04/23/2024 15:43:47 - WARNING - __main__ -   Process rank: -1, device: cuda, n_gpu: 4, distributed training: False, 16-bits training: False
04/23/2024 15:43:49 - INFO - __main__ -   Training/evaluation parameters Namespace(train_data_file='../dataset/train.txt', output_dir='../model', eval_data_file='../dataset/valid.txt', test_data_file='../dataset/test.txt', model_type='roberta', model_name_or_path='microsoft/codebert-base', mlm=False, mlm_probability=0.15, config_name='microsoft/codebert-base', tokenizer_name='roberta-base', cache_dir='', block_size=400, do_train=True, do_eval=False, do_test=False, evaluate_during_training=True, do_lower_case=False, train_batch_size=16, eval_batch_size=32, gradient_accumulation_steps=1, learning_rate=5e-05, weight_decay=0.0, adam_epsilon=1e-08, max_grad_norm=1.0, num_train_epochs=1.0, max_steps=-1, warmup_steps=0, logging_steps=50, save_steps=50, save_total_limit=None, eval_all_checkpoints=False, no_cuda=False, overwrite_output_dir=False, overwrite_cache=False, seed=123456, epoch=2, fp16=False, fp16_opt_level='O1', local_rank=-1, server_ip='', server_port='', n_gpu=4, device=device(type='cuda'), per_gpu_train_batch_size=4, per_gpu_eval_batch_size=8, start_epoch=0, start_step=0)
04/23/2024 15:43:49 - INFO - __main__ -   Creating features from index file at ../dataset/train.txt 

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04/23/2024 15:44:15 - INFO - __main__ -   *** Example ***
04/23/2024 15:44:15 - INFO - __main__ -   idx: 0
04/23/2024 15:44:15 - INFO - __main__ -   label: 1
04/23/2024 15:44:15 - INFO - __main__ -   input_tokens: ['<s>', 'public', '_static', '_boolean', '_copy', '(', 'File', '_source', ',', '_File', '_target', ')', '_{', '_try', '_{', '_if', '_(!', 'source', '.', 'ex', 'ists', '())', '_return', '_false', ';', '_target', '.', 'get', 'Parent', 'File', '().', 'mk', 'dir', 's', '();', '_Input', 'Stream', '_input', '_=', '_new', '_File', 'Input', 'Stream', '(', 'source', ');', '_Output', 'Stream', '_output', '_=', '_new', '_File', 'Output', 'Stream', '(', 'target', ');', '_byte', '[]', '_buf', '_=', '_new', '_byte', '[', '1024', '];', '_int', '_len', ';', '_while', '_((', 'len', '_=', '_input', '.', 'read', '(', 'buf', '))', '_>', '_0', ')', '_output', '.', 'write', '(', 'buf', ',', '_0', ',', '_len', ');', '_input', '.', 'close', '();', '_output', '.', 'close', '();', '_return', '_true', ';', '_}', '_catch', '_(', 'Exception', '_exc', ')', '_{', '_exc', '.', 'print', 'Stack', 'Tr', 'ace', '();', '_return', '_false', ';', '_}', '_}', '</s>', '<s>', 'private', '_String', '_fetch', 'Compare', 'Content', '()', '_throws', '_IO', 'Exception', '_{', '_URL', '_url', '_=', '_new', '_URL', '(', 'comp', 'are', 'To', ');', '_String', 'Writer', '_sw', '_=', '_new', '_String', 'Writer', '();', '_I', 'OU', 't', 'ils', '.', 'copy', '(', 'url', '.', 'open', 'Stream', '(),', '_sw', ');', '_return', '_sw', '.', 'get', 'Buffer', '().', 'to', 'String', '();', '_}', '</s>']
04/23/2024 15:44:15 - INFO - __main__ -   input_ids: 0 15110 25156 49378 5375 1640 9966 1300 6 8655 1002 43 25522 860 25522 114 48209 17747 4 3463 1952 49338 671 3950 131 1002 4 6460 46102 9966 49123 43503 41292 29 47006 41327 36757 8135 5457 92 8655 48214 36757 1640 17747 4397 38252 36757 4195 5457 92 8655 48293 36757 1640 23976 4397 47893 48992 49125 5457 92 47893 10975 47477 44082 6979 25528 131 150 41006 8476 5457 8135 4 12745 1640 48939 35122 8061 321 43 4195 4 29631 1640 48939 6 321 6 25528 4397 8135 4 22641 47006 4195 4 22641 47006 671 1528 131 35524 2916 36 48847 12562 43 25522 12562 4 17265 43274 12667 4450 47006 671 3950 131 35524 35524 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 22891 26602 23366 45448 45463 43048 6989 38266 48847 25522 33000 46471 5457 92 33000 1640 11828 1322 3972 4397 26602 45489 3514 5457 92 26602 45489 47006 38 5061 90 5290 4 44273 1640 6423 4 12592 36757 49196 3514 4397 671 3514 4 6460 49334 49123 560 34222 47006 35524 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
04/23/2024 15:44:15 - INFO - __main__ -   *** Example ***
04/23/2024 15:44:15 - INFO - __main__ -   idx: 1
04/23/2024 15:44:15 - INFO - __main__ -   label: 0
04/23/2024 15:44:15 - INFO - __main__ -   input_tokens: ['<s>', 'private', '_void', '_copy', 'File', '(', 'String', '_path', ')', '_{', '_try', '_{', '_File', '_src', 'file', '_=', '_new', '_File', '(', 'src', 'dir', ',', '_path', ');', '_File', '_dest', 'file', '_=', '_new', '_File', '(', 'dest', 'dir', ',', '_path', ');', '_File', '_parent', '_=', '_dest', 'file', '.', 'get', 'Parent', 'File', '();', '_if', '_(!', 'parent', '.', 'ex', 'ists', '())', '_{', '_parent', '.', 'mk', 'dir', 's', '();', '_}', '_File', 'Input', 'Stream', '_f', 'is', '_=', '_new', '_File', 'Input', 'Stream', '(', 'src', 'file', ');', '_File', 'Output', 'Stream', '_f', 'os', '_=', '_new', '_File', 'Output', 'Stream', '(', 'dest', 'file', ');', '_int', '_bytes', '_', 'read', '_=', '_0', ';', '_byte', '_buffer', '[]', '_=', '_new', '_byte', '[', '512', '];', '_while', '_((', 'bytes', '_', 'read', '_=', '_f', 'is', '.', 'read', '(', 'buffer', '))', '_!=', '_-', '1', ')', '_{', '_f', 'os', '.', 'write', '(', 'buffer', ',', '_0', ',', '_bytes', '_', 'read', ');', '_}', '_f', 'is', '.', 'close', '();', '_f', 'os', '.', 'close', '();', '_}', '_catch', '_(', 'IO', 'Exception', '_e', ')', '_{', '_throw', '_new', '_Build', 'Exception', '("', 'Error', '_while', '_copying', '_file', '_"', '_+', '_path', ');', '_}', '_}', '</s>', '<s>', 'public', '_static', '_void', '_main', '(', 'String', '[]', '_args', ')', '_throws', '_IO', 'Exception', '_{', '_Post', 'Parameter', '_a', '1', '_=', '_new', '_Post', 'Parameter', '("', 'v', '",', '_Ut', 'ils', '.', 'en', 'code', '("', '1', '.', '0', '")', ');', '_Post', 'Parameter', '_a', '2', '_=', '_new', '_Post', 'Parameter', '("', 'api', '_', 'key', '",', '_Ut', 'ils', '.', 'en', 'code', '(', 'Ren', 'Ren', 'Con', 'stant', '.', 'api', 'Key', '));', '_Post', 'Parameter', '_a', '3', '_=', '_new', '_Post', 'Parameter', '("', 'method', '",', '_Ut', 'ils', '.', 'en', 'code', '("', 'not', 'ifications', '.', 'send', '")', ');', '_Post', 'Parameter', '_a', '4', '_=', '_new', '_Post', 'Parameter', '("', 'call', '_', 'id', '",', '_System', '.', 'n', 'ano', 'Time', '());', '_Post', 'Parameter', '_a', '5', '_=', '_new', '_Post', 'Parameter', '("', 'session', '_', 'key', '",', '_Ut', 'ils', '.', 'en', 'code', '("', '5', '.', '22', 'af', '9', 'ee', '9', 'ad', '8', '42', 'c', '7', 'eb', '5', '2004', 'e', 'ce', '6', 'e', '96', 'b', '10', '.', '864', '00', '.', '12', '98', '646', '000', '-', '350', '7', '279', '14', '")', ');', '_Post', 'Parameter', '_a', '6', '_=', '_new', '_Post', 'Parameter', '("', 'to', '_', 'ids', '",', '_Ut', 'ils', '.', 'en', 'code', '("', '350', '7', '279', '14', '")', ');', '_Post', 'Parameter', '_a', '7', '_=', '_new', '_Post', 'Parameter', '("', 'not', 'ification', '",', '_"', 'åı', 'Ī', 'åĪ', '°', 'äº', 'Ĩ', 'è¦', 'ģ', 'ç', 'Ŀ', '¡', 'è', '§', 'ī', 'çļĦ', 'æĹ', '¶', 'éĹ', '´', 'äº', 'Ĩ', 'ãĢĤ', '");', '_Post', 'Parameter', '_a', '8', '_=', '_new', '_Post', 'Parameter', '("', 'format', '",', '_Ut', 'ils', '.', 'en', 'code', '("', 'JSON', '")', ');', '_Ren', 'Ren', 'Post', 'Parameters', '_ps', '_=', '_new', '_Ren', 'Ren', 'Post', 'Parameters', '(', 'Ut', 'ils', '.', 'en', 'code', '(', 'Ren', 'Ren', 'Con', 'stant', '.', 'secret', '));', '_ps', '.', 'add', 'Parameter', '(', 'a', '1', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '2', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '3', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '4', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '5', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '6', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '7', ');', '_ps', '.', 'add', 'Parameter', '(', 'a', '8', ');', '_System', '.', 'out', '.', 'println', '(', 'Ren', 'Ren', 'Con', 'stant', '.', 'api', 'Url', '_+', '_"', '?"', '_+', '_ps', '.', 'gener', 'ate', 'Url', '());', '_URL', '_url', '_=', '_new', '_URL', '(', 'Ren', 'Ren', 'Con', 'stant', '.', 'api', 'Url', '_+', '_"', '?"', '_+', '_ps', '.', 'gener', 'ate', 'Url', '());', '_H', 'ttp', 'URL', 'Connection', '_request', '_=', '_(', 'Http', 'URL', 'Connection', ')', '_url', '.', 'open', 'Connection', '();', '_request', '.', 'set', 'Do', 'Output', '(', '</s>']
04/23/2024 15:44:15 - INFO - __main__ -   input_ids: 0 22891 13842 5375 9966 1640 34222 2718 43 25522 860 25522 8655 47215 21710 5457 92 8655 1640 45692 41292 6 2718 4397 8655 15357 21710 5457 92 8655 1640 31549 41292 6 2718 4397 8655 4095 5457 15357 21710 4 6460 46102 9966 47006 114 48209 20985 4 3463 1952 49338 25522 4095 4 43503 41292 29 47006 35524 8655 48214 36757 856 354 5457 92 8655 48214 36757 1640 45692 21710 4397 8655 48293 36757 856 366 5457 92 8655 48293 36757 1640 31549 21710 4397 6979 46487 1215 12745 5457 321 131 47893 21944 48992 5457 92 47893 10975 35033 44082 150 41006 46823 1215 12745 5457 856 354 4 12745 1640 47438 35122 49333 111 134 43 25522 856 366 4 29631 1640 47438 6 321 6 46487 1215 12745 4397 35524 856 354 4 22641 47006 856 366 4 22641 47006 35524 2916 36 6454 48847 364 43 25522 3211 92 15195 48847 46469 30192 150 34236 2870 22 2055 2718 4397 35524 35524 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 15110 25156 13842 1049 1640 34222 48992 49503 43 6989 38266 48847 25522 1869 49752 10 134 5457 92 1869 49752 46469 705 1297 11183 5290 4 225 20414 46469 134 4 288 8070 4397 1869 49752 10 176 5457 92 1869 49752 46469 30602 1215 5282 1297 11183 5290 4 225 20414 1640 34837 34837 9157 20034 4 30602 28152 48749 1869 49752 10 246 5457 92 1869 49752 46469 45416 1297 11183 5290 4 225 20414 46469 3654 14868 4 37785 8070 4397 1869 49752 10 306 5457 92 1869 49752 46469 16395 1215 808 1297 5149 4 282 2601 14699 49291 1869 49752 10 245 5457 92 1869 49752 46469 39035 1215 5282 1297 11183 5290 4 225 20414 46469 245 4 2036 2001 466 1942 466 625 398 3714 438 406 3209 245 34972 242 1755 401 242 5607 428 698 4 40093 612 4 1092 5208 33075 151 12 10056 406 28854 1570 8070 4397 1869 49752 10 401 5457 92 1869 49752 46469 560 1215 7823 1297 11183 5290 4 225 20414 46469 10056 406 28854 1570 8070 4397 1869 49752 10 406 5457 92 1869 49752 46469 3654 5000 1297 22 45262 23133 47166 7487 46499 27819 48334 10172 36714 46 5543 36484 6248 23171 44574 47954 19002 49117 20024 46499 27819 45682 45751 1869 49752 10 398 5457 92 1869 49752 46469 34609 1297 11183 5290 4 225 20414 46469 49437 8070 4397 6340 34837 21585 49725 27778 5457 92 6340 34837 21585 49725 1640 41967 5290 4 225 20414 1640 34837 34837 9157 20034 4 19301 48749 27778 4 4917 49752 1640 102 134 4397 27778 4 4917 49752 1640 102 176 4397 27778 4 4917 49752 1640 102 246 4397 27778 4 4917 49752 1640 102 306 4397 27778 4 4917 49752 1640 102 245 4397 27778 4 4917 49752 1640 102 401 4397 27778 4 4917 49752 1640 102 406 4397 27778 4 4917 49752 1640 102 398 4397 5149 4 995 4 49396 1640 34837 34837 9157 20034 4 30602 49009 2055 22 1917 2055 27778 4 20557 877 49009 49291 33000 46471 5457 92 33000 1640 34837 34837 9157 20034 4 30602 49009 2055 22 1917 2055 27778 4 20557 877 49009 49291 289 48741 42703 48467 2069 5457 36 49549 42703 48467 43 46471 4 12592 48467 47006 2069 4 8738 8275 48293 1640 2
04/23/2024 15:44:15 - INFO - __main__ -   *** Example ***
04/23/2024 15:44:15 - INFO - __main__ -   idx: 2
04/23/2024 15:44:15 - INFO - __main__ -   label: 0
04/23/2024 15:44:15 - INFO - __main__ -   input_tokens: ['<s>', 'public', '_GG', 'Photo', 'Info', '_get', 'Photo', 'Info', '(', 'String', '_photo', 'Id', ',', '_String', '_language', ')', '_throws', '_Illegal', 'State', 'Exception', ',', '_GG', 'Exception', ',', '_Exception', '_{', '_List', '<', 'Name', 'Value', 'P', 'air', '>', '_q', 'params', '_=', '_new', '_Array', 'List', '<', 'Name', 'Value', 'P', 'air', '>', '();', '_q', 'params', '.', 'add', '(', 'new', '_Basic', 'Name', 'Value', 'P', 'air', '("', 'method', '",', '_"', 'gg', '.', 'photos', '.', 'get', 'Info', '")', ');', '_q', 'params', '.', 'add', '(', 'new', '_Basic', 'Name', 'Value', 'P', 'air', '("', 'key', '",', '_this', '.', 'key', '));', '_q', 'params', '.', 'add', '(', 'new', '_Basic', 'Name', 'Value', 'P', 'air', '("', 'photo', '_', 'id', '",', '_photo', 'Id', '));', '_if', '_(', 'null', '_!=', '_language', ')', '_{', '_q', 'params', '.', 'add', '(', 'new', '_Basic', 'Name', 'Value', 'P', 'air', '("', 'language', '",', '_language', '));', '_}', '_String', '_url', '_=', '_REST', '_', 'URL', '_+', '_"', '?"', '_+', '_UR', 'LE', 'nc', 'oded', 'Ut', 'ils', '.', 'format', '(', 'q', 'params', ',', '_"', 'UTF', '-', '8', '");', '_URI', '_ur', 'i', '_=', '_new', '_URI', '(', 'url', ');', '_H', 'ttp', 'Get', '_http', 'get', '_=', '_new', '_H', 'ttp', 'Get', '(', 'uri', ');', '_H', 'ttp', 'Response', '_response', '_=', '_http', 'Client', '.', 'execute', '(', 'http', 'get', ');', '_int', '_status', '_=', '_response', '.', 'get', 'Status', 'Line', '().', 'get', 'Status', 'Code', '();', '_error', 'Check', '(', 'response', ',', '_status', ');', '_Input', 'Stream', '_content', '_=', '_response', '.', 'get', 'Entity', '().', 'get', 'Content', '();', '_GG', 'Photo', 'Info', '_photo', '_=', '_J', 'AX', 'B', '.', 'un', 'm', 'arsh', 'al', '(', 'content', ',', '_GG', 'Photo', 'Info', '.', 'class', ');', '_return', '_photo', ';', '_}', '</s>', '<s>', 'public', '_static', '_Document', '_get', 'Document', '(', 'URL', '_url', ',', '_Entity', 'Res', 'olver', '_res', 'olver', ',', '_boolean', '_valid', 'ating', ')', '_throws', '_Illegal', 'Arg', 'ument', 'Exception', ',', '_IO', 'Exception', '_{', '_if', '_(', 'url', '_==', '_null', ')', '_throw', '_new', '_Illegal', 'Arg', 'ument', 'Exception', '("', 'URL', '_is', '_null', '");', '_Input', 'Stream', '_is', '_=', '_null', ';', '_try', '_{', '_is', '_=', '_url', '.', 'open', 'Stream', '();', '_Input', 'Source', '_source', '_=', '_new', '_Input', 'Source', '(', 'is', ');', '_source', '.', 'set', 'System', 'Id', '(', 'url', '.', 'to', 'String', '());', '_return', '_get', 'Document', '(', 'source', ',', '_res', 'olver', ',', '_valid', 'ating', ');', '_}', '_finally', '_{', '_try', '_{', '_if', '_(', 'is', '_!=', '_null', ')', '_is', '.', 'close', '();', '_}', '_catch', '_(', 'IO', 'Exception', '_io', 'e', ')', '_{', '_}', '_}', '_}', '</s>']
04/23/2024 15:44:15 - INFO - __main__ -   input_ids: 0 15110 43934 2411 39863 120 2411 39863 1640 34222 1345 28081 6 26602 2777 43 6989 36993 13360 48847 6 43934 48847 6 47617 25522 9527 41552 31723 33977 510 2456 15698 2231 49237 5457 92 42719 36583 41552 31723 33977 510 2456 15698 47006 2231 49237 4 4917 1640 4651 17255 31723 33977 510 2456 46469 45416 1297 22 6149 4 40259 4 6460 39863 8070 4397 2231 49237 4 4917 1640 4651 17255 31723 33977 510 2456 46469 5282 1297 42 4 5282 48749 2231 49237 4 4917 1640 4651 17255 31723 33977 510 2456 46469 17827 1215 808 1297 1345 28081 48749 114 36 15755 49333 2777 43 25522 2231 49237 4 4917 1640 4651 17255 31723 33977 510 2456 46469 19527 1297 2777 48749 35524 26602 46471 5457 40746 1215 42703 2055 22 1917 2055 38343 3850 11326 31819 41967 5290 4 34609 1640 1343 49237 6 22 44987 12 398 45751 45802 11540 118 5457 92 45802 1640 6423 4397 289 48741 14181 2054 6460 5457 92 289 48741 14181 1640 6151 4397 289 48741 47806 1263 5457 2054 47952 4 48592 1640 8166 6460 4397 6979 2194 5457 1263 4 6460 47731 18997 49123 6460 47731 41555 47006 5849 26615 1640 41510 6 2194 4397 41327 36757 1383 5457 1263 4 6460 49448 49123 6460 45463 47006 43934 2411 39863 1345 5457 344 26624 387 4 879 119 14980 337 1640 10166 6 43934 2411 39863 4 4684 4397 671 1345 131 35524 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 15110 25156 27246 120 47088 1640 42703 46471 6 46718 20028 35934 5032 35934 6 49378 8218 1295 43 6989 36993 45621 18816 48847 6 38266 48847 25522 114 36 6423 45994 23796 43 3211 92 36993 45621 18816 48847 46469 42703 16 23796 45751 41327 36757 16 5457 23796 131 860 25522 16 5457 46471 4 12592 36757 47006 41327 7061 1300 5457 92 41327 7061 1640 354 4397 1300 4 8738 36383 28081 1640 6423 4 560 34222 49291 671 120 47088 1640 17747 6 5032 35934 6 8218 1295 4397 35524 1747 25522 860 25522 114 36 354 49333 23796 43 16 4 22641 47006 35524 2916 36 6454 48847 46155 242 43 25522 35524 35524 35524 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
/home/yifei/anaconda3/envs/nlp/lib/python3.10/site-packages/transformers/optimization.py:411: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning
  warnings.warn(
04/23/2024 15:44:16 - INFO - __main__ -   ***** Running training *****
04/23/2024 15:44:16 - INFO - __main__ -     Num examples = 90102
04/23/2024 15:44:16 - INFO - __main__ -     Num Epochs = 2
04/23/2024 15:44:16 - INFO - __main__ -     Instantaneous batch size per GPU = 4
04/23/2024 15:44:16 - INFO - __main__ -     Total train batch size (w. parallel, distributed & accumulation) = 16
04/23/2024 15:44:16 - INFO - __main__ -     Gradient Accumulation steps = 1
04/23/2024 15:44:16 - INFO - __main__ -     Total optimization steps = 11264

  0%|          | 0/5632 [00:00<?, ?it/s]/home/yifei/cophi/mtpnet/Code-Code/Clone-detection-BigCloneBench/code/model.py:44: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument.
  prob=F.softmax(logits)
/home/yifei/anaconda3/envs/nlp/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
  warnings.warn('Was asked to gather along dimension 0, but all '

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epoch 0 loss 0.71666:   1%|          | 70/5632 [00:29<1:01:52,  1.50it/s]
epoch 0 loss 0.71739:   1%|          | 70/5632 [00:30<1:01:52,  1.50it/s]
epoch 0 loss 0.71739:   1%|▏         | 71/5632 [00:30<51:58,  1.78it/s]  
epoch 0 loss 0.71876:   1%|▏         | 71/5632 [00:30<51:58,  1.78it/s]
epoch 0 loss 0.71876:   1%|▏         | 72/5632 [00:30<45:15,  2.05it/s]
epoch 0 loss 0.71877:   1%|▏         | 72/5632 [00:30<45:15,  2.05it/s]
epoch 0 loss 0.71877:   1%|▏         | 73/5632 [00:30<40:22,  2.29it/s]
epoch 0 loss 0.71797:   1%|▏         | 73/5632 [00:30<40:22,  2.29it/s]
epoch 0 loss 0.71797:   1%|▏         | 74/5632 [00:30<37:00,  2.50it/s]
epoch 0 loss 0.71724:   1%|▏         | 74/5632 [00:31<37:00,  2.50it/s]
epoch 0 loss 0.71724:   1%|▏         | 75/5632 [00:31<34:40,  2.67it/s]
epoch 0 loss 0.71707:   1%|▏         | 75/5632 [00:31<34:40,  2.67it/s]
epoch 0 loss 0.71707:   1%|▏         | 76/5632 [00:31<33:08,  2.79it/s]
epoch 0 loss 0.7167:   1%|▏         | 76/5632 [00:31<33:08,  2.79it/s] 
epoch 0 loss 0.7167:   1%|▏         | 77/5632 [00:31<31:43,  2.92it/s]
epoch 0 loss 0.71602:   1%|▏         | 77/5632 [00:32<31:43,  2.92it/s]
epoch 0 loss 0.71602:   1%|▏         | 78/5632 [00:32<30:43,  3.01it/s]
epoch 0 loss 0.71546:   1%|▏         | 78/5632 [00:32<30:43,  3.01it/s]
epoch 0 loss 0.71546:   1%|▏         | 79/5632 [00:32<30:06,  3.07it/s]
epoch 0 loss 0.71532:   1%|▏         | 79/5632 [00:32<30:06,  3.07it/s]
epoch 0 loss 0.71532:   1%|▏         | 80/5632 [00:32<29:39,  3.12it/s]
epoch 0 loss 0.71509:   1%|▏         | 80/5632 [00:33<29:39,  3.12it/s]
epoch 0 loss 0.71509:   1%|▏         | 81/5632 [00:33<29:21,  3.15it/s]
epoch 0 loss 0.7149:   1%|▏         | 81/5632 [00:33<29:21,  3.15it/s] 
epoch 0 loss 0.7149:   1%|▏         | 82/5632 [00:33<29:09,  3.17it/s]
epoch 0 loss 0.71389:   1%|▏         | 82/5632 [00:33<29:09,  3.17it/s]
epoch 0 loss 0.71389:   1%|▏         | 83/5632 [00:33<28:58,  3.19it/s]
epoch 0 loss 0.7139:   1%|▏         | 83/5632 [00:34<28:58,  3.19it/s] 
epoch 0 loss 0.7139:   1%|▏         | 84/5632 [00:34<28:52,  3.20it/s]
epoch 0 loss 0.71466:   1%|▏         | 84/5632 [00:34<28:52,  3.20it/s]
epoch 0 loss 0.71466:   2%|▏         | 85/5632 [00:34<28:49,  3.21it/s]
epoch 0 loss 0.71412:   2%|▏         | 85/5632 [00:34<28:49,  3.21it/s]
epoch 0 loss 0.71412:   2%|▏         | 86/5632 [00:34<28:44,  3.22it/s]
epoch 0 loss 0.7142:   2%|▏         | 86/5632 [00:35<28:44,  3.22it/s] 
epoch 0 loss 0.7142:   2%|▏         | 87/5632 [00:35<28:42,  3.22it/s]
epoch 0 loss 0.71427:   2%|▏         | 87/5632 [00:35<28:42,  3.22it/s]
epoch 0 loss 0.71427:   2%|▏         | 88/5632 [00:35<28:38,  3.23it/s]
epoch 0 loss 0.715:   2%|▏         | 88/5632 [00:35<28:38,  3.23it/s]  
epoch 0 loss 0.715:   2%|▏         | 89/5632 [00:35<28:33,  3.24it/s]
epoch 0 loss 0.71497:   2%|▏         | 89/5632 [00:35<28:33,  3.24it/s]
epoch 0 loss 0.71497:   2%|▏         | 90/5632 [00:35<28:40,  3.22it/s]
epoch 0 loss 0.71539:   2%|▏         | 90/5632 [00:36<28:40,  3.22it/s]
epoch 0 loss 0.71539:   2%|▏         | 91/5632 [00:36<28:52,  3.20it/s]
epoch 0 loss 0.71556:   2%|▏         | 91/5632 [00:36<28:52,  3.20it/s]
epoch 0 loss 0.71556:   2%|▏         | 92/5632 [00:36<28:50,  3.20it/s]
epoch 0 loss 0.71561:   2%|▏         | 92/5632 [00:36<28:50,  3.20it/s]
epoch 0 loss 0.71561:   2%|▏         | 93/5632 [00:36<28:53,  3.20it/s]
epoch 0 loss 0.71625:   2%|▏         | 93/5632 [00:37<28:53,  3.20it/s]
epoch 0 loss 0.71625:   2%|▏         | 94/5632 [00:37<28:50,  3.20it/s]
epoch 0 loss 0.71621:   2%|▏         | 94/5632 [00:37<28:50,  3.20it/s]
epoch 0 loss 0.71621:   2%|▏         | 95/5632 [00:37<28:46,  3.21it/s]
epoch 0 loss 0.71662:   2%|▏         | 95/5632 [00:37<28:46,  3.21it/s]
epoch 0 loss 0.71662:   2%|▏         | 96/5632 [00:37<28:48,  3.20it/s]
epoch 0 loss 0.71648:   2%|▏         | 96/5632 [00:38<28:48,  3.20it/s]
epoch 0 loss 0.71648:   2%|▏         | 97/5632 [00:38<28:44,  3.21it/s]
epoch 0 loss 0.71575:   2%|▏         | 97/5632 [00:38<28:44,  3.21it/s]
epoch 0 loss 0.71575:   2%|▏         | 98/5632 [00:38<28:39,  3.22it/s]
epoch 0 loss 0.71545:   2%|▏         | 98/5632 [00:38<28:39,  3.22it/s]
epoch 0 loss 0.71545:   2%|▏         | 99/5632 [00:38<28:36,  3.22it/s]
epoch 0 loss 0.71577:   2%|▏         | 99/5632 [00:39<28:36,  3.22it/s]
epoch 0 loss 0.71577:   2%|▏         | 100/5632 [00:39<28:34,  3.23it/s]
epoch 0 loss 0.7156:   2%|▏         | 100/5632 [00:39<28:34,  3.23it/s] 
epoch 0 loss 0.7156:   2%|▏         | 101/5632 [00:39<28:32,  3.23it/s]
epoch 0 loss 0.71534:   2%|▏         | 101/5632 [00:39<28:32,  3.23it/s]
epoch 0 loss 0.71534:   2%|▏         | 102/5632 [00:39<28:31,  3.23it/s]
epoch 0 loss 0.71502:   2%|▏         | 102/5632 [00:40<28:31,  3.23it/s]
epoch 0 loss 0.71502:   2%|▏         | 103/5632 [00:40<28:47,  3.20it/s]
epoch 0 loss 0.71486:   2%|▏         | 103/5632 [00:40<28:47,  3.20it/s]
epoch 0 loss 0.71486:   2%|▏         | 104/5632 [00:40<28:57,  3.18it/s]
epoch 0 loss 0.71429:   2%|▏         | 104/5632 [00:40<28:57,  3.18it/s]
epoch 0 loss 0.71429:   2%|▏         | 105/5632 [00:40<28:47,  3.20it/s]
epoch 0 loss 0.71419:   2%|▏         | 105/5632 [00:40<28:47,  3.20it/s]
epoch 0 loss 0.71419:   2%|▏         | 106/5632 [00:40<28:39,  3.21it/s]
epoch 0 loss 0.71425:   2%|▏         | 106/5632 [00:41<28:39,  3.21it/s]
epoch 0 loss 0.71425:   2%|▏         | 107/5632 [00:41<28:36,  3.22it/s]
epoch 0 loss 0.71363:   2%|▏         | 107/5632 [00:41<28:36,  3.22it/s]
epoch 0 loss 0.71363:   2%|▏         | 108/5632 [00:41<28:34,  3.22it/s]
epoch 0 loss 0.71374:   2%|▏         | 108/5632 [00:41<28:34,  3.22it/s]
epoch 0 loss 0.71374:   2%|▏         | 109/5632 [00:41<28:32,  3.23it/s]
epoch 0 loss 0.71335:   2%|▏         | 109/5632 [00:42<28:32,  3.23it/s]
epoch 0 loss 0.71335:   2%|▏         | 110/5632 [00:42<28:30,  3.23it/s]
epoch 0 loss 0.71286:   2%|▏         | 110/5632 [00:42<28:30,  3.23it/s]
epoch 0 loss 0.71286:   2%|▏         | 111/5632 [00:42<28:31,  3.23it/s]
epoch 0 loss 0.7131:   2%|▏         | 111/5632 [00:42<28:31,  3.23it/s] 
epoch 0 loss 0.7131:   2%|▏         | 112/5632 [00:42<28:32,  3.22it/s]
epoch 0 loss 0.71305:   2%|▏         | 112/5632 [00:43<28:32,  3.22it/s]
epoch 0 loss 0.71305:   2%|▏         | 113/5632 [00:43<28:34,  3.22it/s]
epoch 0 loss 0.71297:   2%|▏         | 113/5632 [00:44<28:34,  3.22it/s]
epoch 0 loss 0.71297:   2%|▏         | 114/5632 [00:44<1:07:25,  1.36it/s]
epoch 0 loss 0.71288:   2%|▏         | 114/5632 [00:45<1:07:25,  1.36it/s]
epoch 0 loss 0.71288:   2%|▏         | 115/5632 [00:45<55:45,  1.65it/s]  
epoch 0 loss 0.71258:   2%|▏         | 115/5632 [00:45<55:45,  1.65it/s]
epoch 0 loss 0.71258:   2%|▏         | 116/5632 [00:45<47:34,  1.93it/s]
epoch 0 loss 0.71232:   2%|▏         | 116/5632 [00:45<47:34,  1.93it/s]
epoch 0 loss 0.71232:   2%|▏         | 117/5632 [00:45<41:54,  2.19it/s]
epoch 0 loss 0.71203:   2%|▏         | 117/5632 [00:46<41:54,  2.19it/s]
epoch 0 loss 0.71203:   2%|▏         | 118/5632 [00:46<37:55,  2.42it/s]
epoch 0 loss 0.71211:   2%|▏         | 118/5632 [00:46<37:55,  2.42it/s]
epoch 0 loss 0.71211:   2%|▏         | 119/5632 [00:46<35:07,  2.62it/s]
epoch 0 loss 0.71201:   2%|▏         | 119/5632 [00:46<35:07,  2.62it/s]
epoch 0 loss 0.71201:   2%|▏         | 120/5632 [00:46<33:07,  2.77it/s]
epoch 0 loss 0.71165:   2%|▏         | 120/5632 [00:47<33:07,  2.77it/s]
epoch 0 loss 0.71165:   2%|▏         | 121/5632 [00:47<31:50,  2.88it/s]
epoch 0 loss 0.71137:   2%|▏         | 121/5632 [00:47<31:50,  2.88it/s]
epoch 0 loss 0.71137:   2%|▏         | 122/5632 [00:47<30:51,  2.98it/s]
epoch 0 loss 0.71165:   2%|▏         | 122/5632 [00:47<30:51,  2.98it/s]
epoch 0 loss 0.71165:   2%|▏         | 123/5632 [00:47<30:04,  3.05it/s]
epoch 0 loss 0.71173:   2%|▏         | 123/5632 [00:47<30:04,  3.05it/s]
epoch 0 loss 0.71173:   2%|▏         | 124/5632 [00:47<29:27,  3.12it/s]
epoch 0 loss 0.7117:   2%|▏         | 124/5632 [00:48<29:27,  3.12it/s] 
epoch 0 loss 0.7117:   2%|▏         | 125/5632 [00:48<29:05,  3.16it/s]
epoch 0 loss 0.71192:   2%|▏         | 125/5632 [00:48<29:05,  3.16it/s]
epoch 0 loss 0.71192:   2%|▏         | 126/5632 [00:48<28:50,  3.18it/s]
epoch 0 loss 0.71171:   2%|▏         | 126/5632 [00:48<28:50,  3.18it/s]
epoch 0 loss 0.71171:   2%|▏         | 127/5632 [00:48<28:43,  3.19it/s]
epoch 0 loss 0.71193:   2%|▏         | 127/5632 [00:49<28:43,  3.19it/s]
epoch 0 loss 0.71193:   2%|▏         | 128/5632 [00:49<28:44,  3.19it/s]
epoch 0 loss 0.71214:   2%|▏         | 128/5632 [00:49<28:44,  3.19it/s]
epoch 0 loss 0.71214:   2%|▏         | 129/5632 [00:49<28:39,  3.20it/s]
epoch 0 loss 0.71205:   2%|▏         | 129/5632 [00:49<28:39,  3.20it/s]
epoch 0 loss 0.71205:   2%|▏         | 130/5632 [00:49<28:33,  3.21it/s]
epoch 0 loss 0.71189:   2%|▏         | 130/5632 [00:50<28:33,  3.21it/s]
epoch 0 loss 0.71189:   2%|▏         | 131/5632 [00:50<28:31,  3.21it/s]
epoch 0 loss 0.71186:   2%|▏         | 131/5632 [00:50<28:31,  3.21it/s]
epoch 0 loss 0.71186:   2%|▏         | 132/5632 [00:50<28:28,  3.22it/s]
epoch 0 loss 0.71156:   2%|▏         | 132/5632 [00:50<28:28,  3.22it/s]
epoch 0 loss 0.71156:   2%|▏         | 133/5632 [00:50<28:29,  3.22it/s]
epoch 0 loss 0.71142:   2%|▏         | 133/5632 [00:51<28:29,  3.22it/s]
epoch 0 loss 0.71142:   2%|▏         | 134/5632 [00:51<28:29,  3.22it/s]
epoch 0 loss 0.7111:   2%|▏         | 134/5632 [00:51<28:29,  3.22it/s] 
epoch 0 loss 0.7111:   2%|▏         | 135/5632 [00:51<28:27,  3.22it/s]
epoch 0 loss 0.71086:   2%|▏         | 135/5632 [00:51<28:27,  3.22it/s]
epoch 0 loss 0.71086:   2%|▏         | 136/5632 [00:51<28:27,  3.22it/s]
epoch 0 loss 0.71084:   2%|▏         | 136/5632 [00:51<28:27,  3.22it/s]
epoch 0 loss 0.71084:   2%|▏         | 137/5632 [00:51<28:25,  3.22it/s]
epoch 0 loss 0.71069:   2%|▏         | 137/5632 [00:52<28:25,  3.22it/s]
epoch 0 loss 0.71069:   2%|▏         | 138/5632 [00:52<28:26,  3.22it/s]
epoch 0 loss 0.71052:   2%|▏         | 138/5632 [00:52<28:26,  3.22it/s]
epoch 0 loss 0.71052:   2%|▏         | 139/5632 [00:52<28:24,  3.22it/s]
epoch 0 loss 0.71032:   2%|▏         | 139/5632 [00:52<28:24,  3.22it/s]
epoch 0 loss 0.71032:   2%|▏         | 140/5632 [00:52<28:22,  3.23it/s]
epoch 0 loss 0.71035:   2%|▏         | 140/5632 [00:53<28:22,  3.23it/s]
epoch 0 loss 0.71035:   3%|▎         | 141/5632 [00:53<28:21,  3.23it/s]
epoch 0 loss 0.71032:   3%|▎         | 141/5632 [00:53<28:21,  3.23it/s]
epoch 0 loss 0.71032:   3%|▎         | 142/5632 [00:53<28:21,  3.23it/s]
epoch 0 loss 0.71019:   3%|▎         | 142/5632 [00:53<28:21,  3.23it/s]
epoch 0 loss 0.71019:   3%|▎         | 143/5632 [00:53<28:21,  3.23it/s]
epoch 0 loss 0.71007:   3%|▎         | 143/5632 [00:54<28:21,  3.23it/s]
epoch 0 loss 0.71007:   3%|▎         | 144/5632 [00:54<28:19,  3.23it/s]
epoch 0 loss 0.71033:   3%|▎         | 144/5632 [00:54<28:19,  3.23it/s]
epoch 0 loss 0.71033:   3%|▎         | 145/5632 [00:54<28:20,  3.23it/s]
epoch 0 loss 0.71001:   3%|▎         | 145/5632 [00:54<28:20,  3.23it/s]
epoch 0 loss 0.71001:   3%|▎         | 146/5632 [00:54<28:21,  3.22it/s]
epoch 0 loss 0.70973:   3%|▎         | 146/5632 [00:55<28:21,  3.22it/s]
epoch 0 loss 0.70973:   3%|▎         | 147/5632 [00:55<28:19,  3.23it/s]
epoch 0 loss 0.70968:   3%|▎         | 147/5632 [00:55<28:19,  3.23it/s]
epoch 0 loss 0.70968:   3%|▎         | 148/5632 [00:55<28:18,  3.23it/s]
epoch 0 loss 0.70964:   3%|▎         | 148/5632 [00:55<28:18,  3.23it/s]
epoch 0 loss 0.70964:   3%|▎         | 149/5632 [00:55<28:17,  3.23it/s]
epoch 0 loss 0.70944:   3%|▎         | 149/5632 [00:55<28:17,  3.23it/s]
epoch 0 loss 0.70944:   3%|▎         | 150/5632 [00:56<28:16,  3.23it/s]
epoch 0 loss 0.70935:   3%|▎         | 150/5632 [00:56<28:16,  3.23it/s]
epoch 0 loss 0.70935:   3%|▎         | 151/5632 [00:56<28:15,  3.23it/s]
epoch 0 loss 0.70937:   3%|▎         | 151/5632 [00:56<28:15,  3.23it/s]
epoch 0 loss 0.70937:   3%|▎         | 152/5632 [00:56<28:17,  3.23it/s]
epoch 0 loss 0.70944:   3%|▎         | 152/5632 [00:56<28:17,  3.23it/s]
epoch 0 loss 0.70944:   3%|▎         | 153/5632 [00:56<28:16,  3.23it/s]
epoch 0 loss 0.70985:   3%|▎         | 153/5632 [00:57<28:16,  3.23it/s]
epoch 0 loss 0.70985:   3%|▎         | 154/5632 [00:57<28:16,  3.23it/s]
epoch 0 loss 0.70961:   3%|▎         | 154/5632 [00:57<28:16,  3.23it/s]
epoch 0 loss 0.70961:   3%|▎         | 155/5632 [00:57<28:15,  3.23it/s]
epoch 0 loss 0.70942:   3%|▎         | 155/5632 [00:57<28:15,  3.23it/s]
epoch 0 loss 0.70942:   3%|▎         | 156/5632 [00:57<28:17,  3.23it/s]
epoch 0 loss 0.70934:   3%|▎         | 156/5632 [00:58<28:17,  3.23it/s]
epoch 0 loss 0.70934:   3%|▎         | 157/5632 [00:58<28:15,  3.23it/s]
epoch 0 loss 0.70925:   3%|▎         | 157/5632 [00:58<28:15,  3.23it/s]
epoch 0 loss 0.70925:   3%|▎         | 158/5632 [00:58<28:16,  3.23it/s]
epoch 0 loss 0.70899:   3%|▎         | 158/5632 [00:58<28:16,  3.23it/s]
epoch 0 loss 0.70899:   3%|▎         | 159/5632 [00:58<28:16,  3.23it/s]
epoch 0 loss 0.70885:   3%|▎         | 159/5632 [01:00<28:16,  3.23it/s]
epoch 0 loss 0.70885:   3%|▎         | 160/5632 [01:00<1:06:15,  1.38it/s]
epoch 0 loss 0.70882:   3%|▎         | 160/5632 [01:00<1:06:15,  1.38it/s]
epoch 0 loss 0.70882:   3%|▎         | 161/5632 [01:00<54:48,  1.66it/s]  
epoch 0 loss 0.70869:   3%|▎         | 161/5632 [01:01<54:48,  1.66it/s]
epoch 0 loss 0.70869:   3%|▎         | 162/5632 [01:01<46:50,  1.95it/s]
epoch 0 loss 0.70823:   3%|▎         | 162/5632 [01:01<46:50,  1.95it/s]
epoch 0 loss 0.70823:   3%|▎         | 163/5632 [01:01<41:15,  2.21it/s]
epoch 0 loss 0.70815:   3%|▎         | 163/5632 [01:01<41:15,  2.21it/s]
epoch 0 loss 0.70815:   3%|▎         | 164/5632 [01:01<37:22,  2.44it/s]
epoch 0 loss 0.70786:   3%|▎         | 164/5632 [01:02<37:22,  2.44it/s]
epoch 0 loss 0.70786:   3%|▎         | 165/5632 [01:02<34:43,  2.62it/s]
epoch 0 loss 0.70809:   3%|▎         | 165/5632 [01:02<34:43,  2.62it/s]
epoch 0 loss 0.70809:   3%|▎         | 166/5632 [01:02<32:46,  2.78it/s]
epoch 0 loss 0.70821:   3%|▎         | 166/5632 [01:02<32:46,  2.78it/s]
epoch 0 loss 0.70821:   3%|▎         | 167/5632 [01:02<31:22,  2.90it/s]
epoch 0 loss 0.70811:   3%|▎         | 167/5632 [01:02<31:22,  2.90it/s]
epoch 0 loss 0.70811:   3%|▎         | 168/5632 [01:02<30:26,  2.99it/s]
epoch 0 loss 0.70817:   3%|▎         | 168/5632 [01:03<30:26,  2.99it/s]
epoch 0 loss 0.70817:   3%|▎         | 169/5632 [01:03<29:44,  3.06it/s]
epoch 0 loss 0.70844:   3%|▎         | 169/5632 [01:03<29:44,  3.06it/s]
epoch 0 loss 0.70844:   3%|▎         | 170/5632 [01:03<29:16,  3.11it/s]
epoch 0 loss 0.70834:   3%|▎         | 170/5632 [01:03<29:16,  3.11it/s]
epoch 0 loss 0.70834:   3%|▎         | 171/5632 [01:03<28:55,  3.15it/s]
epoch 0 loss 0.70823:   3%|▎         | 171/5632 [01:04<28:55,  3.15it/s]
epoch 0 loss 0.70823:   3%|▎         | 172/5632 [01:04<28:37,  3.18it/s]
epoch 0 loss 0.708:   3%|▎         | 172/5632 [01:04<28:37,  3.18it/s]  
epoch 0 loss 0.708:   3%|▎         | 173/5632 [01:04<28:25,  3.20it/s]
epoch 0 loss 0.70815:   3%|▎         | 173/5632 [01:04<28:25,  3.20it/s]
epoch 0 loss 0.70815:   3%|▎         | 174/5632 [01:04<28:20,  3.21it/s]
epoch 0 loss 0.70798:   3%|▎         | 174/5632 [01:05<28:20,  3.21it/s]
epoch 0 loss 0.70798:   3%|▎         | 175/5632 [01:05<28:24,  3.20it/s]
epoch 0 loss 0.70757:   3%|▎         | 175/5632 [01:05<28:24,  3.20it/s]
epoch 0 loss 0.70757:   3%|▎         | 176/5632 [01:05<28:22,  3.21it/s]
epoch 0 loss 0.70733:   3%|▎         | 176/5632 [01:05<28:22,  3.21it/s]
epoch 0 loss 0.70733:   3%|▎         | 177/5632 [01:05<28:24,  3.20it/s]
epoch 0 loss 0.70725:   3%|▎         | 177/5632 [01:06<28:24,  3.20it/s]
epoch 0 loss 0.70725:   3%|▎         | 178/5632 [01:06<28:21,  3.21it/s]
epoch 0 loss 0.70697:   3%|▎         | 178/5632 [01:06<28:21,  3.21it/s]
epoch 0 loss 0.70697:   3%|▎         | 179/5632 [01:06<28:17,  3.21it/s]
epoch 0 loss 0.70686:   3%|▎         | 179/5632 [01:06<28:17,  3.21it/s]
epoch 0 loss 0.70686:   3%|▎         | 180/5632 [01:06<28:25,  3.20it/s]
epoch 0 loss 0.70672:   3%|▎         | 180/5632 [01:07<28:25,  3.20it/s]
epoch 0 loss 0.70672:   3%|▎         | 181/5632 [01:07<28:21,  3.20it/s]
epoch 0 loss 0.70652:   3%|▎         | 181/5632 [01:07<28:21,  3.20it/s]
epoch 0 loss 0.70652:   3%|▎         | 182/5632 [01:07<28:23,  3.20it/s]
epoch 0 loss 0.70646:   3%|▎         | 182/5632 [01:07<28:23,  3.20it/s]
epoch 0 loss 0.70646:   3%|▎         | 183/5632 [01:07<28:18,  3.21it/s]
epoch 0 loss 0.70661:   3%|▎         | 183/5632 [01:07<28:18,  3.21it/s]
epoch 0 loss 0.70661:   3%|▎         | 184/5632 [01:07<28:14,  3.22it/s]
epoch 0 loss 0.70644:   3%|▎         | 184/5632 [01:08<28:14,  3.22it/s]
epoch 0 loss 0.70644:   3%|▎         | 185/5632 [01:08<28:14,  3.22it/s]
epoch 0 loss 0.70616:   3%|▎         | 185/5632 [01:08<28:14,  3.22it/s]
epoch 0 loss 0.70616:   3%|▎         | 186/5632 [01:08<28:14,  3.21it/s]
epoch 0 loss 0.70601:   3%|▎         | 186/5632 [01:08<28:14,  3.21it/s]
epoch 0 loss 0.70601:   3%|▎         | 187/5632 [01:08<28:13,  3.21it/s]
epoch 0 loss 0.70601:   3%|▎         | 187/5632 [01:09<28:13,  3.21it/s]
epoch 0 loss 0.70601:   3%|▎         | 188/5632 [01:09<28:09,  3.22it/s]
epoch 0 loss 0.70584:   3%|▎         | 188/5632 [01:09<28:09,  3.22it/s]
epoch 0 loss 0.70584:   3%|▎         | 189/5632 [01:09<28:13,  3.21it/s]
epoch 0 loss 0.706:   3%|▎         | 189/5632 [01:09<28:13,  3.21it/s]  
epoch 0 loss 0.706:   3%|▎         | 190/5632 [01:09<28:20,  3.20it/s]
epoch 0 loss 0.7057:   3%|▎         | 190/5632 [01:10<28:20,  3.20it/s]
epoch 0 loss 0.7057:   3%|▎         | 191/5632 [01:10<28:15,  3.21it/s]
epoch 0 loss 0.70563:   3%|▎         | 191/5632 [01:10<28:15,  3.21it/s]
epoch 0 loss 0.70563:   3%|▎         | 192/5632 [01:10<28:19,  3.20it/s]
epoch 0 loss 0.70571:   3%|▎         | 192/5632 [01:10<28:19,  3.20it/s]
epoch 0 loss 0.70571:   3%|▎         | 193/5632 [01:10<28:16,  3.21it/s]
epoch 0 loss 0.7057:   3%|▎         | 193/5632 [01:11<28:16,  3.21it/s] 
epoch 0 loss 0.7057:   3%|▎         | 194/5632 [01:11<28:22,  3.19it/s]
epoch 0 loss 0.70588:   3%|▎         | 194/5632 [01:11<28:22,  3.19it/s]
epoch 0 loss 0.70588:   3%|▎         | 195/5632 [01:11<28:18,  3.20it/s]
epoch 0 loss 0.70576:   3%|▎         | 195/5632 [01:11<28:18,  3.20it/s]
epoch 0 loss 0.70576:   3%|▎         | 196/5632 [01:11<28:13,  3.21it/s]
epoch 0 loss 0.70569:   3%|▎         | 196/5632 [01:11<28:13,  3.21it/s]
epoch 0 loss 0.70569:   3%|▎         | 197/5632 [01:11<28:11,  3.21it/s]
epoch 0 loss 0.70575:   3%|▎         | 197/5632 [01:12<28:11,  3.21it/s]
epoch 0 loss 0.70575:   4%|▎         | 198/5632 [01:12<28:15,  3.20it/s]
epoch 0 loss 0.7059:   4%|▎         | 198/5632 [01:12<28:15,  3.20it/s] 
epoch 0 loss 0.7059:   4%|▎         | 199/5632 [01:12<28:12,  3.21it/s]
epoch 0 loss 0.70559:   4%|▎         | 199/5632 [01:12<28:12,  3.21it/s]
epoch 0 loss 0.70559:   4%|▎         | 200/5632 [01:12<28:11,  3.21it/s]
epoch 0 loss 0.705:   4%|▎         | 200/5632 [01:13<28:11,  3.21it/s]  
epoch 0 loss 0.705:   4%|▎         | 201/5632 [01:13<28:10,  3.21it/s]
epoch 0 loss 0.70503:   4%|▎         | 201/5632 [01:13<28:10,  3.21it/s]
epoch 0 loss 0.70503:   4%|▎         | 202/5632 [01:13<28:08,  3.22it/s]
epoch 0 loss 0.7049:   4%|▎         | 202/5632 [01:13<28:08,  3.22it/s] 
epoch 0 loss 0.7049:   4%|▎         | 203/5632 [01:13<28:07,  3.22it/s]
epoch 0 loss 0.70483:   4%|▎         | 203/5632 [01:14<28:07,  3.22it/s]
epoch 0 loss 0.70483:   4%|▎         | 204/5632 [01:14<28:06,  3.22it/s]
epoch 0 loss 0.70478:   4%|▎         | 204/5632 [01:14<28:06,  3.22it/s]
epoch 0 loss 0.70478:   4%|▎         | 205/5632 [01:14<28:10,  3.21it/s]
epoch 0 loss 0.70473:   4%|▎         | 205/5632 [01:16<28:10,  3.21it/s]
epoch 0 loss 0.70473:   4%|▎         | 206/5632 [01:16<1:07:07,  1.35it/s]
epoch 0 loss 0.70483:   4%|▎         | 206/5632 [01:16<1:07:07,  1.35it/s]
epoch 0 loss 0.70483:   4%|▎         | 207/5632 [01:16<55:19,  1.63it/s]  
epoch 0 loss 0.7047:   4%|▎         | 207/5632 [01:16<55:19,  1.63it/s] 
epoch 0 loss 0.7047:   4%|▎         | 208/5632 [01:16<47:12,  1.92it/s]
epoch 0 loss 0.70459:   4%|▎         | 208/5632 [01:17<47:12,  1.92it/s]
epoch 0 loss 0.70459:   4%|▎         | 209/5632 [01:17<41:26,  2.18it/s]
epoch 0 loss 0.70468:   4%|▎         | 209/5632 [01:17<41:26,  2.18it/s]
epoch 0 loss 0.70468:   4%|▎         | 210/5632 [01:17<37:25,  2.41it/s]
epoch 0 loss 0.70461:   4%|▎         | 210/5632 [01:17<37:25,  2.41it/s]
epoch 0 loss 0.70461:   4%|▎         | 211/5632 [01:17<34:34,  2.61it/s]
epoch 0 loss 0.70456:   4%|▎         | 211/5632 [01:18<34:34,  2.61it/s]
epoch 0 loss 0.70456:   4%|▍         | 212/5632 [01:18<32:35,  2.77it/s]
epoch 0 loss 0.70449:   4%|▍         | 212/5632 [01:18<32:35,  2.77it/s]
epoch 0 loss 0.70449:   4%|▍         | 213/5632 [01:18<31:11,  2.90it/s]
epoch 0 loss 0.70422:   4%|▍         | 213/5632 [01:18<31:11,  2.90it/s]
epoch 0 loss 0.70422:   4%|▍         | 214/5632 [01:18<30:11,  2.99it/s]
epoch 0 loss 0.7041:   4%|▍         | 214/5632 [01:19<30:11,  2.99it/s] 
epoch 0 loss 0.7041:   4%|▍         | 215/5632 [01:19<29:32,  3.06it/s]
epoch 0 loss 0.70418:   4%|▍         | 215/5632 [01:19<29:32,  3.06it/s]
epoch 0 loss 0.70418:   4%|▍         | 216/5632 [01:19<29:03,  3.11it/s]
epoch 0 loss 0.70412:   4%|▍         | 216/5632 [01:19<29:03,  3.11it/s]
epoch 0 loss 0.70412:   4%|▍         | 217/5632 [01:19<28:44,  3.14it/s]
epoch 0 loss 0.70401:   4%|▍         | 217/5632 [01:19<28:44,  3.14it/s]
epoch 0 loss 0.70401:   4%|▍         | 218/5632 [01:19<28:38,  3.15it/s]
epoch 0 loss 0.70377:   4%|▍         | 218/5632 [01:20<28:38,  3.15it/s]
epoch 0 loss 0.70377:   4%|▍         | 219/5632 [01:20<28:26,  3.17it/s]
epoch 0 loss 0.70366:   4%|▍         | 219/5632 [01:20<28:26,  3.17it/s]
epoch 0 loss 0.70366:   4%|▍         | 220/5632 [01:20<28:37,  3.15it/s]
epoch 0 loss 0.70365:   4%|▍         | 220/5632 [01:20<28:37,  3.15it/s]
epoch 0 loss 0.70365:   4%|▍         | 221/5632 [01:20<28:42,  3.14it/s]
epoch 0 loss 0.70349:   4%|▍         | 221/5632 [01:21<28:42,  3.14it/s]
epoch 0 loss 0.70349:   4%|▍         | 222/5632 [01:21<28:28,  3.17it/s]
epoch 0 loss 0.70347:   4%|▍         | 222/5632 [01:21<28:28,  3.17it/s]
epoch 0 loss 0.70347:   4%|▍         | 223/5632 [01:21<28:17,  3.19it/s]
epoch 0 loss 0.70342:   4%|▍         | 223/5632 [01:21<28:17,  3.19it/s]
epoch 0 loss 0.70342:   4%|▍         | 224/5632 [01:21<28:11,  3.20it/s]
epoch 0 loss 0.70322:   4%|▍         | 224/5632 [01:22<28:11,  3.20it/s]
epoch 0 loss 0.70322:   4%|▍         | 225/5632 [01:22<28:04,  3.21it/s]
epoch 0 loss 0.70312:   4%|▍         | 225/5632 [01:22<28:04,  3.21it/s]
epoch 0 loss 0.70312:   4%|▍         | 226/5632 [01:22<28:00,  3.22it/s]
epoch 0 loss 0.70318:   4%|▍         | 226/5632 [01:22<28:00,  3.22it/s]
epoch 0 loss 0.70318:   4%|▍         | 227/5632 [01:22<27:56,  3.22it/s]
epoch 0 loss 0.70308:   4%|▍         | 227/5632 [01:23<27:56,  3.22it/s]
epoch 0 loss 0.70308:   4%|▍         | 228/5632 [01:23<27:56,  3.22it/s]
epoch 0 loss 0.70302:   4%|▍         | 228/5632 [01:23<27:56,  3.22it/s]
epoch 0 loss 0.70302:   4%|▍         | 229/5632 [01:23<27:55,  3.22it/s]
epoch 0 loss 0.70303:   4%|▍         | 229/5632 [01:23<27:55,  3.22it/s]
epoch 0 loss 0.70303:   4%|▍         | 230/5632 [01:23<27:55,  3.22it/s]
epoch 0 loss 0.70294:   4%|▍         | 230/5632 [01:23<27:55,  3.22it/s]
epoch 0 loss 0.70294:   4%|▍         | 231/5632 [01:24<27:53,  3.23it/s]
epoch 0 loss 0.70286:   4%|▍         | 231/5632 [01:24<27:53,  3.23it/s]
epoch 0 loss 0.70286:   4%|▍         | 232/5632 [01:24<27:51,  3.23it/s]
epoch 0 loss 0.70276:   4%|▍         | 232/5632 [01:24<27:51,  3.23it/s]
epoch 0 loss 0.70276:   4%|▍         | 233/5632 [01:24<27:54,  3.22it/s]
epoch 0 loss 0.70262:   4%|▍         | 233/5632 [01:24<27:54,  3.22it/s]
epoch 0 loss 0.70262:   4%|▍         | 234/5632 [01:24<27:53,  3.23it/s]
epoch 0 loss 0.70265:   4%|▍         | 234/5632 [01:25<27:53,  3.23it/s]
epoch 0 loss 0.70265:   4%|▍         | 235/5632 [01:25<27:54,  3.22it/s]
epoch 0 loss 0.70245:   4%|▍         | 235/5632 [01:25<27:54,  3.22it/s]
epoch 0 loss 0.70245:   4%|▍         | 236/5632 [01:25<27:55,  3.22it/s]
epoch 0 loss 0.7026:   4%|▍         | 236/5632 [01:25<27:55,  3.22it/s] 
epoch 0 loss 0.7026:   4%|▍         | 237/5632 [01:25<27:59,  3.21it/s]
epoch 0 loss 0.70243:   4%|▍         | 237/5632 [01:26<27:59,  3.21it/s]
epoch 0 loss 0.70243:   4%|▍         | 238/5632 [01:26<27:54,  3.22it/s]
epoch 0 loss 0.70247:   4%|▍         | 238/5632 [01:26<27:54,  3.22it/s]
epoch 0 loss 0.70247:   4%|▍         | 239/5632 [01:26<27:58,  3.21it/s]
epoch 0 loss 0.70261:   4%|▍         | 239/5632 [01:26<27:58,  3.21it/s]
epoch 0 loss 0.70261:   4%|▍         | 240/5632 [01:26<27:57,  3.21it/s]
epoch 0 loss 0.70284:   4%|▍         | 240/5632 [01:27<27:57,  3.21it/s]
epoch 0 loss 0.70284:   4%|▍         | 241/5632 [01:27<27:53,  3.22it/s]
epoch 0 loss 0.70275:   4%|▍         | 241/5632 [01:27<27:53,  3.22it/s]
epoch 0 loss 0.70275:   4%|▍         | 242/5632 [01:27<27:52,  3.22it/s]
epoch 0 loss 0.7028:   4%|▍         | 242/5632 [01:27<27:52,  3.22it/s] 
epoch 0 loss 0.7028:   4%|▍         | 243/5632 [01:27<27:50,  3.23it/s]
epoch 0 loss 0.70286:   4%|▍         | 243/5632 [01:28<27:50,  3.23it/s]
epoch 0 loss 0.70286:   4%|▍         | 244/5632 [01:28<27:50,  3.23it/s]
epoch 0 loss 0.70278:   4%|▍         | 244/5632 [01:28<27:50,  3.23it/s]
epoch 0 loss 0.70278:   4%|▍         | 245/5632 [01:28<27:54,  3.22it/s]
epoch 0 loss 0.70259:   4%|▍         | 245/5632 [01:28<27:54,  3.22it/s]
epoch 0 loss 0.70259:   4%|▍         | 246/5632 [01:28<27:51,  3.22it/s]
epoch 0 loss 0.70245:   4%|▍         | 246/5632 [01:28<27:51,  3.22it/s]
epoch 0 loss 0.70245:   4%|▍         | 247/5632 [01:28<27:57,  3.21it/s]
epoch 0 loss 0.70221:   4%|▍         | 247/5632 [01:29<27:57,  3.21it/s]
epoch 0 loss 0.70221:   4%|▍         | 248/5632 [01:29<27:57,  3.21it/s]
epoch 0 loss 0.70223:   4%|▍         | 248/5632 [01:29<27:57,  3.21it/s]
epoch 0 loss 0.70223:   4%|▍         | 249/5632 [01:29<27:56,  3.21it/s]
epoch 0 loss 0.70212:   4%|▍         | 249/5632 [01:29<27:56,  3.21it/s]
epoch 0 loss 0.70212:   4%|▍         | 250/5632 [01:29<27:58,  3.21it/s]
epoch 0 loss 0.70192:   4%|▍         | 250/5632 [01:31<27:58,  3.21it/s]
epoch 0 loss 0.70192:   4%|▍         | 251/5632 [01:31<1:07:11,  1.33it/s]
epoch 0 loss 0.70186:   4%|▍         | 251/5632 [01:31<1:07:11,  1.33it/s]
epoch 0 loss 0.70186:   4%|▍         | 252/5632 [01:31<55:22,  1.62it/s]  
epoch 0 loss 0.70176:   4%|▍         | 252/5632 [01:32<55:22,  1.62it/s]
epoch 0 loss 0.70176:   4%|▍         | 253/5632 [01:32<47:05,  1.90it/s]
epoch 0 loss 0.70156:   4%|▍         | 253/5632 [01:32<47:05,  1.90it/s]
epoch 0 loss 0.70156:   5%|▍         | 254/5632 [01:32<41:16,  2.17it/s]
epoch 0 loss 0.70172:   5%|▍         | 254/5632 [01:32<41:16,  2.17it/s]
epoch 0 loss 0.70172:   5%|▍         | 255/5632 [01:32<37:11,  2.41it/s]
epoch 0 loss 0.70145:   5%|▍         | 255/5632 [01:33<37:11,  2.41it/s]
epoch 0 loss 0.70145:   5%|▍         | 256/5632 [01:33<34:22,  2.61it/s]
epoch 0 loss 0.70137:   5%|▍         | 256/5632 [01:33<34:22,  2.61it/s]
epoch 0 loss 0.70137:   5%|▍         | 257/5632 [01:33<32:24,  2.76it/s]
epoch 0 loss 0.70156:   5%|▍         | 257/5632 [01:33<32:24,  2.76it/s]
epoch 0 loss 0.70156:   5%|▍         | 258/5632 [01:33<30:59,  2.89it/s]
epoch 0 loss 0.70139:   5%|▍         | 258/5632 [01:34<30:59,  2.89it/s]
epoch 0 loss 0.70139:   5%|▍         | 259/5632 [01:34<30:02,  2.98it/s]
epoch 0 loss 0.70121:   5%|▍         | 259/5632 [01:34<30:02,  2.98it/s]
epoch 0 loss 0.70121:   5%|▍         | 260/5632 [01:34<29:22,  3.05it/s]
epoch 0 loss 0.70111:   5%|▍         | 260/5632 [01:34<29:22,  3.05it/s]
epoch 0 loss 0.70111:   5%|▍         | 261/5632 [01:34<28:57,  3.09it/s]
epoch 0 loss 0.70113:   5%|▍         | 261/5632 [01:35<28:57,  3.09it/s]
epoch 0 loss 0.70113:   5%|▍         | 262/5632 [01:35<28:33,  3.13it/s]
epoch 0 loss 0.70103:   5%|▍         | 262/5632 [01:35<28:33,  3.13it/s]
epoch 0 loss 0.70103:   5%|▍         | 263/5632 [01:35<28:18,  3.16it/s]
epoch 0 loss 0.70096:   5%|▍         | 263/5632 [01:35<28:18,  3.16it/s]
epoch 0 loss 0.70096:   5%|▍         | 264/5632 [01:35<28:07,  3.18it/s]
epoch 0 loss 0.7009:   5%|▍         | 264/5632 [01:36<28:07,  3.18it/s] 
epoch 0 loss 0.7009:   5%|▍         | 265/5632 [01:36<28:01,  3.19it/s]
epoch 0 loss 0.70074:   5%|▍         | 265/5632 [01:36<28:01,  3.19it/s]
epoch 0 loss 0.70074:   5%|▍         | 266/5632 [01:36<27:59,  3.19it/s]
epoch 0 loss 0.70034:   5%|▍         | 266/5632 [01:36<27:59,  3.19it/s]
epoch 0 loss 0.70034:   5%|▍         | 267/5632 [01:36<27:52,  3.21it/s]
epoch 0 loss 0.70005:   5%|▍         | 267/5632 [01:36<27:52,  3.21it/s]
epoch 0 loss 0.70005:   5%|▍         | 268/5632 [01:36<27:51,  3.21it/s]
epoch 0 loss 0.7001:   5%|▍         | 268/5632 [01:37<27:51,  3.21it/s] 
epoch 0 loss 0.7001:   5%|▍         | 269/5632 [01:37<27:49,  3.21it/s]
epoch 0 loss 0.70024:   5%|▍         | 269/5632 [01:37<27:49,  3.21it/s]
epoch 0 loss 0.70024:   5%|▍         | 270/5632 [01:37<27:54,  3.20it/s]
epoch 0 loss 0.70029:   5%|▍         | 270/5632 [01:37<27:54,  3.20it/s]
epoch 0 loss 0.70029:   5%|▍         | 271/5632 [01:37<27:49,  3.21it/s]
epoch 0 loss 0.70011:   5%|▍         | 271/5632 [01:38<27:49,  3.21it/s]
epoch 0 loss 0.70011:   5%|▍         | 272/5632 [01:38<27:46,  3.22it/s]
epoch 0 loss 0.69994:   5%|▍         | 272/5632 [01:38<27:46,  3.22it/s]
epoch 0 loss 0.69994:   5%|▍         | 273/5632 [01:38<27:42,  3.22it/s]
epoch 0 loss 0.7001:   5%|▍         | 273/5632 [01:38<27:42,  3.22it/s] 
epoch 0 loss 0.7001:   5%|▍         | 274/5632 [01:38<27:42,  3.22it/s]
epoch 0 loss 0.69997:   5%|▍         | 274/5632 [01:39<27:42,  3.22it/s]
epoch 0 loss 0.69997:   5%|▍         | 275/5632 [01:39<27:41,  3.22it/s]
epoch 0 loss 0.69991:   5%|▍         | 275/5632 [01:39<27:41,  3.22it/s]
epoch 0 loss 0.69991:   5%|▍         | 276/5632 [01:39<27:41,  3.22it/s]
epoch 0 loss 0.69977:   5%|▍         | 276/5632 [01:39<27:41,  3.22it/s]
epoch 0 loss 0.69977:   5%|▍         | 277/5632 [01:39<27:41,  3.22it/s]
epoch 0 loss 0.69957:   5%|▍         | 277/5632 [01:40<27:41,  3.22it/s]
epoch 0 loss 0.69957:   5%|▍         | 278/5632 [01:40<27:39,  3.23it/s]
epoch 0 loss 0.69956:   5%|▍         | 278/5632 [01:40<27:39,  3.23it/s]
epoch 0 loss 0.69956:   5%|▍         | 279/5632 [01:40<27:48,  3.21it/s]
epoch 0 loss 0.69959:   5%|▍         | 279/5632 [01:40<27:48,  3.21it/s]
epoch 0 loss 0.69959:   5%|▍         | 280/5632 [01:40<27:50,  3.20it/s]
epoch 0 loss 0.69954:   5%|▍         | 280/5632 [01:40<27:50,  3.20it/s]
epoch 0 loss 0.69954:   5%|▍         | 281/5632 [01:41<27:45,  3.21it/s]
epoch 0 loss 0.69943:   5%|▍         | 281/5632 [01:41<27:45,  3.21it/s]
epoch 0 loss 0.69943:   5%|▌         | 282/5632 [01:41<27:44,  3.21it/s]
epoch 0 loss 0.69943:   5%|▌         | 282/5632 [01:41<27:44,  3.21it/s]
epoch 0 loss 0.69943:   5%|▌         | 283/5632 [01:41<27:47,  3.21it/s]
epoch 0 loss 0.69936:   5%|▌         | 283/5632 [01:41<27:47,  3.21it/s]
epoch 0 loss 0.69936:   5%|▌         | 284/5632 [01:41<27:50,  3.20it/s]
epoch 0 loss 0.69914:   5%|▌         | 284/5632 [01:42<27:50,  3.20it/s]
epoch 0 loss 0.69914:   5%|▌         | 285/5632 [01:42<27:48,  3.20it/s]
epoch 0 loss 0.69919:   5%|▌         | 285/5632 [01:42<27:48,  3.20it/s]
epoch 0 loss 0.69919:   5%|▌         | 286/5632 [01:42<27:44,  3.21it/s]
epoch 0 loss 0.69926:   5%|▌         | 286/5632 [01:42<27:44,  3.21it/s]
epoch 0 loss 0.69926:   5%|▌         | 287/5632 [01:42<27:43,  3.21it/s]
epoch 0 loss 0.69931:   5%|▌         | 287/5632 [01:43<27:43,  3.21it/s]
epoch 0 loss 0.69931:   5%|▌         | 288/5632 [01:43<27:42,  3.21it/s]
epoch 0 loss 0.69921:   5%|▌         | 288/5632 [01:43<27:42,  3.21it/s]
epoch 0 loss 0.69921:   5%|▌         | 289/5632 [01:43<27:42,  3.21it/s]
epoch 0 loss 0.69927:   5%|▌         | 289/5632 [01:43<27:42,  3.21it/s]
epoch 0 loss 0.69927:   5%|▌         | 290/5632 [01:43<27:41,  3.22it/s]
epoch 0 loss 0.69907:   5%|▌         | 290/5632 [01:44<27:41,  3.22it/s]
epoch 0 loss 0.69907:   5%|▌         | 291/5632 [01:44<27:35,  3.23it/s]
epoch 0 loss 0.69892:   5%|▌         | 291/5632 [01:45<27:35,  3.23it/s]
epoch 0 loss 0.69892:   5%|▌         | 292/5632 [01:45<1:09:35,  1.28it/s]
epoch 0 loss 0.69877:   5%|▌         | 292/5632 [01:46<1:09:35,  1.28it/s]
epoch 0 loss 0.69877:   5%|▌         | 293/5632 [01:46<57:00,  1.56it/s]  
epoch 0 loss 0.69854:   5%|▌         | 293/5632 [01:46<57:00,  1.56it/s]
epoch 0 loss 0.69854:   5%|▌         | 294/5632 [01:46<48:09,  1.85it/s]
epoch 0 loss 0.69839:   5%|▌         | 294/5632 [01:46<48:09,  1.85it/s]
epoch 0 loss 0.69839:   5%|▌         | 295/5632 [01:46<42:09,  2.11it/s]
epoch 0 loss 0.6983:   5%|▌         | 295/5632 [01:47<42:09,  2.11it/s] 
epoch 0 loss 0.6983:   5%|▌         | 296/5632 [01:47<37:53,  2.35it/s]
epoch 0 loss 0.69814:   5%|▌         | 296/5632 [01:47<37:53,  2.35it/s]
epoch 0 loss 0.69814:   5%|▌         | 297/5632 [01:47<34:44,  2.56it/s]
epoch 0 loss 0.69791:   5%|▌         | 297/5632 [01:47<34:44,  2.56it/s]
epoch 0 loss 0.69791:   5%|▌         | 298/5632 [01:47<32:33,  2.73it/s]
epoch 0 loss 0.69775:   5%|▌         | 298/5632 [01:48<32:33,  2.73it/s]
epoch 0 loss 0.69775:   5%|▌         | 299/5632 [01:48<31:02,  2.86it/s]
epoch 0 loss 0.69742:   5%|▌         | 299/5632 [01:48<31:02,  2.86it/s]
epoch 0 loss 0.69742:   5%|▌         | 300/5632 [01:48<30:00,  2.96it/s]
epoch 0 loss 0.69726:   5%|▌         | 300/5632 [01:48<30:00,  2.96it/s]
epoch 0 loss 0.69726:   5%|▌         | 301/5632 [01:48<29:17,  3.03it/s]
epoch 0 loss 0.69665:   5%|▌         | 301/5632 [01:49<29:17,  3.03it/s]
epoch 0 loss 0.69665:   5%|▌         | 302/5632 [01:49<28:44,  3.09it/s]
epoch 0 loss 0.69681:   5%|▌         | 302/5632 [01:49<28:44,  3.09it/s]
epoch 0 loss 0.69681:   5%|▌         | 303/5632 [01:49<28:21,  3.13it/s]
epoch 0 loss 0.69668:   5%|▌         | 303/5632 [01:49<28:21,  3.13it/s]
epoch 0 loss 0.69668:   5%|▌         | 304/5632 [01:49<28:09,  3.15it/s]
epoch 0 loss 0.69655:   5%|▌         | 304/5632 [01:50<28:09,  3.15it/s]
epoch 0 loss 0.69655:   5%|▌         | 305/5632 [01:50<27:57,  3.17it/s]
epoch 0 loss 0.6964:   5%|▌         | 305/5632 [01:50<27:57,  3.17it/s] 
epoch 0 loss 0.6964:   5%|▌         | 306/5632 [01:50<27:48,  3.19it/s]
epoch 0 loss 0.69624:   5%|▌         | 306/5632 [01:50<27:48,  3.19it/s]
epoch 0 loss 0.69624:   5%|▌         | 307/5632 [01:50<27:43,  3.20it/s]
epoch 0 loss 0.69615:   5%|▌         | 307/5632 [01:50<27:43,  3.20it/s]
epoch 0 loss 0.69615:   5%|▌         | 308/5632 [01:50<27:40,  3.21it/s]
epoch 0 loss 0.69597:   5%|▌         | 308/5632 [01:51<27:40,  3.21it/s]
epoch 0 loss 0.69597:   5%|▌         | 309/5632 [01:51<27:37,  3.21it/s]
epoch 0 loss 0.69584:   5%|▌         | 309/5632 [01:51<27:37,  3.21it/s]
epoch 0 loss 0.69584:   6%|▌         | 310/5632 [01:51<27:35,  3.22it/s]
epoch 0 loss 0.69556:   6%|▌         | 310/5632 [01:51<27:35,  3.22it/s]
epoch 0 loss 0.69556:   6%|▌         | 311/5632 [01:51<27:32,  3.22it/s]
epoch 0 loss 0.69536:   6%|▌         | 311/5632 [01:52<27:32,  3.22it/s]
epoch 0 loss 0.69536:   6%|▌         | 312/5632 [01:52<27:31,  3.22it/s]
epoch 0 loss 0.69508:   6%|▌         | 312/5632 [01:52<27:31,  3.22it/s]
epoch 0 loss 0.69508:   6%|▌         | 313/5632 [01:52<27:30,  3.22it/s]
epoch 0 loss 0.69499:   6%|▌         | 313/5632 [01:52<27:30,  3.22it/s]
epoch 0 loss 0.69499:   6%|▌         | 314/5632 [01:52<27:29,  3.22it/s]
epoch 0 loss 0.69474:   6%|▌         | 314/5632 [01:53<27:29,  3.22it/s]
epoch 0 loss 0.69474:   6%|▌         | 315/5632 [01:53<27:27,  3.23it/s]
epoch 0 loss 0.69447:   6%|▌         | 315/5632 [01:53<27:27,  3.23it/s]
epoch 0 loss 0.69447:   6%|▌         | 316/5632 [01:53<27:28,  3.23it/s]
epoch 0 loss 0.69438:   6%|▌         | 316/5632 [01:53<27:28,  3.23it/s]
epoch 0 loss 0.69438:   6%|▌         | 317/5632 [01:53<27:33,  3.21it/s]
epoch 0 loss 0.69423:   6%|▌         | 317/5632 [01:54<27:33,  3.21it/s]
epoch 0 loss 0.69423:   6%|▌         | 318/5632 [01:54<27:40,  3.20it/s]
epoch 0 loss 0.69417:   6%|▌         | 318/5632 [01:54<27:40,  3.20it/s]
epoch 0 loss 0.69417:   6%|▌         | 319/5632 [01:54<27:31,  3.22it/s]
epoch 0 loss 0.69369:   6%|▌         | 319/5632 [01:54<27:31,  3.22it/s]
epoch 0 loss 0.69369:   6%|▌         | 320/5632 [01:54<27:26,  3.23it/s]
epoch 0 loss 0.6937:   6%|▌         | 320/5632 [01:54<27:26,  3.23it/s] 
epoch 0 loss 0.6937:   6%|▌         | 321/5632 [01:55<27:34,  3.21it/s]
epoch 0 loss 0.69348:   6%|▌         | 321/5632 [01:55<27:34,  3.21it/s]
epoch 0 loss 0.69348:   6%|▌         | 322/5632 [01:55<27:33,  3.21it/s]
epoch 0 loss 0.69341:   6%|▌         | 322/5632 [01:55<27:33,  3.21it/s]
epoch 0 loss 0.69341:   6%|▌         | 323/5632 [01:55<27:30,  3.22it/s]
epoch 0 loss 0.69321:   6%|▌         | 323/5632 [01:55<27:30,  3.22it/s]
epoch 0 loss 0.69321:   6%|▌         | 324/5632 [01:55<27:27,  3.22it/s]
epoch 0 loss 0.69319:   6%|▌         | 324/5632 [01:56<27:27,  3.22it/s]
epoch 0 loss 0.69319:   6%|▌         | 325/5632 [01:56<27:27,  3.22it/s]
epoch 0 loss 0.69282:   6%|▌         | 325/5632 [01:56<27:27,  3.22it/s]
epoch 0 loss 0.69282:   6%|▌         | 326/5632 [01:56<27:24,  3.23it/s]
epoch 0 loss 0.69269:   6%|▌         | 326/5632 [01:56<27:24,  3.23it/s]
epoch 0 loss 0.69269:   6%|▌         | 327/5632 [01:56<27:27,  3.22it/s]
epoch 0 loss 0.69264:   6%|▌         | 327/5632 [01:57<27:27,  3.22it/s]
epoch 0 loss 0.69264:   6%|▌         | 328/5632 [01:57<27:27,  3.22it/s]
epoch 0 loss 0.69265:   6%|▌         | 328/5632 [01:57<27:27,  3.22it/s]
epoch 0 loss 0.69265:   6%|▌         | 329/5632 [01:57<27:26,  3.22it/s]
epoch 0 loss 0.69259:   6%|▌         | 329/5632 [01:57<27:26,  3.22it/s]
epoch 0 loss 0.69259:   6%|▌         | 330/5632 [01:57<27:29,  3.21it/s]
epoch 0 loss 0.69239:   6%|▌         | 330/5632 [01:58<27:29,  3.21it/s]
epoch 0 loss 0.69239:   6%|▌         | 331/5632 [01:58<27:28,  3.22it/s]
epoch 0 loss 0.69228:   6%|▌         | 331/5632 [01:58<27:28,  3.22it/s]
epoch 0 loss 0.69228:   6%|▌         | 332/5632 [01:58<27:30,  3.21it/s]
epoch 0 loss 0.69224:   6%|▌         | 332/5632 [01:58<27:30,  3.21it/s]
epoch 0 loss 0.69224:   6%|▌         | 333/5632 [01:58<27:22,  3.23it/s]
epoch 0 loss 0.69252:   6%|▌         | 333/5632 [01:59<27:22,  3.23it/s]
epoch 0 loss 0.69252:   6%|▌         | 334/5632 [01:59<27:26,  3.22it/s]
epoch 0 loss 0.69245:   6%|▌         | 334/5632 [01:59<27:26,  3.22it/s]
epoch 0 loss 0.69245:   6%|▌         | 335/5632 [01:59<27:23,  3.22it/s]
epoch 0 loss 0.69236:   6%|▌         | 335/5632 [01:59<27:23,  3.22it/s]
epoch 0 loss 0.69236:   6%|▌         | 336/5632 [01:59<27:33,  3.20it/s]
epoch 0 loss 0.692:   6%|▌         | 336/5632 [02:01<27:33,  3.20it/s]  
epoch 0 loss 0.692:   6%|▌         | 337/5632 [02:01<1:03:44,  1.38it/s]
epoch 0 loss 0.69192:   6%|▌         | 337/5632 [02:01<1:03:44,  1.38it/s]
epoch 0 loss 0.69192:   6%|▌         | 338/5632 [02:01<52:52,  1.67it/s]  
epoch 0 loss 0.69175:   6%|▌         | 338/5632 [02:01<52:52,  1.67it/s]
epoch 0 loss 0.69175:   6%|▌         | 339/5632 [02:01<45:14,  1.95it/s]
epoch 0 loss 0.69145:   6%|▌         | 339/5632 [02:02<45:14,  1.95it/s]
epoch 0 loss 0.69145:   6%|▌         | 340/5632 [02:02<39:57,  2.21it/s]
epoch 0 loss 0.69104:   6%|▌         | 340/5632 [02:02<39:57,  2.21it/s]
epoch 0 loss 0.69104:   6%|▌         | 341/5632 [02:02<36:10,  2.44it/s]
epoch 0 loss 0.69101:   6%|▌         | 341/5632 [02:02<36:10,  2.44it/s]
epoch 0 loss 0.69101:   6%|▌         | 342/5632 [02:02<33:31,  2.63it/s]
epoch 0 loss 0.6908:   6%|▌         | 342/5632 [02:03<33:31,  2.63it/s] 
epoch 0 loss 0.6908:   6%|▌         | 343/5632 [02:03<31:35,  2.79it/s]
epoch 0 loss 0.69048:   6%|▌         | 343/5632 [02:03<31:35,  2.79it/s]
epoch 0 loss 0.69048:   6%|▌         | 344/5632 [02:03<30:27,  2.89it/s]
epoch 0 loss 0.69048:   6%|▌         | 344/5632 [02:03<30:27,  2.89it/s]
epoch 0 loss 0.69048:   6%|▌         | 345/5632 [02:03<29:34,  2.98it/s]
epoch 0 loss 0.69065:   6%|▌         | 345/5632 [02:04<29:34,  2.98it/s]
epoch 0 loss 0.69065:   6%|▌         | 346/5632 [02:04<28:49,  3.06it/s]
epoch 0 loss 0.69051:   6%|▌         | 346/5632 [02:04<28:49,  3.06it/s]
epoch 0 loss 0.69051:   6%|▌         | 347/5632 [02:04<28:21,  3.11it/s]
epoch 0 loss 0.69025:   6%|▌         | 347/5632 [02:04<28:21,  3.11it/s]
epoch 0 loss 0.69025:   6%|▌         | 348/5632 [02:04<28:00,  3.14it/s]
epoch 0 loss 0.68975:   6%|▌         | 348/5632 [02:05<28:00,  3.14it/s]
epoch 0 loss 0.68975:   6%|▌         | 349/5632 [02:05<27:46,  3.17it/s]
epoch 0 loss 0.68996:   6%|▌         | 349/5632 [02:05<27:46,  3.17it/s]
epoch 0 loss 0.68996:   6%|▌         | 350/5632 [02:05<27:37,  3.19it/s]
epoch 0 loss 0.68998:   6%|▌         | 350/5632 [02:05<27:37,  3.19it/s]
epoch 0 loss 0.68998:   6%|▌         | 351/5632 [02:05<27:31,  3.20it/s]
epoch 0 loss 0.6899:   6%|▌         | 351/5632 [02:05<27:31,  3.20it/s] 
epoch 0 loss 0.6899:   6%|▋         | 352/5632 [02:06<27:26,  3.21it/s]
epoch 0 loss 0.68966:   6%|▋         | 352/5632 [02:06<27:26,  3.21it/s]
epoch 0 loss 0.68966:   6%|▋         | 353/5632 [02:06<27:21,  3.22it/s]
epoch 0 loss 0.68922:   6%|▋         | 353/5632 [02:06<27:21,  3.22it/s]
epoch 0 loss 0.68922:   6%|▋         | 354/5632 [02:06<27:29,  3.20it/s]
epoch 0 loss 0.68912:   6%|▋         | 354/5632 [02:06<27:29,  3.20it/s]
epoch 0 loss 0.68912:   6%|▋         | 355/5632 [02:06<27:33,  3.19it/s]
epoch 0 loss 0.68897:   6%|▋         | 355/5632 [02:07<27:33,  3.19it/s]
epoch 0 loss 0.68897:   6%|▋         | 356/5632 [02:07<27:27,  3.20it/s]
epoch 0 loss 0.68875:   6%|▋         | 356/5632 [02:07<27:27,  3.20it/s]
epoch 0 loss 0.68875:   6%|▋         | 357/5632 [02:07<27:22,  3.21it/s]
epoch 0 loss 0.68861:   6%|▋         | 357/5632 [02:07<27:22,  3.21it/s]
epoch 0 loss 0.68861:   6%|▋         | 358/5632 [02:07<27:28,  3.20it/s]
epoch 0 loss 0.68863:   6%|▋         | 358/5632 [02:08<27:28,  3.20it/s]
epoch 0 loss 0.68863:   6%|▋         | 359/5632 [02:08<27:17,  3.22it/s]
epoch 0 loss 0.68856:   6%|▋         | 359/5632 [02:08<27:17,  3.22it/s]
epoch 0 loss 0.68856:   6%|▋         | 360/5632 [02:08<27:14,  3.23it/s]
epoch 0 loss 0.68829:   6%|▋         | 360/5632 [02:08<27:14,  3.23it/s]
epoch 0 loss 0.68829:   6%|▋         | 361/5632 [02:08<27:14,  3.22it/s]
epoch 0 loss 0.68789:   6%|▋         | 361/5632 [02:09<27:14,  3.22it/s]
epoch 0 loss 0.68789:   6%|▋         | 362/5632 [02:09<27:11,  3.23it/s]
epoch 0 loss 0.68729:   6%|▋         | 362/5632 [02:09<27:11,  3.23it/s]
epoch 0 loss 0.68729:   6%|▋         | 363/5632 [02:09<27:03,  3.25it/s]
epoch 0 loss 0.68704:   6%|▋         | 363/5632 [02:09<27:03,  3.25it/s]
epoch 0 loss 0.68704:   6%|▋         | 364/5632 [02:09<27:02,  3.25it/s]
epoch 0 loss 0.68674:   6%|▋         | 364/5632 [02:10<27:02,  3.25it/s]
epoch 0 loss 0.68674:   6%|▋         | 365/5632 [02:10<27:04,  3.24it/s]
epoch 0 loss 0.68642:   6%|▋         | 365/5632 [02:10<27:04,  3.24it/s]
epoch 0 loss 0.68642:   6%|▋         | 366/5632 [02:10<27:05,  3.24it/s]
epoch 0 loss 0.68604:   6%|▋         | 366/5632 [02:10<27:05,  3.24it/s]
epoch 0 loss 0.68604:   7%|▋         | 367/5632 [02:10<27:05,  3.24it/s]
epoch 0 loss 0.68566:   7%|▋         | 367/5632 [02:10<27:05,  3.24it/s]
epoch 0 loss 0.68566:   7%|▋         | 368/5632 [02:10<27:06,  3.24it/s]
epoch 0 loss 0.68559:   7%|▋         | 368/5632 [02:11<27:06,  3.24it/s]
epoch 0 loss 0.68559:   7%|▋         | 369/5632 [02:11<27:05,  3.24it/s]
epoch 0 loss 0.68529:   7%|▋         | 369/5632 [02:11<27:05,  3.24it/s]
epoch 0 loss 0.68529:   7%|▋         | 370/5632 [02:11<27:06,  3.23it/s]
epoch 0 loss 0.68489:   7%|▋         | 370/5632 [02:11<27:06,  3.23it/s]
epoch 0 loss 0.68489:   7%|▋         | 371/5632 [02:11<27:18,  3.21it/s]
epoch 0 loss 0.68491:   7%|▋         | 371/5632 [02:12<27:18,  3.21it/s]
epoch 0 loss 0.68491:   7%|▋         | 372/5632 [02:12<27:11,  3.22it/s]
epoch 0 loss 0.68491:   7%|▋         | 372/5632 [02:12<27:11,  3.22it/s]
epoch 0 loss 0.68491:   7%|▋         | 373/5632 [02:12<27:09,  3.23it/s]
epoch 0 loss 0.68478:   7%|▋         | 373/5632 [02:12<27:09,  3.23it/s]
epoch 0 loss 0.68478:   7%|▋         | 374/5632 [02:12<27:06,  3.23it/s]
epoch 0 loss 0.6845:   7%|▋         | 374/5632 [02:13<27:06,  3.23it/s] 
epoch 0 loss 0.6845:   7%|▋         | 375/5632 [02:13<27:08,  3.23it/s]
epoch 0 loss 0.68402:   7%|▋         | 375/5632 [02:13<27:08,  3.23it/s]
epoch 0 loss 0.68402:   7%|▋         | 376/5632 [02:13<27:06,  3.23it/s]
epoch 0 loss 0.68335:   7%|▋         | 376/5632 [02:13<27:06,  3.23it/s]
epoch 0 loss 0.68335:   7%|▋         | 377/5632 [02:13<27:06,  3.23it/s]
epoch 0 loss 0.68331:   7%|▋         | 377/5632 [02:14<27:06,  3.23it/s]
epoch 0 loss 0.68331:   7%|▋         | 378/5632 [02:14<27:04,  3.23it/s]
epoch 0 loss 0.68333:   7%|▋         | 378/5632 [02:14<27:04,  3.23it/s]
epoch 0 loss 0.68333:   7%|▋         | 379/5632 [02:14<27:11,  3.22it/s]
epoch 0 loss 0.68287:   7%|▋         | 379/5632 [02:14<27:11,  3.22it/s]
epoch 0 loss 0.68287:   7%|▋         | 380/5632 [02:14<27:09,  3.22it/s]
epoch 0 loss 0.68246:   7%|▋         | 380/5632 [02:14<27:09,  3.22it/s]
epoch 0 loss 0.68246:   7%|▋         | 381/5632 [02:14<27:08,  3.22it/s]
epoch 0 loss 0.68234:   7%|▋         | 381/5632 [02:15<27:08,  3.22it/s]
epoch 0 loss 0.68234:   7%|▋         | 382/5632 [02:15<27:05,  3.23it/s]
epoch 0 loss 0.68224:   7%|▋         | 382/5632 [02:16<27:05,  3.23it/s]
epoch 0 loss 0.68224:   7%|▋         | 383/5632 [02:16<53:40,  1.63it/s]
epoch 0 loss 0.68173:   7%|▋         | 383/5632 [02:16<53:40,  1.63it/s]
epoch 0 loss 0.68173:   7%|▋         | 384/5632 [02:16<45:40,  1.91it/s]
epoch 0 loss 0.68147:   7%|▋         | 384/5632 [02:17<45:40,  1.91it/s]
epoch 0 loss 0.68147:   7%|▋         | 385/5632 [02:17<40:05,  2.18it/s]
epoch 0 loss 0.68074:   7%|▋         | 385/5632 [02:17<40:05,  2.18it/s]
epoch 0 loss 0.68074:   7%|▋         | 386/5632 [02:17<36:11,  2.42it/s]
epoch 0 loss 0.68042:   7%|▋         | 386/5632 [02:17<36:11,  2.42it/s]
epoch 0 loss 0.68042:   7%|▋         | 387/5632 [02:17<33:27,  2.61it/s]
epoch 0 loss 0.67997:   7%|▋         | 387/5632 [02:18<33:27,  2.61it/s]
epoch 0 loss 0.67997:   7%|▋         | 388/5632 [02:18<31:31,  2.77it/s]
epoch 0 loss 0.67928:   7%|▋         | 388/5632 [02:18<31:31,  2.77it/s]
epoch 0 loss 0.67928:   7%|▋         | 389/5632 [02:18<30:08,  2.90it/s]
epoch 0 loss 0.67877:   7%|▋         | 389/5632 [02:18<30:08,  2.90it/s]
epoch 0 loss 0.67877:   7%|▋         | 390/5632 [02:18<29:11,  2.99it/s]
epoch 0 loss 0.67837:   7%|▋         | 390/5632 [02:19<29:11,  2.99it/s]
epoch 0 loss 0.67837:   7%|▋         | 391/5632 [02:19<28:32,  3.06it/s]
epoch 0 loss 0.67819:   7%|▋         | 391/5632 [02:19<28:32,  3.06it/s]
epoch 0 loss 0.67819:   7%|▋         | 392/5632 [02:19<28:06,  3.11it/s]
epoch 0 loss 0.67744:   7%|▋         | 392/5632 [02:19<28:06,  3.11it/s]
epoch 0 loss 0.67744:   7%|▋         | 393/5632 [02:19<27:48,  3.14it/s]
epoch 0 loss 0.67689:   7%|▋         | 393/5632 [02:20<27:48,  3.14it/s]
epoch 0 loss 0.67689:   7%|▋         | 394/5632 [02:20<27:33,  3.17it/s]
epoch 0 loss 0.6765:   7%|▋         | 394/5632 [02:20<27:33,  3.17it/s] 
epoch 0 loss 0.6765:   7%|▋         | 395/5632 [02:20<27:24,  3.18it/s]
epoch 0 loss 0.67579:   7%|▋         | 395/5632 [02:20<27:24,  3.18it/s]
epoch 0 loss 0.67579:   7%|▋         | 396/5632 [02:20<27:16,  3.20it/s]
epoch 0 loss 0.67563:   7%|▋         | 396/5632 [02:20<27:16,  3.20it/s]
epoch 0 loss 0.67563:   7%|▋         | 397/5632 [02:20<27:10,  3.21it/s]
epoch 0 loss 0.67518:   7%|▋         | 397/5632 [02:21<27:10,  3.21it/s]
epoch 0 loss 0.67518:   7%|▋         | 398/5632 [02:21<27:06,  3.22it/s]
epoch 0 loss 0.67531:   7%|▋         | 398/5632 [02:21<27:06,  3.22it/s]
epoch 0 loss 0.67531:   7%|▋         | 399/5632 [02:21<27:05,  3.22it/s]
epoch 0 loss 0.67494:   7%|▋         | 399/5632 [02:21<27:05,  3.22it/s]
epoch 0 loss 0.67494:   7%|▋         | 400/5632 [02:21<27:03,  3.22it/s]
epoch 0 loss 0.67423:   7%|▋         | 400/5632 [02:22<27:03,  3.22it/s]
epoch 0 loss 0.67423:   7%|▋         | 401/5632 [02:22<27:06,  3.22it/s]
epoch 0 loss 0.67499:   7%|▋         | 401/5632 [02:22<27:06,  3.22it/s]
epoch 0 loss 0.67499:   7%|▋         | 402/5632 [02:22<27:07,  3.21it/s]
epoch 0 loss 0.67521:   7%|▋         | 402/5632 [02:22<27:07,  3.21it/s]
epoch 0 loss 0.67521:   7%|▋         | 403/5632 [02:22<27:02,  3.22it/s]
epoch 0 loss 0.67477:   7%|▋         | 403/5632 [02:23<27:02,  3.22it/s]
epoch 0 loss 0.67477:   7%|▋         | 404/5632 [02:23<27:04,  3.22it/s]
epoch 0 loss 0.67468:   7%|▋         | 404/5632 [02:23<27:04,  3.22it/s]
epoch 0 loss 0.67468:   7%|▋         | 405/5632 [02:23<27:01,  3.22it/s]
epoch 0 loss 0.67398:   7%|▋         | 405/5632 [02:23<27:01,  3.22it/s]
epoch 0 loss 0.67398:   7%|▋         | 406/5632 [02:23<27:01,  3.22it/s]
epoch 0 loss 0.67402:   7%|▋         | 406/5632 [02:24<27:01,  3.22it/s]
epoch 0 loss 0.67402:   7%|▋         | 407/5632 [02:24<27:01,  3.22it/s]
epoch 0 loss 0.67364:   7%|▋         | 407/5632 [02:24<27:01,  3.22it/s]
epoch 0 loss 0.67364:   7%|▋         | 408/5632 [02:24<26:58,  3.23it/s]
epoch 0 loss 0.67314:   7%|▋         | 408/5632 [02:24<26:58,  3.23it/s]
epoch 0 loss 0.67314:   7%|▋         | 409/5632 [02:24<26:58,  3.23it/s]
epoch 0 loss 0.6727:   7%|▋         | 409/5632 [02:24<26:58,  3.23it/s] 
epoch 0 loss 0.6727:   7%|▋         | 410/5632 [02:24<26:55,  3.23it/s]
epoch 0 loss 0.67198:   7%|▋         | 410/5632 [02:25<26:55,  3.23it/s]
epoch 0 loss 0.67198:   7%|▋         | 411/5632 [02:25<26:55,  3.23it/s]
epoch 0 loss 0.67141:   7%|▋         | 411/5632 [02:25<26:55,  3.23it/s]
epoch 0 loss 0.67141:   7%|▋         | 412/5632 [02:25<26:55,  3.23it/s]
epoch 0 loss 0.67131:   7%|▋         | 412/5632 [02:25<26:55,  3.23it/s]
epoch 0 loss 0.67131:   7%|▋         | 413/5632 [02:25<26:56,  3.23it/s]
epoch 0 loss 0.67073:   7%|▋         | 413/5632 [02:26<26:56,  3.23it/s]
epoch 0 loss 0.67073:   7%|▋         | 414/5632 [02:26<27:01,  3.22it/s]
epoch 0 loss 0.67031:   7%|▋         | 414/5632 [02:26<27:01,  3.22it/s]
epoch 0 loss 0.67031:   7%|▋         | 415/5632 [02:26<27:00,  3.22it/s]
epoch 0 loss 0.66981:   7%|▋         | 415/5632 [02:26<27:00,  3.22it/s]
epoch 0 loss 0.66981:   7%|▋         | 416/5632 [02:26<27:01,  3.22it/s]
epoch 0 loss 0.66975:   7%|▋         | 416/5632 [02:27<27:01,  3.22it/s]
epoch 0 loss 0.66975:   7%|▋         | 417/5632 [02:27<27:00,  3.22it/s]
epoch 0 loss 0.66928:   7%|▋         | 417/5632 [02:27<27:00,  3.22it/s]
epoch 0 loss 0.66928:   7%|▋         | 418/5632 [02:27<27:00,  3.22it/s]
epoch 0 loss 0.66866:   7%|▋         | 418/5632 [02:27<27:00,  3.22it/s]
epoch 0 loss 0.66866:   7%|▋         | 419/5632 [02:27<26:59,  3.22it/s]
epoch 0 loss 0.66821:   7%|▋         | 419/5632 [02:28<26:59,  3.22it/s]
epoch 0 loss 0.66821:   7%|▋         | 420/5632 [02:28<26:58,  3.22it/s]
epoch 0 loss 0.66793:   7%|▋         | 420/5632 [02:28<26:58,  3.22it/s]
epoch 0 loss 0.66793:   7%|▋         | 421/5632 [02:28<26:56,  3.22it/s]
epoch 0 loss 0.66764:   7%|▋         | 421/5632 [02:28<26:56,  3.22it/s]
epoch 0 loss 0.66764:   7%|▋         | 422/5632 [02:28<26:56,  3.22it/s]
epoch 0 loss 0.66742:   7%|▋         | 422/5632 [02:29<26:56,  3.22it/s]
epoch 0 loss 0.66742:   8%|▊         | 423/5632 [02:29<26:55,  3.22it/s]
epoch 0 loss 0.66681:   8%|▊         | 423/5632 [02:29<26:55,  3.22it/s]
epoch 0 loss 0.66681:   8%|▊         | 424/5632 [02:29<26:56,  3.22it/s]
epoch 0 loss 0.66654:   8%|▊         | 424/5632 [02:29<26:56,  3.22it/s]
epoch 0 loss 0.66654:   8%|▊         | 425/5632 [02:29<26:56,  3.22it/s]
epoch 0 loss 0.66606:   8%|▊         | 425/5632 [02:29<26:56,  3.22it/s]
epoch 0 loss 0.66606:   8%|▊         | 426/5632 [02:29<26:54,  3.23it/s]
epoch 0 loss 0.66554:   8%|▊         | 426/5632 [02:30<26:54,  3.23it/s]
epoch 0 loss 0.66554:   8%|▊         | 427/5632 [02:30<26:53,  3.23it/s]
epoch 0 loss 0.66574:   8%|▊         | 427/5632 [02:30<26:53,  3.23it/s]
epoch 0 loss 0.66574:   8%|▊         | 428/5632 [02:30<26:52,  3.23it/s]
epoch 0 loss 0.66518:   8%|▊         | 428/5632 [02:32<26:52,  3.23it/s]
epoch 0 loss 0.66518:   8%|▊         | 429/5632 [02:32<1:03:53,  1.36it/s]
epoch 0 loss 0.66471:   8%|▊         | 429/5632 [02:32<1:03:53,  1.36it/s]
epoch 0 loss 0.66471:   8%|▊         | 430/5632 [02:32<52:44,  1.64it/s]  
epoch 0 loss 0.66437:   8%|▊         | 430/5632 [02:32<52:44,  1.64it/s]
epoch 0 loss 0.66437:   8%|▊         | 431/5632 [02:32<44:57,  1.93it/s]
epoch 0 loss 0.66421:   8%|▊         | 431/5632 [02:33<44:57,  1.93it/s]
epoch 0 loss 0.66421:   8%|▊         | 432/5632 [02:33<39:31,  2.19it/s]
epoch 0 loss 0.66441:   8%|▊         | 432/5632 [02:33<39:31,  2.19it/s]
epoch 0 loss 0.66441:   8%|▊         | 433/5632 [02:33<35:43,  2.43it/s]
epoch 0 loss 0.6639:   8%|▊         | 433/5632 [02:33<35:43,  2.43it/s] 
epoch 0 loss 0.6639:   8%|▊         | 434/5632 [02:33<33:02,  2.62it/s]
epoch 0 loss 0.66351:   8%|▊         | 434/5632 [02:34<33:02,  2.62it/s]
epoch 0 loss 0.66351:   8%|▊         | 435/5632 [02:34<31:09,  2.78it/s]
epoch 0 loss 0.66336:   8%|▊         | 435/5632 [02:34<31:09,  2.78it/s]
epoch 0 loss 0.66336:   8%|▊         | 436/5632 [02:34<29:50,  2.90it/s]
epoch 0 loss 0.66326:   8%|▊         | 436/5632 [02:34<29:50,  2.90it/s]
epoch 0 loss 0.66326:   8%|▊         | 437/5632 [02:34<28:56,  2.99it/s]
epoch 0 loss 0.66262:   8%|▊         | 437/5632 [02:35<28:56,  2.99it/s]
epoch 0 loss 0.66262:   8%|▊         | 438/5632 [02:35<28:15,  3.06it/s]
epoch 0 loss 0.66202:   8%|▊         | 438/5632 [02:35<28:15,  3.06it/s]
epoch 0 loss 0.66202:   8%|▊         | 439/5632 [02:35<27:51,  3.11it/s]
epoch 0 loss 0.66189:   8%|▊         | 439/5632 [02:35<27:51,  3.11it/s]
epoch 0 loss 0.66189:   8%|▊         | 440/5632 [02:35<27:30,  3.15it/s]
epoch 0 loss 0.66116:   8%|▊         | 440/5632 [02:36<27:30,  3.15it/s]
epoch 0 loss 0.66116:   8%|▊         | 441/5632 [02:36<27:20,  3.16it/s]
epoch 0 loss 0.66113:   8%|▊         | 441/5632 [02:36<27:20,  3.16it/s]
epoch 0 loss 0.66113:   8%|▊         | 442/5632 [02:36<27:13,  3.18it/s]
epoch 0 loss 0.66059:   8%|▊         | 442/5632 [02:36<27:13,  3.18it/s]
epoch 0 loss 0.66059:   8%|▊         | 443/5632 [02:36<27:09,  3.19it/s]
epoch 0 loss 0.66006:   8%|▊         | 443/5632 [02:36<27:09,  3.19it/s]
epoch 0 loss 0.66006:   8%|▊         | 444/5632 [02:36<27:04,  3.19it/s]
epoch 0 loss 0.65954:   8%|▊         | 444/5632 [02:37<27:04,  3.19it/s]
epoch 0 loss 0.65954:   8%|▊         | 445/5632 [02:37<27:09,  3.18it/s]
epoch 0 loss 0.65878:   8%|▊         | 445/5632 [02:37<27:09,  3.18it/s]
epoch 0 loss 0.65878:   8%|▊         | 446/5632 [02:37<27:04,  3.19it/s]
epoch 0 loss 0.65869:   8%|▊         | 446/5632 [02:37<27:04,  3.19it/s]
epoch 0 loss 0.65869:   8%|▊         | 447/5632 [02:37<27:03,  3.19it/s]
epoch 0 loss 0.65821:   8%|▊         | 447/5632 [02:38<27:03,  3.19it/s]
epoch 0 loss 0.65821:   8%|▊         | 448/5632 [02:38<26:59,  3.20it/s]
epoch 0 loss 0.65765:   8%|▊         | 448/5632 [02:38<26:59,  3.20it/s]
epoch 0 loss 0.65765:   8%|▊         | 449/5632 [02:38<26:59,  3.20it/s]
epoch 0 loss 0.65693:   8%|▊         | 449/5632 [02:38<26:59,  3.20it/s]
epoch 0 loss 0.65693:   8%|▊         | 450/5632 [02:38<26:58,  3.20it/s]
epoch 0 loss 0.6565:   8%|▊         | 450/5632 [02:39<26:58,  3.20it/s] 
epoch 0 loss 0.6565:   8%|▊         | 451/5632 [02:39<26:56,  3.20it/s]
epoch 0 loss 0.65603:   8%|▊         | 451/5632 [02:39<26:56,  3.20it/s]
epoch 0 loss 0.65603:   8%|▊         | 452/5632 [02:39<26:58,  3.20it/s]
epoch 0 loss 0.65573:   8%|▊         | 452/5632 [02:39<26:58,  3.20it/s]
epoch 0 loss 0.65573:   8%|▊         | 453/5632 [02:39<26:57,  3.20it/s]
epoch 0 loss 0.65604:   8%|▊         | 453/5632 [02:40<26:57,  3.20it/s]
epoch 0 loss 0.65604:   8%|▊         | 454/5632 [02:40<27:00,  3.20it/s]
epoch 0 loss 0.65569:   8%|▊         | 454/5632 [02:40<27:00,  3.20it/s]
epoch 0 loss 0.65569:   8%|▊         | 455/5632 [02:40<26:57,  3.20it/s]
epoch 0 loss 0.65558:   8%|▊         | 455/5632 [02:40<26:57,  3.20it/s]
epoch 0 loss 0.65558:   8%|▊         | 456/5632 [02:40<26:57,  3.20it/s]
epoch 0 loss 0.65529:   8%|▊         | 456/5632 [02:41<26:57,  3.20it/s]
epoch 0 loss 0.65529:   8%|▊         | 457/5632 [02:41<26:58,  3.20it/s]
epoch 0 loss 0.65471:   8%|▊         | 457/5632 [02:41<26:58,  3.20it/s]
epoch 0 loss 0.65471:   8%|▊         | 458/5632 [02:41<27:04,  3.19it/s]
epoch 0 loss 0.6545:   8%|▊         | 458/5632 [02:41<27:04,  3.19it/s] 
epoch 0 loss 0.6545:   8%|▊         | 459/5632 [02:41<27:06,  3.18it/s]
epoch 0 loss 0.65378:   8%|▊         | 459/5632 [02:41<27:06,  3.18it/s]
epoch 0 loss 0.65378:   8%|▊         | 460/5632 [02:41<27:04,  3.18it/s]
epoch 0 loss 0.65302:   8%|▊         | 460/5632 [02:42<27:04,  3.18it/s]
epoch 0 loss 0.65302:   8%|▊         | 461/5632 [02:42<27:01,  3.19it/s]
epoch 0 loss 0.65313:   8%|▊         | 461/5632 [02:42<27:01,  3.19it/s]
epoch 0 loss 0.65313:   8%|▊         | 462/5632 [02:42<26:59,  3.19it/s]
epoch 0 loss 0.65285:   8%|▊         | 462/5632 [02:42<26:59,  3.19it/s]
epoch 0 loss 0.65285:   8%|▊         | 463/5632 [02:42<26:54,  3.20it/s]
epoch 0 loss 0.65256:   8%|▊         | 463/5632 [02:43<26:54,  3.20it/s]
epoch 0 loss 0.65256:   8%|▊         | 464/5632 [02:43<26:53,  3.20it/s]
epoch 0 loss 0.65183:   8%|▊         | 464/5632 [02:43<26:53,  3.20it/s]
epoch 0 loss 0.65183:   8%|▊         | 465/5632 [02:43<27:02,  3.18it/s]
epoch 0 loss 0.65161:   8%|▊         | 465/5632 [02:43<27:02,  3.18it/s]
epoch 0 loss 0.65161:   8%|▊         | 466/5632 [02:43<27:03,  3.18it/s]
epoch 0 loss 0.65121:   8%|▊         | 466/5632 [02:44<27:03,  3.18it/s]
epoch 0 loss 0.65121:   8%|▊         | 467/5632 [02:44<27:04,  3.18it/s]
epoch 0 loss 0.6503:   8%|▊         | 467/5632 [02:44<27:04,  3.18it/s] 
epoch 0 loss 0.6503:   8%|▊         | 468/5632 [02:44<27:04,  3.18it/s]
epoch 0 loss 0.65008:   8%|▊         | 468/5632 [02:44<27:04,  3.18it/s]
epoch 0 loss 0.65008:   8%|▊         | 469/5632 [02:44<27:02,  3.18it/s]
epoch 0 loss 0.64976:   8%|▊         | 469/5632 [02:45<27:02,  3.18it/s]
epoch 0 loss 0.64976:   8%|▊         | 470/5632 [02:45<27:00,  3.18it/s]
epoch 0 loss 0.64933:   8%|▊         | 470/5632 [02:45<27:00,  3.18it/s]
epoch 0 loss 0.64933:   8%|▊         | 471/5632 [02:45<27:06,  3.17it/s]
epoch 0 loss 0.64929:   8%|▊         | 471/5632 [02:45<27:06,  3.17it/s]
epoch 0 loss 0.64929:   8%|▊         | 472/5632 [02:45<27:19,  3.15it/s]
epoch 0 loss 0.64892:   8%|▊         | 472/5632 [02:46<27:19,  3.15it/s]
epoch 0 loss 0.64892:   8%|▊         | 473/5632 [02:46<27:27,  3.13it/s]
epoch 0 loss 0.64848:   8%|▊         | 473/5632 [02:47<27:27,  3.13it/s]
epoch 0 loss 0.64848:   8%|▊         | 474/5632 [02:47<1:04:58,  1.32it/s]
epoch 0 loss 0.6484:   8%|▊         | 474/5632 [02:48<1:04:58,  1.32it/s] 
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epoch 0 loss 0.6476:   8%|▊         | 478/5632 [02:49<36:20,  2.36it/s]
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epoch 0 loss 0.64732:   9%|▊         | 479/5632 [02:49<33:33,  2.56it/s]
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epoch 0 loss 0.64688:   9%|▊         | 480/5632 [02:49<31:31,  2.72it/s]
epoch 0 loss 0.64708:   9%|▊         | 480/5632 [02:50<31:31,  2.72it/s]
epoch 0 loss 0.64708:   9%|▊         | 481/5632 [02:50<30:15,  2.84it/s]
epoch 0 loss 0.64644:   9%|▊         | 481/5632 [02:50<30:15,  2.84it/s]
epoch 0 loss 0.64644:   9%|▊         | 482/5632 [02:50<29:20,  2.93it/s]
epoch 0 loss 0.64607:   9%|▊         | 482/5632 [02:50<29:20,  2.93it/s]
epoch 0 loss 0.64607:   9%|▊         | 483/5632 [02:50<28:40,  2.99it/s]
epoch 0 loss 0.64637:   9%|▊         | 483/5632 [02:51<28:40,  2.99it/s]
epoch 0 loss 0.64637:   9%|▊         | 484/5632 [02:51<28:12,  3.04it/s]
epoch 0 loss 0.64592:   9%|▊         | 484/5632 [02:51<28:12,  3.04it/s]
epoch 0 loss 0.64592:   9%|▊         | 485/5632 [02:51<27:48,  3.08it/s]
epoch 0 loss 0.64577:   9%|▊         | 485/5632 [02:51<27:48,  3.08it/s]
epoch 0 loss 0.64577:   9%|▊         | 486/5632 [02:51<27:39,  3.10it/s]
epoch 0 loss 0.64551:   9%|▊         | 486/5632 [02:51<27:39,  3.10it/s]
epoch 0 loss 0.64551:   9%|▊         | 487/5632 [02:51<27:30,  3.12it/s]
epoch 0 loss 0.64493:   9%|▊         | 487/5632 [02:52<27:30,  3.12it/s]
epoch 0 loss 0.64493:   9%|▊         | 488/5632 [02:52<27:24,  3.13it/s]
epoch 0 loss 0.6444:   9%|▊         | 488/5632 [02:52<27:24,  3.13it/s] 
epoch 0 loss 0.6444:   9%|▊         | 489/5632 [02:52<27:21,  3.13it/s]
epoch 0 loss 0.6439:   9%|▊         | 489/5632 [02:52<27:21,  3.13it/s]
epoch 0 loss 0.6439:   9%|▊         | 490/5632 [02:52<27:11,  3.15it/s]
epoch 0 loss 0.64364:   9%|▊         | 490/5632 [02:53<27:11,  3.15it/s]
epoch 0 loss 0.64364:   9%|▊         | 491/5632 [02:53<27:05,  3.16it/s]
epoch 0 loss 0.64345:   9%|▊         | 491/5632 [02:53<27:05,  3.16it/s]
epoch 0 loss 0.64345:   9%|▊         | 492/5632 [02:53<27:09,  3.15it/s]
epoch 0 loss 0.64316:   9%|▊         | 492/5632 [02:53<27:09,  3.15it/s]
epoch 0 loss 0.64316:   9%|▉         | 493/5632 [02:53<27:10,  3.15it/s]
epoch 0 loss 0.64301:   9%|▉         | 493/5632 [02:54<27:10,  3.15it/s]
epoch 0 loss 0.64301:   9%|▉         | 494/5632 [02:54<27:09,  3.15it/s]
epoch 0 loss 0.6433:   9%|▉         | 494/5632 [02:54<27:09,  3.15it/s] 
epoch 0 loss 0.6433:   9%|▉         | 495/5632 [02:54<27:05,  3.16it/s]
epoch 0 loss 0.64285:   9%|▉         | 495/5632 [02:54<27:05,  3.16it/s]
epoch 0 loss 0.64285:   9%|▉         | 496/5632 [02:54<26:59,  3.17it/s]
epoch 0 loss 0.64303:   9%|▉         | 496/5632 [02:55<26:59,  3.17it/s]
epoch 0 loss 0.64303:   9%|▉         | 497/5632 [02:55<27:10,  3.15it/s]
epoch 0 loss 0.64284:   9%|▉         | 497/5632 [02:55<27:10,  3.15it/s]
epoch 0 loss 0.64284:   9%|▉         | 498/5632 [02:55<27:11,  3.15it/s]
epoch 0 loss 0.64283:   9%|▉         | 498/5632 [02:55<27:11,  3.15it/s]
epoch 0 loss 0.64283:   9%|▉         | 499/5632 [02:55<27:11,  3.15it/s]
epoch 0 loss 0.64252:   9%|▉         | 499/5632 [02:56<27:11,  3.15it/s]
epoch 0 loss 0.64252:   9%|▉         | 500/5632 [02:56<27:08,  3.15it/s]
epoch 0 loss 0.64195:   9%|▉         | 500/5632 [02:56<27:08,  3.15it/s]
epoch 0 loss 0.64195:   9%|▉         | 501/5632 [02:56<27:01,  3.16it/s]
epoch 0 loss 0.64172:   9%|▉         | 501/5632 [02:56<27:01,  3.16it/s]
epoch 0 loss 0.64172:   9%|▉         | 502/5632 [02:56<27:00,  3.17it/s]
epoch 0 loss 0.64204:   9%|▉         | 502/5632 [02:57<27:00,  3.17it/s]
epoch 0 loss 0.64204:   9%|▉         | 503/5632 [02:57<26:57,  3.17it/s]
epoch 0 loss 0.64186:   9%|▉         | 503/5632 [02:57<26:57,  3.17it/s]
epoch 0 loss 0.64186:   9%|▉         | 504/5632 [02:57<26:56,  3.17it/s]
epoch 0 loss 0.64179:   9%|▉         | 504/5632 [02:57<26:56,  3.17it/s]
epoch 0 loss 0.64179:   9%|▉         | 505/5632 [02:57<27:02,  3.16it/s]
epoch 0 loss 0.64174:   9%|▉         | 505/5632 [02:57<27:02,  3.16it/s]
epoch 0 loss 0.64174:   9%|▉         | 506/5632 [02:57<26:57,  3.17it/s]
epoch 0 loss 0.64133:   9%|▉         | 506/5632 [02:58<26:57,  3.17it/s]
epoch 0 loss 0.64133:   9%|▉         | 507/5632 [02:58<27:06,  3.15it/s]
epoch 0 loss 0.64107:   9%|▉         | 507/5632 [02:58<27:06,  3.15it/s]
epoch 0 loss 0.64107:   9%|▉         | 508/5632 [02:58<27:02,  3.16it/s]
epoch 0 loss 0.64122:   9%|▉         | 508/5632 [02:58<27:02,  3.16it/s]
epoch 0 loss 0.64122:   9%|▉         | 509/5632 [02:58<27:00,  3.16it/s]
epoch 0 loss 0.64074:   9%|▉         | 509/5632 [02:59<27:00,  3.16it/s]
epoch 0 loss 0.64074:   9%|▉         | 510/5632 [02:59<27:29,  3.10it/s]
epoch 0 loss 0.6403:   9%|▉         | 510/5632 [02:59<27:29,  3.10it/s] 
epoch 0 loss 0.6403:   9%|▉         | 511/5632 [02:59<28:12,  3.03it/s]
epoch 0 loss 0.6399:   9%|▉         | 511/5632 [02:59<28:12,  3.03it/s]
epoch 0 loss 0.6399:   9%|▉         | 512/5632 [02:59<28:16,  3.02it/s]
epoch 0 loss 0.63958:   9%|▉         | 512/5632 [03:00<28:16,  3.02it/s]
epoch 0 loss 0.63958:   9%|▉         | 513/5632 [03:00<28:54,  2.95it/s]
epoch 0 loss 0.63961:   9%|▉         | 513/5632 [03:00<28:54,  2.95it/s]
epoch 0 loss 0.63961:   9%|▉         | 514/5632 [03:00<28:40,  2.97it/s]
epoch 0 loss 0.63931:   9%|▉         | 514/5632 [03:01<28:40,  2.97it/s]
epoch 0 loss 0.63931:   9%|▉         | 515/5632 [03:01<54:43,  1.56it/s]
epoch 0 loss 0.63886:   9%|▉         | 515/5632 [03:02<54:43,  1.56it/s]
epoch 0 loss 0.63886:   9%|▉         | 516/5632 [03:02<46:26,  1.84it/s]
epoch 0 loss 0.63857:   9%|▉         | 516/5632 [03:02<46:26,  1.84it/s]
epoch 0 loss 0.63857:   9%|▉         | 517/5632 [03:02<40:35,  2.10it/s]
epoch 0 loss 0.63822:   9%|▉         | 517/5632 [03:02<40:35,  2.10it/s]
epoch 0 loss 0.63822:   9%|▉         | 518/5632 [03:02<36:29,  2.34it/s]
epoch 0 loss 0.63771:   9%|▉         | 518/5632 [03:03<36:29,  2.34it/s]
epoch 0 loss 0.63771:   9%|▉         | 519/5632 [03:03<33:35,  2.54it/s]
epoch 0 loss 0.63721:   9%|▉         | 519/5632 [03:03<33:35,  2.54it/s]
epoch 0 loss 0.63721:   9%|▉         | 520/5632 [03:03<31:32,  2.70it/s]
epoch 0 loss 0.63746:   9%|▉         | 520/5632 [03:03<31:32,  2.70it/s]
epoch 0 loss 0.63746:   9%|▉         | 521/5632 [03:03<30:04,  2.83it/s]
epoch 0 loss 0.63724:   9%|▉         | 521/5632 [03:04<30:04,  2.83it/s]
epoch 0 loss 0.63724:   9%|▉         | 522/5632 [03:04<29:20,  2.90it/s]
epoch 0 loss 0.63724:   9%|▉         | 522/5632 [03:04<29:20,  2.90it/s]
epoch 0 loss 0.63724:   9%|▉         | 523/5632 [03:04<28:36,  2.98it/s]
epoch 0 loss 0.63729:   9%|▉         | 523/5632 [03:04<28:36,  2.98it/s]
epoch 0 loss 0.63729:   9%|▉         | 524/5632 [03:04<28:10,  3.02it/s]
epoch 0 loss 0.63654:   9%|▉         | 524/5632 [03:05<28:10,  3.02it/s]
epoch 0 loss 0.63654:   9%|▉         | 525/5632 [03:05<27:49,  3.06it/s]
epoch 0 loss 0.63599:   9%|▉         | 525/5632 [03:05<27:49,  3.06it/s]
epoch 0 loss 0.63599:   9%|▉         | 526/5632 [03:05<27:31,  3.09it/s]
epoch 0 loss 0.63619:   9%|▉         | 526/5632 [03:05<27:31,  3.09it/s]
epoch 0 loss 0.63619:   9%|▉         | 527/5632 [03:05<27:12,  3.13it/s]
epoch 0 loss 0.63611:   9%|▉         | 527/5632 [03:06<27:12,  3.13it/s]
epoch 0 loss 0.63611:   9%|▉         | 528/5632 [03:06<27:21,  3.11it/s]
epoch 0 loss 0.63559:   9%|▉         | 528/5632 [03:06<27:21,  3.11it/s]
epoch 0 loss 0.63559:   9%|▉         | 529/5632 [03:06<27:18,  3.12it/s]
epoch 0 loss 0.63546:   9%|▉         | 529/5632 [03:06<27:18,  3.12it/s]
epoch 0 loss 0.63546:   9%|▉         | 530/5632 [03:06<27:16,  3.12it/s]
epoch 0 loss 0.63507:   9%|▉         | 530/5632 [03:07<27:16,  3.12it/s]
epoch 0 loss 0.63507:   9%|▉         | 531/5632 [03:07<27:08,  3.13it/s]
epoch 0 loss 0.63479:   9%|▉         | 531/5632 [03:07<27:08,  3.13it/s]
epoch 0 loss 0.63479:   9%|▉         | 532/5632 [03:07<27:02,  3.14it/s]
epoch 0 loss 0.63479:   9%|▉         | 532/5632 [03:07<27:02,  3.14it/s]
epoch 0 loss 0.63479:   9%|▉         | 533/5632 [03:07<26:55,  3.16it/s]
epoch 0 loss 0.63426:   9%|▉         | 533/5632 [03:07<26:55,  3.16it/s]
epoch 0 loss 0.63426:   9%|▉         | 534/5632 [03:08<26:57,  3.15it/s]
epoch 0 loss 0.63383:   9%|▉         | 534/5632 [03:08<26:57,  3.15it/s]
epoch 0 loss 0.63383:   9%|▉         | 535/5632 [03:08<26:57,  3.15it/s]
epoch 0 loss 0.634:   9%|▉         | 535/5632 [03:08<26:57,  3.15it/s]  
epoch 0 loss 0.634:  10%|▉         | 536/5632 [03:08<26:58,  3.15it/s]
epoch 0 loss 0.63379:  10%|▉         | 536/5632 [03:08<26:58,  3.15it/s]
epoch 0 loss 0.63379:  10%|▉         | 537/5632 [03:08<26:55,  3.15it/s]
epoch 0 loss 0.63315:  10%|▉         | 537/5632 [03:09<26:55,  3.15it/s]
epoch 0 loss 0.63315:  10%|▉         | 538/5632 [03:09<26:52,  3.16it/s]
epoch 0 loss 0.63306:  10%|▉         | 538/5632 [03:09<26:52,  3.16it/s]
epoch 0 loss 0.63306:  10%|▉         | 539/5632 [03:09<26:43,  3.18it/s]
epoch 0 loss 0.63272:  10%|▉         | 539/5632 [03:09<26:43,  3.18it/s]
epoch 0 loss 0.63272:  10%|▉         | 540/5632 [03:09<26:47,  3.17it/s]
epoch 0 loss 0.63267:  10%|▉         | 540/5632 [03:10<26:47,  3.17it/s]
epoch 0 loss 0.63267:  10%|▉         | 541/5632 [03:10<26:45,  3.17it/s]
epoch 0 loss 0.63245:  10%|▉         | 541/5632 [03:10<26:45,  3.17it/s]
epoch 0 loss 0.63245:  10%|▉         | 542/5632 [03:10<26:52,  3.16it/s]
epoch 0 loss 0.63193:  10%|▉         | 542/5632 [03:10<26:52,  3.16it/s]
epoch 0 loss 0.63193:  10%|▉         | 543/5632 [03:10<26:52,  3.16it/s]
epoch 0 loss 0.6316:  10%|▉         | 543/5632 [03:11<26:52,  3.16it/s] 
epoch 0 loss 0.6316:  10%|▉         | 544/5632 [03:11<26:48,  3.16it/s]
epoch 0 loss 0.63108:  10%|▉         | 544/5632 [03:11<26:48,  3.16it/s]
epoch 0 loss 0.63108:  10%|▉         | 545/5632 [03:11<26:45,  3.17it/s]
epoch 0 loss 0.63116:  10%|▉         | 545/5632 [03:11<26:45,  3.17it/s]
epoch 0 loss 0.63116:  10%|▉         | 546/5632 [03:11<26:55,  3.15it/s]
epoch 0 loss 0.63069:  10%|▉         | 546/5632 [03:12<26:55,  3.15it/s]
epoch 0 loss 0.63069:  10%|▉         | 547/5632 [03:12<26:53,  3.15it/s]
epoch 0 loss 0.63064:  10%|▉         | 547/5632 [03:12<26:53,  3.15it/s]
epoch 0 loss 0.63064:  10%|▉         | 548/5632 [03:12<26:56,  3.15it/s]
epoch 0 loss 0.63076:  10%|▉         | 548/5632 [03:12<26:56,  3.15it/s]
epoch 0 loss 0.63076:  10%|▉         | 549/5632 [03:12<26:52,  3.15it/s]
epoch 0 loss 0.63011:  10%|▉         | 549/5632 [03:13<26:52,  3.15it/s]
epoch 0 loss 0.63011:  10%|▉         | 550/5632 [03:13<26:44,  3.17it/s]
epoch 0 loss 0.62964:  10%|▉         | 550/5632 [03:13<26:44,  3.17it/s]
epoch 0 loss 0.62964:  10%|▉         | 551/5632 [03:13<26:51,  3.15it/s]
epoch 0 loss 0.62915:  10%|▉         | 551/5632 [03:13<26:51,  3.15it/s]
epoch 0 loss 0.62915:  10%|▉         | 552/5632 [03:13<26:53,  3.15it/s]
epoch 0 loss 0.62871:  10%|▉         | 552/5632 [03:14<26:53,  3.15it/s]
epoch 0 loss 0.62871:  10%|▉         | 553/5632 [03:14<26:50,  3.15it/s]
epoch 0 loss 0.62826:  10%|▉         | 553/5632 [03:14<26:50,  3.15it/s]
epoch 0 loss 0.62826:  10%|▉         | 554/5632 [03:14<26:50,  3.15it/s]
epoch 0 loss 0.62856:  10%|▉         | 554/5632 [03:14<26:50,  3.15it/s]
epoch 0 loss 0.62856:  10%|▉         | 555/5632 [03:14<26:44,  3.16it/s]
epoch 0 loss 0.62845:  10%|▉         | 555/5632 [03:14<26:44,  3.16it/s]
epoch 0 loss 0.62845:  10%|▉         | 556/5632 [03:14<26:38,  3.18it/s]
epoch 0 loss 0.62847:  10%|▉         | 556/5632 [03:15<26:38,  3.18it/s]
epoch 0 loss 0.62847:  10%|▉         | 557/5632 [03:15<26:48,  3.15it/s]
epoch 0 loss 0.62866:  10%|▉         | 557/5632 [03:15<26:48,  3.15it/s]
epoch 0 loss 0.62866:  10%|▉         | 558/5632 [03:15<26:49,  3.15it/s]
epoch 0 loss 0.62851:  10%|▉         | 558/5632 [03:15<26:49,  3.15it/s]
epoch 0 loss 0.62851:  10%|▉         | 559/5632 [03:15<26:51,  3.15it/s]
epoch 0 loss 0.62847:  10%|▉         | 559/5632 [03:17<26:51,  3.15it/s]
epoch 0 loss 0.62847:  10%|▉         | 560/5632 [03:17<1:04:39,  1.31it/s]
epoch 0 loss 0.62848:  10%|▉         | 560/5632 [03:18<1:04:39,  1.31it/s]
epoch 0 loss 0.62848:  10%|▉         | 561/5632 [03:18<53:11,  1.59it/s]  
epoch 0 loss 0.6281:  10%|▉         | 561/5632 [03:18<53:11,  1.59it/s] 
epoch 0 loss 0.6281:  10%|▉         | 562/5632 [03:18<45:16,  1.87it/s]
epoch 0 loss 0.62838:  10%|▉         | 562/5632 [03:18<45:16,  1.87it/s]
epoch 0 loss 0.62838:  10%|▉         | 563/5632 [03:18<39:45,  2.13it/s]
epoch 0 loss 0.62777:  10%|▉         | 563/5632 [03:18<39:45,  2.13it/s]
epoch 0 loss 0.62777:  10%|█         | 564/5632 [03:19<35:53,  2.35it/s]
epoch 0 loss 0.62746:  10%|█         | 564/5632 [03:19<35:53,  2.35it/s]
epoch 0 loss 0.62746:  10%|█         | 565/5632 [03:19<33:07,  2.55it/s]
epoch 0 loss 0.62712:  10%|█         | 565/5632 [03:19<33:07,  2.55it/s]
epoch 0 loss 0.62712:  10%|█         | 566/5632 [03:19<31:09,  2.71it/s]
epoch 0 loss 0.62716:  10%|█         | 566/5632 [03:19<31:09,  2.71it/s]
epoch 0 loss 0.62716:  10%|█         | 567/5632 [03:19<29:57,  2.82it/s]
epoch 0 loss 0.627:  10%|█         | 567/5632 [03:20<29:57,  2.82it/s]  
epoch 0 loss 0.627:  10%|█         | 568/5632 [03:20<29:02,  2.91it/s]
epoch 0 loss 0.62664:  10%|█         | 568/5632 [03:20<29:02,  2.91it/s]
epoch 0 loss 0.62664:  10%|█         | 569/5632 [03:20<28:29,  2.96it/s]
epoch 0 loss 0.62646:  10%|█         | 569/5632 [03:20<28:29,  2.96it/s]
epoch 0 loss 0.62646:  10%|█         | 570/5632 [03:20<28:08,  3.00it/s]
epoch 0 loss 0.6268:  10%|█         | 570/5632 [03:21<28:08,  3.00it/s] 
epoch 0 loss 0.6268:  10%|█         | 571/5632 [03:21<27:52,  3.03it/s]
epoch 0 loss 0.62616:  10%|█         | 571/5632 [03:21<27:52,  3.03it/s]
epoch 0 loss 0.62616:  10%|█         | 572/5632 [03:21<27:39,  3.05it/s]
epoch 0 loss 0.62565:  10%|█         | 572/5632 [03:21<27:39,  3.05it/s]
epoch 0 loss 0.62565:  10%|█         | 573/5632 [03:21<27:29,  3.07it/s]
epoch 0 loss 0.62566:  10%|█         | 573/5632 [03:22<27:29,  3.07it/s]
epoch 0 loss 0.62566:  10%|█         | 574/5632 [03:22<27:29,  3.07it/s]
epoch 0 loss 0.62539:  10%|█         | 574/5632 [03:22<27:29,  3.07it/s]
epoch 0 loss 0.62539:  10%|█         | 575/5632 [03:22<27:41,  3.04it/s]
epoch 0 loss 0.6251:  10%|█         | 575/5632 [03:22<27:41,  3.04it/s] 
epoch 0 loss 0.6251:  10%|█         | 576/5632 [03:22<28:01,  3.01it/s]
epoch 0 loss 0.62462:  10%|█         | 576/5632 [03:23<28:01,  3.01it/s]
epoch 0 loss 0.62462:  10%|█         | 577/5632 [03:23<28:13,  2.99it/s]
epoch 0 loss 0.62413:  10%|█         | 577/5632 [03:23<28:13,  2.99it/s]
epoch 0 loss 0.62413:  10%|█         | 578/5632 [03:23<28:28,  2.96it/s]
epoch 0 loss 0.62383:  10%|█         | 578/5632 [03:23<28:28,  2.96it/s]
epoch 0 loss 0.62383:  10%|█         | 579/5632 [03:23<28:23,  2.97it/s]
epoch 0 loss 0.62355:  10%|█         | 579/5632 [03:24<28:23,  2.97it/s]
epoch 0 loss 0.62355:  10%|█         | 580/5632 [03:24<28:17,  2.98it/s]
epoch 0 loss 0.62328:  10%|█         | 580/5632 [03:24<28:17,  2.98it/s]
epoch 0 loss 0.62328:  10%|█         | 581/5632 [03:24<28:06,  2.99it/s]
epoch 0 loss 0.62379:  10%|█         | 581/5632 [03:24<28:06,  2.99it/s]
epoch 0 loss 0.62379:  10%|█         | 582/5632 [03:24<28:04,  3.00it/s]
epoch 0 loss 0.62364:  10%|█         | 582/5632 [03:25<28:04,  3.00it/s]
epoch 0 loss 0.62364:  10%|█         | 583/5632 [03:25<28:08,  2.99it/s]
epoch 0 loss 0.62364:  10%|█         | 583/5632 [03:25<28:08,  2.99it/s]
epoch 0 loss 0.62364:  10%|█         | 584/5632 [03:25<27:56,  3.01it/s]
epoch 0 loss 0.62334:  10%|█         | 584/5632 [03:25<27:56,  3.01it/s]
epoch 0 loss 0.62334:  10%|█         | 585/5632 [03:25<27:54,  3.01it/s]
epoch 0 loss 0.62317:  10%|█         | 585/5632 [03:26<27:54,  3.01it/s]
epoch 0 loss 0.62317:  10%|█         | 586/5632 [03:26<27:55,  3.01it/s]
epoch 0 loss 0.62285:  10%|█         | 586/5632 [03:26<27:55,  3.01it/s]
epoch 0 loss 0.62285:  10%|█         | 587/5632 [03:26<27:55,  3.01it/s]
epoch 0 loss 0.62272:  10%|█         | 587/5632 [03:26<27:55,  3.01it/s]
epoch 0 loss 0.62272:  10%|█         | 588/5632 [03:26<28:01,  3.00it/s]
epoch 0 loss 0.62207:  10%|█         | 588/5632 [03:27<28:01,  3.00it/s]
epoch 0 loss 0.62207:  10%|█         | 589/5632 [03:27<28:02,  3.00it/s]
epoch 0 loss 0.62171:  10%|█         | 589/5632 [03:27<28:02,  3.00it/s]
epoch 0 loss 0.62171:  10%|█         | 590/5632 [03:27<28:41,  2.93it/s]
epoch 0 loss 0.62167:  10%|█         | 590/5632 [03:27<28:41,  2.93it/s]
epoch 0 loss 0.62167:  10%|█         | 591/5632 [03:27<28:34,  2.94it/s]
epoch 0 loss 0.62142:  10%|█         | 591/5632 [03:28<28:34,  2.94it/s]
epoch 0 loss 0.62142:  11%|█         | 592/5632 [03:28<28:30,  2.95it/s]
epoch 0 loss 0.62083:  11%|█         | 592/5632 [03:28<28:30,  2.95it/s]
epoch 0 loss 0.62083:  11%|█         | 593/5632 [03:28<28:28,  2.95it/s]
epoch 0 loss 0.62073:  11%|█         | 593/5632 [03:28<28:28,  2.95it/s]
epoch 0 loss 0.62073:  11%|█         | 594/5632 [03:28<28:25,  2.95it/s]
epoch 0 loss 0.62052:  11%|█         | 594/5632 [03:29<28:25,  2.95it/s]
epoch 0 loss 0.62052:  11%|█         | 595/5632 [03:29<28:24,  2.95it/s]
epoch 0 loss 0.61994:  11%|█         | 595/5632 [03:29<28:24,  2.95it/s]
epoch 0 loss 0.61994:  11%|█         | 596/5632 [03:29<28:21,  2.96it/s]
epoch 0 loss 0.61959:  11%|█         | 596/5632 [03:29<28:21,  2.96it/s]
epoch 0 loss 0.61959:  11%|█         | 597/5632 [03:29<28:18,  2.96it/s]
epoch 0 loss 0.61942:  11%|█         | 597/5632 [03:30<28:18,  2.96it/s]
epoch 0 loss 0.61942:  11%|█         | 598/5632 [03:30<28:15,  2.97it/s]
epoch 0 loss 0.6191:  11%|█         | 598/5632 [03:30<28:15,  2.97it/s] 
epoch 0 loss 0.6191:  11%|█         | 599/5632 [03:30<28:16,  2.97it/s]
epoch 0 loss 0.61849:  11%|█         | 599/5632 [03:30<28:16,  2.97it/s]
epoch 0 loss 0.61849:  11%|█         | 600/5632 [03:30<28:21,  2.96it/s]
epoch 0 loss 0.61789:  11%|█         | 600/5632 [03:31<28:21,  2.96it/s]
epoch 0 loss 0.61789:  11%|█         | 601/5632 [03:31<28:39,  2.93it/s]
epoch 0 loss 0.61728:  11%|█         | 601/5632 [03:31<28:39,  2.93it/s]
epoch 0 loss 0.61728:  11%|█         | 602/5632 [03:31<28:33,  2.93it/s]
epoch 0 loss 0.61706:  11%|█         | 602/5632 [03:31<28:33,  2.93it/s]
epoch 0 loss 0.61706:  11%|█         | 603/5632 [03:32<28:38,  2.93it/s]
epoch 0 loss 0.61664:  11%|█         | 603/5632 [03:32<28:38,  2.93it/s]
epoch 0 loss 0.61664:  11%|█         | 604/5632 [03:32<28:33,  2.93it/s]
epoch 0 loss 0.61596:  11%|█         | 604/5632 [03:32<28:33,  2.93it/s]
epoch 0 loss 0.61596:  11%|█         | 605/5632 [03:32<28:24,  2.95it/s]
epoch 0 loss 0.61517:  11%|█         | 605/5632 [03:34<28:24,  2.95it/s]
epoch 0 loss 0.61517:  11%|█         | 606/5632 [03:34<57:01,  1.47it/s]
epoch 0 loss 0.61446:  11%|█         | 606/5632 [03:34<57:01,  1.47it/s]
epoch 0 loss 0.61446:  11%|█         | 607/5632 [03:34<48:21,  1.73it/s]
epoch 0 loss 0.61409:  11%|█         | 607/5632 [03:34<48:21,  1.73it/s]
epoch 0 loss 0.61409:  11%|█         | 608/5632 [03:34<42:15,  1.98it/s]
epoch 0 loss 0.61434:  11%|█         | 608/5632 [03:35<42:15,  1.98it/s]
epoch 0 loss 0.61434:  11%|█         | 609/5632 [03:35<38:03,  2.20it/s]
epoch 0 loss 0.61414:  11%|█         | 609/5632 [03:35<38:03,  2.20it/s]
epoch 0 loss 0.61414:  11%|█         | 610/5632 [03:35<35:08,  2.38it/s]
epoch 0 loss 0.61395:  11%|█         | 610/5632 [03:35<35:08,  2.38it/s]
epoch 0 loss 0.61395:  11%|█         | 611/5632 [03:35<33:17,  2.51it/s]
epoch 0 loss 0.61385:  11%|█         | 611/5632 [03:36<33:17,  2.51it/s]
epoch 0 loss 0.61385:  11%|█         | 612/5632 [03:36<31:40,  2.64it/s]
epoch 0 loss 0.61325:  11%|█         | 612/5632 [03:36<31:40,  2.64it/s]
epoch 0 loss 0.61325:  11%|█         | 613/5632 [03:36<30:14,  2.77it/s]
epoch 0 loss 0.61304:  11%|█         | 613/5632 [03:36<30:14,  2.77it/s]
epoch 0 loss 0.61304:  11%|█         | 614/5632 [03:36<29:12,  2.86it/s]
epoch 0 loss 0.61258:  11%|█         | 614/5632 [03:37<29:12,  2.86it/s]
epoch 0 loss 0.61258:  11%|█         | 615/5632 [03:37<28:28,  2.94it/s]
epoch 0 loss 0.61218:  11%|█         | 615/5632 [03:37<28:28,  2.94it/s]
epoch 0 loss 0.61218:  11%|█         | 616/5632 [03:37<27:57,  2.99it/s]
epoch 0 loss 0.61172:  11%|█         | 616/5632 [03:37<27:57,  2.99it/s]
epoch 0 loss 0.61172:  11%|█         | 617/5632 [03:37<27:28,  3.04it/s]
epoch 0 loss 0.61139:  11%|█         | 617/5632 [03:38<27:28,  3.04it/s]
epoch 0 loss 0.61139:  11%|█         | 618/5632 [03:38<27:00,  3.09it/s]
epoch 0 loss 0.61103:  11%|█         | 618/5632 [03:38<27:00,  3.09it/s]
epoch 0 loss 0.61103:  11%|█         | 619/5632 [03:38<26:38,  3.14it/s]
epoch 0 loss 0.61126:  11%|█         | 619/5632 [03:38<26:38,  3.14it/s]
epoch 0 loss 0.61126:  11%|█         | 620/5632 [03:38<26:25,  3.16it/s]
epoch 0 loss 0.61063:  11%|█         | 620/5632 [03:39<26:25,  3.16it/s]
epoch 0 loss 0.61063:  11%|█         | 621/5632 [03:39<26:15,  3.18it/s]
epoch 0 loss 0.61019:  11%|█         | 621/5632 [03:39<26:15,  3.18it/s]
epoch 0 loss 0.61019:  11%|█         | 622/5632 [03:39<26:07,  3.20it/s]
epoch 0 loss 0.60969:  11%|█         | 622/5632 [03:39<26:07,  3.20it/s]
epoch 0 loss 0.60969:  11%|█         | 623/5632 [03:39<26:01,  3.21it/s]
epoch 0 loss 0.60945:  11%|█         | 623/5632 [03:39<26:01,  3.21it/s]
epoch 0 loss 0.60945:  11%|█         | 624/5632 [03:39<25:59,  3.21it/s]
epoch 0 loss 0.60906:  11%|█         | 624/5632 [03:40<25:59,  3.21it/s]
epoch 0 loss 0.60906:  11%|█         | 625/5632 [03:40<25:56,  3.22it/s]
epoch 0 loss 0.60919:  11%|█         | 625/5632 [03:40<25:56,  3.22it/s]
epoch 0 loss 0.60919:  11%|█         | 626/5632 [03:40<25:54,  3.22it/s]
epoch 0 loss 0.60878:  11%|█         | 626/5632 [03:40<25:54,  3.22it/s]
epoch 0 loss 0.60878:  11%|█         | 627/5632 [03:40<25:52,  3.22it/s]
epoch 0 loss 0.60839:  11%|█         | 627/5632 [03:41<25:52,  3.22it/s]
epoch 0 loss 0.60839:  11%|█         | 628/5632 [03:41<25:49,  3.23it/s]
epoch 0 loss 0.60826:  11%|█         | 628/5632 [03:41<25:49,  3.23it/s]
epoch 0 loss 0.60826:  11%|█         | 629/5632 [03:41<25:49,  3.23it/s]
epoch 0 loss 0.60767:  11%|█         | 629/5632 [03:41<25:49,  3.23it/s]
epoch 0 loss 0.60767:  11%|█         | 630/5632 [03:41<25:48,  3.23it/s]
epoch 0 loss 0.60791:  11%|█         | 630/5632 [03:42<25:48,  3.23it/s]
epoch 0 loss 0.60791:  11%|█         | 631/5632 [03:42<25:48,  3.23it/s]
epoch 0 loss 0.60733:  11%|█         | 631/5632 [03:42<25:48,  3.23it/s]
epoch 0 loss 0.60733:  11%|█         | 632/5632 [03:42<25:47,  3.23it/s]
epoch 0 loss 0.6071:  11%|█         | 632/5632 [03:42<25:47,  3.23it/s] 
epoch 0 loss 0.6071:  11%|█         | 633/5632 [03:42<25:45,  3.23it/s]
epoch 0 loss 0.60689:  11%|█         | 633/5632 [03:43<25:45,  3.23it/s]
epoch 0 loss 0.60689:  11%|█▏        | 634/5632 [03:43<25:45,  3.23it/s]
epoch 0 loss 0.60642:  11%|█▏        | 634/5632 [03:43<25:45,  3.23it/s]
epoch 0 loss 0.60642:  11%|█▏        | 635/5632 [03:43<25:44,  3.24it/s]
epoch 0 loss 0.60608:  11%|█▏        | 635/5632 [03:43<25:44,  3.24it/s]
epoch 0 loss 0.60608:  11%|█▏        | 636/5632 [03:43<25:45,  3.23it/s]
epoch 0 loss 0.60578:  11%|█▏        | 636/5632 [03:43<25:45,  3.23it/s]
epoch 0 loss 0.60578:  11%|█▏        | 637/5632 [03:43<25:46,  3.23it/s]
epoch 0 loss 0.60556:  11%|█▏        | 637/5632 [03:44<25:46,  3.23it/s]
epoch 0 loss 0.60556:  11%|█▏        | 638/5632 [03:44<25:44,  3.23it/s]
epoch 0 loss 0.60501:  11%|█▏        | 638/5632 [03:44<25:44,  3.23it/s]
epoch 0 loss 0.60501:  11%|█▏        | 639/5632 [03:44<25:43,  3.24it/s]
epoch 0 loss 0.60474:  11%|█▏        | 639/5632 [03:44<25:43,  3.24it/s]
epoch 0 loss 0.60474:  11%|█▏        | 640/5632 [03:44<25:44,  3.23it/s]
epoch 0 loss 0.60445:  11%|█▏        | 640/5632 [03:45<25:44,  3.23it/s]
epoch 0 loss 0.60445:  11%|█▏        | 641/5632 [03:45<25:44,  3.23it/s]
epoch 0 loss 0.60438:  11%|█▏        | 641/5632 [03:45<25:44,  3.23it/s]
epoch 0 loss 0.60438:  11%|█▏        | 642/5632 [03:45<25:43,  3.23it/s]
epoch 0 loss 0.60414:  11%|█▏        | 642/5632 [03:45<25:43,  3.23it/s]
epoch 0 loss 0.60414:  11%|█▏        | 643/5632 [03:45<25:44,  3.23it/s]
epoch 0 loss 0.60419:  11%|█▏        | 643/5632 [03:46<25:44,  3.23it/s]
epoch 0 loss 0.60419:  11%|█▏        | 644/5632 [03:46<25:43,  3.23it/s]
epoch 0 loss 0.60376:  11%|█▏        | 644/5632 [03:46<25:43,  3.23it/s]
epoch 0 loss 0.60376:  11%|█▏        | 645/5632 [03:46<25:43,  3.23it/s]
epoch 0 loss 0.60387:  11%|█▏        | 645/5632 [03:46<25:43,  3.23it/s]
epoch 0 loss 0.60387:  11%|█▏        | 646/5632 [03:46<25:42,  3.23it/s]
epoch 0 loss 0.60341:  11%|█▏        | 646/5632 [03:47<25:42,  3.23it/s]
epoch 0 loss 0.60341:  11%|█▏        | 647/5632 [03:47<25:40,  3.24it/s]
epoch 0 loss 0.60328:  11%|█▏        | 647/5632 [03:47<25:40,  3.24it/s]
epoch 0 loss 0.60328:  12%|█▏        | 648/5632 [03:47<25:40,  3.23it/s]
epoch 0 loss 0.60324:  12%|█▏        | 648/5632 [03:47<25:40,  3.23it/s]
epoch 0 loss 0.60324:  12%|█▏        | 649/5632 [03:47<25:39,  3.24it/s]
epoch 0 loss 0.60325:  12%|█▏        | 649/5632 [03:47<25:39,  3.24it/s]
epoch 0 loss 0.60325:  12%|█▏        | 650/5632 [03:47<25:39,  3.24it/s]
epoch 0 loss 0.60285:  12%|█▏        | 650/5632 [03:48<25:39,  3.24it/s]
epoch 0 loss 0.60285:  12%|█▏        | 651/5632 [03:48<25:44,  3.22it/s]
epoch 0 loss 0.60231:  12%|█▏        | 651/5632 [03:49<25:44,  3.22it/s]
epoch 0 loss 0.60231:  12%|█▏        | 652/5632 [03:49<59:52,  1.39it/s]
epoch 0 loss 0.60202:  12%|█▏        | 652/5632 [03:50<59:52,  1.39it/s]
epoch 0 loss 0.60202:  12%|█▏        | 653/5632 [03:50<49:40,  1.67it/s]
epoch 0 loss 0.60193:  12%|█▏        | 653/5632 [03:50<49:40,  1.67it/s]
epoch 0 loss 0.60193:  12%|█▏        | 654/5632 [03:50<42:28,  1.95it/s]
epoch 0 loss 0.60202:  12%|█▏        | 654/5632 [03:50<42:28,  1.95it/s]
epoch 0 loss 0.60202:  12%|█▏        | 655/5632 [03:50<37:24,  2.22it/s]
epoch 0 loss 0.60203:  12%|█▏        | 655/5632 [03:51<37:24,  2.22it/s]
epoch 0 loss 0.60203:  12%|█▏        | 656/5632 [03:51<33:54,  2.45it/s]
epoch 0 loss 0.60203:  12%|█▏        | 656/5632 [03:51<33:54,  2.45it/s]
epoch 0 loss 0.60203:  12%|█▏        | 657/5632 [03:51<31:26,  2.64it/s]
epoch 0 loss 0.60186:  12%|█▏        | 657/5632 [03:51<31:26,  2.64it/s]
epoch 0 loss 0.60186:  12%|█▏        | 658/5632 [03:51<29:43,  2.79it/s]
epoch 0 loss 0.60172:  12%|█▏        | 658/5632 [03:52<29:43,  2.79it/s]
epoch 0 loss 0.60172:  12%|█▏        | 659/5632 [03:52<28:28,  2.91it/s]
epoch 0 loss 0.60156:  12%|█▏        | 659/5632 [03:52<28:28,  2.91it/s]
epoch 0 loss 0.60156:  12%|█▏        | 660/5632 [03:52<27:36,  3.00it/s]
epoch 0 loss 0.6012:  12%|█▏        | 660/5632 [03:52<27:36,  3.00it/s] 
epoch 0 loss 0.6012:  12%|█▏        | 661/5632 [03:52<27:00,  3.07it/s]
epoch 0 loss 0.60115:  12%|█▏        | 661/5632 [03:53<27:00,  3.07it/s]
epoch 0 loss 0.60115:  12%|█▏        | 662/5632 [03:53<26:34,  3.12it/s]
epoch 0 loss 0.60086:  12%|█▏        | 662/5632 [03:53<26:34,  3.12it/s]
epoch 0 loss 0.60086:  12%|█▏        | 663/5632 [03:53<26:17,  3.15it/s]
epoch 0 loss 0.60051:  12%|█▏        | 663/5632 [03:53<26:17,  3.15it/s]
epoch 0 loss 0.60051:  12%|█▏        | 664/5632 [03:53<26:05,  3.17it/s]
epoch 0 loss 0.60034:  12%|█▏        | 664/5632 [03:54<26:05,  3.17it/s]
epoch 0 loss 0.60034:  12%|█▏        | 665/5632 [03:54<25:58,  3.19it/s]
epoch 0 loss 0.60024:  12%|█▏        | 665/5632 [03:54<25:58,  3.19it/s]
epoch 0 loss 0.60024:  12%|█▏        | 666/5632 [03:54<25:52,  3.20it/s]
epoch 0 loss 0.60039:  12%|█▏        | 666/5632 [03:54<25:52,  3.20it/s]
epoch 0 loss 0.60039:  12%|█▏        | 667/5632 [03:54<25:47,  3.21it/s]
epoch 0 loss 0.60016:  12%|█▏        | 667/5632 [03:54<25:47,  3.21it/s]
epoch 0 loss 0.60016:  12%|█▏        | 668/5632 [03:54<25:45,  3.21it/s]
epoch 0 loss 0.59996:  12%|█▏        | 668/5632 [03:55<25:45,  3.21it/s]
epoch 0 loss 0.59996:  12%|█▏        | 669/5632 [03:55<25:42,  3.22it/s]
epoch 0 loss 0.5995:  12%|█▏        | 669/5632 [03:55<25:42,  3.22it/s] 
epoch 0 loss 0.5995:  12%|█▏        | 670/5632 [03:55<25:40,  3.22it/s]
epoch 0 loss 0.59916:  12%|█▏        | 670/5632 [03:55<25:40,  3.22it/s]
epoch 0 loss 0.59916:  12%|█▏        | 671/5632 [03:55<25:38,  3.22it/s]
epoch 0 loss 0.59904:  12%|█▏        | 671/5632 [03:56<25:38,  3.22it/s]
epoch 0 loss 0.59904:  12%|█▏        | 672/5632 [03:56<25:39,  3.22it/s]
epoch 0 loss 0.59922:  12%|█▏        | 672/5632 [03:56<25:39,  3.22it/s]
epoch 0 loss 0.59922:  12%|█▏        | 673/5632 [03:56<25:38,  3.22it/s]
epoch 0 loss 0.59871:  12%|█▏        | 673/5632 [03:56<25:38,  3.22it/s]
epoch 0 loss 0.59871:  12%|█▏        | 674/5632 [03:56<25:36,  3.23it/s]
epoch 0 loss 0.5983:  12%|█▏        | 674/5632 [03:57<25:36,  3.23it/s] 
epoch 0 loss 0.5983:  12%|█▏        | 675/5632 [03:57<25:36,  3.23it/s]
epoch 0 loss 0.59794:  12%|█▏        | 675/5632 [03:57<25:36,  3.23it/s]
epoch 0 loss 0.59794:  12%|█▏        | 676/5632 [03:57<25:33,  3.23it/s]
epoch 0 loss 0.59775:  12%|█▏        | 676/5632 [03:57<25:33,  3.23it/s]
epoch 0 loss 0.59775:  12%|█▏        | 677/5632 [03:57<25:33,  3.23it/s]
epoch 0 loss 0.59751:  12%|█▏        | 677/5632 [03:58<25:33,  3.23it/s]
epoch 0 loss 0.59751:  12%|█▏        | 678/5632 [03:58<25:32,  3.23it/s]
epoch 0 loss 0.5973:  12%|█▏        | 678/5632 [03:58<25:32,  3.23it/s] 
epoch 0 loss 0.5973:  12%|█▏        | 679/5632 [03:58<25:33,  3.23it/s]
epoch 0 loss 0.59743:  12%|█▏        | 679/5632 [03:58<25:33,  3.23it/s]
epoch 0 loss 0.59743:  12%|█▏        | 680/5632 [03:58<25:34,  3.23it/s]
epoch 0 loss 0.59706:  12%|█▏        | 680/5632 [03:58<25:34,  3.23it/s]
epoch 0 loss 0.59706:  12%|█▏        | 681/5632 [03:58<25:33,  3.23it/s]
epoch 0 loss 0.59659:  12%|█▏        | 681/5632 [03:59<25:33,  3.23it/s]
epoch 0 loss 0.59659:  12%|█▏        | 682/5632 [03:59<25:33,  3.23it/s]
epoch 0 loss 0.59626:  12%|█▏        | 682/5632 [03:59<25:33,  3.23it/s]
epoch 0 loss 0.59626:  12%|█▏        | 683/5632 [03:59<25:31,  3.23it/s]
epoch 0 loss 0.59601:  12%|█▏        | 683/5632 [03:59<25:31,  3.23it/s]
epoch 0 loss 0.59601:  12%|█▏        | 684/5632 [03:59<25:31,  3.23it/s]
epoch 0 loss 0.59537:  12%|█▏        | 684/5632 [04:00<25:31,  3.23it/s]
epoch 0 loss 0.59537:  12%|█▏        | 685/5632 [04:00<25:31,  3.23it/s]
epoch 0 loss 0.59552:  12%|█▏        | 685/5632 [04:00<25:31,  3.23it/s]
epoch 0 loss 0.59552:  12%|█▏        | 686/5632 [04:00<25:29,  3.23it/s]
epoch 0 loss 0.59545:  12%|█▏        | 686/5632 [04:00<25:29,  3.23it/s]
epoch 0 loss 0.59545:  12%|█▏        | 687/5632 [04:00<25:28,  3.23it/s]
epoch 0 loss 0.59523:  12%|█▏        | 687/5632 [04:01<25:28,  3.23it/s]
epoch 0 loss 0.59523:  12%|█▏        | 688/5632 [04:01<25:28,  3.23it/s]
epoch 0 loss 0.5949:  12%|█▏        | 688/5632 [04:01<25:28,  3.23it/s] 
epoch 0 loss 0.5949:  12%|█▏        | 689/5632 [04:01<25:29,  3.23it/s]
epoch 0 loss 0.59455:  12%|█▏        | 689/5632 [04:01<25:29,  3.23it/s]
epoch 0 loss 0.59455:  12%|█▏        | 690/5632 [04:01<25:28,  3.23it/s]
epoch 0 loss 0.59481:  12%|█▏        | 690/5632 [04:02<25:28,  3.23it/s]
epoch 0 loss 0.59481:  12%|█▏        | 691/5632 [04:02<25:29,  3.23it/s]
epoch 0 loss 0.59477:  12%|█▏        | 691/5632 [04:02<25:29,  3.23it/s]
epoch 0 loss 0.59477:  12%|█▏        | 692/5632 [04:02<25:27,  3.23it/s]
epoch 0 loss 0.59454:  12%|█▏        | 692/5632 [04:02<25:27,  3.23it/s]
epoch 0 loss 0.59454:  12%|█▏        | 693/5632 [04:02<25:27,  3.23it/s]
epoch 0 loss 0.59445:  12%|█▏        | 693/5632 [04:02<25:27,  3.23it/s]
epoch 0 loss 0.59445:  12%|█▏        | 694/5632 [04:02<25:26,  3.23it/s]
epoch 0 loss 0.59435:  12%|█▏        | 694/5632 [04:03<25:26,  3.23it/s]
epoch 0 loss 0.59435:  12%|█▏        | 695/5632 [04:03<25:23,  3.24it/s]
epoch 0 loss 0.59471:  12%|█▏        | 695/5632 [04:03<25:23,  3.24it/s]
epoch 0 loss 0.59471:  12%|█▏        | 696/5632 [04:03<25:25,  3.24it/s]
epoch 0 loss 0.59462:  12%|█▏        | 696/5632 [04:05<25:25,  3.24it/s]
epoch 0 loss 0.59462:  12%|█▏        | 697/5632 [04:05<56:47,  1.45it/s]
epoch 0 loss 0.59452:  12%|█▏        | 697/5632 [04:05<56:47,  1.45it/s]
epoch 0 loss 0.59452:  12%|█▏        | 698/5632 [04:05<47:22,  1.74it/s]
epoch 0 loss 0.59433:  12%|█▏        | 698/5632 [04:05<47:22,  1.74it/s]
epoch 0 loss 0.59433:  12%|█▏        | 699/5632 [04:05<40:46,  2.02it/s]
epoch 0 loss 0.59405:  12%|█▏        | 699/5632 [04:06<40:46,  2.02it/s]
epoch 0 loss 0.59405:  12%|█▏        | 700/5632 [04:06<36:10,  2.27it/s]
epoch 0 loss 0.59345:  12%|█▏        | 700/5632 [04:06<36:10,  2.27it/s]
epoch 0 loss 0.59345:  12%|█▏        | 701/5632 [04:06<32:57,  2.49it/s]
epoch 0 loss 0.5938:  12%|█▏        | 701/5632 [04:06<32:57,  2.49it/s] 
epoch 0 loss 0.5938:  12%|█▏        | 702/5632 [04:06<30:41,  2.68it/s]
epoch 0 loss 0.59325:  12%|█▏        | 702/5632 [04:07<30:41,  2.68it/s]
epoch 0 loss 0.59325:  12%|█▏        | 703/5632 [04:07<29:06,  2.82it/s]
epoch 0 loss 0.59319:  12%|█▏        | 703/5632 [04:07<29:06,  2.82it/s]
epoch 0 loss 0.59319:  12%|█▎        | 704/5632 [04:07<27:59,  2.93it/s]
epoch 0 loss 0.59273:  12%|█▎        | 704/5632 [04:07<27:59,  2.93it/s]
epoch 0 loss 0.59273:  13%|█▎        | 705/5632 [04:07<27:13,  3.02it/s]
epoch 0 loss 0.59252:  13%|█▎        | 705/5632 [04:07<27:13,  3.02it/s]
epoch 0 loss 0.59252:  13%|█▎        | 706/5632 [04:07<26:40,  3.08it/s]
epoch 0 loss 0.59241:  13%|█▎        | 706/5632 [04:08<26:40,  3.08it/s]
epoch 0 loss 0.59241:  13%|█▎        | 707/5632 [04:08<26:17,  3.12it/s]
epoch 0 loss 0.59207:  13%|█▎        | 707/5632 [04:08<26:17,  3.12it/s]
epoch 0 loss 0.59207:  13%|█▎        | 708/5632 [04:08<26:01,  3.15it/s]
epoch 0 loss 0.59191:  13%|█▎        | 708/5632 [04:08<26:01,  3.15it/s]
epoch 0 loss 0.59191:  13%|█▎        | 709/5632 [04:08<25:49,  3.18it/s]
epoch 0 loss 0.59181:  13%|█▎        | 709/5632 [04:09<25:49,  3.18it/s]
epoch 0 loss 0.59181:  13%|█▎        | 710/5632 [04:09<25:40,  3.20it/s]
epoch 0 loss 0.59153:  13%|█▎        | 710/5632 [04:09<25:40,  3.20it/s]
epoch 0 loss 0.59153:  13%|█▎        | 711/5632 [04:09<25:35,  3.21it/s]
epoch 0 loss 0.59095:  13%|█▎        | 711/5632 [04:09<25:35,  3.21it/s]
epoch 0 loss 0.59095:  13%|█▎        | 712/5632 [04:09<25:31,  3.21it/s]
epoch 0 loss 0.59048:  13%|█▎        | 712/5632 [04:10<25:31,  3.21it/s]
epoch 0 loss 0.59048:  13%|█▎        | 713/5632 [04:10<25:28,  3.22it/s]
epoch 0 loss 0.59034:  13%|█▎        | 713/5632 [04:10<25:28,  3.22it/s]
epoch 0 loss 0.59034:  13%|█▎        | 714/5632 [04:10<25:26,  3.22it/s]
epoch 0 loss 0.59029:  13%|█▎        | 714/5632 [04:10<25:26,  3.22it/s]
epoch 0 loss 0.59029:  13%|█▎        | 715/5632 [04:10<25:24,  3.22it/s]
epoch 0 loss 0.58983:  13%|█▎        | 715/5632 [04:11<25:24,  3.22it/s]
epoch 0 loss 0.58983:  13%|█▎        | 716/5632 [04:11<25:23,  3.23it/s]
epoch 0 loss 0.58994:  13%|█▎        | 716/5632 [04:11<25:23,  3.23it/s]
epoch 0 loss 0.58994:  13%|█▎        | 717/5632 [04:11<25:21,  3.23it/s]
epoch 0 loss 0.58953:  13%|█▎        | 717/5632 [04:11<25:21,  3.23it/s]
epoch 0 loss 0.58953:  13%|█▎        | 718/5632 [04:11<25:21,  3.23it/s]
epoch 0 loss 0.58944:  13%|█▎        | 718/5632 [04:11<25:21,  3.23it/s]
epoch 0 loss 0.58944:  13%|█▎        | 719/5632 [04:11<25:21,  3.23it/s]
epoch 0 loss 0.58994:  13%|█▎        | 719/5632 [04:12<25:21,  3.23it/s]
epoch 0 loss 0.58994:  13%|█▎        | 720/5632 [04:12<25:21,  3.23it/s]
epoch 0 loss 0.59006:  13%|█▎        | 720/5632 [04:12<25:21,  3.23it/s]
epoch 0 loss 0.59006:  13%|█▎        | 721/5632 [04:12<25:19,  3.23it/s]
epoch 0 loss 0.59026:  13%|█▎        | 721/5632 [04:12<25:19,  3.23it/s]
epoch 0 loss 0.59026:  13%|█▎        | 722/5632 [04:12<25:19,  3.23it/s]
epoch 0 loss 0.58989:  13%|█▎        | 722/5632 [04:13<25:19,  3.23it/s]
epoch 0 loss 0.58989:  13%|█▎        | 723/5632 [04:13<25:18,  3.23it/s]
epoch 0 loss 0.58977:  13%|█▎        | 723/5632 [04:13<25:18,  3.23it/s]
epoch 0 loss 0.58977:  13%|█▎        | 724/5632 [04:13<25:18,  3.23it/s]
epoch 0 loss 0.58944:  13%|█▎        | 724/5632 [04:13<25:18,  3.23it/s]
epoch 0 loss 0.58944:  13%|█▎        | 725/5632 [04:13<25:18,  3.23it/s]
epoch 0 loss 0.58913:  13%|█▎        | 725/5632 [04:14<25:18,  3.23it/s]
epoch 0 loss 0.58913:  13%|█▎        | 726/5632 [04:14<25:19,  3.23it/s]
epoch 0 loss 0.58897:  13%|█▎        | 726/5632 [04:14<25:19,  3.23it/s]
epoch 0 loss 0.58897:  13%|█▎        | 727/5632 [04:14<25:19,  3.23it/s]
epoch 0 loss 0.58871:  13%|█▎        | 727/5632 [04:14<25:19,  3.23it/s]
epoch 0 loss 0.58871:  13%|█▎        | 728/5632 [04:14<25:18,  3.23it/s]
epoch 0 loss 0.5882:  13%|█▎        | 728/5632 [04:15<25:18,  3.23it/s] 
epoch 0 loss 0.5882:  13%|█▎        | 729/5632 [04:15<25:21,  3.22it/s]
epoch 0 loss 0.58779:  13%|█▎        | 729/5632 [04:15<25:21,  3.22it/s]
epoch 0 loss 0.58779:  13%|█▎        | 730/5632 [04:15<25:19,  3.23it/s]
epoch 0 loss 0.58753:  13%|█▎        | 730/5632 [04:15<25:19,  3.23it/s]
epoch 0 loss 0.58753:  13%|█▎        | 731/5632 [04:15<25:18,  3.23it/s]
epoch 0 loss 0.58712:  13%|█▎        | 731/5632 [04:16<25:18,  3.23it/s]
epoch 0 loss 0.58712:  13%|█▎        | 732/5632 [04:16<25:18,  3.23it/s]
epoch 0 loss 0.58706:  13%|█▎        | 732/5632 [04:16<25:18,  3.23it/s]
epoch 0 loss 0.58706:  13%|█▎        | 733/5632 [04:16<25:17,  3.23it/s]
epoch 0 loss 0.58678:  13%|█▎        | 733/5632 [04:16<25:17,  3.23it/s]
epoch 0 loss 0.58678:  13%|█▎        | 734/5632 [04:16<25:15,  3.23it/s]
epoch 0 loss 0.58643:  13%|█▎        | 734/5632 [04:16<25:15,  3.23it/s]
epoch 0 loss 0.58643:  13%|█▎        | 735/5632 [04:16<25:13,  3.23it/s]
epoch 0 loss 0.58593:  13%|█▎        | 735/5632 [04:17<25:13,  3.23it/s]
epoch 0 loss 0.58593:  13%|█▎        | 736/5632 [04:17<25:14,  3.23it/s]
epoch 0 loss 0.58604:  13%|█▎        | 736/5632 [04:17<25:14,  3.23it/s]
epoch 0 loss 0.58604:  13%|█▎        | 737/5632 [04:17<25:14,  3.23it/s]
epoch 0 loss 0.58603:  13%|█▎        | 737/5632 [04:18<25:14,  3.23it/s]
epoch 0 loss 0.58603:  13%|█▎        | 738/5632 [04:18<49:21,  1.65it/s]
epoch 0 loss 0.58573:  13%|█▎        | 738/5632 [04:19<49:21,  1.65it/s]
epoch 0 loss 0.58573:  13%|█▎        | 739/5632 [04:19<42:05,  1.94it/s]
epoch 0 loss 0.58532:  13%|█▎        | 739/5632 [04:19<42:05,  1.94it/s]
epoch 0 loss 0.58532:  13%|█▎        | 740/5632 [04:19<37:01,  2.20it/s]
epoch 0 loss 0.58507:  13%|█▎        | 740/5632 [04:19<37:01,  2.20it/s]
epoch 0 loss 0.58507:  13%|█▎        | 741/5632 [04:19<33:28,  2.44it/s]
epoch 0 loss 0.58504:  13%|█▎        | 741/5632 [04:20<33:28,  2.44it/s]
epoch 0 loss 0.58504:  13%|█▎        | 742/5632 [04:20<30:59,  2.63it/s]
epoch 0 loss 0.58489:  13%|█▎        | 742/5632 [04:20<30:59,  2.63it/s]
epoch 0 loss 0.58489:  13%|█▎        | 743/5632 [04:20<29:14,  2.79it/s]
epoch 0 loss 0.58492:  13%|█▎        | 743/5632 [04:20<29:14,  2.79it/s]
epoch 0 loss 0.58492:  13%|█▎        | 744/5632 [04:20<28:01,  2.91it/s]
epoch 0 loss 0.58511:  13%|█▎        | 744/5632 [04:21<28:01,  2.91it/s]
epoch 0 loss 0.58511:  13%|█▎        | 745/5632 [04:21<27:11,  3.00it/s]
epoch 0 loss 0.58489:  13%|█▎        | 745/5632 [04:21<27:11,  3.00it/s]
epoch 0 loss 0.58489:  13%|█▎        | 746/5632 [04:21<26:35,  3.06it/s]
epoch 0 loss 0.58504:  13%|█▎        | 746/5632 [04:21<26:35,  3.06it/s]
epoch 0 loss 0.58504:  13%|█▎        | 747/5632 [04:21<26:08,  3.11it/s]
epoch 0 loss 0.58495:  13%|█▎        | 747/5632 [04:21<26:08,  3.11it/s]
epoch 0 loss 0.58495:  13%|█▎        | 748/5632 [04:21<25:50,  3.15it/s]
epoch 0 loss 0.58467:  13%|█▎        | 748/5632 [04:22<25:50,  3.15it/s]
epoch 0 loss 0.58467:  13%|█▎        | 749/5632 [04:22<25:38,  3.17it/s]
epoch 0 loss 0.58475:  13%|█▎        | 749/5632 [04:22<25:38,  3.17it/s]
epoch 0 loss 0.58475:  13%|█▎        | 750/5632 [04:22<25:28,  3.19it/s]
epoch 0 loss 0.58436:  13%|█▎        | 750/5632 [04:22<25:28,  3.19it/s]
epoch 0 loss 0.58436:  13%|█▎        | 751/5632 [04:22<25:22,  3.21it/s]
epoch 0 loss 0.5839:  13%|█▎        | 751/5632 [04:23<25:22,  3.21it/s] 
epoch 0 loss 0.5839:  13%|█▎        | 752/5632 [04:23<25:18,  3.21it/s]
epoch 0 loss 0.58365:  13%|█▎        | 752/5632 [04:23<25:18,  3.21it/s]
epoch 0 loss 0.58365:  13%|█▎        | 753/5632 [04:23<25:15,  3.22it/s]
epoch 0 loss 0.58329:  13%|█▎        | 753/5632 [04:23<25:15,  3.22it/s]
epoch 0 loss 0.58329:  13%|█▎        | 754/5632 [04:23<25:12,  3.23it/s]
epoch 0 loss 0.58328:  13%|█▎        | 754/5632 [04:24<25:12,  3.23it/s]
epoch 0 loss 0.58328:  13%|█▎        | 755/5632 [04:24<25:10,  3.23it/s]
epoch 0 loss 0.58287:  13%|█▎        | 755/5632 [04:24<25:10,  3.23it/s]
epoch 0 loss 0.58287:  13%|█▎        | 756/5632 [04:24<25:08,  3.23it/s]
epoch 0 loss 0.58272:  13%|█▎        | 756/5632 [04:24<25:08,  3.23it/s]
epoch 0 loss 0.58272:  13%|█▎        | 757/5632 [04:24<25:07,  3.23it/s]
epoch 0 loss 0.5822:  13%|█▎        | 757/5632 [04:25<25:07,  3.23it/s] 
epoch 0 loss 0.5822:  13%|█▎        | 758/5632 [04:25<25:07,  3.23it/s]
epoch 0 loss 0.58188:  13%|█▎        | 758/5632 [04:25<25:07,  3.23it/s]
epoch 0 loss 0.58188:  13%|█▎        | 759/5632 [04:25<25:07,  3.23it/s]
epoch 0 loss 0.5818:  13%|█▎        | 759/5632 [04:25<25:07,  3.23it/s] 
epoch 0 loss 0.5818:  13%|█▎        | 760/5632 [04:25<25:09,  3.23it/s]
epoch 0 loss 0.58155:  13%|█▎        | 760/5632 [04:25<25:09,  3.23it/s]
epoch 0 loss 0.58155:  14%|█▎        | 761/5632 [04:25<25:08,  3.23it/s]
epoch 0 loss 0.58117:  14%|█▎        | 761/5632 [04:26<25:08,  3.23it/s]
epoch 0 loss 0.58117:  14%|█▎        | 762/5632 [04:26<25:08,  3.23it/s]
epoch 0 loss 0.5811:  14%|█▎        | 762/5632 [04:26<25:08,  3.23it/s] 
epoch 0 loss 0.5811:  14%|█▎        | 763/5632 [04:26<25:07,  3.23it/s]
epoch 0 loss 0.58103:  14%|█▎        | 763/5632 [04:26<25:07,  3.23it/s]
epoch 0 loss 0.58103:  14%|█▎        | 764/5632 [04:26<25:06,  3.23it/s]
epoch 0 loss 0.58108:  14%|█▎        | 764/5632 [04:27<25:06,  3.23it/s]
epoch 0 loss 0.58108:  14%|█▎        | 765/5632 [04:27<25:06,  3.23it/s]
epoch 0 loss 0.58088:  14%|█▎        | 765/5632 [04:27<25:06,  3.23it/s]
epoch 0 loss 0.58088:  14%|█▎        | 766/5632 [04:27<25:04,  3.23it/s]
epoch 0 loss 0.58045:  14%|█▎        | 766/5632 [04:27<25:04,  3.23it/s]
epoch 0 loss 0.58045:  14%|█▎        | 767/5632 [04:27<25:05,  3.23it/s]
epoch 0 loss 0.57995:  14%|█▎        | 767/5632 [04:28<25:05,  3.23it/s]
epoch 0 loss 0.57995:  14%|█▎        | 768/5632 [04:28<25:04,  3.23it/s]
epoch 0 loss 0.5801:  14%|█▎        | 768/5632 [04:28<25:04,  3.23it/s] 
epoch 0 loss 0.5801:  14%|█▎        | 769/5632 [04:28<25:04,  3.23it/s]
epoch 0 loss 0.58002:  14%|█▎        | 769/5632 [04:28<25:04,  3.23it/s]
epoch 0 loss 0.58002:  14%|█▎        | 770/5632 [04:28<25:04,  3.23it/s]
epoch 0 loss 0.58001:  14%|█▎        | 770/5632 [04:29<25:04,  3.23it/s]
epoch 0 loss 0.58001:  14%|█▎        | 771/5632 [04:29<25:01,  3.24it/s]
epoch 0 loss 0.57947:  14%|█▎        | 771/5632 [04:29<25:01,  3.24it/s]
epoch 0 loss 0.57947:  14%|█▎        | 772/5632 [04:29<25:01,  3.24it/s]
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epoch 0 loss 0.57919:  14%|█▎        | 773/5632 [04:29<25:00,  3.24it/s]
epoch 0 loss 0.57919:  14%|█▎        | 774/5632 [04:29<25:01,  3.24it/s]
epoch 0 loss 0.57886:  14%|█▎        | 774/5632 [04:30<25:01,  3.24it/s]
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epoch 0 loss 0.57883:  14%|█▍        | 775/5632 [04:30<25:01,  3.24it/s]
epoch 0 loss 0.57883:  14%|█▍        | 776/5632 [04:30<25:03,  3.23it/s]
epoch 0 loss 0.57835:  14%|█▍        | 776/5632 [04:30<25:03,  3.23it/s]
epoch 0 loss 0.57835:  14%|█▍        | 777/5632 [04:30<25:04,  3.23it/s]
epoch 0 loss 0.57812:  14%|█▍        | 777/5632 [04:31<25:04,  3.23it/s]
epoch 0 loss 0.57812:  14%|█▍        | 778/5632 [04:31<25:04,  3.23it/s]
epoch 0 loss 0.57797:  14%|█▍        | 778/5632 [04:31<25:04,  3.23it/s]
epoch 0 loss 0.57797:  14%|█▍        | 779/5632 [04:31<25:03,  3.23it/s]
epoch 0 loss 0.57774:  14%|█▍        | 779/5632 [04:31<25:03,  3.23it/s]
epoch 0 loss 0.57774:  14%|█▍        | 780/5632 [04:31<25:01,  3.23it/s]
epoch 0 loss 0.57737:  14%|█▍        | 780/5632 [04:32<25:01,  3.23it/s]
epoch 0 loss 0.57737:  14%|█▍        | 781/5632 [04:32<25:00,  3.23it/s]
epoch 0 loss 0.5774:  14%|█▍        | 781/5632 [04:32<25:00,  3.23it/s] 
epoch 0 loss 0.5774:  14%|█▍        | 782/5632 [04:32<25:00,  3.23it/s]
epoch 0 loss 0.57725:  14%|█▍        | 782/5632 [04:34<25:00,  3.23it/s]
epoch 0 loss 0.57725:  14%|█▍        | 783/5632 [04:34<1:01:56,  1.30it/s]
epoch 0 loss 0.57708:  14%|█▍        | 783/5632 [04:34<1:01:56,  1.30it/s]
epoch 0 loss 0.57708:  14%|█▍        | 784/5632 [04:34<51:03,  1.58it/s]  
epoch 0 loss 0.57699:  14%|█▍        | 784/5632 [04:34<51:03,  1.58it/s]
epoch 0 loss 0.57699:  14%|█▍        | 785/5632 [04:34<43:23,  1.86it/s]
epoch 0 loss 0.57674:  14%|█▍        | 785/5632 [04:35<43:23,  1.86it/s]
epoch 0 loss 0.57674:  14%|█▍        | 786/5632 [04:35<37:52,  2.13it/s]
epoch 0 loss 0.57705:  14%|█▍        | 786/5632 [04:35<37:52,  2.13it/s]
epoch 0 loss 0.57705:  14%|█▍        | 787/5632 [04:35<34:10,  2.36it/s]
epoch 0 loss 0.57678:  14%|█▍        | 787/5632 [04:35<34:10,  2.36it/s]
epoch 0 loss 0.57678:  14%|█▍        | 788/5632 [04:35<31:29,  2.56it/s]
epoch 0 loss 0.57657:  14%|█▍        | 788/5632 [04:36<31:29,  2.56it/s]
epoch 0 loss 0.57657:  14%|█▍        | 789/5632 [04:36<29:30,  2.74it/s]
epoch 0 loss 0.57631:  14%|█▍        | 789/5632 [04:36<29:30,  2.74it/s]
epoch 0 loss 0.57631:  14%|█▍        | 790/5632 [04:36<28:19,  2.85it/s]
epoch 0 loss 0.57606:  14%|█▍        | 790/5632 [04:36<28:19,  2.85it/s]
epoch 0 loss 0.57606:  14%|█▍        | 791/5632 [04:36<27:24,  2.94it/s]
epoch 0 loss 0.57602:  14%|█▍        | 791/5632 [04:37<27:24,  2.94it/s]
epoch 0 loss 0.57602:  14%|█▍        | 792/5632 [04:37<26:41,  3.02it/s]
epoch 0 loss 0.57564:  14%|█▍        | 792/5632 [04:37<26:41,  3.02it/s]
epoch 0 loss 0.57564:  14%|█▍        | 793/5632 [04:37<26:11,  3.08it/s]
epoch 0 loss 0.57535:  14%|█▍        | 793/5632 [04:37<26:11,  3.08it/s]
epoch 0 loss 0.57535:  14%|█▍        | 794/5632 [04:37<25:47,  3.13it/s]
epoch 0 loss 0.57506:  14%|█▍        | 794/5632 [04:38<25:47,  3.13it/s]
epoch 0 loss 0.57506:  14%|█▍        | 795/5632 [04:38<25:31,  3.16it/s]
epoch 0 loss 0.5748:  14%|█▍        | 795/5632 [04:38<25:31,  3.16it/s] 
epoch 0 loss 0.5748:  14%|█▍        | 796/5632 [04:38<25:20,  3.18it/s]
epoch 0 loss 0.57448:  14%|█▍        | 796/5632 [04:38<25:20,  3.18it/s]
epoch 0 loss 0.57448:  14%|█▍        | 797/5632 [04:38<25:13,  3.19it/s]
epoch 0 loss 0.57409:  14%|█▍        | 797/5632 [04:38<25:13,  3.19it/s]
epoch 0 loss 0.57409:  14%|█▍        | 798/5632 [04:38<25:07,  3.21it/s]
epoch 0 loss 0.57389:  14%|█▍        | 798/5632 [04:39<25:07,  3.21it/s]
epoch 0 loss 0.57389:  14%|█▍        | 799/5632 [04:39<25:03,  3.21it/s]
epoch 0 loss 0.57384:  14%|█▍        | 799/5632 [04:39<25:03,  3.21it/s]
epoch 0 loss 0.57384:  14%|█▍        | 800/5632 [04:39<25:02,  3.22it/s]
epoch 0 loss 0.5735:  14%|█▍        | 800/5632 [04:39<25:02,  3.22it/s] 
epoch 0 loss 0.5735:  14%|█▍        | 801/5632 [04:39<25:02,  3.22it/s]
epoch 0 loss 0.5732:  14%|█▍        | 801/5632 [04:40<25:02,  3.22it/s]
epoch 0 loss 0.5732:  14%|█▍        | 802/5632 [04:40<25:00,  3.22it/s]
epoch 0 loss 0.57293:  14%|█▍        | 802/5632 [04:40<25:00,  3.22it/s]
epoch 0 loss 0.57293:  14%|█▍        | 803/5632 [04:40<24:57,  3.22it/s]
epoch 0 loss 0.5729:  14%|█▍        | 803/5632 [04:40<24:57,  3.22it/s] 
epoch 0 loss 0.5729:  14%|█▍        | 804/5632 [04:40<24:56,  3.23it/s]
epoch 0 loss 0.57256:  14%|█▍        | 804/5632 [04:41<24:56,  3.23it/s]
epoch 0 loss 0.57256:  14%|█▍        | 805/5632 [04:41<24:54,  3.23it/s]
epoch 0 loss 0.57221:  14%|█▍        | 805/5632 [04:41<24:54,  3.23it/s]
epoch 0 loss 0.57221:  14%|█▍        | 806/5632 [04:41<24:54,  3.23it/s]
epoch 0 loss 0.572:  14%|█▍        | 806/5632 [04:41<24:54,  3.23it/s]  
epoch 0 loss 0.572:  14%|█▍        | 807/5632 [04:41<24:51,  3.23it/s]
epoch 0 loss 0.57159:  14%|█▍        | 807/5632 [04:42<24:51,  3.23it/s]
epoch 0 loss 0.57159:  14%|█▍        | 808/5632 [04:42<24:58,  3.22it/s]
epoch 0 loss 0.5712:  14%|█▍        | 808/5632 [04:42<24:58,  3.22it/s] 
epoch 0 loss 0.5712:  14%|█▍        | 809/5632 [04:42<25:04,  3.20it/s]
epoch 0 loss 0.5707:  14%|█▍        | 809/5632 [04:42<25:04,  3.20it/s]
epoch 0 loss 0.5707:  14%|█▍        | 810/5632 [04:42<25:06,  3.20it/s]
epoch 0 loss 0.57047:  14%|█▍        | 810/5632 [04:43<25:06,  3.20it/s]
epoch 0 loss 0.57047:  14%|█▍        | 811/5632 [04:43<25:11,  3.19it/s]
epoch 0 loss 0.57013:  14%|█▍        | 811/5632 [04:43<25:11,  3.19it/s]
epoch 0 loss 0.57013:  14%|█▍        | 812/5632 [04:43<25:04,  3.20it/s]
epoch 0 loss 0.56988:  14%|█▍        | 812/5632 [04:43<25:04,  3.20it/s]
epoch 0 loss 0.56988:  14%|█▍        | 813/5632 [04:43<25:05,  3.20it/s]
epoch 0 loss 0.5702:  14%|█▍        | 813/5632 [04:43<25:05,  3.20it/s] 
epoch 0 loss 0.5702:  14%|█▍        | 814/5632 [04:43<25:00,  3.21it/s]
epoch 0 loss 0.57009:  14%|█▍        | 814/5632 [04:44<25:00,  3.21it/s]
epoch 0 loss 0.57009:  14%|█▍        | 815/5632 [04:44<24:58,  3.21it/s]
epoch 0 loss 0.56992:  14%|█▍        | 815/5632 [04:44<24:58,  3.21it/s]
epoch 0 loss 0.56992:  14%|█▍        | 816/5632 [04:44<24:59,  3.21it/s]
epoch 0 loss 0.56949:  14%|█▍        | 816/5632 [04:44<24:59,  3.21it/s]
epoch 0 loss 0.56949:  15%|█▍        | 817/5632 [04:44<24:59,  3.21it/s]
epoch 0 loss 0.56926:  15%|█▍        | 817/5632 [04:45<24:59,  3.21it/s]
epoch 0 loss 0.56926:  15%|█▍        | 818/5632 [04:45<24:59,  3.21it/s]
epoch 0 loss 0.56926:  15%|█▍        | 818/5632 [04:45<24:59,  3.21it/s]
epoch 0 loss 0.56926:  15%|█▍        | 819/5632 [04:45<25:05,  3.20it/s]
epoch 0 loss 0.56886:  15%|█▍        | 819/5632 [04:45<25:05,  3.20it/s]
epoch 0 loss 0.56886:  15%|█▍        | 820/5632 [04:45<25:04,  3.20it/s]
epoch 0 loss 0.56847:  15%|█▍        | 820/5632 [04:46<25:04,  3.20it/s]
epoch 0 loss 0.56847:  15%|█▍        | 821/5632 [04:46<25:02,  3.20it/s]
epoch 0 loss 0.56835:  15%|█▍        | 821/5632 [04:46<25:02,  3.20it/s]
epoch 0 loss 0.56835:  15%|█▍        | 822/5632 [04:46<25:01,  3.20it/s]
epoch 0 loss 0.56825:  15%|█▍        | 822/5632 [04:46<25:01,  3.20it/s]
epoch 0 loss 0.56825:  15%|█▍        | 823/5632 [04:46<24:57,  3.21it/s]
epoch 0 loss 0.56793:  15%|█▍        | 823/5632 [04:47<24:57,  3.21it/s]
epoch 0 loss 0.56793:  15%|█▍        | 824/5632 [04:47<24:49,  3.23it/s]
epoch 0 loss 0.56792:  15%|█▍        | 824/5632 [04:47<24:49,  3.23it/s]
epoch 0 loss 0.56792:  15%|█▍        | 825/5632 [04:47<24:51,  3.22it/s]
epoch 0 loss 0.56748:  15%|█▍        | 825/5632 [04:47<24:51,  3.22it/s]
epoch 0 loss 0.56748:  15%|█▍        | 826/5632 [04:47<24:50,  3.23it/s]
epoch 0 loss 0.56721:  15%|█▍        | 826/5632 [04:47<24:50,  3.23it/s]
epoch 0 loss 0.56721:  15%|█▍        | 827/5632 [04:48<24:48,  3.23it/s]
epoch 0 loss 0.56712:  15%|█▍        | 827/5632 [04:48<24:48,  3.23it/s]
epoch 0 loss 0.56712:  15%|█▍        | 828/5632 [04:48<24:47,  3.23it/s]
epoch 0 loss 0.56702:  15%|█▍        | 828/5632 [04:49<24:47,  3.23it/s]
epoch 0 loss 0.56702:  15%|█▍        | 829/5632 [04:49<49:57,  1.60it/s]
epoch 0 loss 0.56676:  15%|█▍        | 829/5632 [04:49<49:57,  1.60it/s]
epoch 0 loss 0.56676:  15%|█▍        | 830/5632 [04:49<42:23,  1.89it/s]
epoch 0 loss 0.56648:  15%|█▍        | 830/5632 [04:50<42:23,  1.89it/s]
epoch 0 loss 0.56648:  15%|█▍        | 831/5632 [04:50<37:06,  2.16it/s]
epoch 0 loss 0.56627:  15%|█▍        | 831/5632 [04:50<37:06,  2.16it/s]
epoch 0 loss 0.56627:  15%|█▍        | 832/5632 [04:50<33:24,  2.39it/s]
epoch 0 loss 0.56633:  15%|█▍        | 832/5632 [04:50<33:24,  2.39it/s]
epoch 0 loss 0.56633:  15%|█▍        | 833/5632 [04:50<30:48,  2.60it/s]
epoch 0 loss 0.56594:  15%|█▍        | 833/5632 [04:51<30:48,  2.60it/s]
epoch 0 loss 0.56594:  15%|█▍        | 834/5632 [04:51<28:58,  2.76it/s]
epoch 0 loss 0.56575:  15%|█▍        | 834/5632 [04:51<28:58,  2.76it/s]
epoch 0 loss 0.56575:  15%|█▍        | 835/5632 [04:51<27:42,  2.89it/s]
epoch 0 loss 0.56554:  15%|█▍        | 835/5632 [04:51<27:42,  2.89it/s]
epoch 0 loss 0.56554:  15%|█▍        | 836/5632 [04:51<26:49,  2.98it/s]
epoch 0 loss 0.56566:  15%|█▍        | 836/5632 [04:52<26:49,  2.98it/s]
epoch 0 loss 0.56566:  15%|█▍        | 837/5632 [04:52<26:10,  3.05it/s]
epoch 0 loss 0.5654:  15%|█▍        | 837/5632 [04:52<26:10,  3.05it/s] 
epoch 0 loss 0.5654:  15%|█▍        | 838/5632 [04:52<25:44,  3.10it/s]
epoch 0 loss 0.56533:  15%|█▍        | 838/5632 [04:52<25:44,  3.10it/s]
epoch 0 loss 0.56533:  15%|█▍        | 839/5632 [04:52<25:25,  3.14it/s]
epoch 0 loss 0.56514:  15%|█▍        | 839/5632 [04:53<25:25,  3.14it/s]
epoch 0 loss 0.56514:  15%|█▍        | 840/5632 [04:53<25:13,  3.17it/s]
epoch 0 loss 0.56505:  15%|█▍        | 840/5632 [04:53<25:13,  3.17it/s]
epoch 0 loss 0.56505:  15%|█▍        | 841/5632 [04:53<25:04,  3.18it/s]
epoch 0 loss 0.56456:  15%|█▍        | 841/5632 [04:53<25:04,  3.18it/s]
epoch 0 loss 0.56456:  15%|█▍        | 842/5632 [04:53<24:57,  3.20it/s]
epoch 0 loss 0.56424:  15%|█▍        | 842/5632 [04:53<24:57,  3.20it/s]
epoch 0 loss 0.56424:  15%|█▍        | 843/5632 [04:54<24:51,  3.21it/s]
epoch 0 loss 0.56382:  15%|█▍        | 843/5632 [04:54<24:51,  3.21it/s]
epoch 0 loss 0.56382:  15%|█▍        | 844/5632 [04:54<24:48,  3.22it/s]
epoch 0 loss 0.56351:  15%|█▍        | 844/5632 [04:54<24:48,  3.22it/s]
epoch 0 loss 0.56351:  15%|█▌        | 845/5632 [04:54<24:45,  3.22it/s]
epoch 0 loss 0.56383:  15%|█▌        | 845/5632 [04:54<24:45,  3.22it/s]
epoch 0 loss 0.56383:  15%|█▌        | 846/5632 [04:54<24:44,  3.22it/s]
epoch 0 loss 0.56372:  15%|█▌        | 846/5632 [04:55<24:44,  3.22it/s]
epoch 0 loss 0.56372:  15%|█▌        | 847/5632 [04:55<24:41,  3.23it/s]
epoch 0 loss 0.56378:  15%|█▌        | 847/5632 [04:55<24:41,  3.23it/s]
epoch 0 loss 0.56378:  15%|█▌        | 848/5632 [04:55<24:41,  3.23it/s]
epoch 0 loss 0.56346:  15%|█▌        | 848/5632 [04:55<24:41,  3.23it/s]
epoch 0 loss 0.56346:  15%|█▌        | 849/5632 [04:55<24:40,  3.23it/s]
epoch 0 loss 0.56311:  15%|█▌        | 849/5632 [04:56<24:40,  3.23it/s]
epoch 0 loss 0.56311:  15%|█▌        | 850/5632 [04:56<24:40,  3.23it/s]
epoch 0 loss 0.56289:  15%|█▌        | 850/5632 [04:56<24:40,  3.23it/s]
epoch 0 loss 0.56289:  15%|█▌        | 851/5632 [04:56<24:39,  3.23it/s]
epoch 0 loss 0.56259:  15%|█▌        | 851/5632 [04:56<24:39,  3.23it/s]
epoch 0 loss 0.56259:  15%|█▌        | 852/5632 [04:56<24:40,  3.23it/s]
epoch 0 loss 0.56257:  15%|█▌        | 852/5632 [04:57<24:40,  3.23it/s]
epoch 0 loss 0.56257:  15%|█▌        | 853/5632 [04:57<24:38,  3.23it/s]
epoch 0 loss 0.5624:  15%|█▌        | 853/5632 [04:57<24:38,  3.23it/s] 
epoch 0 loss 0.5624:  15%|█▌        | 854/5632 [04:57<24:39,  3.23it/s]
epoch 0 loss 0.56236:  15%|█▌        | 854/5632 [04:57<24:39,  3.23it/s]
epoch 0 loss 0.56236:  15%|█▌        | 855/5632 [04:57<24:39,  3.23it/s]
epoch 0 loss 0.5621:  15%|█▌        | 855/5632 [04:58<24:39,  3.23it/s] 
epoch 0 loss 0.5621:  15%|█▌        | 856/5632 [04:58<24:38,  3.23it/s]
epoch 0 loss 0.56183:  15%|█▌        | 856/5632 [04:58<24:38,  3.23it/s]
epoch 0 loss 0.56183:  15%|█▌        | 857/5632 [04:58<24:38,  3.23it/s]
epoch 0 loss 0.56177:  15%|█▌        | 857/5632 [04:58<24:38,  3.23it/s]
epoch 0 loss 0.56177:  15%|█▌        | 858/5632 [04:58<24:37,  3.23it/s]
epoch 0 loss 0.56155:  15%|█▌        | 858/5632 [04:58<24:37,  3.23it/s]
epoch 0 loss 0.56155:  15%|█▌        | 859/5632 [04:58<24:37,  3.23it/s]
epoch 0 loss 0.56153:  15%|█▌        | 859/5632 [04:59<24:37,  3.23it/s]
epoch 0 loss 0.56153:  15%|█▌        | 860/5632 [04:59<24:38,  3.23it/s]
epoch 0 loss 0.56134:  15%|█▌        | 860/5632 [04:59<24:38,  3.23it/s]
epoch 0 loss 0.56134:  15%|█▌        | 861/5632 [04:59<24:37,  3.23it/s]
epoch 0 loss 0.5614:  15%|█▌        | 861/5632 [04:59<24:37,  3.23it/s] 
epoch 0 loss 0.5614:  15%|█▌        | 862/5632 [04:59<24:37,  3.23it/s]
epoch 0 loss 0.56145:  15%|█▌        | 862/5632 [05:00<24:37,  3.23it/s]
epoch 0 loss 0.56145:  15%|█▌        | 863/5632 [05:00<24:36,  3.23it/s]
epoch 0 loss 0.56191:  15%|█▌        | 863/5632 [05:00<24:36,  3.23it/s]
epoch 0 loss 0.56191:  15%|█▌        | 864/5632 [05:00<24:37,  3.23it/s]
epoch 0 loss 0.5617:  15%|█▌        | 864/5632 [05:00<24:37,  3.23it/s] 
epoch 0 loss 0.5617:  15%|█▌        | 865/5632 [05:00<24:35,  3.23it/s]
epoch 0 loss 0.56154:  15%|█▌        | 865/5632 [05:01<24:35,  3.23it/s]
epoch 0 loss 0.56154:  15%|█▌        | 866/5632 [05:01<24:33,  3.23it/s]
epoch 0 loss 0.56122:  15%|█▌        | 866/5632 [05:01<24:33,  3.23it/s]
epoch 0 loss 0.56122:  15%|█▌        | 867/5632 [05:01<24:33,  3.23it/s]
epoch 0 loss 0.56094:  15%|█▌        | 867/5632 [05:01<24:33,  3.23it/s]
epoch 0 loss 0.56094:  15%|█▌        | 868/5632 [05:01<24:34,  3.23it/s]
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epoch 0 loss 0.56013:  15%|█▌        | 871/5632 [05:02<24:33,  3.23it/s]
epoch 0 loss 0.56013:  15%|█▌        | 872/5632 [05:02<24:32,  3.23it/s]
epoch 0 loss 0.56023:  15%|█▌        | 872/5632 [05:03<24:32,  3.23it/s]
epoch 0 loss 0.56023:  16%|█▌        | 873/5632 [05:03<24:32,  3.23it/s]
epoch 0 loss 0.56008:  16%|█▌        | 873/5632 [05:03<24:32,  3.23it/s]
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epoch 0 loss 0.55987:  16%|█▌        | 874/5632 [05:05<24:32,  3.23it/s]
epoch 0 loss 0.55987:  16%|█▌        | 875/5632 [05:05<51:52,  1.53it/s]
epoch 0 loss 0.55957:  16%|█▌        | 875/5632 [05:05<51:52,  1.53it/s]
epoch 0 loss 0.55957:  16%|█▌        | 876/5632 [05:05<43:42,  1.81it/s]
epoch 0 loss 0.55945:  16%|█▌        | 876/5632 [05:05<43:42,  1.81it/s]
epoch 0 loss 0.55945:  16%|█▌        | 877/5632 [05:05<38:04,  2.08it/s]
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epoch 0 loss 0.5597:  16%|█▌        | 878/5632 [05:05<34:07,  2.32it/s]
epoch 0 loss 0.5593:  16%|█▌        | 878/5632 [05:06<34:07,  2.32it/s]
epoch 0 loss 0.5593:  16%|█▌        | 879/5632 [05:06<31:19,  2.53it/s]
epoch 0 loss 0.5591:  16%|█▌        | 879/5632 [05:06<31:19,  2.53it/s]
epoch 0 loss 0.5591:  16%|█▌        | 880/5632 [05:06<29:29,  2.68it/s]
epoch 0 loss 0.55902:  16%|█▌        | 880/5632 [05:06<29:29,  2.68it/s]
epoch 0 loss 0.55902:  16%|█▌        | 881/5632 [05:06<27:55,  2.84it/s]
epoch 0 loss 0.559:  16%|█▌        | 881/5632 [05:07<27:55,  2.84it/s]  
epoch 0 loss 0.559:  16%|█▌        | 882/5632 [05:07<27:03,  2.93it/s]
epoch 0 loss 0.55861:  16%|█▌        | 882/5632 [05:07<27:03,  2.93it/s]
epoch 0 loss 0.55861:  16%|█▌        | 883/5632 [05:07<26:26,  2.99it/s]
epoch 0 loss 0.55845:  16%|█▌        | 883/5632 [05:07<26:26,  2.99it/s]
epoch 0 loss 0.55845:  16%|█▌        | 884/5632 [05:07<25:50,  3.06it/s]
epoch 0 loss 0.5582:  16%|█▌        | 884/5632 [05:08<25:50,  3.06it/s] 
epoch 0 loss 0.5582:  16%|█▌        | 885/5632 [05:08<25:26,  3.11it/s]
epoch 0 loss 0.55826:  16%|█▌        | 885/5632 [05:08<25:26,  3.11it/s]
epoch 0 loss 0.55826:  16%|█▌        | 886/5632 [05:08<25:08,  3.15it/s]
epoch 0 loss 0.55816:  16%|█▌        | 886/5632 [05:08<25:08,  3.15it/s]
epoch 0 loss 0.55816:  16%|█▌        | 887/5632 [05:08<24:55,  3.17it/s]
epoch 0 loss 0.55795:  16%|█▌        | 887/5632 [05:09<24:55,  3.17it/s]
epoch 0 loss 0.55795:  16%|█▌        | 888/5632 [05:09<24:47,  3.19it/s]
epoch 0 loss 0.55782:  16%|█▌        | 888/5632 [05:09<24:47,  3.19it/s]
epoch 0 loss 0.55782:  16%|█▌        | 889/5632 [05:09<24:41,  3.20it/s]
epoch 0 loss 0.55742:  16%|█▌        | 889/5632 [05:09<24:41,  3.20it/s]
epoch 0 loss 0.55742:  16%|█▌        | 890/5632 [05:09<24:37,  3.21it/s]
epoch 0 loss 0.55737:  16%|█▌        | 890/5632 [05:10<24:37,  3.21it/s]
epoch 0 loss 0.55737:  16%|█▌        | 891/5632 [05:10<24:34,  3.22it/s]
epoch 0 loss 0.55727:  16%|█▌        | 891/5632 [05:10<24:34,  3.22it/s]
epoch 0 loss 0.55727:  16%|█▌        | 892/5632 [05:10<24:32,  3.22it/s]
epoch 0 loss 0.55695:  16%|█▌        | 892/5632 [05:10<24:32,  3.22it/s]
epoch 0 loss 0.55695:  16%|█▌        | 893/5632 [05:10<24:31,  3.22it/s]
epoch 0 loss 0.55691:  16%|█▌        | 893/5632 [05:10<24:31,  3.22it/s]
epoch 0 loss 0.55691:  16%|█▌        | 894/5632 [05:10<24:29,  3.22it/s]
epoch 0 loss 0.55657:  16%|█▌        | 894/5632 [05:11<24:29,  3.22it/s]
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epoch 0 loss 0.5565:  16%|█▌        | 896/5632 [05:11<24:27,  3.23it/s]
epoch 0 loss 0.55639:  16%|█▌        | 896/5632 [05:11<24:27,  3.23it/s]
epoch 0 loss 0.55639:  16%|█▌        | 897/5632 [05:11<24:26,  3.23it/s]
epoch 0 loss 0.55622:  16%|█▌        | 897/5632 [05:12<24:26,  3.23it/s]
epoch 0 loss 0.55622:  16%|█▌        | 898/5632 [05:12<24:26,  3.23it/s]
epoch 0 loss 0.55596:  16%|█▌        | 898/5632 [05:12<24:26,  3.23it/s]
epoch 0 loss 0.55596:  16%|█▌        | 899/5632 [05:12<24:25,  3.23it/s]
epoch 0 loss 0.55558:  16%|█▌        | 899/5632 [05:12<24:25,  3.23it/s]
epoch 0 loss 0.55558:  16%|█▌        | 900/5632 [05:12<24:25,  3.23it/s]
epoch 0 loss 0.55549:  16%|█▌        | 900/5632 [05:13<24:25,  3.23it/s]
epoch 0 loss 0.55549:  16%|█▌        | 901/5632 [05:13<24:24,  3.23it/s]
epoch 0 loss 0.55528:  16%|█▌        | 901/5632 [05:13<24:24,  3.23it/s]
epoch 0 loss 0.55528:  16%|█▌        | 902/5632 [05:13<24:22,  3.23it/s]
epoch 0 loss 0.5551:  16%|█▌        | 902/5632 [05:13<24:22,  3.23it/s] 
epoch 0 loss 0.5551:  16%|█▌        | 903/5632 [05:13<24:29,  3.22it/s]
epoch 0 loss 0.55526:  16%|█▌        | 903/5632 [05:14<24:29,  3.22it/s]
epoch 0 loss 0.55526:  16%|█▌        | 904/5632 [05:14<24:35,  3.20it/s]
epoch 0 loss 0.55494:  16%|█▌        | 904/5632 [05:14<24:35,  3.20it/s]
epoch 0 loss 0.55494:  16%|█▌        | 905/5632 [05:14<24:40,  3.19it/s]
epoch 0 loss 0.55455:  16%|█▌        | 905/5632 [05:14<24:40,  3.19it/s]
epoch 0 loss 0.55455:  16%|█▌        | 906/5632 [05:14<24:33,  3.21it/s]
epoch 0 loss 0.55419:  16%|█▌        | 906/5632 [05:14<24:33,  3.21it/s]
epoch 0 loss 0.55419:  16%|█▌        | 907/5632 [05:15<24:29,  3.21it/s]
epoch 0 loss 0.55438:  16%|█▌        | 907/5632 [05:15<24:29,  3.21it/s]
epoch 0 loss 0.55438:  16%|█▌        | 908/5632 [05:15<24:29,  3.21it/s]
epoch 0 loss 0.55425:  16%|█▌        | 908/5632 [05:15<24:29,  3.21it/s]
epoch 0 loss 0.55425:  16%|█▌        | 909/5632 [05:15<24:27,  3.22it/s]
epoch 0 loss 0.55408:  16%|█▌        | 909/5632 [05:15<24:27,  3.22it/s]
epoch 0 loss 0.55408:  16%|█▌        | 910/5632 [05:15<24:25,  3.22it/s]
epoch 0 loss 0.55383:  16%|█▌        | 910/5632 [05:16<24:25,  3.22it/s]
epoch 0 loss 0.55383:  16%|█▌        | 911/5632 [05:16<24:23,  3.23it/s]
epoch 0 loss 0.554:  16%|█▌        | 911/5632 [05:16<24:23,  3.23it/s]  
epoch 0 loss 0.554:  16%|█▌        | 912/5632 [05:16<24:21,  3.23it/s]
epoch 0 loss 0.55417:  16%|█▌        | 912/5632 [05:16<24:21,  3.23it/s]
epoch 0 loss 0.55417:  16%|█▌        | 913/5632 [05:16<24:19,  3.23it/s]
epoch 0 loss 0.55429:  16%|█▌        | 913/5632 [05:17<24:19,  3.23it/s]
epoch 0 loss 0.55429:  16%|█▌        | 914/5632 [05:17<24:20,  3.23it/s]
epoch 0 loss 0.55404:  16%|█▌        | 914/5632 [05:17<24:20,  3.23it/s]
epoch 0 loss 0.55404:  16%|█▌        | 915/5632 [05:17<24:22,  3.23it/s]
epoch 0 loss 0.5539:  16%|█▌        | 915/5632 [05:17<24:22,  3.23it/s] 
epoch 0 loss 0.5539:  16%|█▋        | 916/5632 [05:17<24:21,  3.23it/s]
epoch 0 loss 0.55367:  16%|█▋        | 916/5632 [05:18<24:21,  3.23it/s]
epoch 0 loss 0.55367:  16%|█▋        | 917/5632 [05:18<24:20,  3.23it/s]
epoch 0 loss 0.55343:  16%|█▋        | 917/5632 [05:18<24:20,  3.23it/s]
epoch 0 loss 0.55343:  16%|█▋        | 918/5632 [05:18<24:14,  3.24it/s]
epoch 0 loss 0.55325:  16%|█▋        | 918/5632 [05:18<24:14,  3.24it/s]
epoch 0 loss 0.55325:  16%|█▋        | 919/5632 [05:18<24:15,  3.24it/s]
epoch 0 loss 0.55309:  16%|█▋        | 919/5632 [05:20<24:15,  3.24it/s]
epoch 0 loss 0.55309:  16%|█▋        | 920/5632 [05:20<56:58,  1.38it/s]
epoch 0 loss 0.5529:  16%|█▋        | 920/5632 [05:20<56:58,  1.38it/s] 
epoch 0 loss 0.5529:  16%|█▋        | 921/5632 [05:20<47:13,  1.66it/s]
epoch 0 loss 0.55264:  16%|█▋        | 921/5632 [05:21<47:13,  1.66it/s]
epoch 0 loss 0.55264:  16%|█▋        | 922/5632 [05:21<40:19,  1.95it/s]
epoch 0 loss 0.55252:  16%|█▋        | 922/5632 [05:21<40:19,  1.95it/s]
epoch 0 loss 0.55252:  16%|█▋        | 923/5632 [05:21<35:31,  2.21it/s]
epoch 0 loss 0.55227:  16%|█▋        | 923/5632 [05:21<35:31,  2.21it/s]
epoch 0 loss 0.55227:  16%|█▋        | 924/5632 [05:21<32:09,  2.44it/s]
epoch 0 loss 0.55185:  16%|█▋        | 924/5632 [05:21<32:09,  2.44it/s]
epoch 0 loss 0.55185:  16%|█▋        | 925/5632 [05:21<29:45,  2.64it/s]
epoch 0 loss 0.55181:  16%|█▋        | 925/5632 [05:22<29:45,  2.64it/s]
epoch 0 loss 0.55181:  16%|█▋        | 926/5632 [05:22<28:05,  2.79it/s]
epoch 0 loss 0.55168:  16%|█▋        | 926/5632 [05:22<28:05,  2.79it/s]
epoch 0 loss 0.55168:  16%|█▋        | 927/5632 [05:22<26:54,  2.91it/s]
epoch 0 loss 0.55131:  16%|█▋        | 927/5632 [05:22<26:54,  2.91it/s]
epoch 0 loss 0.55131:  16%|█▋        | 928/5632 [05:22<26:08,  3.00it/s]
epoch 0 loss 0.551:  16%|█▋        | 928/5632 [05:23<26:08,  3.00it/s]  
epoch 0 loss 0.551:  16%|█▋        | 929/5632 [05:23<25:33,  3.07it/s]
epoch 0 loss 0.55067:  16%|█▋        | 929/5632 [05:23<25:33,  3.07it/s]
epoch 0 loss 0.55067:  17%|█▋        | 930/5632 [05:23<25:09,  3.11it/s]
epoch 0 loss 0.55038:  17%|█▋        | 930/5632 [05:23<25:09,  3.11it/s]
epoch 0 loss 0.55038:  17%|█▋        | 931/5632 [05:23<24:51,  3.15it/s]
epoch 0 loss 0.55019:  17%|█▋        | 931/5632 [05:24<24:51,  3.15it/s]
epoch 0 loss 0.55019:  17%|█▋        | 932/5632 [05:24<24:39,  3.18it/s]
epoch 0 loss 0.54994:  17%|█▋        | 932/5632 [05:24<24:39,  3.18it/s]
epoch 0 loss 0.54994:  17%|█▋        | 933/5632 [05:24<24:30,  3.20it/s]
epoch 0 loss 0.54993:  17%|█▋        | 933/5632 [05:24<24:30,  3.20it/s]
epoch 0 loss 0.54993:  17%|█▋        | 934/5632 [05:24<24:22,  3.21it/s]
epoch 0 loss 0.54959:  17%|█▋        | 934/5632 [05:25<24:22,  3.21it/s]
epoch 0 loss 0.54959:  17%|█▋        | 935/5632 [05:25<24:19,  3.22it/s]
epoch 0 loss 0.54943:  17%|█▋        | 935/5632 [05:25<24:19,  3.22it/s]
epoch 0 loss 0.54943:  17%|█▋        | 936/5632 [05:25<24:17,  3.22it/s]
epoch 0 loss 0.54902:  17%|█▋        | 936/5632 [05:25<24:17,  3.22it/s]
epoch 0 loss 0.54902:  17%|█▋        | 937/5632 [05:25<24:17,  3.22it/s]
epoch 0 loss 0.54904:  17%|█▋        | 937/5632 [05:25<24:17,  3.22it/s]
epoch 0 loss 0.54904:  17%|█▋        | 938/5632 [05:25<24:16,  3.22it/s]
epoch 0 loss 0.54873:  17%|█▋        | 938/5632 [05:26<24:16,  3.22it/s]
epoch 0 loss 0.54873:  17%|█▋        | 939/5632 [05:26<24:13,  3.23it/s]
epoch 0 loss 0.54858:  17%|█▋        | 939/5632 [05:26<24:13,  3.23it/s]
epoch 0 loss 0.54858:  17%|█▋        | 940/5632 [05:26<24:12,  3.23it/s]
epoch 0 loss 0.54836:  17%|█▋        | 940/5632 [05:26<24:12,  3.23it/s]
epoch 0 loss 0.54836:  17%|█▋        | 941/5632 [05:26<24:10,  3.23it/s]
epoch 0 loss 0.5482:  17%|█▋        | 941/5632 [05:27<24:10,  3.23it/s] 
epoch 0 loss 0.5482:  17%|█▋        | 942/5632 [05:27<24:10,  3.23it/s]
epoch 0 loss 0.54801:  17%|█▋        | 942/5632 [05:27<24:10,  3.23it/s]
epoch 0 loss 0.54801:  17%|█▋        | 943/5632 [05:27<24:09,  3.24it/s]
epoch 0 loss 0.54764:  17%|█▋        | 943/5632 [05:27<24:09,  3.24it/s]
epoch 0 loss 0.54764:  17%|█▋        | 944/5632 [05:27<24:09,  3.23it/s]
epoch 0 loss 0.54792:  17%|█▋        | 944/5632 [05:28<24:09,  3.23it/s]
epoch 0 loss 0.54792:  17%|█▋        | 945/5632 [05:28<24:10,  3.23it/s]
epoch 0 loss 0.54803:  17%|█▋        | 945/5632 [05:28<24:10,  3.23it/s]
epoch 0 loss 0.54803:  17%|█▋        | 946/5632 [05:28<24:07,  3.24it/s]
epoch 0 loss 0.54779:  17%|█▋        | 946/5632 [05:28<24:07,  3.24it/s]
epoch 0 loss 0.54779:  17%|█▋        | 947/5632 [05:28<24:08,  3.23it/s]
epoch 0 loss 0.54752:  17%|█▋        | 947/5632 [05:29<24:08,  3.23it/s]
epoch 0 loss 0.54752:  17%|█▋        | 948/5632 [05:29<24:04,  3.24it/s]
epoch 0 loss 0.54719:  17%|█▋        | 948/5632 [05:29<24:04,  3.24it/s]
epoch 0 loss 0.54719:  17%|█▋        | 949/5632 [05:29<24:04,  3.24it/s]
epoch 0 loss 0.54692:  17%|█▋        | 949/5632 [05:29<24:04,  3.24it/s]
epoch 0 loss 0.54692:  17%|█▋        | 950/5632 [05:29<24:04,  3.24it/s]
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epoch 0 loss 0.5468:  17%|█▋        | 951/5632 [05:30<24:05,  3.24it/s]
epoch 0 loss 0.54693:  17%|█▋        | 951/5632 [05:30<24:05,  3.24it/s]
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epoch 0 loss 0.54669:  17%|█▋        | 952/5632 [05:30<24:06,  3.24it/s]
epoch 0 loss 0.54669:  17%|█▋        | 953/5632 [05:30<24:05,  3.24it/s]
epoch 0 loss 0.54674:  17%|█▋        | 953/5632 [05:30<24:05,  3.24it/s]
epoch 0 loss 0.54674:  17%|█▋        | 954/5632 [05:30<24:07,  3.23it/s]
epoch 0 loss 0.54656:  17%|█▋        | 954/5632 [05:31<24:07,  3.23it/s]
epoch 0 loss 0.54656:  17%|█▋        | 955/5632 [05:31<24:07,  3.23it/s]
epoch 0 loss 0.54635:  17%|█▋        | 955/5632 [05:31<24:07,  3.23it/s]
epoch 0 loss 0.54635:  17%|█▋        | 956/5632 [05:31<24:11,  3.22it/s]
epoch 0 loss 0.54618:  17%|█▋        | 956/5632 [05:31<24:11,  3.22it/s]
epoch 0 loss 0.54618:  17%|█▋        | 957/5632 [05:31<24:09,  3.23it/s]
epoch 0 loss 0.54587:  17%|█▋        | 957/5632 [05:32<24:09,  3.23it/s]
epoch 0 loss 0.54587:  17%|█▋        | 958/5632 [05:32<24:06,  3.23it/s]
epoch 0 loss 0.54557:  17%|█▋        | 958/5632 [05:32<24:06,  3.23it/s]
epoch 0 loss 0.54557:  17%|█▋        | 959/5632 [05:32<24:04,  3.23it/s]
epoch 0 loss 0.54542:  17%|█▋        | 959/5632 [05:32<24:04,  3.23it/s]
epoch 0 loss 0.54542:  17%|█▋        | 960/5632 [05:32<24:03,  3.24it/s]
epoch 0 loss 0.54542:  17%|█▋        | 960/5632 [05:34<24:03,  3.24it/s]
epoch 0 loss 0.54542:  17%|█▋        | 961/5632 [05:34<48:14,  1.61it/s]
epoch 0 loss 0.54577:  17%|█▋        | 961/5632 [05:34<48:14,  1.61it/s]
epoch 0 loss 0.54577:  17%|█▋        | 962/5632 [05:34<40:57,  1.90it/s]
epoch 0 loss 0.54537:  17%|█▋        | 962/5632 [05:34<40:57,  1.90it/s]
epoch 0 loss 0.54537:  17%|█▋        | 963/5632 [05:34<35:52,  2.17it/s]
epoch 0 loss 0.54532:  17%|█▋        | 963/5632 [05:35<35:52,  2.17it/s]
epoch 0 loss 0.54532:  17%|█▋        | 964/5632 [05:35<32:19,  2.41it/s]
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epoch 0 loss 0.54451:  17%|█▋        | 969/5632 [05:36<25:26,  3.05it/s]
epoch 0 loss 0.54419:  17%|█▋        | 969/5632 [05:36<25:26,  3.05it/s]
epoch 0 loss 0.54419:  17%|█▋        | 970/5632 [05:36<25:01,  3.11it/s]
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epoch 0 loss 0.54413:  17%|█▋        | 971/5632 [05:37<24:44,  3.14it/s]
epoch 0 loss 0.54393:  17%|█▋        | 971/5632 [05:37<24:44,  3.14it/s]
epoch 0 loss 0.54393:  17%|█▋        | 972/5632 [05:37<24:31,  3.17it/s]
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epoch 0 loss 0.5436:  17%|█▋        | 973/5632 [05:37<24:23,  3.18it/s]
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epoch 0 loss 0.5434:  17%|█▋        | 974/5632 [05:38<24:20,  3.19it/s]
epoch 0 loss 0.54305:  17%|█▋        | 974/5632 [05:38<24:20,  3.19it/s]
epoch 0 loss 0.54305:  17%|█▋        | 975/5632 [05:38<24:14,  3.20it/s]
epoch 0 loss 0.54274:  17%|█▋        | 975/5632 [05:38<24:14,  3.20it/s]
epoch 0 loss 0.54274:  17%|█▋        | 976/5632 [05:38<24:12,  3.21it/s]
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epoch 0 loss 0.54247:  17%|█▋        | 978/5632 [05:39<24:05,  3.22it/s]
epoch 0 loss 0.5422:  17%|█▋        | 978/5632 [05:39<24:05,  3.22it/s] 
epoch 0 loss 0.5422:  17%|█▋        | 979/5632 [05:39<24:03,  3.22it/s]
epoch 0 loss 0.54216:  17%|█▋        | 979/5632 [05:40<24:03,  3.22it/s]
epoch 0 loss 0.54216:  17%|█▋        | 980/5632 [05:40<24:00,  3.23it/s]
epoch 0 loss 0.54185:  17%|█▋        | 980/5632 [05:40<24:00,  3.23it/s]
epoch 0 loss 0.54185:  17%|█▋        | 981/5632 [05:40<23:59,  3.23it/s]
epoch 0 loss 0.54167:  17%|█▋        | 981/5632 [05:40<23:59,  3.23it/s]
epoch 0 loss 0.54167:  17%|█▋        | 982/5632 [05:40<23:57,  3.23it/s]
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epoch 0 loss 0.54105:  17%|█▋        | 983/5632 [05:41<23:57,  3.23it/s]
epoch 0 loss 0.54105:  17%|█▋        | 984/5632 [05:41<24:01,  3.23it/s]
epoch 0 loss 0.54087:  17%|█▋        | 984/5632 [05:41<24:01,  3.23it/s]
epoch 0 loss 0.54087:  17%|█▋        | 985/5632 [05:41<24:01,  3.22it/s]
epoch 0 loss 0.54058:  17%|█▋        | 985/5632 [05:41<24:01,  3.22it/s]
epoch 0 loss 0.54058:  18%|█▊        | 986/5632 [05:41<24:01,  3.22it/s]
epoch 0 loss 0.5402:  18%|█▊        | 986/5632 [05:42<24:01,  3.22it/s] 
epoch 0 loss 0.5402:  18%|█▊        | 987/5632 [05:42<24:00,  3.23it/s]
epoch 0 loss 0.5398:  18%|█▊        | 987/5632 [05:42<24:00,  3.23it/s]
epoch 0 loss 0.5398:  18%|█▊        | 988/5632 [05:42<24:00,  3.22it/s]
epoch 0 loss 0.53948:  18%|█▊        | 988/5632 [05:42<24:00,  3.22it/s]
epoch 0 loss 0.53948:  18%|█▊        | 989/5632 [05:42<23:56,  3.23it/s]
epoch 0 loss 0.53919:  18%|█▊        | 989/5632 [05:43<23:56,  3.23it/s]
epoch 0 loss 0.53919:  18%|█▊        | 990/5632 [05:43<23:56,  3.23it/s]
epoch 0 loss 0.53923:  18%|█▊        | 990/5632 [05:43<23:56,  3.23it/s]
epoch 0 loss 0.53923:  18%|█▊        | 991/5632 [05:43<23:55,  3.23it/s]
epoch 0 loss 0.53942:  18%|█▊        | 991/5632 [05:43<23:55,  3.23it/s]
epoch 0 loss 0.53942:  18%|█▊        | 992/5632 [05:43<23:56,  3.23it/s]
epoch 0 loss 0.53944:  18%|█▊        | 992/5632 [05:44<23:56,  3.23it/s]
epoch 0 loss 0.53944:  18%|█▊        | 993/5632 [05:44<23:56,  3.23it/s]
epoch 0 loss 0.53924:  18%|█▊        | 993/5632 [05:44<23:56,  3.23it/s]
epoch 0 loss 0.53924:  18%|█▊        | 994/5632 [05:44<23:54,  3.23it/s]
epoch 0 loss 0.53937:  18%|█▊        | 994/5632 [05:44<23:54,  3.23it/s]
epoch 0 loss 0.53937:  18%|█▊        | 995/5632 [05:44<23:55,  3.23it/s]
epoch 0 loss 0.53925:  18%|█▊        | 995/5632 [05:44<23:55,  3.23it/s]
epoch 0 loss 0.53925:  18%|█▊        | 996/5632 [05:44<23:54,  3.23it/s]
epoch 0 loss 0.53935:  18%|█▊        | 996/5632 [05:45<23:54,  3.23it/s]
epoch 0 loss 0.53935:  18%|█▊        | 997/5632 [05:45<23:54,  3.23it/s]
epoch 0 loss 0.53892:  18%|█▊        | 997/5632 [05:45<23:54,  3.23it/s]
epoch 0 loss 0.53892:  18%|█▊        | 998/5632 [05:45<23:54,  3.23it/s]
epoch 0 loss 0.5387:  18%|█▊        | 998/5632 [05:45<23:54,  3.23it/s] 
epoch 0 loss 0.5387:  18%|█▊        | 999/5632 [05:45<23:55,  3.23it/s]
epoch 0 loss 0.53834:  18%|█▊        | 999/5632 [05:46<23:55,  3.23it/s]
epoch 0 loss 0.53834:  18%|█▊        | 1000/5632 [05:46<23:48,  3.24it/s]
epoch 0 loss 0.53812:  18%|█▊        | 1000/5632 [05:46<23:48,  3.24it/s]
epoch 0 loss 0.53812:  18%|█▊        | 1001/5632 [05:46<23:49,  3.24it/s]
epoch 0 loss 0.53779:  18%|█▊        | 1001/5632 [05:46<23:49,  3.24it/s]
epoch 0 loss 0.53779:  18%|█▊        | 1002/5632 [05:46<23:51,  3.23it/s]
epoch 0 loss 0.53757:  18%|█▊        | 1002/5632 [05:47<23:51,  3.23it/s]
epoch 0 loss 0.53757:  18%|█▊        | 1003/5632 [05:47<23:45,  3.25it/s]
epoch 0 loss 0.53734:  18%|█▊        | 1003/5632 [05:47<23:45,  3.25it/s]
epoch 0 loss 0.53734:  18%|█▊        | 1004/5632 [05:47<23:45,  3.25it/s]
epoch 0 loss 0.53699:  18%|█▊        | 1004/5632 [05:47<23:45,  3.25it/s]
epoch 0 loss 0.53699:  18%|█▊        | 1005/5632 [05:47<23:49,  3.24it/s]
epoch 0 loss 0.53676:  18%|█▊        | 1005/5632 [05:49<23:49,  3.24it/s]
epoch 0 loss 0.53676:  18%|█▊        | 1006/5632 [05:49<49:19,  1.56it/s]
epoch 0 loss 0.5364:  18%|█▊        | 1006/5632 [05:49<49:19,  1.56it/s] 
epoch 0 loss 0.5364:  18%|█▊        | 1007/5632 [05:49<41:43,  1.85it/s]
epoch 0 loss 0.5362:  18%|█▊        | 1007/5632 [05:49<41:43,  1.85it/s]
epoch 0 loss 0.5362:  18%|█▊        | 1008/5632 [05:49<36:23,  2.12it/s]
epoch 0 loss 0.53591:  18%|█▊        | 1008/5632 [05:50<36:23,  2.12it/s]
epoch 0 loss 0.53591:  18%|█▊        | 1009/5632 [05:50<32:37,  2.36it/s]
epoch 0 loss 0.53558:  18%|█▊        | 1009/5632 [05:50<32:37,  2.36it/s]
epoch 0 loss 0.53558:  18%|█▊        | 1010/5632 [05:50<29:59,  2.57it/s]
epoch 0 loss 0.53551:  18%|█▊        | 1010/5632 [05:50<29:59,  2.57it/s]
epoch 0 loss 0.53551:  18%|█▊        | 1011/5632 [05:50<28:08,  2.74it/s]
epoch 0 loss 0.53544:  18%|█▊        | 1011/5632 [05:51<28:08,  2.74it/s]
epoch 0 loss 0.53544:  18%|█▊        | 1012/5632 [05:51<26:51,  2.87it/s]
epoch 0 loss 0.53499:  18%|█▊        | 1012/5632 [05:51<26:51,  2.87it/s]
epoch 0 loss 0.53499:  18%|█▊        | 1013/5632 [05:51<26:12,  2.94it/s]
epoch 0 loss 0.53481:  18%|█▊        | 1013/5632 [05:51<26:12,  2.94it/s]
epoch 0 loss 0.53481:  18%|█▊        | 1014/5632 [05:51<25:36,  3.00it/s]
epoch 0 loss 0.53439:  18%|█▊        | 1014/5632 [05:51<25:36,  3.00it/s]
epoch 0 loss 0.53439:  18%|█▊        | 1015/5632 [05:51<25:02,  3.07it/s]
epoch 0 loss 0.53404:  18%|█▊        | 1015/5632 [05:52<25:02,  3.07it/s]
epoch 0 loss 0.53404:  18%|█▊        | 1016/5632 [05:52<24:42,  3.11it/s]
epoch 0 loss 0.53423:  18%|█▊        | 1016/5632 [05:52<24:42,  3.11it/s]
epoch 0 loss 0.53423:  18%|█▊        | 1017/5632 [05:52<24:27,  3.15it/s]
epoch 0 loss 0.5341:  18%|█▊        | 1017/5632 [05:52<24:27,  3.15it/s] 
epoch 0 loss 0.5341:  18%|█▊        | 1018/5632 [05:52<24:15,  3.17it/s]
epoch 0 loss 0.53376:  18%|█▊        | 1018/5632 [05:53<24:15,  3.17it/s]
epoch 0 loss 0.53376:  18%|█▊        | 1019/5632 [05:53<24:10,  3.18it/s]
epoch 0 loss 0.53364:  18%|█▊        | 1019/5632 [05:53<24:10,  3.18it/s]
epoch 0 loss 0.53364:  18%|█▊        | 1020/5632 [05:53<24:02,  3.20it/s]
epoch 0 loss 0.53369:  18%|█▊        | 1020/5632 [05:53<24:02,  3.20it/s]
epoch 0 loss 0.53369:  18%|█▊        | 1021/5632 [05:53<23:59,  3.20it/s]
epoch 0 loss 0.53367:  18%|█▊        | 1021/5632 [05:54<23:59,  3.20it/s]
epoch 0 loss 0.53367:  18%|█▊        | 1022/5632 [05:54<23:53,  3.22it/s]
epoch 0 loss 0.53359:  18%|█▊        | 1022/5632 [05:54<23:53,  3.22it/s]
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epoch 0 loss 0.53336:  18%|█▊        | 1023/5632 [05:54<23:51,  3.22it/s]
epoch 0 loss 0.53336:  18%|█▊        | 1024/5632 [05:54<23:50,  3.22it/s]
epoch 0 loss 0.53318:  18%|█▊        | 1024/5632 [05:55<23:50,  3.22it/s]
epoch 0 loss 0.53318:  18%|█▊        | 1025/5632 [05:55<23:49,  3.22it/s]
epoch 0 loss 0.53298:  18%|█▊        | 1025/5632 [05:55<23:49,  3.22it/s]
epoch 0 loss 0.53298:  18%|█▊        | 1026/5632 [05:55<23:51,  3.22it/s]
epoch 0 loss 0.53289:  18%|█▊        | 1026/5632 [05:55<23:51,  3.22it/s]
epoch 0 loss 0.53289:  18%|█▊        | 1027/5632 [05:55<23:48,  3.22it/s]
epoch 0 loss 0.53259:  18%|█▊        | 1027/5632 [05:55<23:48,  3.22it/s]
epoch 0 loss 0.53259:  18%|█▊        | 1028/5632 [05:55<23:47,  3.22it/s]
epoch 0 loss 0.53235:  18%|█▊        | 1028/5632 [05:56<23:47,  3.22it/s]
epoch 0 loss 0.53235:  18%|█▊        | 1029/5632 [05:56<23:45,  3.23it/s]
epoch 0 loss 0.53204:  18%|█▊        | 1029/5632 [05:56<23:45,  3.23it/s]
epoch 0 loss 0.53204:  18%|█▊        | 1030/5632 [05:56<23:45,  3.23it/s]
epoch 0 loss 0.53182:  18%|█▊        | 1030/5632 [05:56<23:45,  3.23it/s]
epoch 0 loss 0.53182:  18%|█▊        | 1031/5632 [05:56<23:44,  3.23it/s]
epoch 0 loss 0.53168:  18%|█▊        | 1031/5632 [05:57<23:44,  3.23it/s]
epoch 0 loss 0.53168:  18%|█▊        | 1032/5632 [05:57<23:45,  3.23it/s]
epoch 0 loss 0.5316:  18%|█▊        | 1032/5632 [05:57<23:45,  3.23it/s] 
epoch 0 loss 0.5316:  18%|█▊        | 1033/5632 [05:57<23:45,  3.23it/s]
epoch 0 loss 0.53181:  18%|█▊        | 1033/5632 [05:57<23:45,  3.23it/s]
epoch 0 loss 0.53181:  18%|█▊        | 1034/5632 [05:57<23:43,  3.23it/s]
epoch 0 loss 0.53157:  18%|█▊        | 1034/5632 [05:58<23:43,  3.23it/s]
epoch 0 loss 0.53157:  18%|█▊        | 1035/5632 [05:58<23:42,  3.23it/s]
epoch 0 loss 0.53118:  18%|█▊        | 1035/5632 [05:58<23:42,  3.23it/s]
epoch 0 loss 0.53118:  18%|█▊        | 1036/5632 [05:58<23:44,  3.23it/s]
epoch 0 loss 0.53099:  18%|█▊        | 1036/5632 [05:58<23:44,  3.23it/s]
epoch 0 loss 0.53099:  18%|█▊        | 1037/5632 [05:58<23:46,  3.22it/s]
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epoch 0 loss 0.53064:  18%|█▊        | 1038/5632 [05:59<23:48,  3.22it/s]
epoch 0 loss 0.53064:  18%|█▊        | 1039/5632 [05:59<23:47,  3.22it/s]
epoch 0 loss 0.53038:  18%|█▊        | 1039/5632 [05:59<23:47,  3.22it/s]
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epoch 0 loss 0.53022:  18%|█▊        | 1040/5632 [06:00<23:47,  3.22it/s]
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epoch 0 loss 0.53007:  18%|█▊        | 1041/5632 [06:00<23:45,  3.22it/s]
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epoch 0 loss 0.52993:  19%|█▊        | 1042/5632 [06:00<23:44,  3.22it/s]
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epoch 0 loss 0.52976:  19%|█▊        | 1043/5632 [06:00<23:42,  3.23it/s]
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epoch 0 loss 0.52969:  19%|█▊        | 1044/5632 [06:01<23:44,  3.22it/s]
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epoch 0 loss 0.52936:  19%|█▊        | 1045/5632 [06:01<23:43,  3.22it/s]
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epoch 0 loss 0.5288:  19%|█▊        | 1048/5632 [06:02<23:41,  3.22it/s]
epoch 0 loss 0.52874:  19%|█▊        | 1048/5632 [06:02<23:41,  3.22it/s]
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epoch 0 loss 0.52837:  19%|█▊        | 1050/5632 [06:03<23:37,  3.23it/s]
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epoch 0 loss 0.52853:  19%|█▊        | 1051/5632 [06:04<23:37,  3.23it/s]
epoch 0 loss 0.52853:  19%|█▊        | 1052/5632 [06:04<54:48,  1.39it/s]
epoch 0 loss 0.52847:  19%|█▊        | 1052/5632 [06:05<54:48,  1.39it/s]
epoch 0 loss 0.52847:  19%|█▊        | 1053/5632 [06:05<45:25,  1.68it/s]
epoch 0 loss 0.52825:  19%|█▊        | 1053/5632 [06:05<45:25,  1.68it/s]
epoch 0 loss 0.52825:  19%|█▊        | 1054/5632 [06:05<38:51,  1.96it/s]
epoch 0 loss 0.52795:  19%|█▊        | 1054/5632 [06:05<38:51,  1.96it/s]
epoch 0 loss 0.52795:  19%|█▊        | 1055/5632 [06:05<34:17,  2.22it/s]
epoch 0 loss 0.52773:  19%|█▊        | 1055/5632 [06:06<34:17,  2.22it/s]
epoch 0 loss 0.52773:  19%|█▉        | 1056/5632 [06:06<31:04,  2.45it/s]
epoch 0 loss 0.52742:  19%|█▉        | 1056/5632 [06:06<31:04,  2.45it/s]
epoch 0 loss 0.52742:  19%|█▉        | 1057/5632 [06:06<28:51,  2.64it/s]
epoch 0 loss 0.52731:  19%|█▉        | 1057/5632 [06:06<28:51,  2.64it/s]
epoch 0 loss 0.52731:  19%|█▉        | 1058/5632 [06:06<27:16,  2.80it/s]
epoch 0 loss 0.52713:  19%|█▉        | 1058/5632 [06:06<27:16,  2.80it/s]
epoch 0 loss 0.52713:  19%|█▉        | 1059/5632 [06:06<26:11,  2.91it/s]
epoch 0 loss 0.52688:  19%|█▉        | 1059/5632 [06:07<26:11,  2.91it/s]
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epoch 0 loss 0.51009:  21%|██        | 1159/5632 [06:40<23:08,  3.22it/s]
epoch 0 loss 0.51009:  21%|██        | 1160/5632 [06:40<23:07,  3.22it/s]
epoch 0 loss 0.50984:  21%|██        | 1160/5632 [06:40<23:07,  3.22it/s]
epoch 0 loss 0.50984:  21%|██        | 1161/5632 [06:40<23:06,  3.22it/s]
epoch 0 loss 0.50966:  21%|██        | 1161/5632 [06:41<23:06,  3.22it/s]
epoch 0 loss 0.50966:  21%|██        | 1162/5632 [06:41<23:05,  3.23it/s]
epoch 0 loss 0.50935:  21%|██        | 1162/5632 [06:41<23:05,  3.23it/s]
epoch 0 loss 0.50935:  21%|██        | 1163/5632 [06:41<23:03,  3.23it/s]
epoch 0 loss 0.50929:  21%|██        | 1163/5632 [06:41<23:03,  3.23it/s]
epoch 0 loss 0.50929:  21%|██        | 1164/5632 [06:41<23:04,  3.23it/s]
epoch 0 loss 0.50896:  21%|██        | 1164/5632 [06:41<23:04,  3.23it/s]
epoch 0 loss 0.50896:  21%|██        | 1165/5632 [06:41<23:00,  3.24it/s]
epoch 0 loss 0.50872:  21%|██        | 1165/5632 [06:42<23:00,  3.24it/s]
epoch 0 loss 0.50872:  21%|██        | 1166/5632 [06:42<23:01,  3.23it/s]
epoch 0 loss 0.50853:  21%|██        | 1166/5632 [06:42<23:01,  3.23it/s]
epoch 0 loss 0.50853:  21%|██        | 1167/5632 [06:42<23:00,  3.23it/s]
epoch 0 loss 0.50834:  21%|██        | 1167/5632 [06:42<23:00,  3.23it/s]
epoch 0 loss 0.50834:  21%|██        | 1168/5632 [06:42<23:01,  3.23it/s]
epoch 0 loss 0.50802:  21%|██        | 1168/5632 [06:43<23:01,  3.23it/s]
epoch 0 loss 0.50802:  21%|██        | 1169/5632 [06:43<23:00,  3.23it/s]
epoch 0 loss 0.50807:  21%|██        | 1169/5632 [06:43<23:00,  3.23it/s]
epoch 0 loss 0.50807:  21%|██        | 1170/5632 [06:43<23:00,  3.23it/s]
epoch 0 loss 0.50787:  21%|██        | 1170/5632 [06:43<23:00,  3.23it/s]
epoch 0 loss 0.50787:  21%|██        | 1171/5632 [06:43<23:00,  3.23it/s]
epoch 0 loss 0.50787:  21%|██        | 1171/5632 [06:44<23:00,  3.23it/s]
epoch 0 loss 0.50787:  21%|██        | 1172/5632 [06:44<22:59,  3.23it/s]
epoch 0 loss 0.50792:  21%|██        | 1172/5632 [06:44<22:59,  3.23it/s]
epoch 0 loss 0.50792:  21%|██        | 1173/5632 [06:44<22:59,  3.23it/s]
epoch 0 loss 0.50774:  21%|██        | 1173/5632 [06:44<22:59,  3.23it/s]
epoch 0 loss 0.50774:  21%|██        | 1174/5632 [06:44<22:58,  3.23it/s]
epoch 0 loss 0.50782:  21%|██        | 1174/5632 [06:45<22:58,  3.23it/s]
epoch 0 loss 0.50782:  21%|██        | 1175/5632 [06:45<23:00,  3.23it/s]
epoch 0 loss 0.50768:  21%|██        | 1175/5632 [06:45<23:00,  3.23it/s]
epoch 0 loss 0.50768:  21%|██        | 1176/5632 [06:45<23:00,  3.23it/s]
epoch 0 loss 0.50768:  21%|██        | 1176/5632 [06:45<23:00,  3.23it/s]
epoch 0 loss 0.50768:  21%|██        | 1177/5632 [06:45<22:59,  3.23it/s]
epoch 0 loss 0.50757:  21%|██        | 1177/5632 [06:45<22:59,  3.23it/s]
epoch 0 loss 0.50757:  21%|██        | 1178/5632 [06:45<22:59,  3.23it/s]
epoch 0 loss 0.50746:  21%|██        | 1178/5632 [06:46<22:59,  3.23it/s]
epoch 0 loss 0.50746:  21%|██        | 1179/5632 [06:46<22:58,  3.23it/s]
epoch 0 loss 0.50727:  21%|██        | 1179/5632 [06:46<22:58,  3.23it/s]
epoch 0 loss 0.50727:  21%|██        | 1180/5632 [06:46<22:58,  3.23it/s]
epoch 0 loss 0.50709:  21%|██        | 1180/5632 [06:46<22:58,  3.23it/s]
epoch 0 loss 0.50709:  21%|██        | 1181/5632 [06:46<22:56,  3.23it/s]
epoch 0 loss 0.50692:  21%|██        | 1181/5632 [06:47<22:56,  3.23it/s]
epoch 0 loss 0.50692:  21%|██        | 1182/5632 [06:47<22:55,  3.23it/s]
epoch 0 loss 0.50678:  21%|██        | 1182/5632 [06:47<22:55,  3.23it/s]
epoch 0 loss 0.50678:  21%|██        | 1183/5632 [06:47<22:55,  3.23it/s]
epoch 0 loss 0.50663:  21%|██        | 1183/5632 [06:48<22:55,  3.23it/s]
epoch 0 loss 0.50663:  21%|██        | 1184/5632 [06:48<47:58,  1.54it/s]
epoch 0 loss 0.50632:  21%|██        | 1184/5632 [06:49<47:58,  1.54it/s]
epoch 0 loss 0.50632:  21%|██        | 1185/5632 [06:49<40:28,  1.83it/s]
epoch 0 loss 0.50602:  21%|██        | 1185/5632 [06:49<40:28,  1.83it/s]
epoch 0 loss 0.50602:  21%|██        | 1186/5632 [06:49<35:11,  2.11it/s]
epoch 0 loss 0.5058:  21%|██        | 1186/5632 [06:49<35:11,  2.11it/s] 
epoch 0 loss 0.5058:  21%|██        | 1187/5632 [06:49<31:30,  2.35it/s]
epoch 0 loss 0.50556:  21%|██        | 1187/5632 [06:50<31:30,  2.35it/s]
epoch 0 loss 0.50556:  21%|██        | 1188/5632 [06:50<28:55,  2.56it/s]
epoch 0 loss 0.50536:  21%|██        | 1188/5632 [06:50<28:55,  2.56it/s]
epoch 0 loss 0.50536:  21%|██        | 1189/5632 [06:50<27:09,  2.73it/s]
epoch 0 loss 0.50505:  21%|██        | 1189/5632 [06:50<27:09,  2.73it/s]
epoch 0 loss 0.50505:  21%|██        | 1190/5632 [06:50<26:00,  2.85it/s]
epoch 0 loss 0.50485:  21%|██        | 1190/5632 [06:51<26:00,  2.85it/s]
epoch 0 loss 0.50485:  21%|██        | 1191/5632 [06:51<25:08,  2.94it/s]
epoch 0 loss 0.50451:  21%|██        | 1191/5632 [06:51<25:08,  2.94it/s]
epoch 0 loss 0.50451:  21%|██        | 1192/5632 [06:51<24:31,  3.02it/s]
epoch 0 loss 0.50442:  21%|██        | 1192/5632 [06:51<24:31,  3.02it/s]
epoch 0 loss 0.50442:  21%|██        | 1193/5632 [06:51<23:54,  3.09it/s]
epoch 0 loss 0.50444:  21%|██        | 1193/5632 [06:52<23:54,  3.09it/s]
epoch 0 loss 0.50444:  21%|██        | 1194/5632 [06:52<23:40,  3.12it/s]
epoch 0 loss 0.50411:  21%|██        | 1194/5632 [06:52<23:40,  3.12it/s]
epoch 0 loss 0.50411:  21%|██        | 1195/5632 [06:52<23:27,  3.15it/s]
epoch 0 loss 0.50394:  21%|██        | 1195/5632 [06:52<23:27,  3.15it/s]
epoch 0 loss 0.50394:  21%|██        | 1196/5632 [06:52<23:16,  3.18it/s]
epoch 0 loss 0.50368:  21%|██        | 1196/5632 [06:52<23:16,  3.18it/s]
epoch 0 loss 0.50368:  21%|██▏       | 1197/5632 [06:52<23:09,  3.19it/s]
epoch 0 loss 0.50363:  21%|██▏       | 1197/5632 [06:53<23:09,  3.19it/s]
epoch 0 loss 0.50363:  21%|██▏       | 1198/5632 [06:53<23:07,  3.20it/s]
epoch 0 loss 0.50354:  21%|██▏       | 1198/5632 [06:53<23:07,  3.20it/s]
epoch 0 loss 0.50354:  21%|██▏       | 1199/5632 [06:53<23:05,  3.20it/s]
epoch 0 loss 0.50346:  21%|██▏       | 1199/5632 [06:53<23:05,  3.20it/s]
epoch 0 loss 0.50346:  21%|██▏       | 1200/5632 [06:53<23:02,  3.21it/s]
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epoch 0 loss 0.5034:  21%|██▏       | 1201/5632 [06:54<23:01,  3.21it/s]
epoch 0 loss 0.50347:  21%|██▏       | 1201/5632 [06:54<23:01,  3.21it/s]
epoch 0 loss 0.50347:  21%|██▏       | 1202/5632 [06:54<22:59,  3.21it/s]
epoch 0 loss 0.50347:  21%|██▏       | 1202/5632 [06:54<22:59,  3.21it/s]
epoch 0 loss 0.50347:  21%|██▏       | 1203/5632 [06:54<22:59,  3.21it/s]
epoch 0 loss 0.50342:  21%|██▏       | 1203/5632 [06:55<22:59,  3.21it/s]
epoch 0 loss 0.50342:  21%|██▏       | 1204/5632 [06:55<22:56,  3.22it/s]
epoch 0 loss 0.50321:  21%|██▏       | 1204/5632 [06:55<22:56,  3.22it/s]
epoch 0 loss 0.50321:  21%|██▏       | 1205/5632 [06:55<22:54,  3.22it/s]
epoch 0 loss 0.50316:  21%|██▏       | 1205/5632 [06:55<22:54,  3.22it/s]
epoch 0 loss 0.50316:  21%|██▏       | 1206/5632 [06:55<22:54,  3.22it/s]
epoch 0 loss 0.50296:  21%|██▏       | 1206/5632 [06:56<22:54,  3.22it/s]
epoch 0 loss 0.50296:  21%|██▏       | 1207/5632 [06:56<22:46,  3.24it/s]
epoch 0 loss 0.50297:  21%|██▏       | 1207/5632 [06:56<22:46,  3.24it/s]
epoch 0 loss 0.50297:  21%|██▏       | 1208/5632 [06:56<22:46,  3.24it/s]
epoch 0 loss 0.50276:  21%|██▏       | 1208/5632 [06:56<22:46,  3.24it/s]
epoch 0 loss 0.50276:  21%|██▏       | 1209/5632 [06:56<22:49,  3.23it/s]
epoch 0 loss 0.50261:  21%|██▏       | 1209/5632 [06:56<22:49,  3.23it/s]
epoch 0 loss 0.50261:  21%|██▏       | 1210/5632 [06:57<22:48,  3.23it/s]
epoch 0 loss 0.50258:  21%|██▏       | 1210/5632 [06:57<22:48,  3.23it/s]
epoch 0 loss 0.50258:  22%|██▏       | 1211/5632 [06:57<22:52,  3.22it/s]
epoch 0 loss 0.50232:  22%|██▏       | 1211/5632 [06:57<22:52,  3.22it/s]
epoch 0 loss 0.50232:  22%|██▏       | 1212/5632 [06:57<22:53,  3.22it/s]
epoch 0 loss 0.50223:  22%|██▏       | 1212/5632 [06:57<22:53,  3.22it/s]
epoch 0 loss 0.50223:  22%|██▏       | 1213/5632 [06:57<22:51,  3.22it/s]
epoch 0 loss 0.50189:  22%|██▏       | 1213/5632 [06:58<22:51,  3.22it/s]
epoch 0 loss 0.50189:  22%|██▏       | 1214/5632 [06:58<22:53,  3.22it/s]
epoch 0 loss 0.50171:  22%|██▏       | 1214/5632 [06:58<22:53,  3.22it/s]
epoch 0 loss 0.50171:  22%|██▏       | 1215/5632 [06:58<22:52,  3.22it/s]
epoch 0 loss 0.50142:  22%|██▏       | 1215/5632 [06:58<22:52,  3.22it/s]
epoch 0 loss 0.50142:  22%|██▏       | 1216/5632 [06:58<22:51,  3.22it/s]
epoch 0 loss 0.50157:  22%|██▏       | 1216/5632 [06:59<22:51,  3.22it/s]
epoch 0 loss 0.50157:  22%|██▏       | 1217/5632 [06:59<22:48,  3.23it/s]
epoch 0 loss 0.50124:  22%|██▏       | 1217/5632 [06:59<22:48,  3.23it/s]
epoch 0 loss 0.50124:  22%|██▏       | 1218/5632 [06:59<22:50,  3.22it/s]
epoch 0 loss 0.50125:  22%|██▏       | 1218/5632 [06:59<22:50,  3.22it/s]
epoch 0 loss 0.50125:  22%|██▏       | 1219/5632 [06:59<22:50,  3.22it/s]
epoch 0 loss 0.50111:  22%|██▏       | 1219/5632 [07:00<22:50,  3.22it/s]
epoch 0 loss 0.50111:  22%|██▏       | 1220/5632 [07:00<22:50,  3.22it/s]
epoch 0 loss 0.5009:  22%|██▏       | 1220/5632 [07:00<22:50,  3.22it/s] 
epoch 0 loss 0.5009:  22%|██▏       | 1221/5632 [07:00<22:50,  3.22it/s]
epoch 0 loss 0.50059:  22%|██▏       | 1221/5632 [07:00<22:50,  3.22it/s]
epoch 0 loss 0.50059:  22%|██▏       | 1222/5632 [07:00<22:49,  3.22it/s]
epoch 0 loss 0.50062:  22%|██▏       | 1222/5632 [07:01<22:49,  3.22it/s]
epoch 0 loss 0.50062:  22%|██▏       | 1223/5632 [07:01<22:48,  3.22it/s]
epoch 0 loss 0.50059:  22%|██▏       | 1223/5632 [07:01<22:48,  3.22it/s]
epoch 0 loss 0.50059:  22%|██▏       | 1224/5632 [07:01<22:48,  3.22it/s]
epoch 0 loss 0.50033:  22%|██▏       | 1224/5632 [07:01<22:48,  3.22it/s]
epoch 0 loss 0.50033:  22%|██▏       | 1225/5632 [07:01<23:04,  3.18it/s]
epoch 0 loss 0.50062:  22%|██▏       | 1225/5632 [07:01<23:04,  3.18it/s]
epoch 0 loss 0.50062:  22%|██▏       | 1226/5632 [07:01<23:05,  3.18it/s]
epoch 0 loss 0.50039:  22%|██▏       | 1226/5632 [07:02<23:05,  3.18it/s]
epoch 0 loss 0.50039:  22%|██▏       | 1227/5632 [07:02<22:59,  3.19it/s]
epoch 0 loss 0.50027:  22%|██▏       | 1227/5632 [07:02<22:59,  3.19it/s]
epoch 0 loss 0.50027:  22%|██▏       | 1228/5632 [07:02<23:03,  3.18it/s]
epoch 0 loss 0.50016:  22%|██▏       | 1228/5632 [07:04<23:03,  3.18it/s]
epoch 0 loss 0.50016:  22%|██▏       | 1229/5632 [07:04<51:52,  1.41it/s]
epoch 0 loss 0.49989:  22%|██▏       | 1229/5632 [07:04<51:52,  1.41it/s]
epoch 0 loss 0.49989:  22%|██▏       | 1230/5632 [07:04<43:09,  1.70it/s]
epoch 0 loss 0.49969:  22%|██▏       | 1230/5632 [07:04<43:09,  1.70it/s]
epoch 0 loss 0.49969:  22%|██▏       | 1231/5632 [07:04<37:02,  1.98it/s]
epoch 0 loss 0.49936:  22%|██▏       | 1231/5632 [07:05<37:02,  1.98it/s]
epoch 0 loss 0.49936:  22%|██▏       | 1232/5632 [07:05<32:51,  2.23it/s]
epoch 0 loss 0.4991:  22%|██▏       | 1232/5632 [07:05<32:51,  2.23it/s] 
epoch 0 loss 0.4991:  22%|██▏       | 1233/5632 [07:05<29:57,  2.45it/s]
epoch 0 loss 0.49892:  22%|██▏       | 1233/5632 [07:05<29:57,  2.45it/s]
epoch 0 loss 0.49892:  22%|██▏       | 1234/5632 [07:05<27:47,  2.64it/s]
epoch 0 loss 0.49864:  22%|██▏       | 1234/5632 [07:06<27:47,  2.64it/s]
epoch 0 loss 0.49864:  22%|██▏       | 1235/5632 [07:06<26:17,  2.79it/s]
epoch 0 loss 0.49849:  22%|██▏       | 1235/5632 [07:06<26:17,  2.79it/s]
epoch 0 loss 0.49849:  22%|██▏       | 1236/5632 [07:06<25:17,  2.90it/s]
epoch 0 loss 0.49829:  22%|██▏       | 1236/5632 [07:06<25:17,  2.90it/s]
epoch 0 loss 0.49829:  22%|██▏       | 1237/5632 [07:06<24:32,  2.98it/s]
epoch 0 loss 0.49807:  22%|██▏       | 1237/5632 [07:07<24:32,  2.98it/s]
epoch 0 loss 0.49807:  22%|██▏       | 1238/5632 [07:07<23:58,  3.06it/s]
epoch 0 loss 0.49786:  22%|██▏       | 1238/5632 [07:07<23:58,  3.06it/s]
epoch 0 loss 0.49786:  22%|██▏       | 1239/5632 [07:07<23:34,  3.11it/s]
epoch 0 loss 0.49754:  22%|██▏       | 1239/5632 [07:07<23:34,  3.11it/s]
epoch 0 loss 0.49754:  22%|██▏       | 1240/5632 [07:07<23:22,  3.13it/s]
epoch 0 loss 0.49729:  22%|██▏       | 1240/5632 [07:07<23:22,  3.13it/s]
epoch 0 loss 0.49729:  22%|██▏       | 1241/5632 [07:07<23:09,  3.16it/s]
epoch 0 loss 0.49705:  22%|██▏       | 1241/5632 [07:08<23:09,  3.16it/s]
epoch 0 loss 0.49705:  22%|██▏       | 1242/5632 [07:08<22:58,  3.19it/s]
epoch 0 loss 0.49673:  22%|██▏       | 1242/5632 [07:08<22:58,  3.19it/s]
epoch 0 loss 0.49673:  22%|██▏       | 1243/5632 [07:08<22:57,  3.19it/s]
epoch 0 loss 0.49647:  22%|██▏       | 1243/5632 [07:08<22:57,  3.19it/s]
epoch 0 loss 0.49647:  22%|██▏       | 1244/5632 [07:08<22:58,  3.18it/s]
epoch 0 loss 0.49624:  22%|██▏       | 1244/5632 [07:09<22:58,  3.18it/s]
epoch 0 loss 0.49624:  22%|██▏       | 1245/5632 [07:09<23:00,  3.18it/s]
epoch 0 loss 0.49609:  22%|██▏       | 1245/5632 [07:09<23:00,  3.18it/s]
epoch 0 loss 0.49609:  22%|██▏       | 1246/5632 [07:09<23:01,  3.17it/s]
epoch 0 loss 0.49577:  22%|██▏       | 1246/5632 [07:09<23:01,  3.17it/s]
epoch 0 loss 0.49577:  22%|██▏       | 1247/5632 [07:09<22:58,  3.18it/s]
epoch 0 loss 0.49543:  22%|██▏       | 1247/5632 [07:10<22:58,  3.18it/s]
epoch 0 loss 0.49543:  22%|██▏       | 1248/5632 [07:10<22:58,  3.18it/s]
epoch 0 loss 0.49536:  22%|██▏       | 1248/5632 [07:10<22:58,  3.18it/s]
epoch 0 loss 0.49536:  22%|██▏       | 1249/5632 [07:10<22:55,  3.19it/s]
epoch 0 loss 0.49531:  22%|██▏       | 1249/5632 [07:10<22:55,  3.19it/s]
epoch 0 loss 0.49531:  22%|██▏       | 1250/5632 [07:10<22:51,  3.20it/s]
epoch 0 loss 0.49529:  22%|██▏       | 1250/5632 [07:11<22:51,  3.20it/s]
epoch 0 loss 0.49529:  22%|██▏       | 1251/5632 [07:11<22:45,  3.21it/s]
epoch 0 loss 0.49502:  22%|██▏       | 1251/5632 [07:11<22:45,  3.21it/s]
epoch 0 loss 0.49502:  22%|██▏       | 1252/5632 [07:11<22:44,  3.21it/s]
epoch 0 loss 0.49475:  22%|██▏       | 1252/5632 [07:11<22:44,  3.21it/s]
epoch 0 loss 0.49475:  22%|██▏       | 1253/5632 [07:11<22:41,  3.22it/s]
epoch 0 loss 0.49451:  22%|██▏       | 1253/5632 [07:12<22:41,  3.22it/s]
epoch 0 loss 0.49451:  22%|██▏       | 1254/5632 [07:12<22:44,  3.21it/s]
epoch 0 loss 0.49435:  22%|██▏       | 1254/5632 [07:12<22:44,  3.21it/s]
epoch 0 loss 0.49435:  22%|██▏       | 1255/5632 [07:12<22:39,  3.22it/s]
epoch 0 loss 0.49432:  22%|██▏       | 1255/5632 [07:12<22:39,  3.22it/s]
epoch 0 loss 0.49432:  22%|██▏       | 1256/5632 [07:12<22:40,  3.22it/s]
epoch 0 loss 0.49404:  22%|██▏       | 1256/5632 [07:12<22:40,  3.22it/s]
epoch 0 loss 0.49404:  22%|██▏       | 1257/5632 [07:12<22:41,  3.21it/s]
epoch 0 loss 0.49391:  22%|██▏       | 1257/5632 [07:13<22:41,  3.21it/s]
epoch 0 loss 0.49391:  22%|██▏       | 1258/5632 [07:13<22:40,  3.22it/s]
epoch 0 loss 0.49358:  22%|██▏       | 1258/5632 [07:13<22:40,  3.22it/s]
epoch 0 loss 0.49358:  22%|██▏       | 1259/5632 [07:13<22:39,  3.22it/s]
epoch 0 loss 0.49339:  22%|██▏       | 1259/5632 [07:13<22:39,  3.22it/s]
epoch 0 loss 0.49339:  22%|██▏       | 1260/5632 [07:13<22:36,  3.22it/s]
epoch 0 loss 0.49316:  22%|██▏       | 1260/5632 [07:14<22:36,  3.22it/s]
epoch 0 loss 0.49316:  22%|██▏       | 1261/5632 [07:14<22:36,  3.22it/s]
epoch 0 loss 0.49297:  22%|██▏       | 1261/5632 [07:14<22:36,  3.22it/s]
epoch 0 loss 0.49297:  22%|██▏       | 1262/5632 [07:14<22:38,  3.22it/s]
epoch 0 loss 0.4927:  22%|██▏       | 1262/5632 [07:14<22:38,  3.22it/s] 
epoch 0 loss 0.4927:  22%|██▏       | 1263/5632 [07:14<22:32,  3.23it/s]
epoch 0 loss 0.49242:  22%|██▏       | 1263/5632 [07:15<22:32,  3.23it/s]
epoch 0 loss 0.49242:  22%|██▏       | 1264/5632 [07:15<22:34,  3.22it/s]
epoch 0 loss 0.49231:  22%|██▏       | 1264/5632 [07:15<22:34,  3.22it/s]
epoch 0 loss 0.49231:  22%|██▏       | 1265/5632 [07:15<22:27,  3.24it/s]
epoch 0 loss 0.49222:  22%|██▏       | 1265/5632 [07:15<22:27,  3.24it/s]
epoch 0 loss 0.49222:  22%|██▏       | 1266/5632 [07:15<22:27,  3.24it/s]
epoch 0 loss 0.49201:  22%|██▏       | 1266/5632 [07:16<22:27,  3.24it/s]
epoch 0 loss 0.49201:  22%|██▏       | 1267/5632 [07:16<22:28,  3.24it/s]
epoch 0 loss 0.49174:  22%|██▏       | 1267/5632 [07:16<22:28,  3.24it/s]
epoch 0 loss 0.49174:  23%|██▎       | 1268/5632 [07:16<22:27,  3.24it/s]
epoch 0 loss 0.49167:  23%|██▎       | 1268/5632 [07:16<22:27,  3.24it/s]
epoch 0 loss 0.49167:  23%|██▎       | 1269/5632 [07:16<22:28,  3.24it/s]
epoch 0 loss 0.49139:  23%|██▎       | 1269/5632 [07:16<22:28,  3.24it/s]
epoch 0 loss 0.49139:  23%|██▎       | 1270/5632 [07:17<22:28,  3.24it/s]
epoch 0 loss 0.49117:  23%|██▎       | 1270/5632 [07:17<22:28,  3.24it/s]
epoch 0 loss 0.49117:  23%|██▎       | 1271/5632 [07:17<22:28,  3.23it/s]
epoch 0 loss 0.4909:  23%|██▎       | 1271/5632 [07:17<22:28,  3.23it/s] 
epoch 0 loss 0.4909:  23%|██▎       | 1272/5632 [07:17<22:30,  3.23it/s]
epoch 0 loss 0.49069:  23%|██▎       | 1272/5632 [07:17<22:30,  3.23it/s]
epoch 0 loss 0.49069:  23%|██▎       | 1273/5632 [07:17<22:29,  3.23it/s]
epoch 0 loss 0.49039:  23%|██▎       | 1273/5632 [07:18<22:29,  3.23it/s]
epoch 0 loss 0.49039:  23%|██▎       | 1274/5632 [07:18<22:30,  3.23it/s]
epoch 0 loss 0.49053:  23%|██▎       | 1274/5632 [07:19<22:30,  3.23it/s]
epoch 0 loss 0.49053:  23%|██▎       | 1275/5632 [07:19<47:59,  1.51it/s]
epoch 0 loss 0.49041:  23%|██▎       | 1275/5632 [07:20<47:59,  1.51it/s]
epoch 0 loss 0.49041:  23%|██▎       | 1276/5632 [07:20<40:22,  1.80it/s]
epoch 0 loss 0.49019:  23%|██▎       | 1276/5632 [07:20<40:22,  1.80it/s]
epoch 0 loss 0.49019:  23%|██▎       | 1277/5632 [07:20<35:06,  2.07it/s]
epoch 0 loss 0.48995:  23%|██▎       | 1277/5632 [07:20<35:06,  2.07it/s]
epoch 0 loss 0.48995:  23%|██▎       | 1278/5632 [07:20<31:28,  2.31it/s]
epoch 0 loss 0.48991:  23%|██▎       | 1278/5632 [07:20<31:28,  2.31it/s]
epoch 0 loss 0.48991:  23%|██▎       | 1279/5632 [07:20<28:58,  2.50it/s]
epoch 0 loss 0.48971:  23%|██▎       | 1279/5632 [07:21<28:58,  2.50it/s]
epoch 0 loss 0.48971:  23%|██▎       | 1280/5632 [07:21<27:06,  2.68it/s]
epoch 0 loss 0.48957:  23%|██▎       | 1280/5632 [07:21<27:06,  2.68it/s]
epoch 0 loss 0.48957:  23%|██▎       | 1281/5632 [07:21<25:46,  2.81it/s]
epoch 0 loss 0.48942:  23%|██▎       | 1281/5632 [07:21<25:46,  2.81it/s]
epoch 0 loss 0.48942:  23%|██▎       | 1282/5632 [07:21<24:49,  2.92it/s]
epoch 0 loss 0.4893:  23%|██▎       | 1282/5632 [07:22<24:49,  2.92it/s] 
epoch 0 loss 0.4893:  23%|██▎       | 1283/5632 [07:22<24:07,  3.00it/s]
epoch 0 loss 0.48928:  23%|██▎       | 1283/5632 [07:22<24:07,  3.00it/s]
epoch 0 loss 0.48928:  23%|██▎       | 1284/5632 [07:22<23:41,  3.06it/s]
epoch 0 loss 0.48912:  23%|██▎       | 1284/5632 [07:22<23:41,  3.06it/s]
epoch 0 loss 0.48912:  23%|██▎       | 1285/5632 [07:22<23:19,  3.11it/s]
epoch 0 loss 0.48898:  23%|██▎       | 1285/5632 [07:23<23:19,  3.11it/s]
epoch 0 loss 0.48898:  23%|██▎       | 1286/5632 [07:23<23:03,  3.14it/s]
epoch 0 loss 0.48876:  23%|██▎       | 1286/5632 [07:23<23:03,  3.14it/s]
epoch 0 loss 0.48876:  23%|██▎       | 1287/5632 [07:23<22:52,  3.17it/s]
epoch 0 loss 0.48851:  23%|██▎       | 1287/5632 [07:23<22:52,  3.17it/s]
epoch 0 loss 0.48851:  23%|██▎       | 1288/5632 [07:23<22:40,  3.19it/s]
epoch 0 loss 0.48828:  23%|██▎       | 1288/5632 [07:24<22:40,  3.19it/s]
epoch 0 loss 0.48828:  23%|██▎       | 1289/5632 [07:24<22:31,  3.21it/s]
epoch 0 loss 0.48818:  23%|██▎       | 1289/5632 [07:24<22:31,  3.21it/s]
epoch 0 loss 0.48818:  23%|██▎       | 1290/5632 [07:24<22:28,  3.22it/s]
epoch 0 loss 0.48812:  23%|██▎       | 1290/5632 [07:24<22:28,  3.22it/s]
epoch 0 loss 0.48812:  23%|██▎       | 1291/5632 [07:24<22:24,  3.23it/s]
epoch 0 loss 0.48788:  23%|██▎       | 1291/5632 [07:25<22:24,  3.23it/s]
epoch 0 loss 0.48788:  23%|██▎       | 1292/5632 [07:25<22:23,  3.23it/s]
epoch 0 loss 0.48764:  23%|██▎       | 1292/5632 [07:25<22:23,  3.23it/s]
epoch 0 loss 0.48764:  23%|██▎       | 1293/5632 [07:25<22:21,  3.24it/s]
epoch 0 loss 0.48742:  23%|██▎       | 1293/5632 [07:25<22:21,  3.24it/s]
epoch 0 loss 0.48742:  23%|██▎       | 1294/5632 [07:25<22:22,  3.23it/s]
epoch 0 loss 0.48714:  23%|██▎       | 1294/5632 [07:25<22:22,  3.23it/s]
epoch 0 loss 0.48714:  23%|██▎       | 1295/5632 [07:25<22:20,  3.24it/s]
epoch 0 loss 0.48701:  23%|██▎       | 1295/5632 [07:26<22:20,  3.24it/s]
epoch 0 loss 0.48701:  23%|██▎       | 1296/5632 [07:26<22:23,  3.23it/s]
epoch 0 loss 0.48678:  23%|██▎       | 1296/5632 [07:26<22:23,  3.23it/s]
epoch 0 loss 0.48678:  23%|██▎       | 1297/5632 [07:26<22:23,  3.23it/s]
epoch 0 loss 0.48652:  23%|██▎       | 1297/5632 [07:26<22:23,  3.23it/s]
epoch 0 loss 0.48652:  23%|██▎       | 1298/5632 [07:26<22:24,  3.22it/s]
epoch 0 loss 0.48632:  23%|██▎       | 1298/5632 [07:27<22:24,  3.22it/s]
epoch 0 loss 0.48632:  23%|██▎       | 1299/5632 [07:27<22:25,  3.22it/s]
epoch 0 loss 0.48629:  23%|██▎       | 1299/5632 [07:27<22:25,  3.22it/s]
epoch 0 loss 0.48629:  23%|██▎       | 1300/5632 [07:27<22:25,  3.22it/s]
epoch 0 loss 0.48623:  23%|██▎       | 1300/5632 [07:27<22:25,  3.22it/s]
epoch 0 loss 0.48623:  23%|██▎       | 1301/5632 [07:27<22:26,  3.22it/s]
epoch 0 loss 0.48607:  23%|██▎       | 1301/5632 [07:28<22:26,  3.22it/s]
epoch 0 loss 0.48607:  23%|██▎       | 1302/5632 [07:28<22:25,  3.22it/s]
epoch 0 loss 0.48584:  23%|██▎       | 1302/5632 [07:28<22:25,  3.22it/s]
epoch 0 loss 0.48584:  23%|██▎       | 1303/5632 [07:28<22:27,  3.21it/s]
epoch 0 loss 0.48562:  23%|██▎       | 1303/5632 [07:28<22:27,  3.21it/s]
epoch 0 loss 0.48562:  23%|██▎       | 1304/5632 [07:28<22:21,  3.23it/s]
epoch 0 loss 0.48534:  23%|██▎       | 1304/5632 [07:29<22:21,  3.23it/s]
epoch 0 loss 0.48534:  23%|██▎       | 1305/5632 [07:29<22:24,  3.22it/s]
epoch 0 loss 0.48503:  23%|██▎       | 1305/5632 [07:29<22:24,  3.22it/s]
epoch 0 loss 0.48503:  23%|██▎       | 1306/5632 [07:29<22:23,  3.22it/s]
epoch 0 loss 0.4848:  23%|██▎       | 1306/5632 [07:29<22:23,  3.22it/s] 
epoch 0 loss 0.4848:  23%|██▎       | 1307/5632 [07:29<22:26,  3.21it/s]
epoch 0 loss 0.48451:  23%|██▎       | 1307/5632 [07:29<22:26,  3.21it/s]
epoch 0 loss 0.48451:  23%|██▎       | 1308/5632 [07:29<22:34,  3.19it/s]
epoch 0 loss 0.48433:  23%|██▎       | 1308/5632 [07:30<22:34,  3.19it/s]
epoch 0 loss 0.48433:  23%|██▎       | 1309/5632 [07:30<22:34,  3.19it/s]
epoch 0 loss 0.48416:  23%|██▎       | 1309/5632 [07:30<22:34,  3.19it/s]
epoch 0 loss 0.48416:  23%|██▎       | 1310/5632 [07:30<22:33,  3.19it/s]
epoch 0 loss 0.48391:  23%|██▎       | 1310/5632 [07:30<22:33,  3.19it/s]
epoch 0 loss 0.48391:  23%|██▎       | 1311/5632 [07:30<22:43,  3.17it/s]
epoch 0 loss 0.48374:  23%|██▎       | 1311/5632 [07:31<22:43,  3.17it/s]
epoch 0 loss 0.48374:  23%|██▎       | 1312/5632 [07:31<22:34,  3.19it/s]
epoch 0 loss 0.48345:  23%|██▎       | 1312/5632 [07:31<22:34,  3.19it/s]
epoch 0 loss 0.48345:  23%|██▎       | 1313/5632 [07:31<22:37,  3.18it/s]
epoch 0 loss 0.48323:  23%|██▎       | 1313/5632 [07:31<22:37,  3.18it/s]
epoch 0 loss 0.48323:  23%|██▎       | 1314/5632 [07:31<22:32,  3.19it/s]
epoch 0 loss 0.48314:  23%|██▎       | 1314/5632 [07:32<22:32,  3.19it/s]
epoch 0 loss 0.48314:  23%|██▎       | 1315/5632 [07:32<22:29,  3.20it/s]
epoch 0 loss 0.48309:  23%|██▎       | 1315/5632 [07:32<22:29,  3.20it/s]
epoch 0 loss 0.48309:  23%|██▎       | 1316/5632 [07:32<22:30,  3.20it/s]
epoch 0 loss 0.48296:  23%|██▎       | 1316/5632 [07:32<22:30,  3.20it/s]
epoch 0 loss 0.48296:  23%|██▎       | 1317/5632 [07:32<22:31,  3.19it/s]
epoch 0 loss 0.48265:  23%|██▎       | 1317/5632 [07:33<22:31,  3.19it/s]
epoch 0 loss 0.48265:  23%|██▎       | 1318/5632 [07:33<22:24,  3.21it/s]
epoch 0 loss 0.48239:  23%|██▎       | 1318/5632 [07:33<22:24,  3.21it/s]
epoch 0 loss 0.48239:  23%|██▎       | 1319/5632 [07:33<22:23,  3.21it/s]
epoch 0 loss 0.48214:  23%|██▎       | 1319/5632 [07:33<22:23,  3.21it/s]
epoch 0 loss 0.48214:  23%|██▎       | 1320/5632 [07:33<22:26,  3.20it/s]
epoch 0 loss 0.48184:  23%|██▎       | 1320/5632 [07:35<22:26,  3.20it/s]
epoch 0 loss 0.48184:  23%|██▎       | 1321/5632 [07:35<44:12,  1.63it/s]
epoch 0 loss 0.4816:  23%|██▎       | 1321/5632 [07:35<44:12,  1.63it/s] 
epoch 0 loss 0.4816:  23%|██▎       | 1322/5632 [07:35<37:38,  1.91it/s]
epoch 0 loss 0.48163:  23%|██▎       | 1322/5632 [07:35<37:38,  1.91it/s]
epoch 0 loss 0.48163:  23%|██▎       | 1323/5632 [07:35<33:04,  2.17it/s]
epoch 0 loss 0.48139:  23%|██▎       | 1323/5632 [07:35<33:04,  2.17it/s]
epoch 0 loss 0.48139:  24%|██▎       | 1324/5632 [07:36<29:51,  2.40it/s]
epoch 0 loss 0.48134:  24%|██▎       | 1324/5632 [07:36<29:51,  2.40it/s]
epoch 0 loss 0.48134:  24%|██▎       | 1325/5632 [07:36<27:36,  2.60it/s]
epoch 0 loss 0.4813:  24%|██▎       | 1325/5632 [07:36<27:36,  2.60it/s] 
epoch 0 loss 0.4813:  24%|██▎       | 1326/5632 [07:36<25:57,  2.76it/s]
epoch 0 loss 0.48112:  24%|██▎       | 1326/5632 [07:36<25:57,  2.76it/s]
epoch 0 loss 0.48112:  24%|██▎       | 1327/5632 [07:36<24:50,  2.89it/s]
epoch 0 loss 0.48108:  24%|██▎       | 1327/5632 [07:37<24:50,  2.89it/s]
epoch 0 loss 0.48108:  24%|██▎       | 1328/5632 [07:37<24:02,  2.98it/s]
epoch 0 loss 0.48089:  24%|██▎       | 1328/5632 [07:37<24:02,  2.98it/s]
epoch 0 loss 0.48089:  24%|██▎       | 1329/5632 [07:37<23:28,  3.05it/s]
epoch 0 loss 0.48059:  24%|██▎       | 1329/5632 [07:37<23:28,  3.05it/s]
epoch 0 loss 0.48059:  24%|██▎       | 1330/5632 [07:37<23:05,  3.10it/s]
epoch 0 loss 0.48038:  24%|██▎       | 1330/5632 [07:38<23:05,  3.10it/s]
epoch 0 loss 0.48038:  24%|██▎       | 1331/5632 [07:38<22:49,  3.14it/s]
epoch 0 loss 0.48009:  24%|██▎       | 1331/5632 [07:38<22:49,  3.14it/s]
epoch 0 loss 0.48009:  24%|██▎       | 1332/5632 [07:38<22:38,  3.17it/s]
epoch 0 loss 0.47985:  24%|██▎       | 1332/5632 [07:38<22:38,  3.17it/s]
epoch 0 loss 0.47985:  24%|██▎       | 1333/5632 [07:38<22:30,  3.18it/s]
epoch 0 loss 0.47988:  24%|██▎       | 1333/5632 [07:39<22:30,  3.18it/s]
epoch 0 loss 0.47988:  24%|██▎       | 1334/5632 [07:39<22:22,  3.20it/s]
epoch 0 loss 0.47962:  24%|██▎       | 1334/5632 [07:39<22:22,  3.20it/s]
epoch 0 loss 0.47962:  24%|██▎       | 1335/5632 [07:39<22:16,  3.21it/s]
epoch 0 loss 0.47947:  24%|██▎       | 1335/5632 [07:39<22:16,  3.21it/s]
epoch 0 loss 0.47947:  24%|██▎       | 1336/5632 [07:39<22:13,  3.22it/s]
epoch 0 loss 0.47935:  24%|██▎       | 1336/5632 [07:40<22:13,  3.22it/s]
epoch 0 loss 0.47935:  24%|██▎       | 1337/5632 [07:40<22:07,  3.24it/s]
epoch 0 loss 0.47949:  24%|██▎       | 1337/5632 [07:40<22:07,  3.24it/s]
epoch 0 loss 0.47949:  24%|██▍       | 1338/5632 [07:40<22:07,  3.23it/s]
epoch 0 loss 0.47925:  24%|██▍       | 1338/5632 [07:40<22:07,  3.23it/s]
epoch 0 loss 0.47925:  24%|██▍       | 1339/5632 [07:40<22:07,  3.23it/s]
epoch 0 loss 0.47911:  24%|██▍       | 1339/5632 [07:40<22:07,  3.23it/s]
epoch 0 loss 0.47911:  24%|██▍       | 1340/5632 [07:40<22:08,  3.23it/s]
epoch 0 loss 0.47894:  24%|██▍       | 1340/5632 [07:41<22:08,  3.23it/s]
epoch 0 loss 0.47894:  24%|██▍       | 1341/5632 [07:41<22:08,  3.23it/s]
epoch 0 loss 0.47868:  24%|██▍       | 1341/5632 [07:41<22:08,  3.23it/s]
epoch 0 loss 0.47868:  24%|██▍       | 1342/5632 [07:41<22:10,  3.22it/s]
epoch 0 loss 0.47865:  24%|██▍       | 1342/5632 [07:41<22:10,  3.22it/s]
epoch 0 loss 0.47865:  24%|██▍       | 1343/5632 [07:41<22:05,  3.24it/s]
epoch 0 loss 0.47866:  24%|██▍       | 1343/5632 [07:42<22:05,  3.24it/s]
epoch 0 loss 0.47866:  24%|██▍       | 1344/5632 [07:42<22:05,  3.23it/s]
epoch 0 loss 0.4784:  24%|██▍       | 1344/5632 [07:42<22:05,  3.23it/s] 
epoch 0 loss 0.4784:  24%|██▍       | 1345/5632 [07:42<22:06,  3.23it/s]
epoch 0 loss 0.47815:  24%|██▍       | 1345/5632 [07:42<22:06,  3.23it/s]
epoch 0 loss 0.47815:  24%|██▍       | 1346/5632 [07:42<22:04,  3.23it/s]
epoch 0 loss 0.47793:  24%|██▍       | 1346/5632 [07:43<22:04,  3.23it/s]
epoch 0 loss 0.47793:  24%|██▍       | 1347/5632 [07:43<22:05,  3.23it/s]
epoch 0 loss 0.47778:  24%|██▍       | 1347/5632 [07:43<22:05,  3.23it/s]
epoch 0 loss 0.47778:  24%|██▍       | 1348/5632 [07:43<22:10,  3.22it/s]
epoch 0 loss 0.47764:  24%|██▍       | 1348/5632 [07:43<22:10,  3.22it/s]
epoch 0 loss 0.47764:  24%|██▍       | 1349/5632 [07:43<22:12,  3.21it/s]
epoch 0 loss 0.47744:  24%|██▍       | 1349/5632 [07:44<22:12,  3.21it/s]
epoch 0 loss 0.47744:  24%|██▍       | 1350/5632 [07:44<22:10,  3.22it/s]
epoch 0 loss 0.4772:  24%|██▍       | 1350/5632 [07:44<22:10,  3.22it/s] 
epoch 0 loss 0.4772:  24%|██▍       | 1351/5632 [07:44<22:09,  3.22it/s]
epoch 0 loss 0.47698:  24%|██▍       | 1351/5632 [07:44<22:09,  3.22it/s]
epoch 0 loss 0.47698:  24%|██▍       | 1352/5632 [07:44<22:06,  3.23it/s]
epoch 0 loss 0.4769:  24%|██▍       | 1352/5632 [07:44<22:06,  3.23it/s] 
epoch 0 loss 0.4769:  24%|██▍       | 1353/5632 [07:44<21:59,  3.24it/s]
epoch 0 loss 0.47664:  24%|██▍       | 1353/5632 [07:45<21:59,  3.24it/s]
epoch 0 loss 0.47664:  24%|██▍       | 1354/5632 [07:45<22:00,  3.24it/s]
epoch 0 loss 0.47638:  24%|██▍       | 1354/5632 [07:45<22:00,  3.24it/s]
epoch 0 loss 0.47638:  24%|██▍       | 1355/5632 [07:45<22:04,  3.23it/s]
epoch 0 loss 0.47623:  24%|██▍       | 1355/5632 [07:45<22:04,  3.23it/s]
epoch 0 loss 0.47623:  24%|██▍       | 1356/5632 [07:45<22:04,  3.23it/s]
epoch 0 loss 0.47624:  24%|██▍       | 1356/5632 [07:46<22:04,  3.23it/s]
epoch 0 loss 0.47624:  24%|██▍       | 1357/5632 [07:46<22:06,  3.22it/s]
epoch 0 loss 0.47604:  24%|██▍       | 1357/5632 [07:46<22:06,  3.22it/s]
epoch 0 loss 0.47604:  24%|██▍       | 1358/5632 [07:46<22:07,  3.22it/s]
epoch 0 loss 0.47596:  24%|██▍       | 1358/5632 [07:46<22:07,  3.22it/s]
epoch 0 loss 0.47596:  24%|██▍       | 1359/5632 [07:46<22:09,  3.21it/s]
epoch 0 loss 0.47584:  24%|██▍       | 1359/5632 [07:47<22:09,  3.21it/s]
epoch 0 loss 0.47584:  24%|██▍       | 1360/5632 [07:47<22:08,  3.22it/s]
epoch 0 loss 0.47567:  24%|██▍       | 1360/5632 [07:47<22:08,  3.22it/s]
epoch 0 loss 0.47567:  24%|██▍       | 1361/5632 [07:47<22:06,  3.22it/s]
epoch 0 loss 0.47558:  24%|██▍       | 1361/5632 [07:47<22:06,  3.22it/s]
epoch 0 loss 0.47558:  24%|██▍       | 1362/5632 [07:47<22:05,  3.22it/s]
epoch 0 loss 0.47529:  24%|██▍       | 1362/5632 [07:48<22:05,  3.22it/s]
epoch 0 loss 0.47529:  24%|██▍       | 1363/5632 [07:48<22:06,  3.22it/s]
epoch 0 loss 0.47503:  24%|██▍       | 1363/5632 [07:48<22:06,  3.22it/s]
epoch 0 loss 0.47503:  24%|██▍       | 1364/5632 [07:48<22:04,  3.22it/s]
epoch 0 loss 0.47473:  24%|██▍       | 1364/5632 [07:48<22:04,  3.22it/s]
epoch 0 loss 0.47473:  24%|██▍       | 1365/5632 [07:48<22:02,  3.23it/s]
epoch 0 loss 0.4745:  24%|██▍       | 1365/5632 [07:50<22:02,  3.23it/s] 
epoch 0 loss 0.4745:  24%|██▍       | 1366/5632 [07:50<50:07,  1.42it/s]
epoch 0 loss 0.47422:  24%|██▍       | 1366/5632 [07:50<50:07,  1.42it/s]
epoch 0 loss 0.47422:  24%|██▍       | 1367/5632 [07:50<41:41,  1.70it/s]
epoch 0 loss 0.47405:  24%|██▍       | 1367/5632 [07:50<41:41,  1.70it/s]
epoch 0 loss 0.47405:  24%|██▍       | 1368/5632 [07:50<35:47,  1.99it/s]
epoch 0 loss 0.4739:  24%|██▍       | 1368/5632 [07:51<35:47,  1.99it/s] 
epoch 0 loss 0.4739:  24%|██▍       | 1369/5632 [07:51<31:39,  2.24it/s]
epoch 0 loss 0.47383:  24%|██▍       | 1369/5632 [07:51<31:39,  2.24it/s]
epoch 0 loss 0.47383:  24%|██▍       | 1370/5632 [07:51<28:55,  2.46it/s]
epoch 0 loss 0.4737:  24%|██▍       | 1370/5632 [07:51<28:55,  2.46it/s] 
epoch 0 loss 0.4737:  24%|██▍       | 1371/5632 [07:51<26:47,  2.65it/s]
epoch 0 loss 0.47346:  24%|██▍       | 1371/5632 [07:52<26:47,  2.65it/s]
epoch 0 loss 0.47346:  24%|██▍       | 1372/5632 [07:52<25:19,  2.80it/s]
epoch 0 loss 0.47319:  24%|██▍       | 1372/5632 [07:52<25:19,  2.80it/s]
epoch 0 loss 0.47319:  24%|██▍       | 1373/5632 [07:52<24:19,  2.92it/s]
epoch 0 loss 0.47326:  24%|██▍       | 1373/5632 [07:52<24:19,  2.92it/s]
epoch 0 loss 0.47326:  24%|██▍       | 1374/5632 [07:52<23:35,  3.01it/s]
epoch 0 loss 0.47339:  24%|██▍       | 1374/5632 [07:53<23:35,  3.01it/s]
epoch 0 loss 0.47339:  24%|██▍       | 1375/5632 [07:53<23:06,  3.07it/s]
epoch 0 loss 0.47313:  24%|██▍       | 1375/5632 [07:53<23:06,  3.07it/s]
epoch 0 loss 0.47313:  24%|██▍       | 1376/5632 [07:53<22:45,  3.12it/s]
epoch 0 loss 0.47299:  24%|██▍       | 1376/5632 [07:53<22:45,  3.12it/s]
epoch 0 loss 0.47299:  24%|██▍       | 1377/5632 [07:53<22:32,  3.15it/s]
epoch 0 loss 0.47278:  24%|██▍       | 1377/5632 [07:54<22:32,  3.15it/s]
epoch 0 loss 0.47278:  24%|██▍       | 1378/5632 [07:54<22:21,  3.17it/s]
epoch 0 loss 0.47253:  24%|██▍       | 1378/5632 [07:54<22:21,  3.17it/s]
epoch 0 loss 0.47253:  24%|██▍       | 1379/5632 [07:54<22:12,  3.19it/s]
epoch 0 loss 0.47229:  24%|██▍       | 1379/5632 [07:54<22:12,  3.19it/s]
epoch 0 loss 0.47229:  25%|██▍       | 1380/5632 [07:54<22:10,  3.20it/s]
epoch 0 loss 0.47209:  25%|██▍       | 1380/5632 [07:54<22:10,  3.20it/s]
epoch 0 loss 0.47209:  25%|██▍       | 1381/5632 [07:54<22:06,  3.21it/s]
epoch 0 loss 0.47189:  25%|██▍       | 1381/5632 [07:55<22:06,  3.21it/s]
epoch 0 loss 0.47189:  25%|██▍       | 1382/5632 [07:55<22:03,  3.21it/s]
epoch 0 loss 0.47174:  25%|██▍       | 1382/5632 [07:55<22:03,  3.21it/s]
epoch 0 loss 0.47174:  25%|██▍       | 1383/5632 [07:55<22:01,  3.21it/s]
epoch 0 loss 0.47154:  25%|██▍       | 1383/5632 [07:55<22:01,  3.21it/s]
epoch 0 loss 0.47154:  25%|██▍       | 1384/5632 [07:55<21:59,  3.22it/s]
epoch 0 loss 0.4713:  25%|██▍       | 1384/5632 [07:56<21:59,  3.22it/s] 
epoch 0 loss 0.4713:  25%|██▍       | 1385/5632 [07:56<21:57,  3.22it/s]
epoch 0 loss 0.47105:  25%|██▍       | 1385/5632 [07:56<21:57,  3.22it/s]
epoch 0 loss 0.47105:  25%|██▍       | 1386/5632 [07:56<21:56,  3.23it/s]
epoch 0 loss 0.47079:  25%|██▍       | 1386/5632 [07:56<21:56,  3.23it/s]
epoch 0 loss 0.47079:  25%|██▍       | 1387/5632 [07:56<21:55,  3.23it/s]
epoch 0 loss 0.47065:  25%|██▍       | 1387/5632 [07:57<21:55,  3.23it/s]
epoch 0 loss 0.47065:  25%|██▍       | 1388/5632 [07:57<21:53,  3.23it/s]
epoch 0 loss 0.4705:  25%|██▍       | 1388/5632 [07:57<21:53,  3.23it/s] 
epoch 0 loss 0.4705:  25%|██▍       | 1389/5632 [07:57<21:54,  3.23it/s]
epoch 0 loss 0.47024:  25%|██▍       | 1389/5632 [07:57<21:54,  3.23it/s]
epoch 0 loss 0.47024:  25%|██▍       | 1390/5632 [07:57<21:54,  3.23it/s]
epoch 0 loss 0.47016:  25%|██▍       | 1390/5632 [07:58<21:54,  3.23it/s]
epoch 0 loss 0.47016:  25%|██▍       | 1391/5632 [07:58<21:53,  3.23it/s]
epoch 0 loss 0.4699:  25%|██▍       | 1391/5632 [07:58<21:53,  3.23it/s] 
epoch 0 loss 0.4699:  25%|██▍       | 1392/5632 [07:58<21:54,  3.22it/s]
epoch 0 loss 0.46969:  25%|██▍       | 1392/5632 [07:58<21:54,  3.22it/s]
epoch 0 loss 0.46969:  25%|██▍       | 1393/5632 [07:58<21:53,  3.23it/s]
epoch 0 loss 0.4694:  25%|██▍       | 1393/5632 [07:59<21:53,  3.23it/s] 
epoch 0 loss 0.4694:  25%|██▍       | 1394/5632 [07:59<21:53,  3.23it/s]
epoch 0 loss 0.46933:  25%|██▍       | 1394/5632 [07:59<21:53,  3.23it/s]
epoch 0 loss 0.46933:  25%|██▍       | 1395/5632 [07:59<21:51,  3.23it/s]
epoch 0 loss 0.46914:  25%|██▍       | 1395/5632 [07:59<21:51,  3.23it/s]
epoch 0 loss 0.46914:  25%|██▍       | 1396/5632 [07:59<21:51,  3.23it/s]
epoch 0 loss 0.46886:  25%|██▍       | 1396/5632 [07:59<21:51,  3.23it/s]
epoch 0 loss 0.46886:  25%|██▍       | 1397/5632 [07:59<21:48,  3.24it/s]
epoch 0 loss 0.46868:  25%|██▍       | 1397/5632 [08:00<21:48,  3.24it/s]
epoch 0 loss 0.46868:  25%|██▍       | 1398/5632 [08:00<21:48,  3.24it/s]
epoch 0 loss 0.46844:  25%|██▍       | 1398/5632 [08:00<21:48,  3.24it/s]
epoch 0 loss 0.46844:  25%|██▍       | 1399/5632 [08:00<21:49,  3.23it/s]
epoch 0 loss 0.46836:  25%|██▍       | 1399/5632 [08:00<21:49,  3.23it/s]
epoch 0 loss 0.46836:  25%|██▍       | 1400/5632 [08:00<21:50,  3.23it/s]
epoch 0 loss 0.46809:  25%|██▍       | 1400/5632 [08:01<21:50,  3.23it/s]
epoch 0 loss 0.46809:  25%|██▍       | 1401/5632 [08:01<21:50,  3.23it/s]
epoch 0 loss 0.46787:  25%|██▍       | 1401/5632 [08:01<21:50,  3.23it/s]
epoch 0 loss 0.46787:  25%|██▍       | 1402/5632 [08:01<21:49,  3.23it/s]
epoch 0 loss 0.46757:  25%|██▍       | 1402/5632 [08:01<21:49,  3.23it/s]
epoch 0 loss 0.46757:  25%|██▍       | 1403/5632 [08:01<21:49,  3.23it/s]
epoch 0 loss 0.46733:  25%|██▍       | 1403/5632 [08:02<21:49,  3.23it/s]
epoch 0 loss 0.46733:  25%|██▍       | 1404/5632 [08:02<21:49,  3.23it/s]
epoch 0 loss 0.46711:  25%|██▍       | 1404/5632 [08:02<21:49,  3.23it/s]
epoch 0 loss 0.46711:  25%|██▍       | 1405/5632 [08:02<21:48,  3.23it/s]
epoch 0 loss 0.46689:  25%|██▍       | 1405/5632 [08:02<21:48,  3.23it/s]
epoch 0 loss 0.46689:  25%|██▍       | 1406/5632 [08:02<21:49,  3.23it/s]
epoch 0 loss 0.46668:  25%|██▍       | 1406/5632 [08:04<21:49,  3.23it/s]
epoch 0 loss 0.46668:  25%|██▍       | 1407/5632 [08:04<51:29,  1.37it/s]
epoch 0 loss 0.46652:  25%|██▍       | 1407/5632 [08:04<51:29,  1.37it/s]
epoch 0 loss 0.46652:  25%|██▌       | 1408/5632 [08:04<42:35,  1.65it/s]
epoch 0 loss 0.46631:  25%|██▌       | 1408/5632 [08:05<42:35,  1.65it/s]
epoch 0 loss 0.46631:  25%|██▌       | 1409/5632 [08:05<36:19,  1.94it/s]
epoch 0 loss 0.46618:  25%|██▌       | 1409/5632 [08:05<36:19,  1.94it/s]
epoch 0 loss 0.46618:  25%|██▌       | 1410/5632 [08:05<31:58,  2.20it/s]
epoch 0 loss 0.46604:  25%|██▌       | 1410/5632 [08:05<31:58,  2.20it/s]
epoch 0 loss 0.46604:  25%|██▌       | 1411/5632 [08:05<28:53,  2.43it/s]
epoch 0 loss 0.46603:  25%|██▌       | 1411/5632 [08:05<28:53,  2.43it/s]
epoch 0 loss 0.46603:  25%|██▌       | 1412/5632 [08:05<26:46,  2.63it/s]
epoch 0 loss 0.46596:  25%|██▌       | 1412/5632 [08:06<26:46,  2.63it/s]
epoch 0 loss 0.46596:  25%|██▌       | 1413/5632 [08:06<25:15,  2.78it/s]
epoch 0 loss 0.46573:  25%|██▌       | 1413/5632 [08:06<25:15,  2.78it/s]
epoch 0 loss 0.46573:  25%|██▌       | 1414/5632 [08:06<24:08,  2.91it/s]
epoch 0 loss 0.46554:  25%|██▌       | 1414/5632 [08:06<24:08,  2.91it/s]
epoch 0 loss 0.46554:  25%|██▌       | 1415/5632 [08:06<23:25,  3.00it/s]
epoch 0 loss 0.46529:  25%|██▌       | 1415/5632 [08:07<23:25,  3.00it/s]
epoch 0 loss 0.46529:  25%|██▌       | 1416/5632 [08:07<22:55,  3.07it/s]
epoch 0 loss 0.46513:  25%|██▌       | 1416/5632 [08:07<22:55,  3.07it/s]
epoch 0 loss 0.46513:  25%|██▌       | 1417/5632 [08:07<22:35,  3.11it/s]
epoch 0 loss 0.46489:  25%|██▌       | 1417/5632 [08:07<22:35,  3.11it/s]
epoch 0 loss 0.46489:  25%|██▌       | 1418/5632 [08:07<22:19,  3.15it/s]
epoch 0 loss 0.46462:  25%|██▌       | 1418/5632 [08:08<22:19,  3.15it/s]
epoch 0 loss 0.46462:  25%|██▌       | 1419/5632 [08:08<22:11,  3.16it/s]
epoch 0 loss 0.46437:  25%|██▌       | 1419/5632 [08:08<22:11,  3.16it/s]
epoch 0 loss 0.46437:  25%|██▌       | 1420/5632 [08:08<22:02,  3.18it/s]
epoch 0 loss 0.46426:  25%|██▌       | 1420/5632 [08:08<22:02,  3.18it/s]
epoch 0 loss 0.46426:  25%|██▌       | 1421/5632 [08:08<21:54,  3.20it/s]
epoch 0 loss 0.46406:  25%|██▌       | 1421/5632 [08:09<21:54,  3.20it/s]
epoch 0 loss 0.46406:  25%|██▌       | 1422/5632 [08:09<21:49,  3.21it/s]
epoch 0 loss 0.46382:  25%|██▌       | 1422/5632 [08:09<21:49,  3.21it/s]
epoch 0 loss 0.46382:  25%|██▌       | 1423/5632 [08:09<21:46,  3.22it/s]
epoch 0 loss 0.46368:  25%|██▌       | 1423/5632 [08:09<21:46,  3.22it/s]
epoch 0 loss 0.46368:  25%|██▌       | 1424/5632 [08:09<21:45,  3.22it/s]
epoch 0 loss 0.4635:  25%|██▌       | 1424/5632 [08:10<21:45,  3.22it/s] 
epoch 0 loss 0.4635:  25%|██▌       | 1425/5632 [08:10<21:44,  3.22it/s]
epoch 0 loss 0.46325:  25%|██▌       | 1425/5632 [08:10<21:44,  3.22it/s]
epoch 0 loss 0.46325:  25%|██▌       | 1426/5632 [08:10<21:42,  3.23it/s]
epoch 0 loss 0.46325:  25%|██▌       | 1426/5632 [08:10<21:42,  3.23it/s]
epoch 0 loss 0.46325:  25%|██▌       | 1427/5632 [08:10<21:41,  3.23it/s]
epoch 0 loss 0.46299:  25%|██▌       | 1427/5632 [08:10<21:41,  3.23it/s]
epoch 0 loss 0.46299:  25%|██▌       | 1428/5632 [08:10<21:41,  3.23it/s]
epoch 0 loss 0.46273:  25%|██▌       | 1428/5632 [08:11<21:41,  3.23it/s]
epoch 0 loss 0.46273:  25%|██▌       | 1429/5632 [08:11<21:40,  3.23it/s]
epoch 0 loss 0.4625:  25%|██▌       | 1429/5632 [08:11<21:40,  3.23it/s] 
epoch 0 loss 0.4625:  25%|██▌       | 1430/5632 [08:11<21:40,  3.23it/s]
epoch 0 loss 0.46224:  25%|██▌       | 1430/5632 [08:11<21:40,  3.23it/s]
epoch 0 loss 0.46224:  25%|██▌       | 1431/5632 [08:11<21:40,  3.23it/s]
epoch 0 loss 0.46194:  25%|██▌       | 1431/5632 [08:12<21:40,  3.23it/s]
epoch 0 loss 0.46194:  25%|██▌       | 1432/5632 [08:12<21:39,  3.23it/s]
epoch 0 loss 0.46217:  25%|██▌       | 1432/5632 [08:12<21:39,  3.23it/s]
epoch 0 loss 0.46217:  25%|██▌       | 1433/5632 [08:12<21:39,  3.23it/s]
epoch 0 loss 0.46212:  25%|██▌       | 1433/5632 [08:12<21:39,  3.23it/s]
epoch 0 loss 0.46212:  25%|██▌       | 1434/5632 [08:12<21:38,  3.23it/s]
epoch 0 loss 0.46184:  25%|██▌       | 1434/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46184:  25%|██▌       | 1435/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46159:  25%|██▌       | 1435/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46159:  25%|██▌       | 1436/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46143:  25%|██▌       | 1436/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46143:  26%|██▌       | 1437/5632 [08:13<21:38,  3.23it/s]
epoch 0 loss 0.46145:  26%|██▌       | 1437/5632 [08:14<21:38,  3.23it/s]
epoch 0 loss 0.46145:  26%|██▌       | 1438/5632 [08:14<21:38,  3.23it/s]
epoch 0 loss 0.46177:  26%|██▌       | 1438/5632 [08:14<21:38,  3.23it/s]
epoch 0 loss 0.46177:  26%|██▌       | 1439/5632 [08:14<21:38,  3.23it/s]
epoch 0 loss 0.46172:  26%|██▌       | 1439/5632 [08:14<21:38,  3.23it/s]
epoch 0 loss 0.46172:  26%|██▌       | 1440/5632 [08:14<21:36,  3.23it/s]
epoch 0 loss 0.46144:  26%|██▌       | 1440/5632 [08:14<21:36,  3.23it/s]
epoch 0 loss 0.46144:  26%|██▌       | 1441/5632 [08:14<21:37,  3.23it/s]
epoch 0 loss 0.46117:  26%|██▌       | 1441/5632 [08:15<21:37,  3.23it/s]
epoch 0 loss 0.46117:  26%|██▌       | 1442/5632 [08:15<21:36,  3.23it/s]
epoch 0 loss 0.461:  26%|██▌       | 1442/5632 [08:15<21:36,  3.23it/s]  
epoch 0 loss 0.461:  26%|██▌       | 1443/5632 [08:15<21:35,  3.23it/s]
epoch 0 loss 0.46079:  26%|██▌       | 1443/5632 [08:15<21:35,  3.23it/s]
epoch 0 loss 0.46079:  26%|██▌       | 1444/5632 [08:15<21:35,  3.23it/s]
epoch 0 loss 0.46059:  26%|██▌       | 1444/5632 [08:16<21:35,  3.23it/s]
epoch 0 loss 0.46059:  26%|██▌       | 1445/5632 [08:16<21:33,  3.24it/s]
epoch 0 loss 0.46032:  26%|██▌       | 1445/5632 [08:16<21:33,  3.24it/s]
epoch 0 loss 0.46032:  26%|██▌       | 1446/5632 [08:16<21:33,  3.24it/s]
epoch 0 loss 0.46021:  26%|██▌       | 1446/5632 [08:16<21:33,  3.24it/s]
epoch 0 loss 0.46021:  26%|██▌       | 1447/5632 [08:16<21:33,  3.23it/s]
epoch 0 loss 0.46019:  26%|██▌       | 1447/5632 [08:17<21:33,  3.23it/s]
epoch 0 loss 0.46019:  26%|██▌       | 1448/5632 [08:17<21:34,  3.23it/s]
epoch 0 loss 0.46001:  26%|██▌       | 1448/5632 [08:17<21:34,  3.23it/s]
epoch 0 loss 0.46001:  26%|██▌       | 1449/5632 [08:17<21:34,  3.23it/s]
epoch 0 loss 0.4598:  26%|██▌       | 1449/5632 [08:17<21:34,  3.23it/s] 
epoch 0 loss 0.4598:  26%|██▌       | 1450/5632 [08:17<21:30,  3.24it/s]
epoch 0 loss 0.45966:  26%|██▌       | 1450/5632 [08:18<21:30,  3.24it/s]
epoch 0 loss 0.45966:  26%|██▌       | 1451/5632 [08:18<21:30,  3.24it/s]
epoch 0 loss 0.45943:  26%|██▌       | 1451/5632 [08:19<21:30,  3.24it/s]
epoch 0 loss 0.45943:  26%|██▌       | 1452/5632 [08:19<50:42,  1.37it/s]
epoch 0 loss 0.45925:  26%|██▌       | 1452/5632 [08:20<50:42,  1.37it/s]
epoch 0 loss 0.45925:  26%|██▌       | 1453/5632 [08:20<41:57,  1.66it/s]
epoch 0 loss 0.45902:  26%|██▌       | 1453/5632 [08:20<41:57,  1.66it/s]
epoch 0 loss 0.45902:  26%|██▌       | 1454/5632 [08:20<35:50,  1.94it/s]
epoch 0 loss 0.45885:  26%|██▌       | 1454/5632 [08:20<35:50,  1.94it/s]
epoch 0 loss 0.45885:  26%|██▌       | 1455/5632 [08:20<31:31,  2.21it/s]
epoch 0 loss 0.45859:  26%|██▌       | 1455/5632 [08:20<31:31,  2.21it/s]
epoch 0 loss 0.45859:  26%|██▌       | 1456/5632 [08:20<28:32,  2.44it/s]
epoch 0 loss 0.45834:  26%|██▌       | 1456/5632 [08:21<28:32,  2.44it/s]
epoch 0 loss 0.45834:  26%|██▌       | 1457/5632 [08:21<26:26,  2.63it/s]
epoch 0 loss 0.45821:  26%|██▌       | 1457/5632 [08:21<26:26,  2.63it/s]
epoch 0 loss 0.45821:  26%|██▌       | 1458/5632 [08:21<24:59,  2.78it/s]
epoch 0 loss 0.45802:  26%|██▌       | 1458/5632 [08:21<24:59,  2.78it/s]
epoch 0 loss 0.45802:  26%|██▌       | 1459/5632 [08:21<23:58,  2.90it/s]
epoch 0 loss 0.45789:  26%|██▌       | 1459/5632 [08:22<23:58,  2.90it/s]
epoch 0 loss 0.45789:  26%|██▌       | 1460/5632 [08:22<23:14,  2.99it/s]
epoch 0 loss 0.45801:  26%|██▌       | 1460/5632 [08:22<23:14,  2.99it/s]
epoch 0 loss 0.45801:  26%|██▌       | 1461/5632 [08:22<22:43,  3.06it/s]
epoch 0 loss 0.45774:  26%|██▌       | 1461/5632 [08:22<22:43,  3.06it/s]
epoch 0 loss 0.45774:  26%|██▌       | 1462/5632 [08:22<22:21,  3.11it/s]
epoch 0 loss 0.45751:  26%|██▌       | 1462/5632 [08:23<22:21,  3.11it/s]
epoch 0 loss 0.45751:  26%|██▌       | 1463/5632 [08:23<22:05,  3.14it/s]
epoch 0 loss 0.45743:  26%|██▌       | 1463/5632 [08:23<22:05,  3.14it/s]
epoch 0 loss 0.45743:  26%|██▌       | 1464/5632 [08:23<21:53,  3.17it/s]
epoch 0 loss 0.45729:  26%|██▌       | 1464/5632 [08:23<21:53,  3.17it/s]
epoch 0 loss 0.45729:  26%|██▌       | 1465/5632 [08:23<21:47,  3.19it/s]
epoch 0 loss 0.45718:  26%|██▌       | 1465/5632 [08:24<21:47,  3.19it/s]
epoch 0 loss 0.45718:  26%|██▌       | 1466/5632 [08:24<21:44,  3.19it/s]
epoch 0 loss 0.45704:  26%|██▌       | 1466/5632 [08:24<21:44,  3.19it/s]
epoch 0 loss 0.45704:  26%|██▌       | 1467/5632 [08:24<21:35,  3.21it/s]
epoch 0 loss 0.45683:  26%|██▌       | 1467/5632 [08:24<21:35,  3.21it/s]
epoch 0 loss 0.45683:  26%|██▌       | 1468/5632 [08:24<21:36,  3.21it/s]
epoch 0 loss 0.45662:  26%|██▌       | 1468/5632 [08:25<21:36,  3.21it/s]
epoch 0 loss 0.45662:  26%|██▌       | 1469/5632 [08:25<21:33,  3.22it/s]
epoch 0 loss 0.45647:  26%|██▌       | 1469/5632 [08:25<21:33,  3.22it/s]
epoch 0 loss 0.45647:  26%|██▌       | 1470/5632 [08:25<21:28,  3.23it/s]
epoch 0 loss 0.45625:  26%|██▌       | 1470/5632 [08:25<21:28,  3.23it/s]
epoch 0 loss 0.45625:  26%|██▌       | 1471/5632 [08:25<21:27,  3.23it/s]
epoch 0 loss 0.45602:  26%|██▌       | 1471/5632 [08:25<21:27,  3.23it/s]
epoch 0 loss 0.45602:  26%|██▌       | 1472/5632 [08:25<21:28,  3.23it/s]
epoch 0 loss 0.45592:  26%|██▌       | 1472/5632 [08:26<21:28,  3.23it/s]
epoch 0 loss 0.45592:  26%|██▌       | 1473/5632 [08:26<21:28,  3.23it/s]
epoch 0 loss 0.45569:  26%|██▌       | 1473/5632 [08:26<21:28,  3.23it/s]
epoch 0 loss 0.45569:  26%|██▌       | 1474/5632 [08:26<21:33,  3.22it/s]
epoch 0 loss 0.45547:  26%|██▌       | 1474/5632 [08:26<21:33,  3.22it/s]
epoch 0 loss 0.45547:  26%|██▌       | 1475/5632 [08:26<21:31,  3.22it/s]
epoch 0 loss 0.45523:  26%|██▌       | 1475/5632 [08:27<21:31,  3.22it/s]
epoch 0 loss 0.45523:  26%|██▌       | 1476/5632 [08:27<21:30,  3.22it/s]
epoch 0 loss 0.45498:  26%|██▌       | 1476/5632 [08:27<21:30,  3.22it/s]
epoch 0 loss 0.45498:  26%|██▌       | 1477/5632 [08:27<21:30,  3.22it/s]
epoch 0 loss 0.45486:  26%|██▌       | 1477/5632 [08:27<21:30,  3.22it/s]
epoch 0 loss 0.45486:  26%|██▌       | 1478/5632 [08:27<21:28,  3.22it/s]
epoch 0 loss 0.45459:  26%|██▌       | 1478/5632 [08:28<21:28,  3.22it/s]
epoch 0 loss 0.45459:  26%|██▋       | 1479/5632 [08:28<21:27,  3.22it/s]
epoch 0 loss 0.45445:  26%|██▋       | 1479/5632 [08:28<21:27,  3.22it/s]
epoch 0 loss 0.45445:  26%|██▋       | 1480/5632 [08:28<21:26,  3.23it/s]
epoch 0 loss 0.45451:  26%|██▋       | 1480/5632 [08:28<21:26,  3.23it/s]
epoch 0 loss 0.45451:  26%|██▋       | 1481/5632 [08:28<21:27,  3.22it/s]
epoch 0 loss 0.45433:  26%|██▋       | 1481/5632 [08:29<21:27,  3.22it/s]
epoch 0 loss 0.45433:  26%|██▋       | 1482/5632 [08:29<21:27,  3.22it/s]
epoch 0 loss 0.45425:  26%|██▋       | 1482/5632 [08:29<21:27,  3.22it/s]
epoch 0 loss 0.45425:  26%|██▋       | 1483/5632 [08:29<21:26,  3.22it/s]
epoch 0 loss 0.45407:  26%|██▋       | 1483/5632 [08:29<21:26,  3.22it/s]
epoch 0 loss 0.45407:  26%|██▋       | 1484/5632 [08:29<21:26,  3.22it/s]
epoch 0 loss 0.45388:  26%|██▋       | 1484/5632 [08:29<21:26,  3.22it/s]
epoch 0 loss 0.45388:  26%|██▋       | 1485/5632 [08:29<21:28,  3.22it/s]
epoch 0 loss 0.45368:  26%|██▋       | 1485/5632 [08:30<21:28,  3.22it/s]
epoch 0 loss 0.45368:  26%|██▋       | 1486/5632 [08:30<21:29,  3.22it/s]
epoch 0 loss 0.45344:  26%|██▋       | 1486/5632 [08:30<21:29,  3.22it/s]
epoch 0 loss 0.45344:  26%|██▋       | 1487/5632 [08:30<21:25,  3.22it/s]
epoch 0 loss 0.4534:  26%|██▋       | 1487/5632 [08:30<21:25,  3.22it/s] 
epoch 0 loss 0.4534:  26%|██▋       | 1488/5632 [08:30<21:24,  3.23it/s]
epoch 0 loss 0.45318:  26%|██▋       | 1488/5632 [08:31<21:24,  3.23it/s]
epoch 0 loss 0.45318:  26%|██▋       | 1489/5632 [08:31<21:23,  3.23it/s]
epoch 0 loss 0.45295:  26%|██▋       | 1489/5632 [08:31<21:23,  3.23it/s]
epoch 0 loss 0.45295:  26%|██▋       | 1490/5632 [08:31<21:29,  3.21it/s]
epoch 0 loss 0.45283:  26%|██▋       | 1490/5632 [08:31<21:29,  3.21it/s]
epoch 0 loss 0.45283:  26%|██▋       | 1491/5632 [08:31<21:29,  3.21it/s]
epoch 0 loss 0.45262:  26%|██▋       | 1491/5632 [08:32<21:29,  3.21it/s]
epoch 0 loss 0.45262:  26%|██▋       | 1492/5632 [08:32<21:22,  3.23it/s]
epoch 0 loss 0.45236:  26%|██▋       | 1492/5632 [08:32<21:22,  3.23it/s]
epoch 0 loss 0.45236:  27%|██▋       | 1493/5632 [08:32<21:23,  3.22it/s]
epoch 0 loss 0.45222:  27%|██▋       | 1493/5632 [08:32<21:23,  3.22it/s]
epoch 0 loss 0.45222:  27%|██▋       | 1494/5632 [08:32<21:24,  3.22it/s]
epoch 0 loss 0.45207:  27%|██▋       | 1494/5632 [08:33<21:24,  3.22it/s]
epoch 0 loss 0.45207:  27%|██▋       | 1495/5632 [08:33<21:23,  3.22it/s]
epoch 0 loss 0.45217:  27%|██▋       | 1495/5632 [08:33<21:23,  3.22it/s]
epoch 0 loss 0.45217:  27%|██▋       | 1496/5632 [08:33<21:25,  3.22it/s]
epoch 0 loss 0.45207:  27%|██▋       | 1496/5632 [08:33<21:25,  3.22it/s]
epoch 0 loss 0.45207:  27%|██▋       | 1497/5632 [08:33<21:26,  3.21it/s]
epoch 0 loss 0.45189:  27%|██▋       | 1497/5632 [08:35<21:26,  3.21it/s]
epoch 0 loss 0.45189:  27%|██▋       | 1498/5632 [08:35<43:10,  1.60it/s]
epoch 0 loss 0.45164:  27%|██▋       | 1498/5632 [08:35<43:10,  1.60it/s]
epoch 0 loss 0.45164:  27%|██▋       | 1499/5632 [08:35<36:38,  1.88it/s]
epoch 0 loss 0.45146:  27%|██▋       | 1499/5632 [08:35<36:38,  1.88it/s]
epoch 0 loss 0.45146:  27%|██▋       | 1500/5632 [08:35<31:56,  2.16it/s]
epoch 0 loss 0.45132:  27%|██▋       | 1500/5632 [08:35<31:56,  2.16it/s]
epoch 0 loss 0.45132:  27%|██▋       | 1501/5632 [08:36<28:44,  2.40it/s]
epoch 0 loss 0.45113:  27%|██▋       | 1501/5632 [08:36<28:44,  2.40it/s]
epoch 0 loss 0.45113:  27%|██▋       | 1502/5632 [08:36<26:30,  2.60it/s]
epoch 0 loss 0.45093:  27%|██▋       | 1502/5632 [08:36<26:30,  2.60it/s]
epoch 0 loss 0.45093:  27%|██▋       | 1503/5632 [08:36<24:55,  2.76it/s]
epoch 0 loss 0.45075:  27%|██▋       | 1503/5632 [08:36<24:55,  2.76it/s]
epoch 0 loss 0.45075:  27%|██▋       | 1504/5632 [08:36<23:51,  2.88it/s]
epoch 0 loss 0.45056:  27%|██▋       | 1504/5632 [08:37<23:51,  2.88it/s]
epoch 0 loss 0.45056:  27%|██▋       | 1505/5632 [08:37<23:04,  2.98it/s]
epoch 0 loss 0.45035:  27%|██▋       | 1505/5632 [08:37<23:04,  2.98it/s]
epoch 0 loss 0.45035:  27%|██▋       | 1506/5632 [08:37<22:32,  3.05it/s]
epoch 0 loss 0.45021:  27%|██▋       | 1506/5632 [08:37<22:32,  3.05it/s]
epoch 0 loss 0.45021:  27%|██▋       | 1507/5632 [08:37<22:09,  3.10it/s]
epoch 0 loss 0.45001:  27%|██▋       | 1507/5632 [08:38<22:09,  3.10it/s]
epoch 0 loss 0.45001:  27%|██▋       | 1508/5632 [08:38<21:52,  3.14it/s]
epoch 0 loss 0.44988:  27%|██▋       | 1508/5632 [08:38<21:52,  3.14it/s]
epoch 0 loss 0.44988:  27%|██▋       | 1509/5632 [08:38<21:41,  3.17it/s]
epoch 0 loss 0.44975:  27%|██▋       | 1509/5632 [08:38<21:41,  3.17it/s]
epoch 0 loss 0.44975:  27%|██▋       | 1510/5632 [08:38<21:32,  3.19it/s]
epoch 0 loss 0.44967:  27%|██▋       | 1510/5632 [08:39<21:32,  3.19it/s]
epoch 0 loss 0.44967:  27%|██▋       | 1511/5632 [08:39<21:28,  3.20it/s]
epoch 0 loss 0.44957:  27%|██▋       | 1511/5632 [08:39<21:28,  3.20it/s]
epoch 0 loss 0.44957:  27%|██▋       | 1512/5632 [08:39<21:24,  3.21it/s]
epoch 0 loss 0.44948:  27%|██▋       | 1512/5632 [08:39<21:24,  3.21it/s]
epoch 0 loss 0.44948:  27%|██▋       | 1513/5632 [08:39<21:25,  3.21it/s]
epoch 0 loss 0.4493:  27%|██▋       | 1513/5632 [08:40<21:25,  3.21it/s] 
epoch 0 loss 0.4493:  27%|██▋       | 1514/5632 [08:40<21:19,  3.22it/s]
epoch 0 loss 0.44939:  27%|██▋       | 1514/5632 [08:40<21:19,  3.22it/s]
epoch 0 loss 0.44939:  27%|██▋       | 1515/5632 [08:40<21:16,  3.23it/s]
epoch 0 loss 0.44917:  27%|██▋       | 1515/5632 [08:40<21:16,  3.23it/s]
epoch 0 loss 0.44917:  27%|██▋       | 1516/5632 [08:40<21:15,  3.23it/s]
epoch 0 loss 0.44892:  27%|██▋       | 1516/5632 [08:40<21:15,  3.23it/s]
epoch 0 loss 0.44892:  27%|██▋       | 1517/5632 [08:40<21:14,  3.23it/s]
epoch 0 loss 0.44867:  27%|██▋       | 1517/5632 [08:41<21:14,  3.23it/s]
epoch 0 loss 0.44867:  27%|██▋       | 1518/5632 [08:41<21:13,  3.23it/s]
epoch 0 loss 0.44842:  27%|██▋       | 1518/5632 [08:41<21:13,  3.23it/s]
epoch 0 loss 0.44842:  27%|██▋       | 1519/5632 [08:41<21:12,  3.23it/s]
epoch 0 loss 0.4482:  27%|██▋       | 1519/5632 [08:41<21:12,  3.23it/s] 
epoch 0 loss 0.4482:  27%|██▋       | 1520/5632 [08:41<21:11,  3.23it/s]
epoch 0 loss 0.44826:  27%|██▋       | 1520/5632 [08:42<21:11,  3.23it/s]
epoch 0 loss 0.44826:  27%|██▋       | 1521/5632 [08:42<21:12,  3.23it/s]
epoch 0 loss 0.44809:  27%|██▋       | 1521/5632 [08:42<21:12,  3.23it/s]
epoch 0 loss 0.44809:  27%|██▋       | 1522/5632 [08:42<21:10,  3.24it/s]
epoch 0 loss 0.44783:  27%|██▋       | 1522/5632 [08:42<21:10,  3.24it/s]
epoch 0 loss 0.44783:  27%|██▋       | 1523/5632 [08:42<21:14,  3.22it/s]
epoch 0 loss 0.44782:  27%|██▋       | 1523/5632 [08:43<21:14,  3.22it/s]
epoch 0 loss 0.44782:  27%|██▋       | 1524/5632 [08:43<21:15,  3.22it/s]
epoch 0 loss 0.44782:  27%|██▋       | 1524/5632 [08:43<21:15,  3.22it/s]
epoch 0 loss 0.44782:  27%|██▋       | 1525/5632 [08:43<21:15,  3.22it/s]
epoch 0 loss 0.44757:  27%|██▋       | 1525/5632 [08:43<21:15,  3.22it/s]
epoch 0 loss 0.44757:  27%|██▋       | 1526/5632 [08:43<21:17,  3.21it/s]
epoch 0 loss 0.44736:  27%|██▋       | 1526/5632 [08:44<21:17,  3.21it/s]
epoch 0 loss 0.44736:  27%|██▋       | 1527/5632 [08:44<21:15,  3.22it/s]
epoch 0 loss 0.44709:  27%|██▋       | 1527/5632 [08:44<21:15,  3.22it/s]
epoch 0 loss 0.44709:  27%|██▋       | 1528/5632 [08:44<21:15,  3.22it/s]
epoch 0 loss 0.44707:  27%|██▋       | 1528/5632 [08:44<21:15,  3.22it/s]
epoch 0 loss 0.44707:  27%|██▋       | 1529/5632 [08:44<21:16,  3.22it/s]
epoch 0 loss 0.44683:  27%|██▋       | 1529/5632 [08:44<21:16,  3.22it/s]
epoch 0 loss 0.44683:  27%|██▋       | 1530/5632 [08:44<21:17,  3.21it/s]
epoch 0 loss 0.44666:  27%|██▋       | 1530/5632 [08:45<21:17,  3.21it/s]
epoch 0 loss 0.44666:  27%|██▋       | 1531/5632 [08:45<21:11,  3.23it/s]
epoch 0 loss 0.44643:  27%|██▋       | 1531/5632 [08:45<21:11,  3.23it/s]
epoch 0 loss 0.44643:  27%|██▋       | 1532/5632 [08:45<21:14,  3.22it/s]
epoch 0 loss 0.44618:  27%|██▋       | 1532/5632 [08:45<21:14,  3.22it/s]
epoch 0 loss 0.44618:  27%|██▋       | 1533/5632 [08:45<21:20,  3.20it/s]
epoch 0 loss 0.44608:  27%|██▋       | 1533/5632 [08:46<21:20,  3.20it/s]
epoch 0 loss 0.44608:  27%|██▋       | 1534/5632 [08:46<21:19,  3.20it/s]
epoch 0 loss 0.4459:  27%|██▋       | 1534/5632 [08:46<21:19,  3.20it/s] 
epoch 0 loss 0.4459:  27%|██▋       | 1535/5632 [08:46<21:12,  3.22it/s]
epoch 0 loss 0.44563:  27%|██▋       | 1535/5632 [08:46<21:12,  3.22it/s]
epoch 0 loss 0.44563:  27%|██▋       | 1536/5632 [08:46<21:14,  3.21it/s]
epoch 0 loss 0.44554:  27%|██▋       | 1536/5632 [08:47<21:14,  3.21it/s]
epoch 0 loss 0.44554:  27%|██▋       | 1537/5632 [08:47<21:08,  3.23it/s]
epoch 0 loss 0.44549:  27%|██▋       | 1537/5632 [08:47<21:08,  3.23it/s]
epoch 0 loss 0.44549:  27%|██▋       | 1538/5632 [08:47<21:08,  3.23it/s]
epoch 0 loss 0.44523:  27%|██▋       | 1538/5632 [08:47<21:08,  3.23it/s]
epoch 0 loss 0.44523:  27%|██▋       | 1539/5632 [08:47<21:12,  3.22it/s]
epoch 0 loss 0.44543:  27%|██▋       | 1539/5632 [08:48<21:12,  3.22it/s]
epoch 0 loss 0.44543:  27%|██▋       | 1540/5632 [08:48<21:10,  3.22it/s]
epoch 0 loss 0.44516:  27%|██▋       | 1540/5632 [08:48<21:10,  3.22it/s]
epoch 0 loss 0.44516:  27%|██▋       | 1541/5632 [08:48<21:07,  3.23it/s]
epoch 0 loss 0.44532:  27%|██▋       | 1541/5632 [08:48<21:07,  3.23it/s]
epoch 0 loss 0.44532:  27%|██▋       | 1542/5632 [08:48<21:09,  3.22it/s]
epoch 0 loss 0.44508:  27%|██▋       | 1542/5632 [08:49<21:09,  3.22it/s]
epoch 0 loss 0.44508:  27%|██▋       | 1543/5632 [08:49<21:12,  3.21it/s]
epoch 0 loss 0.44485:  27%|██▋       | 1543/5632 [08:50<21:12,  3.21it/s]
epoch 0 loss 0.44485:  27%|██▋       | 1544/5632 [08:50<51:29,  1.32it/s]
epoch 0 loss 0.44466:  27%|██▋       | 1544/5632 [08:51<51:29,  1.32it/s]
epoch 0 loss 0.44466:  27%|██▋       | 1545/5632 [08:51<42:23,  1.61it/s]
epoch 0 loss 0.44475:  27%|██▋       | 1545/5632 [08:51<42:23,  1.61it/s]
epoch 0 loss 0.44475:  27%|██▋       | 1546/5632 [08:51<35:59,  1.89it/s]
epoch 0 loss 0.44473:  27%|██▋       | 1546/5632 [08:51<35:59,  1.89it/s]
epoch 0 loss 0.44473:  27%|██▋       | 1547/5632 [08:51<31:25,  2.17it/s]
epoch 0 loss 0.44473:  27%|██▋       | 1547/5632 [08:52<31:25,  2.17it/s]
epoch 0 loss 0.44473:  27%|██▋       | 1548/5632 [08:52<28:19,  2.40it/s]
epoch 0 loss 0.44456:  27%|██▋       | 1548/5632 [08:52<28:19,  2.40it/s]
epoch 0 loss 0.44456:  28%|██▊       | 1549/5632 [08:52<26:11,  2.60it/s]
epoch 0 loss 0.44442:  28%|██▊       | 1549/5632 [08:52<26:11,  2.60it/s]
epoch 0 loss 0.44442:  28%|██▊       | 1550/5632 [08:52<24:38,  2.76it/s]
epoch 0 loss 0.44415:  28%|██▊       | 1550/5632 [08:52<24:38,  2.76it/s]
epoch 0 loss 0.44415:  28%|██▊       | 1551/5632 [08:52<23:32,  2.89it/s]
epoch 0 loss 0.44405:  28%|██▊       | 1551/5632 [08:53<23:32,  2.89it/s]
epoch 0 loss 0.44405:  28%|██▊       | 1552/5632 [08:53<22:55,  2.97it/s]
epoch 0 loss 0.44381:  28%|██▊       | 1552/5632 [08:53<22:55,  2.97it/s]
epoch 0 loss 0.44381:  28%|██▊       | 1553/5632 [08:53<22:27,  3.03it/s]
epoch 0 loss 0.44363:  28%|██▊       | 1553/5632 [08:53<22:27,  3.03it/s]
epoch 0 loss 0.44363:  28%|██▊       | 1554/5632 [08:53<22:01,  3.09it/s]
epoch 0 loss 0.44372:  28%|██▊       | 1554/5632 [08:54<22:01,  3.09it/s]
epoch 0 loss 0.44372:  28%|██▊       | 1555/5632 [08:54<21:42,  3.13it/s]
epoch 0 loss 0.44359:  28%|██▊       | 1555/5632 [08:54<21:42,  3.13it/s]
epoch 0 loss 0.44359:  28%|██▊       | 1556/5632 [08:54<21:29,  3.16it/s]
epoch 0 loss 0.44338:  28%|██▊       | 1556/5632 [08:54<21:29,  3.16it/s]
epoch 0 loss 0.44338:  28%|██▊       | 1557/5632 [08:54<21:20,  3.18it/s]
epoch 0 loss 0.44318:  28%|██▊       | 1557/5632 [08:55<21:20,  3.18it/s]
epoch 0 loss 0.44318:  28%|██▊       | 1558/5632 [08:55<21:13,  3.20it/s]
epoch 0 loss 0.44299:  28%|██▊       | 1558/5632 [08:55<21:13,  3.20it/s]
epoch 0 loss 0.44299:  28%|██▊       | 1559/5632 [08:55<21:09,  3.21it/s]
epoch 0 loss 0.4429:  28%|██▊       | 1559/5632 [08:55<21:09,  3.21it/s] 
epoch 0 loss 0.4429:  28%|██▊       | 1560/5632 [08:55<21:07,  3.21it/s]
epoch 0 loss 0.44271:  28%|██▊       | 1560/5632 [08:56<21:07,  3.21it/s]
epoch 0 loss 0.44271:  28%|██▊       | 1561/5632 [08:56<21:07,  3.21it/s]
epoch 0 loss 0.44254:  28%|██▊       | 1561/5632 [08:56<21:07,  3.21it/s]
epoch 0 loss 0.44254:  28%|██▊       | 1562/5632 [08:56<21:04,  3.22it/s]
epoch 0 loss 0.44229:  28%|██▊       | 1562/5632 [08:56<21:04,  3.22it/s]
epoch 0 loss 0.44229:  28%|██▊       | 1563/5632 [08:56<21:01,  3.22it/s]
epoch 0 loss 0.44212:  28%|██▊       | 1563/5632 [08:57<21:01,  3.22it/s]
epoch 0 loss 0.44212:  28%|██▊       | 1564/5632 [08:57<21:01,  3.23it/s]
epoch 0 loss 0.44195:  28%|██▊       | 1564/5632 [08:57<21:01,  3.23it/s]
epoch 0 loss 0.44195:  28%|██▊       | 1565/5632 [08:57<20:59,  3.23it/s]
epoch 0 loss 0.4418:  28%|██▊       | 1565/5632 [08:57<20:59,  3.23it/s] 
epoch 0 loss 0.4418:  28%|██▊       | 1566/5632 [08:57<20:56,  3.24it/s]
epoch 0 loss 0.44168:  28%|██▊       | 1566/5632 [08:57<20:56,  3.24it/s]
epoch 0 loss 0.44168:  28%|██▊       | 1567/5632 [08:57<20:56,  3.23it/s]
epoch 0 loss 0.44147:  28%|██▊       | 1567/5632 [08:58<20:56,  3.23it/s]
epoch 0 loss 0.44147:  28%|██▊       | 1568/5632 [08:58<21:00,  3.23it/s]
epoch 0 loss 0.44138:  28%|██▊       | 1568/5632 [08:58<21:00,  3.23it/s]
epoch 0 loss 0.44138:  28%|██▊       | 1569/5632 [08:58<20:58,  3.23it/s]
epoch 0 loss 0.44114:  28%|██▊       | 1569/5632 [08:58<20:58,  3.23it/s]
epoch 0 loss 0.44114:  28%|██▊       | 1570/5632 [08:58<20:56,  3.23it/s]
epoch 0 loss 0.44096:  28%|██▊       | 1570/5632 [08:59<20:56,  3.23it/s]
epoch 0 loss 0.44096:  28%|██▊       | 1571/5632 [08:59<20:56,  3.23it/s]
epoch 0 loss 0.4408:  28%|██▊       | 1571/5632 [08:59<20:56,  3.23it/s] 
epoch 0 loss 0.4408:  28%|██▊       | 1572/5632 [08:59<20:53,  3.24it/s]
epoch 0 loss 0.44061:  28%|██▊       | 1572/5632 [08:59<20:53,  3.24it/s]
epoch 0 loss 0.44061:  28%|██▊       | 1573/5632 [08:59<20:49,  3.25it/s]
epoch 0 loss 0.4405:  28%|██▊       | 1573/5632 [09:00<20:49,  3.25it/s] 
epoch 0 loss 0.4405:  28%|██▊       | 1574/5632 [09:00<20:48,  3.25it/s]
epoch 0 loss 0.44028:  28%|██▊       | 1574/5632 [09:00<20:48,  3.25it/s]
epoch 0 loss 0.44028:  28%|██▊       | 1575/5632 [09:00<20:43,  3.26it/s]
epoch 0 loss 0.44008:  28%|██▊       | 1575/5632 [09:00<20:43,  3.26it/s]
epoch 0 loss 0.44008:  28%|██▊       | 1576/5632 [09:00<20:50,  3.24it/s]
epoch 0 loss 0.44009:  28%|██▊       | 1576/5632 [09:01<20:50,  3.24it/s]
epoch 0 loss 0.44009:  28%|██▊       | 1577/5632 [09:01<20:52,  3.24it/s]
epoch 0 loss 0.43995:  28%|██▊       | 1577/5632 [09:01<20:52,  3.24it/s]
epoch 0 loss 0.43995:  28%|██▊       | 1578/5632 [09:01<20:54,  3.23it/s]
epoch 0 loss 0.43978:  28%|██▊       | 1578/5632 [09:01<20:54,  3.23it/s]
epoch 0 loss 0.43978:  28%|██▊       | 1579/5632 [09:01<20:55,  3.23it/s]
epoch 0 loss 0.4397:  28%|██▊       | 1579/5632 [09:01<20:55,  3.23it/s] 
epoch 0 loss 0.4397:  28%|██▊       | 1580/5632 [09:01<20:54,  3.23it/s]
epoch 0 loss 0.43951:  28%|██▊       | 1580/5632 [09:02<20:54,  3.23it/s]
epoch 0 loss 0.43951:  28%|██▊       | 1581/5632 [09:02<20:54,  3.23it/s]
epoch 0 loss 0.43926:  28%|██▊       | 1581/5632 [09:02<20:54,  3.23it/s]
epoch 0 loss 0.43926:  28%|██▊       | 1582/5632 [09:02<20:57,  3.22it/s]
epoch 0 loss 0.43909:  28%|██▊       | 1582/5632 [09:02<20:57,  3.22it/s]
epoch 0 loss 0.43909:  28%|██▊       | 1583/5632 [09:02<20:57,  3.22it/s]
epoch 0 loss 0.43883:  28%|██▊       | 1583/5632 [09:03<20:57,  3.22it/s]
epoch 0 loss 0.43883:  28%|██▊       | 1584/5632 [09:03<20:54,  3.23it/s]
epoch 0 loss 0.43868:  28%|██▊       | 1584/5632 [09:03<20:54,  3.23it/s]
epoch 0 loss 0.43868:  28%|██▊       | 1585/5632 [09:03<20:55,  3.22it/s]
epoch 0 loss 0.43865:  28%|██▊       | 1585/5632 [09:03<20:55,  3.22it/s]
epoch 0 loss 0.43865:  28%|██▊       | 1586/5632 [09:03<20:54,  3.22it/s]
epoch 0 loss 0.43841:  28%|██▊       | 1586/5632 [09:04<20:54,  3.22it/s]
epoch 0 loss 0.43841:  28%|██▊       | 1587/5632 [09:04<20:54,  3.22it/s]
epoch 0 loss 0.43824:  28%|██▊       | 1587/5632 [09:04<20:54,  3.22it/s]
epoch 0 loss 0.43824:  28%|██▊       | 1588/5632 [09:04<20:53,  3.23it/s]
epoch 0 loss 0.43808:  28%|██▊       | 1588/5632 [09:05<20:53,  3.23it/s]
epoch 0 loss 0.43808:  28%|██▊       | 1589/5632 [09:05<43:21,  1.55it/s]
epoch 0 loss 0.4379:  28%|██▊       | 1589/5632 [09:06<43:21,  1.55it/s] 
epoch 0 loss 0.4379:  28%|██▊       | 1590/5632 [09:06<36:37,  1.84it/s]
epoch 0 loss 0.43794:  28%|██▊       | 1590/5632 [09:06<36:37,  1.84it/s]
epoch 0 loss 0.43794:  28%|██▊       | 1591/5632 [09:06<31:53,  2.11it/s]
epoch 0 loss 0.43807:  28%|██▊       | 1591/5632 [09:06<31:53,  2.11it/s]
epoch 0 loss 0.43807:  28%|██▊       | 1592/5632 [09:06<28:35,  2.35it/s]
epoch 0 loss 0.43786:  28%|██▊       | 1592/5632 [09:07<28:35,  2.35it/s]
epoch 0 loss 0.43786:  28%|██▊       | 1593/5632 [09:07<26:16,  2.56it/s]
epoch 0 loss 0.43766:  28%|██▊       | 1593/5632 [09:07<26:16,  2.56it/s]
epoch 0 loss 0.43766:  28%|██▊       | 1594/5632 [09:07<24:36,  2.73it/s]
epoch 0 loss 0.43747:  28%|██▊       | 1594/5632 [09:07<24:36,  2.73it/s]
epoch 0 loss 0.43747:  28%|██▊       | 1595/5632 [09:07<23:29,  2.86it/s]
epoch 0 loss 0.43731:  28%|██▊       | 1595/5632 [09:08<23:29,  2.86it/s]
epoch 0 loss 0.43731:  28%|██▊       | 1596/5632 [09:08<22:43,  2.96it/s]
epoch 0 loss 0.43709:  28%|██▊       | 1596/5632 [09:08<22:43,  2.96it/s]
epoch 0 loss 0.43709:  28%|██▊       | 1597/5632 [09:08<22:08,  3.04it/s]
epoch 0 loss 0.43686:  28%|██▊       | 1597/5632 [09:08<22:08,  3.04it/s]
epoch 0 loss 0.43686:  28%|██▊       | 1598/5632 [09:08<21:44,  3.09it/s]
epoch 0 loss 0.4367:  28%|██▊       | 1598/5632 [09:08<21:44,  3.09it/s] 
epoch 0 loss 0.4367:  28%|██▊       | 1599/5632 [09:08<21:26,  3.14it/s]
epoch 0 loss 0.4365:  28%|██▊       | 1599/5632 [09:09<21:26,  3.14it/s]
epoch 0 loss 0.4365:  28%|██▊       | 1600/5632 [09:09<21:15,  3.16it/s]
epoch 0 loss 0.43665:  28%|██▊       | 1600/5632 [09:09<21:15,  3.16it/s]
epoch 0 loss 0.43665:  28%|██▊       | 1601/5632 [09:09<21:06,  3.18it/s]
epoch 0 loss 0.43649:  28%|██▊       | 1601/5632 [09:09<21:06,  3.18it/s]
epoch 0 loss 0.43649:  28%|██▊       | 1602/5632 [09:09<21:00,  3.20it/s]
epoch 0 loss 0.43626:  28%|██▊       | 1602/5632 [09:10<21:00,  3.20it/s]
epoch 0 loss 0.43626:  28%|██▊       | 1603/5632 [09:10<20:55,  3.21it/s]
epoch 0 loss 0.43609:  28%|██▊       | 1603/5632 [09:10<20:55,  3.21it/s]
epoch 0 loss 0.43609:  28%|██▊       | 1604/5632 [09:10<20:54,  3.21it/s]
epoch 0 loss 0.43589:  28%|██▊       | 1604/5632 [09:10<20:54,  3.21it/s]
epoch 0 loss 0.43589:  28%|██▊       | 1605/5632 [09:10<20:51,  3.22it/s]
epoch 0 loss 0.43568:  28%|██▊       | 1605/5632 [09:11<20:51,  3.22it/s]
epoch 0 loss 0.43568:  29%|██▊       | 1606/5632 [09:11<20:52,  3.22it/s]
epoch 0 loss 0.43546:  29%|██▊       | 1606/5632 [09:11<20:52,  3.22it/s]
epoch 0 loss 0.43546:  29%|██▊       | 1607/5632 [09:11<20:49,  3.22it/s]
epoch 0 loss 0.43527:  29%|██▊       | 1607/5632 [09:11<20:49,  3.22it/s]
epoch 0 loss 0.43527:  29%|██▊       | 1608/5632 [09:11<20:47,  3.22it/s]
epoch 0 loss 0.43519:  29%|██▊       | 1608/5632 [09:12<20:47,  3.22it/s]
epoch 0 loss 0.43519:  29%|██▊       | 1609/5632 [09:12<20:48,  3.22it/s]
epoch 0 loss 0.43517:  29%|██▊       | 1609/5632 [09:12<20:48,  3.22it/s]
epoch 0 loss 0.43517:  29%|██▊       | 1610/5632 [09:12<20:48,  3.22it/s]
epoch 0 loss 0.43497:  29%|██▊       | 1610/5632 [09:12<20:48,  3.22it/s]
epoch 0 loss 0.43497:  29%|██▊       | 1611/5632 [09:12<20:47,  3.22it/s]
epoch 0 loss 0.43478:  29%|██▊       | 1611/5632 [09:12<20:47,  3.22it/s]
epoch 0 loss 0.43478:  29%|██▊       | 1612/5632 [09:13<20:46,  3.22it/s]
epoch 0 loss 0.4346:  29%|██▊       | 1612/5632 [09:13<20:46,  3.22it/s] 
epoch 0 loss 0.4346:  29%|██▊       | 1613/5632 [09:13<20:46,  3.23it/s]
epoch 0 loss 0.43441:  29%|██▊       | 1613/5632 [09:13<20:46,  3.23it/s]
epoch 0 loss 0.43441:  29%|██▊       | 1614/5632 [09:13<20:45,  3.23it/s]
epoch 0 loss 0.43419:  29%|██▊       | 1614/5632 [09:13<20:45,  3.23it/s]
epoch 0 loss 0.43419:  29%|██▊       | 1615/5632 [09:13<20:44,  3.23it/s]
epoch 0 loss 0.43406:  29%|██▊       | 1615/5632 [09:14<20:44,  3.23it/s]
epoch 0 loss 0.43406:  29%|██▊       | 1616/5632 [09:14<20:44,  3.23it/s]
epoch 0 loss 0.43398:  29%|██▊       | 1616/5632 [09:14<20:44,  3.23it/s]
epoch 0 loss 0.43398:  29%|██▊       | 1617/5632 [09:14<20:45,  3.22it/s]
epoch 0 loss 0.43384:  29%|██▊       | 1617/5632 [09:14<20:45,  3.22it/s]
epoch 0 loss 0.43384:  29%|██▊       | 1618/5632 [09:14<20:44,  3.23it/s]
epoch 0 loss 0.43364:  29%|██▊       | 1618/5632 [09:15<20:44,  3.23it/s]
epoch 0 loss 0.43364:  29%|██▊       | 1619/5632 [09:15<20:45,  3.22it/s]
epoch 0 loss 0.43346:  29%|██▊       | 1619/5632 [09:15<20:45,  3.22it/s]
epoch 0 loss 0.43346:  29%|██▉       | 1620/5632 [09:15<20:46,  3.22it/s]
epoch 0 loss 0.43324:  29%|██▉       | 1620/5632 [09:15<20:46,  3.22it/s]
epoch 0 loss 0.43324:  29%|██▉       | 1621/5632 [09:15<20:46,  3.22it/s]
epoch 0 loss 0.4332:  29%|██▉       | 1621/5632 [09:16<20:46,  3.22it/s] 
epoch 0 loss 0.4332:  29%|██▉       | 1622/5632 [09:16<20:43,  3.23it/s]
epoch 0 loss 0.43309:  29%|██▉       | 1622/5632 [09:16<20:43,  3.23it/s]
epoch 0 loss 0.43309:  29%|██▉       | 1623/5632 [09:16<20:42,  3.23it/s]
epoch 0 loss 0.43294:  29%|██▉       | 1623/5632 [09:16<20:42,  3.23it/s]
epoch 0 loss 0.43294:  29%|██▉       | 1624/5632 [09:16<20:41,  3.23it/s]
epoch 0 loss 0.43281:  29%|██▉       | 1624/5632 [09:17<20:41,  3.23it/s]
epoch 0 loss 0.43281:  29%|██▉       | 1625/5632 [09:17<20:41,  3.23it/s]
epoch 0 loss 0.43295:  29%|██▉       | 1625/5632 [09:17<20:41,  3.23it/s]
epoch 0 loss 0.43295:  29%|██▉       | 1626/5632 [09:17<20:40,  3.23it/s]
epoch 0 loss 0.43277:  29%|██▉       | 1626/5632 [09:17<20:40,  3.23it/s]
epoch 0 loss 0.43277:  29%|██▉       | 1627/5632 [09:17<20:40,  3.23it/s]
epoch 0 loss 0.43255:  29%|██▉       | 1627/5632 [09:17<20:40,  3.23it/s]
epoch 0 loss 0.43255:  29%|██▉       | 1628/5632 [09:17<20:40,  3.23it/s]
epoch 0 loss 0.4324:  29%|██▉       | 1628/5632 [09:18<20:40,  3.23it/s] 
epoch 0 loss 0.4324:  29%|██▉       | 1629/5632 [09:18<20:40,  3.23it/s]
epoch 0 loss 0.43222:  29%|██▉       | 1629/5632 [09:20<20:40,  3.23it/s]
epoch 0 loss 0.43222:  29%|██▉       | 1630/5632 [09:20<50:34,  1.32it/s]
epoch 0 loss 0.43202:  29%|██▉       | 1630/5632 [09:20<50:34,  1.32it/s]
epoch 0 loss 0.43202:  29%|██▉       | 1631/5632 [09:20<41:36,  1.60it/s]
epoch 0 loss 0.43179:  29%|██▉       | 1631/5632 [09:20<41:36,  1.60it/s]
epoch 0 loss 0.43179:  29%|██▉       | 1632/5632 [09:20<35:19,  1.89it/s]
epoch 0 loss 0.43161:  29%|██▉       | 1632/5632 [09:20<35:19,  1.89it/s]
epoch 0 loss 0.43161:  29%|██▉       | 1633/5632 [09:21<30:53,  2.16it/s]
epoch 0 loss 0.4315:  29%|██▉       | 1633/5632 [09:21<30:53,  2.16it/s] 
epoch 0 loss 0.4315:  29%|██▉       | 1634/5632 [09:21<27:48,  2.40it/s]
epoch 0 loss 0.43138:  29%|██▉       | 1634/5632 [09:21<27:48,  2.40it/s]
epoch 0 loss 0.43138:  29%|██▉       | 1635/5632 [09:21<25:38,  2.60it/s]
epoch 0 loss 0.43129:  29%|██▉       | 1635/5632 [09:21<25:38,  2.60it/s]
epoch 0 loss 0.43129:  29%|██▉       | 1636/5632 [09:21<24:08,  2.76it/s]
epoch 0 loss 0.43106:  29%|██▉       | 1636/5632 [09:22<24:08,  2.76it/s]
epoch 0 loss 0.43106:  29%|██▉       | 1637/5632 [09:22<23:04,  2.89it/s]
epoch 0 loss 0.431:  29%|██▉       | 1637/5632 [09:22<23:04,  2.89it/s]  
epoch 0 loss 0.431:  29%|██▉       | 1638/5632 [09:22<22:19,  2.98it/s]
epoch 0 loss 0.43096:  29%|██▉       | 1638/5632 [09:22<22:19,  2.98it/s]
epoch 0 loss 0.43096:  29%|██▉       | 1639/5632 [09:22<21:47,  3.05it/s]
epoch 0 loss 0.43075:  29%|██▉       | 1639/5632 [09:23<21:47,  3.05it/s]
epoch 0 loss 0.43075:  29%|██▉       | 1640/5632 [09:23<21:25,  3.11it/s]
epoch 0 loss 0.43057:  29%|██▉       | 1640/5632 [09:23<21:25,  3.11it/s]
epoch 0 loss 0.43057:  29%|██▉       | 1641/5632 [09:23<21:09,  3.14it/s]
epoch 0 loss 0.43035:  29%|██▉       | 1641/5632 [09:23<21:09,  3.14it/s]
epoch 0 loss 0.43035:  29%|██▉       | 1642/5632 [09:23<20:58,  3.17it/s]
epoch 0 loss 0.43017:  29%|██▉       | 1642/5632 [09:24<20:58,  3.17it/s]
epoch 0 loss 0.43017:  29%|██▉       | 1643/5632 [09:24<20:51,  3.19it/s]
epoch 0 loss 0.42997:  29%|██▉       | 1643/5632 [09:24<20:51,  3.19it/s]
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epoch 0 loss 0.42979:  29%|██▉       | 1644/5632 [09:24<20:46,  3.20it/s]
epoch 0 loss 0.42979:  29%|██▉       | 1645/5632 [09:24<20:42,  3.21it/s]
epoch 0 loss 0.42957:  29%|██▉       | 1645/5632 [09:25<20:42,  3.21it/s]
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epoch 0 loss 0.42938:  29%|██▉       | 1646/5632 [09:25<20:40,  3.21it/s]
epoch 0 loss 0.42938:  29%|██▉       | 1647/5632 [09:25<20:36,  3.22it/s]
epoch 0 loss 0.4292:  29%|██▉       | 1647/5632 [09:25<20:36,  3.22it/s] 
epoch 0 loss 0.4292:  29%|██▉       | 1648/5632 [09:25<20:35,  3.22it/s]
epoch 0 loss 0.429:  29%|██▉       | 1648/5632 [09:25<20:35,  3.22it/s] 
epoch 0 loss 0.429:  29%|██▉       | 1649/5632 [09:25<20:34,  3.23it/s]
epoch 0 loss 0.42882:  29%|██▉       | 1649/5632 [09:26<20:34,  3.23it/s]
epoch 0 loss 0.42882:  29%|██▉       | 1650/5632 [09:26<20:34,  3.23it/s]
epoch 0 loss 0.42876:  29%|██▉       | 1650/5632 [09:26<20:34,  3.23it/s]
epoch 0 loss 0.42876:  29%|██▉       | 1651/5632 [09:26<20:34,  3.23it/s]
epoch 0 loss 0.4286:  29%|██▉       | 1651/5632 [09:26<20:34,  3.23it/s] 
epoch 0 loss 0.4286:  29%|██▉       | 1652/5632 [09:26<20:32,  3.23it/s]
epoch 0 loss 0.42838:  29%|██▉       | 1652/5632 [09:27<20:32,  3.23it/s]
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epoch 0 loss 0.42829:  29%|██▉       | 1653/5632 [09:27<20:32,  3.23it/s]
epoch 0 loss 0.42829:  29%|██▉       | 1654/5632 [09:27<20:30,  3.23it/s]
epoch 0 loss 0.42808:  29%|██▉       | 1654/5632 [09:27<20:30,  3.23it/s]
epoch 0 loss 0.42808:  29%|██▉       | 1655/5632 [09:27<20:30,  3.23it/s]
epoch 0 loss 0.42797:  29%|██▉       | 1655/5632 [09:28<20:30,  3.23it/s]
epoch 0 loss 0.42797:  29%|██▉       | 1656/5632 [09:28<20:30,  3.23it/s]
epoch 0 loss 0.42782:  29%|██▉       | 1656/5632 [09:28<20:30,  3.23it/s]
epoch 0 loss 0.42782:  29%|██▉       | 1657/5632 [09:28<20:29,  3.23it/s]
epoch 0 loss 0.42783:  29%|██▉       | 1657/5632 [09:28<20:29,  3.23it/s]
epoch 0 loss 0.42783:  29%|██▉       | 1658/5632 [09:28<20:30,  3.23it/s]
epoch 0 loss 0.42768:  29%|██▉       | 1658/5632 [09:29<20:30,  3.23it/s]
epoch 0 loss 0.42768:  29%|██▉       | 1659/5632 [09:29<20:30,  3.23it/s]
epoch 0 loss 0.42754:  29%|██▉       | 1659/5632 [09:29<20:30,  3.23it/s]
epoch 0 loss 0.42754:  29%|██▉       | 1660/5632 [09:29<20:25,  3.24it/s]
epoch 0 loss 0.42733:  29%|██▉       | 1660/5632 [09:29<20:25,  3.24it/s]
epoch 0 loss 0.42733:  29%|██▉       | 1661/5632 [09:29<20:21,  3.25it/s]
epoch 0 loss 0.42714:  29%|██▉       | 1661/5632 [09:29<20:21,  3.25it/s]
epoch 0 loss 0.42714:  30%|██▉       | 1662/5632 [09:29<20:22,  3.25it/s]
epoch 0 loss 0.42691:  30%|██▉       | 1662/5632 [09:30<20:22,  3.25it/s]
epoch 0 loss 0.42691:  30%|██▉       | 1663/5632 [09:30<20:24,  3.24it/s]
epoch 0 loss 0.42671:  30%|██▉       | 1663/5632 [09:30<20:24,  3.24it/s]
epoch 0 loss 0.42671:  30%|██▉       | 1664/5632 [09:30<20:25,  3.24it/s]
epoch 0 loss 0.42673:  30%|██▉       | 1664/5632 [09:30<20:25,  3.24it/s]
epoch 0 loss 0.42673:  30%|██▉       | 1665/5632 [09:30<20:26,  3.24it/s]
epoch 0 loss 0.42652:  30%|██▉       | 1665/5632 [09:31<20:26,  3.24it/s]
epoch 0 loss 0.42652:  30%|██▉       | 1666/5632 [09:31<20:24,  3.24it/s]
epoch 0 loss 0.42636:  30%|██▉       | 1666/5632 [09:31<20:24,  3.24it/s]
epoch 0 loss 0.42636:  30%|██▉       | 1667/5632 [09:31<20:27,  3.23it/s]
epoch 0 loss 0.42619:  30%|██▉       | 1667/5632 [09:31<20:27,  3.23it/s]
epoch 0 loss 0.42619:  30%|██▉       | 1668/5632 [09:31<20:26,  3.23it/s]
epoch 0 loss 0.42603:  30%|██▉       | 1668/5632 [09:32<20:26,  3.23it/s]
epoch 0 loss 0.42603:  30%|██▉       | 1669/5632 [09:32<20:25,  3.23it/s]
epoch 0 loss 0.42586:  30%|██▉       | 1669/5632 [09:32<20:25,  3.23it/s]
epoch 0 loss 0.42586:  30%|██▉       | 1670/5632 [09:32<20:25,  3.23it/s]
epoch 0 loss 0.42562:  30%|██▉       | 1670/5632 [09:32<20:25,  3.23it/s]
epoch 0 loss 0.42562:  30%|██▉       | 1671/5632 [09:32<20:23,  3.24it/s]
epoch 0 loss 0.42547:  30%|██▉       | 1671/5632 [09:33<20:23,  3.24it/s]
epoch 0 loss 0.42547:  30%|██▉       | 1672/5632 [09:33<20:23,  3.24it/s]
epoch 0 loss 0.42527:  30%|██▉       | 1672/5632 [09:33<20:23,  3.24it/s]
epoch 0 loss 0.42527:  30%|██▉       | 1673/5632 [09:33<20:22,  3.24it/s]
epoch 0 loss 0.42508:  30%|██▉       | 1673/5632 [09:33<20:22,  3.24it/s]
epoch 0 loss 0.42508:  30%|██▉       | 1674/5632 [09:33<20:23,  3.23it/s]
epoch 0 loss 0.4251:  30%|██▉       | 1674/5632 [09:35<20:23,  3.23it/s] 
epoch 0 loss 0.4251:  30%|██▉       | 1675/5632 [09:35<40:51,  1.61it/s]
epoch 0 loss 0.4249:  30%|██▉       | 1675/5632 [09:35<40:51,  1.61it/s]
epoch 0 loss 0.4249:  30%|██▉       | 1676/5632 [09:35<34:42,  1.90it/s]
epoch 0 loss 0.42472:  30%|██▉       | 1676/5632 [09:35<34:42,  1.90it/s]
epoch 0 loss 0.42472:  30%|██▉       | 1677/5632 [09:35<30:23,  2.17it/s]
epoch 0 loss 0.42482:  30%|██▉       | 1677/5632 [09:35<30:23,  2.17it/s]
epoch 0 loss 0.42482:  30%|██▉       | 1678/5632 [09:35<27:24,  2.40it/s]
epoch 0 loss 0.42468:  30%|██▉       | 1678/5632 [09:36<27:24,  2.40it/s]
epoch 0 loss 0.42468:  30%|██▉       | 1679/5632 [09:36<25:17,  2.61it/s]
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epoch 0 loss 0.42439:  30%|██▉       | 1680/5632 [09:36<23:49,  2.76it/s]
epoch 0 loss 0.42439:  30%|██▉       | 1681/5632 [09:36<22:46,  2.89it/s]
epoch 0 loss 0.42422:  30%|██▉       | 1681/5632 [09:37<22:46,  2.89it/s]
epoch 0 loss 0.42422:  30%|██▉       | 1682/5632 [09:37<22:03,  2.99it/s]
epoch 0 loss 0.42405:  30%|██▉       | 1682/5632 [09:37<22:03,  2.99it/s]
epoch 0 loss 0.42405:  30%|██▉       | 1683/5632 [09:37<21:31,  3.06it/s]
epoch 0 loss 0.4239:  30%|██▉       | 1683/5632 [09:37<21:31,  3.06it/s] 
epoch 0 loss 0.4239:  30%|██▉       | 1684/5632 [09:37<21:10,  3.11it/s]
epoch 0 loss 0.42368:  30%|██▉       | 1684/5632 [09:38<21:10,  3.11it/s]
epoch 0 loss 0.42368:  30%|██▉       | 1685/5632 [09:38<20:55,  3.14it/s]
epoch 0 loss 0.42357:  30%|██▉       | 1685/5632 [09:38<20:55,  3.14it/s]
epoch 0 loss 0.42357:  30%|██▉       | 1686/5632 [09:38<20:45,  3.17it/s]
epoch 0 loss 0.42337:  30%|██▉       | 1686/5632 [09:38<20:45,  3.17it/s]
epoch 0 loss 0.42337:  30%|██▉       | 1687/5632 [09:38<20:38,  3.19it/s]
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epoch 0 loss 0.4234:  30%|██▉       | 1688/5632 [09:39<20:31,  3.20it/s]
epoch 0 loss 0.4232:  30%|██▉       | 1688/5632 [09:39<20:31,  3.20it/s]
epoch 0 loss 0.4232:  30%|██▉       | 1689/5632 [09:39<20:28,  3.21it/s]
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epoch 0 loss 0.42299:  30%|███       | 1690/5632 [09:39<20:25,  3.22it/s]
epoch 0 loss 0.42299:  30%|███       | 1691/5632 [09:39<20:23,  3.22it/s]
epoch 0 loss 0.42285:  30%|███       | 1691/5632 [09:40<20:23,  3.22it/s]
epoch 0 loss 0.42285:  30%|███       | 1692/5632 [09:40<20:21,  3.23it/s]
epoch 0 loss 0.42267:  30%|███       | 1692/5632 [09:40<20:21,  3.23it/s]
epoch 0 loss 0.42267:  30%|███       | 1693/5632 [09:40<20:17,  3.24it/s]
epoch 0 loss 0.42247:  30%|███       | 1693/5632 [09:40<20:17,  3.24it/s]
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epoch 0 loss 0.42204:  30%|███       | 1696/5632 [09:41<20:19,  3.23it/s]
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epoch 0 loss 0.42075:  30%|███       | 1704/5632 [09:44<20:15,  3.23it/s]
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epoch 0 loss 0.42006:  30%|███       | 1710/5632 [09:46<20:13,  3.23it/s]
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epoch 0 loss 0.41984:  30%|███       | 1711/5632 [09:46<20:15,  3.23it/s]
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epoch 0 loss 0.41978:  30%|███       | 1712/5632 [09:46<20:14,  3.23it/s]
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epoch 0 loss 0.41981:  30%|███       | 1713/5632 [09:47<20:14,  3.23it/s]
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epoch 0 loss 0.41967:  30%|███       | 1714/5632 [09:47<20:13,  3.23it/s]
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epoch 0 loss 0.41949:  30%|███       | 1715/5632 [09:47<20:10,  3.23it/s]
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epoch 0 loss 0.41928:  30%|███       | 1716/5632 [09:48<20:10,  3.24it/s]
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epoch 0 loss 0.41925:  30%|███       | 1717/5632 [09:48<20:11,  3.23it/s]
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epoch 0 loss 0.41861:  31%|███       | 1720/5632 [09:50<20:18,  3.21it/s]
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epoch 0 loss 0.41823:  31%|███       | 1723/5632 [09:51<33:54,  1.92it/s]
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epoch 0 loss 0.418:  31%|███       | 1725/5632 [09:52<26:55,  2.42it/s]  
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epoch 0 loss 0.4177:  31%|███       | 1728/5632 [09:53<22:28,  2.90it/s]
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epoch 0 loss 0.41642:  31%|███       | 1736/5632 [09:55<20:16,  3.20it/s]
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epoch 0 loss 0.40006:  33%|███▎      | 1860/5632 [10:37<21:36,  2.91it/s]
epoch 0 loss 0.40006:  33%|███▎      | 1861/5632 [10:37<20:58,  3.00it/s]
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epoch 0 loss 0.39917:  33%|███▎      | 1868/5632 [10:39<19:41,  3.18it/s]
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epoch 0 loss 0.39891:  33%|███▎      | 1869/5632 [10:40<19:38,  3.19it/s]
epoch 0 loss 0.39891:  33%|███▎      | 1870/5632 [10:40<19:34,  3.20it/s]
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epoch 0 loss 0.39776:  33%|███▎      | 1878/5632 [10:42<19:30,  3.21it/s]
epoch 0 loss 0.39765:  33%|███▎      | 1878/5632 [10:43<19:30,  3.21it/s]
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epoch 0 loss 0.39739:  33%|███▎      | 1881/5632 [10:43<19:31,  3.20it/s]
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epoch 0 loss 0.39737:  33%|███▎      | 1882/5632 [10:44<19:24,  3.22it/s]
epoch 0 loss 0.39719:  33%|███▎      | 1882/5632 [10:44<19:24,  3.22it/s]
epoch 0 loss 0.39719:  33%|███▎      | 1883/5632 [10:44<19:20,  3.23it/s]
epoch 0 loss 0.39714:  33%|███▎      | 1883/5632 [10:44<19:20,  3.23it/s]
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epoch 0 loss 0.39164:  34%|███▍      | 1930/5632 [11:00<19:05,  3.23it/s]
epoch 0 loss 0.39164:  34%|███▍      | 1931/5632 [11:00<19:04,  3.23it/s]
epoch 0 loss 0.39156:  34%|███▍      | 1931/5632 [11:00<19:04,  3.23it/s]
epoch 0 loss 0.39156:  34%|███▍      | 1932/5632 [11:00<19:05,  3.23it/s]
epoch 0 loss 0.39146:  34%|███▍      | 1932/5632 [11:00<19:05,  3.23it/s]
epoch 0 loss 0.39146:  34%|███▍      | 1933/5632 [11:00<19:04,  3.23it/s]
epoch 0 loss 0.39135:  34%|███▍      | 1933/5632 [11:01<19:04,  3.23it/s]
epoch 0 loss 0.39135:  34%|███▍      | 1934/5632 [11:01<19:04,  3.23it/s]
epoch 0 loss 0.39128:  34%|███▍      | 1934/5632 [11:01<19:04,  3.23it/s]
epoch 0 loss 0.39128:  34%|███▍      | 1935/5632 [11:01<19:04,  3.23it/s]
epoch 0 loss 0.39116:  34%|███▍      | 1935/5632 [11:01<19:04,  3.23it/s]
epoch 0 loss 0.39116:  34%|███▍      | 1936/5632 [11:01<19:02,  3.23it/s]
epoch 0 loss 0.39101:  34%|███▍      | 1936/5632 [11:02<19:02,  3.23it/s]
epoch 0 loss 0.39101:  34%|███▍      | 1937/5632 [11:02<19:03,  3.23it/s]
epoch 0 loss 0.39084:  34%|███▍      | 1937/5632 [11:02<19:03,  3.23it/s]
epoch 0 loss 0.39084:  34%|███▍      | 1938/5632 [11:02<19:03,  3.23it/s]
epoch 0 loss 0.39066:  34%|███▍      | 1938/5632 [11:02<19:03,  3.23it/s]
epoch 0 loss 0.39066:  34%|███▍      | 1939/5632 [11:02<19:02,  3.23it/s]
epoch 0 loss 0.39068:  34%|███▍      | 1939/5632 [11:02<19:02,  3.23it/s]
epoch 0 loss 0.39068:  34%|███▍      | 1940/5632 [11:02<19:02,  3.23it/s]
epoch 0 loss 0.39051:  34%|███▍      | 1940/5632 [11:03<19:02,  3.23it/s]
epoch 0 loss 0.39051:  34%|███▍      | 1941/5632 [11:03<19:01,  3.23it/s]
epoch 0 loss 0.39032:  34%|███▍      | 1941/5632 [11:03<19:01,  3.23it/s]
epoch 0 loss 0.39032:  34%|███▍      | 1942/5632 [11:03<19:01,  3.23it/s]
epoch 0 loss 0.39019:  34%|███▍      | 1942/5632 [11:03<19:01,  3.23it/s]
epoch 0 loss 0.39019:  34%|███▍      | 1943/5632 [11:03<19:00,  3.23it/s]
epoch 0 loss 0.39005:  34%|███▍      | 1943/5632 [11:05<19:00,  3.23it/s]
epoch 0 loss 0.39005:  35%|███▍      | 1944/5632 [11:05<40:13,  1.53it/s]
epoch 0 loss 0.38988:  35%|███▍      | 1944/5632 [11:05<40:13,  1.53it/s]
epoch 0 loss 0.38988:  35%|███▍      | 1945/5632 [11:05<33:52,  1.81it/s]
epoch 0 loss 0.3897:  35%|███▍      | 1945/5632 [11:05<33:52,  1.81it/s] 
epoch 0 loss 0.3897:  35%|███▍      | 1946/5632 [11:06<29:23,  2.09it/s]
epoch 0 loss 0.38956:  35%|███▍      | 1946/5632 [11:06<29:23,  2.09it/s]
epoch 0 loss 0.38956:  35%|███▍      | 1947/5632 [11:06<26:15,  2.34it/s]
epoch 0 loss 0.38941:  35%|███▍      | 1947/5632 [11:06<26:15,  2.34it/s]
epoch 0 loss 0.38941:  35%|███▍      | 1948/5632 [11:06<24:05,  2.55it/s]
epoch 0 loss 0.3893:  35%|███▍      | 1948/5632 [11:06<24:05,  2.55it/s] 
epoch 0 loss 0.3893:  35%|███▍      | 1949/5632 [11:06<22:32,  2.72it/s]
epoch 0 loss 0.38921:  35%|███▍      | 1949/5632 [11:07<22:32,  2.72it/s]
epoch 0 loss 0.38921:  35%|███▍      | 1950/5632 [11:07<21:28,  2.86it/s]
epoch 0 loss 0.38908:  35%|███▍      | 1950/5632 [11:07<21:28,  2.86it/s]
epoch 0 loss 0.38908:  35%|███▍      | 1951/5632 [11:07<20:43,  2.96it/s]
epoch 0 loss 0.3889:  35%|███▍      | 1951/5632 [11:07<20:43,  2.96it/s] 
epoch 0 loss 0.3889:  35%|███▍      | 1952/5632 [11:07<20:12,  3.03it/s]
epoch 0 loss 0.38873:  35%|███▍      | 1952/5632 [11:08<20:12,  3.03it/s]
epoch 0 loss 0.38873:  35%|███▍      | 1953/5632 [11:08<19:50,  3.09it/s]
epoch 0 loss 0.38854:  35%|███▍      | 1953/5632 [11:08<19:50,  3.09it/s]
epoch 0 loss 0.38854:  35%|███▍      | 1954/5632 [11:08<19:34,  3.13it/s]
epoch 0 loss 0.38843:  35%|███▍      | 1954/5632 [11:08<19:34,  3.13it/s]
epoch 0 loss 0.38843:  35%|███▍      | 1955/5632 [11:08<19:23,  3.16it/s]
epoch 0 loss 0.38826:  35%|███▍      | 1955/5632 [11:09<19:23,  3.16it/s]
epoch 0 loss 0.38826:  35%|███▍      | 1956/5632 [11:09<19:14,  3.18it/s]
epoch 0 loss 0.38807:  35%|███▍      | 1956/5632 [11:09<19:14,  3.18it/s]
epoch 0 loss 0.38807:  35%|███▍      | 1957/5632 [11:09<19:08,  3.20it/s]
epoch 0 loss 0.38798:  35%|███▍      | 1957/5632 [11:09<19:08,  3.20it/s]
epoch 0 loss 0.38798:  35%|███▍      | 1958/5632 [11:09<19:04,  3.21it/s]
epoch 0 loss 0.38784:  35%|███▍      | 1958/5632 [11:10<19:04,  3.21it/s]
epoch 0 loss 0.38784:  35%|███▍      | 1959/5632 [11:10<19:00,  3.22it/s]
epoch 0 loss 0.38766:  35%|███▍      | 1959/5632 [11:10<19:00,  3.22it/s]
epoch 0 loss 0.38766:  35%|███▍      | 1960/5632 [11:10<19:00,  3.22it/s]
epoch 0 loss 0.38754:  35%|███▍      | 1960/5632 [11:10<19:00,  3.22it/s]
epoch 0 loss 0.38754:  35%|███▍      | 1961/5632 [11:10<18:58,  3.23it/s]
epoch 0 loss 0.38736:  35%|███▍      | 1961/5632 [11:10<18:58,  3.23it/s]
epoch 0 loss 0.38736:  35%|███▍      | 1962/5632 [11:10<18:57,  3.23it/s]
epoch 0 loss 0.38718:  35%|███▍      | 1962/5632 [11:11<18:57,  3.23it/s]
epoch 0 loss 0.38718:  35%|███▍      | 1963/5632 [11:11<18:55,  3.23it/s]
epoch 0 loss 0.38709:  35%|███▍      | 1963/5632 [11:11<18:55,  3.23it/s]
epoch 0 loss 0.38709:  35%|███▍      | 1964/5632 [11:11<18:54,  3.23it/s]
epoch 0 loss 0.38692:  35%|███▍      | 1964/5632 [11:11<18:54,  3.23it/s]
epoch 0 loss 0.38692:  35%|███▍      | 1965/5632 [11:11<18:54,  3.23it/s]
epoch 0 loss 0.38674:  35%|███▍      | 1965/5632 [11:12<18:54,  3.23it/s]
epoch 0 loss 0.38674:  35%|███▍      | 1966/5632 [11:12<18:53,  3.23it/s]
epoch 0 loss 0.38665:  35%|███▍      | 1966/5632 [11:12<18:53,  3.23it/s]
epoch 0 loss 0.38665:  35%|███▍      | 1967/5632 [11:12<18:53,  3.23it/s]
epoch 0 loss 0.38647:  35%|███▍      | 1967/5632 [11:12<18:53,  3.23it/s]
epoch 0 loss 0.38647:  35%|███▍      | 1968/5632 [11:12<18:53,  3.23it/s]
epoch 0 loss 0.38628:  35%|███▍      | 1968/5632 [11:13<18:53,  3.23it/s]
epoch 0 loss 0.38628:  35%|███▍      | 1969/5632 [11:13<18:54,  3.23it/s]
epoch 0 loss 0.38609:  35%|███▍      | 1969/5632 [11:13<18:54,  3.23it/s]
epoch 0 loss 0.38609:  35%|███▍      | 1970/5632 [11:13<18:54,  3.23it/s]
epoch 0 loss 0.38617:  35%|███▍      | 1970/5632 [11:13<18:54,  3.23it/s]
epoch 0 loss 0.38617:  35%|███▍      | 1971/5632 [11:13<18:53,  3.23it/s]
epoch 0 loss 0.38602:  35%|███▍      | 1971/5632 [11:14<18:53,  3.23it/s]
epoch 0 loss 0.38602:  35%|███▌      | 1972/5632 [11:14<18:53,  3.23it/s]
epoch 0 loss 0.38609:  35%|███▌      | 1972/5632 [11:14<18:53,  3.23it/s]
epoch 0 loss 0.38609:  35%|███▌      | 1973/5632 [11:14<18:51,  3.23it/s]
epoch 0 loss 0.38591:  35%|███▌      | 1973/5632 [11:14<18:51,  3.23it/s]
epoch 0 loss 0.38591:  35%|███▌      | 1974/5632 [11:14<18:51,  3.23it/s]
epoch 0 loss 0.38585:  35%|███▌      | 1974/5632 [11:14<18:51,  3.23it/s]
epoch 0 loss 0.38585:  35%|███▌      | 1975/5632 [11:14<18:50,  3.23it/s]
epoch 0 loss 0.38579:  35%|███▌      | 1975/5632 [11:15<18:50,  3.23it/s]
epoch 0 loss 0.38579:  35%|███▌      | 1976/5632 [11:15<18:51,  3.23it/s]
epoch 0 loss 0.38569:  35%|███▌      | 1976/5632 [11:15<18:51,  3.23it/s]
epoch 0 loss 0.38569:  35%|███▌      | 1977/5632 [11:15<18:51,  3.23it/s]
epoch 0 loss 0.38552:  35%|███▌      | 1977/5632 [11:15<18:51,  3.23it/s]
epoch 0 loss 0.38552:  35%|███▌      | 1978/5632 [11:15<18:50,  3.23it/s]
epoch 0 loss 0.38543:  35%|███▌      | 1978/5632 [11:16<18:50,  3.23it/s]
epoch 0 loss 0.38543:  35%|███▌      | 1979/5632 [11:16<18:49,  3.23it/s]
epoch 0 loss 0.38526:  35%|███▌      | 1979/5632 [11:16<18:49,  3.23it/s]
epoch 0 loss 0.38526:  35%|███▌      | 1980/5632 [11:16<18:48,  3.23it/s]
epoch 0 loss 0.38528:  35%|███▌      | 1980/5632 [11:16<18:48,  3.23it/s]
epoch 0 loss 0.38528:  35%|███▌      | 1981/5632 [11:16<18:49,  3.23it/s]
epoch 0 loss 0.38512:  35%|███▌      | 1981/5632 [11:17<18:49,  3.23it/s]
epoch 0 loss 0.38512:  35%|███▌      | 1982/5632 [11:17<18:48,  3.23it/s]
epoch 0 loss 0.38503:  35%|███▌      | 1982/5632 [11:17<18:48,  3.23it/s]
epoch 0 loss 0.38503:  35%|███▌      | 1983/5632 [11:17<18:48,  3.23it/s]
epoch 0 loss 0.38488:  35%|███▌      | 1983/5632 [11:17<18:48,  3.23it/s]
epoch 0 loss 0.38488:  35%|███▌      | 1984/5632 [11:17<18:49,  3.23it/s]
epoch 0 loss 0.385:  35%|███▌      | 1984/5632 [11:18<18:49,  3.23it/s]  
epoch 0 loss 0.385:  35%|███▌      | 1985/5632 [11:18<18:49,  3.23it/s]
epoch 0 loss 0.38482:  35%|███▌      | 1985/5632 [11:18<18:49,  3.23it/s]
epoch 0 loss 0.38482:  35%|███▌      | 1986/5632 [11:18<18:48,  3.23it/s]
epoch 0 loss 0.38468:  35%|███▌      | 1986/5632 [11:18<18:48,  3.23it/s]
epoch 0 loss 0.38468:  35%|███▌      | 1987/5632 [11:18<18:48,  3.23it/s]
epoch 0 loss 0.3845:  35%|███▌      | 1987/5632 [11:18<18:48,  3.23it/s] 
epoch 0 loss 0.3845:  35%|███▌      | 1988/5632 [11:18<18:48,  3.23it/s]
epoch 0 loss 0.38456:  35%|███▌      | 1988/5632 [11:19<18:48,  3.23it/s]
epoch 0 loss 0.38456:  35%|███▌      | 1989/5632 [11:19<18:46,  3.23it/s]
epoch 0 loss 0.38443:  35%|███▌      | 1989/5632 [11:20<18:46,  3.23it/s]
epoch 0 loss 0.38443:  35%|███▌      | 1990/5632 [11:20<41:11,  1.47it/s]
epoch 0 loss 0.3843:  35%|███▌      | 1990/5632 [11:21<41:11,  1.47it/s] 
epoch 0 loss 0.3843:  35%|███▌      | 1991/5632 [11:21<34:28,  1.76it/s]
epoch 0 loss 0.38412:  35%|███▌      | 1991/5632 [11:21<34:28,  1.76it/s]
epoch 0 loss 0.38412:  35%|███▌      | 1992/5632 [11:21<29:46,  2.04it/s]
epoch 0 loss 0.38397:  35%|███▌      | 1992/5632 [11:21<29:46,  2.04it/s]
epoch 0 loss 0.38397:  35%|███▌      | 1993/5632 [11:21<26:27,  2.29it/s]
epoch 0 loss 0.3838:  35%|███▌      | 1993/5632 [11:22<26:27,  2.29it/s] 
epoch 0 loss 0.3838:  35%|███▌      | 1994/5632 [11:22<24:09,  2.51it/s]
epoch 0 loss 0.38364:  35%|███▌      | 1994/5632 [11:22<24:09,  2.51it/s]
epoch 0 loss 0.38364:  35%|███▌      | 1995/5632 [11:22<22:31,  2.69it/s]
epoch 0 loss 0.38376:  35%|███▌      | 1995/5632 [11:22<22:31,  2.69it/s]
epoch 0 loss 0.38376:  35%|███▌      | 1996/5632 [11:22<21:23,  2.83it/s]
epoch 0 loss 0.38358:  35%|███▌      | 1996/5632 [11:23<21:23,  2.83it/s]
epoch 0 loss 0.38358:  35%|███▌      | 1997/5632 [11:23<20:34,  2.94it/s]
epoch 0 loss 0.38341:  35%|███▌      | 1997/5632 [11:23<20:34,  2.94it/s]
epoch 0 loss 0.38341:  35%|███▌      | 1998/5632 [11:23<19:59,  3.03it/s]
epoch 0 loss 0.38326:  35%|███▌      | 1998/5632 [11:23<19:59,  3.03it/s]
epoch 0 loss 0.38326:  35%|███▌      | 1999/5632 [11:23<19:36,  3.09it/s]
epoch 0 loss 0.38311:  35%|███▌      | 1999/5632 [11:23<19:36,  3.09it/s]
epoch 0 loss 0.38311:  36%|███▌      | 2000/5632 [11:23<19:17,  3.14it/s]
epoch 0 loss 0.38294:  36%|███▌      | 2000/5632 [11:24<19:17,  3.14it/s]
epoch 0 loss 0.38294:  36%|███▌      | 2001/5632 [11:24<19:07,  3.16it/s]
epoch 0 loss 0.38276:  36%|███▌      | 2001/5632 [11:24<19:07,  3.16it/s]
epoch 0 loss 0.38276:  36%|███▌      | 2002/5632 [11:24<19:00,  3.18it/s]
epoch 0 loss 0.38258:  36%|███▌      | 2002/5632 [11:24<19:00,  3.18it/s]
epoch 0 loss 0.38258:  36%|███▌      | 2003/5632 [11:24<18:54,  3.20it/s]
epoch 0 loss 0.38252:  36%|███▌      | 2003/5632 [11:25<18:54,  3.20it/s]
epoch 0 loss 0.38252:  36%|███▌      | 2004/5632 [11:25<18:50,  3.21it/s]
epoch 0 loss 0.38243:  36%|███▌      | 2004/5632 [11:25<18:50,  3.21it/s]
epoch 0 loss 0.38243:  36%|███▌      | 2005/5632 [11:25<18:47,  3.22it/s]
epoch 0 loss 0.38238:  36%|███▌      | 2005/5632 [11:25<18:47,  3.22it/s]
epoch 0 loss 0.38238:  36%|███▌      | 2006/5632 [11:25<18:45,  3.22it/s]
epoch 0 loss 0.3824:  36%|███▌      | 2006/5632 [11:26<18:45,  3.22it/s] 
epoch 0 loss 0.3824:  36%|███▌      | 2007/5632 [11:26<18:43,  3.23it/s]
epoch 0 loss 0.38236:  36%|███▌      | 2007/5632 [11:26<18:43,  3.23it/s]
epoch 0 loss 0.38236:  36%|███▌      | 2008/5632 [11:26<18:42,  3.23it/s]
epoch 0 loss 0.38221:  36%|███▌      | 2008/5632 [11:26<18:42,  3.23it/s]
epoch 0 loss 0.38221:  36%|███▌      | 2009/5632 [11:26<18:40,  3.23it/s]
epoch 0 loss 0.38208:  36%|███▌      | 2009/5632 [11:27<18:40,  3.23it/s]
epoch 0 loss 0.38208:  36%|███▌      | 2010/5632 [11:27<18:40,  3.23it/s]
epoch 0 loss 0.38209:  36%|███▌      | 2010/5632 [11:27<18:40,  3.23it/s]
epoch 0 loss 0.38209:  36%|███▌      | 2011/5632 [11:27<18:40,  3.23it/s]
epoch 0 loss 0.38209:  36%|███▌      | 2011/5632 [11:27<18:40,  3.23it/s]
epoch 0 loss 0.38209:  36%|███▌      | 2012/5632 [11:27<18:39,  3.23it/s]
epoch 0 loss 0.38192:  36%|███▌      | 2012/5632 [11:27<18:39,  3.23it/s]
epoch 0 loss 0.38192:  36%|███▌      | 2013/5632 [11:27<18:39,  3.23it/s]
epoch 0 loss 0.38198:  36%|███▌      | 2013/5632 [11:28<18:39,  3.23it/s]
epoch 0 loss 0.38198:  36%|███▌      | 2014/5632 [11:28<18:38,  3.24it/s]
epoch 0 loss 0.38188:  36%|███▌      | 2014/5632 [11:28<18:38,  3.24it/s]
epoch 0 loss 0.38188:  36%|███▌      | 2015/5632 [11:28<18:38,  3.23it/s]
epoch 0 loss 0.38173:  36%|███▌      | 2015/5632 [11:28<18:38,  3.23it/s]
epoch 0 loss 0.38173:  36%|███▌      | 2016/5632 [11:28<18:38,  3.23it/s]
epoch 0 loss 0.38172:  36%|███▌      | 2016/5632 [11:29<18:38,  3.23it/s]
epoch 0 loss 0.38172:  36%|███▌      | 2017/5632 [11:29<18:37,  3.24it/s]
epoch 0 loss 0.38155:  36%|███▌      | 2017/5632 [11:29<18:37,  3.24it/s]
epoch 0 loss 0.38155:  36%|███▌      | 2018/5632 [11:29<18:37,  3.23it/s]
epoch 0 loss 0.38139:  36%|███▌      | 2018/5632 [11:29<18:37,  3.23it/s]
epoch 0 loss 0.38139:  36%|███▌      | 2019/5632 [11:29<18:34,  3.24it/s]
epoch 0 loss 0.38123:  36%|███▌      | 2019/5632 [11:30<18:34,  3.24it/s]
epoch 0 loss 0.38123:  36%|███▌      | 2020/5632 [11:30<18:34,  3.24it/s]
epoch 0 loss 0.38109:  36%|███▌      | 2020/5632 [11:30<18:34,  3.24it/s]
epoch 0 loss 0.38109:  36%|███▌      | 2021/5632 [11:30<18:33,  3.24it/s]
epoch 0 loss 0.38094:  36%|███▌      | 2021/5632 [11:30<18:33,  3.24it/s]
epoch 0 loss 0.38094:  36%|███▌      | 2022/5632 [11:30<18:33,  3.24it/s]
epoch 0 loss 0.38078:  36%|███▌      | 2022/5632 [11:31<18:33,  3.24it/s]
epoch 0 loss 0.38078:  36%|███▌      | 2023/5632 [11:31<18:33,  3.24it/s]
epoch 0 loss 0.38064:  36%|███▌      | 2023/5632 [11:31<18:33,  3.24it/s]
epoch 0 loss 0.38064:  36%|███▌      | 2024/5632 [11:31<18:34,  3.24it/s]
epoch 0 loss 0.38048:  36%|███▌      | 2024/5632 [11:31<18:34,  3.24it/s]
epoch 0 loss 0.38048:  36%|███▌      | 2025/5632 [11:31<18:35,  3.23it/s]
epoch 0 loss 0.38032:  36%|███▌      | 2025/5632 [11:31<18:35,  3.23it/s]
epoch 0 loss 0.38032:  36%|███▌      | 2026/5632 [11:31<18:34,  3.24it/s]
epoch 0 loss 0.38017:  36%|███▌      | 2026/5632 [11:32<18:34,  3.24it/s]
epoch 0 loss 0.38017:  36%|███▌      | 2027/5632 [11:32<18:34,  3.24it/s]
epoch 0 loss 0.38012:  36%|███▌      | 2027/5632 [11:32<18:34,  3.24it/s]
epoch 0 loss 0.38012:  36%|███▌      | 2028/5632 [11:32<18:36,  3.23it/s]
epoch 0 loss 0.38009:  36%|███▌      | 2028/5632 [11:32<18:36,  3.23it/s]
epoch 0 loss 0.38009:  36%|███▌      | 2029/5632 [11:32<18:35,  3.23it/s]
epoch 0 loss 0.37998:  36%|███▌      | 2029/5632 [11:33<18:35,  3.23it/s]
epoch 0 loss 0.37998:  36%|███▌      | 2030/5632 [11:33<18:32,  3.24it/s]
epoch 0 loss 0.37987:  36%|███▌      | 2030/5632 [11:33<18:32,  3.24it/s]
epoch 0 loss 0.37987:  36%|███▌      | 2031/5632 [11:33<18:33,  3.23it/s]
epoch 0 loss 0.3797:  36%|███▌      | 2031/5632 [11:33<18:33,  3.23it/s] 
epoch 0 loss 0.3797:  36%|███▌      | 2032/5632 [11:33<18:36,  3.22it/s]
epoch 0 loss 0.3796:  36%|███▌      | 2032/5632 [11:34<18:36,  3.22it/s]
epoch 0 loss 0.3796:  36%|███▌      | 2033/5632 [11:34<18:37,  3.22it/s]
epoch 0 loss 0.37944:  36%|███▌      | 2033/5632 [11:34<18:37,  3.22it/s]
epoch 0 loss 0.37944:  36%|███▌      | 2034/5632 [11:34<18:36,  3.22it/s]
epoch 0 loss 0.37928:  36%|███▌      | 2034/5632 [11:35<18:36,  3.22it/s]
epoch 0 loss 0.37928:  36%|███▌      | 2035/5632 [11:35<35:53,  1.67it/s]
epoch 0 loss 0.37914:  36%|███▌      | 2035/5632 [11:36<35:53,  1.67it/s]
epoch 0 loss 0.37914:  36%|███▌      | 2036/5632 [11:36<30:41,  1.95it/s]
epoch 0 loss 0.37904:  36%|███▌      | 2036/5632 [11:36<30:41,  1.95it/s]
epoch 0 loss 0.37904:  36%|███▌      | 2037/5632 [11:36<27:02,  2.22it/s]
epoch 0 loss 0.37886:  36%|███▌      | 2037/5632 [11:36<27:02,  2.22it/s]
epoch 0 loss 0.37886:  36%|███▌      | 2038/5632 [11:36<24:30,  2.44it/s]
epoch 0 loss 0.3788:  36%|███▌      | 2038/5632 [11:36<24:30,  2.44it/s] 
epoch 0 loss 0.3788:  36%|███▌      | 2039/5632 [11:36<22:40,  2.64it/s]
epoch 0 loss 0.3787:  36%|███▌      | 2039/5632 [11:37<22:40,  2.64it/s]
epoch 0 loss 0.3787:  36%|███▌      | 2040/5632 [11:37<21:27,  2.79it/s]
epoch 0 loss 0.37853:  36%|███▌      | 2040/5632 [11:37<21:27,  2.79it/s]
epoch 0 loss 0.37853:  36%|███▌      | 2041/5632 [11:37<20:34,  2.91it/s]
epoch 0 loss 0.3784:  36%|███▌      | 2041/5632 [11:37<20:34,  2.91it/s] 
epoch 0 loss 0.3784:  36%|███▋      | 2042/5632 [11:37<19:57,  3.00it/s]
epoch 0 loss 0.37827:  36%|███▋      | 2042/5632 [11:38<19:57,  3.00it/s]
epoch 0 loss 0.37827:  36%|███▋      | 2043/5632 [11:38<19:30,  3.07it/s]
epoch 0 loss 0.37813:  36%|███▋      | 2043/5632 [11:38<19:30,  3.07it/s]
epoch 0 loss 0.37813:  36%|███▋      | 2044/5632 [11:38<19:12,  3.11it/s]
epoch 0 loss 0.37796:  36%|███▋      | 2044/5632 [11:38<19:12,  3.11it/s]
epoch 0 loss 0.37796:  36%|███▋      | 2045/5632 [11:38<19:00,  3.15it/s]
epoch 0 loss 0.3779:  36%|███▋      | 2045/5632 [11:39<19:00,  3.15it/s] 
epoch 0 loss 0.3779:  36%|███▋      | 2046/5632 [11:39<18:50,  3.17it/s]
epoch 0 loss 0.37794:  36%|███▋      | 2046/5632 [11:39<18:50,  3.17it/s]
epoch 0 loss 0.37794:  36%|███▋      | 2047/5632 [11:39<18:45,  3.19it/s]
epoch 0 loss 0.37778:  36%|███▋      | 2047/5632 [11:39<18:45,  3.19it/s]
epoch 0 loss 0.37778:  36%|███▋      | 2048/5632 [11:39<18:40,  3.20it/s]
epoch 0 loss 0.37763:  36%|███▋      | 2048/5632 [11:40<18:40,  3.20it/s]
epoch 0 loss 0.37763:  36%|███▋      | 2049/5632 [11:40<18:37,  3.21it/s]
epoch 0 loss 0.37745:  36%|███▋      | 2049/5632 [11:40<18:37,  3.21it/s]
epoch 0 loss 0.37745:  36%|███▋      | 2050/5632 [11:40<18:36,  3.21it/s]
epoch 0 loss 0.37732:  36%|███▋      | 2050/5632 [11:40<18:36,  3.21it/s]
epoch 0 loss 0.37732:  36%|███▋      | 2051/5632 [11:40<18:34,  3.21it/s]
epoch 0 loss 0.37723:  36%|███▋      | 2051/5632 [11:40<18:34,  3.21it/s]
epoch 0 loss 0.37723:  36%|███▋      | 2052/5632 [11:40<18:34,  3.21it/s]
epoch 0 loss 0.37707:  36%|███▋      | 2052/5632 [11:41<18:34,  3.21it/s]
epoch 0 loss 0.37707:  36%|███▋      | 2053/5632 [11:41<18:32,  3.22it/s]
epoch 0 loss 0.37694:  36%|███▋      | 2053/5632 [11:41<18:32,  3.22it/s]
epoch 0 loss 0.37694:  36%|███▋      | 2054/5632 [11:41<18:42,  3.19it/s]
epoch 0 loss 0.37684:  36%|███▋      | 2054/5632 [11:41<18:42,  3.19it/s]
epoch 0 loss 0.37684:  36%|███▋      | 2055/5632 [11:41<18:50,  3.16it/s]
epoch 0 loss 0.37667:  36%|███▋      | 2055/5632 [11:42<18:50,  3.16it/s]
epoch 0 loss 0.37667:  37%|███▋      | 2056/5632 [11:42<18:44,  3.18it/s]
epoch 0 loss 0.37664:  37%|███▋      | 2056/5632 [11:42<18:44,  3.18it/s]
epoch 0 loss 0.37664:  37%|███▋      | 2057/5632 [11:42<18:37,  3.20it/s]
epoch 0 loss 0.37649:  37%|███▋      | 2057/5632 [11:42<18:37,  3.20it/s]
epoch 0 loss 0.37649:  37%|███▋      | 2058/5632 [11:42<18:35,  3.21it/s]
epoch 0 loss 0.37631:  37%|███▋      | 2058/5632 [11:43<18:35,  3.21it/s]
epoch 0 loss 0.37631:  37%|███▋      | 2059/5632 [11:43<18:34,  3.21it/s]
epoch 0 loss 0.37617:  37%|███▋      | 2059/5632 [11:43<18:34,  3.21it/s]
epoch 0 loss 0.37617:  37%|███▋      | 2060/5632 [11:43<18:31,  3.21it/s]
epoch 0 loss 0.37601:  37%|███▋      | 2060/5632 [11:43<18:31,  3.21it/s]
epoch 0 loss 0.37601:  37%|███▋      | 2061/5632 [11:43<18:34,  3.20it/s]
epoch 0 loss 0.37585:  37%|███▋      | 2061/5632 [11:44<18:34,  3.20it/s]
epoch 0 loss 0.37585:  37%|███▋      | 2062/5632 [11:44<18:31,  3.21it/s]
epoch 0 loss 0.37568:  37%|███▋      | 2062/5632 [11:44<18:31,  3.21it/s]
epoch 0 loss 0.37568:  37%|███▋      | 2063/5632 [11:44<18:30,  3.22it/s]
epoch 0 loss 0.3757:  37%|███▋      | 2063/5632 [11:44<18:30,  3.22it/s] 
epoch 0 loss 0.3757:  37%|███▋      | 2064/5632 [11:44<18:28,  3.22it/s]
epoch 0 loss 0.3756:  37%|███▋      | 2064/5632 [11:45<18:28,  3.22it/s]
epoch 0 loss 0.3756:  37%|███▋      | 2065/5632 [11:45<18:29,  3.21it/s]
epoch 0 loss 0.37557:  37%|███▋      | 2065/5632 [11:45<18:29,  3.21it/s]
epoch 0 loss 0.37557:  37%|███▋      | 2066/5632 [11:45<18:28,  3.22it/s]
epoch 0 loss 0.3754:  37%|███▋      | 2066/5632 [11:45<18:28,  3.22it/s] 
epoch 0 loss 0.3754:  37%|███▋      | 2067/5632 [11:45<18:26,  3.22it/s]
epoch 0 loss 0.3755:  37%|███▋      | 2067/5632 [11:45<18:26,  3.22it/s]
epoch 0 loss 0.3755:  37%|███▋      | 2068/5632 [11:45<18:25,  3.22it/s]
epoch 0 loss 0.37533:  37%|███▋      | 2068/5632 [11:46<18:25,  3.22it/s]
epoch 0 loss 0.37533:  37%|███▋      | 2069/5632 [11:46<18:24,  3.23it/s]
epoch 0 loss 0.37523:  37%|███▋      | 2069/5632 [11:46<18:24,  3.23it/s]
epoch 0 loss 0.37523:  37%|███▋      | 2070/5632 [11:46<18:24,  3.23it/s]
epoch 0 loss 0.37519:  37%|███▋      | 2070/5632 [11:46<18:24,  3.23it/s]
epoch 0 loss 0.37519:  37%|███▋      | 2071/5632 [11:46<18:26,  3.22it/s]
epoch 0 loss 0.37503:  37%|███▋      | 2071/5632 [11:47<18:26,  3.22it/s]
epoch 0 loss 0.37503:  37%|███▋      | 2072/5632 [11:47<18:25,  3.22it/s]
epoch 0 loss 0.37487:  37%|███▋      | 2072/5632 [11:47<18:25,  3.22it/s]
epoch 0 loss 0.37487:  37%|███▋      | 2073/5632 [11:47<18:24,  3.22it/s]
epoch 0 loss 0.37477:  37%|███▋      | 2073/5632 [11:47<18:24,  3.22it/s]
epoch 0 loss 0.37477:  37%|███▋      | 2074/5632 [11:47<18:21,  3.23it/s]
epoch 0 loss 0.37462:  37%|███▋      | 2074/5632 [11:48<18:21,  3.23it/s]
epoch 0 loss 0.37462:  37%|███▋      | 2075/5632 [11:48<18:20,  3.23it/s]
epoch 0 loss 0.37461:  37%|███▋      | 2075/5632 [11:49<18:20,  3.23it/s]
epoch 0 loss 0.37461:  37%|███▋      | 2076/5632 [11:49<37:29,  1.58it/s]
epoch 0 loss 0.37444:  37%|███▋      | 2076/5632 [11:49<37:29,  1.58it/s]
epoch 0 loss 0.37444:  37%|███▋      | 2077/5632 [11:49<31:44,  1.87it/s]
epoch 0 loss 0.37427:  37%|███▋      | 2077/5632 [11:50<31:44,  1.87it/s]
epoch 0 loss 0.37427:  37%|███▋      | 2078/5632 [11:50<27:42,  2.14it/s]
epoch 0 loss 0.37425:  37%|███▋      | 2078/5632 [11:50<27:42,  2.14it/s]
epoch 0 loss 0.37425:  37%|███▋      | 2079/5632 [11:50<24:52,  2.38it/s]
epoch 0 loss 0.37409:  37%|███▋      | 2079/5632 [11:50<24:52,  2.38it/s]
epoch 0 loss 0.37409:  37%|███▋      | 2080/5632 [11:50<22:54,  2.58it/s]
epoch 0 loss 0.37393:  37%|███▋      | 2080/5632 [11:51<22:54,  2.58it/s]
epoch 0 loss 0.37393:  37%|███▋      | 2081/5632 [11:51<21:31,  2.75it/s]
epoch 0 loss 0.37411:  37%|███▋      | 2081/5632 [11:51<21:31,  2.75it/s]
epoch 0 loss 0.37411:  37%|███▋      | 2082/5632 [11:51<20:34,  2.88it/s]
epoch 0 loss 0.37395:  37%|███▋      | 2082/5632 [11:51<20:34,  2.88it/s]
epoch 0 loss 0.37395:  37%|███▋      | 2083/5632 [11:51<19:51,  2.98it/s]
epoch 0 loss 0.37378:  37%|███▋      | 2083/5632 [11:51<19:51,  2.98it/s]
epoch 0 loss 0.37378:  37%|███▋      | 2084/5632 [11:52<19:20,  3.06it/s]
epoch 0 loss 0.37362:  37%|███▋      | 2084/5632 [11:52<19:20,  3.06it/s]
epoch 0 loss 0.37362:  37%|███▋      | 2085/5632 [11:52<19:01,  3.11it/s]
epoch 0 loss 0.37349:  37%|███▋      | 2085/5632 [11:52<19:01,  3.11it/s]
epoch 0 loss 0.37349:  37%|███▋      | 2086/5632 [11:52<18:50,  3.14it/s]
epoch 0 loss 0.37337:  37%|███▋      | 2086/5632 [11:52<18:50,  3.14it/s]
epoch 0 loss 0.37337:  37%|███▋      | 2087/5632 [11:52<18:39,  3.17it/s]
epoch 0 loss 0.37322:  37%|███▋      | 2087/5632 [11:53<18:39,  3.17it/s]
epoch 0 loss 0.37322:  37%|███▋      | 2088/5632 [11:53<18:32,  3.19it/s]
epoch 0 loss 0.37312:  37%|███▋      | 2088/5632 [11:53<18:32,  3.19it/s]
epoch 0 loss 0.37312:  37%|███▋      | 2089/5632 [11:53<18:27,  3.20it/s]
epoch 0 loss 0.37309:  37%|███▋      | 2089/5632 [11:53<18:27,  3.20it/s]
epoch 0 loss 0.37309:  37%|███▋      | 2090/5632 [11:53<18:23,  3.21it/s]
epoch 0 loss 0.37292:  37%|███▋      | 2090/5632 [11:54<18:23,  3.21it/s]
epoch 0 loss 0.37292:  37%|███▋      | 2091/5632 [11:54<18:20,  3.22it/s]
epoch 0 loss 0.37277:  37%|███▋      | 2091/5632 [11:54<18:20,  3.22it/s]
epoch 0 loss 0.37277:  37%|███▋      | 2092/5632 [11:54<18:18,  3.22it/s]
epoch 0 loss 0.37262:  37%|███▋      | 2092/5632 [11:54<18:18,  3.22it/s]
epoch 0 loss 0.37262:  37%|███▋      | 2093/5632 [11:54<18:17,  3.23it/s]
epoch 0 loss 0.37253:  37%|███▋      | 2093/5632 [11:55<18:17,  3.23it/s]
epoch 0 loss 0.37253:  37%|███▋      | 2094/5632 [11:55<18:15,  3.23it/s]
epoch 0 loss 0.37244:  37%|███▋      | 2094/5632 [11:55<18:15,  3.23it/s]
epoch 0 loss 0.37244:  37%|███▋      | 2095/5632 [11:55<18:14,  3.23it/s]
epoch 0 loss 0.37234:  37%|███▋      | 2095/5632 [11:55<18:14,  3.23it/s]
epoch 0 loss 0.37234:  37%|███▋      | 2096/5632 [11:55<18:14,  3.23it/s]
epoch 0 loss 0.37221:  37%|███▋      | 2096/5632 [11:56<18:14,  3.23it/s]
epoch 0 loss 0.37221:  37%|███▋      | 2097/5632 [11:56<18:12,  3.23it/s]
epoch 0 loss 0.37206:  37%|███▋      | 2097/5632 [11:56<18:12,  3.23it/s]
epoch 0 loss 0.37206:  37%|███▋      | 2098/5632 [11:56<18:11,  3.24it/s]
epoch 0 loss 0.37196:  37%|███▋      | 2098/5632 [11:56<18:11,  3.24it/s]
epoch 0 loss 0.37196:  37%|███▋      | 2099/5632 [11:56<18:13,  3.23it/s]
epoch 0 loss 0.37182:  37%|███▋      | 2099/5632 [11:56<18:13,  3.23it/s]
epoch 0 loss 0.37182:  37%|███▋      | 2100/5632 [11:56<18:15,  3.22it/s]
epoch 0 loss 0.37166:  37%|███▋      | 2100/5632 [11:57<18:15,  3.22it/s]
epoch 0 loss 0.37166:  37%|███▋      | 2101/5632 [11:57<18:16,  3.22it/s]
epoch 0 loss 0.37165:  37%|███▋      | 2101/5632 [11:57<18:16,  3.22it/s]
epoch 0 loss 0.37165:  37%|███▋      | 2102/5632 [11:57<18:11,  3.23it/s]
epoch 0 loss 0.37149:  37%|███▋      | 2102/5632 [11:57<18:11,  3.23it/s]
epoch 0 loss 0.37149:  37%|███▋      | 2103/5632 [11:57<18:10,  3.24it/s]
epoch 0 loss 0.37135:  37%|███▋      | 2103/5632 [11:58<18:10,  3.24it/s]
epoch 0 loss 0.37135:  37%|███▋      | 2104/5632 [11:58<18:10,  3.23it/s]
epoch 0 loss 0.3712:  37%|███▋      | 2104/5632 [11:58<18:10,  3.23it/s] 
epoch 0 loss 0.3712:  37%|███▋      | 2105/5632 [11:58<18:11,  3.23it/s]
epoch 0 loss 0.37104:  37%|███▋      | 2105/5632 [11:58<18:11,  3.23it/s]
epoch 0 loss 0.37104:  37%|███▋      | 2106/5632 [11:58<18:08,  3.24it/s]
epoch 0 loss 0.37087:  37%|███▋      | 2106/5632 [11:59<18:08,  3.24it/s]
epoch 0 loss 0.37087:  37%|███▋      | 2107/5632 [11:59<18:09,  3.23it/s]
epoch 0 loss 0.37073:  37%|███▋      | 2107/5632 [11:59<18:09,  3.23it/s]
epoch 0 loss 0.37073:  37%|███▋      | 2108/5632 [11:59<18:09,  3.23it/s]
epoch 0 loss 0.37057:  37%|███▋      | 2108/5632 [11:59<18:09,  3.23it/s]
epoch 0 loss 0.37057:  37%|███▋      | 2109/5632 [11:59<18:10,  3.23it/s]
epoch 0 loss 0.37043:  37%|███▋      | 2109/5632 [12:00<18:10,  3.23it/s]
epoch 0 loss 0.37043:  37%|███▋      | 2110/5632 [12:00<18:08,  3.23it/s]
epoch 0 loss 0.37033:  37%|███▋      | 2110/5632 [12:00<18:08,  3.23it/s]
epoch 0 loss 0.37033:  37%|███▋      | 2111/5632 [12:00<18:09,  3.23it/s]
epoch 0 loss 0.37023:  37%|███▋      | 2111/5632 [12:00<18:09,  3.23it/s]
epoch 0 loss 0.37023:  38%|███▊      | 2112/5632 [12:00<18:09,  3.23it/s]
epoch 0 loss 0.37014:  38%|███▊      | 2112/5632 [12:00<18:09,  3.23it/s]
epoch 0 loss 0.37014:  38%|███▊      | 2113/5632 [12:00<18:09,  3.23it/s]
epoch 0 loss 0.36997:  38%|███▊      | 2113/5632 [12:01<18:09,  3.23it/s]
epoch 0 loss 0.36997:  38%|███▊      | 2114/5632 [12:01<18:09,  3.23it/s]
epoch 0 loss 0.36981:  38%|███▊      | 2114/5632 [12:01<18:09,  3.23it/s]
epoch 0 loss 0.36981:  38%|███▊      | 2115/5632 [12:01<18:08,  3.23it/s]
epoch 0 loss 0.36966:  38%|███▊      | 2115/5632 [12:01<18:08,  3.23it/s]
epoch 0 loss 0.36966:  38%|███▊      | 2116/5632 [12:01<18:08,  3.23it/s]
epoch 0 loss 0.36951:  38%|███▊      | 2116/5632 [12:02<18:08,  3.23it/s]
epoch 0 loss 0.36951:  38%|███▊      | 2117/5632 [12:02<18:08,  3.23it/s]
epoch 0 loss 0.36934:  38%|███▊      | 2117/5632 [12:02<18:08,  3.23it/s]
epoch 0 loss 0.36934:  38%|███▊      | 2118/5632 [12:02<18:08,  3.23it/s]
epoch 0 loss 0.36927:  38%|███▊      | 2118/5632 [12:02<18:08,  3.23it/s]
epoch 0 loss 0.36927:  38%|███▊      | 2119/5632 [12:02<18:07,  3.23it/s]
epoch 0 loss 0.36918:  38%|███▊      | 2119/5632 [12:03<18:07,  3.23it/s]
epoch 0 loss 0.36918:  38%|███▊      | 2120/5632 [12:03<18:08,  3.23it/s]
epoch 0 loss 0.36904:  38%|███▊      | 2120/5632 [12:04<18:08,  3.23it/s]
epoch 0 loss 0.36904:  38%|███▊      | 2121/5632 [12:04<40:13,  1.45it/s]
epoch 0 loss 0.36889:  38%|███▊      | 2121/5632 [12:05<40:13,  1.45it/s]
epoch 0 loss 0.36889:  38%|███▊      | 2122/5632 [12:05<33:35,  1.74it/s]
epoch 0 loss 0.36878:  38%|███▊      | 2122/5632 [12:05<33:35,  1.74it/s]
epoch 0 loss 0.36878:  38%|███▊      | 2123/5632 [12:05<28:56,  2.02it/s]
epoch 0 loss 0.36874:  38%|███▊      | 2123/5632 [12:05<28:56,  2.02it/s]
epoch 0 loss 0.36874:  38%|███▊      | 2124/5632 [12:05<25:40,  2.28it/s]
epoch 0 loss 0.36857:  38%|███▊      | 2124/5632 [12:05<25:40,  2.28it/s]
epoch 0 loss 0.36857:  38%|███▊      | 2125/5632 [12:05<23:23,  2.50it/s]
epoch 0 loss 0.36847:  38%|███▊      | 2125/5632 [12:06<23:23,  2.50it/s]
epoch 0 loss 0.36847:  38%|███▊      | 2126/5632 [12:06<21:48,  2.68it/s]
epoch 0 loss 0.36831:  38%|███▊      | 2126/5632 [12:06<21:48,  2.68it/s]
epoch 0 loss 0.36831:  38%|███▊      | 2127/5632 [12:06<20:41,  2.82it/s]
epoch 0 loss 0.36815:  38%|███▊      | 2127/5632 [12:06<20:41,  2.82it/s]
epoch 0 loss 0.36815:  38%|███▊      | 2128/5632 [12:06<19:54,  2.93it/s]
epoch 0 loss 0.36799:  38%|███▊      | 2128/5632 [12:07<19:54,  2.93it/s]
epoch 0 loss 0.36799:  38%|███▊      | 2129/5632 [12:07<19:20,  3.02it/s]
epoch 0 loss 0.36783:  38%|███▊      | 2129/5632 [12:07<19:20,  3.02it/s]
epoch 0 loss 0.36783:  38%|███▊      | 2130/5632 [12:07<18:58,  3.08it/s]
epoch 0 loss 0.36772:  38%|███▊      | 2130/5632 [12:07<18:58,  3.08it/s]
epoch 0 loss 0.36772:  38%|███▊      | 2131/5632 [12:07<18:41,  3.12it/s]
epoch 0 loss 0.36756:  38%|███▊      | 2131/5632 [12:08<18:41,  3.12it/s]
epoch 0 loss 0.36756:  38%|███▊      | 2132/5632 [12:08<18:31,  3.15it/s]
epoch 0 loss 0.36741:  38%|███▊      | 2132/5632 [12:08<18:31,  3.15it/s]
epoch 0 loss 0.36741:  38%|███▊      | 2133/5632 [12:08<18:23,  3.17it/s]
epoch 0 loss 0.36725:  38%|███▊      | 2133/5632 [12:08<18:23,  3.17it/s]
epoch 0 loss 0.36725:  38%|███▊      | 2134/5632 [12:08<18:18,  3.18it/s]
epoch 0 loss 0.3672:  38%|███▊      | 2134/5632 [12:09<18:18,  3.18it/s] 
epoch 0 loss 0.3672:  38%|███▊      | 2135/5632 [12:09<18:12,  3.20it/s]
epoch 0 loss 0.36709:  38%|███▊      | 2135/5632 [12:09<18:12,  3.20it/s]
epoch 0 loss 0.36709:  38%|███▊      | 2136/5632 [12:09<18:07,  3.21it/s]
epoch 0 loss 0.36694:  38%|███▊      | 2136/5632 [12:09<18:07,  3.21it/s]
epoch 0 loss 0.36694:  38%|███▊      | 2137/5632 [12:09<18:06,  3.22it/s]
epoch 0 loss 0.36678:  38%|███▊      | 2137/5632 [12:09<18:06,  3.22it/s]
epoch 0 loss 0.36678:  38%|███▊      | 2138/5632 [12:09<18:10,  3.20it/s]
epoch 0 loss 0.36676:  38%|███▊      | 2138/5632 [12:10<18:10,  3.20it/s]
epoch 0 loss 0.36676:  38%|███▊      | 2139/5632 [12:10<18:13,  3.19it/s]
epoch 0 loss 0.3666:  38%|███▊      | 2139/5632 [12:10<18:13,  3.19it/s] 
epoch 0 loss 0.3666:  38%|███▊      | 2140/5632 [12:10<18:09,  3.21it/s]
epoch 0 loss 0.36643:  38%|███▊      | 2140/5632 [12:10<18:09,  3.21it/s]
epoch 0 loss 0.36643:  38%|███▊      | 2141/5632 [12:10<18:21,  3.17it/s]
epoch 0 loss 0.36659:  38%|███▊      | 2141/5632 [12:11<18:21,  3.17it/s]
epoch 0 loss 0.36659:  38%|███▊      | 2142/5632 [12:11<18:11,  3.20it/s]
epoch 0 loss 0.36643:  38%|███▊      | 2142/5632 [12:11<18:11,  3.20it/s]
epoch 0 loss 0.36643:  38%|███▊      | 2143/5632 [12:11<18:06,  3.21it/s]
epoch 0 loss 0.36638:  38%|███▊      | 2143/5632 [12:11<18:06,  3.21it/s]
epoch 0 loss 0.36638:  38%|███▊      | 2144/5632 [12:11<18:04,  3.21it/s]
epoch 0 loss 0.36624:  38%|███▊      | 2144/5632 [12:12<18:04,  3.21it/s]
epoch 0 loss 0.36624:  38%|███▊      | 2145/5632 [12:12<18:03,  3.22it/s]
epoch 0 loss 0.36611:  38%|███▊      | 2145/5632 [12:12<18:03,  3.22it/s]
epoch 0 loss 0.36611:  38%|███▊      | 2146/5632 [12:12<18:02,  3.22it/s]
epoch 0 loss 0.36601:  38%|███▊      | 2146/5632 [12:12<18:02,  3.22it/s]
epoch 0 loss 0.36601:  38%|███▊      | 2147/5632 [12:12<18:00,  3.22it/s]
epoch 0 loss 0.36584:  38%|███▊      | 2147/5632 [12:13<18:00,  3.22it/s]
epoch 0 loss 0.36584:  38%|███▊      | 2148/5632 [12:13<17:59,  3.23it/s]
epoch 0 loss 0.36585:  38%|███▊      | 2148/5632 [12:13<17:59,  3.23it/s]
epoch 0 loss 0.36585:  38%|███▊      | 2149/5632 [12:13<17:58,  3.23it/s]
epoch 0 loss 0.36581:  38%|███▊      | 2149/5632 [12:13<17:58,  3.23it/s]
epoch 0 loss 0.36581:  38%|███▊      | 2150/5632 [12:13<17:58,  3.23it/s]
epoch 0 loss 0.36569:  38%|███▊      | 2150/5632 [12:14<17:58,  3.23it/s]
epoch 0 loss 0.36569:  38%|███▊      | 2151/5632 [12:14<17:57,  3.23it/s]
epoch 0 loss 0.36555:  38%|███▊      | 2151/5632 [12:14<17:57,  3.23it/s]
epoch 0 loss 0.36555:  38%|███▊      | 2152/5632 [12:14<17:56,  3.23it/s]
epoch 0 loss 0.3654:  38%|███▊      | 2152/5632 [12:14<17:56,  3.23it/s] 
epoch 0 loss 0.3654:  38%|███▊      | 2153/5632 [12:14<17:56,  3.23it/s]
epoch 0 loss 0.36537:  38%|███▊      | 2153/5632 [12:14<17:56,  3.23it/s]
epoch 0 loss 0.36537:  38%|███▊      | 2154/5632 [12:14<17:55,  3.23it/s]
epoch 0 loss 0.36521:  38%|███▊      | 2154/5632 [12:15<17:55,  3.23it/s]
epoch 0 loss 0.36521:  38%|███▊      | 2155/5632 [12:15<17:56,  3.23it/s]
epoch 0 loss 0.36506:  38%|███▊      | 2155/5632 [12:15<17:56,  3.23it/s]
epoch 0 loss 0.36506:  38%|███▊      | 2156/5632 [12:15<17:55,  3.23it/s]
epoch 0 loss 0.3649:  38%|███▊      | 2156/5632 [12:15<17:55,  3.23it/s] 
epoch 0 loss 0.3649:  38%|███▊      | 2157/5632 [12:15<17:55,  3.23it/s]
epoch 0 loss 0.36488:  38%|███▊      | 2157/5632 [12:16<17:55,  3.23it/s]
epoch 0 loss 0.36488:  38%|███▊      | 2158/5632 [12:16<17:54,  3.23it/s]
epoch 0 loss 0.36472:  38%|███▊      | 2158/5632 [12:16<17:54,  3.23it/s]
epoch 0 loss 0.36472:  38%|███▊      | 2159/5632 [12:16<17:53,  3.24it/s]
epoch 0 loss 0.36456:  38%|███▊      | 2159/5632 [12:16<17:53,  3.24it/s]
epoch 0 loss 0.36456:  38%|███▊      | 2160/5632 [12:16<17:53,  3.23it/s]
epoch 0 loss 0.36462:  38%|███▊      | 2160/5632 [12:17<17:53,  3.23it/s]
epoch 0 loss 0.36462:  38%|███▊      | 2161/5632 [12:17<17:53,  3.23it/s]
epoch 0 loss 0.36454:  38%|███▊      | 2161/5632 [12:17<17:53,  3.23it/s]
epoch 0 loss 0.36454:  38%|███▊      | 2162/5632 [12:17<17:53,  3.23it/s]
epoch 0 loss 0.3647:  38%|███▊      | 2162/5632 [12:17<17:53,  3.23it/s] 
epoch 0 loss 0.3647:  38%|███▊      | 2163/5632 [12:17<17:52,  3.23it/s]
epoch 0 loss 0.36454:  38%|███▊      | 2163/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36454:  38%|███▊      | 2164/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36439:  38%|███▊      | 2164/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36439:  38%|███▊      | 2165/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36432:  38%|███▊      | 2165/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36432:  38%|███▊      | 2166/5632 [12:18<17:52,  3.23it/s]
epoch 0 loss 0.36427:  38%|███▊      | 2166/5632 [12:19<17:52,  3.23it/s]
epoch 0 loss 0.36427:  38%|███▊      | 2167/5632 [12:19<35:10,  1.64it/s]
epoch 0 loss 0.36413:  38%|███▊      | 2167/5632 [12:20<35:10,  1.64it/s]
epoch 0 loss 0.36413:  38%|███▊      | 2168/5632 [12:20<29:59,  1.93it/s]
epoch 0 loss 0.36402:  38%|███▊      | 2168/5632 [12:20<29:59,  1.93it/s]
epoch 0 loss 0.36402:  39%|███▊      | 2169/5632 [12:20<26:20,  2.19it/s]
epoch 0 loss 0.36394:  39%|███▊      | 2169/5632 [12:20<26:20,  2.19it/s]
epoch 0 loss 0.36394:  39%|███▊      | 2170/5632 [12:20<23:46,  2.43it/s]
epoch 0 loss 0.36387:  39%|███▊      | 2170/5632 [12:21<23:46,  2.43it/s]
epoch 0 loss 0.36387:  39%|███▊      | 2171/5632 [12:21<21:59,  2.62it/s]
epoch 0 loss 0.36387:  39%|███▊      | 2171/5632 [12:21<21:59,  2.62it/s]
epoch 0 loss 0.36387:  39%|███▊      | 2172/5632 [12:21<20:44,  2.78it/s]
epoch 0 loss 0.36372:  39%|███▊      | 2172/5632 [12:21<20:44,  2.78it/s]
epoch 0 loss 0.36372:  39%|███▊      | 2173/5632 [12:21<19:52,  2.90it/s]
epoch 0 loss 0.36359:  39%|███▊      | 2173/5632 [12:22<19:52,  2.90it/s]
epoch 0 loss 0.36359:  39%|███▊      | 2174/5632 [12:22<19:15,  2.99it/s]
epoch 0 loss 0.36345:  39%|███▊      | 2174/5632 [12:22<19:15,  2.99it/s]
epoch 0 loss 0.36345:  39%|███▊      | 2175/5632 [12:22<18:49,  3.06it/s]
epoch 0 loss 0.36334:  39%|███▊      | 2175/5632 [12:22<18:49,  3.06it/s]
epoch 0 loss 0.36334:  39%|███▊      | 2176/5632 [12:22<18:32,  3.11it/s]
epoch 0 loss 0.36319:  39%|███▊      | 2176/5632 [12:23<18:32,  3.11it/s]
epoch 0 loss 0.36319:  39%|███▊      | 2177/5632 [12:23<18:18,  3.15it/s]
epoch 0 loss 0.36304:  39%|███▊      | 2177/5632 [12:23<18:18,  3.15it/s]
epoch 0 loss 0.36304:  39%|███▊      | 2178/5632 [12:23<18:09,  3.17it/s]
epoch 0 loss 0.3629:  39%|███▊      | 2178/5632 [12:23<18:09,  3.17it/s] 
epoch 0 loss 0.3629:  39%|███▊      | 2179/5632 [12:23<18:02,  3.19it/s]
epoch 0 loss 0.36281:  39%|███▊      | 2179/5632 [12:23<18:02,  3.19it/s]
epoch 0 loss 0.36281:  39%|███▊      | 2180/5632 [12:24<17:58,  3.20it/s]
epoch 0 loss 0.36266:  39%|███▊      | 2180/5632 [12:24<17:58,  3.20it/s]
epoch 0 loss 0.36266:  39%|███▊      | 2181/5632 [12:24<17:55,  3.21it/s]
epoch 0 loss 0.36251:  39%|███▊      | 2181/5632 [12:24<17:55,  3.21it/s]
epoch 0 loss 0.36251:  39%|███▊      | 2182/5632 [12:24<17:52,  3.22it/s]
epoch 0 loss 0.36237:  39%|███▊      | 2182/5632 [12:24<17:52,  3.22it/s]
epoch 0 loss 0.36237:  39%|███▉      | 2183/5632 [12:24<17:50,  3.22it/s]
epoch 0 loss 0.3623:  39%|███▉      | 2183/5632 [12:25<17:50,  3.22it/s] 
epoch 0 loss 0.3623:  39%|███▉      | 2184/5632 [12:25<17:48,  3.23it/s]
epoch 0 loss 0.36222:  39%|███▉      | 2184/5632 [12:25<17:48,  3.23it/s]
epoch 0 loss 0.36222:  39%|███▉      | 2185/5632 [12:25<17:48,  3.23it/s]
epoch 0 loss 0.36214:  39%|███▉      | 2185/5632 [12:25<17:48,  3.23it/s]
epoch 0 loss 0.36214:  39%|███▉      | 2186/5632 [12:25<17:47,  3.23it/s]
epoch 0 loss 0.36201:  39%|███▉      | 2186/5632 [12:26<17:47,  3.23it/s]
epoch 0 loss 0.36201:  39%|███▉      | 2187/5632 [12:26<17:46,  3.23it/s]
epoch 0 loss 0.36186:  39%|███▉      | 2187/5632 [12:26<17:46,  3.23it/s]
epoch 0 loss 0.36186:  39%|███▉      | 2188/5632 [12:26<17:46,  3.23it/s]
epoch 0 loss 0.36172:  39%|███▉      | 2188/5632 [12:26<17:46,  3.23it/s]
epoch 0 loss 0.36172:  39%|███▉      | 2189/5632 [12:26<17:44,  3.23it/s]
epoch 0 loss 0.36171:  39%|███▉      | 2189/5632 [12:27<17:44,  3.23it/s]
epoch 0 loss 0.36171:  39%|███▉      | 2190/5632 [12:27<17:45,  3.23it/s]
epoch 0 loss 0.36155:  39%|███▉      | 2190/5632 [12:27<17:45,  3.23it/s]
epoch 0 loss 0.36155:  39%|███▉      | 2191/5632 [12:27<17:44,  3.23it/s]
epoch 0 loss 0.3614:  39%|███▉      | 2191/5632 [12:27<17:44,  3.23it/s] 
epoch 0 loss 0.3614:  39%|███▉      | 2192/5632 [12:27<17:45,  3.23it/s]
epoch 0 loss 0.36128:  39%|███▉      | 2192/5632 [12:28<17:45,  3.23it/s]
epoch 0 loss 0.36128:  39%|███▉      | 2193/5632 [12:28<17:44,  3.23it/s]
epoch 0 loss 0.36122:  39%|███▉      | 2193/5632 [12:28<17:44,  3.23it/s]
epoch 0 loss 0.36122:  39%|███▉      | 2194/5632 [12:28<17:45,  3.23it/s]
epoch 0 loss 0.36106:  39%|███▉      | 2194/5632 [12:28<17:45,  3.23it/s]
epoch 0 loss 0.36106:  39%|███▉      | 2195/5632 [12:28<17:44,  3.23it/s]
epoch 0 loss 0.36091:  39%|███▉      | 2195/5632 [12:28<17:44,  3.23it/s]
epoch 0 loss 0.36091:  39%|███▉      | 2196/5632 [12:28<17:42,  3.23it/s]
epoch 0 loss 0.36079:  39%|███▉      | 2196/5632 [12:29<17:42,  3.23it/s]
epoch 0 loss 0.36079:  39%|███▉      | 2197/5632 [12:29<17:43,  3.23it/s]
epoch 0 loss 0.36072:  39%|███▉      | 2197/5632 [12:29<17:43,  3.23it/s]
epoch 0 loss 0.36072:  39%|███▉      | 2198/5632 [12:29<17:42,  3.23it/s]
epoch 0 loss 0.36062:  39%|███▉      | 2198/5632 [12:29<17:42,  3.23it/s]
epoch 0 loss 0.36062:  39%|███▉      | 2199/5632 [12:29<17:46,  3.22it/s]
epoch 0 loss 0.36063:  39%|███▉      | 2199/5632 [12:30<17:46,  3.22it/s]
epoch 0 loss 0.36063:  39%|███▉      | 2200/5632 [12:30<17:47,  3.22it/s]
epoch 0 loss 0.36049:  39%|███▉      | 2200/5632 [12:30<17:47,  3.22it/s]
epoch 0 loss 0.36049:  39%|███▉      | 2201/5632 [12:30<17:42,  3.23it/s]
epoch 0 loss 0.36048:  39%|███▉      | 2201/5632 [12:30<17:42,  3.23it/s]
epoch 0 loss 0.36048:  39%|███▉      | 2202/5632 [12:30<17:44,  3.22it/s]
epoch 0 loss 0.36034:  39%|███▉      | 2202/5632 [12:31<17:44,  3.22it/s]
epoch 0 loss 0.36034:  39%|███▉      | 2203/5632 [12:31<17:47,  3.21it/s]
epoch 0 loss 0.36019:  39%|███▉      | 2203/5632 [12:31<17:47,  3.21it/s]
epoch 0 loss 0.36019:  39%|███▉      | 2204/5632 [12:31<17:45,  3.22it/s]
epoch 0 loss 0.36004:  39%|███▉      | 2204/5632 [12:31<17:45,  3.22it/s]
epoch 0 loss 0.36004:  39%|███▉      | 2205/5632 [12:31<17:43,  3.22it/s]
epoch 0 loss 0.35998:  39%|███▉      | 2205/5632 [12:32<17:43,  3.22it/s]
epoch 0 loss 0.35998:  39%|███▉      | 2206/5632 [12:32<17:47,  3.21it/s]
epoch 0 loss 0.35984:  39%|███▉      | 2206/5632 [12:32<17:47,  3.21it/s]
epoch 0 loss 0.35984:  39%|███▉      | 2207/5632 [12:32<17:41,  3.23it/s]
epoch 0 loss 0.35973:  39%|███▉      | 2207/5632 [12:32<17:41,  3.23it/s]
epoch 0 loss 0.35973:  39%|███▉      | 2208/5632 [12:32<17:41,  3.22it/s]
epoch 0 loss 0.35959:  39%|███▉      | 2208/5632 [12:32<17:41,  3.22it/s]
epoch 0 loss 0.35959:  39%|███▉      | 2209/5632 [12:32<17:41,  3.22it/s]
epoch 0 loss 0.35994:  39%|███▉      | 2209/5632 [12:33<17:41,  3.22it/s]
epoch 0 loss 0.35994:  39%|███▉      | 2210/5632 [12:33<17:42,  3.22it/s]
epoch 0 loss 0.35992:  39%|███▉      | 2210/5632 [12:33<17:42,  3.22it/s]
epoch 0 loss 0.35992:  39%|███▉      | 2211/5632 [12:33<17:41,  3.22it/s]
epoch 0 loss 0.35999:  39%|███▉      | 2211/5632 [12:33<17:41,  3.22it/s]
epoch 0 loss 0.35999:  39%|███▉      | 2212/5632 [12:33<17:41,  3.22it/s]
epoch 0 loss 0.35984:  39%|███▉      | 2212/5632 [12:35<17:41,  3.22it/s]
epoch 0 loss 0.35984:  39%|███▉      | 2213/5632 [12:35<34:09,  1.67it/s]
epoch 0 loss 0.35969:  39%|███▉      | 2213/5632 [12:35<34:09,  1.67it/s]
epoch 0 loss 0.35969:  39%|███▉      | 2214/5632 [12:35<29:13,  1.95it/s]
epoch 0 loss 0.35962:  39%|███▉      | 2214/5632 [12:35<29:13,  1.95it/s]
epoch 0 loss 0.35962:  39%|███▉      | 2215/5632 [12:35<25:44,  2.21it/s]
epoch 0 loss 0.35956:  39%|███▉      | 2215/5632 [12:36<25:44,  2.21it/s]
epoch 0 loss 0.35956:  39%|███▉      | 2216/5632 [12:36<23:22,  2.44it/s]
epoch 0 loss 0.35941:  39%|███▉      | 2216/5632 [12:36<23:22,  2.44it/s]
epoch 0 loss 0.35941:  39%|███▉      | 2217/5632 [12:36<21:37,  2.63it/s]
epoch 0 loss 0.35938:  39%|███▉      | 2217/5632 [12:36<21:37,  2.63it/s]
epoch 0 loss 0.35938:  39%|███▉      | 2218/5632 [12:36<20:21,  2.79it/s]
epoch 0 loss 0.35924:  39%|███▉      | 2218/5632 [12:37<20:21,  2.79it/s]
epoch 0 loss 0.35924:  39%|███▉      | 2219/5632 [12:37<19:29,  2.92it/s]
epoch 0 loss 0.35909:  39%|███▉      | 2219/5632 [12:37<19:29,  2.92it/s]
epoch 0 loss 0.35909:  39%|███▉      | 2220/5632 [12:37<18:55,  3.00it/s]
epoch 0 loss 0.359:  39%|███▉      | 2220/5632 [12:37<18:55,  3.00it/s]  
epoch 0 loss 0.359:  39%|███▉      | 2221/5632 [12:37<18:37,  3.05it/s]
epoch 0 loss 0.35885:  39%|███▉      | 2221/5632 [12:37<18:37,  3.05it/s]
epoch 0 loss 0.35885:  39%|███▉      | 2222/5632 [12:37<18:19,  3.10it/s]
epoch 0 loss 0.35874:  39%|███▉      | 2222/5632 [12:38<18:19,  3.10it/s]
epoch 0 loss 0.35874:  39%|███▉      | 2223/5632 [12:38<18:11,  3.12it/s]
epoch 0 loss 0.35859:  39%|███▉      | 2223/5632 [12:38<18:11,  3.12it/s]
epoch 0 loss 0.35859:  39%|███▉      | 2224/5632 [12:38<18:00,  3.15it/s]
epoch 0 loss 0.35844:  39%|███▉      | 2224/5632 [12:38<18:00,  3.15it/s]
epoch 0 loss 0.35844:  40%|███▉      | 2225/5632 [12:38<17:53,  3.17it/s]
epoch 0 loss 0.35829:  40%|███▉      | 2225/5632 [12:39<17:53,  3.17it/s]
epoch 0 loss 0.35829:  40%|███▉      | 2226/5632 [12:39<17:48,  3.19it/s]
epoch 0 loss 0.35814:  40%|███▉      | 2226/5632 [12:39<17:48,  3.19it/s]
epoch 0 loss 0.35814:  40%|███▉      | 2227/5632 [12:39<17:43,  3.20it/s]
epoch 0 loss 0.35799:  40%|███▉      | 2227/5632 [12:39<17:43,  3.20it/s]
epoch 0 loss 0.35799:  40%|███▉      | 2228/5632 [12:39<17:40,  3.21it/s]
epoch 0 loss 0.35794:  40%|███▉      | 2228/5632 [12:40<17:40,  3.21it/s]
epoch 0 loss 0.35794:  40%|███▉      | 2229/5632 [12:40<17:36,  3.22it/s]
epoch 0 loss 0.35779:  40%|███▉      | 2229/5632 [12:40<17:36,  3.22it/s]
epoch 0 loss 0.35779:  40%|███▉      | 2230/5632 [12:40<17:32,  3.23it/s]
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epoch 0 loss 0.3578:  40%|███▉      | 2231/5632 [12:40<17:32,  3.23it/s]
epoch 0 loss 0.35765:  40%|███▉      | 2231/5632 [12:41<17:32,  3.23it/s]
epoch 0 loss 0.35765:  40%|███▉      | 2232/5632 [12:41<17:33,  3.23it/s]
epoch 0 loss 0.35751:  40%|███▉      | 2232/5632 [12:41<17:33,  3.23it/s]
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epoch 0 loss 0.35738:  40%|███▉      | 2234/5632 [12:41<17:32,  3.23it/s]
epoch 0 loss 0.35734:  40%|███▉      | 2234/5632 [12:42<17:32,  3.23it/s]
epoch 0 loss 0.35734:  40%|███▉      | 2235/5632 [12:42<17:31,  3.23it/s]
epoch 0 loss 0.35719:  40%|███▉      | 2235/5632 [12:42<17:31,  3.23it/s]
epoch 0 loss 0.35719:  40%|███▉      | 2236/5632 [12:42<17:30,  3.23it/s]
epoch 0 loss 0.35705:  40%|███▉      | 2236/5632 [12:42<17:30,  3.23it/s]
epoch 0 loss 0.35705:  40%|███▉      | 2237/5632 [12:42<17:29,  3.23it/s]
epoch 0 loss 0.35703:  40%|███▉      | 2237/5632 [12:42<17:29,  3.23it/s]
epoch 0 loss 0.35703:  40%|███▉      | 2238/5632 [12:42<17:29,  3.23it/s]
epoch 0 loss 0.35689:  40%|███▉      | 2238/5632 [12:43<17:29,  3.23it/s]
epoch 0 loss 0.35689:  40%|███▉      | 2239/5632 [12:43<17:29,  3.23it/s]
epoch 0 loss 0.35692:  40%|███▉      | 2239/5632 [12:43<17:29,  3.23it/s]
epoch 0 loss 0.35692:  40%|███▉      | 2240/5632 [12:43<17:30,  3.23it/s]
epoch 0 loss 0.35678:  40%|███▉      | 2240/5632 [12:43<17:30,  3.23it/s]
epoch 0 loss 0.35678:  40%|███▉      | 2241/5632 [12:43<17:30,  3.23it/s]
epoch 0 loss 0.35664:  40%|███▉      | 2241/5632 [12:44<17:30,  3.23it/s]
epoch 0 loss 0.35664:  40%|███▉      | 2242/5632 [12:44<17:30,  3.23it/s]
epoch 0 loss 0.35649:  40%|███▉      | 2242/5632 [12:44<17:30,  3.23it/s]
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epoch 0 loss 0.3562:  40%|███▉      | 2247/5632 [12:45<17:28,  3.23it/s]
epoch 0 loss 0.35606:  40%|███▉      | 2247/5632 [12:46<17:28,  3.23it/s]
epoch 0 loss 0.35606:  40%|███▉      | 2248/5632 [12:46<17:27,  3.23it/s]
epoch 0 loss 0.35591:  40%|███▉      | 2248/5632 [12:46<17:27,  3.23it/s]
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epoch 0 loss 0.35548:  40%|███▉      | 2251/5632 [12:47<17:26,  3.23it/s]
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epoch 0 loss 0.35543:  40%|████      | 2254/5632 [12:48<17:26,  3.23it/s]
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epoch 0 loss 0.3554:  40%|████      | 2256/5632 [12:48<17:26,  3.23it/s]
epoch 0 loss 0.35546:  40%|████      | 2256/5632 [12:48<17:26,  3.23it/s]
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epoch 0 loss 0.35543:  40%|████      | 2257/5632 [12:50<17:25,  3.23it/s]
epoch 0 loss 0.35543:  40%|████      | 2258/5632 [12:50<37:38,  1.49it/s]
epoch 0 loss 0.35528:  40%|████      | 2258/5632 [12:50<37:38,  1.49it/s]
epoch 0 loss 0.35528:  40%|████      | 2259/5632 [12:50<31:32,  1.78it/s]
epoch 0 loss 0.35513:  40%|████      | 2259/5632 [12:50<31:32,  1.78it/s]
epoch 0 loss 0.35513:  40%|████      | 2260/5632 [12:50<27:17,  2.06it/s]
epoch 0 loss 0.35501:  40%|████      | 2260/5632 [12:51<27:17,  2.06it/s]
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epoch 0 loss 0.35486:  40%|████      | 2261/5632 [12:51<24:18,  2.31it/s]
epoch 0 loss 0.35486:  40%|████      | 2262/5632 [12:51<22:13,  2.53it/s]
epoch 0 loss 0.35471:  40%|████      | 2262/5632 [12:51<22:13,  2.53it/s]
epoch 0 loss 0.35471:  40%|████      | 2263/5632 [12:51<20:45,  2.70it/s]
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epoch 0 loss 0.3547:  40%|████      | 2264/5632 [12:52<19:44,  2.84it/s]
epoch 0 loss 0.35459:  40%|████      | 2264/5632 [12:52<19:44,  2.84it/s]
epoch 0 loss 0.35459:  40%|████      | 2265/5632 [12:52<19:01,  2.95it/s]
epoch 0 loss 0.35446:  40%|████      | 2265/5632 [12:52<19:01,  2.95it/s]
epoch 0 loss 0.35446:  40%|████      | 2266/5632 [12:52<18:31,  3.03it/s]
epoch 0 loss 0.35437:  40%|████      | 2266/5632 [12:53<18:31,  3.03it/s]
epoch 0 loss 0.35437:  40%|████      | 2267/5632 [12:53<18:10,  3.09it/s]
epoch 0 loss 0.35423:  40%|████      | 2267/5632 [12:53<18:10,  3.09it/s]
epoch 0 loss 0.35423:  40%|████      | 2268/5632 [12:53<17:56,  3.13it/s]
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epoch 0 loss 0.35411:  40%|████      | 2269/5632 [12:53<17:45,  3.16it/s]
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epoch 0 loss 0.35397:  40%|████      | 2270/5632 [12:54<17:37,  3.18it/s]
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epoch 0 loss 0.35383:  40%|████      | 2271/5632 [12:54<17:32,  3.19it/s]
epoch 0 loss 0.35381:  40%|████      | 2271/5632 [12:54<17:32,  3.19it/s]
epoch 0 loss 0.35381:  40%|████      | 2272/5632 [12:54<17:30,  3.20it/s]
epoch 0 loss 0.35367:  40%|████      | 2272/5632 [12:54<17:30,  3.20it/s]
epoch 0 loss 0.35367:  40%|████      | 2273/5632 [12:54<17:27,  3.21it/s]
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epoch 0 loss 0.35377:  40%|████      | 2275/5632 [12:55<17:23,  3.22it/s]
epoch 0 loss 0.35375:  40%|████      | 2275/5632 [12:55<17:23,  3.22it/s]
epoch 0 loss 0.35375:  40%|████      | 2276/5632 [12:55<17:23,  3.22it/s]
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epoch 0 loss 0.3537:  40%|████      | 2277/5632 [12:56<17:31,  3.19it/s]
epoch 0 loss 0.35364:  40%|████      | 2277/5632 [12:56<17:31,  3.19it/s]
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epoch 0 loss 0.35353:  40%|████      | 2278/5632 [12:56<17:31,  3.19it/s]
epoch 0 loss 0.35353:  40%|████      | 2279/5632 [12:56<17:22,  3.21it/s]
epoch 0 loss 0.35353:  40%|████      | 2279/5632 [12:57<17:22,  3.21it/s]
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epoch 0 loss 0.35341:  40%|████      | 2280/5632 [12:57<17:18,  3.23it/s]
epoch 0 loss 0.35341:  41%|████      | 2281/5632 [12:57<17:18,  3.23it/s]
epoch 0 loss 0.35332:  41%|████      | 2281/5632 [12:57<17:18,  3.23it/s]
epoch 0 loss 0.35332:  41%|████      | 2282/5632 [12:57<17:17,  3.23it/s]
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epoch 0 loss 0.35312:  41%|████      | 2283/5632 [12:58<17:17,  3.23it/s]
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epoch 0 loss 0.35304:  41%|████      | 2284/5632 [12:58<17:16,  3.23it/s]
epoch 0 loss 0.35304:  41%|████      | 2285/5632 [12:58<17:15,  3.23it/s]
epoch 0 loss 0.35295:  41%|████      | 2285/5632 [12:59<17:15,  3.23it/s]
epoch 0 loss 0.35295:  41%|████      | 2286/5632 [12:59<17:14,  3.23it/s]
epoch 0 loss 0.35283:  41%|████      | 2286/5632 [12:59<17:14,  3.23it/s]
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epoch 0 loss 0.35265:  41%|████      | 2288/5632 [12:59<17:16,  3.23it/s]
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epoch 0 loss 0.35252:  41%|████      | 2289/5632 [13:00<17:14,  3.23it/s]
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epoch 0 loss 0.3523:  41%|████      | 2292/5632 [13:00<17:12,  3.23it/s]
epoch 0 loss 0.35222:  41%|████      | 2292/5632 [13:01<17:12,  3.23it/s]
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epoch 0 loss 0.35209:  41%|████      | 2293/5632 [13:01<17:12,  3.23it/s]
epoch 0 loss 0.35209:  41%|████      | 2294/5632 [13:01<17:10,  3.24it/s]
epoch 0 loss 0.35202:  41%|████      | 2294/5632 [13:01<17:10,  3.24it/s]
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epoch 0 loss 0.35175:  41%|████      | 2296/5632 [13:02<17:11,  3.23it/s]
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epoch 0 loss 0.35147:  41%|████      | 2298/5632 [13:04<17:11,  3.23it/s]
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epoch 0 loss 0.35139:  41%|████      | 2299/5632 [13:04<38:27,  1.44it/s]
epoch 0 loss 0.35139:  41%|████      | 2300/5632 [13:04<32:04,  1.73it/s]
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epoch 0 loss 0.35113:  41%|████      | 2301/5632 [13:05<27:35,  2.01it/s]
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epoch 0 loss 0.35102:  41%|████      | 2303/5632 [13:05<22:13,  2.50it/s]
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epoch 0 loss 0.35092:  41%|████      | 2304/5632 [13:05<20:43,  2.68it/s]
epoch 0 loss 0.35077:  41%|████      | 2304/5632 [13:06<20:43,  2.68it/s]
epoch 0 loss 0.35077:  41%|████      | 2305/5632 [13:06<19:43,  2.81it/s]
epoch 0 loss 0.35064:  41%|████      | 2305/5632 [13:06<19:43,  2.81it/s]
epoch 0 loss 0.35064:  41%|████      | 2306/5632 [13:06<19:05,  2.90it/s]
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epoch 0 loss 0.35031:  41%|████      | 2309/5632 [13:07<17:53,  3.10it/s]
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epoch 0 loss 0.35004:  41%|████      | 2310/5632 [13:08<17:37,  3.14it/s]
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epoch 0 loss 0.3499:  41%|████      | 2312/5632 [13:08<17:19,  3.19it/s]
epoch 0 loss 0.34976:  41%|████      | 2312/5632 [13:08<17:19,  3.19it/s]
epoch 0 loss 0.34976:  41%|████      | 2313/5632 [13:08<17:16,  3.20it/s]
epoch 0 loss 0.34962:  41%|████      | 2313/5632 [13:08<17:16,  3.20it/s]
epoch 0 loss 0.34962:  41%|████      | 2314/5632 [13:08<17:13,  3.21it/s]
epoch 0 loss 0.34948:  41%|████      | 2314/5632 [13:09<17:13,  3.21it/s]
epoch 0 loss 0.34948:  41%|████      | 2315/5632 [13:09<17:11,  3.22it/s]
epoch 0 loss 0.34934:  41%|████      | 2315/5632 [13:09<17:11,  3.22it/s]
epoch 0 loss 0.34934:  41%|████      | 2316/5632 [13:09<17:09,  3.22it/s]
epoch 0 loss 0.34921:  41%|████      | 2316/5632 [13:09<17:09,  3.22it/s]
epoch 0 loss 0.34921:  41%|████      | 2317/5632 [13:09<17:08,  3.22it/s]
epoch 0 loss 0.34907:  41%|████      | 2317/5632 [13:10<17:08,  3.22it/s]
epoch 0 loss 0.34907:  41%|████      | 2318/5632 [13:10<17:07,  3.22it/s]
epoch 0 loss 0.34907:  41%|████      | 2318/5632 [13:10<17:07,  3.22it/s]
epoch 0 loss 0.34907:  41%|████      | 2319/5632 [13:10<17:06,  3.23it/s]
epoch 0 loss 0.34904:  41%|████      | 2319/5632 [13:10<17:06,  3.23it/s]
epoch 0 loss 0.34904:  41%|████      | 2320/5632 [13:10<17:06,  3.23it/s]
epoch 0 loss 0.34902:  41%|████      | 2320/5632 [13:11<17:06,  3.23it/s]
epoch 0 loss 0.34902:  41%|████      | 2321/5632 [13:11<17:06,  3.23it/s]
epoch 0 loss 0.34893:  41%|████      | 2321/5632 [13:11<17:06,  3.23it/s]
epoch 0 loss 0.34893:  41%|████      | 2322/5632 [13:11<17:06,  3.23it/s]
epoch 0 loss 0.34889:  41%|████      | 2322/5632 [13:11<17:06,  3.23it/s]
epoch 0 loss 0.34889:  41%|████      | 2323/5632 [13:11<17:05,  3.23it/s]
epoch 0 loss 0.34874:  41%|████      | 2323/5632 [13:12<17:05,  3.23it/s]
epoch 0 loss 0.34874:  41%|████▏     | 2324/5632 [13:12<17:03,  3.23it/s]
epoch 0 loss 0.34862:  41%|████▏     | 2324/5632 [13:12<17:03,  3.23it/s]
epoch 0 loss 0.34862:  41%|████▏     | 2325/5632 [13:12<17:03,  3.23it/s]
epoch 0 loss 0.34847:  41%|████▏     | 2325/5632 [13:12<17:03,  3.23it/s]
epoch 0 loss 0.34847:  41%|████▏     | 2326/5632 [13:12<17:02,  3.23it/s]
epoch 0 loss 0.34834:  41%|████▏     | 2326/5632 [13:12<17:02,  3.23it/s]
epoch 0 loss 0.34834:  41%|████▏     | 2327/5632 [13:12<17:03,  3.23it/s]
epoch 0 loss 0.34831:  41%|████▏     | 2327/5632 [13:13<17:03,  3.23it/s]
epoch 0 loss 0.34831:  41%|████▏     | 2328/5632 [13:13<17:03,  3.23it/s]
epoch 0 loss 0.34826:  41%|████▏     | 2328/5632 [13:13<17:03,  3.23it/s]
epoch 0 loss 0.34826:  41%|████▏     | 2329/5632 [13:13<17:03,  3.23it/s]
epoch 0 loss 0.34812:  41%|████▏     | 2329/5632 [13:13<17:03,  3.23it/s]
epoch 0 loss 0.34812:  41%|████▏     | 2330/5632 [13:13<17:02,  3.23it/s]
epoch 0 loss 0.34809:  41%|████▏     | 2330/5632 [13:14<17:02,  3.23it/s]
epoch 0 loss 0.34809:  41%|████▏     | 2331/5632 [13:14<17:01,  3.23it/s]
epoch 0 loss 0.34796:  41%|████▏     | 2331/5632 [13:14<17:01,  3.23it/s]
epoch 0 loss 0.34796:  41%|████▏     | 2332/5632 [13:14<17:01,  3.23it/s]
epoch 0 loss 0.34788:  41%|████▏     | 2332/5632 [13:14<17:01,  3.23it/s]
epoch 0 loss 0.34788:  41%|████▏     | 2333/5632 [13:14<17:01,  3.23it/s]
epoch 0 loss 0.34783:  41%|████▏     | 2333/5632 [13:15<17:01,  3.23it/s]
epoch 0 loss 0.34783:  41%|████▏     | 2334/5632 [13:15<17:00,  3.23it/s]
epoch 0 loss 0.34769:  41%|████▏     | 2334/5632 [13:15<17:00,  3.23it/s]
epoch 0 loss 0.34769:  41%|████▏     | 2335/5632 [13:15<17:00,  3.23it/s]
epoch 0 loss 0.34755:  41%|████▏     | 2335/5632 [13:15<17:00,  3.23it/s]
epoch 0 loss 0.34755:  41%|████▏     | 2336/5632 [13:15<17:01,  3.23it/s]
epoch 0 loss 0.34741:  41%|████▏     | 2336/5632 [13:16<17:01,  3.23it/s]
epoch 0 loss 0.34741:  41%|████▏     | 2337/5632 [13:16<17:00,  3.23it/s]
epoch 0 loss 0.34727:  41%|████▏     | 2337/5632 [13:16<17:00,  3.23it/s]
epoch 0 loss 0.34727:  42%|████▏     | 2338/5632 [13:16<16:59,  3.23it/s]
epoch 0 loss 0.34713:  42%|████▏     | 2338/5632 [13:16<16:59,  3.23it/s]
epoch 0 loss 0.34713:  42%|████▏     | 2339/5632 [13:16<16:59,  3.23it/s]
epoch 0 loss 0.347:  42%|████▏     | 2339/5632 [13:17<16:59,  3.23it/s]  
epoch 0 loss 0.347:  42%|████▏     | 2340/5632 [13:17<16:58,  3.23it/s]
epoch 0 loss 0.34696:  42%|████▏     | 2340/5632 [13:17<16:58,  3.23it/s]
epoch 0 loss 0.34696:  42%|████▏     | 2341/5632 [13:17<16:58,  3.23it/s]
epoch 0 loss 0.3469:  42%|████▏     | 2341/5632 [13:17<16:58,  3.23it/s] 
epoch 0 loss 0.3469:  42%|████▏     | 2342/5632 [13:17<16:58,  3.23it/s]
epoch 0 loss 0.34676:  42%|████▏     | 2342/5632 [13:17<16:58,  3.23it/s]
epoch 0 loss 0.34676:  42%|████▏     | 2343/5632 [13:17<16:55,  3.24it/s]
epoch 0 loss 0.34662:  42%|████▏     | 2343/5632 [13:19<16:55,  3.24it/s]
epoch 0 loss 0.34662:  42%|████▏     | 2344/5632 [13:19<34:31,  1.59it/s]
epoch 0 loss 0.34648:  42%|████▏     | 2344/5632 [13:19<34:31,  1.59it/s]
epoch 0 loss 0.34648:  42%|████▏     | 2345/5632 [13:19<29:22,  1.86it/s]
epoch 0 loss 0.34635:  42%|████▏     | 2345/5632 [13:19<29:22,  1.86it/s]
epoch 0 loss 0.34635:  42%|████▏     | 2346/5632 [13:19<25:46,  2.13it/s]
epoch 0 loss 0.34621:  42%|████▏     | 2346/5632 [13:20<25:46,  2.13it/s]
epoch 0 loss 0.34621:  42%|████▏     | 2347/5632 [13:20<23:07,  2.37it/s]
epoch 0 loss 0.34608:  42%|████▏     | 2347/5632 [13:20<23:07,  2.37it/s]
epoch 0 loss 0.34608:  42%|████▏     | 2348/5632 [13:20<21:16,  2.57it/s]
epoch 0 loss 0.34601:  42%|████▏     | 2348/5632 [13:20<21:16,  2.57it/s]
epoch 0 loss 0.34601:  42%|████▏     | 2349/5632 [13:20<19:57,  2.74it/s]
epoch 0 loss 0.34588:  42%|████▏     | 2349/5632 [13:21<19:57,  2.74it/s]
epoch 0 loss 0.34588:  42%|████▏     | 2350/5632 [13:21<19:05,  2.87it/s]
epoch 0 loss 0.34575:  42%|████▏     | 2350/5632 [13:21<19:05,  2.87it/s]
epoch 0 loss 0.34575:  42%|████▏     | 2351/5632 [13:21<18:29,  2.96it/s]
epoch 0 loss 0.34561:  42%|████▏     | 2351/5632 [13:21<18:29,  2.96it/s]
epoch 0 loss 0.34561:  42%|████▏     | 2352/5632 [13:21<17:59,  3.04it/s]
epoch 0 loss 0.34548:  42%|████▏     | 2352/5632 [13:22<17:59,  3.04it/s]
epoch 0 loss 0.34548:  42%|████▏     | 2353/5632 [13:22<17:39,  3.10it/s]
epoch 0 loss 0.34558:  42%|████▏     | 2353/5632 [13:22<17:39,  3.10it/s]
epoch 0 loss 0.34558:  42%|████▏     | 2354/5632 [13:22<17:26,  3.13it/s]
epoch 0 loss 0.3457:  42%|████▏     | 2354/5632 [13:22<17:26,  3.13it/s] 
epoch 0 loss 0.3457:  42%|████▏     | 2355/5632 [13:22<17:16,  3.16it/s]
epoch 0 loss 0.34555:  42%|████▏     | 2355/5632 [13:23<17:16,  3.16it/s]
epoch 0 loss 0.34555:  42%|████▏     | 2356/5632 [13:23<17:12,  3.17it/s]
epoch 0 loss 0.34544:  42%|████▏     | 2356/5632 [13:23<17:12,  3.17it/s]
epoch 0 loss 0.34544:  42%|████▏     | 2357/5632 [13:23<17:10,  3.18it/s]
epoch 0 loss 0.3454:  42%|████▏     | 2357/5632 [13:23<17:10,  3.18it/s] 
epoch 0 loss 0.3454:  42%|████▏     | 2358/5632 [13:23<17:10,  3.18it/s]
epoch 0 loss 0.34527:  42%|████▏     | 2358/5632 [13:23<17:10,  3.18it/s]
epoch 0 loss 0.34527:  42%|████▏     | 2359/5632 [13:23<17:04,  3.19it/s]
epoch 0 loss 0.34513:  42%|████▏     | 2359/5632 [13:24<17:04,  3.19it/s]
epoch 0 loss 0.34513:  42%|████▏     | 2360/5632 [13:24<16:58,  3.21it/s]
epoch 0 loss 0.345:  42%|████▏     | 2360/5632 [13:24<16:58,  3.21it/s]  
epoch 0 loss 0.345:  42%|████▏     | 2361/5632 [13:24<17:08,  3.18it/s]
epoch 0 loss 0.34487:  42%|████▏     | 2361/5632 [13:24<17:08,  3.18it/s]
epoch 0 loss 0.34487:  42%|████▏     | 2362/5632 [13:24<17:11,  3.17it/s]
epoch 0 loss 0.34475:  42%|████▏     | 2362/5632 [13:25<17:11,  3.17it/s]
epoch 0 loss 0.34475:  42%|████▏     | 2363/5632 [13:25<17:06,  3.19it/s]
epoch 0 loss 0.34461:  42%|████▏     | 2363/5632 [13:25<17:06,  3.19it/s]
epoch 0 loss 0.34461:  42%|████▏     | 2364/5632 [13:25<17:00,  3.20it/s]
epoch 0 loss 0.34461:  42%|████▏     | 2364/5632 [13:25<17:00,  3.20it/s]
epoch 0 loss 0.34461:  42%|████▏     | 2365/5632 [13:25<16:58,  3.21it/s]
epoch 0 loss 0.34466:  42%|████▏     | 2365/5632 [13:26<16:58,  3.21it/s]
epoch 0 loss 0.34466:  42%|████▏     | 2366/5632 [13:26<16:57,  3.21it/s]
epoch 0 loss 0.34467:  42%|████▏     | 2366/5632 [13:26<16:57,  3.21it/s]
epoch 0 loss 0.34467:  42%|████▏     | 2367/5632 [13:26<16:59,  3.20it/s]
epoch 0 loss 0.34454:  42%|████▏     | 2367/5632 [13:26<16:59,  3.20it/s]
epoch 0 loss 0.34454:  42%|████▏     | 2368/5632 [13:26<17:04,  3.19it/s]
epoch 0 loss 0.34446:  42%|████▏     | 2368/5632 [13:27<17:04,  3.19it/s]
epoch 0 loss 0.34446:  42%|████▏     | 2369/5632 [13:27<17:15,  3.15it/s]
epoch 0 loss 0.3444:  42%|████▏     | 2369/5632 [13:27<17:15,  3.15it/s] 
epoch 0 loss 0.3444:  42%|████▏     | 2370/5632 [13:27<17:12,  3.16it/s]
epoch 0 loss 0.34427:  42%|████▏     | 2370/5632 [13:27<17:12,  3.16it/s]
epoch 0 loss 0.34427:  42%|████▏     | 2371/5632 [13:27<17:05,  3.18it/s]
epoch 0 loss 0.34414:  42%|████▏     | 2371/5632 [13:28<17:05,  3.18it/s]
epoch 0 loss 0.34414:  42%|████▏     | 2372/5632 [13:28<17:06,  3.18it/s]
epoch 0 loss 0.3443:  42%|████▏     | 2372/5632 [13:28<17:06,  3.18it/s] 
epoch 0 loss 0.3443:  42%|████▏     | 2373/5632 [13:28<17:03,  3.18it/s]
epoch 0 loss 0.3442:  42%|████▏     | 2373/5632 [13:28<17:03,  3.18it/s]
epoch 0 loss 0.3442:  42%|████▏     | 2374/5632 [13:28<16:56,  3.21it/s]
epoch 0 loss 0.34407:  42%|████▏     | 2374/5632 [13:29<16:56,  3.21it/s]
epoch 0 loss 0.34407:  42%|████▏     | 2375/5632 [13:29<16:56,  3.20it/s]
epoch 0 loss 0.34394:  42%|████▏     | 2375/5632 [13:29<16:56,  3.20it/s]
epoch 0 loss 0.34394:  42%|████▏     | 2376/5632 [13:29<17:02,  3.18it/s]
epoch 0 loss 0.3438:  42%|████▏     | 2376/5632 [13:29<17:02,  3.18it/s] 
epoch 0 loss 0.3438:  42%|████▏     | 2377/5632 [13:29<17:04,  3.18it/s]
epoch 0 loss 0.34367:  42%|████▏     | 2377/5632 [13:29<17:04,  3.18it/s]
epoch 0 loss 0.34367:  42%|████▏     | 2378/5632 [13:29<17:02,  3.18it/s]
epoch 0 loss 0.34353:  42%|████▏     | 2378/5632 [13:30<17:02,  3.18it/s]
epoch 0 loss 0.34353:  42%|████▏     | 2379/5632 [13:30<16:58,  3.20it/s]
epoch 0 loss 0.3435:  42%|████▏     | 2379/5632 [13:30<16:58,  3.20it/s] 
epoch 0 loss 0.3435:  42%|████▏     | 2380/5632 [13:30<16:53,  3.21it/s]
epoch 0 loss 0.34337:  42%|████▏     | 2380/5632 [13:30<16:53,  3.21it/s]
epoch 0 loss 0.34337:  42%|████▏     | 2381/5632 [13:30<16:53,  3.21it/s]
epoch 0 loss 0.34323:  42%|████▏     | 2381/5632 [13:31<16:53,  3.21it/s]
epoch 0 loss 0.34323:  42%|████▏     | 2382/5632 [13:31<16:48,  3.22it/s]
epoch 0 loss 0.3431:  42%|████▏     | 2382/5632 [13:31<16:48,  3.22it/s] 
epoch 0 loss 0.3431:  42%|████▏     | 2383/5632 [13:31<16:43,  3.24it/s]
epoch 0 loss 0.34297:  42%|████▏     | 2383/5632 [13:31<16:43,  3.24it/s]
epoch 0 loss 0.34297:  42%|████▏     | 2384/5632 [13:31<16:44,  3.23it/s]
epoch 0 loss 0.34284:  42%|████▏     | 2384/5632 [13:32<16:44,  3.23it/s]
epoch 0 loss 0.34284:  42%|████▏     | 2385/5632 [13:32<16:44,  3.23it/s]
epoch 0 loss 0.34278:  42%|████▏     | 2385/5632 [13:32<16:44,  3.23it/s]
epoch 0 loss 0.34278:  42%|████▏     | 2386/5632 [13:32<16:45,  3.23it/s]
epoch 0 loss 0.34264:  42%|████▏     | 2386/5632 [13:32<16:45,  3.23it/s]
epoch 0 loss 0.34264:  42%|████▏     | 2387/5632 [13:32<16:44,  3.23it/s]
epoch 0 loss 0.34251:  42%|████▏     | 2387/5632 [13:33<16:44,  3.23it/s]
epoch 0 loss 0.34251:  42%|████▏     | 2388/5632 [13:33<16:43,  3.23it/s]
epoch 0 loss 0.34238:  42%|████▏     | 2388/5632 [13:33<16:43,  3.23it/s]
epoch 0 loss 0.34238:  42%|████▏     | 2389/5632 [13:33<16:43,  3.23it/s]
epoch 0 loss 0.34225:  42%|████▏     | 2389/5632 [13:35<16:43,  3.23it/s]
epoch 0 loss 0.34225:  42%|████▏     | 2390/5632 [13:35<41:26,  1.30it/s]
epoch 0 loss 0.34219:  42%|████▏     | 2390/5632 [13:35<41:26,  1.30it/s]
epoch 0 loss 0.34219:  42%|████▏     | 2391/5632 [13:35<34:00,  1.59it/s]
epoch 0 loss 0.34209:  42%|████▏     | 2391/5632 [13:35<34:00,  1.59it/s]
epoch 0 loss 0.34209:  42%|████▏     | 2392/5632 [13:35<28:49,  1.87it/s]
epoch 0 loss 0.34196:  42%|████▏     | 2392/5632 [13:36<28:49,  1.87it/s]
epoch 0 loss 0.34196:  42%|████▏     | 2393/5632 [13:36<25:10,  2.14it/s]
epoch 0 loss 0.34191:  42%|████▏     | 2393/5632 [13:36<25:10,  2.14it/s]
epoch 0 loss 0.34191:  43%|████▎     | 2394/5632 [13:36<22:37,  2.38it/s]
epoch 0 loss 0.34184:  43%|████▎     | 2394/5632 [13:36<22:37,  2.38it/s]
epoch 0 loss 0.34184:  43%|████▎     | 2395/5632 [13:36<20:49,  2.59it/s]
epoch 0 loss 0.3417:  43%|████▎     | 2395/5632 [13:37<20:49,  2.59it/s] 
epoch 0 loss 0.3417:  43%|████▎     | 2396/5632 [13:37<19:35,  2.75it/s]
epoch 0 loss 0.34181:  43%|████▎     | 2396/5632 [13:37<19:35,  2.75it/s]
epoch 0 loss 0.34181:  43%|████▎     | 2397/5632 [13:37<18:43,  2.88it/s]
epoch 0 loss 0.34167:  43%|████▎     | 2397/5632 [13:37<18:43,  2.88it/s]
epoch 0 loss 0.34167:  43%|████▎     | 2398/5632 [13:37<18:05,  2.98it/s]
epoch 0 loss 0.34154:  43%|████▎     | 2398/5632 [13:37<18:05,  2.98it/s]
epoch 0 loss 0.34154:  43%|████▎     | 2399/5632 [13:37<17:39,  3.05it/s]
epoch 0 loss 0.34149:  43%|████▎     | 2399/5632 [13:38<17:39,  3.05it/s]
epoch 0 loss 0.34149:  43%|████▎     | 2400/5632 [13:38<17:21,  3.10it/s]
epoch 0 loss 0.34137:  43%|████▎     | 2400/5632 [13:38<17:21,  3.10it/s]
epoch 0 loss 0.34137:  43%|████▎     | 2401/5632 [13:38<17:09,  3.14it/s]
epoch 0 loss 0.34131:  43%|████▎     | 2401/5632 [13:38<17:09,  3.14it/s]
epoch 0 loss 0.34131:  43%|████▎     | 2402/5632 [13:38<17:01,  3.16it/s]
epoch 0 loss 0.3413:  43%|████▎     | 2402/5632 [13:39<17:01,  3.16it/s] 
epoch 0 loss 0.3413:  43%|████▎     | 2403/5632 [13:39<16:53,  3.19it/s]
epoch 0 loss 0.34117:  43%|████▎     | 2403/5632 [13:39<16:53,  3.19it/s]
epoch 0 loss 0.34117:  43%|████▎     | 2404/5632 [13:39<16:48,  3.20it/s]
epoch 0 loss 0.34104:  43%|████▎     | 2404/5632 [13:39<16:48,  3.20it/s]
epoch 0 loss 0.34104:  43%|████▎     | 2405/5632 [13:39<16:44,  3.21it/s]
epoch 0 loss 0.34091:  43%|████▎     | 2405/5632 [13:40<16:44,  3.21it/s]
epoch 0 loss 0.34091:  43%|████▎     | 2406/5632 [13:40<16:42,  3.22it/s]
epoch 0 loss 0.34085:  43%|████▎     | 2406/5632 [13:40<16:42,  3.22it/s]
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epoch 0 loss 0.34079:  43%|████▎     | 2408/5632 [13:40<16:39,  3.22it/s]
epoch 0 loss 0.34067:  43%|████▎     | 2408/5632 [13:41<16:39,  3.22it/s]
epoch 0 loss 0.34067:  43%|████▎     | 2409/5632 [13:41<16:38,  3.23it/s]
epoch 0 loss 0.34054:  43%|████▎     | 2409/5632 [13:41<16:38,  3.23it/s]
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epoch 0 loss 0.34051:  43%|████▎     | 2411/5632 [13:41<16:36,  3.23it/s]
epoch 0 loss 0.34039:  43%|████▎     | 2411/5632 [13:41<16:36,  3.23it/s]
epoch 0 loss 0.34039:  43%|████▎     | 2412/5632 [13:42<16:37,  3.23it/s]
epoch 0 loss 0.34048:  43%|████▎     | 2412/5632 [13:42<16:37,  3.23it/s]
epoch 0 loss 0.34048:  43%|████▎     | 2413/5632 [13:42<16:38,  3.23it/s]
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epoch 0 loss 0.34054:  43%|████▎     | 2414/5632 [13:42<16:40,  3.22it/s]
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epoch 0 loss 0.3404:  43%|████▎     | 2415/5632 [13:42<16:40,  3.22it/s]
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epoch 0 loss 0.34039:  43%|████▎     | 2416/5632 [13:43<16:43,  3.20it/s]
epoch 0 loss 0.34031:  43%|████▎     | 2416/5632 [13:43<16:43,  3.20it/s]
epoch 0 loss 0.34031:  43%|████▎     | 2417/5632 [13:43<16:41,  3.21it/s]
epoch 0 loss 0.34024:  43%|████▎     | 2417/5632 [13:43<16:41,  3.21it/s]
epoch 0 loss 0.34024:  43%|████▎     | 2418/5632 [13:43<16:40,  3.21it/s]
epoch 0 loss 0.34011:  43%|████▎     | 2418/5632 [13:44<16:40,  3.21it/s]
epoch 0 loss 0.34011:  43%|████▎     | 2419/5632 [13:44<16:38,  3.22it/s]
epoch 0 loss 0.33998:  43%|████▎     | 2419/5632 [13:44<16:38,  3.22it/s]
epoch 0 loss 0.33998:  43%|████▎     | 2420/5632 [13:44<16:34,  3.23it/s]
epoch 0 loss 0.33986:  43%|████▎     | 2420/5632 [13:44<16:34,  3.23it/s]
epoch 0 loss 0.33986:  43%|████▎     | 2421/5632 [13:44<16:31,  3.24it/s]
epoch 0 loss 0.33973:  43%|████▎     | 2421/5632 [13:45<16:31,  3.24it/s]
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epoch 0 loss 0.33965:  43%|████▎     | 2423/5632 [13:45<16:27,  3.25it/s]
epoch 0 loss 0.33952:  43%|████▎     | 2423/5632 [13:45<16:27,  3.25it/s]
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epoch 0 loss 0.33944:  43%|████▎     | 2425/5632 [13:46<16:35,  3.22it/s]
epoch 0 loss 0.33944:  43%|████▎     | 2426/5632 [13:46<16:35,  3.22it/s]
epoch 0 loss 0.33952:  43%|████▎     | 2426/5632 [13:46<16:35,  3.22it/s]
epoch 0 loss 0.33952:  43%|████▎     | 2427/5632 [13:46<16:48,  3.18it/s]
epoch 0 loss 0.33938:  43%|████▎     | 2427/5632 [13:46<16:48,  3.18it/s]
epoch 0 loss 0.33938:  43%|████▎     | 2428/5632 [13:46<16:40,  3.20it/s]
epoch 0 loss 0.33925:  43%|████▎     | 2428/5632 [13:47<16:40,  3.20it/s]
epoch 0 loss 0.33925:  43%|████▎     | 2429/5632 [13:47<16:41,  3.20it/s]
epoch 0 loss 0.33911:  43%|████▎     | 2429/5632 [13:47<16:41,  3.20it/s]
epoch 0 loss 0.33911:  43%|████▎     | 2430/5632 [13:47<16:35,  3.22it/s]
epoch 0 loss 0.33899:  43%|████▎     | 2430/5632 [13:47<16:35,  3.22it/s]
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epoch 0 loss 0.33888:  43%|████▎     | 2431/5632 [13:48<16:38,  3.21it/s]
epoch 0 loss 0.33888:  43%|████▎     | 2432/5632 [13:48<16:41,  3.20it/s]
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epoch 0 loss 0.3388:  43%|████▎     | 2433/5632 [13:48<16:40,  3.20it/s]
epoch 0 loss 0.33869:  43%|████▎     | 2433/5632 [13:48<16:40,  3.20it/s]
epoch 0 loss 0.33869:  43%|████▎     | 2434/5632 [13:48<16:47,  3.18it/s]
epoch 0 loss 0.33857:  43%|████▎     | 2434/5632 [13:49<16:47,  3.18it/s]
epoch 0 loss 0.33857:  43%|████▎     | 2435/5632 [13:49<16:43,  3.19it/s]
epoch 0 loss 0.33849:  43%|████▎     | 2435/5632 [13:50<16:43,  3.19it/s]
epoch 0 loss 0.33849:  43%|████▎     | 2436/5632 [13:50<40:31,  1.31it/s]
epoch 0 loss 0.33836:  43%|████▎     | 2436/5632 [13:51<40:31,  1.31it/s]
epoch 0 loss 0.33836:  43%|████▎     | 2437/5632 [13:51<33:23,  1.59it/s]
epoch 0 loss 0.33824:  43%|████▎     | 2437/5632 [13:51<33:23,  1.59it/s]
epoch 0 loss 0.33824:  43%|████▎     | 2438/5632 [13:51<28:22,  1.88it/s]
epoch 0 loss 0.33811:  43%|████▎     | 2438/5632 [13:51<28:22,  1.88it/s]
epoch 0 loss 0.33811:  43%|████▎     | 2439/5632 [13:51<24:57,  2.13it/s]
epoch 0 loss 0.338:  43%|████▎     | 2439/5632 [13:52<24:57,  2.13it/s]  
epoch 0 loss 0.338:  43%|████▎     | 2440/5632 [13:52<22:28,  2.37it/s]
epoch 0 loss 0.33788:  43%|████▎     | 2440/5632 [13:52<22:28,  2.37it/s]
epoch 0 loss 0.33788:  43%|████▎     | 2441/5632 [13:52<20:37,  2.58it/s]
epoch 0 loss 0.33774:  43%|████▎     | 2441/5632 [13:52<20:37,  2.58it/s]
epoch 0 loss 0.33774:  43%|████▎     | 2442/5632 [13:52<19:21,  2.75it/s]
epoch 0 loss 0.33764:  43%|████▎     | 2442/5632 [13:53<19:21,  2.75it/s]
epoch 0 loss 0.33764:  43%|████▎     | 2443/5632 [13:53<18:29,  2.87it/s]
epoch 0 loss 0.33751:  43%|████▎     | 2443/5632 [13:53<18:29,  2.87it/s]
epoch 0 loss 0.33751:  43%|████▎     | 2444/5632 [13:53<17:51,  2.98it/s]
epoch 0 loss 0.33738:  43%|████▎     | 2444/5632 [13:53<17:51,  2.98it/s]
epoch 0 loss 0.33738:  43%|████▎     | 2445/5632 [13:53<17:24,  3.05it/s]
epoch 0 loss 0.33726:  43%|████▎     | 2445/5632 [13:54<17:24,  3.05it/s]
epoch 0 loss 0.33726:  43%|████▎     | 2446/5632 [13:54<17:06,  3.10it/s]
epoch 0 loss 0.33724:  43%|████▎     | 2446/5632 [13:54<17:06,  3.10it/s]
epoch 0 loss 0.33724:  43%|████▎     | 2447/5632 [13:54<16:52,  3.15it/s]
epoch 0 loss 0.33735:  43%|████▎     | 2447/5632 [13:54<16:52,  3.15it/s]
epoch 0 loss 0.33735:  43%|████▎     | 2448/5632 [13:54<16:43,  3.17it/s]
epoch 0 loss 0.33727:  43%|████▎     | 2448/5632 [13:55<16:43,  3.17it/s]
epoch 0 loss 0.33727:  43%|████▎     | 2449/5632 [13:55<16:37,  3.19it/s]
epoch 0 loss 0.3372:  43%|████▎     | 2449/5632 [13:55<16:37,  3.19it/s] 
epoch 0 loss 0.3372:  44%|████▎     | 2450/5632 [13:55<16:33,  3.20it/s]
epoch 0 loss 0.33706:  44%|████▎     | 2450/5632 [13:55<16:33,  3.20it/s]
epoch 0 loss 0.33706:  44%|████▎     | 2451/5632 [13:55<16:29,  3.21it/s]
epoch 0 loss 0.33695:  44%|████▎     | 2451/5632 [13:55<16:29,  3.21it/s]
epoch 0 loss 0.33695:  44%|████▎     | 2452/5632 [13:55<16:28,  3.22it/s]
epoch 0 loss 0.33682:  44%|████▎     | 2452/5632 [13:56<16:28,  3.22it/s]
epoch 0 loss 0.33682:  44%|████▎     | 2453/5632 [13:56<16:26,  3.22it/s]
epoch 0 loss 0.33677:  44%|████▎     | 2453/5632 [13:56<16:26,  3.22it/s]
epoch 0 loss 0.33677:  44%|████▎     | 2454/5632 [13:56<16:24,  3.23it/s]
epoch 0 loss 0.33679:  44%|████▎     | 2454/5632 [13:56<16:24,  3.23it/s]
epoch 0 loss 0.33679:  44%|████▎     | 2455/5632 [13:56<16:23,  3.23it/s]
epoch 0 loss 0.33667:  44%|████▎     | 2455/5632 [13:57<16:23,  3.23it/s]
epoch 0 loss 0.33667:  44%|████▎     | 2456/5632 [13:57<16:24,  3.22it/s]
epoch 0 loss 0.33654:  44%|████▎     | 2456/5632 [13:57<16:24,  3.22it/s]
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epoch 0 loss 0.33647:  44%|████▎     | 2457/5632 [13:57<16:26,  3.22it/s]
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epoch 0 loss 0.33642:  44%|████▎     | 2459/5632 [13:58<16:39,  3.17it/s]
epoch 0 loss 0.33642:  44%|████▎     | 2460/5632 [13:58<16:37,  3.18it/s]
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epoch 0 loss 0.33638:  44%|████▎     | 2461/5632 [13:59<16:32,  3.19it/s]
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epoch 0 loss 0.33627:  44%|████▎     | 2462/5632 [13:59<16:30,  3.20it/s]
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epoch 0 loss 0.33615:  44%|████▎     | 2463/5632 [13:59<16:42,  3.16it/s]
epoch 0 loss 0.33615:  44%|████▍     | 2464/5632 [13:59<16:43,  3.16it/s]
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epoch 0 loss 0.33597:  44%|████▍     | 2465/5632 [14:00<16:34,  3.18it/s]
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epoch 0 loss 0.3359:  44%|████▍     | 2466/5632 [14:00<16:29,  3.20it/s] 
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epoch 0 loss 0.33594:  44%|████▍     | 2467/5632 [14:00<16:34,  3.18it/s]
epoch 0 loss 0.33594:  44%|████▍     | 2468/5632 [14:00<16:27,  3.20it/s]
epoch 0 loss 0.33581:  44%|████▍     | 2468/5632 [14:01<16:27,  3.20it/s]
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epoch 0 loss 0.33519:  44%|████▍     | 2475/5632 [14:03<16:25,  3.20it/s]
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epoch 0 loss 0.3346:  44%|████▍     | 2484/5632 [14:07<23:15,  2.26it/s]
epoch 0 loss 0.33454:  44%|████▍     | 2484/5632 [14:07<23:15,  2.26it/s]
epoch 0 loss 0.33454:  44%|████▍     | 2485/5632 [14:07<21:09,  2.48it/s]
epoch 0 loss 0.33442:  44%|████▍     | 2485/5632 [14:07<21:09,  2.48it/s]
epoch 0 loss 0.33442:  44%|████▍     | 2486/5632 [14:07<19:40,  2.66it/s]
epoch 0 loss 0.33432:  44%|████▍     | 2486/5632 [14:08<19:40,  2.66it/s]
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epoch 0 loss 0.33419:  44%|████▍     | 2487/5632 [14:08<18:37,  2.81it/s]
epoch 0 loss 0.33419:  44%|████▍     | 2488/5632 [14:08<17:53,  2.93it/s]
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epoch 0 loss 0.33389:  44%|████▍     | 2491/5632 [14:09<16:47,  3.12it/s]
epoch 0 loss 0.33389:  44%|████▍     | 2492/5632 [14:09<16:36,  3.15it/s]
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epoch 0 loss 0.33386:  44%|████▍     | 2493/5632 [14:10<16:29,  3.17it/s]
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epoch 0 loss 0.33378:  44%|████▍     | 2494/5632 [14:10<16:23,  3.19it/s]
epoch 0 loss 0.33378:  44%|████▍     | 2495/5632 [14:10<16:19,  3.20it/s]
epoch 0 loss 0.33372:  44%|████▍     | 2495/5632 [14:10<16:19,  3.20it/s]
epoch 0 loss 0.33372:  44%|████▍     | 2496/5632 [14:10<16:17,  3.21it/s]
epoch 0 loss 0.33365:  44%|████▍     | 2496/5632 [14:11<16:17,  3.21it/s]
epoch 0 loss 0.33365:  44%|████▍     | 2497/5632 [14:11<16:14,  3.22it/s]
epoch 0 loss 0.33352:  44%|████▍     | 2497/5632 [14:11<16:14,  3.22it/s]
epoch 0 loss 0.33352:  44%|████▍     | 2498/5632 [14:11<16:12,  3.22it/s]
epoch 0 loss 0.33344:  44%|████▍     | 2498/5632 [14:11<16:12,  3.22it/s]
epoch 0 loss 0.33344:  44%|████▍     | 2499/5632 [14:11<16:10,  3.23it/s]
epoch 0 loss 0.33335:  44%|████▍     | 2499/5632 [14:12<16:10,  3.23it/s]
epoch 0 loss 0.33335:  44%|████▍     | 2500/5632 [14:12<16:09,  3.23it/s]
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epoch 0 loss 0.33311:  44%|████▍     | 2501/5632 [14:12<16:07,  3.24it/s]
epoch 0 loss 0.33311:  44%|████▍     | 2502/5632 [14:12<16:06,  3.24it/s]
epoch 0 loss 0.33301:  44%|████▍     | 2502/5632 [14:13<16:06,  3.24it/s]
epoch 0 loss 0.33301:  44%|████▍     | 2503/5632 [14:13<16:07,  3.23it/s]
epoch 0 loss 0.33292:  44%|████▍     | 2503/5632 [14:13<16:07,  3.23it/s]
epoch 0 loss 0.33292:  44%|████▍     | 2504/5632 [14:13<16:09,  3.23it/s]
epoch 0 loss 0.3329:  44%|████▍     | 2504/5632 [14:13<16:09,  3.23it/s] 
epoch 0 loss 0.3329:  44%|████▍     | 2505/5632 [14:13<16:10,  3.22it/s]
epoch 0 loss 0.33278:  44%|████▍     | 2505/5632 [14:14<16:10,  3.22it/s]
epoch 0 loss 0.33278:  44%|████▍     | 2506/5632 [14:14<16:08,  3.23it/s]
epoch 0 loss 0.33266:  44%|████▍     | 2506/5632 [14:14<16:08,  3.23it/s]
epoch 0 loss 0.33266:  45%|████▍     | 2507/5632 [14:14<16:08,  3.23it/s]
epoch 0 loss 0.33267:  45%|████▍     | 2507/5632 [14:14<16:08,  3.23it/s]
epoch 0 loss 0.33267:  45%|████▍     | 2508/5632 [14:14<16:13,  3.21it/s]
epoch 0 loss 0.33259:  45%|████▍     | 2508/5632 [14:14<16:13,  3.21it/s]
epoch 0 loss 0.33259:  45%|████▍     | 2509/5632 [14:14<16:10,  3.22it/s]
epoch 0 loss 0.33278:  45%|████▍     | 2509/5632 [14:15<16:10,  3.22it/s]
epoch 0 loss 0.33278:  45%|████▍     | 2510/5632 [14:15<16:14,  3.20it/s]
epoch 0 loss 0.33272:  45%|████▍     | 2510/5632 [14:15<16:14,  3.20it/s]
epoch 0 loss 0.33272:  45%|████▍     | 2511/5632 [14:15<16:11,  3.21it/s]
epoch 0 loss 0.33267:  45%|████▍     | 2511/5632 [14:15<16:11,  3.21it/s]
epoch 0 loss 0.33267:  45%|████▍     | 2512/5632 [14:15<16:13,  3.20it/s]
epoch 0 loss 0.33259:  45%|████▍     | 2512/5632 [14:16<16:13,  3.20it/s]
epoch 0 loss 0.33259:  45%|████▍     | 2513/5632 [14:16<16:16,  3.20it/s]
epoch 0 loss 0.33247:  45%|████▍     | 2513/5632 [14:16<16:16,  3.20it/s]
epoch 0 loss 0.33247:  45%|████▍     | 2514/5632 [14:16<16:11,  3.21it/s]
epoch 0 loss 0.33236:  45%|████▍     | 2514/5632 [14:16<16:11,  3.21it/s]
epoch 0 loss 0.33236:  45%|████▍     | 2515/5632 [14:16<16:09,  3.22it/s]
epoch 0 loss 0.33223:  45%|████▍     | 2515/5632 [14:17<16:09,  3.22it/s]
epoch 0 loss 0.33223:  45%|████▍     | 2516/5632 [14:17<16:06,  3.22it/s]
epoch 0 loss 0.33234:  45%|████▍     | 2516/5632 [14:17<16:06,  3.22it/s]
epoch 0 loss 0.33234:  45%|████▍     | 2517/5632 [14:17<16:06,  3.22it/s]
epoch 0 loss 0.33225:  45%|████▍     | 2517/5632 [14:17<16:06,  3.22it/s]
epoch 0 loss 0.33225:  45%|████▍     | 2518/5632 [14:17<16:04,  3.23it/s]
epoch 0 loss 0.33212:  45%|████▍     | 2518/5632 [14:18<16:04,  3.23it/s]
epoch 0 loss 0.33212:  45%|████▍     | 2519/5632 [14:18<16:04,  3.23it/s]
epoch 0 loss 0.33199:  45%|████▍     | 2519/5632 [14:18<16:04,  3.23it/s]
epoch 0 loss 0.33199:  45%|████▍     | 2520/5632 [14:18<16:04,  3.23it/s]
epoch 0 loss 0.332:  45%|████▍     | 2520/5632 [14:18<16:04,  3.23it/s]  
epoch 0 loss 0.332:  45%|████▍     | 2521/5632 [14:18<16:04,  3.23it/s]
epoch 0 loss 0.33188:  45%|████▍     | 2521/5632 [14:20<16:04,  3.23it/s]
epoch 0 loss 0.33188:  45%|████▍     | 2522/5632 [14:20<36:51,  1.41it/s]
epoch 0 loss 0.33177:  45%|████▍     | 2522/5632 [14:20<36:51,  1.41it/s]
epoch 0 loss 0.33177:  45%|████▍     | 2523/5632 [14:20<30:43,  1.69it/s]
epoch 0 loss 0.33175:  45%|████▍     | 2523/5632 [14:20<30:43,  1.69it/s]
epoch 0 loss 0.33175:  45%|████▍     | 2524/5632 [14:20<26:17,  1.97it/s]
epoch 0 loss 0.33197:  45%|████▍     | 2524/5632 [14:21<26:17,  1.97it/s]
epoch 0 loss 0.33197:  45%|████▍     | 2525/5632 [14:21<23:15,  2.23it/s]
epoch 0 loss 0.33185:  45%|████▍     | 2525/5632 [14:21<23:15,  2.23it/s]
epoch 0 loss 0.33185:  45%|████▍     | 2526/5632 [14:21<21:06,  2.45it/s]
epoch 0 loss 0.33175:  45%|████▍     | 2526/5632 [14:21<21:06,  2.45it/s]
epoch 0 loss 0.33175:  45%|████▍     | 2527/5632 [14:21<19:35,  2.64it/s]
epoch 0 loss 0.33167:  45%|████▍     | 2527/5632 [14:22<19:35,  2.64it/s]
epoch 0 loss 0.33167:  45%|████▍     | 2528/5632 [14:22<18:30,  2.79it/s]
epoch 0 loss 0.33161:  45%|████▍     | 2528/5632 [14:22<18:30,  2.79it/s]
epoch 0 loss 0.33161:  45%|████▍     | 2529/5632 [14:22<17:46,  2.91it/s]
epoch 0 loss 0.33152:  45%|████▍     | 2529/5632 [14:22<17:46,  2.91it/s]
epoch 0 loss 0.33152:  45%|████▍     | 2530/5632 [14:22<17:24,  2.97it/s]
epoch 0 loss 0.33144:  45%|████▍     | 2530/5632 [14:23<17:24,  2.97it/s]
epoch 0 loss 0.33144:  45%|████▍     | 2531/5632 [14:23<17:06,  3.02it/s]
epoch 0 loss 0.33134:  45%|████▍     | 2531/5632 [14:23<17:06,  3.02it/s]
epoch 0 loss 0.33134:  45%|████▍     | 2532/5632 [14:23<16:48,  3.07it/s]
epoch 0 loss 0.33121:  45%|████▍     | 2532/5632 [14:23<16:48,  3.07it/s]
epoch 0 loss 0.33121:  45%|████▍     | 2533/5632 [14:23<16:34,  3.12it/s]
epoch 0 loss 0.33109:  45%|████▍     | 2533/5632 [14:24<16:34,  3.12it/s]
epoch 0 loss 0.33109:  45%|████▍     | 2534/5632 [14:24<16:28,  3.14it/s]
epoch 0 loss 0.33109:  45%|████▍     | 2534/5632 [14:24<16:28,  3.14it/s]
epoch 0 loss 0.33109:  45%|████▌     | 2535/5632 [14:24<16:19,  3.16it/s]
epoch 0 loss 0.33096:  45%|████▌     | 2535/5632 [14:24<16:19,  3.16it/s]
epoch 0 loss 0.33096:  45%|████▌     | 2536/5632 [14:24<16:12,  3.18it/s]
epoch 0 loss 0.33085:  45%|████▌     | 2536/5632 [14:25<16:12,  3.18it/s]
epoch 0 loss 0.33085:  45%|████▌     | 2537/5632 [14:25<16:08,  3.20it/s]
epoch 0 loss 0.33074:  45%|████▌     | 2537/5632 [14:25<16:08,  3.20it/s]
epoch 0 loss 0.33074:  45%|████▌     | 2538/5632 [14:25<16:05,  3.20it/s]
epoch 0 loss 0.33062:  45%|████▌     | 2538/5632 [14:25<16:05,  3.20it/s]
epoch 0 loss 0.33062:  45%|████▌     | 2539/5632 [14:25<16:03,  3.21it/s]
epoch 0 loss 0.3305:  45%|████▌     | 2539/5632 [14:25<16:03,  3.21it/s] 
epoch 0 loss 0.3305:  45%|████▌     | 2540/5632 [14:25<16:01,  3.21it/s]
epoch 0 loss 0.33038:  45%|████▌     | 2540/5632 [14:26<16:01,  3.21it/s]
epoch 0 loss 0.33038:  45%|████▌     | 2541/5632 [14:26<15:59,  3.22it/s]
epoch 0 loss 0.33026:  45%|████▌     | 2541/5632 [14:26<15:59,  3.22it/s]
epoch 0 loss 0.33026:  45%|████▌     | 2542/5632 [14:26<15:53,  3.24it/s]
epoch 0 loss 0.33023:  45%|████▌     | 2542/5632 [14:26<15:53,  3.24it/s]
epoch 0 loss 0.33023:  45%|████▌     | 2543/5632 [14:26<15:53,  3.24it/s]
epoch 0 loss 0.33015:  45%|████▌     | 2543/5632 [14:27<15:53,  3.24it/s]
epoch 0 loss 0.33015:  45%|████▌     | 2544/5632 [14:27<15:53,  3.24it/s]
epoch 0 loss 0.33003:  45%|████▌     | 2544/5632 [14:27<15:53,  3.24it/s]
epoch 0 loss 0.33003:  45%|████▌     | 2545/5632 [14:27<15:53,  3.24it/s]
epoch 0 loss 0.32998:  45%|████▌     | 2545/5632 [14:27<15:53,  3.24it/s]
epoch 0 loss 0.32998:  45%|████▌     | 2546/5632 [14:27<15:52,  3.24it/s]
epoch 0 loss 0.32986:  45%|████▌     | 2546/5632 [14:28<15:52,  3.24it/s]
epoch 0 loss 0.32986:  45%|████▌     | 2547/5632 [14:28<15:53,  3.24it/s]
epoch 0 loss 0.32982:  45%|████▌     | 2547/5632 [14:28<15:53,  3.24it/s]
epoch 0 loss 0.32982:  45%|████▌     | 2548/5632 [14:28<15:54,  3.23it/s]
epoch 0 loss 0.3297:  45%|████▌     | 2548/5632 [14:28<15:54,  3.23it/s] 
epoch 0 loss 0.3297:  45%|████▌     | 2549/5632 [14:28<15:54,  3.23it/s]
epoch 0 loss 0.32965:  45%|████▌     | 2549/5632 [14:29<15:54,  3.23it/s]
epoch 0 loss 0.32965:  45%|████▌     | 2550/5632 [14:29<15:52,  3.24it/s]
epoch 0 loss 0.3296:  45%|████▌     | 2550/5632 [14:29<15:52,  3.24it/s] 
epoch 0 loss 0.3296:  45%|████▌     | 2551/5632 [14:29<15:52,  3.24it/s]
epoch 0 loss 0.32953:  45%|████▌     | 2551/5632 [14:29<15:52,  3.24it/s]
epoch 0 loss 0.32953:  45%|████▌     | 2552/5632 [14:29<16:04,  3.19it/s]
epoch 0 loss 0.32941:  45%|████▌     | 2552/5632 [14:29<16:04,  3.19it/s]
epoch 0 loss 0.32941:  45%|████▌     | 2553/5632 [14:29<16:05,  3.19it/s]
epoch 0 loss 0.32949:  45%|████▌     | 2553/5632 [14:30<16:05,  3.19it/s]
epoch 0 loss 0.32949:  45%|████▌     | 2554/5632 [14:30<16:02,  3.20it/s]
epoch 0 loss 0.32941:  45%|████▌     | 2554/5632 [14:30<16:02,  3.20it/s]
epoch 0 loss 0.32941:  45%|████▌     | 2555/5632 [14:30<15:58,  3.21it/s]
epoch 0 loss 0.32928:  45%|████▌     | 2555/5632 [14:30<15:58,  3.21it/s]
epoch 0 loss 0.32928:  45%|████▌     | 2556/5632 [14:30<15:59,  3.21it/s]
epoch 0 loss 0.32927:  45%|████▌     | 2556/5632 [14:31<15:59,  3.21it/s]
epoch 0 loss 0.32927:  45%|████▌     | 2557/5632 [14:31<15:55,  3.22it/s]
epoch 0 loss 0.32917:  45%|████▌     | 2557/5632 [14:31<15:55,  3.22it/s]
epoch 0 loss 0.32917:  45%|████▌     | 2558/5632 [14:31<15:52,  3.23it/s]
epoch 0 loss 0.32905:  45%|████▌     | 2558/5632 [14:31<15:52,  3.23it/s]
epoch 0 loss 0.32905:  45%|████▌     | 2559/5632 [14:31<15:51,  3.23it/s]
epoch 0 loss 0.32892:  45%|████▌     | 2559/5632 [14:32<15:51,  3.23it/s]
epoch 0 loss 0.32892:  45%|████▌     | 2560/5632 [14:32<15:51,  3.23it/s]
epoch 0 loss 0.32883:  45%|████▌     | 2560/5632 [14:32<15:51,  3.23it/s]
epoch 0 loss 0.32883:  45%|████▌     | 2561/5632 [14:32<15:50,  3.23it/s]
epoch 0 loss 0.32873:  45%|████▌     | 2561/5632 [14:32<15:50,  3.23it/s]
epoch 0 loss 0.32873:  45%|████▌     | 2562/5632 [14:32<15:49,  3.23it/s]
epoch 0 loss 0.32861:  45%|████▌     | 2562/5632 [14:33<15:49,  3.23it/s]
epoch 0 loss 0.32861:  46%|████▌     | 2563/5632 [14:33<15:48,  3.24it/s]
epoch 0 loss 0.32848:  46%|████▌     | 2563/5632 [14:33<15:48,  3.24it/s]
epoch 0 loss 0.32848:  46%|████▌     | 2564/5632 [14:33<15:49,  3.23it/s]
epoch 0 loss 0.32836:  46%|████▌     | 2564/5632 [14:33<15:49,  3.23it/s]
epoch 0 loss 0.32836:  46%|████▌     | 2565/5632 [14:33<15:48,  3.23it/s]
epoch 0 loss 0.32824:  46%|████▌     | 2565/5632 [14:34<15:48,  3.23it/s]
epoch 0 loss 0.32824:  46%|████▌     | 2566/5632 [14:34<15:48,  3.23it/s]
epoch 0 loss 0.32811:  46%|████▌     | 2566/5632 [14:35<15:48,  3.23it/s]
epoch 0 loss 0.32811:  46%|████▌     | 2567/5632 [14:35<38:44,  1.32it/s]
epoch 0 loss 0.32808:  46%|████▌     | 2567/5632 [14:36<38:44,  1.32it/s]
epoch 0 loss 0.32808:  46%|████▌     | 2568/5632 [14:36<31:51,  1.60it/s]
epoch 0 loss 0.32796:  46%|████▌     | 2568/5632 [14:36<31:51,  1.60it/s]
epoch 0 loss 0.32796:  46%|████▌     | 2569/5632 [14:36<26:59,  1.89it/s]
epoch 0 loss 0.32791:  46%|████▌     | 2569/5632 [14:36<26:59,  1.89it/s]
epoch 0 loss 0.32791:  46%|████▌     | 2570/5632 [14:36<23:37,  2.16it/s]
epoch 0 loss 0.32778:  46%|████▌     | 2570/5632 [14:37<23:37,  2.16it/s]
epoch 0 loss 0.32778:  46%|████▌     | 2571/5632 [14:37<21:15,  2.40it/s]
epoch 0 loss 0.32773:  46%|████▌     | 2571/5632 [14:37<21:15,  2.40it/s]
epoch 0 loss 0.32773:  46%|████▌     | 2572/5632 [14:37<19:36,  2.60it/s]
epoch 0 loss 0.32761:  46%|████▌     | 2572/5632 [14:37<19:36,  2.60it/s]
epoch 0 loss 0.32761:  46%|████▌     | 2573/5632 [14:37<18:28,  2.76it/s]
epoch 0 loss 0.32763:  46%|████▌     | 2573/5632 [14:37<18:28,  2.76it/s]
epoch 0 loss 0.32763:  46%|████▌     | 2574/5632 [14:37<17:40,  2.88it/s]
epoch 0 loss 0.3275:  46%|████▌     | 2574/5632 [14:38<17:40,  2.88it/s] 
epoch 0 loss 0.3275:  46%|████▌     | 2575/5632 [14:38<17:05,  2.98it/s]
epoch 0 loss 0.3274:  46%|████▌     | 2575/5632 [14:38<17:05,  2.98it/s]
epoch 0 loss 0.3274:  46%|████▌     | 2576/5632 [14:38<16:40,  3.05it/s]
epoch 0 loss 0.32728:  46%|████▌     | 2576/5632 [14:38<16:40,  3.05it/s]
epoch 0 loss 0.32728:  46%|████▌     | 2577/5632 [14:38<16:24,  3.10it/s]
epoch 0 loss 0.32717:  46%|████▌     | 2577/5632 [14:39<16:24,  3.10it/s]
epoch 0 loss 0.32717:  46%|████▌     | 2578/5632 [14:39<16:12,  3.14it/s]
epoch 0 loss 0.32705:  46%|████▌     | 2578/5632 [14:39<16:12,  3.14it/s]
epoch 0 loss 0.32705:  46%|████▌     | 2579/5632 [14:39<16:02,  3.17it/s]
epoch 0 loss 0.32695:  46%|████▌     | 2579/5632 [14:39<16:02,  3.17it/s]
epoch 0 loss 0.32695:  46%|████▌     | 2580/5632 [14:39<15:56,  3.19it/s]
epoch 0 loss 0.32685:  46%|████▌     | 2580/5632 [14:40<15:56,  3.19it/s]
epoch 0 loss 0.32685:  46%|████▌     | 2581/5632 [14:40<16:04,  3.16it/s]
epoch 0 loss 0.32679:  46%|████▌     | 2581/5632 [14:40<16:04,  3.16it/s]
epoch 0 loss 0.32679:  46%|████▌     | 2582/5632 [14:40<16:03,  3.17it/s]
epoch 0 loss 0.32667:  46%|████▌     | 2582/5632 [14:40<16:03,  3.17it/s]
epoch 0 loss 0.32667:  46%|████▌     | 2583/5632 [14:40<15:56,  3.19it/s]
epoch 0 loss 0.32656:  46%|████▌     | 2583/5632 [14:41<15:56,  3.19it/s]
epoch 0 loss 0.32656:  46%|████▌     | 2584/5632 [14:41<15:53,  3.20it/s]
epoch 0 loss 0.32651:  46%|████▌     | 2584/5632 [14:41<15:53,  3.20it/s]
epoch 0 loss 0.32651:  46%|████▌     | 2585/5632 [14:41<15:49,  3.21it/s]
epoch 0 loss 0.32643:  46%|████▌     | 2585/5632 [14:41<15:49,  3.21it/s]
epoch 0 loss 0.32643:  46%|████▌     | 2586/5632 [14:41<15:49,  3.21it/s]
epoch 0 loss 0.32631:  46%|████▌     | 2586/5632 [14:42<15:49,  3.21it/s]
epoch 0 loss 0.32631:  46%|████▌     | 2587/5632 [14:42<15:53,  3.19it/s]
epoch 0 loss 0.32623:  46%|████▌     | 2587/5632 [14:42<15:53,  3.19it/s]
epoch 0 loss 0.32623:  46%|████▌     | 2588/5632 [14:42<15:49,  3.21it/s]
epoch 0 loss 0.32615:  46%|████▌     | 2588/5632 [14:42<15:49,  3.21it/s]
epoch 0 loss 0.32615:  46%|████▌     | 2589/5632 [14:42<15:45,  3.22it/s]
epoch 0 loss 0.32603:  46%|████▌     | 2589/5632 [14:42<15:45,  3.22it/s]
epoch 0 loss 0.32603:  46%|████▌     | 2590/5632 [14:42<15:41,  3.23it/s]
epoch 0 loss 0.32593:  46%|████▌     | 2590/5632 [14:43<15:41,  3.23it/s]
epoch 0 loss 0.32593:  46%|████▌     | 2591/5632 [14:43<15:39,  3.24it/s]
epoch 0 loss 0.3258:  46%|████▌     | 2591/5632 [14:43<15:39,  3.24it/s] 
epoch 0 loss 0.3258:  46%|████▌     | 2592/5632 [14:43<15:39,  3.24it/s]
epoch 0 loss 0.3257:  46%|████▌     | 2592/5632 [14:43<15:39,  3.24it/s]
epoch 0 loss 0.3257:  46%|████▌     | 2593/5632 [14:43<15:37,  3.24it/s]
epoch 0 loss 0.32564:  46%|████▌     | 2593/5632 [14:44<15:37,  3.24it/s]
epoch 0 loss 0.32564:  46%|████▌     | 2594/5632 [14:44<15:34,  3.25it/s]
epoch 0 loss 0.32553:  46%|████▌     | 2594/5632 [14:44<15:34,  3.25it/s]
epoch 0 loss 0.32553:  46%|████▌     | 2595/5632 [14:44<15:38,  3.24it/s]
epoch 0 loss 0.32542:  46%|████▌     | 2595/5632 [14:44<15:38,  3.24it/s]
epoch 0 loss 0.32542:  46%|████▌     | 2596/5632 [14:44<15:41,  3.22it/s]
epoch 0 loss 0.3253:  46%|████▌     | 2596/5632 [14:45<15:41,  3.22it/s] 
epoch 0 loss 0.3253:  46%|████▌     | 2597/5632 [14:45<15:41,  3.22it/s]
epoch 0 loss 0.32524:  46%|████▌     | 2597/5632 [14:45<15:41,  3.22it/s]
epoch 0 loss 0.32524:  46%|████▌     | 2598/5632 [14:45<15:42,  3.22it/s]
epoch 0 loss 0.32526:  46%|████▌     | 2598/5632 [14:45<15:42,  3.22it/s]
epoch 0 loss 0.32526:  46%|████▌     | 2599/5632 [14:45<15:40,  3.22it/s]
epoch 0 loss 0.32514:  46%|████▌     | 2599/5632 [14:46<15:40,  3.22it/s]
epoch 0 loss 0.32514:  46%|████▌     | 2600/5632 [14:46<15:39,  3.23it/s]
epoch 0 loss 0.32502:  46%|████▌     | 2600/5632 [14:46<15:39,  3.23it/s]
epoch 0 loss 0.32502:  46%|████▌     | 2601/5632 [14:46<15:39,  3.23it/s]
epoch 0 loss 0.32491:  46%|████▌     | 2601/5632 [14:46<15:39,  3.23it/s]
epoch 0 loss 0.32491:  46%|████▌     | 2602/5632 [14:46<15:37,  3.23it/s]
epoch 0 loss 0.32478:  46%|████▌     | 2602/5632 [14:46<15:37,  3.23it/s]
epoch 0 loss 0.32478:  46%|████▌     | 2603/5632 [14:46<15:36,  3.23it/s]
epoch 0 loss 0.32474:  46%|████▌     | 2603/5632 [14:47<15:36,  3.23it/s]
epoch 0 loss 0.32474:  46%|████▌     | 2604/5632 [14:47<15:35,  3.24it/s]
epoch 0 loss 0.32462:  46%|████▌     | 2604/5632 [14:47<15:35,  3.24it/s]
epoch 0 loss 0.32462:  46%|████▋     | 2605/5632 [14:47<15:36,  3.23it/s]
epoch 0 loss 0.3245:  46%|████▋     | 2605/5632 [14:47<15:36,  3.23it/s] 
epoch 0 loss 0.3245:  46%|████▋     | 2606/5632 [14:47<15:36,  3.23it/s]
epoch 0 loss 0.32438:  46%|████▋     | 2606/5632 [14:48<15:36,  3.23it/s]
epoch 0 loss 0.32438:  46%|████▋     | 2607/5632 [14:48<15:36,  3.23it/s]
epoch 0 loss 0.32431:  46%|████▋     | 2607/5632 [14:48<15:36,  3.23it/s]
epoch 0 loss 0.32431:  46%|████▋     | 2608/5632 [14:48<15:36,  3.23it/s]
epoch 0 loss 0.3242:  46%|████▋     | 2608/5632 [14:48<15:36,  3.23it/s] 
epoch 0 loss 0.3242:  46%|████▋     | 2609/5632 [14:48<15:36,  3.23it/s]
epoch 0 loss 0.3241:  46%|████▋     | 2609/5632 [14:49<15:36,  3.23it/s]
epoch 0 loss 0.3241:  46%|████▋     | 2610/5632 [14:49<15:35,  3.23it/s]
epoch 0 loss 0.324:  46%|████▋     | 2610/5632 [14:49<15:35,  3.23it/s] 
epoch 0 loss 0.324:  46%|████▋     | 2611/5632 [14:49<15:34,  3.23it/s]
epoch 0 loss 0.32388:  46%|████▋     | 2611/5632 [14:49<15:34,  3.23it/s]
epoch 0 loss 0.32388:  46%|████▋     | 2612/5632 [14:49<15:34,  3.23it/s]
epoch 0 loss 0.32376:  46%|████▋     | 2612/5632 [14:51<15:34,  3.23it/s]
epoch 0 loss 0.32376:  46%|████▋     | 2613/5632 [14:51<32:55,  1.53it/s]
epoch 0 loss 0.32364:  46%|████▋     | 2613/5632 [14:51<32:55,  1.53it/s]
epoch 0 loss 0.32364:  46%|████▋     | 2614/5632 [14:51<27:42,  1.81it/s]
epoch 0 loss 0.32367:  46%|████▋     | 2614/5632 [14:51<27:42,  1.81it/s]
epoch 0 loss 0.32367:  46%|████▋     | 2615/5632 [14:51<24:03,  2.09it/s]
epoch 0 loss 0.32356:  46%|████▋     | 2615/5632 [14:52<24:03,  2.09it/s]
epoch 0 loss 0.32356:  46%|████▋     | 2616/5632 [14:52<21:30,  2.34it/s]
epoch 0 loss 0.3235:  46%|████▋     | 2616/5632 [14:52<21:30,  2.34it/s] 
epoch 0 loss 0.3235:  46%|████▋     | 2617/5632 [14:52<19:42,  2.55it/s]
epoch 0 loss 0.32338:  46%|████▋     | 2617/5632 [14:52<19:42,  2.55it/s]
epoch 0 loss 0.32338:  46%|████▋     | 2618/5632 [14:52<18:27,  2.72it/s]
epoch 0 loss 0.32326:  46%|████▋     | 2618/5632 [14:53<18:27,  2.72it/s]
epoch 0 loss 0.32326:  47%|████▋     | 2619/5632 [14:53<17:34,  2.86it/s]
epoch 0 loss 0.3232:  47%|████▋     | 2619/5632 [14:53<17:34,  2.86it/s] 
epoch 0 loss 0.3232:  47%|████▋     | 2620/5632 [14:53<16:56,  2.96it/s]
epoch 0 loss 0.32309:  47%|████▋     | 2620/5632 [14:53<16:56,  2.96it/s]
epoch 0 loss 0.32309:  47%|████▋     | 2621/5632 [14:53<16:31,  3.04it/s]
epoch 0 loss 0.32302:  47%|████▋     | 2621/5632 [14:54<16:31,  3.04it/s]
epoch 0 loss 0.32302:  47%|████▋     | 2622/5632 [14:54<16:11,  3.10it/s]
epoch 0 loss 0.32296:  47%|████▋     | 2622/5632 [14:54<16:11,  3.10it/s]
epoch 0 loss 0.32296:  47%|████▋     | 2623/5632 [14:54<15:59,  3.13it/s]
epoch 0 loss 0.32285:  47%|████▋     | 2623/5632 [14:54<15:59,  3.13it/s]
epoch 0 loss 0.32285:  47%|████▋     | 2624/5632 [14:54<15:51,  3.16it/s]
epoch 0 loss 0.3228:  47%|████▋     | 2624/5632 [14:54<15:51,  3.16it/s] 
epoch 0 loss 0.3228:  47%|████▋     | 2625/5632 [14:54<15:44,  3.18it/s]
epoch 0 loss 0.32281:  47%|████▋     | 2625/5632 [14:55<15:44,  3.18it/s]
epoch 0 loss 0.32281:  47%|████▋     | 2626/5632 [14:55<15:40,  3.20it/s]
epoch 0 loss 0.3227:  47%|████▋     | 2626/5632 [14:55<15:40,  3.20it/s] 
epoch 0 loss 0.3227:  47%|████▋     | 2627/5632 [14:55<15:36,  3.21it/s]
epoch 0 loss 0.32258:  47%|████▋     | 2627/5632 [14:55<15:36,  3.21it/s]
epoch 0 loss 0.32258:  47%|████▋     | 2628/5632 [14:55<15:34,  3.22it/s]
epoch 0 loss 0.32247:  47%|████▋     | 2628/5632 [14:56<15:34,  3.22it/s]
epoch 0 loss 0.32247:  47%|████▋     | 2629/5632 [14:56<15:33,  3.22it/s]
epoch 0 loss 0.32238:  47%|████▋     | 2629/5632 [14:56<15:33,  3.22it/s]
epoch 0 loss 0.32238:  47%|████▋     | 2630/5632 [14:56<15:33,  3.22it/s]
epoch 0 loss 0.32227:  47%|████▋     | 2630/5632 [14:56<15:33,  3.22it/s]
epoch 0 loss 0.32227:  47%|████▋     | 2631/5632 [14:56<15:30,  3.22it/s]
epoch 0 loss 0.32216:  47%|████▋     | 2631/5632 [14:57<15:30,  3.22it/s]
epoch 0 loss 0.32216:  47%|████▋     | 2632/5632 [14:57<15:30,  3.22it/s]
epoch 0 loss 0.32204:  47%|████▋     | 2632/5632 [14:57<15:30,  3.22it/s]
epoch 0 loss 0.32204:  47%|████▋     | 2633/5632 [14:57<15:30,  3.22it/s]
epoch 0 loss 0.32192:  47%|████▋     | 2633/5632 [14:57<15:30,  3.22it/s]
epoch 0 loss 0.32192:  47%|████▋     | 2634/5632 [14:57<15:26,  3.23it/s]
epoch 0 loss 0.3218:  47%|████▋     | 2634/5632 [14:58<15:26,  3.23it/s] 
epoch 0 loss 0.3218:  47%|████▋     | 2635/5632 [14:58<15:28,  3.23it/s]
epoch 0 loss 0.32173:  47%|████▋     | 2635/5632 [14:58<15:28,  3.23it/s]
epoch 0 loss 0.32173:  47%|████▋     | 2636/5632 [14:58<15:24,  3.24it/s]
epoch 0 loss 0.32174:  47%|████▋     | 2636/5632 [14:58<15:24,  3.24it/s]
epoch 0 loss 0.32174:  47%|████▋     | 2637/5632 [14:58<15:21,  3.25it/s]
epoch 0 loss 0.32166:  47%|████▋     | 2637/5632 [14:58<15:21,  3.25it/s]
epoch 0 loss 0.32166:  47%|████▋     | 2638/5632 [14:58<15:21,  3.25it/s]
epoch 0 loss 0.32167:  47%|████▋     | 2638/5632 [14:59<15:21,  3.25it/s]
epoch 0 loss 0.32167:  47%|████▋     | 2639/5632 [14:59<15:26,  3.23it/s]
epoch 0 loss 0.32171:  47%|████▋     | 2639/5632 [14:59<15:26,  3.23it/s]
epoch 0 loss 0.32171:  47%|████▋     | 2640/5632 [14:59<15:23,  3.24it/s]
epoch 0 loss 0.3216:  47%|████▋     | 2640/5632 [14:59<15:23,  3.24it/s] 
epoch 0 loss 0.3216:  47%|████▋     | 2641/5632 [14:59<15:23,  3.24it/s]
epoch 0 loss 0.3216:  47%|████▋     | 2641/5632 [15:00<15:23,  3.24it/s]
epoch 0 loss 0.3216:  47%|████▋     | 2642/5632 [15:00<15:23,  3.24it/s]
epoch 0 loss 0.32163:  47%|████▋     | 2642/5632 [15:00<15:23,  3.24it/s]
epoch 0 loss 0.32163:  47%|████▋     | 2643/5632 [15:00<15:22,  3.24it/s]
epoch 0 loss 0.32154:  47%|████▋     | 2643/5632 [15:00<15:22,  3.24it/s]
epoch 0 loss 0.32154:  47%|████▋     | 2644/5632 [15:00<15:21,  3.24it/s]
epoch 0 loss 0.32144:  47%|████▋     | 2644/5632 [15:01<15:21,  3.24it/s]
epoch 0 loss 0.32144:  47%|████▋     | 2645/5632 [15:01<15:24,  3.23it/s]
epoch 0 loss 0.32138:  47%|████▋     | 2645/5632 [15:01<15:24,  3.23it/s]
epoch 0 loss 0.32138:  47%|████▋     | 2646/5632 [15:01<15:24,  3.23it/s]
epoch 0 loss 0.32129:  47%|████▋     | 2646/5632 [15:01<15:24,  3.23it/s]
epoch 0 loss 0.32129:  47%|████▋     | 2647/5632 [15:01<15:24,  3.23it/s]
epoch 0 loss 0.32117:  47%|████▋     | 2647/5632 [15:02<15:24,  3.23it/s]
epoch 0 loss 0.32117:  47%|████▋     | 2648/5632 [15:02<15:27,  3.22it/s]
epoch 0 loss 0.32111:  47%|████▋     | 2648/5632 [15:02<15:27,  3.22it/s]
epoch 0 loss 0.32111:  47%|████▋     | 2649/5632 [15:02<15:25,  3.22it/s]
epoch 0 loss 0.32107:  47%|████▋     | 2649/5632 [15:02<15:25,  3.22it/s]
epoch 0 loss 0.32107:  47%|████▋     | 2650/5632 [15:02<15:24,  3.22it/s]
epoch 0 loss 0.32097:  47%|████▋     | 2650/5632 [15:02<15:24,  3.22it/s]
epoch 0 loss 0.32097:  47%|████▋     | 2651/5632 [15:02<15:26,  3.22it/s]
epoch 0 loss 0.32086:  47%|████▋     | 2651/5632 [15:03<15:26,  3.22it/s]
epoch 0 loss 0.32086:  47%|████▋     | 2652/5632 [15:03<15:28,  3.21it/s]
epoch 0 loss 0.32075:  47%|████▋     | 2652/5632 [15:03<15:28,  3.21it/s]
epoch 0 loss 0.32075:  47%|████▋     | 2653/5632 [15:03<15:29,  3.20it/s]
epoch 0 loss 0.32063:  47%|████▋     | 2653/5632 [15:03<15:29,  3.20it/s]
epoch 0 loss 0.32063:  47%|████▋     | 2654/5632 [15:03<15:25,  3.22it/s]
epoch 0 loss 0.32053:  47%|████▋     | 2654/5632 [15:04<15:25,  3.22it/s]
epoch 0 loss 0.32053:  47%|████▋     | 2655/5632 [15:04<15:36,  3.18it/s]
epoch 0 loss 0.32048:  47%|████▋     | 2655/5632 [15:04<15:36,  3.18it/s]
epoch 0 loss 0.32048:  47%|████▋     | 2656/5632 [15:04<15:36,  3.18it/s]
epoch 0 loss 0.32038:  47%|████▋     | 2656/5632 [15:04<15:36,  3.18it/s]
epoch 0 loss 0.32038:  47%|████▋     | 2657/5632 [15:04<15:30,  3.20it/s]
epoch 0 loss 0.32031:  47%|████▋     | 2657/5632 [15:05<15:30,  3.20it/s]
epoch 0 loss 0.32031:  47%|████▋     | 2658/5632 [15:05<15:28,  3.20it/s]
epoch 0 loss 0.3202:  47%|████▋     | 2658/5632 [15:06<15:28,  3.20it/s] 
epoch 0 loss 0.3202:  47%|████▋     | 2659/5632 [15:06<37:12,  1.33it/s]
epoch 0 loss 0.32019:  47%|████▋     | 2659/5632 [15:07<37:12,  1.33it/s]
epoch 0 loss 0.32019:  47%|████▋     | 2660/5632 [15:07<30:37,  1.62it/s]
epoch 0 loss 0.32016:  47%|████▋     | 2660/5632 [15:07<30:37,  1.62it/s]
epoch 0 loss 0.32016:  47%|████▋     | 2661/5632 [15:07<26:02,  1.90it/s]
epoch 0 loss 0.32005:  47%|████▋     | 2661/5632 [15:07<26:02,  1.90it/s]
epoch 0 loss 0.32005:  47%|████▋     | 2662/5632 [15:07<22:50,  2.17it/s]
epoch 0 loss 0.31999:  47%|████▋     | 2662/5632 [15:08<22:50,  2.17it/s]
epoch 0 loss 0.31999:  47%|████▋     | 2663/5632 [15:08<20:37,  2.40it/s]
epoch 0 loss 0.31991:  47%|████▋     | 2663/5632 [15:08<20:37,  2.40it/s]
epoch 0 loss 0.31991:  47%|████▋     | 2664/5632 [15:08<18:56,  2.61it/s]
epoch 0 loss 0.31996:  47%|████▋     | 2664/5632 [15:08<18:56,  2.61it/s]
epoch 0 loss 0.31996:  47%|████▋     | 2665/5632 [15:08<17:48,  2.78it/s]
epoch 0 loss 0.31984:  47%|████▋     | 2665/5632 [15:09<17:48,  2.78it/s]
epoch 0 loss 0.31984:  47%|████▋     | 2666/5632 [15:09<17:05,  2.89it/s]
epoch 0 loss 0.31973:  47%|████▋     | 2666/5632 [15:09<17:05,  2.89it/s]
epoch 0 loss 0.31973:  47%|████▋     | 2667/5632 [15:09<16:31,  2.99it/s]
epoch 0 loss 0.31962:  47%|████▋     | 2667/5632 [15:09<16:31,  2.99it/s]
epoch 0 loss 0.31962:  47%|████▋     | 2668/5632 [15:09<16:09,  3.06it/s]
epoch 0 loss 0.31955:  47%|████▋     | 2668/5632 [15:10<16:09,  3.06it/s]
epoch 0 loss 0.31955:  47%|████▋     | 2669/5632 [15:10<15:53,  3.11it/s]
epoch 0 loss 0.31943:  47%|████▋     | 2669/5632 [15:10<15:53,  3.11it/s]
epoch 0 loss 0.31943:  47%|████▋     | 2670/5632 [15:10<15:42,  3.14it/s]
epoch 0 loss 0.31931:  47%|████▋     | 2670/5632 [15:10<15:42,  3.14it/s]
epoch 0 loss 0.31931:  47%|████▋     | 2671/5632 [15:10<15:33,  3.17it/s]
epoch 0 loss 0.3192:  47%|████▋     | 2671/5632 [15:10<15:33,  3.17it/s] 
epoch 0 loss 0.3192:  47%|████▋     | 2672/5632 [15:10<15:28,  3.19it/s]
epoch 0 loss 0.31909:  47%|████▋     | 2672/5632 [15:11<15:28,  3.19it/s]
epoch 0 loss 0.31909:  47%|████▋     | 2673/5632 [15:11<15:24,  3.20it/s]
epoch 0 loss 0.31897:  47%|████▋     | 2673/5632 [15:11<15:24,  3.20it/s]
epoch 0 loss 0.31897:  47%|████▋     | 2674/5632 [15:11<15:21,  3.21it/s]
epoch 0 loss 0.31886:  47%|████▋     | 2674/5632 [15:11<15:21,  3.21it/s]
epoch 0 loss 0.31886:  47%|████▋     | 2675/5632 [15:11<15:18,  3.22it/s]
epoch 0 loss 0.31875:  47%|████▋     | 2675/5632 [15:12<15:18,  3.22it/s]
epoch 0 loss 0.31875:  48%|████▊     | 2676/5632 [15:12<15:17,  3.22it/s]
epoch 0 loss 0.31866:  48%|████▊     | 2676/5632 [15:12<15:17,  3.22it/s]
epoch 0 loss 0.31866:  48%|████▊     | 2677/5632 [15:12<15:15,  3.23it/s]
epoch 0 loss 0.31855:  48%|████▊     | 2677/5632 [15:12<15:15,  3.23it/s]
epoch 0 loss 0.31855:  48%|████▊     | 2678/5632 [15:12<15:15,  3.23it/s]
epoch 0 loss 0.31845:  48%|████▊     | 2678/5632 [15:13<15:15,  3.23it/s]
epoch 0 loss 0.31845:  48%|████▊     | 2679/5632 [15:13<15:15,  3.23it/s]
epoch 0 loss 0.31833:  48%|████▊     | 2679/5632 [15:13<15:15,  3.23it/s]
epoch 0 loss 0.31833:  48%|████▊     | 2680/5632 [15:13<15:15,  3.23it/s]
epoch 0 loss 0.3183:  48%|████▊     | 2680/5632 [15:13<15:15,  3.23it/s] 
epoch 0 loss 0.3183:  48%|████▊     | 2681/5632 [15:13<15:14,  3.23it/s]
epoch 0 loss 0.31823:  48%|████▊     | 2681/5632 [15:14<15:14,  3.23it/s]
epoch 0 loss 0.31823:  48%|████▊     | 2682/5632 [15:14<15:16,  3.22it/s]
epoch 0 loss 0.31812:  48%|████▊     | 2682/5632 [15:14<15:16,  3.22it/s]
epoch 0 loss 0.31812:  48%|████▊     | 2683/5632 [15:14<15:13,  3.23it/s]
epoch 0 loss 0.31806:  48%|████▊     | 2683/5632 [15:14<15:13,  3.23it/s]
epoch 0 loss 0.31806:  48%|████▊     | 2684/5632 [15:14<15:13,  3.23it/s]
epoch 0 loss 0.31799:  48%|████▊     | 2684/5632 [15:14<15:13,  3.23it/s]
epoch 0 loss 0.31799:  48%|████▊     | 2685/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31788:  48%|████▊     | 2685/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31788:  48%|████▊     | 2686/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31792:  48%|████▊     | 2686/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31792:  48%|████▊     | 2687/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31782:  48%|████▊     | 2687/5632 [15:15<15:12,  3.23it/s]
epoch 0 loss 0.31782:  48%|████▊     | 2688/5632 [15:15<15:11,  3.23it/s]
epoch 0 loss 0.31772:  48%|████▊     | 2688/5632 [15:16<15:11,  3.23it/s]
epoch 0 loss 0.31772:  48%|████▊     | 2689/5632 [15:16<15:15,  3.22it/s]
epoch 0 loss 0.31761:  48%|████▊     | 2689/5632 [15:16<15:15,  3.22it/s]
epoch 0 loss 0.31761:  48%|████▊     | 2690/5632 [15:16<15:12,  3.22it/s]
epoch 0 loss 0.31751:  48%|████▊     | 2690/5632 [15:16<15:12,  3.22it/s]
epoch 0 loss 0.31751:  48%|████▊     | 2691/5632 [15:16<15:11,  3.23it/s]
epoch 0 loss 0.31755:  48%|████▊     | 2691/5632 [15:17<15:11,  3.23it/s]
epoch 0 loss 0.31755:  48%|████▊     | 2692/5632 [15:17<15:11,  3.23it/s]
epoch 0 loss 0.31757:  48%|████▊     | 2692/5632 [15:17<15:11,  3.23it/s]
epoch 0 loss 0.31757:  48%|████▊     | 2693/5632 [15:17<15:10,  3.23it/s]
epoch 0 loss 0.31746:  48%|████▊     | 2693/5632 [15:17<15:10,  3.23it/s]
epoch 0 loss 0.31746:  48%|████▊     | 2694/5632 [15:17<15:10,  3.23it/s]
epoch 0 loss 0.31734:  48%|████▊     | 2694/5632 [15:18<15:10,  3.23it/s]
epoch 0 loss 0.31734:  48%|████▊     | 2695/5632 [15:18<15:10,  3.22it/s]
epoch 0 loss 0.31729:  48%|████▊     | 2695/5632 [15:18<15:10,  3.22it/s]
epoch 0 loss 0.31729:  48%|████▊     | 2696/5632 [15:18<15:10,  3.23it/s]
epoch 0 loss 0.31723:  48%|████▊     | 2696/5632 [15:18<15:10,  3.23it/s]
epoch 0 loss 0.31723:  48%|████▊     | 2697/5632 [15:18<15:08,  3.23it/s]
epoch 0 loss 0.31727:  48%|████▊     | 2697/5632 [15:19<15:08,  3.23it/s]
epoch 0 loss 0.31727:  48%|████▊     | 2698/5632 [15:19<15:08,  3.23it/s]
epoch 0 loss 0.31719:  48%|████▊     | 2698/5632 [15:19<15:08,  3.23it/s]
epoch 0 loss 0.31719:  48%|████▊     | 2699/5632 [15:19<15:07,  3.23it/s]
epoch 0 loss 0.31708:  48%|████▊     | 2699/5632 [15:19<15:07,  3.23it/s]
epoch 0 loss 0.31708:  48%|████▊     | 2700/5632 [15:19<15:07,  3.23it/s]
epoch 0 loss 0.31699:  48%|████▊     | 2700/5632 [15:19<15:07,  3.23it/s]
epoch 0 loss 0.31699:  48%|████▊     | 2701/5632 [15:19<15:07,  3.23it/s]
epoch 0 loss 0.31688:  48%|████▊     | 2701/5632 [15:20<15:07,  3.23it/s]
epoch 0 loss 0.31688:  48%|████▊     | 2702/5632 [15:20<15:06,  3.23it/s]
epoch 0 loss 0.31678:  48%|████▊     | 2702/5632 [15:20<15:06,  3.23it/s]
epoch 0 loss 0.31678:  48%|████▊     | 2703/5632 [15:20<15:07,  3.23it/s]
epoch 0 loss 0.31666:  48%|████▊     | 2703/5632 [15:22<15:07,  3.23it/s]
epoch 0 loss 0.31666:  48%|████▊     | 2704/5632 [15:22<33:32,  1.46it/s]
epoch 0 loss 0.31656:  48%|████▊     | 2704/5632 [15:22<33:32,  1.46it/s]
epoch 0 loss 0.31656:  48%|████▊     | 2705/5632 [15:22<28:01,  1.74it/s]
epoch 0 loss 0.31646:  48%|████▊     | 2705/5632 [15:22<28:01,  1.74it/s]
epoch 0 loss 0.31646:  48%|████▊     | 2706/5632 [15:22<24:08,  2.02it/s]
epoch 0 loss 0.3164:  48%|████▊     | 2706/5632 [15:23<24:08,  2.02it/s] 
epoch 0 loss 0.3164:  48%|████▊     | 2707/5632 [15:23<21:25,  2.28it/s]
epoch 0 loss 0.31629:  48%|████▊     | 2707/5632 [15:23<21:25,  2.28it/s]
epoch 0 loss 0.31629:  48%|████▊     | 2708/5632 [15:23<19:32,  2.49it/s]
epoch 0 loss 0.31617:  48%|████▊     | 2708/5632 [15:23<19:32,  2.49it/s]
epoch 0 loss 0.31617:  48%|████▊     | 2709/5632 [15:23<18:12,  2.68it/s]
epoch 0 loss 0.31607:  48%|████▊     | 2709/5632 [15:24<18:12,  2.68it/s]
epoch 0 loss 0.31607:  48%|████▊     | 2710/5632 [15:24<17:18,  2.81it/s]
epoch 0 loss 0.31595:  48%|████▊     | 2710/5632 [15:24<17:18,  2.81it/s]
epoch 0 loss 0.31595:  48%|████▊     | 2711/5632 [15:24<16:39,  2.92it/s]
epoch 0 loss 0.31587:  48%|████▊     | 2711/5632 [15:24<16:39,  2.92it/s]
epoch 0 loss 0.31587:  48%|████▊     | 2712/5632 [15:24<16:10,  3.01it/s]
epoch 0 loss 0.31577:  48%|████▊     | 2712/5632 [15:24<16:10,  3.01it/s]
epoch 0 loss 0.31577:  48%|████▊     | 2713/5632 [15:24<15:51,  3.07it/s]
epoch 0 loss 0.31567:  48%|████▊     | 2713/5632 [15:25<15:51,  3.07it/s]
epoch 0 loss 0.31567:  48%|████▊     | 2714/5632 [15:25<15:36,  3.12it/s]
epoch 0 loss 0.31559:  48%|████▊     | 2714/5632 [15:25<15:36,  3.12it/s]
epoch 0 loss 0.31559:  48%|████▊     | 2715/5632 [15:25<15:25,  3.15it/s]
epoch 0 loss 0.31548:  48%|████▊     | 2715/5632 [15:25<15:25,  3.15it/s]
epoch 0 loss 0.31548:  48%|████▊     | 2716/5632 [15:25<15:21,  3.17it/s]
epoch 0 loss 0.3154:  48%|████▊     | 2716/5632 [15:26<15:21,  3.17it/s] 
epoch 0 loss 0.3154:  48%|████▊     | 2717/5632 [15:26<15:15,  3.18it/s]
epoch 0 loss 0.31529:  48%|████▊     | 2717/5632 [15:26<15:15,  3.18it/s]
epoch 0 loss 0.31529:  48%|████▊     | 2718/5632 [15:26<15:11,  3.20it/s]
epoch 0 loss 0.31517:  48%|████▊     | 2718/5632 [15:26<15:11,  3.20it/s]
epoch 0 loss 0.31517:  48%|████▊     | 2719/5632 [15:26<15:07,  3.21it/s]
epoch 0 loss 0.31511:  48%|████▊     | 2719/5632 [15:27<15:07,  3.21it/s]
epoch 0 loss 0.31511:  48%|████▊     | 2720/5632 [15:27<15:05,  3.22it/s]
epoch 0 loss 0.315:  48%|████▊     | 2720/5632 [15:27<15:05,  3.22it/s]  
epoch 0 loss 0.315:  48%|████▊     | 2721/5632 [15:27<15:04,  3.22it/s]
epoch 0 loss 0.31491:  48%|████▊     | 2721/5632 [15:27<15:04,  3.22it/s]
epoch 0 loss 0.31491:  48%|████▊     | 2722/5632 [15:27<15:02,  3.22it/s]
epoch 0 loss 0.31479:  48%|████▊     | 2722/5632 [15:28<15:02,  3.22it/s]
epoch 0 loss 0.31479:  48%|████▊     | 2723/5632 [15:28<15:01,  3.23it/s]
epoch 0 loss 0.31482:  48%|████▊     | 2723/5632 [15:28<15:01,  3.23it/s]
epoch 0 loss 0.31482:  48%|████▊     | 2724/5632 [15:28<15:00,  3.23it/s]
epoch 0 loss 0.31473:  48%|████▊     | 2724/5632 [15:28<15:00,  3.23it/s]
epoch 0 loss 0.31473:  48%|████▊     | 2725/5632 [15:28<15:00,  3.23it/s]
epoch 0 loss 0.31463:  48%|████▊     | 2725/5632 [15:28<15:00,  3.23it/s]
epoch 0 loss 0.31463:  48%|████▊     | 2726/5632 [15:28<14:59,  3.23it/s]
epoch 0 loss 0.31452:  48%|████▊     | 2726/5632 [15:29<14:59,  3.23it/s]
epoch 0 loss 0.31452:  48%|████▊     | 2727/5632 [15:29<14:58,  3.23it/s]
epoch 0 loss 0.31459:  48%|████▊     | 2727/5632 [15:29<14:58,  3.23it/s]
epoch 0 loss 0.31459:  48%|████▊     | 2728/5632 [15:29<14:58,  3.23it/s]
epoch 0 loss 0.31461:  48%|████▊     | 2728/5632 [15:29<14:58,  3.23it/s]
epoch 0 loss 0.31461:  48%|████▊     | 2729/5632 [15:29<15:01,  3.22it/s]
epoch 0 loss 0.31451:  48%|████▊     | 2729/5632 [15:30<15:01,  3.22it/s]
epoch 0 loss 0.31451:  48%|████▊     | 2730/5632 [15:30<15:00,  3.22it/s]
epoch 0 loss 0.31441:  48%|████▊     | 2730/5632 [15:30<15:00,  3.22it/s]
epoch 0 loss 0.31441:  48%|████▊     | 2731/5632 [15:30<14:59,  3.23it/s]
epoch 0 loss 0.31439:  48%|████▊     | 2731/5632 [15:30<14:59,  3.23it/s]
epoch 0 loss 0.31439:  49%|████▊     | 2732/5632 [15:30<14:58,  3.23it/s]
epoch 0 loss 0.31434:  49%|████▊     | 2732/5632 [15:31<14:58,  3.23it/s]
epoch 0 loss 0.31434:  49%|████▊     | 2733/5632 [15:31<14:57,  3.23it/s]
epoch 0 loss 0.31428:  49%|████▊     | 2733/5632 [15:31<14:57,  3.23it/s]
epoch 0 loss 0.31428:  49%|████▊     | 2734/5632 [15:31<14:55,  3.23it/s]
epoch 0 loss 0.31421:  49%|████▊     | 2734/5632 [15:31<14:55,  3.23it/s]
epoch 0 loss 0.31421:  49%|████▊     | 2735/5632 [15:31<14:56,  3.23it/s]
epoch 0 loss 0.31412:  49%|████▊     | 2735/5632 [15:32<14:56,  3.23it/s]
epoch 0 loss 0.31412:  49%|████▊     | 2736/5632 [15:32<14:55,  3.23it/s]
epoch 0 loss 0.31401:  49%|████▊     | 2736/5632 [15:32<14:55,  3.23it/s]
epoch 0 loss 0.31401:  49%|████▊     | 2737/5632 [15:32<14:56,  3.23it/s]
epoch 0 loss 0.31409:  49%|████▊     | 2737/5632 [15:32<14:56,  3.23it/s]
epoch 0 loss 0.31409:  49%|████▊     | 2738/5632 [15:32<14:56,  3.23it/s]
epoch 0 loss 0.31398:  49%|████▊     | 2738/5632 [15:32<14:56,  3.23it/s]
epoch 0 loss 0.31398:  49%|████▊     | 2739/5632 [15:32<14:55,  3.23it/s]
epoch 0 loss 0.31388:  49%|████▊     | 2739/5632 [15:33<14:55,  3.23it/s]
epoch 0 loss 0.31388:  49%|████▊     | 2740/5632 [15:33<14:57,  3.22it/s]
epoch 0 loss 0.31383:  49%|████▊     | 2740/5632 [15:33<14:57,  3.22it/s]
epoch 0 loss 0.31383:  49%|████▊     | 2741/5632 [15:33<14:56,  3.22it/s]
epoch 0 loss 0.31372:  49%|████▊     | 2741/5632 [15:33<14:56,  3.22it/s]
epoch 0 loss 0.31372:  49%|████▊     | 2742/5632 [15:33<14:58,  3.22it/s]
epoch 0 loss 0.31362:  49%|████▊     | 2742/5632 [15:34<14:58,  3.22it/s]
epoch 0 loss 0.31362:  49%|████▊     | 2743/5632 [15:34<14:58,  3.22it/s]
epoch 0 loss 0.31354:  49%|████▊     | 2743/5632 [15:34<14:58,  3.22it/s]
epoch 0 loss 0.31354:  49%|████▊     | 2744/5632 [15:34<14:59,  3.21it/s]
epoch 0 loss 0.31345:  49%|████▊     | 2744/5632 [15:36<14:59,  3.21it/s]
epoch 0 loss 0.31345:  49%|████▊     | 2745/5632 [15:36<34:56,  1.38it/s]
epoch 0 loss 0.31334:  49%|████▊     | 2745/5632 [15:36<34:56,  1.38it/s]
epoch 0 loss 0.31334:  49%|████▉     | 2746/5632 [15:36<28:52,  1.67it/s]
epoch 0 loss 0.31336:  49%|████▉     | 2746/5632 [15:36<28:52,  1.67it/s]
epoch 0 loss 0.31336:  49%|████▉     | 2747/5632 [15:36<24:40,  1.95it/s]
epoch 0 loss 0.31327:  49%|████▉     | 2747/5632 [15:37<24:40,  1.95it/s]
epoch 0 loss 0.31327:  49%|████▉     | 2748/5632 [15:37<21:44,  2.21it/s]
epoch 0 loss 0.31317:  49%|████▉     | 2748/5632 [15:37<21:44,  2.21it/s]
epoch 0 loss 0.31317:  49%|████▉     | 2749/5632 [15:37<19:41,  2.44it/s]
epoch 0 loss 0.31308:  49%|████▉     | 2749/5632 [15:37<19:41,  2.44it/s]
epoch 0 loss 0.31308:  49%|████▉     | 2750/5632 [15:37<18:14,  2.63it/s]
epoch 0 loss 0.31299:  49%|████▉     | 2750/5632 [15:38<18:14,  2.63it/s]
epoch 0 loss 0.31299:  49%|████▉     | 2751/5632 [15:38<17:13,  2.79it/s]
epoch 0 loss 0.31292:  49%|████▉     | 2751/5632 [15:38<17:13,  2.79it/s]
epoch 0 loss 0.31292:  49%|████▉     | 2752/5632 [15:38<16:31,  2.91it/s]
epoch 0 loss 0.31289:  49%|████▉     | 2752/5632 [15:38<16:31,  2.91it/s]
epoch 0 loss 0.31289:  49%|████▉     | 2753/5632 [15:38<16:01,  2.99it/s]
epoch 0 loss 0.31278:  49%|████▉     | 2753/5632 [15:39<16:01,  2.99it/s]
epoch 0 loss 0.31278:  49%|████▉     | 2754/5632 [15:39<15:39,  3.06it/s]
epoch 0 loss 0.31269:  49%|████▉     | 2754/5632 [15:39<15:39,  3.06it/s]
epoch 0 loss 0.31269:  49%|████▉     | 2755/5632 [15:39<15:24,  3.11it/s]
epoch 0 loss 0.31258:  49%|████▉     | 2755/5632 [15:39<15:24,  3.11it/s]
epoch 0 loss 0.31258:  49%|████▉     | 2756/5632 [15:39<15:13,  3.15it/s]
epoch 0 loss 0.31253:  49%|████▉     | 2756/5632 [15:39<15:13,  3.15it/s]
epoch 0 loss 0.31253:  49%|████▉     | 2757/5632 [15:39<15:05,  3.17it/s]
epoch 0 loss 0.31242:  49%|████▉     | 2757/5632 [15:40<15:05,  3.17it/s]
epoch 0 loss 0.31242:  49%|████▉     | 2758/5632 [15:40<14:59,  3.19it/s]
epoch 0 loss 0.31232:  49%|████▉     | 2758/5632 [15:40<14:59,  3.19it/s]
epoch 0 loss 0.31232:  49%|████▉     | 2759/5632 [15:40<14:56,  3.20it/s]
epoch 0 loss 0.31234:  49%|████▉     | 2759/5632 [15:40<14:56,  3.20it/s]
epoch 0 loss 0.31234:  49%|████▉     | 2760/5632 [15:40<14:54,  3.21it/s]
epoch 0 loss 0.31224:  49%|████▉     | 2760/5632 [15:41<14:54,  3.21it/s]
epoch 0 loss 0.31224:  49%|████▉     | 2761/5632 [15:41<14:55,  3.21it/s]
epoch 0 loss 0.31214:  49%|████▉     | 2761/5632 [15:41<14:55,  3.21it/s]
epoch 0 loss 0.31214:  49%|████▉     | 2762/5632 [15:41<14:52,  3.22it/s]
epoch 0 loss 0.31204:  49%|████▉     | 2762/5632 [15:41<14:52,  3.22it/s]
epoch 0 loss 0.31204:  49%|████▉     | 2763/5632 [15:41<14:47,  3.23it/s]
epoch 0 loss 0.31194:  49%|████▉     | 2763/5632 [15:42<14:47,  3.23it/s]
epoch 0 loss 0.31194:  49%|████▉     | 2764/5632 [15:42<14:46,  3.23it/s]
epoch 0 loss 0.31183:  49%|████▉     | 2764/5632 [15:42<14:46,  3.23it/s]
epoch 0 loss 0.31183:  49%|████▉     | 2765/5632 [15:42<14:45,  3.24it/s]
epoch 0 loss 0.31177:  49%|████▉     | 2765/5632 [15:42<14:45,  3.24it/s]
epoch 0 loss 0.31177:  49%|████▉     | 2766/5632 [15:42<14:46,  3.23it/s]
epoch 0 loss 0.31179:  49%|████▉     | 2766/5632 [15:43<14:46,  3.23it/s]
epoch 0 loss 0.31179:  49%|████▉     | 2767/5632 [15:43<14:44,  3.24it/s]
epoch 0 loss 0.31168:  49%|████▉     | 2767/5632 [15:43<14:44,  3.24it/s]
epoch 0 loss 0.31168:  49%|████▉     | 2768/5632 [15:43<14:42,  3.25it/s]
epoch 0 loss 0.31158:  49%|████▉     | 2768/5632 [15:43<14:42,  3.25it/s]
epoch 0 loss 0.31158:  49%|████▉     | 2769/5632 [15:43<14:43,  3.24it/s]
epoch 0 loss 0.31149:  49%|████▉     | 2769/5632 [15:43<14:43,  3.24it/s]
epoch 0 loss 0.31149:  49%|████▉     | 2770/5632 [15:43<14:41,  3.25it/s]
epoch 0 loss 0.31138:  49%|████▉     | 2770/5632 [15:44<14:41,  3.25it/s]
epoch 0 loss 0.31138:  49%|████▉     | 2771/5632 [15:44<14:43,  3.24it/s]
epoch 0 loss 0.31129:  49%|████▉     | 2771/5632 [15:44<14:43,  3.24it/s]
epoch 0 loss 0.31129:  49%|████▉     | 2772/5632 [15:44<14:44,  3.24it/s]
epoch 0 loss 0.31122:  49%|████▉     | 2772/5632 [15:44<14:44,  3.24it/s]
epoch 0 loss 0.31122:  49%|████▉     | 2773/5632 [15:44<14:43,  3.24it/s]
epoch 0 loss 0.31112:  49%|████▉     | 2773/5632 [15:45<14:43,  3.24it/s]
epoch 0 loss 0.31112:  49%|████▉     | 2774/5632 [15:45<14:43,  3.24it/s]
epoch 0 loss 0.31102:  49%|████▉     | 2774/5632 [15:45<14:43,  3.24it/s]
epoch 0 loss 0.31102:  49%|████▉     | 2775/5632 [15:45<14:43,  3.23it/s]
epoch 0 loss 0.31093:  49%|████▉     | 2775/5632 [15:45<14:43,  3.23it/s]
epoch 0 loss 0.31093:  49%|████▉     | 2776/5632 [15:45<14:44,  3.23it/s]
epoch 0 loss 0.31082:  49%|████▉     | 2776/5632 [15:46<14:44,  3.23it/s]
epoch 0 loss 0.31082:  49%|████▉     | 2777/5632 [15:46<14:44,  3.23it/s]
epoch 0 loss 0.31074:  49%|████▉     | 2777/5632 [15:46<14:44,  3.23it/s]
epoch 0 loss 0.31074:  49%|████▉     | 2778/5632 [15:46<14:44,  3.23it/s]
epoch 0 loss 0.31082:  49%|████▉     | 2778/5632 [15:46<14:44,  3.23it/s]
epoch 0 loss 0.31082:  49%|████▉     | 2779/5632 [15:46<14:43,  3.23it/s]
epoch 0 loss 0.31073:  49%|████▉     | 2779/5632 [15:47<14:43,  3.23it/s]
epoch 0 loss 0.31073:  49%|████▉     | 2780/5632 [15:47<14:45,  3.22it/s]
epoch 0 loss 0.31062:  49%|████▉     | 2780/5632 [15:47<14:45,  3.22it/s]
epoch 0 loss 0.31062:  49%|████▉     | 2781/5632 [15:47<14:44,  3.22it/s]
epoch 0 loss 0.31051:  49%|████▉     | 2781/5632 [15:47<14:44,  3.22it/s]
epoch 0 loss 0.31051:  49%|████▉     | 2782/5632 [15:47<14:43,  3.23it/s]
epoch 0 loss 0.3104:  49%|████▉     | 2782/5632 [15:47<14:43,  3.23it/s] 
epoch 0 loss 0.3104:  49%|████▉     | 2783/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.3103:  49%|████▉     | 2783/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.3103:  49%|████▉     | 2784/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.31019:  49%|████▉     | 2784/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.31019:  49%|████▉     | 2785/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.31009:  49%|████▉     | 2785/5632 [15:48<14:42,  3.23it/s]
epoch 0 loss 0.31009:  49%|████▉     | 2786/5632 [15:48<14:41,  3.23it/s]
epoch 0 loss 0.30998:  49%|████▉     | 2786/5632 [15:49<14:41,  3.23it/s]
epoch 0 loss 0.30998:  49%|████▉     | 2787/5632 [15:49<14:40,  3.23it/s]
epoch 0 loss 0.31003:  49%|████▉     | 2787/5632 [15:49<14:40,  3.23it/s]
epoch 0 loss 0.31003:  50%|████▉     | 2788/5632 [15:49<14:40,  3.23it/s]
epoch 0 loss 0.30997:  50%|████▉     | 2788/5632 [15:49<14:40,  3.23it/s]
epoch 0 loss 0.30997:  50%|████▉     | 2789/5632 [15:49<14:39,  3.23it/s]
epoch 0 loss 0.30987:  50%|████▉     | 2789/5632 [15:51<14:39,  3.23it/s]
epoch 0 loss 0.30987:  50%|████▉     | 2790/5632 [15:51<29:22,  1.61it/s]
epoch 0 loss 0.30977:  50%|████▉     | 2790/5632 [15:51<29:22,  1.61it/s]
epoch 0 loss 0.30977:  50%|████▉     | 2791/5632 [15:51<24:57,  1.90it/s]
epoch 0 loss 0.30966:  50%|████▉     | 2791/5632 [15:51<24:57,  1.90it/s]
epoch 0 loss 0.30966:  50%|████▉     | 2792/5632 [15:51<21:51,  2.17it/s]
epoch 0 loss 0.30956:  50%|████▉     | 2792/5632 [15:52<21:51,  2.17it/s]
epoch 0 loss 0.30956:  50%|████▉     | 2793/5632 [15:52<19:41,  2.40it/s]
epoch 0 loss 0.30958:  50%|████▉     | 2793/5632 [15:52<19:41,  2.40it/s]
epoch 0 loss 0.30958:  50%|████▉     | 2794/5632 [15:52<18:10,  2.60it/s]
epoch 0 loss 0.30949:  50%|████▉     | 2794/5632 [15:52<18:10,  2.60it/s]
epoch 0 loss 0.30949:  50%|████▉     | 2795/5632 [15:52<17:06,  2.76it/s]
epoch 0 loss 0.3094:  50%|████▉     | 2795/5632 [15:53<17:06,  2.76it/s] 
epoch 0 loss 0.3094:  50%|████▉     | 2796/5632 [15:53<16:21,  2.89it/s]
epoch 0 loss 0.30931:  50%|████▉     | 2796/5632 [15:53<16:21,  2.89it/s]
epoch 0 loss 0.30931:  50%|████▉     | 2797/5632 [15:53<15:52,  2.98it/s]
epoch 0 loss 0.30921:  50%|████▉     | 2797/5632 [15:53<15:52,  2.98it/s]
epoch 0 loss 0.30921:  50%|████▉     | 2798/5632 [15:53<15:30,  3.05it/s]
epoch 0 loss 0.30911:  50%|████▉     | 2798/5632 [15:53<15:30,  3.05it/s]
epoch 0 loss 0.30911:  50%|████▉     | 2799/5632 [15:53<15:15,  3.09it/s]
epoch 0 loss 0.30906:  50%|████▉     | 2799/5632 [15:54<15:15,  3.09it/s]
epoch 0 loss 0.30906:  50%|████▉     | 2800/5632 [15:54<15:03,  3.13it/s]
epoch 0 loss 0.30897:  50%|████▉     | 2800/5632 [15:54<15:03,  3.13it/s]
epoch 0 loss 0.30897:  50%|████▉     | 2801/5632 [15:54<14:55,  3.16it/s]
epoch 0 loss 0.30887:  50%|████▉     | 2801/5632 [15:54<14:55,  3.16it/s]
epoch 0 loss 0.30887:  50%|████▉     | 2802/5632 [15:54<14:49,  3.18it/s]
epoch 0 loss 0.3089:  50%|████▉     | 2802/5632 [15:55<14:49,  3.18it/s] 
epoch 0 loss 0.3089:  50%|████▉     | 2803/5632 [15:55<14:44,  3.20it/s]
epoch 0 loss 0.3089:  50%|████▉     | 2803/5632 [15:55<14:44,  3.20it/s]
epoch 0 loss 0.3089:  50%|████▉     | 2804/5632 [15:55<14:41,  3.21it/s]
epoch 0 loss 0.3088:  50%|████▉     | 2804/5632 [15:55<14:41,  3.21it/s]
epoch 0 loss 0.3088:  50%|████▉     | 2805/5632 [15:55<14:38,  3.22it/s]
epoch 0 loss 0.30869:  50%|████▉     | 2805/5632 [15:56<14:38,  3.22it/s]
epoch 0 loss 0.30869:  50%|████▉     | 2806/5632 [15:56<14:44,  3.19it/s]
epoch 0 loss 0.30859:  50%|████▉     | 2806/5632 [15:56<14:44,  3.19it/s]
epoch 0 loss 0.30859:  50%|████▉     | 2807/5632 [15:56<14:43,  3.20it/s]
epoch 0 loss 0.30849:  50%|████▉     | 2807/5632 [15:56<14:43,  3.20it/s]
epoch 0 loss 0.30849:  50%|████▉     | 2808/5632 [15:56<14:39,  3.21it/s]
epoch 0 loss 0.30843:  50%|████▉     | 2808/5632 [15:57<14:39,  3.21it/s]
epoch 0 loss 0.30843:  50%|████▉     | 2809/5632 [15:57<14:37,  3.22it/s]
epoch 0 loss 0.30833:  50%|████▉     | 2809/5632 [15:57<14:37,  3.22it/s]
epoch 0 loss 0.30833:  50%|████▉     | 2810/5632 [15:57<14:38,  3.21it/s]
epoch 0 loss 0.30825:  50%|████▉     | 2810/5632 [15:57<14:38,  3.21it/s]
epoch 0 loss 0.30825:  50%|████▉     | 2811/5632 [15:57<14:39,  3.21it/s]
epoch 0 loss 0.30824:  50%|████▉     | 2811/5632 [15:58<14:39,  3.21it/s]
epoch 0 loss 0.30824:  50%|████▉     | 2812/5632 [15:58<14:39,  3.21it/s]
epoch 0 loss 0.3082:  50%|████▉     | 2812/5632 [15:58<14:39,  3.21it/s] 
epoch 0 loss 0.3082:  50%|████▉     | 2813/5632 [15:58<14:39,  3.20it/s]
epoch 0 loss 0.30812:  50%|████▉     | 2813/5632 [15:58<14:39,  3.20it/s]
epoch 0 loss 0.30812:  50%|████▉     | 2814/5632 [15:58<14:37,  3.21it/s]
epoch 0 loss 0.30803:  50%|████▉     | 2814/5632 [15:58<14:37,  3.21it/s]
epoch 0 loss 0.30803:  50%|████▉     | 2815/5632 [15:58<14:35,  3.22it/s]
epoch 0 loss 0.30793:  50%|████▉     | 2815/5632 [15:59<14:35,  3.22it/s]
epoch 0 loss 0.30793:  50%|█████     | 2816/5632 [15:59<14:38,  3.21it/s]
epoch 0 loss 0.30783:  50%|█████     | 2816/5632 [15:59<14:38,  3.21it/s]
epoch 0 loss 0.30783:  50%|█████     | 2817/5632 [15:59<14:37,  3.21it/s]
epoch 0 loss 0.30776:  50%|█████     | 2817/5632 [15:59<14:37,  3.21it/s]
epoch 0 loss 0.30776:  50%|█████     | 2818/5632 [15:59<14:39,  3.20it/s]
epoch 0 loss 0.30766:  50%|█████     | 2818/5632 [16:00<14:39,  3.20it/s]
epoch 0 loss 0.30766:  50%|█████     | 2819/5632 [16:00<14:38,  3.20it/s]
epoch 0 loss 0.30755:  50%|█████     | 2819/5632 [16:00<14:38,  3.20it/s]
epoch 0 loss 0.30755:  50%|█████     | 2820/5632 [16:00<14:36,  3.21it/s]
epoch 0 loss 0.30749:  50%|█████     | 2820/5632 [16:00<14:36,  3.21it/s]
epoch 0 loss 0.30749:  50%|█████     | 2821/5632 [16:00<14:34,  3.21it/s]
epoch 0 loss 0.3074:  50%|█████     | 2821/5632 [16:01<14:34,  3.21it/s] 
epoch 0 loss 0.3074:  50%|█████     | 2822/5632 [16:01<14:33,  3.22it/s]
epoch 0 loss 0.3073:  50%|█████     | 2822/5632 [16:01<14:33,  3.22it/s]
epoch 0 loss 0.3073:  50%|█████     | 2823/5632 [16:01<14:31,  3.22it/s]
epoch 0 loss 0.30719:  50%|█████     | 2823/5632 [16:01<14:31,  3.22it/s]
epoch 0 loss 0.30719:  50%|█████     | 2824/5632 [16:01<14:31,  3.22it/s]
epoch 0 loss 0.3071:  50%|█████     | 2824/5632 [16:02<14:31,  3.22it/s] 
epoch 0 loss 0.3071:  50%|█████     | 2825/5632 [16:02<14:32,  3.22it/s]
epoch 0 loss 0.30701:  50%|█████     | 2825/5632 [16:02<14:32,  3.22it/s]
epoch 0 loss 0.30701:  50%|█████     | 2826/5632 [16:02<14:30,  3.22it/s]
epoch 0 loss 0.30691:  50%|█████     | 2826/5632 [16:02<14:30,  3.22it/s]
epoch 0 loss 0.30691:  50%|█████     | 2827/5632 [16:02<14:29,  3.22it/s]
epoch 0 loss 0.30688:  50%|█████     | 2827/5632 [16:02<14:29,  3.22it/s]
epoch 0 loss 0.30688:  50%|█████     | 2828/5632 [16:03<14:27,  3.23it/s]
epoch 0 loss 0.30679:  50%|█████     | 2828/5632 [16:03<14:27,  3.23it/s]
epoch 0 loss 0.30679:  50%|█████     | 2829/5632 [16:03<14:37,  3.20it/s]
epoch 0 loss 0.30669:  50%|█████     | 2829/5632 [16:03<14:37,  3.20it/s]
epoch 0 loss 0.30669:  50%|█████     | 2830/5632 [16:03<14:36,  3.20it/s]
epoch 0 loss 0.30659:  50%|█████     | 2830/5632 [16:03<14:36,  3.20it/s]
epoch 0 loss 0.30659:  50%|█████     | 2831/5632 [16:03<14:32,  3.21it/s]
epoch 0 loss 0.3065:  50%|█████     | 2831/5632 [16:04<14:32,  3.21it/s] 
epoch 0 loss 0.3065:  50%|█████     | 2832/5632 [16:04<14:27,  3.23it/s]
epoch 0 loss 0.3064:  50%|█████     | 2832/5632 [16:04<14:27,  3.23it/s]
epoch 0 loss 0.3064:  50%|█████     | 2833/5632 [16:04<14:28,  3.22it/s]
epoch 0 loss 0.30629:  50%|█████     | 2833/5632 [16:04<14:28,  3.22it/s]
epoch 0 loss 0.30629:  50%|█████     | 2834/5632 [16:04<14:25,  3.23it/s]
epoch 0 loss 0.30621:  50%|█████     | 2834/5632 [16:05<14:25,  3.23it/s]
epoch 0 loss 0.30621:  50%|█████     | 2835/5632 [16:05<14:23,  3.24it/s]
epoch 0 loss 0.30611:  50%|█████     | 2835/5632 [16:06<14:23,  3.24it/s]
epoch 0 loss 0.30611:  50%|█████     | 2836/5632 [16:06<34:08,  1.37it/s]
epoch 0 loss 0.306:  50%|█████     | 2836/5632 [16:07<34:08,  1.37it/s]  
epoch 0 loss 0.306:  50%|█████     | 2837/5632 [16:07<28:13,  1.65it/s]
epoch 0 loss 0.30591:  50%|█████     | 2837/5632 [16:07<28:13,  1.65it/s]
epoch 0 loss 0.30591:  50%|█████     | 2838/5632 [16:07<24:05,  1.93it/s]
epoch 0 loss 0.3059:  50%|█████     | 2838/5632 [16:07<24:05,  1.93it/s] 
epoch 0 loss 0.3059:  50%|█████     | 2839/5632 [16:07<21:11,  2.20it/s]
epoch 0 loss 0.30581:  50%|█████     | 2839/5632 [16:08<21:11,  2.20it/s]
epoch 0 loss 0.30581:  50%|█████     | 2840/5632 [16:08<19:09,  2.43it/s]
epoch 0 loss 0.30571:  50%|█████     | 2840/5632 [16:08<19:09,  2.43it/s]
epoch 0 loss 0.30571:  50%|█████     | 2841/5632 [16:08<17:43,  2.62it/s]
epoch 0 loss 0.30561:  50%|█████     | 2841/5632 [16:08<17:43,  2.62it/s]
epoch 0 loss 0.30561:  50%|█████     | 2842/5632 [16:08<16:44,  2.78it/s]
epoch 0 loss 0.30551:  50%|█████     | 2842/5632 [16:09<16:44,  2.78it/s]
epoch 0 loss 0.30551:  50%|█████     | 2843/5632 [16:09<16:01,  2.90it/s]
epoch 0 loss 0.30542:  50%|█████     | 2843/5632 [16:09<16:01,  2.90it/s]
epoch 0 loss 0.30542:  50%|█████     | 2844/5632 [16:09<15:31,  2.99it/s]
epoch 0 loss 0.30532:  50%|█████     | 2844/5632 [16:09<15:31,  2.99it/s]
epoch 0 loss 0.30532:  51%|█████     | 2845/5632 [16:09<15:11,  3.06it/s]
epoch 0 loss 0.30521:  51%|█████     | 2845/5632 [16:09<15:11,  3.06it/s]
epoch 0 loss 0.30521:  51%|█████     | 2846/5632 [16:10<14:56,  3.11it/s]
epoch 0 loss 0.30512:  51%|█████     | 2846/5632 [16:10<14:56,  3.11it/s]
epoch 0 loss 0.30512:  51%|█████     | 2847/5632 [16:10<14:45,  3.14it/s]
epoch 0 loss 0.30513:  51%|█████     | 2847/5632 [16:10<14:45,  3.14it/s]
epoch 0 loss 0.30513:  51%|█████     | 2848/5632 [16:10<14:38,  3.17it/s]
epoch 0 loss 0.30504:  51%|█████     | 2848/5632 [16:10<14:38,  3.17it/s]
epoch 0 loss 0.30504:  51%|█████     | 2849/5632 [16:10<14:33,  3.19it/s]
epoch 0 loss 0.30493:  51%|█████     | 2849/5632 [16:11<14:33,  3.19it/s]
epoch 0 loss 0.30493:  51%|█████     | 2850/5632 [16:11<14:29,  3.20it/s]
epoch 0 loss 0.30485:  51%|█████     | 2850/5632 [16:11<14:29,  3.20it/s]
epoch 0 loss 0.30485:  51%|█████     | 2851/5632 [16:11<14:26,  3.21it/s]
epoch 0 loss 0.3048:  51%|█████     | 2851/5632 [16:11<14:26,  3.21it/s] 
epoch 0 loss 0.3048:  51%|█████     | 2852/5632 [16:11<14:24,  3.22it/s]
epoch 0 loss 0.3047:  51%|█████     | 2852/5632 [16:12<14:24,  3.22it/s]
epoch 0 loss 0.3047:  51%|█████     | 2853/5632 [16:12<14:24,  3.21it/s]
epoch 0 loss 0.3046:  51%|█████     | 2853/5632 [16:12<14:24,  3.21it/s]
epoch 0 loss 0.3046:  51%|█████     | 2854/5632 [16:12<14:23,  3.22it/s]
epoch 0 loss 0.30456:  51%|█████     | 2854/5632 [16:12<14:23,  3.22it/s]
epoch 0 loss 0.30456:  51%|█████     | 2855/5632 [16:12<14:22,  3.22it/s]
epoch 0 loss 0.30446:  51%|█████     | 2855/5632 [16:13<14:22,  3.22it/s]
epoch 0 loss 0.30446:  51%|█████     | 2856/5632 [16:13<14:22,  3.22it/s]
epoch 0 loss 0.30436:  51%|█████     | 2856/5632 [16:13<14:22,  3.22it/s]
epoch 0 loss 0.30436:  51%|█████     | 2857/5632 [16:13<14:22,  3.22it/s]
epoch 0 loss 0.30426:  51%|█████     | 2857/5632 [16:13<14:22,  3.22it/s]
epoch 0 loss 0.30426:  51%|█████     | 2858/5632 [16:13<14:25,  3.21it/s]
epoch 0 loss 0.30417:  51%|█████     | 2858/5632 [16:14<14:25,  3.21it/s]
epoch 0 loss 0.30417:  51%|█████     | 2859/5632 [16:14<14:32,  3.18it/s]
epoch 0 loss 0.30407:  51%|█████     | 2859/5632 [16:14<14:32,  3.18it/s]
epoch 0 loss 0.30407:  51%|█████     | 2860/5632 [16:14<14:30,  3.18it/s]
epoch 0 loss 0.30398:  51%|█████     | 2860/5632 [16:14<14:30,  3.18it/s]
epoch 0 loss 0.30398:  51%|█████     | 2861/5632 [16:14<14:28,  3.19it/s]
epoch 0 loss 0.30388:  51%|█████     | 2861/5632 [16:14<14:28,  3.19it/s]
epoch 0 loss 0.30388:  51%|█████     | 2862/5632 [16:14<14:25,  3.20it/s]
epoch 0 loss 0.30378:  51%|█████     | 2862/5632 [16:15<14:25,  3.20it/s]
epoch 0 loss 0.30378:  51%|█████     | 2863/5632 [16:15<14:24,  3.20it/s]
epoch 0 loss 0.30367:  51%|█████     | 2863/5632 [16:15<14:24,  3.20it/s]
epoch 0 loss 0.30367:  51%|█████     | 2864/5632 [16:15<14:23,  3.20it/s]
epoch 0 loss 0.3036:  51%|█████     | 2864/5632 [16:15<14:23,  3.20it/s] 
epoch 0 loss 0.3036:  51%|█████     | 2865/5632 [16:15<14:22,  3.21it/s]
epoch 0 loss 0.30351:  51%|█████     | 2865/5632 [16:16<14:22,  3.21it/s]
epoch 0 loss 0.30351:  51%|█████     | 2866/5632 [16:16<14:20,  3.22it/s]
epoch 0 loss 0.30341:  51%|█████     | 2866/5632 [16:16<14:20,  3.22it/s]
epoch 0 loss 0.30341:  51%|█████     | 2867/5632 [16:16<14:18,  3.22it/s]
epoch 0 loss 0.3033:  51%|█████     | 2867/5632 [16:16<14:18,  3.22it/s] 
epoch 0 loss 0.3033:  51%|█████     | 2868/5632 [16:16<14:17,  3.22it/s]
epoch 0 loss 0.30321:  51%|█████     | 2868/5632 [16:17<14:17,  3.22it/s]
epoch 0 loss 0.30321:  51%|█████     | 2869/5632 [16:17<14:14,  3.23it/s]
epoch 0 loss 0.30326:  51%|█████     | 2869/5632 [16:17<14:14,  3.23it/s]
epoch 0 loss 0.30326:  51%|█████     | 2870/5632 [16:17<14:14,  3.23it/s]
epoch 0 loss 0.30316:  51%|█████     | 2870/5632 [16:17<14:14,  3.23it/s]
epoch 0 loss 0.30316:  51%|█████     | 2871/5632 [16:17<14:14,  3.23it/s]
epoch 0 loss 0.30322:  51%|█████     | 2871/5632 [16:18<14:14,  3.23it/s]
epoch 0 loss 0.30322:  51%|█████     | 2872/5632 [16:18<14:15,  3.23it/s]
epoch 0 loss 0.30312:  51%|█████     | 2872/5632 [16:18<14:15,  3.23it/s]
epoch 0 loss 0.30312:  51%|█████     | 2873/5632 [16:18<14:15,  3.23it/s]
epoch 0 loss 0.30307:  51%|█████     | 2873/5632 [16:18<14:15,  3.23it/s]
epoch 0 loss 0.30307:  51%|█████     | 2874/5632 [16:18<14:15,  3.22it/s]
epoch 0 loss 0.30297:  51%|█████     | 2874/5632 [16:19<14:15,  3.22it/s]
epoch 0 loss 0.30297:  51%|█████     | 2875/5632 [16:19<14:13,  3.23it/s]
epoch 0 loss 0.30288:  51%|█████     | 2875/5632 [16:19<14:13,  3.23it/s]
epoch 0 loss 0.30288:  51%|█████     | 2876/5632 [16:19<14:13,  3.23it/s]
epoch 0 loss 0.30279:  51%|█████     | 2876/5632 [16:19<14:13,  3.23it/s]
epoch 0 loss 0.30279:  51%|█████     | 2877/5632 [16:19<14:17,  3.21it/s]
epoch 0 loss 0.30278:  51%|█████     | 2877/5632 [16:19<14:17,  3.21it/s]
epoch 0 loss 0.30278:  51%|█████     | 2878/5632 [16:19<14:16,  3.22it/s]
epoch 0 loss 0.30268:  51%|█████     | 2878/5632 [16:20<14:16,  3.22it/s]
epoch 0 loss 0.30268:  51%|█████     | 2879/5632 [16:20<14:13,  3.22it/s]
epoch 0 loss 0.30258:  51%|█████     | 2879/5632 [16:20<14:13,  3.22it/s]
epoch 0 loss 0.30258:  51%|█████     | 2880/5632 [16:20<14:13,  3.23it/s]
epoch 0 loss 0.30248:  51%|█████     | 2880/5632 [16:20<14:13,  3.23it/s]
epoch 0 loss 0.30248:  51%|█████     | 2881/5632 [16:20<14:13,  3.22it/s]
epoch 0 loss 0.30239:  51%|█████     | 2881/5632 [16:22<14:13,  3.22it/s]
epoch 0 loss 0.30239:  51%|█████     | 2882/5632 [16:22<29:23,  1.56it/s]
epoch 0 loss 0.3023:  51%|█████     | 2882/5632 [16:22<29:23,  1.56it/s] 
epoch 0 loss 0.3023:  51%|█████     | 2883/5632 [16:22<24:48,  1.85it/s]
epoch 0 loss 0.30226:  51%|█████     | 2883/5632 [16:22<24:48,  1.85it/s]
epoch 0 loss 0.30226:  51%|█████     | 2884/5632 [16:22<21:37,  2.12it/s]
epoch 0 loss 0.30216:  51%|█████     | 2884/5632 [16:23<21:37,  2.12it/s]
epoch 0 loss 0.30216:  51%|█████     | 2885/5632 [16:23<19:27,  2.35it/s]
epoch 0 loss 0.30207:  51%|█████     | 2885/5632 [16:23<19:27,  2.35it/s]
epoch 0 loss 0.30207:  51%|█████     | 2886/5632 [16:23<17:53,  2.56it/s]
epoch 0 loss 0.30204:  51%|█████     | 2886/5632 [16:23<17:53,  2.56it/s]
epoch 0 loss 0.30204:  51%|█████▏    | 2887/5632 [16:23<16:47,  2.73it/s]
epoch 0 loss 0.30198:  51%|█████▏    | 2887/5632 [16:24<16:47,  2.73it/s]
epoch 0 loss 0.30198:  51%|█████▏    | 2888/5632 [16:24<15:59,  2.86it/s]
epoch 0 loss 0.30189:  51%|█████▏    | 2888/5632 [16:24<15:59,  2.86it/s]
epoch 0 loss 0.30189:  51%|█████▏    | 2889/5632 [16:24<15:28,  2.95it/s]
epoch 0 loss 0.3018:  51%|█████▏    | 2889/5632 [16:24<15:28,  2.95it/s] 
epoch 0 loss 0.3018:  51%|█████▏    | 2890/5632 [16:24<15:04,  3.03it/s]
epoch 0 loss 0.30171:  51%|█████▏    | 2890/5632 [16:25<15:04,  3.03it/s]
epoch 0 loss 0.30171:  51%|█████▏    | 2891/5632 [16:25<14:47,  3.09it/s]
epoch 0 loss 0.30161:  51%|█████▏    | 2891/5632 [16:25<14:47,  3.09it/s]
epoch 0 loss 0.30161:  51%|█████▏    | 2892/5632 [16:25<14:34,  3.13it/s]
epoch 0 loss 0.30151:  51%|█████▏    | 2892/5632 [16:25<14:34,  3.13it/s]
epoch 0 loss 0.30151:  51%|█████▏    | 2893/5632 [16:25<14:25,  3.16it/s]
epoch 0 loss 0.30141:  51%|█████▏    | 2893/5632 [16:26<14:25,  3.16it/s]
epoch 0 loss 0.30141:  51%|█████▏    | 2894/5632 [16:26<14:19,  3.18it/s]
epoch 0 loss 0.30137:  51%|█████▏    | 2894/5632 [16:26<14:19,  3.18it/s]
epoch 0 loss 0.30137:  51%|█████▏    | 2895/5632 [16:26<14:14,  3.20it/s]
epoch 0 loss 0.30139:  51%|█████▏    | 2895/5632 [16:26<14:14,  3.20it/s]
epoch 0 loss 0.30139:  51%|█████▏    | 2896/5632 [16:26<14:12,  3.21it/s]
epoch 0 loss 0.30129:  51%|█████▏    | 2896/5632 [16:26<14:12,  3.21it/s]
epoch 0 loss 0.30129:  51%|█████▏    | 2897/5632 [16:26<14:07,  3.23it/s]
epoch 0 loss 0.30119:  51%|█████▏    | 2897/5632 [16:27<14:07,  3.23it/s]
epoch 0 loss 0.30119:  51%|█████▏    | 2898/5632 [16:27<14:07,  3.23it/s]
epoch 0 loss 0.30109:  51%|█████▏    | 2898/5632 [16:27<14:07,  3.23it/s]
epoch 0 loss 0.30109:  51%|█████▏    | 2899/5632 [16:27<14:06,  3.23it/s]
epoch 0 loss 0.30099:  51%|█████▏    | 2899/5632 [16:27<14:06,  3.23it/s]
epoch 0 loss 0.30099:  51%|█████▏    | 2900/5632 [16:27<14:05,  3.23it/s]
epoch 0 loss 0.3009:  51%|█████▏    | 2900/5632 [16:28<14:05,  3.23it/s] 
epoch 0 loss 0.3009:  52%|█████▏    | 2901/5632 [16:28<14:06,  3.23it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2901/5632 [16:28<14:06,  3.23it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2902/5632 [16:28<14:10,  3.21it/s]
epoch 0 loss 0.30092:  52%|█████▏    | 2902/5632 [16:28<14:10,  3.21it/s]
epoch 0 loss 0.30092:  52%|█████▏    | 2903/5632 [16:28<14:16,  3.18it/s]
epoch 0 loss 0.30088:  52%|█████▏    | 2903/5632 [16:29<14:16,  3.18it/s]
epoch 0 loss 0.30088:  52%|█████▏    | 2904/5632 [16:29<14:20,  3.17it/s]
epoch 0 loss 0.3009:  52%|█████▏    | 2904/5632 [16:29<14:20,  3.17it/s] 
epoch 0 loss 0.3009:  52%|█████▏    | 2905/5632 [16:29<14:15,  3.19it/s]
epoch 0 loss 0.301:  52%|█████▏    | 2905/5632 [16:29<14:15,  3.19it/s] 
epoch 0 loss 0.301:  52%|█████▏    | 2906/5632 [16:29<14:12,  3.20it/s]
epoch 0 loss 0.3009:  52%|█████▏    | 2906/5632 [16:30<14:12,  3.20it/s]
epoch 0 loss 0.3009:  52%|█████▏    | 2907/5632 [16:30<14:08,  3.21it/s]
epoch 0 loss 0.3008:  52%|█████▏    | 2907/5632 [16:30<14:08,  3.21it/s]
epoch 0 loss 0.3008:  52%|█████▏    | 2908/5632 [16:30<14:06,  3.22it/s]
epoch 0 loss 0.30086:  52%|█████▏    | 2908/5632 [16:30<14:06,  3.22it/s]
epoch 0 loss 0.30086:  52%|█████▏    | 2909/5632 [16:30<14:07,  3.21it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2909/5632 [16:30<14:07,  3.21it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2910/5632 [16:30<14:04,  3.22it/s]
epoch 0 loss 0.30073:  52%|█████▏    | 2910/5632 [16:31<14:04,  3.22it/s]
epoch 0 loss 0.30073:  52%|█████▏    | 2911/5632 [16:31<14:05,  3.22it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2911/5632 [16:31<14:05,  3.22it/s]
epoch 0 loss 0.30082:  52%|█████▏    | 2912/5632 [16:31<14:04,  3.22it/s]
epoch 0 loss 0.30079:  52%|█████▏    | 2912/5632 [16:31<14:04,  3.22it/s]
epoch 0 loss 0.30079:  52%|█████▏    | 2913/5632 [16:31<14:04,  3.22it/s]
epoch 0 loss 0.30075:  52%|█████▏    | 2913/5632 [16:32<14:04,  3.22it/s]
epoch 0 loss 0.30075:  52%|█████▏    | 2914/5632 [16:32<14:03,  3.22it/s]
epoch 0 loss 0.30065:  52%|█████▏    | 2914/5632 [16:32<14:03,  3.22it/s]
epoch 0 loss 0.30065:  52%|█████▏    | 2915/5632 [16:32<14:04,  3.22it/s]
epoch 0 loss 0.30056:  52%|█████▏    | 2915/5632 [16:32<14:04,  3.22it/s]
epoch 0 loss 0.30056:  52%|█████▏    | 2916/5632 [16:32<14:04,  3.22it/s]
epoch 0 loss 0.3005:  52%|█████▏    | 2916/5632 [16:33<14:04,  3.22it/s] 
epoch 0 loss 0.3005:  52%|█████▏    | 2917/5632 [16:33<14:04,  3.21it/s]
epoch 0 loss 0.30041:  52%|█████▏    | 2917/5632 [16:33<14:04,  3.21it/s]
epoch 0 loss 0.30041:  52%|█████▏    | 2918/5632 [16:33<14:01,  3.22it/s]
epoch 0 loss 0.30031:  52%|█████▏    | 2918/5632 [16:33<14:01,  3.22it/s]
epoch 0 loss 0.30031:  52%|█████▏    | 2919/5632 [16:33<14:02,  3.22it/s]
epoch 0 loss 0.30021:  52%|█████▏    | 2919/5632 [16:34<14:02,  3.22it/s]
epoch 0 loss 0.30021:  52%|█████▏    | 2920/5632 [16:34<14:02,  3.22it/s]
epoch 0 loss 0.30014:  52%|█████▏    | 2920/5632 [16:34<14:02,  3.22it/s]
epoch 0 loss 0.30014:  52%|█████▏    | 2921/5632 [16:34<14:02,  3.22it/s]
epoch 0 loss 0.30004:  52%|█████▏    | 2921/5632 [16:34<14:02,  3.22it/s]
epoch 0 loss 0.30004:  52%|█████▏    | 2922/5632 [16:34<14:00,  3.23it/s]
epoch 0 loss 0.29997:  52%|█████▏    | 2922/5632 [16:35<14:00,  3.23it/s]
epoch 0 loss 0.29997:  52%|█████▏    | 2923/5632 [16:35<14:00,  3.22it/s]
epoch 0 loss 0.29993:  52%|█████▏    | 2923/5632 [16:35<14:00,  3.22it/s]
epoch 0 loss 0.29993:  52%|█████▏    | 2924/5632 [16:35<14:03,  3.21it/s]
epoch 0 loss 0.29989:  52%|█████▏    | 2924/5632 [16:35<14:03,  3.21it/s]
epoch 0 loss 0.29989:  52%|█████▏    | 2925/5632 [16:35<14:04,  3.21it/s]
epoch 0 loss 0.29984:  52%|█████▏    | 2925/5632 [16:35<14:04,  3.21it/s]
epoch 0 loss 0.29984:  52%|█████▏    | 2926/5632 [16:35<14:02,  3.21it/s]
epoch 0 loss 0.29976:  52%|█████▏    | 2926/5632 [16:37<14:02,  3.21it/s]
epoch 0 loss 0.29976:  52%|█████▏    | 2927/5632 [16:37<29:24,  1.53it/s]
epoch 0 loss 0.29974:  52%|█████▏    | 2927/5632 [16:37<29:24,  1.53it/s]
epoch 0 loss 0.29974:  52%|█████▏    | 2928/5632 [16:37<24:46,  1.82it/s]
epoch 0 loss 0.29974:  52%|█████▏    | 2928/5632 [16:38<24:46,  1.82it/s]
epoch 0 loss 0.29974:  52%|█████▏    | 2929/5632 [16:38<21:31,  2.09it/s]
epoch 0 loss 0.29965:  52%|█████▏    | 2929/5632 [16:38<21:31,  2.09it/s]
epoch 0 loss 0.29965:  52%|█████▏    | 2930/5632 [16:38<19:14,  2.34it/s]
epoch 0 loss 0.29956:  52%|█████▏    | 2930/5632 [16:38<19:14,  2.34it/s]
epoch 0 loss 0.29956:  52%|█████▏    | 2931/5632 [16:38<17:39,  2.55it/s]
epoch 0 loss 0.29962:  52%|█████▏    | 2931/5632 [16:38<17:39,  2.55it/s]
epoch 0 loss 0.29962:  52%|█████▏    | 2932/5632 [16:38<16:31,  2.72it/s]
epoch 0 loss 0.29952:  52%|█████▏    | 2932/5632 [16:39<16:31,  2.72it/s]
epoch 0 loss 0.29952:  52%|█████▏    | 2933/5632 [16:39<15:44,  2.86it/s]
epoch 0 loss 0.29955:  52%|█████▏    | 2933/5632 [16:39<15:44,  2.86it/s]
epoch 0 loss 0.29955:  52%|█████▏    | 2934/5632 [16:39<15:11,  2.96it/s]
epoch 0 loss 0.29945:  52%|█████▏    | 2934/5632 [16:39<15:11,  2.96it/s]
epoch 0 loss 0.29945:  52%|█████▏    | 2935/5632 [16:39<14:48,  3.03it/s]
epoch 0 loss 0.29937:  52%|█████▏    | 2935/5632 [16:40<14:48,  3.03it/s]
epoch 0 loss 0.29937:  52%|█████▏    | 2936/5632 [16:40<14:32,  3.09it/s]
epoch 0 loss 0.29928:  52%|█████▏    | 2936/5632 [16:40<14:32,  3.09it/s]
epoch 0 loss 0.29928:  52%|█████▏    | 2937/5632 [16:40<14:21,  3.13it/s]
epoch 0 loss 0.29922:  52%|█████▏    | 2937/5632 [16:40<14:21,  3.13it/s]
epoch 0 loss 0.29922:  52%|█████▏    | 2938/5632 [16:40<14:13,  3.16it/s]
epoch 0 loss 0.2992:  52%|█████▏    | 2938/5632 [16:41<14:13,  3.16it/s] 
epoch 0 loss 0.2992:  52%|█████▏    | 2939/5632 [16:41<14:06,  3.18it/s]
epoch 0 loss 0.2991:  52%|█████▏    | 2939/5632 [16:41<14:06,  3.18it/s]
epoch 0 loss 0.2991:  52%|█████▏    | 2940/5632 [16:41<14:01,  3.20it/s]
epoch 0 loss 0.2991:  52%|█████▏    | 2940/5632 [16:41<14:01,  3.20it/s]
epoch 0 loss 0.2991:  52%|█████▏    | 2941/5632 [16:41<13:59,  3.21it/s]
epoch 0 loss 0.29901:  52%|█████▏    | 2941/5632 [16:42<13:59,  3.21it/s]
epoch 0 loss 0.29901:  52%|█████▏    | 2942/5632 [16:42<13:56,  3.22it/s]
epoch 0 loss 0.29892:  52%|█████▏    | 2942/5632 [16:42<13:56,  3.22it/s]
epoch 0 loss 0.29892:  52%|█████▏    | 2943/5632 [16:42<13:55,  3.22it/s]
epoch 0 loss 0.29884:  52%|█████▏    | 2943/5632 [16:42<13:55,  3.22it/s]
epoch 0 loss 0.29884:  52%|█████▏    | 2944/5632 [16:42<13:54,  3.22it/s]
epoch 0 loss 0.29875:  52%|█████▏    | 2944/5632 [16:42<13:54,  3.22it/s]
epoch 0 loss 0.29875:  52%|█████▏    | 2945/5632 [16:42<13:53,  3.22it/s]
epoch 0 loss 0.29887:  52%|█████▏    | 2945/5632 [16:43<13:53,  3.22it/s]
epoch 0 loss 0.29887:  52%|█████▏    | 2946/5632 [16:43<13:52,  3.23it/s]
epoch 0 loss 0.29878:  52%|█████▏    | 2946/5632 [16:43<13:52,  3.23it/s]
epoch 0 loss 0.29878:  52%|█████▏    | 2947/5632 [16:43<13:50,  3.23it/s]
epoch 0 loss 0.29868:  52%|█████▏    | 2947/5632 [16:43<13:50,  3.23it/s]
epoch 0 loss 0.29868:  52%|█████▏    | 2948/5632 [16:43<13:50,  3.23it/s]
epoch 0 loss 0.29859:  52%|█████▏    | 2948/5632 [16:44<13:50,  3.23it/s]
epoch 0 loss 0.29859:  52%|█████▏    | 2949/5632 [16:44<13:51,  3.23it/s]
epoch 0 loss 0.29849:  52%|█████▏    | 2949/5632 [16:44<13:51,  3.23it/s]
epoch 0 loss 0.29849:  52%|█████▏    | 2950/5632 [16:44<13:50,  3.23it/s]
epoch 0 loss 0.29839:  52%|█████▏    | 2950/5632 [16:44<13:50,  3.23it/s]
epoch 0 loss 0.29839:  52%|█████▏    | 2951/5632 [16:44<13:50,  3.23it/s]
epoch 0 loss 0.2983:  52%|█████▏    | 2951/5632 [16:45<13:50,  3.23it/s] 
epoch 0 loss 0.2983:  52%|█████▏    | 2952/5632 [16:45<13:52,  3.22it/s]
epoch 0 loss 0.29828:  52%|█████▏    | 2952/5632 [16:45<13:52,  3.22it/s]
epoch 0 loss 0.29828:  52%|█████▏    | 2953/5632 [16:45<13:52,  3.22it/s]
epoch 0 loss 0.29819:  52%|█████▏    | 2953/5632 [16:45<13:52,  3.22it/s]
epoch 0 loss 0.29819:  52%|█████▏    | 2954/5632 [16:45<13:50,  3.22it/s]
epoch 0 loss 0.29809:  52%|█████▏    | 2954/5632 [16:46<13:50,  3.22it/s]
epoch 0 loss 0.29809:  52%|█████▏    | 2955/5632 [16:46<13:49,  3.23it/s]
epoch 0 loss 0.29802:  52%|█████▏    | 2955/5632 [16:46<13:49,  3.23it/s]
epoch 0 loss 0.29802:  52%|█████▏    | 2956/5632 [16:46<13:48,  3.23it/s]
epoch 0 loss 0.29792:  52%|█████▏    | 2956/5632 [16:46<13:48,  3.23it/s]
epoch 0 loss 0.29792:  53%|█████▎    | 2957/5632 [16:46<13:48,  3.23it/s]
epoch 0 loss 0.29787:  53%|█████▎    | 2957/5632 [16:47<13:48,  3.23it/s]
epoch 0 loss 0.29787:  53%|█████▎    | 2958/5632 [16:47<13:47,  3.23it/s]
epoch 0 loss 0.29777:  53%|█████▎    | 2958/5632 [16:47<13:47,  3.23it/s]
epoch 0 loss 0.29777:  53%|█████▎    | 2959/5632 [16:47<13:47,  3.23it/s]
epoch 0 loss 0.29784:  53%|█████▎    | 2959/5632 [16:47<13:47,  3.23it/s]
epoch 0 loss 0.29784:  53%|█████▎    | 2960/5632 [16:47<13:48,  3.23it/s]
epoch 0 loss 0.29774:  53%|█████▎    | 2960/5632 [16:47<13:48,  3.23it/s]
epoch 0 loss 0.29774:  53%|█████▎    | 2961/5632 [16:47<13:47,  3.23it/s]
epoch 0 loss 0.29767:  53%|█████▎    | 2961/5632 [16:48<13:47,  3.23it/s]
epoch 0 loss 0.29767:  53%|█████▎    | 2962/5632 [16:48<13:47,  3.23it/s]
epoch 0 loss 0.29768:  53%|█████▎    | 2962/5632 [16:48<13:47,  3.23it/s]
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epoch 0 loss 0.29761:  53%|█████▎    | 2963/5632 [16:48<13:46,  3.23it/s]
epoch 0 loss 0.29761:  53%|█████▎    | 2964/5632 [16:48<13:46,  3.23it/s]
epoch 0 loss 0.29752:  53%|█████▎    | 2964/5632 [16:49<13:46,  3.23it/s]
epoch 0 loss 0.29752:  53%|█████▎    | 2965/5632 [16:49<13:45,  3.23it/s]
epoch 0 loss 0.29742:  53%|█████▎    | 2965/5632 [16:49<13:45,  3.23it/s]
epoch 0 loss 0.29742:  53%|█████▎    | 2966/5632 [16:49<13:45,  3.23it/s]
epoch 0 loss 0.29733:  53%|█████▎    | 2966/5632 [16:49<13:45,  3.23it/s]
epoch 0 loss 0.29733:  53%|█████▎    | 2967/5632 [16:49<13:45,  3.23it/s]
epoch 0 loss 0.29724:  53%|█████▎    | 2967/5632 [16:51<13:45,  3.23it/s]
epoch 0 loss 0.29724:  53%|█████▎    | 2968/5632 [16:51<31:44,  1.40it/s]
epoch 0 loss 0.29715:  53%|█████▎    | 2968/5632 [16:51<31:44,  1.40it/s]
epoch 0 loss 0.29715:  53%|█████▎    | 2969/5632 [16:51<26:20,  1.68it/s]
epoch 0 loss 0.29706:  53%|█████▎    | 2969/5632 [16:52<26:20,  1.68it/s]
epoch 0 loss 0.29706:  53%|█████▎    | 2970/5632 [16:52<22:33,  1.97it/s]
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epoch 0 loss 0.29697:  53%|█████▎    | 2971/5632 [16:52<19:54,  2.23it/s]
epoch 0 loss 0.29688:  53%|█████▎    | 2971/5632 [16:52<19:54,  2.23it/s]
epoch 0 loss 0.29688:  53%|█████▎    | 2972/5632 [16:52<18:03,  2.45it/s]
epoch 0 loss 0.29679:  53%|█████▎    | 2972/5632 [16:53<18:03,  2.45it/s]
epoch 0 loss 0.29679:  53%|█████▎    | 2973/5632 [16:53<16:45,  2.64it/s]
epoch 0 loss 0.29676:  53%|█████▎    | 2973/5632 [16:53<16:45,  2.64it/s]
epoch 0 loss 0.29676:  53%|█████▎    | 2974/5632 [16:53<15:50,  2.80it/s]
epoch 0 loss 0.29669:  53%|█████▎    | 2974/5632 [16:53<15:50,  2.80it/s]
epoch 0 loss 0.29669:  53%|█████▎    | 2975/5632 [16:53<15:12,  2.91it/s]
epoch 0 loss 0.29659:  53%|█████▎    | 2975/5632 [16:53<15:12,  2.91it/s]
epoch 0 loss 0.29659:  53%|█████▎    | 2976/5632 [16:53<14:43,  3.01it/s]
epoch 0 loss 0.29651:  53%|█████▎    | 2976/5632 [16:54<14:43,  3.01it/s]
epoch 0 loss 0.29651:  53%|█████▎    | 2977/5632 [16:54<14:25,  3.07it/s]
epoch 0 loss 0.29645:  53%|█████▎    | 2977/5632 [16:54<14:25,  3.07it/s]
epoch 0 loss 0.29645:  53%|█████▎    | 2978/5632 [16:54<14:12,  3.11it/s]
epoch 0 loss 0.29635:  53%|█████▎    | 2978/5632 [16:54<14:12,  3.11it/s]
epoch 0 loss 0.29635:  53%|█████▎    | 2979/5632 [16:54<14:00,  3.16it/s]
epoch 0 loss 0.29626:  53%|█████▎    | 2979/5632 [16:55<14:00,  3.16it/s]
epoch 0 loss 0.29626:  53%|█████▎    | 2980/5632 [16:55<13:55,  3.18it/s]
epoch 0 loss 0.29617:  53%|█████▎    | 2980/5632 [16:55<13:55,  3.18it/s]
epoch 0 loss 0.29617:  53%|█████▎    | 2981/5632 [16:55<13:50,  3.19it/s]
epoch 0 loss 0.29608:  53%|█████▎    | 2981/5632 [16:55<13:50,  3.19it/s]
epoch 0 loss 0.29608:  53%|█████▎    | 2982/5632 [16:55<13:47,  3.20it/s]
epoch 0 loss 0.29599:  53%|█████▎    | 2982/5632 [16:56<13:47,  3.20it/s]
epoch 0 loss 0.29599:  53%|█████▎    | 2983/5632 [16:56<13:44,  3.21it/s]
epoch 0 loss 0.29591:  53%|█████▎    | 2983/5632 [16:56<13:44,  3.21it/s]
epoch 0 loss 0.29591:  53%|█████▎    | 2984/5632 [16:56<13:42,  3.22it/s]
epoch 0 loss 0.29581:  53%|█████▎    | 2984/5632 [16:56<13:42,  3.22it/s]
epoch 0 loss 0.29581:  53%|█████▎    | 2985/5632 [16:56<13:41,  3.22it/s]
epoch 0 loss 0.29572:  53%|█████▎    | 2985/5632 [16:57<13:41,  3.22it/s]
epoch 0 loss 0.29572:  53%|█████▎    | 2986/5632 [16:57<13:39,  3.23it/s]
epoch 0 loss 0.29565:  53%|█████▎    | 2986/5632 [16:57<13:39,  3.23it/s]
epoch 0 loss 0.29565:  53%|█████▎    | 2987/5632 [16:57<13:39,  3.23it/s]
epoch 0 loss 0.29556:  53%|█████▎    | 2987/5632 [16:57<13:39,  3.23it/s]
epoch 0 loss 0.29556:  53%|█████▎    | 2988/5632 [16:57<13:38,  3.23it/s]
epoch 0 loss 0.29547:  53%|█████▎    | 2988/5632 [16:57<13:38,  3.23it/s]
epoch 0 loss 0.29547:  53%|█████▎    | 2989/5632 [16:57<13:37,  3.23it/s]
epoch 0 loss 0.29542:  53%|█████▎    | 2989/5632 [16:58<13:37,  3.23it/s]
epoch 0 loss 0.29542:  53%|█████▎    | 2990/5632 [16:58<13:37,  3.23it/s]
epoch 0 loss 0.29533:  53%|█████▎    | 2990/5632 [16:58<13:37,  3.23it/s]
epoch 0 loss 0.29533:  53%|█████▎    | 2991/5632 [16:58<13:38,  3.23it/s]
epoch 0 loss 0.29523:  53%|█████▎    | 2991/5632 [16:58<13:38,  3.23it/s]
epoch 0 loss 0.29523:  53%|█████▎    | 2992/5632 [16:58<13:38,  3.22it/s]
epoch 0 loss 0.29514:  53%|█████▎    | 2992/5632 [16:59<13:38,  3.22it/s]
epoch 0 loss 0.29514:  53%|█████▎    | 2993/5632 [16:59<13:38,  3.22it/s]
epoch 0 loss 0.29505:  53%|█████▎    | 2993/5632 [16:59<13:38,  3.22it/s]
epoch 0 loss 0.29505:  53%|█████▎    | 2994/5632 [16:59<13:37,  3.23it/s]
epoch 0 loss 0.29496:  53%|█████▎    | 2994/5632 [16:59<13:37,  3.23it/s]
epoch 0 loss 0.29496:  53%|█████▎    | 2995/5632 [16:59<13:36,  3.23it/s]
epoch 0 loss 0.29487:  53%|█████▎    | 2995/5632 [17:00<13:36,  3.23it/s]
epoch 0 loss 0.29487:  53%|█████▎    | 2996/5632 [17:00<13:36,  3.23it/s]
epoch 0 loss 0.29478:  53%|█████▎    | 2996/5632 [17:00<13:36,  3.23it/s]
epoch 0 loss 0.29478:  53%|█████▎    | 2997/5632 [17:00<13:36,  3.23it/s]
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epoch 0 loss 0.29469:  53%|█████▎    | 2998/5632 [17:00<13:35,  3.23it/s]
epoch 0 loss 0.29459:  53%|█████▎    | 2998/5632 [17:01<13:35,  3.23it/s]
epoch 0 loss 0.29459:  53%|█████▎    | 2999/5632 [17:01<13:35,  3.23it/s]
epoch 0 loss 0.2945:  53%|█████▎    | 2999/5632 [17:01<13:35,  3.23it/s] 
epoch 0 loss 0.2945:  53%|█████▎    | 3000/5632 [17:01<13:34,  3.23it/s]
epoch 0 loss 0.29443:  53%|█████▎    | 3000/5632 [17:01<13:34,  3.23it/s]
epoch 0 loss 0.29443:  53%|█████▎    | 3001/5632 [17:01<13:34,  3.23it/s]
epoch 0 loss 0.29442:  53%|█████▎    | 3001/5632 [17:01<13:34,  3.23it/s]
epoch 0 loss 0.29442:  53%|█████▎    | 3002/5632 [17:01<13:34,  3.23it/s]
epoch 0 loss 0.29433:  53%|█████▎    | 3002/5632 [17:02<13:34,  3.23it/s]
epoch 0 loss 0.29433:  53%|█████▎    | 3003/5632 [17:02<13:33,  3.23it/s]
epoch 0 loss 0.29424:  53%|█████▎    | 3003/5632 [17:02<13:33,  3.23it/s]
epoch 0 loss 0.29424:  53%|█████▎    | 3004/5632 [17:02<13:33,  3.23it/s]
epoch 0 loss 0.29415:  53%|█████▎    | 3004/5632 [17:02<13:33,  3.23it/s]
epoch 0 loss 0.29415:  53%|█████▎    | 3005/5632 [17:02<13:33,  3.23it/s]
epoch 0 loss 0.29405:  53%|█████▎    | 3005/5632 [17:03<13:33,  3.23it/s]
epoch 0 loss 0.29405:  53%|█████▎    | 3006/5632 [17:03<13:32,  3.23it/s]
epoch 0 loss 0.29397:  53%|█████▎    | 3006/5632 [17:03<13:32,  3.23it/s]
epoch 0 loss 0.29397:  53%|█████▎    | 3007/5632 [17:03<13:32,  3.23it/s]
epoch 0 loss 0.29387:  53%|█████▎    | 3007/5632 [17:03<13:32,  3.23it/s]
epoch 0 loss 0.29387:  53%|█████▎    | 3008/5632 [17:03<13:32,  3.23it/s]
epoch 0 loss 0.29378:  53%|█████▎    | 3008/5632 [17:04<13:32,  3.23it/s]
epoch 0 loss 0.29378:  53%|█████▎    | 3009/5632 [17:04<13:32,  3.23it/s]
epoch 0 loss 0.29369:  53%|█████▎    | 3009/5632 [17:04<13:32,  3.23it/s]
epoch 0 loss 0.29369:  53%|█████▎    | 3010/5632 [17:04<13:32,  3.23it/s]
epoch 0 loss 0.29373:  53%|█████▎    | 3010/5632 [17:04<13:32,  3.23it/s]
epoch 0 loss 0.29373:  53%|█████▎    | 3011/5632 [17:04<13:31,  3.23it/s]
epoch 0 loss 0.29364:  53%|█████▎    | 3011/5632 [17:05<13:31,  3.23it/s]
epoch 0 loss 0.29364:  53%|█████▎    | 3012/5632 [17:05<13:30,  3.23it/s]
epoch 0 loss 0.29359:  53%|█████▎    | 3012/5632 [17:06<13:30,  3.23it/s]
epoch 0 loss 0.29359:  53%|█████▎    | 3013/5632 [17:06<29:29,  1.48it/s]
epoch 0 loss 0.29359:  53%|█████▎    | 3013/5632 [17:06<29:29,  1.48it/s]
epoch 0 loss 0.29359:  54%|█████▎    | 3014/5632 [17:06<24:41,  1.77it/s]
epoch 0 loss 0.2935:  54%|█████▎    | 3014/5632 [17:07<24:41,  1.77it/s] 
epoch 0 loss 0.2935:  54%|█████▎    | 3015/5632 [17:07<21:19,  2.05it/s]
epoch 0 loss 0.29341:  54%|█████▎    | 3015/5632 [17:07<21:19,  2.05it/s]
epoch 0 loss 0.29341:  54%|█████▎    | 3016/5632 [17:07<18:58,  2.30it/s]
epoch 0 loss 0.29332:  54%|█████▎    | 3016/5632 [17:07<18:58,  2.30it/s]
epoch 0 loss 0.29332:  54%|█████▎    | 3017/5632 [17:07<17:19,  2.52it/s]
epoch 0 loss 0.29322:  54%|█████▎    | 3017/5632 [17:08<17:19,  2.52it/s]
epoch 0 loss 0.29322:  54%|█████▎    | 3018/5632 [17:08<16:10,  2.69it/s]
epoch 0 loss 0.29313:  54%|█████▎    | 3018/5632 [17:08<16:10,  2.69it/s]
epoch 0 loss 0.29313:  54%|█████▎    | 3019/5632 [17:08<15:21,  2.84it/s]
epoch 0 loss 0.29304:  54%|█████▎    | 3019/5632 [17:08<15:21,  2.84it/s]
epoch 0 loss 0.29304:  54%|█████▎    | 3020/5632 [17:08<14:47,  2.94it/s]
epoch 0 loss 0.29298:  54%|█████▎    | 3020/5632 [17:09<14:47,  2.94it/s]
epoch 0 loss 0.29298:  54%|█████▎    | 3021/5632 [17:09<14:23,  3.02it/s]
epoch 0 loss 0.29289:  54%|█████▎    | 3021/5632 [17:09<14:23,  3.02it/s]
epoch 0 loss 0.29289:  54%|█████▎    | 3022/5632 [17:09<14:06,  3.08it/s]
epoch 0 loss 0.2928:  54%|█████▎    | 3022/5632 [17:09<14:06,  3.08it/s] 
epoch 0 loss 0.2928:  54%|█████▎    | 3023/5632 [17:09<13:57,  3.11it/s]
epoch 0 loss 0.29271:  54%|█████▎    | 3023/5632 [17:10<13:57,  3.11it/s]
epoch 0 loss 0.29271:  54%|█████▎    | 3024/5632 [17:10<13:48,  3.15it/s]
epoch 0 loss 0.29262:  54%|█████▎    | 3024/5632 [17:10<13:48,  3.15it/s]
epoch 0 loss 0.29262:  54%|█████▎    | 3025/5632 [17:10<13:41,  3.17it/s]
epoch 0 loss 0.29253:  54%|█████▎    | 3025/5632 [17:10<13:41,  3.17it/s]
epoch 0 loss 0.29253:  54%|█████▎    | 3026/5632 [17:10<13:37,  3.19it/s]
epoch 0 loss 0.29244:  54%|█████▎    | 3026/5632 [17:10<13:37,  3.19it/s]
epoch 0 loss 0.29244:  54%|█████▎    | 3027/5632 [17:10<13:33,  3.20it/s]
epoch 0 loss 0.29236:  54%|█████▎    | 3027/5632 [17:11<13:33,  3.20it/s]
epoch 0 loss 0.29236:  54%|█████▍    | 3028/5632 [17:11<13:31,  3.21it/s]
epoch 0 loss 0.29228:  54%|█████▍    | 3028/5632 [17:11<13:31,  3.21it/s]
epoch 0 loss 0.29228:  54%|█████▍    | 3029/5632 [17:11<13:28,  3.22it/s]
epoch 0 loss 0.29224:  54%|█████▍    | 3029/5632 [17:11<13:28,  3.22it/s]
epoch 0 loss 0.29224:  54%|█████▍    | 3030/5632 [17:11<13:27,  3.22it/s]
epoch 0 loss 0.29214:  54%|█████▍    | 3030/5632 [17:12<13:27,  3.22it/s]
epoch 0 loss 0.29214:  54%|█████▍    | 3031/5632 [17:12<13:25,  3.23it/s]
epoch 0 loss 0.29205:  54%|█████▍    | 3031/5632 [17:12<13:25,  3.23it/s]
epoch 0 loss 0.29205:  54%|█████▍    | 3032/5632 [17:12<13:24,  3.23it/s]
epoch 0 loss 0.29196:  54%|█████▍    | 3032/5632 [17:12<13:24,  3.23it/s]
epoch 0 loss 0.29196:  54%|█████▍    | 3033/5632 [17:12<13:24,  3.23it/s]
epoch 0 loss 0.29187:  54%|█████▍    | 3033/5632 [17:13<13:24,  3.23it/s]
epoch 0 loss 0.29187:  54%|█████▍    | 3034/5632 [17:13<13:24,  3.23it/s]
epoch 0 loss 0.29183:  54%|█████▍    | 3034/5632 [17:13<13:24,  3.23it/s]
epoch 0 loss 0.29183:  54%|█████▍    | 3035/5632 [17:13<13:24,  3.23it/s]
epoch 0 loss 0.29175:  54%|█████▍    | 3035/5632 [17:13<13:24,  3.23it/s]
epoch 0 loss 0.29175:  54%|█████▍    | 3036/5632 [17:13<13:23,  3.23it/s]
epoch 0 loss 0.29166:  54%|█████▍    | 3036/5632 [17:14<13:23,  3.23it/s]
epoch 0 loss 0.29166:  54%|█████▍    | 3037/5632 [17:14<13:21,  3.24it/s]
epoch 0 loss 0.29165:  54%|█████▍    | 3037/5632 [17:14<13:21,  3.24it/s]
epoch 0 loss 0.29165:  54%|█████▍    | 3038/5632 [17:14<13:22,  3.23it/s]
epoch 0 loss 0.29156:  54%|█████▍    | 3038/5632 [17:14<13:22,  3.23it/s]
epoch 0 loss 0.29156:  54%|█████▍    | 3039/5632 [17:14<13:21,  3.23it/s]
epoch 0 loss 0.29147:  54%|█████▍    | 3039/5632 [17:14<13:21,  3.23it/s]
epoch 0 loss 0.29147:  54%|█████▍    | 3040/5632 [17:14<13:23,  3.23it/s]
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epoch 0 loss 0.29139:  54%|█████▍    | 3041/5632 [17:15<13:22,  3.23it/s]
epoch 0 loss 0.29147:  54%|█████▍    | 3041/5632 [17:15<13:22,  3.23it/s]
epoch 0 loss 0.29147:  54%|█████▍    | 3042/5632 [17:15<13:20,  3.23it/s]
epoch 0 loss 0.2914:  54%|█████▍    | 3042/5632 [17:15<13:20,  3.23it/s] 
epoch 0 loss 0.2914:  54%|█████▍    | 3043/5632 [17:15<13:20,  3.24it/s]
epoch 0 loss 0.29133:  54%|█████▍    | 3043/5632 [17:16<13:20,  3.24it/s]
epoch 0 loss 0.29133:  54%|█████▍    | 3044/5632 [17:16<13:19,  3.24it/s]
epoch 0 loss 0.29125:  54%|█████▍    | 3044/5632 [17:16<13:19,  3.24it/s]
epoch 0 loss 0.29125:  54%|█████▍    | 3045/5632 [17:16<13:20,  3.23it/s]
epoch 0 loss 0.29116:  54%|█████▍    | 3045/5632 [17:16<13:20,  3.23it/s]
epoch 0 loss 0.29116:  54%|█████▍    | 3046/5632 [17:16<13:19,  3.23it/s]
epoch 0 loss 0.29107:  54%|█████▍    | 3046/5632 [17:17<13:19,  3.23it/s]
epoch 0 loss 0.29107:  54%|█████▍    | 3047/5632 [17:17<13:20,  3.23it/s]
epoch 0 loss 0.29098:  54%|█████▍    | 3047/5632 [17:17<13:20,  3.23it/s]
epoch 0 loss 0.29098:  54%|█████▍    | 3048/5632 [17:17<13:20,  3.23it/s]
epoch 0 loss 0.2909:  54%|█████▍    | 3048/5632 [17:17<13:20,  3.23it/s] 
epoch 0 loss 0.2909:  54%|█████▍    | 3049/5632 [17:17<13:21,  3.22it/s]
epoch 0 loss 0.2908:  54%|█████▍    | 3049/5632 [17:18<13:21,  3.22it/s]
epoch 0 loss 0.2908:  54%|█████▍    | 3050/5632 [17:18<13:20,  3.23it/s]
epoch 0 loss 0.29084:  54%|█████▍    | 3050/5632 [17:18<13:20,  3.23it/s]
epoch 0 loss 0.29084:  54%|█████▍    | 3051/5632 [17:18<13:18,  3.23it/s]
epoch 0 loss 0.29075:  54%|█████▍    | 3051/5632 [17:18<13:18,  3.23it/s]
epoch 0 loss 0.29075:  54%|█████▍    | 3052/5632 [17:18<13:18,  3.23it/s]
epoch 0 loss 0.29067:  54%|█████▍    | 3052/5632 [17:18<13:18,  3.23it/s]
epoch 0 loss 0.29067:  54%|█████▍    | 3053/5632 [17:18<13:17,  3.23it/s]
epoch 0 loss 0.29058:  54%|█████▍    | 3053/5632 [17:19<13:17,  3.23it/s]
epoch 0 loss 0.29058:  54%|█████▍    | 3054/5632 [17:19<13:17,  3.23it/s]
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epoch 0 loss 0.2904:  54%|█████▍    | 3055/5632 [17:19<13:17,  3.23it/s]
epoch 0 loss 0.2904:  54%|█████▍    | 3056/5632 [17:19<13:16,  3.23it/s]
epoch 0 loss 0.29038:  54%|█████▍    | 3056/5632 [17:20<13:16,  3.23it/s]
epoch 0 loss 0.29038:  54%|█████▍    | 3057/5632 [17:20<13:16,  3.23it/s]
epoch 0 loss 0.2903:  54%|█████▍    | 3057/5632 [17:20<13:16,  3.23it/s] 
epoch 0 loss 0.2903:  54%|█████▍    | 3058/5632 [17:20<13:15,  3.23it/s]
epoch 0 loss 0.2902:  54%|█████▍    | 3058/5632 [17:22<13:15,  3.23it/s]
epoch 0 loss 0.2902:  54%|█████▍    | 3059/5632 [17:22<29:15,  1.47it/s]
epoch 0 loss 0.29012:  54%|█████▍    | 3059/5632 [17:22<29:15,  1.47it/s]
epoch 0 loss 0.29012:  54%|█████▍    | 3060/5632 [17:22<24:28,  1.75it/s]
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epoch 0 loss 0.2901:  54%|█████▍    | 3061/5632 [17:22<21:05,  2.03it/s]
epoch 0 loss 0.29001:  54%|█████▍    | 3061/5632 [17:23<21:05,  2.03it/s]
epoch 0 loss 0.29001:  54%|█████▍    | 3062/5632 [17:23<18:43,  2.29it/s]
epoch 0 loss 0.28993:  54%|█████▍    | 3062/5632 [17:23<18:43,  2.29it/s]
epoch 0 loss 0.28993:  54%|█████▍    | 3063/5632 [17:23<17:04,  2.51it/s]
epoch 0 loss 0.28998:  54%|█████▍    | 3063/5632 [17:23<17:04,  2.51it/s]
epoch 0 loss 0.28998:  54%|█████▍    | 3064/5632 [17:23<15:58,  2.68it/s]
epoch 0 loss 0.2899:  54%|█████▍    | 3064/5632 [17:23<15:58,  2.68it/s] 
epoch 0 loss 0.2899:  54%|█████▍    | 3065/5632 [17:23<15:10,  2.82it/s]
epoch 0 loss 0.28981:  54%|█████▍    | 3065/5632 [17:24<15:10,  2.82it/s]
epoch 0 loss 0.28981:  54%|█████▍    | 3066/5632 [17:24<14:34,  2.93it/s]
epoch 0 loss 0.28972:  54%|█████▍    | 3066/5632 [17:24<14:34,  2.93it/s]
epoch 0 loss 0.28972:  54%|█████▍    | 3067/5632 [17:24<14:10,  3.02it/s]
epoch 0 loss 0.28963:  54%|█████▍    | 3067/5632 [17:24<14:10,  3.02it/s]
epoch 0 loss 0.28963:  54%|█████▍    | 3068/5632 [17:24<13:53,  3.08it/s]
epoch 0 loss 0.28962:  54%|█████▍    | 3068/5632 [17:25<13:53,  3.08it/s]
epoch 0 loss 0.28962:  54%|█████▍    | 3069/5632 [17:25<13:40,  3.12it/s]
epoch 0 loss 0.28953:  54%|█████▍    | 3069/5632 [17:25<13:40,  3.12it/s]
epoch 0 loss 0.28953:  55%|█████▍    | 3070/5632 [17:25<13:31,  3.16it/s]
epoch 0 loss 0.28944:  55%|█████▍    | 3070/5632 [17:25<13:31,  3.16it/s]
epoch 0 loss 0.28944:  55%|█████▍    | 3071/5632 [17:25<13:24,  3.18it/s]
epoch 0 loss 0.28951:  55%|█████▍    | 3071/5632 [17:26<13:24,  3.18it/s]
epoch 0 loss 0.28951:  55%|█████▍    | 3072/5632 [17:26<13:20,  3.20it/s]
epoch 0 loss 0.28943:  55%|█████▍    | 3072/5632 [17:26<13:20,  3.20it/s]
epoch 0 loss 0.28943:  55%|█████▍    | 3073/5632 [17:26<13:17,  3.21it/s]
epoch 0 loss 0.28934:  55%|█████▍    | 3073/5632 [17:26<13:17,  3.21it/s]
epoch 0 loss 0.28934:  55%|█████▍    | 3074/5632 [17:26<13:15,  3.21it/s]
epoch 0 loss 0.28924:  55%|█████▍    | 3074/5632 [17:27<13:15,  3.21it/s]
epoch 0 loss 0.28924:  55%|█████▍    | 3075/5632 [17:27<13:13,  3.22it/s]
epoch 0 loss 0.28915:  55%|█████▍    | 3075/5632 [17:27<13:13,  3.22it/s]
epoch 0 loss 0.28915:  55%|█████▍    | 3076/5632 [17:27<13:13,  3.22it/s]
epoch 0 loss 0.28925:  55%|█████▍    | 3076/5632 [17:27<13:13,  3.22it/s]
epoch 0 loss 0.28925:  55%|█████▍    | 3077/5632 [17:27<13:11,  3.23it/s]
epoch 0 loss 0.28916:  55%|█████▍    | 3077/5632 [17:27<13:11,  3.23it/s]
epoch 0 loss 0.28916:  55%|█████▍    | 3078/5632 [17:27<13:12,  3.22it/s]
epoch 0 loss 0.28907:  55%|█████▍    | 3078/5632 [17:28<13:12,  3.22it/s]
epoch 0 loss 0.28907:  55%|█████▍    | 3079/5632 [17:28<13:19,  3.19it/s]
epoch 0 loss 0.28898:  55%|█████▍    | 3079/5632 [17:28<13:19,  3.19it/s]
epoch 0 loss 0.28898:  55%|█████▍    | 3080/5632 [17:28<13:13,  3.21it/s]
epoch 0 loss 0.28889:  55%|█████▍    | 3080/5632 [17:28<13:13,  3.21it/s]
epoch 0 loss 0.28889:  55%|█████▍    | 3081/5632 [17:28<13:09,  3.23it/s]
epoch 0 loss 0.2888:  55%|█████▍    | 3081/5632 [17:29<13:09,  3.23it/s] 
epoch 0 loss 0.2888:  55%|█████▍    | 3082/5632 [17:29<13:06,  3.24it/s]
epoch 0 loss 0.28877:  55%|█████▍    | 3082/5632 [17:29<13:06,  3.24it/s]
epoch 0 loss 0.28877:  55%|█████▍    | 3083/5632 [17:29<13:07,  3.24it/s]
epoch 0 loss 0.2889:  55%|█████▍    | 3083/5632 [17:29<13:07,  3.24it/s] 
epoch 0 loss 0.2889:  55%|█████▍    | 3084/5632 [17:29<13:07,  3.24it/s]
epoch 0 loss 0.28881:  55%|█████▍    | 3084/5632 [17:30<13:07,  3.24it/s]
epoch 0 loss 0.28881:  55%|█████▍    | 3085/5632 [17:30<13:07,  3.23it/s]
epoch 0 loss 0.28873:  55%|█████▍    | 3085/5632 [17:30<13:07,  3.23it/s]
epoch 0 loss 0.28873:  55%|█████▍    | 3086/5632 [17:30<13:07,  3.23it/s]
epoch 0 loss 0.28866:  55%|█████▍    | 3086/5632 [17:30<13:07,  3.23it/s]
epoch 0 loss 0.28866:  55%|█████▍    | 3087/5632 [17:30<13:06,  3.23it/s]
epoch 0 loss 0.28857:  55%|█████▍    | 3087/5632 [17:31<13:06,  3.23it/s]
epoch 0 loss 0.28857:  55%|█████▍    | 3088/5632 [17:31<13:06,  3.24it/s]
epoch 0 loss 0.28849:  55%|█████▍    | 3088/5632 [17:31<13:06,  3.24it/s]
epoch 0 loss 0.28849:  55%|█████▍    | 3089/5632 [17:31<13:05,  3.24it/s]
epoch 0 loss 0.2884:  55%|█████▍    | 3089/5632 [17:31<13:05,  3.24it/s] 
epoch 0 loss 0.2884:  55%|█████▍    | 3090/5632 [17:31<13:06,  3.23it/s]
epoch 0 loss 0.28843:  55%|█████▍    | 3090/5632 [17:31<13:06,  3.23it/s]
epoch 0 loss 0.28843:  55%|█████▍    | 3091/5632 [17:32<13:07,  3.23it/s]
epoch 0 loss 0.28843:  55%|█████▍    | 3091/5632 [17:32<13:07,  3.23it/s]
epoch 0 loss 0.28843:  55%|█████▍    | 3092/5632 [17:32<13:04,  3.24it/s]
epoch 0 loss 0.28834:  55%|█████▍    | 3092/5632 [17:32<13:04,  3.24it/s]
epoch 0 loss 0.28834:  55%|█████▍    | 3093/5632 [17:32<13:04,  3.24it/s]
epoch 0 loss 0.28825:  55%|█████▍    | 3093/5632 [17:32<13:04,  3.24it/s]
epoch 0 loss 0.28825:  55%|█████▍    | 3094/5632 [17:32<13:03,  3.24it/s]
epoch 0 loss 0.28816:  55%|█████▍    | 3094/5632 [17:33<13:03,  3.24it/s]
epoch 0 loss 0.28816:  55%|█████▍    | 3095/5632 [17:33<13:05,  3.23it/s]
epoch 0 loss 0.2882:  55%|█████▍    | 3095/5632 [17:33<13:05,  3.23it/s] 
epoch 0 loss 0.2882:  55%|█████▍    | 3096/5632 [17:33<13:08,  3.21it/s]
epoch 0 loss 0.28813:  55%|█████▍    | 3096/5632 [17:33<13:08,  3.21it/s]
epoch 0 loss 0.28813:  55%|█████▍    | 3097/5632 [17:33<13:07,  3.22it/s]
epoch 0 loss 0.28804:  55%|█████▍    | 3097/5632 [17:34<13:07,  3.22it/s]
epoch 0 loss 0.28804:  55%|█████▌    | 3098/5632 [17:34<13:09,  3.21it/s]
epoch 0 loss 0.28796:  55%|█████▌    | 3098/5632 [17:34<13:09,  3.21it/s]
epoch 0 loss 0.28796:  55%|█████▌    | 3099/5632 [17:34<13:08,  3.21it/s]
epoch 0 loss 0.288:  55%|█████▌    | 3099/5632 [17:34<13:08,  3.21it/s]  
epoch 0 loss 0.288:  55%|█████▌    | 3100/5632 [17:34<13:08,  3.21it/s]
epoch 0 loss 0.28791:  55%|█████▌    | 3100/5632 [17:35<13:08,  3.21it/s]
epoch 0 loss 0.28791:  55%|█████▌    | 3101/5632 [17:35<13:07,  3.21it/s]
epoch 0 loss 0.28784:  55%|█████▌    | 3101/5632 [17:35<13:07,  3.21it/s]
epoch 0 loss 0.28784:  55%|█████▌    | 3102/5632 [17:35<13:06,  3.22it/s]
epoch 0 loss 0.28775:  55%|█████▌    | 3102/5632 [17:35<13:06,  3.22it/s]
epoch 0 loss 0.28775:  55%|█████▌    | 3103/5632 [17:35<13:04,  3.22it/s]
epoch 0 loss 0.28766:  55%|█████▌    | 3103/5632 [17:36<13:04,  3.22it/s]
epoch 0 loss 0.28766:  55%|█████▌    | 3104/5632 [17:36<13:04,  3.22it/s]
epoch 0 loss 0.28759:  55%|█████▌    | 3104/5632 [17:37<13:04,  3.22it/s]
epoch 0 loss 0.28759:  55%|█████▌    | 3105/5632 [17:37<30:53,  1.36it/s]
epoch 0 loss 0.28761:  55%|█████▌    | 3105/5632 [17:38<30:53,  1.36it/s]
epoch 0 loss 0.28761:  55%|█████▌    | 3106/5632 [17:38<25:43,  1.64it/s]
epoch 0 loss 0.28757:  55%|█████▌    | 3106/5632 [17:38<25:43,  1.64it/s]
epoch 0 loss 0.28757:  55%|█████▌    | 3107/5632 [17:38<22:04,  1.91it/s]
epoch 0 loss 0.28748:  55%|█████▌    | 3107/5632 [17:38<22:04,  1.91it/s]
epoch 0 loss 0.28748:  55%|█████▌    | 3108/5632 [17:38<19:26,  2.16it/s]
epoch 0 loss 0.2874:  55%|█████▌    | 3108/5632 [17:39<19:26,  2.16it/s] 
epoch 0 loss 0.2874:  55%|█████▌    | 3109/5632 [17:39<17:30,  2.40it/s]
epoch 0 loss 0.28732:  55%|█████▌    | 3109/5632 [17:39<17:30,  2.40it/s]
epoch 0 loss 0.28732:  55%|█████▌    | 3110/5632 [17:39<16:09,  2.60it/s]
epoch 0 loss 0.28726:  55%|█████▌    | 3110/5632 [17:39<16:09,  2.60it/s]
epoch 0 loss 0.28726:  55%|█████▌    | 3111/5632 [17:39<15:12,  2.76it/s]
epoch 0 loss 0.28717:  55%|█████▌    | 3111/5632 [17:39<15:12,  2.76it/s]
epoch 0 loss 0.28717:  55%|█████▌    | 3112/5632 [17:39<14:32,  2.89it/s]
epoch 0 loss 0.28708:  55%|█████▌    | 3112/5632 [17:40<14:32,  2.89it/s]
epoch 0 loss 0.28708:  55%|█████▌    | 3113/5632 [17:40<14:04,  2.98it/s]
epoch 0 loss 0.28701:  55%|█████▌    | 3113/5632 [17:40<14:04,  2.98it/s]
epoch 0 loss 0.28701:  55%|█████▌    | 3114/5632 [17:40<13:45,  3.05it/s]
epoch 0 loss 0.28692:  55%|█████▌    | 3114/5632 [17:40<13:45,  3.05it/s]
epoch 0 loss 0.28692:  55%|█████▌    | 3115/5632 [17:40<13:31,  3.10it/s]
epoch 0 loss 0.28684:  55%|█████▌    | 3115/5632 [17:41<13:31,  3.10it/s]
epoch 0 loss 0.28684:  55%|█████▌    | 3116/5632 [17:41<13:20,  3.14it/s]
epoch 0 loss 0.28675:  55%|█████▌    | 3116/5632 [17:41<13:20,  3.14it/s]
epoch 0 loss 0.28675:  55%|█████▌    | 3117/5632 [17:41<13:13,  3.17it/s]
epoch 0 loss 0.28666:  55%|█████▌    | 3117/5632 [17:41<13:13,  3.17it/s]
epoch 0 loss 0.28666:  55%|█████▌    | 3118/5632 [17:41<13:08,  3.19it/s]
epoch 0 loss 0.28657:  55%|█████▌    | 3118/5632 [17:42<13:08,  3.19it/s]
epoch 0 loss 0.28657:  55%|█████▌    | 3119/5632 [17:42<13:05,  3.20it/s]
epoch 0 loss 0.28649:  55%|█████▌    | 3119/5632 [17:42<13:05,  3.20it/s]
epoch 0 loss 0.28649:  55%|█████▌    | 3120/5632 [17:42<13:03,  3.21it/s]
epoch 0 loss 0.2864:  55%|█████▌    | 3120/5632 [17:42<13:03,  3.21it/s] 
epoch 0 loss 0.2864:  55%|█████▌    | 3121/5632 [17:42<13:00,  3.22it/s]
epoch 0 loss 0.28654:  55%|█████▌    | 3121/5632 [17:43<13:00,  3.22it/s]
epoch 0 loss 0.28654:  55%|█████▌    | 3122/5632 [17:43<12:55,  3.24it/s]
epoch 0 loss 0.28645:  55%|█████▌    | 3122/5632 [17:43<12:55,  3.24it/s]
epoch 0 loss 0.28645:  55%|█████▌    | 3123/5632 [17:43<12:55,  3.24it/s]
epoch 0 loss 0.28645:  55%|█████▌    | 3123/5632 [17:43<12:55,  3.24it/s]
epoch 0 loss 0.28645:  55%|█████▌    | 3124/5632 [17:43<12:54,  3.24it/s]
epoch 0 loss 0.28639:  55%|█████▌    | 3124/5632 [17:43<12:54,  3.24it/s]
epoch 0 loss 0.28639:  55%|█████▌    | 3125/5632 [17:43<12:51,  3.25it/s]
epoch 0 loss 0.2863:  55%|█████▌    | 3125/5632 [17:44<12:51,  3.25it/s] 
epoch 0 loss 0.2863:  56%|█████▌    | 3126/5632 [17:44<12:52,  3.25it/s]
epoch 0 loss 0.28628:  56%|█████▌    | 3126/5632 [17:44<12:52,  3.25it/s]
epoch 0 loss 0.28628:  56%|█████▌    | 3127/5632 [17:44<12:52,  3.24it/s]
epoch 0 loss 0.28626:  56%|█████▌    | 3127/5632 [17:44<12:52,  3.24it/s]
epoch 0 loss 0.28626:  56%|█████▌    | 3128/5632 [17:44<12:53,  3.24it/s]
epoch 0 loss 0.28617:  56%|█████▌    | 3128/5632 [17:45<12:53,  3.24it/s]
epoch 0 loss 0.28617:  56%|█████▌    | 3129/5632 [17:45<12:57,  3.22it/s]
epoch 0 loss 0.28609:  56%|█████▌    | 3129/5632 [17:45<12:57,  3.22it/s]
epoch 0 loss 0.28609:  56%|█████▌    | 3130/5632 [17:45<12:57,  3.22it/s]
epoch 0 loss 0.28609:  56%|█████▌    | 3130/5632 [17:45<12:57,  3.22it/s]
epoch 0 loss 0.28609:  56%|█████▌    | 3131/5632 [17:45<12:56,  3.22it/s]
epoch 0 loss 0.28601:  56%|█████▌    | 3131/5632 [17:46<12:56,  3.22it/s]
epoch 0 loss 0.28601:  56%|█████▌    | 3132/5632 [17:46<12:55,  3.22it/s]
epoch 0 loss 0.28592:  56%|█████▌    | 3132/5632 [17:46<12:55,  3.22it/s]
epoch 0 loss 0.28592:  56%|█████▌    | 3133/5632 [17:46<12:54,  3.23it/s]
epoch 0 loss 0.28584:  56%|█████▌    | 3133/5632 [17:46<12:54,  3.23it/s]
epoch 0 loss 0.28584:  56%|█████▌    | 3134/5632 [17:46<12:54,  3.23it/s]
epoch 0 loss 0.28578:  56%|█████▌    | 3134/5632 [17:47<12:54,  3.23it/s]
epoch 0 loss 0.28578:  56%|█████▌    | 3135/5632 [17:47<12:53,  3.23it/s]
epoch 0 loss 0.28569:  56%|█████▌    | 3135/5632 [17:47<12:53,  3.23it/s]
epoch 0 loss 0.28569:  56%|█████▌    | 3136/5632 [17:47<12:53,  3.22it/s]
epoch 0 loss 0.2856:  56%|█████▌    | 3136/5632 [17:47<12:53,  3.22it/s] 
epoch 0 loss 0.2856:  56%|█████▌    | 3137/5632 [17:47<12:53,  3.23it/s]
epoch 0 loss 0.28552:  56%|█████▌    | 3137/5632 [17:47<12:53,  3.23it/s]
epoch 0 loss 0.28552:  56%|█████▌    | 3138/5632 [17:48<12:53,  3.22it/s]
epoch 0 loss 0.28544:  56%|█████▌    | 3138/5632 [17:48<12:53,  3.22it/s]
epoch 0 loss 0.28544:  56%|█████▌    | 3139/5632 [17:48<13:09,  3.16it/s]
epoch 0 loss 0.28535:  56%|█████▌    | 3139/5632 [17:48<13:09,  3.16it/s]
epoch 0 loss 0.28535:  56%|█████▌    | 3140/5632 [17:48<13:04,  3.18it/s]
epoch 0 loss 0.28526:  56%|█████▌    | 3140/5632 [17:48<13:04,  3.18it/s]
epoch 0 loss 0.28526:  56%|█████▌    | 3141/5632 [17:48<12:58,  3.20it/s]
epoch 0 loss 0.28526:  56%|█████▌    | 3141/5632 [17:49<12:58,  3.20it/s]
epoch 0 loss 0.28526:  56%|█████▌    | 3142/5632 [17:49<12:57,  3.20it/s]
epoch 0 loss 0.28521:  56%|█████▌    | 3142/5632 [17:49<12:57,  3.20it/s]
epoch 0 loss 0.28521:  56%|█████▌    | 3143/5632 [17:49<12:53,  3.22it/s]
epoch 0 loss 0.28536:  56%|█████▌    | 3143/5632 [17:49<12:53,  3.22it/s]
epoch 0 loss 0.28536:  56%|█████▌    | 3144/5632 [17:49<12:53,  3.22it/s]
epoch 0 loss 0.28528:  56%|█████▌    | 3144/5632 [17:50<12:53,  3.22it/s]
epoch 0 loss 0.28528:  56%|█████▌    | 3145/5632 [17:50<12:53,  3.22it/s]
epoch 0 loss 0.28527:  56%|█████▌    | 3145/5632 [17:50<12:53,  3.22it/s]
epoch 0 loss 0.28527:  56%|█████▌    | 3146/5632 [17:50<12:52,  3.22it/s]
epoch 0 loss 0.28525:  56%|█████▌    | 3146/5632 [17:50<12:52,  3.22it/s]
epoch 0 loss 0.28525:  56%|█████▌    | 3147/5632 [17:50<12:50,  3.23it/s]
epoch 0 loss 0.28523:  56%|█████▌    | 3147/5632 [17:51<12:50,  3.23it/s]
epoch 0 loss 0.28523:  56%|█████▌    | 3148/5632 [17:51<12:48,  3.23it/s]
epoch 0 loss 0.28515:  56%|█████▌    | 3148/5632 [17:51<12:48,  3.23it/s]
epoch 0 loss 0.28515:  56%|█████▌    | 3149/5632 [17:51<12:48,  3.23it/s]
epoch 0 loss 0.28507:  56%|█████▌    | 3149/5632 [17:52<12:48,  3.23it/s]
epoch 0 loss 0.28507:  56%|█████▌    | 3150/5632 [17:52<24:49,  1.67it/s]
epoch 0 loss 0.28503:  56%|█████▌    | 3150/5632 [17:53<24:49,  1.67it/s]
epoch 0 loss 0.28503:  56%|█████▌    | 3151/5632 [17:53<21:11,  1.95it/s]
epoch 0 loss 0.28494:  56%|█████▌    | 3151/5632 [17:53<21:11,  1.95it/s]
epoch 0 loss 0.28494:  56%|█████▌    | 3152/5632 [17:53<18:40,  2.21it/s]
epoch 0 loss 0.28494:  56%|█████▌    | 3152/5632 [17:53<18:40,  2.21it/s]
epoch 0 loss 0.28494:  56%|█████▌    | 3153/5632 [17:53<16:54,  2.44it/s]
epoch 0 loss 0.28488:  56%|█████▌    | 3153/5632 [17:53<16:54,  2.44it/s]
epoch 0 loss 0.28488:  56%|█████▌    | 3154/5632 [17:53<15:40,  2.64it/s]
epoch 0 loss 0.28483:  56%|█████▌    | 3154/5632 [17:54<15:40,  2.64it/s]
epoch 0 loss 0.28483:  56%|█████▌    | 3155/5632 [17:54<14:47,  2.79it/s]
epoch 0 loss 0.28475:  56%|█████▌    | 3155/5632 [17:54<14:47,  2.79it/s]
epoch 0 loss 0.28475:  56%|█████▌    | 3156/5632 [17:54<14:11,  2.91it/s]
epoch 0 loss 0.28467:  56%|█████▌    | 3156/5632 [17:54<14:11,  2.91it/s]
epoch 0 loss 0.28467:  56%|█████▌    | 3157/5632 [17:54<13:45,  3.00it/s]
epoch 0 loss 0.28468:  56%|█████▌    | 3157/5632 [17:55<13:45,  3.00it/s]
epoch 0 loss 0.28468:  56%|█████▌    | 3158/5632 [17:55<13:26,  3.07it/s]
epoch 0 loss 0.28464:  56%|█████▌    | 3158/5632 [17:55<13:26,  3.07it/s]
epoch 0 loss 0.28464:  56%|█████▌    | 3159/5632 [17:55<13:12,  3.12it/s]
epoch 0 loss 0.28455:  56%|█████▌    | 3159/5632 [17:55<13:12,  3.12it/s]
epoch 0 loss 0.28455:  56%|█████▌    | 3160/5632 [17:55<13:04,  3.15it/s]
epoch 0 loss 0.28447:  56%|█████▌    | 3160/5632 [17:56<13:04,  3.15it/s]
epoch 0 loss 0.28447:  56%|█████▌    | 3161/5632 [17:56<12:58,  3.17it/s]
epoch 0 loss 0.28439:  56%|█████▌    | 3161/5632 [17:56<12:58,  3.17it/s]
epoch 0 loss 0.28439:  56%|█████▌    | 3162/5632 [17:56<12:54,  3.19it/s]
epoch 0 loss 0.2843:  56%|█████▌    | 3162/5632 [17:56<12:54,  3.19it/s] 
epoch 0 loss 0.2843:  56%|█████▌    | 3163/5632 [17:56<12:50,  3.21it/s]
epoch 0 loss 0.28429:  56%|█████▌    | 3163/5632 [17:57<12:50,  3.21it/s]
epoch 0 loss 0.28429:  56%|█████▌    | 3164/5632 [17:57<12:49,  3.21it/s]
epoch 0 loss 0.28421:  56%|█████▌    | 3164/5632 [17:57<12:49,  3.21it/s]
epoch 0 loss 0.28421:  56%|█████▌    | 3165/5632 [17:57<12:48,  3.21it/s]
epoch 0 loss 0.28413:  56%|█████▌    | 3165/5632 [17:57<12:48,  3.21it/s]
epoch 0 loss 0.28413:  56%|█████▌    | 3166/5632 [17:57<12:48,  3.21it/s]
epoch 0 loss 0.28404:  56%|█████▌    | 3166/5632 [17:57<12:48,  3.21it/s]
epoch 0 loss 0.28404:  56%|█████▌    | 3167/5632 [17:57<12:46,  3.22it/s]
epoch 0 loss 0.28396:  56%|█████▌    | 3167/5632 [17:58<12:46,  3.22it/s]
epoch 0 loss 0.28396:  56%|█████▋    | 3168/5632 [17:58<12:45,  3.22it/s]
epoch 0 loss 0.28388:  56%|█████▋    | 3168/5632 [17:58<12:45,  3.22it/s]
epoch 0 loss 0.28388:  56%|█████▋    | 3169/5632 [17:58<12:45,  3.22it/s]
epoch 0 loss 0.28385:  56%|█████▋    | 3169/5632 [17:58<12:45,  3.22it/s]
epoch 0 loss 0.28385:  56%|█████▋    | 3170/5632 [17:58<12:47,  3.21it/s]
epoch 0 loss 0.28377:  56%|█████▋    | 3170/5632 [17:59<12:47,  3.21it/s]
epoch 0 loss 0.28377:  56%|█████▋    | 3171/5632 [17:59<12:54,  3.18it/s]
epoch 0 loss 0.28373:  56%|█████▋    | 3171/5632 [17:59<12:54,  3.18it/s]
epoch 0 loss 0.28373:  56%|█████▋    | 3172/5632 [17:59<12:51,  3.19it/s]
epoch 0 loss 0.28365:  56%|█████▋    | 3172/5632 [17:59<12:51,  3.19it/s]
epoch 0 loss 0.28365:  56%|█████▋    | 3173/5632 [17:59<12:48,  3.20it/s]
epoch 0 loss 0.28357:  56%|█████▋    | 3173/5632 [18:00<12:48,  3.20it/s]
epoch 0 loss 0.28357:  56%|█████▋    | 3174/5632 [18:00<12:45,  3.21it/s]
epoch 0 loss 0.28349:  56%|█████▋    | 3174/5632 [18:00<12:45,  3.21it/s]
epoch 0 loss 0.28349:  56%|█████▋    | 3175/5632 [18:00<12:45,  3.21it/s]
epoch 0 loss 0.2834:  56%|█████▋    | 3175/5632 [18:00<12:45,  3.21it/s] 
epoch 0 loss 0.2834:  56%|█████▋    | 3176/5632 [18:00<12:45,  3.21it/s]
epoch 0 loss 0.28341:  56%|█████▋    | 3176/5632 [18:01<12:45,  3.21it/s]
epoch 0 loss 0.28341:  56%|█████▋    | 3177/5632 [18:01<12:53,  3.17it/s]
epoch 0 loss 0.28332:  56%|█████▋    | 3177/5632 [18:01<12:53,  3.17it/s]
epoch 0 loss 0.28332:  56%|█████▋    | 3178/5632 [18:01<12:49,  3.19it/s]
epoch 0 loss 0.28324:  56%|█████▋    | 3178/5632 [18:01<12:49,  3.19it/s]
epoch 0 loss 0.28324:  56%|█████▋    | 3179/5632 [18:01<12:47,  3.20it/s]
epoch 0 loss 0.28329:  56%|█████▋    | 3179/5632 [18:02<12:47,  3.20it/s]
epoch 0 loss 0.28329:  56%|█████▋    | 3180/5632 [18:02<12:43,  3.21it/s]
epoch 0 loss 0.28326:  56%|█████▋    | 3180/5632 [18:02<12:43,  3.21it/s]
epoch 0 loss 0.28326:  56%|█████▋    | 3181/5632 [18:02<12:40,  3.22it/s]
epoch 0 loss 0.28318:  56%|█████▋    | 3181/5632 [18:02<12:40,  3.22it/s]
epoch 0 loss 0.28318:  56%|█████▋    | 3182/5632 [18:02<12:39,  3.23it/s]
epoch 0 loss 0.2831:  56%|█████▋    | 3182/5632 [18:02<12:39,  3.23it/s] 
epoch 0 loss 0.2831:  57%|█████▋    | 3183/5632 [18:02<12:37,  3.23it/s]
epoch 0 loss 0.28302:  57%|█████▋    | 3183/5632 [18:03<12:37,  3.23it/s]
epoch 0 loss 0.28302:  57%|█████▋    | 3184/5632 [18:03<12:41,  3.22it/s]
epoch 0 loss 0.28293:  57%|█████▋    | 3184/5632 [18:03<12:41,  3.22it/s]
epoch 0 loss 0.28293:  57%|█████▋    | 3185/5632 [18:03<12:41,  3.21it/s]
epoch 0 loss 0.28284:  57%|█████▋    | 3185/5632 [18:03<12:41,  3.21it/s]
epoch 0 loss 0.28284:  57%|█████▋    | 3186/5632 [18:03<12:39,  3.22it/s]
epoch 0 loss 0.28276:  57%|█████▋    | 3186/5632 [18:04<12:39,  3.22it/s]
epoch 0 loss 0.28276:  57%|█████▋    | 3187/5632 [18:04<12:36,  3.23it/s]
epoch 0 loss 0.28269:  57%|█████▋    | 3187/5632 [18:04<12:36,  3.23it/s]
epoch 0 loss 0.28269:  57%|█████▋    | 3188/5632 [18:04<12:37,  3.23it/s]
epoch 0 loss 0.2826:  57%|█████▋    | 3188/5632 [18:04<12:37,  3.23it/s] 
epoch 0 loss 0.2826:  57%|█████▋    | 3189/5632 [18:04<12:36,  3.23it/s]
epoch 0 loss 0.28256:  57%|█████▋    | 3189/5632 [18:05<12:36,  3.23it/s]
epoch 0 loss 0.28256:  57%|█████▋    | 3190/5632 [18:05<12:37,  3.22it/s]
epoch 0 loss 0.28249:  57%|█████▋    | 3190/5632 [18:06<12:37,  3.22it/s]
epoch 0 loss 0.28249:  57%|█████▋    | 3191/5632 [18:06<30:42,  1.32it/s]
epoch 0 loss 0.2824:  57%|█████▋    | 3191/5632 [18:07<30:42,  1.32it/s] 
epoch 0 loss 0.2824:  57%|█████▋    | 3192/5632 [18:07<25:16,  1.61it/s]
epoch 0 loss 0.28232:  57%|█████▋    | 3192/5632 [18:07<25:16,  1.61it/s]
epoch 0 loss 0.28232:  57%|█████▋    | 3193/5632 [18:07<21:27,  1.89it/s]
epoch 0 loss 0.28223:  57%|█████▋    | 3193/5632 [18:07<21:27,  1.89it/s]
epoch 0 loss 0.28223:  57%|█████▋    | 3194/5632 [18:07<18:46,  2.16it/s]
epoch 0 loss 0.28216:  57%|█████▋    | 3194/5632 [18:08<18:46,  2.16it/s]
epoch 0 loss 0.28216:  57%|█████▋    | 3195/5632 [18:08<16:54,  2.40it/s]
epoch 0 loss 0.28208:  57%|█████▋    | 3195/5632 [18:08<16:54,  2.40it/s]
epoch 0 loss 0.28208:  57%|█████▋    | 3196/5632 [18:08<15:35,  2.61it/s]
epoch 0 loss 0.28204:  57%|█████▋    | 3196/5632 [18:08<15:35,  2.61it/s]
epoch 0 loss 0.28204:  57%|█████▋    | 3197/5632 [18:08<14:41,  2.76it/s]
epoch 0 loss 0.28197:  57%|█████▋    | 3197/5632 [18:09<14:41,  2.76it/s]
epoch 0 loss 0.28197:  57%|█████▋    | 3198/5632 [18:09<14:02,  2.89it/s]
epoch 0 loss 0.28196:  57%|█████▋    | 3198/5632 [18:09<14:02,  2.89it/s]
epoch 0 loss 0.28196:  57%|█████▋    | 3199/5632 [18:09<13:35,  2.98it/s]
epoch 0 loss 0.28189:  57%|█████▋    | 3199/5632 [18:09<13:35,  2.98it/s]
epoch 0 loss 0.28189:  57%|█████▋    | 3200/5632 [18:09<13:16,  3.05it/s]
epoch 0 loss 0.28181:  57%|█████▋    | 3200/5632 [18:10<13:16,  3.05it/s]
epoch 0 loss 0.28181:  57%|█████▋    | 3201/5632 [18:10<13:03,  3.10it/s]
epoch 0 loss 0.28176:  57%|█████▋    | 3201/5632 [18:10<13:03,  3.10it/s]
epoch 0 loss 0.28176:  57%|█████▋    | 3202/5632 [18:10<12:53,  3.14it/s]
epoch 0 loss 0.28168:  57%|█████▋    | 3202/5632 [18:10<12:53,  3.14it/s]
epoch 0 loss 0.28168:  57%|█████▋    | 3203/5632 [18:10<12:46,  3.17it/s]
epoch 0 loss 0.28159:  57%|█████▋    | 3203/5632 [18:10<12:46,  3.17it/s]
epoch 0 loss 0.28159:  57%|█████▋    | 3204/5632 [18:10<12:42,  3.19it/s]
epoch 0 loss 0.28151:  57%|█████▋    | 3204/5632 [18:11<12:42,  3.19it/s]
epoch 0 loss 0.28151:  57%|█████▋    | 3205/5632 [18:11<12:38,  3.20it/s]
epoch 0 loss 0.28143:  57%|█████▋    | 3205/5632 [18:11<12:38,  3.20it/s]
epoch 0 loss 0.28143:  57%|█████▋    | 3206/5632 [18:11<12:34,  3.21it/s]
epoch 0 loss 0.28135:  57%|█████▋    | 3206/5632 [18:11<12:34,  3.21it/s]
epoch 0 loss 0.28135:  57%|█████▋    | 3207/5632 [18:11<12:33,  3.22it/s]
epoch 0 loss 0.28126:  57%|█████▋    | 3207/5632 [18:12<12:33,  3.22it/s]
epoch 0 loss 0.28126:  57%|█████▋    | 3208/5632 [18:12<12:32,  3.22it/s]
epoch 0 loss 0.28118:  57%|█████▋    | 3208/5632 [18:12<12:32,  3.22it/s]
epoch 0 loss 0.28118:  57%|█████▋    | 3209/5632 [18:12<12:31,  3.22it/s]
epoch 0 loss 0.28121:  57%|█████▋    | 3209/5632 [18:12<12:31,  3.22it/s]
epoch 0 loss 0.28121:  57%|█████▋    | 3210/5632 [18:12<12:30,  3.23it/s]
epoch 0 loss 0.28114:  57%|█████▋    | 3210/5632 [18:13<12:30,  3.23it/s]
epoch 0 loss 0.28114:  57%|█████▋    | 3211/5632 [18:13<12:30,  3.22it/s]
epoch 0 loss 0.2812:  57%|█████▋    | 3211/5632 [18:13<12:30,  3.22it/s] 
epoch 0 loss 0.2812:  57%|█████▋    | 3212/5632 [18:13<12:31,  3.22it/s]
epoch 0 loss 0.28111:  57%|█████▋    | 3212/5632 [18:13<12:31,  3.22it/s]
epoch 0 loss 0.28111:  57%|█████▋    | 3213/5632 [18:13<12:37,  3.19it/s]
epoch 0 loss 0.28103:  57%|█████▋    | 3213/5632 [18:14<12:37,  3.19it/s]
epoch 0 loss 0.28103:  57%|█████▋    | 3214/5632 [18:14<12:35,  3.20it/s]
epoch 0 loss 0.28094:  57%|█████▋    | 3214/5632 [18:14<12:35,  3.20it/s]
epoch 0 loss 0.28094:  57%|█████▋    | 3215/5632 [18:14<12:32,  3.21it/s]
epoch 0 loss 0.28096:  57%|█████▋    | 3215/5632 [18:14<12:32,  3.21it/s]
epoch 0 loss 0.28096:  57%|█████▋    | 3216/5632 [18:14<12:31,  3.21it/s]
epoch 0 loss 0.28093:  57%|█████▋    | 3216/5632 [18:14<12:31,  3.21it/s]
epoch 0 loss 0.28093:  57%|█████▋    | 3217/5632 [18:14<12:30,  3.22it/s]
epoch 0 loss 0.28085:  57%|█████▋    | 3217/5632 [18:15<12:30,  3.22it/s]
epoch 0 loss 0.28085:  57%|█████▋    | 3218/5632 [18:15<12:29,  3.22it/s]
epoch 0 loss 0.28077:  57%|█████▋    | 3218/5632 [18:15<12:29,  3.22it/s]
epoch 0 loss 0.28077:  57%|█████▋    | 3219/5632 [18:15<12:27,  3.23it/s]
epoch 0 loss 0.28068:  57%|█████▋    | 3219/5632 [18:15<12:27,  3.23it/s]
epoch 0 loss 0.28068:  57%|█████▋    | 3220/5632 [18:15<12:27,  3.23it/s]
epoch 0 loss 0.28065:  57%|█████▋    | 3220/5632 [18:16<12:27,  3.23it/s]
epoch 0 loss 0.28065:  57%|█████▋    | 3221/5632 [18:16<12:26,  3.23it/s]
epoch 0 loss 0.28056:  57%|█████▋    | 3221/5632 [18:16<12:26,  3.23it/s]
epoch 0 loss 0.28056:  57%|█████▋    | 3222/5632 [18:16<12:26,  3.23it/s]
epoch 0 loss 0.28048:  57%|█████▋    | 3222/5632 [18:16<12:26,  3.23it/s]
epoch 0 loss 0.28048:  57%|█████▋    | 3223/5632 [18:16<12:26,  3.23it/s]
epoch 0 loss 0.2804:  57%|█████▋    | 3223/5632 [18:17<12:26,  3.23it/s] 
epoch 0 loss 0.2804:  57%|█████▋    | 3224/5632 [18:17<12:26,  3.23it/s]
epoch 0 loss 0.28034:  57%|█████▋    | 3224/5632 [18:17<12:26,  3.23it/s]
epoch 0 loss 0.28034:  57%|█████▋    | 3225/5632 [18:17<12:45,  3.14it/s]
epoch 0 loss 0.28025:  57%|█████▋    | 3225/5632 [18:17<12:45,  3.14it/s]
epoch 0 loss 0.28025:  57%|█████▋    | 3226/5632 [18:17<12:37,  3.18it/s]
epoch 0 loss 0.28017:  57%|█████▋    | 3226/5632 [18:18<12:37,  3.18it/s]
epoch 0 loss 0.28017:  57%|█████▋    | 3227/5632 [18:18<12:33,  3.19it/s]
epoch 0 loss 0.2801:  57%|█████▋    | 3227/5632 [18:18<12:33,  3.19it/s] 
epoch 0 loss 0.2801:  57%|█████▋    | 3228/5632 [18:18<12:32,  3.19it/s]
epoch 0 loss 0.28002:  57%|█████▋    | 3228/5632 [18:18<12:32,  3.19it/s]
epoch 0 loss 0.28002:  57%|█████▋    | 3229/5632 [18:18<12:31,  3.20it/s]
epoch 0 loss 0.28004:  57%|█████▋    | 3229/5632 [18:19<12:31,  3.20it/s]
epoch 0 loss 0.28004:  57%|█████▋    | 3230/5632 [18:19<12:28,  3.21it/s]
epoch 0 loss 0.28002:  57%|█████▋    | 3230/5632 [18:19<12:28,  3.21it/s]
epoch 0 loss 0.28002:  57%|█████▋    | 3231/5632 [18:19<12:26,  3.21it/s]
epoch 0 loss 0.27994:  57%|█████▋    | 3231/5632 [18:19<12:26,  3.21it/s]
epoch 0 loss 0.27994:  57%|█████▋    | 3232/5632 [18:19<12:25,  3.22it/s]
epoch 0 loss 0.27987:  57%|█████▋    | 3232/5632 [18:19<12:25,  3.22it/s]
epoch 0 loss 0.27987:  57%|█████▋    | 3233/5632 [18:19<12:24,  3.22it/s]
epoch 0 loss 0.27979:  57%|█████▋    | 3233/5632 [18:20<12:24,  3.22it/s]
epoch 0 loss 0.27979:  57%|█████▋    | 3234/5632 [18:20<12:26,  3.21it/s]
epoch 0 loss 0.27976:  57%|█████▋    | 3234/5632 [18:20<12:26,  3.21it/s]
epoch 0 loss 0.27976:  57%|█████▋    | 3235/5632 [18:20<12:29,  3.20it/s]
epoch 0 loss 0.2797:  57%|█████▋    | 3235/5632 [18:22<12:29,  3.20it/s] 
epoch 0 loss 0.2797:  57%|█████▋    | 3236/5632 [18:22<26:21,  1.52it/s]
epoch 0 loss 0.27962:  57%|█████▋    | 3236/5632 [18:22<26:21,  1.52it/s]
epoch 0 loss 0.27962:  57%|█████▋    | 3237/5632 [18:22<22:13,  1.80it/s]
epoch 0 loss 0.27954:  57%|█████▋    | 3237/5632 [18:22<22:13,  1.80it/s]
epoch 0 loss 0.27954:  57%|█████▋    | 3238/5632 [18:22<19:17,  2.07it/s]
epoch 0 loss 0.27946:  57%|█████▋    | 3238/5632 [18:23<19:17,  2.07it/s]
epoch 0 loss 0.27946:  58%|█████▊    | 3239/5632 [18:23<17:10,  2.32it/s]
epoch 0 loss 0.27938:  58%|█████▊    | 3239/5632 [18:23<17:10,  2.32it/s]
epoch 0 loss 0.27938:  58%|█████▊    | 3240/5632 [18:23<15:46,  2.53it/s]
epoch 0 loss 0.27931:  58%|█████▊    | 3240/5632 [18:23<15:46,  2.53it/s]
epoch 0 loss 0.27931:  58%|█████▊    | 3241/5632 [18:23<14:51,  2.68it/s]
epoch 0 loss 0.27934:  58%|█████▊    | 3241/5632 [18:23<14:51,  2.68it/s]
epoch 0 loss 0.27934:  58%|█████▊    | 3242/5632 [18:23<14:06,  2.82it/s]
epoch 0 loss 0.27928:  58%|█████▊    | 3242/5632 [18:24<14:06,  2.82it/s]
epoch 0 loss 0.27928:  58%|█████▊    | 3243/5632 [18:24<13:34,  2.93it/s]
epoch 0 loss 0.27921:  58%|█████▊    | 3243/5632 [18:24<13:34,  2.93it/s]
epoch 0 loss 0.27921:  58%|█████▊    | 3244/5632 [18:24<13:17,  2.99it/s]
epoch 0 loss 0.27912:  58%|█████▊    | 3244/5632 [18:24<13:17,  2.99it/s]
epoch 0 loss 0.27912:  58%|█████▊    | 3245/5632 [18:24<13:03,  3.05it/s]
epoch 0 loss 0.27919:  58%|█████▊    | 3245/5632 [18:25<13:03,  3.05it/s]
epoch 0 loss 0.27919:  58%|█████▊    | 3246/5632 [18:25<12:51,  3.09it/s]
epoch 0 loss 0.27911:  58%|█████▊    | 3246/5632 [18:25<12:51,  3.09it/s]
epoch 0 loss 0.27911:  58%|█████▊    | 3247/5632 [18:25<12:39,  3.14it/s]
epoch 0 loss 0.27903:  58%|█████▊    | 3247/5632 [18:25<12:39,  3.14it/s]
epoch 0 loss 0.27903:  58%|█████▊    | 3248/5632 [18:25<12:33,  3.16it/s]
epoch 0 loss 0.27895:  58%|█████▊    | 3248/5632 [18:26<12:33,  3.16it/s]
epoch 0 loss 0.27895:  58%|█████▊    | 3249/5632 [18:26<12:29,  3.18it/s]
epoch 0 loss 0.27891:  58%|█████▊    | 3249/5632 [18:26<12:29,  3.18it/s]
epoch 0 loss 0.27891:  58%|█████▊    | 3250/5632 [18:26<12:26,  3.19it/s]
epoch 0 loss 0.27884:  58%|█████▊    | 3250/5632 [18:26<12:26,  3.19it/s]
epoch 0 loss 0.27884:  58%|█████▊    | 3251/5632 [18:26<13:10,  3.01it/s]
epoch 0 loss 0.27877:  58%|█████▊    | 3251/5632 [18:27<13:10,  3.01it/s]
epoch 0 loss 0.27877:  58%|█████▊    | 3252/5632 [18:27<12:58,  3.06it/s]
epoch 0 loss 0.27872:  58%|█████▊    | 3252/5632 [18:27<12:58,  3.06it/s]
epoch 0 loss 0.27872:  58%|█████▊    | 3253/5632 [18:27<12:42,  3.12it/s]
epoch 0 loss 0.27864:  58%|█████▊    | 3253/5632 [18:27<12:42,  3.12it/s]
epoch 0 loss 0.27864:  58%|█████▊    | 3254/5632 [18:27<12:37,  3.14it/s]
epoch 0 loss 0.27862:  58%|█████▊    | 3254/5632 [18:28<12:37,  3.14it/s]
epoch 0 loss 0.27862:  58%|█████▊    | 3255/5632 [18:28<12:38,  3.13it/s]
epoch 0 loss 0.27854:  58%|█████▊    | 3255/5632 [18:28<12:38,  3.13it/s]
epoch 0 loss 0.27854:  58%|█████▊    | 3256/5632 [18:28<12:37,  3.14it/s]
epoch 0 loss 0.27852:  58%|█████▊    | 3256/5632 [18:28<12:37,  3.14it/s]
epoch 0 loss 0.27852:  58%|█████▊    | 3257/5632 [18:28<12:30,  3.17it/s]
epoch 0 loss 0.27845:  58%|█████▊    | 3257/5632 [18:29<12:30,  3.17it/s]
epoch 0 loss 0.27845:  58%|█████▊    | 3258/5632 [18:29<12:26,  3.18it/s]
epoch 0 loss 0.27838:  58%|█████▊    | 3258/5632 [18:29<12:26,  3.18it/s]
epoch 0 loss 0.27838:  58%|█████▊    | 3259/5632 [18:29<12:22,  3.20it/s]
epoch 0 loss 0.2783:  58%|█████▊    | 3259/5632 [18:29<12:22,  3.20it/s] 
epoch 0 loss 0.2783:  58%|█████▊    | 3260/5632 [18:29<12:20,  3.20it/s]
epoch 0 loss 0.27822:  58%|█████▊    | 3260/5632 [18:29<12:20,  3.20it/s]
epoch 0 loss 0.27822:  58%|█████▊    | 3261/5632 [18:29<12:15,  3.22it/s]
epoch 0 loss 0.27815:  58%|█████▊    | 3261/5632 [18:30<12:15,  3.22it/s]
epoch 0 loss 0.27815:  58%|█████▊    | 3262/5632 [18:30<12:11,  3.24it/s]
epoch 0 loss 0.27807:  58%|█████▊    | 3262/5632 [18:30<12:11,  3.24it/s]
epoch 0 loss 0.27807:  58%|█████▊    | 3263/5632 [18:30<12:12,  3.23it/s]
epoch 0 loss 0.27798:  58%|█████▊    | 3263/5632 [18:30<12:12,  3.23it/s]
epoch 0 loss 0.27798:  58%|█████▊    | 3264/5632 [18:30<12:12,  3.23it/s]
epoch 0 loss 0.2779:  58%|█████▊    | 3264/5632 [18:31<12:12,  3.23it/s] 
epoch 0 loss 0.2779:  58%|█████▊    | 3265/5632 [18:31<12:12,  3.23it/s]
epoch 0 loss 0.27783:  58%|█████▊    | 3265/5632 [18:31<12:12,  3.23it/s]
epoch 0 loss 0.27783:  58%|█████▊    | 3266/5632 [18:31<12:12,  3.23it/s]
epoch 0 loss 0.27775:  58%|█████▊    | 3266/5632 [18:31<12:12,  3.23it/s]
epoch 0 loss 0.27775:  58%|█████▊    | 3267/5632 [18:31<12:12,  3.23it/s]
epoch 0 loss 0.27767:  58%|█████▊    | 3267/5632 [18:32<12:12,  3.23it/s]
epoch 0 loss 0.27767:  58%|█████▊    | 3268/5632 [18:32<12:13,  3.22it/s]
epoch 0 loss 0.27765:  58%|█████▊    | 3268/5632 [18:32<12:13,  3.22it/s]
epoch 0 loss 0.27765:  58%|█████▊    | 3269/5632 [18:32<12:16,  3.21it/s]
epoch 0 loss 0.27757:  58%|█████▊    | 3269/5632 [18:32<12:16,  3.21it/s]
epoch 0 loss 0.27757:  58%|█████▊    | 3270/5632 [18:32<12:20,  3.19it/s]
epoch 0 loss 0.27753:  58%|█████▊    | 3270/5632 [18:33<12:20,  3.19it/s]
epoch 0 loss 0.27753:  58%|█████▊    | 3271/5632 [18:33<12:32,  3.14it/s]
epoch 0 loss 0.27746:  58%|█████▊    | 3271/5632 [18:33<12:32,  3.14it/s]
epoch 0 loss 0.27746:  58%|█████▊    | 3272/5632 [18:33<12:27,  3.16it/s]
epoch 0 loss 0.27759:  58%|█████▊    | 3272/5632 [18:33<12:27,  3.16it/s]
epoch 0 loss 0.27759:  58%|█████▊    | 3273/5632 [18:33<12:33,  3.13it/s]
epoch 0 loss 0.27751:  58%|█████▊    | 3273/5632 [18:34<12:33,  3.13it/s]
epoch 0 loss 0.27751:  58%|█████▊    | 3274/5632 [18:34<12:30,  3.14it/s]
epoch 0 loss 0.27744:  58%|█████▊    | 3274/5632 [18:34<12:30,  3.14it/s]
epoch 0 loss 0.27744:  58%|█████▊    | 3275/5632 [18:34<12:28,  3.15it/s]
epoch 0 loss 0.27736:  58%|█████▊    | 3275/5632 [18:34<12:28,  3.15it/s]
epoch 0 loss 0.27736:  58%|█████▊    | 3276/5632 [18:34<12:23,  3.17it/s]
epoch 0 loss 0.27727:  58%|█████▊    | 3276/5632 [18:34<12:23,  3.17it/s]
epoch 0 loss 0.27727:  58%|█████▊    | 3277/5632 [18:34<12:23,  3.17it/s]
epoch 0 loss 0.27719:  58%|█████▊    | 3277/5632 [18:35<12:23,  3.17it/s]
epoch 0 loss 0.27719:  58%|█████▊    | 3278/5632 [18:35<12:20,  3.18it/s]
epoch 0 loss 0.27714:  58%|█████▊    | 3278/5632 [18:35<12:20,  3.18it/s]
epoch 0 loss 0.27714:  58%|█████▊    | 3279/5632 [18:35<12:29,  3.14it/s]
epoch 0 loss 0.27706:  58%|█████▊    | 3279/5632 [18:35<12:29,  3.14it/s]
epoch 0 loss 0.27706:  58%|█████▊    | 3280/5632 [18:35<12:22,  3.17it/s]
epoch 0 loss 0.27698:  58%|█████▊    | 3280/5632 [18:36<12:22,  3.17it/s]
epoch 0 loss 0.27698:  58%|█████▊    | 3281/5632 [18:36<12:26,  3.15it/s]
epoch 0 loss 0.27698:  58%|█████▊    | 3281/5632 [18:38<12:26,  3.15it/s]
epoch 0 loss 0.27698:  58%|█████▊    | 3282/5632 [18:38<29:44,  1.32it/s]
epoch 0 loss 0.2769:  58%|█████▊    | 3282/5632 [18:38<29:44,  1.32it/s] 
epoch 0 loss 0.2769:  58%|█████▊    | 3283/5632 [18:38<24:39,  1.59it/s]
epoch 0 loss 0.27686:  58%|█████▊    | 3283/5632 [18:38<24:39,  1.59it/s]
epoch 0 loss 0.27686:  58%|█████▊    | 3284/5632 [18:38<20:56,  1.87it/s]
epoch 0 loss 0.27677:  58%|█████▊    | 3284/5632 [18:38<20:56,  1.87it/s]
epoch 0 loss 0.27677:  58%|█████▊    | 3285/5632 [18:38<18:16,  2.14it/s]
epoch 0 loss 0.27672:  58%|█████▊    | 3285/5632 [18:39<18:16,  2.14it/s]
epoch 0 loss 0.27672:  58%|█████▊    | 3286/5632 [18:39<16:28,  2.37it/s]
epoch 0 loss 0.27665:  58%|█████▊    | 3286/5632 [18:39<16:28,  2.37it/s]
epoch 0 loss 0.27665:  58%|█████▊    | 3287/5632 [18:39<15:11,  2.57it/s]
epoch 0 loss 0.27657:  58%|█████▊    | 3287/5632 [18:39<15:11,  2.57it/s]
epoch 0 loss 0.27657:  58%|█████▊    | 3288/5632 [18:39<14:15,  2.74it/s]
epoch 0 loss 0.27649:  58%|█████▊    | 3288/5632 [18:40<14:15,  2.74it/s]
epoch 0 loss 0.27649:  58%|█████▊    | 3289/5632 [18:40<13:36,  2.87it/s]
epoch 0 loss 0.27641:  58%|█████▊    | 3289/5632 [18:40<13:36,  2.87it/s]
epoch 0 loss 0.27641:  58%|█████▊    | 3290/5632 [18:40<13:07,  2.97it/s]
epoch 0 loss 0.27632:  58%|█████▊    | 3290/5632 [18:40<13:07,  2.97it/s]
epoch 0 loss 0.27632:  58%|█████▊    | 3291/5632 [18:40<12:48,  3.05it/s]
epoch 0 loss 0.27631:  58%|█████▊    | 3291/5632 [18:41<12:48,  3.05it/s]
epoch 0 loss 0.27631:  58%|█████▊    | 3292/5632 [18:41<12:35,  3.10it/s]
epoch 0 loss 0.27623:  58%|█████▊    | 3292/5632 [18:41<12:35,  3.10it/s]
epoch 0 loss 0.27623:  58%|█████▊    | 3293/5632 [18:41<12:25,  3.14it/s]
epoch 0 loss 0.27622:  58%|█████▊    | 3293/5632 [18:41<12:25,  3.14it/s]
epoch 0 loss 0.27622:  58%|█████▊    | 3294/5632 [18:41<12:17,  3.17it/s]
epoch 0 loss 0.27614:  58%|█████▊    | 3294/5632 [18:42<12:17,  3.17it/s]
epoch 0 loss 0.27614:  59%|█████▊    | 3295/5632 [18:42<12:33,  3.10it/s]
epoch 0 loss 0.27606:  59%|█████▊    | 3295/5632 [18:42<12:33,  3.10it/s]
epoch 0 loss 0.27606:  59%|█████▊    | 3296/5632 [18:42<12:31,  3.11it/s]
epoch 0 loss 0.27598:  59%|█████▊    | 3296/5632 [18:42<12:31,  3.11it/s]
epoch 0 loss 0.27598:  59%|█████▊    | 3297/5632 [18:42<12:24,  3.14it/s]
epoch 0 loss 0.27595:  59%|█████▊    | 3297/5632 [18:43<12:24,  3.14it/s]
epoch 0 loss 0.27595:  59%|█████▊    | 3298/5632 [18:43<12:23,  3.14it/s]
epoch 0 loss 0.27588:  59%|█████▊    | 3298/5632 [18:43<12:23,  3.14it/s]
epoch 0 loss 0.27588:  59%|█████▊    | 3299/5632 [18:43<12:19,  3.15it/s]
epoch 0 loss 0.27586:  59%|█████▊    | 3299/5632 [18:43<12:19,  3.15it/s]
epoch 0 loss 0.27586:  59%|█████▊    | 3300/5632 [18:43<12:14,  3.17it/s]
epoch 0 loss 0.27583:  59%|█████▊    | 3300/5632 [18:43<12:14,  3.17it/s]
epoch 0 loss 0.27583:  59%|█████▊    | 3301/5632 [18:43<12:09,  3.20it/s]
epoch 0 loss 0.27576:  59%|█████▊    | 3301/5632 [18:44<12:09,  3.20it/s]
epoch 0 loss 0.27576:  59%|█████▊    | 3302/5632 [18:44<12:06,  3.21it/s]
epoch 0 loss 0.27568:  59%|█████▊    | 3302/5632 [18:44<12:06,  3.21it/s]
epoch 0 loss 0.27568:  59%|█████▊    | 3303/5632 [18:44<12:04,  3.22it/s]
epoch 0 loss 0.27564:  59%|█████▊    | 3303/5632 [18:44<12:04,  3.22it/s]
epoch 0 loss 0.27564:  59%|█████▊    | 3304/5632 [18:44<12:02,  3.22it/s]
epoch 0 loss 0.27556:  59%|█████▊    | 3304/5632 [18:45<12:02,  3.22it/s]
epoch 0 loss 0.27556:  59%|█████▊    | 3305/5632 [18:45<12:00,  3.23it/s]
epoch 0 loss 0.27556:  59%|█████▊    | 3305/5632 [18:45<12:00,  3.23it/s]
epoch 0 loss 0.27556:  59%|█████▊    | 3306/5632 [18:45<12:00,  3.23it/s]
epoch 0 loss 0.27548:  59%|█████▊    | 3306/5632 [18:45<12:00,  3.23it/s]
epoch 0 loss 0.27548:  59%|█████▊    | 3307/5632 [18:45<11:58,  3.24it/s]
epoch 0 loss 0.2754:  59%|█████▊    | 3307/5632 [18:46<11:58,  3.24it/s] 
epoch 0 loss 0.2754:  59%|█████▊    | 3308/5632 [18:46<11:58,  3.23it/s]
epoch 0 loss 0.27532:  59%|█████▊    | 3308/5632 [18:46<11:58,  3.23it/s]
epoch 0 loss 0.27532:  59%|█████▉    | 3309/5632 [18:46<11:57,  3.24it/s]
epoch 0 loss 0.27524:  59%|█████▉    | 3309/5632 [18:46<11:57,  3.24it/s]
epoch 0 loss 0.27524:  59%|█████▉    | 3310/5632 [18:46<11:57,  3.24it/s]
epoch 0 loss 0.27516:  59%|█████▉    | 3310/5632 [18:47<11:57,  3.24it/s]
epoch 0 loss 0.27516:  59%|█████▉    | 3311/5632 [18:47<11:57,  3.24it/s]
epoch 0 loss 0.27524:  59%|█████▉    | 3311/5632 [18:47<11:57,  3.24it/s]
epoch 0 loss 0.27524:  59%|█████▉    | 3312/5632 [18:47<11:56,  3.24it/s]
epoch 0 loss 0.27515:  59%|█████▉    | 3312/5632 [18:47<11:56,  3.24it/s]
epoch 0 loss 0.27515:  59%|█████▉    | 3313/5632 [18:47<11:56,  3.24it/s]
epoch 0 loss 0.27508:  59%|█████▉    | 3313/5632 [18:47<11:56,  3.24it/s]
epoch 0 loss 0.27508:  59%|█████▉    | 3314/5632 [18:48<11:54,  3.24it/s]
epoch 0 loss 0.275:  59%|█████▉    | 3314/5632 [18:48<11:54,  3.24it/s]  
epoch 0 loss 0.275:  59%|█████▉    | 3315/5632 [18:48<11:55,  3.24it/s]
epoch 0 loss 0.27492:  59%|█████▉    | 3315/5632 [18:48<11:55,  3.24it/s]
epoch 0 loss 0.27492:  59%|█████▉    | 3316/5632 [18:48<11:55,  3.24it/s]
epoch 0 loss 0.27497:  59%|█████▉    | 3316/5632 [18:48<11:55,  3.24it/s]
epoch 0 loss 0.27497:  59%|█████▉    | 3317/5632 [18:48<11:55,  3.24it/s]
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epoch 0 loss 0.2749:  59%|█████▉    | 3318/5632 [18:49<11:54,  3.24it/s]
epoch 0 loss 0.27483:  59%|█████▉    | 3318/5632 [18:49<11:54,  3.24it/s]
epoch 0 loss 0.27483:  59%|█████▉    | 3319/5632 [18:49<11:53,  3.24it/s]
epoch 0 loss 0.27475:  59%|█████▉    | 3319/5632 [18:49<11:53,  3.24it/s]
epoch 0 loss 0.27475:  59%|█████▉    | 3320/5632 [18:49<11:54,  3.24it/s]
epoch 0 loss 0.27467:  59%|█████▉    | 3320/5632 [18:50<11:54,  3.24it/s]
epoch 0 loss 0.27467:  59%|█████▉    | 3321/5632 [18:50<11:53,  3.24it/s]
epoch 0 loss 0.27463:  59%|█████▉    | 3321/5632 [18:50<11:53,  3.24it/s]
epoch 0 loss 0.27463:  59%|█████▉    | 3322/5632 [18:50<11:53,  3.24it/s]
epoch 0 loss 0.27458:  59%|█████▉    | 3322/5632 [18:50<11:53,  3.24it/s]
epoch 0 loss 0.27458:  59%|█████▉    | 3323/5632 [18:50<11:53,  3.24it/s]
epoch 0 loss 0.2745:  59%|█████▉    | 3323/5632 [18:51<11:53,  3.24it/s] 
epoch 0 loss 0.2745:  59%|█████▉    | 3324/5632 [18:51<11:52,  3.24it/s]
epoch 0 loss 0.27445:  59%|█████▉    | 3324/5632 [18:51<11:52,  3.24it/s]
epoch 0 loss 0.27445:  59%|█████▉    | 3325/5632 [18:51<11:52,  3.24it/s]
epoch 0 loss 0.27437:  59%|█████▉    | 3325/5632 [18:51<11:52,  3.24it/s]
epoch 0 loss 0.27437:  59%|█████▉    | 3326/5632 [18:51<11:51,  3.24it/s]
epoch 0 loss 0.27429:  59%|█████▉    | 3326/5632 [18:52<11:51,  3.24it/s]
epoch 0 loss 0.27429:  59%|█████▉    | 3327/5632 [18:52<11:51,  3.24it/s]
epoch 0 loss 0.27435:  59%|█████▉    | 3327/5632 [18:53<11:51,  3.24it/s]
epoch 0 loss 0.27435:  59%|█████▉    | 3328/5632 [18:53<22:40,  1.69it/s]
epoch 0 loss 0.27433:  59%|█████▉    | 3328/5632 [18:53<22:40,  1.69it/s]
epoch 0 loss 0.27433:  59%|█████▉    | 3329/5632 [18:53<19:31,  1.97it/s]
epoch 0 loss 0.27425:  59%|█████▉    | 3329/5632 [18:53<19:31,  1.97it/s]
epoch 0 loss 0.27425:  59%|█████▉    | 3330/5632 [18:53<17:36,  2.18it/s]
epoch 0 loss 0.27418:  59%|█████▉    | 3330/5632 [18:54<17:36,  2.18it/s]
epoch 0 loss 0.27418:  59%|█████▉    | 3331/5632 [18:54<15:52,  2.42it/s]
epoch 0 loss 0.27419:  59%|█████▉    | 3331/5632 [18:54<15:52,  2.42it/s]
epoch 0 loss 0.27419:  59%|█████▉    | 3332/5632 [18:54<14:38,  2.62it/s]
epoch 0 loss 0.27415:  59%|█████▉    | 3332/5632 [18:54<14:38,  2.62it/s]
epoch 0 loss 0.27415:  59%|█████▉    | 3333/5632 [18:54<13:47,  2.78it/s]
epoch 0 loss 0.27407:  59%|█████▉    | 3333/5632 [18:55<13:47,  2.78it/s]
epoch 0 loss 0.27407:  59%|█████▉    | 3334/5632 [18:55<13:12,  2.90it/s]
epoch 0 loss 0.27399:  59%|█████▉    | 3334/5632 [18:55<13:12,  2.90it/s]
epoch 0 loss 0.27399:  59%|█████▉    | 3335/5632 [18:55<12:48,  2.99it/s]
epoch 0 loss 0.27392:  59%|█████▉    | 3335/5632 [18:55<12:48,  2.99it/s]
epoch 0 loss 0.27392:  59%|█████▉    | 3336/5632 [18:55<12:29,  3.06it/s]
epoch 0 loss 0.27384:  59%|█████▉    | 3336/5632 [18:56<12:29,  3.06it/s]
epoch 0 loss 0.27384:  59%|█████▉    | 3337/5632 [18:56<12:20,  3.10it/s]
epoch 0 loss 0.27377:  59%|█████▉    | 3337/5632 [18:56<12:20,  3.10it/s]
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epoch 0 loss 0.27347:  59%|█████▉    | 3342/5632 [18:57<12:11,  3.13it/s]
epoch 0 loss 0.27339:  59%|█████▉    | 3342/5632 [18:58<12:11,  3.13it/s]
epoch 0 loss 0.27339:  59%|█████▉    | 3343/5632 [18:58<12:04,  3.16it/s]
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epoch 0 loss 0.27326:  59%|█████▉    | 3345/5632 [18:58<11:56,  3.19it/s]
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epoch 0 loss 0.2731:  59%|█████▉    | 3347/5632 [18:59<11:51,  3.21it/s]
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epoch 0 loss 0.27297:  59%|█████▉    | 3351/5632 [19:00<11:45,  3.23it/s]
epoch 0 loss 0.27297:  60%|█████▉    | 3352/5632 [19:00<11:59,  3.17it/s]
epoch 0 loss 0.27303:  60%|█████▉    | 3352/5632 [19:01<11:59,  3.17it/s]
epoch 0 loss 0.27303:  60%|█████▉    | 3353/5632 [19:01<11:56,  3.18it/s]
epoch 0 loss 0.27296:  60%|█████▉    | 3353/5632 [19:01<11:56,  3.18it/s]
epoch 0 loss 0.27296:  60%|█████▉    | 3354/5632 [19:01<11:49,  3.21it/s]
epoch 0 loss 0.27288:  60%|█████▉    | 3354/5632 [19:01<11:49,  3.21it/s]
epoch 0 loss 0.27288:  60%|█████▉    | 3355/5632 [19:01<11:53,  3.19it/s]
epoch 0 loss 0.27281:  60%|█████▉    | 3355/5632 [19:02<11:53,  3.19it/s]
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epoch 0 loss 0.27273:  60%|█████▉    | 3356/5632 [19:02<11:50,  3.20it/s]
epoch 0 loss 0.27273:  60%|█████▉    | 3357/5632 [19:02<11:48,  3.21it/s]
epoch 0 loss 0.27265:  60%|█████▉    | 3357/5632 [19:02<11:48,  3.21it/s]
epoch 0 loss 0.27265:  60%|█████▉    | 3358/5632 [19:02<11:46,  3.22it/s]
epoch 0 loss 0.27258:  60%|█████▉    | 3358/5632 [19:02<11:46,  3.22it/s]
epoch 0 loss 0.27258:  60%|█████▉    | 3359/5632 [19:03<11:45,  3.22it/s]
epoch 0 loss 0.27253:  60%|█████▉    | 3359/5632 [19:03<11:45,  3.22it/s]
epoch 0 loss 0.27253:  60%|█████▉    | 3360/5632 [19:03<11:44,  3.23it/s]
epoch 0 loss 0.27245:  60%|█████▉    | 3360/5632 [19:03<11:44,  3.23it/s]
epoch 0 loss 0.27245:  60%|█████▉    | 3361/5632 [19:03<11:43,  3.23it/s]
epoch 0 loss 0.27238:  60%|█████▉    | 3361/5632 [19:03<11:43,  3.23it/s]
epoch 0 loss 0.27238:  60%|█████▉    | 3362/5632 [19:03<11:43,  3.23it/s]
epoch 0 loss 0.2723:  60%|█████▉    | 3362/5632 [19:04<11:43,  3.23it/s] 
epoch 0 loss 0.2723:  60%|█████▉    | 3363/5632 [19:04<11:42,  3.23it/s]
epoch 0 loss 0.27223:  60%|█████▉    | 3363/5632 [19:04<11:42,  3.23it/s]
epoch 0 loss 0.27223:  60%|█████▉    | 3364/5632 [19:04<11:42,  3.23it/s]
epoch 0 loss 0.27216:  60%|█████▉    | 3364/5632 [19:04<11:42,  3.23it/s]
epoch 0 loss 0.27216:  60%|█████▉    | 3365/5632 [19:04<11:41,  3.23it/s]
epoch 0 loss 0.27211:  60%|█████▉    | 3365/5632 [19:05<11:41,  3.23it/s]
epoch 0 loss 0.27211:  60%|█████▉    | 3366/5632 [19:05<11:40,  3.24it/s]
epoch 0 loss 0.27204:  60%|█████▉    | 3366/5632 [19:05<11:40,  3.24it/s]
epoch 0 loss 0.27204:  60%|█████▉    | 3367/5632 [19:05<11:39,  3.24it/s]
epoch 0 loss 0.27211:  60%|█████▉    | 3367/5632 [19:05<11:39,  3.24it/s]
epoch 0 loss 0.27211:  60%|█████▉    | 3368/5632 [19:05<11:39,  3.24it/s]
epoch 0 loss 0.27204:  60%|█████▉    | 3368/5632 [19:06<11:39,  3.24it/s]
epoch 0 loss 0.27204:  60%|█████▉    | 3369/5632 [19:06<11:39,  3.23it/s]
epoch 0 loss 0.27196:  60%|█████▉    | 3369/5632 [19:06<11:39,  3.23it/s]
epoch 0 loss 0.27196:  60%|█████▉    | 3370/5632 [19:06<11:39,  3.23it/s]
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epoch 0 loss 0.27188:  60%|█████▉    | 3371/5632 [19:06<11:38,  3.24it/s]
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epoch 0 loss 0.27172:  60%|█████▉    | 3373/5632 [19:08<26:43,  1.41it/s]
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epoch 0 loss 0.27158:  60%|█████▉    | 3375/5632 [19:09<19:00,  1.98it/s]
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epoch 0 loss 0.27153:  60%|█████▉    | 3377/5632 [19:09<15:13,  2.47it/s]
epoch 0 loss 0.27145:  60%|█████▉    | 3377/5632 [19:10<15:13,  2.47it/s]
epoch 0 loss 0.27145:  60%|█████▉    | 3378/5632 [19:10<14:08,  2.66it/s]
epoch 0 loss 0.27137:  60%|█████▉    | 3378/5632 [19:10<14:08,  2.66it/s]
epoch 0 loss 0.27137:  60%|█████▉    | 3379/5632 [19:10<13:22,  2.81it/s]
epoch 0 loss 0.27139:  60%|█████▉    | 3379/5632 [19:10<13:22,  2.81it/s]
epoch 0 loss 0.27139:  60%|██████    | 3380/5632 [19:10<12:50,  2.92it/s]
epoch 0 loss 0.27137:  60%|██████    | 3380/5632 [19:11<12:50,  2.92it/s]
epoch 0 loss 0.27137:  60%|██████    | 3381/5632 [19:11<12:27,  3.01it/s]
epoch 0 loss 0.27129:  60%|██████    | 3381/5632 [19:11<12:27,  3.01it/s]
epoch 0 loss 0.27129:  60%|██████    | 3382/5632 [19:11<12:11,  3.08it/s]
epoch 0 loss 0.27121:  60%|██████    | 3382/5632 [19:11<12:11,  3.08it/s]
epoch 0 loss 0.27121:  60%|██████    | 3383/5632 [19:11<12:00,  3.12it/s]
epoch 0 loss 0.27114:  60%|██████    | 3383/5632 [19:12<12:00,  3.12it/s]
epoch 0 loss 0.27114:  60%|██████    | 3384/5632 [19:12<11:53,  3.15it/s]
epoch 0 loss 0.27112:  60%|██████    | 3384/5632 [19:12<11:53,  3.15it/s]
epoch 0 loss 0.27112:  60%|██████    | 3385/5632 [19:12<11:47,  3.18it/s]
epoch 0 loss 0.27105:  60%|██████    | 3385/5632 [19:12<11:47,  3.18it/s]
epoch 0 loss 0.27105:  60%|██████    | 3386/5632 [19:12<11:43,  3.19it/s]
epoch 0 loss 0.27098:  60%|██████    | 3386/5632 [19:12<11:43,  3.19it/s]
epoch 0 loss 0.27098:  60%|██████    | 3387/5632 [19:12<11:40,  3.20it/s]
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epoch 0 loss 0.2709:  60%|██████    | 3388/5632 [19:13<11:38,  3.21it/s]
epoch 0 loss 0.27083:  60%|██████    | 3388/5632 [19:13<11:38,  3.21it/s]
epoch 0 loss 0.27083:  60%|██████    | 3389/5632 [19:13<11:36,  3.22it/s]
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epoch 0 loss 0.27066:  60%|██████    | 3391/5632 [19:14<11:35,  3.22it/s]
epoch 0 loss 0.27066:  60%|██████    | 3392/5632 [19:14<11:34,  3.23it/s]
epoch 0 loss 0.27059:  60%|██████    | 3392/5632 [19:14<11:34,  3.23it/s]
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epoch 0 loss 0.26951:  61%|██████    | 3409/5632 [19:20<11:27,  3.24it/s]
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epoch 0 loss 0.26945:  61%|██████    | 3410/5632 [19:20<11:26,  3.23it/s]
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epoch 0 loss 0.26937:  61%|██████    | 3411/5632 [19:20<11:26,  3.23it/s]
epoch 0 loss 0.26937:  61%|██████    | 3412/5632 [19:20<11:26,  3.23it/s]
epoch 0 loss 0.2693:  61%|██████    | 3412/5632 [19:21<11:26,  3.23it/s] 
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epoch 0 loss 0.26923:  61%|██████    | 3413/5632 [19:22<11:26,  3.23it/s]
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epoch 0 loss 0.26916:  61%|██████    | 3414/5632 [19:22<22:53,  1.62it/s]
epoch 0 loss 0.26916:  61%|██████    | 3415/5632 [19:22<19:26,  1.90it/s]
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epoch 0 loss 0.26911:  61%|██████    | 3416/5632 [19:23<17:02,  2.17it/s]
epoch 0 loss 0.26911:  61%|██████    | 3417/5632 [19:23<15:21,  2.40it/s]
epoch 0 loss 0.26904:  61%|██████    | 3417/5632 [19:23<15:21,  2.40it/s]
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epoch 0 loss 0.269:  61%|██████    | 3418/5632 [19:23<14:09,  2.61it/s]  
epoch 0 loss 0.269:  61%|██████    | 3419/5632 [19:23<13:19,  2.77it/s]
epoch 0 loss 0.26892:  61%|██████    | 3419/5632 [19:24<13:19,  2.77it/s]
epoch 0 loss 0.26892:  61%|██████    | 3420/5632 [19:24<12:44,  2.89it/s]
epoch 0 loss 0.26889:  61%|██████    | 3420/5632 [19:24<12:44,  2.89it/s]
epoch 0 loss 0.26889:  61%|██████    | 3421/5632 [19:24<12:19,  2.99it/s]
epoch 0 loss 0.26882:  61%|██████    | 3421/5632 [19:24<12:19,  2.99it/s]
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epoch 0 loss 0.26874:  61%|██████    | 3422/5632 [19:25<12:02,  3.06it/s]
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epoch 0 loss 0.26867:  61%|██████    | 3423/5632 [19:25<11:50,  3.11it/s]
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epoch 0 loss 0.26859:  61%|██████    | 3424/5632 [19:25<11:41,  3.15it/s]
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epoch 0 loss 0.26858:  61%|██████    | 3425/5632 [19:26<11:36,  3.17it/s]
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epoch 0 loss 0.2685:  61%|██████    | 3427/5632 [19:26<11:28,  3.20it/s]
epoch 0 loss 0.26843:  61%|██████    | 3427/5632 [19:26<11:28,  3.20it/s]
epoch 0 loss 0.26843:  61%|██████    | 3428/5632 [19:26<11:24,  3.22it/s]
epoch 0 loss 0.26835:  61%|██████    | 3428/5632 [19:27<11:24,  3.22it/s]
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epoch 0 loss 0.2682:  61%|██████    | 3430/5632 [19:27<11:22,  3.23it/s] 
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epoch 0 loss 0.26815:  61%|██████    | 3431/5632 [19:27<11:21,  3.23it/s]
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epoch 0 loss 0.268:  61%|██████    | 3434/5632 [19:28<11:20,  3.23it/s]
epoch 0 loss 0.26792:  61%|██████    | 3434/5632 [19:28<11:20,  3.23it/s]
epoch 0 loss 0.26792:  61%|██████    | 3435/5632 [19:28<11:19,  3.23it/s]
epoch 0 loss 0.26791:  61%|██████    | 3435/5632 [19:29<11:19,  3.23it/s]
epoch 0 loss 0.26791:  61%|██████    | 3436/5632 [19:29<11:19,  3.23it/s]
epoch 0 loss 0.26783:  61%|██████    | 3436/5632 [19:29<11:19,  3.23it/s]
epoch 0 loss 0.26783:  61%|██████    | 3437/5632 [19:29<11:19,  3.23it/s]
epoch 0 loss 0.26781:  61%|██████    | 3437/5632 [19:29<11:19,  3.23it/s]
epoch 0 loss 0.26781:  61%|██████    | 3438/5632 [19:29<11:17,  3.24it/s]
epoch 0 loss 0.26773:  61%|██████    | 3438/5632 [19:30<11:17,  3.24it/s]
epoch 0 loss 0.26773:  61%|██████    | 3439/5632 [19:30<11:17,  3.24it/s]
epoch 0 loss 0.26766:  61%|██████    | 3439/5632 [19:30<11:17,  3.24it/s]
epoch 0 loss 0.26766:  61%|██████    | 3440/5632 [19:30<11:17,  3.24it/s]
epoch 0 loss 0.26758:  61%|██████    | 3440/5632 [19:30<11:17,  3.24it/s]
epoch 0 loss 0.26758:  61%|██████    | 3441/5632 [19:30<11:18,  3.23it/s]
epoch 0 loss 0.26751:  61%|██████    | 3441/5632 [19:31<11:18,  3.23it/s]
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epoch 0 loss 0.26744:  61%|██████    | 3443/5632 [19:31<11:16,  3.24it/s]
epoch 0 loss 0.26736:  61%|██████    | 3443/5632 [19:31<11:16,  3.24it/s]
epoch 0 loss 0.26736:  61%|██████    | 3444/5632 [19:31<11:16,  3.24it/s]
epoch 0 loss 0.26729:  61%|██████    | 3444/5632 [19:31<11:16,  3.24it/s]
epoch 0 loss 0.26729:  61%|██████    | 3445/5632 [19:31<11:15,  3.24it/s]
epoch 0 loss 0.26721:  61%|██████    | 3445/5632 [19:32<11:15,  3.24it/s]
epoch 0 loss 0.26721:  61%|██████    | 3446/5632 [19:32<11:15,  3.24it/s]
epoch 0 loss 0.26714:  61%|██████    | 3446/5632 [19:32<11:15,  3.24it/s]
epoch 0 loss 0.26714:  61%|██████    | 3447/5632 [19:32<11:15,  3.24it/s]
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epoch 0 loss 0.26715:  61%|██████    | 3448/5632 [19:32<11:15,  3.24it/s]
epoch 0 loss 0.26712:  61%|██████    | 3448/5632 [19:33<11:15,  3.24it/s]
epoch 0 loss 0.26712:  61%|██████    | 3449/5632 [19:33<11:14,  3.23it/s]
epoch 0 loss 0.26711:  61%|██████    | 3449/5632 [19:33<11:14,  3.23it/s]
epoch 0 loss 0.26711:  61%|██████▏   | 3450/5632 [19:33<11:14,  3.24it/s]
epoch 0 loss 0.26706:  61%|██████▏   | 3450/5632 [19:33<11:14,  3.24it/s]
epoch 0 loss 0.26706:  61%|██████▏   | 3451/5632 [19:33<11:14,  3.23it/s]
epoch 0 loss 0.26707:  61%|██████▏   | 3451/5632 [19:34<11:14,  3.23it/s]
epoch 0 loss 0.26707:  61%|██████▏   | 3452/5632 [19:34<11:13,  3.24it/s]
epoch 0 loss 0.26702:  61%|██████▏   | 3452/5632 [19:34<11:13,  3.24it/s]
epoch 0 loss 0.26702:  61%|██████▏   | 3453/5632 [19:34<11:13,  3.24it/s]
epoch 0 loss 0.26695:  61%|██████▏   | 3453/5632 [19:34<11:13,  3.24it/s]
epoch 0 loss 0.26695:  61%|██████▏   | 3454/5632 [19:34<11:13,  3.24it/s]
epoch 0 loss 0.26691:  61%|██████▏   | 3454/5632 [19:35<11:13,  3.24it/s]
epoch 0 loss 0.26691:  61%|██████▏   | 3455/5632 [19:35<11:12,  3.24it/s]
epoch 0 loss 0.26687:  61%|██████▏   | 3455/5632 [19:35<11:12,  3.24it/s]
epoch 0 loss 0.26687:  61%|██████▏   | 3456/5632 [19:35<11:13,  3.23it/s]
epoch 0 loss 0.26691:  61%|██████▏   | 3456/5632 [19:35<11:13,  3.23it/s]
epoch 0 loss 0.26691:  61%|██████▏   | 3457/5632 [19:35<11:12,  3.23it/s]
epoch 0 loss 0.26684:  61%|██████▏   | 3457/5632 [19:35<11:12,  3.23it/s]
epoch 0 loss 0.26684:  61%|██████▏   | 3458/5632 [19:35<11:12,  3.23it/s]
epoch 0 loss 0.26676:  61%|██████▏   | 3458/5632 [19:37<11:12,  3.23it/s]
epoch 0 loss 0.26676:  61%|██████▏   | 3459/5632 [19:37<24:20,  1.49it/s]
epoch 0 loss 0.26669:  61%|██████▏   | 3459/5632 [19:37<24:20,  1.49it/s]
epoch 0 loss 0.26669:  61%|██████▏   | 3460/5632 [19:37<20:23,  1.78it/s]
epoch 0 loss 0.26662:  61%|██████▏   | 3460/5632 [19:38<20:23,  1.78it/s]
epoch 0 loss 0.26662:  61%|██████▏   | 3461/5632 [19:38<17:37,  2.05it/s]
epoch 0 loss 0.26669:  61%|██████▏   | 3461/5632 [19:38<17:37,  2.05it/s]
epoch 0 loss 0.26669:  61%|██████▏   | 3462/5632 [19:38<15:41,  2.31it/s]
epoch 0 loss 0.26661:  61%|██████▏   | 3462/5632 [19:38<15:41,  2.31it/s]
epoch 0 loss 0.26661:  61%|██████▏   | 3463/5632 [19:38<14:19,  2.52it/s]
epoch 0 loss 0.26658:  61%|██████▏   | 3463/5632 [19:39<14:19,  2.52it/s]
epoch 0 loss 0.26658:  62%|██████▏   | 3464/5632 [19:39<13:22,  2.70it/s]
epoch 0 loss 0.2665:  62%|██████▏   | 3464/5632 [19:39<13:22,  2.70it/s] 
epoch 0 loss 0.2665:  62%|██████▏   | 3465/5632 [19:39<12:42,  2.84it/s]
epoch 0 loss 0.26654:  62%|██████▏   | 3465/5632 [19:39<12:42,  2.84it/s]
epoch 0 loss 0.26654:  62%|██████▏   | 3466/5632 [19:39<12:14,  2.95it/s]
epoch 0 loss 0.26647:  62%|██████▏   | 3466/5632 [19:39<12:14,  2.95it/s]
epoch 0 loss 0.26647:  62%|██████▏   | 3467/5632 [19:39<11:54,  3.03it/s]
epoch 0 loss 0.26639:  62%|██████▏   | 3467/5632 [19:40<11:54,  3.03it/s]
epoch 0 loss 0.26639:  62%|██████▏   | 3468/5632 [19:40<11:40,  3.09it/s]
epoch 0 loss 0.26632:  62%|██████▏   | 3468/5632 [19:40<11:40,  3.09it/s]
epoch 0 loss 0.26632:  62%|██████▏   | 3469/5632 [19:40<11:30,  3.13it/s]
epoch 0 loss 0.26625:  62%|██████▏   | 3469/5632 [19:40<11:30,  3.13it/s]
epoch 0 loss 0.26625:  62%|██████▏   | 3470/5632 [19:40<11:23,  3.16it/s]
epoch 0 loss 0.26618:  62%|██████▏   | 3470/5632 [19:41<11:23,  3.16it/s]
epoch 0 loss 0.26618:  62%|██████▏   | 3471/5632 [19:41<11:17,  3.19it/s]
epoch 0 loss 0.26611:  62%|██████▏   | 3471/5632 [19:41<11:17,  3.19it/s]
epoch 0 loss 0.26611:  62%|██████▏   | 3472/5632 [19:41<11:15,  3.20it/s]
epoch 0 loss 0.26609:  62%|██████▏   | 3472/5632 [19:41<11:15,  3.20it/s]
epoch 0 loss 0.26609:  62%|██████▏   | 3473/5632 [19:41<11:12,  3.21it/s]
epoch 0 loss 0.26601:  62%|██████▏   | 3473/5632 [19:42<11:12,  3.21it/s]
epoch 0 loss 0.26601:  62%|██████▏   | 3474/5632 [19:42<11:12,  3.21it/s]
epoch 0 loss 0.26594:  62%|██████▏   | 3474/5632 [19:42<11:12,  3.21it/s]
epoch 0 loss 0.26594:  62%|██████▏   | 3475/5632 [19:42<11:10,  3.22it/s]
epoch 0 loss 0.26595:  62%|██████▏   | 3475/5632 [19:42<11:10,  3.22it/s]
epoch 0 loss 0.26595:  62%|██████▏   | 3476/5632 [19:42<11:09,  3.22it/s]
epoch 0 loss 0.26593:  62%|██████▏   | 3476/5632 [19:43<11:09,  3.22it/s]
epoch 0 loss 0.26593:  62%|██████▏   | 3477/5632 [19:43<11:08,  3.22it/s]
epoch 0 loss 0.26586:  62%|██████▏   | 3477/5632 [19:43<11:08,  3.22it/s]
epoch 0 loss 0.26586:  62%|██████▏   | 3478/5632 [19:43<11:07,  3.23it/s]
epoch 0 loss 0.26579:  62%|██████▏   | 3478/5632 [19:43<11:07,  3.23it/s]
epoch 0 loss 0.26579:  62%|██████▏   | 3479/5632 [19:43<11:06,  3.23it/s]
epoch 0 loss 0.26571:  62%|██████▏   | 3479/5632 [19:43<11:06,  3.23it/s]
epoch 0 loss 0.26571:  62%|██████▏   | 3480/5632 [19:43<11:07,  3.23it/s]
epoch 0 loss 0.26564:  62%|██████▏   | 3480/5632 [19:44<11:07,  3.23it/s]
epoch 0 loss 0.26564:  62%|██████▏   | 3481/5632 [19:44<11:06,  3.23it/s]
epoch 0 loss 0.26557:  62%|██████▏   | 3481/5632 [19:44<11:06,  3.23it/s]
epoch 0 loss 0.26557:  62%|██████▏   | 3482/5632 [19:44<11:06,  3.23it/s]
epoch 0 loss 0.26552:  62%|██████▏   | 3482/5632 [19:44<11:06,  3.23it/s]
epoch 0 loss 0.26552:  62%|██████▏   | 3483/5632 [19:44<11:05,  3.23it/s]
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epoch 0 loss 0.26544:  62%|██████▏   | 3484/5632 [19:45<11:04,  3.23it/s]
epoch 0 loss 0.26537:  62%|██████▏   | 3484/5632 [19:45<11:04,  3.23it/s]
epoch 0 loss 0.26537:  62%|██████▏   | 3485/5632 [19:45<11:03,  3.24it/s]
epoch 0 loss 0.26529:  62%|██████▏   | 3485/5632 [19:45<11:03,  3.24it/s]
epoch 0 loss 0.26529:  62%|██████▏   | 3486/5632 [19:45<11:02,  3.24it/s]
epoch 0 loss 0.26522:  62%|██████▏   | 3486/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.26522:  62%|██████▏   | 3487/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.26515:  62%|██████▏   | 3487/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.26515:  62%|██████▏   | 3488/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.26507:  62%|██████▏   | 3488/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.26507:  62%|██████▏   | 3489/5632 [19:46<11:02,  3.24it/s]
epoch 0 loss 0.265:  62%|██████▏   | 3489/5632 [19:47<11:02,  3.24it/s]  
epoch 0 loss 0.265:  62%|██████▏   | 3490/5632 [19:47<11:02,  3.23it/s]
epoch 0 loss 0.26492:  62%|██████▏   | 3490/5632 [19:47<11:02,  3.23it/s]
epoch 0 loss 0.26492:  62%|██████▏   | 3491/5632 [19:47<11:02,  3.23it/s]
epoch 0 loss 0.26485:  62%|██████▏   | 3491/5632 [19:47<11:02,  3.23it/s]
epoch 0 loss 0.26485:  62%|██████▏   | 3492/5632 [19:47<11:01,  3.23it/s]
epoch 0 loss 0.26482:  62%|██████▏   | 3492/5632 [19:48<11:01,  3.23it/s]
epoch 0 loss 0.26482:  62%|██████▏   | 3493/5632 [19:48<11:01,  3.23it/s]
epoch 0 loss 0.2648:  62%|██████▏   | 3493/5632 [19:48<11:01,  3.23it/s] 
epoch 0 loss 0.2648:  62%|██████▏   | 3494/5632 [19:48<11:01,  3.23it/s]
epoch 0 loss 0.26484:  62%|██████▏   | 3494/5632 [19:48<11:01,  3.23it/s]
epoch 0 loss 0.26484:  62%|██████▏   | 3495/5632 [19:48<11:00,  3.23it/s]
epoch 0 loss 0.26477:  62%|██████▏   | 3495/5632 [19:48<11:00,  3.23it/s]
epoch 0 loss 0.26477:  62%|██████▏   | 3496/5632 [19:48<11:00,  3.23it/s]
epoch 0 loss 0.26471:  62%|██████▏   | 3496/5632 [19:49<11:00,  3.23it/s]
epoch 0 loss 0.26471:  62%|██████▏   | 3497/5632 [19:49<11:00,  3.23it/s]
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epoch 0 loss 0.26469:  62%|██████▏   | 3498/5632 [19:49<11:00,  3.23it/s]
epoch 0 loss 0.26463:  62%|██████▏   | 3498/5632 [19:49<11:00,  3.23it/s]
epoch 0 loss 0.26463:  62%|██████▏   | 3499/5632 [19:49<10:59,  3.23it/s]
epoch 0 loss 0.26456:  62%|██████▏   | 3499/5632 [19:50<10:59,  3.23it/s]
epoch 0 loss 0.26456:  62%|██████▏   | 3500/5632 [19:50<10:59,  3.23it/s]
epoch 0 loss 0.26449:  62%|██████▏   | 3500/5632 [19:50<10:59,  3.23it/s]
epoch 0 loss 0.26449:  62%|██████▏   | 3501/5632 [19:50<10:58,  3.23it/s]
epoch 0 loss 0.26442:  62%|██████▏   | 3501/5632 [19:50<10:58,  3.23it/s]
epoch 0 loss 0.26442:  62%|██████▏   | 3502/5632 [19:50<10:57,  3.24it/s]
epoch 0 loss 0.26434:  62%|██████▏   | 3502/5632 [19:51<10:57,  3.24it/s]
epoch 0 loss 0.26434:  62%|██████▏   | 3503/5632 [19:51<10:57,  3.24it/s]
epoch 0 loss 0.2644:  62%|██████▏   | 3503/5632 [19:51<10:57,  3.24it/s] 
epoch 0 loss 0.2644:  62%|██████▏   | 3504/5632 [19:51<10:57,  3.24it/s]
epoch 0 loss 0.26432:  62%|██████▏   | 3504/5632 [19:52<10:57,  3.24it/s]
epoch 0 loss 0.26432:  62%|██████▏   | 3505/5632 [19:52<23:02,  1.54it/s]
epoch 0 loss 0.26431:  62%|██████▏   | 3505/5632 [19:53<23:02,  1.54it/s]
epoch 0 loss 0.26431:  62%|██████▏   | 3506/5632 [19:53<19:24,  1.83it/s]
epoch 0 loss 0.26424:  62%|██████▏   | 3506/5632 [19:53<19:24,  1.83it/s]
epoch 0 loss 0.26424:  62%|██████▏   | 3507/5632 [19:53<16:51,  2.10it/s]
epoch 0 loss 0.26422:  62%|██████▏   | 3507/5632 [19:53<16:51,  2.10it/s]
epoch 0 loss 0.26422:  62%|██████▏   | 3508/5632 [19:53<15:04,  2.35it/s]
epoch 0 loss 0.26415:  62%|██████▏   | 3508/5632 [19:54<15:04,  2.35it/s]
epoch 0 loss 0.26415:  62%|██████▏   | 3509/5632 [19:54<13:50,  2.56it/s]
epoch 0 loss 0.26408:  62%|██████▏   | 3509/5632 [19:54<13:50,  2.56it/s]
epoch 0 loss 0.26408:  62%|██████▏   | 3510/5632 [19:54<12:58,  2.73it/s]
epoch 0 loss 0.26401:  62%|██████▏   | 3510/5632 [19:54<12:58,  2.73it/s]
epoch 0 loss 0.26401:  62%|██████▏   | 3511/5632 [19:54<12:21,  2.86it/s]
epoch 0 loss 0.26394:  62%|██████▏   | 3511/5632 [19:55<12:21,  2.86it/s]
epoch 0 loss 0.26394:  62%|██████▏   | 3512/5632 [19:55<11:55,  2.96it/s]
epoch 0 loss 0.26388:  62%|██████▏   | 3512/5632 [19:55<11:55,  2.96it/s]
epoch 0 loss 0.26388:  62%|██████▏   | 3513/5632 [19:55<11:36,  3.04it/s]
epoch 0 loss 0.26381:  62%|██████▏   | 3513/5632 [19:55<11:36,  3.04it/s]
epoch 0 loss 0.26381:  62%|██████▏   | 3514/5632 [19:55<11:23,  3.10it/s]
epoch 0 loss 0.26373:  62%|██████▏   | 3514/5632 [19:55<11:23,  3.10it/s]
epoch 0 loss 0.26373:  62%|██████▏   | 3515/5632 [19:55<11:14,  3.14it/s]
epoch 0 loss 0.26366:  62%|██████▏   | 3515/5632 [19:56<11:14,  3.14it/s]
epoch 0 loss 0.26366:  62%|██████▏   | 3516/5632 [19:56<11:07,  3.17it/s]
epoch 0 loss 0.26359:  62%|██████▏   | 3516/5632 [19:56<11:07,  3.17it/s]
epoch 0 loss 0.26359:  62%|██████▏   | 3517/5632 [19:56<11:03,  3.19it/s]
epoch 0 loss 0.26352:  62%|██████▏   | 3517/5632 [19:56<11:03,  3.19it/s]
epoch 0 loss 0.26352:  62%|██████▏   | 3518/5632 [19:56<10:59,  3.20it/s]
epoch 0 loss 0.26345:  62%|██████▏   | 3518/5632 [19:57<10:59,  3.20it/s]
epoch 0 loss 0.26345:  62%|██████▏   | 3519/5632 [19:57<10:58,  3.21it/s]
epoch 0 loss 0.26338:  62%|██████▏   | 3519/5632 [19:57<10:58,  3.21it/s]
epoch 0 loss 0.26338:  62%|██████▎   | 3520/5632 [19:57<10:55,  3.22it/s]
epoch 0 loss 0.26331:  62%|██████▎   | 3520/5632 [19:57<10:55,  3.22it/s]
epoch 0 loss 0.26331:  63%|██████▎   | 3521/5632 [19:57<10:54,  3.22it/s]
epoch 0 loss 0.26329:  63%|██████▎   | 3521/5632 [19:58<10:54,  3.22it/s]
epoch 0 loss 0.26329:  63%|██████▎   | 3522/5632 [19:58<10:54,  3.23it/s]
epoch 0 loss 0.26322:  63%|██████▎   | 3522/5632 [19:58<10:54,  3.23it/s]
epoch 0 loss 0.26322:  63%|██████▎   | 3523/5632 [19:58<10:53,  3.23it/s]
epoch 0 loss 0.26315:  63%|██████▎   | 3523/5632 [19:58<10:53,  3.23it/s]
epoch 0 loss 0.26315:  63%|██████▎   | 3524/5632 [19:58<10:52,  3.23it/s]
epoch 0 loss 0.26319:  63%|██████▎   | 3524/5632 [19:59<10:52,  3.23it/s]
epoch 0 loss 0.26319:  63%|██████▎   | 3525/5632 [19:59<10:52,  3.23it/s]
epoch 0 loss 0.26315:  63%|██████▎   | 3525/5632 [19:59<10:52,  3.23it/s]
epoch 0 loss 0.26315:  63%|██████▎   | 3526/5632 [19:59<10:51,  3.23it/s]
epoch 0 loss 0.26308:  63%|██████▎   | 3526/5632 [19:59<10:51,  3.23it/s]
epoch 0 loss 0.26308:  63%|██████▎   | 3527/5632 [19:59<10:50,  3.23it/s]
epoch 0 loss 0.26302:  63%|██████▎   | 3527/5632 [19:59<10:50,  3.23it/s]
epoch 0 loss 0.26302:  63%|██████▎   | 3528/5632 [19:59<10:50,  3.23it/s]
epoch 0 loss 0.26295:  63%|██████▎   | 3528/5632 [20:00<10:50,  3.23it/s]
epoch 0 loss 0.26295:  63%|██████▎   | 3529/5632 [20:00<10:50,  3.23it/s]
epoch 0 loss 0.26288:  63%|██████▎   | 3529/5632 [20:00<10:50,  3.23it/s]
epoch 0 loss 0.26288:  63%|██████▎   | 3530/5632 [20:00<10:50,  3.23it/s]
epoch 0 loss 0.26281:  63%|██████▎   | 3530/5632 [20:00<10:50,  3.23it/s]
epoch 0 loss 0.26281:  63%|██████▎   | 3531/5632 [20:00<10:49,  3.23it/s]
epoch 0 loss 0.26274:  63%|██████▎   | 3531/5632 [20:01<10:49,  3.23it/s]
epoch 0 loss 0.26274:  63%|██████▎   | 3532/5632 [20:01<10:48,  3.24it/s]
epoch 0 loss 0.26271:  63%|██████▎   | 3532/5632 [20:01<10:48,  3.24it/s]
epoch 0 loss 0.26271:  63%|██████▎   | 3533/5632 [20:01<10:48,  3.24it/s]
epoch 0 loss 0.26264:  63%|██████▎   | 3533/5632 [20:01<10:48,  3.24it/s]
epoch 0 loss 0.26264:  63%|██████▎   | 3534/5632 [20:01<10:48,  3.24it/s]
epoch 0 loss 0.26257:  63%|██████▎   | 3534/5632 [20:02<10:48,  3.24it/s]
epoch 0 loss 0.26257:  63%|██████▎   | 3535/5632 [20:02<10:47,  3.24it/s]
epoch 0 loss 0.26257:  63%|██████▎   | 3535/5632 [20:02<10:47,  3.24it/s]
epoch 0 loss 0.26257:  63%|██████▎   | 3536/5632 [20:02<10:48,  3.23it/s]
epoch 0 loss 0.26256:  63%|██████▎   | 3536/5632 [20:02<10:48,  3.23it/s]
epoch 0 loss 0.26256:  63%|██████▎   | 3537/5632 [20:02<10:47,  3.24it/s]
epoch 0 loss 0.26256:  63%|██████▎   | 3537/5632 [20:03<10:47,  3.24it/s]
epoch 0 loss 0.26256:  63%|██████▎   | 3538/5632 [20:03<10:47,  3.23it/s]
epoch 0 loss 0.26249:  63%|██████▎   | 3538/5632 [20:03<10:47,  3.23it/s]
epoch 0 loss 0.26249:  63%|██████▎   | 3539/5632 [20:03<10:46,  3.24it/s]
epoch 0 loss 0.26249:  63%|██████▎   | 3539/5632 [20:03<10:46,  3.24it/s]
epoch 0 loss 0.26249:  63%|██████▎   | 3540/5632 [20:03<10:46,  3.24it/s]
epoch 0 loss 0.26246:  63%|██████▎   | 3540/5632 [20:03<10:46,  3.24it/s]
epoch 0 loss 0.26246:  63%|██████▎   | 3541/5632 [20:03<10:46,  3.24it/s]
epoch 0 loss 0.26244:  63%|██████▎   | 3541/5632 [20:04<10:46,  3.24it/s]
epoch 0 loss 0.26244:  63%|██████▎   | 3542/5632 [20:04<10:45,  3.24it/s]
epoch 0 loss 0.26238:  63%|██████▎   | 3542/5632 [20:04<10:45,  3.24it/s]
epoch 0 loss 0.26238:  63%|██████▎   | 3543/5632 [20:04<10:45,  3.24it/s]
epoch 0 loss 0.26238:  63%|██████▎   | 3543/5632 [20:04<10:45,  3.24it/s]
epoch 0 loss 0.26238:  63%|██████▎   | 3544/5632 [20:04<10:45,  3.24it/s]
epoch 0 loss 0.26231:  63%|██████▎   | 3544/5632 [20:05<10:45,  3.24it/s]
epoch 0 loss 0.26231:  63%|██████▎   | 3545/5632 [20:05<10:45,  3.24it/s]
epoch 0 loss 0.2623:  63%|██████▎   | 3545/5632 [20:05<10:45,  3.24it/s] 
epoch 0 loss 0.2623:  63%|██████▎   | 3546/5632 [20:05<10:44,  3.23it/s]
epoch 0 loss 0.26223:  63%|██████▎   | 3546/5632 [20:05<10:44,  3.23it/s]
epoch 0 loss 0.26223:  63%|██████▎   | 3547/5632 [20:05<10:44,  3.24it/s]
epoch 0 loss 0.26218:  63%|██████▎   | 3547/5632 [20:06<10:44,  3.24it/s]
epoch 0 loss 0.26218:  63%|██████▎   | 3548/5632 [20:06<10:44,  3.23it/s]
epoch 0 loss 0.26211:  63%|██████▎   | 3548/5632 [20:06<10:44,  3.23it/s]
epoch 0 loss 0.26211:  63%|██████▎   | 3549/5632 [20:06<10:44,  3.23it/s]
epoch 0 loss 0.26216:  63%|██████▎   | 3549/5632 [20:06<10:44,  3.23it/s]
epoch 0 loss 0.26216:  63%|██████▎   | 3550/5632 [20:06<10:43,  3.23it/s]
epoch 0 loss 0.26211:  63%|██████▎   | 3550/5632 [20:08<10:43,  3.23it/s]
epoch 0 loss 0.26211:  63%|██████▎   | 3551/5632 [20:08<21:37,  1.60it/s]
epoch 0 loss 0.26205:  63%|██████▎   | 3551/5632 [20:08<21:37,  1.60it/s]
epoch 0 loss 0.26205:  63%|██████▎   | 3552/5632 [20:08<18:21,  1.89it/s]
epoch 0 loss 0.26199:  63%|██████▎   | 3552/5632 [20:08<18:21,  1.89it/s]
epoch 0 loss 0.26199:  63%|██████▎   | 3553/5632 [20:08<16:04,  2.16it/s]
epoch 0 loss 0.26192:  63%|██████▎   | 3553/5632 [20:09<16:04,  2.16it/s]
epoch 0 loss 0.26192:  63%|██████▎   | 3554/5632 [20:09<14:27,  2.40it/s]
epoch 0 loss 0.26185:  63%|██████▎   | 3554/5632 [20:09<14:27,  2.40it/s]
epoch 0 loss 0.26185:  63%|██████▎   | 3555/5632 [20:09<13:19,  2.60it/s]
epoch 0 loss 0.26183:  63%|██████▎   | 3555/5632 [20:09<13:19,  2.60it/s]
epoch 0 loss 0.26183:  63%|██████▎   | 3556/5632 [20:09<12:34,  2.75it/s]
epoch 0 loss 0.26177:  63%|██████▎   | 3556/5632 [20:09<12:34,  2.75it/s]
epoch 0 loss 0.26177:  63%|██████▎   | 3557/5632 [20:10<12:11,  2.84it/s]
epoch 0 loss 0.2617:  63%|██████▎   | 3557/5632 [20:10<12:11,  2.84it/s] 
epoch 0 loss 0.2617:  63%|██████▎   | 3558/5632 [20:10<11:49,  2.92it/s]
epoch 0 loss 0.26171:  63%|██████▎   | 3558/5632 [20:10<11:49,  2.92it/s]
epoch 0 loss 0.26171:  63%|██████▎   | 3559/5632 [20:10<11:29,  3.00it/s]
epoch 0 loss 0.26164:  63%|██████▎   | 3559/5632 [20:10<11:29,  3.00it/s]
epoch 0 loss 0.26164:  63%|██████▎   | 3560/5632 [20:10<11:36,  2.98it/s]
epoch 0 loss 0.26156:  63%|██████▎   | 3560/5632 [20:11<11:36,  2.98it/s]
epoch 0 loss 0.26156:  63%|██████▎   | 3561/5632 [20:11<11:20,  3.05it/s]
epoch 0 loss 0.2615:  63%|██████▎   | 3561/5632 [20:11<11:20,  3.05it/s] 
epoch 0 loss 0.2615:  63%|██████▎   | 3562/5632 [20:11<11:08,  3.10it/s]
epoch 0 loss 0.26144:  63%|██████▎   | 3562/5632 [20:11<11:08,  3.10it/s]
epoch 0 loss 0.26144:  63%|██████▎   | 3563/5632 [20:11<11:00,  3.13it/s]
epoch 0 loss 0.26146:  63%|██████▎   | 3563/5632 [20:12<11:00,  3.13it/s]
epoch 0 loss 0.26146:  63%|██████▎   | 3564/5632 [20:12<10:53,  3.16it/s]
epoch 0 loss 0.26139:  63%|██████▎   | 3564/5632 [20:12<10:53,  3.16it/s]
epoch 0 loss 0.26139:  63%|██████▎   | 3565/5632 [20:12<10:49,  3.18it/s]
epoch 0 loss 0.26132:  63%|██████▎   | 3565/5632 [20:12<10:49,  3.18it/s]
epoch 0 loss 0.26132:  63%|██████▎   | 3566/5632 [20:12<10:46,  3.20it/s]
epoch 0 loss 0.26132:  63%|██████▎   | 3566/5632 [20:13<10:46,  3.20it/s]
epoch 0 loss 0.26132:  63%|██████▎   | 3567/5632 [20:13<10:43,  3.21it/s]
epoch 0 loss 0.26125:  63%|██████▎   | 3567/5632 [20:13<10:43,  3.21it/s]
epoch 0 loss 0.26125:  63%|██████▎   | 3568/5632 [20:13<10:41,  3.22it/s]
epoch 0 loss 0.26118:  63%|██████▎   | 3568/5632 [20:13<10:41,  3.22it/s]
epoch 0 loss 0.26118:  63%|██████▎   | 3569/5632 [20:13<10:41,  3.22it/s]
epoch 0 loss 0.26111:  63%|██████▎   | 3569/5632 [20:14<10:41,  3.22it/s]
epoch 0 loss 0.26111:  63%|██████▎   | 3570/5632 [20:14<10:39,  3.22it/s]
epoch 0 loss 0.26104:  63%|██████▎   | 3570/5632 [20:14<10:39,  3.22it/s]
epoch 0 loss 0.26104:  63%|██████▎   | 3571/5632 [20:14<10:38,  3.23it/s]
epoch 0 loss 0.26097:  63%|██████▎   | 3571/5632 [20:14<10:38,  3.23it/s]
epoch 0 loss 0.26097:  63%|██████▎   | 3572/5632 [20:14<10:38,  3.23it/s]
epoch 0 loss 0.26104:  63%|██████▎   | 3572/5632 [20:14<10:38,  3.23it/s]
epoch 0 loss 0.26104:  63%|██████▎   | 3573/5632 [20:15<10:37,  3.23it/s]
epoch 0 loss 0.26096:  63%|██████▎   | 3573/5632 [20:15<10:37,  3.23it/s]
epoch 0 loss 0.26096:  63%|██████▎   | 3574/5632 [20:15<10:37,  3.23it/s]
epoch 0 loss 0.2609:  63%|██████▎   | 3574/5632 [20:15<10:37,  3.23it/s] 
epoch 0 loss 0.2609:  63%|██████▎   | 3575/5632 [20:15<10:36,  3.23it/s]
epoch 0 loss 0.26091:  63%|██████▎   | 3575/5632 [20:15<10:36,  3.23it/s]
epoch 0 loss 0.26091:  63%|██████▎   | 3576/5632 [20:15<10:36,  3.23it/s]
epoch 0 loss 0.26086:  63%|██████▎   | 3576/5632 [20:16<10:36,  3.23it/s]
epoch 0 loss 0.26086:  64%|██████▎   | 3577/5632 [20:16<10:36,  3.23it/s]
epoch 0 loss 0.26079:  64%|██████▎   | 3577/5632 [20:16<10:36,  3.23it/s]
epoch 0 loss 0.26079:  64%|██████▎   | 3578/5632 [20:16<10:34,  3.24it/s]
epoch 0 loss 0.26072:  64%|██████▎   | 3578/5632 [20:16<10:34,  3.24it/s]
epoch 0 loss 0.26072:  64%|██████▎   | 3579/5632 [20:16<10:34,  3.24it/s]
epoch 0 loss 0.26069:  64%|██████▎   | 3579/5632 [20:17<10:34,  3.24it/s]
epoch 0 loss 0.26069:  64%|██████▎   | 3580/5632 [20:17<10:33,  3.24it/s]
epoch 0 loss 0.26061:  64%|██████▎   | 3580/5632 [20:17<10:33,  3.24it/s]
epoch 0 loss 0.26061:  64%|██████▎   | 3581/5632 [20:17<10:34,  3.23it/s]
epoch 0 loss 0.26054:  64%|██████▎   | 3581/5632 [20:17<10:34,  3.23it/s]
epoch 0 loss 0.26054:  64%|██████▎   | 3582/5632 [20:17<10:33,  3.24it/s]
epoch 0 loss 0.26064:  64%|██████▎   | 3582/5632 [20:18<10:33,  3.24it/s]
epoch 0 loss 0.26064:  64%|██████▎   | 3583/5632 [20:18<10:32,  3.24it/s]
epoch 0 loss 0.26058:  64%|██████▎   | 3583/5632 [20:18<10:32,  3.24it/s]
epoch 0 loss 0.26058:  64%|██████▎   | 3584/5632 [20:18<10:32,  3.24it/s]
epoch 0 loss 0.26051:  64%|██████▎   | 3584/5632 [20:18<10:32,  3.24it/s]
epoch 0 loss 0.26051:  64%|██████▎   | 3585/5632 [20:18<10:33,  3.23it/s]
epoch 0 loss 0.26056:  64%|██████▎   | 3585/5632 [20:19<10:33,  3.23it/s]
epoch 0 loss 0.26056:  64%|██████▎   | 3586/5632 [20:19<10:33,  3.23it/s]
epoch 0 loss 0.26049:  64%|██████▎   | 3586/5632 [20:19<10:33,  3.23it/s]
epoch 0 loss 0.26049:  64%|██████▎   | 3587/5632 [20:19<10:32,  3.23it/s]
epoch 0 loss 0.26042:  64%|██████▎   | 3587/5632 [20:19<10:32,  3.23it/s]
epoch 0 loss 0.26042:  64%|██████▎   | 3588/5632 [20:19<10:32,  3.23it/s]
epoch 0 loss 0.26046:  64%|██████▎   | 3588/5632 [20:19<10:32,  3.23it/s]
epoch 0 loss 0.26046:  64%|██████▎   | 3589/5632 [20:19<10:31,  3.23it/s]
epoch 0 loss 0.26039:  64%|██████▎   | 3589/5632 [20:20<10:31,  3.23it/s]
epoch 0 loss 0.26039:  64%|██████▎   | 3590/5632 [20:20<10:30,  3.24it/s]
epoch 0 loss 0.26033:  64%|██████▎   | 3590/5632 [20:20<10:30,  3.24it/s]
epoch 0 loss 0.26033:  64%|██████▍   | 3591/5632 [20:20<10:30,  3.24it/s]
epoch 0 loss 0.26026:  64%|██████▍   | 3591/5632 [20:20<10:30,  3.24it/s]
epoch 0 loss 0.26026:  64%|██████▍   | 3592/5632 [20:20<10:29,  3.24it/s]
epoch 0 loss 0.26019:  64%|██████▍   | 3592/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.26019:  64%|██████▍   | 3593/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.26012:  64%|██████▍   | 3593/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.26012:  64%|██████▍   | 3594/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.26005:  64%|██████▍   | 3594/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.26005:  64%|██████▍   | 3595/5632 [20:21<10:29,  3.24it/s]
epoch 0 loss 0.25998:  64%|██████▍   | 3595/5632 [20:23<10:29,  3.24it/s]
epoch 0 loss 0.25998:  64%|██████▍   | 3596/5632 [20:23<23:48,  1.43it/s]
epoch 0 loss 0.25991:  64%|██████▍   | 3596/5632 [20:23<23:48,  1.43it/s]
epoch 0 loss 0.25991:  64%|██████▍   | 3597/5632 [20:23<19:48,  1.71it/s]
epoch 0 loss 0.25984:  64%|██████▍   | 3597/5632 [20:24<19:48,  1.71it/s]
epoch 0 loss 0.25984:  64%|██████▍   | 3598/5632 [20:24<16:57,  2.00it/s]
epoch 0 loss 0.25978:  64%|██████▍   | 3598/5632 [20:24<16:57,  2.00it/s]
epoch 0 loss 0.25978:  64%|██████▍   | 3599/5632 [20:24<15:00,  2.26it/s]
epoch 0 loss 0.2597:  64%|██████▍   | 3599/5632 [20:24<15:00,  2.26it/s] 
epoch 0 loss 0.2597:  64%|██████▍   | 3600/5632 [20:24<13:38,  2.48it/s]
epoch 0 loss 0.25963:  64%|██████▍   | 3600/5632 [20:24<13:38,  2.48it/s]
epoch 0 loss 0.25963:  64%|██████▍   | 3601/5632 [20:24<12:40,  2.67it/s]
epoch 0 loss 0.25957:  64%|██████▍   | 3601/5632 [20:25<12:40,  2.67it/s]
epoch 0 loss 0.25957:  64%|██████▍   | 3602/5632 [20:25<12:00,  2.82it/s]
epoch 0 loss 0.25957:  64%|██████▍   | 3602/5632 [20:25<12:00,  2.82it/s]
epoch 0 loss 0.25957:  64%|██████▍   | 3603/5632 [20:25<11:32,  2.93it/s]
epoch 0 loss 0.25964:  64%|██████▍   | 3603/5632 [20:25<11:32,  2.93it/s]
epoch 0 loss 0.25964:  64%|██████▍   | 3604/5632 [20:25<11:20,  2.98it/s]
epoch 0 loss 0.2597:  64%|██████▍   | 3604/5632 [20:26<11:20,  2.98it/s] 
epoch 0 loss 0.2597:  64%|██████▍   | 3605/5632 [20:26<11:23,  2.96it/s]
epoch 0 loss 0.25963:  64%|██████▍   | 3605/5632 [20:26<11:23,  2.96it/s]
epoch 0 loss 0.25963:  64%|██████▍   | 3606/5632 [20:26<11:06,  3.04it/s]
epoch 0 loss 0.25966:  64%|██████▍   | 3606/5632 [20:26<11:06,  3.04it/s]
epoch 0 loss 0.25966:  64%|██████▍   | 3607/5632 [20:26<10:54,  3.09it/s]
epoch 0 loss 0.25959:  64%|██████▍   | 3607/5632 [20:27<10:54,  3.09it/s]
epoch 0 loss 0.25959:  64%|██████▍   | 3608/5632 [20:27<10:46,  3.13it/s]
epoch 0 loss 0.25953:  64%|██████▍   | 3608/5632 [20:27<10:46,  3.13it/s]
epoch 0 loss 0.25953:  64%|██████▍   | 3609/5632 [20:27<10:40,  3.16it/s]
epoch 0 loss 0.25946:  64%|██████▍   | 3609/5632 [20:27<10:40,  3.16it/s]
epoch 0 loss 0.25946:  64%|██████▍   | 3610/5632 [20:27<10:34,  3.18it/s]
epoch 0 loss 0.25939:  64%|██████▍   | 3610/5632 [20:28<10:34,  3.18it/s]
epoch 0 loss 0.25939:  64%|██████▍   | 3611/5632 [20:28<10:31,  3.20it/s]
epoch 0 loss 0.25938:  64%|██████▍   | 3611/5632 [20:28<10:31,  3.20it/s]
epoch 0 loss 0.25938:  64%|██████▍   | 3612/5632 [20:28<10:28,  3.21it/s]
epoch 0 loss 0.25932:  64%|██████▍   | 3612/5632 [20:28<10:28,  3.21it/s]
epoch 0 loss 0.25932:  64%|██████▍   | 3613/5632 [20:28<10:26,  3.22it/s]
epoch 0 loss 0.25925:  64%|██████▍   | 3613/5632 [20:29<10:26,  3.22it/s]
epoch 0 loss 0.25925:  64%|██████▍   | 3614/5632 [20:29<10:25,  3.23it/s]
epoch 0 loss 0.25929:  64%|██████▍   | 3614/5632 [20:29<10:25,  3.23it/s]
epoch 0 loss 0.25929:  64%|██████▍   | 3615/5632 [20:29<10:24,  3.23it/s]
epoch 0 loss 0.25925:  64%|██████▍   | 3615/5632 [20:29<10:24,  3.23it/s]
epoch 0 loss 0.25925:  64%|██████▍   | 3616/5632 [20:29<10:23,  3.23it/s]
epoch 0 loss 0.25918:  64%|██████▍   | 3616/5632 [20:29<10:23,  3.23it/s]
epoch 0 loss 0.25918:  64%|██████▍   | 3617/5632 [20:29<10:21,  3.24it/s]
epoch 0 loss 0.25912:  64%|██████▍   | 3617/5632 [20:30<10:21,  3.24it/s]
epoch 0 loss 0.25912:  64%|██████▍   | 3618/5632 [20:30<10:19,  3.25it/s]
epoch 0 loss 0.25905:  64%|██████▍   | 3618/5632 [20:30<10:19,  3.25it/s]
epoch 0 loss 0.25905:  64%|██████▍   | 3619/5632 [20:30<10:20,  3.24it/s]
epoch 0 loss 0.25898:  64%|██████▍   | 3619/5632 [20:30<10:20,  3.24it/s]
epoch 0 loss 0.25898:  64%|██████▍   | 3620/5632 [20:30<10:21,  3.24it/s]
epoch 0 loss 0.25891:  64%|██████▍   | 3620/5632 [20:31<10:21,  3.24it/s]
epoch 0 loss 0.25891:  64%|██████▍   | 3621/5632 [20:31<10:21,  3.24it/s]
epoch 0 loss 0.25887:  64%|██████▍   | 3621/5632 [20:31<10:21,  3.24it/s]
epoch 0 loss 0.25887:  64%|██████▍   | 3622/5632 [20:31<10:20,  3.24it/s]
epoch 0 loss 0.25886:  64%|██████▍   | 3622/5632 [20:31<10:20,  3.24it/s]
epoch 0 loss 0.25886:  64%|██████▍   | 3623/5632 [20:31<10:20,  3.24it/s]
epoch 0 loss 0.25879:  64%|██████▍   | 3623/5632 [20:32<10:20,  3.24it/s]
epoch 0 loss 0.25879:  64%|██████▍   | 3624/5632 [20:32<10:19,  3.24it/s]
epoch 0 loss 0.25872:  64%|██████▍   | 3624/5632 [20:32<10:19,  3.24it/s]
epoch 0 loss 0.25872:  64%|██████▍   | 3625/5632 [20:32<10:19,  3.24it/s]
epoch 0 loss 0.25865:  64%|██████▍   | 3625/5632 [20:32<10:19,  3.24it/s]
epoch 0 loss 0.25865:  64%|██████▍   | 3626/5632 [20:32<10:19,  3.24it/s]
epoch 0 loss 0.25863:  64%|██████▍   | 3626/5632 [20:33<10:19,  3.24it/s]
epoch 0 loss 0.25863:  64%|██████▍   | 3627/5632 [20:33<10:19,  3.24it/s]
epoch 0 loss 0.25857:  64%|██████▍   | 3627/5632 [20:33<10:19,  3.24it/s]
epoch 0 loss 0.25857:  64%|██████▍   | 3628/5632 [20:33<10:18,  3.24it/s]
epoch 0 loss 0.2585:  64%|██████▍   | 3628/5632 [20:33<10:18,  3.24it/s] 
epoch 0 loss 0.2585:  64%|██████▍   | 3629/5632 [20:33<10:19,  3.23it/s]
epoch 0 loss 0.25848:  64%|██████▍   | 3629/5632 [20:33<10:19,  3.23it/s]
epoch 0 loss 0.25848:  64%|██████▍   | 3630/5632 [20:33<10:18,  3.24it/s]
epoch 0 loss 0.25841:  64%|██████▍   | 3630/5632 [20:34<10:18,  3.24it/s]
epoch 0 loss 0.25841:  64%|██████▍   | 3631/5632 [20:34<10:18,  3.23it/s]
epoch 0 loss 0.25838:  64%|██████▍   | 3631/5632 [20:34<10:18,  3.23it/s]
epoch 0 loss 0.25838:  64%|██████▍   | 3632/5632 [20:34<10:18,  3.24it/s]
epoch 0 loss 0.25834:  64%|██████▍   | 3632/5632 [20:34<10:18,  3.24it/s]
epoch 0 loss 0.25834:  65%|██████▍   | 3633/5632 [20:34<10:17,  3.24it/s]
epoch 0 loss 0.25827:  65%|██████▍   | 3633/5632 [20:35<10:17,  3.24it/s]
epoch 0 loss 0.25827:  65%|██████▍   | 3634/5632 [20:35<10:18,  3.23it/s]
epoch 0 loss 0.2582:  65%|██████▍   | 3634/5632 [20:35<10:18,  3.23it/s] 
epoch 0 loss 0.2582:  65%|██████▍   | 3635/5632 [20:35<10:16,  3.24it/s]
epoch 0 loss 0.25823:  65%|██████▍   | 3635/5632 [20:35<10:16,  3.24it/s]
epoch 0 loss 0.25823:  65%|██████▍   | 3636/5632 [20:35<10:16,  3.24it/s]
epoch 0 loss 0.25817:  65%|██████▍   | 3636/5632 [20:37<10:16,  3.24it/s]
epoch 0 loss 0.25817:  65%|██████▍   | 3637/5632 [20:37<22:23,  1.49it/s]
epoch 0 loss 0.2581:  65%|██████▍   | 3637/5632 [20:37<22:23,  1.49it/s] 
epoch 0 loss 0.2581:  65%|██████▍   | 3638/5632 [20:37<18:45,  1.77it/s]
epoch 0 loss 0.25806:  65%|██████▍   | 3638/5632 [20:37<18:45,  1.77it/s]
epoch 0 loss 0.25806:  65%|██████▍   | 3639/5632 [20:37<16:11,  2.05it/s]
epoch 0 loss 0.25799:  65%|██████▍   | 3639/5632 [20:38<16:11,  2.05it/s]
epoch 0 loss 0.25799:  65%|██████▍   | 3640/5632 [20:38<14:25,  2.30it/s]
epoch 0 loss 0.25792:  65%|██████▍   | 3640/5632 [20:38<14:25,  2.30it/s]
epoch 0 loss 0.25792:  65%|██████▍   | 3641/5632 [20:38<13:10,  2.52it/s]
epoch 0 loss 0.25786:  65%|██████▍   | 3641/5632 [20:38<13:10,  2.52it/s]
epoch 0 loss 0.25786:  65%|██████▍   | 3642/5632 [20:38<12:17,  2.70it/s]
epoch 0 loss 0.25779:  65%|██████▍   | 3642/5632 [20:39<12:17,  2.70it/s]
epoch 0 loss 0.25779:  65%|██████▍   | 3643/5632 [20:39<11:41,  2.84it/s]
epoch 0 loss 0.25772:  65%|██████▍   | 3643/5632 [20:39<11:41,  2.84it/s]
epoch 0 loss 0.25772:  65%|██████▍   | 3644/5632 [20:39<11:17,  2.93it/s]
epoch 0 loss 0.2578:  65%|██████▍   | 3644/5632 [20:39<11:17,  2.93it/s] 
epoch 0 loss 0.2578:  65%|██████▍   | 3645/5632 [20:39<10:57,  3.02it/s]
epoch 0 loss 0.25773:  65%|██████▍   | 3645/5632 [20:40<10:57,  3.02it/s]
epoch 0 loss 0.25773:  65%|██████▍   | 3646/5632 [20:40<10:45,  3.08it/s]
epoch 0 loss 0.25766:  65%|██████▍   | 3646/5632 [20:40<10:45,  3.08it/s]
epoch 0 loss 0.25766:  65%|██████▍   | 3647/5632 [20:40<10:36,  3.12it/s]
epoch 0 loss 0.2577:  65%|██████▍   | 3647/5632 [20:40<10:36,  3.12it/s] 
epoch 0 loss 0.2577:  65%|██████▍   | 3648/5632 [20:40<10:28,  3.15it/s]
epoch 0 loss 0.25764:  65%|██████▍   | 3648/5632 [20:41<10:28,  3.15it/s]
epoch 0 loss 0.25764:  65%|██████▍   | 3649/5632 [20:41<10:33,  3.13it/s]
epoch 0 loss 0.25757:  65%|██████▍   | 3649/5632 [20:41<10:33,  3.13it/s]
epoch 0 loss 0.25757:  65%|██████▍   | 3650/5632 [20:41<10:29,  3.15it/s]
epoch 0 loss 0.2575:  65%|██████▍   | 3650/5632 [20:41<10:29,  3.15it/s] 
epoch 0 loss 0.2575:  65%|██████▍   | 3651/5632 [20:41<10:29,  3.15it/s]
epoch 0 loss 0.25744:  65%|██████▍   | 3651/5632 [20:42<10:29,  3.15it/s]
epoch 0 loss 0.25744:  65%|██████▍   | 3652/5632 [20:42<10:27,  3.16it/s]
epoch 0 loss 0.25737:  65%|██████▍   | 3652/5632 [20:42<10:27,  3.16it/s]
epoch 0 loss 0.25737:  65%|██████▍   | 3653/5632 [20:42<10:27,  3.16it/s]
epoch 0 loss 0.2573:  65%|██████▍   | 3653/5632 [20:42<10:27,  3.16it/s] 
epoch 0 loss 0.2573:  65%|██████▍   | 3654/5632 [20:42<10:23,  3.17it/s]
epoch 0 loss 0.25724:  65%|██████▍   | 3654/5632 [20:42<10:23,  3.17it/s]
epoch 0 loss 0.25724:  65%|██████▍   | 3655/5632 [20:42<10:20,  3.19it/s]
epoch 0 loss 0.25717:  65%|██████▍   | 3655/5632 [20:43<10:20,  3.19it/s]
epoch 0 loss 0.25717:  65%|██████▍   | 3656/5632 [20:43<10:17,  3.20it/s]
epoch 0 loss 0.25711:  65%|██████▍   | 3656/5632 [20:43<10:17,  3.20it/s]
epoch 0 loss 0.25711:  65%|██████▍   | 3657/5632 [20:43<10:15,  3.21it/s]
epoch 0 loss 0.25704:  65%|██████▍   | 3657/5632 [20:43<10:15,  3.21it/s]
epoch 0 loss 0.25704:  65%|██████▍   | 3658/5632 [20:43<10:13,  3.22it/s]
epoch 0 loss 0.25697:  65%|██████▍   | 3658/5632 [20:44<10:13,  3.22it/s]
epoch 0 loss 0.25697:  65%|██████▍   | 3659/5632 [20:44<10:12,  3.22it/s]
epoch 0 loss 0.25691:  65%|██████▍   | 3659/5632 [20:44<10:12,  3.22it/s]
epoch 0 loss 0.25691:  65%|██████▍   | 3660/5632 [20:44<10:11,  3.23it/s]
epoch 0 loss 0.25687:  65%|██████▍   | 3660/5632 [20:44<10:11,  3.23it/s]
epoch 0 loss 0.25687:  65%|██████▌   | 3661/5632 [20:44<10:14,  3.21it/s]
epoch 0 loss 0.2568:  65%|██████▌   | 3661/5632 [20:45<10:14,  3.21it/s] 
epoch 0 loss 0.2568:  65%|██████▌   | 3662/5632 [20:45<10:15,  3.20it/s]
epoch 0 loss 0.25674:  65%|██████▌   | 3662/5632 [20:45<10:15,  3.20it/s]
epoch 0 loss 0.25674:  65%|██████▌   | 3663/5632 [20:45<10:12,  3.21it/s]
epoch 0 loss 0.25689:  65%|██████▌   | 3663/5632 [20:45<10:12,  3.21it/s]
epoch 0 loss 0.25689:  65%|██████▌   | 3664/5632 [20:45<10:13,  3.21it/s]
epoch 0 loss 0.25682:  65%|██████▌   | 3664/5632 [20:46<10:13,  3.21it/s]
epoch 0 loss 0.25682:  65%|██████▌   | 3665/5632 [20:46<10:16,  3.19it/s]
epoch 0 loss 0.25675:  65%|██████▌   | 3665/5632 [20:46<10:16,  3.19it/s]
epoch 0 loss 0.25675:  65%|██████▌   | 3666/5632 [20:46<10:12,  3.21it/s]
epoch 0 loss 0.25674:  65%|██████▌   | 3666/5632 [20:46<10:12,  3.21it/s]
epoch 0 loss 0.25674:  65%|██████▌   | 3667/5632 [20:46<10:08,  3.23it/s]
epoch 0 loss 0.25668:  65%|██████▌   | 3667/5632 [20:46<10:08,  3.23it/s]
epoch 0 loss 0.25668:  65%|██████▌   | 3668/5632 [20:46<10:10,  3.22it/s]
epoch 0 loss 0.25661:  65%|██████▌   | 3668/5632 [20:47<10:10,  3.22it/s]
epoch 0 loss 0.25661:  65%|██████▌   | 3669/5632 [20:47<10:09,  3.22it/s]
epoch 0 loss 0.25659:  65%|██████▌   | 3669/5632 [20:47<10:09,  3.22it/s]
epoch 0 loss 0.25659:  65%|██████▌   | 3670/5632 [20:47<10:06,  3.23it/s]
epoch 0 loss 0.25652:  65%|██████▌   | 3670/5632 [20:47<10:06,  3.23it/s]
epoch 0 loss 0.25652:  65%|██████▌   | 3671/5632 [20:47<10:05,  3.24it/s]
epoch 0 loss 0.25645:  65%|██████▌   | 3671/5632 [20:48<10:05,  3.24it/s]
epoch 0 loss 0.25645:  65%|██████▌   | 3672/5632 [20:48<10:05,  3.24it/s]
epoch 0 loss 0.25644:  65%|██████▌   | 3672/5632 [20:48<10:05,  3.24it/s]
epoch 0 loss 0.25644:  65%|██████▌   | 3673/5632 [20:48<10:04,  3.24it/s]
epoch 0 loss 0.25638:  65%|██████▌   | 3673/5632 [20:48<10:04,  3.24it/s]
epoch 0 loss 0.25638:  65%|██████▌   | 3674/5632 [20:48<10:04,  3.24it/s]
epoch 0 loss 0.25636:  65%|██████▌   | 3674/5632 [20:49<10:04,  3.24it/s]
epoch 0 loss 0.25636:  65%|██████▌   | 3675/5632 [20:49<10:03,  3.24it/s]
epoch 0 loss 0.2563:  65%|██████▌   | 3675/5632 [20:49<10:03,  3.24it/s] 
epoch 0 loss 0.2563:  65%|██████▌   | 3676/5632 [20:49<10:02,  3.25it/s]
epoch 0 loss 0.25627:  65%|██████▌   | 3676/5632 [20:49<10:02,  3.25it/s]
epoch 0 loss 0.25627:  65%|██████▌   | 3677/5632 [20:49<10:03,  3.24it/s]
epoch 0 loss 0.2562:  65%|██████▌   | 3677/5632 [20:50<10:03,  3.24it/s] 
epoch 0 loss 0.2562:  65%|██████▌   | 3678/5632 [20:50<10:03,  3.24it/s]
epoch 0 loss 0.25613:  65%|██████▌   | 3678/5632 [20:50<10:03,  3.24it/s]
epoch 0 loss 0.25613:  65%|██████▌   | 3679/5632 [20:50<10:04,  3.23it/s]
epoch 0 loss 0.25609:  65%|██████▌   | 3679/5632 [20:50<10:04,  3.23it/s]
epoch 0 loss 0.25609:  65%|██████▌   | 3680/5632 [20:50<10:04,  3.23it/s]
epoch 0 loss 0.25602:  65%|██████▌   | 3680/5632 [20:51<10:04,  3.23it/s]
epoch 0 loss 0.25602:  65%|██████▌   | 3681/5632 [20:51<10:04,  3.23it/s]
epoch 0 loss 0.25596:  65%|██████▌   | 3681/5632 [20:52<10:04,  3.23it/s]
epoch 0 loss 0.25596:  65%|██████▌   | 3682/5632 [20:52<19:28,  1.67it/s]
epoch 0 loss 0.25589:  65%|██████▌   | 3682/5632 [20:52<19:28,  1.67it/s]
epoch 0 loss 0.25589:  65%|██████▌   | 3683/5632 [20:52<16:38,  1.95it/s]
epoch 0 loss 0.25582:  65%|██████▌   | 3683/5632 [20:52<16:38,  1.95it/s]
epoch 0 loss 0.25582:  65%|██████▌   | 3684/5632 [20:52<14:39,  2.22it/s]
epoch 0 loss 0.25575:  65%|██████▌   | 3684/5632 [20:53<14:39,  2.22it/s]
epoch 0 loss 0.25575:  65%|██████▌   | 3685/5632 [20:53<13:14,  2.45it/s]
epoch 0 loss 0.25569:  65%|██████▌   | 3685/5632 [20:53<13:14,  2.45it/s]
epoch 0 loss 0.25569:  65%|██████▌   | 3686/5632 [20:53<12:16,  2.64it/s]
epoch 0 loss 0.25562:  65%|██████▌   | 3686/5632 [20:53<12:16,  2.64it/s]
epoch 0 loss 0.25562:  65%|██████▌   | 3687/5632 [20:53<11:35,  2.80it/s]
epoch 0 loss 0.25555:  65%|██████▌   | 3687/5632 [20:54<11:35,  2.80it/s]
epoch 0 loss 0.25555:  65%|██████▌   | 3688/5632 [20:54<11:07,  2.91it/s]
epoch 0 loss 0.25549:  65%|██████▌   | 3688/5632 [20:54<11:07,  2.91it/s]
epoch 0 loss 0.25549:  66%|██████▌   | 3689/5632 [20:54<10:47,  3.00it/s]
epoch 0 loss 0.25542:  66%|██████▌   | 3689/5632 [20:54<10:47,  3.00it/s]
epoch 0 loss 0.25542:  66%|██████▌   | 3690/5632 [20:54<10:32,  3.07it/s]
epoch 0 loss 0.25536:  66%|██████▌   | 3690/5632 [20:55<10:32,  3.07it/s]
epoch 0 loss 0.25536:  66%|██████▌   | 3691/5632 [20:55<10:29,  3.09it/s]
epoch 0 loss 0.25529:  66%|██████▌   | 3691/5632 [20:55<10:29,  3.09it/s]
epoch 0 loss 0.25529:  66%|██████▌   | 3692/5632 [20:55<10:21,  3.12it/s]
epoch 0 loss 0.25522:  66%|██████▌   | 3692/5632 [20:55<10:21,  3.12it/s]
epoch 0 loss 0.25522:  66%|██████▌   | 3693/5632 [20:55<10:14,  3.16it/s]
epoch 0 loss 0.25515:  66%|██████▌   | 3693/5632 [20:56<10:14,  3.16it/s]
epoch 0 loss 0.25515:  66%|██████▌   | 3694/5632 [20:56<10:11,  3.17it/s]
epoch 0 loss 0.25517:  66%|██████▌   | 3694/5632 [20:56<10:11,  3.17it/s]
epoch 0 loss 0.25517:  66%|██████▌   | 3695/5632 [20:56<10:14,  3.15it/s]
epoch 0 loss 0.2551:  66%|██████▌   | 3695/5632 [20:56<10:14,  3.15it/s] 
epoch 0 loss 0.2551:  66%|██████▌   | 3696/5632 [20:56<10:10,  3.17it/s]
epoch 0 loss 0.25503:  66%|██████▌   | 3696/5632 [20:56<10:10,  3.17it/s]
epoch 0 loss 0.25503:  66%|██████▌   | 3697/5632 [20:56<10:05,  3.20it/s]
epoch 0 loss 0.25497:  66%|██████▌   | 3697/5632 [20:57<10:05,  3.20it/s]
epoch 0 loss 0.25497:  66%|██████▌   | 3698/5632 [20:57<10:01,  3.21it/s]
epoch 0 loss 0.25494:  66%|██████▌   | 3698/5632 [20:57<10:01,  3.21it/s]
epoch 0 loss 0.25494:  66%|██████▌   | 3699/5632 [20:57<09:59,  3.22it/s]
epoch 0 loss 0.25487:  66%|██████▌   | 3699/5632 [20:57<09:59,  3.22it/s]
epoch 0 loss 0.25487:  66%|██████▌   | 3700/5632 [20:57<09:59,  3.22it/s]
epoch 0 loss 0.25481:  66%|██████▌   | 3700/5632 [20:58<09:59,  3.22it/s]
epoch 0 loss 0.25481:  66%|██████▌   | 3701/5632 [20:58<10:00,  3.22it/s]
epoch 0 loss 0.25474:  66%|██████▌   | 3701/5632 [20:58<10:00,  3.22it/s]
epoch 0 loss 0.25474:  66%|██████▌   | 3702/5632 [20:58<09:58,  3.22it/s]
epoch 0 loss 0.25468:  66%|██████▌   | 3702/5632 [20:58<09:58,  3.22it/s]
epoch 0 loss 0.25468:  66%|██████▌   | 3703/5632 [20:58<09:57,  3.23it/s]
epoch 0 loss 0.25466:  66%|██████▌   | 3703/5632 [20:59<09:57,  3.23it/s]
epoch 0 loss 0.25466:  66%|██████▌   | 3704/5632 [20:59<09:56,  3.23it/s]
epoch 0 loss 0.25459:  66%|██████▌   | 3704/5632 [20:59<09:56,  3.23it/s]
epoch 0 loss 0.25459:  66%|██████▌   | 3705/5632 [20:59<09:55,  3.24it/s]
epoch 0 loss 0.25452:  66%|██████▌   | 3705/5632 [20:59<09:55,  3.24it/s]
epoch 0 loss 0.25452:  66%|██████▌   | 3706/5632 [20:59<09:56,  3.23it/s]
epoch 0 loss 0.25446:  66%|██████▌   | 3706/5632 [21:00<09:56,  3.23it/s]
epoch 0 loss 0.25446:  66%|██████▌   | 3707/5632 [21:00<09:55,  3.23it/s]
epoch 0 loss 0.25439:  66%|██████▌   | 3707/5632 [21:00<09:55,  3.23it/s]
epoch 0 loss 0.25439:  66%|██████▌   | 3708/5632 [21:00<09:53,  3.24it/s]
epoch 0 loss 0.25442:  66%|██████▌   | 3708/5632 [21:00<09:53,  3.24it/s]
epoch 0 loss 0.25442:  66%|██████▌   | 3709/5632 [21:00<09:53,  3.24it/s]
epoch 0 loss 0.25435:  66%|██████▌   | 3709/5632 [21:00<09:53,  3.24it/s]
epoch 0 loss 0.25435:  66%|██████▌   | 3710/5632 [21:00<09:53,  3.24it/s]
epoch 0 loss 0.25433:  66%|██████▌   | 3710/5632 [21:01<09:53,  3.24it/s]
epoch 0 loss 0.25433:  66%|██████▌   | 3711/5632 [21:01<09:54,  3.23it/s]
epoch 0 loss 0.25426:  66%|██████▌   | 3711/5632 [21:01<09:54,  3.23it/s]
epoch 0 loss 0.25426:  66%|██████▌   | 3712/5632 [21:01<09:54,  3.23it/s]
epoch 0 loss 0.2542:  66%|██████▌   | 3712/5632 [21:01<09:54,  3.23it/s] 
epoch 0 loss 0.2542:  66%|██████▌   | 3713/5632 [21:01<09:54,  3.23it/s]
epoch 0 loss 0.25413:  66%|██████▌   | 3713/5632 [21:02<09:54,  3.23it/s]
epoch 0 loss 0.25413:  66%|██████▌   | 3714/5632 [21:02<09:53,  3.23it/s]
epoch 0 loss 0.25407:  66%|██████▌   | 3714/5632 [21:02<09:53,  3.23it/s]
epoch 0 loss 0.25407:  66%|██████▌   | 3715/5632 [21:02<09:52,  3.23it/s]
epoch 0 loss 0.25413:  66%|██████▌   | 3715/5632 [21:02<09:52,  3.23it/s]
epoch 0 loss 0.25413:  66%|██████▌   | 3716/5632 [21:02<09:54,  3.22it/s]
epoch 0 loss 0.25407:  66%|██████▌   | 3716/5632 [21:03<09:54,  3.22it/s]
epoch 0 loss 0.25407:  66%|██████▌   | 3717/5632 [21:03<09:53,  3.22it/s]
epoch 0 loss 0.25409:  66%|██████▌   | 3717/5632 [21:03<09:53,  3.22it/s]
epoch 0 loss 0.25409:  66%|██████▌   | 3718/5632 [21:03<09:53,  3.23it/s]
epoch 0 loss 0.25403:  66%|██████▌   | 3718/5632 [21:03<09:53,  3.23it/s]
epoch 0 loss 0.25403:  66%|██████▌   | 3719/5632 [21:03<09:52,  3.23it/s]
epoch 0 loss 0.25399:  66%|██████▌   | 3719/5632 [21:04<09:52,  3.23it/s]
epoch 0 loss 0.25399:  66%|██████▌   | 3720/5632 [21:04<09:52,  3.23it/s]
epoch 0 loss 0.25392:  66%|██████▌   | 3720/5632 [21:04<09:52,  3.23it/s]
epoch 0 loss 0.25392:  66%|██████▌   | 3721/5632 [21:04<09:51,  3.23it/s]
epoch 0 loss 0.25392:  66%|██████▌   | 3721/5632 [21:04<09:51,  3.23it/s]
epoch 0 loss 0.25392:  66%|██████▌   | 3722/5632 [21:04<09:51,  3.23it/s]
epoch 0 loss 0.25388:  66%|██████▌   | 3722/5632 [21:04<09:51,  3.23it/s]
epoch 0 loss 0.25388:  66%|██████▌   | 3723/5632 [21:04<09:50,  3.23it/s]
epoch 0 loss 0.25382:  66%|██████▌   | 3723/5632 [21:05<09:50,  3.23it/s]
epoch 0 loss 0.25382:  66%|██████▌   | 3724/5632 [21:05<09:49,  3.23it/s]
epoch 0 loss 0.25375:  66%|██████▌   | 3724/5632 [21:05<09:49,  3.23it/s]
epoch 0 loss 0.25375:  66%|██████▌   | 3725/5632 [21:05<09:49,  3.23it/s]
epoch 0 loss 0.25371:  66%|██████▌   | 3725/5632 [21:05<09:49,  3.23it/s]
epoch 0 loss 0.25371:  66%|██████▌   | 3726/5632 [21:05<09:49,  3.23it/s]
epoch 0 loss 0.25364:  66%|██████▌   | 3726/5632 [21:06<09:49,  3.23it/s]
epoch 0 loss 0.25364:  66%|██████▌   | 3727/5632 [21:06<09:48,  3.23it/s]
epoch 0 loss 0.25358:  66%|██████▌   | 3727/5632 [21:07<09:48,  3.23it/s]
epoch 0 loss 0.25358:  66%|██████▌   | 3728/5632 [21:07<20:40,  1.53it/s]
epoch 0 loss 0.25366:  66%|██████▌   | 3728/5632 [21:07<20:40,  1.53it/s]
epoch 0 loss 0.25366:  66%|██████▌   | 3729/5632 [21:07<17:25,  1.82it/s]
epoch 0 loss 0.25366:  66%|██████▌   | 3729/5632 [21:08<17:25,  1.82it/s]
epoch 0 loss 0.25366:  66%|██████▌   | 3730/5632 [21:08<15:06,  2.10it/s]
epoch 0 loss 0.2536:  66%|██████▌   | 3730/5632 [21:08<15:06,  2.10it/s] 
epoch 0 loss 0.2536:  66%|██████▌   | 3731/5632 [21:08<13:30,  2.35it/s]
epoch 0 loss 0.25357:  66%|██████▌   | 3731/5632 [21:08<13:30,  2.35it/s]
epoch 0 loss 0.25357:  66%|██████▋   | 3732/5632 [21:08<12:23,  2.56it/s]
epoch 0 loss 0.2535:  66%|██████▋   | 3732/5632 [21:09<12:23,  2.56it/s] 
epoch 0 loss 0.2535:  66%|██████▋   | 3733/5632 [21:09<11:35,  2.73it/s]
epoch 0 loss 0.25347:  66%|██████▋   | 3733/5632 [21:09<11:35,  2.73it/s]
epoch 0 loss 0.25347:  66%|██████▋   | 3734/5632 [21:09<11:03,  2.86it/s]
epoch 0 loss 0.25341:  66%|██████▋   | 3734/5632 [21:09<11:03,  2.86it/s]
epoch 0 loss 0.25341:  66%|██████▋   | 3735/5632 [21:09<10:39,  2.97it/s]
epoch 0 loss 0.25334:  66%|██████▋   | 3735/5632 [21:10<10:39,  2.97it/s]
epoch 0 loss 0.25334:  66%|██████▋   | 3736/5632 [21:10<10:23,  3.04it/s]
epoch 0 loss 0.25328:  66%|██████▋   | 3736/5632 [21:10<10:23,  3.04it/s]
epoch 0 loss 0.25328:  66%|██████▋   | 3737/5632 [21:10<10:12,  3.09it/s]
epoch 0 loss 0.25322:  66%|██████▋   | 3737/5632 [21:10<10:12,  3.09it/s]
epoch 0 loss 0.25322:  66%|██████▋   | 3738/5632 [21:10<10:03,  3.14it/s]
epoch 0 loss 0.2532:  66%|██████▋   | 3738/5632 [21:11<10:03,  3.14it/s] 
epoch 0 loss 0.2532:  66%|██████▋   | 3739/5632 [21:11<09:58,  3.17it/s]
epoch 0 loss 0.25314:  66%|██████▋   | 3739/5632 [21:11<09:58,  3.17it/s]
epoch 0 loss 0.25314:  66%|██████▋   | 3740/5632 [21:11<09:54,  3.18it/s]
epoch 0 loss 0.25314:  66%|██████▋   | 3740/5632 [21:11<09:54,  3.18it/s]
epoch 0 loss 0.25314:  66%|██████▋   | 3741/5632 [21:11<09:51,  3.20it/s]
epoch 0 loss 0.25308:  66%|██████▋   | 3741/5632 [21:12<09:51,  3.20it/s]
epoch 0 loss 0.25308:  66%|██████▋   | 3742/5632 [21:12<09:48,  3.21it/s]
epoch 0 loss 0.25305:  66%|██████▋   | 3742/5632 [21:12<09:48,  3.21it/s]
epoch 0 loss 0.25305:  66%|██████▋   | 3743/5632 [21:12<09:47,  3.22it/s]
epoch 0 loss 0.25298:  66%|██████▋   | 3743/5632 [21:12<09:47,  3.22it/s]
epoch 0 loss 0.25298:  66%|██████▋   | 3744/5632 [21:12<09:46,  3.22it/s]
epoch 0 loss 0.25308:  66%|██████▋   | 3744/5632 [21:12<09:46,  3.22it/s]
epoch 0 loss 0.25308:  66%|██████▋   | 3745/5632 [21:12<09:45,  3.23it/s]
epoch 0 loss 0.25304:  66%|██████▋   | 3745/5632 [21:13<09:45,  3.23it/s]
epoch 0 loss 0.25304:  67%|██████▋   | 3746/5632 [21:13<09:44,  3.23it/s]
epoch 0 loss 0.25307:  67%|██████▋   | 3746/5632 [21:13<09:44,  3.23it/s]
epoch 0 loss 0.25307:  67%|██████▋   | 3747/5632 [21:13<09:43,  3.23it/s]
epoch 0 loss 0.253:  67%|██████▋   | 3747/5632 [21:13<09:43,  3.23it/s]  
epoch 0 loss 0.253:  67%|██████▋   | 3748/5632 [21:13<09:43,  3.23it/s]
epoch 0 loss 0.25311:  67%|██████▋   | 3748/5632 [21:14<09:43,  3.23it/s]
epoch 0 loss 0.25311:  67%|██████▋   | 3749/5632 [21:14<09:43,  3.23it/s]
epoch 0 loss 0.25305:  67%|██████▋   | 3749/5632 [21:14<09:43,  3.23it/s]
epoch 0 loss 0.25305:  67%|██████▋   | 3750/5632 [21:14<09:42,  3.23it/s]
epoch 0 loss 0.25298:  67%|██████▋   | 3750/5632 [21:14<09:42,  3.23it/s]
epoch 0 loss 0.25298:  67%|██████▋   | 3751/5632 [21:14<09:41,  3.23it/s]
epoch 0 loss 0.25292:  67%|██████▋   | 3751/5632 [21:15<09:41,  3.23it/s]
epoch 0 loss 0.25292:  67%|██████▋   | 3752/5632 [21:15<09:41,  3.23it/s]
epoch 0 loss 0.25297:  67%|██████▋   | 3752/5632 [21:15<09:41,  3.23it/s]
epoch 0 loss 0.25297:  67%|██████▋   | 3753/5632 [21:15<09:41,  3.23it/s]
epoch 0 loss 0.253:  67%|██████▋   | 3753/5632 [21:15<09:41,  3.23it/s]  
epoch 0 loss 0.253:  67%|██████▋   | 3754/5632 [21:15<09:41,  3.23it/s]
epoch 0 loss 0.25294:  67%|██████▋   | 3754/5632 [21:16<09:41,  3.23it/s]
epoch 0 loss 0.25294:  67%|██████▋   | 3755/5632 [21:16<09:41,  3.23it/s]
epoch 0 loss 0.25291:  67%|██████▋   | 3755/5632 [21:16<09:41,  3.23it/s]
epoch 0 loss 0.25291:  67%|██████▋   | 3756/5632 [21:16<09:41,  3.23it/s]
epoch 0 loss 0.25285:  67%|██████▋   | 3756/5632 [21:16<09:41,  3.23it/s]
epoch 0 loss 0.25285:  67%|██████▋   | 3757/5632 [21:16<09:40,  3.23it/s]
epoch 0 loss 0.25279:  67%|██████▋   | 3757/5632 [21:16<09:40,  3.23it/s]
epoch 0 loss 0.25279:  67%|██████▋   | 3758/5632 [21:16<09:39,  3.23it/s]
epoch 0 loss 0.25272:  67%|██████▋   | 3758/5632 [21:17<09:39,  3.23it/s]
epoch 0 loss 0.25272:  67%|██████▋   | 3759/5632 [21:17<09:39,  3.23it/s]
epoch 0 loss 0.25266:  67%|██████▋   | 3759/5632 [21:17<09:39,  3.23it/s]
epoch 0 loss 0.25266:  67%|██████▋   | 3760/5632 [21:17<09:40,  3.23it/s]
epoch 0 loss 0.2526:  67%|██████▋   | 3760/5632 [21:17<09:40,  3.23it/s] 
epoch 0 loss 0.2526:  67%|██████▋   | 3761/5632 [21:17<09:39,  3.23it/s]
epoch 0 loss 0.25255:  67%|██████▋   | 3761/5632 [21:18<09:39,  3.23it/s]
epoch 0 loss 0.25255:  67%|██████▋   | 3762/5632 [21:18<09:39,  3.23it/s]
epoch 0 loss 0.25248:  67%|██████▋   | 3762/5632 [21:18<09:39,  3.23it/s]
epoch 0 loss 0.25248:  67%|██████▋   | 3763/5632 [21:18<09:38,  3.23it/s]
epoch 0 loss 0.25242:  67%|██████▋   | 3763/5632 [21:18<09:38,  3.23it/s]
epoch 0 loss 0.25242:  67%|██████▋   | 3764/5632 [21:18<09:37,  3.23it/s]
epoch 0 loss 0.25235:  67%|██████▋   | 3764/5632 [21:19<09:37,  3.23it/s]
epoch 0 loss 0.25235:  67%|██████▋   | 3765/5632 [21:19<09:38,  3.23it/s]
epoch 0 loss 0.25234:  67%|██████▋   | 3765/5632 [21:19<09:38,  3.23it/s]
epoch 0 loss 0.25234:  67%|██████▋   | 3766/5632 [21:19<09:37,  3.23it/s]
epoch 0 loss 0.25228:  67%|██████▋   | 3766/5632 [21:19<09:37,  3.23it/s]
epoch 0 loss 0.25228:  67%|██████▋   | 3767/5632 [21:19<09:36,  3.23it/s]
epoch 0 loss 0.25223:  67%|██████▋   | 3767/5632 [21:20<09:36,  3.23it/s]
epoch 0 loss 0.25223:  67%|██████▋   | 3768/5632 [21:20<09:36,  3.23it/s]
epoch 0 loss 0.25217:  67%|██████▋   | 3768/5632 [21:20<09:36,  3.23it/s]
epoch 0 loss 0.25217:  67%|██████▋   | 3769/5632 [21:20<09:35,  3.24it/s]
epoch 0 loss 0.25211:  67%|██████▋   | 3769/5632 [21:20<09:35,  3.24it/s]
epoch 0 loss 0.25211:  67%|██████▋   | 3770/5632 [21:20<09:35,  3.23it/s]
epoch 0 loss 0.25205:  67%|██████▋   | 3770/5632 [21:20<09:35,  3.23it/s]
epoch 0 loss 0.25205:  67%|██████▋   | 3771/5632 [21:20<09:35,  3.24it/s]
epoch 0 loss 0.25198:  67%|██████▋   | 3771/5632 [21:21<09:35,  3.24it/s]
epoch 0 loss 0.25198:  67%|██████▋   | 3772/5632 [21:21<09:35,  3.23it/s]
epoch 0 loss 0.2521:  67%|██████▋   | 3772/5632 [21:21<09:35,  3.23it/s] 
epoch 0 loss 0.2521:  67%|██████▋   | 3773/5632 [21:21<09:34,  3.24it/s]
epoch 0 loss 0.25205:  67%|██████▋   | 3773/5632 [21:23<09:34,  3.24it/s]
epoch 0 loss 0.25205:  67%|██████▋   | 3774/5632 [21:23<21:21,  1.45it/s]
epoch 0 loss 0.25198:  67%|██████▋   | 3774/5632 [21:23<21:21,  1.45it/s]
epoch 0 loss 0.25198:  67%|██████▋   | 3775/5632 [21:23<17:48,  1.74it/s]
epoch 0 loss 0.25192:  67%|██████▋   | 3775/5632 [21:23<17:48,  1.74it/s]
epoch 0 loss 0.25192:  67%|██████▋   | 3776/5632 [21:23<15:20,  2.02it/s]
epoch 0 loss 0.25185:  67%|██████▋   | 3776/5632 [21:24<15:20,  2.02it/s]
epoch 0 loss 0.25185:  67%|██████▋   | 3777/5632 [21:24<13:36,  2.27it/s]
epoch 0 loss 0.25179:  67%|██████▋   | 3777/5632 [21:24<13:36,  2.27it/s]
epoch 0 loss 0.25179:  67%|██████▋   | 3778/5632 [21:24<12:23,  2.49it/s]
epoch 0 loss 0.25173:  67%|██████▋   | 3778/5632 [21:24<12:23,  2.49it/s]
epoch 0 loss 0.25173:  67%|██████▋   | 3779/5632 [21:24<11:31,  2.68it/s]
epoch 0 loss 0.25168:  67%|██████▋   | 3779/5632 [21:25<11:31,  2.68it/s]
epoch 0 loss 0.25168:  67%|██████▋   | 3780/5632 [21:25<10:55,  2.83it/s]
epoch 0 loss 0.25161:  67%|██████▋   | 3780/5632 [21:25<10:55,  2.83it/s]
epoch 0 loss 0.25161:  67%|██████▋   | 3781/5632 [21:25<10:30,  2.94it/s]
epoch 0 loss 0.25155:  67%|██████▋   | 3781/5632 [21:25<10:30,  2.94it/s]
epoch 0 loss 0.25155:  67%|██████▋   | 3782/5632 [21:25<10:12,  3.02it/s]
epoch 0 loss 0.25149:  67%|██████▋   | 3782/5632 [21:25<10:12,  3.02it/s]
epoch 0 loss 0.25149:  67%|██████▋   | 3783/5632 [21:25<09:59,  3.08it/s]
epoch 0 loss 0.25142:  67%|██████▋   | 3783/5632 [21:26<09:59,  3.08it/s]
epoch 0 loss 0.25142:  67%|██████▋   | 3784/5632 [21:26<09:51,  3.12it/s]
epoch 0 loss 0.25136:  67%|██████▋   | 3784/5632 [21:26<09:51,  3.12it/s]
epoch 0 loss 0.25136:  67%|██████▋   | 3785/5632 [21:26<09:44,  3.16it/s]
epoch 0 loss 0.2513:  67%|██████▋   | 3785/5632 [21:26<09:44,  3.16it/s] 
epoch 0 loss 0.2513:  67%|██████▋   | 3786/5632 [21:26<09:40,  3.18it/s]
epoch 0 loss 0.25126:  67%|██████▋   | 3786/5632 [21:27<09:40,  3.18it/s]
epoch 0 loss 0.25126:  67%|██████▋   | 3787/5632 [21:27<09:36,  3.20it/s]
epoch 0 loss 0.2512:  67%|██████▋   | 3787/5632 [21:27<09:36,  3.20it/s] 
epoch 0 loss 0.2512:  67%|██████▋   | 3788/5632 [21:27<09:34,  3.21it/s]
epoch 0 loss 0.25114:  67%|██████▋   | 3788/5632 [21:27<09:34,  3.21it/s]
epoch 0 loss 0.25114:  67%|██████▋   | 3789/5632 [21:27<09:32,  3.22it/s]
epoch 0 loss 0.25107:  67%|██████▋   | 3789/5632 [21:28<09:32,  3.22it/s]
epoch 0 loss 0.25107:  67%|██████▋   | 3790/5632 [21:28<09:31,  3.22it/s]
epoch 0 loss 0.25102:  67%|██████▋   | 3790/5632 [21:28<09:31,  3.22it/s]
epoch 0 loss 0.25102:  67%|██████▋   | 3791/5632 [21:28<09:30,  3.23it/s]
epoch 0 loss 0.25106:  67%|██████▋   | 3791/5632 [21:28<09:30,  3.23it/s]
epoch 0 loss 0.25106:  67%|██████▋   | 3792/5632 [21:28<09:30,  3.23it/s]
epoch 0 loss 0.25102:  67%|██████▋   | 3792/5632 [21:29<09:30,  3.23it/s]
epoch 0 loss 0.25102:  67%|██████▋   | 3793/5632 [21:29<09:30,  3.23it/s]
epoch 0 loss 0.25098:  67%|██████▋   | 3793/5632 [21:29<09:30,  3.23it/s]
epoch 0 loss 0.25098:  67%|██████▋   | 3794/5632 [21:29<09:29,  3.23it/s]
epoch 0 loss 0.25101:  67%|██████▋   | 3794/5632 [21:29<09:29,  3.23it/s]
epoch 0 loss 0.25101:  67%|██████▋   | 3795/5632 [21:29<09:29,  3.23it/s]
epoch 0 loss 0.25095:  67%|██████▋   | 3795/5632 [21:29<09:29,  3.23it/s]
epoch 0 loss 0.25095:  67%|██████▋   | 3796/5632 [21:29<09:29,  3.23it/s]
epoch 0 loss 0.25101:  67%|██████▋   | 3796/5632 [21:30<09:29,  3.23it/s]
epoch 0 loss 0.25101:  67%|██████▋   | 3797/5632 [21:30<09:28,  3.23it/s]
epoch 0 loss 0.25099:  67%|██████▋   | 3797/5632 [21:30<09:28,  3.23it/s]
epoch 0 loss 0.25099:  67%|██████▋   | 3798/5632 [21:30<09:28,  3.23it/s]
epoch 0 loss 0.25092:  67%|██████▋   | 3798/5632 [21:30<09:28,  3.23it/s]
epoch 0 loss 0.25092:  67%|██████▋   | 3799/5632 [21:30<09:26,  3.24it/s]
epoch 0 loss 0.25086:  67%|██████▋   | 3799/5632 [21:31<09:26,  3.24it/s]
epoch 0 loss 0.25086:  67%|██████▋   | 3800/5632 [21:31<09:25,  3.24it/s]
epoch 0 loss 0.25087:  67%|██████▋   | 3800/5632 [21:31<09:25,  3.24it/s]
epoch 0 loss 0.25087:  67%|██████▋   | 3801/5632 [21:31<09:26,  3.23it/s]
epoch 0 loss 0.25083:  67%|██████▋   | 3801/5632 [21:31<09:26,  3.23it/s]
epoch 0 loss 0.25083:  68%|██████▊   | 3802/5632 [21:31<09:25,  3.24it/s]
epoch 0 loss 0.25077:  68%|██████▊   | 3802/5632 [21:32<09:25,  3.24it/s]
epoch 0 loss 0.25077:  68%|██████▊   | 3803/5632 [21:32<09:25,  3.23it/s]
epoch 0 loss 0.2507:  68%|██████▊   | 3803/5632 [21:32<09:25,  3.23it/s] 
epoch 0 loss 0.2507:  68%|██████▊   | 3804/5632 [21:32<09:25,  3.23it/s]
epoch 0 loss 0.25064:  68%|██████▊   | 3804/5632 [21:32<09:25,  3.23it/s]
epoch 0 loss 0.25064:  68%|██████▊   | 3805/5632 [21:32<09:25,  3.23it/s]
epoch 0 loss 0.25065:  68%|██████▊   | 3805/5632 [21:33<09:25,  3.23it/s]
epoch 0 loss 0.25065:  68%|██████▊   | 3806/5632 [21:33<09:26,  3.22it/s]
epoch 0 loss 0.25059:  68%|██████▊   | 3806/5632 [21:33<09:26,  3.22it/s]
epoch 0 loss 0.25059:  68%|██████▊   | 3807/5632 [21:33<09:25,  3.23it/s]
epoch 0 loss 0.25053:  68%|██████▊   | 3807/5632 [21:33<09:25,  3.23it/s]
epoch 0 loss 0.25053:  68%|██████▊   | 3808/5632 [21:33<09:24,  3.23it/s]
epoch 0 loss 0.25046:  68%|██████▊   | 3808/5632 [21:34<09:24,  3.23it/s]
epoch 0 loss 0.25046:  68%|██████▊   | 3809/5632 [21:34<09:27,  3.21it/s]
epoch 0 loss 0.2504:  68%|██████▊   | 3809/5632 [21:34<09:27,  3.21it/s] 
epoch 0 loss 0.2504:  68%|██████▊   | 3810/5632 [21:34<09:25,  3.22it/s]
epoch 0 loss 0.25036:  68%|██████▊   | 3810/5632 [21:34<09:25,  3.22it/s]
epoch 0 loss 0.25036:  68%|██████▊   | 3811/5632 [21:34<09:26,  3.22it/s]
epoch 0 loss 0.2503:  68%|██████▊   | 3811/5632 [21:34<09:26,  3.22it/s] 
epoch 0 loss 0.2503:  68%|██████▊   | 3812/5632 [21:34<09:29,  3.19it/s]
epoch 0 loss 0.25024:  68%|██████▊   | 3812/5632 [21:35<09:29,  3.19it/s]
epoch 0 loss 0.25024:  68%|██████▊   | 3813/5632 [21:35<09:27,  3.21it/s]
epoch 0 loss 0.25027:  68%|██████▊   | 3813/5632 [21:35<09:27,  3.21it/s]
epoch 0 loss 0.25027:  68%|██████▊   | 3814/5632 [21:35<09:25,  3.22it/s]
epoch 0 loss 0.25023:  68%|██████▊   | 3814/5632 [21:35<09:25,  3.22it/s]
epoch 0 loss 0.25023:  68%|██████▊   | 3815/5632 [21:35<09:34,  3.16it/s]
epoch 0 loss 0.25017:  68%|██████▊   | 3815/5632 [21:36<09:34,  3.16it/s]
epoch 0 loss 0.25017:  68%|██████▊   | 3816/5632 [21:36<09:35,  3.16it/s]
epoch 0 loss 0.25011:  68%|██████▊   | 3816/5632 [21:36<09:35,  3.16it/s]
epoch 0 loss 0.25011:  68%|██████▊   | 3817/5632 [21:36<09:37,  3.14it/s]
epoch 0 loss 0.25004:  68%|██████▊   | 3817/5632 [21:36<09:37,  3.14it/s]
epoch 0 loss 0.25004:  68%|██████▊   | 3818/5632 [21:36<09:31,  3.17it/s]
epoch 0 loss 0.24998:  68%|██████▊   | 3818/5632 [21:38<09:31,  3.17it/s]
epoch 0 loss 0.24998:  68%|██████▊   | 3819/5632 [21:38<18:14,  1.66it/s]
epoch 0 loss 0.24992:  68%|██████▊   | 3819/5632 [21:38<18:14,  1.66it/s]
epoch 0 loss 0.24992:  68%|██████▊   | 3820/5632 [21:38<15:40,  1.93it/s]
epoch 0 loss 0.24985:  68%|██████▊   | 3820/5632 [21:38<15:40,  1.93it/s]
epoch 0 loss 0.24985:  68%|██████▊   | 3821/5632 [21:38<13:49,  2.18it/s]
epoch 0 loss 0.24979:  68%|██████▊   | 3821/5632 [21:39<13:49,  2.18it/s]
epoch 0 loss 0.24979:  68%|██████▊   | 3822/5632 [21:39<12:29,  2.42it/s]
epoch 0 loss 0.24973:  68%|██████▊   | 3822/5632 [21:39<12:29,  2.42it/s]
epoch 0 loss 0.24973:  68%|██████▊   | 3823/5632 [21:39<11:31,  2.61it/s]
epoch 0 loss 0.24967:  68%|██████▊   | 3823/5632 [21:39<11:31,  2.61it/s]
epoch 0 loss 0.24967:  68%|██████▊   | 3824/5632 [21:39<10:58,  2.75it/s]
epoch 0 loss 0.2496:  68%|██████▊   | 3824/5632 [21:40<10:58,  2.75it/s] 
epoch 0 loss 0.2496:  68%|██████▊   | 3825/5632 [21:40<10:28,  2.87it/s]
epoch 0 loss 0.24957:  68%|██████▊   | 3825/5632 [21:40<10:28,  2.87it/s]
epoch 0 loss 0.24957:  68%|██████▊   | 3826/5632 [21:40<10:05,  2.98it/s]
epoch 0 loss 0.24951:  68%|██████▊   | 3826/5632 [21:40<10:05,  2.98it/s]
epoch 0 loss 0.24951:  68%|██████▊   | 3827/5632 [21:40<09:51,  3.05it/s]
epoch 0 loss 0.24945:  68%|██████▊   | 3827/5632 [21:40<09:51,  3.05it/s]
epoch 0 loss 0.24945:  68%|██████▊   | 3828/5632 [21:40<09:41,  3.10it/s]
epoch 0 loss 0.24939:  68%|██████▊   | 3828/5632 [21:41<09:41,  3.10it/s]
epoch 0 loss 0.24939:  68%|██████▊   | 3829/5632 [21:41<09:33,  3.14it/s]
epoch 0 loss 0.24933:  68%|██████▊   | 3829/5632 [21:41<09:33,  3.14it/s]
epoch 0 loss 0.24933:  68%|██████▊   | 3830/5632 [21:41<09:28,  3.17it/s]
epoch 0 loss 0.2493:  68%|██████▊   | 3830/5632 [21:41<09:28,  3.17it/s] 
epoch 0 loss 0.2493:  68%|██████▊   | 3831/5632 [21:41<09:28,  3.17it/s]
epoch 0 loss 0.24933:  68%|██████▊   | 3831/5632 [21:42<09:28,  3.17it/s]
epoch 0 loss 0.24933:  68%|██████▊   | 3832/5632 [21:42<09:25,  3.18it/s]
epoch 0 loss 0.24947:  68%|██████▊   | 3832/5632 [21:42<09:25,  3.18it/s]
epoch 0 loss 0.24947:  68%|██████▊   | 3833/5632 [21:42<09:22,  3.20it/s]
epoch 0 loss 0.2494:  68%|██████▊   | 3833/5632 [21:42<09:22,  3.20it/s] 
epoch 0 loss 0.2494:  68%|██████▊   | 3834/5632 [21:42<09:22,  3.20it/s]
epoch 0 loss 0.24934:  68%|██████▊   | 3834/5632 [21:43<09:22,  3.20it/s]
epoch 0 loss 0.24934:  68%|██████▊   | 3835/5632 [21:43<09:20,  3.21it/s]
epoch 0 loss 0.24928:  68%|██████▊   | 3835/5632 [21:43<09:20,  3.21it/s]
epoch 0 loss 0.24928:  68%|██████▊   | 3836/5632 [21:43<09:18,  3.22it/s]
epoch 0 loss 0.24921:  68%|██████▊   | 3836/5632 [21:43<09:18,  3.22it/s]
epoch 0 loss 0.24921:  68%|██████▊   | 3837/5632 [21:43<09:18,  3.21it/s]
epoch 0 loss 0.24915:  68%|██████▊   | 3837/5632 [21:44<09:18,  3.21it/s]
epoch 0 loss 0.24915:  68%|██████▊   | 3838/5632 [21:44<09:15,  3.23it/s]
epoch 0 loss 0.24909:  68%|██████▊   | 3838/5632 [21:44<09:15,  3.23it/s]
epoch 0 loss 0.24909:  68%|██████▊   | 3839/5632 [21:44<09:16,  3.22it/s]
epoch 0 loss 0.24902:  68%|██████▊   | 3839/5632 [21:44<09:16,  3.22it/s]
epoch 0 loss 0.24902:  68%|██████▊   | 3840/5632 [21:44<09:17,  3.22it/s]
epoch 0 loss 0.24896:  68%|██████▊   | 3840/5632 [21:44<09:17,  3.22it/s]
epoch 0 loss 0.24896:  68%|██████▊   | 3841/5632 [21:44<09:15,  3.22it/s]
epoch 0 loss 0.2489:  68%|██████▊   | 3841/5632 [21:45<09:15,  3.22it/s] 
epoch 0 loss 0.2489:  68%|██████▊   | 3842/5632 [21:45<09:14,  3.23it/s]
epoch 0 loss 0.24893:  68%|██████▊   | 3842/5632 [21:45<09:14,  3.23it/s]
epoch 0 loss 0.24893:  68%|██████▊   | 3843/5632 [21:45<09:14,  3.22it/s]
epoch 0 loss 0.24887:  68%|██████▊   | 3843/5632 [21:45<09:14,  3.22it/s]
epoch 0 loss 0.24887:  68%|██████▊   | 3844/5632 [21:45<09:13,  3.23it/s]
epoch 0 loss 0.24881:  68%|██████▊   | 3844/5632 [21:46<09:13,  3.23it/s]
epoch 0 loss 0.24881:  68%|██████▊   | 3845/5632 [21:46<09:12,  3.24it/s]
epoch 0 loss 0.24878:  68%|██████▊   | 3845/5632 [21:46<09:12,  3.24it/s]
epoch 0 loss 0.24878:  68%|██████▊   | 3846/5632 [21:46<09:11,  3.24it/s]
epoch 0 loss 0.24871:  68%|██████▊   | 3846/5632 [21:46<09:11,  3.24it/s]
epoch 0 loss 0.24871:  68%|██████▊   | 3847/5632 [21:46<09:11,  3.24it/s]
epoch 0 loss 0.2487:  68%|██████▊   | 3847/5632 [21:47<09:11,  3.24it/s] 
epoch 0 loss 0.2487:  68%|██████▊   | 3848/5632 [21:47<09:12,  3.23it/s]
epoch 0 loss 0.24865:  68%|██████▊   | 3848/5632 [21:47<09:12,  3.23it/s]
epoch 0 loss 0.24865:  68%|██████▊   | 3849/5632 [21:47<09:12,  3.23it/s]
epoch 0 loss 0.24872:  68%|██████▊   | 3849/5632 [21:47<09:12,  3.23it/s]
epoch 0 loss 0.24872:  68%|██████▊   | 3850/5632 [21:47<09:10,  3.24it/s]
epoch 0 loss 0.24868:  68%|██████▊   | 3850/5632 [21:48<09:10,  3.24it/s]
epoch 0 loss 0.24868:  68%|██████▊   | 3851/5632 [21:48<09:11,  3.23it/s]
epoch 0 loss 0.24869:  68%|██████▊   | 3851/5632 [21:48<09:11,  3.23it/s]
epoch 0 loss 0.24869:  68%|██████▊   | 3852/5632 [21:48<09:14,  3.21it/s]
epoch 0 loss 0.24864:  68%|██████▊   | 3852/5632 [21:48<09:14,  3.21it/s]
epoch 0 loss 0.24864:  68%|██████▊   | 3853/5632 [21:48<09:12,  3.22it/s]
epoch 0 loss 0.24857:  68%|██████▊   | 3853/5632 [21:48<09:12,  3.22it/s]
epoch 0 loss 0.24857:  68%|██████▊   | 3854/5632 [21:49<09:11,  3.23it/s]
epoch 0 loss 0.24852:  68%|██████▊   | 3854/5632 [21:49<09:11,  3.23it/s]
epoch 0 loss 0.24852:  68%|██████▊   | 3855/5632 [21:49<09:11,  3.22it/s]
epoch 0 loss 0.24854:  68%|██████▊   | 3855/5632 [21:49<09:11,  3.22it/s]
epoch 0 loss 0.24854:  68%|██████▊   | 3856/5632 [21:49<09:11,  3.22it/s]
epoch 0 loss 0.24848:  68%|██████▊   | 3856/5632 [21:49<09:11,  3.22it/s]
epoch 0 loss 0.24848:  68%|██████▊   | 3857/5632 [21:49<09:11,  3.22it/s]
epoch 0 loss 0.24842:  68%|██████▊   | 3857/5632 [21:50<09:11,  3.22it/s]
epoch 0 loss 0.24842:  69%|██████▊   | 3858/5632 [21:50<09:10,  3.22it/s]
epoch 0 loss 0.24838:  69%|██████▊   | 3858/5632 [21:50<09:10,  3.22it/s]
epoch 0 loss 0.24838:  69%|██████▊   | 3859/5632 [21:50<09:10,  3.22it/s]
epoch 0 loss 0.24832:  69%|██████▊   | 3859/5632 [21:51<09:10,  3.22it/s]
epoch 0 loss 0.24832:  69%|██████▊   | 3860/5632 [21:51<18:47,  1.57it/s]
epoch 0 loss 0.24835:  69%|██████▊   | 3860/5632 [21:52<18:47,  1.57it/s]
epoch 0 loss 0.24835:  69%|██████▊   | 3861/5632 [21:52<15:56,  1.85it/s]
epoch 0 loss 0.24829:  69%|██████▊   | 3861/5632 [21:52<15:56,  1.85it/s]
epoch 0 loss 0.24829:  69%|██████▊   | 3862/5632 [21:52<13:54,  2.12it/s]
epoch 0 loss 0.24823:  69%|██████▊   | 3862/5632 [21:52<13:54,  2.12it/s]
epoch 0 loss 0.24823:  69%|██████▊   | 3863/5632 [21:52<12:27,  2.37it/s]
epoch 0 loss 0.24817:  69%|██████▊   | 3863/5632 [21:53<12:27,  2.37it/s]
epoch 0 loss 0.24817:  69%|██████▊   | 3864/5632 [21:53<11:27,  2.57it/s]
epoch 0 loss 0.24811:  69%|██████▊   | 3864/5632 [21:53<11:27,  2.57it/s]
epoch 0 loss 0.24811:  69%|██████▊   | 3865/5632 [21:53<10:47,  2.73it/s]
epoch 0 loss 0.24808:  69%|██████▊   | 3865/5632 [21:53<10:47,  2.73it/s]
epoch 0 loss 0.24808:  69%|██████▊   | 3866/5632 [21:53<10:15,  2.87it/s]
epoch 0 loss 0.24805:  69%|██████▊   | 3866/5632 [21:54<10:15,  2.87it/s]
epoch 0 loss 0.24805:  69%|██████▊   | 3867/5632 [21:54<09:54,  2.97it/s]
epoch 0 loss 0.24806:  69%|██████▊   | 3867/5632 [21:54<09:54,  2.97it/s]
epoch 0 loss 0.24806:  69%|██████▊   | 3868/5632 [21:54<09:39,  3.05it/s]
epoch 0 loss 0.248:  69%|██████▊   | 3868/5632 [21:54<09:39,  3.05it/s]  
epoch 0 loss 0.248:  69%|██████▊   | 3869/5632 [21:54<09:28,  3.10it/s]
epoch 0 loss 0.24794:  69%|██████▊   | 3869/5632 [21:55<09:28,  3.10it/s]
epoch 0 loss 0.24794:  69%|██████▊   | 3870/5632 [21:55<09:21,  3.14it/s]
epoch 0 loss 0.24788:  69%|██████▊   | 3870/5632 [21:55<09:21,  3.14it/s]
epoch 0 loss 0.24788:  69%|██████▊   | 3871/5632 [21:55<09:15,  3.17it/s]
epoch 0 loss 0.24782:  69%|██████▊   | 3871/5632 [21:55<09:15,  3.17it/s]
epoch 0 loss 0.24782:  69%|██████▉   | 3872/5632 [21:55<09:12,  3.19it/s]
epoch 0 loss 0.24775:  69%|██████▉   | 3872/5632 [21:55<09:12,  3.19it/s]
epoch 0 loss 0.24775:  69%|██████▉   | 3873/5632 [21:55<09:10,  3.19it/s]
epoch 0 loss 0.24769:  69%|██████▉   | 3873/5632 [21:56<09:10,  3.19it/s]
epoch 0 loss 0.24769:  69%|██████▉   | 3874/5632 [21:56<09:11,  3.19it/s]
epoch 0 loss 0.24763:  69%|██████▉   | 3874/5632 [21:56<09:11,  3.19it/s]
epoch 0 loss 0.24763:  69%|██████▉   | 3875/5632 [21:56<09:17,  3.15it/s]
epoch 0 loss 0.24757:  69%|██████▉   | 3875/5632 [21:56<09:17,  3.15it/s]
epoch 0 loss 0.24757:  69%|██████▉   | 3876/5632 [21:56<09:12,  3.18it/s]
epoch 0 loss 0.24756:  69%|██████▉   | 3876/5632 [21:57<09:12,  3.18it/s]
epoch 0 loss 0.24756:  69%|██████▉   | 3877/5632 [21:57<09:09,  3.19it/s]
epoch 0 loss 0.24749:  69%|██████▉   | 3877/5632 [21:57<09:09,  3.19it/s]
epoch 0 loss 0.24749:  69%|██████▉   | 3878/5632 [21:57<09:11,  3.18it/s]
epoch 0 loss 0.24743:  69%|██████▉   | 3878/5632 [21:57<09:11,  3.18it/s]
epoch 0 loss 0.24743:  69%|██████▉   | 3879/5632 [21:57<09:15,  3.16it/s]
epoch 0 loss 0.24737:  69%|██████▉   | 3879/5632 [21:58<09:15,  3.16it/s]
epoch 0 loss 0.24737:  69%|██████▉   | 3880/5632 [21:58<09:09,  3.19it/s]
epoch 0 loss 0.24734:  69%|██████▉   | 3880/5632 [21:58<09:09,  3.19it/s]
epoch 0 loss 0.24734:  69%|██████▉   | 3881/5632 [21:58<09:07,  3.20it/s]
epoch 0 loss 0.24728:  69%|██████▉   | 3881/5632 [21:58<09:07,  3.20it/s]
epoch 0 loss 0.24728:  69%|██████▉   | 3882/5632 [21:58<09:06,  3.20it/s]
epoch 0 loss 0.24722:  69%|██████▉   | 3882/5632 [21:59<09:06,  3.20it/s]
epoch 0 loss 0.24722:  69%|██████▉   | 3883/5632 [21:59<09:05,  3.21it/s]
epoch 0 loss 0.24716:  69%|██████▉   | 3883/5632 [21:59<09:05,  3.21it/s]
epoch 0 loss 0.24716:  69%|██████▉   | 3884/5632 [21:59<09:05,  3.21it/s]
epoch 0 loss 0.24714:  69%|██████▉   | 3884/5632 [21:59<09:05,  3.21it/s]
epoch 0 loss 0.24714:  69%|██████▉   | 3885/5632 [21:59<09:06,  3.20it/s]
epoch 0 loss 0.24708:  69%|██████▉   | 3885/5632 [22:00<09:06,  3.20it/s]
epoch 0 loss 0.24708:  69%|██████▉   | 3886/5632 [22:00<09:08,  3.18it/s]
epoch 0 loss 0.24702:  69%|██████▉   | 3886/5632 [22:00<09:08,  3.18it/s]
epoch 0 loss 0.24702:  69%|██████▉   | 3887/5632 [22:00<09:03,  3.21it/s]
epoch 0 loss 0.24697:  69%|██████▉   | 3887/5632 [22:00<09:03,  3.21it/s]
epoch 0 loss 0.24697:  69%|██████▉   | 3888/5632 [22:00<09:02,  3.21it/s]
epoch 0 loss 0.24698:  69%|██████▉   | 3888/5632 [22:00<09:02,  3.21it/s]
epoch 0 loss 0.24698:  69%|██████▉   | 3889/5632 [22:00<09:04,  3.20it/s]
epoch 0 loss 0.24692:  69%|██████▉   | 3889/5632 [22:01<09:04,  3.20it/s]
epoch 0 loss 0.24692:  69%|██████▉   | 3890/5632 [22:01<09:06,  3.19it/s]
epoch 0 loss 0.24694:  69%|██████▉   | 3890/5632 [22:01<09:06,  3.19it/s]
epoch 0 loss 0.24694:  69%|██████▉   | 3891/5632 [22:01<09:05,  3.19it/s]
epoch 0 loss 0.24694:  69%|██████▉   | 3891/5632 [22:01<09:05,  3.19it/s]
epoch 0 loss 0.24694:  69%|██████▉   | 3892/5632 [22:01<09:04,  3.20it/s]
epoch 0 loss 0.24688:  69%|██████▉   | 3892/5632 [22:02<09:04,  3.20it/s]
epoch 0 loss 0.24688:  69%|██████▉   | 3893/5632 [22:02<09:03,  3.20it/s]
epoch 0 loss 0.24687:  69%|██████▉   | 3893/5632 [22:02<09:03,  3.20it/s]
epoch 0 loss 0.24687:  69%|██████▉   | 3894/5632 [22:02<09:00,  3.21it/s]
epoch 0 loss 0.24686:  69%|██████▉   | 3894/5632 [22:02<09:00,  3.21it/s]
epoch 0 loss 0.24686:  69%|██████▉   | 3895/5632 [22:02<09:04,  3.19it/s]
epoch 0 loss 0.2468:  69%|██████▉   | 3895/5632 [22:03<09:04,  3.19it/s] 
epoch 0 loss 0.2468:  69%|██████▉   | 3896/5632 [22:03<09:01,  3.20it/s]
epoch 0 loss 0.24674:  69%|██████▉   | 3896/5632 [22:03<09:01,  3.20it/s]
epoch 0 loss 0.24674:  69%|██████▉   | 3897/5632 [22:03<09:00,  3.21it/s]
epoch 0 loss 0.24668:  69%|██████▉   | 3897/5632 [22:03<09:00,  3.21it/s]
epoch 0 loss 0.24668:  69%|██████▉   | 3898/5632 [22:03<08:58,  3.22it/s]
epoch 0 loss 0.24665:  69%|██████▉   | 3898/5632 [22:04<08:58,  3.22it/s]
epoch 0 loss 0.24665:  69%|██████▉   | 3899/5632 [22:04<08:57,  3.23it/s]
epoch 0 loss 0.24664:  69%|██████▉   | 3899/5632 [22:04<08:57,  3.23it/s]
epoch 0 loss 0.24664:  69%|██████▉   | 3900/5632 [22:04<08:56,  3.23it/s]
epoch 0 loss 0.24658:  69%|██████▉   | 3900/5632 [22:04<08:56,  3.23it/s]
epoch 0 loss 0.24658:  69%|██████▉   | 3901/5632 [22:04<08:55,  3.23it/s]
epoch 0 loss 0.24653:  69%|██████▉   | 3901/5632 [22:05<08:55,  3.23it/s]
epoch 0 loss 0.24653:  69%|██████▉   | 3902/5632 [22:05<08:55,  3.23it/s]
epoch 0 loss 0.24647:  69%|██████▉   | 3902/5632 [22:05<08:55,  3.23it/s]
epoch 0 loss 0.24647:  69%|██████▉   | 3903/5632 [22:05<08:54,  3.23it/s]
epoch 0 loss 0.24642:  69%|██████▉   | 3903/5632 [22:05<08:54,  3.23it/s]
epoch 0 loss 0.24642:  69%|██████▉   | 3904/5632 [22:05<08:55,  3.23it/s]
epoch 0 loss 0.24636:  69%|██████▉   | 3904/5632 [22:07<08:55,  3.23it/s]
epoch 0 loss 0.24636:  69%|██████▉   | 3905/5632 [22:07<20:51,  1.38it/s]
epoch 0 loss 0.2463:  69%|██████▉   | 3905/5632 [22:07<20:51,  1.38it/s] 
epoch 0 loss 0.2463:  69%|██████▉   | 3906/5632 [22:07<17:15,  1.67it/s]
epoch 0 loss 0.24624:  69%|██████▉   | 3906/5632 [22:07<17:15,  1.67it/s]
epoch 0 loss 0.24624:  69%|██████▉   | 3907/5632 [22:07<14:44,  1.95it/s]
epoch 0 loss 0.24619:  69%|██████▉   | 3907/5632 [22:08<14:44,  1.95it/s]
epoch 0 loss 0.24619:  69%|██████▉   | 3908/5632 [22:08<12:58,  2.21it/s]
epoch 0 loss 0.24625:  69%|██████▉   | 3908/5632 [22:08<12:58,  2.21it/s]
epoch 0 loss 0.24625:  69%|██████▉   | 3909/5632 [22:08<11:44,  2.44it/s]
epoch 0 loss 0.24619:  69%|██████▉   | 3909/5632 [22:08<11:44,  2.44it/s]
epoch 0 loss 0.24619:  69%|██████▉   | 3910/5632 [22:08<10:53,  2.64it/s]
epoch 0 loss 0.24612:  69%|██████▉   | 3910/5632 [22:09<10:53,  2.64it/s]
epoch 0 loss 0.24612:  69%|██████▉   | 3911/5632 [22:09<10:16,  2.79it/s]
epoch 0 loss 0.24606:  69%|██████▉   | 3911/5632 [22:09<10:16,  2.79it/s]
epoch 0 loss 0.24606:  69%|██████▉   | 3912/5632 [22:09<09:50,  2.91it/s]
epoch 0 loss 0.24601:  69%|██████▉   | 3912/5632 [22:09<09:50,  2.91it/s]
epoch 0 loss 0.24601:  69%|██████▉   | 3913/5632 [22:09<09:32,  3.00it/s]
epoch 0 loss 0.24595:  69%|██████▉   | 3913/5632 [22:10<09:32,  3.00it/s]
epoch 0 loss 0.24595:  69%|██████▉   | 3914/5632 [22:10<09:20,  3.07it/s]
epoch 0 loss 0.24589:  69%|██████▉   | 3914/5632 [22:10<09:20,  3.07it/s]
epoch 0 loss 0.24589:  70%|██████▉   | 3915/5632 [22:10<09:10,  3.12it/s]
epoch 0 loss 0.24583:  70%|██████▉   | 3915/5632 [22:10<09:10,  3.12it/s]
epoch 0 loss 0.24583:  70%|██████▉   | 3916/5632 [22:10<09:03,  3.15it/s]
epoch 0 loss 0.24577:  70%|██████▉   | 3916/5632 [22:11<09:03,  3.15it/s]
epoch 0 loss 0.24577:  70%|██████▉   | 3917/5632 [22:11<08:59,  3.18it/s]
epoch 0 loss 0.24571:  70%|██████▉   | 3917/5632 [22:11<08:59,  3.18it/s]
epoch 0 loss 0.24571:  70%|██████▉   | 3918/5632 [22:11<08:56,  3.20it/s]
epoch 0 loss 0.24569:  70%|██████▉   | 3918/5632 [22:11<08:56,  3.20it/s]
epoch 0 loss 0.24569:  70%|██████▉   | 3919/5632 [22:11<08:54,  3.21it/s]
epoch 0 loss 0.24563:  70%|██████▉   | 3919/5632 [22:11<08:54,  3.21it/s]
epoch 0 loss 0.24563:  70%|██████▉   | 3920/5632 [22:11<08:53,  3.21it/s]
epoch 0 loss 0.24557:  70%|██████▉   | 3920/5632 [22:12<08:53,  3.21it/s]
epoch 0 loss 0.24557:  70%|██████▉   | 3921/5632 [22:12<08:51,  3.22it/s]
epoch 0 loss 0.24558:  70%|██████▉   | 3921/5632 [22:12<08:51,  3.22it/s]
epoch 0 loss 0.24558:  70%|██████▉   | 3922/5632 [22:12<08:50,  3.22it/s]
epoch 0 loss 0.24552:  70%|██████▉   | 3922/5632 [22:12<08:50,  3.22it/s]
epoch 0 loss 0.24552:  70%|██████▉   | 3923/5632 [22:12<08:50,  3.22it/s]
epoch 0 loss 0.24546:  70%|██████▉   | 3923/5632 [22:13<08:50,  3.22it/s]
epoch 0 loss 0.24546:  70%|██████▉   | 3924/5632 [22:13<08:49,  3.22it/s]
epoch 0 loss 0.2454:  70%|██████▉   | 3924/5632 [22:13<08:49,  3.22it/s] 
epoch 0 loss 0.2454:  70%|██████▉   | 3925/5632 [22:13<08:49,  3.23it/s]
epoch 0 loss 0.24534:  70%|██████▉   | 3925/5632 [22:13<08:49,  3.23it/s]
epoch 0 loss 0.24534:  70%|██████▉   | 3926/5632 [22:13<08:48,  3.23it/s]
epoch 0 loss 0.24528:  70%|██████▉   | 3926/5632 [22:14<08:48,  3.23it/s]
epoch 0 loss 0.24528:  70%|██████▉   | 3927/5632 [22:14<08:47,  3.23it/s]
epoch 0 loss 0.24522:  70%|██████▉   | 3927/5632 [22:14<08:47,  3.23it/s]
epoch 0 loss 0.24522:  70%|██████▉   | 3928/5632 [22:14<08:47,  3.23it/s]
epoch 0 loss 0.24516:  70%|██████▉   | 3928/5632 [22:14<08:47,  3.23it/s]
epoch 0 loss 0.24516:  70%|██████▉   | 3929/5632 [22:14<08:46,  3.23it/s]
epoch 0 loss 0.2451:  70%|██████▉   | 3929/5632 [22:15<08:46,  3.23it/s] 
epoch 0 loss 0.2451:  70%|██████▉   | 3930/5632 [22:15<08:46,  3.24it/s]
epoch 0 loss 0.24504:  70%|██████▉   | 3930/5632 [22:15<08:46,  3.24it/s]
epoch 0 loss 0.24504:  70%|██████▉   | 3931/5632 [22:15<08:45,  3.24it/s]
epoch 0 loss 0.24504:  70%|██████▉   | 3931/5632 [22:15<08:45,  3.24it/s]
epoch 0 loss 0.24504:  70%|██████▉   | 3932/5632 [22:15<08:45,  3.24it/s]
epoch 0 loss 0.24498:  70%|██████▉   | 3932/5632 [22:15<08:45,  3.24it/s]
epoch 0 loss 0.24498:  70%|██████▉   | 3933/5632 [22:16<08:45,  3.24it/s]
epoch 0 loss 0.24492:  70%|██████▉   | 3933/5632 [22:16<08:45,  3.24it/s]
epoch 0 loss 0.24492:  70%|██████▉   | 3934/5632 [22:16<08:44,  3.23it/s]
epoch 0 loss 0.24487:  70%|██████▉   | 3934/5632 [22:16<08:44,  3.23it/s]
epoch 0 loss 0.24487:  70%|██████▉   | 3935/5632 [22:16<08:43,  3.24it/s]
epoch 0 loss 0.24488:  70%|██████▉   | 3935/5632 [22:16<08:43,  3.24it/s]
epoch 0 loss 0.24488:  70%|██████▉   | 3936/5632 [22:16<08:44,  3.24it/s]
epoch 0 loss 0.24483:  70%|██████▉   | 3936/5632 [22:17<08:44,  3.24it/s]
epoch 0 loss 0.24483:  70%|██████▉   | 3937/5632 [22:17<08:42,  3.24it/s]
epoch 0 loss 0.24482:  70%|██████▉   | 3937/5632 [22:17<08:42,  3.24it/s]
epoch 0 loss 0.24482:  70%|██████▉   | 3938/5632 [22:17<08:43,  3.24it/s]
epoch 0 loss 0.24476:  70%|██████▉   | 3938/5632 [22:17<08:43,  3.24it/s]
epoch 0 loss 0.24476:  70%|██████▉   | 3939/5632 [22:17<08:42,  3.24it/s]
epoch 0 loss 0.2447:  70%|██████▉   | 3939/5632 [22:18<08:42,  3.24it/s] 
epoch 0 loss 0.2447:  70%|██████▉   | 3940/5632 [22:18<08:41,  3.24it/s]
epoch 0 loss 0.24464:  70%|██████▉   | 3940/5632 [22:18<08:41,  3.24it/s]
epoch 0 loss 0.24464:  70%|██████▉   | 3941/5632 [22:18<08:41,  3.24it/s]
epoch 0 loss 0.24467:  70%|██████▉   | 3941/5632 [22:18<08:41,  3.24it/s]
epoch 0 loss 0.24467:  70%|██████▉   | 3942/5632 [22:18<08:41,  3.24it/s]
epoch 0 loss 0.24461:  70%|██████▉   | 3942/5632 [22:19<08:41,  3.24it/s]
epoch 0 loss 0.24461:  70%|███████   | 3943/5632 [22:19<08:41,  3.24it/s]
epoch 0 loss 0.24455:  70%|███████   | 3943/5632 [22:19<08:41,  3.24it/s]
epoch 0 loss 0.24455:  70%|███████   | 3944/5632 [22:19<08:41,  3.24it/s]
epoch 0 loss 0.24449:  70%|███████   | 3944/5632 [22:19<08:41,  3.24it/s]
epoch 0 loss 0.24449:  70%|███████   | 3945/5632 [22:19<08:40,  3.24it/s]
epoch 0 loss 0.24443:  70%|███████   | 3945/5632 [22:20<08:40,  3.24it/s]
epoch 0 loss 0.24443:  70%|███████   | 3946/5632 [22:20<08:40,  3.24it/s]
epoch 0 loss 0.24436:  70%|███████   | 3946/5632 [22:20<08:40,  3.24it/s]
epoch 0 loss 0.24436:  70%|███████   | 3947/5632 [22:20<08:40,  3.24it/s]
epoch 0 loss 0.2443:  70%|███████   | 3947/5632 [22:20<08:40,  3.24it/s] 
epoch 0 loss 0.2443:  70%|███████   | 3948/5632 [22:20<08:39,  3.24it/s]
epoch 0 loss 0.24424:  70%|███████   | 3948/5632 [22:20<08:39,  3.24it/s]
epoch 0 loss 0.24424:  70%|███████   | 3949/5632 [22:20<08:38,  3.25it/s]
epoch 0 loss 0.24418:  70%|███████   | 3949/5632 [22:21<08:38,  3.25it/s]
epoch 0 loss 0.24418:  70%|███████   | 3950/5632 [22:21<08:38,  3.24it/s]
epoch 0 loss 0.24412:  70%|███████   | 3950/5632 [22:22<08:38,  3.24it/s]
epoch 0 loss 0.24412:  70%|███████   | 3951/5632 [22:22<17:42,  1.58it/s]
epoch 0 loss 0.24407:  70%|███████   | 3951/5632 [22:22<17:42,  1.58it/s]
epoch 0 loss 0.24407:  70%|███████   | 3952/5632 [22:22<14:59,  1.87it/s]
epoch 0 loss 0.24401:  70%|███████   | 3952/5632 [22:23<14:59,  1.87it/s]
epoch 0 loss 0.24401:  70%|███████   | 3953/5632 [22:23<13:04,  2.14it/s]
epoch 0 loss 0.244:  70%|███████   | 3953/5632 [22:23<13:04,  2.14it/s]  
epoch 0 loss 0.244:  70%|███████   | 3954/5632 [22:23<11:44,  2.38it/s]
epoch 0 loss 0.24394:  70%|███████   | 3954/5632 [22:23<11:44,  2.38it/s]
epoch 0 loss 0.24394:  70%|███████   | 3955/5632 [22:23<10:48,  2.59it/s]
epoch 0 loss 0.24388:  70%|███████   | 3955/5632 [22:24<10:48,  2.59it/s]
epoch 0 loss 0.24388:  70%|███████   | 3956/5632 [22:24<10:08,  2.75it/s]
epoch 0 loss 0.24383:  70%|███████   | 3956/5632 [22:24<10:08,  2.75it/s]
epoch 0 loss 0.24383:  70%|███████   | 3957/5632 [22:24<09:40,  2.88it/s]
epoch 0 loss 0.2438:  70%|███████   | 3957/5632 [22:24<09:40,  2.88it/s] 
epoch 0 loss 0.2438:  70%|███████   | 3958/5632 [22:24<09:21,  2.98it/s]
epoch 0 loss 0.24374:  70%|███████   | 3958/5632 [22:25<09:21,  2.98it/s]
epoch 0 loss 0.24374:  70%|███████   | 3959/5632 [22:25<09:07,  3.05it/s]
epoch 0 loss 0.24368:  70%|███████   | 3959/5632 [22:25<09:07,  3.05it/s]
epoch 0 loss 0.24368:  70%|███████   | 3960/5632 [22:25<08:58,  3.11it/s]
epoch 0 loss 0.24362:  70%|███████   | 3960/5632 [22:25<08:58,  3.11it/s]
epoch 0 loss 0.24362:  70%|███████   | 3961/5632 [22:25<08:51,  3.15it/s]
epoch 0 loss 0.24357:  70%|███████   | 3961/5632 [22:26<08:51,  3.15it/s]
epoch 0 loss 0.24357:  70%|███████   | 3962/5632 [22:26<08:46,  3.17it/s]
epoch 0 loss 0.24351:  70%|███████   | 3962/5632 [22:26<08:46,  3.17it/s]
epoch 0 loss 0.24351:  70%|███████   | 3963/5632 [22:26<08:42,  3.20it/s]
epoch 0 loss 0.24357:  70%|███████   | 3963/5632 [22:26<08:42,  3.20it/s]
epoch 0 loss 0.24357:  70%|███████   | 3964/5632 [22:26<08:40,  3.21it/s]
epoch 0 loss 0.24351:  70%|███████   | 3964/5632 [22:26<08:40,  3.21it/s]
epoch 0 loss 0.24351:  70%|███████   | 3965/5632 [22:26<08:38,  3.22it/s]
epoch 0 loss 0.24345:  70%|███████   | 3965/5632 [22:27<08:38,  3.22it/s]
epoch 0 loss 0.24345:  70%|███████   | 3966/5632 [22:27<08:39,  3.21it/s]
epoch 0 loss 0.24339:  70%|███████   | 3966/5632 [22:27<08:39,  3.21it/s]
epoch 0 loss 0.24339:  70%|███████   | 3967/5632 [22:27<08:38,  3.21it/s]
epoch 0 loss 0.24333:  70%|███████   | 3967/5632 [22:27<08:38,  3.21it/s]
epoch 0 loss 0.24333:  70%|███████   | 3968/5632 [22:27<08:36,  3.22it/s]
epoch 0 loss 0.24336:  70%|███████   | 3968/5632 [22:28<08:36,  3.22it/s]
epoch 0 loss 0.24336:  70%|███████   | 3969/5632 [22:28<08:36,  3.22it/s]
epoch 0 loss 0.24335:  70%|███████   | 3969/5632 [22:28<08:36,  3.22it/s]
epoch 0 loss 0.24335:  70%|███████   | 3970/5632 [22:28<08:35,  3.23it/s]
epoch 0 loss 0.2433:  70%|███████   | 3970/5632 [22:28<08:35,  3.23it/s] 
epoch 0 loss 0.2433:  71%|███████   | 3971/5632 [22:28<08:34,  3.23it/s]
epoch 0 loss 0.24324:  71%|███████   | 3971/5632 [22:29<08:34,  3.23it/s]
epoch 0 loss 0.24324:  71%|███████   | 3972/5632 [22:29<08:33,  3.23it/s]
epoch 0 loss 0.24327:  71%|███████   | 3972/5632 [22:29<08:33,  3.23it/s]
epoch 0 loss 0.24327:  71%|███████   | 3973/5632 [22:29<08:33,  3.23it/s]
epoch 0 loss 0.24321:  71%|███████   | 3973/5632 [22:29<08:33,  3.23it/s]
epoch 0 loss 0.24321:  71%|███████   | 3974/5632 [22:29<08:33,  3.23it/s]
epoch 0 loss 0.24316:  71%|███████   | 3974/5632 [22:30<08:33,  3.23it/s]
epoch 0 loss 0.24316:  71%|███████   | 3975/5632 [22:30<08:32,  3.23it/s]
epoch 0 loss 0.2431:  71%|███████   | 3975/5632 [22:30<08:32,  3.23it/s] 
epoch 0 loss 0.2431:  71%|███████   | 3976/5632 [22:30<08:32,  3.23it/s]
epoch 0 loss 0.24306:  71%|███████   | 3976/5632 [22:30<08:32,  3.23it/s]
epoch 0 loss 0.24306:  71%|███████   | 3977/5632 [22:30<08:32,  3.23it/s]
epoch 0 loss 0.243:  71%|███████   | 3977/5632 [22:30<08:32,  3.23it/s]  
epoch 0 loss 0.243:  71%|███████   | 3978/5632 [22:30<08:32,  3.23it/s]
epoch 0 loss 0.24295:  71%|███████   | 3978/5632 [22:31<08:32,  3.23it/s]
epoch 0 loss 0.24295:  71%|███████   | 3979/5632 [22:31<08:32,  3.23it/s]
epoch 0 loss 0.24289:  71%|███████   | 3979/5632 [22:31<08:32,  3.23it/s]
epoch 0 loss 0.24289:  71%|███████   | 3980/5632 [22:31<08:31,  3.23it/s]
epoch 0 loss 0.24283:  71%|███████   | 3980/5632 [22:31<08:31,  3.23it/s]
epoch 0 loss 0.24283:  71%|███████   | 3981/5632 [22:31<08:31,  3.23it/s]
epoch 0 loss 0.24277:  71%|███████   | 3981/5632 [22:32<08:31,  3.23it/s]
epoch 0 loss 0.24277:  71%|███████   | 3982/5632 [22:32<08:30,  3.23it/s]
epoch 0 loss 0.24271:  71%|███████   | 3982/5632 [22:32<08:30,  3.23it/s]
epoch 0 loss 0.24271:  71%|███████   | 3983/5632 [22:32<08:30,  3.23it/s]
epoch 0 loss 0.24266:  71%|███████   | 3983/5632 [22:32<08:30,  3.23it/s]
epoch 0 loss 0.24266:  71%|███████   | 3984/5632 [22:32<08:30,  3.23it/s]
epoch 0 loss 0.2426:  71%|███████   | 3984/5632 [22:33<08:30,  3.23it/s] 
epoch 0 loss 0.2426:  71%|███████   | 3985/5632 [22:33<08:30,  3.23it/s]
epoch 0 loss 0.24254:  71%|███████   | 3985/5632 [22:33<08:30,  3.23it/s]
epoch 0 loss 0.24254:  71%|███████   | 3986/5632 [22:33<08:28,  3.24it/s]
epoch 0 loss 0.24248:  71%|███████   | 3986/5632 [22:33<08:28,  3.24it/s]
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epoch 0 loss 0.24242:  71%|███████   | 3989/5632 [22:34<08:27,  3.24it/s]
epoch 0 loss 0.24236:  71%|███████   | 3989/5632 [22:34<08:27,  3.24it/s]
epoch 0 loss 0.24236:  71%|███████   | 3990/5632 [22:34<08:27,  3.23it/s]
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epoch 0 loss 0.2423:  71%|███████   | 3991/5632 [22:35<08:27,  3.24it/s]
epoch 0 loss 0.24224:  71%|███████   | 3991/5632 [22:35<08:27,  3.24it/s]
epoch 0 loss 0.24224:  71%|███████   | 3992/5632 [22:35<08:27,  3.23it/s]
epoch 0 loss 0.24236:  71%|███████   | 3992/5632 [22:35<08:27,  3.23it/s]
epoch 0 loss 0.24236:  71%|███████   | 3993/5632 [22:35<08:27,  3.23it/s]
epoch 0 loss 0.24234:  71%|███████   | 3993/5632 [22:35<08:27,  3.23it/s]
epoch 0 loss 0.24234:  71%|███████   | 3994/5632 [22:35<08:25,  3.24it/s]
epoch 0 loss 0.24229:  71%|███████   | 3994/5632 [22:36<08:25,  3.24it/s]
epoch 0 loss 0.24229:  71%|███████   | 3995/5632 [22:36<08:25,  3.24it/s]
epoch 0 loss 0.24223:  71%|███████   | 3995/5632 [22:36<08:25,  3.24it/s]
epoch 0 loss 0.24223:  71%|███████   | 3996/5632 [22:36<08:25,  3.24it/s]
epoch 0 loss 0.24223:  71%|███████   | 3996/5632 [22:37<08:25,  3.24it/s]
epoch 0 loss 0.24223:  71%|███████   | 3997/5632 [22:37<17:01,  1.60it/s]
epoch 0 loss 0.24227:  71%|███████   | 3997/5632 [22:38<17:01,  1.60it/s]
epoch 0 loss 0.24227:  71%|███████   | 3998/5632 [22:38<14:26,  1.89it/s]
epoch 0 loss 0.24221:  71%|███████   | 3998/5632 [22:38<14:26,  1.89it/s]
epoch 0 loss 0.24221:  71%|███████   | 3999/5632 [22:38<12:38,  2.15it/s]
epoch 0 loss 0.24223:  71%|███████   | 3999/5632 [22:38<12:38,  2.15it/s]
epoch 0 loss 0.24223:  71%|███████   | 4000/5632 [22:38<11:23,  2.39it/s]
epoch 0 loss 0.24217:  71%|███████   | 4000/5632 [22:39<11:23,  2.39it/s]
epoch 0 loss 0.24217:  71%|███████   | 4001/5632 [22:39<10:29,  2.59it/s]
epoch 0 loss 0.24211:  71%|███████   | 4001/5632 [22:39<10:29,  2.59it/s]
epoch 0 loss 0.24211:  71%|███████   | 4002/5632 [22:39<09:51,  2.76it/s]
epoch 0 loss 0.24206:  71%|███████   | 4002/5632 [22:39<09:51,  2.76it/s]
epoch 0 loss 0.24206:  71%|███████   | 4003/5632 [22:39<09:25,  2.88it/s]
epoch 0 loss 0.242:  71%|███████   | 4003/5632 [22:40<09:25,  2.88it/s]  
epoch 0 loss 0.242:  71%|███████   | 4004/5632 [22:40<09:09,  2.96it/s]
epoch 0 loss 0.24194:  71%|███████   | 4004/5632 [22:40<09:09,  2.96it/s]
epoch 0 loss 0.24194:  71%|███████   | 4005/5632 [22:40<08:58,  3.02it/s]
epoch 0 loss 0.24188:  71%|███████   | 4005/5632 [22:40<08:58,  3.02it/s]
epoch 0 loss 0.24188:  71%|███████   | 4006/5632 [22:40<08:48,  3.08it/s]
epoch 0 loss 0.24184:  71%|███████   | 4006/5632 [22:41<08:48,  3.08it/s]
epoch 0 loss 0.24184:  71%|███████   | 4007/5632 [22:41<08:40,  3.12it/s]
epoch 0 loss 0.24178:  71%|███████   | 4007/5632 [22:41<08:40,  3.12it/s]
epoch 0 loss 0.24178:  71%|███████   | 4008/5632 [22:41<08:35,  3.15it/s]
epoch 0 loss 0.24172:  71%|███████   | 4008/5632 [22:41<08:35,  3.15it/s]
epoch 0 loss 0.24172:  71%|███████   | 4009/5632 [22:41<08:31,  3.17it/s]
epoch 0 loss 0.24167:  71%|███████   | 4009/5632 [22:41<08:31,  3.17it/s]
epoch 0 loss 0.24167:  71%|███████   | 4010/5632 [22:41<08:27,  3.19it/s]
epoch 0 loss 0.24161:  71%|███████   | 4010/5632 [22:42<08:27,  3.19it/s]
epoch 0 loss 0.24161:  71%|███████   | 4011/5632 [22:42<08:25,  3.21it/s]
epoch 0 loss 0.24155:  71%|███████   | 4011/5632 [22:42<08:25,  3.21it/s]
epoch 0 loss 0.24155:  71%|███████   | 4012/5632 [22:42<08:24,  3.21it/s]
epoch 0 loss 0.24149:  71%|███████   | 4012/5632 [22:42<08:24,  3.21it/s]
epoch 0 loss 0.24149:  71%|███████▏  | 4013/5632 [22:42<08:23,  3.22it/s]
epoch 0 loss 0.24144:  71%|███████▏  | 4013/5632 [22:43<08:23,  3.22it/s]
epoch 0 loss 0.24144:  71%|███████▏  | 4014/5632 [22:43<08:22,  3.22it/s]
epoch 0 loss 0.24138:  71%|███████▏  | 4014/5632 [22:43<08:22,  3.22it/s]
epoch 0 loss 0.24138:  71%|███████▏  | 4015/5632 [22:43<08:21,  3.23it/s]
epoch 0 loss 0.24133:  71%|███████▏  | 4015/5632 [22:43<08:21,  3.23it/s]
epoch 0 loss 0.24133:  71%|███████▏  | 4016/5632 [22:43<08:20,  3.23it/s]
epoch 0 loss 0.24137:  71%|███████▏  | 4016/5632 [22:44<08:20,  3.23it/s]
epoch 0 loss 0.24137:  71%|███████▏  | 4017/5632 [22:44<08:19,  3.23it/s]
epoch 0 loss 0.24131:  71%|███████▏  | 4017/5632 [22:44<08:19,  3.23it/s]
epoch 0 loss 0.24131:  71%|███████▏  | 4018/5632 [22:44<08:19,  3.23it/s]
epoch 0 loss 0.24126:  71%|███████▏  | 4018/5632 [22:44<08:19,  3.23it/s]
epoch 0 loss 0.24126:  71%|███████▏  | 4019/5632 [22:44<08:18,  3.23it/s]
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epoch 0 loss 0.2412:  71%|███████▏  | 4020/5632 [22:45<08:19,  3.23it/s]
epoch 0 loss 0.24123:  71%|███████▏  | 4020/5632 [22:45<08:19,  3.23it/s]
epoch 0 loss 0.24123:  71%|███████▏  | 4021/5632 [22:45<08:21,  3.21it/s]
epoch 0 loss 0.24117:  71%|███████▏  | 4021/5632 [22:45<08:21,  3.21it/s]
epoch 0 loss 0.24117:  71%|███████▏  | 4022/5632 [22:45<08:20,  3.22it/s]
epoch 0 loss 0.24112:  71%|███████▏  | 4022/5632 [22:45<08:20,  3.22it/s]
epoch 0 loss 0.24112:  71%|███████▏  | 4023/5632 [22:45<08:21,  3.21it/s]
epoch 0 loss 0.24109:  71%|███████▏  | 4023/5632 [22:46<08:21,  3.21it/s]
epoch 0 loss 0.24109:  71%|███████▏  | 4024/5632 [22:46<08:20,  3.21it/s]
epoch 0 loss 0.24105:  71%|███████▏  | 4024/5632 [22:46<08:20,  3.21it/s]
epoch 0 loss 0.24105:  71%|███████▏  | 4025/5632 [22:46<08:23,  3.19it/s]
epoch 0 loss 0.241:  71%|███████▏  | 4025/5632 [22:46<08:23,  3.19it/s]  
epoch 0 loss 0.241:  71%|███████▏  | 4026/5632 [22:46<08:24,  3.19it/s]
epoch 0 loss 0.24094:  71%|███████▏  | 4026/5632 [22:47<08:24,  3.19it/s]
epoch 0 loss 0.24094:  72%|███████▏  | 4027/5632 [22:47<08:25,  3.17it/s]
epoch 0 loss 0.24088:  72%|███████▏  | 4027/5632 [22:47<08:25,  3.17it/s]
epoch 0 loss 0.24088:  72%|███████▏  | 4028/5632 [22:47<08:21,  3.20it/s]
epoch 0 loss 0.24082:  72%|███████▏  | 4028/5632 [22:47<08:21,  3.20it/s]
epoch 0 loss 0.24082:  72%|███████▏  | 4029/5632 [22:47<08:20,  3.20it/s]
epoch 0 loss 0.2408:  72%|███████▏  | 4029/5632 [22:48<08:20,  3.20it/s] 
epoch 0 loss 0.2408:  72%|███████▏  | 4030/5632 [22:48<08:18,  3.22it/s]
epoch 0 loss 0.24075:  72%|███████▏  | 4030/5632 [22:48<08:18,  3.22it/s]
epoch 0 loss 0.24075:  72%|███████▏  | 4031/5632 [22:48<08:15,  3.23it/s]
epoch 0 loss 0.24074:  72%|███████▏  | 4031/5632 [22:48<08:15,  3.23it/s]
epoch 0 loss 0.24074:  72%|███████▏  | 4032/5632 [22:48<08:13,  3.24it/s]
epoch 0 loss 0.24068:  72%|███████▏  | 4032/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24068:  72%|███████▏  | 4033/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24062:  72%|███████▏  | 4033/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24062:  72%|███████▏  | 4034/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24057:  72%|███████▏  | 4034/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24057:  72%|███████▏  | 4035/5632 [22:49<08:13,  3.24it/s]
epoch 0 loss 0.24051:  72%|███████▏  | 4035/5632 [22:50<08:13,  3.24it/s]
epoch 0 loss 0.24051:  72%|███████▏  | 4036/5632 [22:50<08:14,  3.23it/s]
epoch 0 loss 0.24046:  72%|███████▏  | 4036/5632 [22:50<08:14,  3.23it/s]
epoch 0 loss 0.24046:  72%|███████▏  | 4037/5632 [22:50<08:13,  3.23it/s]
epoch 0 loss 0.24048:  72%|███████▏  | 4037/5632 [22:50<08:13,  3.23it/s]
epoch 0 loss 0.24048:  72%|███████▏  | 4038/5632 [22:50<08:14,  3.23it/s]
epoch 0 loss 0.24043:  72%|███████▏  | 4038/5632 [22:50<08:14,  3.23it/s]
epoch 0 loss 0.24043:  72%|███████▏  | 4039/5632 [22:50<08:13,  3.23it/s]
epoch 0 loss 0.24037:  72%|███████▏  | 4039/5632 [22:51<08:13,  3.23it/s]
epoch 0 loss 0.24037:  72%|███████▏  | 4040/5632 [22:51<08:14,  3.22it/s]
epoch 0 loss 0.24031:  72%|███████▏  | 4040/5632 [22:51<08:14,  3.22it/s]
epoch 0 loss 0.24031:  72%|███████▏  | 4041/5632 [22:51<08:13,  3.22it/s]
epoch 0 loss 0.24025:  72%|███████▏  | 4041/5632 [22:53<08:13,  3.22it/s]
epoch 0 loss 0.24025:  72%|███████▏  | 4042/5632 [22:53<19:00,  1.39it/s]
epoch 0 loss 0.2402:  72%|███████▏  | 4042/5632 [22:53<19:00,  1.39it/s] 
epoch 0 loss 0.2402:  72%|███████▏  | 4043/5632 [22:53<15:45,  1.68it/s]
epoch 0 loss 0.24014:  72%|███████▏  | 4043/5632 [22:53<15:45,  1.68it/s]
epoch 0 loss 0.24014:  72%|███████▏  | 4044/5632 [22:53<13:28,  1.96it/s]
epoch 0 loss 0.24008:  72%|███████▏  | 4044/5632 [22:54<13:28,  1.96it/s]
epoch 0 loss 0.24008:  72%|███████▏  | 4045/5632 [22:54<11:53,  2.23it/s]
epoch 0 loss 0.24003:  72%|███████▏  | 4045/5632 [22:54<11:53,  2.23it/s]
epoch 0 loss 0.24003:  72%|███████▏  | 4046/5632 [22:54<10:45,  2.46it/s]
epoch 0 loss 0.24003:  72%|███████▏  | 4046/5632 [22:54<10:45,  2.46it/s]
epoch 0 loss 0.24003:  72%|███████▏  | 4047/5632 [22:54<09:58,  2.65it/s]
epoch 0 loss 0.23999:  72%|███████▏  | 4047/5632 [22:55<09:58,  2.65it/s]
epoch 0 loss 0.23999:  72%|███████▏  | 4048/5632 [22:55<09:26,  2.80it/s]
epoch 0 loss 0.23997:  72%|███████▏  | 4048/5632 [22:55<09:26,  2.80it/s]
epoch 0 loss 0.23997:  72%|███████▏  | 4049/5632 [22:55<09:02,  2.92it/s]
epoch 0 loss 0.23991:  72%|███████▏  | 4049/5632 [22:55<09:02,  2.92it/s]
epoch 0 loss 0.23991:  72%|███████▏  | 4050/5632 [22:55<08:45,  3.01it/s]
epoch 0 loss 0.23985:  72%|███████▏  | 4050/5632 [22:56<08:45,  3.01it/s]
epoch 0 loss 0.23985:  72%|███████▏  | 4051/5632 [22:56<08:34,  3.07it/s]
epoch 0 loss 0.23984:  72%|███████▏  | 4051/5632 [22:56<08:34,  3.07it/s]
epoch 0 loss 0.23984:  72%|███████▏  | 4052/5632 [22:56<08:26,  3.12it/s]
epoch 0 loss 0.23984:  72%|███████▏  | 4052/5632 [22:56<08:26,  3.12it/s]
epoch 0 loss 0.23984:  72%|███████▏  | 4053/5632 [22:56<08:20,  3.15it/s]
epoch 0 loss 0.23983:  72%|███████▏  | 4053/5632 [22:56<08:20,  3.15it/s]
epoch 0 loss 0.23983:  72%|███████▏  | 4054/5632 [22:56<08:17,  3.17it/s]
epoch 0 loss 0.23978:  72%|███████▏  | 4054/5632 [22:57<08:17,  3.17it/s]
epoch 0 loss 0.23978:  72%|███████▏  | 4055/5632 [22:57<08:15,  3.18it/s]
epoch 0 loss 0.23973:  72%|███████▏  | 4055/5632 [22:57<08:15,  3.18it/s]
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epoch 0 loss 0.2397:  72%|███████▏  | 4058/5632 [22:58<08:12,  3.20it/s]
epoch 0 loss 0.23965:  72%|███████▏  | 4058/5632 [22:58<08:12,  3.20it/s]
epoch 0 loss 0.23965:  72%|███████▏  | 4059/5632 [22:58<08:10,  3.21it/s]
epoch 0 loss 0.2396:  72%|███████▏  | 4059/5632 [22:58<08:10,  3.21it/s] 
epoch 0 loss 0.2396:  72%|███████▏  | 4060/5632 [22:58<08:09,  3.21it/s]
epoch 0 loss 0.23954:  72%|███████▏  | 4060/5632 [22:59<08:09,  3.21it/s]
epoch 0 loss 0.23954:  72%|███████▏  | 4061/5632 [22:59<08:09,  3.21it/s]
epoch 0 loss 0.23949:  72%|███████▏  | 4061/5632 [22:59<08:09,  3.21it/s]
epoch 0 loss 0.23949:  72%|███████▏  | 4062/5632 [22:59<08:08,  3.22it/s]
epoch 0 loss 0.23948:  72%|███████▏  | 4062/5632 [22:59<08:08,  3.22it/s]
epoch 0 loss 0.23948:  72%|███████▏  | 4063/5632 [22:59<08:07,  3.22it/s]
epoch 0 loss 0.23946:  72%|███████▏  | 4063/5632 [23:00<08:07,  3.22it/s]
epoch 0 loss 0.23946:  72%|███████▏  | 4064/5632 [23:00<08:05,  3.23it/s]
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epoch 0 loss 0.2394:  72%|███████▏  | 4065/5632 [23:00<08:04,  3.24it/s]
epoch 0 loss 0.23934:  72%|███████▏  | 4065/5632 [23:00<08:04,  3.24it/s]
epoch 0 loss 0.23934:  72%|███████▏  | 4066/5632 [23:00<08:05,  3.23it/s]
epoch 0 loss 0.23929:  72%|███████▏  | 4066/5632 [23:00<08:05,  3.23it/s]
epoch 0 loss 0.23929:  72%|███████▏  | 4067/5632 [23:01<08:06,  3.22it/s]
epoch 0 loss 0.23924:  72%|███████▏  | 4067/5632 [23:01<08:06,  3.22it/s]
epoch 0 loss 0.23924:  72%|███████▏  | 4068/5632 [23:01<08:06,  3.22it/s]
epoch 0 loss 0.23919:  72%|███████▏  | 4068/5632 [23:01<08:06,  3.22it/s]
epoch 0 loss 0.23919:  72%|███████▏  | 4069/5632 [23:01<08:06,  3.21it/s]
epoch 0 loss 0.23913:  72%|███████▏  | 4069/5632 [23:01<08:06,  3.21it/s]
epoch 0 loss 0.23913:  72%|███████▏  | 4070/5632 [23:01<08:05,  3.22it/s]
epoch 0 loss 0.23907:  72%|███████▏  | 4070/5632 [23:02<08:05,  3.22it/s]
epoch 0 loss 0.23907:  72%|███████▏  | 4071/5632 [23:02<08:03,  3.23it/s]
epoch 0 loss 0.23902:  72%|███████▏  | 4071/5632 [23:02<08:03,  3.23it/s]
epoch 0 loss 0.23902:  72%|███████▏  | 4072/5632 [23:02<08:03,  3.23it/s]
epoch 0 loss 0.23896:  72%|███████▏  | 4072/5632 [23:02<08:03,  3.23it/s]
epoch 0 loss 0.23896:  72%|███████▏  | 4073/5632 [23:02<08:02,  3.23it/s]
epoch 0 loss 0.23891:  72%|███████▏  | 4073/5632 [23:03<08:02,  3.23it/s]
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epoch 0 loss 0.23874:  72%|███████▏  | 4076/5632 [23:04<08:02,  3.23it/s]
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epoch 0 loss 0.23838:  72%|███████▏  | 4083/5632 [23:07<16:04,  1.61it/s]
epoch 0 loss 0.23838:  73%|███████▎  | 4084/5632 [23:07<13:37,  1.89it/s]
epoch 0 loss 0.23841:  73%|███████▎  | 4084/5632 [23:07<13:37,  1.89it/s]
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epoch 0 loss 0.2383:  73%|███████▎  | 4089/5632 [23:08<08:54,  2.89it/s]
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epoch 0 loss 0.23819:  73%|███████▎  | 4090/5632 [23:09<08:38,  2.98it/s]
epoch 0 loss 0.23819:  73%|███████▎  | 4091/5632 [23:09<08:27,  3.04it/s]
epoch 0 loss 0.23813:  73%|███████▎  | 4091/5632 [23:09<08:27,  3.04it/s]
epoch 0 loss 0.23813:  73%|███████▎  | 4092/5632 [23:09<08:20,  3.08it/s]
epoch 0 loss 0.23809:  73%|███████▎  | 4092/5632 [23:10<08:20,  3.08it/s]
epoch 0 loss 0.23809:  73%|███████▎  | 4093/5632 [23:10<08:15,  3.11it/s]
epoch 0 loss 0.23812:  73%|███████▎  | 4093/5632 [23:10<08:15,  3.11it/s]
epoch 0 loss 0.23812:  73%|███████▎  | 4094/5632 [23:10<08:10,  3.14it/s]
epoch 0 loss 0.23807:  73%|███████▎  | 4094/5632 [23:10<08:10,  3.14it/s]
epoch 0 loss 0.23807:  73%|███████▎  | 4095/5632 [23:10<08:06,  3.16it/s]
epoch 0 loss 0.23801:  73%|███████▎  | 4095/5632 [23:11<08:06,  3.16it/s]
epoch 0 loss 0.23801:  73%|███████▎  | 4096/5632 [23:11<08:03,  3.18it/s]
epoch 0 loss 0.23807:  73%|███████▎  | 4096/5632 [23:11<08:03,  3.18it/s]
epoch 0 loss 0.23807:  73%|███████▎  | 4097/5632 [23:11<08:00,  3.19it/s]
epoch 0 loss 0.23802:  73%|███████▎  | 4097/5632 [23:11<08:00,  3.19it/s]
epoch 0 loss 0.23802:  73%|███████▎  | 4098/5632 [23:11<07:58,  3.20it/s]
epoch 0 loss 0.23796:  73%|███████▎  | 4098/5632 [23:11<07:58,  3.20it/s]
epoch 0 loss 0.23796:  73%|███████▎  | 4099/5632 [23:11<07:57,  3.21it/s]
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epoch 0 loss 0.2379:  73%|███████▎  | 4100/5632 [23:12<07:56,  3.22it/s]
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epoch 0 loss 0.23778:  73%|███████▎  | 4104/5632 [23:13<07:54,  3.22it/s]
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epoch 0 loss 0.23773:  73%|███████▎  | 4109/5632 [23:15<07:52,  3.22it/s]
epoch 0 loss 0.23773:  73%|███████▎  | 4110/5632 [23:15<07:58,  3.18it/s]
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epoch 0 loss 0.23763:  73%|███████▎  | 4120/5632 [23:18<07:48,  3.23it/s]
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epoch 0 loss 0.23553:  74%|███████▍  | 4169/5632 [23:34<07:32,  3.23it/s]
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epoch 0 loss 0.23549:  74%|███████▍  | 4171/5632 [23:35<07:30,  3.25it/s]
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epoch 0 loss 0.23532:  74%|███████▍  | 4174/5632 [23:37<16:32,  1.47it/s]
epoch 0 loss 0.23534:  74%|███████▍  | 4174/5632 [23:37<16:32,  1.47it/s]
epoch 0 loss 0.23534:  74%|███████▍  | 4175/5632 [23:37<13:52,  1.75it/s]
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epoch 0 loss 0.2353:  74%|███████▍  | 4176/5632 [23:38<12:02,  2.02it/s]
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epoch 0 loss 0.23524:  74%|███████▍  | 4177/5632 [23:38<10:42,  2.27it/s]
epoch 0 loss 0.23519:  74%|███████▍  | 4177/5632 [23:38<10:42,  2.27it/s]
epoch 0 loss 0.23519:  74%|███████▍  | 4178/5632 [23:38<09:43,  2.49it/s]
epoch 0 loss 0.23515:  74%|███████▍  | 4178/5632 [23:38<09:43,  2.49it/s]
epoch 0 loss 0.23515:  74%|███████▍  | 4179/5632 [23:38<09:02,  2.68it/s]
epoch 0 loss 0.23509:  74%|███████▍  | 4179/5632 [23:39<09:02,  2.68it/s]
epoch 0 loss 0.23509:  74%|███████▍  | 4180/5632 [23:39<08:34,  2.82it/s]
epoch 0 loss 0.23504:  74%|███████▍  | 4180/5632 [23:39<08:34,  2.82it/s]
epoch 0 loss 0.23504:  74%|███████▍  | 4181/5632 [23:39<08:14,  2.94it/s]
epoch 0 loss 0.23509:  74%|███████▍  | 4181/5632 [23:39<08:14,  2.94it/s]
epoch 0 loss 0.23509:  74%|███████▍  | 4182/5632 [23:39<07:59,  3.02it/s]
epoch 0 loss 0.23506:  74%|███████▍  | 4182/5632 [23:40<07:59,  3.02it/s]
epoch 0 loss 0.23506:  74%|███████▍  | 4183/5632 [23:40<07:50,  3.08it/s]
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epoch 0 loss 0.2351:  74%|███████▍  | 4184/5632 [23:40<07:44,  3.12it/s]
epoch 0 loss 0.23505:  74%|███████▍  | 4184/5632 [23:40<07:44,  3.12it/s]
epoch 0 loss 0.23505:  74%|███████▍  | 4185/5632 [23:40<07:39,  3.15it/s]
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epoch 0 loss 0.23505:  74%|███████▍  | 4186/5632 [23:41<07:37,  3.16it/s]
epoch 0 loss 0.23505:  74%|███████▍  | 4186/5632 [23:41<07:37,  3.16it/s]
epoch 0 loss 0.23505:  74%|███████▍  | 4187/5632 [23:41<07:34,  3.18it/s]
epoch 0 loss 0.23501:  74%|███████▍  | 4187/5632 [23:41<07:34,  3.18it/s]
epoch 0 loss 0.23501:  74%|███████▍  | 4188/5632 [23:41<07:32,  3.19it/s]
epoch 0 loss 0.23496:  74%|███████▍  | 4188/5632 [23:42<07:32,  3.19it/s]
epoch 0 loss 0.23496:  74%|███████▍  | 4189/5632 [23:42<07:31,  3.20it/s]
epoch 0 loss 0.23493:  74%|███████▍  | 4189/5632 [23:42<07:31,  3.20it/s]
epoch 0 loss 0.23493:  74%|███████▍  | 4190/5632 [23:42<07:29,  3.21it/s]
epoch 0 loss 0.23488:  74%|███████▍  | 4190/5632 [23:42<07:29,  3.21it/s]
epoch 0 loss 0.23488:  74%|███████▍  | 4191/5632 [23:42<07:27,  3.22it/s]
epoch 0 loss 0.23484:  74%|███████▍  | 4191/5632 [23:43<07:27,  3.22it/s]
epoch 0 loss 0.23484:  74%|███████▍  | 4192/5632 [23:43<07:26,  3.22it/s]
epoch 0 loss 0.2348:  74%|███████▍  | 4192/5632 [23:43<07:26,  3.22it/s] 
epoch 0 loss 0.2348:  74%|███████▍  | 4193/5632 [23:43<07:26,  3.22it/s]
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epoch 0 loss 0.23485:  75%|███████▍  | 4196/5632 [23:44<07:25,  3.22it/s]
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epoch 0 loss 0.23474:  75%|███████▍  | 4197/5632 [23:44<07:25,  3.22it/s]
epoch 0 loss 0.23474:  75%|███████▍  | 4198/5632 [23:44<07:24,  3.23it/s]
epoch 0 loss 0.23469:  75%|███████▍  | 4198/5632 [23:45<07:24,  3.23it/s]
epoch 0 loss 0.23469:  75%|███████▍  | 4199/5632 [23:45<07:25,  3.22it/s]
epoch 0 loss 0.23465:  75%|███████▍  | 4199/5632 [23:45<07:25,  3.22it/s]
epoch 0 loss 0.23465:  75%|███████▍  | 4200/5632 [23:45<07:23,  3.23it/s]
epoch 0 loss 0.23461:  75%|███████▍  | 4200/5632 [23:45<07:23,  3.23it/s]
epoch 0 loss 0.23461:  75%|███████▍  | 4201/5632 [23:45<07:23,  3.23it/s]
epoch 0 loss 0.23456:  75%|███████▍  | 4201/5632 [23:46<07:23,  3.23it/s]
epoch 0 loss 0.23456:  75%|███████▍  | 4202/5632 [23:46<07:22,  3.23it/s]
epoch 0 loss 0.23452:  75%|███████▍  | 4202/5632 [23:46<07:22,  3.23it/s]
epoch 0 loss 0.23452:  75%|███████▍  | 4203/5632 [23:46<07:23,  3.22it/s]
epoch 0 loss 0.23458:  75%|███████▍  | 4203/5632 [23:46<07:23,  3.22it/s]
epoch 0 loss 0.23458:  75%|███████▍  | 4204/5632 [23:46<07:20,  3.24it/s]
epoch 0 loss 0.23453:  75%|███████▍  | 4204/5632 [23:47<07:20,  3.24it/s]
epoch 0 loss 0.23453:  75%|███████▍  | 4205/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23447:  75%|███████▍  | 4205/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23447:  75%|███████▍  | 4206/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23442:  75%|███████▍  | 4206/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23442:  75%|███████▍  | 4207/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23437:  75%|███████▍  | 4207/5632 [23:47<07:21,  3.23it/s]
epoch 0 loss 0.23437:  75%|███████▍  | 4208/5632 [23:47<07:21,  3.22it/s]
epoch 0 loss 0.23438:  75%|███████▍  | 4208/5632 [23:48<07:21,  3.22it/s]
epoch 0 loss 0.23438:  75%|███████▍  | 4209/5632 [23:48<07:27,  3.18it/s]
epoch 0 loss 0.23432:  75%|███████▍  | 4209/5632 [23:48<07:27,  3.18it/s]
epoch 0 loss 0.23432:  75%|███████▍  | 4210/5632 [23:48<07:28,  3.17it/s]
epoch 0 loss 0.23427:  75%|███████▍  | 4210/5632 [23:48<07:28,  3.17it/s]
epoch 0 loss 0.23427:  75%|███████▍  | 4211/5632 [23:48<07:27,  3.17it/s]
epoch 0 loss 0.23421:  75%|███████▍  | 4211/5632 [23:49<07:27,  3.17it/s]
epoch 0 loss 0.23421:  75%|███████▍  | 4212/5632 [23:49<07:24,  3.19it/s]
epoch 0 loss 0.23416:  75%|███████▍  | 4212/5632 [23:49<07:24,  3.19it/s]
epoch 0 loss 0.23416:  75%|███████▍  | 4213/5632 [23:49<07:21,  3.21it/s]
epoch 0 loss 0.23411:  75%|███████▍  | 4213/5632 [23:49<07:21,  3.21it/s]
epoch 0 loss 0.23411:  75%|███████▍  | 4214/5632 [23:49<07:20,  3.22it/s]
epoch 0 loss 0.2341:  75%|███████▍  | 4214/5632 [23:50<07:20,  3.22it/s] 
epoch 0 loss 0.2341:  75%|███████▍  | 4215/5632 [23:50<07:19,  3.22it/s]
epoch 0 loss 0.23409:  75%|███████▍  | 4215/5632 [23:50<07:19,  3.22it/s]
epoch 0 loss 0.23409:  75%|███████▍  | 4216/5632 [23:50<07:19,  3.22it/s]
epoch 0 loss 0.23404:  75%|███████▍  | 4216/5632 [23:50<07:19,  3.22it/s]
epoch 0 loss 0.23404:  75%|███████▍  | 4217/5632 [23:50<07:19,  3.22it/s]
epoch 0 loss 0.23398:  75%|███████▍  | 4217/5632 [23:51<07:19,  3.22it/s]
epoch 0 loss 0.23398:  75%|███████▍  | 4218/5632 [23:51<07:18,  3.23it/s]
epoch 0 loss 0.23393:  75%|███████▍  | 4218/5632 [23:51<07:18,  3.23it/s]
epoch 0 loss 0.23393:  75%|███████▍  | 4219/5632 [23:51<07:17,  3.23it/s]
epoch 0 loss 0.23394:  75%|███████▍  | 4219/5632 [23:52<07:17,  3.23it/s]
epoch 0 loss 0.23394:  75%|███████▍  | 4220/5632 [23:52<16:12,  1.45it/s]
epoch 0 loss 0.23389:  75%|███████▍  | 4220/5632 [23:53<16:12,  1.45it/s]
epoch 0 loss 0.23389:  75%|███████▍  | 4221/5632 [23:53<13:31,  1.74it/s]
epoch 0 loss 0.23384:  75%|███████▍  | 4221/5632 [23:53<13:31,  1.74it/s]
epoch 0 loss 0.23384:  75%|███████▍  | 4222/5632 [23:53<11:39,  2.02it/s]
epoch 0 loss 0.23379:  75%|███████▍  | 4222/5632 [23:53<11:39,  2.02it/s]
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epoch 0 loss 0.2337:  75%|███████▌  | 4225/5632 [23:54<08:48,  2.66it/s]
epoch 0 loss 0.23364:  75%|███████▌  | 4225/5632 [23:54<08:48,  2.66it/s]
epoch 0 loss 0.23364:  75%|███████▌  | 4226/5632 [23:54<08:21,  2.81it/s]
epoch 0 loss 0.23366:  75%|███████▌  | 4226/5632 [23:55<08:21,  2.81it/s]
epoch 0 loss 0.23366:  75%|███████▌  | 4227/5632 [23:55<08:01,  2.92it/s]
epoch 0 loss 0.23364:  75%|███████▌  | 4227/5632 [23:55<08:01,  2.92it/s]
epoch 0 loss 0.23364:  75%|███████▌  | 4228/5632 [23:55<07:47,  3.00it/s]
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epoch 0 loss 0.23354:  75%|███████▌  | 4230/5632 [23:56<07:30,  3.11it/s]
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epoch 0 loss 0.23355:  75%|███████▌  | 4231/5632 [23:56<07:26,  3.14it/s]
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epoch 0 loss 0.23329:  75%|███████▌  | 4236/5632 [23:58<07:16,  3.20it/s]
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epoch 0 loss 0.23294:  75%|███████▌  | 4251/5632 [24:02<07:08,  3.22it/s]
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epoch 0 loss 0.23241:  76%|███████▌  | 4271/5632 [24:09<08:02,  2.82it/s]
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epoch 0 loss 0.23223:  76%|███████▌  | 4276/5632 [24:11<07:11,  3.14it/s]
epoch 0 loss 0.23218:  76%|███████▌  | 4276/5632 [24:11<07:11,  3.14it/s]
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epoch 0 loss 0.2321:  76%|███████▌  | 4280/5632 [24:12<07:00,  3.21it/s]
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epoch 0 loss 0.232:  76%|███████▌  | 4282/5632 [24:13<06:59,  3.22it/s]
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epoch 0 loss 0.23121:  76%|███████▋  | 4304/5632 [24:20<06:51,  3.23it/s]
epoch 0 loss 0.23121:  76%|███████▋  | 4305/5632 [24:20<06:50,  3.23it/s]
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epoch 0 loss 0.23115:  76%|███████▋  | 4306/5632 [24:22<14:45,  1.50it/s]
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epoch 0 loss 0.23092:  77%|███████▋  | 4312/5632 [24:23<07:44,  2.84it/s]
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epoch 0 loss 0.23082:  77%|███████▋  | 4315/5632 [24:24<07:06,  3.08it/s]
epoch 0 loss 0.23079:  77%|███████▋  | 4315/5632 [24:25<07:06,  3.08it/s]
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epoch 0 loss 0.2297:  77%|███████▋  | 4347/5632 [24:34<06:37,  3.23it/s]
epoch 0 loss 0.22965:  77%|███████▋  | 4347/5632 [24:34<06:37,  3.23it/s]
epoch 0 loss 0.22965:  77%|███████▋  | 4348/5632 [24:34<06:37,  3.23it/s]
epoch 0 loss 0.22961:  77%|███████▋  | 4348/5632 [24:35<06:37,  3.23it/s]
epoch 0 loss 0.22961:  77%|███████▋  | 4349/5632 [24:35<06:37,  3.23it/s]
epoch 0 loss 0.22955:  77%|███████▋  | 4349/5632 [24:35<06:37,  3.23it/s]
epoch 0 loss 0.22955:  77%|███████▋  | 4350/5632 [24:35<06:36,  3.23it/s]
epoch 0 loss 0.22953:  77%|███████▋  | 4350/5632 [24:37<06:36,  3.23it/s]
epoch 0 loss 0.22953:  77%|███████▋  | 4351/5632 [24:37<14:59,  1.42it/s]
epoch 0 loss 0.22948:  77%|███████▋  | 4351/5632 [24:37<14:59,  1.42it/s]
epoch 0 loss 0.22948:  77%|███████▋  | 4352/5632 [24:37<12:28,  1.71it/s]
epoch 0 loss 0.22952:  77%|███████▋  | 4352/5632 [24:37<12:28,  1.71it/s]
epoch 0 loss 0.22952:  77%|███████▋  | 4353/5632 [24:37<10:41,  1.99it/s]
epoch 0 loss 0.22947:  77%|███████▋  | 4353/5632 [24:38<10:41,  1.99it/s]
epoch 0 loss 0.22947:  77%|███████▋  | 4354/5632 [24:38<09:27,  2.25it/s]
epoch 0 loss 0.22945:  77%|███████▋  | 4354/5632 [24:38<09:27,  2.25it/s]
epoch 0 loss 0.22945:  77%|███████▋  | 4355/5632 [24:38<08:35,  2.48it/s]
epoch 0 loss 0.22946:  77%|███████▋  | 4355/5632 [24:38<08:35,  2.48it/s]
epoch 0 loss 0.22946:  77%|███████▋  | 4356/5632 [24:38<07:58,  2.66it/s]
epoch 0 loss 0.2295:  77%|███████▋  | 4356/5632 [24:39<07:58,  2.66it/s] 
epoch 0 loss 0.2295:  77%|███████▋  | 4357/5632 [24:39<07:33,  2.81it/s]
epoch 0 loss 0.22948:  77%|███████▋  | 4357/5632 [24:39<07:33,  2.81it/s]
epoch 0 loss 0.22948:  77%|███████▋  | 4358/5632 [24:39<07:15,  2.93it/s]
epoch 0 loss 0.22943:  77%|███████▋  | 4358/5632 [24:39<07:15,  2.93it/s]
epoch 0 loss 0.22943:  77%|███████▋  | 4359/5632 [24:39<07:02,  3.01it/s]
epoch 0 loss 0.22938:  77%|███████▋  | 4359/5632 [24:40<07:02,  3.01it/s]
epoch 0 loss 0.22938:  77%|███████▋  | 4360/5632 [24:40<06:53,  3.07it/s]
epoch 0 loss 0.22933:  77%|███████▋  | 4360/5632 [24:40<06:53,  3.07it/s]
epoch 0 loss 0.22933:  77%|███████▋  | 4361/5632 [24:40<06:48,  3.11it/s]
epoch 0 loss 0.2293:  77%|███████▋  | 4361/5632 [24:40<06:48,  3.11it/s] 
epoch 0 loss 0.2293:  77%|███████▋  | 4362/5632 [24:40<06:43,  3.15it/s]
epoch 0 loss 0.22928:  77%|███████▋  | 4362/5632 [24:40<06:43,  3.15it/s]
epoch 0 loss 0.22928:  77%|███████▋  | 4363/5632 [24:40<06:40,  3.17it/s]
epoch 0 loss 0.22931:  77%|███████▋  | 4363/5632 [24:41<06:40,  3.17it/s]
epoch 0 loss 0.22931:  77%|███████▋  | 4364/5632 [24:41<06:38,  3.19it/s]
epoch 0 loss 0.2293:  77%|███████▋  | 4364/5632 [24:41<06:38,  3.19it/s] 
epoch 0 loss 0.2293:  78%|███████▊  | 4365/5632 [24:41<06:36,  3.20it/s]
epoch 0 loss 0.22931:  78%|███████▊  | 4365/5632 [24:41<06:36,  3.20it/s]
epoch 0 loss 0.22931:  78%|███████▊  | 4366/5632 [24:41<06:35,  3.20it/s]
epoch 0 loss 0.22929:  78%|███████▊  | 4366/5632 [24:42<06:35,  3.20it/s]
epoch 0 loss 0.22929:  78%|███████▊  | 4367/5632 [24:42<06:34,  3.21it/s]
epoch 0 loss 0.22925:  78%|███████▊  | 4367/5632 [24:42<06:34,  3.21it/s]
epoch 0 loss 0.22925:  78%|███████▊  | 4368/5632 [24:42<06:33,  3.21it/s]
epoch 0 loss 0.2292:  78%|███████▊  | 4368/5632 [24:42<06:33,  3.21it/s] 
epoch 0 loss 0.2292:  78%|███████▊  | 4369/5632 [24:42<06:32,  3.22it/s]
epoch 0 loss 0.22919:  78%|███████▊  | 4369/5632 [24:43<06:32,  3.22it/s]
epoch 0 loss 0.22919:  78%|███████▊  | 4370/5632 [24:43<06:32,  3.21it/s]
epoch 0 loss 0.22916:  78%|███████▊  | 4370/5632 [24:43<06:32,  3.21it/s]
epoch 0 loss 0.22916:  78%|███████▊  | 4371/5632 [24:43<06:32,  3.22it/s]
epoch 0 loss 0.22912:  78%|███████▊  | 4371/5632 [24:43<06:32,  3.22it/s]
epoch 0 loss 0.22912:  78%|███████▊  | 4372/5632 [24:43<06:31,  3.22it/s]
epoch 0 loss 0.22908:  78%|███████▊  | 4372/5632 [24:44<06:31,  3.22it/s]
epoch 0 loss 0.22908:  78%|███████▊  | 4373/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22904:  78%|███████▊  | 4373/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22904:  78%|███████▊  | 4374/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22899:  78%|███████▊  | 4374/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22899:  78%|███████▊  | 4375/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22894:  78%|███████▊  | 4375/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22894:  78%|███████▊  | 4376/5632 [24:44<06:30,  3.22it/s]
epoch 0 loss 0.22889:  78%|███████▊  | 4376/5632 [24:45<06:30,  3.22it/s]
epoch 0 loss 0.22889:  78%|███████▊  | 4377/5632 [24:45<06:29,  3.22it/s]
epoch 0 loss 0.22884:  78%|███████▊  | 4377/5632 [24:45<06:29,  3.22it/s]
epoch 0 loss 0.22884:  78%|███████▊  | 4378/5632 [24:45<06:28,  3.23it/s]
epoch 0 loss 0.22896:  78%|███████▊  | 4378/5632 [24:45<06:28,  3.23it/s]
epoch 0 loss 0.22896:  78%|███████▊  | 4379/5632 [24:45<06:27,  3.23it/s]
epoch 0 loss 0.22892:  78%|███████▊  | 4379/5632 [24:46<06:27,  3.23it/s]
epoch 0 loss 0.22892:  78%|███████▊  | 4380/5632 [24:46<06:27,  3.23it/s]
epoch 0 loss 0.22887:  78%|███████▊  | 4380/5632 [24:46<06:27,  3.23it/s]
epoch 0 loss 0.22887:  78%|███████▊  | 4381/5632 [24:46<06:26,  3.23it/s]
epoch 0 loss 0.22881:  78%|███████▊  | 4381/5632 [24:46<06:26,  3.23it/s]
epoch 0 loss 0.22881:  78%|███████▊  | 4382/5632 [24:46<06:26,  3.23it/s]
epoch 0 loss 0.22877:  78%|███████▊  | 4382/5632 [24:47<06:26,  3.23it/s]
epoch 0 loss 0.22877:  78%|███████▊  | 4383/5632 [24:47<06:26,  3.23it/s]
epoch 0 loss 0.22872:  78%|███████▊  | 4383/5632 [24:47<06:26,  3.23it/s]
epoch 0 loss 0.22872:  78%|███████▊  | 4384/5632 [24:47<06:25,  3.24it/s]
epoch 0 loss 0.22867:  78%|███████▊  | 4384/5632 [24:47<06:25,  3.24it/s]
epoch 0 loss 0.22867:  78%|███████▊  | 4385/5632 [24:47<06:25,  3.24it/s]
epoch 0 loss 0.22864:  78%|███████▊  | 4385/5632 [24:48<06:25,  3.24it/s]
epoch 0 loss 0.22864:  78%|███████▊  | 4386/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22859:  78%|███████▊  | 4386/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22859:  78%|███████▊  | 4387/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22854:  78%|███████▊  | 4387/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22854:  78%|███████▊  | 4388/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22849:  78%|███████▊  | 4388/5632 [24:48<06:24,  3.24it/s]
epoch 0 loss 0.22849:  78%|███████▊  | 4389/5632 [24:48<06:24,  3.23it/s]
epoch 0 loss 0.22844:  78%|███████▊  | 4389/5632 [24:49<06:24,  3.23it/s]
epoch 0 loss 0.22844:  78%|███████▊  | 4390/5632 [24:49<06:24,  3.23it/s]
epoch 0 loss 0.22839:  78%|███████▊  | 4390/5632 [24:49<06:24,  3.23it/s]
epoch 0 loss 0.22839:  78%|███████▊  | 4391/5632 [24:49<06:23,  3.23it/s]
epoch 0 loss 0.22834:  78%|███████▊  | 4391/5632 [24:49<06:23,  3.23it/s]
epoch 0 loss 0.22834:  78%|███████▊  | 4392/5632 [24:49<06:23,  3.23it/s]
epoch 0 loss 0.22829:  78%|███████▊  | 4392/5632 [24:50<06:23,  3.23it/s]
epoch 0 loss 0.22829:  78%|███████▊  | 4393/5632 [24:50<06:23,  3.23it/s]
epoch 0 loss 0.22829:  78%|███████▊  | 4393/5632 [24:50<06:23,  3.23it/s]
epoch 0 loss 0.22829:  78%|███████▊  | 4394/5632 [24:50<06:23,  3.23it/s]
epoch 0 loss 0.22824:  78%|███████▊  | 4394/5632 [24:50<06:23,  3.23it/s]
epoch 0 loss 0.22824:  78%|███████▊  | 4395/5632 [24:50<06:22,  3.23it/s]
epoch 0 loss 0.22821:  78%|███████▊  | 4395/5632 [24:51<06:22,  3.23it/s]
epoch 0 loss 0.22821:  78%|███████▊  | 4396/5632 [24:51<06:22,  3.23it/s]
epoch 0 loss 0.22816:  78%|███████▊  | 4396/5632 [24:52<06:22,  3.23it/s]
epoch 0 loss 0.22816:  78%|███████▊  | 4397/5632 [24:52<13:40,  1.50it/s]
epoch 0 loss 0.22811:  78%|███████▊  | 4397/5632 [24:52<13:40,  1.50it/s]
epoch 0 loss 0.22811:  78%|███████▊  | 4398/5632 [24:52<11:28,  1.79it/s]
epoch 0 loss 0.22806:  78%|███████▊  | 4398/5632 [24:53<11:28,  1.79it/s]
epoch 0 loss 0.22806:  78%|███████▊  | 4399/5632 [24:53<09:56,  2.07it/s]
epoch 0 loss 0.22802:  78%|███████▊  | 4399/5632 [24:53<09:56,  2.07it/s]
epoch 0 loss 0.22802:  78%|███████▊  | 4400/5632 [24:53<08:51,  2.32it/s]
epoch 0 loss 0.22798:  78%|███████▊  | 4400/5632 [24:53<08:51,  2.32it/s]
epoch 0 loss 0.22798:  78%|███████▊  | 4401/5632 [24:53<08:06,  2.53it/s]
epoch 0 loss 0.22793:  78%|███████▊  | 4401/5632 [24:54<08:06,  2.53it/s]
epoch 0 loss 0.22793:  78%|███████▊  | 4402/5632 [24:54<07:34,  2.71it/s]
epoch 0 loss 0.22788:  78%|███████▊  | 4402/5632 [24:54<07:34,  2.71it/s]
epoch 0 loss 0.22788:  78%|███████▊  | 4403/5632 [24:54<07:11,  2.85it/s]
epoch 0 loss 0.22792:  78%|███████▊  | 4403/5632 [24:54<07:11,  2.85it/s]
epoch 0 loss 0.22792:  78%|███████▊  | 4404/5632 [24:54<06:55,  2.95it/s]
epoch 0 loss 0.22792:  78%|███████▊  | 4404/5632 [24:55<06:55,  2.95it/s]
epoch 0 loss 0.22792:  78%|███████▊  | 4405/5632 [24:55<06:44,  3.03it/s]
epoch 0 loss 0.22793:  78%|███████▊  | 4405/5632 [24:55<06:44,  3.03it/s]
epoch 0 loss 0.22793:  78%|███████▊  | 4406/5632 [24:55<06:36,  3.09it/s]
epoch 0 loss 0.22788:  78%|███████▊  | 4406/5632 [24:55<06:36,  3.09it/s]
epoch 0 loss 0.22788:  78%|███████▊  | 4407/5632 [24:55<06:31,  3.13it/s]
epoch 0 loss 0.22783:  78%|███████▊  | 4407/5632 [24:56<06:31,  3.13it/s]
epoch 0 loss 0.22783:  78%|███████▊  | 4408/5632 [24:56<06:27,  3.16it/s]
epoch 0 loss 0.22778:  78%|███████▊  | 4408/5632 [24:56<06:27,  3.16it/s]
epoch 0 loss 0.22778:  78%|███████▊  | 4409/5632 [24:56<06:24,  3.18it/s]
epoch 0 loss 0.22773:  78%|███████▊  | 4409/5632 [24:56<06:24,  3.18it/s]
epoch 0 loss 0.22773:  78%|███████▊  | 4410/5632 [24:56<06:22,  3.19it/s]
epoch 0 loss 0.22768:  78%|███████▊  | 4410/5632 [24:56<06:22,  3.19it/s]
epoch 0 loss 0.22768:  78%|███████▊  | 4411/5632 [24:56<06:21,  3.20it/s]
epoch 0 loss 0.22764:  78%|███████▊  | 4411/5632 [24:57<06:21,  3.20it/s]
epoch 0 loss 0.22764:  78%|███████▊  | 4412/5632 [24:57<06:19,  3.21it/s]
epoch 0 loss 0.22759:  78%|███████▊  | 4412/5632 [24:57<06:19,  3.21it/s]
epoch 0 loss 0.22759:  78%|███████▊  | 4413/5632 [24:57<06:18,  3.22it/s]
epoch 0 loss 0.22755:  78%|███████▊  | 4413/5632 [24:57<06:18,  3.22it/s]
epoch 0 loss 0.22755:  78%|███████▊  | 4414/5632 [24:57<06:17,  3.23it/s]
epoch 0 loss 0.2275:  78%|███████▊  | 4414/5632 [24:58<06:17,  3.23it/s] 
epoch 0 loss 0.2275:  78%|███████▊  | 4415/5632 [24:58<06:17,  3.23it/s]
epoch 0 loss 0.22745:  78%|███████▊  | 4415/5632 [24:58<06:17,  3.23it/s]
epoch 0 loss 0.22745:  78%|███████▊  | 4416/5632 [24:58<06:17,  3.22it/s]
epoch 0 loss 0.2274:  78%|███████▊  | 4416/5632 [24:58<06:17,  3.22it/s] 
epoch 0 loss 0.2274:  78%|███████▊  | 4417/5632 [24:58<06:16,  3.23it/s]
epoch 0 loss 0.22735:  78%|███████▊  | 4417/5632 [24:59<06:16,  3.23it/s]
epoch 0 loss 0.22735:  78%|███████▊  | 4418/5632 [24:59<06:16,  3.23it/s]
epoch 0 loss 0.2273:  78%|███████▊  | 4418/5632 [24:59<06:16,  3.23it/s] 
epoch 0 loss 0.2273:  78%|███████▊  | 4419/5632 [24:59<06:15,  3.23it/s]
epoch 0 loss 0.22725:  78%|███████▊  | 4419/5632 [24:59<06:15,  3.23it/s]
epoch 0 loss 0.22725:  78%|███████▊  | 4420/5632 [24:59<06:15,  3.22it/s]
epoch 0 loss 0.2272:  78%|███████▊  | 4420/5632 [25:00<06:15,  3.22it/s] 
epoch 0 loss 0.2272:  78%|███████▊  | 4421/5632 [25:00<06:14,  3.23it/s]
epoch 0 loss 0.22717:  78%|███████▊  | 4421/5632 [25:00<06:14,  3.23it/s]
epoch 0 loss 0.22717:  79%|███████▊  | 4422/5632 [25:00<06:14,  3.23it/s]
epoch 0 loss 0.22721:  79%|███████▊  | 4422/5632 [25:00<06:14,  3.23it/s]
epoch 0 loss 0.22721:  79%|███████▊  | 4423/5632 [25:00<06:14,  3.23it/s]
epoch 0 loss 0.22717:  79%|███████▊  | 4423/5632 [25:01<06:14,  3.23it/s]
epoch 0 loss 0.22717:  79%|███████▊  | 4424/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22712:  79%|███████▊  | 4424/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22712:  79%|███████▊  | 4425/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22707:  79%|███████▊  | 4425/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22707:  79%|███████▊  | 4426/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22702:  79%|███████▊  | 4426/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22702:  79%|███████▊  | 4427/5632 [25:01<06:13,  3.23it/s]
epoch 0 loss 0.22697:  79%|███████▊  | 4427/5632 [25:02<06:13,  3.23it/s]
epoch 0 loss 0.22697:  79%|███████▊  | 4428/5632 [25:02<06:12,  3.23it/s]
epoch 0 loss 0.22692:  79%|███████▊  | 4428/5632 [25:02<06:12,  3.23it/s]
epoch 0 loss 0.22692:  79%|███████▊  | 4429/5632 [25:02<06:12,  3.23it/s]
epoch 0 loss 0.22687:  79%|███████▊  | 4429/5632 [25:02<06:12,  3.23it/s]
epoch 0 loss 0.22687:  79%|███████▊  | 4430/5632 [25:02<06:12,  3.23it/s]
epoch 0 loss 0.22685:  79%|███████▊  | 4430/5632 [25:03<06:12,  3.23it/s]
epoch 0 loss 0.22685:  79%|███████▊  | 4431/5632 [25:03<06:11,  3.23it/s]
epoch 0 loss 0.22681:  79%|███████▊  | 4431/5632 [25:03<06:11,  3.23it/s]
epoch 0 loss 0.22681:  79%|███████▊  | 4432/5632 [25:03<06:11,  3.23it/s]
epoch 0 loss 0.22676:  79%|███████▊  | 4432/5632 [25:03<06:11,  3.23it/s]
epoch 0 loss 0.22676:  79%|███████▊  | 4433/5632 [25:03<06:11,  3.23it/s]
epoch 0 loss 0.22671:  79%|███████▊  | 4433/5632 [25:04<06:11,  3.23it/s]
epoch 0 loss 0.22671:  79%|███████▊  | 4434/5632 [25:04<06:10,  3.23it/s]
epoch 0 loss 0.22666:  79%|███████▊  | 4434/5632 [25:04<06:10,  3.23it/s]
epoch 0 loss 0.22666:  79%|███████▊  | 4435/5632 [25:04<06:10,  3.23it/s]
epoch 0 loss 0.22661:  79%|███████▊  | 4435/5632 [25:04<06:10,  3.23it/s]
epoch 0 loss 0.22661:  79%|███████▉  | 4436/5632 [25:04<06:09,  3.23it/s]
epoch 0 loss 0.2266:  79%|███████▉  | 4436/5632 [25:05<06:09,  3.23it/s] 
epoch 0 loss 0.2266:  79%|███████▉  | 4437/5632 [25:05<06:09,  3.23it/s]
epoch 0 loss 0.22655:  79%|███████▉  | 4437/5632 [25:05<06:09,  3.23it/s]
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epoch 0 loss 0.22645:  79%|███████▉  | 4443/5632 [25:08<11:44,  1.69it/s]
epoch 0 loss 0.22645:  79%|███████▉  | 4444/5632 [25:08<10:03,  1.97it/s]
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epoch 0 loss 0.2264:  79%|███████▉  | 4448/5632 [25:09<07:03,  2.80it/s]
epoch 0 loss 0.22639:  79%|███████▉  | 4448/5632 [25:09<07:03,  2.80it/s]
epoch 0 loss 0.22639:  79%|███████▉  | 4449/5632 [25:09<06:46,  2.91it/s]
epoch 0 loss 0.22635:  79%|███████▉  | 4449/5632 [25:09<06:46,  2.91it/s]
epoch 0 loss 0.22635:  79%|███████▉  | 4450/5632 [25:10<06:34,  3.00it/s]
epoch 0 loss 0.22634:  79%|███████▉  | 4450/5632 [25:10<06:34,  3.00it/s]
epoch 0 loss 0.22634:  79%|███████▉  | 4451/5632 [25:10<06:25,  3.06it/s]
epoch 0 loss 0.22639:  79%|███████▉  | 4451/5632 [25:10<06:25,  3.06it/s]
epoch 0 loss 0.22639:  79%|███████▉  | 4452/5632 [25:10<06:19,  3.11it/s]
epoch 0 loss 0.22634:  79%|███████▉  | 4452/5632 [25:10<06:19,  3.11it/s]
epoch 0 loss 0.22634:  79%|███████▉  | 4453/5632 [25:10<06:15,  3.14it/s]
epoch 0 loss 0.22629:  79%|███████▉  | 4453/5632 [25:11<06:15,  3.14it/s]
epoch 0 loss 0.22629:  79%|███████▉  | 4454/5632 [25:11<06:11,  3.17it/s]
epoch 0 loss 0.22625:  79%|███████▉  | 4454/5632 [25:11<06:11,  3.17it/s]
epoch 0 loss 0.22625:  79%|███████▉  | 4455/5632 [25:11<06:09,  3.19it/s]
epoch 0 loss 0.22628:  79%|███████▉  | 4455/5632 [25:11<06:09,  3.19it/s]
epoch 0 loss 0.22628:  79%|███████▉  | 4456/5632 [25:11<06:07,  3.20it/s]
epoch 0 loss 0.22628:  79%|███████▉  | 4456/5632 [25:12<06:07,  3.20it/s]
epoch 0 loss 0.22628:  79%|███████▉  | 4457/5632 [25:12<06:06,  3.21it/s]
epoch 0 loss 0.22623:  79%|███████▉  | 4457/5632 [25:12<06:06,  3.21it/s]
epoch 0 loss 0.22623:  79%|███████▉  | 4458/5632 [25:12<06:05,  3.22it/s]
epoch 0 loss 0.22618:  79%|███████▉  | 4458/5632 [25:12<06:05,  3.22it/s]
epoch 0 loss 0.22618:  79%|███████▉  | 4459/5632 [25:12<06:04,  3.22it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4459/5632 [25:13<06:04,  3.22it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4460/5632 [25:13<06:03,  3.23it/s]
epoch 0 loss 0.22623:  79%|███████▉  | 4460/5632 [25:13<06:03,  3.23it/s]
epoch 0 loss 0.22623:  79%|███████▉  | 4461/5632 [25:13<06:03,  3.22it/s]
epoch 0 loss 0.22629:  79%|███████▉  | 4461/5632 [25:13<06:03,  3.22it/s]
epoch 0 loss 0.22629:  79%|███████▉  | 4462/5632 [25:13<06:02,  3.23it/s]
epoch 0 loss 0.22624:  79%|███████▉  | 4462/5632 [25:14<06:02,  3.23it/s]
epoch 0 loss 0.22624:  79%|███████▉  | 4463/5632 [25:14<06:02,  3.23it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4463/5632 [25:14<06:02,  3.23it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4464/5632 [25:14<06:01,  3.23it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4464/5632 [25:14<06:01,  3.23it/s]
epoch 0 loss 0.22619:  79%|███████▉  | 4465/5632 [25:14<06:01,  3.23it/s]
epoch 0 loss 0.2262:  79%|███████▉  | 4465/5632 [25:14<06:01,  3.23it/s] 
epoch 0 loss 0.2262:  79%|███████▉  | 4466/5632 [25:14<06:01,  3.23it/s]
epoch 0 loss 0.22621:  79%|███████▉  | 4466/5632 [25:15<06:01,  3.23it/s]
epoch 0 loss 0.22621:  79%|███████▉  | 4467/5632 [25:15<06:00,  3.23it/s]
epoch 0 loss 0.22621:  79%|███████▉  | 4467/5632 [25:15<06:00,  3.23it/s]
epoch 0 loss 0.22621:  79%|███████▉  | 4468/5632 [25:15<06:00,  3.23it/s]
epoch 0 loss 0.22616:  79%|███████▉  | 4468/5632 [25:15<06:00,  3.23it/s]
epoch 0 loss 0.22616:  79%|███████▉  | 4469/5632 [25:15<05:59,  3.23it/s]
epoch 0 loss 0.22615:  79%|███████▉  | 4469/5632 [25:16<05:59,  3.23it/s]
epoch 0 loss 0.22615:  79%|███████▉  | 4470/5632 [25:16<05:59,  3.23it/s]
epoch 0 loss 0.22614:  79%|███████▉  | 4470/5632 [25:16<05:59,  3.23it/s]
epoch 0 loss 0.22614:  79%|███████▉  | 4471/5632 [25:16<05:59,  3.23it/s]
epoch 0 loss 0.22609:  79%|███████▉  | 4471/5632 [25:16<05:59,  3.23it/s]
epoch 0 loss 0.22609:  79%|███████▉  | 4472/5632 [25:16<05:58,  3.24it/s]
epoch 0 loss 0.22605:  79%|███████▉  | 4472/5632 [25:17<05:58,  3.24it/s]
epoch 0 loss 0.22605:  79%|███████▉  | 4473/5632 [25:17<05:58,  3.23it/s]
epoch 0 loss 0.22606:  79%|███████▉  | 4473/5632 [25:17<05:58,  3.23it/s]
epoch 0 loss 0.22606:  79%|███████▉  | 4474/5632 [25:17<05:58,  3.23it/s]
epoch 0 loss 0.22602:  79%|███████▉  | 4474/5632 [25:17<05:58,  3.23it/s]
epoch 0 loss 0.22602:  79%|███████▉  | 4475/5632 [25:17<05:57,  3.23it/s]
epoch 0 loss 0.22597:  79%|███████▉  | 4475/5632 [25:18<05:57,  3.23it/s]
epoch 0 loss 0.22597:  79%|███████▉  | 4476/5632 [25:18<05:57,  3.23it/s]
epoch 0 loss 0.22597:  79%|███████▉  | 4476/5632 [25:18<05:57,  3.23it/s]
epoch 0 loss 0.22597:  79%|███████▉  | 4477/5632 [25:18<05:56,  3.24it/s]
epoch 0 loss 0.22593:  79%|███████▉  | 4477/5632 [25:18<05:56,  3.24it/s]
epoch 0 loss 0.22593:  80%|███████▉  | 4478/5632 [25:18<05:56,  3.23it/s]
epoch 0 loss 0.22588:  80%|███████▉  | 4478/5632 [25:18<05:56,  3.23it/s]
epoch 0 loss 0.22588:  80%|███████▉  | 4479/5632 [25:18<05:56,  3.24it/s]
epoch 0 loss 0.22584:  80%|███████▉  | 4479/5632 [25:19<05:56,  3.24it/s]
epoch 0 loss 0.22584:  80%|███████▉  | 4480/5632 [25:19<05:56,  3.23it/s]
epoch 0 loss 0.22579:  80%|███████▉  | 4480/5632 [25:19<05:56,  3.23it/s]
epoch 0 loss 0.22579:  80%|███████▉  | 4481/5632 [25:19<05:56,  3.23it/s]
epoch 0 loss 0.22576:  80%|███████▉  | 4481/5632 [25:19<05:56,  3.23it/s]
epoch 0 loss 0.22576:  80%|███████▉  | 4482/5632 [25:19<05:55,  3.24it/s]
epoch 0 loss 0.22571:  80%|███████▉  | 4482/5632 [25:20<05:55,  3.24it/s]
epoch 0 loss 0.22571:  80%|███████▉  | 4483/5632 [25:20<05:55,  3.24it/s]
epoch 0 loss 0.22568:  80%|███████▉  | 4483/5632 [25:20<05:55,  3.24it/s]
epoch 0 loss 0.22568:  80%|███████▉  | 4484/5632 [25:20<05:54,  3.24it/s]
epoch 0 loss 0.22564:  80%|███████▉  | 4484/5632 [25:20<05:54,  3.24it/s]
epoch 0 loss 0.22564:  80%|███████▉  | 4485/5632 [25:20<05:54,  3.23it/s]
epoch 0 loss 0.22559:  80%|███████▉  | 4485/5632 [25:21<05:54,  3.23it/s]
epoch 0 loss 0.22559:  80%|███████▉  | 4486/5632 [25:21<05:54,  3.23it/s]
epoch 0 loss 0.22557:  80%|███████▉  | 4486/5632 [25:21<05:54,  3.23it/s]
epoch 0 loss 0.22557:  80%|███████▉  | 4487/5632 [25:21<05:54,  3.23it/s]
epoch 0 loss 0.22553:  80%|███████▉  | 4487/5632 [25:22<05:54,  3.23it/s]
epoch 0 loss 0.22553:  80%|███████▉  | 4488/5632 [25:22<12:13,  1.56it/s]
epoch 0 loss 0.22548:  80%|███████▉  | 4488/5632 [25:23<12:13,  1.56it/s]
epoch 0 loss 0.22548:  80%|███████▉  | 4489/5632 [25:23<10:19,  1.85it/s]
epoch 0 loss 0.22543:  80%|███████▉  | 4489/5632 [25:23<10:19,  1.85it/s]
epoch 0 loss 0.22543:  80%|███████▉  | 4490/5632 [25:23<08:59,  2.12it/s]
epoch 0 loss 0.22538:  80%|███████▉  | 4490/5632 [25:23<08:59,  2.12it/s]
epoch 0 loss 0.22538:  80%|███████▉  | 4491/5632 [25:23<08:02,  2.36it/s]
epoch 0 loss 0.22536:  80%|███████▉  | 4491/5632 [25:24<08:02,  2.36it/s]
epoch 0 loss 0.22536:  80%|███████▉  | 4492/5632 [25:24<07:23,  2.57it/s]
epoch 0 loss 0.22536:  80%|███████▉  | 4492/5632 [25:24<07:23,  2.57it/s]
epoch 0 loss 0.22536:  80%|███████▉  | 4493/5632 [25:24<06:56,  2.74it/s]
epoch 0 loss 0.22531:  80%|███████▉  | 4493/5632 [25:24<06:56,  2.74it/s]
epoch 0 loss 0.22531:  80%|███████▉  | 4494/5632 [25:24<06:36,  2.87it/s]
epoch 0 loss 0.22527:  80%|███████▉  | 4494/5632 [25:25<06:36,  2.87it/s]
epoch 0 loss 0.22527:  80%|███████▉  | 4495/5632 [25:25<06:23,  2.97it/s]
epoch 0 loss 0.22522:  80%|███████▉  | 4495/5632 [25:25<06:23,  2.97it/s]
epoch 0 loss 0.22522:  80%|███████▉  | 4496/5632 [25:25<06:13,  3.04it/s]
epoch 0 loss 0.22518:  80%|███████▉  | 4496/5632 [25:25<06:13,  3.04it/s]
epoch 0 loss 0.22518:  80%|███████▉  | 4497/5632 [25:25<06:06,  3.10it/s]
epoch 0 loss 0.22513:  80%|███████▉  | 4497/5632 [25:25<06:06,  3.10it/s]
epoch 0 loss 0.22513:  80%|███████▉  | 4498/5632 [25:25<06:01,  3.14it/s]
epoch 0 loss 0.22508:  80%|███████▉  | 4498/5632 [25:26<06:01,  3.14it/s]
epoch 0 loss 0.22508:  80%|███████▉  | 4499/5632 [25:26<05:57,  3.17it/s]
epoch 0 loss 0.22504:  80%|███████▉  | 4499/5632 [25:26<05:57,  3.17it/s]
epoch 0 loss 0.22504:  80%|███████▉  | 4500/5632 [25:26<05:55,  3.19it/s]
epoch 0 loss 0.22499:  80%|███████▉  | 4500/5632 [25:26<05:55,  3.19it/s]
epoch 0 loss 0.22499:  80%|███████▉  | 4501/5632 [25:26<05:53,  3.20it/s]
epoch 0 loss 0.22499:  80%|███████▉  | 4501/5632 [25:27<05:53,  3.20it/s]
epoch 0 loss 0.22499:  80%|███████▉  | 4502/5632 [25:27<05:51,  3.21it/s]
epoch 0 loss 0.22494:  80%|███████▉  | 4502/5632 [25:27<05:51,  3.21it/s]
epoch 0 loss 0.22494:  80%|███████▉  | 4503/5632 [25:27<05:50,  3.22it/s]
epoch 0 loss 0.22489:  80%|███████▉  | 4503/5632 [25:27<05:50,  3.22it/s]
epoch 0 loss 0.22489:  80%|███████▉  | 4504/5632 [25:27<05:50,  3.22it/s]
epoch 0 loss 0.22487:  80%|███████▉  | 4504/5632 [25:28<05:50,  3.22it/s]
epoch 0 loss 0.22487:  80%|███████▉  | 4505/5632 [25:28<05:49,  3.22it/s]
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epoch 0 loss 0.22483:  80%|████████  | 4506/5632 [25:28<05:49,  3.22it/s]
epoch 0 loss 0.22478:  80%|████████  | 4506/5632 [25:28<05:49,  3.22it/s]
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epoch 0 loss 0.22473:  80%|████████  | 4508/5632 [25:29<05:48,  3.23it/s]
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epoch 0 loss 0.22468:  80%|████████  | 4509/5632 [25:29<05:48,  3.22it/s]
epoch 0 loss 0.22472:  80%|████████  | 4509/5632 [25:29<05:48,  3.22it/s]
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epoch 0 loss 0.22467:  80%|████████  | 4510/5632 [25:29<05:47,  3.23it/s]
epoch 0 loss 0.22467:  80%|████████  | 4511/5632 [25:29<05:47,  3.22it/s]
epoch 0 loss 0.22466:  80%|████████  | 4511/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22466:  80%|████████  | 4512/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22467:  80%|████████  | 4512/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22467:  80%|████████  | 4513/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22463:  80%|████████  | 4513/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22463:  80%|████████  | 4514/5632 [25:30<05:47,  3.22it/s]
epoch 0 loss 0.22458:  80%|████████  | 4514/5632 [25:31<05:47,  3.22it/s]
epoch 0 loss 0.22458:  80%|████████  | 4515/5632 [25:31<05:45,  3.23it/s]
epoch 0 loss 0.22453:  80%|████████  | 4515/5632 [25:31<05:45,  3.23it/s]
epoch 0 loss 0.22453:  80%|████████  | 4516/5632 [25:31<05:46,  3.22it/s]
epoch 0 loss 0.22448:  80%|████████  | 4516/5632 [25:31<05:46,  3.22it/s]
epoch 0 loss 0.22448:  80%|████████  | 4517/5632 [25:31<05:45,  3.23it/s]
epoch 0 loss 0.22443:  80%|████████  | 4517/5632 [25:32<05:45,  3.23it/s]
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epoch 0 loss 0.22439:  80%|████████  | 4518/5632 [25:32<05:45,  3.22it/s]
epoch 0 loss 0.22439:  80%|████████  | 4519/5632 [25:32<05:44,  3.23it/s]
epoch 0 loss 0.22434:  80%|████████  | 4519/5632 [25:32<05:44,  3.23it/s]
epoch 0 loss 0.22434:  80%|████████  | 4520/5632 [25:32<05:46,  3.20it/s]
epoch 0 loss 0.22429:  80%|████████  | 4520/5632 [25:33<05:46,  3.20it/s]
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epoch 0 loss 0.22429:  80%|████████  | 4521/5632 [25:33<05:48,  3.19it/s]
epoch 0 loss 0.22429:  80%|████████  | 4522/5632 [25:33<05:48,  3.19it/s]
epoch 0 loss 0.22424:  80%|████████  | 4522/5632 [25:33<05:48,  3.19it/s]
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epoch 0 loss 0.2242:  80%|████████  | 4523/5632 [25:34<05:46,  3.20it/s] 
epoch 0 loss 0.2242:  80%|████████  | 4524/5632 [25:34<05:45,  3.21it/s]
epoch 0 loss 0.22415:  80%|████████  | 4524/5632 [25:34<05:45,  3.21it/s]
epoch 0 loss 0.22415:  80%|████████  | 4525/5632 [25:34<05:44,  3.21it/s]
epoch 0 loss 0.2241:  80%|████████  | 4525/5632 [25:34<05:44,  3.21it/s] 
epoch 0 loss 0.2241:  80%|████████  | 4526/5632 [25:34<05:43,  3.22it/s]
epoch 0 loss 0.22405:  80%|████████  | 4526/5632 [25:34<05:43,  3.22it/s]
epoch 0 loss 0.22405:  80%|████████  | 4527/5632 [25:34<05:43,  3.22it/s]
epoch 0 loss 0.224:  80%|████████  | 4527/5632 [25:35<05:43,  3.22it/s]  
epoch 0 loss 0.224:  80%|████████  | 4528/5632 [25:35<05:42,  3.23it/s]
epoch 0 loss 0.22396:  80%|████████  | 4528/5632 [25:36<05:42,  3.23it/s]
epoch 0 loss 0.22396:  80%|████████  | 4529/5632 [25:36<12:39,  1.45it/s]
epoch 0 loss 0.22391:  80%|████████  | 4529/5632 [25:37<12:39,  1.45it/s]
epoch 0 loss 0.22391:  80%|████████  | 4530/5632 [25:37<10:33,  1.74it/s]
epoch 0 loss 0.22386:  80%|████████  | 4530/5632 [25:37<10:33,  1.74it/s]
epoch 0 loss 0.22386:  80%|████████  | 4531/5632 [25:37<09:04,  2.02it/s]
epoch 0 loss 0.22381:  80%|████████  | 4531/5632 [25:37<09:04,  2.02it/s]
epoch 0 loss 0.22381:  80%|████████  | 4532/5632 [25:37<08:02,  2.28it/s]
epoch 0 loss 0.2239:  80%|████████  | 4532/5632 [25:38<08:02,  2.28it/s] 
epoch 0 loss 0.2239:  80%|████████  | 4533/5632 [25:38<07:19,  2.50it/s]
epoch 0 loss 0.22389:  80%|████████  | 4533/5632 [25:38<07:19,  2.50it/s]
epoch 0 loss 0.22389:  81%|████████  | 4534/5632 [25:38<06:49,  2.68it/s]
epoch 0 loss 0.22385:  81%|████████  | 4534/5632 [25:38<06:49,  2.68it/s]
epoch 0 loss 0.22385:  81%|████████  | 4535/5632 [25:38<06:28,  2.82it/s]
epoch 0 loss 0.2238:  81%|████████  | 4535/5632 [25:39<06:28,  2.82it/s] 
epoch 0 loss 0.2238:  81%|████████  | 4536/5632 [25:39<06:13,  2.93it/s]
epoch 0 loss 0.22375:  81%|████████  | 4536/5632 [25:39<06:13,  2.93it/s]
epoch 0 loss 0.22375:  81%|████████  | 4537/5632 [25:39<06:02,  3.02it/s]
epoch 0 loss 0.22377:  81%|████████  | 4537/5632 [25:39<06:02,  3.02it/s]
epoch 0 loss 0.22377:  81%|████████  | 4538/5632 [25:39<05:54,  3.08it/s]
epoch 0 loss 0.22372:  81%|████████  | 4538/5632 [25:39<05:54,  3.08it/s]
epoch 0 loss 0.22372:  81%|████████  | 4539/5632 [25:39<05:50,  3.12it/s]
epoch 0 loss 0.22367:  81%|████████  | 4539/5632 [25:40<05:50,  3.12it/s]
epoch 0 loss 0.22367:  81%|████████  | 4540/5632 [25:40<05:46,  3.15it/s]
epoch 0 loss 0.22369:  81%|████████  | 4540/5632 [25:40<05:46,  3.15it/s]
epoch 0 loss 0.22369:  81%|████████  | 4541/5632 [25:40<05:44,  3.17it/s]
epoch 0 loss 0.22367:  81%|████████  | 4541/5632 [25:40<05:44,  3.17it/s]
epoch 0 loss 0.22367:  81%|████████  | 4542/5632 [25:40<05:42,  3.18it/s]
epoch 0 loss 0.22364:  81%|████████  | 4542/5632 [25:41<05:42,  3.18it/s]
epoch 0 loss 0.22364:  81%|████████  | 4543/5632 [25:41<05:41,  3.19it/s]
epoch 0 loss 0.22373:  81%|████████  | 4543/5632 [25:41<05:41,  3.19it/s]
epoch 0 loss 0.22373:  81%|████████  | 4544/5632 [25:41<05:40,  3.20it/s]
epoch 0 loss 0.22368:  81%|████████  | 4544/5632 [25:41<05:40,  3.20it/s]
epoch 0 loss 0.22368:  81%|████████  | 4545/5632 [25:41<05:39,  3.20it/s]
epoch 0 loss 0.22363:  81%|████████  | 4545/5632 [25:42<05:39,  3.20it/s]
epoch 0 loss 0.22363:  81%|████████  | 4546/5632 [25:42<05:38,  3.21it/s]
epoch 0 loss 0.22359:  81%|████████  | 4546/5632 [25:42<05:38,  3.21it/s]
epoch 0 loss 0.22359:  81%|████████  | 4547/5632 [25:42<05:38,  3.21it/s]
epoch 0 loss 0.22358:  81%|████████  | 4547/5632 [25:42<05:38,  3.21it/s]
epoch 0 loss 0.22358:  81%|████████  | 4548/5632 [25:42<05:37,  3.21it/s]
epoch 0 loss 0.22353:  81%|████████  | 4548/5632 [25:43<05:37,  3.21it/s]
epoch 0 loss 0.22353:  81%|████████  | 4549/5632 [25:43<05:39,  3.19it/s]
epoch 0 loss 0.22357:  81%|████████  | 4549/5632 [25:43<05:39,  3.19it/s]
epoch 0 loss 0.22357:  81%|████████  | 4550/5632 [25:43<05:41,  3.17it/s]
epoch 0 loss 0.22353:  81%|████████  | 4550/5632 [25:43<05:41,  3.17it/s]
epoch 0 loss 0.22353:  81%|████████  | 4551/5632 [25:43<05:38,  3.19it/s]
epoch 0 loss 0.22352:  81%|████████  | 4551/5632 [25:43<05:38,  3.19it/s]
epoch 0 loss 0.22352:  81%|████████  | 4552/5632 [25:44<05:37,  3.20it/s]
epoch 0 loss 0.22349:  81%|████████  | 4552/5632 [25:44<05:37,  3.20it/s]
epoch 0 loss 0.22349:  81%|████████  | 4553/5632 [25:44<05:36,  3.21it/s]
epoch 0 loss 0.22347:  81%|████████  | 4553/5632 [25:44<05:36,  3.21it/s]
epoch 0 loss 0.22347:  81%|████████  | 4554/5632 [25:44<05:34,  3.22it/s]
epoch 0 loss 0.22342:  81%|████████  | 4554/5632 [25:44<05:34,  3.22it/s]
epoch 0 loss 0.22342:  81%|████████  | 4555/5632 [25:44<05:33,  3.23it/s]
epoch 0 loss 0.22337:  81%|████████  | 4555/5632 [25:45<05:33,  3.23it/s]
epoch 0 loss 0.22337:  81%|████████  | 4556/5632 [25:45<05:33,  3.23it/s]
epoch 0 loss 0.22333:  81%|████████  | 4556/5632 [25:45<05:33,  3.23it/s]
epoch 0 loss 0.22333:  81%|████████  | 4557/5632 [25:45<05:32,  3.23it/s]
epoch 0 loss 0.2233:  81%|████████  | 4557/5632 [25:45<05:32,  3.23it/s] 
epoch 0 loss 0.2233:  81%|████████  | 4558/5632 [25:45<05:32,  3.23it/s]
epoch 0 loss 0.22325:  81%|████████  | 4558/5632 [25:46<05:32,  3.23it/s]
epoch 0 loss 0.22325:  81%|████████  | 4559/5632 [25:46<05:31,  3.23it/s]
epoch 0 loss 0.22321:  81%|████████  | 4559/5632 [25:46<05:31,  3.23it/s]
epoch 0 loss 0.22321:  81%|████████  | 4560/5632 [25:46<05:31,  3.23it/s]
epoch 0 loss 0.22316:  81%|████████  | 4560/5632 [25:46<05:31,  3.23it/s]
epoch 0 loss 0.22316:  81%|████████  | 4561/5632 [25:46<05:31,  3.23it/s]
epoch 0 loss 0.22311:  81%|████████  | 4561/5632 [25:47<05:31,  3.23it/s]
epoch 0 loss 0.22311:  81%|████████  | 4562/5632 [25:47<05:31,  3.23it/s]
epoch 0 loss 0.22306:  81%|████████  | 4562/5632 [25:47<05:31,  3.23it/s]
epoch 0 loss 0.22306:  81%|████████  | 4563/5632 [25:47<05:30,  3.23it/s]
epoch 0 loss 0.22302:  81%|████████  | 4563/5632 [25:47<05:30,  3.23it/s]
epoch 0 loss 0.22302:  81%|████████  | 4564/5632 [25:47<05:30,  3.23it/s]
epoch 0 loss 0.22306:  81%|████████  | 4564/5632 [25:48<05:30,  3.23it/s]
epoch 0 loss 0.22306:  81%|████████  | 4565/5632 [25:48<05:30,  3.23it/s]
epoch 0 loss 0.22303:  81%|████████  | 4565/5632 [25:48<05:30,  3.23it/s]
epoch 0 loss 0.22303:  81%|████████  | 4566/5632 [25:48<05:29,  3.23it/s]
epoch 0 loss 0.22298:  81%|████████  | 4566/5632 [25:48<05:29,  3.23it/s]
epoch 0 loss 0.22298:  81%|████████  | 4567/5632 [25:48<05:29,  3.23it/s]
epoch 0 loss 0.22293:  81%|████████  | 4567/5632 [25:48<05:29,  3.23it/s]
epoch 0 loss 0.22293:  81%|████████  | 4568/5632 [25:48<05:28,  3.24it/s]
epoch 0 loss 0.22289:  81%|████████  | 4568/5632 [25:49<05:28,  3.24it/s]
epoch 0 loss 0.22289:  81%|████████  | 4569/5632 [25:49<05:28,  3.23it/s]
epoch 0 loss 0.22284:  81%|████████  | 4569/5632 [25:49<05:28,  3.23it/s]
epoch 0 loss 0.22284:  81%|████████  | 4570/5632 [25:49<05:28,  3.23it/s]
epoch 0 loss 0.22283:  81%|████████  | 4570/5632 [25:49<05:28,  3.23it/s]
epoch 0 loss 0.22283:  81%|████████  | 4571/5632 [25:49<05:27,  3.24it/s]
epoch 0 loss 0.22278:  81%|████████  | 4571/5632 [25:50<05:27,  3.24it/s]
epoch 0 loss 0.22278:  81%|████████  | 4572/5632 [25:50<05:27,  3.24it/s]
epoch 0 loss 0.22274:  81%|████████  | 4572/5632 [25:50<05:27,  3.24it/s]
epoch 0 loss 0.22274:  81%|████████  | 4573/5632 [25:50<05:26,  3.24it/s]
epoch 0 loss 0.22269:  81%|████████  | 4573/5632 [25:51<05:26,  3.24it/s]
epoch 0 loss 0.22269:  81%|████████  | 4574/5632 [25:51<11:21,  1.55it/s]
epoch 0 loss 0.22264:  81%|████████  | 4574/5632 [25:52<11:21,  1.55it/s]
epoch 0 loss 0.22264:  81%|████████  | 4575/5632 [25:52<09:34,  1.84it/s]
epoch 0 loss 0.2226:  81%|████████  | 4575/5632 [25:52<09:34,  1.84it/s] 
epoch 0 loss 0.2226:  81%|████████▏ | 4576/5632 [25:52<08:20,  2.11it/s]
epoch 0 loss 0.22255:  81%|████████▏ | 4576/5632 [25:52<08:20,  2.11it/s]
epoch 0 loss 0.22255:  81%|████████▏ | 4577/5632 [25:52<07:27,  2.36it/s]
epoch 0 loss 0.2225:  81%|████████▏ | 4577/5632 [25:53<07:27,  2.36it/s] 
epoch 0 loss 0.2225:  81%|████████▏ | 4578/5632 [25:53<06:50,  2.56it/s]
epoch 0 loss 0.22246:  81%|████████▏ | 4578/5632 [25:53<06:50,  2.56it/s]
epoch 0 loss 0.22246:  81%|████████▏ | 4579/5632 [25:53<06:25,  2.73it/s]
epoch 0 loss 0.22241:  81%|████████▏ | 4579/5632 [25:53<06:25,  2.73it/s]
epoch 0 loss 0.22241:  81%|████████▏ | 4580/5632 [25:53<06:09,  2.85it/s]
epoch 0 loss 0.22236:  81%|████████▏ | 4580/5632 [25:54<06:09,  2.85it/s]
epoch 0 loss 0.22236:  81%|████████▏ | 4581/5632 [25:54<05:57,  2.94it/s]
epoch 0 loss 0.22234:  81%|████████▏ | 4581/5632 [25:54<05:57,  2.94it/s]
epoch 0 loss 0.22234:  81%|████████▏ | 4582/5632 [25:54<05:48,  3.02it/s]
epoch 0 loss 0.2223:  81%|████████▏ | 4582/5632 [25:54<05:48,  3.02it/s] 
epoch 0 loss 0.2223:  81%|████████▏ | 4583/5632 [25:54<05:41,  3.07it/s]
epoch 0 loss 0.22225:  81%|████████▏ | 4583/5632 [25:55<05:41,  3.07it/s]
epoch 0 loss 0.22225:  81%|████████▏ | 4584/5632 [25:55<05:35,  3.12it/s]
epoch 0 loss 0.2222:  81%|████████▏ | 4584/5632 [25:55<05:35,  3.12it/s] 
epoch 0 loss 0.2222:  81%|████████▏ | 4585/5632 [25:55<05:32,  3.15it/s]
epoch 0 loss 0.22219:  81%|████████▏ | 4585/5632 [25:55<05:32,  3.15it/s]
epoch 0 loss 0.22219:  81%|████████▏ | 4586/5632 [25:55<05:29,  3.17it/s]
epoch 0 loss 0.22224:  81%|████████▏ | 4586/5632 [25:55<05:29,  3.17it/s]
epoch 0 loss 0.22224:  81%|████████▏ | 4587/5632 [25:55<05:27,  3.19it/s]
epoch 0 loss 0.22219:  81%|████████▏ | 4587/5632 [25:56<05:27,  3.19it/s]
epoch 0 loss 0.22219:  81%|████████▏ | 4588/5632 [25:56<05:25,  3.20it/s]
epoch 0 loss 0.22215:  81%|████████▏ | 4588/5632 [25:56<05:25,  3.20it/s]
epoch 0 loss 0.22215:  81%|████████▏ | 4589/5632 [25:56<05:24,  3.21it/s]
epoch 0 loss 0.2221:  81%|████████▏ | 4589/5632 [25:56<05:24,  3.21it/s] 
epoch 0 loss 0.2221:  81%|████████▏ | 4590/5632 [25:56<05:23,  3.22it/s]
epoch 0 loss 0.22205:  81%|████████▏ | 4590/5632 [25:57<05:23,  3.22it/s]
epoch 0 loss 0.22205:  82%|████████▏ | 4591/5632 [25:57<05:22,  3.23it/s]
epoch 0 loss 0.22201:  82%|████████▏ | 4591/5632 [25:57<05:22,  3.23it/s]
epoch 0 loss 0.22201:  82%|████████▏ | 4592/5632 [25:57<05:22,  3.22it/s]
epoch 0 loss 0.22196:  82%|████████▏ | 4592/5632 [25:57<05:22,  3.22it/s]
epoch 0 loss 0.22196:  82%|████████▏ | 4593/5632 [25:57<05:22,  3.22it/s]
epoch 0 loss 0.22191:  82%|████████▏ | 4593/5632 [25:58<05:22,  3.22it/s]
epoch 0 loss 0.22191:  82%|████████▏ | 4594/5632 [25:58<05:21,  3.23it/s]
epoch 0 loss 0.22187:  82%|████████▏ | 4594/5632 [25:58<05:21,  3.23it/s]
epoch 0 loss 0.22187:  82%|████████▏ | 4595/5632 [25:58<05:21,  3.23it/s]
epoch 0 loss 0.22188:  82%|████████▏ | 4595/5632 [25:58<05:21,  3.23it/s]
epoch 0 loss 0.22188:  82%|████████▏ | 4596/5632 [25:58<05:20,  3.23it/s]
epoch 0 loss 0.22183:  82%|████████▏ | 4596/5632 [25:59<05:20,  3.23it/s]
epoch 0 loss 0.22183:  82%|████████▏ | 4597/5632 [25:59<05:21,  3.22it/s]
epoch 0 loss 0.22178:  82%|████████▏ | 4597/5632 [25:59<05:21,  3.22it/s]
epoch 0 loss 0.22178:  82%|████████▏ | 4598/5632 [25:59<05:20,  3.23it/s]
epoch 0 loss 0.22174:  82%|████████▏ | 4598/5632 [25:59<05:20,  3.23it/s]
epoch 0 loss 0.22174:  82%|████████▏ | 4599/5632 [25:59<05:20,  3.23it/s]
epoch 0 loss 0.22169:  82%|████████▏ | 4599/5632 [25:59<05:20,  3.23it/s]
epoch 0 loss 0.22169:  82%|████████▏ | 4600/5632 [25:59<05:19,  3.23it/s]
epoch 0 loss 0.22165:  82%|████████▏ | 4600/5632 [26:00<05:19,  3.23it/s]
epoch 0 loss 0.22165:  82%|████████▏ | 4601/5632 [26:00<05:19,  3.23it/s]
epoch 0 loss 0.2216:  82%|████████▏ | 4601/5632 [26:00<05:19,  3.23it/s] 
epoch 0 loss 0.2216:  82%|████████▏ | 4602/5632 [26:00<05:18,  3.23it/s]
epoch 0 loss 0.2216:  82%|████████▏ | 4602/5632 [26:00<05:18,  3.23it/s]
epoch 0 loss 0.2216:  82%|████████▏ | 4603/5632 [26:00<05:17,  3.24it/s]
epoch 0 loss 0.22155:  82%|████████▏ | 4603/5632 [26:01<05:17,  3.24it/s]
epoch 0 loss 0.22155:  82%|████████▏ | 4604/5632 [26:01<05:18,  3.23it/s]
epoch 0 loss 0.2215:  82%|████████▏ | 4604/5632 [26:01<05:18,  3.23it/s] 
epoch 0 loss 0.2215:  82%|████████▏ | 4605/5632 [26:01<05:17,  3.23it/s]
epoch 0 loss 0.22146:  82%|████████▏ | 4605/5632 [26:01<05:17,  3.23it/s]
epoch 0 loss 0.22146:  82%|████████▏ | 4606/5632 [26:01<05:18,  3.23it/s]
epoch 0 loss 0.22142:  82%|████████▏ | 4606/5632 [26:02<05:18,  3.23it/s]
epoch 0 loss 0.22142:  82%|████████▏ | 4607/5632 [26:02<05:18,  3.22it/s]
epoch 0 loss 0.22137:  82%|████████▏ | 4607/5632 [26:02<05:18,  3.22it/s]
epoch 0 loss 0.22137:  82%|████████▏ | 4608/5632 [26:02<05:17,  3.22it/s]
epoch 0 loss 0.22133:  82%|████████▏ | 4608/5632 [26:02<05:17,  3.22it/s]
epoch 0 loss 0.22133:  82%|████████▏ | 4609/5632 [26:02<05:17,  3.22it/s]
epoch 0 loss 0.22136:  82%|████████▏ | 4609/5632 [26:03<05:17,  3.22it/s]
epoch 0 loss 0.22136:  82%|████████▏ | 4610/5632 [26:03<05:18,  3.20it/s]
epoch 0 loss 0.22131:  82%|████████▏ | 4610/5632 [26:03<05:18,  3.20it/s]
epoch 0 loss 0.22131:  82%|████████▏ | 4611/5632 [26:03<05:17,  3.21it/s]
epoch 0 loss 0.22131:  82%|████████▏ | 4611/5632 [26:03<05:17,  3.21it/s]
epoch 0 loss 0.22131:  82%|████████▏ | 4612/5632 [26:03<05:16,  3.22it/s]
epoch 0 loss 0.22126:  82%|████████▏ | 4612/5632 [26:04<05:16,  3.22it/s]
epoch 0 loss 0.22126:  82%|████████▏ | 4613/5632 [26:04<05:16,  3.22it/s]
epoch 0 loss 0.22126:  82%|████████▏ | 4613/5632 [26:04<05:16,  3.22it/s]
epoch 0 loss 0.22126:  82%|████████▏ | 4614/5632 [26:04<05:15,  3.23it/s]
epoch 0 loss 0.22121:  82%|████████▏ | 4614/5632 [26:04<05:15,  3.23it/s]
epoch 0 loss 0.22121:  82%|████████▏ | 4615/5632 [26:04<05:14,  3.23it/s]
epoch 0 loss 0.22116:  82%|████████▏ | 4615/5632 [26:04<05:14,  3.23it/s]
epoch 0 loss 0.22116:  82%|████████▏ | 4616/5632 [26:04<05:14,  3.23it/s]
epoch 0 loss 0.22112:  82%|████████▏ | 4616/5632 [26:05<05:14,  3.23it/s]
epoch 0 loss 0.22112:  82%|████████▏ | 4617/5632 [26:05<05:13,  3.23it/s]
epoch 0 loss 0.22107:  82%|████████▏ | 4617/5632 [26:05<05:13,  3.23it/s]
epoch 0 loss 0.22107:  82%|████████▏ | 4618/5632 [26:05<05:13,  3.23it/s]
epoch 0 loss 0.22102:  82%|████████▏ | 4618/5632 [26:05<05:13,  3.23it/s]
epoch 0 loss 0.22102:  82%|████████▏ | 4619/5632 [26:05<05:13,  3.24it/s]
epoch 0 loss 0.22098:  82%|████████▏ | 4619/5632 [26:07<05:13,  3.24it/s]
epoch 0 loss 0.22098:  82%|████████▏ | 4620/5632 [26:07<10:34,  1.59it/s]
epoch 0 loss 0.22093:  82%|████████▏ | 4620/5632 [26:07<10:34,  1.59it/s]
epoch 0 loss 0.22093:  82%|████████▏ | 4621/5632 [26:07<08:57,  1.88it/s]
epoch 0 loss 0.22089:  82%|████████▏ | 4621/5632 [26:07<08:57,  1.88it/s]
epoch 0 loss 0.22089:  82%|████████▏ | 4622/5632 [26:07<07:50,  2.15it/s]
epoch 0 loss 0.22084:  82%|████████▏ | 4622/5632 [26:08<07:50,  2.15it/s]
epoch 0 loss 0.22084:  82%|████████▏ | 4623/5632 [26:08<07:02,  2.39it/s]
epoch 0 loss 0.22079:  82%|████████▏ | 4623/5632 [26:08<07:02,  2.39it/s]
epoch 0 loss 0.22079:  82%|████████▏ | 4624/5632 [26:08<06:29,  2.59it/s]
epoch 0 loss 0.22075:  82%|████████▏ | 4624/5632 [26:08<06:29,  2.59it/s]
epoch 0 loss 0.22075:  82%|████████▏ | 4625/5632 [26:08<06:05,  2.75it/s]
epoch 0 loss 0.2207:  82%|████████▏ | 4625/5632 [26:09<06:05,  2.75it/s] 
epoch 0 loss 0.2207:  82%|████████▏ | 4626/5632 [26:09<05:48,  2.88it/s]
epoch 0 loss 0.22065:  82%|████████▏ | 4626/5632 [26:09<05:48,  2.88it/s]
epoch 0 loss 0.22065:  82%|████████▏ | 4627/5632 [26:09<05:37,  2.98it/s]
epoch 0 loss 0.22061:  82%|████████▏ | 4627/5632 [26:09<05:37,  2.98it/s]
epoch 0 loss 0.22061:  82%|████████▏ | 4628/5632 [26:09<05:28,  3.05it/s]
epoch 0 loss 0.22058:  82%|████████▏ | 4628/5632 [26:10<05:28,  3.05it/s]
epoch 0 loss 0.22058:  82%|████████▏ | 4629/5632 [26:10<05:23,  3.10it/s]
epoch 0 loss 0.22053:  82%|████████▏ | 4629/5632 [26:10<05:23,  3.10it/s]
epoch 0 loss 0.22053:  82%|████████▏ | 4630/5632 [26:10<05:19,  3.14it/s]
epoch 0 loss 0.22049:  82%|████████▏ | 4630/5632 [26:10<05:19,  3.14it/s]
epoch 0 loss 0.22049:  82%|████████▏ | 4631/5632 [26:10<05:15,  3.17it/s]
epoch 0 loss 0.22045:  82%|████████▏ | 4631/5632 [26:10<05:15,  3.17it/s]
epoch 0 loss 0.22045:  82%|████████▏ | 4632/5632 [26:10<05:13,  3.19it/s]
epoch 0 loss 0.22046:  82%|████████▏ | 4632/5632 [26:11<05:13,  3.19it/s]
epoch 0 loss 0.22046:  82%|████████▏ | 4633/5632 [26:11<05:12,  3.20it/s]
epoch 0 loss 0.22041:  82%|████████▏ | 4633/5632 [26:11<05:12,  3.20it/s]
epoch 0 loss 0.22041:  82%|████████▏ | 4634/5632 [26:11<05:10,  3.21it/s]
epoch 0 loss 0.22039:  82%|████████▏ | 4634/5632 [26:11<05:10,  3.21it/s]
epoch 0 loss 0.22039:  82%|████████▏ | 4635/5632 [26:11<05:09,  3.22it/s]
epoch 0 loss 0.22035:  82%|████████▏ | 4635/5632 [26:12<05:09,  3.22it/s]
epoch 0 loss 0.22035:  82%|████████▏ | 4636/5632 [26:12<05:08,  3.23it/s]
epoch 0 loss 0.2203:  82%|████████▏ | 4636/5632 [26:12<05:08,  3.23it/s] 
epoch 0 loss 0.2203:  82%|████████▏ | 4637/5632 [26:12<05:08,  3.23it/s]
epoch 0 loss 0.22026:  82%|████████▏ | 4637/5632 [26:12<05:08,  3.23it/s]
epoch 0 loss 0.22026:  82%|████████▏ | 4638/5632 [26:12<05:07,  3.23it/s]
epoch 0 loss 0.22021:  82%|████████▏ | 4638/5632 [26:13<05:07,  3.23it/s]
epoch 0 loss 0.22021:  82%|████████▏ | 4639/5632 [26:13<05:07,  3.23it/s]
epoch 0 loss 0.22017:  82%|████████▏ | 4639/5632 [26:13<05:07,  3.23it/s]
epoch 0 loss 0.22017:  82%|████████▏ | 4640/5632 [26:13<05:06,  3.23it/s]
epoch 0 loss 0.22019:  82%|████████▏ | 4640/5632 [26:13<05:06,  3.23it/s]
epoch 0 loss 0.22019:  82%|████████▏ | 4641/5632 [26:13<05:06,  3.23it/s]
epoch 0 loss 0.22015:  82%|████████▏ | 4641/5632 [26:14<05:06,  3.23it/s]
epoch 0 loss 0.22015:  82%|████████▏ | 4642/5632 [26:14<05:06,  3.23it/s]
epoch 0 loss 0.2201:  82%|████████▏ | 4642/5632 [26:14<05:06,  3.23it/s] 
epoch 0 loss 0.2201:  82%|████████▏ | 4643/5632 [26:14<05:06,  3.23it/s]
epoch 0 loss 0.22005:  82%|████████▏ | 4643/5632 [26:14<05:06,  3.23it/s]
epoch 0 loss 0.22005:  82%|████████▏ | 4644/5632 [26:14<05:05,  3.23it/s]
epoch 0 loss 0.22001:  82%|████████▏ | 4644/5632 [26:14<05:05,  3.23it/s]
epoch 0 loss 0.22001:  82%|████████▏ | 4645/5632 [26:14<05:05,  3.23it/s]
epoch 0 loss 0.21996:  82%|████████▏ | 4645/5632 [26:15<05:05,  3.23it/s]
epoch 0 loss 0.21996:  82%|████████▏ | 4646/5632 [26:15<05:04,  3.23it/s]
epoch 0 loss 0.21992:  82%|████████▏ | 4646/5632 [26:15<05:04,  3.23it/s]
epoch 0 loss 0.21992:  83%|████████▎ | 4647/5632 [26:15<05:04,  3.23it/s]
epoch 0 loss 0.21987:  83%|████████▎ | 4647/5632 [26:15<05:04,  3.23it/s]
epoch 0 loss 0.21987:  83%|████████▎ | 4648/5632 [26:15<05:04,  3.23it/s]
epoch 0 loss 0.21982:  83%|████████▎ | 4648/5632 [26:16<05:04,  3.23it/s]
epoch 0 loss 0.21982:  83%|████████▎ | 4649/5632 [26:16<05:04,  3.23it/s]
epoch 0 loss 0.21978:  83%|████████▎ | 4649/5632 [26:16<05:04,  3.23it/s]
epoch 0 loss 0.21978:  83%|████████▎ | 4650/5632 [26:16<05:03,  3.23it/s]
epoch 0 loss 0.21983:  83%|████████▎ | 4650/5632 [26:16<05:03,  3.23it/s]
epoch 0 loss 0.21983:  83%|████████▎ | 4651/5632 [26:16<05:03,  3.23it/s]
epoch 0 loss 0.21979:  83%|████████▎ | 4651/5632 [26:17<05:03,  3.23it/s]
epoch 0 loss 0.21979:  83%|████████▎ | 4652/5632 [26:17<05:03,  3.23it/s]
epoch 0 loss 0.21985:  83%|████████▎ | 4652/5632 [26:17<05:03,  3.23it/s]
epoch 0 loss 0.21985:  83%|████████▎ | 4653/5632 [26:17<05:02,  3.23it/s]
epoch 0 loss 0.2198:  83%|████████▎ | 4653/5632 [26:17<05:02,  3.23it/s] 
epoch 0 loss 0.2198:  83%|████████▎ | 4654/5632 [26:17<05:02,  3.23it/s]
epoch 0 loss 0.21976:  83%|████████▎ | 4654/5632 [26:18<05:02,  3.23it/s]
epoch 0 loss 0.21976:  83%|████████▎ | 4655/5632 [26:18<05:01,  3.24it/s]
epoch 0 loss 0.21971:  83%|████████▎ | 4655/5632 [26:18<05:01,  3.24it/s]
epoch 0 loss 0.21971:  83%|████████▎ | 4656/5632 [26:18<05:01,  3.23it/s]
epoch 0 loss 0.21966:  83%|████████▎ | 4656/5632 [26:18<05:01,  3.23it/s]
epoch 0 loss 0.21966:  83%|████████▎ | 4657/5632 [26:18<05:01,  3.23it/s]
epoch 0 loss 0.21962:  83%|████████▎ | 4657/5632 [26:18<05:01,  3.23it/s]
epoch 0 loss 0.21962:  83%|████████▎ | 4658/5632 [26:18<05:01,  3.23it/s]
epoch 0 loss 0.21957:  83%|████████▎ | 4658/5632 [26:19<05:01,  3.23it/s]
epoch 0 loss 0.21957:  83%|████████▎ | 4659/5632 [26:19<05:00,  3.23it/s]
epoch 0 loss 0.21953:  83%|████████▎ | 4659/5632 [26:19<05:00,  3.23it/s]
epoch 0 loss 0.21953:  83%|████████▎ | 4660/5632 [26:19<05:00,  3.23it/s]
epoch 0 loss 0.21948:  83%|████████▎ | 4660/5632 [26:19<05:00,  3.23it/s]
epoch 0 loss 0.21948:  83%|████████▎ | 4661/5632 [26:19<05:00,  3.23it/s]
epoch 0 loss 0.21943:  83%|████████▎ | 4661/5632 [26:20<05:00,  3.23it/s]
epoch 0 loss 0.21943:  83%|████████▎ | 4662/5632 [26:20<05:00,  3.23it/s]
epoch 0 loss 0.21939:  83%|████████▎ | 4662/5632 [26:20<05:00,  3.23it/s]
epoch 0 loss 0.21939:  83%|████████▎ | 4663/5632 [26:20<04:59,  3.23it/s]
epoch 0 loss 0.21934:  83%|████████▎ | 4663/5632 [26:20<04:59,  3.23it/s]
epoch 0 loss 0.21934:  83%|████████▎ | 4664/5632 [26:20<04:59,  3.23it/s]
epoch 0 loss 0.21935:  83%|████████▎ | 4664/5632 [26:21<04:59,  3.23it/s]
epoch 0 loss 0.21935:  83%|████████▎ | 4665/5632 [26:21<04:59,  3.23it/s]
epoch 0 loss 0.21939:  83%|████████▎ | 4665/5632 [26:22<04:59,  3.23it/s]
epoch 0 loss 0.21939:  83%|████████▎ | 4666/5632 [26:22<10:40,  1.51it/s]
epoch 0 loss 0.21934:  83%|████████▎ | 4666/5632 [26:22<10:40,  1.51it/s]
epoch 0 loss 0.21934:  83%|████████▎ | 4667/5632 [26:22<08:56,  1.80it/s]
epoch 0 loss 0.21929:  83%|████████▎ | 4667/5632 [26:23<08:56,  1.80it/s]
epoch 0 loss 0.21929:  83%|████████▎ | 4668/5632 [26:23<07:44,  2.07it/s]
epoch 0 loss 0.21925:  83%|████████▎ | 4668/5632 [26:23<07:44,  2.07it/s]
epoch 0 loss 0.21925:  83%|████████▎ | 4669/5632 [26:23<06:54,  2.32it/s]
epoch 0 loss 0.2192:  83%|████████▎ | 4669/5632 [26:23<06:54,  2.32it/s] 
epoch 0 loss 0.2192:  83%|████████▎ | 4670/5632 [26:23<06:18,  2.54it/s]
epoch 0 loss 0.21926:  83%|████████▎ | 4670/5632 [26:24<06:18,  2.54it/s]
epoch 0 loss 0.21926:  83%|████████▎ | 4671/5632 [26:24<05:53,  2.72it/s]
epoch 0 loss 0.21921:  83%|████████▎ | 4671/5632 [26:24<05:53,  2.72it/s]
epoch 0 loss 0.21921:  83%|████████▎ | 4672/5632 [26:24<05:36,  2.85it/s]
epoch 0 loss 0.21917:  83%|████████▎ | 4672/5632 [26:24<05:36,  2.85it/s]
epoch 0 loss 0.21917:  83%|████████▎ | 4673/5632 [26:24<05:24,  2.96it/s]
epoch 0 loss 0.21912:  83%|████████▎ | 4673/5632 [26:25<05:24,  2.96it/s]
epoch 0 loss 0.21912:  83%|████████▎ | 4674/5632 [26:25<05:15,  3.04it/s]
epoch 0 loss 0.21908:  83%|████████▎ | 4674/5632 [26:25<05:15,  3.04it/s]
epoch 0 loss 0.21908:  83%|████████▎ | 4675/5632 [26:25<05:09,  3.10it/s]
epoch 0 loss 0.21903:  83%|████████▎ | 4675/5632 [26:25<05:09,  3.10it/s]
epoch 0 loss 0.21903:  83%|████████▎ | 4676/5632 [26:25<05:04,  3.14it/s]
epoch 0 loss 0.21902:  83%|████████▎ | 4676/5632 [26:26<05:04,  3.14it/s]
epoch 0 loss 0.21902:  83%|████████▎ | 4677/5632 [26:26<05:01,  3.17it/s]
epoch 0 loss 0.21897:  83%|████████▎ | 4677/5632 [26:26<05:01,  3.17it/s]
epoch 0 loss 0.21897:  83%|████████▎ | 4678/5632 [26:26<04:59,  3.19it/s]
epoch 0 loss 0.21893:  83%|████████▎ | 4678/5632 [26:26<04:59,  3.19it/s]
epoch 0 loss 0.21893:  83%|████████▎ | 4679/5632 [26:26<04:58,  3.20it/s]
epoch 0 loss 0.21888:  83%|████████▎ | 4679/5632 [26:26<04:58,  3.20it/s]
epoch 0 loss 0.21888:  83%|████████▎ | 4680/5632 [26:26<04:57,  3.20it/s]
epoch 0 loss 0.21884:  83%|████████▎ | 4680/5632 [26:27<04:57,  3.20it/s]
epoch 0 loss 0.21884:  83%|████████▎ | 4681/5632 [26:27<04:57,  3.20it/s]
epoch 0 loss 0.21879:  83%|████████▎ | 4681/5632 [26:27<04:57,  3.20it/s]
epoch 0 loss 0.21879:  83%|████████▎ | 4682/5632 [26:27<04:56,  3.20it/s]
epoch 0 loss 0.21875:  83%|████████▎ | 4682/5632 [26:27<04:56,  3.20it/s]
epoch 0 loss 0.21875:  83%|████████▎ | 4683/5632 [26:27<04:55,  3.21it/s]
epoch 0 loss 0.2187:  83%|████████▎ | 4683/5632 [26:28<04:55,  3.21it/s] 
epoch 0 loss 0.2187:  83%|████████▎ | 4684/5632 [26:28<04:55,  3.21it/s]
epoch 0 loss 0.21868:  83%|████████▎ | 4684/5632 [26:28<04:55,  3.21it/s]
epoch 0 loss 0.21868:  83%|████████▎ | 4685/5632 [26:28<04:54,  3.22it/s]
epoch 0 loss 0.21863:  83%|████████▎ | 4685/5632 [26:28<04:54,  3.22it/s]
epoch 0 loss 0.21863:  83%|████████▎ | 4686/5632 [26:28<04:53,  3.22it/s]
epoch 0 loss 0.21859:  83%|████████▎ | 4686/5632 [26:29<04:53,  3.22it/s]
epoch 0 loss 0.21859:  83%|████████▎ | 4687/5632 [26:29<04:53,  3.22it/s]
epoch 0 loss 0.21854:  83%|████████▎ | 4687/5632 [26:29<04:53,  3.22it/s]
epoch 0 loss 0.21854:  83%|████████▎ | 4688/5632 [26:29<04:53,  3.21it/s]
epoch 0 loss 0.2185:  83%|████████▎ | 4688/5632 [26:29<04:53,  3.21it/s] 
epoch 0 loss 0.2185:  83%|████████▎ | 4689/5632 [26:29<04:53,  3.21it/s]
epoch 0 loss 0.21846:  83%|████████▎ | 4689/5632 [26:30<04:53,  3.21it/s]
epoch 0 loss 0.21846:  83%|████████▎ | 4690/5632 [26:30<04:53,  3.21it/s]
epoch 0 loss 0.21841:  83%|████████▎ | 4690/5632 [26:30<04:53,  3.21it/s]
epoch 0 loss 0.21841:  83%|████████▎ | 4691/5632 [26:30<04:52,  3.22it/s]
epoch 0 loss 0.21837:  83%|████████▎ | 4691/5632 [26:30<04:52,  3.22it/s]
epoch 0 loss 0.21837:  83%|████████▎ | 4692/5632 [26:30<04:51,  3.23it/s]
epoch 0 loss 0.21832:  83%|████████▎ | 4692/5632 [26:31<04:51,  3.23it/s]
epoch 0 loss 0.21832:  83%|████████▎ | 4693/5632 [26:31<04:51,  3.23it/s]
epoch 0 loss 0.21828:  83%|████████▎ | 4693/5632 [26:31<04:51,  3.23it/s]
epoch 0 loss 0.21828:  83%|████████▎ | 4694/5632 [26:31<04:50,  3.23it/s]
epoch 0 loss 0.21829:  83%|████████▎ | 4694/5632 [26:31<04:50,  3.23it/s]
epoch 0 loss 0.21829:  83%|████████▎ | 4695/5632 [26:31<04:49,  3.23it/s]
epoch 0 loss 0.2183:  83%|████████▎ | 4695/5632 [26:31<04:49,  3.23it/s] 
epoch 0 loss 0.2183:  83%|████████▎ | 4696/5632 [26:31<04:49,  3.23it/s]
epoch 0 loss 0.21826:  83%|████████▎ | 4696/5632 [26:32<04:49,  3.23it/s]
epoch 0 loss 0.21826:  83%|████████▎ | 4697/5632 [26:32<04:49,  3.23it/s]
epoch 0 loss 0.21824:  83%|████████▎ | 4697/5632 [26:32<04:49,  3.23it/s]
epoch 0 loss 0.21824:  83%|████████▎ | 4698/5632 [26:32<04:49,  3.23it/s]
epoch 0 loss 0.21819:  83%|████████▎ | 4698/5632 [26:32<04:49,  3.23it/s]
epoch 0 loss 0.21819:  83%|████████▎ | 4699/5632 [26:32<04:48,  3.23it/s]
epoch 0 loss 0.21815:  83%|████████▎ | 4699/5632 [26:33<04:48,  3.23it/s]
epoch 0 loss 0.21815:  83%|████████▎ | 4700/5632 [26:33<04:48,  3.23it/s]
epoch 0 loss 0.2181:  83%|████████▎ | 4700/5632 [26:33<04:48,  3.23it/s] 
epoch 0 loss 0.2181:  83%|████████▎ | 4701/5632 [26:33<04:48,  3.23it/s]
epoch 0 loss 0.21805:  83%|████████▎ | 4701/5632 [26:33<04:48,  3.23it/s]
epoch 0 loss 0.21805:  83%|████████▎ | 4702/5632 [26:33<04:47,  3.23it/s]
epoch 0 loss 0.21802:  83%|████████▎ | 4702/5632 [26:34<04:47,  3.23it/s]
epoch 0 loss 0.21802:  84%|████████▎ | 4703/5632 [26:34<04:47,  3.23it/s]
epoch 0 loss 0.21797:  84%|████████▎ | 4703/5632 [26:34<04:47,  3.23it/s]
epoch 0 loss 0.21797:  84%|████████▎ | 4704/5632 [26:34<04:46,  3.24it/s]
epoch 0 loss 0.21793:  84%|████████▎ | 4704/5632 [26:34<04:46,  3.24it/s]
epoch 0 loss 0.21793:  84%|████████▎ | 4705/5632 [26:34<04:46,  3.24it/s]
epoch 0 loss 0.21788:  84%|████████▎ | 4705/5632 [26:35<04:46,  3.24it/s]
epoch 0 loss 0.21788:  84%|████████▎ | 4706/5632 [26:35<04:46,  3.23it/s]
epoch 0 loss 0.21787:  84%|████████▎ | 4706/5632 [26:35<04:46,  3.23it/s]
epoch 0 loss 0.21787:  84%|████████▎ | 4707/5632 [26:35<04:45,  3.23it/s]
epoch 0 loss 0.21783:  84%|████████▎ | 4707/5632 [26:35<04:45,  3.23it/s]
epoch 0 loss 0.21783:  84%|████████▎ | 4708/5632 [26:35<04:45,  3.23it/s]
epoch 0 loss 0.21778:  84%|████████▎ | 4708/5632 [26:35<04:45,  3.23it/s]
epoch 0 loss 0.21778:  84%|████████▎ | 4709/5632 [26:35<04:45,  3.24it/s]
epoch 0 loss 0.21774:  84%|████████▎ | 4709/5632 [26:36<04:45,  3.24it/s]
epoch 0 loss 0.21774:  84%|████████▎ | 4710/5632 [26:36<04:45,  3.23it/s]
epoch 0 loss 0.21769:  84%|████████▎ | 4710/5632 [26:37<04:45,  3.23it/s]
epoch 0 loss 0.21769:  84%|████████▎ | 4711/5632 [26:37<10:24,  1.48it/s]
epoch 0 loss 0.21765:  84%|████████▎ | 4711/5632 [26:38<10:24,  1.48it/s]
epoch 0 loss 0.21765:  84%|████████▎ | 4712/5632 [26:38<08:42,  1.76it/s]
epoch 0 loss 0.2176:  84%|████████▎ | 4712/5632 [26:38<08:42,  1.76it/s] 
epoch 0 loss 0.2176:  84%|████████▎ | 4713/5632 [26:38<07:30,  2.04it/s]
epoch 0 loss 0.21756:  84%|████████▎ | 4713/5632 [26:38<07:30,  2.04it/s]
epoch 0 loss 0.21756:  84%|████████▎ | 4714/5632 [26:38<06:40,  2.29it/s]
epoch 0 loss 0.21751:  84%|████████▎ | 4714/5632 [26:39<06:40,  2.29it/s]
epoch 0 loss 0.21751:  84%|████████▎ | 4715/5632 [26:39<06:04,  2.52it/s]
epoch 0 loss 0.21747:  84%|████████▎ | 4715/5632 [26:39<06:04,  2.52it/s]
epoch 0 loss 0.21747:  84%|████████▎ | 4716/5632 [26:39<05:40,  2.69it/s]
epoch 0 loss 0.21742:  84%|████████▎ | 4716/5632 [26:39<05:40,  2.69it/s]
epoch 0 loss 0.21742:  84%|████████▍ | 4717/5632 [26:39<05:22,  2.84it/s]
epoch 0 loss 0.21738:  84%|████████▍ | 4717/5632 [26:39<05:22,  2.84it/s]
epoch 0 loss 0.21738:  84%|████████▍ | 4718/5632 [26:39<05:10,  2.94it/s]
epoch 0 loss 0.21733:  84%|████████▍ | 4718/5632 [26:40<05:10,  2.94it/s]
epoch 0 loss 0.21733:  84%|████████▍ | 4719/5632 [26:40<05:01,  3.02it/s]
epoch 0 loss 0.2173:  84%|████████▍ | 4719/5632 [26:40<05:01,  3.02it/s] 
epoch 0 loss 0.2173:  84%|████████▍ | 4720/5632 [26:40<04:55,  3.09it/s]
epoch 0 loss 0.21725:  84%|████████▍ | 4720/5632 [26:40<04:55,  3.09it/s]
epoch 0 loss 0.21725:  84%|████████▍ | 4721/5632 [26:40<04:51,  3.12it/s]
epoch 0 loss 0.21721:  84%|████████▍ | 4721/5632 [26:41<04:51,  3.12it/s]
epoch 0 loss 0.21721:  84%|████████▍ | 4722/5632 [26:41<04:48,  3.16it/s]
epoch 0 loss 0.21716:  84%|████████▍ | 4722/5632 [26:41<04:48,  3.16it/s]
epoch 0 loss 0.21716:  84%|████████▍ | 4723/5632 [26:41<04:45,  3.18it/s]
epoch 0 loss 0.21712:  84%|████████▍ | 4723/5632 [26:41<04:45,  3.18it/s]
epoch 0 loss 0.21712:  84%|████████▍ | 4724/5632 [26:41<04:44,  3.19it/s]
epoch 0 loss 0.21707:  84%|████████▍ | 4724/5632 [26:42<04:44,  3.19it/s]
epoch 0 loss 0.21707:  84%|████████▍ | 4725/5632 [26:42<04:42,  3.21it/s]
epoch 0 loss 0.21709:  84%|████████▍ | 4725/5632 [26:42<04:42,  3.21it/s]
epoch 0 loss 0.21709:  84%|████████▍ | 4726/5632 [26:42<04:42,  3.21it/s]
epoch 0 loss 0.21704:  84%|████████▍ | 4726/5632 [26:42<04:42,  3.21it/s]
epoch 0 loss 0.21704:  84%|████████▍ | 4727/5632 [26:42<04:41,  3.21it/s]
epoch 0 loss 0.217:  84%|████████▍ | 4727/5632 [26:43<04:41,  3.21it/s]  
epoch 0 loss 0.217:  84%|████████▍ | 4728/5632 [26:43<04:40,  3.22it/s]
epoch 0 loss 0.21705:  84%|████████▍ | 4728/5632 [26:43<04:40,  3.22it/s]
epoch 0 loss 0.21705:  84%|████████▍ | 4729/5632 [26:43<04:40,  3.22it/s]
epoch 0 loss 0.217:  84%|████████▍ | 4729/5632 [26:43<04:40,  3.22it/s]  
epoch 0 loss 0.217:  84%|████████▍ | 4730/5632 [26:43<04:39,  3.23it/s]
epoch 0 loss 0.21696:  84%|████████▍ | 4730/5632 [26:43<04:39,  3.23it/s]
epoch 0 loss 0.21696:  84%|████████▍ | 4731/5632 [26:44<04:39,  3.23it/s]
epoch 0 loss 0.21691:  84%|████████▍ | 4731/5632 [26:44<04:39,  3.23it/s]
epoch 0 loss 0.21691:  84%|████████▍ | 4732/5632 [26:44<04:38,  3.23it/s]
epoch 0 loss 0.21687:  84%|████████▍ | 4732/5632 [26:44<04:38,  3.23it/s]
epoch 0 loss 0.21687:  84%|████████▍ | 4733/5632 [26:44<04:38,  3.23it/s]
epoch 0 loss 0.21682:  84%|████████▍ | 4733/5632 [26:44<04:38,  3.23it/s]
epoch 0 loss 0.21682:  84%|████████▍ | 4734/5632 [26:44<04:37,  3.23it/s]
epoch 0 loss 0.21678:  84%|████████▍ | 4734/5632 [26:45<04:37,  3.23it/s]
epoch 0 loss 0.21678:  84%|████████▍ | 4735/5632 [26:45<04:37,  3.23it/s]
epoch 0 loss 0.21673:  84%|████████▍ | 4735/5632 [26:45<04:37,  3.23it/s]
epoch 0 loss 0.21673:  84%|████████▍ | 4736/5632 [26:45<04:37,  3.23it/s]
epoch 0 loss 0.21669:  84%|████████▍ | 4736/5632 [26:45<04:37,  3.23it/s]
epoch 0 loss 0.21669:  84%|████████▍ | 4737/5632 [26:45<04:37,  3.22it/s]
epoch 0 loss 0.21664:  84%|████████▍ | 4737/5632 [26:46<04:37,  3.22it/s]
epoch 0 loss 0.21664:  84%|████████▍ | 4738/5632 [26:46<04:36,  3.23it/s]
epoch 0 loss 0.21665:  84%|████████▍ | 4738/5632 [26:46<04:36,  3.23it/s]
epoch 0 loss 0.21665:  84%|████████▍ | 4739/5632 [26:46<04:36,  3.23it/s]
epoch 0 loss 0.2166:  84%|████████▍ | 4739/5632 [26:46<04:36,  3.23it/s] 
epoch 0 loss 0.2166:  84%|████████▍ | 4740/5632 [26:46<04:36,  3.23it/s]
epoch 0 loss 0.21662:  84%|████████▍ | 4740/5632 [26:47<04:36,  3.23it/s]
epoch 0 loss 0.21662:  84%|████████▍ | 4741/5632 [26:47<04:35,  3.23it/s]
epoch 0 loss 0.21665:  84%|████████▍ | 4741/5632 [26:47<04:35,  3.23it/s]
epoch 0 loss 0.21665:  84%|████████▍ | 4742/5632 [26:47<04:35,  3.23it/s]
epoch 0 loss 0.2166:  84%|████████▍ | 4742/5632 [26:47<04:35,  3.23it/s] 
epoch 0 loss 0.2166:  84%|████████▍ | 4743/5632 [26:47<04:34,  3.23it/s]
epoch 0 loss 0.21661:  84%|████████▍ | 4743/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21661:  84%|████████▍ | 4744/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21656:  84%|████████▍ | 4744/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21656:  84%|████████▍ | 4745/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21652:  84%|████████▍ | 4745/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21652:  84%|████████▍ | 4746/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21652:  84%|████████▍ | 4746/5632 [26:48<04:34,  3.23it/s]
epoch 0 loss 0.21652:  84%|████████▍ | 4747/5632 [26:48<04:33,  3.23it/s]
epoch 0 loss 0.21647:  84%|████████▍ | 4747/5632 [26:49<04:33,  3.23it/s]
epoch 0 loss 0.21647:  84%|████████▍ | 4748/5632 [26:49<04:33,  3.23it/s]
epoch 0 loss 0.21643:  84%|████████▍ | 4748/5632 [26:49<04:33,  3.23it/s]
epoch 0 loss 0.21643:  84%|████████▍ | 4749/5632 [26:49<04:33,  3.23it/s]
epoch 0 loss 0.21638:  84%|████████▍ | 4749/5632 [26:49<04:33,  3.23it/s]
epoch 0 loss 0.21638:  84%|████████▍ | 4750/5632 [26:49<04:32,  3.23it/s]
epoch 0 loss 0.21634:  84%|████████▍ | 4750/5632 [26:50<04:32,  3.23it/s]
epoch 0 loss 0.21634:  84%|████████▍ | 4751/5632 [26:50<04:32,  3.23it/s]
epoch 0 loss 0.21629:  84%|████████▍ | 4751/5632 [26:51<04:32,  3.23it/s]
epoch 0 loss 0.21629:  84%|████████▍ | 4752/5632 [26:51<09:35,  1.53it/s]
epoch 0 loss 0.21629:  84%|████████▍ | 4752/5632 [26:51<09:35,  1.53it/s]
epoch 0 loss 0.21629:  84%|████████▍ | 4753/5632 [26:51<08:03,  1.82it/s]
epoch 0 loss 0.21625:  84%|████████▍ | 4753/5632 [26:52<08:03,  1.82it/s]
epoch 0 loss 0.21625:  84%|████████▍ | 4754/5632 [26:52<06:59,  2.09it/s]
epoch 0 loss 0.21622:  84%|████████▍ | 4754/5632 [26:52<06:59,  2.09it/s]
epoch 0 loss 0.21622:  84%|████████▍ | 4755/5632 [26:52<06:15,  2.34it/s]
epoch 0 loss 0.21618:  84%|████████▍ | 4755/5632 [26:52<06:15,  2.34it/s]
epoch 0 loss 0.21618:  84%|████████▍ | 4756/5632 [26:52<05:43,  2.55it/s]
epoch 0 loss 0.21618:  84%|████████▍ | 4756/5632 [26:53<05:43,  2.55it/s]
epoch 0 loss 0.21618:  84%|████████▍ | 4757/5632 [26:53<05:21,  2.72it/s]
epoch 0 loss 0.21613:  84%|████████▍ | 4757/5632 [26:53<05:21,  2.72it/s]
epoch 0 loss 0.21613:  84%|████████▍ | 4758/5632 [26:53<05:05,  2.86it/s]
epoch 0 loss 0.21609:  84%|████████▍ | 4758/5632 [26:53<05:05,  2.86it/s]
epoch 0 loss 0.21609:  84%|████████▍ | 4759/5632 [26:53<04:54,  2.96it/s]
epoch 0 loss 0.21605:  84%|████████▍ | 4759/5632 [26:54<04:54,  2.96it/s]
epoch 0 loss 0.21605:  85%|████████▍ | 4760/5632 [26:54<04:46,  3.04it/s]
epoch 0 loss 0.21601:  85%|████████▍ | 4760/5632 [26:54<04:46,  3.04it/s]
epoch 0 loss 0.21601:  85%|████████▍ | 4761/5632 [26:54<04:41,  3.09it/s]
epoch 0 loss 0.21601:  85%|████████▍ | 4761/5632 [26:54<04:41,  3.09it/s]
epoch 0 loss 0.21601:  85%|████████▍ | 4762/5632 [26:54<04:36,  3.14it/s]
epoch 0 loss 0.21596:  85%|████████▍ | 4762/5632 [26:55<04:36,  3.14it/s]
epoch 0 loss 0.21596:  85%|████████▍ | 4763/5632 [26:55<04:34,  3.17it/s]
epoch 0 loss 0.21592:  85%|████████▍ | 4763/5632 [26:55<04:34,  3.17it/s]
epoch 0 loss 0.21592:  85%|████████▍ | 4764/5632 [26:55<04:32,  3.19it/s]
epoch 0 loss 0.21588:  85%|████████▍ | 4764/5632 [26:55<04:32,  3.19it/s]
epoch 0 loss 0.21588:  85%|████████▍ | 4765/5632 [26:55<04:30,  3.20it/s]
epoch 0 loss 0.21584:  85%|████████▍ | 4765/5632 [26:55<04:30,  3.20it/s]
epoch 0 loss 0.21584:  85%|████████▍ | 4766/5632 [26:55<04:29,  3.21it/s]
epoch 0 loss 0.21579:  85%|████████▍ | 4766/5632 [26:56<04:29,  3.21it/s]
epoch 0 loss 0.21579:  85%|████████▍ | 4767/5632 [26:56<04:28,  3.22it/s]
epoch 0 loss 0.21575:  85%|████████▍ | 4767/5632 [26:56<04:28,  3.22it/s]
epoch 0 loss 0.21575:  85%|████████▍ | 4768/5632 [26:56<04:28,  3.22it/s]
epoch 0 loss 0.2157:  85%|████████▍ | 4768/5632 [26:56<04:28,  3.22it/s] 
epoch 0 loss 0.2157:  85%|████████▍ | 4769/5632 [26:56<04:27,  3.22it/s]
epoch 0 loss 0.21566:  85%|████████▍ | 4769/5632 [26:57<04:27,  3.22it/s]
epoch 0 loss 0.21566:  85%|████████▍ | 4770/5632 [26:57<04:27,  3.22it/s]
epoch 0 loss 0.21566:  85%|████████▍ | 4770/5632 [26:57<04:27,  3.22it/s]
epoch 0 loss 0.21566:  85%|████████▍ | 4771/5632 [26:57<04:26,  3.23it/s]
epoch 0 loss 0.21562:  85%|████████▍ | 4771/5632 [26:57<04:26,  3.23it/s]
epoch 0 loss 0.21562:  85%|████████▍ | 4772/5632 [26:57<04:26,  3.23it/s]
epoch 0 loss 0.21558:  85%|████████▍ | 4772/5632 [26:58<04:26,  3.23it/s]
epoch 0 loss 0.21558:  85%|████████▍ | 4773/5632 [26:58<04:26,  3.23it/s]
epoch 0 loss 0.21553:  85%|████████▍ | 4773/5632 [26:58<04:26,  3.23it/s]
epoch 0 loss 0.21553:  85%|████████▍ | 4774/5632 [26:58<04:25,  3.23it/s]
epoch 0 loss 0.21549:  85%|████████▍ | 4774/5632 [26:58<04:25,  3.23it/s]
epoch 0 loss 0.21549:  85%|████████▍ | 4775/5632 [26:58<04:25,  3.23it/s]
epoch 0 loss 0.21545:  85%|████████▍ | 4775/5632 [26:59<04:25,  3.23it/s]
epoch 0 loss 0.21545:  85%|████████▍ | 4776/5632 [26:59<04:24,  3.23it/s]
epoch 0 loss 0.2154:  85%|████████▍ | 4776/5632 [26:59<04:24,  3.23it/s] 
epoch 0 loss 0.2154:  85%|████████▍ | 4777/5632 [26:59<04:24,  3.23it/s]
epoch 0 loss 0.21536:  85%|████████▍ | 4777/5632 [26:59<04:24,  3.23it/s]
epoch 0 loss 0.21536:  85%|████████▍ | 4778/5632 [26:59<04:24,  3.23it/s]
epoch 0 loss 0.21532:  85%|████████▍ | 4778/5632 [26:59<04:24,  3.23it/s]
epoch 0 loss 0.21532:  85%|████████▍ | 4779/5632 [27:00<04:24,  3.23it/s]
epoch 0 loss 0.21527:  85%|████████▍ | 4779/5632 [27:00<04:24,  3.23it/s]
epoch 0 loss 0.21527:  85%|████████▍ | 4780/5632 [27:00<04:23,  3.23it/s]
epoch 0 loss 0.21523:  85%|████████▍ | 4780/5632 [27:00<04:23,  3.23it/s]
epoch 0 loss 0.21523:  85%|████████▍ | 4781/5632 [27:00<04:23,  3.23it/s]
epoch 0 loss 0.21518:  85%|████████▍ | 4781/5632 [27:00<04:23,  3.23it/s]
epoch 0 loss 0.21518:  85%|████████▍ | 4782/5632 [27:00<04:23,  3.23it/s]
epoch 0 loss 0.21514:  85%|████████▍ | 4782/5632 [27:01<04:23,  3.23it/s]
epoch 0 loss 0.21514:  85%|████████▍ | 4783/5632 [27:01<04:22,  3.23it/s]
epoch 0 loss 0.2151:  85%|████████▍ | 4783/5632 [27:01<04:22,  3.23it/s] 
epoch 0 loss 0.2151:  85%|████████▍ | 4784/5632 [27:01<04:22,  3.23it/s]
epoch 0 loss 0.21506:  85%|████████▍ | 4784/5632 [27:01<04:22,  3.23it/s]
epoch 0 loss 0.21506:  85%|████████▍ | 4785/5632 [27:01<04:22,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▍ | 4785/5632 [27:02<04:22,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▍ | 4786/5632 [27:02<04:22,  3.23it/s]
epoch 0 loss 0.21507:  85%|████████▍ | 4786/5632 [27:02<04:22,  3.23it/s]
epoch 0 loss 0.21507:  85%|████████▍ | 4787/5632 [27:02<04:21,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▍ | 4787/5632 [27:02<04:21,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▌ | 4788/5632 [27:02<04:21,  3.23it/s]
epoch 0 loss 0.21498:  85%|████████▌ | 4788/5632 [27:03<04:21,  3.23it/s]
epoch 0 loss 0.21498:  85%|████████▌ | 4789/5632 [27:03<04:20,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▌ | 4789/5632 [27:03<04:20,  3.23it/s]
epoch 0 loss 0.21502:  85%|████████▌ | 4790/5632 [27:03<04:20,  3.23it/s]
epoch 0 loss 0.21498:  85%|████████▌ | 4790/5632 [27:03<04:20,  3.23it/s]
epoch 0 loss 0.21498:  85%|████████▌ | 4791/5632 [27:03<04:19,  3.23it/s]
epoch 0 loss 0.21503:  85%|████████▌ | 4791/5632 [27:04<04:19,  3.23it/s]
epoch 0 loss 0.21503:  85%|████████▌ | 4792/5632 [27:04<04:19,  3.24it/s]
epoch 0 loss 0.21508:  85%|████████▌ | 4792/5632 [27:04<04:19,  3.24it/s]
epoch 0 loss 0.21508:  85%|████████▌ | 4793/5632 [27:04<04:19,  3.23it/s]
epoch 0 loss 0.21509:  85%|████████▌ | 4793/5632 [27:04<04:19,  3.23it/s]
epoch 0 loss 0.21509:  85%|████████▌ | 4794/5632 [27:04<04:19,  3.23it/s]
epoch 0 loss 0.21506:  85%|████████▌ | 4794/5632 [27:04<04:19,  3.23it/s]
epoch 0 loss 0.21506:  85%|████████▌ | 4795/5632 [27:04<04:18,  3.24it/s]
epoch 0 loss 0.21507:  85%|████████▌ | 4795/5632 [27:05<04:18,  3.24it/s]
epoch 0 loss 0.21507:  85%|████████▌ | 4796/5632 [27:05<04:18,  3.23it/s]
epoch 0 loss 0.21508:  85%|████████▌ | 4796/5632 [27:06<04:18,  3.23it/s]
epoch 0 loss 0.21508:  85%|████████▌ | 4797/5632 [27:06<08:14,  1.69it/s]
epoch 0 loss 0.21503:  85%|████████▌ | 4797/5632 [27:06<08:14,  1.69it/s]
epoch 0 loss 0.21503:  85%|████████▌ | 4798/5632 [27:06<07:02,  1.97it/s]
epoch 0 loss 0.21499:  85%|████████▌ | 4798/5632 [27:07<07:02,  1.97it/s]
epoch 0 loss 0.21499:  85%|████████▌ | 4799/5632 [27:07<06:13,  2.23it/s]
epoch 0 loss 0.21495:  85%|████████▌ | 4799/5632 [27:07<06:13,  2.23it/s]
epoch 0 loss 0.21495:  85%|████████▌ | 4800/5632 [27:07<05:38,  2.46it/s]
epoch 0 loss 0.21491:  85%|████████▌ | 4800/5632 [27:07<05:38,  2.46it/s]
epoch 0 loss 0.21491:  85%|████████▌ | 4801/5632 [27:07<05:13,  2.65it/s]
epoch 0 loss 0.21486:  85%|████████▌ | 4801/5632 [27:08<05:13,  2.65it/s]
epoch 0 loss 0.21486:  85%|████████▌ | 4802/5632 [27:08<04:56,  2.80it/s]
epoch 0 loss 0.21483:  85%|████████▌ | 4802/5632 [27:08<04:56,  2.80it/s]
epoch 0 loss 0.21483:  85%|████████▌ | 4803/5632 [27:08<04:43,  2.92it/s]
epoch 0 loss 0.21478:  85%|████████▌ | 4803/5632 [27:08<04:43,  2.92it/s]
epoch 0 loss 0.21478:  85%|████████▌ | 4804/5632 [27:08<04:35,  3.01it/s]
epoch 0 loss 0.21474:  85%|████████▌ | 4804/5632 [27:08<04:35,  3.01it/s]
epoch 0 loss 0.21474:  85%|████████▌ | 4805/5632 [27:08<04:29,  3.07it/s]
epoch 0 loss 0.2147:  85%|████████▌ | 4805/5632 [27:09<04:29,  3.07it/s] 
epoch 0 loss 0.2147:  85%|████████▌ | 4806/5632 [27:09<04:24,  3.12it/s]
epoch 0 loss 0.21466:  85%|████████▌ | 4806/5632 [27:09<04:24,  3.12it/s]
epoch 0 loss 0.21466:  85%|████████▌ | 4807/5632 [27:09<04:23,  3.14it/s]
epoch 0 loss 0.2147:  85%|████████▌ | 4807/5632 [27:09<04:23,  3.14it/s] 
epoch 0 loss 0.2147:  85%|████████▌ | 4808/5632 [27:09<04:20,  3.16it/s]
epoch 0 loss 0.21466:  85%|████████▌ | 4808/5632 [27:10<04:20,  3.16it/s]
epoch 0 loss 0.21466:  85%|████████▌ | 4809/5632 [27:10<04:19,  3.17it/s]
epoch 0 loss 0.21461:  85%|████████▌ | 4809/5632 [27:10<04:19,  3.17it/s]
epoch 0 loss 0.21461:  85%|████████▌ | 4810/5632 [27:10<04:17,  3.19it/s]
epoch 0 loss 0.21457:  85%|████████▌ | 4810/5632 [27:10<04:17,  3.19it/s]
epoch 0 loss 0.21457:  85%|████████▌ | 4811/5632 [27:10<04:17,  3.19it/s]
epoch 0 loss 0.21453:  85%|████████▌ | 4811/5632 [27:11<04:17,  3.19it/s]
epoch 0 loss 0.21453:  85%|████████▌ | 4812/5632 [27:11<04:16,  3.20it/s]
epoch 0 loss 0.21448:  85%|████████▌ | 4812/5632 [27:11<04:16,  3.20it/s]
epoch 0 loss 0.21448:  85%|████████▌ | 4813/5632 [27:11<04:15,  3.21it/s]
epoch 0 loss 0.21451:  85%|████████▌ | 4813/5632 [27:11<04:15,  3.21it/s]
epoch 0 loss 0.21451:  85%|████████▌ | 4814/5632 [27:11<04:14,  3.21it/s]
epoch 0 loss 0.21447:  85%|████████▌ | 4814/5632 [27:12<04:14,  3.21it/s]
epoch 0 loss 0.21447:  85%|████████▌ | 4815/5632 [27:12<04:13,  3.22it/s]
epoch 0 loss 0.21443:  85%|████████▌ | 4815/5632 [27:12<04:13,  3.22it/s]
epoch 0 loss 0.21443:  86%|████████▌ | 4816/5632 [27:12<04:13,  3.22it/s]
epoch 0 loss 0.21438:  86%|████████▌ | 4816/5632 [27:12<04:13,  3.22it/s]
epoch 0 loss 0.21438:  86%|████████▌ | 4817/5632 [27:12<04:15,  3.19it/s]
epoch 0 loss 0.21441:  86%|████████▌ | 4817/5632 [27:13<04:15,  3.19it/s]
epoch 0 loss 0.21441:  86%|████████▌ | 4818/5632 [27:13<04:15,  3.18it/s]
epoch 0 loss 0.21436:  86%|████████▌ | 4818/5632 [27:13<04:15,  3.18it/s]
epoch 0 loss 0.21436:  86%|████████▌ | 4819/5632 [27:13<04:14,  3.20it/s]
epoch 0 loss 0.21432:  86%|████████▌ | 4819/5632 [27:13<04:14,  3.20it/s]
epoch 0 loss 0.21432:  86%|████████▌ | 4820/5632 [27:13<04:13,  3.20it/s]
epoch 0 loss 0.21428:  86%|████████▌ | 4820/5632 [27:13<04:13,  3.20it/s]
epoch 0 loss 0.21428:  86%|████████▌ | 4821/5632 [27:13<04:12,  3.21it/s]
epoch 0 loss 0.21424:  86%|████████▌ | 4821/5632 [27:14<04:12,  3.21it/s]
epoch 0 loss 0.21424:  86%|████████▌ | 4822/5632 [27:14<04:12,  3.21it/s]
epoch 0 loss 0.21419:  86%|████████▌ | 4822/5632 [27:14<04:12,  3.21it/s]
epoch 0 loss 0.21419:  86%|████████▌ | 4823/5632 [27:14<04:11,  3.22it/s]
epoch 0 loss 0.21415:  86%|████████▌ | 4823/5632 [27:14<04:11,  3.22it/s]
epoch 0 loss 0.21415:  86%|████████▌ | 4824/5632 [27:14<04:10,  3.22it/s]
epoch 0 loss 0.21411:  86%|████████▌ | 4824/5632 [27:15<04:10,  3.22it/s]
epoch 0 loss 0.21411:  86%|████████▌ | 4825/5632 [27:15<04:10,  3.22it/s]
epoch 0 loss 0.21406:  86%|████████▌ | 4825/5632 [27:15<04:10,  3.22it/s]
epoch 0 loss 0.21406:  86%|████████▌ | 4826/5632 [27:15<04:10,  3.21it/s]
epoch 0 loss 0.21402:  86%|████████▌ | 4826/5632 [27:15<04:10,  3.21it/s]
epoch 0 loss 0.21402:  86%|████████▌ | 4827/5632 [27:15<04:09,  3.22it/s]
epoch 0 loss 0.21398:  86%|████████▌ | 4827/5632 [27:16<04:09,  3.22it/s]
epoch 0 loss 0.21398:  86%|████████▌ | 4828/5632 [27:16<04:08,  3.23it/s]
epoch 0 loss 0.21393:  86%|████████▌ | 4828/5632 [27:16<04:08,  3.23it/s]
epoch 0 loss 0.21393:  86%|████████▌ | 4829/5632 [27:16<04:08,  3.23it/s]
epoch 0 loss 0.21394:  86%|████████▌ | 4829/5632 [27:16<04:08,  3.23it/s]
epoch 0 loss 0.21394:  86%|████████▌ | 4830/5632 [27:16<04:08,  3.23it/s]
epoch 0 loss 0.2139:  86%|████████▌ | 4830/5632 [27:17<04:08,  3.23it/s] 
epoch 0 loss 0.2139:  86%|████████▌ | 4831/5632 [27:17<04:07,  3.24it/s]
epoch 0 loss 0.21385:  86%|████████▌ | 4831/5632 [27:17<04:07,  3.24it/s]
epoch 0 loss 0.21385:  86%|████████▌ | 4832/5632 [27:17<04:07,  3.23it/s]
epoch 0 loss 0.21381:  86%|████████▌ | 4832/5632 [27:17<04:07,  3.23it/s]
epoch 0 loss 0.21381:  86%|████████▌ | 4833/5632 [27:17<04:06,  3.24it/s]
epoch 0 loss 0.21377:  86%|████████▌ | 4833/5632 [27:17<04:06,  3.24it/s]
epoch 0 loss 0.21377:  86%|████████▌ | 4834/5632 [27:18<04:07,  3.23it/s]
epoch 0 loss 0.21372:  86%|████████▌ | 4834/5632 [27:18<04:07,  3.23it/s]
epoch 0 loss 0.21372:  86%|████████▌ | 4835/5632 [27:18<04:07,  3.22it/s]
epoch 0 loss 0.21368:  86%|████████▌ | 4835/5632 [27:18<04:07,  3.22it/s]
epoch 0 loss 0.21368:  86%|████████▌ | 4836/5632 [27:18<04:06,  3.22it/s]
epoch 0 loss 0.21364:  86%|████████▌ | 4836/5632 [27:18<04:06,  3.22it/s]
epoch 0 loss 0.21364:  86%|████████▌ | 4837/5632 [27:18<04:06,  3.23it/s]
epoch 0 loss 0.21359:  86%|████████▌ | 4837/5632 [27:19<04:06,  3.23it/s]
epoch 0 loss 0.21359:  86%|████████▌ | 4838/5632 [27:19<04:05,  3.23it/s]
epoch 0 loss 0.21355:  86%|████████▌ | 4838/5632 [27:19<04:05,  3.23it/s]
epoch 0 loss 0.21355:  86%|████████▌ | 4839/5632 [27:19<04:05,  3.23it/s]
epoch 0 loss 0.21351:  86%|████████▌ | 4839/5632 [27:19<04:05,  3.23it/s]
epoch 0 loss 0.21351:  86%|████████▌ | 4840/5632 [27:19<04:05,  3.23it/s]
epoch 0 loss 0.21346:  86%|████████▌ | 4840/5632 [27:20<04:05,  3.23it/s]
epoch 0 loss 0.21346:  86%|████████▌ | 4841/5632 [27:20<04:04,  3.23it/s]
epoch 0 loss 0.21342:  86%|████████▌ | 4841/5632 [27:20<04:04,  3.23it/s]
epoch 0 loss 0.21342:  86%|████████▌ | 4842/5632 [27:20<04:06,  3.21it/s]
epoch 0 loss 0.21338:  86%|████████▌ | 4842/5632 [27:21<04:06,  3.21it/s]
epoch 0 loss 0.21338:  86%|████████▌ | 4843/5632 [27:21<08:23,  1.57it/s]
epoch 0 loss 0.21334:  86%|████████▌ | 4843/5632 [27:22<08:23,  1.57it/s]
epoch 0 loss 0.21334:  86%|████████▌ | 4844/5632 [27:22<07:05,  1.85it/s]
epoch 0 loss 0.21329:  86%|████████▌ | 4844/5632 [27:22<07:05,  1.85it/s]
epoch 0 loss 0.21329:  86%|████████▌ | 4845/5632 [27:22<06:10,  2.13it/s]
epoch 0 loss 0.21325:  86%|████████▌ | 4845/5632 [27:22<06:10,  2.13it/s]
epoch 0 loss 0.21325:  86%|████████▌ | 4846/5632 [27:22<05:32,  2.37it/s]
epoch 0 loss 0.21321:  86%|████████▌ | 4846/5632 [27:23<05:32,  2.37it/s]
epoch 0 loss 0.21321:  86%|████████▌ | 4847/5632 [27:23<05:05,  2.57it/s]
epoch 0 loss 0.21317:  86%|████████▌ | 4847/5632 [27:23<05:05,  2.57it/s]
epoch 0 loss 0.21317:  86%|████████▌ | 4848/5632 [27:23<04:46,  2.74it/s]
epoch 0 loss 0.21324:  86%|████████▌ | 4848/5632 [27:23<04:46,  2.74it/s]
epoch 0 loss 0.21324:  86%|████████▌ | 4849/5632 [27:23<04:33,  2.86it/s]
epoch 0 loss 0.2132:  86%|████████▌ | 4849/5632 [27:24<04:33,  2.86it/s] 
epoch 0 loss 0.2132:  86%|████████▌ | 4850/5632 [27:24<04:24,  2.96it/s]
epoch 0 loss 0.21315:  86%|████████▌ | 4850/5632 [27:24<04:24,  2.96it/s]
epoch 0 loss 0.21315:  86%|████████▌ | 4851/5632 [27:24<04:17,  3.03it/s]
epoch 0 loss 0.21311:  86%|████████▌ | 4851/5632 [27:24<04:17,  3.03it/s]
epoch 0 loss 0.21311:  86%|████████▌ | 4852/5632 [27:24<04:12,  3.09it/s]
epoch 0 loss 0.21307:  86%|████████▌ | 4852/5632 [27:24<04:12,  3.09it/s]
epoch 0 loss 0.21307:  86%|████████▌ | 4853/5632 [27:24<04:09,  3.13it/s]
epoch 0 loss 0.21302:  86%|████████▌ | 4853/5632 [27:25<04:09,  3.13it/s]
epoch 0 loss 0.21302:  86%|████████▌ | 4854/5632 [27:25<04:06,  3.16it/s]
epoch 0 loss 0.21299:  86%|████████▌ | 4854/5632 [27:25<04:06,  3.16it/s]
epoch 0 loss 0.21299:  86%|████████▌ | 4855/5632 [27:25<04:04,  3.18it/s]
epoch 0 loss 0.21294:  86%|████████▌ | 4855/5632 [27:25<04:04,  3.18it/s]
epoch 0 loss 0.21294:  86%|████████▌ | 4856/5632 [27:25<04:02,  3.20it/s]
epoch 0 loss 0.21291:  86%|████████▌ | 4856/5632 [27:26<04:02,  3.20it/s]
epoch 0 loss 0.21291:  86%|████████▌ | 4857/5632 [27:26<04:01,  3.20it/s]
epoch 0 loss 0.21286:  86%|████████▌ | 4857/5632 [27:26<04:01,  3.20it/s]
epoch 0 loss 0.21286:  86%|████████▋ | 4858/5632 [27:26<04:01,  3.21it/s]
epoch 0 loss 0.21282:  86%|████████▋ | 4858/5632 [27:26<04:01,  3.21it/s]
epoch 0 loss 0.21282:  86%|████████▋ | 4859/5632 [27:26<03:59,  3.22it/s]
epoch 0 loss 0.21278:  86%|████████▋ | 4859/5632 [27:27<03:59,  3.22it/s]
epoch 0 loss 0.21278:  86%|████████▋ | 4860/5632 [27:27<03:59,  3.22it/s]
epoch 0 loss 0.21273:  86%|████████▋ | 4860/5632 [27:27<03:59,  3.22it/s]
epoch 0 loss 0.21273:  86%|████████▋ | 4861/5632 [27:27<03:58,  3.23it/s]
epoch 0 loss 0.21274:  86%|████████▋ | 4861/5632 [27:27<03:58,  3.23it/s]
epoch 0 loss 0.21274:  86%|████████▋ | 4862/5632 [27:27<03:57,  3.24it/s]
epoch 0 loss 0.2127:  86%|████████▋ | 4862/5632 [27:28<03:57,  3.24it/s] 
epoch 0 loss 0.2127:  86%|████████▋ | 4863/5632 [27:28<03:58,  3.23it/s]
epoch 0 loss 0.21266:  86%|████████▋ | 4863/5632 [27:28<03:58,  3.23it/s]
epoch 0 loss 0.21266:  86%|████████▋ | 4864/5632 [27:28<03:57,  3.24it/s]
epoch 0 loss 0.21261:  86%|████████▋ | 4864/5632 [27:28<03:57,  3.24it/s]
epoch 0 loss 0.21261:  86%|████████▋ | 4865/5632 [27:28<03:58,  3.22it/s]
epoch 0 loss 0.21257:  86%|████████▋ | 4865/5632 [27:29<03:58,  3.22it/s]
epoch 0 loss 0.21257:  86%|████████▋ | 4866/5632 [27:29<03:58,  3.21it/s]
epoch 0 loss 0.21253:  86%|████████▋ | 4866/5632 [27:29<03:58,  3.21it/s]
epoch 0 loss 0.21253:  86%|████████▋ | 4867/5632 [27:29<03:57,  3.22it/s]
epoch 0 loss 0.21248:  86%|████████▋ | 4867/5632 [27:29<03:57,  3.22it/s]
epoch 0 loss 0.21248:  86%|████████▋ | 4868/5632 [27:29<03:57,  3.22it/s]
epoch 0 loss 0.21248:  86%|████████▋ | 4868/5632 [27:29<03:57,  3.22it/s]
epoch 0 loss 0.21248:  86%|████████▋ | 4869/5632 [27:29<03:56,  3.22it/s]
epoch 0 loss 0.21243:  86%|████████▋ | 4869/5632 [27:30<03:56,  3.22it/s]
epoch 0 loss 0.21243:  86%|████████▋ | 4870/5632 [27:30<03:56,  3.22it/s]
epoch 0 loss 0.21239:  86%|████████▋ | 4870/5632 [27:30<03:56,  3.22it/s]
epoch 0 loss 0.21239:  86%|████████▋ | 4871/5632 [27:30<03:55,  3.23it/s]
epoch 0 loss 0.21235:  86%|████████▋ | 4871/5632 [27:30<03:55,  3.23it/s]
epoch 0 loss 0.21235:  87%|████████▋ | 4872/5632 [27:30<03:55,  3.22it/s]
epoch 0 loss 0.21231:  87%|████████▋ | 4872/5632 [27:31<03:55,  3.22it/s]
epoch 0 loss 0.21231:  87%|████████▋ | 4873/5632 [27:31<03:55,  3.22it/s]
epoch 0 loss 0.21232:  87%|████████▋ | 4873/5632 [27:31<03:55,  3.22it/s]
epoch 0 loss 0.21232:  87%|████████▋ | 4874/5632 [27:31<03:54,  3.23it/s]
epoch 0 loss 0.21228:  87%|████████▋ | 4874/5632 [27:31<03:54,  3.23it/s]
epoch 0 loss 0.21228:  87%|████████▋ | 4875/5632 [27:31<03:54,  3.23it/s]
epoch 0 loss 0.21224:  87%|████████▋ | 4875/5632 [27:32<03:54,  3.23it/s]
epoch 0 loss 0.21224:  87%|████████▋ | 4876/5632 [27:32<03:54,  3.23it/s]
epoch 0 loss 0.21227:  87%|████████▋ | 4876/5632 [27:32<03:54,  3.23it/s]
epoch 0 loss 0.21227:  87%|████████▋ | 4877/5632 [27:32<03:53,  3.23it/s]
epoch 0 loss 0.21223:  87%|████████▋ | 4877/5632 [27:32<03:53,  3.23it/s]
epoch 0 loss 0.21223:  87%|████████▋ | 4878/5632 [27:32<03:52,  3.25it/s]
epoch 0 loss 0.21219:  87%|████████▋ | 4878/5632 [27:33<03:52,  3.25it/s]
epoch 0 loss 0.21219:  87%|████████▋ | 4879/5632 [27:33<03:52,  3.24it/s]
epoch 0 loss 0.21215:  87%|████████▋ | 4879/5632 [27:33<03:52,  3.24it/s]
epoch 0 loss 0.21215:  87%|████████▋ | 4880/5632 [27:33<03:52,  3.24it/s]
epoch 0 loss 0.21211:  87%|████████▋ | 4880/5632 [27:33<03:52,  3.24it/s]
epoch 0 loss 0.21211:  87%|████████▋ | 4881/5632 [27:33<03:52,  3.23it/s]
epoch 0 loss 0.21211:  87%|████████▋ | 4881/5632 [27:33<03:52,  3.23it/s]
epoch 0 loss 0.21211:  87%|████████▋ | 4882/5632 [27:33<03:52,  3.23it/s]
epoch 0 loss 0.21207:  87%|████████▋ | 4882/5632 [27:34<03:52,  3.23it/s]
epoch 0 loss 0.21207:  87%|████████▋ | 4883/5632 [27:34<03:52,  3.22it/s]
epoch 0 loss 0.21202:  87%|████████▋ | 4883/5632 [27:34<03:52,  3.22it/s]
epoch 0 loss 0.21202:  87%|████████▋ | 4884/5632 [27:34<03:51,  3.23it/s]
epoch 0 loss 0.21199:  87%|████████▋ | 4884/5632 [27:34<03:51,  3.23it/s]
epoch 0 loss 0.21199:  87%|████████▋ | 4885/5632 [27:34<03:51,  3.23it/s]
epoch 0 loss 0.21194:  87%|████████▋ | 4885/5632 [27:35<03:51,  3.23it/s]
epoch 0 loss 0.21194:  87%|████████▋ | 4886/5632 [27:35<03:50,  3.23it/s]
epoch 0 loss 0.21196:  87%|████████▋ | 4886/5632 [27:35<03:50,  3.23it/s]
epoch 0 loss 0.21196:  87%|████████▋ | 4887/5632 [27:35<03:51,  3.22it/s]
epoch 0 loss 0.21192:  87%|████████▋ | 4887/5632 [27:35<03:51,  3.22it/s]
epoch 0 loss 0.21192:  87%|████████▋ | 4888/5632 [27:35<03:50,  3.22it/s]
epoch 0 loss 0.21188:  87%|████████▋ | 4888/5632 [27:37<03:50,  3.22it/s]
epoch 0 loss 0.21188:  87%|████████▋ | 4889/5632 [27:37<08:26,  1.47it/s]
epoch 0 loss 0.21183:  87%|████████▋ | 4889/5632 [27:37<08:26,  1.47it/s]
epoch 0 loss 0.21183:  87%|████████▋ | 4890/5632 [27:37<07:02,  1.76it/s]
epoch 0 loss 0.21179:  87%|████████▋ | 4890/5632 [27:37<07:02,  1.76it/s]
epoch 0 loss 0.21179:  87%|████████▋ | 4891/5632 [27:37<06:04,  2.03it/s]
epoch 0 loss 0.21176:  87%|████████▋ | 4891/5632 [27:38<06:04,  2.03it/s]
epoch 0 loss 0.21176:  87%|████████▋ | 4892/5632 [27:38<05:23,  2.28it/s]
epoch 0 loss 0.21172:  87%|████████▋ | 4892/5632 [27:38<05:23,  2.28it/s]
epoch 0 loss 0.21172:  87%|████████▋ | 4893/5632 [27:38<04:56,  2.49it/s]
epoch 0 loss 0.21168:  87%|████████▋ | 4893/5632 [27:38<04:56,  2.49it/s]
epoch 0 loss 0.21168:  87%|████████▋ | 4894/5632 [27:38<04:35,  2.68it/s]
epoch 0 loss 0.21164:  87%|████████▋ | 4894/5632 [27:39<04:35,  2.68it/s]
epoch 0 loss 0.21164:  87%|████████▋ | 4895/5632 [27:39<04:19,  2.83it/s]
epoch 0 loss 0.2116:  87%|████████▋ | 4895/5632 [27:39<04:19,  2.83it/s] 
epoch 0 loss 0.2116:  87%|████████▋ | 4896/5632 [27:39<04:10,  2.94it/s]
epoch 0 loss 0.21156:  87%|████████▋ | 4896/5632 [27:39<04:10,  2.94it/s]
epoch 0 loss 0.21156:  87%|████████▋ | 4897/5632 [27:39<04:05,  3.00it/s]
epoch 0 loss 0.21151:  87%|████████▋ | 4897/5632 [27:40<04:05,  3.00it/s]
epoch 0 loss 0.21151:  87%|████████▋ | 4898/5632 [27:40<04:00,  3.06it/s]
epoch 0 loss 0.21147:  87%|████████▋ | 4898/5632 [27:40<04:00,  3.06it/s]
epoch 0 loss 0.21147:  87%|████████▋ | 4899/5632 [27:40<03:56,  3.11it/s]
epoch 0 loss 0.21143:  87%|████████▋ | 4899/5632 [27:40<03:56,  3.11it/s]
epoch 0 loss 0.21143:  87%|████████▋ | 4900/5632 [27:40<03:53,  3.14it/s]
epoch 0 loss 0.21139:  87%|████████▋ | 4900/5632 [27:41<03:53,  3.14it/s]
epoch 0 loss 0.21139:  87%|████████▋ | 4901/5632 [27:41<03:51,  3.16it/s]
epoch 0 loss 0.21139:  87%|████████▋ | 4901/5632 [27:41<03:51,  3.16it/s]
epoch 0 loss 0.21139:  87%|████████▋ | 4902/5632 [27:41<03:48,  3.19it/s]
epoch 0 loss 0.21135:  87%|████████▋ | 4902/5632 [27:41<03:48,  3.19it/s]
epoch 0 loss 0.21135:  87%|████████▋ | 4903/5632 [27:41<03:47,  3.20it/s]
epoch 0 loss 0.21132:  87%|████████▋ | 4903/5632 [27:42<03:47,  3.20it/s]
epoch 0 loss 0.21132:  87%|████████▋ | 4904/5632 [27:42<03:46,  3.22it/s]
epoch 0 loss 0.21128:  87%|████████▋ | 4904/5632 [27:42<03:46,  3.22it/s]
epoch 0 loss 0.21128:  87%|████████▋ | 4905/5632 [27:42<03:46,  3.22it/s]
epoch 0 loss 0.21123:  87%|████████▋ | 4905/5632 [27:42<03:46,  3.22it/s]
epoch 0 loss 0.21123:  87%|████████▋ | 4906/5632 [27:42<03:45,  3.22it/s]
epoch 0 loss 0.21128:  87%|████████▋ | 4906/5632 [27:42<03:45,  3.22it/s]
epoch 0 loss 0.21128:  87%|████████▋ | 4907/5632 [27:42<03:45,  3.22it/s]
epoch 0 loss 0.21124:  87%|████████▋ | 4907/5632 [27:43<03:45,  3.22it/s]
epoch 0 loss 0.21124:  87%|████████▋ | 4908/5632 [27:43<03:44,  3.22it/s]
epoch 0 loss 0.2112:  87%|████████▋ | 4908/5632 [27:43<03:44,  3.22it/s] 
epoch 0 loss 0.2112:  87%|████████▋ | 4909/5632 [27:43<03:45,  3.21it/s]
epoch 0 loss 0.21124:  87%|████████▋ | 4909/5632 [27:43<03:45,  3.21it/s]
epoch 0 loss 0.21124:  87%|████████▋ | 4910/5632 [27:43<03:43,  3.23it/s]
epoch 0 loss 0.21119:  87%|████████▋ | 4910/5632 [27:44<03:43,  3.23it/s]
epoch 0 loss 0.21119:  87%|████████▋ | 4911/5632 [27:44<03:43,  3.23it/s]
epoch 0 loss 0.21115:  87%|████████▋ | 4911/5632 [27:44<03:43,  3.23it/s]
epoch 0 loss 0.21115:  87%|████████▋ | 4912/5632 [27:44<03:42,  3.23it/s]
epoch 0 loss 0.21111:  87%|████████▋ | 4912/5632 [27:44<03:42,  3.23it/s]
epoch 0 loss 0.21111:  87%|████████▋ | 4913/5632 [27:44<03:42,  3.23it/s]
epoch 0 loss 0.21107:  87%|████████▋ | 4913/5632 [27:45<03:42,  3.23it/s]
epoch 0 loss 0.21107:  87%|████████▋ | 4914/5632 [27:45<03:42,  3.22it/s]
epoch 0 loss 0.21103:  87%|████████▋ | 4914/5632 [27:45<03:42,  3.22it/s]
epoch 0 loss 0.21103:  87%|████████▋ | 4915/5632 [27:45<03:42,  3.22it/s]
epoch 0 loss 0.21099:  87%|████████▋ | 4915/5632 [27:45<03:42,  3.22it/s]
epoch 0 loss 0.21099:  87%|████████▋ | 4916/5632 [27:45<03:42,  3.21it/s]
epoch 0 loss 0.21094:  87%|████████▋ | 4916/5632 [27:46<03:42,  3.21it/s]
epoch 0 loss 0.21094:  87%|████████▋ | 4917/5632 [27:46<03:42,  3.22it/s]
epoch 0 loss 0.211:  87%|████████▋ | 4917/5632 [27:46<03:42,  3.22it/s]  
epoch 0 loss 0.211:  87%|████████▋ | 4918/5632 [27:46<03:41,  3.22it/s]
epoch 0 loss 0.21101:  87%|████████▋ | 4918/5632 [27:46<03:41,  3.22it/s]
epoch 0 loss 0.21101:  87%|████████▋ | 4919/5632 [27:46<03:41,  3.22it/s]
epoch 0 loss 0.21097:  87%|████████▋ | 4919/5632 [27:46<03:41,  3.22it/s]
epoch 0 loss 0.21097:  87%|████████▋ | 4920/5632 [27:46<03:40,  3.22it/s]
epoch 0 loss 0.21093:  87%|████████▋ | 4920/5632 [27:47<03:40,  3.22it/s]
epoch 0 loss 0.21093:  87%|████████▋ | 4921/5632 [27:47<03:40,  3.22it/s]
epoch 0 loss 0.21089:  87%|████████▋ | 4921/5632 [27:47<03:40,  3.22it/s]
epoch 0 loss 0.21089:  87%|████████▋ | 4922/5632 [27:47<03:39,  3.23it/s]
epoch 0 loss 0.21085:  87%|████████▋ | 4922/5632 [27:47<03:39,  3.23it/s]
epoch 0 loss 0.21085:  87%|████████▋ | 4923/5632 [27:47<03:39,  3.22it/s]
epoch 0 loss 0.21081:  87%|████████▋ | 4923/5632 [27:48<03:39,  3.22it/s]
epoch 0 loss 0.21081:  87%|████████▋ | 4924/5632 [27:48<03:39,  3.23it/s]
epoch 0 loss 0.21083:  87%|████████▋ | 4924/5632 [27:48<03:39,  3.23it/s]
epoch 0 loss 0.21083:  87%|████████▋ | 4925/5632 [27:48<03:39,  3.22it/s]
epoch 0 loss 0.21083:  87%|████████▋ | 4925/5632 [27:48<03:39,  3.22it/s]
epoch 0 loss 0.21083:  87%|████████▋ | 4926/5632 [27:48<03:38,  3.23it/s]
epoch 0 loss 0.21081:  87%|████████▋ | 4926/5632 [27:49<03:38,  3.23it/s]
epoch 0 loss 0.21081:  87%|████████▋ | 4927/5632 [27:49<03:38,  3.23it/s]
epoch 0 loss 0.21077:  87%|████████▋ | 4927/5632 [27:49<03:38,  3.23it/s]
epoch 0 loss 0.21077:  88%|████████▊ | 4928/5632 [27:49<03:38,  3.22it/s]
epoch 0 loss 0.21074:  88%|████████▊ | 4928/5632 [27:49<03:38,  3.22it/s]
epoch 0 loss 0.21074:  88%|████████▊ | 4929/5632 [27:49<03:38,  3.22it/s]
epoch 0 loss 0.21075:  88%|████████▊ | 4929/5632 [27:50<03:38,  3.22it/s]
epoch 0 loss 0.21075:  88%|████████▊ | 4930/5632 [27:50<03:38,  3.22it/s]
epoch 0 loss 0.21071:  88%|████████▊ | 4930/5632 [27:50<03:38,  3.22it/s]
epoch 0 loss 0.21071:  88%|████████▊ | 4931/5632 [27:50<03:37,  3.22it/s]
epoch 0 loss 0.2107:  88%|████████▊ | 4931/5632 [27:50<03:37,  3.22it/s] 
epoch 0 loss 0.2107:  88%|████████▊ | 4932/5632 [27:50<03:37,  3.22it/s]
epoch 0 loss 0.21066:  88%|████████▊ | 4932/5632 [27:51<03:37,  3.22it/s]
epoch 0 loss 0.21066:  88%|████████▊ | 4933/5632 [27:51<03:37,  3.22it/s]
epoch 0 loss 0.21066:  88%|████████▊ | 4933/5632 [27:52<03:37,  3.22it/s]
epoch 0 loss 0.21066:  88%|████████▊ | 4934/5632 [27:52<07:18,  1.59it/s]
epoch 0 loss 0.21069:  88%|████████▊ | 4934/5632 [27:52<07:18,  1.59it/s]
epoch 0 loss 0.21069:  88%|████████▊ | 4935/5632 [27:52<06:11,  1.88it/s]
epoch 0 loss 0.21065:  88%|████████▊ | 4935/5632 [27:53<06:11,  1.88it/s]
epoch 0 loss 0.21065:  88%|████████▊ | 4936/5632 [27:53<05:24,  2.15it/s]
epoch 0 loss 0.21061:  88%|████████▊ | 4936/5632 [27:53<05:24,  2.15it/s]
epoch 0 loss 0.21061:  88%|████████▊ | 4937/5632 [27:53<04:51,  2.38it/s]
epoch 0 loss 0.21065:  88%|████████▊ | 4937/5632 [27:53<04:51,  2.38it/s]
epoch 0 loss 0.21065:  88%|████████▊ | 4938/5632 [27:53<04:28,  2.59it/s]
epoch 0 loss 0.21061:  88%|████████▊ | 4938/5632 [27:53<04:28,  2.59it/s]
epoch 0 loss 0.21061:  88%|████████▊ | 4939/5632 [27:53<04:11,  2.75it/s]
epoch 0 loss 0.21058:  88%|████████▊ | 4939/5632 [27:54<04:11,  2.75it/s]
epoch 0 loss 0.21058:  88%|████████▊ | 4940/5632 [27:54<04:01,  2.86it/s]
epoch 0 loss 0.21055:  88%|████████▊ | 4940/5632 [27:54<04:01,  2.86it/s]
epoch 0 loss 0.21055:  88%|████████▊ | 4941/5632 [27:54<03:54,  2.95it/s]
epoch 0 loss 0.21051:  88%|████████▊ | 4941/5632 [27:54<03:54,  2.95it/s]
epoch 0 loss 0.21051:  88%|████████▊ | 4942/5632 [27:54<03:48,  3.02it/s]
epoch 0 loss 0.21048:  88%|████████▊ | 4942/5632 [27:55<03:48,  3.02it/s]
epoch 0 loss 0.21048:  88%|████████▊ | 4943/5632 [27:55<03:43,  3.08it/s]
epoch 0 loss 0.21044:  88%|████████▊ | 4943/5632 [27:55<03:43,  3.08it/s]
epoch 0 loss 0.21044:  88%|████████▊ | 4944/5632 [27:55<03:42,  3.10it/s]
epoch 0 loss 0.21044:  88%|████████▊ | 4944/5632 [27:55<03:42,  3.10it/s]
epoch 0 loss 0.21044:  88%|████████▊ | 4945/5632 [27:55<03:38,  3.14it/s]
epoch 0 loss 0.2104:  88%|████████▊ | 4945/5632 [27:56<03:38,  3.14it/s] 
epoch 0 loss 0.2104:  88%|████████▊ | 4946/5632 [27:56<03:36,  3.16it/s]
epoch 0 loss 0.21036:  88%|████████▊ | 4946/5632 [27:56<03:36,  3.16it/s]
epoch 0 loss 0.21036:  88%|████████▊ | 4947/5632 [27:56<03:35,  3.19it/s]
epoch 0 loss 0.21032:  88%|████████▊ | 4947/5632 [27:56<03:35,  3.19it/s]
epoch 0 loss 0.21032:  88%|████████▊ | 4948/5632 [27:56<03:33,  3.20it/s]
epoch 0 loss 0.21028:  88%|████████▊ | 4948/5632 [27:57<03:33,  3.20it/s]
epoch 0 loss 0.21028:  88%|████████▊ | 4949/5632 [27:57<03:32,  3.21it/s]
epoch 0 loss 0.21027:  88%|████████▊ | 4949/5632 [27:57<03:32,  3.21it/s]
epoch 0 loss 0.21027:  88%|████████▊ | 4950/5632 [27:57<03:32,  3.21it/s]
epoch 0 loss 0.2103:  88%|████████▊ | 4950/5632 [27:57<03:32,  3.21it/s] 
epoch 0 loss 0.2103:  88%|████████▊ | 4951/5632 [27:57<03:36,  3.15it/s]
epoch 0 loss 0.21026:  88%|████████▊ | 4951/5632 [27:58<03:36,  3.15it/s]
epoch 0 loss 0.21026:  88%|████████▊ | 4952/5632 [27:58<03:36,  3.14it/s]
epoch 0 loss 0.21022:  88%|████████▊ | 4952/5632 [27:58<03:36,  3.14it/s]
epoch 0 loss 0.21022:  88%|████████▊ | 4953/5632 [27:58<03:41,  3.07it/s]
epoch 0 loss 0.21018:  88%|████████▊ | 4953/5632 [27:58<03:41,  3.07it/s]
epoch 0 loss 0.21018:  88%|████████▊ | 4954/5632 [27:58<03:37,  3.11it/s]
epoch 0 loss 0.21014:  88%|████████▊ | 4954/5632 [27:58<03:37,  3.11it/s]
epoch 0 loss 0.21014:  88%|████████▊ | 4955/5632 [27:58<03:34,  3.15it/s]
epoch 0 loss 0.2101:  88%|████████▊ | 4955/5632 [27:59<03:34,  3.15it/s] 
epoch 0 loss 0.2101:  88%|████████▊ | 4956/5632 [27:59<03:33,  3.16it/s]
epoch 0 loss 0.21005:  88%|████████▊ | 4956/5632 [27:59<03:33,  3.16it/s]
epoch 0 loss 0.21005:  88%|████████▊ | 4957/5632 [27:59<03:33,  3.16it/s]
epoch 0 loss 0.21001:  88%|████████▊ | 4957/5632 [27:59<03:33,  3.16it/s]
epoch 0 loss 0.21001:  88%|████████▊ | 4958/5632 [27:59<03:33,  3.16it/s]
epoch 0 loss 0.20998:  88%|████████▊ | 4958/5632 [28:00<03:33,  3.16it/s]
epoch 0 loss 0.20998:  88%|████████▊ | 4959/5632 [28:00<03:33,  3.16it/s]
epoch 0 loss 0.20994:  88%|████████▊ | 4959/5632 [28:00<03:33,  3.16it/s]
epoch 0 loss 0.20994:  88%|████████▊ | 4960/5632 [28:00<03:34,  3.13it/s]
epoch 0 loss 0.2099:  88%|████████▊ | 4960/5632 [28:00<03:34,  3.13it/s] 
epoch 0 loss 0.2099:  88%|████████▊ | 4961/5632 [28:00<03:38,  3.08it/s]
epoch 0 loss 0.20986:  88%|████████▊ | 4961/5632 [28:01<03:38,  3.08it/s]
epoch 0 loss 0.20986:  88%|████████▊ | 4962/5632 [28:01<03:36,  3.10it/s]
epoch 0 loss 0.20982:  88%|████████▊ | 4962/5632 [28:01<03:36,  3.10it/s]
epoch 0 loss 0.20982:  88%|████████▊ | 4963/5632 [28:01<03:34,  3.12it/s]
epoch 0 loss 0.20978:  88%|████████▊ | 4963/5632 [28:01<03:34,  3.12it/s]
epoch 0 loss 0.20978:  88%|████████▊ | 4964/5632 [28:01<03:34,  3.12it/s]
epoch 0 loss 0.20974:  88%|████████▊ | 4964/5632 [28:02<03:34,  3.12it/s]
epoch 0 loss 0.20974:  88%|████████▊ | 4965/5632 [28:02<03:34,  3.11it/s]
epoch 0 loss 0.2097:  88%|████████▊ | 4965/5632 [28:02<03:34,  3.11it/s] 
epoch 0 loss 0.2097:  88%|████████▊ | 4966/5632 [28:02<03:32,  3.13it/s]
epoch 0 loss 0.20965:  88%|████████▊ | 4966/5632 [28:02<03:32,  3.13it/s]
epoch 0 loss 0.20965:  88%|████████▊ | 4967/5632 [28:02<03:31,  3.15it/s]
epoch 0 loss 0.20961:  88%|████████▊ | 4967/5632 [28:03<03:31,  3.15it/s]
epoch 0 loss 0.20961:  88%|████████▊ | 4968/5632 [28:03<03:29,  3.17it/s]
epoch 0 loss 0.20957:  88%|████████▊ | 4968/5632 [28:03<03:29,  3.17it/s]
epoch 0 loss 0.20957:  88%|████████▊ | 4969/5632 [28:03<03:27,  3.19it/s]
epoch 0 loss 0.20953:  88%|████████▊ | 4969/5632 [28:03<03:27,  3.19it/s]
epoch 0 loss 0.20953:  88%|████████▊ | 4970/5632 [28:03<03:26,  3.20it/s]
epoch 0 loss 0.20949:  88%|████████▊ | 4970/5632 [28:04<03:26,  3.20it/s]
epoch 0 loss 0.20949:  88%|████████▊ | 4971/5632 [28:04<03:25,  3.21it/s]
epoch 0 loss 0.20948:  88%|████████▊ | 4971/5632 [28:04<03:25,  3.21it/s]
epoch 0 loss 0.20948:  88%|████████▊ | 4972/5632 [28:04<03:25,  3.21it/s]
epoch 0 loss 0.20944:  88%|████████▊ | 4972/5632 [28:04<03:25,  3.21it/s]
epoch 0 loss 0.20944:  88%|████████▊ | 4973/5632 [28:04<03:24,  3.22it/s]
epoch 0 loss 0.2094:  88%|████████▊ | 4973/5632 [28:04<03:24,  3.22it/s] 
epoch 0 loss 0.2094:  88%|████████▊ | 4974/5632 [28:05<03:24,  3.22it/s]
epoch 0 loss 0.20936:  88%|████████▊ | 4974/5632 [28:06<03:24,  3.22it/s]
epoch 0 loss 0.20936:  88%|████████▊ | 4975/5632 [28:06<07:00,  1.56it/s]
epoch 0 loss 0.20932:  88%|████████▊ | 4975/5632 [28:06<07:00,  1.56it/s]
epoch 0 loss 0.20932:  88%|████████▊ | 4976/5632 [28:06<05:54,  1.85it/s]
epoch 0 loss 0.20928:  88%|████████▊ | 4976/5632 [28:07<05:54,  1.85it/s]
epoch 0 loss 0.20928:  88%|████████▊ | 4977/5632 [28:07<05:08,  2.12it/s]
epoch 0 loss 0.20924:  88%|████████▊ | 4977/5632 [28:07<05:08,  2.12it/s]
epoch 0 loss 0.20924:  88%|████████▊ | 4978/5632 [28:07<04:36,  2.36it/s]
epoch 0 loss 0.20936:  88%|████████▊ | 4978/5632 [28:07<04:36,  2.36it/s]
epoch 0 loss 0.20936:  88%|████████▊ | 4979/5632 [28:07<04:13,  2.57it/s]
epoch 0 loss 0.20932:  88%|████████▊ | 4979/5632 [28:07<04:13,  2.57it/s]
epoch 0 loss 0.20932:  88%|████████▊ | 4980/5632 [28:07<03:57,  2.74it/s]
epoch 0 loss 0.20928:  88%|████████▊ | 4980/5632 [28:08<03:57,  2.74it/s]
epoch 0 loss 0.20928:  88%|████████▊ | 4981/5632 [28:08<03:46,  2.87it/s]
epoch 0 loss 0.20924:  88%|████████▊ | 4981/5632 [28:08<03:46,  2.87it/s]
epoch 0 loss 0.20924:  88%|████████▊ | 4982/5632 [28:08<03:39,  2.97it/s]
epoch 0 loss 0.2092:  88%|████████▊ | 4982/5632 [28:08<03:39,  2.97it/s] 
epoch 0 loss 0.2092:  88%|████████▊ | 4983/5632 [28:08<03:33,  3.04it/s]
epoch 0 loss 0.2092:  88%|████████▊ | 4983/5632 [28:09<03:33,  3.04it/s]
epoch 0 loss 0.2092:  88%|████████▊ | 4984/5632 [28:09<03:29,  3.10it/s]
epoch 0 loss 0.20916:  88%|████████▊ | 4984/5632 [28:09<03:29,  3.10it/s]
epoch 0 loss 0.20916:  89%|████████▊ | 4985/5632 [28:09<03:26,  3.14it/s]
epoch 0 loss 0.20912:  89%|████████▊ | 4985/5632 [28:09<03:26,  3.14it/s]
epoch 0 loss 0.20912:  89%|████████▊ | 4986/5632 [28:09<03:23,  3.17it/s]
epoch 0 loss 0.20908:  89%|████████▊ | 4986/5632 [28:10<03:23,  3.17it/s]
epoch 0 loss 0.20908:  89%|████████▊ | 4987/5632 [28:10<03:22,  3.19it/s]
epoch 0 loss 0.20904:  89%|████████▊ | 4987/5632 [28:10<03:22,  3.19it/s]
epoch 0 loss 0.20904:  89%|████████▊ | 4988/5632 [28:10<03:21,  3.20it/s]
epoch 0 loss 0.20899:  89%|████████▊ | 4988/5632 [28:10<03:21,  3.20it/s]
epoch 0 loss 0.20899:  89%|████████▊ | 4989/5632 [28:10<03:20,  3.21it/s]
epoch 0 loss 0.20895:  89%|████████▊ | 4989/5632 [28:11<03:20,  3.21it/s]
epoch 0 loss 0.20895:  89%|████████▊ | 4990/5632 [28:11<03:19,  3.22it/s]
epoch 0 loss 0.20891:  89%|████████▊ | 4990/5632 [28:11<03:19,  3.22it/s]
epoch 0 loss 0.20891:  89%|████████▊ | 4991/5632 [28:11<03:18,  3.22it/s]
epoch 0 loss 0.20887:  89%|████████▊ | 4991/5632 [28:11<03:18,  3.22it/s]
epoch 0 loss 0.20887:  89%|████████▊ | 4992/5632 [28:11<03:18,  3.22it/s]
epoch 0 loss 0.20883:  89%|████████▊ | 4992/5632 [28:11<03:18,  3.22it/s]
epoch 0 loss 0.20883:  89%|████████▊ | 4993/5632 [28:11<03:18,  3.23it/s]
epoch 0 loss 0.20879:  89%|████████▊ | 4993/5632 [28:12<03:18,  3.23it/s]
epoch 0 loss 0.20879:  89%|████████▊ | 4994/5632 [28:12<03:17,  3.23it/s]
epoch 0 loss 0.20882:  89%|████████▊ | 4994/5632 [28:12<03:17,  3.23it/s]
epoch 0 loss 0.20882:  89%|████████▊ | 4995/5632 [28:12<03:17,  3.23it/s]
epoch 0 loss 0.20878:  89%|████████▊ | 4995/5632 [28:12<03:17,  3.23it/s]
epoch 0 loss 0.20878:  89%|████████▊ | 4996/5632 [28:12<03:16,  3.23it/s]
epoch 0 loss 0.20874:  89%|████████▊ | 4996/5632 [28:13<03:16,  3.23it/s]
epoch 0 loss 0.20874:  89%|████████▊ | 4997/5632 [28:13<03:16,  3.23it/s]
epoch 0 loss 0.20874:  89%|████████▊ | 4997/5632 [28:13<03:16,  3.23it/s]
epoch 0 loss 0.20874:  89%|████████▊ | 4998/5632 [28:13<03:16,  3.23it/s]
epoch 0 loss 0.2087:  89%|████████▊ | 4998/5632 [28:13<03:16,  3.23it/s] 
epoch 0 loss 0.2087:  89%|████████▉ | 4999/5632 [28:13<03:15,  3.23it/s]
epoch 0 loss 0.20866:  89%|████████▉ | 4999/5632 [28:14<03:15,  3.23it/s]
epoch 0 loss 0.20866:  89%|████████▉ | 5000/5632 [28:14<03:15,  3.23it/s]
epoch 0 loss 0.20862:  89%|████████▉ | 5000/5632 [28:14<03:15,  3.23it/s]
epoch 0 loss 0.20862:  89%|████████▉ | 5001/5632 [28:14<03:15,  3.23it/s]
epoch 0 loss 0.20858:  89%|████████▉ | 5001/5632 [28:14<03:15,  3.23it/s]
epoch 0 loss 0.20858:  89%|████████▉ | 5002/5632 [28:14<03:16,  3.21it/s]
epoch 0 loss 0.20854:  89%|████████▉ | 5002/5632 [28:15<03:16,  3.21it/s]
epoch 0 loss 0.20854:  89%|████████▉ | 5003/5632 [28:15<03:15,  3.21it/s]
epoch 0 loss 0.2085:  89%|████████▉ | 5003/5632 [28:15<03:15,  3.21it/s] 
epoch 0 loss 0.2085:  89%|████████▉ | 5004/5632 [28:15<03:15,  3.22it/s]
epoch 0 loss 0.20846:  89%|████████▉ | 5004/5632 [28:15<03:15,  3.22it/s]
epoch 0 loss 0.20846:  89%|████████▉ | 5005/5632 [28:15<03:15,  3.21it/s]
epoch 0 loss 0.20842:  89%|████████▉ | 5005/5632 [28:16<03:15,  3.21it/s]
epoch 0 loss 0.20842:  89%|████████▉ | 5006/5632 [28:16<03:15,  3.19it/s]
epoch 0 loss 0.20838:  89%|████████▉ | 5006/5632 [28:16<03:15,  3.19it/s]
epoch 0 loss 0.20838:  89%|████████▉ | 5007/5632 [28:16<03:15,  3.20it/s]
epoch 0 loss 0.20843:  89%|████████▉ | 5007/5632 [28:16<03:15,  3.20it/s]
epoch 0 loss 0.20843:  89%|████████▉ | 5008/5632 [28:16<03:16,  3.18it/s]
epoch 0 loss 0.20839:  89%|████████▉ | 5008/5632 [28:16<03:16,  3.18it/s]
epoch 0 loss 0.20839:  89%|████████▉ | 5009/5632 [28:16<03:18,  3.14it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5009/5632 [28:17<03:18,  3.14it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5010/5632 [28:17<03:18,  3.14it/s]
epoch 0 loss 0.20832:  89%|████████▉ | 5010/5632 [28:17<03:18,  3.14it/s]
epoch 0 loss 0.20832:  89%|████████▉ | 5011/5632 [28:17<03:17,  3.15it/s]
epoch 0 loss 0.20843:  89%|████████▉ | 5011/5632 [28:17<03:17,  3.15it/s]
epoch 0 loss 0.20843:  89%|████████▉ | 5012/5632 [28:17<03:16,  3.16it/s]
epoch 0 loss 0.20839:  89%|████████▉ | 5012/5632 [28:18<03:16,  3.16it/s]
epoch 0 loss 0.20839:  89%|████████▉ | 5013/5632 [28:18<03:17,  3.13it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5013/5632 [28:18<03:17,  3.13it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5014/5632 [28:18<03:17,  3.13it/s]
epoch 0 loss 0.2084:  89%|████████▉ | 5014/5632 [28:18<03:17,  3.13it/s] 
epoch 0 loss 0.2084:  89%|████████▉ | 5015/5632 [28:18<03:16,  3.14it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5015/5632 [28:19<03:16,  3.14it/s]
epoch 0 loss 0.20835:  89%|████████▉ | 5016/5632 [28:19<03:16,  3.13it/s]
epoch 0 loss 0.20831:  89%|████████▉ | 5016/5632 [28:19<03:16,  3.13it/s]
epoch 0 loss 0.20831:  89%|████████▉ | 5017/5632 [28:19<03:16,  3.13it/s]
epoch 0 loss 0.20827:  89%|████████▉ | 5017/5632 [28:19<03:16,  3.13it/s]
epoch 0 loss 0.20827:  89%|████████▉ | 5018/5632 [28:19<03:16,  3.13it/s]
epoch 0 loss 0.2083:  89%|████████▉ | 5018/5632 [28:20<03:16,  3.13it/s] 
epoch 0 loss 0.2083:  89%|████████▉ | 5019/5632 [28:20<03:15,  3.13it/s]
epoch 0 loss 0.20826:  89%|████████▉ | 5019/5632 [28:21<03:15,  3.13it/s]
epoch 0 loss 0.20826:  89%|████████▉ | 5020/5632 [28:21<07:28,  1.36it/s]
epoch 0 loss 0.20822:  89%|████████▉ | 5020/5632 [28:22<07:28,  1.36it/s]
epoch 0 loss 0.20822:  89%|████████▉ | 5021/5632 [28:22<06:10,  1.65it/s]
epoch 0 loss 0.20818:  89%|████████▉ | 5021/5632 [28:22<06:10,  1.65it/s]
epoch 0 loss 0.20818:  89%|████████▉ | 5022/5632 [28:22<05:14,  1.94it/s]
epoch 0 loss 0.20823:  89%|████████▉ | 5022/5632 [28:22<05:14,  1.94it/s]
epoch 0 loss 0.20823:  89%|████████▉ | 5023/5632 [28:22<04:36,  2.20it/s]
epoch 0 loss 0.20819:  89%|████████▉ | 5023/5632 [28:23<04:36,  2.20it/s]
epoch 0 loss 0.20819:  89%|████████▉ | 5024/5632 [28:23<04:09,  2.44it/s]
epoch 0 loss 0.20815:  89%|████████▉ | 5024/5632 [28:23<04:09,  2.44it/s]
epoch 0 loss 0.20815:  89%|████████▉ | 5025/5632 [28:23<03:50,  2.63it/s]
epoch 0 loss 0.20819:  89%|████████▉ | 5025/5632 [28:23<03:50,  2.63it/s]
epoch 0 loss 0.20819:  89%|████████▉ | 5026/5632 [28:23<03:37,  2.78it/s]
epoch 0 loss 0.20815:  89%|████████▉ | 5026/5632 [28:24<03:37,  2.78it/s]
epoch 0 loss 0.20815:  89%|████████▉ | 5027/5632 [28:24<03:27,  2.91it/s]
epoch 0 loss 0.20811:  89%|████████▉ | 5027/5632 [28:24<03:27,  2.91it/s]
epoch 0 loss 0.20811:  89%|████████▉ | 5028/5632 [28:24<03:21,  3.00it/s]
epoch 0 loss 0.20807:  89%|████████▉ | 5028/5632 [28:24<03:21,  3.00it/s]
epoch 0 loss 0.20807:  89%|████████▉ | 5029/5632 [28:24<03:16,  3.07it/s]
epoch 0 loss 0.20803:  89%|████████▉ | 5029/5632 [28:24<03:16,  3.07it/s]
epoch 0 loss 0.20803:  89%|████████▉ | 5030/5632 [28:24<03:13,  3.12it/s]
epoch 0 loss 0.20802:  89%|████████▉ | 5030/5632 [28:25<03:13,  3.12it/s]
epoch 0 loss 0.20802:  89%|████████▉ | 5031/5632 [28:25<03:10,  3.15it/s]
epoch 0 loss 0.20801:  89%|████████▉ | 5031/5632 [28:25<03:10,  3.15it/s]
epoch 0 loss 0.20801:  89%|████████▉ | 5032/5632 [28:25<03:09,  3.17it/s]
epoch 0 loss 0.20797:  89%|████████▉ | 5032/5632 [28:25<03:09,  3.17it/s]
epoch 0 loss 0.20797:  89%|████████▉ | 5033/5632 [28:25<03:07,  3.19it/s]
epoch 0 loss 0.20793:  89%|████████▉ | 5033/5632 [28:26<03:07,  3.19it/s]
epoch 0 loss 0.20793:  89%|████████▉ | 5034/5632 [28:26<03:06,  3.21it/s]
epoch 0 loss 0.20789:  89%|████████▉ | 5034/5632 [28:26<03:06,  3.21it/s]
epoch 0 loss 0.20789:  89%|████████▉ | 5035/5632 [28:26<03:05,  3.21it/s]
epoch 0 loss 0.20785:  89%|████████▉ | 5035/5632 [28:26<03:05,  3.21it/s]
epoch 0 loss 0.20785:  89%|████████▉ | 5036/5632 [28:26<03:04,  3.22it/s]
epoch 0 loss 0.20782:  89%|████████▉ | 5036/5632 [28:27<03:04,  3.22it/s]
epoch 0 loss 0.20782:  89%|████████▉ | 5037/5632 [28:27<03:04,  3.23it/s]
epoch 0 loss 0.20782:  89%|████████▉ | 5037/5632 [28:27<03:04,  3.23it/s]
epoch 0 loss 0.20782:  89%|████████▉ | 5038/5632 [28:27<03:03,  3.23it/s]
epoch 0 loss 0.20784:  89%|████████▉ | 5038/5632 [28:27<03:03,  3.23it/s]
epoch 0 loss 0.20784:  89%|████████▉ | 5039/5632 [28:27<03:03,  3.23it/s]
epoch 0 loss 0.2078:  89%|████████▉ | 5039/5632 [28:28<03:03,  3.23it/s] 
epoch 0 loss 0.2078:  89%|████████▉ | 5040/5632 [28:28<03:03,  3.23it/s]
epoch 0 loss 0.20776:  89%|████████▉ | 5040/5632 [28:28<03:03,  3.23it/s]
epoch 0 loss 0.20776:  90%|████████▉ | 5041/5632 [28:28<03:02,  3.23it/s]
epoch 0 loss 0.20779:  90%|████████▉ | 5041/5632 [28:28<03:02,  3.23it/s]
epoch 0 loss 0.20779:  90%|████████▉ | 5042/5632 [28:28<03:02,  3.23it/s]
epoch 0 loss 0.20775:  90%|████████▉ | 5042/5632 [28:28<03:02,  3.23it/s]
epoch 0 loss 0.20775:  90%|████████▉ | 5043/5632 [28:28<03:02,  3.24it/s]
epoch 0 loss 0.20771:  90%|████████▉ | 5043/5632 [28:29<03:02,  3.24it/s]
epoch 0 loss 0.20771:  90%|████████▉ | 5044/5632 [28:29<03:01,  3.24it/s]
epoch 0 loss 0.20773:  90%|████████▉ | 5044/5632 [28:29<03:01,  3.24it/s]
epoch 0 loss 0.20773:  90%|████████▉ | 5045/5632 [28:29<03:01,  3.23it/s]
epoch 0 loss 0.20769:  90%|████████▉ | 5045/5632 [28:29<03:01,  3.23it/s]
epoch 0 loss 0.20769:  90%|████████▉ | 5046/5632 [28:29<03:01,  3.24it/s]
epoch 0 loss 0.20765:  90%|████████▉ | 5046/5632 [28:30<03:01,  3.24it/s]
epoch 0 loss 0.20765:  90%|████████▉ | 5047/5632 [28:30<03:01,  3.23it/s]
epoch 0 loss 0.20761:  90%|████████▉ | 5047/5632 [28:30<03:01,  3.23it/s]
epoch 0 loss 0.20761:  90%|████████▉ | 5048/5632 [28:30<03:00,  3.23it/s]
epoch 0 loss 0.20757:  90%|████████▉ | 5048/5632 [28:30<03:00,  3.23it/s]
epoch 0 loss 0.20757:  90%|████████▉ | 5049/5632 [28:30<03:00,  3.23it/s]
epoch 0 loss 0.20753:  90%|████████▉ | 5049/5632 [28:31<03:00,  3.23it/s]
epoch 0 loss 0.20753:  90%|████████▉ | 5050/5632 [28:31<03:00,  3.23it/s]
epoch 0 loss 0.2075:  90%|████████▉ | 5050/5632 [28:31<03:00,  3.23it/s] 
epoch 0 loss 0.2075:  90%|████████▉ | 5051/5632 [28:31<02:59,  3.24it/s]
epoch 0 loss 0.20746:  90%|████████▉ | 5051/5632 [28:31<02:59,  3.24it/s]
epoch 0 loss 0.20746:  90%|████████▉ | 5052/5632 [28:31<02:59,  3.24it/s]
epoch 0 loss 0.20742:  90%|████████▉ | 5052/5632 [28:32<02:59,  3.24it/s]
epoch 0 loss 0.20742:  90%|████████▉ | 5053/5632 [28:32<02:58,  3.24it/s]
epoch 0 loss 0.20738:  90%|████████▉ | 5053/5632 [28:32<02:58,  3.24it/s]
epoch 0 loss 0.20738:  90%|████████▉ | 5054/5632 [28:32<02:58,  3.23it/s]
epoch 0 loss 0.20734:  90%|████████▉ | 5054/5632 [28:32<02:58,  3.23it/s]
epoch 0 loss 0.20734:  90%|████████▉ | 5055/5632 [28:32<02:58,  3.24it/s]
epoch 0 loss 0.2073:  90%|████████▉ | 5055/5632 [28:32<02:58,  3.24it/s] 
epoch 0 loss 0.2073:  90%|████████▉ | 5056/5632 [28:32<02:57,  3.24it/s]
epoch 0 loss 0.20726:  90%|████████▉ | 5056/5632 [28:33<02:57,  3.24it/s]
epoch 0 loss 0.20726:  90%|████████▉ | 5057/5632 [28:33<02:57,  3.23it/s]
epoch 0 loss 0.20726:  90%|████████▉ | 5057/5632 [28:33<02:57,  3.23it/s]
epoch 0 loss 0.20726:  90%|████████▉ | 5058/5632 [28:33<02:57,  3.24it/s]
epoch 0 loss 0.20722:  90%|████████▉ | 5058/5632 [28:33<02:57,  3.24it/s]
epoch 0 loss 0.20722:  90%|████████▉ | 5059/5632 [28:33<02:56,  3.24it/s]
epoch 0 loss 0.20718:  90%|████████▉ | 5059/5632 [28:34<02:56,  3.24it/s]
epoch 0 loss 0.20718:  90%|████████▉ | 5060/5632 [28:34<02:56,  3.24it/s]
epoch 0 loss 0.20714:  90%|████████▉ | 5060/5632 [28:34<02:56,  3.24it/s]
epoch 0 loss 0.20714:  90%|████████▉ | 5061/5632 [28:34<02:56,  3.23it/s]
epoch 0 loss 0.20709:  90%|████████▉ | 5061/5632 [28:34<02:56,  3.23it/s]
epoch 0 loss 0.20709:  90%|████████▉ | 5062/5632 [28:34<02:56,  3.23it/s]
epoch 0 loss 0.20707:  90%|████████▉ | 5062/5632 [28:35<02:56,  3.23it/s]
epoch 0 loss 0.20707:  90%|████████▉ | 5063/5632 [28:35<02:56,  3.23it/s]
epoch 0 loss 0.20703:  90%|████████▉ | 5063/5632 [28:35<02:56,  3.23it/s]
epoch 0 loss 0.20703:  90%|████████▉ | 5064/5632 [28:35<02:55,  3.23it/s]
epoch 0 loss 0.20699:  90%|████████▉ | 5064/5632 [28:35<02:55,  3.23it/s]
epoch 0 loss 0.20699:  90%|████████▉ | 5065/5632 [28:35<02:55,  3.23it/s]
epoch 0 loss 0.20695:  90%|████████▉ | 5065/5632 [28:37<02:55,  3.23it/s]
epoch 0 loss 0.20695:  90%|████████▉ | 5066/5632 [28:37<05:57,  1.58it/s]
epoch 0 loss 0.20695:  90%|████████▉ | 5066/5632 [28:37<05:57,  1.58it/s]
epoch 0 loss 0.20695:  90%|████████▉ | 5067/5632 [28:37<05:02,  1.87it/s]
epoch 0 loss 0.20692:  90%|████████▉ | 5067/5632 [28:37<05:02,  1.87it/s]
epoch 0 loss 0.20692:  90%|████████▉ | 5068/5632 [28:37<04:23,  2.14it/s]
epoch 0 loss 0.20688:  90%|████████▉ | 5068/5632 [28:38<04:23,  2.14it/s]
epoch 0 loss 0.20688:  90%|█████████ | 5069/5632 [28:38<03:56,  2.38it/s]
epoch 0 loss 0.20684:  90%|█████████ | 5069/5632 [28:38<03:56,  2.38it/s]
epoch 0 loss 0.20684:  90%|█████████ | 5070/5632 [28:38<03:37,  2.59it/s]
epoch 0 loss 0.20686:  90%|█████████ | 5070/5632 [28:38<03:37,  2.59it/s]
epoch 0 loss 0.20686:  90%|█████████ | 5071/5632 [28:38<03:23,  2.76it/s]
epoch 0 loss 0.20683:  90%|█████████ | 5071/5632 [28:39<03:23,  2.76it/s]
epoch 0 loss 0.20683:  90%|█████████ | 5072/5632 [28:39<03:14,  2.89it/s]
epoch 0 loss 0.20679:  90%|█████████ | 5072/5632 [28:39<03:14,  2.89it/s]
epoch 0 loss 0.20679:  90%|█████████ | 5073/5632 [28:39<03:07,  2.99it/s]
epoch 0 loss 0.20675:  90%|█████████ | 5073/5632 [28:39<03:07,  2.99it/s]
epoch 0 loss 0.20675:  90%|█████████ | 5074/5632 [28:39<03:02,  3.05it/s]
epoch 0 loss 0.20675:  90%|█████████ | 5074/5632 [28:39<03:02,  3.05it/s]
epoch 0 loss 0.20675:  90%|█████████ | 5075/5632 [28:39<02:59,  3.11it/s]
epoch 0 loss 0.20671:  90%|█████████ | 5075/5632 [28:40<02:59,  3.11it/s]
epoch 0 loss 0.20671:  90%|█████████ | 5076/5632 [28:40<02:56,  3.14it/s]
epoch 0 loss 0.20667:  90%|█████████ | 5076/5632 [28:40<02:56,  3.14it/s]
epoch 0 loss 0.20667:  90%|█████████ | 5077/5632 [28:40<02:55,  3.17it/s]
epoch 0 loss 0.20663:  90%|█████████ | 5077/5632 [28:40<02:55,  3.17it/s]
epoch 0 loss 0.20663:  90%|█████████ | 5078/5632 [28:40<02:53,  3.19it/s]
epoch 0 loss 0.20659:  90%|█████████ | 5078/5632 [28:41<02:53,  3.19it/s]
epoch 0 loss 0.20659:  90%|█████████ | 5079/5632 [28:41<02:52,  3.20it/s]
epoch 0 loss 0.20655:  90%|█████████ | 5079/5632 [28:41<02:52,  3.20it/s]
epoch 0 loss 0.20655:  90%|█████████ | 5080/5632 [28:41<02:51,  3.21it/s]
epoch 0 loss 0.20651:  90%|█████████ | 5080/5632 [28:41<02:51,  3.21it/s]
epoch 0 loss 0.20651:  90%|█████████ | 5081/5632 [28:41<02:51,  3.22it/s]
epoch 0 loss 0.20647:  90%|█████████ | 5081/5632 [28:42<02:51,  3.22it/s]
epoch 0 loss 0.20647:  90%|█████████ | 5082/5632 [28:42<02:50,  3.22it/s]
epoch 0 loss 0.20643:  90%|█████████ | 5082/5632 [28:42<02:50,  3.22it/s]
epoch 0 loss 0.20643:  90%|█████████ | 5083/5632 [28:42<02:50,  3.22it/s]
epoch 0 loss 0.20639:  90%|█████████ | 5083/5632 [28:42<02:50,  3.22it/s]
epoch 0 loss 0.20639:  90%|█████████ | 5084/5632 [28:42<02:49,  3.22it/s]
epoch 0 loss 0.20635:  90%|█████████ | 5084/5632 [28:43<02:49,  3.22it/s]
epoch 0 loss 0.20635:  90%|█████████ | 5085/5632 [28:43<02:49,  3.22it/s]
epoch 0 loss 0.20631:  90%|█████████ | 5085/5632 [28:43<02:49,  3.22it/s]
epoch 0 loss 0.20631:  90%|█████████ | 5086/5632 [28:43<02:49,  3.23it/s]
epoch 0 loss 0.20627:  90%|█████████ | 5086/5632 [28:43<02:49,  3.23it/s]
epoch 0 loss 0.20627:  90%|█████████ | 5087/5632 [28:43<02:49,  3.22it/s]
epoch 0 loss 0.20623:  90%|█████████ | 5087/5632 [28:43<02:49,  3.22it/s]
epoch 0 loss 0.20623:  90%|█████████ | 5088/5632 [28:43<02:49,  3.21it/s]
epoch 0 loss 0.20619:  90%|█████████ | 5088/5632 [28:44<02:49,  3.21it/s]
epoch 0 loss 0.20619:  90%|█████████ | 5089/5632 [28:44<02:51,  3.17it/s]
epoch 0 loss 0.2062:  90%|█████████ | 5089/5632 [28:44<02:51,  3.17it/s] 
epoch 0 loss 0.2062:  90%|█████████ | 5090/5632 [28:44<02:50,  3.19it/s]
epoch 0 loss 0.20616:  90%|█████████ | 5090/5632 [28:44<02:50,  3.19it/s]
epoch 0 loss 0.20616:  90%|█████████ | 5091/5632 [28:44<02:49,  3.20it/s]
epoch 0 loss 0.2062:  90%|█████████ | 5091/5632 [28:45<02:49,  3.20it/s] 
epoch 0 loss 0.2062:  90%|█████████ | 5092/5632 [28:45<02:48,  3.21it/s]
epoch 0 loss 0.20616:  90%|█████████ | 5092/5632 [28:45<02:48,  3.21it/s]
epoch 0 loss 0.20616:  90%|█████████ | 5093/5632 [28:45<02:48,  3.21it/s]
epoch 0 loss 0.20612:  90%|█████████ | 5093/5632 [28:45<02:48,  3.21it/s]
epoch 0 loss 0.20612:  90%|█████████ | 5094/5632 [28:45<02:47,  3.21it/s]
epoch 0 loss 0.20608:  90%|█████████ | 5094/5632 [28:46<02:47,  3.21it/s]
epoch 0 loss 0.20608:  90%|█████████ | 5095/5632 [28:46<02:47,  3.20it/s]
epoch 0 loss 0.20604:  90%|█████████ | 5095/5632 [28:46<02:47,  3.20it/s]
epoch 0 loss 0.20604:  90%|█████████ | 5096/5632 [28:46<02:47,  3.20it/s]
epoch 0 loss 0.206:  90%|█████████ | 5096/5632 [28:46<02:47,  3.20it/s]  
epoch 0 loss 0.206:  91%|█████████ | 5097/5632 [28:46<02:46,  3.22it/s]
epoch 0 loss 0.20596:  91%|█████████ | 5097/5632 [28:47<02:46,  3.22it/s]
epoch 0 loss 0.20596:  91%|█████████ | 5098/5632 [28:47<02:45,  3.22it/s]
epoch 0 loss 0.20593:  91%|█████████ | 5098/5632 [28:47<02:45,  3.22it/s]
epoch 0 loss 0.20593:  91%|█████████ | 5099/5632 [28:47<02:44,  3.23it/s]
epoch 0 loss 0.20589:  91%|█████████ | 5099/5632 [28:47<02:44,  3.23it/s]
epoch 0 loss 0.20589:  91%|█████████ | 5100/5632 [28:47<02:44,  3.23it/s]
epoch 0 loss 0.20585:  91%|█████████ | 5100/5632 [28:48<02:44,  3.23it/s]
epoch 0 loss 0.20585:  91%|█████████ | 5101/5632 [28:48<02:44,  3.23it/s]
epoch 0 loss 0.20581:  91%|█████████ | 5101/5632 [28:48<02:44,  3.23it/s]
epoch 0 loss 0.20581:  91%|█████████ | 5102/5632 [28:48<02:43,  3.23it/s]
epoch 0 loss 0.20579:  91%|█████████ | 5102/5632 [28:48<02:43,  3.23it/s]
epoch 0 loss 0.20579:  91%|█████████ | 5103/5632 [28:48<02:43,  3.23it/s]
epoch 0 loss 0.20575:  91%|█████████ | 5103/5632 [28:48<02:43,  3.23it/s]
epoch 0 loss 0.20575:  91%|█████████ | 5104/5632 [28:48<02:43,  3.23it/s]
epoch 0 loss 0.20571:  91%|█████████ | 5104/5632 [28:49<02:43,  3.23it/s]
epoch 0 loss 0.20571:  91%|█████████ | 5105/5632 [28:49<02:43,  3.23it/s]
epoch 0 loss 0.20567:  91%|█████████ | 5105/5632 [28:49<02:43,  3.23it/s]
epoch 0 loss 0.20567:  91%|█████████ | 5106/5632 [28:49<02:42,  3.23it/s]
epoch 0 loss 0.20568:  91%|█████████ | 5106/5632 [28:49<02:42,  3.23it/s]
epoch 0 loss 0.20568:  91%|█████████ | 5107/5632 [28:49<02:42,  3.23it/s]
epoch 0 loss 0.20564:  91%|█████████ | 5107/5632 [28:50<02:42,  3.23it/s]
epoch 0 loss 0.20564:  91%|█████████ | 5108/5632 [28:50<02:42,  3.23it/s]
epoch 0 loss 0.20561:  91%|█████████ | 5108/5632 [28:50<02:42,  3.23it/s]
epoch 0 loss 0.20561:  91%|█████████ | 5109/5632 [28:50<02:41,  3.23it/s]
epoch 0 loss 0.20557:  91%|█████████ | 5109/5632 [28:50<02:41,  3.23it/s]
epoch 0 loss 0.20557:  91%|█████████ | 5110/5632 [28:50<02:41,  3.23it/s]
epoch 0 loss 0.20554:  91%|█████████ | 5110/5632 [28:51<02:41,  3.23it/s]
epoch 0 loss 0.20554:  91%|█████████ | 5111/5632 [28:51<02:41,  3.23it/s]
epoch 0 loss 0.20553:  91%|█████████ | 5111/5632 [28:53<02:41,  3.23it/s]
epoch 0 loss 0.20553:  91%|█████████ | 5112/5632 [28:53<06:49,  1.27it/s]
epoch 0 loss 0.2055:  91%|█████████ | 5112/5632 [28:53<06:49,  1.27it/s] 
epoch 0 loss 0.2055:  91%|█████████ | 5113/5632 [28:53<05:34,  1.55it/s]
epoch 0 loss 0.20551:  91%|█████████ | 5113/5632 [28:53<05:34,  1.55it/s]
epoch 0 loss 0.20551:  91%|█████████ | 5114/5632 [28:53<04:41,  1.84it/s]
epoch 0 loss 0.20547:  91%|█████████ | 5114/5632 [28:53<04:41,  1.84it/s]
epoch 0 loss 0.20547:  91%|█████████ | 5115/5632 [28:53<04:04,  2.11it/s]
epoch 0 loss 0.20543:  91%|█████████ | 5115/5632 [28:54<04:04,  2.11it/s]
epoch 0 loss 0.20543:  91%|█████████ | 5116/5632 [28:54<03:38,  2.36it/s]
epoch 0 loss 0.2054:  91%|█████████ | 5116/5632 [28:54<03:38,  2.36it/s] 
epoch 0 loss 0.2054:  91%|█████████ | 5117/5632 [28:54<03:20,  2.56it/s]
epoch 0 loss 0.20536:  91%|█████████ | 5117/5632 [28:54<03:20,  2.56it/s]
epoch 0 loss 0.20536:  91%|█████████ | 5118/5632 [28:54<03:08,  2.73it/s]
epoch 0 loss 0.20532:  91%|█████████ | 5118/5632 [28:55<03:08,  2.73it/s]
epoch 0 loss 0.20532:  91%|█████████ | 5119/5632 [28:55<02:59,  2.86it/s]
epoch 0 loss 0.20528:  91%|█████████ | 5119/5632 [28:55<02:59,  2.86it/s]
epoch 0 loss 0.20528:  91%|█████████ | 5120/5632 [28:55<02:52,  2.96it/s]
epoch 0 loss 0.20524:  91%|█████████ | 5120/5632 [28:55<02:52,  2.96it/s]
epoch 0 loss 0.20524:  91%|█████████ | 5121/5632 [28:55<02:48,  3.03it/s]
epoch 0 loss 0.20526:  91%|█████████ | 5121/5632 [28:56<02:48,  3.03it/s]
epoch 0 loss 0.20526:  91%|█████████ | 5122/5632 [28:56<02:45,  3.09it/s]
epoch 0 loss 0.20522:  91%|█████████ | 5122/5632 [28:56<02:45,  3.09it/s]
epoch 0 loss 0.20522:  91%|█████████ | 5123/5632 [28:56<02:43,  3.12it/s]
epoch 0 loss 0.20518:  91%|█████████ | 5123/5632 [28:56<02:43,  3.12it/s]
epoch 0 loss 0.20518:  91%|█████████ | 5124/5632 [28:56<02:41,  3.15it/s]
epoch 0 loss 0.20519:  91%|█████████ | 5124/5632 [28:57<02:41,  3.15it/s]
epoch 0 loss 0.20519:  91%|█████████ | 5125/5632 [28:57<02:39,  3.17it/s]
epoch 0 loss 0.20515:  91%|█████████ | 5125/5632 [28:57<02:39,  3.17it/s]
epoch 0 loss 0.20515:  91%|█████████ | 5126/5632 [28:57<02:38,  3.19it/s]
epoch 0 loss 0.20512:  91%|█████████ | 5126/5632 [28:57<02:38,  3.19it/s]
epoch 0 loss 0.20512:  91%|█████████ | 5127/5632 [28:57<02:37,  3.20it/s]
epoch 0 loss 0.20521:  91%|█████████ | 5127/5632 [28:57<02:37,  3.20it/s]
epoch 0 loss 0.20521:  91%|█████████ | 5128/5632 [28:57<02:37,  3.21it/s]
epoch 0 loss 0.20517:  91%|█████████ | 5128/5632 [28:58<02:37,  3.21it/s]
epoch 0 loss 0.20517:  91%|█████████ | 5129/5632 [28:58<02:36,  3.22it/s]
epoch 0 loss 0.20514:  91%|█████████ | 5129/5632 [28:58<02:36,  3.22it/s]
epoch 0 loss 0.20514:  91%|█████████ | 5130/5632 [28:58<02:35,  3.23it/s]
epoch 0 loss 0.2051:  91%|█████████ | 5130/5632 [28:58<02:35,  3.23it/s] 
epoch 0 loss 0.2051:  91%|█████████ | 5131/5632 [28:58<02:35,  3.23it/s]
epoch 0 loss 0.20506:  91%|█████████ | 5131/5632 [28:59<02:35,  3.23it/s]
epoch 0 loss 0.20506:  91%|█████████ | 5132/5632 [28:59<02:34,  3.23it/s]
epoch 0 loss 0.20502:  91%|█████████ | 5132/5632 [28:59<02:34,  3.23it/s]
epoch 0 loss 0.20502:  91%|█████████ | 5133/5632 [28:59<02:34,  3.23it/s]
epoch 0 loss 0.20504:  91%|█████████ | 5133/5632 [28:59<02:34,  3.23it/s]
epoch 0 loss 0.20504:  91%|█████████ | 5134/5632 [28:59<02:34,  3.23it/s]
epoch 0 loss 0.205:  91%|█████████ | 5134/5632 [29:00<02:34,  3.23it/s]  
epoch 0 loss 0.205:  91%|█████████ | 5135/5632 [29:00<02:33,  3.24it/s]
epoch 0 loss 0.20496:  91%|█████████ | 5135/5632 [29:00<02:33,  3.24it/s]
epoch 0 loss 0.20496:  91%|█████████ | 5136/5632 [29:00<02:33,  3.24it/s]
epoch 0 loss 0.205:  91%|█████████ | 5136/5632 [29:00<02:33,  3.24it/s]  
epoch 0 loss 0.205:  91%|█████████ | 5137/5632 [29:00<02:32,  3.24it/s]
epoch 0 loss 0.20496:  91%|█████████ | 5137/5632 [29:01<02:32,  3.24it/s]
epoch 0 loss 0.20496:  91%|█████████ | 5138/5632 [29:01<02:32,  3.24it/s]
epoch 0 loss 0.20492:  91%|█████████ | 5138/5632 [29:01<02:32,  3.24it/s]
epoch 0 loss 0.20492:  91%|█████████ | 5139/5632 [29:01<02:32,  3.23it/s]
epoch 0 loss 0.20488:  91%|█████████ | 5139/5632 [29:01<02:32,  3.23it/s]
epoch 0 loss 0.20488:  91%|█████████▏| 5140/5632 [29:01<02:32,  3.23it/s]
epoch 0 loss 0.20484:  91%|█████████▏| 5140/5632 [29:01<02:32,  3.23it/s]
epoch 0 loss 0.20484:  91%|█████████▏| 5141/5632 [29:01<02:31,  3.23it/s]
epoch 0 loss 0.2048:  91%|█████████▏| 5141/5632 [29:02<02:31,  3.23it/s] 
epoch 0 loss 0.2048:  91%|█████████▏| 5142/5632 [29:02<02:31,  3.23it/s]
epoch 0 loss 0.20476:  91%|█████████▏| 5142/5632 [29:02<02:31,  3.23it/s]
epoch 0 loss 0.20476:  91%|█████████▏| 5143/5632 [29:02<02:31,  3.23it/s]
epoch 0 loss 0.20473:  91%|█████████▏| 5143/5632 [29:02<02:31,  3.23it/s]
epoch 0 loss 0.20473:  91%|█████████▏| 5144/5632 [29:02<02:30,  3.23it/s]
epoch 0 loss 0.20472:  91%|█████████▏| 5144/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20472:  91%|█████████▏| 5145/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20468:  91%|█████████▏| 5145/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20468:  91%|█████████▏| 5146/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20465:  91%|█████████▏| 5146/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20465:  91%|█████████▏| 5147/5632 [29:03<02:30,  3.23it/s]
epoch 0 loss 0.20461:  91%|█████████▏| 5147/5632 [29:04<02:30,  3.23it/s]
epoch 0 loss 0.20461:  91%|█████████▏| 5148/5632 [29:04<02:29,  3.23it/s]
epoch 0 loss 0.20461:  91%|█████████▏| 5148/5632 [29:04<02:29,  3.23it/s]
epoch 0 loss 0.20461:  91%|█████████▏| 5149/5632 [29:04<02:29,  3.23it/s]
epoch 0 loss 0.20457:  91%|█████████▏| 5149/5632 [29:04<02:29,  3.23it/s]
epoch 0 loss 0.20457:  91%|█████████▏| 5150/5632 [29:04<02:29,  3.23it/s]
epoch 0 loss 0.20455:  91%|█████████▏| 5150/5632 [29:05<02:29,  3.23it/s]
epoch 0 loss 0.20455:  91%|█████████▏| 5151/5632 [29:05<02:28,  3.24it/s]
epoch 0 loss 0.20458:  91%|█████████▏| 5151/5632 [29:05<02:28,  3.24it/s]
epoch 0 loss 0.20458:  91%|█████████▏| 5152/5632 [29:05<02:28,  3.23it/s]
epoch 0 loss 0.20459:  91%|█████████▏| 5152/5632 [29:05<02:28,  3.23it/s]
epoch 0 loss 0.20459:  91%|█████████▏| 5153/5632 [29:05<02:28,  3.23it/s]
epoch 0 loss 0.20455:  91%|█████████▏| 5153/5632 [29:06<02:28,  3.23it/s]
epoch 0 loss 0.20455:  92%|█████████▏| 5154/5632 [29:06<02:27,  3.24it/s]
epoch 0 loss 0.20451:  92%|█████████▏| 5154/5632 [29:06<02:27,  3.24it/s]
epoch 0 loss 0.20451:  92%|█████████▏| 5155/5632 [29:06<02:27,  3.24it/s]
epoch 0 loss 0.20448:  92%|█████████▏| 5155/5632 [29:06<02:27,  3.24it/s]
epoch 0 loss 0.20448:  92%|█████████▏| 5156/5632 [29:06<02:26,  3.24it/s]
epoch 0 loss 0.20444:  92%|█████████▏| 5156/5632 [29:08<02:26,  3.24it/s]
epoch 0 loss 0.20444:  92%|█████████▏| 5157/5632 [29:08<06:09,  1.29it/s]
epoch 0 loss 0.20448:  92%|█████████▏| 5157/5632 [29:08<06:09,  1.29it/s]
epoch 0 loss 0.20448:  92%|█████████▏| 5158/5632 [29:08<05:01,  1.57it/s]
epoch 0 loss 0.20445:  92%|█████████▏| 5158/5632 [29:09<05:01,  1.57it/s]
epoch 0 loss 0.20445:  92%|█████████▏| 5159/5632 [29:09<04:14,  1.86it/s]
epoch 0 loss 0.20441:  92%|█████████▏| 5159/5632 [29:09<04:14,  1.86it/s]
epoch 0 loss 0.20441:  92%|█████████▏| 5160/5632 [29:09<03:41,  2.13it/s]
epoch 0 loss 0.20437:  92%|█████████▏| 5160/5632 [29:09<03:41,  2.13it/s]
epoch 0 loss 0.20437:  92%|█████████▏| 5161/5632 [29:09<03:18,  2.37it/s]
epoch 0 loss 0.20434:  92%|█████████▏| 5161/5632 [29:10<03:18,  2.37it/s]
epoch 0 loss 0.20434:  92%|█████████▏| 5162/5632 [29:10<03:02,  2.58it/s]
epoch 0 loss 0.2043:  92%|█████████▏| 5162/5632 [29:10<03:02,  2.58it/s] 
epoch 0 loss 0.2043:  92%|█████████▏| 5163/5632 [29:10<02:50,  2.75it/s]
epoch 0 loss 0.20428:  92%|█████████▏| 5163/5632 [29:10<02:50,  2.75it/s]
epoch 0 loss 0.20428:  92%|█████████▏| 5164/5632 [29:10<02:42,  2.88it/s]
epoch 0 loss 0.20424:  92%|█████████▏| 5164/5632 [29:10<02:42,  2.88it/s]
epoch 0 loss 0.20424:  92%|█████████▏| 5165/5632 [29:10<02:36,  2.98it/s]
epoch 0 loss 0.2042:  92%|█████████▏| 5165/5632 [29:11<02:36,  2.98it/s] 
epoch 0 loss 0.2042:  92%|█████████▏| 5166/5632 [29:11<02:32,  3.05it/s]
epoch 0 loss 0.20417:  92%|█████████▏| 5166/5632 [29:11<02:32,  3.05it/s]
epoch 0 loss 0.20417:  92%|█████████▏| 5167/5632 [29:11<02:29,  3.10it/s]
epoch 0 loss 0.20413:  92%|█████████▏| 5167/5632 [29:11<02:29,  3.10it/s]
epoch 0 loss 0.20413:  92%|█████████▏| 5168/5632 [29:11<02:27,  3.14it/s]
epoch 0 loss 0.20416:  92%|█████████▏| 5168/5632 [29:12<02:27,  3.14it/s]
epoch 0 loss 0.20416:  92%|█████████▏| 5169/5632 [29:12<02:26,  3.17it/s]
epoch 0 loss 0.20412:  92%|█████████▏| 5169/5632 [29:12<02:26,  3.17it/s]
epoch 0 loss 0.20412:  92%|█████████▏| 5170/5632 [29:12<02:25,  3.18it/s]
epoch 0 loss 0.20409:  92%|█████████▏| 5170/5632 [29:12<02:25,  3.18it/s]
epoch 0 loss 0.20409:  92%|█████████▏| 5171/5632 [29:12<02:24,  3.20it/s]
epoch 0 loss 0.20405:  92%|█████████▏| 5171/5632 [29:13<02:24,  3.20it/s]
epoch 0 loss 0.20405:  92%|█████████▏| 5172/5632 [29:13<02:23,  3.21it/s]
epoch 0 loss 0.20401:  92%|█████████▏| 5172/5632 [29:13<02:23,  3.21it/s]
epoch 0 loss 0.20401:  92%|█████████▏| 5173/5632 [29:13<02:22,  3.21it/s]
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epoch 0 loss 0.20397:  92%|█████████▏| 5174/5632 [29:13<02:22,  3.22it/s]
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epoch 0 loss 0.20386:  92%|█████████▏| 5177/5632 [29:14<02:20,  3.23it/s]
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epoch 0 loss 0.20344:  92%|█████████▏| 5193/5632 [29:19<02:15,  3.23it/s]
epoch 0 loss 0.20341:  92%|█████████▏| 5193/5632 [29:19<02:15,  3.23it/s]
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epoch 0 loss 0.20337:  92%|█████████▏| 5194/5632 [29:20<02:15,  3.23it/s]
epoch 0 loss 0.20337:  92%|█████████▏| 5195/5632 [29:20<02:15,  3.23it/s]
epoch 0 loss 0.20333:  92%|█████████▏| 5195/5632 [29:20<02:15,  3.23it/s]
epoch 0 loss 0.20333:  92%|█████████▏| 5196/5632 [29:20<02:14,  3.23it/s]
epoch 0 loss 0.20329:  92%|█████████▏| 5196/5632 [29:20<02:14,  3.23it/s]
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epoch 0 loss 0.20326:  92%|█████████▏| 5197/5632 [29:22<02:14,  3.23it/s]
epoch 0 loss 0.20326:  92%|█████████▏| 5198/5632 [29:22<06:04,  1.19it/s]
epoch 0 loss 0.20322:  92%|█████████▏| 5198/5632 [29:23<06:04,  1.19it/s]
epoch 0 loss 0.20322:  92%|█████████▏| 5199/5632 [29:23<04:54,  1.47it/s]
epoch 0 loss 0.20318:  92%|█████████▏| 5199/5632 [29:23<04:54,  1.47it/s]
epoch 0 loss 0.20318:  92%|█████████▏| 5200/5632 [29:23<04:05,  1.76it/s]
epoch 0 loss 0.20314:  92%|█████████▏| 5200/5632 [29:23<04:05,  1.76it/s]
epoch 0 loss 0.20314:  92%|█████████▏| 5201/5632 [29:23<03:31,  2.04it/s]
epoch 0 loss 0.20311:  92%|█████████▏| 5201/5632 [29:24<03:31,  2.04it/s]
epoch 0 loss 0.20311:  92%|█████████▏| 5202/5632 [29:24<03:07,  2.29it/s]
epoch 0 loss 0.20307:  92%|█████████▏| 5202/5632 [29:24<03:07,  2.29it/s]
epoch 0 loss 0.20307:  92%|█████████▏| 5203/5632 [29:24<02:50,  2.51it/s]
epoch 0 loss 0.20303:  92%|█████████▏| 5203/5632 [29:24<02:50,  2.51it/s]
epoch 0 loss 0.20303:  92%|█████████▏| 5204/5632 [29:24<02:39,  2.69it/s]
epoch 0 loss 0.20299:  92%|█████████▏| 5204/5632 [29:25<02:39,  2.69it/s]
epoch 0 loss 0.20299:  92%|█████████▏| 5205/5632 [29:25<02:30,  2.83it/s]
epoch 0 loss 0.20304:  92%|█████████▏| 5205/5632 [29:25<02:30,  2.83it/s]
epoch 0 loss 0.20304:  92%|█████████▏| 5206/5632 [29:25<02:24,  2.94it/s]
epoch 0 loss 0.203:  92%|█████████▏| 5206/5632 [29:25<02:24,  2.94it/s]  
epoch 0 loss 0.203:  92%|█████████▏| 5207/5632 [29:25<02:20,  3.02it/s]
epoch 0 loss 0.20296:  92%|█████████▏| 5207/5632 [29:26<02:20,  3.02it/s]
epoch 0 loss 0.20296:  92%|█████████▏| 5208/5632 [29:26<02:17,  3.08it/s]
epoch 0 loss 0.20292:  92%|█████████▏| 5208/5632 [29:26<02:17,  3.08it/s]
epoch 0 loss 0.20292:  92%|█████████▏| 5209/5632 [29:26<02:15,  3.12it/s]
epoch 0 loss 0.20288:  92%|█████████▏| 5209/5632 [29:26<02:15,  3.12it/s]
epoch 0 loss 0.20288:  93%|█████████▎| 5210/5632 [29:26<02:13,  3.15it/s]
epoch 0 loss 0.20285:  93%|█████████▎| 5210/5632 [29:26<02:13,  3.15it/s]
epoch 0 loss 0.20285:  93%|█████████▎| 5211/5632 [29:26<02:12,  3.18it/s]
epoch 0 loss 0.20281:  93%|█████████▎| 5211/5632 [29:27<02:12,  3.18it/s]
epoch 0 loss 0.20281:  93%|█████████▎| 5212/5632 [29:27<02:11,  3.19it/s]
epoch 0 loss 0.20277:  93%|█████████▎| 5212/5632 [29:27<02:11,  3.19it/s]
epoch 0 loss 0.20277:  93%|█████████▎| 5213/5632 [29:27<02:10,  3.21it/s]
epoch 0 loss 0.20273:  93%|█████████▎| 5213/5632 [29:27<02:10,  3.21it/s]
epoch 0 loss 0.20273:  93%|█████████▎| 5214/5632 [29:27<02:09,  3.22it/s]
epoch 0 loss 0.20271:  93%|█████████▎| 5214/5632 [29:28<02:09,  3.22it/s]
epoch 0 loss 0.20271:  93%|█████████▎| 5215/5632 [29:28<02:09,  3.22it/s]
epoch 0 loss 0.20267:  93%|█████████▎| 5215/5632 [29:28<02:09,  3.22it/s]
epoch 0 loss 0.20267:  93%|█████████▎| 5216/5632 [29:28<02:09,  3.22it/s]
epoch 0 loss 0.20263:  93%|█████████▎| 5216/5632 [29:28<02:09,  3.22it/s]
epoch 0 loss 0.20263:  93%|█████████▎| 5217/5632 [29:28<02:08,  3.23it/s]
epoch 0 loss 0.20259:  93%|█████████▎| 5217/5632 [29:29<02:08,  3.23it/s]
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epoch 0 loss 0.20259:  93%|█████████▎| 5219/5632 [29:29<02:07,  3.23it/s]
epoch 0 loss 0.20255:  93%|█████████▎| 5219/5632 [29:29<02:07,  3.23it/s]
epoch 0 loss 0.20255:  93%|█████████▎| 5220/5632 [29:29<02:07,  3.23it/s]
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epoch 0 loss 0.20229:  93%|█████████▎| 5228/5632 [29:32<02:04,  3.23it/s]
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epoch 0 loss 0.20225:  93%|█████████▎| 5229/5632 [29:32<02:04,  3.23it/s]
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epoch 0 loss 0.20234:  93%|█████████▎| 5231/5632 [29:33<02:04,  3.23it/s]
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epoch 0 loss 0.2023:  93%|█████████▎| 5232/5632 [29:33<02:03,  3.23it/s] 
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epoch 0 loss 0.20208:  93%|█████████▎| 5238/5632 [29:35<02:01,  3.23it/s]
epoch 0 loss 0.20208:  93%|█████████▎| 5239/5632 [29:35<02:01,  3.23it/s]
epoch 0 loss 0.20204:  93%|█████████▎| 5239/5632 [29:35<02:01,  3.23it/s]
epoch 0 loss 0.20204:  93%|█████████▎| 5240/5632 [29:35<02:00,  3.24it/s]
epoch 0 loss 0.20201:  93%|█████████▎| 5240/5632 [29:36<02:00,  3.24it/s]
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epoch 0 loss 0.20197:  93%|█████████▎| 5241/5632 [29:36<02:00,  3.26it/s]
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epoch 0 loss 0.20182:  93%|█████████▎| 5245/5632 [29:39<03:27,  1.87it/s]
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epoch 0 loss 0.20183:  93%|█████████▎| 5246/5632 [29:39<03:00,  2.14it/s]
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epoch 0 loss 0.20179:  93%|█████████▎| 5247/5632 [29:39<02:41,  2.38it/s]
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epoch 0 loss 0.20179:  93%|█████████▎| 5249/5632 [29:40<02:19,  2.75it/s]
epoch 0 loss 0.20176:  93%|█████████▎| 5249/5632 [29:40<02:19,  2.75it/s]
epoch 0 loss 0.20176:  93%|█████████▎| 5250/5632 [29:40<02:12,  2.87it/s]
epoch 0 loss 0.20172:  93%|█████████▎| 5250/5632 [29:40<02:12,  2.87it/s]
epoch 0 loss 0.20172:  93%|█████████▎| 5251/5632 [29:40<02:08,  2.97it/s]
epoch 0 loss 0.20168:  93%|█████████▎| 5251/5632 [29:41<02:08,  2.97it/s]
epoch 0 loss 0.20168:  93%|█████████▎| 5252/5632 [29:41<02:04,  3.05it/s]
epoch 0 loss 0.20164:  93%|█████████▎| 5252/5632 [29:41<02:04,  3.05it/s]
epoch 0 loss 0.20164:  93%|█████████▎| 5253/5632 [29:41<02:02,  3.10it/s]
epoch 0 loss 0.20172:  93%|█████████▎| 5253/5632 [29:41<02:02,  3.10it/s]
epoch 0 loss 0.20172:  93%|█████████▎| 5254/5632 [29:41<02:00,  3.13it/s]
epoch 0 loss 0.20169:  93%|█████████▎| 5254/5632 [29:42<02:00,  3.13it/s]
epoch 0 loss 0.20169:  93%|█████████▎| 5255/5632 [29:42<01:58,  3.17it/s]
epoch 0 loss 0.20165:  93%|█████████▎| 5255/5632 [29:42<01:58,  3.17it/s]
epoch 0 loss 0.20165:  93%|█████████▎| 5256/5632 [29:42<01:57,  3.20it/s]
epoch 0 loss 0.20161:  93%|█████████▎| 5256/5632 [29:42<01:57,  3.20it/s]
epoch 0 loss 0.20161:  93%|█████████▎| 5257/5632 [29:42<01:56,  3.21it/s]
epoch 0 loss 0.20158:  93%|█████████▎| 5257/5632 [29:43<01:56,  3.21it/s]
epoch 0 loss 0.20158:  93%|█████████▎| 5258/5632 [29:43<01:56,  3.22it/s]
epoch 0 loss 0.20154:  93%|█████████▎| 5258/5632 [29:43<01:56,  3.22it/s]
epoch 0 loss 0.20154:  93%|█████████▎| 5259/5632 [29:43<01:56,  3.21it/s]
epoch 0 loss 0.20158:  93%|█████████▎| 5259/5632 [29:43<01:56,  3.21it/s]
epoch 0 loss 0.20158:  93%|█████████▎| 5260/5632 [29:43<01:55,  3.23it/s]
epoch 0 loss 0.20154:  93%|█████████▎| 5260/5632 [29:43<01:55,  3.23it/s]
epoch 0 loss 0.20154:  93%|█████████▎| 5261/5632 [29:43<01:54,  3.24it/s]
epoch 0 loss 0.2015:  93%|█████████▎| 5261/5632 [29:44<01:54,  3.24it/s] 
epoch 0 loss 0.2015:  93%|█████████▎| 5262/5632 [29:44<01:54,  3.24it/s]
epoch 0 loss 0.20147:  93%|█████████▎| 5262/5632 [29:44<01:54,  3.24it/s]
epoch 0 loss 0.20147:  93%|█████████▎| 5263/5632 [29:44<01:53,  3.24it/s]
epoch 0 loss 0.20152:  93%|█████████▎| 5263/5632 [29:44<01:53,  3.24it/s]
epoch 0 loss 0.20152:  93%|█████████▎| 5264/5632 [29:44<01:53,  3.24it/s]
epoch 0 loss 0.20148:  93%|█████████▎| 5264/5632 [29:45<01:53,  3.24it/s]
epoch 0 loss 0.20148:  93%|█████████▎| 5265/5632 [29:45<01:53,  3.24it/s]
epoch 0 loss 0.20144:  93%|█████████▎| 5265/5632 [29:45<01:53,  3.24it/s]
epoch 0 loss 0.20144:  94%|█████████▎| 5266/5632 [29:45<01:53,  3.24it/s]
epoch 0 loss 0.20141:  94%|█████████▎| 5266/5632 [29:45<01:53,  3.24it/s]
epoch 0 loss 0.20141:  94%|█████████▎| 5267/5632 [29:45<01:52,  3.23it/s]
epoch 0 loss 0.20137:  94%|█████████▎| 5267/5632 [29:46<01:52,  3.23it/s]
epoch 0 loss 0.20137:  94%|█████████▎| 5268/5632 [29:46<01:52,  3.23it/s]
epoch 0 loss 0.20134:  94%|█████████▎| 5268/5632 [29:46<01:52,  3.23it/s]
epoch 0 loss 0.20134:  94%|█████████▎| 5269/5632 [29:46<01:52,  3.24it/s]
epoch 0 loss 0.20131:  94%|█████████▎| 5269/5632 [29:46<01:52,  3.24it/s]
epoch 0 loss 0.20131:  94%|█████████▎| 5270/5632 [29:46<01:51,  3.24it/s]
epoch 0 loss 0.20127:  94%|█████████▎| 5270/5632 [29:47<01:51,  3.24it/s]
epoch 0 loss 0.20127:  94%|█████████▎| 5271/5632 [29:47<01:51,  3.24it/s]
epoch 0 loss 0.20123:  94%|█████████▎| 5271/5632 [29:47<01:51,  3.24it/s]
epoch 0 loss 0.20123:  94%|█████████▎| 5272/5632 [29:47<01:51,  3.23it/s]
epoch 0 loss 0.2012:  94%|█████████▎| 5272/5632 [29:47<01:51,  3.23it/s] 
epoch 0 loss 0.2012:  94%|█████████▎| 5273/5632 [29:47<01:51,  3.23it/s]
epoch 0 loss 0.20116:  94%|█████████▎| 5273/5632 [29:47<01:51,  3.23it/s]
epoch 0 loss 0.20116:  94%|█████████▎| 5274/5632 [29:47<01:50,  3.23it/s]
epoch 0 loss 0.20127:  94%|█████████▎| 5274/5632 [29:48<01:50,  3.23it/s]
epoch 0 loss 0.20127:  94%|█████████▎| 5275/5632 [29:48<01:50,  3.23it/s]
epoch 0 loss 0.20123:  94%|█████████▎| 5275/5632 [29:48<01:50,  3.23it/s]
epoch 0 loss 0.20123:  94%|█████████▎| 5276/5632 [29:48<01:50,  3.23it/s]
epoch 0 loss 0.20119:  94%|█████████▎| 5276/5632 [29:48<01:50,  3.23it/s]
epoch 0 loss 0.20119:  94%|█████████▎| 5277/5632 [29:48<01:49,  3.23it/s]
epoch 0 loss 0.20115:  94%|█████████▎| 5277/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20115:  94%|█████████▎| 5278/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20119:  94%|█████████▎| 5278/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20119:  94%|█████████▎| 5279/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20116:  94%|█████████▎| 5279/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20116:  94%|█████████▍| 5280/5632 [29:49<01:49,  3.23it/s]
epoch 0 loss 0.20112:  94%|█████████▍| 5280/5632 [29:50<01:49,  3.23it/s]
epoch 0 loss 0.20112:  94%|█████████▍| 5281/5632 [29:50<01:48,  3.22it/s]
epoch 0 loss 0.20108:  94%|█████████▍| 5281/5632 [29:50<01:48,  3.22it/s]
epoch 0 loss 0.20108:  94%|█████████▍| 5282/5632 [29:50<01:48,  3.22it/s]
epoch 0 loss 0.20105:  94%|█████████▍| 5282/5632 [29:50<01:48,  3.22it/s]
epoch 0 loss 0.20105:  94%|█████████▍| 5283/5632 [29:50<01:48,  3.21it/s]
epoch 0 loss 0.20106:  94%|█████████▍| 5283/5632 [29:51<01:48,  3.21it/s]
epoch 0 loss 0.20106:  94%|█████████▍| 5284/5632 [29:51<01:48,  3.21it/s]
epoch 0 loss 0.20102:  94%|█████████▍| 5284/5632 [29:51<01:48,  3.21it/s]
epoch 0 loss 0.20102:  94%|█████████▍| 5285/5632 [29:51<01:47,  3.22it/s]
epoch 0 loss 0.20098:  94%|█████████▍| 5285/5632 [29:51<01:47,  3.22it/s]
epoch 0 loss 0.20098:  94%|█████████▍| 5286/5632 [29:51<01:47,  3.22it/s]
epoch 0 loss 0.20102:  94%|█████████▍| 5286/5632 [29:52<01:47,  3.22it/s]
epoch 0 loss 0.20102:  94%|█████████▍| 5287/5632 [29:52<01:46,  3.23it/s]
epoch 0 loss 0.20098:  94%|█████████▍| 5287/5632 [29:52<01:46,  3.23it/s]
epoch 0 loss 0.20098:  94%|█████████▍| 5288/5632 [29:52<01:46,  3.23it/s]
epoch 0 loss 0.20094:  94%|█████████▍| 5288/5632 [29:54<01:46,  3.23it/s]
epoch 0 loss 0.20094:  94%|█████████▍| 5289/5632 [29:54<04:29,  1.27it/s]
epoch 0 loss 0.20091:  94%|█████████▍| 5289/5632 [29:54<04:29,  1.27it/s]
epoch 0 loss 0.20091:  94%|█████████▍| 5290/5632 [29:54<03:41,  1.54it/s]
epoch 0 loss 0.20088:  94%|█████████▍| 5290/5632 [29:54<03:41,  1.54it/s]
epoch 0 loss 0.20088:  94%|█████████▍| 5291/5632 [29:54<03:05,  1.83it/s]
epoch 0 loss 0.20084:  94%|█████████▍| 5291/5632 [29:55<03:05,  1.83it/s]
epoch 0 loss 0.20084:  94%|█████████▍| 5292/5632 [29:55<02:41,  2.11it/s]
epoch 0 loss 0.20081:  94%|█████████▍| 5292/5632 [29:55<02:41,  2.11it/s]
epoch 0 loss 0.20081:  94%|█████████▍| 5293/5632 [29:55<02:24,  2.35it/s]
epoch 0 loss 0.20088:  94%|█████████▍| 5293/5632 [29:55<02:24,  2.35it/s]
epoch 0 loss 0.20088:  94%|█████████▍| 5294/5632 [29:55<02:11,  2.57it/s]
epoch 0 loss 0.20085:  94%|█████████▍| 5294/5632 [29:56<02:11,  2.57it/s]
epoch 0 loss 0.20085:  94%|█████████▍| 5295/5632 [29:56<02:03,  2.74it/s]
epoch 0 loss 0.20081:  94%|█████████▍| 5295/5632 [29:56<02:03,  2.74it/s]
epoch 0 loss 0.20081:  94%|█████████▍| 5296/5632 [29:56<01:56,  2.87it/s]
epoch 0 loss 0.20082:  94%|█████████▍| 5296/5632 [29:56<01:56,  2.87it/s]
epoch 0 loss 0.20082:  94%|█████████▍| 5297/5632 [29:56<01:52,  2.97it/s]
epoch 0 loss 0.20078:  94%|█████████▍| 5297/5632 [29:57<01:52,  2.97it/s]
epoch 0 loss 0.20078:  94%|█████████▍| 5298/5632 [29:57<01:49,  3.05it/s]
epoch 0 loss 0.20075:  94%|█████████▍| 5298/5632 [29:57<01:49,  3.05it/s]
epoch 0 loss 0.20075:  94%|█████████▍| 5299/5632 [29:57<01:47,  3.11it/s]
epoch 0 loss 0.20071:  94%|█████████▍| 5299/5632 [29:57<01:47,  3.11it/s]
epoch 0 loss 0.20071:  94%|█████████▍| 5300/5632 [29:57<01:45,  3.15it/s]
epoch 0 loss 0.20067:  94%|█████████▍| 5300/5632 [29:57<01:45,  3.15it/s]
epoch 0 loss 0.20067:  94%|█████████▍| 5301/5632 [29:57<01:44,  3.17it/s]
epoch 0 loss 0.20067:  94%|█████████▍| 5301/5632 [29:58<01:44,  3.17it/s]
epoch 0 loss 0.20067:  94%|█████████▍| 5302/5632 [29:58<01:43,  3.19it/s]
epoch 0 loss 0.20063:  94%|█████████▍| 5302/5632 [29:58<01:43,  3.19it/s]
epoch 0 loss 0.20063:  94%|█████████▍| 5303/5632 [29:58<01:42,  3.21it/s]
epoch 0 loss 0.20059:  94%|█████████▍| 5303/5632 [29:58<01:42,  3.21it/s]
epoch 0 loss 0.20059:  94%|█████████▍| 5304/5632 [29:58<01:41,  3.22it/s]
epoch 0 loss 0.20056:  94%|█████████▍| 5304/5632 [29:59<01:41,  3.22it/s]
epoch 0 loss 0.20056:  94%|█████████▍| 5305/5632 [29:59<01:41,  3.22it/s]
epoch 0 loss 0.20052:  94%|█████████▍| 5305/5632 [29:59<01:41,  3.22it/s]
epoch 0 loss 0.20052:  94%|█████████▍| 5306/5632 [29:59<01:41,  3.23it/s]
epoch 0 loss 0.20049:  94%|█████████▍| 5306/5632 [29:59<01:41,  3.23it/s]
epoch 0 loss 0.20049:  94%|█████████▍| 5307/5632 [29:59<01:40,  3.23it/s]
epoch 0 loss 0.20045:  94%|█████████▍| 5307/5632 [30:00<01:40,  3.23it/s]
epoch 0 loss 0.20045:  94%|█████████▍| 5308/5632 [30:00<01:40,  3.23it/s]
epoch 0 loss 0.20041:  94%|█████████▍| 5308/5632 [30:00<01:40,  3.23it/s]
epoch 0 loss 0.20041:  94%|█████████▍| 5309/5632 [30:00<01:39,  3.24it/s]
epoch 0 loss 0.20038:  94%|█████████▍| 5309/5632 [30:00<01:39,  3.24it/s]
epoch 0 loss 0.20038:  94%|█████████▍| 5310/5632 [30:00<01:39,  3.24it/s]
epoch 0 loss 0.20034:  94%|█████████▍| 5310/5632 [30:01<01:39,  3.24it/s]
epoch 0 loss 0.20034:  94%|█████████▍| 5311/5632 [30:01<01:39,  3.24it/s]
epoch 0 loss 0.20035:  94%|█████████▍| 5311/5632 [30:01<01:39,  3.24it/s]
epoch 0 loss 0.20035:  94%|█████████▍| 5312/5632 [30:01<01:38,  3.24it/s]
epoch 0 loss 0.20032:  94%|█████████▍| 5312/5632 [30:01<01:38,  3.24it/s]
epoch 0 loss 0.20032:  94%|█████████▍| 5313/5632 [30:01<01:38,  3.23it/s]
epoch 0 loss 0.20032:  94%|█████████▍| 5313/5632 [30:01<01:38,  3.23it/s]
epoch 0 loss 0.20032:  94%|█████████▍| 5314/5632 [30:01<01:38,  3.23it/s]
epoch 0 loss 0.20029:  94%|█████████▍| 5314/5632 [30:02<01:38,  3.23it/s]
epoch 0 loss 0.20029:  94%|█████████▍| 5315/5632 [30:02<01:37,  3.24it/s]
epoch 0 loss 0.20025:  94%|█████████▍| 5315/5632 [30:02<01:37,  3.24it/s]
epoch 0 loss 0.20025:  94%|█████████▍| 5316/5632 [30:02<01:37,  3.24it/s]
epoch 0 loss 0.20021:  94%|█████████▍| 5316/5632 [30:02<01:37,  3.24it/s]
epoch 0 loss 0.20021:  94%|█████████▍| 5317/5632 [30:02<01:37,  3.24it/s]
epoch 0 loss 0.20018:  94%|█████████▍| 5317/5632 [30:03<01:37,  3.24it/s]
epoch 0 loss 0.20018:  94%|█████████▍| 5318/5632 [30:03<01:37,  3.23it/s]
epoch 0 loss 0.20015:  94%|█████████▍| 5318/5632 [30:03<01:37,  3.23it/s]
epoch 0 loss 0.20015:  94%|█████████▍| 5319/5632 [30:03<01:36,  3.24it/s]
epoch 0 loss 0.20011:  94%|█████████▍| 5319/5632 [30:03<01:36,  3.24it/s]
epoch 0 loss 0.20011:  94%|█████████▍| 5320/5632 [30:03<01:36,  3.24it/s]
epoch 0 loss 0.20008:  94%|█████████▍| 5320/5632 [30:04<01:36,  3.24it/s]
epoch 0 loss 0.20008:  94%|█████████▍| 5321/5632 [30:04<01:36,  3.24it/s]
epoch 0 loss 0.20004:  94%|█████████▍| 5321/5632 [30:04<01:36,  3.24it/s]
epoch 0 loss 0.20004:  94%|█████████▍| 5322/5632 [30:04<01:35,  3.24it/s]
epoch 0 loss 0.2:  94%|█████████▍| 5322/5632 [30:04<01:35,  3.24it/s]    
epoch 0 loss 0.2:  95%|█████████▍| 5323/5632 [30:04<01:35,  3.24it/s]
epoch 0 loss 0.19997:  95%|█████████▍| 5323/5632 [30:05<01:35,  3.24it/s]
epoch 0 loss 0.19997:  95%|█████████▍| 5324/5632 [30:05<01:35,  3.23it/s]
epoch 0 loss 0.19993:  95%|█████████▍| 5324/5632 [30:05<01:35,  3.23it/s]
epoch 0 loss 0.19993:  95%|█████████▍| 5325/5632 [30:05<01:34,  3.24it/s]
epoch 0 loss 0.1999:  95%|█████████▍| 5325/5632 [30:05<01:34,  3.24it/s] 
epoch 0 loss 0.1999:  95%|█████████▍| 5326/5632 [30:05<01:34,  3.24it/s]
epoch 0 loss 0.19986:  95%|█████████▍| 5326/5632 [30:05<01:34,  3.24it/s]
epoch 0 loss 0.19986:  95%|█████████▍| 5327/5632 [30:05<01:34,  3.24it/s]
epoch 0 loss 0.19982:  95%|█████████▍| 5327/5632 [30:06<01:34,  3.24it/s]
epoch 0 loss 0.19982:  95%|█████████▍| 5328/5632 [30:06<01:33,  3.24it/s]
epoch 0 loss 0.19979:  95%|█████████▍| 5328/5632 [30:06<01:33,  3.24it/s]
epoch 0 loss 0.19979:  95%|█████████▍| 5329/5632 [30:06<01:33,  3.24it/s]
epoch 0 loss 0.19975:  95%|█████████▍| 5329/5632 [30:06<01:33,  3.24it/s]
epoch 0 loss 0.19975:  95%|█████████▍| 5330/5632 [30:06<01:33,  3.24it/s]
epoch 0 loss 0.19971:  95%|█████████▍| 5330/5632 [30:07<01:33,  3.24it/s]
epoch 0 loss 0.19971:  95%|█████████▍| 5331/5632 [30:07<01:32,  3.24it/s]
epoch 0 loss 0.19971:  95%|█████████▍| 5331/5632 [30:07<01:32,  3.24it/s]
epoch 0 loss 0.19971:  95%|█████████▍| 5332/5632 [30:07<01:32,  3.24it/s]
epoch 0 loss 0.19972:  95%|█████████▍| 5332/5632 [30:07<01:32,  3.24it/s]
epoch 0 loss 0.19972:  95%|█████████▍| 5333/5632 [30:07<01:32,  3.22it/s]
epoch 0 loss 0.19969:  95%|█████████▍| 5333/5632 [30:08<01:32,  3.22it/s]
epoch 0 loss 0.19969:  95%|█████████▍| 5334/5632 [30:08<01:33,  3.20it/s]
epoch 0 loss 0.19965:  95%|█████████▍| 5334/5632 [30:10<01:33,  3.20it/s]
epoch 0 loss 0.19965:  95%|█████████▍| 5335/5632 [30:10<03:50,  1.29it/s]
epoch 0 loss 0.19961:  95%|█████████▍| 5335/5632 [30:10<03:50,  1.29it/s]
epoch 0 loss 0.19961:  95%|█████████▍| 5336/5632 [30:10<03:09,  1.56it/s]
epoch 0 loss 0.19958:  95%|█████████▍| 5336/5632 [30:10<03:09,  1.56it/s]
epoch 0 loss 0.19958:  95%|█████████▍| 5337/5632 [30:10<02:40,  1.84it/s]
epoch 0 loss 0.19954:  95%|█████████▍| 5337/5632 [30:10<02:40,  1.84it/s]
epoch 0 loss 0.19954:  95%|█████████▍| 5338/5632 [30:10<02:20,  2.10it/s]
epoch 0 loss 0.19951:  95%|█████████▍| 5338/5632 [30:11<02:20,  2.10it/s]
epoch 0 loss 0.19951:  95%|█████████▍| 5339/5632 [30:11<02:05,  2.33it/s]
epoch 0 loss 0.19947:  95%|█████████▍| 5339/5632 [30:11<02:05,  2.33it/s]
epoch 0 loss 0.19947:  95%|█████████▍| 5340/5632 [30:11<01:55,  2.53it/s]
epoch 0 loss 0.19946:  95%|█████████▍| 5340/5632 [30:11<01:55,  2.53it/s]
epoch 0 loss 0.19946:  95%|█████████▍| 5341/5632 [30:11<01:48,  2.69it/s]
epoch 0 loss 0.19943:  95%|█████████▍| 5341/5632 [30:12<01:48,  2.69it/s]
epoch 0 loss 0.19943:  95%|█████████▍| 5342/5632 [30:12<01:43,  2.81it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5342/5632 [30:12<01:43,  2.81it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5343/5632 [30:12<01:38,  2.92it/s]
epoch 0 loss 0.19936:  95%|█████████▍| 5343/5632 [30:12<01:38,  2.92it/s]
epoch 0 loss 0.19936:  95%|█████████▍| 5344/5632 [30:12<01:35,  3.00it/s]
epoch 0 loss 0.19932:  95%|█████████▍| 5344/5632 [30:13<01:35,  3.00it/s]
epoch 0 loss 0.19932:  95%|█████████▍| 5345/5632 [30:13<01:33,  3.06it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5345/5632 [30:13<01:33,  3.06it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5346/5632 [30:13<01:31,  3.11it/s]
epoch 0 loss 0.19935:  95%|█████████▍| 5346/5632 [30:13<01:31,  3.11it/s]
epoch 0 loss 0.19935:  95%|█████████▍| 5347/5632 [30:13<01:30,  3.15it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5347/5632 [30:14<01:30,  3.15it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5348/5632 [30:14<01:29,  3.17it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5348/5632 [30:14<01:29,  3.17it/s]
epoch 0 loss 0.19939:  95%|█████████▍| 5349/5632 [30:14<01:29,  3.17it/s]
epoch 0 loss 0.19935:  95%|█████████▍| 5349/5632 [30:14<01:29,  3.17it/s]
epoch 0 loss 0.19935:  95%|█████████▍| 5350/5632 [30:14<01:28,  3.17it/s]
epoch 0 loss 0.1994:  95%|█████████▍| 5350/5632 [30:15<01:28,  3.17it/s] 
epoch 0 loss 0.1994:  95%|█████████▌| 5351/5632 [30:15<01:28,  3.18it/s]
epoch 0 loss 0.19937:  95%|█████████▌| 5351/5632 [30:15<01:28,  3.18it/s]
epoch 0 loss 0.19937:  95%|█████████▌| 5352/5632 [30:15<01:27,  3.20it/s]
epoch 0 loss 0.19933:  95%|█████████▌| 5352/5632 [30:15<01:27,  3.20it/s]
epoch 0 loss 0.19933:  95%|█████████▌| 5353/5632 [30:15<01:27,  3.21it/s]
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epoch 0 loss 0.1993:  95%|█████████▌| 5354/5632 [30:15<01:26,  3.21it/s]
epoch 0 loss 0.19926:  95%|█████████▌| 5354/5632 [30:16<01:26,  3.21it/s]
epoch 0 loss 0.19926:  95%|█████████▌| 5355/5632 [30:16<01:26,  3.22it/s]
epoch 0 loss 0.19922:  95%|█████████▌| 5355/5632 [30:16<01:26,  3.22it/s]
epoch 0 loss 0.19922:  95%|█████████▌| 5356/5632 [30:16<01:25,  3.22it/s]
epoch 0 loss 0.19919:  95%|█████████▌| 5356/5632 [30:16<01:25,  3.22it/s]
epoch 0 loss 0.19919:  95%|█████████▌| 5357/5632 [30:16<01:25,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5357/5632 [30:17<01:25,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5358/5632 [30:17<01:24,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5358/5632 [30:17<01:24,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5359/5632 [30:17<01:24,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5359/5632 [30:17<01:24,  3.23it/s]
epoch 0 loss 0.19915:  95%|█████████▌| 5360/5632 [30:17<01:24,  3.23it/s]
epoch 0 loss 0.19911:  95%|█████████▌| 5360/5632 [30:18<01:24,  3.23it/s]
epoch 0 loss 0.19911:  95%|█████████▌| 5361/5632 [30:18<01:23,  3.23it/s]
epoch 0 loss 0.19907:  95%|█████████▌| 5361/5632 [30:18<01:23,  3.23it/s]
epoch 0 loss 0.19907:  95%|█████████▌| 5362/5632 [30:18<01:23,  3.23it/s]
epoch 0 loss 0.19904:  95%|█████████▌| 5362/5632 [30:18<01:23,  3.23it/s]
epoch 0 loss 0.19904:  95%|█████████▌| 5363/5632 [30:18<01:23,  3.23it/s]
epoch 0 loss 0.199:  95%|█████████▌| 5363/5632 [30:19<01:23,  3.23it/s]  
epoch 0 loss 0.199:  95%|█████████▌| 5364/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19897:  95%|█████████▌| 5364/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19897:  95%|█████████▌| 5365/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19893:  95%|█████████▌| 5365/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19893:  95%|█████████▌| 5366/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19893:  95%|█████████▌| 5366/5632 [30:19<01:22,  3.24it/s]
epoch 0 loss 0.19893:  95%|█████████▌| 5367/5632 [30:19<01:21,  3.24it/s]
epoch 0 loss 0.1989:  95%|█████████▌| 5367/5632 [30:20<01:21,  3.24it/s] 
epoch 0 loss 0.1989:  95%|█████████▌| 5368/5632 [30:20<01:21,  3.23it/s]
epoch 0 loss 0.19886:  95%|█████████▌| 5368/5632 [30:20<01:21,  3.23it/s]
epoch 0 loss 0.19886:  95%|█████████▌| 5369/5632 [30:20<01:21,  3.24it/s]
epoch 0 loss 0.19883:  95%|█████████▌| 5369/5632 [30:20<01:21,  3.24it/s]
epoch 0 loss 0.19883:  95%|█████████▌| 5370/5632 [30:20<01:20,  3.24it/s]
epoch 0 loss 0.19879:  95%|█████████▌| 5370/5632 [30:21<01:20,  3.24it/s]
epoch 0 loss 0.19879:  95%|█████████▌| 5371/5632 [30:21<01:20,  3.24it/s]
epoch 0 loss 0.19875:  95%|█████████▌| 5371/5632 [30:21<01:20,  3.24it/s]
epoch 0 loss 0.19875:  95%|█████████▌| 5372/5632 [30:21<01:20,  3.24it/s]
epoch 0 loss 0.19872:  95%|█████████▌| 5372/5632 [30:21<01:20,  3.24it/s]
epoch 0 loss 0.19872:  95%|█████████▌| 5373/5632 [30:21<01:20,  3.23it/s]
epoch 0 loss 0.19869:  95%|█████████▌| 5373/5632 [30:22<01:20,  3.23it/s]
epoch 0 loss 0.19869:  95%|█████████▌| 5374/5632 [30:22<01:19,  3.23it/s]
epoch 0 loss 0.19868:  95%|█████████▌| 5374/5632 [30:22<01:19,  3.23it/s]
epoch 0 loss 0.19868:  95%|█████████▌| 5375/5632 [30:22<01:19,  3.24it/s]
epoch 0 loss 0.19865:  95%|█████████▌| 5375/5632 [30:22<01:19,  3.24it/s]
epoch 0 loss 0.19865:  95%|█████████▌| 5376/5632 [30:22<01:19,  3.24it/s]
epoch 0 loss 0.19861:  95%|█████████▌| 5376/5632 [30:23<01:19,  3.24it/s]
epoch 0 loss 0.19861:  95%|█████████▌| 5377/5632 [30:23<01:18,  3.23it/s]
epoch 0 loss 0.19858:  95%|█████████▌| 5377/5632 [30:23<01:18,  3.23it/s]
epoch 0 loss 0.19858:  95%|█████████▌| 5378/5632 [30:23<01:18,  3.24it/s]
epoch 0 loss 0.19854:  95%|█████████▌| 5378/5632 [30:23<01:18,  3.24it/s]
epoch 0 loss 0.19854:  96%|█████████▌| 5379/5632 [30:23<01:18,  3.24it/s]
epoch 0 loss 0.19856:  96%|█████████▌| 5379/5632 [30:25<01:18,  3.24it/s]
epoch 0 loss 0.19856:  96%|█████████▌| 5380/5632 [30:25<03:05,  1.36it/s]
epoch 0 loss 0.19858:  96%|█████████▌| 5380/5632 [30:25<03:05,  1.36it/s]
epoch 0 loss 0.19858:  96%|█████████▌| 5381/5632 [30:25<02:32,  1.65it/s]
epoch 0 loss 0.19854:  96%|█████████▌| 5381/5632 [30:26<02:32,  1.65it/s]
epoch 0 loss 0.19854:  96%|█████████▌| 5382/5632 [30:26<02:09,  1.93it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5382/5632 [30:26<02:09,  1.93it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5383/5632 [30:26<01:54,  2.18it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5383/5632 [30:26<01:54,  2.18it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5384/5632 [30:26<01:42,  2.42it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5384/5632 [30:26<01:42,  2.42it/s]
epoch 0 loss 0.19853:  96%|█████████▌| 5385/5632 [30:26<01:34,  2.62it/s]
epoch 0 loss 0.19849:  96%|█████████▌| 5385/5632 [30:27<01:34,  2.62it/s]
epoch 0 loss 0.19849:  96%|█████████▌| 5386/5632 [30:27<01:29,  2.76it/s]
epoch 0 loss 0.19846:  96%|█████████▌| 5386/5632 [30:27<01:29,  2.76it/s]
epoch 0 loss 0.19846:  96%|█████████▌| 5387/5632 [30:27<01:24,  2.90it/s]
epoch 0 loss 0.19842:  96%|█████████▌| 5387/5632 [30:27<01:24,  2.90it/s]
epoch 0 loss 0.19842:  96%|█████████▌| 5388/5632 [30:27<01:21,  2.98it/s]
epoch 0 loss 0.19839:  96%|█████████▌| 5388/5632 [30:28<01:21,  2.98it/s]
epoch 0 loss 0.19839:  96%|█████████▌| 5389/5632 [30:28<01:19,  3.06it/s]
epoch 0 loss 0.19835:  96%|█████████▌| 5389/5632 [30:28<01:19,  3.06it/s]
epoch 0 loss 0.19835:  96%|█████████▌| 5390/5632 [30:28<01:18,  3.10it/s]
epoch 0 loss 0.19832:  96%|█████████▌| 5390/5632 [30:28<01:18,  3.10it/s]
epoch 0 loss 0.19832:  96%|█████████▌| 5391/5632 [30:28<01:16,  3.14it/s]
epoch 0 loss 0.19828:  96%|█████████▌| 5391/5632 [30:29<01:16,  3.14it/s]
epoch 0 loss 0.19828:  96%|█████████▌| 5392/5632 [30:29<01:15,  3.17it/s]
epoch 0 loss 0.19826:  96%|█████████▌| 5392/5632 [30:29<01:15,  3.17it/s]
epoch 0 loss 0.19826:  96%|█████████▌| 5393/5632 [30:29<01:14,  3.19it/s]
epoch 0 loss 0.19825:  96%|█████████▌| 5393/5632 [30:29<01:14,  3.19it/s]
epoch 0 loss 0.19825:  96%|█████████▌| 5394/5632 [30:29<01:14,  3.21it/s]
epoch 0 loss 0.19821:  96%|█████████▌| 5394/5632 [30:30<01:14,  3.21it/s]
epoch 0 loss 0.19821:  96%|█████████▌| 5395/5632 [30:30<01:13,  3.22it/s]
epoch 0 loss 0.19817:  96%|█████████▌| 5395/5632 [30:30<01:13,  3.22it/s]
epoch 0 loss 0.19817:  96%|█████████▌| 5396/5632 [30:30<01:12,  3.24it/s]
epoch 0 loss 0.19814:  96%|█████████▌| 5396/5632 [30:30<01:12,  3.24it/s]
epoch 0 loss 0.19814:  96%|█████████▌| 5397/5632 [30:30<01:12,  3.24it/s]
epoch 0 loss 0.19818:  96%|█████████▌| 5397/5632 [30:30<01:12,  3.24it/s]
epoch 0 loss 0.19818:  96%|█████████▌| 5398/5632 [30:31<01:12,  3.24it/s]
epoch 0 loss 0.19814:  96%|█████████▌| 5398/5632 [30:31<01:12,  3.24it/s]
epoch 0 loss 0.19814:  96%|█████████▌| 5399/5632 [30:31<01:11,  3.24it/s]
epoch 0 loss 0.19811:  96%|█████████▌| 5399/5632 [30:31<01:11,  3.24it/s]
epoch 0 loss 0.19811:  96%|█████████▌| 5400/5632 [30:31<01:11,  3.25it/s]
epoch 0 loss 0.19807:  96%|█████████▌| 5400/5632 [30:31<01:11,  3.25it/s]
epoch 0 loss 0.19807:  96%|█████████▌| 5401/5632 [30:31<01:12,  3.21it/s]
epoch 0 loss 0.19804:  96%|█████████▌| 5401/5632 [30:32<01:12,  3.21it/s]
epoch 0 loss 0.19804:  96%|█████████▌| 5402/5632 [30:32<01:11,  3.20it/s]
epoch 0 loss 0.198:  96%|█████████▌| 5402/5632 [30:32<01:11,  3.20it/s]  
epoch 0 loss 0.198:  96%|█████████▌| 5403/5632 [30:32<01:11,  3.21it/s]
epoch 0 loss 0.19806:  96%|█████████▌| 5403/5632 [30:32<01:11,  3.21it/s]
epoch 0 loss 0.19806:  96%|█████████▌| 5404/5632 [30:32<01:11,  3.21it/s]
epoch 0 loss 0.19803:  96%|█████████▌| 5404/5632 [30:33<01:11,  3.21it/s]
epoch 0 loss 0.19803:  96%|█████████▌| 5405/5632 [30:33<01:10,  3.21it/s]
epoch 0 loss 0.198:  96%|█████████▌| 5405/5632 [30:33<01:10,  3.21it/s]  
epoch 0 loss 0.198:  96%|█████████▌| 5406/5632 [30:33<01:10,  3.21it/s]
epoch 0 loss 0.19797:  96%|█████████▌| 5406/5632 [30:33<01:10,  3.21it/s]
epoch 0 loss 0.19797:  96%|█████████▌| 5407/5632 [30:33<01:10,  3.21it/s]
epoch 0 loss 0.19793:  96%|█████████▌| 5407/5632 [30:34<01:10,  3.21it/s]
epoch 0 loss 0.19793:  96%|█████████▌| 5408/5632 [30:34<01:09,  3.22it/s]
epoch 0 loss 0.19792:  96%|█████████▌| 5408/5632 [30:34<01:09,  3.22it/s]
epoch 0 loss 0.19792:  96%|█████████▌| 5409/5632 [30:34<01:09,  3.22it/s]
epoch 0 loss 0.19788:  96%|█████████▌| 5409/5632 [30:34<01:09,  3.22it/s]
epoch 0 loss 0.19788:  96%|█████████▌| 5410/5632 [30:34<01:08,  3.22it/s]
epoch 0 loss 0.19785:  96%|█████████▌| 5410/5632 [30:35<01:08,  3.22it/s]
epoch 0 loss 0.19785:  96%|█████████▌| 5411/5632 [30:35<01:08,  3.23it/s]
epoch 0 loss 0.19781:  96%|█████████▌| 5411/5632 [30:35<01:08,  3.23it/s]
epoch 0 loss 0.19781:  96%|█████████▌| 5412/5632 [30:35<01:08,  3.23it/s]
epoch 0 loss 0.19778:  96%|█████████▌| 5412/5632 [30:35<01:08,  3.23it/s]
epoch 0 loss 0.19778:  96%|█████████▌| 5413/5632 [30:35<01:08,  3.22it/s]
epoch 0 loss 0.19774:  96%|█████████▌| 5413/5632 [30:35<01:08,  3.22it/s]
epoch 0 loss 0.19774:  96%|█████████▌| 5414/5632 [30:35<01:07,  3.21it/s]
epoch 0 loss 0.19771:  96%|█████████▌| 5414/5632 [30:36<01:07,  3.21it/s]
epoch 0 loss 0.19771:  96%|█████████▌| 5415/5632 [30:36<01:07,  3.22it/s]
epoch 0 loss 0.19767:  96%|█████████▌| 5415/5632 [30:36<01:07,  3.22it/s]
epoch 0 loss 0.19767:  96%|█████████▌| 5416/5632 [30:36<01:06,  3.23it/s]
epoch 0 loss 0.19767:  96%|█████████▌| 5416/5632 [30:36<01:06,  3.23it/s]
epoch 0 loss 0.19767:  96%|█████████▌| 5417/5632 [30:36<01:06,  3.23it/s]
epoch 0 loss 0.19768:  96%|█████████▌| 5417/5632 [30:37<01:06,  3.23it/s]
epoch 0 loss 0.19768:  96%|█████████▌| 5418/5632 [30:37<01:06,  3.24it/s]
epoch 0 loss 0.19764:  96%|█████████▌| 5418/5632 [30:37<01:06,  3.24it/s]
epoch 0 loss 0.19764:  96%|█████████▌| 5419/5632 [30:37<01:05,  3.23it/s]
epoch 0 loss 0.19761:  96%|█████████▌| 5419/5632 [30:37<01:05,  3.23it/s]
epoch 0 loss 0.19761:  96%|█████████▌| 5420/5632 [30:37<01:05,  3.24it/s]
epoch 0 loss 0.19757:  96%|█████████▌| 5420/5632 [30:39<01:05,  3.24it/s]
epoch 0 loss 0.19757:  96%|█████████▋| 5421/5632 [30:39<02:16,  1.54it/s]
epoch 0 loss 0.19754:  96%|█████████▋| 5421/5632 [30:39<02:16,  1.54it/s]
epoch 0 loss 0.19754:  96%|█████████▋| 5422/5632 [30:39<01:54,  1.83it/s]
epoch 0 loss 0.1975:  96%|█████████▋| 5422/5632 [30:39<01:54,  1.83it/s] 
epoch 0 loss 0.1975:  96%|█████████▋| 5423/5632 [30:39<01:39,  2.10it/s]
epoch 0 loss 0.19747:  96%|█████████▋| 5423/5632 [30:40<01:39,  2.10it/s]
epoch 0 loss 0.19747:  96%|█████████▋| 5424/5632 [30:40<01:28,  2.35it/s]
epoch 0 loss 0.19743:  96%|█████████▋| 5424/5632 [30:40<01:28,  2.35it/s]
epoch 0 loss 0.19743:  96%|█████████▋| 5425/5632 [30:40<01:20,  2.56it/s]
epoch 0 loss 0.1974:  96%|█████████▋| 5425/5632 [30:40<01:20,  2.56it/s] 
epoch 0 loss 0.1974:  96%|█████████▋| 5426/5632 [30:40<01:15,  2.72it/s]
epoch 0 loss 0.19736:  96%|█████████▋| 5426/5632 [30:41<01:15,  2.72it/s]
epoch 0 loss 0.19736:  96%|█████████▋| 5427/5632 [30:41<01:12,  2.83it/s]
epoch 0 loss 0.19737:  96%|█████████▋| 5427/5632 [30:41<01:12,  2.83it/s]
epoch 0 loss 0.19737:  96%|█████████▋| 5428/5632 [30:41<01:09,  2.93it/s]
epoch 0 loss 0.19734:  96%|█████████▋| 5428/5632 [30:41<01:09,  2.93it/s]
epoch 0 loss 0.19734:  96%|█████████▋| 5429/5632 [30:41<01:07,  3.01it/s]
epoch 0 loss 0.19734:  96%|█████████▋| 5429/5632 [30:42<01:07,  3.01it/s]
epoch 0 loss 0.19734:  96%|█████████▋| 5430/5632 [30:42<01:06,  3.06it/s]
epoch 0 loss 0.19731:  96%|█████████▋| 5430/5632 [30:42<01:06,  3.06it/s]
epoch 0 loss 0.19731:  96%|█████████▋| 5431/5632 [30:42<01:04,  3.11it/s]
epoch 0 loss 0.19727:  96%|█████████▋| 5431/5632 [30:42<01:04,  3.11it/s]
epoch 0 loss 0.19727:  96%|█████████▋| 5432/5632 [30:42<01:04,  3.12it/s]
epoch 0 loss 0.19724:  96%|█████████▋| 5432/5632 [30:43<01:04,  3.12it/s]
epoch 0 loss 0.19724:  96%|█████████▋| 5433/5632 [30:43<01:03,  3.15it/s]
epoch 0 loss 0.1972:  96%|█████████▋| 5433/5632 [30:43<01:03,  3.15it/s] 
epoch 0 loss 0.1972:  96%|█████████▋| 5434/5632 [30:43<01:02,  3.17it/s]
epoch 0 loss 0.19725:  96%|█████████▋| 5434/5632 [30:43<01:02,  3.17it/s]
epoch 0 loss 0.19725:  97%|█████████▋| 5435/5632 [30:43<01:01,  3.19it/s]
epoch 0 loss 0.19721:  97%|█████████▋| 5435/5632 [30:43<01:01,  3.19it/s]
epoch 0 loss 0.19721:  97%|█████████▋| 5436/5632 [30:43<01:01,  3.20it/s]
epoch 0 loss 0.19717:  97%|█████████▋| 5436/5632 [30:44<01:01,  3.20it/s]
epoch 0 loss 0.19717:  97%|█████████▋| 5437/5632 [30:44<01:00,  3.21it/s]
epoch 0 loss 0.19714:  97%|█████████▋| 5437/5632 [30:44<01:00,  3.21it/s]
epoch 0 loss 0.19714:  97%|█████████▋| 5438/5632 [30:44<01:00,  3.22it/s]
epoch 0 loss 0.1971:  97%|█████████▋| 5438/5632 [30:44<01:00,  3.22it/s] 
epoch 0 loss 0.1971:  97%|█████████▋| 5439/5632 [30:44<01:00,  3.21it/s]
epoch 0 loss 0.19707:  97%|█████████▋| 5439/5632 [30:45<01:00,  3.21it/s]
epoch 0 loss 0.19707:  97%|█████████▋| 5440/5632 [30:45<00:59,  3.22it/s]
epoch 0 loss 0.19706:  97%|█████████▋| 5440/5632 [30:45<00:59,  3.22it/s]
epoch 0 loss 0.19706:  97%|█████████▋| 5441/5632 [30:45<00:59,  3.22it/s]
epoch 0 loss 0.19702:  97%|█████████▋| 5441/5632 [30:45<00:59,  3.22it/s]
epoch 0 loss 0.19702:  97%|█████████▋| 5442/5632 [30:45<00:58,  3.23it/s]
epoch 0 loss 0.19698:  97%|█████████▋| 5442/5632 [30:46<00:58,  3.23it/s]
epoch 0 loss 0.19698:  97%|█████████▋| 5443/5632 [30:46<00:58,  3.22it/s]
epoch 0 loss 0.19695:  97%|█████████▋| 5443/5632 [30:46<00:58,  3.22it/s]
epoch 0 loss 0.19695:  97%|█████████▋| 5444/5632 [30:46<00:58,  3.23it/s]
epoch 0 loss 0.19692:  97%|█████████▋| 5444/5632 [30:46<00:58,  3.23it/s]
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epoch 0 loss 0.19688:  97%|█████████▋| 5445/5632 [30:47<00:57,  3.24it/s]
epoch 0 loss 0.19688:  97%|█████████▋| 5446/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19684:  97%|█████████▋| 5446/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19684:  97%|█████████▋| 5447/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19681:  97%|█████████▋| 5447/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19681:  97%|█████████▋| 5448/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19677:  97%|█████████▋| 5448/5632 [30:47<00:57,  3.21it/s]
epoch 0 loss 0.19677:  97%|█████████▋| 5449/5632 [30:47<00:57,  3.19it/s]
epoch 0 loss 0.19678:  97%|█████████▋| 5449/5632 [30:48<00:57,  3.19it/s]
epoch 0 loss 0.19678:  97%|█████████▋| 5450/5632 [30:48<00:56,  3.20it/s]
epoch 0 loss 0.19675:  97%|█████████▋| 5450/5632 [30:48<00:56,  3.20it/s]
epoch 0 loss 0.19675:  97%|█████████▋| 5451/5632 [30:48<00:56,  3.21it/s]
epoch 0 loss 0.19679:  97%|█████████▋| 5451/5632 [30:48<00:56,  3.21it/s]
epoch 0 loss 0.19679:  97%|█████████▋| 5452/5632 [30:48<00:56,  3.21it/s]
epoch 0 loss 0.19676:  97%|█████████▋| 5452/5632 [30:49<00:56,  3.21it/s]
epoch 0 loss 0.19676:  97%|█████████▋| 5453/5632 [30:49<00:55,  3.22it/s]
epoch 0 loss 0.19672:  97%|█████████▋| 5453/5632 [30:49<00:55,  3.22it/s]
epoch 0 loss 0.19672:  97%|█████████▋| 5454/5632 [30:49<00:55,  3.22it/s]
epoch 0 loss 0.19678:  97%|█████████▋| 5454/5632 [30:49<00:55,  3.22it/s]
epoch 0 loss 0.19678:  97%|█████████▋| 5455/5632 [30:49<00:55,  3.20it/s]
epoch 0 loss 0.19685:  97%|█████████▋| 5455/5632 [30:50<00:55,  3.20it/s]
epoch 0 loss 0.19685:  97%|█████████▋| 5456/5632 [30:50<00:54,  3.22it/s]
epoch 0 loss 0.19688:  97%|█████████▋| 5456/5632 [30:50<00:54,  3.22it/s]
epoch 0 loss 0.19688:  97%|█████████▋| 5457/5632 [30:50<00:54,  3.22it/s]
epoch 0 loss 0.19687:  97%|█████████▋| 5457/5632 [30:50<00:54,  3.22it/s]
epoch 0 loss 0.19687:  97%|█████████▋| 5458/5632 [30:50<00:54,  3.22it/s]
epoch 0 loss 0.19688:  97%|█████████▋| 5458/5632 [30:51<00:54,  3.22it/s]
epoch 0 loss 0.19688:  97%|█████████▋| 5459/5632 [30:51<00:53,  3.21it/s]
epoch 0 loss 0.19692:  97%|█████████▋| 5459/5632 [30:51<00:53,  3.21it/s]
epoch 0 loss 0.19692:  97%|█████████▋| 5460/5632 [30:51<00:53,  3.22it/s]
epoch 0 loss 0.19689:  97%|█████████▋| 5460/5632 [30:51<00:53,  3.22it/s]
epoch 0 loss 0.19689:  97%|█████████▋| 5461/5632 [30:51<00:53,  3.22it/s]
epoch 0 loss 0.19686:  97%|█████████▋| 5461/5632 [30:52<00:53,  3.22it/s]
epoch 0 loss 0.19686:  97%|█████████▋| 5462/5632 [30:52<00:52,  3.21it/s]
epoch 0 loss 0.19687:  97%|█████████▋| 5462/5632 [30:52<00:52,  3.21it/s]
epoch 0 loss 0.19687:  97%|█████████▋| 5463/5632 [30:52<00:52,  3.22it/s]
epoch 0 loss 0.19683:  97%|█████████▋| 5463/5632 [30:52<00:52,  3.22it/s]
epoch 0 loss 0.19683:  97%|█████████▋| 5464/5632 [30:52<00:52,  3.23it/s]
epoch 0 loss 0.1968:  97%|█████████▋| 5464/5632 [30:52<00:52,  3.23it/s] 
epoch 0 loss 0.1968:  97%|█████████▋| 5465/5632 [30:52<00:52,  3.21it/s]
epoch 0 loss 0.19676:  97%|█████████▋| 5465/5632 [30:54<00:52,  3.21it/s]
epoch 0 loss 0.19676:  97%|█████████▋| 5466/5632 [30:54<02:01,  1.37it/s]
epoch 0 loss 0.19673:  97%|█████████▋| 5466/5632 [30:54<02:01,  1.37it/s]
epoch 0 loss 0.19673:  97%|█████████▋| 5467/5632 [30:54<01:39,  1.66it/s]
epoch 0 loss 0.19669:  97%|█████████▋| 5467/5632 [30:55<01:39,  1.66it/s]
epoch 0 loss 0.19669:  97%|█████████▋| 5468/5632 [30:55<01:24,  1.93it/s]
epoch 0 loss 0.19666:  97%|█████████▋| 5468/5632 [30:55<01:24,  1.93it/s]
epoch 0 loss 0.19666:  97%|█████████▋| 5469/5632 [30:55<01:13,  2.20it/s]
epoch 0 loss 0.19668:  97%|█████████▋| 5469/5632 [30:55<01:13,  2.20it/s]
epoch 0 loss 0.19668:  97%|█████████▋| 5470/5632 [30:55<01:06,  2.43it/s]
epoch 0 loss 0.19665:  97%|█████████▋| 5470/5632 [30:56<01:06,  2.43it/s]
epoch 0 loss 0.19665:  97%|█████████▋| 5471/5632 [30:56<01:01,  2.63it/s]
epoch 0 loss 0.19662:  97%|█████████▋| 5471/5632 [30:56<01:01,  2.63it/s]
epoch 0 loss 0.19662:  97%|█████████▋| 5472/5632 [30:56<00:57,  2.78it/s]
epoch 0 loss 0.19659:  97%|█████████▋| 5472/5632 [30:56<00:57,  2.78it/s]
epoch 0 loss 0.19659:  97%|█████████▋| 5473/5632 [30:56<00:55,  2.88it/s]
epoch 0 loss 0.19655:  97%|█████████▋| 5473/5632 [30:57<00:55,  2.88it/s]
epoch 0 loss 0.19655:  97%|█████████▋| 5474/5632 [30:57<00:53,  2.96it/s]
epoch 0 loss 0.19652:  97%|█████████▋| 5474/5632 [30:57<00:53,  2.96it/s]
epoch 0 loss 0.19652:  97%|█████████▋| 5475/5632 [30:57<00:51,  3.03it/s]
epoch 0 loss 0.19648:  97%|█████████▋| 5475/5632 [30:57<00:51,  3.03it/s]
epoch 0 loss 0.19648:  97%|█████████▋| 5476/5632 [30:57<00:50,  3.09it/s]
epoch 0 loss 0.19645:  97%|█████████▋| 5476/5632 [30:58<00:50,  3.09it/s]
epoch 0 loss 0.19645:  97%|█████████▋| 5477/5632 [30:58<00:49,  3.10it/s]
epoch 0 loss 0.19641:  97%|█████████▋| 5477/5632 [30:58<00:49,  3.10it/s]
epoch 0 loss 0.19641:  97%|█████████▋| 5478/5632 [30:58<00:49,  3.09it/s]
epoch 0 loss 0.19646:  97%|█████████▋| 5478/5632 [30:58<00:49,  3.09it/s]
epoch 0 loss 0.19646:  97%|█████████▋| 5479/5632 [30:58<00:49,  3.09it/s]
epoch 0 loss 0.19643:  97%|█████████▋| 5479/5632 [30:59<00:49,  3.09it/s]
epoch 0 loss 0.19643:  97%|█████████▋| 5480/5632 [30:59<00:48,  3.14it/s]
epoch 0 loss 0.19643:  97%|█████████▋| 5480/5632 [30:59<00:48,  3.14it/s]
epoch 0 loss 0.19643:  97%|█████████▋| 5481/5632 [30:59<00:48,  3.14it/s]
epoch 0 loss 0.19642:  97%|█████████▋| 5481/5632 [30:59<00:48,  3.14it/s]
epoch 0 loss 0.19642:  97%|█████████▋| 5482/5632 [30:59<00:47,  3.16it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5482/5632 [30:59<00:47,  3.16it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5483/5632 [31:00<00:46,  3.19it/s]
epoch 0 loss 0.19635:  97%|█████████▋| 5483/5632 [31:00<00:46,  3.19it/s]
epoch 0 loss 0.19635:  97%|█████████▋| 5484/5632 [31:00<00:46,  3.19it/s]
epoch 0 loss 0.19632:  97%|█████████▋| 5484/5632 [31:00<00:46,  3.19it/s]
epoch 0 loss 0.19632:  97%|█████████▋| 5485/5632 [31:00<00:45,  3.20it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5485/5632 [31:00<00:45,  3.20it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5486/5632 [31:00<00:45,  3.21it/s]
epoch 0 loss 0.19634:  97%|█████████▋| 5486/5632 [31:01<00:45,  3.21it/s]
epoch 0 loss 0.19634:  97%|█████████▋| 5487/5632 [31:01<00:44,  3.22it/s]
epoch 0 loss 0.19639:  97%|█████████▋| 5487/5632 [31:01<00:44,  3.22it/s]
epoch 0 loss 0.19639:  97%|█████████▋| 5488/5632 [31:01<00:44,  3.24it/s]
epoch 0 loss 0.1964:  97%|█████████▋| 5488/5632 [31:01<00:44,  3.24it/s] 
epoch 0 loss 0.1964:  97%|█████████▋| 5489/5632 [31:01<00:44,  3.24it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5489/5632 [31:02<00:44,  3.24it/s]
epoch 0 loss 0.19638:  97%|█████████▋| 5490/5632 [31:02<00:43,  3.24it/s]
epoch 0 loss 0.19635:  97%|█████████▋| 5490/5632 [31:02<00:43,  3.24it/s]
epoch 0 loss 0.19635:  97%|█████████▋| 5491/5632 [31:02<00:43,  3.24it/s]
epoch 0 loss 0.19631:  97%|█████████▋| 5491/5632 [31:02<00:43,  3.24it/s]
epoch 0 loss 0.19631:  98%|█████████▊| 5492/5632 [31:02<00:43,  3.24it/s]
epoch 0 loss 0.19632:  98%|█████████▊| 5492/5632 [31:03<00:43,  3.24it/s]
epoch 0 loss 0.19632:  98%|█████████▊| 5493/5632 [31:03<00:42,  3.23it/s]
epoch 0 loss 0.19628:  98%|█████████▊| 5493/5632 [31:03<00:42,  3.23it/s]
epoch 0 loss 0.19628:  98%|█████████▊| 5494/5632 [31:03<00:42,  3.23it/s]
epoch 0 loss 0.19626:  98%|█████████▊| 5494/5632 [31:03<00:42,  3.23it/s]
epoch 0 loss 0.19626:  98%|█████████▊| 5495/5632 [31:03<00:42,  3.23it/s]
epoch 0 loss 0.19623:  98%|█████████▊| 5495/5632 [31:04<00:42,  3.23it/s]
epoch 0 loss 0.19623:  98%|█████████▊| 5496/5632 [31:04<00:42,  3.22it/s]
epoch 0 loss 0.19619:  98%|█████████▊| 5496/5632 [31:04<00:42,  3.22it/s]
epoch 0 loss 0.19619:  98%|█████████▊| 5497/5632 [31:04<00:41,  3.24it/s]
epoch 0 loss 0.19624:  98%|█████████▊| 5497/5632 [31:04<00:41,  3.24it/s]
epoch 0 loss 0.19624:  98%|█████████▊| 5498/5632 [31:04<00:41,  3.24it/s]
epoch 0 loss 0.19621:  98%|█████████▊| 5498/5632 [31:04<00:41,  3.24it/s]
epoch 0 loss 0.19621:  98%|█████████▊| 5499/5632 [31:04<00:41,  3.24it/s]
epoch 0 loss 0.19617:  98%|█████████▊| 5499/5632 [31:05<00:41,  3.24it/s]
epoch 0 loss 0.19617:  98%|█████████▊| 5500/5632 [31:05<00:40,  3.24it/s]
epoch 0 loss 0.19615:  98%|█████████▊| 5500/5632 [31:05<00:40,  3.24it/s]
epoch 0 loss 0.19615:  98%|█████████▊| 5501/5632 [31:05<00:40,  3.24it/s]
epoch 0 loss 0.19614:  98%|█████████▊| 5501/5632 [31:05<00:40,  3.24it/s]
epoch 0 loss 0.19614:  98%|█████████▊| 5502/5632 [31:05<00:40,  3.24it/s]
epoch 0 loss 0.19611:  98%|█████████▊| 5502/5632 [31:06<00:40,  3.24it/s]
epoch 0 loss 0.19611:  98%|█████████▊| 5503/5632 [31:06<00:39,  3.24it/s]
epoch 0 loss 0.19607:  98%|█████████▊| 5503/5632 [31:06<00:39,  3.24it/s]
epoch 0 loss 0.19607:  98%|█████████▊| 5504/5632 [31:06<00:39,  3.24it/s]
epoch 0 loss 0.19608:  98%|█████████▊| 5504/5632 [31:06<00:39,  3.24it/s]
epoch 0 loss 0.19608:  98%|█████████▊| 5505/5632 [31:06<00:39,  3.23it/s]
epoch 0 loss 0.19604:  98%|█████████▊| 5505/5632 [31:07<00:39,  3.23it/s]
epoch 0 loss 0.19604:  98%|█████████▊| 5506/5632 [31:07<00:38,  3.23it/s]
epoch 0 loss 0.19601:  98%|█████████▊| 5506/5632 [31:07<00:38,  3.23it/s]
epoch 0 loss 0.19601:  98%|█████████▊| 5507/5632 [31:07<00:38,  3.21it/s]
epoch 0 loss 0.19597:  98%|█████████▊| 5507/5632 [31:07<00:38,  3.21it/s]
epoch 0 loss 0.19597:  98%|█████████▊| 5508/5632 [31:07<00:38,  3.22it/s]
epoch 0 loss 0.19595:  98%|█████████▊| 5508/5632 [31:08<00:38,  3.22it/s]
epoch 0 loss 0.19595:  98%|█████████▊| 5509/5632 [31:08<00:38,  3.21it/s]
epoch 0 loss 0.19591:  98%|█████████▊| 5509/5632 [31:08<00:38,  3.21it/s]
epoch 0 loss 0.19591:  98%|█████████▊| 5510/5632 [31:08<00:38,  3.21it/s]
epoch 0 loss 0.19588:  98%|█████████▊| 5510/5632 [31:08<00:38,  3.21it/s]
epoch 0 loss 0.19588:  98%|█████████▊| 5511/5632 [31:08<00:37,  3.20it/s]
epoch 0 loss 0.19585:  98%|█████████▊| 5511/5632 [31:10<00:37,  3.20it/s]
epoch 0 loss 0.19585:  98%|█████████▊| 5512/5632 [31:10<01:26,  1.39it/s]
epoch 0 loss 0.19582:  98%|█████████▊| 5512/5632 [31:10<01:26,  1.39it/s]
epoch 0 loss 0.19582:  98%|█████████▊| 5513/5632 [31:10<01:10,  1.68it/s]
epoch 0 loss 0.19581:  98%|█████████▊| 5513/5632 [31:10<01:10,  1.68it/s]
epoch 0 loss 0.19581:  98%|█████████▊| 5514/5632 [31:10<01:00,  1.96it/s]
epoch 0 loss 0.19578:  98%|█████████▊| 5514/5632 [31:11<01:00,  1.96it/s]
epoch 0 loss 0.19578:  98%|█████████▊| 5515/5632 [31:11<00:52,  2.22it/s]
epoch 0 loss 0.19574:  98%|█████████▊| 5515/5632 [31:11<00:52,  2.22it/s]
epoch 0 loss 0.19574:  98%|█████████▊| 5516/5632 [31:11<00:47,  2.45it/s]
epoch 0 loss 0.19571:  98%|█████████▊| 5516/5632 [31:11<00:47,  2.45it/s]
epoch 0 loss 0.19571:  98%|█████████▊| 5517/5632 [31:11<00:43,  2.64it/s]
epoch 0 loss 0.19568:  98%|█████████▊| 5517/5632 [31:12<00:43,  2.64it/s]
epoch 0 loss 0.19568:  98%|█████████▊| 5518/5632 [31:12<00:40,  2.79it/s]
epoch 0 loss 0.19564:  98%|█████████▊| 5518/5632 [31:12<00:40,  2.79it/s]
epoch 0 loss 0.19564:  98%|█████████▊| 5519/5632 [31:12<00:38,  2.90it/s]
epoch 0 loss 0.1956:  98%|█████████▊| 5519/5632 [31:12<00:38,  2.90it/s] 
epoch 0 loss 0.1956:  98%|█████████▊| 5520/5632 [31:12<00:37,  2.99it/s]
epoch 0 loss 0.19565:  98%|█████████▊| 5520/5632 [31:13<00:37,  2.99it/s]
epoch 0 loss 0.19565:  98%|█████████▊| 5521/5632 [31:13<00:36,  3.06it/s]
epoch 0 loss 0.19561:  98%|█████████▊| 5521/5632 [31:13<00:36,  3.06it/s]
epoch 0 loss 0.19561:  98%|█████████▊| 5522/5632 [31:13<00:35,  3.11it/s]
epoch 0 loss 0.19558:  98%|█████████▊| 5522/5632 [31:13<00:35,  3.11it/s]
epoch 0 loss 0.19558:  98%|█████████▊| 5523/5632 [31:13<00:34,  3.15it/s]
epoch 0 loss 0.19555:  98%|█████████▊| 5523/5632 [31:14<00:34,  3.15it/s]
epoch 0 loss 0.19555:  98%|█████████▊| 5524/5632 [31:14<00:34,  3.17it/s]
epoch 0 loss 0.19551:  98%|█████████▊| 5524/5632 [31:14<00:34,  3.17it/s]
epoch 0 loss 0.19551:  98%|█████████▊| 5525/5632 [31:14<00:33,  3.19it/s]
epoch 0 loss 0.1955:  98%|█████████▊| 5525/5632 [31:14<00:33,  3.19it/s] 
epoch 0 loss 0.1955:  98%|█████████▊| 5526/5632 [31:14<00:33,  3.21it/s]
epoch 0 loss 0.19547:  98%|█████████▊| 5526/5632 [31:14<00:33,  3.21it/s]
epoch 0 loss 0.19547:  98%|█████████▊| 5527/5632 [31:14<00:32,  3.22it/s]
epoch 0 loss 0.19551:  98%|█████████▊| 5527/5632 [31:15<00:32,  3.22it/s]
epoch 0 loss 0.19551:  98%|█████████▊| 5528/5632 [31:15<00:32,  3.22it/s]
epoch 0 loss 0.19552:  98%|█████████▊| 5528/5632 [31:15<00:32,  3.22it/s]
epoch 0 loss 0.19552:  98%|█████████▊| 5529/5632 [31:15<00:32,  3.21it/s]
epoch 0 loss 0.19549:  98%|█████████▊| 5529/5632 [31:15<00:32,  3.21it/s]
epoch 0 loss 0.19549:  98%|█████████▊| 5530/5632 [31:15<00:31,  3.22it/s]
epoch 0 loss 0.19546:  98%|█████████▊| 5530/5632 [31:16<00:31,  3.22it/s]
epoch 0 loss 0.19546:  98%|█████████▊| 5531/5632 [31:16<00:31,  3.22it/s]
epoch 0 loss 0.19543:  98%|█████████▊| 5531/5632 [31:16<00:31,  3.22it/s]
epoch 0 loss 0.19543:  98%|█████████▊| 5532/5632 [31:16<00:31,  3.19it/s]
epoch 0 loss 0.19541:  98%|█████████▊| 5532/5632 [31:16<00:31,  3.19it/s]
epoch 0 loss 0.19541:  98%|█████████▊| 5533/5632 [31:16<00:30,  3.20it/s]
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epoch 0 loss 0.19548:  98%|█████████▊| 5534/5632 [31:17<00:30,  3.19it/s]
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epoch 0 loss 0.19526:  98%|█████████▊| 5541/5632 [31:19<00:28,  3.22it/s]
epoch 0 loss 0.19524:  98%|█████████▊| 5541/5632 [31:19<00:28,  3.22it/s]
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epoch 0 loss 0.19506:  99%|█████████▊| 5548/5632 [31:21<00:25,  3.23it/s]
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epoch 0 loss 0.19476:  99%|█████████▉| 5563/5632 [31:27<00:24,  2.77it/s]
epoch 0 loss 0.19476:  99%|█████████▉| 5563/5632 [31:27<00:24,  2.77it/s]
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epoch 0 loss 0.19472:  99%|█████████▉| 5565/5632 [31:27<00:22,  3.00it/s]
epoch 0 loss 0.19469:  99%|█████████▉| 5565/5632 [31:28<00:22,  3.00it/s]
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epoch 0 loss 0.19465:  99%|█████████▉| 5567/5632 [31:28<00:20,  3.12it/s]
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epoch 0 loss 0.19321: 100%|█████████▉| 5629/5632 [31:49<00:00,  3.24it/s]
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epoch 0 loss 0.19315: 100%|█████████▉| 5631/5632 [31:52<00:00,  3.23it/s]04/23/2024 16:16:08 - INFO - __main__ -   Creating features from index file at ../dataset/valid.txt 


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04/23/2024 16:16:22 - INFO - __main__ -   ***** Running evaluation  *****
04/23/2024 16:16:22 - INFO - __main__ -     Num examples = 41541
04/23/2024 16:16:22 - INFO - __main__ -     Batch size = 32
04/23/2024 16:21:38 - INFO - __main__ -   ***** Eval results  *****
04/23/2024 16:21:38 - INFO - __main__ -     eval_f1 = 0.9165
04/23/2024 16:21:38 - INFO - __main__ -     eval_precision = 0.9114
04/23/2024 16:21:38 - INFO - __main__ -     eval_recall = 0.9216
04/23/2024 16:21:38 - INFO - __main__ -     eval_threshold = 0.92
04/23/2024 16:21:38 - INFO - __main__ -     ********************
04/23/2024 16:21:38 - INFO - __main__ -     Best f1:0.9165
04/23/2024 16:21:38 - INFO - __main__ -     ********************
04/23/2024 16:21:39 - INFO - __main__ -   Saving model checkpoint to ../model/checkpoint-best-f1/model.bin

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epoch 0 loss 0.19315: 100%|██████████| 5632/5632 [37:23<00:00,  2.51it/s] 
04/23/2024 16:21:39 - INFO - __main__ -   Saving model checkpoint to ../model/epoch_1/subject_model.pth

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  prob=F.softmax(logits)
/home/yifei/anaconda3/envs/nlp/lib/python3.10/site-packages/torch/nn/parallel/_functions.py:68: UserWarning: Was asked to gather along dimension 0, but all input tensors were scalars; will instead unsqueeze and return a vector.
  warnings.warn('Was asked to gather along dimension 0, but all '

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epoch 1 loss 0.10171:   1%|          | 69/5632 [00:23<28:52,  3.21it/s]
epoch 1 loss 0.10205:   1%|          | 69/5632 [00:24<28:52,  3.21it/s]
epoch 1 loss 0.10205:   1%|          | 70/5632 [00:24<28:49,  3.22it/s]
epoch 1 loss 0.10653:   1%|          | 70/5632 [00:24<28:49,  3.22it/s]
epoch 1 loss 0.10653:   1%|▏         | 71/5632 [00:24<28:49,  3.22it/s]
epoch 1 loss 0.10512:   1%|▏         | 71/5632 [00:24<28:49,  3.22it/s]
epoch 1 loss 0.10512:   1%|▏         | 72/5632 [00:24<29:05,  3.18it/s]
epoch 1 loss 0.10376:   1%|▏         | 72/5632 [00:25<29:05,  3.18it/s]
epoch 1 loss 0.10376:   1%|▏         | 73/5632 [00:25<29:00,  3.19it/s]
epoch 1 loss 0.10252:   1%|▏         | 73/5632 [00:25<29:00,  3.19it/s]
epoch 1 loss 0.10252:   1%|▏         | 74/5632 [00:25<28:56,  3.20it/s]
epoch 1 loss 0.10496:   1%|▏         | 74/5632 [00:25<28:56,  3.20it/s]
epoch 1 loss 0.10496:   1%|▏         | 75/5632 [00:25<28:50,  3.21it/s]
epoch 1 loss 0.10361:   1%|▏         | 75/5632 [00:26<28:50,  3.21it/s]
epoch 1 loss 0.10361:   1%|▏         | 76/5632 [00:26<28:48,  3.22it/s]
epoch 1 loss 0.10442:   1%|▏         | 76/5632 [00:26<28:48,  3.22it/s]
epoch 1 loss 0.10442:   1%|▏         | 77/5632 [00:26<29:21,  3.15it/s]
epoch 1 loss 0.1031:   1%|▏         | 77/5632 [00:26<29:21,  3.15it/s] 
epoch 1 loss 0.1031:   1%|▏         | 78/5632 [00:26<29:24,  3.15it/s]
epoch 1 loss 0.10351:   1%|▏         | 78/5632 [00:26<29:24,  3.15it/s]
epoch 1 loss 0.10351:   1%|▏         | 79/5632 [00:27<29:13,  3.17it/s]
epoch 1 loss 0.10525:   1%|▏         | 79/5632 [00:27<29:13,  3.17it/s]
epoch 1 loss 0.10525:   1%|▏         | 80/5632 [00:27<29:13,  3.17it/s]
epoch 1 loss 0.10398:   1%|▏         | 80/5632 [00:27<29:13,  3.17it/s]
epoch 1 loss 0.10398:   1%|▏         | 81/5632 [00:27<29:08,  3.17it/s]
epoch 1 loss 0.10277:   1%|▏         | 81/5632 [00:27<29:08,  3.17it/s]
epoch 1 loss 0.10277:   1%|▏         | 82/5632 [00:27<28:58,  3.19it/s]
epoch 1 loss 0.10166:   1%|▏         | 82/5632 [00:28<28:58,  3.19it/s]
epoch 1 loss 0.10166:   1%|▏         | 83/5632 [00:28<29:14,  3.16it/s]
epoch 1 loss 0.10075:   1%|▏         | 83/5632 [00:28<29:14,  3.16it/s]
epoch 1 loss 0.10075:   1%|▏         | 84/5632 [00:28<29:46,  3.11it/s]
epoch 1 loss 0.0996:   1%|▏         | 84/5632 [00:28<29:46,  3.11it/s] 
epoch 1 loss 0.0996:   2%|▏         | 85/5632 [00:28<29:27,  3.14it/s]
epoch 1 loss 0.09849:   2%|▏         | 85/5632 [00:29<29:27,  3.14it/s]
epoch 1 loss 0.09849:   2%|▏         | 86/5632 [00:29<29:20,  3.15it/s]
epoch 1 loss 0.09738:   2%|▏         | 86/5632 [00:29<29:20,  3.15it/s]
epoch 1 loss 0.09738:   2%|▏         | 87/5632 [00:29<29:06,  3.17it/s]
epoch 1 loss 0.09631:   2%|▏         | 87/5632 [00:29<29:06,  3.17it/s]
epoch 1 loss 0.09631:   2%|▏         | 88/5632 [00:29<29:11,  3.17it/s]
epoch 1 loss 0.09531:   2%|▏         | 88/5632 [00:30<29:11,  3.17it/s]
epoch 1 loss 0.09531:   2%|▏         | 89/5632 [00:30<29:01,  3.18it/s]
epoch 1 loss 0.09434:   2%|▏         | 89/5632 [00:30<29:01,  3.18it/s]
epoch 1 loss 0.09434:   2%|▏         | 90/5632 [00:30<29:22,  3.14it/s]
epoch 1 loss 0.09593:   2%|▏         | 90/5632 [00:30<29:22,  3.14it/s]
epoch 1 loss 0.09593:   2%|▏         | 91/5632 [00:30<29:24,  3.14it/s]
epoch 1 loss 0.09517:   2%|▏         | 91/5632 [00:31<29:24,  3.14it/s]
epoch 1 loss 0.09517:   2%|▏         | 92/5632 [00:31<29:37,  3.12it/s]
epoch 1 loss 0.09416:   2%|▏         | 92/5632 [00:31<29:37,  3.12it/s]
epoch 1 loss 0.09416:   2%|▏         | 93/5632 [00:31<29:28,  3.13it/s]
epoch 1 loss 0.096:   2%|▏         | 93/5632 [00:31<29:28,  3.13it/s]  
epoch 1 loss 0.096:   2%|▏         | 94/5632 [00:31<29:11,  3.16it/s]
epoch 1 loss 0.09508:   2%|▏         | 94/5632 [00:32<29:11,  3.16it/s]
epoch 1 loss 0.09508:   2%|▏         | 95/5632 [00:32<29:05,  3.17it/s]
epoch 1 loss 0.09412:   2%|▏         | 95/5632 [00:32<29:05,  3.17it/s]
epoch 1 loss 0.09412:   2%|▏         | 96/5632 [00:32<28:57,  3.19it/s]
epoch 1 loss 0.09318:   2%|▏         | 96/5632 [00:32<28:57,  3.19it/s]
epoch 1 loss 0.09318:   2%|▏         | 97/5632 [00:32<28:52,  3.20it/s]
epoch 1 loss 0.09226:   2%|▏         | 97/5632 [00:33<28:52,  3.20it/s]
epoch 1 loss 0.09226:   2%|▏         | 98/5632 [00:33<28:49,  3.20it/s]
epoch 1 loss 0.09134:   2%|▏         | 98/5632 [00:34<28:49,  3.20it/s]
epoch 1 loss 0.09134:   2%|▏         | 99/5632 [00:34<1:08:02,  1.36it/s]
epoch 1 loss 0.09046:   2%|▏         | 99/5632 [00:35<1:08:02,  1.36it/s]
epoch 1 loss 0.09046:   2%|▏         | 100/5632 [00:35<56:10,  1.64it/s] 
epoch 1 loss 0.08974:   2%|▏         | 100/5632 [00:35<56:10,  1.64it/s]
epoch 1 loss 0.08974:   2%|▏         | 101/5632 [00:35<47:57,  1.92it/s]
epoch 1 loss 0.08889:   2%|▏         | 101/5632 [00:35<47:57,  1.92it/s]
epoch 1 loss 0.08889:   2%|▏         | 102/5632 [00:35<42:09,  2.19it/s]
epoch 1 loss 0.08816:   2%|▏         | 102/5632 [00:35<42:09,  2.19it/s]
epoch 1 loss 0.08816:   2%|▏         | 103/5632 [00:35<38:05,  2.42it/s]
epoch 1 loss 0.08738:   2%|▏         | 103/5632 [00:36<38:05,  2.42it/s]
epoch 1 loss 0.08738:   2%|▏         | 104/5632 [00:36<35:24,  2.60it/s]
epoch 1 loss 0.08723:   2%|▏         | 104/5632 [00:36<35:24,  2.60it/s]
epoch 1 loss 0.08723:   2%|▏         | 105/5632 [00:36<33:19,  2.76it/s]
epoch 1 loss 0.08886:   2%|▏         | 105/5632 [00:36<33:19,  2.76it/s]
epoch 1 loss 0.08886:   2%|▏         | 106/5632 [00:36<31:54,  2.89it/s]
epoch 1 loss 0.09075:   2%|▏         | 106/5632 [00:37<31:54,  2.89it/s]
epoch 1 loss 0.09075:   2%|▏         | 107/5632 [00:37<30:54,  2.98it/s]
epoch 1 loss 0.08995:   2%|▏         | 107/5632 [00:37<30:54,  2.98it/s]
epoch 1 loss 0.08995:   2%|▏         | 108/5632 [00:37<30:10,  3.05it/s]
epoch 1 loss 0.08919:   2%|▏         | 108/5632 [00:37<30:10,  3.05it/s]
epoch 1 loss 0.08919:   2%|▏         | 109/5632 [00:37<29:41,  3.10it/s]
epoch 1 loss 0.08845:   2%|▏         | 109/5632 [00:38<29:41,  3.10it/s]
epoch 1 loss 0.08845:   2%|▏         | 110/5632 [00:38<29:20,  3.14it/s]
epoch 1 loss 0.08777:   2%|▏         | 110/5632 [00:38<29:20,  3.14it/s]
epoch 1 loss 0.08777:   2%|▏         | 111/5632 [00:38<29:07,  3.16it/s]
epoch 1 loss 0.08943:   2%|▏         | 111/5632 [00:38<29:07,  3.16it/s]
epoch 1 loss 0.08943:   2%|▏         | 112/5632 [00:38<28:58,  3.18it/s]
epoch 1 loss 0.09128:   2%|▏         | 112/5632 [00:39<28:58,  3.18it/s]
epoch 1 loss 0.09128:   2%|▏         | 113/5632 [00:39<28:48,  3.19it/s]
epoch 1 loss 0.0905:   2%|▏         | 113/5632 [00:39<28:48,  3.19it/s] 
epoch 1 loss 0.0905:   2%|▏         | 114/5632 [00:39<28:42,  3.20it/s]
epoch 1 loss 0.08981:   2%|▏         | 114/5632 [00:39<28:42,  3.20it/s]
epoch 1 loss 0.08981:   2%|▏         | 115/5632 [00:39<28:39,  3.21it/s]
epoch 1 loss 0.0893:   2%|▏         | 115/5632 [00:40<28:39,  3.21it/s] 
epoch 1 loss 0.0893:   2%|▏         | 116/5632 [00:40<28:38,  3.21it/s]
epoch 1 loss 0.08855:   2%|▏         | 116/5632 [00:40<28:38,  3.21it/s]
epoch 1 loss 0.08855:   2%|▏         | 117/5632 [00:40<28:34,  3.22it/s]
epoch 1 loss 0.09168:   2%|▏         | 117/5632 [00:40<28:34,  3.22it/s]
epoch 1 loss 0.09168:   2%|▏         | 118/5632 [00:40<28:33,  3.22it/s]
epoch 1 loss 0.09104:   2%|▏         | 118/5632 [00:40<28:33,  3.22it/s]
epoch 1 loss 0.09104:   2%|▏         | 119/5632 [00:40<28:32,  3.22it/s]
epoch 1 loss 0.09036:   2%|▏         | 119/5632 [00:41<28:32,  3.22it/s]
epoch 1 loss 0.09036:   2%|▏         | 120/5632 [00:41<28:32,  3.22it/s]
epoch 1 loss 0.08968:   2%|▏         | 120/5632 [00:41<28:32,  3.22it/s]
epoch 1 loss 0.08968:   2%|▏         | 121/5632 [00:41<28:42,  3.20it/s]
epoch 1 loss 0.08898:   2%|▏         | 121/5632 [00:41<28:42,  3.20it/s]
epoch 1 loss 0.08898:   2%|▏         | 122/5632 [00:41<29:11,  3.15it/s]
epoch 1 loss 0.0883:   2%|▏         | 122/5632 [00:42<29:11,  3.15it/s] 
epoch 1 loss 0.0883:   2%|▏         | 123/5632 [00:42<29:16,  3.14it/s]
epoch 1 loss 0.08761:   2%|▏         | 123/5632 [00:42<29:16,  3.14it/s]
epoch 1 loss 0.08761:   2%|▏         | 124/5632 [00:42<29:00,  3.16it/s]
epoch 1 loss 0.08692:   2%|▏         | 124/5632 [00:42<29:00,  3.16it/s]
epoch 1 loss 0.08692:   2%|▏         | 125/5632 [00:42<28:57,  3.17it/s]
epoch 1 loss 0.08624:   2%|▏         | 125/5632 [00:43<28:57,  3.17it/s]
epoch 1 loss 0.08624:   2%|▏         | 126/5632 [00:43<29:33,  3.11it/s]
epoch 1 loss 0.08561:   2%|▏         | 126/5632 [00:43<29:33,  3.11it/s]
epoch 1 loss 0.08561:   2%|▏         | 127/5632 [00:43<29:12,  3.14it/s]
epoch 1 loss 0.08571:   2%|▏         | 127/5632 [00:43<29:12,  3.14it/s]
epoch 1 loss 0.08571:   2%|▏         | 128/5632 [00:43<29:01,  3.16it/s]
epoch 1 loss 0.08516:   2%|▏         | 128/5632 [00:44<29:01,  3.16it/s]
epoch 1 loss 0.08516:   2%|▏         | 129/5632 [00:44<28:47,  3.19it/s]
epoch 1 loss 0.08649:   2%|▏         | 129/5632 [00:44<28:47,  3.19it/s]
epoch 1 loss 0.08649:   2%|▏         | 130/5632 [00:44<28:42,  3.19it/s]
epoch 1 loss 0.08587:   2%|▏         | 130/5632 [00:44<28:42,  3.19it/s]
epoch 1 loss 0.08587:   2%|▏         | 131/5632 [00:44<28:37,  3.20it/s]
epoch 1 loss 0.08527:   2%|▏         | 131/5632 [00:45<28:37,  3.20it/s]
epoch 1 loss 0.08527:   2%|▏         | 132/5632 [00:45<28:35,  3.21it/s]
epoch 1 loss 0.08465:   2%|▏         | 132/5632 [00:45<28:35,  3.21it/s]
epoch 1 loss 0.08465:   2%|▏         | 133/5632 [00:45<28:31,  3.21it/s]
epoch 1 loss 0.086:   2%|▏         | 133/5632 [00:45<28:31,  3.21it/s]  
epoch 1 loss 0.086:   2%|▏         | 134/5632 [00:45<28:29,  3.22it/s]
epoch 1 loss 0.08544:   2%|▏         | 134/5632 [00:45<28:29,  3.22it/s]
epoch 1 loss 0.08544:   2%|▏         | 135/5632 [00:45<28:28,  3.22it/s]
epoch 1 loss 0.08482:   2%|▏         | 135/5632 [00:46<28:28,  3.22it/s]
epoch 1 loss 0.08482:   2%|▏         | 136/5632 [00:46<28:27,  3.22it/s]
epoch 1 loss 0.08423:   2%|▏         | 136/5632 [00:46<28:27,  3.22it/s]
epoch 1 loss 0.08423:   2%|▏         | 137/5632 [00:46<28:27,  3.22it/s]
epoch 1 loss 0.08627:   2%|▏         | 137/5632 [00:46<28:27,  3.22it/s]
epoch 1 loss 0.08627:   2%|▏         | 138/5632 [00:46<28:22,  3.23it/s]
epoch 1 loss 0.08571:   2%|▏         | 138/5632 [00:47<28:22,  3.23it/s]
epoch 1 loss 0.08571:   2%|▏         | 139/5632 [00:47<28:23,  3.22it/s]
epoch 1 loss 0.08641:   2%|▏         | 139/5632 [00:47<28:23,  3.22it/s]
epoch 1 loss 0.08641:   2%|▏         | 140/5632 [00:47<28:22,  3.23it/s]
epoch 1 loss 0.08601:   2%|▏         | 140/5632 [00:47<28:22,  3.23it/s]
epoch 1 loss 0.08601:   3%|▎         | 141/5632 [00:47<28:22,  3.23it/s]
epoch 1 loss 0.08546:   3%|▎         | 141/5632 [00:48<28:22,  3.23it/s]
epoch 1 loss 0.08546:   3%|▎         | 142/5632 [00:48<28:20,  3.23it/s]
epoch 1 loss 0.08493:   3%|▎         | 142/5632 [00:48<28:20,  3.23it/s]
epoch 1 loss 0.08493:   3%|▎         | 143/5632 [00:48<28:18,  3.23it/s]
epoch 1 loss 0.0844:   3%|▎         | 143/5632 [00:48<28:18,  3.23it/s] 
epoch 1 loss 0.0844:   3%|▎         | 144/5632 [00:48<28:20,  3.23it/s]
epoch 1 loss 0.08729:   3%|▎         | 144/5632 [00:49<28:20,  3.23it/s]
epoch 1 loss 0.08729:   3%|▎         | 145/5632 [00:49<28:18,  3.23it/s]
epoch 1 loss 0.0867:   3%|▎         | 145/5632 [00:50<28:18,  3.23it/s] 
epoch 1 loss 0.0867:   3%|▎         | 146/5632 [00:50<1:02:34,  1.46it/s]
epoch 1 loss 0.08716:   3%|▎         | 146/5632 [00:50<1:02:34,  1.46it/s]
epoch 1 loss 0.08716:   3%|▎         | 147/5632 [00:50<52:28,  1.74it/s]  
epoch 1 loss 0.08668:   3%|▎         | 147/5632 [00:51<52:28,  1.74it/s]
epoch 1 loss 0.08668:   3%|▎         | 148/5632 [00:51<45:26,  2.01it/s]
epoch 1 loss 0.08628:   3%|▎         | 148/5632 [00:51<45:26,  2.01it/s]
epoch 1 loss 0.08628:   3%|▎         | 149/5632 [00:51<40:26,  2.26it/s]
epoch 1 loss 0.08572:   3%|▎         | 149/5632 [00:51<40:26,  2.26it/s]
epoch 1 loss 0.08572:   3%|▎         | 150/5632 [00:51<36:54,  2.48it/s]
epoch 1 loss 0.09327:   3%|▎         | 150/5632 [00:52<36:54,  2.48it/s]
epoch 1 loss 0.09327:   3%|▎         | 151/5632 [00:52<34:27,  2.65it/s]
epoch 1 loss 0.09564:   3%|▎         | 151/5632 [00:52<34:27,  2.65it/s]
epoch 1 loss 0.09564:   3%|▎         | 152/5632 [00:52<32:42,  2.79it/s]
epoch 1 loss 0.09552:   3%|▎         | 152/5632 [00:52<32:42,  2.79it/s]
epoch 1 loss 0.09552:   3%|▎         | 153/5632 [00:52<31:23,  2.91it/s]
epoch 1 loss 0.095:   3%|▎         | 153/5632 [00:53<31:23,  2.91it/s]  
epoch 1 loss 0.095:   3%|▎         | 154/5632 [00:53<30:30,  2.99it/s]
epoch 1 loss 0.09447:   3%|▎         | 154/5632 [00:53<30:30,  2.99it/s]
epoch 1 loss 0.09447:   3%|▎         | 155/5632 [00:53<29:49,  3.06it/s]
epoch 1 loss 0.09409:   3%|▎         | 155/5632 [00:53<29:49,  3.06it/s]
epoch 1 loss 0.09409:   3%|▎         | 156/5632 [00:53<29:22,  3.11it/s]
epoch 1 loss 0.09356:   3%|▎         | 156/5632 [00:54<29:22,  3.11it/s]
epoch 1 loss 0.09356:   3%|▎         | 157/5632 [00:54<29:02,  3.14it/s]
epoch 1 loss 0.09303:   3%|▎         | 157/5632 [00:54<29:02,  3.14it/s]
epoch 1 loss 0.09303:   3%|▎         | 158/5632 [00:54<28:54,  3.16it/s]
epoch 1 loss 0.09493:   3%|▎         | 158/5632 [00:54<28:54,  3.16it/s]
epoch 1 loss 0.09493:   3%|▎         | 159/5632 [00:54<29:48,  3.06it/s]
epoch 1 loss 0.09435:   3%|▎         | 159/5632 [00:55<29:48,  3.06it/s]
epoch 1 loss 0.09435:   3%|▎         | 160/5632 [00:55<30:00,  3.04it/s]
epoch 1 loss 0.09403:   3%|▎         | 160/5632 [00:55<30:00,  3.04it/s]
epoch 1 loss 0.09403:   3%|▎         | 161/5632 [00:55<29:41,  3.07it/s]
epoch 1 loss 0.0935:   3%|▎         | 161/5632 [00:55<29:41,  3.07it/s] 
epoch 1 loss 0.0935:   3%|▎         | 162/5632 [00:55<29:13,  3.12it/s]
epoch 1 loss 0.09296:   3%|▎         | 162/5632 [00:56<29:13,  3.12it/s]
epoch 1 loss 0.09296:   3%|▎         | 163/5632 [00:56<29:22,  3.10it/s]
epoch 1 loss 0.09483:   3%|▎         | 163/5632 [00:56<29:22,  3.10it/s]
epoch 1 loss 0.09483:   3%|▎         | 164/5632 [00:56<29:04,  3.13it/s]
epoch 1 loss 0.09439:   3%|▎         | 164/5632 [00:56<29:04,  3.13it/s]
epoch 1 loss 0.09439:   3%|▎         | 165/5632 [00:56<28:51,  3.16it/s]
epoch 1 loss 0.09387:   3%|▎         | 165/5632 [00:56<28:51,  3.16it/s]
epoch 1 loss 0.09387:   3%|▎         | 166/5632 [00:56<28:41,  3.18it/s]
epoch 1 loss 0.09335:   3%|▎         | 166/5632 [00:57<28:41,  3.18it/s]
epoch 1 loss 0.09335:   3%|▎         | 167/5632 [00:57<28:32,  3.19it/s]
epoch 1 loss 0.09282:   3%|▎         | 167/5632 [00:57<28:32,  3.19it/s]
epoch 1 loss 0.09282:   3%|▎         | 168/5632 [00:57<28:27,  3.20it/s]
epoch 1 loss 0.09238:   3%|▎         | 168/5632 [00:57<28:27,  3.20it/s]
epoch 1 loss 0.09238:   3%|▎         | 169/5632 [00:57<28:22,  3.21it/s]
epoch 1 loss 0.09186:   3%|▎         | 169/5632 [00:58<28:22,  3.21it/s]
epoch 1 loss 0.09186:   3%|▎         | 170/5632 [00:58<28:24,  3.21it/s]
epoch 1 loss 0.09135:   3%|▎         | 170/5632 [00:58<28:24,  3.21it/s]
epoch 1 loss 0.09135:   3%|▎         | 171/5632 [00:58<28:22,  3.21it/s]
epoch 1 loss 0.09097:   3%|▎         | 171/5632 [00:58<28:22,  3.21it/s]
epoch 1 loss 0.09097:   3%|▎         | 172/5632 [00:58<28:20,  3.21it/s]
epoch 1 loss 0.09047:   3%|▎         | 172/5632 [00:59<28:20,  3.21it/s]
epoch 1 loss 0.09047:   3%|▎         | 173/5632 [00:59<28:17,  3.22it/s]
epoch 1 loss 0.08998:   3%|▎         | 173/5632 [00:59<28:17,  3.22it/s]
epoch 1 loss 0.08998:   3%|▎         | 174/5632 [00:59<28:13,  3.22it/s]
epoch 1 loss 0.08948:   3%|▎         | 174/5632 [00:59<28:13,  3.22it/s]
epoch 1 loss 0.08948:   3%|▎         | 175/5632 [00:59<28:17,  3.21it/s]
epoch 1 loss 0.08898:   3%|▎         | 175/5632 [01:00<28:17,  3.21it/s]
epoch 1 loss 0.08898:   3%|▎         | 176/5632 [01:00<28:18,  3.21it/s]
epoch 1 loss 0.08851:   3%|▎         | 176/5632 [01:00<28:18,  3.21it/s]
epoch 1 loss 0.08851:   3%|▎         | 177/5632 [01:00<28:41,  3.17it/s]
epoch 1 loss 0.08834:   3%|▎         | 177/5632 [01:00<28:41,  3.17it/s]
epoch 1 loss 0.08834:   3%|▎         | 178/5632 [01:00<28:38,  3.17it/s]
epoch 1 loss 0.08788:   3%|▎         | 178/5632 [01:01<28:38,  3.17it/s]
epoch 1 loss 0.08788:   3%|▎         | 179/5632 [01:01<28:24,  3.20it/s]
epoch 1 loss 0.08741:   3%|▎         | 179/5632 [01:01<28:24,  3.20it/s]
epoch 1 loss 0.08741:   3%|▎         | 180/5632 [01:01<28:23,  3.20it/s]
epoch 1 loss 0.0877:   3%|▎         | 180/5632 [01:01<28:23,  3.20it/s] 
epoch 1 loss 0.0877:   3%|▎         | 181/5632 [01:01<28:22,  3.20it/s]
epoch 1 loss 0.08732:   3%|▎         | 181/5632 [01:01<28:22,  3.20it/s]
epoch 1 loss 0.08732:   3%|▎         | 182/5632 [01:01<28:17,  3.21it/s]
epoch 1 loss 0.08686:   3%|▎         | 182/5632 [01:02<28:17,  3.21it/s]
epoch 1 loss 0.08686:   3%|▎         | 183/5632 [01:02<28:16,  3.21it/s]
epoch 1 loss 0.08641:   3%|▎         | 183/5632 [01:02<28:16,  3.21it/s]
epoch 1 loss 0.08641:   3%|▎         | 184/5632 [01:02<28:16,  3.21it/s]
epoch 1 loss 0.08596:   3%|▎         | 184/5632 [01:02<28:16,  3.21it/s]
epoch 1 loss 0.08596:   3%|▎         | 185/5632 [01:02<28:15,  3.21it/s]
epoch 1 loss 0.08552:   3%|▎         | 185/5632 [01:03<28:15,  3.21it/s]
epoch 1 loss 0.08552:   3%|▎         | 186/5632 [01:03<28:13,  3.22it/s]
epoch 1 loss 0.08508:   3%|▎         | 186/5632 [01:03<28:13,  3.22it/s]
epoch 1 loss 0.08508:   3%|▎         | 187/5632 [01:03<28:12,  3.22it/s]
epoch 1 loss 0.08466:   3%|▎         | 187/5632 [01:03<28:12,  3.22it/s]
epoch 1 loss 0.08466:   3%|▎         | 188/5632 [01:03<28:11,  3.22it/s]
epoch 1 loss 0.0865:   3%|▎         | 188/5632 [01:04<28:11,  3.22it/s] 
epoch 1 loss 0.0865:   3%|▎         | 189/5632 [01:04<28:08,  3.22it/s]
epoch 1 loss 0.08608:   3%|▎         | 189/5632 [01:04<28:08,  3.22it/s]
epoch 1 loss 0.08608:   3%|▎         | 190/5632 [01:04<28:08,  3.22it/s]
epoch 1 loss 0.08565:   3%|▎         | 190/5632 [01:04<28:08,  3.22it/s]
epoch 1 loss 0.08565:   3%|▎         | 191/5632 [01:04<28:09,  3.22it/s]
epoch 1 loss 0.08524:   3%|▎         | 191/5632 [01:05<28:09,  3.22it/s]
epoch 1 loss 0.08524:   3%|▎         | 192/5632 [01:05<28:10,  3.22it/s]
epoch 1 loss 0.08483:   3%|▎         | 192/5632 [01:06<28:10,  3.22it/s]
epoch 1 loss 0.08483:   3%|▎         | 193/5632 [01:06<1:01:21,  1.48it/s]
epoch 1 loss 0.08441:   3%|▎         | 193/5632 [01:06<1:01:21,  1.48it/s]
epoch 1 loss 0.08441:   3%|▎         | 194/5632 [01:06<51:22,  1.76it/s]  
epoch 1 loss 0.08398:   3%|▎         | 194/5632 [01:07<51:22,  1.76it/s]
epoch 1 loss 0.08398:   3%|▎         | 195/5632 [01:07<44:22,  2.04it/s]
epoch 1 loss 0.08356:   3%|▎         | 195/5632 [01:07<44:22,  2.04it/s]
epoch 1 loss 0.08356:   3%|▎         | 196/5632 [01:07<39:29,  2.29it/s]
epoch 1 loss 0.08317:   3%|▎         | 196/5632 [01:07<39:29,  2.29it/s]
epoch 1 loss 0.08317:   3%|▎         | 197/5632 [01:07<36:03,  2.51it/s]
epoch 1 loss 0.08276:   3%|▎         | 197/5632 [01:08<36:03,  2.51it/s]
epoch 1 loss 0.08276:   4%|▎         | 198/5632 [01:08<33:40,  2.69it/s]
epoch 1 loss 0.08236:   4%|▎         | 198/5632 [01:08<33:40,  2.69it/s]
epoch 1 loss 0.08236:   4%|▎         | 199/5632 [01:08<31:59,  2.83it/s]
epoch 1 loss 0.08403:   4%|▎         | 199/5632 [01:08<31:59,  2.83it/s]
epoch 1 loss 0.08403:   4%|▎         | 200/5632 [01:08<30:51,  2.93it/s]
epoch 1 loss 0.0851:   4%|▎         | 200/5632 [01:09<30:51,  2.93it/s] 
epoch 1 loss 0.0851:   4%|▎         | 201/5632 [01:09<30:01,  3.02it/s]
epoch 1 loss 0.0861:   4%|▎         | 201/5632 [01:09<30:01,  3.02it/s]
epoch 1 loss 0.0861:   4%|▎         | 202/5632 [01:09<29:28,  3.07it/s]
epoch 1 loss 0.08572:   4%|▎         | 202/5632 [01:09<29:28,  3.07it/s]
epoch 1 loss 0.08572:   4%|▎         | 203/5632 [01:09<29:03,  3.11it/s]
epoch 1 loss 0.08554:   4%|▎         | 203/5632 [01:10<29:03,  3.11it/s]
epoch 1 loss 0.08554:   4%|▎         | 204/5632 [01:10<28:44,  3.15it/s]
epoch 1 loss 0.08811:   4%|▎         | 204/5632 [01:10<28:44,  3.15it/s]
epoch 1 loss 0.08811:   4%|▎         | 205/5632 [01:10<28:32,  3.17it/s]
epoch 1 loss 0.08891:   4%|▎         | 205/5632 [01:10<28:32,  3.17it/s]
epoch 1 loss 0.08891:   4%|▎         | 206/5632 [01:10<28:23,  3.19it/s]
epoch 1 loss 0.08851:   4%|▎         | 206/5632 [01:10<28:23,  3.19it/s]
epoch 1 loss 0.08851:   4%|▎         | 207/5632 [01:10<28:19,  3.19it/s]
epoch 1 loss 0.08812:   4%|▎         | 207/5632 [01:11<28:19,  3.19it/s]
epoch 1 loss 0.08812:   4%|▎         | 208/5632 [01:11<28:14,  3.20it/s]
epoch 1 loss 0.08772:   4%|▎         | 208/5632 [01:11<28:14,  3.20it/s]
epoch 1 loss 0.08772:   4%|▎         | 209/5632 [01:11<28:15,  3.20it/s]
epoch 1 loss 0.08734:   4%|▎         | 209/5632 [01:11<28:15,  3.20it/s]
epoch 1 loss 0.08734:   4%|▎         | 210/5632 [01:11<28:13,  3.20it/s]
epoch 1 loss 0.08697:   4%|▎         | 210/5632 [01:12<28:13,  3.20it/s]
epoch 1 loss 0.08697:   4%|▎         | 211/5632 [01:12<28:16,  3.20it/s]
epoch 1 loss 0.08658:   4%|▎         | 211/5632 [01:12<28:16,  3.20it/s]
epoch 1 loss 0.08658:   4%|▍         | 212/5632 [01:12<28:10,  3.21it/s]
epoch 1 loss 0.08621:   4%|▍         | 212/5632 [01:12<28:10,  3.21it/s]
epoch 1 loss 0.08621:   4%|▍         | 213/5632 [01:12<27:57,  3.23it/s]
epoch 1 loss 0.08583:   4%|▍         | 213/5632 [01:13<27:57,  3.23it/s]
epoch 1 loss 0.08583:   4%|▍         | 214/5632 [01:13<27:57,  3.23it/s]
epoch 1 loss 0.08549:   4%|▍         | 214/5632 [01:13<27:57,  3.23it/s]
epoch 1 loss 0.08549:   4%|▍         | 215/5632 [01:13<27:57,  3.23it/s]
epoch 1 loss 0.08515:   4%|▍         | 215/5632 [01:13<27:57,  3.23it/s]
epoch 1 loss 0.08515:   4%|▍         | 216/5632 [01:13<28:02,  3.22it/s]
epoch 1 loss 0.08477:   4%|▍         | 216/5632 [01:14<28:02,  3.22it/s]
epoch 1 loss 0.08477:   4%|▍         | 217/5632 [01:14<28:01,  3.22it/s]
epoch 1 loss 0.08443:   4%|▍         | 217/5632 [01:14<28:01,  3.22it/s]
epoch 1 loss 0.08443:   4%|▍         | 218/5632 [01:14<28:00,  3.22it/s]
epoch 1 loss 0.08586:   4%|▍         | 218/5632 [01:14<28:00,  3.22it/s]
epoch 1 loss 0.08586:   4%|▍         | 219/5632 [01:14<28:00,  3.22it/s]
epoch 1 loss 0.0855:   4%|▍         | 219/5632 [01:14<28:00,  3.22it/s] 
epoch 1 loss 0.0855:   4%|▍         | 220/5632 [01:14<27:58,  3.22it/s]
epoch 1 loss 0.08512:   4%|▍         | 220/5632 [01:15<27:58,  3.22it/s]
epoch 1 loss 0.08512:   4%|▍         | 221/5632 [01:15<27:59,  3.22it/s]
epoch 1 loss 0.08475:   4%|▍         | 221/5632 [01:15<27:59,  3.22it/s]
epoch 1 loss 0.08475:   4%|▍         | 222/5632 [01:15<27:55,  3.23it/s]
epoch 1 loss 0.08441:   4%|▍         | 222/5632 [01:15<27:55,  3.23it/s]
epoch 1 loss 0.08441:   4%|▍         | 223/5632 [01:15<27:57,  3.22it/s]
epoch 1 loss 0.08406:   4%|▍         | 223/5632 [01:16<27:57,  3.22it/s]
epoch 1 loss 0.08406:   4%|▍         | 224/5632 [01:16<27:57,  3.22it/s]
epoch 1 loss 0.08369:   4%|▍         | 224/5632 [01:16<27:57,  3.22it/s]
epoch 1 loss 0.08369:   4%|▍         | 225/5632 [01:16<27:59,  3.22it/s]
epoch 1 loss 0.08333:   4%|▍         | 225/5632 [01:16<27:59,  3.22it/s]
epoch 1 loss 0.08333:   4%|▍         | 226/5632 [01:16<27:58,  3.22it/s]
epoch 1 loss 0.08299:   4%|▍         | 226/5632 [01:17<27:58,  3.22it/s]
epoch 1 loss 0.08299:   4%|▍         | 227/5632 [01:17<27:55,  3.23it/s]
epoch 1 loss 0.08266:   4%|▍         | 227/5632 [01:17<27:55,  3.23it/s]
epoch 1 loss 0.08266:   4%|▍         | 228/5632 [01:17<27:54,  3.23it/s]
epoch 1 loss 0.08231:   4%|▍         | 228/5632 [01:17<27:54,  3.23it/s]
epoch 1 loss 0.08231:   4%|▍         | 229/5632 [01:17<27:54,  3.23it/s]
epoch 1 loss 0.08196:   4%|▍         | 229/5632 [01:18<27:54,  3.23it/s]
epoch 1 loss 0.08196:   4%|▍         | 230/5632 [01:18<27:53,  3.23it/s]
epoch 1 loss 0.08164:   4%|▍         | 230/5632 [01:18<27:53,  3.23it/s]
epoch 1 loss 0.08164:   4%|▍         | 231/5632 [01:18<27:54,  3.22it/s]
epoch 1 loss 0.0813:   4%|▍         | 231/5632 [01:18<27:54,  3.22it/s] 
epoch 1 loss 0.0813:   4%|▍         | 232/5632 [01:18<27:55,  3.22it/s]
epoch 1 loss 0.08284:   4%|▍         | 232/5632 [01:19<27:55,  3.22it/s]
epoch 1 loss 0.08284:   4%|▍         | 233/5632 [01:19<27:54,  3.22it/s]
epoch 1 loss 0.08254:   4%|▍         | 233/5632 [01:19<27:54,  3.22it/s]
epoch 1 loss 0.08254:   4%|▍         | 234/5632 [01:19<27:54,  3.22it/s]
epoch 1 loss 0.0824:   4%|▍         | 234/5632 [01:19<27:54,  3.22it/s] 
epoch 1 loss 0.0824:   4%|▍         | 235/5632 [01:19<27:57,  3.22it/s]
epoch 1 loss 0.08207:   4%|▍         | 235/5632 [01:19<27:57,  3.22it/s]
epoch 1 loss 0.08207:   4%|▍         | 236/5632 [01:19<27:55,  3.22it/s]
epoch 1 loss 0.08174:   4%|▍         | 236/5632 [01:20<27:55,  3.22it/s]
epoch 1 loss 0.08174:   4%|▍         | 237/5632 [01:20<27:58,  3.21it/s]
epoch 1 loss 0.08141:   4%|▍         | 237/5632 [01:20<27:58,  3.21it/s]
epoch 1 loss 0.08141:   4%|▍         | 238/5632 [01:20<27:55,  3.22it/s]
epoch 1 loss 0.08108:   4%|▍         | 238/5632 [01:20<27:55,  3.22it/s]
epoch 1 loss 0.08108:   4%|▍         | 239/5632 [01:20<27:55,  3.22it/s]
epoch 1 loss 0.08076:   4%|▍         | 239/5632 [01:22<27:55,  3.22it/s]
epoch 1 loss 0.08076:   4%|▍         | 240/5632 [01:22<1:05:55,  1.36it/s]
epoch 1 loss 0.08045:   4%|▍         | 240/5632 [01:22<1:05:55,  1.36it/s]
epoch 1 loss 0.08045:   4%|▍         | 241/5632 [01:22<54:30,  1.65it/s]  
epoch 1 loss 0.0804:   4%|▍         | 241/5632 [01:23<54:30,  1.65it/s] 
epoch 1 loss 0.0804:   4%|▍         | 242/5632 [01:23<46:29,  1.93it/s]
epoch 1 loss 0.08008:   4%|▍         | 242/5632 [01:23<46:29,  1.93it/s]
epoch 1 loss 0.08008:   4%|▍         | 243/5632 [01:23<40:54,  2.20it/s]
epoch 1 loss 0.07976:   4%|▍         | 243/5632 [01:23<40:54,  2.20it/s]
epoch 1 loss 0.07976:   4%|▍         | 244/5632 [01:23<37:01,  2.43it/s]
epoch 1 loss 0.07945:   4%|▍         | 244/5632 [01:24<37:01,  2.43it/s]
epoch 1 loss 0.07945:   4%|▍         | 245/5632 [01:24<34:15,  2.62it/s]
epoch 1 loss 0.07913:   4%|▍         | 245/5632 [01:24<34:15,  2.62it/s]
epoch 1 loss 0.07913:   4%|▍         | 246/5632 [01:24<32:18,  2.78it/s]
epoch 1 loss 0.07883:   4%|▍         | 246/5632 [01:24<32:18,  2.78it/s]
epoch 1 loss 0.07883:   4%|▍         | 247/5632 [01:24<30:57,  2.90it/s]
epoch 1 loss 0.07852:   4%|▍         | 247/5632 [01:25<30:57,  2.90it/s]
epoch 1 loss 0.07852:   4%|▍         | 248/5632 [01:25<30:01,  2.99it/s]
epoch 1 loss 0.0793:   4%|▍         | 248/5632 [01:25<30:01,  2.99it/s] 
epoch 1 loss 0.0793:   4%|▍         | 249/5632 [01:25<29:21,  3.06it/s]
epoch 1 loss 0.07906:   4%|▍         | 249/5632 [01:25<29:21,  3.06it/s]
epoch 1 loss 0.07906:   4%|▍         | 250/5632 [01:25<28:51,  3.11it/s]
epoch 1 loss 0.07876:   4%|▍         | 250/5632 [01:26<28:51,  3.11it/s]
epoch 1 loss 0.07876:   4%|▍         | 251/5632 [01:26<28:32,  3.14it/s]
epoch 1 loss 0.07846:   4%|▍         | 251/5632 [01:26<28:32,  3.14it/s]
epoch 1 loss 0.07846:   4%|▍         | 252/5632 [01:26<28:18,  3.17it/s]
epoch 1 loss 0.07816:   4%|▍         | 252/5632 [01:26<28:18,  3.17it/s]
epoch 1 loss 0.07816:   4%|▍         | 253/5632 [01:26<28:10,  3.18it/s]
epoch 1 loss 0.07786:   4%|▍         | 253/5632 [01:26<28:10,  3.18it/s]
epoch 1 loss 0.07786:   5%|▍         | 254/5632 [01:26<28:03,  3.19it/s]
epoch 1 loss 0.07757:   5%|▍         | 254/5632 [01:27<28:03,  3.19it/s]
epoch 1 loss 0.07757:   5%|▍         | 255/5632 [01:27<27:59,  3.20it/s]
epoch 1 loss 0.07736:   5%|▍         | 255/5632 [01:27<27:59,  3.20it/s]
epoch 1 loss 0.07736:   5%|▍         | 256/5632 [01:27<27:56,  3.21it/s]
epoch 1 loss 0.07831:   5%|▍         | 256/5632 [01:27<27:56,  3.21it/s]
epoch 1 loss 0.07831:   5%|▍         | 257/5632 [01:27<27:53,  3.21it/s]
epoch 1 loss 0.07805:   5%|▍         | 257/5632 [01:28<27:53,  3.21it/s]
epoch 1 loss 0.07805:   5%|▍         | 258/5632 [01:28<27:50,  3.22it/s]
epoch 1 loss 0.07777:   5%|▍         | 258/5632 [01:28<27:50,  3.22it/s]
epoch 1 loss 0.07777:   5%|▍         | 259/5632 [01:28<27:47,  3.22it/s]
epoch 1 loss 0.07869:   5%|▍         | 259/5632 [01:28<27:47,  3.22it/s]
epoch 1 loss 0.07869:   5%|▍         | 260/5632 [01:28<27:46,  3.22it/s]
epoch 1 loss 0.0784:   5%|▍         | 260/5632 [01:29<27:46,  3.22it/s] 
epoch 1 loss 0.0784:   5%|▍         | 261/5632 [01:29<27:44,  3.23it/s]
epoch 1 loss 0.07834:   5%|▍         | 261/5632 [01:29<27:44,  3.23it/s]
epoch 1 loss 0.07834:   5%|▍         | 262/5632 [01:29<27:46,  3.22it/s]
epoch 1 loss 0.0781:   5%|▍         | 262/5632 [01:29<27:46,  3.22it/s] 
epoch 1 loss 0.0781:   5%|▍         | 263/5632 [01:29<27:46,  3.22it/s]
epoch 1 loss 0.07784:   5%|▍         | 263/5632 [01:30<27:46,  3.22it/s]
epoch 1 loss 0.07784:   5%|▍         | 264/5632 [01:30<27:47,  3.22it/s]
epoch 1 loss 0.07756:   5%|▍         | 264/5632 [01:30<27:47,  3.22it/s]
epoch 1 loss 0.07756:   5%|▍         | 265/5632 [01:30<27:46,  3.22it/s]
epoch 1 loss 0.07739:   5%|▍         | 265/5632 [01:30<27:46,  3.22it/s]
epoch 1 loss 0.07739:   5%|▍         | 266/5632 [01:30<27:51,  3.21it/s]
epoch 1 loss 0.07714:   5%|▍         | 266/5632 [01:30<27:51,  3.21it/s]
epoch 1 loss 0.07714:   5%|▍         | 267/5632 [01:30<27:49,  3.21it/s]
epoch 1 loss 0.07686:   5%|▍         | 267/5632 [01:31<27:49,  3.21it/s]
epoch 1 loss 0.07686:   5%|▍         | 268/5632 [01:31<27:45,  3.22it/s]
epoch 1 loss 0.07659:   5%|▍         | 268/5632 [01:31<27:45,  3.22it/s]
epoch 1 loss 0.07659:   5%|▍         | 269/5632 [01:31<27:45,  3.22it/s]
epoch 1 loss 0.07705:   5%|▍         | 269/5632 [01:31<27:45,  3.22it/s]
epoch 1 loss 0.07705:   5%|▍         | 270/5632 [01:31<27:45,  3.22it/s]
epoch 1 loss 0.0768:   5%|▍         | 270/5632 [01:32<27:45,  3.22it/s] 
epoch 1 loss 0.0768:   5%|▍         | 271/5632 [01:32<27:46,  3.22it/s]
epoch 1 loss 0.07686:   5%|▍         | 271/5632 [01:32<27:46,  3.22it/s]
epoch 1 loss 0.07686:   5%|▍         | 272/5632 [01:32<27:45,  3.22it/s]
epoch 1 loss 0.07658:   5%|▍         | 272/5632 [01:32<27:45,  3.22it/s]
epoch 1 loss 0.07658:   5%|▍         | 273/5632 [01:32<27:45,  3.22it/s]
epoch 1 loss 0.07631:   5%|▍         | 273/5632 [01:33<27:45,  3.22it/s]
epoch 1 loss 0.07631:   5%|▍         | 274/5632 [01:33<27:44,  3.22it/s]
epoch 1 loss 0.07605:   5%|▍         | 274/5632 [01:33<27:44,  3.22it/s]
epoch 1 loss 0.07605:   5%|▍         | 275/5632 [01:33<27:44,  3.22it/s]
epoch 1 loss 0.0773:   5%|▍         | 275/5632 [01:33<27:44,  3.22it/s] 
epoch 1 loss 0.0773:   5%|▍         | 276/5632 [01:33<27:51,  3.20it/s]
epoch 1 loss 0.07776:   5%|▍         | 276/5632 [01:34<27:51,  3.20it/s]
epoch 1 loss 0.07776:   5%|▍         | 277/5632 [01:34<27:50,  3.21it/s]
epoch 1 loss 0.07773:   5%|▍         | 277/5632 [01:34<27:50,  3.21it/s]
epoch 1 loss 0.07773:   5%|▍         | 278/5632 [01:34<27:56,  3.19it/s]
epoch 1 loss 0.07747:   5%|▍         | 278/5632 [01:34<27:56,  3.19it/s]
epoch 1 loss 0.07747:   5%|▍         | 279/5632 [01:34<27:50,  3.20it/s]
epoch 1 loss 0.0772:   5%|▍         | 279/5632 [01:35<27:50,  3.20it/s] 
epoch 1 loss 0.0772:   5%|▍         | 280/5632 [01:35<27:49,  3.21it/s]
epoch 1 loss 0.07742:   5%|▍         | 280/5632 [01:35<27:49,  3.21it/s]
epoch 1 loss 0.07742:   5%|▍         | 281/5632 [01:35<27:47,  3.21it/s]
epoch 1 loss 0.07768:   5%|▍         | 281/5632 [01:35<27:47,  3.21it/s]
epoch 1 loss 0.07768:   5%|▌         | 282/5632 [01:35<27:45,  3.21it/s]
epoch 1 loss 0.07799:   5%|▌         | 282/5632 [01:35<27:45,  3.21it/s]
epoch 1 loss 0.07799:   5%|▌         | 283/5632 [01:35<27:47,  3.21it/s]
epoch 1 loss 0.07782:   5%|▌         | 283/5632 [01:36<27:47,  3.21it/s]
epoch 1 loss 0.07782:   5%|▌         | 284/5632 [01:36<27:44,  3.21it/s]
epoch 1 loss 0.07804:   5%|▌         | 284/5632 [01:36<27:44,  3.21it/s]
epoch 1 loss 0.07804:   5%|▌         | 285/5632 [01:36<27:42,  3.22it/s]
epoch 1 loss 0.07777:   5%|▌         | 285/5632 [01:36<27:42,  3.22it/s]
epoch 1 loss 0.07777:   5%|▌         | 286/5632 [01:36<27:39,  3.22it/s]
epoch 1 loss 0.07751:   5%|▌         | 286/5632 [01:38<27:39,  3.22it/s]
epoch 1 loss 0.07751:   5%|▌         | 287/5632 [01:38<56:34,  1.57it/s]
epoch 1 loss 0.07777:   5%|▌         | 287/5632 [01:38<56:34,  1.57it/s]
epoch 1 loss 0.07777:   5%|▌         | 288/5632 [01:38<47:55,  1.86it/s]
epoch 1 loss 0.0775:   5%|▌         | 288/5632 [01:38<47:55,  1.86it/s] 
epoch 1 loss 0.0775:   5%|▌         | 289/5632 [01:38<41:50,  2.13it/s]
epoch 1 loss 0.07852:   5%|▌         | 289/5632 [01:39<41:50,  2.13it/s]
epoch 1 loss 0.07852:   5%|▌         | 290/5632 [01:39<37:35,  2.37it/s]
epoch 1 loss 0.07844:   5%|▌         | 290/5632 [01:39<37:35,  2.37it/s]
epoch 1 loss 0.07844:   5%|▌         | 291/5632 [01:39<34:35,  2.57it/s]
epoch 1 loss 0.07826:   5%|▌         | 291/5632 [01:39<34:35,  2.57it/s]
epoch 1 loss 0.07826:   5%|▌         | 292/5632 [01:39<32:29,  2.74it/s]
epoch 1 loss 0.07803:   5%|▌         | 292/5632 [01:40<32:29,  2.74it/s]
epoch 1 loss 0.07803:   5%|▌         | 293/5632 [01:40<31:02,  2.87it/s]
epoch 1 loss 0.07777:   5%|▌         | 293/5632 [01:40<31:02,  2.87it/s]
epoch 1 loss 0.07777:   5%|▌         | 294/5632 [01:40<29:59,  2.97it/s]
epoch 1 loss 0.07758:   5%|▌         | 294/5632 [01:40<29:59,  2.97it/s]
epoch 1 loss 0.07758:   5%|▌         | 295/5632 [01:40<29:17,  3.04it/s]
epoch 1 loss 0.07732:   5%|▌         | 295/5632 [01:41<29:17,  3.04it/s]
epoch 1 loss 0.07732:   5%|▌         | 296/5632 [01:41<28:46,  3.09it/s]
epoch 1 loss 0.07709:   5%|▌         | 296/5632 [01:41<28:46,  3.09it/s]
epoch 1 loss 0.07709:   5%|▌         | 297/5632 [01:41<28:25,  3.13it/s]
epoch 1 loss 0.07729:   5%|▌         | 297/5632 [01:41<28:25,  3.13it/s]
epoch 1 loss 0.07729:   5%|▌         | 298/5632 [01:41<28:09,  3.16it/s]
epoch 1 loss 0.07711:   5%|▌         | 298/5632 [01:42<28:09,  3.16it/s]
epoch 1 loss 0.07711:   5%|▌         | 299/5632 [01:42<27:59,  3.18it/s]
epoch 1 loss 0.07687:   5%|▌         | 299/5632 [01:42<27:59,  3.18it/s]
epoch 1 loss 0.07687:   5%|▌         | 300/5632 [01:42<27:51,  3.19it/s]
epoch 1 loss 0.07662:   5%|▌         | 300/5632 [01:42<27:51,  3.19it/s]
epoch 1 loss 0.07662:   5%|▌         | 301/5632 [01:42<27:44,  3.20it/s]
epoch 1 loss 0.0765:   5%|▌         | 301/5632 [01:42<27:44,  3.20it/s] 
epoch 1 loss 0.0765:   5%|▌         | 302/5632 [01:42<27:41,  3.21it/s]
epoch 1 loss 0.07629:   5%|▌         | 302/5632 [01:43<27:41,  3.21it/s]
epoch 1 loss 0.07629:   5%|▌         | 303/5632 [01:43<27:36,  3.22it/s]
epoch 1 loss 0.07608:   5%|▌         | 303/5632 [01:43<27:36,  3.22it/s]
epoch 1 loss 0.07608:   5%|▌         | 304/5632 [01:43<27:36,  3.22it/s]
epoch 1 loss 0.07586:   5%|▌         | 304/5632 [01:43<27:36,  3.22it/s]
epoch 1 loss 0.07586:   5%|▌         | 305/5632 [01:43<27:33,  3.22it/s]
epoch 1 loss 0.07623:   5%|▌         | 305/5632 [01:44<27:33,  3.22it/s]
epoch 1 loss 0.07623:   5%|▌         | 306/5632 [01:44<27:32,  3.22it/s]
epoch 1 loss 0.076:   5%|▌         | 306/5632 [01:44<27:32,  3.22it/s]  
epoch 1 loss 0.076:   5%|▌         | 307/5632 [01:44<27:30,  3.23it/s]
epoch 1 loss 0.07641:   5%|▌         | 307/5632 [01:44<27:30,  3.23it/s]
epoch 1 loss 0.07641:   5%|▌         | 308/5632 [01:44<27:31,  3.22it/s]
epoch 1 loss 0.07666:   5%|▌         | 308/5632 [01:45<27:31,  3.22it/s]
epoch 1 loss 0.07666:   5%|▌         | 309/5632 [01:45<27:30,  3.23it/s]
epoch 1 loss 0.07643:   5%|▌         | 309/5632 [01:45<27:30,  3.23it/s]
epoch 1 loss 0.07643:   6%|▌         | 310/5632 [01:45<27:30,  3.22it/s]
epoch 1 loss 0.07699:   6%|▌         | 310/5632 [01:45<27:30,  3.22it/s]
epoch 1 loss 0.07699:   6%|▌         | 311/5632 [01:45<27:32,  3.22it/s]
epoch 1 loss 0.07717:   6%|▌         | 311/5632 [01:46<27:32,  3.22it/s]
epoch 1 loss 0.07717:   6%|▌         | 312/5632 [01:46<27:31,  3.22it/s]
epoch 1 loss 0.07702:   6%|▌         | 312/5632 [01:46<27:31,  3.22it/s]
epoch 1 loss 0.07702:   6%|▌         | 313/5632 [01:46<27:32,  3.22it/s]
epoch 1 loss 0.07678:   6%|▌         | 313/5632 [01:46<27:32,  3.22it/s]
epoch 1 loss 0.07678:   6%|▌         | 314/5632 [01:46<27:29,  3.22it/s]
epoch 1 loss 0.07659:   6%|▌         | 314/5632 [01:46<27:29,  3.22it/s]
epoch 1 loss 0.07659:   6%|▌         | 315/5632 [01:46<27:29,  3.22it/s]
epoch 1 loss 0.0764:   6%|▌         | 315/5632 [01:47<27:29,  3.22it/s] 
epoch 1 loss 0.0764:   6%|▌         | 316/5632 [01:47<27:28,  3.22it/s]
epoch 1 loss 0.07617:   6%|▌         | 316/5632 [01:47<27:28,  3.22it/s]
epoch 1 loss 0.07617:   6%|▌         | 317/5632 [01:47<27:29,  3.22it/s]
epoch 1 loss 0.07595:   6%|▌         | 317/5632 [01:47<27:29,  3.22it/s]
epoch 1 loss 0.07595:   6%|▌         | 318/5632 [01:47<27:28,  3.22it/s]
epoch 1 loss 0.07572:   6%|▌         | 318/5632 [01:48<27:28,  3.22it/s]
epoch 1 loss 0.07572:   6%|▌         | 319/5632 [01:48<27:28,  3.22it/s]
epoch 1 loss 0.07549:   6%|▌         | 319/5632 [01:48<27:28,  3.22it/s]
epoch 1 loss 0.07549:   6%|▌         | 320/5632 [01:48<27:30,  3.22it/s]
epoch 1 loss 0.07526:   6%|▌         | 320/5632 [01:48<27:30,  3.22it/s]
epoch 1 loss 0.07526:   6%|▌         | 321/5632 [01:48<27:27,  3.22it/s]
epoch 1 loss 0.07503:   6%|▌         | 321/5632 [01:49<27:27,  3.22it/s]
epoch 1 loss 0.07503:   6%|▌         | 322/5632 [01:49<27:30,  3.22it/s]
epoch 1 loss 0.07481:   6%|▌         | 322/5632 [01:49<27:30,  3.22it/s]
epoch 1 loss 0.07481:   6%|▌         | 323/5632 [01:49<27:29,  3.22it/s]
epoch 1 loss 0.07602:   6%|▌         | 323/5632 [01:49<27:29,  3.22it/s]
epoch 1 loss 0.07602:   6%|▌         | 324/5632 [01:49<27:26,  3.22it/s]
epoch 1 loss 0.07705:   6%|▌         | 324/5632 [01:50<27:26,  3.22it/s]
epoch 1 loss 0.07705:   6%|▌         | 325/5632 [01:50<27:25,  3.22it/s]
epoch 1 loss 0.07683:   6%|▌         | 325/5632 [01:50<27:25,  3.22it/s]
epoch 1 loss 0.07683:   6%|▌         | 326/5632 [01:50<27:24,  3.23it/s]
epoch 1 loss 0.0766:   6%|▌         | 326/5632 [01:50<27:24,  3.23it/s] 
epoch 1 loss 0.0766:   6%|▌         | 327/5632 [01:50<27:26,  3.22it/s]
epoch 1 loss 0.07638:   6%|▌         | 327/5632 [01:50<27:26,  3.22it/s]
epoch 1 loss 0.07638:   6%|▌         | 328/5632 [01:51<27:27,  3.22it/s]
epoch 1 loss 0.07616:   6%|▌         | 328/5632 [01:51<27:27,  3.22it/s]
epoch 1 loss 0.07616:   6%|▌         | 329/5632 [01:51<27:35,  3.20it/s]
epoch 1 loss 0.07594:   6%|▌         | 329/5632 [01:51<27:35,  3.20it/s]
epoch 1 loss 0.07594:   6%|▌         | 330/5632 [01:51<28:18,  3.12it/s]
epoch 1 loss 0.07593:   6%|▌         | 330/5632 [01:51<28:18,  3.12it/s]
epoch 1 loss 0.07593:   6%|▌         | 331/5632 [01:51<28:19,  3.12it/s]
epoch 1 loss 0.07571:   6%|▌         | 331/5632 [01:52<28:19,  3.12it/s]
epoch 1 loss 0.07571:   6%|▌         | 332/5632 [01:52<28:23,  3.11it/s]
epoch 1 loss 0.07578:   6%|▌         | 332/5632 [01:52<28:23,  3.11it/s]
epoch 1 loss 0.07578:   6%|▌         | 333/5632 [01:52<28:07,  3.14it/s]
epoch 1 loss 0.07606:   6%|▌         | 333/5632 [01:54<28:07,  3.14it/s]
epoch 1 loss 0.07606:   6%|▌         | 334/5632 [01:54<1:09:32,  1.27it/s]
epoch 1 loss 0.07584:   6%|▌         | 334/5632 [01:54<1:09:32,  1.27it/s]
epoch 1 loss 0.07584:   6%|▌         | 335/5632 [01:54<56:56,  1.55it/s]  
epoch 1 loss 0.07582:   6%|▌         | 335/5632 [01:55<56:56,  1.55it/s]
epoch 1 loss 0.07582:   6%|▌         | 336/5632 [01:55<48:01,  1.84it/s]
epoch 1 loss 0.07564:   6%|▌         | 336/5632 [01:55<48:01,  1.84it/s]
epoch 1 loss 0.07564:   6%|▌         | 337/5632 [01:55<41:48,  2.11it/s]
epoch 1 loss 0.07543:   6%|▌         | 337/5632 [01:55<41:48,  2.11it/s]
epoch 1 loss 0.07543:   6%|▌         | 338/5632 [01:55<37:29,  2.35it/s]
epoch 1 loss 0.07521:   6%|▌         | 338/5632 [01:56<37:29,  2.35it/s]
epoch 1 loss 0.07521:   6%|▌         | 339/5632 [01:56<34:26,  2.56it/s]
epoch 1 loss 0.075:   6%|▌         | 339/5632 [01:56<34:26,  2.56it/s]  
epoch 1 loss 0.075:   6%|▌         | 340/5632 [01:56<32:17,  2.73it/s]
epoch 1 loss 0.07501:   6%|▌         | 340/5632 [01:56<32:17,  2.73it/s]
epoch 1 loss 0.07501:   6%|▌         | 341/5632 [01:56<30:52,  2.86it/s]
epoch 1 loss 0.0748:   6%|▌         | 341/5632 [01:56<30:52,  2.86it/s] 
epoch 1 loss 0.0748:   6%|▌         | 342/5632 [01:56<29:51,  2.95it/s]
epoch 1 loss 0.0746:   6%|▌         | 342/5632 [01:57<29:51,  2.95it/s]
epoch 1 loss 0.0746:   6%|▌         | 343/5632 [01:57<29:12,  3.02it/s]
epoch 1 loss 0.07439:   6%|▌         | 343/5632 [01:57<29:12,  3.02it/s]
epoch 1 loss 0.07439:   6%|▌         | 344/5632 [01:57<28:59,  3.04it/s]
epoch 1 loss 0.07439:   6%|▌         | 344/5632 [01:57<28:59,  3.04it/s]
epoch 1 loss 0.07439:   6%|▌         | 345/5632 [01:57<28:43,  3.07it/s]
epoch 1 loss 0.07418:   6%|▌         | 345/5632 [01:58<28:43,  3.07it/s]
epoch 1 loss 0.07418:   6%|▌         | 346/5632 [01:58<28:31,  3.09it/s]
epoch 1 loss 0.07397:   6%|▌         | 346/5632 [01:58<28:31,  3.09it/s]
epoch 1 loss 0.07397:   6%|▌         | 347/5632 [01:58<28:09,  3.13it/s]
epoch 1 loss 0.07376:   6%|▌         | 347/5632 [01:58<28:09,  3.13it/s]
epoch 1 loss 0.07376:   6%|▌         | 348/5632 [01:58<27:55,  3.15it/s]
epoch 1 loss 0.07358:   6%|▌         | 348/5632 [01:59<27:55,  3.15it/s]
epoch 1 loss 0.07358:   6%|▌         | 349/5632 [01:59<27:36,  3.19it/s]
epoch 1 loss 0.07339:   6%|▌         | 349/5632 [01:59<27:36,  3.19it/s]
epoch 1 loss 0.07339:   6%|▌         | 350/5632 [01:59<27:29,  3.20it/s]
epoch 1 loss 0.0732:   6%|▌         | 350/5632 [01:59<27:29,  3.20it/s] 
epoch 1 loss 0.0732:   6%|▌         | 351/5632 [01:59<27:28,  3.20it/s]
epoch 1 loss 0.07363:   6%|▌         | 351/5632 [02:00<27:28,  3.20it/s]
epoch 1 loss 0.07363:   6%|▋         | 352/5632 [02:00<27:25,  3.21it/s]
epoch 1 loss 0.07343:   6%|▋         | 352/5632 [02:00<27:25,  3.21it/s]
epoch 1 loss 0.07343:   6%|▋         | 353/5632 [02:00<27:48,  3.16it/s]
epoch 1 loss 0.07323:   6%|▋         | 353/5632 [02:00<27:48,  3.16it/s]
epoch 1 loss 0.07323:   6%|▋         | 354/5632 [02:00<27:46,  3.17it/s]
epoch 1 loss 0.07303:   6%|▋         | 354/5632 [02:01<27:46,  3.17it/s]
epoch 1 loss 0.07303:   6%|▋         | 355/5632 [02:01<27:40,  3.18it/s]
epoch 1 loss 0.07291:   6%|▋         | 355/5632 [02:01<27:40,  3.18it/s]
epoch 1 loss 0.07291:   6%|▋         | 356/5632 [02:01<27:51,  3.16it/s]
epoch 1 loss 0.0731:   6%|▋         | 356/5632 [02:01<27:51,  3.16it/s] 
epoch 1 loss 0.0731:   6%|▋         | 357/5632 [02:01<27:39,  3.18it/s]
epoch 1 loss 0.07291:   6%|▋         | 357/5632 [02:02<27:39,  3.18it/s]
epoch 1 loss 0.07291:   6%|▋         | 358/5632 [02:02<27:31,  3.19it/s]
epoch 1 loss 0.07271:   6%|▋         | 358/5632 [02:02<27:31,  3.19it/s]
epoch 1 loss 0.07271:   6%|▋         | 359/5632 [02:02<27:26,  3.20it/s]
epoch 1 loss 0.07254:   6%|▋         | 359/5632 [02:02<27:26,  3.20it/s]
epoch 1 loss 0.07254:   6%|▋         | 360/5632 [02:02<27:21,  3.21it/s]
epoch 1 loss 0.07237:   6%|▋         | 360/5632 [02:02<27:21,  3.21it/s]
epoch 1 loss 0.07237:   6%|▋         | 361/5632 [02:02<27:20,  3.21it/s]
epoch 1 loss 0.07219:   6%|▋         | 361/5632 [02:03<27:20,  3.21it/s]
epoch 1 loss 0.07219:   6%|▋         | 362/5632 [02:03<27:17,  3.22it/s]
epoch 1 loss 0.0725:   6%|▋         | 362/5632 [02:03<27:17,  3.22it/s] 
epoch 1 loss 0.0725:   6%|▋         | 363/5632 [02:03<27:17,  3.22it/s]
epoch 1 loss 0.07231:   6%|▋         | 363/5632 [02:03<27:17,  3.22it/s]
epoch 1 loss 0.07231:   6%|▋         | 364/5632 [02:03<27:14,  3.22it/s]
epoch 1 loss 0.07211:   6%|▋         | 364/5632 [02:04<27:14,  3.22it/s]
epoch 1 loss 0.07211:   6%|▋         | 365/5632 [02:04<27:04,  3.24it/s]
epoch 1 loss 0.07192:   6%|▋         | 365/5632 [02:04<27:04,  3.24it/s]
epoch 1 loss 0.07192:   6%|▋         | 366/5632 [02:04<27:07,  3.24it/s]
epoch 1 loss 0.07172:   6%|▋         | 366/5632 [02:04<27:07,  3.24it/s]
epoch 1 loss 0.07172:   7%|▋         | 367/5632 [02:04<27:10,  3.23it/s]
epoch 1 loss 0.07159:   7%|▋         | 367/5632 [02:05<27:10,  3.23it/s]
epoch 1 loss 0.07159:   7%|▋         | 368/5632 [02:05<27:14,  3.22it/s]
epoch 1 loss 0.07141:   7%|▋         | 368/5632 [02:05<27:14,  3.22it/s]
epoch 1 loss 0.07141:   7%|▋         | 369/5632 [02:05<27:15,  3.22it/s]
epoch 1 loss 0.07356:   7%|▋         | 369/5632 [02:05<27:15,  3.22it/s]
epoch 1 loss 0.07356:   7%|▋         | 370/5632 [02:05<27:14,  3.22it/s]
epoch 1 loss 0.07336:   7%|▋         | 370/5632 [02:06<27:14,  3.22it/s]
epoch 1 loss 0.07336:   7%|▋         | 371/5632 [02:06<27:12,  3.22it/s]
epoch 1 loss 0.07317:   7%|▋         | 371/5632 [02:06<27:12,  3.22it/s]
epoch 1 loss 0.07317:   7%|▋         | 372/5632 [02:06<27:13,  3.22it/s]
epoch 1 loss 0.07298:   7%|▋         | 372/5632 [02:06<27:13,  3.22it/s]
epoch 1 loss 0.07298:   7%|▋         | 373/5632 [02:06<27:15,  3.22it/s]
epoch 1 loss 0.07287:   7%|▋         | 373/5632 [02:06<27:15,  3.22it/s]
epoch 1 loss 0.07287:   7%|▋         | 374/5632 [02:06<27:15,  3.22it/s]
epoch 1 loss 0.0727:   7%|▋         | 374/5632 [02:07<27:15,  3.22it/s] 
epoch 1 loss 0.0727:   7%|▋         | 375/5632 [02:07<27:16,  3.21it/s]
epoch 1 loss 0.07253:   7%|▋         | 375/5632 [02:07<27:16,  3.21it/s]
epoch 1 loss 0.07253:   7%|▋         | 376/5632 [02:07<27:14,  3.22it/s]
epoch 1 loss 0.07236:   7%|▋         | 376/5632 [02:07<27:14,  3.22it/s]
epoch 1 loss 0.07236:   7%|▋         | 377/5632 [02:07<27:13,  3.22it/s]
epoch 1 loss 0.07222:   7%|▋         | 377/5632 [02:08<27:13,  3.22it/s]
epoch 1 loss 0.07222:   7%|▋         | 378/5632 [02:08<27:07,  3.23it/s]
epoch 1 loss 0.07203:   7%|▋         | 378/5632 [02:08<27:07,  3.23it/s]
epoch 1 loss 0.07203:   7%|▋         | 379/5632 [02:08<27:13,  3.22it/s]
epoch 1 loss 0.07194:   7%|▋         | 379/5632 [02:08<27:13,  3.22it/s]
epoch 1 loss 0.07194:   7%|▋         | 380/5632 [02:08<27:48,  3.15it/s]
epoch 1 loss 0.07176:   7%|▋         | 380/5632 [02:10<27:48,  3.15it/s]
epoch 1 loss 0.07176:   7%|▋         | 381/5632 [02:10<54:31,  1.61it/s]
epoch 1 loss 0.07222:   7%|▋         | 381/5632 [02:10<54:31,  1.61it/s]
epoch 1 loss 0.07222:   7%|▋         | 382/5632 [02:10<46:17,  1.89it/s]
epoch 1 loss 0.07203:   7%|▋         | 382/5632 [02:10<46:17,  1.89it/s]
epoch 1 loss 0.07203:   7%|▋         | 383/5632 [02:10<40:32,  2.16it/s]
epoch 1 loss 0.07186:   7%|▋         | 383/5632 [02:11<40:32,  2.16it/s]
epoch 1 loss 0.07186:   7%|▋         | 384/5632 [02:11<36:32,  2.39it/s]
epoch 1 loss 0.07169:   7%|▋         | 384/5632 [02:11<36:32,  2.39it/s]
epoch 1 loss 0.07169:   7%|▋         | 385/5632 [02:11<33:43,  2.59it/s]
epoch 1 loss 0.07152:   7%|▋         | 385/5632 [02:11<33:43,  2.59it/s]
epoch 1 loss 0.07152:   7%|▋         | 386/5632 [02:11<31:45,  2.75it/s]
epoch 1 loss 0.07134:   7%|▋         | 386/5632 [02:12<31:45,  2.75it/s]
epoch 1 loss 0.07134:   7%|▋         | 387/5632 [02:12<30:21,  2.88it/s]
epoch 1 loss 0.07117:   7%|▋         | 387/5632 [02:12<30:21,  2.88it/s]
epoch 1 loss 0.07117:   7%|▋         | 388/5632 [02:12<29:23,  2.97it/s]
epoch 1 loss 0.07152:   7%|▋         | 388/5632 [02:12<29:23,  2.97it/s]
epoch 1 loss 0.07152:   7%|▋         | 389/5632 [02:12<28:42,  3.04it/s]
epoch 1 loss 0.07205:   7%|▋         | 389/5632 [02:12<28:42,  3.04it/s]
epoch 1 loss 0.07205:   7%|▋         | 390/5632 [02:12<28:12,  3.10it/s]
epoch 1 loss 0.07187:   7%|▋         | 390/5632 [02:13<28:12,  3.10it/s]
epoch 1 loss 0.07187:   7%|▋         | 391/5632 [02:13<27:53,  3.13it/s]
epoch 1 loss 0.07169:   7%|▋         | 391/5632 [02:13<27:53,  3.13it/s]
epoch 1 loss 0.07169:   7%|▋         | 392/5632 [02:13<27:35,  3.16it/s]
epoch 1 loss 0.07151:   7%|▋         | 392/5632 [02:13<27:35,  3.16it/s]
epoch 1 loss 0.07151:   7%|▋         | 393/5632 [02:13<27:26,  3.18it/s]
epoch 1 loss 0.07134:   7%|▋         | 393/5632 [02:14<27:26,  3.18it/s]
epoch 1 loss 0.07134:   7%|▋         | 394/5632 [02:14<27:18,  3.20it/s]
epoch 1 loss 0.07116:   7%|▋         | 394/5632 [02:14<27:18,  3.20it/s]
epoch 1 loss 0.07116:   7%|▋         | 395/5632 [02:14<27:14,  3.20it/s]
epoch 1 loss 0.07099:   7%|▋         | 395/5632 [02:14<27:14,  3.20it/s]
epoch 1 loss 0.07099:   7%|▋         | 396/5632 [02:14<27:11,  3.21it/s]
epoch 1 loss 0.07116:   7%|▋         | 396/5632 [02:15<27:11,  3.21it/s]
epoch 1 loss 0.07116:   7%|▋         | 397/5632 [02:15<27:08,  3.21it/s]
epoch 1 loss 0.07099:   7%|▋         | 397/5632 [02:15<27:08,  3.21it/s]
epoch 1 loss 0.07099:   7%|▋         | 398/5632 [02:15<27:07,  3.22it/s]
epoch 1 loss 0.07081:   7%|▋         | 398/5632 [02:15<27:07,  3.22it/s]
epoch 1 loss 0.07081:   7%|▋         | 399/5632 [02:15<27:10,  3.21it/s]
epoch 1 loss 0.07064:   7%|▋         | 399/5632 [02:16<27:10,  3.21it/s]
epoch 1 loss 0.07064:   7%|▋         | 400/5632 [02:16<27:08,  3.21it/s]
epoch 1 loss 0.07047:   7%|▋         | 400/5632 [02:16<27:08,  3.21it/s]
epoch 1 loss 0.07047:   7%|▋         | 401/5632 [02:16<27:11,  3.21it/s]
epoch 1 loss 0.07031:   7%|▋         | 401/5632 [02:16<27:11,  3.21it/s]
epoch 1 loss 0.07031:   7%|▋         | 402/5632 [02:16<27:11,  3.21it/s]
epoch 1 loss 0.07032:   7%|▋         | 402/5632 [02:17<27:11,  3.21it/s]
epoch 1 loss 0.07032:   7%|▋         | 403/5632 [02:17<27:26,  3.18it/s]
epoch 1 loss 0.07053:   7%|▋         | 403/5632 [02:17<27:26,  3.18it/s]
epoch 1 loss 0.07053:   7%|▋         | 404/5632 [02:17<27:43,  3.14it/s]
epoch 1 loss 0.07036:   7%|▋         | 404/5632 [02:17<27:43,  3.14it/s]
epoch 1 loss 0.07036:   7%|▋         | 405/5632 [02:17<27:44,  3.14it/s]
epoch 1 loss 0.0709:   7%|▋         | 405/5632 [02:17<27:44,  3.14it/s] 
epoch 1 loss 0.0709:   7%|▋         | 406/5632 [02:18<27:29,  3.17it/s]
epoch 1 loss 0.07073:   7%|▋         | 406/5632 [02:18<27:29,  3.17it/s]
epoch 1 loss 0.07073:   7%|▋         | 407/5632 [02:18<27:23,  3.18it/s]
epoch 1 loss 0.07056:   7%|▋         | 407/5632 [02:18<27:23,  3.18it/s]
epoch 1 loss 0.07056:   7%|▋         | 408/5632 [02:18<27:21,  3.18it/s]
epoch 1 loss 0.07039:   7%|▋         | 408/5632 [02:18<27:21,  3.18it/s]
epoch 1 loss 0.07039:   7%|▋         | 409/5632 [02:18<27:24,  3.18it/s]
epoch 1 loss 0.07022:   7%|▋         | 409/5632 [02:19<27:24,  3.18it/s]
epoch 1 loss 0.07022:   7%|▋         | 410/5632 [02:19<27:19,  3.18it/s]
epoch 1 loss 0.07094:   7%|▋         | 410/5632 [02:19<27:19,  3.18it/s]
epoch 1 loss 0.07094:   7%|▋         | 411/5632 [02:19<27:17,  3.19it/s]
epoch 1 loss 0.07077:   7%|▋         | 411/5632 [02:19<27:17,  3.19it/s]
epoch 1 loss 0.07077:   7%|▋         | 412/5632 [02:19<27:11,  3.20it/s]
epoch 1 loss 0.07122:   7%|▋         | 412/5632 [02:20<27:11,  3.20it/s]
epoch 1 loss 0.07122:   7%|▋         | 413/5632 [02:20<27:07,  3.21it/s]
epoch 1 loss 0.07107:   7%|▋         | 413/5632 [02:20<27:07,  3.21it/s]
epoch 1 loss 0.07107:   7%|▋         | 414/5632 [02:20<27:06,  3.21it/s]
epoch 1 loss 0.07259:   7%|▋         | 414/5632 [02:20<27:06,  3.21it/s]
epoch 1 loss 0.07259:   7%|▋         | 415/5632 [02:20<27:05,  3.21it/s]
epoch 1 loss 0.07399:   7%|▋         | 415/5632 [02:21<27:05,  3.21it/s]
epoch 1 loss 0.07399:   7%|▋         | 416/5632 [02:21<27:00,  3.22it/s]
epoch 1 loss 0.07382:   7%|▋         | 416/5632 [02:21<27:00,  3.22it/s]
epoch 1 loss 0.07382:   7%|▋         | 417/5632 [02:21<26:59,  3.22it/s]
epoch 1 loss 0.07372:   7%|▋         | 417/5632 [02:21<26:59,  3.22it/s]
epoch 1 loss 0.07372:   7%|▋         | 418/5632 [02:21<26:56,  3.23it/s]
epoch 1 loss 0.07355:   7%|▋         | 418/5632 [02:22<26:56,  3.23it/s]
epoch 1 loss 0.07355:   7%|▋         | 419/5632 [02:22<26:57,  3.22it/s]
epoch 1 loss 0.07339:   7%|▋         | 419/5632 [02:22<26:57,  3.22it/s]
epoch 1 loss 0.07339:   7%|▋         | 420/5632 [02:22<26:56,  3.22it/s]
epoch 1 loss 0.07323:   7%|▋         | 420/5632 [02:22<26:56,  3.22it/s]
epoch 1 loss 0.07323:   7%|▋         | 421/5632 [02:22<26:55,  3.22it/s]
epoch 1 loss 0.07306:   7%|▋         | 421/5632 [02:22<26:55,  3.22it/s]
epoch 1 loss 0.07306:   7%|▋         | 422/5632 [02:22<26:55,  3.23it/s]
epoch 1 loss 0.0729:   7%|▋         | 422/5632 [02:23<26:55,  3.23it/s] 
epoch 1 loss 0.0729:   8%|▊         | 423/5632 [02:23<26:55,  3.22it/s]
epoch 1 loss 0.07274:   8%|▊         | 423/5632 [02:23<26:55,  3.22it/s]
epoch 1 loss 0.07274:   8%|▊         | 424/5632 [02:23<27:02,  3.21it/s]
epoch 1 loss 0.07258:   8%|▊         | 424/5632 [02:23<27:02,  3.21it/s]
epoch 1 loss 0.07258:   8%|▊         | 425/5632 [02:23<27:23,  3.17it/s]
epoch 1 loss 0.07241:   8%|▊         | 425/5632 [02:24<27:23,  3.17it/s]
epoch 1 loss 0.07241:   8%|▊         | 426/5632 [02:24<27:18,  3.18it/s]
epoch 1 loss 0.07226:   8%|▊         | 426/5632 [02:24<27:18,  3.18it/s]
epoch 1 loss 0.07226:   8%|▊         | 427/5632 [02:24<27:27,  3.16it/s]
epoch 1 loss 0.0721:   8%|▊         | 427/5632 [02:25<27:27,  3.16it/s] 
epoch 1 loss 0.0721:   8%|▊         | 428/5632 [02:26<56:45,  1.53it/s]
epoch 1 loss 0.07195:   8%|▊         | 428/5632 [02:26<56:45,  1.53it/s]
epoch 1 loss 0.07195:   8%|▊         | 429/5632 [02:26<48:00,  1.81it/s]
epoch 1 loss 0.07179:   8%|▊         | 429/5632 [02:26<48:00,  1.81it/s]
epoch 1 loss 0.07179:   8%|▊         | 430/5632 [02:26<41:52,  2.07it/s]
epoch 1 loss 0.07164:   8%|▊         | 430/5632 [02:26<41:52,  2.07it/s]
epoch 1 loss 0.07164:   8%|▊         | 431/5632 [02:26<37:22,  2.32it/s]
epoch 1 loss 0.07149:   8%|▊         | 431/5632 [02:27<37:22,  2.32it/s]
epoch 1 loss 0.07149:   8%|▊         | 432/5632 [02:27<34:12,  2.53it/s]
epoch 1 loss 0.07133:   8%|▊         | 432/5632 [02:27<34:12,  2.53it/s]
epoch 1 loss 0.07133:   8%|▊         | 433/5632 [02:27<32:02,  2.70it/s]
epoch 1 loss 0.07117:   8%|▊         | 433/5632 [02:27<32:02,  2.70it/s]
epoch 1 loss 0.07117:   8%|▊         | 434/5632 [02:27<30:27,  2.84it/s]
epoch 1 loss 0.07102:   8%|▊         | 434/5632 [02:28<30:27,  2.84it/s]
epoch 1 loss 0.07102:   8%|▊         | 435/5632 [02:28<29:33,  2.93it/s]
epoch 1 loss 0.07095:   8%|▊         | 435/5632 [02:28<29:33,  2.93it/s]
epoch 1 loss 0.07095:   8%|▊         | 436/5632 [02:28<28:53,  3.00it/s]
epoch 1 loss 0.07079:   8%|▊         | 436/5632 [02:28<28:53,  3.00it/s]
epoch 1 loss 0.07079:   8%|▊         | 437/5632 [02:28<28:21,  3.05it/s]
epoch 1 loss 0.07087:   8%|▊         | 437/5632 [02:29<28:21,  3.05it/s]
epoch 1 loss 0.07087:   8%|▊         | 438/5632 [02:29<27:53,  3.10it/s]
epoch 1 loss 0.07071:   8%|▊         | 438/5632 [02:29<27:53,  3.10it/s]
epoch 1 loss 0.07071:   8%|▊         | 439/5632 [02:29<27:39,  3.13it/s]
epoch 1 loss 0.07096:   8%|▊         | 439/5632 [02:29<27:39,  3.13it/s]
epoch 1 loss 0.07096:   8%|▊         | 440/5632 [02:29<27:28,  3.15it/s]
epoch 1 loss 0.07089:   8%|▊         | 440/5632 [02:30<27:28,  3.15it/s]
epoch 1 loss 0.07089:   8%|▊         | 441/5632 [02:30<28:04,  3.08it/s]
epoch 1 loss 0.07274:   8%|▊         | 441/5632 [02:30<28:04,  3.08it/s]
epoch 1 loss 0.07274:   8%|▊         | 442/5632 [02:30<27:40,  3.13it/s]
epoch 1 loss 0.0726:   8%|▊         | 442/5632 [02:30<27:40,  3.13it/s] 
epoch 1 loss 0.0726:   8%|▊         | 443/5632 [02:30<27:37,  3.13it/s]
epoch 1 loss 0.07246:   8%|▊         | 443/5632 [02:31<27:37,  3.13it/s]
epoch 1 loss 0.07246:   8%|▊         | 444/5632 [02:31<27:30,  3.14it/s]
epoch 1 loss 0.0723:   8%|▊         | 444/5632 [02:31<27:30,  3.14it/s] 
epoch 1 loss 0.0723:   8%|▊         | 445/5632 [02:31<27:24,  3.16it/s]
epoch 1 loss 0.07215:   8%|▊         | 445/5632 [02:31<27:24,  3.16it/s]
epoch 1 loss 0.07215:   8%|▊         | 446/5632 [02:31<27:16,  3.17it/s]
epoch 1 loss 0.07199:   8%|▊         | 446/5632 [02:31<27:16,  3.17it/s]
epoch 1 loss 0.07199:   8%|▊         | 447/5632 [02:32<27:37,  3.13it/s]
epoch 1 loss 0.07185:   8%|▊         | 447/5632 [02:32<27:37,  3.13it/s]
epoch 1 loss 0.07185:   8%|▊         | 448/5632 [02:32<27:33,  3.14it/s]
epoch 1 loss 0.07171:   8%|▊         | 448/5632 [02:32<27:33,  3.14it/s]
epoch 1 loss 0.07171:   8%|▊         | 449/5632 [02:32<27:17,  3.17it/s]
epoch 1 loss 0.07195:   8%|▊         | 449/5632 [02:32<27:17,  3.17it/s]
epoch 1 loss 0.07195:   8%|▊         | 450/5632 [02:32<27:16,  3.17it/s]
epoch 1 loss 0.0718:   8%|▊         | 450/5632 [02:33<27:16,  3.17it/s] 
epoch 1 loss 0.0718:   8%|▊         | 451/5632 [02:33<27:08,  3.18it/s]
epoch 1 loss 0.07166:   8%|▊         | 451/5632 [02:33<27:08,  3.18it/s]
epoch 1 loss 0.07166:   8%|▊         | 452/5632 [02:33<26:58,  3.20it/s]
epoch 1 loss 0.07153:   8%|▊         | 452/5632 [02:33<26:58,  3.20it/s]
epoch 1 loss 0.07153:   8%|▊         | 453/5632 [02:33<26:55,  3.21it/s]
epoch 1 loss 0.07163:   8%|▊         | 453/5632 [02:34<26:55,  3.21it/s]
epoch 1 loss 0.07163:   8%|▊         | 454/5632 [02:34<26:52,  3.21it/s]
epoch 1 loss 0.07149:   8%|▊         | 454/5632 [02:34<26:52,  3.21it/s]
epoch 1 loss 0.07149:   8%|▊         | 455/5632 [02:34<26:52,  3.21it/s]
epoch 1 loss 0.07137:   8%|▊         | 455/5632 [02:34<26:52,  3.21it/s]
epoch 1 loss 0.07137:   8%|▊         | 456/5632 [02:34<26:51,  3.21it/s]
epoch 1 loss 0.07151:   8%|▊         | 456/5632 [02:35<26:51,  3.21it/s]
epoch 1 loss 0.07151:   8%|▊         | 457/5632 [02:35<26:49,  3.21it/s]
epoch 1 loss 0.07137:   8%|▊         | 457/5632 [02:35<26:49,  3.21it/s]
epoch 1 loss 0.07137:   8%|▊         | 458/5632 [02:35<26:49,  3.22it/s]
epoch 1 loss 0.0713:   8%|▊         | 458/5632 [02:35<26:49,  3.22it/s] 
epoch 1 loss 0.0713:   8%|▊         | 459/5632 [02:35<26:48,  3.22it/s]
epoch 1 loss 0.07115:   8%|▊         | 459/5632 [02:36<26:48,  3.22it/s]
epoch 1 loss 0.07115:   8%|▊         | 460/5632 [02:36<26:50,  3.21it/s]
epoch 1 loss 0.07101:   8%|▊         | 460/5632 [02:36<26:50,  3.21it/s]
epoch 1 loss 0.07101:   8%|▊         | 461/5632 [02:36<26:50,  3.21it/s]
epoch 1 loss 0.07087:   8%|▊         | 461/5632 [02:36<26:50,  3.21it/s]
epoch 1 loss 0.07087:   8%|▊         | 462/5632 [02:36<26:49,  3.21it/s]
epoch 1 loss 0.07116:   8%|▊         | 462/5632 [02:36<26:49,  3.21it/s]
epoch 1 loss 0.07116:   8%|▊         | 463/5632 [02:36<26:48,  3.21it/s]
epoch 1 loss 0.07101:   8%|▊         | 463/5632 [02:37<26:48,  3.21it/s]
epoch 1 loss 0.07101:   8%|▊         | 464/5632 [02:37<26:47,  3.21it/s]
epoch 1 loss 0.07105:   8%|▊         | 464/5632 [02:37<26:47,  3.21it/s]
epoch 1 loss 0.07105:   8%|▊         | 465/5632 [02:37<26:46,  3.22it/s]
epoch 1 loss 0.07092:   8%|▊         | 465/5632 [02:37<26:46,  3.22it/s]
epoch 1 loss 0.07092:   8%|▊         | 466/5632 [02:37<26:45,  3.22it/s]
epoch 1 loss 0.07078:   8%|▊         | 466/5632 [02:38<26:45,  3.22it/s]
epoch 1 loss 0.07078:   8%|▊         | 467/5632 [02:38<26:44,  3.22it/s]
epoch 1 loss 0.07064:   8%|▊         | 467/5632 [02:38<26:44,  3.22it/s]
epoch 1 loss 0.07064:   8%|▊         | 468/5632 [02:38<26:43,  3.22it/s]
epoch 1 loss 0.07049:   8%|▊         | 468/5632 [02:38<26:43,  3.22it/s]
epoch 1 loss 0.07049:   8%|▊         | 469/5632 [02:38<26:45,  3.22it/s]
epoch 1 loss 0.07049:   8%|▊         | 469/5632 [02:39<26:45,  3.22it/s]
epoch 1 loss 0.07049:   8%|▊         | 470/5632 [02:39<26:44,  3.22it/s]
epoch 1 loss 0.07035:   8%|▊         | 470/5632 [02:39<26:44,  3.22it/s]
epoch 1 loss 0.07035:   8%|▊         | 471/5632 [02:39<26:45,  3.21it/s]
epoch 1 loss 0.071:   8%|▊         | 471/5632 [02:39<26:45,  3.21it/s]  
epoch 1 loss 0.071:   8%|▊         | 472/5632 [02:39<26:44,  3.22it/s]
epoch 1 loss 0.07093:   8%|▊         | 472/5632 [02:40<26:44,  3.22it/s]
epoch 1 loss 0.07093:   8%|▊         | 473/5632 [02:40<26:43,  3.22it/s]
epoch 1 loss 0.07078:   8%|▊         | 473/5632 [02:40<26:43,  3.22it/s]
epoch 1 loss 0.07078:   8%|▊         | 474/5632 [02:40<26:40,  3.22it/s]
epoch 1 loss 0.07064:   8%|▊         | 474/5632 [02:42<26:40,  3.22it/s]
epoch 1 loss 0.07064:   8%|▊         | 475/5632 [02:42<1:02:11,  1.38it/s]
epoch 1 loss 0.0705:   8%|▊         | 475/5632 [02:42<1:02:11,  1.38it/s] 
epoch 1 loss 0.0705:   8%|▊         | 476/5632 [02:42<51:34,  1.67it/s]  
epoch 1 loss 0.07036:   8%|▊         | 476/5632 [02:42<51:34,  1.67it/s]
epoch 1 loss 0.07036:   8%|▊         | 477/5632 [02:42<44:11,  1.94it/s]
epoch 1 loss 0.07133:   8%|▊         | 477/5632 [02:43<44:11,  1.94it/s]
epoch 1 loss 0.07133:   8%|▊         | 478/5632 [02:43<38:57,  2.21it/s]
epoch 1 loss 0.07119:   8%|▊         | 478/5632 [02:43<38:57,  2.21it/s]
epoch 1 loss 0.07119:   9%|▊         | 479/5632 [02:43<35:17,  2.43it/s]
epoch 1 loss 0.07104:   9%|▊         | 479/5632 [02:43<35:17,  2.43it/s]
epoch 1 loss 0.07104:   9%|▊         | 480/5632 [02:43<32:41,  2.63it/s]
epoch 1 loss 0.0709:   9%|▊         | 480/5632 [02:43<32:41,  2.63it/s] 
epoch 1 loss 0.0709:   9%|▊         | 481/5632 [02:43<30:55,  2.78it/s]
epoch 1 loss 0.07077:   9%|▊         | 481/5632 [02:44<30:55,  2.78it/s]
epoch 1 loss 0.07077:   9%|▊         | 482/5632 [02:44<29:39,  2.89it/s]
epoch 1 loss 0.07071:   9%|▊         | 482/5632 [02:44<29:39,  2.89it/s]
epoch 1 loss 0.07071:   9%|▊         | 483/5632 [02:44<28:53,  2.97it/s]
epoch 1 loss 0.07056:   9%|▊         | 483/5632 [02:44<28:53,  2.97it/s]
epoch 1 loss 0.07056:   9%|▊         | 484/5632 [02:44<28:14,  3.04it/s]
epoch 1 loss 0.07042:   9%|▊         | 484/5632 [02:45<28:14,  3.04it/s]
epoch 1 loss 0.07042:   9%|▊         | 485/5632 [02:45<27:49,  3.08it/s]
epoch 1 loss 0.07028:   9%|▊         | 485/5632 [02:45<27:49,  3.08it/s]
epoch 1 loss 0.07028:   9%|▊         | 486/5632 [02:45<27:29,  3.12it/s]
epoch 1 loss 0.07014:   9%|▊         | 486/5632 [02:45<27:29,  3.12it/s]
epoch 1 loss 0.07014:   9%|▊         | 487/5632 [02:45<27:16,  3.14it/s]
epoch 1 loss 0.07:   9%|▊         | 487/5632 [02:46<27:16,  3.14it/s]   
epoch 1 loss 0.07:   9%|▊         | 488/5632 [02:46<27:06,  3.16it/s]
epoch 1 loss 0.06986:   9%|▊         | 488/5632 [02:46<27:06,  3.16it/s]
epoch 1 loss 0.06986:   9%|▊         | 489/5632 [02:46<27:00,  3.17it/s]
epoch 1 loss 0.06972:   9%|▊         | 489/5632 [02:46<27:00,  3.17it/s]
epoch 1 loss 0.06972:   9%|▊         | 490/5632 [02:46<26:52,  3.19it/s]
epoch 1 loss 0.06959:   9%|▊         | 490/5632 [02:47<26:52,  3.19it/s]
epoch 1 loss 0.06959:   9%|▊         | 491/5632 [02:47<26:51,  3.19it/s]
epoch 1 loss 0.06971:   9%|▊         | 491/5632 [02:47<26:51,  3.19it/s]
epoch 1 loss 0.06971:   9%|▊         | 492/5632 [02:47<26:46,  3.20it/s]
epoch 1 loss 0.06957:   9%|▊         | 492/5632 [02:47<26:46,  3.20it/s]
epoch 1 loss 0.06957:   9%|▉         | 493/5632 [02:47<26:43,  3.20it/s]
epoch 1 loss 0.06944:   9%|▉         | 493/5632 [02:48<26:43,  3.20it/s]
epoch 1 loss 0.06944:   9%|▉         | 494/5632 [02:48<26:44,  3.20it/s]
epoch 1 loss 0.0693:   9%|▉         | 494/5632 [02:48<26:44,  3.20it/s] 
epoch 1 loss 0.0693:   9%|▉         | 495/5632 [02:48<26:41,  3.21it/s]
epoch 1 loss 0.06917:   9%|▉         | 495/5632 [02:48<26:41,  3.21it/s]
epoch 1 loss 0.06917:   9%|▉         | 496/5632 [02:48<26:42,  3.21it/s]
epoch 1 loss 0.06904:   9%|▉         | 496/5632 [02:48<26:42,  3.21it/s]
epoch 1 loss 0.06904:   9%|▉         | 497/5632 [02:48<26:44,  3.20it/s]
epoch 1 loss 0.0689:   9%|▉         | 497/5632 [02:49<26:44,  3.20it/s] 
epoch 1 loss 0.0689:   9%|▉         | 498/5632 [02:49<26:40,  3.21it/s]
epoch 1 loss 0.06877:   9%|▉         | 498/5632 [02:49<26:40,  3.21it/s]
epoch 1 loss 0.06877:   9%|▉         | 499/5632 [02:49<26:39,  3.21it/s]
epoch 1 loss 0.06863:   9%|▉         | 499/5632 [02:49<26:39,  3.21it/s]
epoch 1 loss 0.06863:   9%|▉         | 500/5632 [02:49<26:38,  3.21it/s]
epoch 1 loss 0.06862:   9%|▉         | 500/5632 [02:50<26:38,  3.21it/s]
epoch 1 loss 0.06862:   9%|▉         | 501/5632 [02:50<26:35,  3.22it/s]
epoch 1 loss 0.06848:   9%|▉         | 501/5632 [02:50<26:35,  3.22it/s]
epoch 1 loss 0.06848:   9%|▉         | 502/5632 [02:50<26:32,  3.22it/s]
epoch 1 loss 0.06836:   9%|▉         | 502/5632 [02:50<26:32,  3.22it/s]
epoch 1 loss 0.06836:   9%|▉         | 503/5632 [02:50<26:37,  3.21it/s]
epoch 1 loss 0.06823:   9%|▉         | 503/5632 [02:51<26:37,  3.21it/s]
epoch 1 loss 0.06823:   9%|▉         | 504/5632 [02:51<26:35,  3.21it/s]
epoch 1 loss 0.06809:   9%|▉         | 504/5632 [02:51<26:35,  3.21it/s]
epoch 1 loss 0.06809:   9%|▉         | 505/5632 [02:51<26:51,  3.18it/s]
epoch 1 loss 0.06796:   9%|▉         | 505/5632 [02:51<26:51,  3.18it/s]
epoch 1 loss 0.06796:   9%|▉         | 506/5632 [02:51<26:38,  3.21it/s]
epoch 1 loss 0.06783:   9%|▉         | 506/5632 [02:52<26:38,  3.21it/s]
epoch 1 loss 0.06783:   9%|▉         | 507/5632 [02:52<26:33,  3.22it/s]
epoch 1 loss 0.06805:   9%|▉         | 507/5632 [02:52<26:33,  3.22it/s]
epoch 1 loss 0.06805:   9%|▉         | 508/5632 [02:52<26:33,  3.22it/s]
epoch 1 loss 0.06803:   9%|▉         | 508/5632 [02:52<26:33,  3.22it/s]
epoch 1 loss 0.06803:   9%|▉         | 509/5632 [02:52<26:36,  3.21it/s]
epoch 1 loss 0.06846:   9%|▉         | 509/5632 [02:52<26:36,  3.21it/s]
epoch 1 loss 0.06846:   9%|▉         | 510/5632 [02:53<26:41,  3.20it/s]
epoch 1 loss 0.06833:   9%|▉         | 510/5632 [02:53<26:41,  3.20it/s]
epoch 1 loss 0.06833:   9%|▉         | 511/5632 [02:53<26:41,  3.20it/s]
epoch 1 loss 0.0682:   9%|▉         | 511/5632 [02:53<26:41,  3.20it/s] 
epoch 1 loss 0.0682:   9%|▉         | 512/5632 [02:53<26:38,  3.20it/s]
epoch 1 loss 0.06807:   9%|▉         | 512/5632 [02:53<26:38,  3.20it/s]
epoch 1 loss 0.06807:   9%|▉         | 513/5632 [02:53<26:38,  3.20it/s]
epoch 1 loss 0.06794:   9%|▉         | 513/5632 [02:54<26:38,  3.20it/s]
epoch 1 loss 0.06794:   9%|▉         | 514/5632 [02:54<26:35,  3.21it/s]
epoch 1 loss 0.06791:   9%|▉         | 514/5632 [02:54<26:35,  3.21it/s]
epoch 1 loss 0.06791:   9%|▉         | 515/5632 [02:54<26:31,  3.22it/s]
epoch 1 loss 0.06779:   9%|▉         | 515/5632 [02:54<26:31,  3.22it/s]
epoch 1 loss 0.06779:   9%|▉         | 516/5632 [02:54<26:29,  3.22it/s]
epoch 1 loss 0.06808:   9%|▉         | 516/5632 [02:55<26:29,  3.22it/s]
epoch 1 loss 0.06808:   9%|▉         | 517/5632 [02:55<26:26,  3.22it/s]
epoch 1 loss 0.06795:   9%|▉         | 517/5632 [02:55<26:26,  3.22it/s]
epoch 1 loss 0.06795:   9%|▉         | 518/5632 [02:55<26:26,  3.22it/s]
epoch 1 loss 0.06782:   9%|▉         | 518/5632 [02:55<26:26,  3.22it/s]
epoch 1 loss 0.06782:   9%|▉         | 519/5632 [02:55<26:27,  3.22it/s]
epoch 1 loss 0.06769:   9%|▉         | 519/5632 [02:56<26:27,  3.22it/s]
epoch 1 loss 0.06769:   9%|▉         | 520/5632 [02:56<26:27,  3.22it/s]
epoch 1 loss 0.06758:   9%|▉         | 520/5632 [02:56<26:27,  3.22it/s]
epoch 1 loss 0.06758:   9%|▉         | 521/5632 [02:56<26:26,  3.22it/s]
epoch 1 loss 0.06745:   9%|▉         | 521/5632 [02:57<26:26,  3.22it/s]
epoch 1 loss 0.06745:   9%|▉         | 522/5632 [02:57<51:57,  1.64it/s]
epoch 1 loss 0.06733:   9%|▉         | 522/5632 [02:58<51:57,  1.64it/s]
epoch 1 loss 0.06733:   9%|▉         | 523/5632 [02:58<44:17,  1.92it/s]
epoch 1 loss 0.06721:   9%|▉         | 523/5632 [02:58<44:17,  1.92it/s]
epoch 1 loss 0.06721:   9%|▉         | 524/5632 [02:58<38:55,  2.19it/s]
epoch 1 loss 0.06709:   9%|▉         | 524/5632 [02:58<38:55,  2.19it/s]
epoch 1 loss 0.06709:   9%|▉         | 525/5632 [02:58<35:09,  2.42it/s]
epoch 1 loss 0.0678:   9%|▉         | 525/5632 [02:58<35:09,  2.42it/s] 
epoch 1 loss 0.0678:   9%|▉         | 526/5632 [02:58<32:32,  2.62it/s]
epoch 1 loss 0.06767:   9%|▉         | 526/5632 [02:59<32:32,  2.62it/s]
epoch 1 loss 0.06767:   9%|▉         | 527/5632 [02:59<30:40,  2.77it/s]
epoch 1 loss 0.06755:   9%|▉         | 527/5632 [02:59<30:40,  2.77it/s]
epoch 1 loss 0.06755:   9%|▉         | 528/5632 [02:59<29:21,  2.90it/s]
epoch 1 loss 0.06752:   9%|▉         | 528/5632 [02:59<29:21,  2.90it/s]
epoch 1 loss 0.06752:   9%|▉         | 529/5632 [02:59<28:28,  2.99it/s]
epoch 1 loss 0.06739:   9%|▉         | 529/5632 [03:00<28:28,  2.99it/s]
epoch 1 loss 0.06739:   9%|▉         | 530/5632 [03:00<27:50,  3.05it/s]
epoch 1 loss 0.06728:   9%|▉         | 530/5632 [03:00<27:50,  3.05it/s]
epoch 1 loss 0.06728:   9%|▉         | 531/5632 [03:00<27:23,  3.10it/s]
epoch 1 loss 0.06716:   9%|▉         | 531/5632 [03:00<27:23,  3.10it/s]
epoch 1 loss 0.06716:   9%|▉         | 532/5632 [03:00<27:04,  3.14it/s]
epoch 1 loss 0.06704:   9%|▉         | 532/5632 [03:01<27:04,  3.14it/s]
epoch 1 loss 0.06704:   9%|▉         | 533/5632 [03:01<26:52,  3.16it/s]
epoch 1 loss 0.06753:   9%|▉         | 533/5632 [03:01<26:52,  3.16it/s]
epoch 1 loss 0.06753:   9%|▉         | 534/5632 [03:01<26:42,  3.18it/s]
epoch 1 loss 0.06741:   9%|▉         | 534/5632 [03:01<26:42,  3.18it/s]
epoch 1 loss 0.06741:   9%|▉         | 535/5632 [03:01<26:34,  3.20it/s]
epoch 1 loss 0.06728:   9%|▉         | 535/5632 [03:02<26:34,  3.20it/s]
epoch 1 loss 0.06728:  10%|▉         | 536/5632 [03:02<26:31,  3.20it/s]
epoch 1 loss 0.06716:  10%|▉         | 536/5632 [03:02<26:31,  3.20it/s]
epoch 1 loss 0.06716:  10%|▉         | 537/5632 [03:02<26:27,  3.21it/s]
epoch 1 loss 0.06704:  10%|▉         | 537/5632 [03:02<26:27,  3.21it/s]
epoch 1 loss 0.06704:  10%|▉         | 538/5632 [03:02<26:25,  3.21it/s]
epoch 1 loss 0.06692:  10%|▉         | 538/5632 [03:02<26:25,  3.21it/s]
epoch 1 loss 0.06692:  10%|▉         | 539/5632 [03:03<26:24,  3.21it/s]
epoch 1 loss 0.0668:  10%|▉         | 539/5632 [03:03<26:24,  3.21it/s] 
epoch 1 loss 0.0668:  10%|▉         | 540/5632 [03:03<26:23,  3.22it/s]
epoch 1 loss 0.06669:  10%|▉         | 540/5632 [03:03<26:23,  3.22it/s]
epoch 1 loss 0.06669:  10%|▉         | 541/5632 [03:03<26:24,  3.21it/s]
epoch 1 loss 0.06657:  10%|▉         | 541/5632 [03:03<26:24,  3.21it/s]
epoch 1 loss 0.06657:  10%|▉         | 542/5632 [03:03<26:23,  3.21it/s]
epoch 1 loss 0.06645:  10%|▉         | 542/5632 [03:04<26:23,  3.21it/s]
epoch 1 loss 0.06645:  10%|▉         | 543/5632 [03:04<26:21,  3.22it/s]
epoch 1 loss 0.06633:  10%|▉         | 543/5632 [03:04<26:21,  3.22it/s]
epoch 1 loss 0.06633:  10%|▉         | 544/5632 [03:04<26:19,  3.22it/s]
epoch 1 loss 0.06622:  10%|▉         | 544/5632 [03:04<26:19,  3.22it/s]
epoch 1 loss 0.06622:  10%|▉         | 545/5632 [03:04<26:19,  3.22it/s]
epoch 1 loss 0.0661:  10%|▉         | 545/5632 [03:05<26:19,  3.22it/s] 
epoch 1 loss 0.0661:  10%|▉         | 546/5632 [03:05<26:18,  3.22it/s]
epoch 1 loss 0.06599:  10%|▉         | 546/5632 [03:05<26:18,  3.22it/s]
epoch 1 loss 0.06599:  10%|▉         | 547/5632 [03:05<26:18,  3.22it/s]
epoch 1 loss 0.06589:  10%|▉         | 547/5632 [03:05<26:18,  3.22it/s]
epoch 1 loss 0.06589:  10%|▉         | 548/5632 [03:05<26:16,  3.22it/s]
epoch 1 loss 0.06577:  10%|▉         | 548/5632 [03:06<26:16,  3.22it/s]
epoch 1 loss 0.06577:  10%|▉         | 549/5632 [03:06<26:17,  3.22it/s]
epoch 1 loss 0.06566:  10%|▉         | 549/5632 [03:06<26:17,  3.22it/s]
epoch 1 loss 0.06566:  10%|▉         | 550/5632 [03:06<26:18,  3.22it/s]
epoch 1 loss 0.06554:  10%|▉         | 550/5632 [03:06<26:18,  3.22it/s]
epoch 1 loss 0.06554:  10%|▉         | 551/5632 [03:06<26:17,  3.22it/s]
epoch 1 loss 0.0659:  10%|▉         | 551/5632 [03:07<26:17,  3.22it/s] 
epoch 1 loss 0.0659:  10%|▉         | 552/5632 [03:07<26:18,  3.22it/s]
epoch 1 loss 0.06614:  10%|▉         | 552/5632 [03:07<26:18,  3.22it/s]
epoch 1 loss 0.06614:  10%|▉         | 553/5632 [03:07<26:16,  3.22it/s]
epoch 1 loss 0.06608:  10%|▉         | 553/5632 [03:07<26:16,  3.22it/s]
epoch 1 loss 0.06608:  10%|▉         | 554/5632 [03:07<26:16,  3.22it/s]
epoch 1 loss 0.06632:  10%|▉         | 554/5632 [03:07<26:16,  3.22it/s]
epoch 1 loss 0.06632:  10%|▉         | 555/5632 [03:07<26:18,  3.22it/s]
epoch 1 loss 0.0662:  10%|▉         | 555/5632 [03:08<26:18,  3.22it/s] 
epoch 1 loss 0.0662:  10%|▉         | 556/5632 [03:08<26:12,  3.23it/s]
epoch 1 loss 0.06609:  10%|▉         | 556/5632 [03:08<26:12,  3.23it/s]
epoch 1 loss 0.06609:  10%|▉         | 557/5632 [03:08<26:11,  3.23it/s]
epoch 1 loss 0.06598:  10%|▉         | 557/5632 [03:08<26:11,  3.23it/s]
epoch 1 loss 0.06598:  10%|▉         | 558/5632 [03:08<26:48,  3.15it/s]
epoch 1 loss 0.06586:  10%|▉         | 558/5632 [03:09<26:48,  3.15it/s]
epoch 1 loss 0.06586:  10%|▉         | 559/5632 [03:09<26:39,  3.17it/s]
epoch 1 loss 0.06575:  10%|▉         | 559/5632 [03:09<26:39,  3.17it/s]
epoch 1 loss 0.06575:  10%|▉         | 560/5632 [03:09<26:32,  3.18it/s]
epoch 1 loss 0.06563:  10%|▉         | 560/5632 [03:09<26:32,  3.18it/s]
epoch 1 loss 0.06563:  10%|▉         | 561/5632 [03:09<26:25,  3.20it/s]
epoch 1 loss 0.06552:  10%|▉         | 561/5632 [03:10<26:25,  3.20it/s]
epoch 1 loss 0.06552:  10%|▉         | 562/5632 [03:10<26:21,  3.21it/s]
epoch 1 loss 0.0654:  10%|▉         | 562/5632 [03:10<26:21,  3.21it/s] 
epoch 1 loss 0.0654:  10%|▉         | 563/5632 [03:10<26:17,  3.21it/s]
epoch 1 loss 0.06585:  10%|▉         | 563/5632 [03:10<26:17,  3.21it/s]
epoch 1 loss 0.06585:  10%|█         | 564/5632 [03:10<26:15,  3.22it/s]
epoch 1 loss 0.06577:  10%|█         | 564/5632 [03:11<26:15,  3.22it/s]
epoch 1 loss 0.06577:  10%|█         | 565/5632 [03:11<26:14,  3.22it/s]
epoch 1 loss 0.06567:  10%|█         | 565/5632 [03:11<26:14,  3.22it/s]
epoch 1 loss 0.06567:  10%|█         | 566/5632 [03:11<26:12,  3.22it/s]
epoch 1 loss 0.06584:  10%|█         | 566/5632 [03:11<26:12,  3.22it/s]
epoch 1 loss 0.06584:  10%|█         | 567/5632 [03:11<26:12,  3.22it/s]
epoch 1 loss 0.06573:  10%|█         | 567/5632 [03:12<26:12,  3.22it/s]
epoch 1 loss 0.06573:  10%|█         | 568/5632 [03:12<26:11,  3.22it/s]
epoch 1 loss 0.06595:  10%|█         | 568/5632 [03:13<26:11,  3.22it/s]
epoch 1 loss 0.06595:  10%|█         | 569/5632 [03:13<52:30,  1.61it/s]
epoch 1 loss 0.06583:  10%|█         | 569/5632 [03:13<52:30,  1.61it/s]
epoch 1 loss 0.06583:  10%|█         | 570/5632 [03:13<44:35,  1.89it/s]
epoch 1 loss 0.06575:  10%|█         | 570/5632 [03:13<44:35,  1.89it/s]
epoch 1 loss 0.06575:  10%|█         | 571/5632 [03:14<39:02,  2.16it/s]
epoch 1 loss 0.06564:  10%|█         | 571/5632 [03:14<39:02,  2.16it/s]
epoch 1 loss 0.06564:  10%|█         | 572/5632 [03:14<35:08,  2.40it/s]
epoch 1 loss 0.06556:  10%|█         | 572/5632 [03:14<35:08,  2.40it/s]
epoch 1 loss 0.06556:  10%|█         | 573/5632 [03:14<32:26,  2.60it/s]
epoch 1 loss 0.06546:  10%|█         | 573/5632 [03:14<32:26,  2.60it/s]
epoch 1 loss 0.06546:  10%|█         | 574/5632 [03:14<30:33,  2.76it/s]
epoch 1 loss 0.06539:  10%|█         | 574/5632 [03:15<30:33,  2.76it/s]
epoch 1 loss 0.06539:  10%|█         | 575/5632 [03:15<29:14,  2.88it/s]
epoch 1 loss 0.06528:  10%|█         | 575/5632 [03:15<29:14,  2.88it/s]
epoch 1 loss 0.06528:  10%|█         | 576/5632 [03:15<28:19,  2.98it/s]
epoch 1 loss 0.06601:  10%|█         | 576/5632 [03:15<28:19,  2.98it/s]
epoch 1 loss 0.06601:  10%|█         | 577/5632 [03:15<27:40,  3.04it/s]
epoch 1 loss 0.0659:  10%|█         | 577/5632 [03:16<27:40,  3.04it/s] 
epoch 1 loss 0.0659:  10%|█         | 578/5632 [03:16<27:12,  3.10it/s]
epoch 1 loss 0.06578:  10%|█         | 578/5632 [03:16<27:12,  3.10it/s]
epoch 1 loss 0.06578:  10%|█         | 579/5632 [03:16<26:52,  3.13it/s]
epoch 1 loss 0.06568:  10%|█         | 579/5632 [03:16<26:52,  3.13it/s]
epoch 1 loss 0.06568:  10%|█         | 580/5632 [03:16<26:38,  3.16it/s]
epoch 1 loss 0.06557:  10%|█         | 580/5632 [03:17<26:38,  3.16it/s]
epoch 1 loss 0.06557:  10%|█         | 581/5632 [03:17<26:26,  3.18it/s]
epoch 1 loss 0.06546:  10%|█         | 581/5632 [03:17<26:26,  3.18it/s]
epoch 1 loss 0.06546:  10%|█         | 582/5632 [03:17<26:21,  3.19it/s]
epoch 1 loss 0.06535:  10%|█         | 582/5632 [03:17<26:21,  3.19it/s]
epoch 1 loss 0.06535:  10%|█         | 583/5632 [03:17<26:15,  3.20it/s]
epoch 1 loss 0.06524:  10%|█         | 583/5632 [03:18<26:15,  3.20it/s]
epoch 1 loss 0.06524:  10%|█         | 584/5632 [03:18<26:12,  3.21it/s]
epoch 1 loss 0.06579:  10%|█         | 584/5632 [03:18<26:12,  3.21it/s]
epoch 1 loss 0.06579:  10%|█         | 585/5632 [03:18<26:10,  3.21it/s]
epoch 1 loss 0.0657:  10%|█         | 585/5632 [03:18<26:10,  3.21it/s] 
epoch 1 loss 0.0657:  10%|█         | 586/5632 [03:18<26:08,  3.22it/s]
epoch 1 loss 0.06598:  10%|█         | 586/5632 [03:18<26:08,  3.22it/s]
epoch 1 loss 0.06598:  10%|█         | 587/5632 [03:18<26:07,  3.22it/s]
epoch 1 loss 0.06588:  10%|█         | 587/5632 [03:19<26:07,  3.22it/s]
epoch 1 loss 0.06588:  10%|█         | 588/5632 [03:19<26:06,  3.22it/s]
epoch 1 loss 0.06584:  10%|█         | 588/5632 [03:19<26:06,  3.22it/s]
epoch 1 loss 0.06584:  10%|█         | 589/5632 [03:19<26:09,  3.21it/s]
epoch 1 loss 0.06573:  10%|█         | 589/5632 [03:19<26:09,  3.21it/s]
epoch 1 loss 0.06573:  10%|█         | 590/5632 [03:19<26:06,  3.22it/s]
epoch 1 loss 0.06564:  10%|█         | 590/5632 [03:20<26:06,  3.22it/s]
epoch 1 loss 0.06564:  10%|█         | 591/5632 [03:20<26:06,  3.22it/s]
epoch 1 loss 0.06553:  10%|█         | 591/5632 [03:20<26:06,  3.22it/s]
epoch 1 loss 0.06553:  11%|█         | 592/5632 [03:20<26:04,  3.22it/s]
epoch 1 loss 0.06542:  11%|█         | 592/5632 [03:20<26:04,  3.22it/s]
epoch 1 loss 0.06542:  11%|█         | 593/5632 [03:20<26:03,  3.22it/s]
epoch 1 loss 0.06533:  11%|█         | 593/5632 [03:21<26:03,  3.22it/s]
epoch 1 loss 0.06533:  11%|█         | 594/5632 [03:21<25:57,  3.24it/s]
epoch 1 loss 0.06523:  11%|█         | 594/5632 [03:21<25:57,  3.24it/s]
epoch 1 loss 0.06523:  11%|█         | 595/5632 [03:21<25:54,  3.24it/s]
epoch 1 loss 0.06513:  11%|█         | 595/5632 [03:21<25:54,  3.24it/s]
epoch 1 loss 0.06513:  11%|█         | 596/5632 [03:21<25:58,  3.23it/s]
epoch 1 loss 0.06503:  11%|█         | 596/5632 [03:22<25:58,  3.23it/s]
epoch 1 loss 0.06503:  11%|█         | 597/5632 [03:22<25:59,  3.23it/s]
epoch 1 loss 0.06602:  11%|█         | 597/5632 [03:22<25:59,  3.23it/s]
epoch 1 loss 0.06602:  11%|█         | 598/5632 [03:22<26:01,  3.22it/s]
epoch 1 loss 0.06591:  11%|█         | 598/5632 [03:22<26:01,  3.22it/s]
epoch 1 loss 0.06591:  11%|█         | 599/5632 [03:22<25:59,  3.23it/s]
epoch 1 loss 0.0658:  11%|█         | 599/5632 [03:22<25:59,  3.23it/s] 
epoch 1 loss 0.0658:  11%|█         | 600/5632 [03:22<26:04,  3.22it/s]
epoch 1 loss 0.06638:  11%|█         | 600/5632 [03:23<26:04,  3.22it/s]
epoch 1 loss 0.06638:  11%|█         | 601/5632 [03:23<26:02,  3.22it/s]
epoch 1 loss 0.06627:  11%|█         | 601/5632 [03:23<26:02,  3.22it/s]
epoch 1 loss 0.06627:  11%|█         | 602/5632 [03:23<26:01,  3.22it/s]
epoch 1 loss 0.06616:  11%|█         | 602/5632 [03:23<26:01,  3.22it/s]
epoch 1 loss 0.06616:  11%|█         | 603/5632 [03:23<26:03,  3.22it/s]
epoch 1 loss 0.06606:  11%|█         | 603/5632 [03:24<26:03,  3.22it/s]
epoch 1 loss 0.06606:  11%|█         | 604/5632 [03:24<26:03,  3.22it/s]
epoch 1 loss 0.06596:  11%|█         | 604/5632 [03:24<26:03,  3.22it/s]
epoch 1 loss 0.06596:  11%|█         | 605/5632 [03:24<26:24,  3.17it/s]
epoch 1 loss 0.06605:  11%|█         | 605/5632 [03:24<26:24,  3.17it/s]
epoch 1 loss 0.06605:  11%|█         | 606/5632 [03:24<26:21,  3.18it/s]
epoch 1 loss 0.06595:  11%|█         | 606/5632 [03:25<26:21,  3.18it/s]
epoch 1 loss 0.06595:  11%|█         | 607/5632 [03:25<26:18,  3.18it/s]
epoch 1 loss 0.06584:  11%|█         | 607/5632 [03:25<26:18,  3.18it/s]
epoch 1 loss 0.06584:  11%|█         | 608/5632 [03:25<26:16,  3.19it/s]
epoch 1 loss 0.06575:  11%|█         | 608/5632 [03:25<26:16,  3.19it/s]
epoch 1 loss 0.06575:  11%|█         | 609/5632 [03:25<26:12,  3.19it/s]
epoch 1 loss 0.06564:  11%|█         | 609/5632 [03:26<26:12,  3.19it/s]
epoch 1 loss 0.06564:  11%|█         | 610/5632 [03:26<26:08,  3.20it/s]
epoch 1 loss 0.06554:  11%|█         | 610/5632 [03:26<26:08,  3.20it/s]
epoch 1 loss 0.06554:  11%|█         | 611/5632 [03:26<26:07,  3.20it/s]
epoch 1 loss 0.06544:  11%|█         | 611/5632 [03:26<26:07,  3.20it/s]
epoch 1 loss 0.06544:  11%|█         | 612/5632 [03:26<26:05,  3.21it/s]
epoch 1 loss 0.06536:  11%|█         | 612/5632 [03:27<26:05,  3.21it/s]
epoch 1 loss 0.06536:  11%|█         | 613/5632 [03:27<26:02,  3.21it/s]
epoch 1 loss 0.0656:  11%|█         | 613/5632 [03:27<26:02,  3.21it/s] 
epoch 1 loss 0.0656:  11%|█         | 614/5632 [03:27<26:01,  3.21it/s]
epoch 1 loss 0.0655:  11%|█         | 614/5632 [03:27<26:01,  3.21it/s]
epoch 1 loss 0.0655:  11%|█         | 615/5632 [03:27<26:01,  3.21it/s]
epoch 1 loss 0.06576:  11%|█         | 615/5632 [03:29<26:01,  3.21it/s]
epoch 1 loss 0.06576:  11%|█         | 616/5632 [03:29<58:58,  1.42it/s]
epoch 1 loss 0.06567:  11%|█         | 616/5632 [03:29<58:58,  1.42it/s]
epoch 1 loss 0.06567:  11%|█         | 617/5632 [03:29<49:02,  1.70it/s]
epoch 1 loss 0.06557:  11%|█         | 617/5632 [03:29<49:02,  1.70it/s]
epoch 1 loss 0.06557:  11%|█         | 618/5632 [03:29<42:10,  1.98it/s]
epoch 1 loss 0.06547:  11%|█         | 618/5632 [03:30<42:10,  1.98it/s]
epoch 1 loss 0.06547:  11%|█         | 619/5632 [03:30<37:13,  2.24it/s]
epoch 1 loss 0.06537:  11%|█         | 619/5632 [03:30<37:13,  2.24it/s]
epoch 1 loss 0.06537:  11%|█         | 620/5632 [03:30<33:50,  2.47it/s]
epoch 1 loss 0.06527:  11%|█         | 620/5632 [03:30<33:50,  2.47it/s]
epoch 1 loss 0.06527:  11%|█         | 621/5632 [03:30<31:31,  2.65it/s]
epoch 1 loss 0.06523:  11%|█         | 621/5632 [03:31<31:31,  2.65it/s]
epoch 1 loss 0.06523:  11%|█         | 622/5632 [03:31<29:51,  2.80it/s]
epoch 1 loss 0.06536:  11%|█         | 622/5632 [03:31<29:51,  2.80it/s]
epoch 1 loss 0.06536:  11%|█         | 623/5632 [03:31<28:41,  2.91it/s]
epoch 1 loss 0.06534:  11%|█         | 623/5632 [03:31<28:41,  2.91it/s]
epoch 1 loss 0.06534:  11%|█         | 624/5632 [03:31<27:50,  3.00it/s]
epoch 1 loss 0.06524:  11%|█         | 624/5632 [03:32<27:50,  3.00it/s]
epoch 1 loss 0.06524:  11%|█         | 625/5632 [03:32<27:16,  3.06it/s]
epoch 1 loss 0.06514:  11%|█         | 625/5632 [03:32<27:16,  3.06it/s]
epoch 1 loss 0.06514:  11%|█         | 626/5632 [03:32<26:50,  3.11it/s]
epoch 1 loss 0.06504:  11%|█         | 626/5632 [03:32<26:50,  3.11it/s]
epoch 1 loss 0.06504:  11%|█         | 627/5632 [03:32<26:33,  3.14it/s]
epoch 1 loss 0.06494:  11%|█         | 627/5632 [03:33<26:33,  3.14it/s]
epoch 1 loss 0.06494:  11%|█         | 628/5632 [03:33<26:20,  3.17it/s]
epoch 1 loss 0.06485:  11%|█         | 628/5632 [03:33<26:20,  3.17it/s]
epoch 1 loss 0.06485:  11%|█         | 629/5632 [03:33<26:12,  3.18it/s]
epoch 1 loss 0.06478:  11%|█         | 629/5632 [03:33<26:12,  3.18it/s]
epoch 1 loss 0.06478:  11%|█         | 630/5632 [03:33<26:06,  3.19it/s]
epoch 1 loss 0.06468:  11%|█         | 630/5632 [03:33<26:06,  3.19it/s]
epoch 1 loss 0.06468:  11%|█         | 631/5632 [03:33<26:00,  3.20it/s]
epoch 1 loss 0.06458:  11%|█         | 631/5632 [03:34<26:00,  3.20it/s]
epoch 1 loss 0.06458:  11%|█         | 632/5632 [03:34<25:58,  3.21it/s]
epoch 1 loss 0.0646:  11%|█         | 632/5632 [03:34<25:58,  3.21it/s] 
epoch 1 loss 0.0646:  11%|█         | 633/5632 [03:34<25:55,  3.21it/s]
epoch 1 loss 0.06449:  11%|█         | 633/5632 [03:34<25:55,  3.21it/s]
epoch 1 loss 0.06449:  11%|█▏        | 634/5632 [03:34<25:53,  3.22it/s]
epoch 1 loss 0.0644:  11%|█▏        | 634/5632 [03:35<25:53,  3.22it/s] 
epoch 1 loss 0.0644:  11%|█▏        | 635/5632 [03:35<25:48,  3.23it/s]
epoch 1 loss 0.06454:  11%|█▏        | 635/5632 [03:35<25:48,  3.23it/s]
epoch 1 loss 0.06454:  11%|█▏        | 636/5632 [03:35<25:49,  3.22it/s]
epoch 1 loss 0.06444:  11%|█▏        | 636/5632 [03:35<25:49,  3.22it/s]
epoch 1 loss 0.06444:  11%|█▏        | 637/5632 [03:35<25:48,  3.23it/s]
epoch 1 loss 0.06434:  11%|█▏        | 637/5632 [03:36<25:48,  3.23it/s]
epoch 1 loss 0.06434:  11%|█▏        | 638/5632 [03:36<25:44,  3.23it/s]
epoch 1 loss 0.06451:  11%|█▏        | 638/5632 [03:36<25:44,  3.23it/s]
epoch 1 loss 0.06451:  11%|█▏        | 639/5632 [03:36<25:46,  3.23it/s]
epoch 1 loss 0.06441:  11%|█▏        | 639/5632 [03:36<25:46,  3.23it/s]
epoch 1 loss 0.06441:  11%|█▏        | 640/5632 [03:36<25:45,  3.23it/s]
epoch 1 loss 0.06495:  11%|█▏        | 640/5632 [03:37<25:45,  3.23it/s]
epoch 1 loss 0.06495:  11%|█▏        | 641/5632 [03:37<25:46,  3.23it/s]
epoch 1 loss 0.06485:  11%|█▏        | 641/5632 [03:37<25:46,  3.23it/s]
epoch 1 loss 0.06485:  11%|█▏        | 642/5632 [03:37<25:51,  3.22it/s]
epoch 1 loss 0.06565:  11%|█▏        | 642/5632 [03:37<25:51,  3.22it/s]
epoch 1 loss 0.06565:  11%|█▏        | 643/5632 [03:37<25:48,  3.22it/s]
epoch 1 loss 0.06627:  11%|█▏        | 643/5632 [03:37<25:48,  3.22it/s]
epoch 1 loss 0.06627:  11%|█▏        | 644/5632 [03:37<25:47,  3.22it/s]
epoch 1 loss 0.06693:  11%|█▏        | 644/5632 [03:38<25:47,  3.22it/s]
epoch 1 loss 0.06693:  11%|█▏        | 645/5632 [03:38<25:49,  3.22it/s]
epoch 1 loss 0.06692:  11%|█▏        | 645/5632 [03:38<25:49,  3.22it/s]
epoch 1 loss 0.06692:  11%|█▏        | 646/5632 [03:38<25:49,  3.22it/s]
epoch 1 loss 0.06682:  11%|█▏        | 646/5632 [03:38<25:49,  3.22it/s]
epoch 1 loss 0.06682:  11%|█▏        | 647/5632 [03:38<25:50,  3.21it/s]
epoch 1 loss 0.06704:  11%|█▏        | 647/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06704:  12%|█▏        | 648/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06694:  12%|█▏        | 648/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06694:  12%|█▏        | 649/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06695:  12%|█▏        | 649/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06695:  12%|█▏        | 650/5632 [03:39<25:50,  3.21it/s]
epoch 1 loss 0.06685:  12%|█▏        | 650/5632 [03:40<25:50,  3.21it/s]
epoch 1 loss 0.06685:  12%|█▏        | 651/5632 [03:40<25:48,  3.22it/s]
epoch 1 loss 0.0671:  12%|█▏        | 651/5632 [03:40<25:48,  3.22it/s] 
epoch 1 loss 0.0671:  12%|█▏        | 652/5632 [03:40<25:48,  3.22it/s]
epoch 1 loss 0.067:  12%|█▏        | 652/5632 [03:40<25:48,  3.22it/s] 
epoch 1 loss 0.067:  12%|█▏        | 653/5632 [03:40<25:47,  3.22it/s]
epoch 1 loss 0.0669:  12%|█▏        | 653/5632 [03:41<25:47,  3.22it/s]
epoch 1 loss 0.0669:  12%|█▏        | 654/5632 [03:41<25:49,  3.21it/s]
epoch 1 loss 0.0668:  12%|█▏        | 654/5632 [03:41<25:49,  3.21it/s]
epoch 1 loss 0.0668:  12%|█▏        | 655/5632 [03:41<25:47,  3.22it/s]
epoch 1 loss 0.06671:  12%|█▏        | 655/5632 [03:41<25:47,  3.22it/s]
epoch 1 loss 0.06671:  12%|█▏        | 656/5632 [03:41<25:46,  3.22it/s]
epoch 1 loss 0.06668:  12%|█▏        | 656/5632 [03:42<25:46,  3.22it/s]
epoch 1 loss 0.06668:  12%|█▏        | 657/5632 [03:42<25:43,  3.22it/s]
epoch 1 loss 0.06658:  12%|█▏        | 657/5632 [03:42<25:43,  3.22it/s]
epoch 1 loss 0.06658:  12%|█▏        | 658/5632 [03:42<25:43,  3.22it/s]
epoch 1 loss 0.06649:  12%|█▏        | 658/5632 [03:42<25:43,  3.22it/s]
epoch 1 loss 0.06649:  12%|█▏        | 659/5632 [03:42<25:45,  3.22it/s]
epoch 1 loss 0.06639:  12%|█▏        | 659/5632 [03:42<25:45,  3.22it/s]
epoch 1 loss 0.06639:  12%|█▏        | 660/5632 [03:42<25:43,  3.22it/s]
epoch 1 loss 0.06629:  12%|█▏        | 660/5632 [03:43<25:43,  3.22it/s]
epoch 1 loss 0.06629:  12%|█▏        | 661/5632 [03:43<25:41,  3.23it/s]
epoch 1 loss 0.06631:  12%|█▏        | 661/5632 [03:43<25:41,  3.23it/s]
epoch 1 loss 0.06631:  12%|█▏        | 662/5632 [03:43<25:42,  3.22it/s]
epoch 1 loss 0.06621:  12%|█▏        | 662/5632 [03:44<25:42,  3.22it/s]
epoch 1 loss 0.06621:  12%|█▏        | 663/5632 [03:44<51:14,  1.62it/s]
epoch 1 loss 0.06611:  12%|█▏        | 663/5632 [03:45<51:14,  1.62it/s]
epoch 1 loss 0.06611:  12%|█▏        | 664/5632 [03:45<43:42,  1.89it/s]
epoch 1 loss 0.06601:  12%|█▏        | 664/5632 [03:45<43:42,  1.89it/s]
epoch 1 loss 0.06601:  12%|█▏        | 665/5632 [03:45<38:19,  2.16it/s]
epoch 1 loss 0.06592:  12%|█▏        | 665/5632 [03:45<38:19,  2.16it/s]
epoch 1 loss 0.06592:  12%|█▏        | 666/5632 [03:45<34:41,  2.39it/s]
epoch 1 loss 0.06582:  12%|█▏        | 666/5632 [03:46<34:41,  2.39it/s]
epoch 1 loss 0.06582:  12%|█▏        | 667/5632 [03:46<32:08,  2.57it/s]
epoch 1 loss 0.06573:  12%|█▏        | 667/5632 [03:46<32:08,  2.57it/s]
epoch 1 loss 0.06573:  12%|█▏        | 668/5632 [03:46<30:12,  2.74it/s]
epoch 1 loss 0.06563:  12%|█▏        | 668/5632 [03:46<30:12,  2.74it/s]
epoch 1 loss 0.06563:  12%|█▏        | 669/5632 [03:46<28:50,  2.87it/s]
epoch 1 loss 0.06555:  12%|█▏        | 669/5632 [03:47<28:50,  2.87it/s]
epoch 1 loss 0.06555:  12%|█▏        | 670/5632 [03:47<27:55,  2.96it/s]
epoch 1 loss 0.06546:  12%|█▏        | 670/5632 [03:47<27:55,  2.96it/s]
epoch 1 loss 0.06546:  12%|█▏        | 671/5632 [03:47<27:42,  2.98it/s]
epoch 1 loss 0.06582:  12%|█▏        | 671/5632 [03:47<27:42,  2.98it/s]
epoch 1 loss 0.06582:  12%|█▏        | 672/5632 [03:47<27:10,  3.04it/s]
epoch 1 loss 0.06574:  12%|█▏        | 672/5632 [03:48<27:10,  3.04it/s]
epoch 1 loss 0.06574:  12%|█▏        | 673/5632 [03:48<26:39,  3.10it/s]
epoch 1 loss 0.06564:  12%|█▏        | 673/5632 [03:48<26:39,  3.10it/s]
epoch 1 loss 0.06564:  12%|█▏        | 674/5632 [03:48<26:24,  3.13it/s]
epoch 1 loss 0.06555:  12%|█▏        | 674/5632 [03:48<26:24,  3.13it/s]
epoch 1 loss 0.06555:  12%|█▏        | 675/5632 [03:48<26:12,  3.15it/s]
epoch 1 loss 0.06547:  12%|█▏        | 675/5632 [03:48<26:12,  3.15it/s]
epoch 1 loss 0.06547:  12%|█▏        | 676/5632 [03:49<25:59,  3.18it/s]
epoch 1 loss 0.06537:  12%|█▏        | 676/5632 [03:49<25:59,  3.18it/s]
epoch 1 loss 0.06537:  12%|█▏        | 677/5632 [03:49<25:54,  3.19it/s]
epoch 1 loss 0.06528:  12%|█▏        | 677/5632 [03:49<25:54,  3.19it/s]
epoch 1 loss 0.06528:  12%|█▏        | 678/5632 [03:49<25:48,  3.20it/s]
epoch 1 loss 0.06519:  12%|█▏        | 678/5632 [03:49<25:48,  3.20it/s]
epoch 1 loss 0.06519:  12%|█▏        | 679/5632 [03:49<25:48,  3.20it/s]
epoch 1 loss 0.06511:  12%|█▏        | 679/5632 [03:50<25:48,  3.20it/s]
epoch 1 loss 0.06511:  12%|█▏        | 680/5632 [03:50<25:45,  3.21it/s]
epoch 1 loss 0.06531:  12%|█▏        | 680/5632 [03:50<25:45,  3.21it/s]
epoch 1 loss 0.06531:  12%|█▏        | 681/5632 [03:50<25:40,  3.21it/s]
epoch 1 loss 0.06522:  12%|█▏        | 681/5632 [03:50<25:40,  3.21it/s]
epoch 1 loss 0.06522:  12%|█▏        | 682/5632 [03:50<25:39,  3.22it/s]
epoch 1 loss 0.06513:  12%|█▏        | 682/5632 [03:51<25:39,  3.22it/s]
epoch 1 loss 0.06513:  12%|█▏        | 683/5632 [03:51<25:37,  3.22it/s]
epoch 1 loss 0.06504:  12%|█▏        | 683/5632 [03:51<25:37,  3.22it/s]
epoch 1 loss 0.06504:  12%|█▏        | 684/5632 [03:51<25:35,  3.22it/s]
epoch 1 loss 0.06573:  12%|█▏        | 684/5632 [03:51<25:35,  3.22it/s]
epoch 1 loss 0.06573:  12%|█▏        | 685/5632 [03:51<25:34,  3.22it/s]
epoch 1 loss 0.06563:  12%|█▏        | 685/5632 [03:52<25:34,  3.22it/s]
epoch 1 loss 0.06563:  12%|█▏        | 686/5632 [03:52<25:37,  3.22it/s]
epoch 1 loss 0.06557:  12%|█▏        | 686/5632 [03:52<25:37,  3.22it/s]
epoch 1 loss 0.06557:  12%|█▏        | 687/5632 [03:52<25:38,  3.21it/s]
epoch 1 loss 0.06616:  12%|█▏        | 687/5632 [03:52<25:38,  3.21it/s]
epoch 1 loss 0.06616:  12%|█▏        | 688/5632 [03:52<25:38,  3.21it/s]
epoch 1 loss 0.06607:  12%|█▏        | 688/5632 [03:53<25:38,  3.21it/s]
epoch 1 loss 0.06607:  12%|█▏        | 689/5632 [03:53<25:36,  3.22it/s]
epoch 1 loss 0.06597:  12%|█▏        | 689/5632 [03:53<25:36,  3.22it/s]
epoch 1 loss 0.06597:  12%|█▏        | 690/5632 [03:53<25:37,  3.21it/s]
epoch 1 loss 0.06592:  12%|█▏        | 690/5632 [03:53<25:37,  3.21it/s]
epoch 1 loss 0.06592:  12%|█▏        | 691/5632 [03:53<25:30,  3.23it/s]
epoch 1 loss 0.06583:  12%|█▏        | 691/5632 [03:53<25:30,  3.23it/s]
epoch 1 loss 0.06583:  12%|█▏        | 692/5632 [03:53<25:26,  3.24it/s]
epoch 1 loss 0.06599:  12%|█▏        | 692/5632 [03:54<25:26,  3.24it/s]
epoch 1 loss 0.06599:  12%|█▏        | 693/5632 [03:54<25:28,  3.23it/s]
epoch 1 loss 0.0659:  12%|█▏        | 693/5632 [03:54<25:28,  3.23it/s] 
epoch 1 loss 0.0659:  12%|█▏        | 694/5632 [03:54<25:29,  3.23it/s]
epoch 1 loss 0.06581:  12%|█▏        | 694/5632 [03:54<25:29,  3.23it/s]
epoch 1 loss 0.06581:  12%|█▏        | 695/5632 [03:54<25:38,  3.21it/s]
epoch 1 loss 0.06572:  12%|█▏        | 695/5632 [03:55<25:38,  3.21it/s]
epoch 1 loss 0.06572:  12%|█▏        | 696/5632 [03:55<25:32,  3.22it/s]
epoch 1 loss 0.06563:  12%|█▏        | 696/5632 [03:55<25:32,  3.22it/s]
epoch 1 loss 0.06563:  12%|█▏        | 697/5632 [03:55<25:35,  3.21it/s]
epoch 1 loss 0.06554:  12%|█▏        | 697/5632 [03:55<25:35,  3.21it/s]
epoch 1 loss 0.06554:  12%|█▏        | 698/5632 [03:55<25:34,  3.22it/s]
epoch 1 loss 0.06544:  12%|█▏        | 698/5632 [03:56<25:34,  3.22it/s]
epoch 1 loss 0.06544:  12%|█▏        | 699/5632 [03:56<25:32,  3.22it/s]
epoch 1 loss 0.06592:  12%|█▏        | 699/5632 [03:56<25:32,  3.22it/s]
epoch 1 loss 0.06592:  12%|█▏        | 700/5632 [03:56<25:38,  3.21it/s]
epoch 1 loss 0.06582:  12%|█▏        | 700/5632 [03:56<25:38,  3.21it/s]
epoch 1 loss 0.06582:  12%|█▏        | 701/5632 [03:56<25:38,  3.21it/s]
epoch 1 loss 0.06575:  12%|█▏        | 701/5632 [03:57<25:38,  3.21it/s]
epoch 1 loss 0.06575:  12%|█▏        | 702/5632 [03:57<25:36,  3.21it/s]
epoch 1 loss 0.06566:  12%|█▏        | 702/5632 [03:57<25:36,  3.21it/s]
epoch 1 loss 0.06566:  12%|█▏        | 703/5632 [03:57<25:36,  3.21it/s]
epoch 1 loss 0.06557:  12%|█▏        | 703/5632 [03:57<25:36,  3.21it/s]
epoch 1 loss 0.06557:  12%|█▎        | 704/5632 [03:57<25:38,  3.20it/s]
epoch 1 loss 0.06547:  12%|█▎        | 704/5632 [03:58<25:38,  3.20it/s]
epoch 1 loss 0.06547:  13%|█▎        | 705/5632 [03:58<25:35,  3.21it/s]
epoch 1 loss 0.06538:  13%|█▎        | 705/5632 [03:58<25:35,  3.21it/s]
epoch 1 loss 0.06538:  13%|█▎        | 706/5632 [03:58<25:37,  3.20it/s]
epoch 1 loss 0.06529:  13%|█▎        | 706/5632 [03:58<25:37,  3.20it/s]
epoch 1 loss 0.06529:  13%|█▎        | 707/5632 [03:58<25:35,  3.21it/s]
epoch 1 loss 0.06523:  13%|█▎        | 707/5632 [03:58<25:35,  3.21it/s]
epoch 1 loss 0.06523:  13%|█▎        | 708/5632 [03:58<25:33,  3.21it/s]
epoch 1 loss 0.06514:  13%|█▎        | 708/5632 [03:59<25:33,  3.21it/s]
epoch 1 loss 0.06514:  13%|█▎        | 709/5632 [03:59<25:33,  3.21it/s]
epoch 1 loss 0.06507:  13%|█▎        | 709/5632 [04:00<25:33,  3.21it/s]
epoch 1 loss 0.06507:  13%|█▎        | 710/5632 [04:00<49:22,  1.66it/s]
epoch 1 loss 0.06502:  13%|█▎        | 710/5632 [04:00<49:22,  1.66it/s]
epoch 1 loss 0.06502:  13%|█▎        | 711/5632 [04:00<42:12,  1.94it/s]
epoch 1 loss 0.06493:  13%|█▎        | 711/5632 [04:01<42:12,  1.94it/s]
epoch 1 loss 0.06493:  13%|█▎        | 712/5632 [04:01<37:10,  2.21it/s]
epoch 1 loss 0.06484:  13%|█▎        | 712/5632 [04:01<37:10,  2.21it/s]
epoch 1 loss 0.06484:  13%|█▎        | 713/5632 [04:01<33:39,  2.44it/s]
epoch 1 loss 0.06476:  13%|█▎        | 713/5632 [04:01<33:39,  2.44it/s]
epoch 1 loss 0.06476:  13%|█▎        | 714/5632 [04:01<31:10,  2.63it/s]
epoch 1 loss 0.06468:  13%|█▎        | 714/5632 [04:02<31:10,  2.63it/s]
epoch 1 loss 0.06468:  13%|█▎        | 715/5632 [04:02<29:27,  2.78it/s]
epoch 1 loss 0.06459:  13%|█▎        | 715/5632 [04:02<29:27,  2.78it/s]
epoch 1 loss 0.06459:  13%|█▎        | 716/5632 [04:02<28:16,  2.90it/s]
epoch 1 loss 0.06479:  13%|█▎        | 716/5632 [04:02<28:16,  2.90it/s]
epoch 1 loss 0.06479:  13%|█▎        | 717/5632 [04:02<27:25,  2.99it/s]
epoch 1 loss 0.06471:  13%|█▎        | 717/5632 [04:03<27:25,  2.99it/s]
epoch 1 loss 0.06471:  13%|█▎        | 718/5632 [04:03<26:49,  3.05it/s]
epoch 1 loss 0.06462:  13%|█▎        | 718/5632 [04:03<26:49,  3.05it/s]
epoch 1 loss 0.06462:  13%|█▎        | 719/5632 [04:03<26:27,  3.09it/s]
epoch 1 loss 0.06453:  13%|█▎        | 719/5632 [04:03<26:27,  3.09it/s]
epoch 1 loss 0.06453:  13%|█▎        | 720/5632 [04:03<26:34,  3.08it/s]
epoch 1 loss 0.06444:  13%|█▎        | 720/5632 [04:03<26:34,  3.08it/s]
epoch 1 loss 0.06444:  13%|█▎        | 721/5632 [04:04<26:46,  3.06it/s]
epoch 1 loss 0.06475:  13%|█▎        | 721/5632 [04:04<26:46,  3.06it/s]
epoch 1 loss 0.06475:  13%|█▎        | 722/5632 [04:04<26:22,  3.10it/s]
epoch 1 loss 0.06467:  13%|█▎        | 722/5632 [04:04<26:22,  3.10it/s]
epoch 1 loss 0.06467:  13%|█▎        | 723/5632 [04:04<26:08,  3.13it/s]
epoch 1 loss 0.06458:  13%|█▎        | 723/5632 [04:04<26:08,  3.13it/s]
epoch 1 loss 0.06458:  13%|█▎        | 724/5632 [04:04<26:06,  3.13it/s]
epoch 1 loss 0.06449:  13%|█▎        | 724/5632 [04:05<26:06,  3.13it/s]
epoch 1 loss 0.06449:  13%|█▎        | 725/5632 [04:05<26:05,  3.14it/s]
epoch 1 loss 0.0644:  13%|█▎        | 725/5632 [04:05<26:05,  3.14it/s] 
epoch 1 loss 0.0644:  13%|█▎        | 726/5632 [04:05<26:25,  3.09it/s]
epoch 1 loss 0.06432:  13%|█▎        | 726/5632 [04:05<26:25,  3.09it/s]
epoch 1 loss 0.06432:  13%|█▎        | 727/5632 [04:05<26:03,  3.14it/s]
epoch 1 loss 0.06448:  13%|█▎        | 727/5632 [04:06<26:03,  3.14it/s]
epoch 1 loss 0.06448:  13%|█▎        | 728/5632 [04:06<25:50,  3.16it/s]
epoch 1 loss 0.06439:  13%|█▎        | 728/5632 [04:06<25:50,  3.16it/s]
epoch 1 loss 0.06439:  13%|█▎        | 729/5632 [04:06<25:41,  3.18it/s]
epoch 1 loss 0.06486:  13%|█▎        | 729/5632 [04:06<25:41,  3.18it/s]
epoch 1 loss 0.06486:  13%|█▎        | 730/5632 [04:06<25:34,  3.20it/s]
epoch 1 loss 0.06505:  13%|█▎        | 730/5632 [04:07<25:34,  3.20it/s]
epoch 1 loss 0.06505:  13%|█▎        | 731/5632 [04:07<25:32,  3.20it/s]
epoch 1 loss 0.06497:  13%|█▎        | 731/5632 [04:07<25:32,  3.20it/s]
epoch 1 loss 0.06497:  13%|█▎        | 732/5632 [04:07<25:28,  3.21it/s]
epoch 1 loss 0.06509:  13%|█▎        | 732/5632 [04:07<25:28,  3.21it/s]
epoch 1 loss 0.06509:  13%|█▎        | 733/5632 [04:07<25:24,  3.21it/s]
epoch 1 loss 0.06502:  13%|█▎        | 733/5632 [04:08<25:24,  3.21it/s]
epoch 1 loss 0.06502:  13%|█▎        | 734/5632 [04:08<25:21,  3.22it/s]
epoch 1 loss 0.06497:  13%|█▎        | 734/5632 [04:08<25:21,  3.22it/s]
epoch 1 loss 0.06497:  13%|█▎        | 735/5632 [04:08<25:25,  3.21it/s]
epoch 1 loss 0.06491:  13%|█▎        | 735/5632 [04:08<25:25,  3.21it/s]
epoch 1 loss 0.06491:  13%|█▎        | 736/5632 [04:08<25:32,  3.20it/s]
epoch 1 loss 0.065:  13%|█▎        | 736/5632 [04:09<25:32,  3.20it/s]  
epoch 1 loss 0.065:  13%|█▎        | 737/5632 [04:09<25:43,  3.17it/s]
epoch 1 loss 0.06494:  13%|█▎        | 737/5632 [04:09<25:43,  3.17it/s]
epoch 1 loss 0.06494:  13%|█▎        | 738/5632 [04:09<25:34,  3.19it/s]
epoch 1 loss 0.06551:  13%|█▎        | 738/5632 [04:09<25:34,  3.19it/s]
epoch 1 loss 0.06551:  13%|█▎        | 739/5632 [04:09<25:40,  3.18it/s]
epoch 1 loss 0.06544:  13%|█▎        | 739/5632 [04:09<25:40,  3.18it/s]
epoch 1 loss 0.06544:  13%|█▎        | 740/5632 [04:09<25:29,  3.20it/s]
epoch 1 loss 0.06535:  13%|█▎        | 740/5632 [04:10<25:29,  3.20it/s]
epoch 1 loss 0.06535:  13%|█▎        | 741/5632 [04:10<25:27,  3.20it/s]
epoch 1 loss 0.06529:  13%|█▎        | 741/5632 [04:10<25:27,  3.20it/s]
epoch 1 loss 0.06529:  13%|█▎        | 742/5632 [04:10<25:26,  3.20it/s]
epoch 1 loss 0.0652:  13%|█▎        | 742/5632 [04:10<25:26,  3.20it/s] 
epoch 1 loss 0.0652:  13%|█▎        | 743/5632 [04:10<25:24,  3.21it/s]
epoch 1 loss 0.06511:  13%|█▎        | 743/5632 [04:11<25:24,  3.21it/s]
epoch 1 loss 0.06511:  13%|█▎        | 744/5632 [04:11<25:23,  3.21it/s]
epoch 1 loss 0.06503:  13%|█▎        | 744/5632 [04:11<25:23,  3.21it/s]
epoch 1 loss 0.06503:  13%|█▎        | 745/5632 [04:11<25:20,  3.21it/s]
epoch 1 loss 0.06498:  13%|█▎        | 745/5632 [04:11<25:20,  3.21it/s]
epoch 1 loss 0.06498:  13%|█▎        | 746/5632 [04:11<25:19,  3.22it/s]
epoch 1 loss 0.0649:  13%|█▎        | 746/5632 [04:12<25:19,  3.22it/s] 
epoch 1 loss 0.0649:  13%|█▎        | 747/5632 [04:12<25:15,  3.22it/s]
epoch 1 loss 0.06482:  13%|█▎        | 747/5632 [04:12<25:15,  3.22it/s]
epoch 1 loss 0.06482:  13%|█▎        | 748/5632 [04:12<25:16,  3.22it/s]
epoch 1 loss 0.06473:  13%|█▎        | 748/5632 [04:12<25:16,  3.22it/s]
epoch 1 loss 0.06473:  13%|█▎        | 749/5632 [04:12<25:15,  3.22it/s]
epoch 1 loss 0.06466:  13%|█▎        | 749/5632 [04:13<25:15,  3.22it/s]
epoch 1 loss 0.06466:  13%|█▎        | 750/5632 [04:13<25:14,  3.22it/s]
epoch 1 loss 0.06458:  13%|█▎        | 750/5632 [04:13<25:14,  3.22it/s]
epoch 1 loss 0.06458:  13%|█▎        | 751/5632 [04:13<25:14,  3.22it/s]
epoch 1 loss 0.06451:  13%|█▎        | 751/5632 [04:13<25:14,  3.22it/s]
epoch 1 loss 0.06451:  13%|█▎        | 752/5632 [04:13<25:15,  3.22it/s]
epoch 1 loss 0.06445:  13%|█▎        | 752/5632 [04:13<25:15,  3.22it/s]
epoch 1 loss 0.06445:  13%|█▎        | 753/5632 [04:14<25:16,  3.22it/s]
epoch 1 loss 0.06437:  13%|█▎        | 753/5632 [04:14<25:16,  3.22it/s]
epoch 1 loss 0.06437:  13%|█▎        | 754/5632 [04:14<25:16,  3.22it/s]
epoch 1 loss 0.0643:  13%|█▎        | 754/5632 [04:14<25:16,  3.22it/s] 
epoch 1 loss 0.0643:  13%|█▎        | 755/5632 [04:14<25:13,  3.22it/s]
epoch 1 loss 0.06422:  13%|█▎        | 755/5632 [04:14<25:13,  3.22it/s]
epoch 1 loss 0.06422:  13%|█▎        | 756/5632 [04:14<25:16,  3.22it/s]
epoch 1 loss 0.06434:  13%|█▎        | 756/5632 [04:16<25:16,  3.22it/s]
epoch 1 loss 0.06434:  13%|█▎        | 757/5632 [04:16<56:40,  1.43it/s]
epoch 1 loss 0.06426:  13%|█▎        | 757/5632 [04:16<56:40,  1.43it/s]
epoch 1 loss 0.06426:  13%|█▎        | 758/5632 [04:16<47:13,  1.72it/s]
epoch 1 loss 0.06418:  13%|█▎        | 758/5632 [04:17<47:13,  1.72it/s]
epoch 1 loss 0.06418:  13%|█▎        | 759/5632 [04:17<40:43,  1.99it/s]
epoch 1 loss 0.0641:  13%|█▎        | 759/5632 [04:17<40:43,  1.99it/s] 
epoch 1 loss 0.0641:  13%|█▎        | 760/5632 [04:17<36:01,  2.25it/s]
epoch 1 loss 0.06425:  13%|█▎        | 760/5632 [04:17<36:01,  2.25it/s]
epoch 1 loss 0.06425:  14%|█▎        | 761/5632 [04:17<32:49,  2.47it/s]
epoch 1 loss 0.06417:  14%|█▎        | 761/5632 [04:18<32:49,  2.47it/s]
epoch 1 loss 0.06417:  14%|█▎        | 762/5632 [04:18<30:34,  2.65it/s]
epoch 1 loss 0.06409:  14%|█▎        | 762/5632 [04:18<30:34,  2.65it/s]
epoch 1 loss 0.06409:  14%|█▎        | 763/5632 [04:18<28:56,  2.80it/s]
epoch 1 loss 0.06401:  14%|█▎        | 763/5632 [04:18<28:56,  2.80it/s]
epoch 1 loss 0.06401:  14%|█▎        | 764/5632 [04:18<27:49,  2.92it/s]
epoch 1 loss 0.06395:  14%|█▎        | 764/5632 [04:19<27:49,  2.92it/s]
epoch 1 loss 0.06395:  14%|█▎        | 765/5632 [04:19<27:00,  3.00it/s]
epoch 1 loss 0.06391:  14%|█▎        | 765/5632 [04:19<27:00,  3.00it/s]
epoch 1 loss 0.06391:  14%|█▎        | 766/5632 [04:19<26:27,  3.07it/s]
epoch 1 loss 0.06383:  14%|█▎        | 766/5632 [04:19<26:27,  3.07it/s]
epoch 1 loss 0.06383:  14%|█▎        | 767/5632 [04:19<26:03,  3.11it/s]
epoch 1 loss 0.06375:  14%|█▎        | 767/5632 [04:19<26:03,  3.11it/s]
epoch 1 loss 0.06375:  14%|█▎        | 768/5632 [04:19<25:48,  3.14it/s]
epoch 1 loss 0.06366:  14%|█▎        | 768/5632 [04:20<25:48,  3.14it/s]
epoch 1 loss 0.06366:  14%|█▎        | 769/5632 [04:20<25:37,  3.16it/s]
epoch 1 loss 0.06385:  14%|█▎        | 769/5632 [04:20<25:37,  3.16it/s]
epoch 1 loss 0.06385:  14%|█▎        | 770/5632 [04:20<25:28,  3.18it/s]
epoch 1 loss 0.06419:  14%|█▎        | 770/5632 [04:20<25:28,  3.18it/s]
epoch 1 loss 0.06419:  14%|█▎        | 771/5632 [04:20<25:22,  3.19it/s]
epoch 1 loss 0.06412:  14%|█▎        | 771/5632 [04:21<25:22,  3.19it/s]
epoch 1 loss 0.06412:  14%|█▎        | 772/5632 [04:21<25:17,  3.20it/s]
epoch 1 loss 0.06404:  14%|█▎        | 772/5632 [04:21<25:17,  3.20it/s]
epoch 1 loss 0.06404:  14%|█▎        | 773/5632 [04:21<25:12,  3.21it/s]
epoch 1 loss 0.06407:  14%|█▎        | 773/5632 [04:21<25:12,  3.21it/s]
epoch 1 loss 0.06407:  14%|█▎        | 774/5632 [04:21<25:10,  3.22it/s]
epoch 1 loss 0.06447:  14%|█▎        | 774/5632 [04:22<25:10,  3.22it/s]
epoch 1 loss 0.06447:  14%|█▍        | 775/5632 [04:22<25:10,  3.22it/s]
epoch 1 loss 0.06439:  14%|█▍        | 775/5632 [04:22<25:10,  3.22it/s]
epoch 1 loss 0.06439:  14%|█▍        | 776/5632 [04:22<25:08,  3.22it/s]
epoch 1 loss 0.06435:  14%|█▍        | 776/5632 [04:22<25:08,  3.22it/s]
epoch 1 loss 0.06435:  14%|█▍        | 777/5632 [04:22<25:06,  3.22it/s]
epoch 1 loss 0.06429:  14%|█▍        | 777/5632 [04:23<25:06,  3.22it/s]
epoch 1 loss 0.06429:  14%|█▍        | 778/5632 [04:23<25:05,  3.22it/s]
epoch 1 loss 0.06422:  14%|█▍        | 778/5632 [04:23<25:05,  3.22it/s]
epoch 1 loss 0.06422:  14%|█▍        | 779/5632 [04:23<25:03,  3.23it/s]
epoch 1 loss 0.06414:  14%|█▍        | 779/5632 [04:23<25:03,  3.23it/s]
epoch 1 loss 0.06414:  14%|█▍        | 780/5632 [04:23<25:04,  3.23it/s]
epoch 1 loss 0.06406:  14%|█▍        | 780/5632 [04:23<25:04,  3.23it/s]
epoch 1 loss 0.06406:  14%|█▍        | 781/5632 [04:23<25:04,  3.22it/s]
epoch 1 loss 0.06398:  14%|█▍        | 781/5632 [04:24<25:04,  3.22it/s]
epoch 1 loss 0.06398:  14%|█▍        | 782/5632 [04:24<25:05,  3.22it/s]
epoch 1 loss 0.0639:  14%|█▍        | 782/5632 [04:24<25:05,  3.22it/s] 
epoch 1 loss 0.0639:  14%|█▍        | 783/5632 [04:24<25:05,  3.22it/s]
epoch 1 loss 0.06382:  14%|█▍        | 783/5632 [04:24<25:05,  3.22it/s]
epoch 1 loss 0.06382:  14%|█▍        | 784/5632 [04:24<25:09,  3.21it/s]
epoch 1 loss 0.06375:  14%|█▍        | 784/5632 [04:25<25:09,  3.21it/s]
epoch 1 loss 0.06375:  14%|█▍        | 785/5632 [04:25<25:04,  3.22it/s]
epoch 1 loss 0.06371:  14%|█▍        | 785/5632 [04:25<25:04,  3.22it/s]
epoch 1 loss 0.06371:  14%|█▍        | 786/5632 [04:25<25:02,  3.23it/s]
epoch 1 loss 0.06365:  14%|█▍        | 786/5632 [04:25<25:02,  3.23it/s]
epoch 1 loss 0.06365:  14%|█▍        | 787/5632 [04:25<25:01,  3.23it/s]
epoch 1 loss 0.06361:  14%|█▍        | 787/5632 [04:26<25:01,  3.23it/s]
epoch 1 loss 0.06361:  14%|█▍        | 788/5632 [04:26<25:00,  3.23it/s]
epoch 1 loss 0.06354:  14%|█▍        | 788/5632 [04:26<25:00,  3.23it/s]
epoch 1 loss 0.06354:  14%|█▍        | 789/5632 [04:26<25:03,  3.22it/s]
epoch 1 loss 0.06346:  14%|█▍        | 789/5632 [04:26<25:03,  3.22it/s]
epoch 1 loss 0.06346:  14%|█▍        | 790/5632 [04:26<25:03,  3.22it/s]
epoch 1 loss 0.06338:  14%|█▍        | 790/5632 [04:27<25:03,  3.22it/s]
epoch 1 loss 0.06338:  14%|█▍        | 791/5632 [04:27<25:03,  3.22it/s]
epoch 1 loss 0.06331:  14%|█▍        | 791/5632 [04:27<25:03,  3.22it/s]
epoch 1 loss 0.06331:  14%|█▍        | 792/5632 [04:27<25:00,  3.23it/s]
epoch 1 loss 0.06324:  14%|█▍        | 792/5632 [04:27<25:00,  3.23it/s]
epoch 1 loss 0.06324:  14%|█▍        | 793/5632 [04:27<25:01,  3.22it/s]
epoch 1 loss 0.06316:  14%|█▍        | 793/5632 [04:28<25:01,  3.22it/s]
epoch 1 loss 0.06316:  14%|█▍        | 794/5632 [04:28<25:02,  3.22it/s]
epoch 1 loss 0.06309:  14%|█▍        | 794/5632 [04:28<25:02,  3.22it/s]
epoch 1 loss 0.06309:  14%|█▍        | 795/5632 [04:28<25:01,  3.22it/s]
epoch 1 loss 0.06302:  14%|█▍        | 795/5632 [04:28<25:01,  3.22it/s]
epoch 1 loss 0.06302:  14%|█▍        | 796/5632 [04:28<25:10,  3.20it/s]
epoch 1 loss 0.06337:  14%|█▍        | 796/5632 [04:28<25:10,  3.20it/s]
epoch 1 loss 0.06337:  14%|█▍        | 797/5632 [04:28<25:39,  3.14it/s]
epoch 1 loss 0.06329:  14%|█▍        | 797/5632 [04:29<25:39,  3.14it/s]
epoch 1 loss 0.06329:  14%|█▍        | 798/5632 [04:29<25:35,  3.15it/s]
epoch 1 loss 0.06338:  14%|█▍        | 798/5632 [04:29<25:35,  3.15it/s]
epoch 1 loss 0.06338:  14%|█▍        | 799/5632 [04:29<25:23,  3.17it/s]
epoch 1 loss 0.06331:  14%|█▍        | 799/5632 [04:29<25:23,  3.17it/s]
epoch 1 loss 0.06331:  14%|█▍        | 800/5632 [04:29<25:23,  3.17it/s]
epoch 1 loss 0.06324:  14%|█▍        | 800/5632 [04:30<25:23,  3.17it/s]
epoch 1 loss 0.06324:  14%|█▍        | 801/5632 [04:30<25:26,  3.17it/s]
epoch 1 loss 0.06316:  14%|█▍        | 801/5632 [04:30<25:26,  3.17it/s]
epoch 1 loss 0.06316:  14%|█▍        | 802/5632 [04:30<25:18,  3.18it/s]
epoch 1 loss 0.0631:  14%|█▍        | 802/5632 [04:30<25:18,  3.18it/s] 
epoch 1 loss 0.0631:  14%|█▍        | 803/5632 [04:30<25:11,  3.20it/s]
epoch 1 loss 0.06302:  14%|█▍        | 803/5632 [04:32<25:11,  3.20it/s]
epoch 1 loss 0.06302:  14%|█▍        | 804/5632 [04:32<51:45,  1.55it/s]
epoch 1 loss 0.06337:  14%|█▍        | 804/5632 [04:32<51:45,  1.55it/s]
epoch 1 loss 0.06337:  14%|█▍        | 805/5632 [04:32<43:42,  1.84it/s]
epoch 1 loss 0.06374:  14%|█▍        | 805/5632 [04:32<43:42,  1.84it/s]
epoch 1 loss 0.06374:  14%|█▍        | 806/5632 [04:32<38:06,  2.11it/s]
epoch 1 loss 0.06367:  14%|█▍        | 806/5632 [04:33<38:06,  2.11it/s]
epoch 1 loss 0.06367:  14%|█▍        | 807/5632 [04:33<34:11,  2.35it/s]
epoch 1 loss 0.06359:  14%|█▍        | 807/5632 [04:33<34:11,  2.35it/s]
epoch 1 loss 0.06359:  14%|█▍        | 808/5632 [04:33<31:24,  2.56it/s]
epoch 1 loss 0.06352:  14%|█▍        | 808/5632 [04:33<31:24,  2.56it/s]
epoch 1 loss 0.06352:  14%|█▍        | 809/5632 [04:33<29:26,  2.73it/s]
epoch 1 loss 0.06345:  14%|█▍        | 809/5632 [04:34<29:26,  2.73it/s]
epoch 1 loss 0.06345:  14%|█▍        | 810/5632 [04:34<28:02,  2.87it/s]
epoch 1 loss 0.06367:  14%|█▍        | 810/5632 [04:34<28:02,  2.87it/s]
epoch 1 loss 0.06367:  14%|█▍        | 811/5632 [04:34<27:06,  2.96it/s]
epoch 1 loss 0.064:  14%|█▍        | 811/5632 [04:34<27:06,  2.96it/s]  
epoch 1 loss 0.064:  14%|█▍        | 812/5632 [04:34<26:27,  3.04it/s]
epoch 1 loss 0.06393:  14%|█▍        | 812/5632 [04:35<26:27,  3.04it/s]
epoch 1 loss 0.06393:  14%|█▍        | 813/5632 [04:35<25:57,  3.09it/s]
epoch 1 loss 0.06385:  14%|█▍        | 813/5632 [04:35<25:57,  3.09it/s]
epoch 1 loss 0.06385:  14%|█▍        | 814/5632 [04:35<25:39,  3.13it/s]
epoch 1 loss 0.06404:  14%|█▍        | 814/5632 [04:35<25:39,  3.13it/s]
epoch 1 loss 0.06404:  14%|█▍        | 815/5632 [04:35<25:25,  3.16it/s]
epoch 1 loss 0.06396:  14%|█▍        | 815/5632 [04:35<25:25,  3.16it/s]
epoch 1 loss 0.06396:  14%|█▍        | 816/5632 [04:35<25:16,  3.18it/s]
epoch 1 loss 0.06389:  14%|█▍        | 816/5632 [04:36<25:16,  3.18it/s]
epoch 1 loss 0.06389:  15%|█▍        | 817/5632 [04:36<25:08,  3.19it/s]
epoch 1 loss 0.06385:  15%|█▍        | 817/5632 [04:36<25:08,  3.19it/s]
epoch 1 loss 0.06385:  15%|█▍        | 818/5632 [04:36<25:03,  3.20it/s]
epoch 1 loss 0.06397:  15%|█▍        | 818/5632 [04:36<25:03,  3.20it/s]
epoch 1 loss 0.06397:  15%|█▍        | 819/5632 [04:36<24:59,  3.21it/s]
epoch 1 loss 0.06391:  15%|█▍        | 819/5632 [04:37<24:59,  3.21it/s]
epoch 1 loss 0.06391:  15%|█▍        | 820/5632 [04:37<24:57,  3.21it/s]
epoch 1 loss 0.06384:  15%|█▍        | 820/5632 [04:37<24:57,  3.21it/s]
epoch 1 loss 0.06384:  15%|█▍        | 821/5632 [04:37<24:53,  3.22it/s]
epoch 1 loss 0.06377:  15%|█▍        | 821/5632 [04:37<24:53,  3.22it/s]
epoch 1 loss 0.06377:  15%|█▍        | 822/5632 [04:37<24:49,  3.23it/s]
epoch 1 loss 0.06369:  15%|█▍        | 822/5632 [04:38<24:49,  3.23it/s]
epoch 1 loss 0.06369:  15%|█▍        | 823/5632 [04:38<24:49,  3.23it/s]
epoch 1 loss 0.06362:  15%|█▍        | 823/5632 [04:38<24:49,  3.23it/s]
epoch 1 loss 0.06362:  15%|█▍        | 824/5632 [04:38<24:49,  3.23it/s]
epoch 1 loss 0.06355:  15%|█▍        | 824/5632 [04:38<24:49,  3.23it/s]
epoch 1 loss 0.06355:  15%|█▍        | 825/5632 [04:38<24:50,  3.22it/s]
epoch 1 loss 0.06348:  15%|█▍        | 825/5632 [04:39<24:50,  3.22it/s]
epoch 1 loss 0.06348:  15%|█▍        | 826/5632 [04:39<25:00,  3.20it/s]
epoch 1 loss 0.0634:  15%|█▍        | 826/5632 [04:39<25:00,  3.20it/s] 
epoch 1 loss 0.0634:  15%|█▍        | 827/5632 [04:39<25:01,  3.20it/s]
epoch 1 loss 0.06336:  15%|█▍        | 827/5632 [04:39<25:01,  3.20it/s]
epoch 1 loss 0.06336:  15%|█▍        | 828/5632 [04:39<25:00,  3.20it/s]
epoch 1 loss 0.06373:  15%|█▍        | 828/5632 [04:40<25:00,  3.20it/s]
epoch 1 loss 0.06373:  15%|█▍        | 829/5632 [04:40<24:59,  3.20it/s]
epoch 1 loss 0.06367:  15%|█▍        | 829/5632 [04:40<24:59,  3.20it/s]
epoch 1 loss 0.06367:  15%|█▍        | 830/5632 [04:40<24:57,  3.21it/s]
epoch 1 loss 0.0636:  15%|█▍        | 830/5632 [04:40<24:57,  3.21it/s] 
epoch 1 loss 0.0636:  15%|█▍        | 831/5632 [04:40<25:02,  3.20it/s]
epoch 1 loss 0.06353:  15%|█▍        | 831/5632 [04:40<25:02,  3.20it/s]
epoch 1 loss 0.06353:  15%|█▍        | 832/5632 [04:40<25:09,  3.18it/s]
epoch 1 loss 0.06346:  15%|█▍        | 832/5632 [04:41<25:09,  3.18it/s]
epoch 1 loss 0.06346:  15%|█▍        | 833/5632 [04:41<25:24,  3.15it/s]
epoch 1 loss 0.06339:  15%|█▍        | 833/5632 [04:41<25:24,  3.15it/s]
epoch 1 loss 0.06339:  15%|█▍        | 834/5632 [04:41<25:41,  3.11it/s]
epoch 1 loss 0.06332:  15%|█▍        | 834/5632 [04:41<25:41,  3.11it/s]
epoch 1 loss 0.06332:  15%|█▍        | 835/5632 [04:41<25:27,  3.14it/s]
epoch 1 loss 0.06325:  15%|█▍        | 835/5632 [04:42<25:27,  3.14it/s]
epoch 1 loss 0.06325:  15%|█▍        | 836/5632 [04:42<25:15,  3.16it/s]
epoch 1 loss 0.06318:  15%|█▍        | 836/5632 [04:42<25:15,  3.16it/s]
epoch 1 loss 0.06318:  15%|█▍        | 837/5632 [04:42<25:09,  3.18it/s]
epoch 1 loss 0.06313:  15%|█▍        | 837/5632 [04:42<25:09,  3.18it/s]
epoch 1 loss 0.06313:  15%|█▍        | 838/5632 [04:42<25:01,  3.19it/s]
epoch 1 loss 0.06305:  15%|█▍        | 838/5632 [04:43<25:01,  3.19it/s]
epoch 1 loss 0.06305:  15%|█▍        | 839/5632 [04:43<24:56,  3.20it/s]
epoch 1 loss 0.06319:  15%|█▍        | 839/5632 [04:43<24:56,  3.20it/s]
epoch 1 loss 0.06319:  15%|█▍        | 840/5632 [04:43<24:51,  3.21it/s]
epoch 1 loss 0.06311:  15%|█▍        | 840/5632 [04:43<24:51,  3.21it/s]
epoch 1 loss 0.06311:  15%|█▍        | 841/5632 [04:43<24:50,  3.21it/s]
epoch 1 loss 0.06305:  15%|█▍        | 841/5632 [04:44<24:50,  3.21it/s]
epoch 1 loss 0.06305:  15%|█▍        | 842/5632 [04:44<24:47,  3.22it/s]
epoch 1 loss 0.06319:  15%|█▍        | 842/5632 [04:44<24:47,  3.22it/s]
epoch 1 loss 0.06319:  15%|█▍        | 843/5632 [04:44<24:56,  3.20it/s]
epoch 1 loss 0.06312:  15%|█▍        | 843/5632 [04:44<24:56,  3.20it/s]
epoch 1 loss 0.06312:  15%|█▍        | 844/5632 [04:44<24:50,  3.21it/s]
epoch 1 loss 0.06325:  15%|█▍        | 844/5632 [04:45<24:50,  3.21it/s]
epoch 1 loss 0.06325:  15%|█▌        | 845/5632 [04:45<24:50,  3.21it/s]
epoch 1 loss 0.06318:  15%|█▌        | 845/5632 [04:45<24:50,  3.21it/s]
epoch 1 loss 0.06318:  15%|█▌        | 846/5632 [04:45<24:49,  3.21it/s]
epoch 1 loss 0.06313:  15%|█▌        | 846/5632 [04:45<24:49,  3.21it/s]
epoch 1 loss 0.06313:  15%|█▌        | 847/5632 [04:45<24:48,  3.22it/s]
epoch 1 loss 0.06307:  15%|█▌        | 847/5632 [04:45<24:48,  3.22it/s]
epoch 1 loss 0.06307:  15%|█▌        | 848/5632 [04:45<24:42,  3.23it/s]
epoch 1 loss 0.063:  15%|█▌        | 848/5632 [04:46<24:42,  3.23it/s]  
epoch 1 loss 0.063:  15%|█▌        | 849/5632 [04:46<24:41,  3.23it/s]
epoch 1 loss 0.06293:  15%|█▌        | 849/5632 [04:46<24:41,  3.23it/s]
epoch 1 loss 0.06293:  15%|█▌        | 850/5632 [04:46<24:42,  3.23it/s]
epoch 1 loss 0.06286:  15%|█▌        | 850/5632 [04:47<24:42,  3.23it/s]
epoch 1 loss 0.06286:  15%|█▌        | 851/5632 [04:47<49:38,  1.60it/s]
epoch 1 loss 0.0628:  15%|█▌        | 851/5632 [04:48<49:38,  1.60it/s] 
epoch 1 loss 0.0628:  15%|█▌        | 852/5632 [04:48<42:07,  1.89it/s]
epoch 1 loss 0.06274:  15%|█▌        | 852/5632 [04:48<42:07,  1.89it/s]
epoch 1 loss 0.06274:  15%|█▌        | 853/5632 [04:48<36:54,  2.16it/s]
epoch 1 loss 0.06268:  15%|█▌        | 853/5632 [04:48<36:54,  2.16it/s]
epoch 1 loss 0.06268:  15%|█▌        | 854/5632 [04:48<33:11,  2.40it/s]
epoch 1 loss 0.06262:  15%|█▌        | 854/5632 [04:49<33:11,  2.40it/s]
epoch 1 loss 0.06262:  15%|█▌        | 855/5632 [04:49<30:38,  2.60it/s]
epoch 1 loss 0.06255:  15%|█▌        | 855/5632 [04:49<30:38,  2.60it/s]
epoch 1 loss 0.06255:  15%|█▌        | 856/5632 [04:49<28:50,  2.76it/s]
epoch 1 loss 0.06248:  15%|█▌        | 856/5632 [04:49<28:50,  2.76it/s]
epoch 1 loss 0.06248:  15%|█▌        | 857/5632 [04:49<27:36,  2.88it/s]
epoch 1 loss 0.06241:  15%|█▌        | 857/5632 [04:50<27:36,  2.88it/s]
epoch 1 loss 0.06241:  15%|█▌        | 858/5632 [04:50<26:37,  2.99it/s]
epoch 1 loss 0.06252:  15%|█▌        | 858/5632 [04:50<26:37,  2.99it/s]
epoch 1 loss 0.06252:  15%|█▌        | 859/5632 [04:50<26:02,  3.05it/s]
epoch 1 loss 0.06249:  15%|█▌        | 859/5632 [04:50<26:02,  3.05it/s]
epoch 1 loss 0.06249:  15%|█▌        | 860/5632 [04:50<25:35,  3.11it/s]
epoch 1 loss 0.06243:  15%|█▌        | 860/5632 [04:51<25:35,  3.11it/s]
epoch 1 loss 0.06243:  15%|█▌        | 861/5632 [04:51<25:18,  3.14it/s]
epoch 1 loss 0.06238:  15%|█▌        | 861/5632 [04:51<25:18,  3.14it/s]
epoch 1 loss 0.06238:  15%|█▌        | 862/5632 [04:51<25:05,  3.17it/s]
epoch 1 loss 0.0623:  15%|█▌        | 862/5632 [04:51<25:05,  3.17it/s] 
epoch 1 loss 0.0623:  15%|█▌        | 863/5632 [04:51<24:57,  3.18it/s]
epoch 1 loss 0.06224:  15%|█▌        | 863/5632 [04:51<24:57,  3.18it/s]
epoch 1 loss 0.06224:  15%|█▌        | 864/5632 [04:51<24:52,  3.20it/s]
epoch 1 loss 0.06242:  15%|█▌        | 864/5632 [04:52<24:52,  3.20it/s]
epoch 1 loss 0.06242:  15%|█▌        | 865/5632 [04:52<24:40,  3.22it/s]
epoch 1 loss 0.06235:  15%|█▌        | 865/5632 [04:52<24:40,  3.22it/s]
epoch 1 loss 0.06235:  15%|█▌        | 866/5632 [04:52<24:35,  3.23it/s]
epoch 1 loss 0.06228:  15%|█▌        | 866/5632 [04:52<24:35,  3.23it/s]
epoch 1 loss 0.06228:  15%|█▌        | 867/5632 [04:52<24:38,  3.22it/s]
epoch 1 loss 0.06233:  15%|█▌        | 867/5632 [04:53<24:38,  3.22it/s]
epoch 1 loss 0.06233:  15%|█▌        | 868/5632 [04:53<24:36,  3.23it/s]
epoch 1 loss 0.06226:  15%|█▌        | 868/5632 [04:53<24:36,  3.23it/s]
epoch 1 loss 0.06226:  15%|█▌        | 869/5632 [04:53<24:34,  3.23it/s]
epoch 1 loss 0.0622:  15%|█▌        | 869/5632 [04:53<24:34,  3.23it/s] 
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epoch 1 loss 0.06213:  15%|█▌        | 870/5632 [04:54<24:34,  3.23it/s]
epoch 1 loss 0.06213:  15%|█▌        | 871/5632 [04:54<24:34,  3.23it/s]
epoch 1 loss 0.06206:  15%|█▌        | 871/5632 [04:54<24:34,  3.23it/s]
epoch 1 loss 0.06206:  15%|█▌        | 872/5632 [04:54<24:34,  3.23it/s]
epoch 1 loss 0.06199:  15%|█▌        | 872/5632 [04:54<24:34,  3.23it/s]
epoch 1 loss 0.06199:  16%|█▌        | 873/5632 [04:54<24:32,  3.23it/s]
epoch 1 loss 0.06194:  16%|█▌        | 873/5632 [04:55<24:32,  3.23it/s]
epoch 1 loss 0.06194:  16%|█▌        | 874/5632 [04:55<24:31,  3.23it/s]
epoch 1 loss 0.06189:  16%|█▌        | 874/5632 [04:55<24:31,  3.23it/s]
epoch 1 loss 0.06189:  16%|█▌        | 875/5632 [04:55<24:33,  3.23it/s]
epoch 1 loss 0.06217:  16%|█▌        | 875/5632 [04:55<24:33,  3.23it/s]
epoch 1 loss 0.06217:  16%|█▌        | 876/5632 [04:55<24:33,  3.23it/s]
epoch 1 loss 0.0621:  16%|█▌        | 876/5632 [04:55<24:33,  3.23it/s] 
epoch 1 loss 0.0621:  16%|█▌        | 877/5632 [04:56<24:39,  3.21it/s]
epoch 1 loss 0.06216:  16%|█▌        | 877/5632 [04:56<24:39,  3.21it/s]
epoch 1 loss 0.06216:  16%|█▌        | 878/5632 [04:56<24:32,  3.23it/s]
epoch 1 loss 0.0621:  16%|█▌        | 878/5632 [04:56<24:32,  3.23it/s] 
epoch 1 loss 0.0621:  16%|█▌        | 879/5632 [04:56<24:34,  3.22it/s]
epoch 1 loss 0.06209:  16%|█▌        | 879/5632 [04:56<24:34,  3.22it/s]
epoch 1 loss 0.06209:  16%|█▌        | 880/5632 [04:56<24:35,  3.22it/s]
epoch 1 loss 0.06202:  16%|█▌        | 880/5632 [04:57<24:35,  3.22it/s]
epoch 1 loss 0.06202:  16%|█▌        | 881/5632 [04:57<24:37,  3.22it/s]
epoch 1 loss 0.06196:  16%|█▌        | 881/5632 [04:57<24:37,  3.22it/s]
epoch 1 loss 0.06196:  16%|█▌        | 882/5632 [04:57<24:44,  3.20it/s]
epoch 1 loss 0.0619:  16%|█▌        | 882/5632 [04:57<24:44,  3.20it/s] 
epoch 1 loss 0.0619:  16%|█▌        | 883/5632 [04:57<24:45,  3.20it/s]
epoch 1 loss 0.06197:  16%|█▌        | 883/5632 [04:58<24:45,  3.20it/s]
epoch 1 loss 0.06197:  16%|█▌        | 884/5632 [04:58<24:44,  3.20it/s]
epoch 1 loss 0.06191:  16%|█▌        | 884/5632 [04:58<24:44,  3.20it/s]
epoch 1 loss 0.06191:  16%|█▌        | 885/5632 [04:58<24:40,  3.21it/s]
epoch 1 loss 0.06184:  16%|█▌        | 885/5632 [04:58<24:40,  3.21it/s]
epoch 1 loss 0.06184:  16%|█▌        | 886/5632 [04:58<24:31,  3.22it/s]
epoch 1 loss 0.06178:  16%|█▌        | 886/5632 [04:59<24:31,  3.22it/s]
epoch 1 loss 0.06178:  16%|█▌        | 887/5632 [04:59<24:34,  3.22it/s]
epoch 1 loss 0.06184:  16%|█▌        | 887/5632 [04:59<24:34,  3.22it/s]
epoch 1 loss 0.06184:  16%|█▌        | 888/5632 [04:59<24:34,  3.22it/s]
epoch 1 loss 0.06178:  16%|█▌        | 888/5632 [04:59<24:34,  3.22it/s]
epoch 1 loss 0.06178:  16%|█▌        | 889/5632 [04:59<24:35,  3.21it/s]
epoch 1 loss 0.0624:  16%|█▌        | 889/5632 [05:00<24:35,  3.21it/s] 
epoch 1 loss 0.0624:  16%|█▌        | 890/5632 [05:00<24:36,  3.21it/s]
epoch 1 loss 0.06235:  16%|█▌        | 890/5632 [05:00<24:36,  3.21it/s]
epoch 1 loss 0.06235:  16%|█▌        | 891/5632 [05:00<24:35,  3.21it/s]
epoch 1 loss 0.06229:  16%|█▌        | 891/5632 [05:00<24:35,  3.21it/s]
epoch 1 loss 0.06229:  16%|█▌        | 892/5632 [05:00<24:33,  3.22it/s]
epoch 1 loss 0.06223:  16%|█▌        | 892/5632 [05:00<24:33,  3.22it/s]
epoch 1 loss 0.06223:  16%|█▌        | 893/5632 [05:00<24:33,  3.22it/s]
epoch 1 loss 0.0626:  16%|█▌        | 893/5632 [05:01<24:33,  3.22it/s] 
epoch 1 loss 0.0626:  16%|█▌        | 894/5632 [05:01<24:31,  3.22it/s]
epoch 1 loss 0.06272:  16%|█▌        | 894/5632 [05:01<24:31,  3.22it/s]
epoch 1 loss 0.06272:  16%|█▌        | 895/5632 [05:01<24:32,  3.22it/s]
epoch 1 loss 0.06281:  16%|█▌        | 895/5632 [05:01<24:32,  3.22it/s]
epoch 1 loss 0.06281:  16%|█▌        | 896/5632 [05:01<24:33,  3.21it/s]
epoch 1 loss 0.06274:  16%|█▌        | 896/5632 [05:02<24:33,  3.21it/s]
epoch 1 loss 0.06274:  16%|█▌        | 897/5632 [05:02<24:32,  3.22it/s]
epoch 1 loss 0.06267:  16%|█▌        | 897/5632 [05:03<24:32,  3.22it/s]
epoch 1 loss 0.06267:  16%|█▌        | 898/5632 [05:03<56:24,  1.40it/s]
epoch 1 loss 0.06263:  16%|█▌        | 898/5632 [05:04<56:24,  1.40it/s]
epoch 1 loss 0.06263:  16%|█▌        | 899/5632 [05:04<46:51,  1.68it/s]
epoch 1 loss 0.0626:  16%|█▌        | 899/5632 [05:04<46:51,  1.68it/s] 
epoch 1 loss 0.0626:  16%|█▌        | 900/5632 [05:04<40:06,  1.97it/s]
epoch 1 loss 0.06256:  16%|█▌        | 900/5632 [05:04<40:06,  1.97it/s]
epoch 1 loss 0.06256:  16%|█▌        | 901/5632 [05:04<35:27,  2.22it/s]
epoch 1 loss 0.06249:  16%|█▌        | 901/5632 [05:05<35:27,  2.22it/s]
epoch 1 loss 0.06249:  16%|█▌        | 902/5632 [05:05<32:07,  2.45it/s]
epoch 1 loss 0.06249:  16%|█▌        | 902/5632 [05:05<32:07,  2.45it/s]
epoch 1 loss 0.06249:  16%|█▌        | 903/5632 [05:05<29:53,  2.64it/s]
epoch 1 loss 0.06243:  16%|█▌        | 903/5632 [05:05<29:53,  2.64it/s]
epoch 1 loss 0.06243:  16%|█▌        | 904/5632 [05:05<28:16,  2.79it/s]
epoch 1 loss 0.0627:  16%|█▌        | 904/5632 [05:06<28:16,  2.79it/s] 
epoch 1 loss 0.0627:  16%|█▌        | 905/5632 [05:06<27:10,  2.90it/s]
epoch 1 loss 0.06292:  16%|█▌        | 905/5632 [05:06<27:10,  2.90it/s]
epoch 1 loss 0.06292:  16%|█▌        | 906/5632 [05:06<26:22,  2.99it/s]
epoch 1 loss 0.06286:  16%|█▌        | 906/5632 [05:06<26:22,  2.99it/s]
epoch 1 loss 0.06286:  16%|█▌        | 907/5632 [05:06<25:48,  3.05it/s]
epoch 1 loss 0.06279:  16%|█▌        | 907/5632 [05:06<25:48,  3.05it/s]
epoch 1 loss 0.06279:  16%|█▌        | 908/5632 [05:07<25:24,  3.10it/s]
epoch 1 loss 0.06309:  16%|█▌        | 908/5632 [05:07<25:24,  3.10it/s]
epoch 1 loss 0.06309:  16%|█▌        | 909/5632 [05:07<25:07,  3.13it/s]
epoch 1 loss 0.06343:  16%|█▌        | 909/5632 [05:07<25:07,  3.13it/s]
epoch 1 loss 0.06343:  16%|█▌        | 910/5632 [05:07<24:54,  3.16it/s]
epoch 1 loss 0.06341:  16%|█▌        | 910/5632 [05:07<24:54,  3.16it/s]
epoch 1 loss 0.06341:  16%|█▌        | 911/5632 [05:07<24:47,  3.17it/s]
epoch 1 loss 0.06334:  16%|█▌        | 911/5632 [05:08<24:47,  3.17it/s]
epoch 1 loss 0.06334:  16%|█▌        | 912/5632 [05:08<24:44,  3.18it/s]
epoch 1 loss 0.06329:  16%|█▌        | 912/5632 [05:08<24:44,  3.18it/s]
epoch 1 loss 0.06329:  16%|█▌        | 913/5632 [05:08<24:39,  3.19it/s]
epoch 1 loss 0.06322:  16%|█▌        | 913/5632 [05:08<24:39,  3.19it/s]
epoch 1 loss 0.06322:  16%|█▌        | 914/5632 [05:08<24:35,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▌        | 914/5632 [05:09<24:35,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▌        | 915/5632 [05:09<24:32,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▌        | 915/5632 [05:09<24:32,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▋        | 916/5632 [05:09<24:30,  3.21it/s]
epoch 1 loss 0.06346:  16%|█▋        | 916/5632 [05:09<24:30,  3.21it/s]
epoch 1 loss 0.06346:  16%|█▋        | 917/5632 [05:09<24:30,  3.21it/s]
epoch 1 loss 0.06339:  16%|█▋        | 917/5632 [05:10<24:30,  3.21it/s]
epoch 1 loss 0.06339:  16%|█▋        | 918/5632 [05:10<24:30,  3.21it/s]
epoch 1 loss 0.06334:  16%|█▋        | 918/5632 [05:10<24:30,  3.21it/s]
epoch 1 loss 0.06334:  16%|█▋        | 919/5632 [05:10<24:56,  3.15it/s]
epoch 1 loss 0.06327:  16%|█▋        | 919/5632 [05:10<24:56,  3.15it/s]
epoch 1 loss 0.06327:  16%|█▋        | 920/5632 [05:10<25:50,  3.04it/s]
epoch 1 loss 0.06321:  16%|█▋        | 920/5632 [05:11<25:50,  3.04it/s]
epoch 1 loss 0.06321:  16%|█▋        | 921/5632 [05:11<25:26,  3.09it/s]
epoch 1 loss 0.0633:  16%|█▋        | 921/5632 [05:11<25:26,  3.09it/s] 
epoch 1 loss 0.0633:  16%|█▋        | 922/5632 [05:11<25:07,  3.13it/s]
epoch 1 loss 0.06323:  16%|█▋        | 922/5632 [05:11<25:07,  3.13it/s]
epoch 1 loss 0.06323:  16%|█▋        | 923/5632 [05:11<24:54,  3.15it/s]
epoch 1 loss 0.06317:  16%|█▋        | 923/5632 [05:12<24:54,  3.15it/s]
epoch 1 loss 0.06317:  16%|█▋        | 924/5632 [05:12<24:47,  3.17it/s]
epoch 1 loss 0.06315:  16%|█▋        | 924/5632 [05:12<24:47,  3.17it/s]
epoch 1 loss 0.06315:  16%|█▋        | 925/5632 [05:12<24:41,  3.18it/s]
epoch 1 loss 0.0635:  16%|█▋        | 925/5632 [05:12<24:41,  3.18it/s] 
epoch 1 loss 0.0635:  16%|█▋        | 926/5632 [05:12<24:34,  3.19it/s]
epoch 1 loss 0.06343:  16%|█▋        | 926/5632 [05:12<24:34,  3.19it/s]
epoch 1 loss 0.06343:  16%|█▋        | 927/5632 [05:12<24:29,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▋        | 927/5632 [05:13<24:29,  3.20it/s]
epoch 1 loss 0.06351:  16%|█▋        | 928/5632 [05:13<24:26,  3.21it/s]
epoch 1 loss 0.06345:  16%|█▋        | 928/5632 [05:13<24:26,  3.21it/s]
epoch 1 loss 0.06345:  16%|█▋        | 929/5632 [05:13<24:23,  3.21it/s]
epoch 1 loss 0.06339:  16%|█▋        | 929/5632 [05:13<24:23,  3.21it/s]
epoch 1 loss 0.06339:  17%|█▋        | 930/5632 [05:13<24:20,  3.22it/s]
epoch 1 loss 0.06333:  17%|█▋        | 930/5632 [05:14<24:20,  3.22it/s]
epoch 1 loss 0.06333:  17%|█▋        | 931/5632 [05:14<24:19,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 931/5632 [05:14<24:19,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 932/5632 [05:14<24:17,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 932/5632 [05:14<24:17,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 933/5632 [05:14<24:17,  3.22it/s]
epoch 1 loss 0.06319:  17%|█▋        | 933/5632 [05:15<24:17,  3.22it/s]
epoch 1 loss 0.06319:  17%|█▋        | 934/5632 [05:15<24:16,  3.22it/s]
epoch 1 loss 0.06343:  17%|█▋        | 934/5632 [05:15<24:16,  3.22it/s]
epoch 1 loss 0.06343:  17%|█▋        | 935/5632 [05:15<24:18,  3.22it/s]
epoch 1 loss 0.06337:  17%|█▋        | 935/5632 [05:15<24:18,  3.22it/s]
epoch 1 loss 0.06337:  17%|█▋        | 936/5632 [05:15<24:15,  3.23it/s]
epoch 1 loss 0.06332:  17%|█▋        | 936/5632 [05:16<24:15,  3.23it/s]
epoch 1 loss 0.06332:  17%|█▋        | 937/5632 [05:16<24:16,  3.22it/s]
epoch 1 loss 0.06326:  17%|█▋        | 937/5632 [05:16<24:16,  3.22it/s]
epoch 1 loss 0.06326:  17%|█▋        | 938/5632 [05:16<24:16,  3.22it/s]
epoch 1 loss 0.06334:  17%|█▋        | 938/5632 [05:16<24:16,  3.22it/s]
epoch 1 loss 0.06334:  17%|█▋        | 939/5632 [05:16<24:18,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 939/5632 [05:17<24:18,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 940/5632 [05:17<24:19,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 940/5632 [05:17<24:19,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 941/5632 [05:17<24:20,  3.21it/s]
epoch 1 loss 0.06317:  17%|█▋        | 941/5632 [05:17<24:20,  3.21it/s]
epoch 1 loss 0.06317:  17%|█▋        | 942/5632 [05:17<24:17,  3.22it/s]
epoch 1 loss 0.06311:  17%|█▋        | 942/5632 [05:17<24:17,  3.22it/s]
epoch 1 loss 0.06311:  17%|█▋        | 943/5632 [05:17<24:17,  3.22it/s]
epoch 1 loss 0.06304:  17%|█▋        | 943/5632 [05:18<24:17,  3.22it/s]
epoch 1 loss 0.06304:  17%|█▋        | 944/5632 [05:18<24:17,  3.22it/s]
epoch 1 loss 0.06298:  17%|█▋        | 944/5632 [05:20<24:17,  3.22it/s]
epoch 1 loss 0.06298:  17%|█▋        | 945/5632 [05:20<59:28,  1.31it/s]
epoch 1 loss 0.06292:  17%|█▋        | 945/5632 [05:20<59:28,  1.31it/s]
epoch 1 loss 0.06292:  17%|█▋        | 946/5632 [05:20<48:53,  1.60it/s]
epoch 1 loss 0.06286:  17%|█▋        | 946/5632 [05:20<48:53,  1.60it/s]
epoch 1 loss 0.06286:  17%|█▋        | 947/5632 [05:20<41:29,  1.88it/s]
epoch 1 loss 0.06299:  17%|█▋        | 947/5632 [05:20<41:29,  1.88it/s]
epoch 1 loss 0.06299:  17%|█▋        | 948/5632 [05:21<36:19,  2.15it/s]
epoch 1 loss 0.06293:  17%|█▋        | 948/5632 [05:21<36:19,  2.15it/s]
epoch 1 loss 0.06293:  17%|█▋        | 949/5632 [05:21<32:41,  2.39it/s]
epoch 1 loss 0.06342:  17%|█▋        | 949/5632 [05:21<32:41,  2.39it/s]
epoch 1 loss 0.06342:  17%|█▋        | 950/5632 [05:21<30:11,  2.58it/s]
epoch 1 loss 0.06336:  17%|█▋        | 950/5632 [05:21<30:11,  2.58it/s]
epoch 1 loss 0.06336:  17%|█▋        | 951/5632 [05:21<28:21,  2.75it/s]
epoch 1 loss 0.0633:  17%|█▋        | 951/5632 [05:22<28:21,  2.75it/s] 
epoch 1 loss 0.0633:  17%|█▋        | 952/5632 [05:22<27:06,  2.88it/s]
epoch 1 loss 0.06324:  17%|█▋        | 952/5632 [05:22<27:06,  2.88it/s]
epoch 1 loss 0.06324:  17%|█▋        | 953/5632 [05:22<26:16,  2.97it/s]
epoch 1 loss 0.06366:  17%|█▋        | 953/5632 [05:22<26:16,  2.97it/s]
epoch 1 loss 0.06366:  17%|█▋        | 954/5632 [05:22<25:38,  3.04it/s]
epoch 1 loss 0.0636:  17%|█▋        | 954/5632 [05:23<25:38,  3.04it/s] 
epoch 1 loss 0.0636:  17%|█▋        | 955/5632 [05:23<25:13,  3.09it/s]
epoch 1 loss 0.06385:  17%|█▋        | 955/5632 [05:23<25:13,  3.09it/s]
epoch 1 loss 0.06385:  17%|█▋        | 956/5632 [05:23<24:55,  3.13it/s]
epoch 1 loss 0.06378:  17%|█▋        | 956/5632 [05:23<24:55,  3.13it/s]
epoch 1 loss 0.06378:  17%|█▋        | 957/5632 [05:23<24:44,  3.15it/s]
epoch 1 loss 0.06383:  17%|█▋        | 957/5632 [05:24<24:44,  3.15it/s]
epoch 1 loss 0.06383:  17%|█▋        | 958/5632 [05:24<24:34,  3.17it/s]
epoch 1 loss 0.06377:  17%|█▋        | 958/5632 [05:24<24:34,  3.17it/s]
epoch 1 loss 0.06377:  17%|█▋        | 959/5632 [05:24<24:27,  3.18it/s]
epoch 1 loss 0.06371:  17%|█▋        | 959/5632 [05:24<24:27,  3.18it/s]
epoch 1 loss 0.06371:  17%|█▋        | 960/5632 [05:24<24:20,  3.20it/s]
epoch 1 loss 0.06365:  17%|█▋        | 960/5632 [05:25<24:20,  3.20it/s]
epoch 1 loss 0.06365:  17%|█▋        | 961/5632 [05:25<24:17,  3.20it/s]
epoch 1 loss 0.06359:  17%|█▋        | 961/5632 [05:25<24:17,  3.20it/s]
epoch 1 loss 0.06359:  17%|█▋        | 962/5632 [05:25<24:15,  3.21it/s]
epoch 1 loss 0.06368:  17%|█▋        | 962/5632 [05:25<24:15,  3.21it/s]
epoch 1 loss 0.06368:  17%|█▋        | 963/5632 [05:25<24:14,  3.21it/s]
epoch 1 loss 0.06362:  17%|█▋        | 963/5632 [05:25<24:14,  3.21it/s]
epoch 1 loss 0.06362:  17%|█▋        | 964/5632 [05:25<24:13,  3.21it/s]
epoch 1 loss 0.06356:  17%|█▋        | 964/5632 [05:26<24:13,  3.21it/s]
epoch 1 loss 0.06356:  17%|█▋        | 965/5632 [05:26<24:11,  3.22it/s]
epoch 1 loss 0.06351:  17%|█▋        | 965/5632 [05:26<24:11,  3.22it/s]
epoch 1 loss 0.06351:  17%|█▋        | 966/5632 [05:26<24:07,  3.22it/s]
epoch 1 loss 0.06345:  17%|█▋        | 966/5632 [05:26<24:07,  3.22it/s]
epoch 1 loss 0.06345:  17%|█▋        | 967/5632 [05:26<24:07,  3.22it/s]
epoch 1 loss 0.06348:  17%|█▋        | 967/5632 [05:27<24:07,  3.22it/s]
epoch 1 loss 0.06348:  17%|█▋        | 968/5632 [05:27<24:09,  3.22it/s]
epoch 1 loss 0.06341:  17%|█▋        | 968/5632 [05:27<24:09,  3.22it/s]
epoch 1 loss 0.06341:  17%|█▋        | 969/5632 [05:27<24:08,  3.22it/s]
epoch 1 loss 0.06335:  17%|█▋        | 969/5632 [05:27<24:08,  3.22it/s]
epoch 1 loss 0.06335:  17%|█▋        | 970/5632 [05:27<24:07,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 970/5632 [05:28<24:07,  3.22it/s]
epoch 1 loss 0.06328:  17%|█▋        | 971/5632 [05:28<24:06,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 971/5632 [05:28<24:06,  3.22it/s]
epoch 1 loss 0.06322:  17%|█▋        | 972/5632 [05:28<24:05,  3.22it/s]
epoch 1 loss 0.06334:  17%|█▋        | 972/5632 [05:28<24:05,  3.22it/s]
epoch 1 loss 0.06334:  17%|█▋        | 973/5632 [05:28<24:05,  3.22it/s]
epoch 1 loss 0.06329:  17%|█▋        | 973/5632 [05:29<24:05,  3.22it/s]
epoch 1 loss 0.06329:  17%|█▋        | 974/5632 [05:29<24:04,  3.22it/s]
epoch 1 loss 0.06323:  17%|█▋        | 974/5632 [05:29<24:04,  3.22it/s]
epoch 1 loss 0.06323:  17%|█▋        | 975/5632 [05:29<24:05,  3.22it/s]
epoch 1 loss 0.06317:  17%|█▋        | 975/5632 [05:29<24:05,  3.22it/s]
epoch 1 loss 0.06317:  17%|█▋        | 976/5632 [05:29<24:03,  3.23it/s]
epoch 1 loss 0.0631:  17%|█▋        | 976/5632 [05:29<24:03,  3.23it/s] 
epoch 1 loss 0.0631:  17%|█▋        | 977/5632 [05:30<24:04,  3.22it/s]
epoch 1 loss 0.06305:  17%|█▋        | 977/5632 [05:30<24:04,  3.22it/s]
epoch 1 loss 0.06305:  17%|█▋        | 978/5632 [05:30<24:05,  3.22it/s]
epoch 1 loss 0.063:  17%|█▋        | 978/5632 [05:30<24:05,  3.22it/s]  
epoch 1 loss 0.063:  17%|█▋        | 979/5632 [05:30<24:06,  3.22it/s]
epoch 1 loss 0.06294:  17%|█▋        | 979/5632 [05:30<24:06,  3.22it/s]
epoch 1 loss 0.06294:  17%|█▋        | 980/5632 [05:30<24:05,  3.22it/s]
epoch 1 loss 0.06307:  17%|█▋        | 980/5632 [05:31<24:05,  3.22it/s]
epoch 1 loss 0.06307:  17%|█▋        | 981/5632 [05:31<24:05,  3.22it/s]
epoch 1 loss 0.06302:  17%|█▋        | 981/5632 [05:31<24:05,  3.22it/s]
epoch 1 loss 0.06302:  17%|█▋        | 982/5632 [05:31<24:05,  3.22it/s]
epoch 1 loss 0.06296:  17%|█▋        | 982/5632 [05:31<24:05,  3.22it/s]
epoch 1 loss 0.06296:  17%|█▋        | 983/5632 [05:31<24:04,  3.22it/s]
epoch 1 loss 0.0629:  17%|█▋        | 983/5632 [05:32<24:04,  3.22it/s] 
epoch 1 loss 0.0629:  17%|█▋        | 984/5632 [05:32<24:04,  3.22it/s]
epoch 1 loss 0.06285:  17%|█▋        | 984/5632 [05:32<24:04,  3.22it/s]
epoch 1 loss 0.06285:  17%|█▋        | 985/5632 [05:32<24:03,  3.22it/s]
epoch 1 loss 0.06279:  17%|█▋        | 985/5632 [05:32<24:03,  3.22it/s]
epoch 1 loss 0.06279:  18%|█▊        | 986/5632 [05:32<24:03,  3.22it/s]
epoch 1 loss 0.06273:  18%|█▊        | 986/5632 [05:33<24:03,  3.22it/s]
epoch 1 loss 0.06273:  18%|█▊        | 987/5632 [05:33<24:03,  3.22it/s]
epoch 1 loss 0.06267:  18%|█▊        | 987/5632 [05:33<24:03,  3.22it/s]
epoch 1 loss 0.06267:  18%|█▊        | 988/5632 [05:33<24:02,  3.22it/s]
epoch 1 loss 0.06261:  18%|█▊        | 988/5632 [05:33<24:02,  3.22it/s]
epoch 1 loss 0.06261:  18%|█▊        | 989/5632 [05:33<24:02,  3.22it/s]
epoch 1 loss 0.06295:  18%|█▊        | 989/5632 [05:34<24:02,  3.22it/s]
epoch 1 loss 0.06295:  18%|█▊        | 990/5632 [05:34<24:00,  3.22it/s]
epoch 1 loss 0.0629:  18%|█▊        | 990/5632 [05:34<24:00,  3.22it/s] 
epoch 1 loss 0.0629:  18%|█▊        | 991/5632 [05:34<23:59,  3.22it/s]
epoch 1 loss 0.06285:  18%|█▊        | 991/5632 [05:35<23:59,  3.22it/s]
epoch 1 loss 0.06285:  18%|█▊        | 992/5632 [05:35<52:44,  1.47it/s]
epoch 1 loss 0.0628:  18%|█▊        | 992/5632 [05:36<52:44,  1.47it/s] 
epoch 1 loss 0.0628:  18%|█▊        | 993/5632 [05:36<44:06,  1.75it/s]
epoch 1 loss 0.06294:  18%|█▊        | 993/5632 [05:36<44:06,  1.75it/s]
epoch 1 loss 0.06294:  18%|█▊        | 994/5632 [05:36<38:04,  2.03it/s]
epoch 1 loss 0.06289:  18%|█▊        | 994/5632 [05:36<38:04,  2.03it/s]
epoch 1 loss 0.06289:  18%|█▊        | 995/5632 [05:36<33:50,  2.28it/s]
epoch 1 loss 0.06283:  18%|█▊        | 995/5632 [05:37<33:50,  2.28it/s]
epoch 1 loss 0.06283:  18%|█▊        | 996/5632 [05:37<30:54,  2.50it/s]
epoch 1 loss 0.06278:  18%|█▊        | 996/5632 [05:37<30:54,  2.50it/s]
epoch 1 loss 0.06278:  18%|█▊        | 997/5632 [05:37<28:48,  2.68it/s]
epoch 1 loss 0.06272:  18%|█▊        | 997/5632 [05:37<28:48,  2.68it/s]
epoch 1 loss 0.06272:  18%|█▊        | 998/5632 [05:37<27:23,  2.82it/s]
epoch 1 loss 0.06267:  18%|█▊        | 998/5632 [05:38<27:23,  2.82it/s]
epoch 1 loss 0.06267:  18%|█▊        | 999/5632 [05:38<26:22,  2.93it/s]
epoch 1 loss 0.06261:  18%|█▊        | 999/5632 [05:38<26:22,  2.93it/s]
epoch 1 loss 0.06261:  18%|█▊        | 1000/5632 [05:38<25:40,  3.01it/s]
epoch 1 loss 0.06255:  18%|█▊        | 1000/5632 [05:38<25:40,  3.01it/s]
epoch 1 loss 0.06255:  18%|█▊        | 1001/5632 [05:38<25:09,  3.07it/s]
epoch 1 loss 0.06249:  18%|█▊        | 1001/5632 [05:39<25:09,  3.07it/s]
epoch 1 loss 0.06249:  18%|█▊        | 1002/5632 [05:39<24:47,  3.11it/s]
epoch 1 loss 0.06244:  18%|█▊        | 1002/5632 [05:39<24:47,  3.11it/s]
epoch 1 loss 0.06244:  18%|█▊        | 1003/5632 [05:39<24:31,  3.14it/s]
epoch 1 loss 0.06239:  18%|█▊        | 1003/5632 [05:39<24:31,  3.14it/s]
epoch 1 loss 0.06239:  18%|█▊        | 1004/5632 [05:39<24:19,  3.17it/s]
epoch 1 loss 0.06232:  18%|█▊        | 1004/5632 [05:39<24:19,  3.17it/s]
epoch 1 loss 0.06232:  18%|█▊        | 1005/5632 [05:39<24:13,  3.18it/s]
epoch 1 loss 0.06243:  18%|█▊        | 1005/5632 [05:40<24:13,  3.18it/s]
epoch 1 loss 0.06243:  18%|█▊        | 1006/5632 [05:40<24:06,  3.20it/s]
epoch 1 loss 0.06264:  18%|█▊        | 1006/5632 [05:40<24:06,  3.20it/s]
epoch 1 loss 0.06264:  18%|█▊        | 1007/5632 [05:40<24:03,  3.20it/s]
epoch 1 loss 0.06257:  18%|█▊        | 1007/5632 [05:40<24:03,  3.20it/s]
epoch 1 loss 0.06257:  18%|█▊        | 1008/5632 [05:40<24:01,  3.21it/s]
epoch 1 loss 0.06252:  18%|█▊        | 1008/5632 [05:41<24:01,  3.21it/s]
epoch 1 loss 0.06252:  18%|█▊        | 1009/5632 [05:41<24:01,  3.21it/s]
epoch 1 loss 0.06259:  18%|█▊        | 1009/5632 [05:41<24:01,  3.21it/s]
epoch 1 loss 0.06259:  18%|█▊        | 1010/5632 [05:41<24:00,  3.21it/s]
epoch 1 loss 0.06253:  18%|█▊        | 1010/5632 [05:41<24:00,  3.21it/s]
epoch 1 loss 0.06253:  18%|█▊        | 1011/5632 [05:41<23:58,  3.21it/s]
epoch 1 loss 0.06247:  18%|█▊        | 1011/5632 [05:42<23:58,  3.21it/s]
epoch 1 loss 0.06247:  18%|█▊        | 1012/5632 [05:42<23:57,  3.21it/s]
epoch 1 loss 0.06241:  18%|█▊        | 1012/5632 [05:42<23:57,  3.21it/s]
epoch 1 loss 0.06241:  18%|█▊        | 1013/5632 [05:42<23:57,  3.21it/s]
epoch 1 loss 0.06288:  18%|█▊        | 1013/5632 [05:42<23:57,  3.21it/s]
epoch 1 loss 0.06288:  18%|█▊        | 1014/5632 [05:42<23:56,  3.21it/s]
epoch 1 loss 0.06282:  18%|█▊        | 1014/5632 [05:43<23:56,  3.21it/s]
epoch 1 loss 0.06282:  18%|█▊        | 1015/5632 [05:43<23:58,  3.21it/s]
epoch 1 loss 0.06307:  18%|█▊        | 1015/5632 [05:43<23:58,  3.21it/s]
epoch 1 loss 0.06307:  18%|█▊        | 1016/5632 [05:43<23:57,  3.21it/s]
epoch 1 loss 0.06301:  18%|█▊        | 1016/5632 [05:43<23:57,  3.21it/s]
epoch 1 loss 0.06301:  18%|█▊        | 1017/5632 [05:43<23:55,  3.21it/s]
epoch 1 loss 0.06309:  18%|█▊        | 1017/5632 [05:43<23:55,  3.21it/s]
epoch 1 loss 0.06309:  18%|█▊        | 1018/5632 [05:43<23:54,  3.22it/s]
epoch 1 loss 0.06304:  18%|█▊        | 1018/5632 [05:44<23:54,  3.22it/s]
epoch 1 loss 0.06304:  18%|█▊        | 1019/5632 [05:44<23:53,  3.22it/s]
epoch 1 loss 0.06347:  18%|█▊        | 1019/5632 [05:44<23:53,  3.22it/s]
epoch 1 loss 0.06347:  18%|█▊        | 1020/5632 [05:44<23:50,  3.22it/s]
epoch 1 loss 0.06341:  18%|█▊        | 1020/5632 [05:44<23:50,  3.22it/s]
epoch 1 loss 0.06341:  18%|█▊        | 1021/5632 [05:44<23:53,  3.22it/s]
epoch 1 loss 0.06362:  18%|█▊        | 1021/5632 [05:45<23:53,  3.22it/s]
epoch 1 loss 0.06362:  18%|█▊        | 1022/5632 [05:45<23:54,  3.21it/s]
epoch 1 loss 0.06356:  18%|█▊        | 1022/5632 [05:45<23:54,  3.21it/s]
epoch 1 loss 0.06356:  18%|█▊        | 1023/5632 [05:45<23:54,  3.21it/s]
epoch 1 loss 0.06364:  18%|█▊        | 1023/5632 [05:45<23:54,  3.21it/s]
epoch 1 loss 0.06364:  18%|█▊        | 1024/5632 [05:45<23:52,  3.22it/s]
epoch 1 loss 0.06358:  18%|█▊        | 1024/5632 [05:46<23:52,  3.22it/s]
epoch 1 loss 0.06358:  18%|█▊        | 1025/5632 [05:46<23:52,  3.22it/s]
epoch 1 loss 0.06352:  18%|█▊        | 1025/5632 [05:46<23:52,  3.22it/s]
epoch 1 loss 0.06352:  18%|█▊        | 1026/5632 [05:46<23:50,  3.22it/s]
epoch 1 loss 0.06347:  18%|█▊        | 1026/5632 [05:46<23:50,  3.22it/s]
epoch 1 loss 0.06347:  18%|█▊        | 1027/5632 [05:46<23:50,  3.22it/s]
epoch 1 loss 0.06341:  18%|█▊        | 1027/5632 [05:47<23:50,  3.22it/s]
epoch 1 loss 0.06341:  18%|█▊        | 1028/5632 [05:47<23:50,  3.22it/s]
epoch 1 loss 0.06335:  18%|█▊        | 1028/5632 [05:47<23:50,  3.22it/s]
epoch 1 loss 0.06335:  18%|█▊        | 1029/5632 [05:47<23:51,  3.22it/s]
epoch 1 loss 0.06329:  18%|█▊        | 1029/5632 [05:47<23:51,  3.22it/s]
epoch 1 loss 0.06329:  18%|█▊        | 1030/5632 [05:47<23:50,  3.22it/s]
epoch 1 loss 0.06326:  18%|█▊        | 1030/5632 [05:48<23:50,  3.22it/s]
epoch 1 loss 0.06326:  18%|█▊        | 1031/5632 [05:48<23:50,  3.22it/s]
epoch 1 loss 0.06321:  18%|█▊        | 1031/5632 [05:48<23:50,  3.22it/s]
epoch 1 loss 0.06321:  18%|█▊        | 1032/5632 [05:48<23:50,  3.22it/s]
epoch 1 loss 0.06342:  18%|█▊        | 1032/5632 [05:48<23:50,  3.22it/s]
epoch 1 loss 0.06342:  18%|█▊        | 1033/5632 [05:48<23:48,  3.22it/s]
epoch 1 loss 0.06336:  18%|█▊        | 1033/5632 [05:48<23:48,  3.22it/s]
epoch 1 loss 0.06336:  18%|█▊        | 1034/5632 [05:48<23:45,  3.22it/s]
epoch 1 loss 0.0633:  18%|█▊        | 1034/5632 [05:49<23:45,  3.22it/s] 
epoch 1 loss 0.0633:  18%|█▊        | 1035/5632 [05:49<23:49,  3.22it/s]
epoch 1 loss 0.06325:  18%|█▊        | 1035/5632 [05:49<23:49,  3.22it/s]
epoch 1 loss 0.06325:  18%|█▊        | 1036/5632 [05:49<23:58,  3.20it/s]
epoch 1 loss 0.06319:  18%|█▊        | 1036/5632 [05:49<23:58,  3.20it/s]
epoch 1 loss 0.06319:  18%|█▊        | 1037/5632 [05:49<23:55,  3.20it/s]
epoch 1 loss 0.06313:  18%|█▊        | 1037/5632 [05:50<23:55,  3.20it/s]
epoch 1 loss 0.06313:  18%|█▊        | 1038/5632 [05:50<23:51,  3.21it/s]
epoch 1 loss 0.06308:  18%|█▊        | 1038/5632 [05:52<23:51,  3.21it/s]
epoch 1 loss 0.06308:  18%|█▊        | 1039/5632 [05:52<59:20,  1.29it/s]
epoch 1 loss 0.06335:  18%|█▊        | 1039/5632 [05:52<59:20,  1.29it/s]
epoch 1 loss 0.06335:  18%|█▊        | 1040/5632 [05:52<48:39,  1.57it/s]
epoch 1 loss 0.06331:  18%|█▊        | 1040/5632 [05:52<48:39,  1.57it/s]
epoch 1 loss 0.06331:  18%|█▊        | 1041/5632 [05:52<41:11,  1.86it/s]
epoch 1 loss 0.06326:  18%|█▊        | 1041/5632 [05:52<41:11,  1.86it/s]
epoch 1 loss 0.06326:  19%|█▊        | 1042/5632 [05:52<35:56,  2.13it/s]
epoch 1 loss 0.0632:  19%|█▊        | 1042/5632 [05:53<35:56,  2.13it/s] 
epoch 1 loss 0.0632:  19%|█▊        | 1043/5632 [05:53<32:18,  2.37it/s]
epoch 1 loss 0.06314:  19%|█▊        | 1043/5632 [05:53<32:18,  2.37it/s]
epoch 1 loss 0.06314:  19%|█▊        | 1044/5632 [05:53<30:28,  2.51it/s]
epoch 1 loss 0.06309:  19%|█▊        | 1044/5632 [05:53<30:28,  2.51it/s]
epoch 1 loss 0.06309:  19%|█▊        | 1045/5632 [05:53<28:25,  2.69it/s]
epoch 1 loss 0.06303:  19%|█▊        | 1045/5632 [05:54<28:25,  2.69it/s]
epoch 1 loss 0.06303:  19%|█▊        | 1046/5632 [05:54<26:59,  2.83it/s]
epoch 1 loss 0.06298:  19%|█▊        | 1046/5632 [05:54<26:59,  2.83it/s]
epoch 1 loss 0.06298:  19%|█▊        | 1047/5632 [05:54<26:00,  2.94it/s]
epoch 1 loss 0.06294:  19%|█▊        | 1047/5632 [05:54<26:00,  2.94it/s]
epoch 1 loss 0.06294:  19%|█▊        | 1048/5632 [05:54<25:17,  3.02it/s]
epoch 1 loss 0.06288:  19%|█▊        | 1048/5632 [05:55<25:17,  3.02it/s]
epoch 1 loss 0.06288:  19%|█▊        | 1049/5632 [05:55<24:48,  3.08it/s]
epoch 1 loss 0.06288:  19%|█▊        | 1049/5632 [05:55<24:48,  3.08it/s]
epoch 1 loss 0.06288:  19%|█▊        | 1050/5632 [05:55<24:27,  3.12it/s]
epoch 1 loss 0.06282:  19%|█▊        | 1050/5632 [05:55<24:27,  3.12it/s]
epoch 1 loss 0.06282:  19%|█▊        | 1051/5632 [05:55<24:14,  3.15it/s]
epoch 1 loss 0.06276:  19%|█▊        | 1051/5632 [05:56<24:14,  3.15it/s]
epoch 1 loss 0.06276:  19%|█▊        | 1052/5632 [05:56<24:04,  3.17it/s]
epoch 1 loss 0.06271:  19%|█▊        | 1052/5632 [05:56<24:04,  3.17it/s]
epoch 1 loss 0.06271:  19%|█▊        | 1053/5632 [05:56<23:57,  3.19it/s]
epoch 1 loss 0.06265:  19%|█▊        | 1053/5632 [05:56<23:57,  3.19it/s]
epoch 1 loss 0.06265:  19%|█▊        | 1054/5632 [05:56<23:51,  3.20it/s]
epoch 1 loss 0.0626:  19%|█▊        | 1054/5632 [05:57<23:51,  3.20it/s] 
epoch 1 loss 0.0626:  19%|█▊        | 1055/5632 [05:57<23:48,  3.20it/s]
epoch 1 loss 0.06255:  19%|█▊        | 1055/5632 [05:57<23:48,  3.20it/s]
epoch 1 loss 0.06255:  19%|█▉        | 1056/5632 [05:57<23:45,  3.21it/s]
epoch 1 loss 0.06249:  19%|█▉        | 1056/5632 [05:57<23:45,  3.21it/s]
epoch 1 loss 0.06249:  19%|█▉        | 1057/5632 [05:57<23:44,  3.21it/s]
epoch 1 loss 0.06243:  19%|█▉        | 1057/5632 [05:57<23:44,  3.21it/s]
epoch 1 loss 0.06243:  19%|█▉        | 1058/5632 [05:57<23:46,  3.21it/s]
epoch 1 loss 0.06237:  19%|█▉        | 1058/5632 [05:58<23:46,  3.21it/s]
epoch 1 loss 0.06237:  19%|█▉        | 1059/5632 [05:58<23:47,  3.20it/s]
epoch 1 loss 0.06232:  19%|█▉        | 1059/5632 [05:58<23:47,  3.20it/s]
epoch 1 loss 0.06232:  19%|█▉        | 1060/5632 [05:58<23:47,  3.20it/s]
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epoch 1 loss 0.06227:  19%|█▉        | 1066/5632 [06:00<23:40,  3.21it/s]
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epoch 1 loss 0.06201:  19%|█▉        | 1071/5632 [06:02<23:37,  3.22it/s]
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epoch 1 loss 0.06196:  19%|█▉        | 1072/5632 [06:02<23:37,  3.22it/s]
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epoch 1 loss 0.06159:  19%|█▉        | 1079/5632 [06:04<23:36,  3.21it/s]
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epoch 1 loss 0.0618:  19%|█▉        | 1080/5632 [06:05<23:33,  3.22it/s] 
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epoch 1 loss 0.06169:  19%|█▉        | 1082/5632 [06:05<23:30,  3.23it/s]
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epoch 1 loss 0.06175:  19%|█▉        | 1086/5632 [06:08<57:59,  1.31it/s]
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epoch 1 loss 0.06167:  19%|█▉        | 1088/5632 [06:09<40:26,  1.87it/s]
epoch 1 loss 0.06167:  19%|█▉        | 1089/5632 [06:09<35:23,  2.14it/s]
epoch 1 loss 0.06161:  19%|█▉        | 1089/5632 [06:09<35:23,  2.14it/s]
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epoch 1 loss 0.06156:  19%|█▉        | 1090/5632 [06:09<31:49,  2.38it/s]
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epoch 1 loss 0.06202:  19%|█▉        | 1091/5632 [06:10<29:20,  2.58it/s]
epoch 1 loss 0.06202:  19%|█▉        | 1092/5632 [06:10<27:34,  2.74it/s]
epoch 1 loss 0.06197:  19%|█▉        | 1092/5632 [06:10<27:34,  2.74it/s]
epoch 1 loss 0.06197:  19%|█▉        | 1093/5632 [06:10<26:18,  2.88it/s]
epoch 1 loss 0.06192:  19%|█▉        | 1093/5632 [06:10<26:18,  2.88it/s]
epoch 1 loss 0.06192:  19%|█▉        | 1094/5632 [06:10<25:25,  2.97it/s]
epoch 1 loss 0.06187:  19%|█▉        | 1094/5632 [06:11<25:25,  2.97it/s]
epoch 1 loss 0.06187:  19%|█▉        | 1095/5632 [06:11<24:55,  3.03it/s]
epoch 1 loss 0.06182:  19%|█▉        | 1095/5632 [06:11<24:55,  3.03it/s]
epoch 1 loss 0.06182:  19%|█▉        | 1096/5632 [06:11<24:31,  3.08it/s]
epoch 1 loss 0.06176:  19%|█▉        | 1096/5632 [06:11<24:31,  3.08it/s]
epoch 1 loss 0.06176:  19%|█▉        | 1097/5632 [06:11<24:13,  3.12it/s]
epoch 1 loss 0.06171:  19%|█▉        | 1097/5632 [06:11<24:13,  3.12it/s]
epoch 1 loss 0.06171:  19%|█▉        | 1098/5632 [06:11<24:01,  3.15it/s]
epoch 1 loss 0.06166:  19%|█▉        | 1098/5632 [06:12<24:01,  3.15it/s]
epoch 1 loss 0.06166:  20%|█▉        | 1099/5632 [06:12<23:53,  3.16it/s]
epoch 1 loss 0.06161:  20%|█▉        | 1099/5632 [06:12<23:53,  3.16it/s]
epoch 1 loss 0.06161:  20%|█▉        | 1100/5632 [06:12<24:08,  3.13it/s]
epoch 1 loss 0.06156:  20%|█▉        | 1100/5632 [06:12<24:08,  3.13it/s]
epoch 1 loss 0.06156:  20%|█▉        | 1101/5632 [06:12<24:02,  3.14it/s]
epoch 1 loss 0.0615:  20%|█▉        | 1101/5632 [06:13<24:02,  3.14it/s] 
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epoch 1 loss 0.06148:  20%|█▉        | 1102/5632 [06:13<23:49,  3.17it/s]
epoch 1 loss 0.06148:  20%|█▉        | 1103/5632 [06:13<23:43,  3.18it/s]
epoch 1 loss 0.06143:  20%|█▉        | 1103/5632 [06:13<23:43,  3.18it/s]
epoch 1 loss 0.06143:  20%|█▉        | 1104/5632 [06:13<23:36,  3.20it/s]
epoch 1 loss 0.06162:  20%|█▉        | 1104/5632 [06:14<23:36,  3.20it/s]
epoch 1 loss 0.06162:  20%|█▉        | 1105/5632 [06:14<23:29,  3.21it/s]
epoch 1 loss 0.06158:  20%|█▉        | 1105/5632 [06:14<23:29,  3.21it/s]
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epoch 1 loss 0.06153:  20%|█▉        | 1106/5632 [06:14<23:29,  3.21it/s]
epoch 1 loss 0.06153:  20%|█▉        | 1107/5632 [06:14<23:26,  3.22it/s]
epoch 1 loss 0.06147:  20%|█▉        | 1107/5632 [06:15<23:26,  3.22it/s]
epoch 1 loss 0.06147:  20%|█▉        | 1108/5632 [06:15<23:30,  3.21it/s]
epoch 1 loss 0.06142:  20%|█▉        | 1108/5632 [06:15<23:30,  3.21it/s]
epoch 1 loss 0.06142:  20%|█▉        | 1109/5632 [06:15<23:27,  3.21it/s]
epoch 1 loss 0.06137:  20%|█▉        | 1109/5632 [06:15<23:27,  3.21it/s]
epoch 1 loss 0.06137:  20%|█▉        | 1110/5632 [06:15<23:30,  3.21it/s]
epoch 1 loss 0.06133:  20%|█▉        | 1110/5632 [06:16<23:30,  3.21it/s]
epoch 1 loss 0.06133:  20%|█▉        | 1111/5632 [06:16<23:29,  3.21it/s]
epoch 1 loss 0.06127:  20%|█▉        | 1111/5632 [06:16<23:29,  3.21it/s]
epoch 1 loss 0.06127:  20%|█▉        | 1112/5632 [06:16<23:29,  3.21it/s]
epoch 1 loss 0.06122:  20%|█▉        | 1112/5632 [06:16<23:29,  3.21it/s]
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epoch 1 loss 0.06129:  20%|█▉        | 1114/5632 [06:17<23:24,  3.22it/s]
epoch 1 loss 0.06129:  20%|█▉        | 1115/5632 [06:17<23:23,  3.22it/s]
epoch 1 loss 0.06123:  20%|█▉        | 1115/5632 [06:17<23:23,  3.22it/s]
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epoch 1 loss 0.06093:  20%|█▉        | 1126/5632 [06:20<23:26,  3.20it/s]
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epoch 1 loss 0.06088:  20%|██        | 1127/5632 [06:21<23:31,  3.19it/s]
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epoch 1 loss 0.06119:  20%|██        | 1129/5632 [06:21<23:49,  3.15it/s]
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epoch 1 loss 0.06169:  20%|██        | 1131/5632 [06:22<23:34,  3.18it/s]
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epoch 1 loss 0.06164:  20%|██        | 1132/5632 [06:24<23:32,  3.19it/s]
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epoch 1 loss 0.0616:  20%|██        | 1133/5632 [06:24<56:00,  1.34it/s] 
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epoch 1 loss 0.06155:  20%|██        | 1135/5632 [06:24<39:19,  1.91it/s]
epoch 1 loss 0.06149:  20%|██        | 1135/5632 [06:25<39:19,  1.91it/s]
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epoch 1 loss 0.06144:  20%|██        | 1137/5632 [06:25<31:04,  2.41it/s]
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epoch 1 loss 0.06139:  20%|██        | 1138/5632 [06:25<28:44,  2.61it/s]
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epoch 1 loss 0.06134:  20%|██        | 1139/5632 [06:26<27:04,  2.77it/s]
epoch 1 loss 0.06128:  20%|██        | 1139/5632 [06:26<27:04,  2.77it/s]
epoch 1 loss 0.06128:  20%|██        | 1140/5632 [06:26<25:54,  2.89it/s]
epoch 1 loss 0.06124:  20%|██        | 1140/5632 [06:26<25:54,  2.89it/s]
epoch 1 loss 0.06124:  20%|██        | 1141/5632 [06:26<25:06,  2.98it/s]
epoch 1 loss 0.0615:  20%|██        | 1141/5632 [06:27<25:06,  2.98it/s] 
epoch 1 loss 0.0615:  20%|██        | 1142/5632 [06:27<24:32,  3.05it/s]
epoch 1 loss 0.06145:  20%|██        | 1142/5632 [06:27<24:32,  3.05it/s]
epoch 1 loss 0.06145:  20%|██        | 1143/5632 [06:27<24:09,  3.10it/s]
epoch 1 loss 0.06139:  20%|██        | 1143/5632 [06:27<24:09,  3.10it/s]
epoch 1 loss 0.06139:  20%|██        | 1144/5632 [06:27<24:00,  3.12it/s]
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epoch 1 loss 0.06134:  20%|██        | 1145/5632 [06:28<23:45,  3.15it/s]
epoch 1 loss 0.06129:  20%|██        | 1145/5632 [06:28<23:45,  3.15it/s]
epoch 1 loss 0.06129:  20%|██        | 1146/5632 [06:28<23:50,  3.14it/s]
epoch 1 loss 0.06125:  20%|██        | 1146/5632 [06:28<23:50,  3.14it/s]
epoch 1 loss 0.06125:  20%|██        | 1147/5632 [06:28<23:37,  3.16it/s]
epoch 1 loss 0.0612:  20%|██        | 1147/5632 [06:28<23:37,  3.16it/s] 
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epoch 1 loss 0.06115:  20%|██        | 1148/5632 [06:29<23:33,  3.17it/s]
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epoch 1 loss 0.0611:  20%|██        | 1149/5632 [06:29<23:27,  3.19it/s] 
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epoch 1 loss 0.06105:  20%|██        | 1150/5632 [06:29<23:23,  3.19it/s]
epoch 1 loss 0.06105:  20%|██        | 1151/5632 [06:29<23:20,  3.20it/s]
epoch 1 loss 0.061:  20%|██        | 1151/5632 [06:30<23:20,  3.20it/s]  
epoch 1 loss 0.061:  20%|██        | 1152/5632 [06:30<23:17,  3.21it/s]
epoch 1 loss 0.06095:  20%|██        | 1152/5632 [06:30<23:17,  3.21it/s]
epoch 1 loss 0.06095:  20%|██        | 1153/5632 [06:30<23:16,  3.21it/s]
epoch 1 loss 0.0609:  20%|██        | 1153/5632 [06:30<23:16,  3.21it/s] 
epoch 1 loss 0.0609:  20%|██        | 1154/5632 [06:30<23:10,  3.22it/s]
epoch 1 loss 0.06085:  20%|██        | 1154/5632 [06:31<23:10,  3.22it/s]
epoch 1 loss 0.06085:  21%|██        | 1155/5632 [06:31<23:11,  3.22it/s]
epoch 1 loss 0.0608:  21%|██        | 1155/5632 [06:31<23:11,  3.22it/s] 
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epoch 1 loss 0.06112:  21%|██        | 1156/5632 [06:31<23:10,  3.22it/s]
epoch 1 loss 0.06112:  21%|██        | 1157/5632 [06:31<23:08,  3.22it/s]
epoch 1 loss 0.06107:  21%|██        | 1157/5632 [06:32<23:08,  3.22it/s]
epoch 1 loss 0.06107:  21%|██        | 1158/5632 [06:32<23:09,  3.22it/s]
epoch 1 loss 0.06102:  21%|██        | 1158/5632 [06:32<23:09,  3.22it/s]
epoch 1 loss 0.06102:  21%|██        | 1159/5632 [06:32<23:07,  3.22it/s]
epoch 1 loss 0.06097:  21%|██        | 1159/5632 [06:32<23:07,  3.22it/s]
epoch 1 loss 0.06097:  21%|██        | 1160/5632 [06:32<23:10,  3.22it/s]
epoch 1 loss 0.06092:  21%|██        | 1160/5632 [06:33<23:10,  3.22it/s]
epoch 1 loss 0.06092:  21%|██        | 1161/5632 [06:33<23:08,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1161/5632 [06:33<23:08,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1162/5632 [06:33<23:12,  3.21it/s]
epoch 1 loss 0.06102:  21%|██        | 1162/5632 [06:33<23:12,  3.21it/s]
epoch 1 loss 0.06102:  21%|██        | 1163/5632 [06:33<23:08,  3.22it/s]
epoch 1 loss 0.06097:  21%|██        | 1163/5632 [06:33<23:08,  3.22it/s]
epoch 1 loss 0.06097:  21%|██        | 1164/5632 [06:33<23:09,  3.21it/s]
epoch 1 loss 0.06092:  21%|██        | 1164/5632 [06:34<23:09,  3.21it/s]
epoch 1 loss 0.06092:  21%|██        | 1165/5632 [06:34<23:07,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1165/5632 [06:34<23:07,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1166/5632 [06:34<23:08,  3.22it/s]
epoch 1 loss 0.06107:  21%|██        | 1166/5632 [06:34<23:08,  3.22it/s]
epoch 1 loss 0.06107:  21%|██        | 1167/5632 [06:34<23:04,  3.22it/s]
epoch 1 loss 0.06101:  21%|██        | 1167/5632 [06:35<23:04,  3.22it/s]
epoch 1 loss 0.06101:  21%|██        | 1168/5632 [06:35<23:06,  3.22it/s]
epoch 1 loss 0.06096:  21%|██        | 1168/5632 [06:35<23:06,  3.22it/s]
epoch 1 loss 0.06096:  21%|██        | 1169/5632 [06:35<23:05,  3.22it/s]
epoch 1 loss 0.06091:  21%|██        | 1169/5632 [06:35<23:05,  3.22it/s]
epoch 1 loss 0.06091:  21%|██        | 1170/5632 [06:35<23:04,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1170/5632 [06:36<23:04,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1171/5632 [06:36<23:00,  3.23it/s]
epoch 1 loss 0.06082:  21%|██        | 1171/5632 [06:36<23:00,  3.23it/s]
epoch 1 loss 0.06082:  21%|██        | 1172/5632 [06:36<23:01,  3.23it/s]
epoch 1 loss 0.06077:  21%|██        | 1172/5632 [06:36<23:01,  3.23it/s]
epoch 1 loss 0.06077:  21%|██        | 1173/5632 [06:36<23:04,  3.22it/s]
epoch 1 loss 0.06073:  21%|██        | 1173/5632 [06:37<23:04,  3.22it/s]
epoch 1 loss 0.06073:  21%|██        | 1174/5632 [06:37<23:03,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1174/5632 [06:37<23:03,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1175/5632 [06:37<23:05,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1175/5632 [06:37<23:05,  3.22it/s]
epoch 1 loss 0.06087:  21%|██        | 1176/5632 [06:37<23:21,  3.18it/s]
epoch 1 loss 0.06082:  21%|██        | 1176/5632 [06:38<23:21,  3.18it/s]
epoch 1 loss 0.06082:  21%|██        | 1177/5632 [06:38<23:13,  3.20it/s]
epoch 1 loss 0.06077:  21%|██        | 1177/5632 [06:38<23:13,  3.20it/s]
epoch 1 loss 0.06077:  21%|██        | 1178/5632 [06:38<23:10,  3.20it/s]
epoch 1 loss 0.06072:  21%|██        | 1178/5632 [06:38<23:10,  3.20it/s]
epoch 1 loss 0.06072:  21%|██        | 1179/5632 [06:38<23:10,  3.20it/s]
epoch 1 loss 0.06067:  21%|██        | 1179/5632 [06:40<23:10,  3.20it/s]
epoch 1 loss 0.06067:  21%|██        | 1180/5632 [06:40<53:28,  1.39it/s]
epoch 1 loss 0.06062:  21%|██        | 1180/5632 [06:40<53:28,  1.39it/s]
epoch 1 loss 0.06062:  21%|██        | 1181/5632 [06:40<44:22,  1.67it/s]
epoch 1 loss 0.06086:  21%|██        | 1181/5632 [06:40<44:22,  1.67it/s]
epoch 1 loss 0.06086:  21%|██        | 1182/5632 [06:40<37:54,  1.96it/s]
epoch 1 loss 0.06081:  21%|██        | 1182/5632 [06:41<37:54,  1.96it/s]
epoch 1 loss 0.06081:  21%|██        | 1183/5632 [06:41<33:26,  2.22it/s]
epoch 1 loss 0.06076:  21%|██        | 1183/5632 [06:41<33:26,  2.22it/s]
epoch 1 loss 0.06076:  21%|██        | 1184/5632 [06:41<30:19,  2.44it/s]
epoch 1 loss 0.06071:  21%|██        | 1184/5632 [06:41<30:19,  2.44it/s]
epoch 1 loss 0.06071:  21%|██        | 1185/5632 [06:41<28:08,  2.63it/s]
epoch 1 loss 0.06066:  21%|██        | 1185/5632 [06:42<28:08,  2.63it/s]
epoch 1 loss 0.06066:  21%|██        | 1186/5632 [06:42<26:37,  2.78it/s]
epoch 1 loss 0.06061:  21%|██        | 1186/5632 [06:42<26:37,  2.78it/s]
epoch 1 loss 0.06061:  21%|██        | 1187/5632 [06:42<25:32,  2.90it/s]
epoch 1 loss 0.06081:  21%|██        | 1187/5632 [06:42<25:32,  2.90it/s]
epoch 1 loss 0.06081:  21%|██        | 1188/5632 [06:42<24:47,  2.99it/s]
epoch 1 loss 0.06076:  21%|██        | 1188/5632 [06:43<24:47,  2.99it/s]
epoch 1 loss 0.06076:  21%|██        | 1189/5632 [06:43<24:15,  3.05it/s]
epoch 1 loss 0.06099:  21%|██        | 1189/5632 [06:43<24:15,  3.05it/s]
epoch 1 loss 0.06099:  21%|██        | 1190/5632 [06:43<23:54,  3.10it/s]
epoch 1 loss 0.06094:  21%|██        | 1190/5632 [06:43<23:54,  3.10it/s]
epoch 1 loss 0.06094:  21%|██        | 1191/5632 [06:43<23:37,  3.13it/s]
epoch 1 loss 0.06089:  21%|██        | 1191/5632 [06:44<23:37,  3.13it/s]
epoch 1 loss 0.06089:  21%|██        | 1192/5632 [06:44<23:26,  3.16it/s]
epoch 1 loss 0.06084:  21%|██        | 1192/5632 [06:44<23:26,  3.16it/s]
epoch 1 loss 0.06084:  21%|██        | 1193/5632 [06:44<23:17,  3.18it/s]
epoch 1 loss 0.06079:  21%|██        | 1193/5632 [06:44<23:17,  3.18it/s]
epoch 1 loss 0.06079:  21%|██        | 1194/5632 [06:44<23:22,  3.16it/s]
epoch 1 loss 0.06075:  21%|██        | 1194/5632 [06:44<23:22,  3.16it/s]
epoch 1 loss 0.06075:  21%|██        | 1195/5632 [06:44<23:13,  3.19it/s]
epoch 1 loss 0.0607:  21%|██        | 1195/5632 [06:45<23:13,  3.19it/s] 
epoch 1 loss 0.0607:  21%|██        | 1196/5632 [06:45<23:13,  3.18it/s]
epoch 1 loss 0.06066:  21%|██        | 1196/5632 [06:45<23:13,  3.18it/s]
epoch 1 loss 0.06066:  21%|██▏       | 1197/5632 [06:45<23:06,  3.20it/s]
epoch 1 loss 0.06085:  21%|██▏       | 1197/5632 [06:45<23:06,  3.20it/s]
epoch 1 loss 0.06085:  21%|██▏       | 1198/5632 [06:45<23:03,  3.20it/s]
epoch 1 loss 0.0608:  21%|██▏       | 1198/5632 [06:46<23:03,  3.20it/s] 
epoch 1 loss 0.0608:  21%|██▏       | 1199/5632 [06:46<22:59,  3.21it/s]
epoch 1 loss 0.06075:  21%|██▏       | 1199/5632 [06:46<22:59,  3.21it/s]
epoch 1 loss 0.06075:  21%|██▏       | 1200/5632 [06:46<23:03,  3.20it/s]
epoch 1 loss 0.0607:  21%|██▏       | 1200/5632 [06:46<23:03,  3.20it/s] 
epoch 1 loss 0.0607:  21%|██▏       | 1201/5632 [06:46<23:05,  3.20it/s]
epoch 1 loss 0.06065:  21%|██▏       | 1201/5632 [06:47<23:05,  3.20it/s]
epoch 1 loss 0.06065:  21%|██▏       | 1202/5632 [06:47<23:01,  3.21it/s]
epoch 1 loss 0.0606:  21%|██▏       | 1202/5632 [06:47<23:01,  3.21it/s] 
epoch 1 loss 0.0606:  21%|██▏       | 1203/5632 [06:47<23:00,  3.21it/s]
epoch 1 loss 0.06058:  21%|██▏       | 1203/5632 [06:47<23:00,  3.21it/s]
epoch 1 loss 0.06058:  21%|██▏       | 1204/5632 [06:47<22:58,  3.21it/s]
epoch 1 loss 0.06053:  21%|██▏       | 1204/5632 [06:48<22:58,  3.21it/s]
epoch 1 loss 0.06053:  21%|██▏       | 1205/5632 [06:48<22:58,  3.21it/s]
epoch 1 loss 0.06055:  21%|██▏       | 1205/5632 [06:48<22:58,  3.21it/s]
epoch 1 loss 0.06055:  21%|██▏       | 1206/5632 [06:48<22:55,  3.22it/s]
epoch 1 loss 0.0605:  21%|██▏       | 1206/5632 [06:48<22:55,  3.22it/s] 
epoch 1 loss 0.0605:  21%|██▏       | 1207/5632 [06:48<22:53,  3.22it/s]
epoch 1 loss 0.06045:  21%|██▏       | 1207/5632 [06:49<22:53,  3.22it/s]
epoch 1 loss 0.06045:  21%|██▏       | 1208/5632 [06:49<22:53,  3.22it/s]
epoch 1 loss 0.0604:  21%|██▏       | 1208/5632 [06:49<22:53,  3.22it/s] 
epoch 1 loss 0.0604:  21%|██▏       | 1209/5632 [06:49<22:52,  3.22it/s]
epoch 1 loss 0.06036:  21%|██▏       | 1209/5632 [06:49<22:52,  3.22it/s]
epoch 1 loss 0.06036:  21%|██▏       | 1210/5632 [06:49<22:52,  3.22it/s]
epoch 1 loss 0.06031:  21%|██▏       | 1210/5632 [06:49<22:52,  3.22it/s]
epoch 1 loss 0.06031:  22%|██▏       | 1211/5632 [06:49<22:51,  3.22it/s]
epoch 1 loss 0.06027:  22%|██▏       | 1211/5632 [06:50<22:51,  3.22it/s]
epoch 1 loss 0.06027:  22%|██▏       | 1212/5632 [06:50<22:53,  3.22it/s]
epoch 1 loss 0.06022:  22%|██▏       | 1212/5632 [06:50<22:53,  3.22it/s]
epoch 1 loss 0.06022:  22%|██▏       | 1213/5632 [06:50<22:52,  3.22it/s]
epoch 1 loss 0.06017:  22%|██▏       | 1213/5632 [06:50<22:52,  3.22it/s]
epoch 1 loss 0.06017:  22%|██▏       | 1214/5632 [06:50<22:52,  3.22it/s]
epoch 1 loss 0.06047:  22%|██▏       | 1214/5632 [06:51<22:52,  3.22it/s]
epoch 1 loss 0.06047:  22%|██▏       | 1215/5632 [06:51<22:51,  3.22it/s]
epoch 1 loss 0.06042:  22%|██▏       | 1215/5632 [06:51<22:51,  3.22it/s]
epoch 1 loss 0.06042:  22%|██▏       | 1216/5632 [06:51<22:51,  3.22it/s]
epoch 1 loss 0.06038:  22%|██▏       | 1216/5632 [06:51<22:51,  3.22it/s]
epoch 1 loss 0.06038:  22%|██▏       | 1217/5632 [06:51<22:50,  3.22it/s]
epoch 1 loss 0.06033:  22%|██▏       | 1217/5632 [06:52<22:50,  3.22it/s]
epoch 1 loss 0.06033:  22%|██▏       | 1218/5632 [06:52<22:49,  3.22it/s]
epoch 1 loss 0.06028:  22%|██▏       | 1218/5632 [06:52<22:49,  3.22it/s]
epoch 1 loss 0.06028:  22%|██▏       | 1219/5632 [06:52<22:49,  3.22it/s]
epoch 1 loss 0.06024:  22%|██▏       | 1219/5632 [06:52<22:49,  3.22it/s]
epoch 1 loss 0.06024:  22%|██▏       | 1220/5632 [06:52<22:54,  3.21it/s]
epoch 1 loss 0.06019:  22%|██▏       | 1220/5632 [06:53<22:54,  3.21it/s]
epoch 1 loss 0.06019:  22%|██▏       | 1221/5632 [06:53<22:53,  3.21it/s]
epoch 1 loss 0.06014:  22%|██▏       | 1221/5632 [06:53<22:53,  3.21it/s]
epoch 1 loss 0.06014:  22%|██▏       | 1222/5632 [06:53<22:50,  3.22it/s]
epoch 1 loss 0.06009:  22%|██▏       | 1222/5632 [06:53<22:50,  3.22it/s]
epoch 1 loss 0.06009:  22%|██▏       | 1223/5632 [06:53<22:50,  3.22it/s]
epoch 1 loss 0.06005:  22%|██▏       | 1223/5632 [06:53<22:50,  3.22it/s]
epoch 1 loss 0.06005:  22%|██▏       | 1224/5632 [06:54<22:51,  3.21it/s]
epoch 1 loss 0.06017:  22%|██▏       | 1224/5632 [06:54<22:51,  3.21it/s]
epoch 1 loss 0.06017:  22%|██▏       | 1225/5632 [06:54<22:48,  3.22it/s]
epoch 1 loss 0.06012:  22%|██▏       | 1225/5632 [06:54<22:48,  3.22it/s]
epoch 1 loss 0.06012:  22%|██▏       | 1226/5632 [06:54<22:43,  3.23it/s]
epoch 1 loss 0.06008:  22%|██▏       | 1226/5632 [06:56<22:43,  3.23it/s]
epoch 1 loss 0.06008:  22%|██▏       | 1227/5632 [06:56<46:56,  1.56it/s]
epoch 1 loss 0.06003:  22%|██▏       | 1227/5632 [06:56<46:56,  1.56it/s]
epoch 1 loss 0.06003:  22%|██▏       | 1228/5632 [06:56<39:39,  1.85it/s]
epoch 1 loss 0.05999:  22%|██▏       | 1228/5632 [06:56<39:39,  1.85it/s]
epoch 1 loss 0.05999:  22%|██▏       | 1229/5632 [06:56<34:35,  2.12it/s]
epoch 1 loss 0.05994:  22%|██▏       | 1229/5632 [06:56<34:35,  2.12it/s]
epoch 1 loss 0.05994:  22%|██▏       | 1230/5632 [06:56<31:01,  2.37it/s]
epoch 1 loss 0.05989:  22%|██▏       | 1230/5632 [06:57<31:01,  2.37it/s]
epoch 1 loss 0.05989:  22%|██▏       | 1231/5632 [06:57<28:33,  2.57it/s]
epoch 1 loss 0.05985:  22%|██▏       | 1231/5632 [06:57<28:33,  2.57it/s]
epoch 1 loss 0.05985:  22%|██▏       | 1232/5632 [06:57<26:48,  2.74it/s]
epoch 1 loss 0.0598:  22%|██▏       | 1232/5632 [06:57<26:48,  2.74it/s] 
epoch 1 loss 0.0598:  22%|██▏       | 1233/5632 [06:57<25:35,  2.87it/s]
epoch 1 loss 0.05976:  22%|██▏       | 1233/5632 [06:58<25:35,  2.87it/s]
epoch 1 loss 0.05976:  22%|██▏       | 1234/5632 [06:58<24:43,  2.96it/s]
epoch 1 loss 0.05971:  22%|██▏       | 1234/5632 [06:58<24:43,  2.96it/s]
epoch 1 loss 0.05971:  22%|██▏       | 1235/5632 [06:58<24:06,  3.04it/s]
epoch 1 loss 0.05967:  22%|██▏       | 1235/5632 [06:58<24:06,  3.04it/s]
epoch 1 loss 0.05967:  22%|██▏       | 1236/5632 [06:58<23:40,  3.09it/s]
epoch 1 loss 0.05963:  22%|██▏       | 1236/5632 [06:59<23:40,  3.09it/s]
epoch 1 loss 0.05963:  22%|██▏       | 1237/5632 [06:59<23:22,  3.13it/s]
epoch 1 loss 0.05974:  22%|██▏       | 1237/5632 [06:59<23:22,  3.13it/s]
epoch 1 loss 0.05974:  22%|██▏       | 1238/5632 [06:59<23:12,  3.16it/s]
epoch 1 loss 0.05969:  22%|██▏       | 1238/5632 [06:59<23:12,  3.16it/s]
epoch 1 loss 0.05969:  22%|██▏       | 1239/5632 [06:59<23:03,  3.18it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1239/5632 [07:00<23:03,  3.18it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1240/5632 [07:00<22:57,  3.19it/s]
epoch 1 loss 0.05978:  22%|██▏       | 1240/5632 [07:00<22:57,  3.19it/s]
epoch 1 loss 0.05978:  22%|██▏       | 1241/5632 [07:00<23:06,  3.17it/s]
epoch 1 loss 0.05973:  22%|██▏       | 1241/5632 [07:00<23:06,  3.17it/s]
epoch 1 loss 0.05973:  22%|██▏       | 1242/5632 [07:00<22:56,  3.19it/s]
epoch 1 loss 0.05968:  22%|██▏       | 1242/5632 [07:00<22:56,  3.19it/s]
epoch 1 loss 0.05968:  22%|██▏       | 1243/5632 [07:00<22:51,  3.20it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1243/5632 [07:01<22:51,  3.20it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1244/5632 [07:01<22:48,  3.21it/s]
epoch 1 loss 0.05959:  22%|██▏       | 1244/5632 [07:01<22:48,  3.21it/s]
epoch 1 loss 0.05959:  22%|██▏       | 1245/5632 [07:01<22:45,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1245/5632 [07:01<22:45,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1246/5632 [07:01<22:43,  3.22it/s]
epoch 1 loss 0.05951:  22%|██▏       | 1246/5632 [07:02<22:43,  3.22it/s]
epoch 1 loss 0.05951:  22%|██▏       | 1247/5632 [07:02<22:40,  3.22it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1247/5632 [07:02<22:40,  3.22it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1248/5632 [07:02<22:44,  3.21it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1248/5632 [07:02<22:44,  3.21it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1249/5632 [07:02<22:45,  3.21it/s]
epoch 1 loss 0.0596:  22%|██▏       | 1249/5632 [07:03<22:45,  3.21it/s] 
epoch 1 loss 0.0596:  22%|██▏       | 1250/5632 [07:03<22:44,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1250/5632 [07:03<22:44,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1251/5632 [07:03<22:44,  3.21it/s]
epoch 1 loss 0.05951:  22%|██▏       | 1251/5632 [07:03<22:44,  3.21it/s]
epoch 1 loss 0.05951:  22%|██▏       | 1252/5632 [07:03<22:43,  3.21it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1252/5632 [07:04<22:43,  3.21it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1253/5632 [07:04<22:41,  3.22it/s]
epoch 1 loss 0.05942:  22%|██▏       | 1253/5632 [07:04<22:41,  3.22it/s]
epoch 1 loss 0.05942:  22%|██▏       | 1254/5632 [07:04<22:43,  3.21it/s]
epoch 1 loss 0.05953:  22%|██▏       | 1254/5632 [07:04<22:43,  3.21it/s]
epoch 1 loss 0.05953:  22%|██▏       | 1255/5632 [07:04<22:42,  3.21it/s]
epoch 1 loss 0.05949:  22%|██▏       | 1255/5632 [07:05<22:42,  3.21it/s]
epoch 1 loss 0.05949:  22%|██▏       | 1256/5632 [07:05<22:43,  3.21it/s]
epoch 1 loss 0.0596:  22%|██▏       | 1256/5632 [07:05<22:43,  3.21it/s] 
epoch 1 loss 0.0596:  22%|██▏       | 1257/5632 [07:05<22:41,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1257/5632 [07:05<22:41,  3.21it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1258/5632 [07:05<22:45,  3.20it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1258/5632 [07:05<22:45,  3.20it/s]
epoch 1 loss 0.05956:  22%|██▏       | 1259/5632 [07:05<23:04,  3.16it/s]
epoch 1 loss 0.05952:  22%|██▏       | 1259/5632 [07:06<23:04,  3.16it/s]
epoch 1 loss 0.05952:  22%|██▏       | 1260/5632 [07:06<22:55,  3.18it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1260/5632 [07:06<22:55,  3.18it/s]
epoch 1 loss 0.05947:  22%|██▏       | 1261/5632 [07:06<22:51,  3.19it/s]
epoch 1 loss 0.05943:  22%|██▏       | 1261/5632 [07:06<22:51,  3.19it/s]
epoch 1 loss 0.05943:  22%|██▏       | 1262/5632 [07:06<22:51,  3.19it/s]
epoch 1 loss 0.05939:  22%|██▏       | 1262/5632 [07:07<22:51,  3.19it/s]
epoch 1 loss 0.05939:  22%|██▏       | 1263/5632 [07:07<22:40,  3.21it/s]
epoch 1 loss 0.05935:  22%|██▏       | 1263/5632 [07:07<22:40,  3.21it/s]
epoch 1 loss 0.05935:  22%|██▏       | 1264/5632 [07:07<22:41,  3.21it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1264/5632 [07:07<22:41,  3.21it/s]
epoch 1 loss 0.05964:  22%|██▏       | 1265/5632 [07:07<22:36,  3.22it/s]
epoch 1 loss 0.0596:  22%|██▏       | 1265/5632 [07:08<22:36,  3.22it/s] 
epoch 1 loss 0.0596:  22%|██▏       | 1266/5632 [07:08<22:35,  3.22it/s]
epoch 1 loss 0.05955:  22%|██▏       | 1266/5632 [07:08<22:35,  3.22it/s]
epoch 1 loss 0.05955:  22%|██▏       | 1267/5632 [07:08<22:37,  3.22it/s]
epoch 1 loss 0.05952:  22%|██▏       | 1267/5632 [07:08<22:37,  3.22it/s]
epoch 1 loss 0.05952:  23%|██▎       | 1268/5632 [07:08<22:35,  3.22it/s]
epoch 1 loss 0.05948:  23%|██▎       | 1268/5632 [07:09<22:35,  3.22it/s]
epoch 1 loss 0.05948:  23%|██▎       | 1269/5632 [07:09<22:38,  3.21it/s]
epoch 1 loss 0.05943:  23%|██▎       | 1269/5632 [07:09<22:38,  3.21it/s]
epoch 1 loss 0.05943:  23%|██▎       | 1270/5632 [07:09<22:36,  3.22it/s]
epoch 1 loss 0.0597:  23%|██▎       | 1270/5632 [07:09<22:36,  3.22it/s] 
epoch 1 loss 0.0597:  23%|██▎       | 1271/5632 [07:09<22:38,  3.21it/s]
epoch 1 loss 0.05965:  23%|██▎       | 1271/5632 [07:10<22:38,  3.21it/s]
epoch 1 loss 0.05965:  23%|██▎       | 1272/5632 [07:10<22:37,  3.21it/s]
epoch 1 loss 0.05961:  23%|██▎       | 1272/5632 [07:10<22:37,  3.21it/s]
epoch 1 loss 0.05961:  23%|██▎       | 1273/5632 [07:10<22:37,  3.21it/s]
epoch 1 loss 0.05956:  23%|██▎       | 1273/5632 [07:12<22:37,  3.21it/s]
epoch 1 loss 0.05956:  23%|██▎       | 1274/5632 [07:12<52:47,  1.38it/s]
epoch 1 loss 0.05952:  23%|██▎       | 1274/5632 [07:12<52:47,  1.38it/s]
epoch 1 loss 0.05952:  23%|██▎       | 1275/5632 [07:12<43:42,  1.66it/s]
epoch 1 loss 0.05961:  23%|██▎       | 1275/5632 [07:12<43:42,  1.66it/s]
epoch 1 loss 0.05961:  23%|██▎       | 1276/5632 [07:12<37:21,  1.94it/s]
epoch 1 loss 0.05957:  23%|██▎       | 1276/5632 [07:12<37:21,  1.94it/s]
epoch 1 loss 0.05957:  23%|██▎       | 1277/5632 [07:12<32:53,  2.21it/s]
epoch 1 loss 0.06006:  23%|██▎       | 1277/5632 [07:13<32:53,  2.21it/s]
epoch 1 loss 0.06006:  23%|██▎       | 1278/5632 [07:13<29:47,  2.44it/s]
epoch 1 loss 0.06001:  23%|██▎       | 1278/5632 [07:13<29:47,  2.44it/s]
epoch 1 loss 0.06001:  23%|██▎       | 1279/5632 [07:13<27:37,  2.63it/s]
epoch 1 loss 0.05997:  23%|██▎       | 1279/5632 [07:13<27:37,  2.63it/s]
epoch 1 loss 0.05997:  23%|██▎       | 1280/5632 [07:13<26:04,  2.78it/s]
epoch 1 loss 0.05992:  23%|██▎       | 1280/5632 [07:14<26:04,  2.78it/s]
epoch 1 loss 0.05992:  23%|██▎       | 1281/5632 [07:14<25:03,  2.89it/s]
epoch 1 loss 0.05988:  23%|██▎       | 1281/5632 [07:14<25:03,  2.89it/s]
epoch 1 loss 0.05988:  23%|██▎       | 1282/5632 [07:14<24:14,  2.99it/s]
epoch 1 loss 0.05984:  23%|██▎       | 1282/5632 [07:14<24:14,  2.99it/s]
epoch 1 loss 0.05984:  23%|██▎       | 1283/5632 [07:14<23:44,  3.05it/s]
epoch 1 loss 0.05979:  23%|██▎       | 1283/5632 [07:15<23:44,  3.05it/s]
epoch 1 loss 0.05979:  23%|██▎       | 1284/5632 [07:15<23:20,  3.10it/s]
epoch 1 loss 0.05975:  23%|██▎       | 1284/5632 [07:15<23:20,  3.10it/s]
epoch 1 loss 0.05975:  23%|██▎       | 1285/5632 [07:15<23:06,  3.14it/s]
epoch 1 loss 0.05971:  23%|██▎       | 1285/5632 [07:15<23:06,  3.14it/s]
epoch 1 loss 0.05971:  23%|██▎       | 1286/5632 [07:15<22:55,  3.16it/s]
epoch 1 loss 0.05966:  23%|██▎       | 1286/5632 [07:16<22:55,  3.16it/s]
epoch 1 loss 0.05966:  23%|██▎       | 1287/5632 [07:16<22:47,  3.18it/s]
epoch 1 loss 0.05962:  23%|██▎       | 1287/5632 [07:16<22:47,  3.18it/s]
epoch 1 loss 0.05962:  23%|██▎       | 1288/5632 [07:16<22:42,  3.19it/s]
epoch 1 loss 0.05958:  23%|██▎       | 1288/5632 [07:16<22:42,  3.19it/s]
epoch 1 loss 0.05958:  23%|██▎       | 1289/5632 [07:16<22:37,  3.20it/s]
epoch 1 loss 0.05953:  23%|██▎       | 1289/5632 [07:17<22:37,  3.20it/s]
epoch 1 loss 0.05953:  23%|██▎       | 1290/5632 [07:17<22:35,  3.20it/s]
epoch 1 loss 0.05949:  23%|██▎       | 1290/5632 [07:17<22:35,  3.20it/s]
epoch 1 loss 0.05949:  23%|██▎       | 1291/5632 [07:17<22:31,  3.21it/s]
epoch 1 loss 0.05945:  23%|██▎       | 1291/5632 [07:17<22:31,  3.21it/s]
epoch 1 loss 0.05945:  23%|██▎       | 1292/5632 [07:17<22:31,  3.21it/s]
epoch 1 loss 0.05941:  23%|██▎       | 1292/5632 [07:17<22:31,  3.21it/s]
epoch 1 loss 0.05941:  23%|██▎       | 1293/5632 [07:17<22:29,  3.22it/s]
epoch 1 loss 0.05936:  23%|██▎       | 1293/5632 [07:18<22:29,  3.22it/s]
epoch 1 loss 0.05936:  23%|██▎       | 1294/5632 [07:18<22:27,  3.22it/s]
epoch 1 loss 0.0594:  23%|██▎       | 1294/5632 [07:18<22:27,  3.22it/s] 
epoch 1 loss 0.0594:  23%|██▎       | 1295/5632 [07:18<22:28,  3.22it/s]
epoch 1 loss 0.05935:  23%|██▎       | 1295/5632 [07:18<22:28,  3.22it/s]
epoch 1 loss 0.05935:  23%|██▎       | 1296/5632 [07:18<22:28,  3.22it/s]
epoch 1 loss 0.05931:  23%|██▎       | 1296/5632 [07:19<22:28,  3.22it/s]
epoch 1 loss 0.05931:  23%|██▎       | 1297/5632 [07:19<22:26,  3.22it/s]
epoch 1 loss 0.05926:  23%|██▎       | 1297/5632 [07:19<22:26,  3.22it/s]
epoch 1 loss 0.05926:  23%|██▎       | 1298/5632 [07:19<22:26,  3.22it/s]
epoch 1 loss 0.05922:  23%|██▎       | 1298/5632 [07:19<22:26,  3.22it/s]
epoch 1 loss 0.05922:  23%|██▎       | 1299/5632 [07:19<22:24,  3.22it/s]
epoch 1 loss 0.05918:  23%|██▎       | 1299/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.05918:  23%|██▎       | 1300/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.05928:  23%|██▎       | 1300/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.05928:  23%|██▎       | 1301/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.05924:  23%|██▎       | 1301/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.05924:  23%|██▎       | 1302/5632 [07:20<22:24,  3.22it/s]
epoch 1 loss 0.0592:  23%|██▎       | 1302/5632 [07:21<22:24,  3.22it/s] 
epoch 1 loss 0.0592:  23%|██▎       | 1303/5632 [07:21<22:22,  3.22it/s]
epoch 1 loss 0.05916:  23%|██▎       | 1303/5632 [07:21<22:22,  3.22it/s]
epoch 1 loss 0.05916:  23%|██▎       | 1304/5632 [07:21<22:24,  3.22it/s]
epoch 1 loss 0.05911:  23%|██▎       | 1304/5632 [07:21<22:24,  3.22it/s]
epoch 1 loss 0.05911:  23%|██▎       | 1305/5632 [07:21<22:24,  3.22it/s]
epoch 1 loss 0.05907:  23%|██▎       | 1305/5632 [07:21<22:24,  3.22it/s]
epoch 1 loss 0.05907:  23%|██▎       | 1306/5632 [07:21<22:23,  3.22it/s]
epoch 1 loss 0.05902:  23%|██▎       | 1306/5632 [07:22<22:23,  3.22it/s]
epoch 1 loss 0.05902:  23%|██▎       | 1307/5632 [07:22<22:22,  3.22it/s]
epoch 1 loss 0.05899:  23%|██▎       | 1307/5632 [07:22<22:22,  3.22it/s]
epoch 1 loss 0.05899:  23%|██▎       | 1308/5632 [07:22<22:21,  3.22it/s]
epoch 1 loss 0.05894:  23%|██▎       | 1308/5632 [07:22<22:21,  3.22it/s]
epoch 1 loss 0.05894:  23%|██▎       | 1309/5632 [07:22<22:20,  3.22it/s]
epoch 1 loss 0.0589:  23%|██▎       | 1309/5632 [07:23<22:20,  3.22it/s] 
epoch 1 loss 0.0589:  23%|██▎       | 1310/5632 [07:23<22:20,  3.22it/s]
epoch 1 loss 0.05886:  23%|██▎       | 1310/5632 [07:23<22:20,  3.22it/s]
epoch 1 loss 0.05886:  23%|██▎       | 1311/5632 [07:23<22:21,  3.22it/s]
epoch 1 loss 0.05881:  23%|██▎       | 1311/5632 [07:23<22:21,  3.22it/s]
epoch 1 loss 0.05881:  23%|██▎       | 1312/5632 [07:23<22:19,  3.22it/s]
epoch 1 loss 0.05877:  23%|██▎       | 1312/5632 [07:24<22:19,  3.22it/s]
epoch 1 loss 0.05877:  23%|██▎       | 1313/5632 [07:24<22:20,  3.22it/s]
epoch 1 loss 0.05873:  23%|██▎       | 1313/5632 [07:24<22:20,  3.22it/s]
epoch 1 loss 0.05873:  23%|██▎       | 1314/5632 [07:24<22:18,  3.23it/s]
epoch 1 loss 0.05868:  23%|██▎       | 1314/5632 [07:24<22:18,  3.23it/s]
epoch 1 loss 0.05868:  23%|██▎       | 1315/5632 [07:24<22:19,  3.22it/s]
epoch 1 loss 0.05864:  23%|██▎       | 1315/5632 [07:25<22:19,  3.22it/s]
epoch 1 loss 0.05864:  23%|██▎       | 1316/5632 [07:25<22:18,  3.22it/s]
epoch 1 loss 0.0586:  23%|██▎       | 1316/5632 [07:25<22:18,  3.22it/s] 
epoch 1 loss 0.0586:  23%|██▎       | 1317/5632 [07:25<22:18,  3.22it/s]
epoch 1 loss 0.05856:  23%|██▎       | 1317/5632 [07:25<22:18,  3.22it/s]
epoch 1 loss 0.05856:  23%|██▎       | 1318/5632 [07:25<22:17,  3.23it/s]
epoch 1 loss 0.05851:  23%|██▎       | 1318/5632 [07:26<22:17,  3.23it/s]
epoch 1 loss 0.05851:  23%|██▎       | 1319/5632 [07:26<22:18,  3.22it/s]
epoch 1 loss 0.05847:  23%|██▎       | 1319/5632 [07:26<22:18,  3.22it/s]
epoch 1 loss 0.05847:  23%|██▎       | 1320/5632 [07:26<22:19,  3.22it/s]
epoch 1 loss 0.05843:  23%|██▎       | 1320/5632 [07:27<22:19,  3.22it/s]
epoch 1 loss 0.05843:  23%|██▎       | 1321/5632 [07:27<48:06,  1.49it/s]
epoch 1 loss 0.05839:  23%|██▎       | 1321/5632 [07:28<48:06,  1.49it/s]
epoch 1 loss 0.05839:  23%|██▎       | 1322/5632 [07:28<40:21,  1.78it/s]
epoch 1 loss 0.05834:  23%|██▎       | 1322/5632 [07:28<40:21,  1.78it/s]
epoch 1 loss 0.05834:  23%|██▎       | 1323/5632 [07:28<34:56,  2.06it/s]
epoch 1 loss 0.0583:  23%|██▎       | 1323/5632 [07:28<34:56,  2.06it/s] 
epoch 1 loss 0.0583:  24%|██▎       | 1324/5632 [07:28<31:08,  2.31it/s]
epoch 1 loss 0.05826:  24%|██▎       | 1324/5632 [07:29<31:08,  2.31it/s]
epoch 1 loss 0.05826:  24%|██▎       | 1325/5632 [07:29<28:28,  2.52it/s]
epoch 1 loss 0.05822:  24%|██▎       | 1325/5632 [07:29<28:28,  2.52it/s]
epoch 1 loss 0.05822:  24%|██▎       | 1326/5632 [07:29<26:37,  2.70it/s]
epoch 1 loss 0.05818:  24%|██▎       | 1326/5632 [07:29<26:37,  2.70it/s]
epoch 1 loss 0.05818:  24%|██▎       | 1327/5632 [07:29<25:19,  2.83it/s]
epoch 1 loss 0.05813:  24%|██▎       | 1327/5632 [07:29<25:19,  2.83it/s]
epoch 1 loss 0.05813:  24%|██▎       | 1328/5632 [07:30<24:23,  2.94it/s]
epoch 1 loss 0.05809:  24%|██▎       | 1328/5632 [07:30<24:23,  2.94it/s]
epoch 1 loss 0.05809:  24%|██▎       | 1329/5632 [07:30<23:46,  3.02it/s]
epoch 1 loss 0.05805:  24%|██▎       | 1329/5632 [07:30<23:46,  3.02it/s]
epoch 1 loss 0.05805:  24%|██▎       | 1330/5632 [07:30<23:17,  3.08it/s]
epoch 1 loss 0.058:  24%|██▎       | 1330/5632 [07:30<23:17,  3.08it/s]  
epoch 1 loss 0.058:  24%|██▎       | 1331/5632 [07:30<22:58,  3.12it/s]
epoch 1 loss 0.05796:  24%|██▎       | 1331/5632 [07:31<22:58,  3.12it/s]
epoch 1 loss 0.05796:  24%|██▎       | 1332/5632 [07:31<22:43,  3.15it/s]
epoch 1 loss 0.05792:  24%|██▎       | 1332/5632 [07:31<22:43,  3.15it/s]
epoch 1 loss 0.05792:  24%|██▎       | 1333/5632 [07:31<22:35,  3.17it/s]
epoch 1 loss 0.05788:  24%|██▎       | 1333/5632 [07:31<22:35,  3.17it/s]
epoch 1 loss 0.05788:  24%|██▎       | 1334/5632 [07:31<22:28,  3.19it/s]
epoch 1 loss 0.058:  24%|██▎       | 1334/5632 [07:32<22:28,  3.19it/s]  
epoch 1 loss 0.058:  24%|██▎       | 1335/5632 [07:32<22:25,  3.19it/s]
epoch 1 loss 0.05796:  24%|██▎       | 1335/5632 [07:32<22:25,  3.19it/s]
epoch 1 loss 0.05796:  24%|██▎       | 1336/5632 [07:32<22:23,  3.20it/s]
epoch 1 loss 0.05791:  24%|██▎       | 1336/5632 [07:32<22:23,  3.20it/s]
epoch 1 loss 0.05791:  24%|██▎       | 1337/5632 [07:32<22:18,  3.21it/s]
epoch 1 loss 0.05787:  24%|██▎       | 1337/5632 [07:33<22:18,  3.21it/s]
epoch 1 loss 0.05787:  24%|██▍       | 1338/5632 [07:33<22:20,  3.20it/s]
epoch 1 loss 0.058:  24%|██▍       | 1338/5632 [07:33<22:20,  3.20it/s]  
epoch 1 loss 0.058:  24%|██▍       | 1339/5632 [07:33<22:17,  3.21it/s]
epoch 1 loss 0.05806:  24%|██▍       | 1339/5632 [07:33<22:17,  3.21it/s]
epoch 1 loss 0.05806:  24%|██▍       | 1340/5632 [07:33<22:15,  3.21it/s]
epoch 1 loss 0.05802:  24%|██▍       | 1340/5632 [07:34<22:15,  3.21it/s]
epoch 1 loss 0.05802:  24%|██▍       | 1341/5632 [07:34<22:13,  3.22it/s]
epoch 1 loss 0.05798:  24%|██▍       | 1341/5632 [07:34<22:13,  3.22it/s]
epoch 1 loss 0.05798:  24%|██▍       | 1342/5632 [07:34<22:12,  3.22it/s]
epoch 1 loss 0.05817:  24%|██▍       | 1342/5632 [07:34<22:12,  3.22it/s]
epoch 1 loss 0.05817:  24%|██▍       | 1343/5632 [07:34<22:12,  3.22it/s]
epoch 1 loss 0.05812:  24%|██▍       | 1343/5632 [07:34<22:12,  3.22it/s]
epoch 1 loss 0.05812:  24%|██▍       | 1344/5632 [07:34<22:13,  3.22it/s]
epoch 1 loss 0.05808:  24%|██▍       | 1344/5632 [07:35<22:13,  3.22it/s]
epoch 1 loss 0.05808:  24%|██▍       | 1345/5632 [07:35<22:10,  3.22it/s]
epoch 1 loss 0.05804:  24%|██▍       | 1345/5632 [07:35<22:10,  3.22it/s]
epoch 1 loss 0.05804:  24%|██▍       | 1346/5632 [07:35<22:09,  3.22it/s]
epoch 1 loss 0.0582:  24%|██▍       | 1346/5632 [07:35<22:09,  3.22it/s] 
epoch 1 loss 0.0582:  24%|██▍       | 1347/5632 [07:35<22:12,  3.22it/s]
epoch 1 loss 0.05852:  24%|██▍       | 1347/5632 [07:36<22:12,  3.22it/s]
epoch 1 loss 0.05852:  24%|██▍       | 1348/5632 [07:36<22:09,  3.22it/s]
epoch 1 loss 0.05848:  24%|██▍       | 1348/5632 [07:36<22:09,  3.22it/s]
epoch 1 loss 0.05848:  24%|██▍       | 1349/5632 [07:36<22:10,  3.22it/s]
epoch 1 loss 0.05844:  24%|██▍       | 1349/5632 [07:36<22:10,  3.22it/s]
epoch 1 loss 0.05844:  24%|██▍       | 1350/5632 [07:36<22:08,  3.22it/s]
epoch 1 loss 0.0584:  24%|██▍       | 1350/5632 [07:37<22:08,  3.22it/s] 
epoch 1 loss 0.0584:  24%|██▍       | 1351/5632 [07:37<22:07,  3.23it/s]
epoch 1 loss 0.05837:  24%|██▍       | 1351/5632 [07:37<22:07,  3.23it/s]
epoch 1 loss 0.05837:  24%|██▍       | 1352/5632 [07:37<22:07,  3.23it/s]
epoch 1 loss 0.05833:  24%|██▍       | 1352/5632 [07:37<22:07,  3.23it/s]
epoch 1 loss 0.05833:  24%|██▍       | 1353/5632 [07:37<22:06,  3.23it/s]
epoch 1 loss 0.05837:  24%|██▍       | 1353/5632 [07:38<22:06,  3.23it/s]
epoch 1 loss 0.05837:  24%|██▍       | 1354/5632 [07:38<22:05,  3.23it/s]
epoch 1 loss 0.05832:  24%|██▍       | 1354/5632 [07:38<22:05,  3.23it/s]
epoch 1 loss 0.05832:  24%|██▍       | 1355/5632 [07:38<22:06,  3.22it/s]
epoch 1 loss 0.05828:  24%|██▍       | 1355/5632 [07:38<22:06,  3.22it/s]
epoch 1 loss 0.05828:  24%|██▍       | 1356/5632 [07:38<22:07,  3.22it/s]
epoch 1 loss 0.05824:  24%|██▍       | 1356/5632 [07:38<22:07,  3.22it/s]
epoch 1 loss 0.05824:  24%|██▍       | 1357/5632 [07:39<22:04,  3.23it/s]
epoch 1 loss 0.0582:  24%|██▍       | 1357/5632 [07:39<22:04,  3.23it/s] 
epoch 1 loss 0.0582:  24%|██▍       | 1358/5632 [07:39<22:04,  3.23it/s]
epoch 1 loss 0.05816:  24%|██▍       | 1358/5632 [07:39<22:04,  3.23it/s]
epoch 1 loss 0.05816:  24%|██▍       | 1359/5632 [07:39<22:05,  3.22it/s]
epoch 1 loss 0.05812:  24%|██▍       | 1359/5632 [07:39<22:05,  3.22it/s]
epoch 1 loss 0.05812:  24%|██▍       | 1360/5632 [07:39<22:02,  3.23it/s]
epoch 1 loss 0.05808:  24%|██▍       | 1360/5632 [07:40<22:02,  3.23it/s]
epoch 1 loss 0.05808:  24%|██▍       | 1361/5632 [07:40<22:03,  3.23it/s]
epoch 1 loss 0.05804:  24%|██▍       | 1361/5632 [07:40<22:03,  3.23it/s]
epoch 1 loss 0.05804:  24%|██▍       | 1362/5632 [07:40<22:02,  3.23it/s]
epoch 1 loss 0.058:  24%|██▍       | 1362/5632 [07:40<22:02,  3.23it/s]  
epoch 1 loss 0.058:  24%|██▍       | 1363/5632 [07:40<22:02,  3.23it/s]
epoch 1 loss 0.05795:  24%|██▍       | 1363/5632 [07:41<22:02,  3.23it/s]
epoch 1 loss 0.05795:  24%|██▍       | 1364/5632 [07:41<22:02,  3.23it/s]
epoch 1 loss 0.05817:  24%|██▍       | 1364/5632 [07:41<22:02,  3.23it/s]
epoch 1 loss 0.05817:  24%|██▍       | 1365/5632 [07:41<22:01,  3.23it/s]
epoch 1 loss 0.05819:  24%|██▍       | 1365/5632 [07:41<22:01,  3.23it/s]
epoch 1 loss 0.05819:  24%|██▍       | 1366/5632 [07:41<22:01,  3.23it/s]
epoch 1 loss 0.05815:  24%|██▍       | 1366/5632 [07:42<22:01,  3.23it/s]
epoch 1 loss 0.05815:  24%|██▍       | 1367/5632 [07:42<22:03,  3.22it/s]
epoch 1 loss 0.05811:  24%|██▍       | 1367/5632 [07:43<22:03,  3.22it/s]
epoch 1 loss 0.05811:  24%|██▍       | 1368/5632 [07:43<54:01,  1.32it/s]
epoch 1 loss 0.05807:  24%|██▍       | 1368/5632 [07:44<54:01,  1.32it/s]
epoch 1 loss 0.05807:  24%|██▍       | 1369/5632 [07:44<44:27,  1.60it/s]
epoch 1 loss 0.05803:  24%|██▍       | 1369/5632 [07:44<44:27,  1.60it/s]
epoch 1 loss 0.05803:  24%|██▍       | 1370/5632 [07:44<37:44,  1.88it/s]
epoch 1 loss 0.05815:  24%|██▍       | 1370/5632 [07:44<37:44,  1.88it/s]
epoch 1 loss 0.05815:  24%|██▍       | 1371/5632 [07:44<33:10,  2.14it/s]
epoch 1 loss 0.0581:  24%|██▍       | 1371/5632 [07:45<33:10,  2.14it/s] 
epoch 1 loss 0.0581:  24%|██▍       | 1372/5632 [07:45<29:43,  2.39it/s]
epoch 1 loss 0.05838:  24%|██▍       | 1372/5632 [07:45<29:43,  2.39it/s]
epoch 1 loss 0.05838:  24%|██▍       | 1373/5632 [07:45<27:25,  2.59it/s]
epoch 1 loss 0.05834:  24%|██▍       | 1373/5632 [07:45<27:25,  2.59it/s]
epoch 1 loss 0.05834:  24%|██▍       | 1374/5632 [07:45<25:48,  2.75it/s]
epoch 1 loss 0.0583:  24%|██▍       | 1374/5632 [07:46<25:48,  2.75it/s] 
epoch 1 loss 0.0583:  24%|██▍       | 1375/5632 [07:46<24:39,  2.88it/s]
epoch 1 loss 0.05826:  24%|██▍       | 1375/5632 [07:46<24:39,  2.88it/s]
epoch 1 loss 0.05826:  24%|██▍       | 1376/5632 [07:46<23:49,  2.98it/s]
epoch 1 loss 0.05835:  24%|██▍       | 1376/5632 [07:46<23:49,  2.98it/s]
epoch 1 loss 0.05835:  24%|██▍       | 1377/5632 [07:46<23:16,  3.05it/s]
epoch 1 loss 0.05866:  24%|██▍       | 1377/5632 [07:47<23:16,  3.05it/s]
epoch 1 loss 0.05866:  24%|██▍       | 1378/5632 [07:47<22:52,  3.10it/s]
epoch 1 loss 0.05862:  24%|██▍       | 1378/5632 [07:47<22:52,  3.10it/s]
epoch 1 loss 0.05862:  24%|██▍       | 1379/5632 [07:47<22:37,  3.13it/s]
epoch 1 loss 0.05859:  24%|██▍       | 1379/5632 [07:47<22:37,  3.13it/s]
epoch 1 loss 0.05859:  25%|██▍       | 1380/5632 [07:47<22:27,  3.15it/s]
epoch 1 loss 0.05855:  25%|██▍       | 1380/5632 [07:47<22:27,  3.15it/s]
epoch 1 loss 0.05855:  25%|██▍       | 1381/5632 [07:47<22:18,  3.18it/s]
epoch 1 loss 0.05851:  25%|██▍       | 1381/5632 [07:48<22:18,  3.18it/s]
epoch 1 loss 0.05851:  25%|██▍       | 1382/5632 [07:48<22:11,  3.19it/s]
epoch 1 loss 0.05847:  25%|██▍       | 1382/5632 [07:48<22:11,  3.19it/s]
epoch 1 loss 0.05847:  25%|██▍       | 1383/5632 [07:48<22:08,  3.20it/s]
epoch 1 loss 0.05865:  25%|██▍       | 1383/5632 [07:48<22:08,  3.20it/s]
epoch 1 loss 0.05865:  25%|██▍       | 1384/5632 [07:48<22:03,  3.21it/s]
epoch 1 loss 0.05861:  25%|██▍       | 1384/5632 [07:49<22:03,  3.21it/s]
epoch 1 loss 0.05861:  25%|██▍       | 1385/5632 [07:49<22:02,  3.21it/s]
epoch 1 loss 0.05857:  25%|██▍       | 1385/5632 [07:49<22:02,  3.21it/s]
epoch 1 loss 0.05857:  25%|██▍       | 1386/5632 [07:49<21:59,  3.22it/s]
epoch 1 loss 0.05853:  25%|██▍       | 1386/5632 [07:49<21:59,  3.22it/s]
epoch 1 loss 0.05853:  25%|██▍       | 1387/5632 [07:49<21:59,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▍       | 1387/5632 [07:50<21:59,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▍       | 1388/5632 [07:50<21:59,  3.22it/s]
epoch 1 loss 0.05845:  25%|██▍       | 1388/5632 [07:50<21:59,  3.22it/s]
epoch 1 loss 0.05845:  25%|██▍       | 1389/5632 [07:50<21:56,  3.22it/s]
epoch 1 loss 0.0585:  25%|██▍       | 1389/5632 [07:50<21:56,  3.22it/s] 
epoch 1 loss 0.0585:  25%|██▍       | 1390/5632 [07:50<21:53,  3.23it/s]
epoch 1 loss 0.05847:  25%|██▍       | 1390/5632 [07:51<21:53,  3.23it/s]
epoch 1 loss 0.05847:  25%|██▍       | 1391/5632 [07:51<21:57,  3.22it/s]
epoch 1 loss 0.05843:  25%|██▍       | 1391/5632 [07:51<21:57,  3.22it/s]
epoch 1 loss 0.05843:  25%|██▍       | 1392/5632 [07:51<21:57,  3.22it/s]
epoch 1 loss 0.0584:  25%|██▍       | 1392/5632 [07:51<21:57,  3.22it/s] 
epoch 1 loss 0.0584:  25%|██▍       | 1393/5632 [07:51<21:54,  3.22it/s]
epoch 1 loss 0.05846:  25%|██▍       | 1393/5632 [07:51<21:54,  3.22it/s]
epoch 1 loss 0.05846:  25%|██▍       | 1394/5632 [07:51<21:51,  3.23it/s]
epoch 1 loss 0.05842:  25%|██▍       | 1394/5632 [07:52<21:51,  3.23it/s]
epoch 1 loss 0.05842:  25%|██▍       | 1395/5632 [07:52<21:52,  3.23it/s]
epoch 1 loss 0.05848:  25%|██▍       | 1395/5632 [07:52<21:52,  3.23it/s]
epoch 1 loss 0.05848:  25%|██▍       | 1396/5632 [07:52<21:52,  3.23it/s]
epoch 1 loss 0.05844:  25%|██▍       | 1396/5632 [07:52<21:52,  3.23it/s]
epoch 1 loss 0.05844:  25%|██▍       | 1397/5632 [07:52<21:54,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▍       | 1397/5632 [07:53<21:54,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▍       | 1398/5632 [07:53<21:59,  3.21it/s]
epoch 1 loss 0.05858:  25%|██▍       | 1398/5632 [07:53<21:59,  3.21it/s]
epoch 1 loss 0.05858:  25%|██▍       | 1399/5632 [07:53<21:57,  3.21it/s]
epoch 1 loss 0.05855:  25%|██▍       | 1399/5632 [07:53<21:57,  3.21it/s]
epoch 1 loss 0.05855:  25%|██▍       | 1400/5632 [07:53<21:54,  3.22it/s]
epoch 1 loss 0.05851:  25%|██▍       | 1400/5632 [07:54<21:54,  3.22it/s]
epoch 1 loss 0.05851:  25%|██▍       | 1401/5632 [07:54<21:54,  3.22it/s]
epoch 1 loss 0.05889:  25%|██▍       | 1401/5632 [07:54<21:54,  3.22it/s]
epoch 1 loss 0.05889:  25%|██▍       | 1402/5632 [07:54<21:52,  3.22it/s]
epoch 1 loss 0.05885:  25%|██▍       | 1402/5632 [07:54<21:52,  3.22it/s]
epoch 1 loss 0.05885:  25%|██▍       | 1403/5632 [07:54<21:52,  3.22it/s]
epoch 1 loss 0.05881:  25%|██▍       | 1403/5632 [07:55<21:52,  3.22it/s]
epoch 1 loss 0.05881:  25%|██▍       | 1404/5632 [07:55<21:51,  3.22it/s]
epoch 1 loss 0.05879:  25%|██▍       | 1404/5632 [07:55<21:51,  3.22it/s]
epoch 1 loss 0.05879:  25%|██▍       | 1405/5632 [07:55<21:48,  3.23it/s]
epoch 1 loss 0.05877:  25%|██▍       | 1405/5632 [07:55<21:48,  3.23it/s]
epoch 1 loss 0.05877:  25%|██▍       | 1406/5632 [07:55<21:50,  3.23it/s]
epoch 1 loss 0.05876:  25%|██▍       | 1406/5632 [07:56<21:50,  3.23it/s]
epoch 1 loss 0.05876:  25%|██▍       | 1407/5632 [07:56<21:51,  3.22it/s]
epoch 1 loss 0.05873:  25%|██▍       | 1407/5632 [07:56<21:51,  3.22it/s]
epoch 1 loss 0.05873:  25%|██▌       | 1408/5632 [07:56<21:52,  3.22it/s]
epoch 1 loss 0.05869:  25%|██▌       | 1408/5632 [07:56<21:52,  3.22it/s]
epoch 1 loss 0.05869:  25%|██▌       | 1409/5632 [07:56<21:51,  3.22it/s]
epoch 1 loss 0.05865:  25%|██▌       | 1409/5632 [07:56<21:51,  3.22it/s]
epoch 1 loss 0.05865:  25%|██▌       | 1410/5632 [07:56<21:51,  3.22it/s]
epoch 1 loss 0.05861:  25%|██▌       | 1410/5632 [07:57<21:51,  3.22it/s]
epoch 1 loss 0.05861:  25%|██▌       | 1411/5632 [07:57<21:51,  3.22it/s]
epoch 1 loss 0.05857:  25%|██▌       | 1411/5632 [07:57<21:51,  3.22it/s]
epoch 1 loss 0.05857:  25%|██▌       | 1412/5632 [07:57<21:48,  3.22it/s]
epoch 1 loss 0.05853:  25%|██▌       | 1412/5632 [07:57<21:48,  3.22it/s]
epoch 1 loss 0.05853:  25%|██▌       | 1413/5632 [07:57<21:48,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▌       | 1413/5632 [07:58<21:48,  3.22it/s]
epoch 1 loss 0.05849:  25%|██▌       | 1414/5632 [07:58<21:48,  3.22it/s]
epoch 1 loss 0.05845:  25%|██▌       | 1414/5632 [07:59<21:48,  3.22it/s]
epoch 1 loss 0.05845:  25%|██▌       | 1415/5632 [07:59<44:55,  1.56it/s]
epoch 1 loss 0.05841:  25%|██▌       | 1415/5632 [07:59<44:55,  1.56it/s]
epoch 1 loss 0.05841:  25%|██▌       | 1416/5632 [07:59<38:35,  1.82it/s]
epoch 1 loss 0.05837:  25%|██▌       | 1416/5632 [08:00<38:35,  1.82it/s]
epoch 1 loss 0.05837:  25%|██▌       | 1417/5632 [08:00<33:35,  2.09it/s]
epoch 1 loss 0.05847:  25%|██▌       | 1417/5632 [08:00<33:35,  2.09it/s]
epoch 1 loss 0.05847:  25%|██▌       | 1418/5632 [08:00<30:06,  2.33it/s]
epoch 1 loss 0.05844:  25%|██▌       | 1418/5632 [08:00<30:06,  2.33it/s]
epoch 1 loss 0.05844:  25%|██▌       | 1419/5632 [08:00<27:43,  2.53it/s]
epoch 1 loss 0.0584:  25%|██▌       | 1419/5632 [08:01<27:43,  2.53it/s] 
epoch 1 loss 0.0584:  25%|██▌       | 1420/5632 [08:01<25:59,  2.70it/s]
epoch 1 loss 0.05836:  25%|██▌       | 1420/5632 [08:01<25:59,  2.70it/s]
epoch 1 loss 0.05836:  25%|██▌       | 1421/5632 [08:01<24:50,  2.82it/s]
epoch 1 loss 0.05832:  25%|██▌       | 1421/5632 [08:01<24:50,  2.82it/s]
epoch 1 loss 0.05832:  25%|██▌       | 1422/5632 [08:01<24:02,  2.92it/s]
epoch 1 loss 0.05828:  25%|██▌       | 1422/5632 [08:02<24:02,  2.92it/s]
epoch 1 loss 0.05828:  25%|██▌       | 1423/5632 [08:02<23:24,  3.00it/s]
epoch 1 loss 0.05824:  25%|██▌       | 1423/5632 [08:02<23:24,  3.00it/s]
epoch 1 loss 0.05824:  25%|██▌       | 1424/5632 [08:02<22:55,  3.06it/s]
epoch 1 loss 0.05821:  25%|██▌       | 1424/5632 [08:02<22:55,  3.06it/s]
epoch 1 loss 0.05821:  25%|██▌       | 1425/5632 [08:02<22:34,  3.10it/s]
epoch 1 loss 0.05817:  25%|██▌       | 1425/5632 [08:03<22:34,  3.10it/s]
epoch 1 loss 0.05817:  25%|██▌       | 1426/5632 [08:03<22:19,  3.14it/s]
epoch 1 loss 0.05814:  25%|██▌       | 1426/5632 [08:03<22:19,  3.14it/s]
epoch 1 loss 0.05814:  25%|██▌       | 1427/5632 [08:03<22:10,  3.16it/s]
epoch 1 loss 0.0581:  25%|██▌       | 1427/5632 [08:03<22:10,  3.16it/s] 
epoch 1 loss 0.0581:  25%|██▌       | 1428/5632 [08:03<22:04,  3.17it/s]
epoch 1 loss 0.05806:  25%|██▌       | 1428/5632 [08:03<22:04,  3.17it/s]
epoch 1 loss 0.05806:  25%|██▌       | 1429/5632 [08:04<21:56,  3.19it/s]
epoch 1 loss 0.05802:  25%|██▌       | 1429/5632 [08:04<21:56,  3.19it/s]
epoch 1 loss 0.05802:  25%|██▌       | 1430/5632 [08:04<21:53,  3.20it/s]
epoch 1 loss 0.05798:  25%|██▌       | 1430/5632 [08:04<21:53,  3.20it/s]
epoch 1 loss 0.05798:  25%|██▌       | 1431/5632 [08:04<21:51,  3.20it/s]
epoch 1 loss 0.05795:  25%|██▌       | 1431/5632 [08:04<21:51,  3.20it/s]
epoch 1 loss 0.05795:  25%|██▌       | 1432/5632 [08:04<21:50,  3.20it/s]
epoch 1 loss 0.05791:  25%|██▌       | 1432/5632 [08:05<21:50,  3.20it/s]
epoch 1 loss 0.05791:  25%|██▌       | 1433/5632 [08:05<21:46,  3.21it/s]
epoch 1 loss 0.05787:  25%|██▌       | 1433/5632 [08:05<21:46,  3.21it/s]
epoch 1 loss 0.05787:  25%|██▌       | 1434/5632 [08:05<21:45,  3.22it/s]
epoch 1 loss 0.05784:  25%|██▌       | 1434/5632 [08:05<21:45,  3.22it/s]
epoch 1 loss 0.05784:  25%|██▌       | 1435/5632 [08:05<21:45,  3.22it/s]
epoch 1 loss 0.0578:  25%|██▌       | 1435/5632 [08:06<21:45,  3.22it/s] 
epoch 1 loss 0.0578:  25%|██▌       | 1436/5632 [08:06<21:44,  3.22it/s]
epoch 1 loss 0.05776:  25%|██▌       | 1436/5632 [08:06<21:44,  3.22it/s]
epoch 1 loss 0.05776:  26%|██▌       | 1437/5632 [08:06<21:44,  3.22it/s]
epoch 1 loss 0.05788:  26%|██▌       | 1437/5632 [08:06<21:44,  3.22it/s]
epoch 1 loss 0.05788:  26%|██▌       | 1438/5632 [08:06<21:43,  3.22it/s]
epoch 1 loss 0.05784:  26%|██▌       | 1438/5632 [08:07<21:43,  3.22it/s]
epoch 1 loss 0.05784:  26%|██▌       | 1439/5632 [08:07<21:43,  3.22it/s]
epoch 1 loss 0.05781:  26%|██▌       | 1439/5632 [08:07<21:43,  3.22it/s]
epoch 1 loss 0.05781:  26%|██▌       | 1440/5632 [08:07<21:43,  3.22it/s]
epoch 1 loss 0.05796:  26%|██▌       | 1440/5632 [08:07<21:43,  3.22it/s]
epoch 1 loss 0.05796:  26%|██▌       | 1441/5632 [08:07<21:46,  3.21it/s]
epoch 1 loss 0.05792:  26%|██▌       | 1441/5632 [08:08<21:46,  3.21it/s]
epoch 1 loss 0.05792:  26%|██▌       | 1442/5632 [08:08<21:45,  3.21it/s]
epoch 1 loss 0.05809:  26%|██▌       | 1442/5632 [08:08<21:45,  3.21it/s]
epoch 1 loss 0.05809:  26%|██▌       | 1443/5632 [08:08<21:44,  3.21it/s]
epoch 1 loss 0.05805:  26%|██▌       | 1443/5632 [08:08<21:44,  3.21it/s]
epoch 1 loss 0.05805:  26%|██▌       | 1444/5632 [08:08<21:43,  3.21it/s]
epoch 1 loss 0.05802:  26%|██▌       | 1444/5632 [08:08<21:43,  3.21it/s]
epoch 1 loss 0.05802:  26%|██▌       | 1445/5632 [08:08<21:41,  3.22it/s]
epoch 1 loss 0.05798:  26%|██▌       | 1445/5632 [08:09<21:41,  3.22it/s]
epoch 1 loss 0.05798:  26%|██▌       | 1446/5632 [08:09<21:42,  3.21it/s]
epoch 1 loss 0.05794:  26%|██▌       | 1446/5632 [08:09<21:42,  3.21it/s]
epoch 1 loss 0.05794:  26%|██▌       | 1447/5632 [08:09<21:40,  3.22it/s]
epoch 1 loss 0.0579:  26%|██▌       | 1447/5632 [08:09<21:40,  3.22it/s] 
epoch 1 loss 0.0579:  26%|██▌       | 1448/5632 [08:09<21:40,  3.22it/s]
epoch 1 loss 0.05787:  26%|██▌       | 1448/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05787:  26%|██▌       | 1449/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05783:  26%|██▌       | 1449/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05783:  26%|██▌       | 1450/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05799:  26%|██▌       | 1450/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05799:  26%|██▌       | 1451/5632 [08:10<21:40,  3.22it/s]
epoch 1 loss 0.05795:  26%|██▌       | 1451/5632 [08:11<21:40,  3.22it/s]
epoch 1 loss 0.05795:  26%|██▌       | 1452/5632 [08:11<21:40,  3.21it/s]
epoch 1 loss 0.05791:  26%|██▌       | 1452/5632 [08:11<21:40,  3.21it/s]
epoch 1 loss 0.05791:  26%|██▌       | 1453/5632 [08:11<21:39,  3.21it/s]
epoch 1 loss 0.05788:  26%|██▌       | 1453/5632 [08:11<21:39,  3.21it/s]
epoch 1 loss 0.05788:  26%|██▌       | 1454/5632 [08:11<21:40,  3.21it/s]
epoch 1 loss 0.05784:  26%|██▌       | 1454/5632 [08:12<21:40,  3.21it/s]
epoch 1 loss 0.05784:  26%|██▌       | 1455/5632 [08:12<21:40,  3.21it/s]
epoch 1 loss 0.0578:  26%|██▌       | 1455/5632 [08:12<21:40,  3.21it/s] 
epoch 1 loss 0.0578:  26%|██▌       | 1456/5632 [08:12<21:38,  3.22it/s]
epoch 1 loss 0.05776:  26%|██▌       | 1456/5632 [08:12<21:38,  3.22it/s]
epoch 1 loss 0.05776:  26%|██▌       | 1457/5632 [08:12<21:38,  3.22it/s]
epoch 1 loss 0.05773:  26%|██▌       | 1457/5632 [08:13<21:38,  3.22it/s]
epoch 1 loss 0.05773:  26%|██▌       | 1458/5632 [08:13<21:37,  3.22it/s]
epoch 1 loss 0.05769:  26%|██▌       | 1458/5632 [08:13<21:37,  3.22it/s]
epoch 1 loss 0.05769:  26%|██▌       | 1459/5632 [08:13<21:37,  3.22it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1459/5632 [08:13<21:37,  3.22it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1460/5632 [08:13<21:35,  3.22it/s]
epoch 1 loss 0.05762:  26%|██▌       | 1460/5632 [08:13<21:35,  3.22it/s]
epoch 1 loss 0.05762:  26%|██▌       | 1461/5632 [08:13<21:34,  3.22it/s]
epoch 1 loss 0.05758:  26%|██▌       | 1461/5632 [08:15<21:34,  3.22it/s]
epoch 1 loss 0.05758:  26%|██▌       | 1462/5632 [08:15<50:16,  1.38it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1462/5632 [08:15<50:16,  1.38it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1463/5632 [08:15<41:39,  1.67it/s]
epoch 1 loss 0.05763:  26%|██▌       | 1463/5632 [08:16<41:39,  1.67it/s]
epoch 1 loss 0.05763:  26%|██▌       | 1464/5632 [08:16<35:39,  1.95it/s]
epoch 1 loss 0.05773:  26%|██▌       | 1464/5632 [08:16<35:39,  1.95it/s]
epoch 1 loss 0.05773:  26%|██▌       | 1465/5632 [08:16<31:25,  2.21it/s]
epoch 1 loss 0.05769:  26%|██▌       | 1465/5632 [08:16<31:25,  2.21it/s]
epoch 1 loss 0.05769:  26%|██▌       | 1466/5632 [08:16<28:26,  2.44it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1466/5632 [08:17<28:26,  2.44it/s]
epoch 1 loss 0.05766:  26%|██▌       | 1467/5632 [08:17<26:21,  2.63it/s]
epoch 1 loss 0.05762:  26%|██▌       | 1467/5632 [08:17<26:21,  2.63it/s]
epoch 1 loss 0.05762:  26%|██▌       | 1468/5632 [08:17<24:53,  2.79it/s]
epoch 1 loss 0.05759:  26%|██▌       | 1468/5632 [08:17<24:53,  2.79it/s]
epoch 1 loss 0.05759:  26%|██▌       | 1469/5632 [08:17<23:47,  2.92it/s]
epoch 1 loss 0.05756:  26%|██▌       | 1469/5632 [08:18<23:47,  2.92it/s]
epoch 1 loss 0.05756:  26%|██▌       | 1470/5632 [08:18<23:05,  3.00it/s]
epoch 1 loss 0.05752:  26%|██▌       | 1470/5632 [08:18<23:05,  3.00it/s]
epoch 1 loss 0.05752:  26%|██▌       | 1471/5632 [08:18<22:37,  3.07it/s]
epoch 1 loss 0.05749:  26%|██▌       | 1471/5632 [08:18<22:37,  3.07it/s]
epoch 1 loss 0.05749:  26%|██▌       | 1472/5632 [08:18<22:17,  3.11it/s]
epoch 1 loss 0.05745:  26%|██▌       | 1472/5632 [08:19<22:17,  3.11it/s]
epoch 1 loss 0.05745:  26%|██▌       | 1473/5632 [08:19<22:01,  3.15it/s]
epoch 1 loss 0.05741:  26%|██▌       | 1473/5632 [08:19<22:01,  3.15it/s]
epoch 1 loss 0.05741:  26%|██▌       | 1474/5632 [08:19<21:52,  3.17it/s]
epoch 1 loss 0.05738:  26%|██▌       | 1474/5632 [08:19<21:52,  3.17it/s]
epoch 1 loss 0.05738:  26%|██▌       | 1475/5632 [08:19<21:45,  3.18it/s]
epoch 1 loss 0.05735:  26%|██▌       | 1475/5632 [08:19<21:45,  3.18it/s]
epoch 1 loss 0.05735:  26%|██▌       | 1476/5632 [08:19<21:41,  3.19it/s]
epoch 1 loss 0.05731:  26%|██▌       | 1476/5632 [08:20<21:41,  3.19it/s]
epoch 1 loss 0.05731:  26%|██▌       | 1477/5632 [08:20<21:37,  3.20it/s]
epoch 1 loss 0.05727:  26%|██▌       | 1477/5632 [08:20<21:37,  3.20it/s]
epoch 1 loss 0.05727:  26%|██▌       | 1478/5632 [08:20<21:35,  3.21it/s]
epoch 1 loss 0.05723:  26%|██▌       | 1478/5632 [08:20<21:35,  3.21it/s]
epoch 1 loss 0.05723:  26%|██▋       | 1479/5632 [08:20<21:34,  3.21it/s]
epoch 1 loss 0.05721:  26%|██▋       | 1479/5632 [08:21<21:34,  3.21it/s]
epoch 1 loss 0.05721:  26%|██▋       | 1480/5632 [08:21<21:32,  3.21it/s]
epoch 1 loss 0.05727:  26%|██▋       | 1480/5632 [08:21<21:32,  3.21it/s]
epoch 1 loss 0.05727:  26%|██▋       | 1481/5632 [08:21<21:30,  3.22it/s]
epoch 1 loss 0.05724:  26%|██▋       | 1481/5632 [08:21<21:30,  3.22it/s]
epoch 1 loss 0.05724:  26%|██▋       | 1482/5632 [08:21<21:28,  3.22it/s]
epoch 1 loss 0.0572:  26%|██▋       | 1482/5632 [08:22<21:28,  3.22it/s] 
epoch 1 loss 0.0572:  26%|██▋       | 1483/5632 [08:22<21:31,  3.21it/s]
epoch 1 loss 0.05716:  26%|██▋       | 1483/5632 [08:22<21:31,  3.21it/s]
epoch 1 loss 0.05716:  26%|██▋       | 1484/5632 [08:22<21:29,  3.22it/s]
epoch 1 loss 0.05712:  26%|██▋       | 1484/5632 [08:22<21:29,  3.22it/s]
epoch 1 loss 0.05712:  26%|██▋       | 1485/5632 [08:22<21:29,  3.22it/s]
epoch 1 loss 0.0573:  26%|██▋       | 1485/5632 [08:23<21:29,  3.22it/s] 
epoch 1 loss 0.0573:  26%|██▋       | 1486/5632 [08:23<21:28,  3.22it/s]
epoch 1 loss 0.05726:  26%|██▋       | 1486/5632 [08:23<21:28,  3.22it/s]
epoch 1 loss 0.05726:  26%|██▋       | 1487/5632 [08:23<21:28,  3.22it/s]
epoch 1 loss 0.05722:  26%|██▋       | 1487/5632 [08:23<21:28,  3.22it/s]
epoch 1 loss 0.05722:  26%|██▋       | 1488/5632 [08:23<21:28,  3.22it/s]
epoch 1 loss 0.05719:  26%|██▋       | 1488/5632 [08:24<21:28,  3.22it/s]
epoch 1 loss 0.05719:  26%|██▋       | 1489/5632 [08:24<21:26,  3.22it/s]
epoch 1 loss 0.05715:  26%|██▋       | 1489/5632 [08:24<21:26,  3.22it/s]
epoch 1 loss 0.05715:  26%|██▋       | 1490/5632 [08:24<21:27,  3.22it/s]
epoch 1 loss 0.05712:  26%|██▋       | 1490/5632 [08:24<21:27,  3.22it/s]
epoch 1 loss 0.05712:  26%|██▋       | 1491/5632 [08:24<21:25,  3.22it/s]
epoch 1 loss 0.0572:  26%|██▋       | 1491/5632 [08:24<21:25,  3.22it/s] 
epoch 1 loss 0.0572:  26%|██▋       | 1492/5632 [08:24<21:25,  3.22it/s]
epoch 1 loss 0.05716:  26%|██▋       | 1492/5632 [08:25<21:25,  3.22it/s]
epoch 1 loss 0.05716:  27%|██▋       | 1493/5632 [08:25<21:23,  3.22it/s]
epoch 1 loss 0.05712:  27%|██▋       | 1493/5632 [08:25<21:23,  3.22it/s]
epoch 1 loss 0.05712:  27%|██▋       | 1494/5632 [08:25<21:24,  3.22it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1494/5632 [08:25<21:24,  3.22it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1495/5632 [08:25<21:25,  3.22it/s]
epoch 1 loss 0.05718:  27%|██▋       | 1495/5632 [08:26<21:25,  3.22it/s]
epoch 1 loss 0.05718:  27%|██▋       | 1496/5632 [08:26<21:24,  3.22it/s]
epoch 1 loss 0.05715:  27%|██▋       | 1496/5632 [08:26<21:24,  3.22it/s]
epoch 1 loss 0.05715:  27%|██▋       | 1497/5632 [08:26<21:24,  3.22it/s]
epoch 1 loss 0.05729:  27%|██▋       | 1497/5632 [08:26<21:24,  3.22it/s]
epoch 1 loss 0.05729:  27%|██▋       | 1498/5632 [08:26<21:24,  3.22it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1498/5632 [08:27<21:24,  3.22it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1499/5632 [08:27<21:22,  3.22it/s]
epoch 1 loss 0.05722:  27%|██▋       | 1499/5632 [08:27<21:22,  3.22it/s]
epoch 1 loss 0.05722:  27%|██▋       | 1500/5632 [08:27<21:22,  3.22it/s]
epoch 1 loss 0.05719:  27%|██▋       | 1500/5632 [08:27<21:22,  3.22it/s]
epoch 1 loss 0.05719:  27%|██▋       | 1501/5632 [08:27<21:23,  3.22it/s]
epoch 1 loss 0.05724:  27%|██▋       | 1501/5632 [08:28<21:23,  3.22it/s]
epoch 1 loss 0.05724:  27%|██▋       | 1502/5632 [08:28<21:23,  3.22it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1502/5632 [08:28<21:23,  3.22it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1503/5632 [08:28<21:21,  3.22it/s]
epoch 1 loss 0.05717:  27%|██▋       | 1503/5632 [08:28<21:21,  3.22it/s]
epoch 1 loss 0.05717:  27%|██▋       | 1504/5632 [08:28<21:25,  3.21it/s]
epoch 1 loss 0.05714:  27%|██▋       | 1504/5632 [08:28<21:25,  3.21it/s]
epoch 1 loss 0.05714:  27%|██▋       | 1505/5632 [08:28<21:25,  3.21it/s]
epoch 1 loss 0.05722:  27%|██▋       | 1505/5632 [08:29<21:25,  3.21it/s]
epoch 1 loss 0.05722:  27%|██▋       | 1506/5632 [08:29<21:24,  3.21it/s]
epoch 1 loss 0.05719:  27%|██▋       | 1506/5632 [08:29<21:24,  3.21it/s]
epoch 1 loss 0.05719:  27%|██▋       | 1507/5632 [08:29<21:22,  3.22it/s]
epoch 1 loss 0.05749:  27%|██▋       | 1507/5632 [08:29<21:22,  3.22it/s]
epoch 1 loss 0.05749:  27%|██▋       | 1508/5632 [08:29<21:22,  3.22it/s]
epoch 1 loss 0.05745:  27%|██▋       | 1508/5632 [08:31<21:22,  3.22it/s]
epoch 1 loss 0.05745:  27%|██▋       | 1509/5632 [08:31<47:36,  1.44it/s]
epoch 1 loss 0.05743:  27%|██▋       | 1509/5632 [08:31<47:36,  1.44it/s]
epoch 1 loss 0.05743:  27%|██▋       | 1510/5632 [08:31<39:42,  1.73it/s]
epoch 1 loss 0.05739:  27%|██▋       | 1510/5632 [08:32<39:42,  1.73it/s]
epoch 1 loss 0.05739:  27%|██▋       | 1511/5632 [08:32<34:11,  2.01it/s]
epoch 1 loss 0.05736:  27%|██▋       | 1511/5632 [08:32<34:11,  2.01it/s]
epoch 1 loss 0.05736:  27%|██▋       | 1512/5632 [08:32<30:19,  2.26it/s]
epoch 1 loss 0.05732:  27%|██▋       | 1512/5632 [08:32<30:19,  2.26it/s]
epoch 1 loss 0.05732:  27%|██▋       | 1513/5632 [08:32<27:36,  2.49it/s]
epoch 1 loss 0.05729:  27%|██▋       | 1513/5632 [08:33<27:36,  2.49it/s]
epoch 1 loss 0.05729:  27%|██▋       | 1514/5632 [08:33<25:42,  2.67it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1514/5632 [08:33<25:42,  2.67it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1515/5632 [08:33<24:23,  2.81it/s]
epoch 1 loss 0.05727:  27%|██▋       | 1515/5632 [08:33<24:23,  2.81it/s]
epoch 1 loss 0.05727:  27%|██▋       | 1516/5632 [08:33<23:26,  2.93it/s]
epoch 1 loss 0.05723:  27%|██▋       | 1516/5632 [08:33<23:26,  2.93it/s]
epoch 1 loss 0.05723:  27%|██▋       | 1517/5632 [08:33<22:45,  3.01it/s]
epoch 1 loss 0.0572:  27%|██▋       | 1517/5632 [08:34<22:45,  3.01it/s] 
epoch 1 loss 0.0572:  27%|██▋       | 1518/5632 [08:34<22:17,  3.08it/s]
epoch 1 loss 0.05728:  27%|██▋       | 1518/5632 [08:34<22:17,  3.08it/s]
epoch 1 loss 0.05728:  27%|██▋       | 1519/5632 [08:34<22:37,  3.03it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1519/5632 [08:34<22:37,  3.03it/s]
epoch 1 loss 0.05725:  27%|██▋       | 1520/5632 [08:34<22:17,  3.07it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1520/5632 [08:35<22:17,  3.07it/s]
epoch 1 loss 0.05721:  27%|██▋       | 1521/5632 [08:35<22:00,  3.11it/s]
epoch 1 loss 0.05717:  27%|██▋       | 1521/5632 [08:35<22:00,  3.11it/s]
epoch 1 loss 0.05717:  27%|██▋       | 1522/5632 [08:35<21:50,  3.14it/s]
epoch 1 loss 0.05714:  27%|██▋       | 1522/5632 [08:35<21:50,  3.14it/s]
epoch 1 loss 0.05714:  27%|██▋       | 1523/5632 [08:35<21:41,  3.16it/s]
epoch 1 loss 0.0571:  27%|██▋       | 1523/5632 [08:36<21:41,  3.16it/s] 
epoch 1 loss 0.0571:  27%|██▋       | 1524/5632 [08:36<21:50,  3.14it/s]
epoch 1 loss 0.05707:  27%|██▋       | 1524/5632 [08:36<21:50,  3.14it/s]
epoch 1 loss 0.05707:  27%|██▋       | 1525/5632 [08:36<21:35,  3.17it/s]
epoch 1 loss 0.05703:  27%|██▋       | 1525/5632 [08:36<21:35,  3.17it/s]
epoch 1 loss 0.05703:  27%|██▋       | 1526/5632 [08:36<21:28,  3.19it/s]
epoch 1 loss 0.057:  27%|██▋       | 1526/5632 [08:37<21:28,  3.19it/s]  
epoch 1 loss 0.057:  27%|██▋       | 1527/5632 [08:37<21:25,  3.19it/s]
epoch 1 loss 0.05696:  27%|██▋       | 1527/5632 [08:37<21:25,  3.19it/s]
epoch 1 loss 0.05696:  27%|██▋       | 1528/5632 [08:37<21:22,  3.20it/s]
epoch 1 loss 0.05693:  27%|██▋       | 1528/5632 [08:37<21:22,  3.20it/s]
epoch 1 loss 0.05693:  27%|██▋       | 1529/5632 [08:37<21:14,  3.22it/s]
epoch 1 loss 0.05695:  27%|██▋       | 1529/5632 [08:38<21:14,  3.22it/s]
epoch 1 loss 0.05695:  27%|██▋       | 1530/5632 [08:38<21:13,  3.22it/s]
epoch 1 loss 0.05692:  27%|██▋       | 1530/5632 [08:38<21:13,  3.22it/s]
epoch 1 loss 0.05692:  27%|██▋       | 1531/5632 [08:38<21:16,  3.21it/s]
epoch 1 loss 0.05688:  27%|██▋       | 1531/5632 [08:38<21:16,  3.21it/s]
epoch 1 loss 0.05688:  27%|██▋       | 1532/5632 [08:38<21:14,  3.22it/s]
epoch 1 loss 0.05685:  27%|██▋       | 1532/5632 [08:38<21:14,  3.22it/s]
epoch 1 loss 0.05685:  27%|██▋       | 1533/5632 [08:39<21:15,  3.21it/s]
epoch 1 loss 0.05687:  27%|██▋       | 1533/5632 [08:39<21:15,  3.21it/s]
epoch 1 loss 0.05687:  27%|██▋       | 1534/5632 [08:39<21:15,  3.21it/s]
epoch 1 loss 0.05684:  27%|██▋       | 1534/5632 [08:39<21:15,  3.21it/s]
epoch 1 loss 0.05684:  27%|██▋       | 1535/5632 [08:39<21:13,  3.22it/s]
epoch 1 loss 0.0568:  27%|██▋       | 1535/5632 [08:39<21:13,  3.22it/s] 
epoch 1 loss 0.0568:  27%|██▋       | 1536/5632 [08:39<21:16,  3.21it/s]
epoch 1 loss 0.05683:  27%|██▋       | 1536/5632 [08:40<21:16,  3.21it/s]
epoch 1 loss 0.05683:  27%|██▋       | 1537/5632 [08:40<21:12,  3.22it/s]
epoch 1 loss 0.05706:  27%|██▋       | 1537/5632 [08:40<21:12,  3.22it/s]
epoch 1 loss 0.05706:  27%|██▋       | 1538/5632 [08:40<21:10,  3.22it/s]
epoch 1 loss 0.05703:  27%|██▋       | 1538/5632 [08:40<21:10,  3.22it/s]
epoch 1 loss 0.05703:  27%|██▋       | 1539/5632 [08:40<21:10,  3.22it/s]
epoch 1 loss 0.05699:  27%|██▋       | 1539/5632 [08:41<21:10,  3.22it/s]
epoch 1 loss 0.05699:  27%|██▋       | 1540/5632 [08:41<21:09,  3.22it/s]
epoch 1 loss 0.05696:  27%|██▋       | 1540/5632 [08:41<21:09,  3.22it/s]
epoch 1 loss 0.05696:  27%|██▋       | 1541/5632 [08:41<21:07,  3.23it/s]
epoch 1 loss 0.05693:  27%|██▋       | 1541/5632 [08:41<21:07,  3.23it/s]
epoch 1 loss 0.05693:  27%|██▋       | 1542/5632 [08:41<21:06,  3.23it/s]
epoch 1 loss 0.05689:  27%|██▋       | 1542/5632 [08:42<21:06,  3.23it/s]
epoch 1 loss 0.05689:  27%|██▋       | 1543/5632 [08:42<21:07,  3.23it/s]
epoch 1 loss 0.05686:  27%|██▋       | 1543/5632 [08:42<21:07,  3.23it/s]
epoch 1 loss 0.05686:  27%|██▋       | 1544/5632 [08:42<21:06,  3.23it/s]
epoch 1 loss 0.05682:  27%|██▋       | 1544/5632 [08:42<21:06,  3.23it/s]
epoch 1 loss 0.05682:  27%|██▋       | 1545/5632 [08:42<21:06,  3.23it/s]
epoch 1 loss 0.05679:  27%|██▋       | 1545/5632 [08:43<21:06,  3.23it/s]
epoch 1 loss 0.05679:  27%|██▋       | 1546/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05675:  27%|██▋       | 1546/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05675:  27%|██▋       | 1547/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05672:  27%|██▋       | 1547/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05672:  27%|██▋       | 1548/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05668:  27%|██▋       | 1548/5632 [08:43<21:07,  3.22it/s]
epoch 1 loss 0.05668:  28%|██▊       | 1549/5632 [08:43<21:06,  3.22it/s]
epoch 1 loss 0.05667:  28%|██▊       | 1549/5632 [08:44<21:06,  3.22it/s]
epoch 1 loss 0.05667:  28%|██▊       | 1550/5632 [08:44<21:06,  3.22it/s]
epoch 1 loss 0.05666:  28%|██▊       | 1550/5632 [08:44<21:06,  3.22it/s]
epoch 1 loss 0.05666:  28%|██▊       | 1551/5632 [08:44<21:05,  3.22it/s]
epoch 1 loss 0.05662:  28%|██▊       | 1551/5632 [08:44<21:05,  3.22it/s]
epoch 1 loss 0.05662:  28%|██▊       | 1552/5632 [08:44<21:07,  3.22it/s]
epoch 1 loss 0.05659:  28%|██▊       | 1552/5632 [08:45<21:07,  3.22it/s]
epoch 1 loss 0.05659:  28%|██▊       | 1553/5632 [08:45<21:06,  3.22it/s]
epoch 1 loss 0.0571:  28%|██▊       | 1553/5632 [08:45<21:06,  3.22it/s] 
epoch 1 loss 0.0571:  28%|██▊       | 1554/5632 [08:45<21:07,  3.22it/s]
epoch 1 loss 0.05706:  28%|██▊       | 1554/5632 [08:45<21:07,  3.22it/s]
epoch 1 loss 0.05706:  28%|██▊       | 1555/5632 [08:45<21:05,  3.22it/s]
epoch 1 loss 0.05703:  28%|██▊       | 1555/5632 [08:47<21:05,  3.22it/s]
epoch 1 loss 0.05703:  28%|██▊       | 1556/5632 [08:47<44:26,  1.53it/s]
epoch 1 loss 0.05699:  28%|██▊       | 1556/5632 [08:47<44:26,  1.53it/s]
epoch 1 loss 0.05699:  28%|██▊       | 1557/5632 [08:47<37:24,  1.82it/s]
epoch 1 loss 0.05696:  28%|██▊       | 1557/5632 [08:47<37:24,  1.82it/s]
epoch 1 loss 0.05696:  28%|██▊       | 1558/5632 [08:47<32:31,  2.09it/s]
epoch 1 loss 0.05692:  28%|██▊       | 1558/5632 [08:48<32:31,  2.09it/s]
epoch 1 loss 0.05692:  28%|██▊       | 1559/5632 [08:48<29:04,  2.33it/s]
epoch 1 loss 0.05689:  28%|██▊       | 1559/5632 [08:48<29:04,  2.33it/s]
epoch 1 loss 0.05689:  28%|██▊       | 1560/5632 [08:48<26:41,  2.54it/s]
epoch 1 loss 0.05685:  28%|██▊       | 1560/5632 [08:48<26:41,  2.54it/s]
epoch 1 loss 0.05685:  28%|██▊       | 1561/5632 [08:48<25:00,  2.71it/s]
epoch 1 loss 0.05682:  28%|██▊       | 1561/5632 [08:49<25:00,  2.71it/s]
epoch 1 loss 0.05682:  28%|██▊       | 1562/5632 [08:49<23:49,  2.85it/s]
epoch 1 loss 0.05679:  28%|██▊       | 1562/5632 [08:49<23:49,  2.85it/s]
epoch 1 loss 0.05679:  28%|██▊       | 1563/5632 [08:49<22:59,  2.95it/s]
epoch 1 loss 0.05675:  28%|██▊       | 1563/5632 [08:49<22:59,  2.95it/s]
epoch 1 loss 0.05675:  28%|██▊       | 1564/5632 [08:49<22:24,  3.03it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1564/5632 [08:50<22:24,  3.03it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1565/5632 [08:50<21:59,  3.08it/s]
epoch 1 loss 0.05668:  28%|██▊       | 1565/5632 [08:50<21:59,  3.08it/s]
epoch 1 loss 0.05668:  28%|██▊       | 1566/5632 [08:50<21:39,  3.13it/s]
epoch 1 loss 0.05664:  28%|██▊       | 1566/5632 [08:50<21:39,  3.13it/s]
epoch 1 loss 0.05664:  28%|██▊       | 1567/5632 [08:50<21:29,  3.15it/s]
epoch 1 loss 0.057:  28%|██▊       | 1567/5632 [08:51<21:29,  3.15it/s]  
epoch 1 loss 0.057:  28%|██▊       | 1568/5632 [08:51<21:21,  3.17it/s]
epoch 1 loss 0.05714:  28%|██▊       | 1568/5632 [08:51<21:21,  3.17it/s]
epoch 1 loss 0.05714:  28%|██▊       | 1569/5632 [08:51<21:15,  3.18it/s]
epoch 1 loss 0.0571:  28%|██▊       | 1569/5632 [08:51<21:15,  3.18it/s] 
epoch 1 loss 0.0571:  28%|██▊       | 1570/5632 [08:51<21:11,  3.19it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1570/5632 [08:51<21:11,  3.19it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1571/5632 [08:51<21:09,  3.20it/s]
epoch 1 loss 0.05703:  28%|██▊       | 1571/5632 [08:52<21:09,  3.20it/s]
epoch 1 loss 0.05703:  28%|██▊       | 1572/5632 [08:52<21:07,  3.20it/s]
epoch 1 loss 0.057:  28%|██▊       | 1572/5632 [08:52<21:07,  3.20it/s]  
epoch 1 loss 0.057:  28%|██▊       | 1573/5632 [08:52<21:03,  3.21it/s]
epoch 1 loss 0.05696:  28%|██▊       | 1573/5632 [08:52<21:03,  3.21it/s]
epoch 1 loss 0.05696:  28%|██▊       | 1574/5632 [08:52<21:03,  3.21it/s]
epoch 1 loss 0.05693:  28%|██▊       | 1574/5632 [08:53<21:03,  3.21it/s]
epoch 1 loss 0.05693:  28%|██▊       | 1575/5632 [08:53<21:02,  3.21it/s]
epoch 1 loss 0.0569:  28%|██▊       | 1575/5632 [08:53<21:02,  3.21it/s] 
epoch 1 loss 0.0569:  28%|██▊       | 1576/5632 [08:53<21:00,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1576/5632 [08:53<21:00,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1577/5632 [08:53<20:59,  3.22it/s]
epoch 1 loss 0.05685:  28%|██▊       | 1577/5632 [08:54<20:59,  3.22it/s]
epoch 1 loss 0.05685:  28%|██▊       | 1578/5632 [08:54<20:56,  3.23it/s]
epoch 1 loss 0.0571:  28%|██▊       | 1578/5632 [08:54<20:56,  3.23it/s] 
epoch 1 loss 0.0571:  28%|██▊       | 1579/5632 [08:54<20:57,  3.22it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1579/5632 [08:54<20:57,  3.22it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1580/5632 [08:54<20:56,  3.23it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1580/5632 [08:55<20:56,  3.23it/s]
epoch 1 loss 0.05707:  28%|██▊       | 1581/5632 [08:55<20:56,  3.23it/s]
epoch 1 loss 0.05704:  28%|██▊       | 1581/5632 [08:55<20:56,  3.23it/s]
epoch 1 loss 0.05704:  28%|██▊       | 1582/5632 [08:55<20:56,  3.22it/s]
epoch 1 loss 0.05701:  28%|██▊       | 1582/5632 [08:55<20:56,  3.22it/s]
epoch 1 loss 0.05701:  28%|██▊       | 1583/5632 [08:55<20:56,  3.22it/s]
epoch 1 loss 0.05697:  28%|██▊       | 1583/5632 [08:55<20:56,  3.22it/s]
epoch 1 loss 0.05697:  28%|██▊       | 1584/5632 [08:55<20:56,  3.22it/s]
epoch 1 loss 0.05694:  28%|██▊       | 1584/5632 [08:56<20:56,  3.22it/s]
epoch 1 loss 0.05694:  28%|██▊       | 1585/5632 [08:56<20:57,  3.22it/s]
epoch 1 loss 0.0569:  28%|██▊       | 1585/5632 [08:56<20:57,  3.22it/s] 
epoch 1 loss 0.0569:  28%|██▊       | 1586/5632 [08:56<20:56,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1586/5632 [08:56<20:56,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1587/5632 [08:56<20:53,  3.23it/s]
epoch 1 loss 0.05697:  28%|██▊       | 1587/5632 [08:57<20:53,  3.23it/s]
epoch 1 loss 0.05697:  28%|██▊       | 1588/5632 [08:57<20:53,  3.23it/s]
epoch 1 loss 0.05694:  28%|██▊       | 1588/5632 [08:57<20:53,  3.23it/s]
epoch 1 loss 0.05694:  28%|██▊       | 1589/5632 [08:57<20:52,  3.23it/s]
epoch 1 loss 0.0569:  28%|██▊       | 1589/5632 [08:57<20:52,  3.23it/s] 
epoch 1 loss 0.0569:  28%|██▊       | 1590/5632 [08:57<20:54,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1590/5632 [08:58<20:54,  3.22it/s]
epoch 1 loss 0.05687:  28%|██▊       | 1591/5632 [08:58<20:54,  3.22it/s]
epoch 1 loss 0.05684:  28%|██▊       | 1591/5632 [08:58<20:54,  3.22it/s]
epoch 1 loss 0.05684:  28%|██▊       | 1592/5632 [08:58<20:55,  3.22it/s]
epoch 1 loss 0.05681:  28%|██▊       | 1592/5632 [08:58<20:55,  3.22it/s]
epoch 1 loss 0.05681:  28%|██▊       | 1593/5632 [08:58<20:55,  3.22it/s]
epoch 1 loss 0.05678:  28%|██▊       | 1593/5632 [08:59<20:55,  3.22it/s]
epoch 1 loss 0.05678:  28%|██▊       | 1594/5632 [08:59<20:54,  3.22it/s]
epoch 1 loss 0.05674:  28%|██▊       | 1594/5632 [08:59<20:54,  3.22it/s]
epoch 1 loss 0.05674:  28%|██▊       | 1595/5632 [08:59<20:54,  3.22it/s]
epoch 1 loss 0.05679:  28%|██▊       | 1595/5632 [08:59<20:54,  3.22it/s]
epoch 1 loss 0.05679:  28%|██▊       | 1596/5632 [08:59<20:54,  3.22it/s]
epoch 1 loss 0.05675:  28%|██▊       | 1596/5632 [09:00<20:54,  3.22it/s]
epoch 1 loss 0.05675:  28%|██▊       | 1597/5632 [09:00<20:54,  3.22it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1597/5632 [09:00<20:54,  3.22it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1598/5632 [09:00<20:50,  3.23it/s]
epoch 1 loss 0.05678:  28%|██▊       | 1598/5632 [09:00<20:50,  3.23it/s]
epoch 1 loss 0.05678:  28%|██▊       | 1599/5632 [09:00<20:49,  3.23it/s]
epoch 1 loss 0.05674:  28%|██▊       | 1599/5632 [09:00<20:49,  3.23it/s]
epoch 1 loss 0.05674:  28%|██▊       | 1600/5632 [09:00<20:45,  3.24it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1600/5632 [09:01<20:45,  3.24it/s]
epoch 1 loss 0.05672:  28%|██▊       | 1601/5632 [09:01<20:45,  3.24it/s]
epoch 1 loss 0.05668:  28%|██▊       | 1601/5632 [09:01<20:45,  3.24it/s]
epoch 1 loss 0.05668:  28%|██▊       | 1602/5632 [09:01<20:42,  3.24it/s]
epoch 1 loss 0.05665:  28%|██▊       | 1602/5632 [09:03<20:42,  3.24it/s]
epoch 1 loss 0.05665:  28%|██▊       | 1603/5632 [09:03<50:35,  1.33it/s]
epoch 1 loss 0.05662:  28%|██▊       | 1603/5632 [09:03<50:35,  1.33it/s]
epoch 1 loss 0.05662:  28%|██▊       | 1604/5632 [09:03<41:40,  1.61it/s]
epoch 1 loss 0.05658:  28%|██▊       | 1604/5632 [09:03<41:40,  1.61it/s]
epoch 1 loss 0.05658:  28%|██▊       | 1605/5632 [09:03<35:23,  1.90it/s]
epoch 1 loss 0.05676:  28%|██▊       | 1605/5632 [09:04<35:23,  1.90it/s]
epoch 1 loss 0.05676:  29%|██▊       | 1606/5632 [09:04<31:02,  2.16it/s]
epoch 1 loss 0.05673:  29%|██▊       | 1606/5632 [09:04<31:02,  2.16it/s]
epoch 1 loss 0.05673:  29%|██▊       | 1607/5632 [09:04<27:57,  2.40it/s]
epoch 1 loss 0.05673:  29%|██▊       | 1607/5632 [09:04<27:57,  2.40it/s]
epoch 1 loss 0.05673:  29%|██▊       | 1608/5632 [09:04<25:51,  2.59it/s]
epoch 1 loss 0.0567:  29%|██▊       | 1608/5632 [09:05<25:51,  2.59it/s] 
epoch 1 loss 0.0567:  29%|██▊       | 1609/5632 [09:05<24:14,  2.77it/s]
epoch 1 loss 0.05668:  29%|██▊       | 1609/5632 [09:05<24:14,  2.77it/s]
epoch 1 loss 0.05668:  29%|██▊       | 1610/5632 [09:05<23:14,  2.88it/s]
epoch 1 loss 0.05664:  29%|██▊       | 1610/5632 [09:05<23:14,  2.88it/s]
epoch 1 loss 0.05664:  29%|██▊       | 1611/5632 [09:05<22:30,  2.98it/s]
epoch 1 loss 0.05661:  29%|██▊       | 1611/5632 [09:06<22:30,  2.98it/s]
epoch 1 loss 0.05661:  29%|██▊       | 1612/5632 [09:06<21:56,  3.05it/s]
epoch 1 loss 0.05668:  29%|██▊       | 1612/5632 [09:06<21:56,  3.05it/s]
epoch 1 loss 0.05668:  29%|██▊       | 1613/5632 [09:06<21:39,  3.09it/s]
epoch 1 loss 0.05688:  29%|██▊       | 1613/5632 [09:06<21:39,  3.09it/s]
epoch 1 loss 0.05688:  29%|██▊       | 1614/5632 [09:06<21:23,  3.13it/s]
epoch 1 loss 0.05685:  29%|██▊       | 1614/5632 [09:07<21:23,  3.13it/s]
epoch 1 loss 0.05685:  29%|██▊       | 1615/5632 [09:07<21:17,  3.14it/s]
epoch 1 loss 0.05698:  29%|██▊       | 1615/5632 [09:07<21:17,  3.14it/s]
epoch 1 loss 0.05698:  29%|██▊       | 1616/5632 [09:07<21:09,  3.16it/s]
epoch 1 loss 0.05695:  29%|██▊       | 1616/5632 [09:07<21:09,  3.16it/s]
epoch 1 loss 0.05695:  29%|██▊       | 1617/5632 [09:07<21:07,  3.17it/s]
epoch 1 loss 0.05693:  29%|██▊       | 1617/5632 [09:08<21:07,  3.17it/s]
epoch 1 loss 0.05693:  29%|██▊       | 1618/5632 [09:08<20:59,  3.19it/s]
epoch 1 loss 0.0569:  29%|██▊       | 1618/5632 [09:08<20:59,  3.19it/s] 
epoch 1 loss 0.0569:  29%|██▊       | 1619/5632 [09:08<20:53,  3.20it/s]
epoch 1 loss 0.05686:  29%|██▊       | 1619/5632 [09:08<20:53,  3.20it/s]
epoch 1 loss 0.05686:  29%|██▉       | 1620/5632 [09:08<20:49,  3.21it/s]
epoch 1 loss 0.05683:  29%|██▉       | 1620/5632 [09:08<20:49,  3.21it/s]
epoch 1 loss 0.05683:  29%|██▉       | 1621/5632 [09:08<20:47,  3.22it/s]
epoch 1 loss 0.0568:  29%|██▉       | 1621/5632 [09:09<20:47,  3.22it/s] 
epoch 1 loss 0.0568:  29%|██▉       | 1622/5632 [09:09<20:47,  3.21it/s]
epoch 1 loss 0.05677:  29%|██▉       | 1622/5632 [09:09<20:47,  3.21it/s]
epoch 1 loss 0.05677:  29%|██▉       | 1623/5632 [09:09<20:47,  3.21it/s]
epoch 1 loss 0.05674:  29%|██▉       | 1623/5632 [09:09<20:47,  3.21it/s]
epoch 1 loss 0.05674:  29%|██▉       | 1624/5632 [09:09<20:48,  3.21it/s]
epoch 1 loss 0.05671:  29%|██▉       | 1624/5632 [09:10<20:48,  3.21it/s]
epoch 1 loss 0.05671:  29%|██▉       | 1625/5632 [09:10<20:46,  3.22it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1625/5632 [09:10<20:46,  3.22it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1626/5632 [09:10<20:47,  3.21it/s]
epoch 1 loss 0.05665:  29%|██▉       | 1626/5632 [09:10<20:47,  3.21it/s]
epoch 1 loss 0.05665:  29%|██▉       | 1627/5632 [09:10<20:46,  3.21it/s]
epoch 1 loss 0.05661:  29%|██▉       | 1627/5632 [09:11<20:46,  3.21it/s]
epoch 1 loss 0.05661:  29%|██▉       | 1628/5632 [09:11<20:45,  3.22it/s]
epoch 1 loss 0.05674:  29%|██▉       | 1628/5632 [09:11<20:45,  3.22it/s]
epoch 1 loss 0.05674:  29%|██▉       | 1629/5632 [09:11<20:42,  3.22it/s]
epoch 1 loss 0.05683:  29%|██▉       | 1629/5632 [09:11<20:42,  3.22it/s]
epoch 1 loss 0.05683:  29%|██▉       | 1630/5632 [09:11<20:40,  3.23it/s]
epoch 1 loss 0.05679:  29%|██▉       | 1630/5632 [09:12<20:40,  3.23it/s]
epoch 1 loss 0.05679:  29%|██▉       | 1631/5632 [09:12<20:42,  3.22it/s]
epoch 1 loss 0.05677:  29%|██▉       | 1631/5632 [09:12<20:42,  3.22it/s]
epoch 1 loss 0.05677:  29%|██▉       | 1632/5632 [09:12<20:40,  3.22it/s]
epoch 1 loss 0.05673:  29%|██▉       | 1632/5632 [09:12<20:40,  3.22it/s]
epoch 1 loss 0.05673:  29%|██▉       | 1633/5632 [09:12<20:42,  3.22it/s]
epoch 1 loss 0.0567:  29%|██▉       | 1633/5632 [09:12<20:42,  3.22it/s] 
epoch 1 loss 0.0567:  29%|██▉       | 1634/5632 [09:12<20:41,  3.22it/s]
epoch 1 loss 0.05667:  29%|██▉       | 1634/5632 [09:13<20:41,  3.22it/s]
epoch 1 loss 0.05667:  29%|██▉       | 1635/5632 [09:13<20:36,  3.23it/s]
epoch 1 loss 0.05665:  29%|██▉       | 1635/5632 [09:13<20:36,  3.23it/s]
epoch 1 loss 0.05665:  29%|██▉       | 1636/5632 [09:13<20:37,  3.23it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1636/5632 [09:13<20:37,  3.23it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1637/5632 [09:13<20:38,  3.23it/s]
epoch 1 loss 0.05671:  29%|██▉       | 1637/5632 [09:14<20:38,  3.23it/s]
epoch 1 loss 0.05671:  29%|██▉       | 1638/5632 [09:14<20:38,  3.22it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1638/5632 [09:14<20:38,  3.22it/s]
epoch 1 loss 0.05668:  29%|██▉       | 1639/5632 [09:14<20:40,  3.22it/s]
epoch 1 loss 0.05664:  29%|██▉       | 1639/5632 [09:14<20:40,  3.22it/s]
epoch 1 loss 0.05664:  29%|██▉       | 1640/5632 [09:14<20:41,  3.22it/s]
epoch 1 loss 0.05661:  29%|██▉       | 1640/5632 [09:15<20:41,  3.22it/s]
epoch 1 loss 0.05661:  29%|██▉       | 1641/5632 [09:15<20:45,  3.21it/s]
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epoch 1 loss 0.05661:  29%|██▉       | 1642/5632 [09:15<20:42,  3.21it/s]
epoch 1 loss 0.05658:  29%|██▉       | 1642/5632 [09:15<20:42,  3.21it/s]
epoch 1 loss 0.05658:  29%|██▉       | 1643/5632 [09:15<20:41,  3.21it/s]
epoch 1 loss 0.05655:  29%|██▉       | 1643/5632 [09:16<20:41,  3.21it/s]
epoch 1 loss 0.05655:  29%|██▉       | 1644/5632 [09:16<20:40,  3.22it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1644/5632 [09:16<20:40,  3.22it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1645/5632 [09:16<20:39,  3.22it/s]
epoch 1 loss 0.05649:  29%|██▉       | 1645/5632 [09:16<20:39,  3.22it/s]
epoch 1 loss 0.05649:  29%|██▉       | 1646/5632 [09:16<20:40,  3.21it/s]
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epoch 1 loss 0.05646:  29%|██▉       | 1647/5632 [09:17<20:39,  3.21it/s]
epoch 1 loss 0.05646:  29%|██▉       | 1648/5632 [09:17<20:35,  3.22it/s]
epoch 1 loss 0.05643:  29%|██▉       | 1648/5632 [09:17<20:35,  3.22it/s]
epoch 1 loss 0.05643:  29%|██▉       | 1649/5632 [09:17<20:38,  3.22it/s]
epoch 1 loss 0.05643:  29%|██▉       | 1649/5632 [09:19<20:38,  3.22it/s]
epoch 1 loss 0.05643:  29%|██▉       | 1650/5632 [09:19<43:06,  1.54it/s]
epoch 1 loss 0.05639:  29%|██▉       | 1650/5632 [09:19<43:06,  1.54it/s]
epoch 1 loss 0.05639:  29%|██▉       | 1651/5632 [09:19<36:22,  1.82it/s]
epoch 1 loss 0.05654:  29%|██▉       | 1651/5632 [09:19<36:22,  1.82it/s]
epoch 1 loss 0.05654:  29%|██▉       | 1652/5632 [09:19<31:38,  2.10it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1652/5632 [09:20<31:38,  2.10it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1653/5632 [09:20<28:19,  2.34it/s]
epoch 1 loss 0.05648:  29%|██▉       | 1653/5632 [09:20<28:19,  2.34it/s]
epoch 1 loss 0.05648:  29%|██▉       | 1654/5632 [09:20<26:00,  2.55it/s]
epoch 1 loss 0.05645:  29%|██▉       | 1654/5632 [09:20<26:00,  2.55it/s]
epoch 1 loss 0.05645:  29%|██▉       | 1655/5632 [09:20<24:23,  2.72it/s]
epoch 1 loss 0.05642:  29%|██▉       | 1655/5632 [09:20<24:23,  2.72it/s]
epoch 1 loss 0.05642:  29%|██▉       | 1656/5632 [09:20<23:15,  2.85it/s]
epoch 1 loss 0.05659:  29%|██▉       | 1656/5632 [09:21<23:15,  2.85it/s]
epoch 1 loss 0.05659:  29%|██▉       | 1657/5632 [09:21<22:25,  2.95it/s]
epoch 1 loss 0.05656:  29%|██▉       | 1657/5632 [09:21<22:25,  2.95it/s]
epoch 1 loss 0.05656:  29%|██▉       | 1658/5632 [09:21<21:51,  3.03it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1658/5632 [09:21<21:51,  3.03it/s]
epoch 1 loss 0.05652:  29%|██▉       | 1659/5632 [09:21<21:23,  3.09it/s]
epoch 1 loss 0.0565:  29%|██▉       | 1659/5632 [09:22<21:23,  3.09it/s] 
epoch 1 loss 0.0565:  29%|██▉       | 1660/5632 [09:22<21:08,  3.13it/s]
epoch 1 loss 0.05659:  29%|██▉       | 1660/5632 [09:22<21:08,  3.13it/s]
epoch 1 loss 0.05659:  29%|██▉       | 1661/5632 [09:22<20:57,  3.16it/s]
epoch 1 loss 0.05656:  29%|██▉       | 1661/5632 [09:22<20:57,  3.16it/s]
epoch 1 loss 0.05656:  30%|██▉       | 1662/5632 [09:22<20:51,  3.17it/s]
epoch 1 loss 0.05653:  30%|██▉       | 1662/5632 [09:23<20:51,  3.17it/s]
epoch 1 loss 0.05653:  30%|██▉       | 1663/5632 [09:23<20:48,  3.18it/s]
epoch 1 loss 0.0565:  30%|██▉       | 1663/5632 [09:23<20:48,  3.18it/s] 
epoch 1 loss 0.0565:  30%|██▉       | 1664/5632 [09:23<20:39,  3.20it/s]
epoch 1 loss 0.05647:  30%|██▉       | 1664/5632 [09:23<20:39,  3.20it/s]
epoch 1 loss 0.05647:  30%|██▉       | 1665/5632 [09:23<20:37,  3.20it/s]
epoch 1 loss 0.05664:  30%|██▉       | 1665/5632 [09:24<20:37,  3.20it/s]
epoch 1 loss 0.05664:  30%|██▉       | 1666/5632 [09:24<20:47,  3.18it/s]
epoch 1 loss 0.05661:  30%|██▉       | 1666/5632 [09:24<20:47,  3.18it/s]
epoch 1 loss 0.05661:  30%|██▉       | 1667/5632 [09:24<20:43,  3.19it/s]
epoch 1 loss 0.05658:  30%|██▉       | 1667/5632 [09:24<20:43,  3.19it/s]
epoch 1 loss 0.05658:  30%|██▉       | 1668/5632 [09:24<20:38,  3.20it/s]
epoch 1 loss 0.05655:  30%|██▉       | 1668/5632 [09:24<20:38,  3.20it/s]
epoch 1 loss 0.05655:  30%|██▉       | 1669/5632 [09:25<20:36,  3.20it/s]
epoch 1 loss 0.05652:  30%|██▉       | 1669/5632 [09:25<20:36,  3.20it/s]
epoch 1 loss 0.05652:  30%|██▉       | 1670/5632 [09:25<20:33,  3.21it/s]
epoch 1 loss 0.05648:  30%|██▉       | 1670/5632 [09:25<20:33,  3.21it/s]
epoch 1 loss 0.05648:  30%|██▉       | 1671/5632 [09:25<20:34,  3.21it/s]
epoch 1 loss 0.05645:  30%|██▉       | 1671/5632 [09:25<20:34,  3.21it/s]
epoch 1 loss 0.05645:  30%|██▉       | 1672/5632 [09:25<20:32,  3.21it/s]
epoch 1 loss 0.05653:  30%|██▉       | 1672/5632 [09:26<20:32,  3.21it/s]
epoch 1 loss 0.05653:  30%|██▉       | 1673/5632 [09:26<20:34,  3.21it/s]
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epoch 1 loss 0.05647:  30%|██▉       | 1674/5632 [09:26<20:34,  3.21it/s]
epoch 1 loss 0.05647:  30%|██▉       | 1675/5632 [09:26<20:31,  3.21it/s]
epoch 1 loss 0.05643:  30%|██▉       | 1675/5632 [09:27<20:31,  3.21it/s]
epoch 1 loss 0.05643:  30%|██▉       | 1676/5632 [09:27<20:30,  3.21it/s]
epoch 1 loss 0.05641:  30%|██▉       | 1676/5632 [09:27<20:30,  3.21it/s]
epoch 1 loss 0.05641:  30%|██▉       | 1677/5632 [09:27<20:31,  3.21it/s]
epoch 1 loss 0.05638:  30%|██▉       | 1677/5632 [09:27<20:31,  3.21it/s]
epoch 1 loss 0.05638:  30%|██▉       | 1678/5632 [09:27<20:29,  3.22it/s]
epoch 1 loss 0.05635:  30%|██▉       | 1678/5632 [09:28<20:29,  3.22it/s]
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epoch 1 loss 0.05632:  30%|██▉       | 1679/5632 [09:28<20:29,  3.21it/s]
epoch 1 loss 0.05632:  30%|██▉       | 1680/5632 [09:28<20:25,  3.23it/s]
epoch 1 loss 0.05628:  30%|██▉       | 1680/5632 [09:28<20:25,  3.23it/s]
epoch 1 loss 0.05628:  30%|██▉       | 1681/5632 [09:28<20:28,  3.22it/s]
epoch 1 loss 0.05625:  30%|██▉       | 1681/5632 [09:29<20:28,  3.22it/s]
epoch 1 loss 0.05625:  30%|██▉       | 1682/5632 [09:29<20:27,  3.22it/s]
epoch 1 loss 0.05647:  30%|██▉       | 1682/5632 [09:29<20:27,  3.22it/s]
epoch 1 loss 0.05647:  30%|██▉       | 1683/5632 [09:29<20:35,  3.20it/s]
epoch 1 loss 0.05643:  30%|██▉       | 1683/5632 [09:29<20:35,  3.20it/s]
epoch 1 loss 0.05643:  30%|██▉       | 1684/5632 [09:29<20:29,  3.21it/s]
epoch 1 loss 0.0564:  30%|██▉       | 1684/5632 [09:29<20:29,  3.21it/s] 
epoch 1 loss 0.0564:  30%|██▉       | 1685/5632 [09:29<20:33,  3.20it/s]
epoch 1 loss 0.05637:  30%|██▉       | 1685/5632 [09:30<20:33,  3.20it/s]
epoch 1 loss 0.05637:  30%|██▉       | 1686/5632 [09:30<20:29,  3.21it/s]
epoch 1 loss 0.05635:  30%|██▉       | 1686/5632 [09:30<20:29,  3.21it/s]
epoch 1 loss 0.05635:  30%|██▉       | 1687/5632 [09:30<20:31,  3.20it/s]
epoch 1 loss 0.05631:  30%|██▉       | 1687/5632 [09:30<20:31,  3.20it/s]
epoch 1 loss 0.05631:  30%|██▉       | 1688/5632 [09:30<20:27,  3.21it/s]
epoch 1 loss 0.05628:  30%|██▉       | 1688/5632 [09:31<20:27,  3.21it/s]
epoch 1 loss 0.05628:  30%|██▉       | 1689/5632 [09:31<20:26,  3.22it/s]
epoch 1 loss 0.05625:  30%|██▉       | 1689/5632 [09:31<20:26,  3.22it/s]
epoch 1 loss 0.05625:  30%|███       | 1690/5632 [09:31<20:28,  3.21it/s]
epoch 1 loss 0.05622:  30%|███       | 1690/5632 [09:31<20:28,  3.21it/s]
epoch 1 loss 0.05622:  30%|███       | 1691/5632 [09:31<20:28,  3.21it/s]
epoch 1 loss 0.0562:  30%|███       | 1691/5632 [09:32<20:28,  3.21it/s] 
epoch 1 loss 0.0562:  30%|███       | 1692/5632 [09:32<20:27,  3.21it/s]
epoch 1 loss 0.05617:  30%|███       | 1692/5632 [09:32<20:27,  3.21it/s]
epoch 1 loss 0.05617:  30%|███       | 1693/5632 [09:32<20:26,  3.21it/s]
epoch 1 loss 0.05614:  30%|███       | 1693/5632 [09:32<20:26,  3.21it/s]
epoch 1 loss 0.05614:  30%|███       | 1694/5632 [09:32<20:24,  3.22it/s]
epoch 1 loss 0.0561:  30%|███       | 1694/5632 [09:33<20:24,  3.22it/s] 
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epoch 1 loss 0.05607:  30%|███       | 1695/5632 [09:33<20:25,  3.21it/s]
epoch 1 loss 0.05607:  30%|███       | 1696/5632 [09:33<20:24,  3.21it/s]
epoch 1 loss 0.05604:  30%|███       | 1696/5632 [09:34<20:24,  3.21it/s]
epoch 1 loss 0.05604:  30%|███       | 1697/5632 [09:34<43:44,  1.50it/s]
epoch 1 loss 0.05601:  30%|███       | 1697/5632 [09:35<43:44,  1.50it/s]
epoch 1 loss 0.05601:  30%|███       | 1698/5632 [09:35<36:44,  1.78it/s]
epoch 1 loss 0.05598:  30%|███       | 1698/5632 [09:35<36:44,  1.78it/s]
epoch 1 loss 0.05598:  30%|███       | 1699/5632 [09:35<31:48,  2.06it/s]
epoch 1 loss 0.05594:  30%|███       | 1699/5632 [09:35<31:48,  2.06it/s]
epoch 1 loss 0.05594:  30%|███       | 1700/5632 [09:35<28:21,  2.31it/s]
epoch 1 loss 0.05602:  30%|███       | 1700/5632 [09:36<28:21,  2.31it/s]
epoch 1 loss 0.05602:  30%|███       | 1701/5632 [09:36<25:53,  2.53it/s]
epoch 1 loss 0.05599:  30%|███       | 1701/5632 [09:36<25:53,  2.53it/s]
epoch 1 loss 0.05599:  30%|███       | 1702/5632 [09:36<24:13,  2.70it/s]
epoch 1 loss 0.05596:  30%|███       | 1702/5632 [09:36<24:13,  2.70it/s]
epoch 1 loss 0.05596:  30%|███       | 1703/5632 [09:36<23:04,  2.84it/s]
epoch 1 loss 0.05593:  30%|███       | 1703/5632 [09:37<23:04,  2.84it/s]
epoch 1 loss 0.05593:  30%|███       | 1704/5632 [09:37<22:15,  2.94it/s]
epoch 1 loss 0.05607:  30%|███       | 1704/5632 [09:37<22:15,  2.94it/s]
epoch 1 loss 0.05607:  30%|███       | 1705/5632 [09:37<21:41,  3.02it/s]
epoch 1 loss 0.05623:  30%|███       | 1705/5632 [09:37<21:41,  3.02it/s]
epoch 1 loss 0.05623:  30%|███       | 1706/5632 [09:37<21:18,  3.07it/s]
epoch 1 loss 0.0562:  30%|███       | 1706/5632 [09:37<21:18,  3.07it/s] 
epoch 1 loss 0.0562:  30%|███       | 1707/5632 [09:38<21:02,  3.11it/s]
epoch 1 loss 0.05617:  30%|███       | 1707/5632 [09:38<21:02,  3.11it/s]
epoch 1 loss 0.05617:  30%|███       | 1708/5632 [09:38<20:48,  3.14it/s]
epoch 1 loss 0.05622:  30%|███       | 1708/5632 [09:38<20:48,  3.14it/s]
epoch 1 loss 0.05622:  30%|███       | 1709/5632 [09:38<20:39,  3.16it/s]
epoch 1 loss 0.05619:  30%|███       | 1709/5632 [09:38<20:39,  3.16it/s]
epoch 1 loss 0.05619:  30%|███       | 1710/5632 [09:38<20:32,  3.18it/s]
epoch 1 loss 0.05626:  30%|███       | 1710/5632 [09:39<20:32,  3.18it/s]
epoch 1 loss 0.05626:  30%|███       | 1711/5632 [09:39<20:28,  3.19it/s]
epoch 1 loss 0.05623:  30%|███       | 1711/5632 [09:39<20:28,  3.19it/s]
epoch 1 loss 0.05623:  30%|███       | 1712/5632 [09:39<20:26,  3.20it/s]
epoch 1 loss 0.0562:  30%|███       | 1712/5632 [09:39<20:26,  3.20it/s] 
epoch 1 loss 0.0562:  30%|███       | 1713/5632 [09:39<20:22,  3.21it/s]
epoch 1 loss 0.05617:  30%|███       | 1713/5632 [09:40<20:22,  3.21it/s]
epoch 1 loss 0.05617:  30%|███       | 1714/5632 [09:40<20:20,  3.21it/s]
epoch 1 loss 0.05614:  30%|███       | 1714/5632 [09:40<20:20,  3.21it/s]
epoch 1 loss 0.05614:  30%|███       | 1715/5632 [09:40<20:19,  3.21it/s]
epoch 1 loss 0.0561:  30%|███       | 1715/5632 [09:40<20:19,  3.21it/s] 
epoch 1 loss 0.0561:  30%|███       | 1716/5632 [09:40<20:17,  3.22it/s]
epoch 1 loss 0.05607:  30%|███       | 1716/5632 [09:41<20:17,  3.22it/s]
epoch 1 loss 0.05607:  30%|███       | 1717/5632 [09:41<20:17,  3.22it/s]
epoch 1 loss 0.05604:  30%|███       | 1717/5632 [09:41<20:17,  3.22it/s]
epoch 1 loss 0.05604:  31%|███       | 1718/5632 [09:41<20:15,  3.22it/s]
epoch 1 loss 0.05601:  31%|███       | 1718/5632 [09:41<20:15,  3.22it/s]
epoch 1 loss 0.05601:  31%|███       | 1719/5632 [09:41<20:15,  3.22it/s]
epoch 1 loss 0.05598:  31%|███       | 1719/5632 [09:42<20:15,  3.22it/s]
epoch 1 loss 0.05598:  31%|███       | 1720/5632 [09:42<20:14,  3.22it/s]
epoch 1 loss 0.05595:  31%|███       | 1720/5632 [09:42<20:14,  3.22it/s]
epoch 1 loss 0.05595:  31%|███       | 1721/5632 [09:42<20:15,  3.22it/s]
epoch 1 loss 0.05592:  31%|███       | 1721/5632 [09:42<20:15,  3.22it/s]
epoch 1 loss 0.05592:  31%|███       | 1722/5632 [09:42<20:14,  3.22it/s]
epoch 1 loss 0.05589:  31%|███       | 1722/5632 [09:42<20:14,  3.22it/s]
epoch 1 loss 0.05589:  31%|███       | 1723/5632 [09:42<20:15,  3.22it/s]
epoch 1 loss 0.05585:  31%|███       | 1723/5632 [09:43<20:15,  3.22it/s]
epoch 1 loss 0.05585:  31%|███       | 1724/5632 [09:43<20:15,  3.22it/s]
epoch 1 loss 0.05583:  31%|███       | 1724/5632 [09:43<20:15,  3.22it/s]
epoch 1 loss 0.05583:  31%|███       | 1725/5632 [09:43<20:15,  3.21it/s]
epoch 1 loss 0.05579:  31%|███       | 1725/5632 [09:43<20:15,  3.21it/s]
epoch 1 loss 0.05579:  31%|███       | 1726/5632 [09:43<20:15,  3.21it/s]
epoch 1 loss 0.05577:  31%|███       | 1726/5632 [09:44<20:15,  3.21it/s]
epoch 1 loss 0.05577:  31%|███       | 1727/5632 [09:44<20:13,  3.22it/s]
epoch 1 loss 0.05573:  31%|███       | 1727/5632 [09:44<20:13,  3.22it/s]
epoch 1 loss 0.05573:  31%|███       | 1728/5632 [09:44<20:16,  3.21it/s]
epoch 1 loss 0.05579:  31%|███       | 1728/5632 [09:44<20:16,  3.21it/s]
epoch 1 loss 0.05579:  31%|███       | 1729/5632 [09:44<20:14,  3.21it/s]
epoch 1 loss 0.05576:  31%|███       | 1729/5632 [09:45<20:14,  3.21it/s]
epoch 1 loss 0.05576:  31%|███       | 1730/5632 [09:45<20:16,  3.21it/s]
epoch 1 loss 0.05592:  31%|███       | 1730/5632 [09:45<20:16,  3.21it/s]
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epoch 1 loss 0.05589:  31%|███       | 1731/5632 [09:45<20:13,  3.21it/s]
epoch 1 loss 0.05589:  31%|███       | 1732/5632 [09:45<20:14,  3.21it/s]
epoch 1 loss 0.05596:  31%|███       | 1732/5632 [09:46<20:14,  3.21it/s]
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epoch 1 loss 0.05608:  31%|███       | 1733/5632 [09:46<20:13,  3.21it/s]
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epoch 1 loss 0.05605:  31%|███       | 1734/5632 [09:46<20:13,  3.21it/s]
epoch 1 loss 0.05605:  31%|███       | 1735/5632 [09:46<20:13,  3.21it/s]
epoch 1 loss 0.05602:  31%|███       | 1735/5632 [09:47<20:13,  3.21it/s]
epoch 1 loss 0.05602:  31%|███       | 1736/5632 [09:47<20:12,  3.21it/s]
epoch 1 loss 0.05599:  31%|███       | 1736/5632 [09:47<20:12,  3.21it/s]
epoch 1 loss 0.05599:  31%|███       | 1737/5632 [09:47<20:11,  3.22it/s]
epoch 1 loss 0.05596:  31%|███       | 1737/5632 [09:47<20:11,  3.22it/s]
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epoch 1 loss 0.05593:  31%|███       | 1738/5632 [09:47<20:11,  3.22it/s]
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epoch 1 loss 0.0559:  31%|███       | 1739/5632 [09:48<20:11,  3.21it/s] 
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epoch 1 loss 0.05584:  31%|███       | 1741/5632 [09:48<20:07,  3.22it/s]
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epoch 1 loss 0.0561:  31%|███       | 1742/5632 [09:49<20:08,  3.22it/s] 
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epoch 1 loss 0.05634:  31%|███       | 1743/5632 [09:50<20:09,  3.21it/s]
epoch 1 loss 0.05634:  31%|███       | 1744/5632 [09:50<48:39,  1.33it/s]
epoch 1 loss 0.05631:  31%|███       | 1744/5632 [09:51<48:39,  1.33it/s]
epoch 1 loss 0.05631:  31%|███       | 1745/5632 [09:51<40:06,  1.62it/s]
epoch 1 loss 0.05628:  31%|███       | 1745/5632 [09:51<40:06,  1.62it/s]
epoch 1 loss 0.05628:  31%|███       | 1746/5632 [09:51<34:06,  1.90it/s]
epoch 1 loss 0.05626:  31%|███       | 1746/5632 [09:51<34:06,  1.90it/s]
epoch 1 loss 0.05626:  31%|███       | 1747/5632 [09:51<29:53,  2.17it/s]
epoch 1 loss 0.05625:  31%|███       | 1747/5632 [09:52<29:53,  2.17it/s]
epoch 1 loss 0.05625:  31%|███       | 1748/5632 [09:52<26:58,  2.40it/s]
epoch 1 loss 0.05622:  31%|███       | 1748/5632 [09:52<26:58,  2.40it/s]
epoch 1 loss 0.05622:  31%|███       | 1749/5632 [09:52<24:54,  2.60it/s]
epoch 1 loss 0.0562:  31%|███       | 1749/5632 [09:52<24:54,  2.60it/s] 
epoch 1 loss 0.0562:  31%|███       | 1750/5632 [09:52<23:28,  2.76it/s]
epoch 1 loss 0.05617:  31%|███       | 1750/5632 [09:53<23:28,  2.76it/s]
epoch 1 loss 0.05617:  31%|███       | 1751/5632 [09:53<22:29,  2.88it/s]
epoch 1 loss 0.05613:  31%|███       | 1751/5632 [09:53<22:29,  2.88it/s]
epoch 1 loss 0.05613:  31%|███       | 1752/5632 [09:53<21:41,  2.98it/s]
epoch 1 loss 0.0561:  31%|███       | 1752/5632 [09:53<21:41,  2.98it/s] 
epoch 1 loss 0.0561:  31%|███       | 1753/5632 [09:53<21:13,  3.05it/s]
epoch 1 loss 0.05608:  31%|███       | 1753/5632 [09:54<21:13,  3.05it/s]
epoch 1 loss 0.05608:  31%|███       | 1754/5632 [09:54<20:52,  3.09it/s]
epoch 1 loss 0.05605:  31%|███       | 1754/5632 [09:54<20:52,  3.09it/s]
epoch 1 loss 0.05605:  31%|███       | 1755/5632 [09:54<20:36,  3.13it/s]
epoch 1 loss 0.05602:  31%|███       | 1755/5632 [09:54<20:36,  3.13it/s]
epoch 1 loss 0.05602:  31%|███       | 1756/5632 [09:54<20:26,  3.16it/s]
epoch 1 loss 0.05599:  31%|███       | 1756/5632 [09:55<20:26,  3.16it/s]
epoch 1 loss 0.05599:  31%|███       | 1757/5632 [09:55<20:20,  3.18it/s]
epoch 1 loss 0.05596:  31%|███       | 1757/5632 [09:55<20:20,  3.18it/s]
epoch 1 loss 0.05596:  31%|███       | 1758/5632 [09:55<20:14,  3.19it/s]
epoch 1 loss 0.05593:  31%|███       | 1758/5632 [09:55<20:14,  3.19it/s]
epoch 1 loss 0.05593:  31%|███       | 1759/5632 [09:55<20:11,  3.20it/s]
epoch 1 loss 0.05591:  31%|███       | 1759/5632 [09:55<20:11,  3.20it/s]
epoch 1 loss 0.05591:  31%|███▏      | 1760/5632 [09:55<20:08,  3.20it/s]
epoch 1 loss 0.05588:  31%|███▏      | 1760/5632 [09:56<20:08,  3.20it/s]
epoch 1 loss 0.05588:  31%|███▏      | 1761/5632 [09:56<20:05,  3.21it/s]
epoch 1 loss 0.05598:  31%|███▏      | 1761/5632 [09:56<20:05,  3.21it/s]
epoch 1 loss 0.05598:  31%|███▏      | 1762/5632 [09:56<20:03,  3.22it/s]
epoch 1 loss 0.05595:  31%|███▏      | 1762/5632 [09:56<20:03,  3.22it/s]
epoch 1 loss 0.05595:  31%|███▏      | 1763/5632 [09:56<20:02,  3.22it/s]
epoch 1 loss 0.05592:  31%|███▏      | 1763/5632 [09:57<20:02,  3.22it/s]
epoch 1 loss 0.05592:  31%|███▏      | 1764/5632 [09:57<20:02,  3.22it/s]
epoch 1 loss 0.05589:  31%|███▏      | 1764/5632 [09:57<20:02,  3.22it/s]
epoch 1 loss 0.05589:  31%|███▏      | 1765/5632 [09:57<20:00,  3.22it/s]
epoch 1 loss 0.05586:  31%|███▏      | 1765/5632 [09:57<20:00,  3.22it/s]
epoch 1 loss 0.05586:  31%|███▏      | 1766/5632 [09:57<20:00,  3.22it/s]
epoch 1 loss 0.05583:  31%|███▏      | 1766/5632 [09:58<20:00,  3.22it/s]
epoch 1 loss 0.05583:  31%|███▏      | 1767/5632 [09:58<20:00,  3.22it/s]
epoch 1 loss 0.05581:  31%|███▏      | 1767/5632 [09:58<20:00,  3.22it/s]
epoch 1 loss 0.05581:  31%|███▏      | 1768/5632 [09:58<20:01,  3.22it/s]
epoch 1 loss 0.05578:  31%|███▏      | 1768/5632 [09:58<20:01,  3.22it/s]
epoch 1 loss 0.05578:  31%|███▏      | 1769/5632 [09:58<20:02,  3.21it/s]
epoch 1 loss 0.05575:  31%|███▏      | 1769/5632 [09:59<20:02,  3.21it/s]
epoch 1 loss 0.05575:  31%|███▏      | 1770/5632 [09:59<20:01,  3.21it/s]
epoch 1 loss 0.05572:  31%|███▏      | 1770/5632 [09:59<20:01,  3.21it/s]
epoch 1 loss 0.05572:  31%|███▏      | 1771/5632 [09:59<20:00,  3.22it/s]
epoch 1 loss 0.05569:  31%|███▏      | 1771/5632 [09:59<20:00,  3.22it/s]
epoch 1 loss 0.05569:  31%|███▏      | 1772/5632 [09:59<19:58,  3.22it/s]
epoch 1 loss 0.05566:  31%|███▏      | 1772/5632 [09:59<19:58,  3.22it/s]
epoch 1 loss 0.05566:  31%|███▏      | 1773/5632 [09:59<19:57,  3.22it/s]
epoch 1 loss 0.05562:  31%|███▏      | 1773/5632 [10:00<19:57,  3.22it/s]
epoch 1 loss 0.05562:  31%|███▏      | 1774/5632 [10:00<19:55,  3.23it/s]
epoch 1 loss 0.05559:  31%|███▏      | 1774/5632 [10:00<19:55,  3.23it/s]
epoch 1 loss 0.05559:  32%|███▏      | 1775/5632 [10:00<19:52,  3.23it/s]
epoch 1 loss 0.05586:  32%|███▏      | 1775/5632 [10:00<19:52,  3.23it/s]
epoch 1 loss 0.05586:  32%|███▏      | 1776/5632 [10:00<19:53,  3.23it/s]
epoch 1 loss 0.05583:  32%|███▏      | 1776/5632 [10:01<19:53,  3.23it/s]
epoch 1 loss 0.05583:  32%|███▏      | 1777/5632 [10:01<19:54,  3.23it/s]
epoch 1 loss 0.0558:  32%|███▏      | 1777/5632 [10:01<19:54,  3.23it/s] 
epoch 1 loss 0.0558:  32%|███▏      | 1778/5632 [10:01<19:54,  3.23it/s]
epoch 1 loss 0.05577:  32%|███▏      | 1778/5632 [10:01<19:54,  3.23it/s]
epoch 1 loss 0.05577:  32%|███▏      | 1779/5632 [10:01<19:52,  3.23it/s]
epoch 1 loss 0.05574:  32%|███▏      | 1779/5632 [10:02<19:52,  3.23it/s]
epoch 1 loss 0.05574:  32%|███▏      | 1780/5632 [10:02<19:54,  3.22it/s]
epoch 1 loss 0.05571:  32%|███▏      | 1780/5632 [10:02<19:54,  3.22it/s]
epoch 1 loss 0.05571:  32%|███▏      | 1781/5632 [10:02<19:54,  3.23it/s]
epoch 1 loss 0.05576:  32%|███▏      | 1781/5632 [10:02<19:54,  3.23it/s]
epoch 1 loss 0.05576:  32%|███▏      | 1782/5632 [10:02<19:54,  3.22it/s]
epoch 1 loss 0.05573:  32%|███▏      | 1782/5632 [10:03<19:54,  3.22it/s]
epoch 1 loss 0.05573:  32%|███▏      | 1783/5632 [10:03<19:55,  3.22it/s]
epoch 1 loss 0.0557:  32%|███▏      | 1783/5632 [10:03<19:55,  3.22it/s] 
epoch 1 loss 0.0557:  32%|███▏      | 1784/5632 [10:03<19:53,  3.23it/s]
epoch 1 loss 0.05567:  32%|███▏      | 1784/5632 [10:03<19:53,  3.23it/s]
epoch 1 loss 0.05567:  32%|███▏      | 1785/5632 [10:03<19:53,  3.22it/s]
epoch 1 loss 0.05564:  32%|███▏      | 1785/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05564:  32%|███▏      | 1786/5632 [10:04<19:51,  3.23it/s]
epoch 1 loss 0.05561:  32%|███▏      | 1786/5632 [10:04<19:51,  3.23it/s]
epoch 1 loss 0.05561:  32%|███▏      | 1787/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05558:  32%|███▏      | 1787/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05558:  32%|███▏      | 1788/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05556:  32%|███▏      | 1788/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05556:  32%|███▏      | 1789/5632 [10:04<19:53,  3.22it/s]
epoch 1 loss 0.05553:  32%|███▏      | 1789/5632 [10:05<19:53,  3.22it/s]
epoch 1 loss 0.05553:  32%|███▏      | 1790/5632 [10:05<19:51,  3.22it/s]
epoch 1 loss 0.0555:  32%|███▏      | 1790/5632 [10:06<19:51,  3.22it/s] 
epoch 1 loss 0.0555:  32%|███▏      | 1791/5632 [10:06<41:20,  1.55it/s]
epoch 1 loss 0.05567:  32%|███▏      | 1791/5632 [10:06<41:20,  1.55it/s]
epoch 1 loss 0.05567:  32%|███▏      | 1792/5632 [10:06<34:54,  1.83it/s]
epoch 1 loss 0.05564:  32%|███▏      | 1792/5632 [10:07<34:54,  1.83it/s]
epoch 1 loss 0.05564:  32%|███▏      | 1793/5632 [10:07<30:22,  2.11it/s]
epoch 1 loss 0.05561:  32%|███▏      | 1793/5632 [10:07<30:22,  2.11it/s]
epoch 1 loss 0.05561:  32%|███▏      | 1794/5632 [10:07<27:13,  2.35it/s]
epoch 1 loss 0.05558:  32%|███▏      | 1794/5632 [10:07<27:13,  2.35it/s]
epoch 1 loss 0.05558:  32%|███▏      | 1795/5632 [10:07<24:59,  2.56it/s]
epoch 1 loss 0.05555:  32%|███▏      | 1795/5632 [10:08<24:59,  2.56it/s]
epoch 1 loss 0.05555:  32%|███▏      | 1796/5632 [10:08<23:27,  2.73it/s]
epoch 1 loss 0.05553:  32%|███▏      | 1796/5632 [10:08<23:27,  2.73it/s]
epoch 1 loss 0.05553:  32%|███▏      | 1797/5632 [10:08<22:16,  2.87it/s]
epoch 1 loss 0.0555:  32%|███▏      | 1797/5632 [10:08<22:16,  2.87it/s] 
epoch 1 loss 0.0555:  32%|███▏      | 1798/5632 [10:08<21:32,  2.97it/s]
epoch 1 loss 0.05547:  32%|███▏      | 1798/5632 [10:09<21:32,  2.97it/s]
epoch 1 loss 0.05547:  32%|███▏      | 1799/5632 [10:09<21:03,  3.03it/s]
epoch 1 loss 0.05544:  32%|███▏      | 1799/5632 [10:09<21:03,  3.03it/s]
epoch 1 loss 0.05544:  32%|███▏      | 1800/5632 [10:09<20:38,  3.09it/s]
epoch 1 loss 0.05541:  32%|███▏      | 1800/5632 [10:09<20:38,  3.09it/s]
epoch 1 loss 0.05541:  32%|███▏      | 1801/5632 [10:09<20:21,  3.14it/s]
epoch 1 loss 0.05538:  32%|███▏      | 1801/5632 [10:10<20:21,  3.14it/s]
epoch 1 loss 0.05538:  32%|███▏      | 1802/5632 [10:10<20:10,  3.16it/s]
epoch 1 loss 0.05536:  32%|███▏      | 1802/5632 [10:10<20:10,  3.16it/s]
epoch 1 loss 0.05536:  32%|███▏      | 1803/5632 [10:10<20:05,  3.18it/s]
epoch 1 loss 0.05533:  32%|███▏      | 1803/5632 [10:10<20:05,  3.18it/s]
epoch 1 loss 0.05533:  32%|███▏      | 1804/5632 [10:10<20:00,  3.19it/s]
epoch 1 loss 0.0553:  32%|███▏      | 1804/5632 [10:11<20:00,  3.19it/s] 
epoch 1 loss 0.0553:  32%|███▏      | 1805/5632 [10:11<19:57,  3.19it/s]
epoch 1 loss 0.05527:  32%|███▏      | 1805/5632 [10:11<19:57,  3.19it/s]
epoch 1 loss 0.05527:  32%|███▏      | 1806/5632 [10:11<19:54,  3.20it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1806/5632 [10:11<19:54,  3.20it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1807/5632 [10:11<19:51,  3.21it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1807/5632 [10:11<19:51,  3.21it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1808/5632 [10:11<19:50,  3.21it/s]
epoch 1 loss 0.05519:  32%|███▏      | 1808/5632 [10:12<19:50,  3.21it/s]
epoch 1 loss 0.05519:  32%|███▏      | 1809/5632 [10:12<19:48,  3.22it/s]
epoch 1 loss 0.05516:  32%|███▏      | 1809/5632 [10:12<19:48,  3.22it/s]
epoch 1 loss 0.05516:  32%|███▏      | 1810/5632 [10:12<19:47,  3.22it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1810/5632 [10:12<19:47,  3.22it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1811/5632 [10:12<19:46,  3.22it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1811/5632 [10:13<19:46,  3.22it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1812/5632 [10:13<19:46,  3.22it/s]
epoch 1 loss 0.05518:  32%|███▏      | 1812/5632 [10:13<19:46,  3.22it/s]
epoch 1 loss 0.05518:  32%|███▏      | 1813/5632 [10:13<19:44,  3.22it/s]
epoch 1 loss 0.05516:  32%|███▏      | 1813/5632 [10:13<19:44,  3.22it/s]
epoch 1 loss 0.05516:  32%|███▏      | 1814/5632 [10:13<19:43,  3.23it/s]
epoch 1 loss 0.05528:  32%|███▏      | 1814/5632 [10:14<19:43,  3.23it/s]
epoch 1 loss 0.05528:  32%|███▏      | 1815/5632 [10:14<19:45,  3.22it/s]
epoch 1 loss 0.05526:  32%|███▏      | 1815/5632 [10:14<19:45,  3.22it/s]
epoch 1 loss 0.05526:  32%|███▏      | 1816/5632 [10:14<19:47,  3.21it/s]
epoch 1 loss 0.05539:  32%|███▏      | 1816/5632 [10:14<19:47,  3.21it/s]
epoch 1 loss 0.05539:  32%|███▏      | 1817/5632 [10:14<19:48,  3.21it/s]
epoch 1 loss 0.05536:  32%|███▏      | 1817/5632 [10:15<19:48,  3.21it/s]
epoch 1 loss 0.05536:  32%|███▏      | 1818/5632 [10:15<19:46,  3.22it/s]
epoch 1 loss 0.05533:  32%|███▏      | 1818/5632 [10:15<19:46,  3.22it/s]
epoch 1 loss 0.05533:  32%|███▏      | 1819/5632 [10:15<19:46,  3.21it/s]
epoch 1 loss 0.0553:  32%|███▏      | 1819/5632 [10:15<19:46,  3.21it/s] 
epoch 1 loss 0.0553:  32%|███▏      | 1820/5632 [10:15<19:44,  3.22it/s]
epoch 1 loss 0.05527:  32%|███▏      | 1820/5632 [10:15<19:44,  3.22it/s]
epoch 1 loss 0.05527:  32%|███▏      | 1821/5632 [10:15<19:42,  3.22it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1821/5632 [10:16<19:42,  3.22it/s]
epoch 1 loss 0.05524:  32%|███▏      | 1822/5632 [10:16<19:44,  3.22it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1822/5632 [10:16<19:44,  3.22it/s]
epoch 1 loss 0.05521:  32%|███▏      | 1823/5632 [10:16<19:42,  3.22it/s]
epoch 1 loss 0.05518:  32%|███▏      | 1823/5632 [10:16<19:42,  3.22it/s]
epoch 1 loss 0.05518:  32%|███▏      | 1824/5632 [10:16<19:37,  3.23it/s]
epoch 1 loss 0.05515:  32%|███▏      | 1824/5632 [10:17<19:37,  3.23it/s]
epoch 1 loss 0.05515:  32%|███▏      | 1825/5632 [10:17<19:35,  3.24it/s]
epoch 1 loss 0.05512:  32%|███▏      | 1825/5632 [10:17<19:35,  3.24it/s]
epoch 1 loss 0.05512:  32%|███▏      | 1826/5632 [10:17<19:38,  3.23it/s]
epoch 1 loss 0.0551:  32%|███▏      | 1826/5632 [10:17<19:38,  3.23it/s] 
epoch 1 loss 0.0551:  32%|███▏      | 1827/5632 [10:17<19:39,  3.23it/s]
epoch 1 loss 0.05507:  32%|███▏      | 1827/5632 [10:18<19:39,  3.23it/s]
epoch 1 loss 0.05507:  32%|███▏      | 1828/5632 [10:18<19:40,  3.22it/s]
epoch 1 loss 0.05504:  32%|███▏      | 1828/5632 [10:18<19:40,  3.22it/s]
epoch 1 loss 0.05504:  32%|███▏      | 1829/5632 [10:18<19:39,  3.22it/s]
epoch 1 loss 0.05501:  32%|███▏      | 1829/5632 [10:18<19:39,  3.22it/s]
epoch 1 loss 0.05501:  32%|███▏      | 1830/5632 [10:18<19:39,  3.22it/s]
epoch 1 loss 0.05498:  32%|███▏      | 1830/5632 [10:19<19:39,  3.22it/s]
epoch 1 loss 0.05498:  33%|███▎      | 1831/5632 [10:19<19:41,  3.22it/s]
epoch 1 loss 0.05516:  33%|███▎      | 1831/5632 [10:19<19:41,  3.22it/s]
epoch 1 loss 0.05516:  33%|███▎      | 1832/5632 [10:19<19:38,  3.23it/s]
epoch 1 loss 0.05513:  33%|███▎      | 1832/5632 [10:19<19:38,  3.23it/s]
epoch 1 loss 0.05513:  33%|███▎      | 1833/5632 [10:19<19:39,  3.22it/s]
epoch 1 loss 0.0551:  33%|███▎      | 1833/5632 [10:20<19:39,  3.22it/s] 
epoch 1 loss 0.0551:  33%|███▎      | 1834/5632 [10:20<19:40,  3.22it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1834/5632 [10:20<19:40,  3.22it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1835/5632 [10:20<19:49,  3.19it/s]
epoch 1 loss 0.0552:  33%|███▎      | 1835/5632 [10:20<19:49,  3.19it/s] 
epoch 1 loss 0.0552:  33%|███▎      | 1836/5632 [10:20<19:47,  3.20it/s]
epoch 1 loss 0.05529:  33%|███▎      | 1836/5632 [10:20<19:47,  3.20it/s]
epoch 1 loss 0.05529:  33%|███▎      | 1837/5632 [10:20<19:43,  3.21it/s]
epoch 1 loss 0.05527:  33%|███▎      | 1837/5632 [10:22<19:43,  3.21it/s]
epoch 1 loss 0.05527:  33%|███▎      | 1838/5632 [10:22<43:44,  1.45it/s]
epoch 1 loss 0.05524:  33%|███▎      | 1838/5632 [10:22<43:44,  1.45it/s]
epoch 1 loss 0.05524:  33%|███▎      | 1839/5632 [10:22<36:30,  1.73it/s]
epoch 1 loss 0.05521:  33%|███▎      | 1839/5632 [10:23<36:30,  1.73it/s]
epoch 1 loss 0.05521:  33%|███▎      | 1840/5632 [10:23<31:26,  2.01it/s]
epoch 1 loss 0.05518:  33%|███▎      | 1840/5632 [10:23<31:26,  2.01it/s]
epoch 1 loss 0.05518:  33%|███▎      | 1841/5632 [10:23<27:54,  2.26it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1841/5632 [10:23<27:54,  2.26it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1842/5632 [10:23<25:23,  2.49it/s]
epoch 1 loss 0.05512:  33%|███▎      | 1842/5632 [10:24<25:23,  2.49it/s]
epoch 1 loss 0.05512:  33%|███▎      | 1843/5632 [10:24<23:37,  2.67it/s]
epoch 1 loss 0.0551:  33%|███▎      | 1843/5632 [10:24<23:37,  2.67it/s] 
epoch 1 loss 0.0551:  33%|███▎      | 1844/5632 [10:24<22:22,  2.82it/s]
epoch 1 loss 0.05507:  33%|███▎      | 1844/5632 [10:24<22:22,  2.82it/s]
epoch 1 loss 0.05507:  33%|███▎      | 1845/5632 [10:24<21:35,  2.92it/s]
epoch 1 loss 0.05531:  33%|███▎      | 1845/5632 [10:25<21:35,  2.92it/s]
epoch 1 loss 0.05531:  33%|███▎      | 1846/5632 [10:25<20:57,  3.01it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1846/5632 [10:25<20:57,  3.01it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1847/5632 [10:25<20:32,  3.07it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1847/5632 [10:25<20:32,  3.07it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1848/5632 [10:25<20:13,  3.12it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1848/5632 [10:25<20:13,  3.12it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1849/5632 [10:25<20:02,  3.15it/s]
epoch 1 loss 0.05529:  33%|███▎      | 1849/5632 [10:26<20:02,  3.15it/s]
epoch 1 loss 0.05529:  33%|███▎      | 1850/5632 [10:26<19:50,  3.18it/s]
epoch 1 loss 0.05526:  33%|███▎      | 1850/5632 [10:26<19:50,  3.18it/s]
epoch 1 loss 0.05526:  33%|███▎      | 1851/5632 [10:26<19:44,  3.19it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1851/5632 [10:26<19:44,  3.19it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1852/5632 [10:26<19:39,  3.20it/s]
epoch 1 loss 0.0552:  33%|███▎      | 1852/5632 [10:27<19:39,  3.20it/s] 
epoch 1 loss 0.0552:  33%|███▎      | 1853/5632 [10:27<19:38,  3.21it/s]
epoch 1 loss 0.05517:  33%|███▎      | 1853/5632 [10:27<19:38,  3.21it/s]
epoch 1 loss 0.05517:  33%|███▎      | 1854/5632 [10:27<19:36,  3.21it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1854/5632 [10:27<19:36,  3.21it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1855/5632 [10:27<19:35,  3.21it/s]
epoch 1 loss 0.05512:  33%|███▎      | 1855/5632 [10:28<19:35,  3.21it/s]
epoch 1 loss 0.05512:  33%|███▎      | 1856/5632 [10:28<19:34,  3.22it/s]
epoch 1 loss 0.05518:  33%|███▎      | 1856/5632 [10:28<19:34,  3.22it/s]
epoch 1 loss 0.05518:  33%|███▎      | 1857/5632 [10:28<19:33,  3.22it/s]
epoch 1 loss 0.05519:  33%|███▎      | 1857/5632 [10:28<19:33,  3.22it/s]
epoch 1 loss 0.05519:  33%|███▎      | 1858/5632 [10:28<19:33,  3.22it/s]
epoch 1 loss 0.05536:  33%|███▎      | 1858/5632 [10:29<19:33,  3.22it/s]
epoch 1 loss 0.05536:  33%|███▎      | 1859/5632 [10:29<19:32,  3.22it/s]
epoch 1 loss 0.05533:  33%|███▎      | 1859/5632 [10:29<19:32,  3.22it/s]
epoch 1 loss 0.05533:  33%|███▎      | 1860/5632 [10:29<19:30,  3.22it/s]
epoch 1 loss 0.0553:  33%|███▎      | 1860/5632 [10:29<19:30,  3.22it/s] 
epoch 1 loss 0.0553:  33%|███▎      | 1861/5632 [10:29<19:31,  3.22it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1861/5632 [10:29<19:31,  3.22it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1862/5632 [10:29<19:30,  3.22it/s]
epoch 1 loss 0.05526:  33%|███▎      | 1862/5632 [10:30<19:30,  3.22it/s]
epoch 1 loss 0.05526:  33%|███▎      | 1863/5632 [10:30<19:27,  3.23it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1863/5632 [10:30<19:27,  3.23it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1864/5632 [10:30<19:30,  3.22it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1864/5632 [10:30<19:30,  3.22it/s]
epoch 1 loss 0.05528:  33%|███▎      | 1865/5632 [10:30<19:30,  3.22it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1865/5632 [10:31<19:30,  3.22it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1866/5632 [10:31<19:32,  3.21it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1866/5632 [10:31<19:32,  3.21it/s]
epoch 1 loss 0.05525:  33%|███▎      | 1867/5632 [10:31<19:32,  3.21it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1867/5632 [10:31<19:32,  3.21it/s]
epoch 1 loss 0.05523:  33%|███▎      | 1868/5632 [10:31<19:30,  3.21it/s]
epoch 1 loss 0.05521:  33%|███▎      | 1868/5632 [10:32<19:30,  3.21it/s]
epoch 1 loss 0.05521:  33%|███▎      | 1869/5632 [10:32<19:31,  3.21it/s]
epoch 1 loss 0.05519:  33%|███▎      | 1869/5632 [10:32<19:31,  3.21it/s]
epoch 1 loss 0.05519:  33%|███▎      | 1870/5632 [10:32<19:30,  3.21it/s]
epoch 1 loss 0.05517:  33%|███▎      | 1870/5632 [10:32<19:30,  3.21it/s]
epoch 1 loss 0.05517:  33%|███▎      | 1871/5632 [10:32<19:29,  3.22it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1871/5632 [10:33<19:29,  3.22it/s]
epoch 1 loss 0.05515:  33%|███▎      | 1872/5632 [10:33<19:32,  3.21it/s]
epoch 1 loss 0.05513:  33%|███▎      | 1872/5632 [10:33<19:32,  3.21it/s]
epoch 1 loss 0.05513:  33%|███▎      | 1873/5632 [10:33<19:36,  3.20it/s]
epoch 1 loss 0.0551:  33%|███▎      | 1873/5632 [10:33<19:36,  3.20it/s] 
epoch 1 loss 0.0551:  33%|███▎      | 1874/5632 [10:33<19:36,  3.20it/s]
epoch 1 loss 0.05507:  33%|███▎      | 1874/5632 [10:34<19:36,  3.20it/s]
epoch 1 loss 0.05507:  33%|███▎      | 1875/5632 [10:34<19:28,  3.21it/s]
epoch 1 loss 0.05505:  33%|███▎      | 1875/5632 [10:34<19:28,  3.21it/s]
epoch 1 loss 0.05505:  33%|███▎      | 1876/5632 [10:34<19:28,  3.22it/s]
epoch 1 loss 0.05502:  33%|███▎      | 1876/5632 [10:34<19:28,  3.22it/s]
epoch 1 loss 0.05502:  33%|███▎      | 1877/5632 [10:34<19:28,  3.21it/s]
epoch 1 loss 0.05499:  33%|███▎      | 1877/5632 [10:34<19:28,  3.21it/s]
epoch 1 loss 0.05499:  33%|███▎      | 1878/5632 [10:34<19:28,  3.21it/s]
epoch 1 loss 0.05496:  33%|███▎      | 1878/5632 [10:35<19:28,  3.21it/s]
epoch 1 loss 0.05496:  33%|███▎      | 1879/5632 [10:35<19:27,  3.22it/s]
epoch 1 loss 0.05494:  33%|███▎      | 1879/5632 [10:35<19:27,  3.22it/s]
epoch 1 loss 0.05494:  33%|███▎      | 1880/5632 [10:35<19:28,  3.21it/s]
epoch 1 loss 0.05491:  33%|███▎      | 1880/5632 [10:35<19:28,  3.21it/s]
epoch 1 loss 0.05491:  33%|███▎      | 1881/5632 [10:35<19:27,  3.21it/s]
epoch 1 loss 0.05488:  33%|███▎      | 1881/5632 [10:36<19:27,  3.21it/s]
epoch 1 loss 0.05488:  33%|███▎      | 1882/5632 [10:36<19:23,  3.22it/s]
epoch 1 loss 0.05486:  33%|███▎      | 1882/5632 [10:36<19:23,  3.22it/s]
epoch 1 loss 0.05486:  33%|███▎      | 1883/5632 [10:36<19:23,  3.22it/s]
epoch 1 loss 0.05483:  33%|███▎      | 1883/5632 [10:36<19:23,  3.22it/s]
epoch 1 loss 0.05483:  33%|███▎      | 1884/5632 [10:36<19:22,  3.22it/s]
epoch 1 loss 0.0548:  33%|███▎      | 1884/5632 [10:38<19:22,  3.22it/s] 
epoch 1 loss 0.0548:  33%|███▎      | 1885/5632 [10:38<42:55,  1.45it/s]
epoch 1 loss 0.05477:  33%|███▎      | 1885/5632 [10:38<42:55,  1.45it/s]
epoch 1 loss 0.05477:  33%|███▎      | 1886/5632 [10:38<35:51,  1.74it/s]
epoch 1 loss 0.05475:  33%|███▎      | 1886/5632 [10:39<35:51,  1.74it/s]
epoch 1 loss 0.05475:  34%|███▎      | 1887/5632 [10:39<30:55,  2.02it/s]
epoch 1 loss 0.05472:  34%|███▎      | 1887/5632 [10:39<30:55,  2.02it/s]
epoch 1 loss 0.05472:  34%|███▎      | 1888/5632 [10:39<27:27,  2.27it/s]
epoch 1 loss 0.05469:  34%|███▎      | 1888/5632 [10:39<27:27,  2.27it/s]
epoch 1 loss 0.05469:  34%|███▎      | 1889/5632 [10:39<24:59,  2.50it/s]
epoch 1 loss 0.05466:  34%|███▎      | 1889/5632 [10:39<24:59,  2.50it/s]
epoch 1 loss 0.05466:  34%|███▎      | 1890/5632 [10:39<23:16,  2.68it/s]
epoch 1 loss 0.05487:  34%|███▎      | 1890/5632 [10:40<23:16,  2.68it/s]
epoch 1 loss 0.05487:  34%|███▎      | 1891/5632 [10:40<22:04,  2.82it/s]
epoch 1 loss 0.05484:  34%|███▎      | 1891/5632 [10:40<22:04,  2.82it/s]
epoch 1 loss 0.05484:  34%|███▎      | 1892/5632 [10:40<21:14,  2.93it/s]
epoch 1 loss 0.05493:  34%|███▎      | 1892/5632 [10:40<21:14,  2.93it/s]
epoch 1 loss 0.05493:  34%|███▎      | 1893/5632 [10:40<20:39,  3.02it/s]
epoch 1 loss 0.0549:  34%|███▎      | 1893/5632 [10:41<20:39,  3.02it/s] 
epoch 1 loss 0.0549:  34%|███▎      | 1894/5632 [10:41<20:15,  3.07it/s]
epoch 1 loss 0.05501:  34%|███▎      | 1894/5632 [10:41<20:15,  3.07it/s]
epoch 1 loss 0.05501:  34%|███▎      | 1895/5632 [10:41<19:57,  3.12it/s]
epoch 1 loss 0.05511:  34%|███▎      | 1895/5632 [10:41<19:57,  3.12it/s]
epoch 1 loss 0.05511:  34%|███▎      | 1896/5632 [10:41<19:46,  3.15it/s]
epoch 1 loss 0.05508:  34%|███▎      | 1896/5632 [10:42<19:46,  3.15it/s]
epoch 1 loss 0.05508:  34%|███▎      | 1897/5632 [10:42<19:36,  3.17it/s]
epoch 1 loss 0.05505:  34%|███▎      | 1897/5632 [10:42<19:36,  3.17it/s]
epoch 1 loss 0.05505:  34%|███▎      | 1898/5632 [10:42<19:30,  3.19it/s]
epoch 1 loss 0.05503:  34%|███▎      | 1898/5632 [10:42<19:30,  3.19it/s]
epoch 1 loss 0.05503:  34%|███▎      | 1899/5632 [10:42<19:26,  3.20it/s]
epoch 1 loss 0.055:  34%|███▎      | 1899/5632 [10:43<19:26,  3.20it/s]  
epoch 1 loss 0.055:  34%|███▎      | 1900/5632 [10:43<19:23,  3.21it/s]
epoch 1 loss 0.05497:  34%|███▎      | 1900/5632 [10:43<19:23,  3.21it/s]
epoch 1 loss 0.05497:  34%|███▍      | 1901/5632 [10:43<19:22,  3.21it/s]
epoch 1 loss 0.05495:  34%|███▍      | 1901/5632 [10:43<19:22,  3.21it/s]
epoch 1 loss 0.05495:  34%|███▍      | 1902/5632 [10:43<19:19,  3.22it/s]
epoch 1 loss 0.05508:  34%|███▍      | 1902/5632 [10:43<19:19,  3.22it/s]
epoch 1 loss 0.05508:  34%|███▍      | 1903/5632 [10:43<19:17,  3.22it/s]
epoch 1 loss 0.05506:  34%|███▍      | 1903/5632 [10:44<19:17,  3.22it/s]
epoch 1 loss 0.05506:  34%|███▍      | 1904/5632 [10:44<19:16,  3.22it/s]
epoch 1 loss 0.05503:  34%|███▍      | 1904/5632 [10:44<19:16,  3.22it/s]
epoch 1 loss 0.05503:  34%|███▍      | 1905/5632 [10:44<19:14,  3.23it/s]
epoch 1 loss 0.055:  34%|███▍      | 1905/5632 [10:44<19:14,  3.23it/s]  
epoch 1 loss 0.055:  34%|███▍      | 1906/5632 [10:44<19:14,  3.23it/s]
epoch 1 loss 0.05497:  34%|███▍      | 1906/5632 [10:45<19:14,  3.23it/s]
epoch 1 loss 0.05497:  34%|███▍      | 1907/5632 [10:45<19:13,  3.23it/s]
epoch 1 loss 0.05494:  34%|███▍      | 1907/5632 [10:45<19:13,  3.23it/s]
epoch 1 loss 0.05494:  34%|███▍      | 1908/5632 [10:45<19:14,  3.22it/s]
epoch 1 loss 0.05491:  34%|███▍      | 1908/5632 [10:45<19:14,  3.22it/s]
epoch 1 loss 0.05491:  34%|███▍      | 1909/5632 [10:45<19:13,  3.23it/s]
epoch 1 loss 0.05489:  34%|███▍      | 1909/5632 [10:46<19:13,  3.23it/s]
epoch 1 loss 0.05489:  34%|███▍      | 1910/5632 [10:46<19:14,  3.22it/s]
epoch 1 loss 0.05486:  34%|███▍      | 1910/5632 [10:46<19:14,  3.22it/s]
epoch 1 loss 0.05486:  34%|███▍      | 1911/5632 [10:46<19:15,  3.22it/s]
epoch 1 loss 0.05483:  34%|███▍      | 1911/5632 [10:46<19:15,  3.22it/s]
epoch 1 loss 0.05483:  34%|███▍      | 1912/5632 [10:46<19:11,  3.23it/s]
epoch 1 loss 0.05481:  34%|███▍      | 1912/5632 [10:47<19:11,  3.23it/s]
epoch 1 loss 0.05481:  34%|███▍      | 1913/5632 [10:47<19:12,  3.23it/s]
epoch 1 loss 0.05478:  34%|███▍      | 1913/5632 [10:47<19:12,  3.23it/s]
epoch 1 loss 0.05478:  34%|███▍      | 1914/5632 [10:47<19:12,  3.23it/s]
epoch 1 loss 0.05475:  34%|███▍      | 1914/5632 [10:47<19:12,  3.23it/s]
epoch 1 loss 0.05475:  34%|███▍      | 1915/5632 [10:47<19:12,  3.22it/s]
epoch 1 loss 0.05472:  34%|███▍      | 1915/5632 [10:48<19:12,  3.22it/s]
epoch 1 loss 0.05472:  34%|███▍      | 1916/5632 [10:48<19:14,  3.22it/s]
epoch 1 loss 0.05469:  34%|███▍      | 1916/5632 [10:48<19:14,  3.22it/s]
epoch 1 loss 0.05469:  34%|███▍      | 1917/5632 [10:48<19:12,  3.22it/s]
epoch 1 loss 0.05467:  34%|███▍      | 1917/5632 [10:48<19:12,  3.22it/s]
epoch 1 loss 0.05467:  34%|███▍      | 1918/5632 [10:48<19:12,  3.22it/s]
epoch 1 loss 0.05465:  34%|███▍      | 1918/5632 [10:48<19:12,  3.22it/s]
epoch 1 loss 0.05465:  34%|███▍      | 1919/5632 [10:48<19:11,  3.22it/s]
epoch 1 loss 0.05462:  34%|███▍      | 1919/5632 [10:49<19:11,  3.22it/s]
epoch 1 loss 0.05462:  34%|███▍      | 1920/5632 [10:49<19:12,  3.22it/s]
epoch 1 loss 0.05459:  34%|███▍      | 1920/5632 [10:49<19:12,  3.22it/s]
epoch 1 loss 0.05459:  34%|███▍      | 1921/5632 [10:49<19:12,  3.22it/s]
epoch 1 loss 0.05457:  34%|███▍      | 1921/5632 [10:49<19:12,  3.22it/s]
epoch 1 loss 0.05457:  34%|███▍      | 1922/5632 [10:49<19:11,  3.22it/s]
epoch 1 loss 0.05454:  34%|███▍      | 1922/5632 [10:50<19:11,  3.22it/s]
epoch 1 loss 0.05454:  34%|███▍      | 1923/5632 [10:50<19:10,  3.22it/s]
epoch 1 loss 0.05451:  34%|███▍      | 1923/5632 [10:50<19:10,  3.22it/s]
epoch 1 loss 0.05451:  34%|███▍      | 1924/5632 [10:50<19:11,  3.22it/s]
epoch 1 loss 0.05449:  34%|███▍      | 1924/5632 [10:50<19:11,  3.22it/s]
epoch 1 loss 0.05449:  34%|███▍      | 1925/5632 [10:50<19:10,  3.22it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1925/5632 [10:51<19:10,  3.22it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1926/5632 [10:51<19:07,  3.23it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1926/5632 [10:51<19:07,  3.23it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1927/5632 [10:51<19:08,  3.23it/s]
epoch 1 loss 0.05441:  34%|███▍      | 1927/5632 [10:51<19:08,  3.23it/s]
epoch 1 loss 0.05441:  34%|███▍      | 1928/5632 [10:51<19:07,  3.23it/s]
epoch 1 loss 0.05438:  34%|███▍      | 1928/5632 [10:52<19:07,  3.23it/s]
epoch 1 loss 0.05438:  34%|███▍      | 1929/5632 [10:52<19:07,  3.23it/s]
epoch 1 loss 0.05435:  34%|███▍      | 1929/5632 [10:52<19:07,  3.23it/s]
epoch 1 loss 0.05435:  34%|███▍      | 1930/5632 [10:52<19:06,  3.23it/s]
epoch 1 loss 0.05454:  34%|███▍      | 1930/5632 [10:52<19:06,  3.23it/s]
epoch 1 loss 0.05454:  34%|███▍      | 1931/5632 [10:52<19:09,  3.22it/s]
epoch 1 loss 0.05452:  34%|███▍      | 1931/5632 [10:53<19:09,  3.22it/s]
epoch 1 loss 0.05452:  34%|███▍      | 1932/5632 [10:53<37:15,  1.66it/s]
epoch 1 loss 0.05449:  34%|███▍      | 1932/5632 [10:54<37:15,  1.66it/s]
epoch 1 loss 0.05449:  34%|███▍      | 1933/5632 [10:54<31:48,  1.94it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1933/5632 [10:54<31:48,  1.94it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1934/5632 [10:54<28:00,  2.20it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1934/5632 [10:54<28:00,  2.20it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1935/5632 [10:54<25:19,  2.43it/s]
epoch 1 loss 0.0545:  34%|███▍      | 1935/5632 [10:55<25:19,  2.43it/s] 
epoch 1 loss 0.0545:  34%|███▍      | 1936/5632 [10:55<23:28,  2.62it/s]
epoch 1 loss 0.05448:  34%|███▍      | 1936/5632 [10:55<23:28,  2.62it/s]
epoch 1 loss 0.05448:  34%|███▍      | 1937/5632 [10:55<22:09,  2.78it/s]
epoch 1 loss 0.05445:  34%|███▍      | 1937/5632 [10:55<22:09,  2.78it/s]
epoch 1 loss 0.05445:  34%|███▍      | 1938/5632 [10:55<21:14,  2.90it/s]
epoch 1 loss 0.05442:  34%|███▍      | 1938/5632 [10:56<21:14,  2.90it/s]
epoch 1 loss 0.05442:  34%|███▍      | 1939/5632 [10:56<20:36,  2.99it/s]
epoch 1 loss 0.05451:  34%|███▍      | 1939/5632 [10:56<20:36,  2.99it/s]
epoch 1 loss 0.05451:  34%|███▍      | 1940/5632 [10:56<20:08,  3.06it/s]
epoch 1 loss 0.05448:  34%|███▍      | 1940/5632 [10:56<20:08,  3.06it/s]
epoch 1 loss 0.05448:  34%|███▍      | 1941/5632 [10:56<19:48,  3.10it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1941/5632 [10:57<19:48,  3.10it/s]
epoch 1 loss 0.05446:  34%|███▍      | 1942/5632 [10:57<19:35,  3.14it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1942/5632 [10:57<19:35,  3.14it/s]
epoch 1 loss 0.05443:  34%|███▍      | 1943/5632 [10:57<20:09,  3.05it/s]
epoch 1 loss 0.05452:  34%|███▍      | 1943/5632 [10:57<20:09,  3.05it/s]
epoch 1 loss 0.05452:  35%|███▍      | 1944/5632 [10:57<19:50,  3.10it/s]
epoch 1 loss 0.05449:  35%|███▍      | 1944/5632 [10:58<19:50,  3.10it/s]
epoch 1 loss 0.05449:  35%|███▍      | 1945/5632 [10:58<19:35,  3.14it/s]
epoch 1 loss 0.05446:  35%|███▍      | 1945/5632 [10:58<19:35,  3.14it/s]
epoch 1 loss 0.05446:  35%|███▍      | 1946/5632 [10:58<19:28,  3.16it/s]
epoch 1 loss 0.05443:  35%|███▍      | 1946/5632 [10:58<19:28,  3.16it/s]
epoch 1 loss 0.05443:  35%|███▍      | 1947/5632 [10:58<19:19,  3.18it/s]
epoch 1 loss 0.05441:  35%|███▍      | 1947/5632 [10:58<19:19,  3.18it/s]
epoch 1 loss 0.05441:  35%|███▍      | 1948/5632 [10:58<19:14,  3.19it/s]
epoch 1 loss 0.05438:  35%|███▍      | 1948/5632 [10:59<19:14,  3.19it/s]
epoch 1 loss 0.05438:  35%|███▍      | 1949/5632 [10:59<19:10,  3.20it/s]
epoch 1 loss 0.05436:  35%|███▍      | 1949/5632 [10:59<19:10,  3.20it/s]
epoch 1 loss 0.05436:  35%|███▍      | 1950/5632 [10:59<19:08,  3.21it/s]
epoch 1 loss 0.05433:  35%|███▍      | 1950/5632 [10:59<19:08,  3.21it/s]
epoch 1 loss 0.05433:  35%|███▍      | 1951/5632 [10:59<19:06,  3.21it/s]
epoch 1 loss 0.05439:  35%|███▍      | 1951/5632 [11:00<19:06,  3.21it/s]
epoch 1 loss 0.05439:  35%|███▍      | 1952/5632 [11:00<19:04,  3.21it/s]
epoch 1 loss 0.05443:  35%|███▍      | 1952/5632 [11:00<19:04,  3.21it/s]
epoch 1 loss 0.05443:  35%|███▍      | 1953/5632 [11:00<19:04,  3.21it/s]
epoch 1 loss 0.05442:  35%|███▍      | 1953/5632 [11:00<19:04,  3.21it/s]
epoch 1 loss 0.05442:  35%|███▍      | 1954/5632 [11:00<19:03,  3.22it/s]
epoch 1 loss 0.05439:  35%|███▍      | 1954/5632 [11:01<19:03,  3.22it/s]
epoch 1 loss 0.05439:  35%|███▍      | 1955/5632 [11:01<19:05,  3.21it/s]
epoch 1 loss 0.05436:  35%|███▍      | 1955/5632 [11:01<19:05,  3.21it/s]
epoch 1 loss 0.05436:  35%|███▍      | 1956/5632 [11:01<19:05,  3.21it/s]
epoch 1 loss 0.05434:  35%|███▍      | 1956/5632 [11:01<19:05,  3.21it/s]
epoch 1 loss 0.05434:  35%|███▍      | 1957/5632 [11:01<19:06,  3.20it/s]
epoch 1 loss 0.05432:  35%|███▍      | 1957/5632 [11:02<19:06,  3.20it/s]
epoch 1 loss 0.05432:  35%|███▍      | 1958/5632 [11:02<19:04,  3.21it/s]
epoch 1 loss 0.05429:  35%|███▍      | 1958/5632 [11:02<19:04,  3.21it/s]
epoch 1 loss 0.05429:  35%|███▍      | 1959/5632 [11:02<19:03,  3.21it/s]
epoch 1 loss 0.05427:  35%|███▍      | 1959/5632 [11:02<19:03,  3.21it/s]
epoch 1 loss 0.05427:  35%|███▍      | 1960/5632 [11:02<19:04,  3.21it/s]
epoch 1 loss 0.05424:  35%|███▍      | 1960/5632 [11:02<19:04,  3.21it/s]
epoch 1 loss 0.05424:  35%|███▍      | 1961/5632 [11:03<19:02,  3.21it/s]
epoch 1 loss 0.05422:  35%|███▍      | 1961/5632 [11:03<19:02,  3.21it/s]
epoch 1 loss 0.05422:  35%|███▍      | 1962/5632 [11:03<19:00,  3.22it/s]
epoch 1 loss 0.05419:  35%|███▍      | 1962/5632 [11:03<19:00,  3.22it/s]
epoch 1 loss 0.05419:  35%|███▍      | 1963/5632 [11:03<18:59,  3.22it/s]
epoch 1 loss 0.05416:  35%|███▍      | 1963/5632 [11:03<18:59,  3.22it/s]
epoch 1 loss 0.05416:  35%|███▍      | 1964/5632 [11:03<18:59,  3.22it/s]
epoch 1 loss 0.05424:  35%|███▍      | 1964/5632 [11:04<18:59,  3.22it/s]
epoch 1 loss 0.05424:  35%|███▍      | 1965/5632 [11:04<18:58,  3.22it/s]
epoch 1 loss 0.05421:  35%|███▍      | 1965/5632 [11:04<18:58,  3.22it/s]
epoch 1 loss 0.05421:  35%|███▍      | 1966/5632 [11:04<18:57,  3.22it/s]
epoch 1 loss 0.05437:  35%|███▍      | 1966/5632 [11:04<18:57,  3.22it/s]
epoch 1 loss 0.05437:  35%|███▍      | 1967/5632 [11:04<18:57,  3.22it/s]
epoch 1 loss 0.05434:  35%|███▍      | 1967/5632 [11:05<18:57,  3.22it/s]
epoch 1 loss 0.05434:  35%|███▍      | 1968/5632 [11:05<18:56,  3.22it/s]
epoch 1 loss 0.05432:  35%|███▍      | 1968/5632 [11:05<18:56,  3.22it/s]
epoch 1 loss 0.05432:  35%|███▍      | 1969/5632 [11:05<18:57,  3.22it/s]
epoch 1 loss 0.05429:  35%|███▍      | 1969/5632 [11:05<18:57,  3.22it/s]
epoch 1 loss 0.05429:  35%|███▍      | 1970/5632 [11:05<18:54,  3.23it/s]
epoch 1 loss 0.05427:  35%|███▍      | 1970/5632 [11:06<18:54,  3.23it/s]
epoch 1 loss 0.05427:  35%|███▍      | 1971/5632 [11:06<18:55,  3.23it/s]
epoch 1 loss 0.05425:  35%|███▍      | 1971/5632 [11:06<18:55,  3.23it/s]
epoch 1 loss 0.05425:  35%|███▌      | 1972/5632 [11:06<18:54,  3.23it/s]
epoch 1 loss 0.05423:  35%|███▌      | 1972/5632 [11:06<18:54,  3.23it/s]
epoch 1 loss 0.05423:  35%|███▌      | 1973/5632 [11:06<18:55,  3.22it/s]
epoch 1 loss 0.0542:  35%|███▌      | 1973/5632 [11:07<18:55,  3.22it/s] 
epoch 1 loss 0.0542:  35%|███▌      | 1974/5632 [11:07<18:55,  3.22it/s]
epoch 1 loss 0.05418:  35%|███▌      | 1974/5632 [11:07<18:55,  3.22it/s]
epoch 1 loss 0.05418:  35%|███▌      | 1975/5632 [11:07<18:56,  3.22it/s]
epoch 1 loss 0.05416:  35%|███▌      | 1975/5632 [11:07<18:56,  3.22it/s]
epoch 1 loss 0.05416:  35%|███▌      | 1976/5632 [11:07<18:55,  3.22it/s]
epoch 1 loss 0.05413:  35%|███▌      | 1976/5632 [11:07<18:55,  3.22it/s]
epoch 1 loss 0.05413:  35%|███▌      | 1977/5632 [11:07<18:53,  3.23it/s]
epoch 1 loss 0.05437:  35%|███▌      | 1977/5632 [11:08<18:53,  3.23it/s]
epoch 1 loss 0.05437:  35%|███▌      | 1978/5632 [11:08<18:52,  3.23it/s]
epoch 1 loss 0.05435:  35%|███▌      | 1978/5632 [11:09<18:52,  3.23it/s]
epoch 1 loss 0.05435:  35%|███▌      | 1979/5632 [11:09<38:39,  1.58it/s]
epoch 1 loss 0.05432:  35%|███▌      | 1979/5632 [11:09<38:39,  1.58it/s]
epoch 1 loss 0.05432:  35%|███▌      | 1980/5632 [11:09<32:43,  1.86it/s]
epoch 1 loss 0.0543:  35%|███▌      | 1980/5632 [11:10<32:43,  1.86it/s] 
epoch 1 loss 0.0543:  35%|███▌      | 1981/5632 [11:10<28:33,  2.13it/s]
epoch 1 loss 0.05427:  35%|███▌      | 1981/5632 [11:10<28:33,  2.13it/s]
epoch 1 loss 0.05427:  35%|███▌      | 1982/5632 [11:10<25:39,  2.37it/s]
epoch 1 loss 0.05424:  35%|███▌      | 1982/5632 [11:10<25:39,  2.37it/s]
epoch 1 loss 0.05424:  35%|███▌      | 1983/5632 [11:10<23:37,  2.57it/s]
epoch 1 loss 0.05422:  35%|███▌      | 1983/5632 [11:11<23:37,  2.57it/s]
epoch 1 loss 0.05422:  35%|███▌      | 1984/5632 [11:11<22:12,  2.74it/s]
epoch 1 loss 0.05419:  35%|███▌      | 1984/5632 [11:11<22:12,  2.74it/s]
epoch 1 loss 0.05419:  35%|███▌      | 1985/5632 [11:11<21:11,  2.87it/s]
epoch 1 loss 0.05417:  35%|███▌      | 1985/5632 [11:11<21:11,  2.87it/s]
epoch 1 loss 0.05417:  35%|███▌      | 1986/5632 [11:11<20:29,  2.97it/s]
epoch 1 loss 0.05414:  35%|███▌      | 1986/5632 [11:12<20:29,  2.97it/s]
epoch 1 loss 0.05414:  35%|███▌      | 1987/5632 [11:12<19:59,  3.04it/s]
epoch 1 loss 0.05411:  35%|███▌      | 1987/5632 [11:12<19:59,  3.04it/s]
epoch 1 loss 0.05411:  35%|███▌      | 1988/5632 [11:12<19:38,  3.09it/s]
epoch 1 loss 0.05409:  35%|███▌      | 1988/5632 [11:12<19:38,  3.09it/s]
epoch 1 loss 0.05409:  35%|███▌      | 1989/5632 [11:12<19:23,  3.13it/s]
epoch 1 loss 0.05406:  35%|███▌      | 1989/5632 [11:13<19:23,  3.13it/s]
epoch 1 loss 0.05406:  35%|███▌      | 1990/5632 [11:13<19:12,  3.16it/s]
epoch 1 loss 0.05403:  35%|███▌      | 1990/5632 [11:13<19:12,  3.16it/s]
epoch 1 loss 0.05403:  35%|███▌      | 1991/5632 [11:13<19:09,  3.17it/s]
epoch 1 loss 0.05401:  35%|███▌      | 1991/5632 [11:13<19:09,  3.17it/s]
epoch 1 loss 0.05401:  35%|███▌      | 1992/5632 [11:13<19:22,  3.13it/s]
epoch 1 loss 0.05398:  35%|███▌      | 1992/5632 [11:14<19:22,  3.13it/s]
epoch 1 loss 0.05398:  35%|███▌      | 1993/5632 [11:14<19:18,  3.14it/s]
epoch 1 loss 0.05396:  35%|███▌      | 1993/5632 [11:14<19:18,  3.14it/s]
epoch 1 loss 0.05396:  35%|███▌      | 1994/5632 [11:14<19:10,  3.16it/s]
epoch 1 loss 0.05393:  35%|███▌      | 1994/5632 [11:14<19:10,  3.16it/s]
epoch 1 loss 0.05393:  35%|███▌      | 1995/5632 [11:14<19:04,  3.18it/s]
epoch 1 loss 0.05391:  35%|███▌      | 1995/5632 [11:14<19:04,  3.18it/s]
epoch 1 loss 0.05391:  35%|███▌      | 1996/5632 [11:14<18:59,  3.19it/s]
epoch 1 loss 0.05388:  35%|███▌      | 1996/5632 [11:15<18:59,  3.19it/s]
epoch 1 loss 0.05388:  35%|███▌      | 1997/5632 [11:15<18:52,  3.21it/s]
epoch 1 loss 0.05385:  35%|███▌      | 1997/5632 [11:15<18:52,  3.21it/s]
epoch 1 loss 0.05385:  35%|███▌      | 1998/5632 [11:15<18:45,  3.23it/s]
epoch 1 loss 0.05383:  35%|███▌      | 1998/5632 [11:15<18:45,  3.23it/s]
epoch 1 loss 0.05383:  35%|███▌      | 1999/5632 [11:15<18:44,  3.23it/s]
epoch 1 loss 0.05391:  35%|███▌      | 1999/5632 [11:16<18:44,  3.23it/s]
epoch 1 loss 0.05391:  36%|███▌      | 2000/5632 [11:16<18:45,  3.23it/s]
epoch 1 loss 0.05388:  36%|███▌      | 2000/5632 [11:16<18:45,  3.23it/s]
epoch 1 loss 0.05388:  36%|███▌      | 2001/5632 [11:16<18:43,  3.23it/s]
epoch 1 loss 0.05385:  36%|███▌      | 2001/5632 [11:16<18:43,  3.23it/s]
epoch 1 loss 0.05385:  36%|███▌      | 2002/5632 [11:16<18:44,  3.23it/s]
epoch 1 loss 0.05383:  36%|███▌      | 2002/5632 [11:17<18:44,  3.23it/s]
epoch 1 loss 0.05383:  36%|███▌      | 2003/5632 [11:17<18:44,  3.23it/s]
epoch 1 loss 0.0538:  36%|███▌      | 2003/5632 [11:17<18:44,  3.23it/s] 
epoch 1 loss 0.0538:  36%|███▌      | 2004/5632 [11:17<18:46,  3.22it/s]
epoch 1 loss 0.05378:  36%|███▌      | 2004/5632 [11:17<18:46,  3.22it/s]
epoch 1 loss 0.05378:  36%|███▌      | 2005/5632 [11:17<18:46,  3.22it/s]
epoch 1 loss 0.05375:  36%|███▌      | 2005/5632 [11:18<18:46,  3.22it/s]
epoch 1 loss 0.05375:  36%|███▌      | 2006/5632 [11:18<18:48,  3.21it/s]
epoch 1 loss 0.05373:  36%|███▌      | 2006/5632 [11:18<18:48,  3.21it/s]
epoch 1 loss 0.05373:  36%|███▌      | 2007/5632 [11:18<18:49,  3.21it/s]
epoch 1 loss 0.0537:  36%|███▌      | 2007/5632 [11:18<18:49,  3.21it/s] 
epoch 1 loss 0.0537:  36%|███▌      | 2008/5632 [11:18<18:47,  3.21it/s]
epoch 1 loss 0.05368:  36%|███▌      | 2008/5632 [11:18<18:47,  3.21it/s]
epoch 1 loss 0.05368:  36%|███▌      | 2009/5632 [11:19<18:42,  3.23it/s]
epoch 1 loss 0.05365:  36%|███▌      | 2009/5632 [11:19<18:42,  3.23it/s]
epoch 1 loss 0.05365:  36%|███▌      | 2010/5632 [11:19<18:41,  3.23it/s]
epoch 1 loss 0.05363:  36%|███▌      | 2010/5632 [11:19<18:41,  3.23it/s]
epoch 1 loss 0.05363:  36%|███▌      | 2011/5632 [11:19<18:43,  3.22it/s]
epoch 1 loss 0.0536:  36%|███▌      | 2011/5632 [11:19<18:43,  3.22it/s] 
epoch 1 loss 0.0536:  36%|███▌      | 2012/5632 [11:19<18:41,  3.23it/s]
epoch 1 loss 0.05358:  36%|███▌      | 2012/5632 [11:20<18:41,  3.23it/s]
epoch 1 loss 0.05358:  36%|███▌      | 2013/5632 [11:20<18:41,  3.23it/s]
epoch 1 loss 0.05356:  36%|███▌      | 2013/5632 [11:20<18:41,  3.23it/s]
epoch 1 loss 0.05356:  36%|███▌      | 2014/5632 [11:20<18:40,  3.23it/s]
epoch 1 loss 0.05353:  36%|███▌      | 2014/5632 [11:20<18:40,  3.23it/s]
epoch 1 loss 0.05353:  36%|███▌      | 2015/5632 [11:20<18:39,  3.23it/s]
epoch 1 loss 0.05351:  36%|███▌      | 2015/5632 [11:21<18:39,  3.23it/s]
epoch 1 loss 0.05351:  36%|███▌      | 2016/5632 [11:21<18:36,  3.24it/s]
epoch 1 loss 0.05348:  36%|███▌      | 2016/5632 [11:21<18:36,  3.24it/s]
epoch 1 loss 0.05348:  36%|███▌      | 2017/5632 [11:21<18:36,  3.24it/s]
epoch 1 loss 0.05346:  36%|███▌      | 2017/5632 [11:21<18:36,  3.24it/s]
epoch 1 loss 0.05346:  36%|███▌      | 2018/5632 [11:21<18:39,  3.23it/s]
epoch 1 loss 0.05343:  36%|███▌      | 2018/5632 [11:22<18:39,  3.23it/s]
epoch 1 loss 0.05343:  36%|███▌      | 2019/5632 [11:22<18:40,  3.22it/s]
epoch 1 loss 0.05341:  36%|███▌      | 2019/5632 [11:22<18:40,  3.22it/s]
epoch 1 loss 0.05341:  36%|███▌      | 2020/5632 [11:22<18:41,  3.22it/s]
epoch 1 loss 0.05338:  36%|███▌      | 2020/5632 [11:22<18:41,  3.22it/s]
epoch 1 loss 0.05338:  36%|███▌      | 2021/5632 [11:22<18:43,  3.21it/s]
epoch 1 loss 0.05336:  36%|███▌      | 2021/5632 [11:23<18:43,  3.21it/s]
epoch 1 loss 0.05336:  36%|███▌      | 2022/5632 [11:23<18:44,  3.21it/s]
epoch 1 loss 0.05333:  36%|███▌      | 2022/5632 [11:23<18:44,  3.21it/s]
epoch 1 loss 0.05333:  36%|███▌      | 2023/5632 [11:23<18:46,  3.20it/s]
epoch 1 loss 0.05331:  36%|███▌      | 2023/5632 [11:23<18:46,  3.20it/s]
epoch 1 loss 0.05331:  36%|███▌      | 2024/5632 [11:23<18:45,  3.21it/s]
epoch 1 loss 0.05328:  36%|███▌      | 2024/5632 [11:23<18:45,  3.21it/s]
epoch 1 loss 0.05328:  36%|███▌      | 2025/5632 [11:23<18:43,  3.21it/s]
epoch 1 loss 0.05326:  36%|███▌      | 2025/5632 [11:25<18:43,  3.21it/s]
epoch 1 loss 0.05326:  36%|███▌      | 2026/5632 [11:25<40:56,  1.47it/s]
epoch 1 loss 0.05323:  36%|███▌      | 2026/5632 [11:25<40:56,  1.47it/s]
epoch 1 loss 0.05323:  36%|███▌      | 2027/5632 [11:25<34:15,  1.75it/s]
epoch 1 loss 0.05332:  36%|███▌      | 2027/5632 [11:26<34:15,  1.75it/s]
epoch 1 loss 0.05332:  36%|███▌      | 2028/5632 [11:26<29:34,  2.03it/s]
epoch 1 loss 0.0533:  36%|███▌      | 2028/5632 [11:26<29:34,  2.03it/s] 
epoch 1 loss 0.0533:  36%|███▌      | 2029/5632 [11:26<26:16,  2.29it/s]
epoch 1 loss 0.05327:  36%|███▌      | 2029/5632 [11:26<26:16,  2.29it/s]
epoch 1 loss 0.05327:  36%|███▌      | 2030/5632 [11:26<23:58,  2.50it/s]
epoch 1 loss 0.05325:  36%|███▌      | 2030/5632 [11:27<23:58,  2.50it/s]
epoch 1 loss 0.05325:  36%|███▌      | 2031/5632 [11:27<22:22,  2.68it/s]
epoch 1 loss 0.05322:  36%|███▌      | 2031/5632 [11:27<22:22,  2.68it/s]
epoch 1 loss 0.05322:  36%|███▌      | 2032/5632 [11:27<21:15,  2.82it/s]
epoch 1 loss 0.0532:  36%|███▌      | 2032/5632 [11:27<21:15,  2.82it/s] 
epoch 1 loss 0.0532:  36%|███▌      | 2033/5632 [11:27<20:28,  2.93it/s]
epoch 1 loss 0.05317:  36%|███▌      | 2033/5632 [11:27<20:28,  2.93it/s]
epoch 1 loss 0.05317:  36%|███▌      | 2034/5632 [11:28<19:54,  3.01it/s]
epoch 1 loss 0.05314:  36%|███▌      | 2034/5632 [11:28<19:54,  3.01it/s]
epoch 1 loss 0.05314:  36%|███▌      | 2035/5632 [11:28<19:30,  3.07it/s]
epoch 1 loss 0.05312:  36%|███▌      | 2035/5632 [11:28<19:30,  3.07it/s]
epoch 1 loss 0.05312:  36%|███▌      | 2036/5632 [11:28<19:14,  3.11it/s]
epoch 1 loss 0.05309:  36%|███▌      | 2036/5632 [11:28<19:14,  3.11it/s]
epoch 1 loss 0.05309:  36%|███▌      | 2037/5632 [11:28<19:01,  3.15it/s]
epoch 1 loss 0.05307:  36%|███▌      | 2037/5632 [11:29<19:01,  3.15it/s]
epoch 1 loss 0.05307:  36%|███▌      | 2038/5632 [11:29<18:53,  3.17it/s]
epoch 1 loss 0.05304:  36%|███▌      | 2038/5632 [11:29<18:53,  3.17it/s]
epoch 1 loss 0.05304:  36%|███▌      | 2039/5632 [11:29<18:48,  3.18it/s]
epoch 1 loss 0.05302:  36%|███▌      | 2039/5632 [11:29<18:48,  3.18it/s]
epoch 1 loss 0.05302:  36%|███▌      | 2040/5632 [11:29<18:42,  3.20it/s]
epoch 1 loss 0.053:  36%|███▌      | 2040/5632 [11:30<18:42,  3.20it/s]  
epoch 1 loss 0.053:  36%|███▌      | 2041/5632 [11:30<18:38,  3.21it/s]
epoch 1 loss 0.05297:  36%|███▌      | 2041/5632 [11:30<18:38,  3.21it/s]
epoch 1 loss 0.05297:  36%|███▋      | 2042/5632 [11:30<18:36,  3.22it/s]
epoch 1 loss 0.05295:  36%|███▋      | 2042/5632 [11:30<18:36,  3.22it/s]
epoch 1 loss 0.05295:  36%|███▋      | 2043/5632 [11:30<18:34,  3.22it/s]
epoch 1 loss 0.05292:  36%|███▋      | 2043/5632 [11:31<18:34,  3.22it/s]
epoch 1 loss 0.05292:  36%|███▋      | 2044/5632 [11:31<18:34,  3.22it/s]
epoch 1 loss 0.05317:  36%|███▋      | 2044/5632 [11:31<18:34,  3.22it/s]
epoch 1 loss 0.05317:  36%|███▋      | 2045/5632 [11:31<18:29,  3.23it/s]
epoch 1 loss 0.05315:  36%|███▋      | 2045/5632 [11:31<18:29,  3.23it/s]
epoch 1 loss 0.05315:  36%|███▋      | 2046/5632 [11:31<18:27,  3.24it/s]
epoch 1 loss 0.05313:  36%|███▋      | 2046/5632 [11:32<18:27,  3.24it/s]
epoch 1 loss 0.05313:  36%|███▋      | 2047/5632 [11:32<18:29,  3.23it/s]
epoch 1 loss 0.0531:  36%|███▋      | 2047/5632 [11:32<18:29,  3.23it/s] 
epoch 1 loss 0.0531:  36%|███▋      | 2048/5632 [11:32<18:30,  3.23it/s]
epoch 1 loss 0.05308:  36%|███▋      | 2048/5632 [11:32<18:30,  3.23it/s]
epoch 1 loss 0.05308:  36%|███▋      | 2049/5632 [11:32<18:29,  3.23it/s]
epoch 1 loss 0.05305:  36%|███▋      | 2049/5632 [11:32<18:29,  3.23it/s]
epoch 1 loss 0.05305:  36%|███▋      | 2050/5632 [11:32<18:32,  3.22it/s]
epoch 1 loss 0.05303:  36%|███▋      | 2050/5632 [11:33<18:32,  3.22it/s]
epoch 1 loss 0.05303:  36%|███▋      | 2051/5632 [11:33<18:34,  3.21it/s]
epoch 1 loss 0.05301:  36%|███▋      | 2051/5632 [11:33<18:34,  3.21it/s]
epoch 1 loss 0.05301:  36%|███▋      | 2052/5632 [11:33<18:34,  3.21it/s]
epoch 1 loss 0.05298:  36%|███▋      | 2052/5632 [11:33<18:34,  3.21it/s]
epoch 1 loss 0.05298:  36%|███▋      | 2053/5632 [11:33<18:32,  3.22it/s]
epoch 1 loss 0.05296:  36%|███▋      | 2053/5632 [11:34<18:32,  3.22it/s]
epoch 1 loss 0.05296:  36%|███▋      | 2054/5632 [11:34<18:28,  3.23it/s]
epoch 1 loss 0.05295:  36%|███▋      | 2054/5632 [11:34<18:28,  3.23it/s]
epoch 1 loss 0.05295:  36%|███▋      | 2055/5632 [11:34<18:27,  3.23it/s]
epoch 1 loss 0.05292:  36%|███▋      | 2055/5632 [11:34<18:27,  3.23it/s]
epoch 1 loss 0.05292:  37%|███▋      | 2056/5632 [11:34<18:27,  3.23it/s]
epoch 1 loss 0.0529:  37%|███▋      | 2056/5632 [11:35<18:27,  3.23it/s] 
epoch 1 loss 0.0529:  37%|███▋      | 2057/5632 [11:35<18:42,  3.18it/s]
epoch 1 loss 0.05287:  37%|███▋      | 2057/5632 [11:35<18:42,  3.18it/s]
epoch 1 loss 0.05287:  37%|███▋      | 2058/5632 [11:35<18:34,  3.21it/s]
epoch 1 loss 0.0529:  37%|███▋      | 2058/5632 [11:35<18:34,  3.21it/s] 
epoch 1 loss 0.0529:  37%|███▋      | 2059/5632 [11:35<18:32,  3.21it/s]
epoch 1 loss 0.05288:  37%|███▋      | 2059/5632 [11:36<18:32,  3.21it/s]
epoch 1 loss 0.05288:  37%|███▋      | 2060/5632 [11:36<18:33,  3.21it/s]
epoch 1 loss 0.05285:  37%|███▋      | 2060/5632 [11:36<18:33,  3.21it/s]
epoch 1 loss 0.05285:  37%|███▋      | 2061/5632 [11:36<18:31,  3.21it/s]
epoch 1 loss 0.05283:  37%|███▋      | 2061/5632 [11:36<18:31,  3.21it/s]
epoch 1 loss 0.05283:  37%|███▋      | 2062/5632 [11:36<18:31,  3.21it/s]
epoch 1 loss 0.05295:  37%|███▋      | 2062/5632 [11:36<18:31,  3.21it/s]
epoch 1 loss 0.05295:  37%|███▋      | 2063/5632 [11:37<18:28,  3.22it/s]
epoch 1 loss 0.05292:  37%|███▋      | 2063/5632 [11:37<18:28,  3.22it/s]
epoch 1 loss 0.05292:  37%|███▋      | 2064/5632 [11:37<18:27,  3.22it/s]
epoch 1 loss 0.0529:  37%|███▋      | 2064/5632 [11:37<18:27,  3.22it/s] 
epoch 1 loss 0.0529:  37%|███▋      | 2065/5632 [11:37<18:26,  3.22it/s]
epoch 1 loss 0.05287:  37%|███▋      | 2065/5632 [11:37<18:26,  3.22it/s]
epoch 1 loss 0.05287:  37%|███▋      | 2066/5632 [11:37<18:26,  3.22it/s]
epoch 1 loss 0.05285:  37%|███▋      | 2066/5632 [11:38<18:26,  3.22it/s]
epoch 1 loss 0.05285:  37%|███▋      | 2067/5632 [11:38<18:26,  3.22it/s]
epoch 1 loss 0.05282:  37%|███▋      | 2067/5632 [11:38<18:26,  3.22it/s]
epoch 1 loss 0.05282:  37%|███▋      | 2068/5632 [11:38<18:26,  3.22it/s]
epoch 1 loss 0.0528:  37%|███▋      | 2068/5632 [11:38<18:26,  3.22it/s] 
epoch 1 loss 0.0528:  37%|███▋      | 2069/5632 [11:38<18:26,  3.22it/s]
epoch 1 loss 0.05278:  37%|███▋      | 2069/5632 [11:39<18:26,  3.22it/s]
epoch 1 loss 0.05278:  37%|███▋      | 2070/5632 [11:39<18:23,  3.23it/s]
epoch 1 loss 0.05275:  37%|███▋      | 2070/5632 [11:39<18:23,  3.23it/s]
epoch 1 loss 0.05275:  37%|███▋      | 2071/5632 [11:39<18:24,  3.23it/s]
epoch 1 loss 0.05273:  37%|███▋      | 2071/5632 [11:39<18:24,  3.23it/s]
epoch 1 loss 0.05273:  37%|███▋      | 2072/5632 [11:39<18:25,  3.22it/s]
epoch 1 loss 0.0527:  37%|███▋      | 2072/5632 [11:41<18:25,  3.22it/s] 
epoch 1 loss 0.0527:  37%|███▋      | 2073/5632 [11:41<36:53,  1.61it/s]
epoch 1 loss 0.05268:  37%|███▋      | 2073/5632 [11:41<36:53,  1.61it/s]
epoch 1 loss 0.05268:  37%|███▋      | 2074/5632 [11:41<31:24,  1.89it/s]
epoch 1 loss 0.05265:  37%|███▋      | 2074/5632 [11:41<31:24,  1.89it/s]
epoch 1 loss 0.05265:  37%|███▋      | 2075/5632 [11:41<27:32,  2.15it/s]
epoch 1 loss 0.05263:  37%|███▋      | 2075/5632 [11:42<27:32,  2.15it/s]
epoch 1 loss 0.05263:  37%|███▋      | 2076/5632 [11:42<24:46,  2.39it/s]
epoch 1 loss 0.0526:  37%|███▋      | 2076/5632 [11:42<24:46,  2.39it/s] 
epoch 1 loss 0.0526:  37%|███▋      | 2077/5632 [11:42<22:54,  2.59it/s]
epoch 1 loss 0.05263:  37%|███▋      | 2077/5632 [11:42<22:54,  2.59it/s]
epoch 1 loss 0.05263:  37%|███▋      | 2078/5632 [11:42<21:34,  2.75it/s]
epoch 1 loss 0.0526:  37%|███▋      | 2078/5632 [11:43<21:34,  2.75it/s] 
epoch 1 loss 0.0526:  37%|███▋      | 2079/5632 [11:43<20:33,  2.88it/s]
epoch 1 loss 0.05258:  37%|███▋      | 2079/5632 [11:43<20:33,  2.88it/s]
epoch 1 loss 0.05258:  37%|███▋      | 2080/5632 [11:43<19:51,  2.98it/s]
epoch 1 loss 0.05256:  37%|███▋      | 2080/5632 [11:43<19:51,  2.98it/s]
epoch 1 loss 0.05256:  37%|███▋      | 2081/5632 [11:43<19:25,  3.05it/s]
epoch 1 loss 0.05253:  37%|███▋      | 2081/5632 [11:43<19:25,  3.05it/s]
epoch 1 loss 0.05253:  37%|███▋      | 2082/5632 [11:43<19:03,  3.10it/s]
epoch 1 loss 0.05251:  37%|███▋      | 2082/5632 [11:44<19:03,  3.10it/s]
epoch 1 loss 0.05251:  37%|███▋      | 2083/5632 [11:44<18:51,  3.14it/s]
epoch 1 loss 0.05261:  37%|███▋      | 2083/5632 [11:44<18:51,  3.14it/s]
epoch 1 loss 0.05261:  37%|███▋      | 2084/5632 [11:44<18:41,  3.16it/s]
epoch 1 loss 0.05258:  37%|███▋      | 2084/5632 [11:44<18:41,  3.16it/s]
epoch 1 loss 0.05258:  37%|███▋      | 2085/5632 [11:44<18:34,  3.18it/s]
epoch 1 loss 0.05256:  37%|███▋      | 2085/5632 [11:45<18:34,  3.18it/s]
epoch 1 loss 0.05256:  37%|███▋      | 2086/5632 [11:45<18:29,  3.20it/s]
epoch 1 loss 0.05254:  37%|███▋      | 2086/5632 [11:45<18:29,  3.20it/s]
epoch 1 loss 0.05254:  37%|███▋      | 2087/5632 [11:45<18:26,  3.20it/s]
epoch 1 loss 0.05251:  37%|███▋      | 2087/5632 [11:45<18:26,  3.20it/s]
epoch 1 loss 0.05251:  37%|███▋      | 2088/5632 [11:45<18:26,  3.20it/s]
epoch 1 loss 0.05249:  37%|███▋      | 2088/5632 [11:46<18:26,  3.20it/s]
epoch 1 loss 0.05249:  37%|███▋      | 2089/5632 [11:46<18:24,  3.21it/s]
epoch 1 loss 0.05246:  37%|███▋      | 2089/5632 [11:46<18:24,  3.21it/s]
epoch 1 loss 0.05246:  37%|███▋      | 2090/5632 [11:46<18:21,  3.22it/s]
epoch 1 loss 0.05244:  37%|███▋      | 2090/5632 [11:46<18:21,  3.22it/s]
epoch 1 loss 0.05244:  37%|███▋      | 2091/5632 [11:46<18:19,  3.22it/s]
epoch 1 loss 0.05242:  37%|███▋      | 2091/5632 [11:47<18:19,  3.22it/s]
epoch 1 loss 0.05242:  37%|███▋      | 2092/5632 [11:47<18:20,  3.22it/s]
epoch 1 loss 0.05239:  37%|███▋      | 2092/5632 [11:47<18:20,  3.22it/s]
epoch 1 loss 0.05239:  37%|███▋      | 2093/5632 [11:47<18:19,  3.22it/s]
epoch 1 loss 0.05237:  37%|███▋      | 2093/5632 [11:47<18:19,  3.22it/s]
epoch 1 loss 0.05237:  37%|███▋      | 2094/5632 [11:47<18:17,  3.22it/s]
epoch 1 loss 0.05234:  37%|███▋      | 2094/5632 [11:47<18:17,  3.22it/s]
epoch 1 loss 0.05234:  37%|███▋      | 2095/5632 [11:47<18:19,  3.22it/s]
epoch 1 loss 0.05232:  37%|███▋      | 2095/5632 [11:48<18:19,  3.22it/s]
epoch 1 loss 0.05232:  37%|███▋      | 2096/5632 [11:48<18:20,  3.21it/s]
epoch 1 loss 0.0523:  37%|███▋      | 2096/5632 [11:48<18:20,  3.21it/s] 
epoch 1 loss 0.0523:  37%|███▋      | 2097/5632 [11:48<18:15,  3.23it/s]
epoch 1 loss 0.05227:  37%|███▋      | 2097/5632 [11:48<18:15,  3.23it/s]
epoch 1 loss 0.05227:  37%|███▋      | 2098/5632 [11:48<18:13,  3.23it/s]
epoch 1 loss 0.05225:  37%|███▋      | 2098/5632 [11:49<18:13,  3.23it/s]
epoch 1 loss 0.05225:  37%|███▋      | 2099/5632 [11:49<18:16,  3.22it/s]
epoch 1 loss 0.05223:  37%|███▋      | 2099/5632 [11:49<18:16,  3.22it/s]
epoch 1 loss 0.05223:  37%|███▋      | 2100/5632 [11:49<18:15,  3.22it/s]
epoch 1 loss 0.0522:  37%|███▋      | 2100/5632 [11:49<18:15,  3.22it/s] 
epoch 1 loss 0.0522:  37%|███▋      | 2101/5632 [11:49<18:15,  3.22it/s]
epoch 1 loss 0.05218:  37%|███▋      | 2101/5632 [11:50<18:15,  3.22it/s]
epoch 1 loss 0.05218:  37%|███▋      | 2102/5632 [11:50<18:16,  3.22it/s]
epoch 1 loss 0.05215:  37%|███▋      | 2102/5632 [11:50<18:16,  3.22it/s]
epoch 1 loss 0.05215:  37%|███▋      | 2103/5632 [11:50<18:15,  3.22it/s]
epoch 1 loss 0.05213:  37%|███▋      | 2103/5632 [11:50<18:15,  3.22it/s]
epoch 1 loss 0.05213:  37%|███▋      | 2104/5632 [11:50<18:14,  3.22it/s]
epoch 1 loss 0.05211:  37%|███▋      | 2104/5632 [11:51<18:14,  3.22it/s]
epoch 1 loss 0.05211:  37%|███▋      | 2105/5632 [11:51<18:14,  3.22it/s]
epoch 1 loss 0.05208:  37%|███▋      | 2105/5632 [11:51<18:14,  3.22it/s]
epoch 1 loss 0.05208:  37%|███▋      | 2106/5632 [11:51<18:13,  3.22it/s]
epoch 1 loss 0.05206:  37%|███▋      | 2106/5632 [11:51<18:13,  3.22it/s]
epoch 1 loss 0.05206:  37%|███▋      | 2107/5632 [11:51<18:13,  3.22it/s]
epoch 1 loss 0.05204:  37%|███▋      | 2107/5632 [11:51<18:13,  3.22it/s]
epoch 1 loss 0.05204:  37%|███▋      | 2108/5632 [11:52<18:11,  3.23it/s]
epoch 1 loss 0.05201:  37%|███▋      | 2108/5632 [11:52<18:11,  3.23it/s]
epoch 1 loss 0.05201:  37%|███▋      | 2109/5632 [11:52<18:10,  3.23it/s]
epoch 1 loss 0.05199:  37%|███▋      | 2109/5632 [11:52<18:10,  3.23it/s]
epoch 1 loss 0.05199:  37%|███▋      | 2110/5632 [11:52<18:10,  3.23it/s]
epoch 1 loss 0.05197:  37%|███▋      | 2110/5632 [11:52<18:10,  3.23it/s]
epoch 1 loss 0.05197:  37%|███▋      | 2111/5632 [11:52<18:11,  3.23it/s]
epoch 1 loss 0.05194:  37%|███▋      | 2111/5632 [11:53<18:11,  3.23it/s]
epoch 1 loss 0.05194:  38%|███▊      | 2112/5632 [11:53<18:10,  3.23it/s]
epoch 1 loss 0.05192:  38%|███▊      | 2112/5632 [11:53<18:10,  3.23it/s]
epoch 1 loss 0.05192:  38%|███▊      | 2113/5632 [11:53<18:10,  3.23it/s]
epoch 1 loss 0.05202:  38%|███▊      | 2113/5632 [11:53<18:10,  3.23it/s]
epoch 1 loss 0.05202:  38%|███▊      | 2114/5632 [11:53<18:10,  3.23it/s]
epoch 1 loss 0.052:  38%|███▊      | 2114/5632 [11:54<18:10,  3.23it/s]  
epoch 1 loss 0.052:  38%|███▊      | 2115/5632 [11:54<18:10,  3.22it/s]
epoch 1 loss 0.05198:  38%|███▊      | 2115/5632 [11:54<18:10,  3.22it/s]
epoch 1 loss 0.05198:  38%|███▊      | 2116/5632 [11:54<18:10,  3.23it/s]
epoch 1 loss 0.05195:  38%|███▊      | 2116/5632 [11:54<18:10,  3.23it/s]
epoch 1 loss 0.05195:  38%|███▊      | 2117/5632 [11:54<18:09,  3.23it/s]
epoch 1 loss 0.05193:  38%|███▊      | 2117/5632 [11:55<18:09,  3.23it/s]
epoch 1 loss 0.05193:  38%|███▊      | 2118/5632 [11:55<18:08,  3.23it/s]
epoch 1 loss 0.05191:  38%|███▊      | 2118/5632 [11:55<18:08,  3.23it/s]
epoch 1 loss 0.05191:  38%|███▊      | 2119/5632 [11:55<18:08,  3.23it/s]
epoch 1 loss 0.05188:  38%|███▊      | 2119/5632 [11:56<18:08,  3.23it/s]
epoch 1 loss 0.05188:  38%|███▊      | 2120/5632 [11:56<36:44,  1.59it/s]
epoch 1 loss 0.05186:  38%|███▊      | 2120/5632 [11:57<36:44,  1.59it/s]
epoch 1 loss 0.05186:  38%|███▊      | 2121/5632 [11:57<31:09,  1.88it/s]
epoch 1 loss 0.05194:  38%|███▊      | 2121/5632 [11:57<31:09,  1.88it/s]
epoch 1 loss 0.05194:  38%|███▊      | 2122/5632 [11:57<27:15,  2.15it/s]
epoch 1 loss 0.05192:  38%|███▊      | 2122/5632 [11:57<27:15,  2.15it/s]
epoch 1 loss 0.05192:  38%|███▊      | 2123/5632 [11:57<24:31,  2.38it/s]
epoch 1 loss 0.0519:  38%|███▊      | 2123/5632 [11:58<24:31,  2.38it/s] 
epoch 1 loss 0.0519:  38%|███▊      | 2124/5632 [11:58<22:35,  2.59it/s]
epoch 1 loss 0.05188:  38%|███▊      | 2124/5632 [11:58<22:35,  2.59it/s]
epoch 1 loss 0.05188:  38%|███▊      | 2125/5632 [11:58<21:14,  2.75it/s]
epoch 1 loss 0.05185:  38%|███▊      | 2125/5632 [11:58<21:14,  2.75it/s]
epoch 1 loss 0.05185:  38%|███▊      | 2126/5632 [11:58<20:17,  2.88it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2126/5632 [11:58<20:17,  2.88it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2127/5632 [11:58<19:39,  2.97it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2127/5632 [11:59<19:39,  2.97it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2128/5632 [11:59<19:08,  3.05it/s]
epoch 1 loss 0.05179:  38%|███▊      | 2128/5632 [11:59<19:08,  3.05it/s]
epoch 1 loss 0.05179:  38%|███▊      | 2129/5632 [11:59<18:46,  3.11it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2129/5632 [11:59<18:46,  3.11it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2130/5632 [11:59<18:32,  3.15it/s]
epoch 1 loss 0.05185:  38%|███▊      | 2130/5632 [12:00<18:32,  3.15it/s]
epoch 1 loss 0.05185:  38%|███▊      | 2131/5632 [12:00<18:25,  3.17it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2131/5632 [12:00<18:25,  3.17it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2132/5632 [12:00<18:19,  3.18it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2132/5632 [12:00<18:19,  3.18it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2133/5632 [12:00<18:10,  3.21it/s]
epoch 1 loss 0.05178:  38%|███▊      | 2133/5632 [12:01<18:10,  3.21it/s]
epoch 1 loss 0.05178:  38%|███▊      | 2134/5632 [12:01<18:06,  3.22it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2134/5632 [12:01<18:06,  3.22it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2135/5632 [12:01<18:05,  3.22it/s]
epoch 1 loss 0.05174:  38%|███▊      | 2135/5632 [12:01<18:05,  3.22it/s]
epoch 1 loss 0.05174:  38%|███▊      | 2136/5632 [12:01<18:06,  3.22it/s]
epoch 1 loss 0.05172:  38%|███▊      | 2136/5632 [12:02<18:06,  3.22it/s]
epoch 1 loss 0.05172:  38%|███▊      | 2137/5632 [12:02<18:05,  3.22it/s]
epoch 1 loss 0.05169:  38%|███▊      | 2137/5632 [12:02<18:05,  3.22it/s]
epoch 1 loss 0.05169:  38%|███▊      | 2138/5632 [12:02<18:04,  3.22it/s]
epoch 1 loss 0.05167:  38%|███▊      | 2138/5632 [12:02<18:04,  3.22it/s]
epoch 1 loss 0.05167:  38%|███▊      | 2139/5632 [12:02<18:03,  3.22it/s]
epoch 1 loss 0.05165:  38%|███▊      | 2139/5632 [12:02<18:03,  3.22it/s]
epoch 1 loss 0.05165:  38%|███▊      | 2140/5632 [12:02<18:01,  3.23it/s]
epoch 1 loss 0.05162:  38%|███▊      | 2140/5632 [12:03<18:01,  3.23it/s]
epoch 1 loss 0.05162:  38%|███▊      | 2141/5632 [12:03<18:01,  3.23it/s]
epoch 1 loss 0.0517:  38%|███▊      | 2141/5632 [12:03<18:01,  3.23it/s] 
epoch 1 loss 0.0517:  38%|███▊      | 2142/5632 [12:03<17:59,  3.23it/s]
epoch 1 loss 0.05168:  38%|███▊      | 2142/5632 [12:03<17:59,  3.23it/s]
epoch 1 loss 0.05168:  38%|███▊      | 2143/5632 [12:03<17:59,  3.23it/s]
epoch 1 loss 0.05175:  38%|███▊      | 2143/5632 [12:04<17:59,  3.23it/s]
epoch 1 loss 0.05175:  38%|███▊      | 2144/5632 [12:04<18:00,  3.23it/s]
epoch 1 loss 0.05173:  38%|███▊      | 2144/5632 [12:04<18:00,  3.23it/s]
epoch 1 loss 0.05173:  38%|███▊      | 2145/5632 [12:04<18:00,  3.23it/s]
epoch 1 loss 0.0517:  38%|███▊      | 2145/5632 [12:04<18:00,  3.23it/s] 
epoch 1 loss 0.0517:  38%|███▊      | 2146/5632 [12:04<17:59,  3.23it/s]
epoch 1 loss 0.05168:  38%|███▊      | 2146/5632 [12:05<17:59,  3.23it/s]
epoch 1 loss 0.05168:  38%|███▊      | 2147/5632 [12:05<18:00,  3.23it/s]
epoch 1 loss 0.05166:  38%|███▊      | 2147/5632 [12:05<18:00,  3.23it/s]
epoch 1 loss 0.05166:  38%|███▊      | 2148/5632 [12:05<17:59,  3.23it/s]
epoch 1 loss 0.05164:  38%|███▊      | 2148/5632 [12:05<17:59,  3.23it/s]
epoch 1 loss 0.05164:  38%|███▊      | 2149/5632 [12:05<17:59,  3.23it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2149/5632 [12:06<17:59,  3.23it/s]
epoch 1 loss 0.05183:  38%|███▊      | 2150/5632 [12:06<17:58,  3.23it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2150/5632 [12:06<17:58,  3.23it/s]
epoch 1 loss 0.05181:  38%|███▊      | 2151/5632 [12:06<17:59,  3.22it/s]
epoch 1 loss 0.05179:  38%|███▊      | 2151/5632 [12:06<17:59,  3.22it/s]
epoch 1 loss 0.05179:  38%|███▊      | 2152/5632 [12:06<17:57,  3.23it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2152/5632 [12:06<17:57,  3.23it/s]
epoch 1 loss 0.05176:  38%|███▊      | 2153/5632 [12:07<18:01,  3.22it/s]
epoch 1 loss 0.05174:  38%|███▊      | 2153/5632 [12:07<18:01,  3.22it/s]
epoch 1 loss 0.05174:  38%|███▊      | 2154/5632 [12:07<18:00,  3.22it/s]
epoch 1 loss 0.05172:  38%|███▊      | 2154/5632 [12:07<18:00,  3.22it/s]
epoch 1 loss 0.05172:  38%|███▊      | 2155/5632 [12:07<18:01,  3.22it/s]
epoch 1 loss 0.05169:  38%|███▊      | 2155/5632 [12:07<18:01,  3.22it/s]
epoch 1 loss 0.05169:  38%|███▊      | 2156/5632 [12:07<17:59,  3.22it/s]
epoch 1 loss 0.05167:  38%|███▊      | 2156/5632 [12:08<17:59,  3.22it/s]
epoch 1 loss 0.05167:  38%|███▊      | 2157/5632 [12:08<17:59,  3.22it/s]
epoch 1 loss 0.05165:  38%|███▊      | 2157/5632 [12:08<17:59,  3.22it/s]
epoch 1 loss 0.05165:  38%|███▊      | 2158/5632 [12:08<17:58,  3.22it/s]
epoch 1 loss 0.05163:  38%|███▊      | 2158/5632 [12:08<17:58,  3.22it/s]
epoch 1 loss 0.05163:  38%|███▊      | 2159/5632 [12:08<17:59,  3.22it/s]
epoch 1 loss 0.0516:  38%|███▊      | 2159/5632 [12:09<17:59,  3.22it/s] 
epoch 1 loss 0.0516:  38%|███▊      | 2160/5632 [12:09<17:58,  3.22it/s]
epoch 1 loss 0.05158:  38%|███▊      | 2160/5632 [12:09<17:58,  3.22it/s]
epoch 1 loss 0.05158:  38%|███▊      | 2161/5632 [12:09<17:57,  3.22it/s]
epoch 1 loss 0.05163:  38%|███▊      | 2161/5632 [12:09<17:57,  3.22it/s]
epoch 1 loss 0.05163:  38%|███▊      | 2162/5632 [12:09<17:56,  3.22it/s]
epoch 1 loss 0.05161:  38%|███▊      | 2162/5632 [12:10<17:56,  3.22it/s]
epoch 1 loss 0.05161:  38%|███▊      | 2163/5632 [12:10<17:56,  3.22it/s]
epoch 1 loss 0.05158:  38%|███▊      | 2163/5632 [12:10<17:56,  3.22it/s]
epoch 1 loss 0.05158:  38%|███▊      | 2164/5632 [12:10<18:01,  3.21it/s]
epoch 1 loss 0.05156:  38%|███▊      | 2164/5632 [12:10<18:01,  3.21it/s]
epoch 1 loss 0.05156:  38%|███▊      | 2165/5632 [12:10<18:01,  3.21it/s]
epoch 1 loss 0.05154:  38%|███▊      | 2165/5632 [12:11<18:01,  3.21it/s]
epoch 1 loss 0.05154:  38%|███▊      | 2166/5632 [12:11<18:02,  3.20it/s]
epoch 1 loss 0.05152:  38%|███▊      | 2166/5632 [12:12<18:02,  3.20it/s]
epoch 1 loss 0.05152:  38%|███▊      | 2167/5632 [12:12<39:48,  1.45it/s]
epoch 1 loss 0.0515:  38%|███▊      | 2167/5632 [12:12<39:48,  1.45it/s] 
epoch 1 loss 0.0515:  38%|███▊      | 2168/5632 [12:12<33:14,  1.74it/s]
epoch 1 loss 0.05148:  38%|███▊      | 2168/5632 [12:13<33:14,  1.74it/s]
epoch 1 loss 0.05148:  39%|███▊      | 2169/5632 [12:13<28:39,  2.01it/s]
epoch 1 loss 0.05169:  39%|███▊      | 2169/5632 [12:13<28:39,  2.01it/s]
epoch 1 loss 0.05169:  39%|███▊      | 2170/5632 [12:13<25:24,  2.27it/s]
epoch 1 loss 0.05167:  39%|███▊      | 2170/5632 [12:13<25:24,  2.27it/s]
epoch 1 loss 0.05167:  39%|███▊      | 2171/5632 [12:13<23:08,  2.49it/s]
epoch 1 loss 0.05165:  39%|███▊      | 2171/5632 [12:14<23:08,  2.49it/s]
epoch 1 loss 0.05165:  39%|███▊      | 2172/5632 [12:14<21:32,  2.68it/s]
epoch 1 loss 0.05163:  39%|███▊      | 2172/5632 [12:14<21:32,  2.68it/s]
epoch 1 loss 0.05163:  39%|███▊      | 2173/5632 [12:14<20:26,  2.82it/s]
epoch 1 loss 0.05161:  39%|███▊      | 2173/5632 [12:14<20:26,  2.82it/s]
epoch 1 loss 0.05161:  39%|███▊      | 2174/5632 [12:14<19:39,  2.93it/s]
epoch 1 loss 0.05158:  39%|███▊      | 2174/5632 [12:15<19:39,  2.93it/s]
epoch 1 loss 0.05158:  39%|███▊      | 2175/5632 [12:15<19:08,  3.01it/s]
epoch 1 loss 0.05156:  39%|███▊      | 2175/5632 [12:15<19:08,  3.01it/s]
epoch 1 loss 0.05156:  39%|███▊      | 2176/5632 [12:15<18:46,  3.07it/s]
epoch 1 loss 0.05154:  39%|███▊      | 2176/5632 [12:15<18:46,  3.07it/s]
epoch 1 loss 0.05154:  39%|███▊      | 2177/5632 [12:15<18:30,  3.11it/s]
epoch 1 loss 0.05152:  39%|███▊      | 2177/5632 [12:16<18:30,  3.11it/s]
epoch 1 loss 0.05152:  39%|███▊      | 2178/5632 [12:16<18:19,  3.14it/s]
epoch 1 loss 0.0515:  39%|███▊      | 2178/5632 [12:16<18:19,  3.14it/s] 
epoch 1 loss 0.0515:  39%|███▊      | 2179/5632 [12:16<18:12,  3.16it/s]
epoch 1 loss 0.05147:  39%|███▊      | 2179/5632 [12:16<18:12,  3.16it/s]
epoch 1 loss 0.05147:  39%|███▊      | 2180/5632 [12:16<18:02,  3.19it/s]
epoch 1 loss 0.05145:  39%|███▊      | 2180/5632 [12:16<18:02,  3.19it/s]
epoch 1 loss 0.05145:  39%|███▊      | 2181/5632 [12:16<17:57,  3.20it/s]
epoch 1 loss 0.05143:  39%|███▊      | 2181/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05143:  39%|███▊      | 2182/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05141:  39%|███▊      | 2182/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05141:  39%|███▉      | 2183/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05138:  39%|███▉      | 2183/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05138:  39%|███▉      | 2184/5632 [12:17<17:57,  3.20it/s]
epoch 1 loss 0.05139:  39%|███▉      | 2184/5632 [12:18<17:57,  3.20it/s]
epoch 1 loss 0.05139:  39%|███▉      | 2185/5632 [12:18<17:56,  3.20it/s]
epoch 1 loss 0.05136:  39%|███▉      | 2185/5632 [12:18<17:56,  3.20it/s]
epoch 1 loss 0.05136:  39%|███▉      | 2186/5632 [12:18<17:55,  3.20it/s]
epoch 1 loss 0.05134:  39%|███▉      | 2186/5632 [12:18<17:55,  3.20it/s]
epoch 1 loss 0.05134:  39%|███▉      | 2187/5632 [12:18<17:54,  3.21it/s]
epoch 1 loss 0.05132:  39%|███▉      | 2187/5632 [12:19<17:54,  3.21it/s]
epoch 1 loss 0.05132:  39%|███▉      | 2188/5632 [12:19<17:52,  3.21it/s]
epoch 1 loss 0.0513:  39%|███▉      | 2188/5632 [12:19<17:52,  3.21it/s] 
epoch 1 loss 0.0513:  39%|███▉      | 2189/5632 [12:19<17:51,  3.21it/s]
epoch 1 loss 0.05127:  39%|███▉      | 2189/5632 [12:19<17:51,  3.21it/s]
epoch 1 loss 0.05127:  39%|███▉      | 2190/5632 [12:19<17:45,  3.23it/s]
epoch 1 loss 0.05125:  39%|███▉      | 2190/5632 [12:20<17:45,  3.23it/s]
epoch 1 loss 0.05125:  39%|███▉      | 2191/5632 [12:20<17:44,  3.23it/s]
epoch 1 loss 0.05123:  39%|███▉      | 2191/5632 [12:20<17:44,  3.23it/s]
epoch 1 loss 0.05123:  39%|███▉      | 2192/5632 [12:20<17:46,  3.23it/s]
epoch 1 loss 0.05121:  39%|███▉      | 2192/5632 [12:20<17:46,  3.23it/s]
epoch 1 loss 0.05121:  39%|███▉      | 2193/5632 [12:20<17:45,  3.23it/s]
epoch 1 loss 0.0512:  39%|███▉      | 2193/5632 [12:20<17:45,  3.23it/s] 
epoch 1 loss 0.0512:  39%|███▉      | 2194/5632 [12:21<17:44,  3.23it/s]
epoch 1 loss 0.05118:  39%|███▉      | 2194/5632 [12:21<17:44,  3.23it/s]
epoch 1 loss 0.05118:  39%|███▉      | 2195/5632 [12:21<17:43,  3.23it/s]
epoch 1 loss 0.05116:  39%|███▉      | 2195/5632 [12:21<17:43,  3.23it/s]
epoch 1 loss 0.05116:  39%|███▉      | 2196/5632 [12:21<17:45,  3.23it/s]
epoch 1 loss 0.05114:  39%|███▉      | 2196/5632 [12:21<17:45,  3.23it/s]
epoch 1 loss 0.05114:  39%|███▉      | 2197/5632 [12:21<17:46,  3.22it/s]
epoch 1 loss 0.05111:  39%|███▉      | 2197/5632 [12:22<17:46,  3.22it/s]
epoch 1 loss 0.05111:  39%|███▉      | 2198/5632 [12:22<17:47,  3.22it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2198/5632 [12:22<17:47,  3.22it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2199/5632 [12:22<18:13,  3.14it/s]
epoch 1 loss 0.05107:  39%|███▉      | 2199/5632 [12:22<18:13,  3.14it/s]
epoch 1 loss 0.05107:  39%|███▉      | 2200/5632 [12:22<18:04,  3.16it/s]
epoch 1 loss 0.05105:  39%|███▉      | 2200/5632 [12:23<18:04,  3.16it/s]
epoch 1 loss 0.05105:  39%|███▉      | 2201/5632 [12:23<17:58,  3.18it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2201/5632 [12:23<17:58,  3.18it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2202/5632 [12:23<17:54,  3.19it/s]
epoch 1 loss 0.051:  39%|███▉      | 2202/5632 [12:23<17:54,  3.19it/s]  
epoch 1 loss 0.051:  39%|███▉      | 2203/5632 [12:23<17:49,  3.21it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2203/5632 [12:24<17:49,  3.21it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2204/5632 [12:24<17:48,  3.21it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2204/5632 [12:24<17:48,  3.21it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2205/5632 [12:24<17:46,  3.21it/s]
epoch 1 loss 0.05106:  39%|███▉      | 2205/5632 [12:24<17:46,  3.21it/s]
epoch 1 loss 0.05106:  39%|███▉      | 2206/5632 [12:24<17:46,  3.21it/s]
epoch 1 loss 0.05104:  39%|███▉      | 2206/5632 [12:25<17:46,  3.21it/s]
epoch 1 loss 0.05104:  39%|███▉      | 2207/5632 [12:25<17:46,  3.21it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2207/5632 [12:25<17:46,  3.21it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2208/5632 [12:25<17:47,  3.21it/s]
epoch 1 loss 0.051:  39%|███▉      | 2208/5632 [12:25<17:47,  3.21it/s]  
epoch 1 loss 0.051:  39%|███▉      | 2209/5632 [12:25<17:45,  3.21it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2209/5632 [12:25<17:45,  3.21it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2210/5632 [12:26<17:48,  3.20it/s]
epoch 1 loss 0.05095:  39%|███▉      | 2210/5632 [12:26<17:48,  3.20it/s]
epoch 1 loss 0.05095:  39%|███▉      | 2211/5632 [12:26<17:43,  3.22it/s]
epoch 1 loss 0.05093:  39%|███▉      | 2211/5632 [12:26<17:43,  3.22it/s]
epoch 1 loss 0.05093:  39%|███▉      | 2212/5632 [12:26<17:44,  3.21it/s]
epoch 1 loss 0.05114:  39%|███▉      | 2212/5632 [12:26<17:44,  3.21it/s]
epoch 1 loss 0.05114:  39%|███▉      | 2213/5632 [12:26<17:45,  3.21it/s]
epoch 1 loss 0.05111:  39%|███▉      | 2213/5632 [12:28<17:45,  3.21it/s]
epoch 1 loss 0.05111:  39%|███▉      | 2214/5632 [12:28<40:38,  1.40it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2214/5632 [12:28<40:38,  1.40it/s]
epoch 1 loss 0.05109:  39%|███▉      | 2215/5632 [12:28<33:45,  1.69it/s]
epoch 1 loss 0.05107:  39%|███▉      | 2215/5632 [12:29<33:45,  1.69it/s]
epoch 1 loss 0.05107:  39%|███▉      | 2216/5632 [12:29<28:55,  1.97it/s]
epoch 1 loss 0.05105:  39%|███▉      | 2216/5632 [12:29<28:55,  1.97it/s]
epoch 1 loss 0.05105:  39%|███▉      | 2217/5632 [12:29<25:34,  2.23it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2217/5632 [12:29<25:34,  2.23it/s]
epoch 1 loss 0.05102:  39%|███▉      | 2218/5632 [12:29<23:39,  2.41it/s]
epoch 1 loss 0.051:  39%|███▉      | 2218/5632 [12:30<23:39,  2.41it/s]  
epoch 1 loss 0.051:  39%|███▉      | 2219/5632 [12:30<21:49,  2.61it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2219/5632 [12:30<21:49,  2.61it/s]
epoch 1 loss 0.05098:  39%|███▉      | 2220/5632 [12:30<20:33,  2.77it/s]
epoch 1 loss 0.05096:  39%|███▉      | 2220/5632 [12:30<20:33,  2.77it/s]
epoch 1 loss 0.05096:  39%|███▉      | 2221/5632 [12:30<19:42,  2.89it/s]
epoch 1 loss 0.05094:  39%|███▉      | 2221/5632 [12:31<19:42,  2.89it/s]
epoch 1 loss 0.05094:  39%|███▉      | 2222/5632 [12:31<19:06,  2.98it/s]
epoch 1 loss 0.05092:  39%|███▉      | 2222/5632 [12:31<19:06,  2.98it/s]
epoch 1 loss 0.05092:  39%|███▉      | 2223/5632 [12:31<18:41,  3.04it/s]
epoch 1 loss 0.0509:  39%|███▉      | 2223/5632 [12:31<18:41,  3.04it/s] 
epoch 1 loss 0.0509:  39%|███▉      | 2224/5632 [12:31<18:22,  3.09it/s]
epoch 1 loss 0.05088:  39%|███▉      | 2224/5632 [12:32<18:22,  3.09it/s]
epoch 1 loss 0.05088:  40%|███▉      | 2225/5632 [12:32<18:09,  3.13it/s]
epoch 1 loss 0.05085:  40%|███▉      | 2225/5632 [12:32<18:09,  3.13it/s]
epoch 1 loss 0.05085:  40%|███▉      | 2226/5632 [12:32<17:59,  3.15it/s]
epoch 1 loss 0.05083:  40%|███▉      | 2226/5632 [12:32<17:59,  3.15it/s]
epoch 1 loss 0.05083:  40%|███▉      | 2227/5632 [12:32<17:51,  3.18it/s]
epoch 1 loss 0.05081:  40%|███▉      | 2227/5632 [12:32<17:51,  3.18it/s]
epoch 1 loss 0.05081:  40%|███▉      | 2228/5632 [12:32<17:46,  3.19it/s]
epoch 1 loss 0.05079:  40%|███▉      | 2228/5632 [12:33<17:46,  3.19it/s]
epoch 1 loss 0.05079:  40%|███▉      | 2229/5632 [12:33<17:45,  3.20it/s]
epoch 1 loss 0.05077:  40%|███▉      | 2229/5632 [12:33<17:45,  3.20it/s]
epoch 1 loss 0.05077:  40%|███▉      | 2230/5632 [12:33<17:43,  3.20it/s]
epoch 1 loss 0.05074:  40%|███▉      | 2230/5632 [12:33<17:43,  3.20it/s]
epoch 1 loss 0.05074:  40%|███▉      | 2231/5632 [12:33<17:40,  3.21it/s]
epoch 1 loss 0.05072:  40%|███▉      | 2231/5632 [12:34<17:40,  3.21it/s]
epoch 1 loss 0.05072:  40%|███▉      | 2232/5632 [12:34<17:40,  3.21it/s]
epoch 1 loss 0.0507:  40%|███▉      | 2232/5632 [12:34<17:40,  3.21it/s] 
epoch 1 loss 0.0507:  40%|███▉      | 2233/5632 [12:34<17:38,  3.21it/s]
epoch 1 loss 0.05068:  40%|███▉      | 2233/5632 [12:34<17:38,  3.21it/s]
epoch 1 loss 0.05068:  40%|███▉      | 2234/5632 [12:34<17:35,  3.22it/s]
epoch 1 loss 0.05066:  40%|███▉      | 2234/5632 [12:35<17:35,  3.22it/s]
epoch 1 loss 0.05066:  40%|███▉      | 2235/5632 [12:35<17:34,  3.22it/s]
epoch 1 loss 0.05073:  40%|███▉      | 2235/5632 [12:35<17:34,  3.22it/s]
epoch 1 loss 0.05073:  40%|███▉      | 2236/5632 [12:35<17:32,  3.23it/s]
epoch 1 loss 0.05071:  40%|███▉      | 2236/5632 [12:35<17:32,  3.23it/s]
epoch 1 loss 0.05071:  40%|███▉      | 2237/5632 [12:35<17:32,  3.23it/s]
epoch 1 loss 0.05068:  40%|███▉      | 2237/5632 [12:36<17:32,  3.23it/s]
epoch 1 loss 0.05068:  40%|███▉      | 2238/5632 [12:36<17:32,  3.23it/s]
epoch 1 loss 0.05066:  40%|███▉      | 2238/5632 [12:36<17:32,  3.23it/s]
epoch 1 loss 0.05066:  40%|███▉      | 2239/5632 [12:36<17:32,  3.22it/s]
epoch 1 loss 0.05065:  40%|███▉      | 2239/5632 [12:36<17:32,  3.22it/s]
epoch 1 loss 0.05065:  40%|███▉      | 2240/5632 [12:36<17:32,  3.22it/s]
epoch 1 loss 0.05085:  40%|███▉      | 2240/5632 [12:36<17:32,  3.22it/s]
epoch 1 loss 0.05085:  40%|███▉      | 2241/5632 [12:37<17:32,  3.22it/s]
epoch 1 loss 0.05083:  40%|███▉      | 2241/5632 [12:37<17:32,  3.22it/s]
epoch 1 loss 0.05083:  40%|███▉      | 2242/5632 [12:37<17:34,  3.21it/s]
epoch 1 loss 0.0508:  40%|███▉      | 2242/5632 [12:37<17:34,  3.21it/s] 
epoch 1 loss 0.0508:  40%|███▉      | 2243/5632 [12:37<17:31,  3.22it/s]
epoch 1 loss 0.05078:  40%|███▉      | 2243/5632 [12:37<17:31,  3.22it/s]
epoch 1 loss 0.05078:  40%|███▉      | 2244/5632 [12:37<17:30,  3.22it/s]
epoch 1 loss 0.05076:  40%|███▉      | 2244/5632 [12:38<17:30,  3.22it/s]
epoch 1 loss 0.05076:  40%|███▉      | 2245/5632 [12:38<17:28,  3.23it/s]
epoch 1 loss 0.05074:  40%|███▉      | 2245/5632 [12:38<17:28,  3.23it/s]
epoch 1 loss 0.05074:  40%|███▉      | 2246/5632 [12:38<17:32,  3.22it/s]
epoch 1 loss 0.05072:  40%|███▉      | 2246/5632 [12:38<17:32,  3.22it/s]
epoch 1 loss 0.05072:  40%|███▉      | 2247/5632 [12:38<17:30,  3.22it/s]
epoch 1 loss 0.05069:  40%|███▉      | 2247/5632 [12:39<17:30,  3.22it/s]
epoch 1 loss 0.05069:  40%|███▉      | 2248/5632 [12:39<17:31,  3.22it/s]
epoch 1 loss 0.05067:  40%|███▉      | 2248/5632 [12:39<17:31,  3.22it/s]
epoch 1 loss 0.05067:  40%|███▉      | 2249/5632 [12:39<17:29,  3.22it/s]
epoch 1 loss 0.05065:  40%|███▉      | 2249/5632 [12:39<17:29,  3.22it/s]
epoch 1 loss 0.05065:  40%|███▉      | 2250/5632 [12:39<17:28,  3.23it/s]
epoch 1 loss 0.05063:  40%|███▉      | 2250/5632 [12:40<17:28,  3.23it/s]
epoch 1 loss 0.05063:  40%|███▉      | 2251/5632 [12:40<17:28,  3.22it/s]
epoch 1 loss 0.05061:  40%|███▉      | 2251/5632 [12:40<17:28,  3.22it/s]
epoch 1 loss 0.05061:  40%|███▉      | 2252/5632 [12:40<17:28,  3.22it/s]
epoch 1 loss 0.05059:  40%|███▉      | 2252/5632 [12:40<17:28,  3.22it/s]
epoch 1 loss 0.05059:  40%|████      | 2253/5632 [12:40<17:28,  3.22it/s]
epoch 1 loss 0.05057:  40%|████      | 2253/5632 [12:41<17:28,  3.22it/s]
epoch 1 loss 0.05057:  40%|████      | 2254/5632 [12:41<17:26,  3.23it/s]
epoch 1 loss 0.05055:  40%|████      | 2254/5632 [12:41<17:26,  3.23it/s]
epoch 1 loss 0.05055:  40%|████      | 2255/5632 [12:41<17:28,  3.22it/s]
epoch 1 loss 0.05053:  40%|████      | 2255/5632 [12:41<17:28,  3.22it/s]
epoch 1 loss 0.05053:  40%|████      | 2256/5632 [12:41<17:28,  3.22it/s]
epoch 1 loss 0.05051:  40%|████      | 2256/5632 [12:41<17:28,  3.22it/s]
epoch 1 loss 0.05051:  40%|████      | 2257/5632 [12:41<17:27,  3.22it/s]
epoch 1 loss 0.05049:  40%|████      | 2257/5632 [12:42<17:27,  3.22it/s]
epoch 1 loss 0.05049:  40%|████      | 2258/5632 [12:42<17:28,  3.22it/s]
epoch 1 loss 0.05047:  40%|████      | 2258/5632 [12:42<17:28,  3.22it/s]
epoch 1 loss 0.05047:  40%|████      | 2259/5632 [12:42<17:27,  3.22it/s]
epoch 1 loss 0.05044:  40%|████      | 2259/5632 [12:42<17:27,  3.22it/s]
epoch 1 loss 0.05044:  40%|████      | 2260/5632 [12:42<17:27,  3.22it/s]
epoch 1 loss 0.05042:  40%|████      | 2260/5632 [12:44<17:27,  3.22it/s]
epoch 1 loss 0.05042:  40%|████      | 2261/5632 [12:44<34:02,  1.65it/s]
epoch 1 loss 0.0504:  40%|████      | 2261/5632 [12:44<34:02,  1.65it/s] 
epoch 1 loss 0.0504:  40%|████      | 2262/5632 [12:44<29:03,  1.93it/s]
epoch 1 loss 0.05038:  40%|████      | 2262/5632 [12:44<29:03,  1.93it/s]
epoch 1 loss 0.05038:  40%|████      | 2263/5632 [12:44<25:32,  2.20it/s]
epoch 1 loss 0.05053:  40%|████      | 2263/5632 [12:45<25:32,  2.20it/s]
epoch 1 loss 0.05053:  40%|████      | 2264/5632 [12:45<23:03,  2.43it/s]
epoch 1 loss 0.0506:  40%|████      | 2264/5632 [12:45<23:03,  2.43it/s] 
epoch 1 loss 0.0506:  40%|████      | 2265/5632 [12:45<21:22,  2.63it/s]
epoch 1 loss 0.05058:  40%|████      | 2265/5632 [12:45<21:22,  2.63it/s]
epoch 1 loss 0.05058:  40%|████      | 2266/5632 [12:45<20:10,  2.78it/s]
epoch 1 loss 0.05056:  40%|████      | 2266/5632 [12:46<20:10,  2.78it/s]
epoch 1 loss 0.05056:  40%|████      | 2267/5632 [12:46<19:19,  2.90it/s]
epoch 1 loss 0.05054:  40%|████      | 2267/5632 [12:46<19:19,  2.90it/s]
epoch 1 loss 0.05054:  40%|████      | 2268/5632 [12:46<18:44,  2.99it/s]
epoch 1 loss 0.05052:  40%|████      | 2268/5632 [12:46<18:44,  2.99it/s]
epoch 1 loss 0.05052:  40%|████      | 2269/5632 [12:46<18:20,  3.06it/s]
epoch 1 loss 0.05049:  40%|████      | 2269/5632 [12:46<18:20,  3.06it/s]
epoch 1 loss 0.05049:  40%|████      | 2270/5632 [12:46<17:59,  3.11it/s]
epoch 1 loss 0.05047:  40%|████      | 2270/5632 [12:47<17:59,  3.11it/s]
epoch 1 loss 0.05047:  40%|████      | 2271/5632 [12:47<17:48,  3.15it/s]
epoch 1 loss 0.05055:  40%|████      | 2271/5632 [12:47<17:48,  3.15it/s]
epoch 1 loss 0.05055:  40%|████      | 2272/5632 [12:47<17:35,  3.18it/s]
epoch 1 loss 0.05063:  40%|████      | 2272/5632 [12:47<17:35,  3.18it/s]
epoch 1 loss 0.05063:  40%|████      | 2273/5632 [12:47<17:30,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2273/5632 [12:48<17:30,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2274/5632 [12:48<17:28,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2274/5632 [12:48<17:28,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2275/5632 [12:48<17:25,  3.21it/s]
epoch 1 loss 0.05059:  40%|████      | 2275/5632 [12:48<17:25,  3.21it/s]
epoch 1 loss 0.05059:  40%|████      | 2276/5632 [12:48<17:25,  3.21it/s]
epoch 1 loss 0.05057:  40%|████      | 2276/5632 [12:49<17:25,  3.21it/s]
epoch 1 loss 0.05057:  40%|████      | 2277/5632 [12:49<17:23,  3.21it/s]
epoch 1 loss 0.05066:  40%|████      | 2277/5632 [12:49<17:23,  3.21it/s]
epoch 1 loss 0.05066:  40%|████      | 2278/5632 [12:49<17:23,  3.22it/s]
epoch 1 loss 0.05064:  40%|████      | 2278/5632 [12:49<17:23,  3.22it/s]
epoch 1 loss 0.05064:  40%|████      | 2279/5632 [12:49<17:28,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2279/5632 [12:50<17:28,  3.20it/s]
epoch 1 loss 0.05061:  40%|████      | 2280/5632 [12:50<17:23,  3.21it/s]
epoch 1 loss 0.05059:  40%|████      | 2280/5632 [12:50<17:23,  3.21it/s]
epoch 1 loss 0.05059:  41%|████      | 2281/5632 [12:50<17:18,  3.23it/s]
epoch 1 loss 0.05057:  41%|████      | 2281/5632 [12:50<17:18,  3.23it/s]
epoch 1 loss 0.05057:  41%|████      | 2282/5632 [12:50<17:17,  3.23it/s]
epoch 1 loss 0.05058:  41%|████      | 2282/5632 [12:50<17:17,  3.23it/s]
epoch 1 loss 0.05058:  41%|████      | 2283/5632 [12:51<17:17,  3.23it/s]
epoch 1 loss 0.05062:  41%|████      | 2283/5632 [12:51<17:17,  3.23it/s]
epoch 1 loss 0.05062:  41%|████      | 2284/5632 [12:51<17:16,  3.23it/s]
epoch 1 loss 0.0506:  41%|████      | 2284/5632 [12:51<17:16,  3.23it/s] 
epoch 1 loss 0.0506:  41%|████      | 2285/5632 [12:51<17:16,  3.23it/s]
epoch 1 loss 0.05075:  41%|████      | 2285/5632 [12:51<17:16,  3.23it/s]
epoch 1 loss 0.05075:  41%|████      | 2286/5632 [12:51<17:17,  3.23it/s]
epoch 1 loss 0.05073:  41%|████      | 2286/5632 [12:52<17:17,  3.23it/s]
epoch 1 loss 0.05073:  41%|████      | 2287/5632 [12:52<17:17,  3.23it/s]
epoch 1 loss 0.05071:  41%|████      | 2287/5632 [12:52<17:17,  3.23it/s]
epoch 1 loss 0.05071:  41%|████      | 2288/5632 [12:52<17:17,  3.22it/s]
epoch 1 loss 0.05077:  41%|████      | 2288/5632 [12:52<17:17,  3.22it/s]
epoch 1 loss 0.05077:  41%|████      | 2289/5632 [12:52<17:16,  3.22it/s]
epoch 1 loss 0.05089:  41%|████      | 2289/5632 [12:53<17:16,  3.22it/s]
epoch 1 loss 0.05089:  41%|████      | 2290/5632 [12:53<17:17,  3.22it/s]
epoch 1 loss 0.05087:  41%|████      | 2290/5632 [12:53<17:17,  3.22it/s]
epoch 1 loss 0.05087:  41%|████      | 2291/5632 [12:53<17:16,  3.22it/s]
epoch 1 loss 0.05085:  41%|████      | 2291/5632 [12:53<17:16,  3.22it/s]
epoch 1 loss 0.05085:  41%|████      | 2292/5632 [12:53<17:16,  3.22it/s]
epoch 1 loss 0.05083:  41%|████      | 2292/5632 [12:54<17:16,  3.22it/s]
epoch 1 loss 0.05083:  41%|████      | 2293/5632 [12:54<17:15,  3.22it/s]
epoch 1 loss 0.05081:  41%|████      | 2293/5632 [12:54<17:15,  3.22it/s]
epoch 1 loss 0.05081:  41%|████      | 2294/5632 [12:54<17:14,  3.23it/s]
epoch 1 loss 0.05096:  41%|████      | 2294/5632 [12:54<17:14,  3.23it/s]
epoch 1 loss 0.05096:  41%|████      | 2295/5632 [12:54<17:08,  3.24it/s]
epoch 1 loss 0.05094:  41%|████      | 2295/5632 [12:55<17:08,  3.24it/s]
epoch 1 loss 0.05094:  41%|████      | 2296/5632 [12:55<17:07,  3.25it/s]
epoch 1 loss 0.05092:  41%|████      | 2296/5632 [12:55<17:07,  3.25it/s]
epoch 1 loss 0.05092:  41%|████      | 2297/5632 [12:55<17:10,  3.24it/s]
epoch 1 loss 0.05095:  41%|████      | 2297/5632 [12:55<17:10,  3.24it/s]
epoch 1 loss 0.05095:  41%|████      | 2298/5632 [12:55<17:10,  3.23it/s]
epoch 1 loss 0.05093:  41%|████      | 2298/5632 [12:55<17:10,  3.23it/s]
epoch 1 loss 0.05093:  41%|████      | 2299/5632 [12:55<17:10,  3.23it/s]
epoch 1 loss 0.05091:  41%|████      | 2299/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05091:  41%|████      | 2300/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05089:  41%|████      | 2300/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05089:  41%|████      | 2301/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05087:  41%|████      | 2301/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05087:  41%|████      | 2302/5632 [12:56<17:10,  3.23it/s]
epoch 1 loss 0.05085:  41%|████      | 2302/5632 [12:57<17:10,  3.23it/s]
epoch 1 loss 0.05085:  41%|████      | 2303/5632 [12:57<17:09,  3.23it/s]
epoch 1 loss 0.05089:  41%|████      | 2303/5632 [12:57<17:09,  3.23it/s]
epoch 1 loss 0.05089:  41%|████      | 2304/5632 [12:57<17:10,  3.23it/s]
epoch 1 loss 0.05087:  41%|████      | 2304/5632 [12:57<17:10,  3.23it/s]
epoch 1 loss 0.05087:  41%|████      | 2305/5632 [12:57<17:10,  3.23it/s]
epoch 1 loss 0.05084:  41%|████      | 2305/5632 [12:58<17:10,  3.23it/s]
epoch 1 loss 0.05084:  41%|████      | 2306/5632 [12:58<17:11,  3.23it/s]
epoch 1 loss 0.05088:  41%|████      | 2306/5632 [12:58<17:11,  3.23it/s]
epoch 1 loss 0.05088:  41%|████      | 2307/5632 [12:58<17:10,  3.23it/s]
epoch 1 loss 0.05086:  41%|████      | 2307/5632 [12:59<17:10,  3.23it/s]
epoch 1 loss 0.05086:  41%|████      | 2308/5632 [12:59<33:30,  1.65it/s]
epoch 1 loss 0.0509:  41%|████      | 2308/5632 [13:00<33:30,  1.65it/s] 
epoch 1 loss 0.0509:  41%|████      | 2309/5632 [13:00<28:36,  1.94it/s]
epoch 1 loss 0.05088:  41%|████      | 2309/5632 [13:00<28:36,  1.94it/s]
epoch 1 loss 0.05088:  41%|████      | 2310/5632 [13:00<25:10,  2.20it/s]
epoch 1 loss 0.05087:  41%|████      | 2310/5632 [13:00<25:10,  2.20it/s]
epoch 1 loss 0.05087:  41%|████      | 2311/5632 [13:00<22:45,  2.43it/s]
epoch 1 loss 0.05085:  41%|████      | 2311/5632 [13:00<22:45,  2.43it/s]
epoch 1 loss 0.05085:  41%|████      | 2312/5632 [13:00<21:04,  2.63it/s]
epoch 1 loss 0.05083:  41%|████      | 2312/5632 [13:01<21:04,  2.63it/s]
epoch 1 loss 0.05083:  41%|████      | 2313/5632 [13:01<19:52,  2.78it/s]
epoch 1 loss 0.05081:  41%|████      | 2313/5632 [13:01<19:52,  2.78it/s]
epoch 1 loss 0.05081:  41%|████      | 2314/5632 [13:01<19:02,  2.90it/s]
epoch 1 loss 0.05079:  41%|████      | 2314/5632 [13:01<19:02,  2.90it/s]
epoch 1 loss 0.05079:  41%|████      | 2315/5632 [13:01<18:27,  3.00it/s]
epoch 1 loss 0.05091:  41%|████      | 2315/5632 [13:02<18:27,  3.00it/s]
epoch 1 loss 0.05091:  41%|████      | 2316/5632 [13:02<18:03,  3.06it/s]
epoch 1 loss 0.05089:  41%|████      | 2316/5632 [13:02<18:03,  3.06it/s]
epoch 1 loss 0.05089:  41%|████      | 2317/5632 [13:02<17:44,  3.11it/s]
epoch 1 loss 0.05087:  41%|████      | 2317/5632 [13:02<17:44,  3.11it/s]
epoch 1 loss 0.05087:  41%|████      | 2318/5632 [13:02<17:33,  3.15it/s]
epoch 1 loss 0.05085:  41%|████      | 2318/5632 [13:03<17:33,  3.15it/s]
epoch 1 loss 0.05085:  41%|████      | 2319/5632 [13:03<17:22,  3.18it/s]
epoch 1 loss 0.05083:  41%|████      | 2319/5632 [13:03<17:22,  3.18it/s]
epoch 1 loss 0.05083:  41%|████      | 2320/5632 [13:03<17:18,  3.19it/s]
epoch 1 loss 0.05081:  41%|████      | 2320/5632 [13:03<17:18,  3.19it/s]
epoch 1 loss 0.05081:  41%|████      | 2321/5632 [13:03<17:15,  3.20it/s]
epoch 1 loss 0.05079:  41%|████      | 2321/5632 [13:04<17:15,  3.20it/s]
epoch 1 loss 0.05079:  41%|████      | 2322/5632 [13:04<17:10,  3.21it/s]
epoch 1 loss 0.05077:  41%|████      | 2322/5632 [13:04<17:10,  3.21it/s]
epoch 1 loss 0.05077:  41%|████      | 2323/5632 [13:04<17:08,  3.22it/s]
epoch 1 loss 0.05084:  41%|████      | 2323/5632 [13:04<17:08,  3.22it/s]
epoch 1 loss 0.05084:  41%|████▏     | 2324/5632 [13:04<17:06,  3.22it/s]
epoch 1 loss 0.05082:  41%|████▏     | 2324/5632 [13:04<17:06,  3.22it/s]
epoch 1 loss 0.05082:  41%|████▏     | 2325/5632 [13:04<17:05,  3.22it/s]
epoch 1 loss 0.05087:  41%|████▏     | 2325/5632 [13:05<17:05,  3.22it/s]
epoch 1 loss 0.05087:  41%|████▏     | 2326/5632 [13:05<17:05,  3.22it/s]
epoch 1 loss 0.05085:  41%|████▏     | 2326/5632 [13:05<17:05,  3.22it/s]
epoch 1 loss 0.05085:  41%|████▏     | 2327/5632 [13:05<17:02,  3.23it/s]
epoch 1 loss 0.05099:  41%|████▏     | 2327/5632 [13:05<17:02,  3.23it/s]
epoch 1 loss 0.05099:  41%|████▏     | 2328/5632 [13:05<17:02,  3.23it/s]
epoch 1 loss 0.05096:  41%|████▏     | 2328/5632 [13:06<17:02,  3.23it/s]
epoch 1 loss 0.05096:  41%|████▏     | 2329/5632 [13:06<17:01,  3.23it/s]
epoch 1 loss 0.05094:  41%|████▏     | 2329/5632 [13:06<17:01,  3.23it/s]
epoch 1 loss 0.05094:  41%|████▏     | 2330/5632 [13:06<17:02,  3.23it/s]
epoch 1 loss 0.05092:  41%|████▏     | 2330/5632 [13:06<17:02,  3.23it/s]
epoch 1 loss 0.05092:  41%|████▏     | 2331/5632 [13:06<17:02,  3.23it/s]
epoch 1 loss 0.0509:  41%|████▏     | 2331/5632 [13:07<17:02,  3.23it/s] 
epoch 1 loss 0.0509:  41%|████▏     | 2332/5632 [13:07<17:01,  3.23it/s]
epoch 1 loss 0.05088:  41%|████▏     | 2332/5632 [13:07<17:01,  3.23it/s]
epoch 1 loss 0.05088:  41%|████▏     | 2333/5632 [13:07<17:01,  3.23it/s]
epoch 1 loss 0.05089:  41%|████▏     | 2333/5632 [13:07<17:01,  3.23it/s]
epoch 1 loss 0.05089:  41%|████▏     | 2334/5632 [13:07<17:00,  3.23it/s]
epoch 1 loss 0.05087:  41%|████▏     | 2334/5632 [13:08<17:00,  3.23it/s]
epoch 1 loss 0.05087:  41%|████▏     | 2335/5632 [13:08<17:01,  3.23it/s]
epoch 1 loss 0.05085:  41%|████▏     | 2335/5632 [13:08<17:01,  3.23it/s]
epoch 1 loss 0.05085:  41%|████▏     | 2336/5632 [13:08<16:59,  3.23it/s]
epoch 1 loss 0.05083:  41%|████▏     | 2336/5632 [13:08<16:59,  3.23it/s]
epoch 1 loss 0.05083:  41%|████▏     | 2337/5632 [13:08<17:00,  3.23it/s]
epoch 1 loss 0.05081:  41%|████▏     | 2337/5632 [13:09<17:00,  3.23it/s]
epoch 1 loss 0.05081:  42%|████▏     | 2338/5632 [13:09<16:59,  3.23it/s]
epoch 1 loss 0.05079:  42%|████▏     | 2338/5632 [13:09<16:59,  3.23it/s]
epoch 1 loss 0.05079:  42%|████▏     | 2339/5632 [13:09<17:00,  3.23it/s]
epoch 1 loss 0.05077:  42%|████▏     | 2339/5632 [13:09<17:00,  3.23it/s]
epoch 1 loss 0.05077:  42%|████▏     | 2340/5632 [13:09<16:59,  3.23it/s]
epoch 1 loss 0.05075:  42%|████▏     | 2340/5632 [13:09<16:59,  3.23it/s]
epoch 1 loss 0.05075:  42%|████▏     | 2341/5632 [13:09<16:58,  3.23it/s]
epoch 1 loss 0.05073:  42%|████▏     | 2341/5632 [13:10<16:58,  3.23it/s]
epoch 1 loss 0.05073:  42%|████▏     | 2342/5632 [13:10<16:56,  3.24it/s]
epoch 1 loss 0.05071:  42%|████▏     | 2342/5632 [13:10<16:56,  3.24it/s]
epoch 1 loss 0.05071:  42%|████▏     | 2343/5632 [13:10<16:57,  3.23it/s]
epoch 1 loss 0.05069:  42%|████▏     | 2343/5632 [13:10<16:57,  3.23it/s]
epoch 1 loss 0.05069:  42%|████▏     | 2344/5632 [13:10<16:58,  3.23it/s]
epoch 1 loss 0.05067:  42%|████▏     | 2344/5632 [13:11<16:58,  3.23it/s]
epoch 1 loss 0.05067:  42%|████▏     | 2345/5632 [13:11<16:57,  3.23it/s]
epoch 1 loss 0.05065:  42%|████▏     | 2345/5632 [13:11<16:57,  3.23it/s]
epoch 1 loss 0.05065:  42%|████▏     | 2346/5632 [13:11<16:56,  3.23it/s]
epoch 1 loss 0.05063:  42%|████▏     | 2346/5632 [13:11<16:56,  3.23it/s]
epoch 1 loss 0.05063:  42%|████▏     | 2347/5632 [13:11<16:57,  3.23it/s]
epoch 1 loss 0.05061:  42%|████▏     | 2347/5632 [13:12<16:57,  3.23it/s]
epoch 1 loss 0.05061:  42%|████▏     | 2348/5632 [13:12<16:55,  3.23it/s]
epoch 1 loss 0.05059:  42%|████▏     | 2348/5632 [13:12<16:55,  3.23it/s]
epoch 1 loss 0.05059:  42%|████▏     | 2349/5632 [13:12<16:55,  3.23it/s]
epoch 1 loss 0.05057:  42%|████▏     | 2349/5632 [13:12<16:55,  3.23it/s]
epoch 1 loss 0.05057:  42%|████▏     | 2350/5632 [13:12<16:54,  3.23it/s]
epoch 1 loss 0.05054:  42%|████▏     | 2350/5632 [13:13<16:54,  3.23it/s]
epoch 1 loss 0.05054:  42%|████▏     | 2351/5632 [13:13<16:54,  3.23it/s]
epoch 1 loss 0.05052:  42%|████▏     | 2351/5632 [13:13<16:54,  3.23it/s]
epoch 1 loss 0.05052:  42%|████▏     | 2352/5632 [13:13<16:55,  3.23it/s]
epoch 1 loss 0.05051:  42%|████▏     | 2352/5632 [13:13<16:55,  3.23it/s]
epoch 1 loss 0.05051:  42%|████▏     | 2353/5632 [13:13<16:54,  3.23it/s]
epoch 1 loss 0.05049:  42%|████▏     | 2353/5632 [13:13<16:54,  3.23it/s]
epoch 1 loss 0.05049:  42%|████▏     | 2354/5632 [13:13<16:55,  3.23it/s]
epoch 1 loss 0.05046:  42%|████▏     | 2354/5632 [13:15<16:55,  3.23it/s]
epoch 1 loss 0.05046:  42%|████▏     | 2355/5632 [13:15<36:27,  1.50it/s]
epoch 1 loss 0.05044:  42%|████▏     | 2355/5632 [13:15<36:27,  1.50it/s]
epoch 1 loss 0.05044:  42%|████▏     | 2356/5632 [13:15<30:34,  1.79it/s]
epoch 1 loss 0.05043:  42%|████▏     | 2356/5632 [13:16<30:34,  1.79it/s]
epoch 1 loss 0.05043:  42%|████▏     | 2357/5632 [13:16<26:26,  2.06it/s]
epoch 1 loss 0.05041:  42%|████▏     | 2357/5632 [13:16<26:26,  2.06it/s]
epoch 1 loss 0.05041:  42%|████▏     | 2358/5632 [13:16<23:33,  2.32it/s]
epoch 1 loss 0.05039:  42%|████▏     | 2358/5632 [13:16<23:33,  2.32it/s]
epoch 1 loss 0.05039:  42%|████▏     | 2359/5632 [13:16<21:35,  2.53it/s]
epoch 1 loss 0.05037:  42%|████▏     | 2359/5632 [13:17<21:35,  2.53it/s]
epoch 1 loss 0.05037:  42%|████▏     | 2360/5632 [13:17<20:13,  2.70it/s]
epoch 1 loss 0.05035:  42%|████▏     | 2360/5632 [13:17<20:13,  2.70it/s]
epoch 1 loss 0.05035:  42%|████▏     | 2361/5632 [13:17<19:12,  2.84it/s]
epoch 1 loss 0.05033:  42%|████▏     | 2361/5632 [13:17<19:12,  2.84it/s]
epoch 1 loss 0.05033:  42%|████▏     | 2362/5632 [13:17<18:30,  2.94it/s]
epoch 1 loss 0.05031:  42%|████▏     | 2362/5632 [13:17<18:30,  2.94it/s]
epoch 1 loss 0.05031:  42%|████▏     | 2363/5632 [13:17<18:04,  3.01it/s]
epoch 1 loss 0.05029:  42%|████▏     | 2363/5632 [13:18<18:04,  3.01it/s]
epoch 1 loss 0.05029:  42%|████▏     | 2364/5632 [13:18<17:41,  3.08it/s]
epoch 1 loss 0.05034:  42%|████▏     | 2364/5632 [13:18<17:41,  3.08it/s]
epoch 1 loss 0.05034:  42%|████▏     | 2365/5632 [13:18<17:27,  3.12it/s]
epoch 1 loss 0.05032:  42%|████▏     | 2365/5632 [13:18<17:27,  3.12it/s]
epoch 1 loss 0.05032:  42%|████▏     | 2366/5632 [13:18<17:15,  3.15it/s]
epoch 1 loss 0.0503:  42%|████▏     | 2366/5632 [13:19<17:15,  3.15it/s] 
epoch 1 loss 0.0503:  42%|████▏     | 2367/5632 [13:19<17:08,  3.18it/s]
epoch 1 loss 0.05029:  42%|████▏     | 2367/5632 [13:19<17:08,  3.18it/s]
epoch 1 loss 0.05029:  42%|████▏     | 2368/5632 [13:19<17:03,  3.19it/s]
epoch 1 loss 0.05041:  42%|████▏     | 2368/5632 [13:19<17:03,  3.19it/s]
epoch 1 loss 0.05041:  42%|████▏     | 2369/5632 [13:19<16:58,  3.20it/s]
epoch 1 loss 0.05066:  42%|████▏     | 2369/5632 [13:20<16:58,  3.20it/s]
epoch 1 loss 0.05066:  42%|████▏     | 2370/5632 [13:20<16:58,  3.20it/s]
epoch 1 loss 0.05064:  42%|████▏     | 2370/5632 [13:20<16:58,  3.20it/s]
epoch 1 loss 0.05064:  42%|████▏     | 2371/5632 [13:20<16:55,  3.21it/s]
epoch 1 loss 0.05062:  42%|████▏     | 2371/5632 [13:20<16:55,  3.21it/s]
epoch 1 loss 0.05062:  42%|████▏     | 2372/5632 [13:20<16:56,  3.21it/s]
epoch 1 loss 0.0506:  42%|████▏     | 2372/5632 [13:21<16:56,  3.21it/s] 
epoch 1 loss 0.0506:  42%|████▏     | 2373/5632 [13:21<16:53,  3.21it/s]
epoch 1 loss 0.05066:  42%|████▏     | 2373/5632 [13:21<16:53,  3.21it/s]
epoch 1 loss 0.05066:  42%|████▏     | 2374/5632 [13:21<16:55,  3.21it/s]
epoch 1 loss 0.05085:  42%|████▏     | 2374/5632 [13:21<16:55,  3.21it/s]
epoch 1 loss 0.05085:  42%|████▏     | 2375/5632 [13:21<16:55,  3.21it/s]
epoch 1 loss 0.05089:  42%|████▏     | 2375/5632 [13:21<16:55,  3.21it/s]
epoch 1 loss 0.05089:  42%|████▏     | 2376/5632 [13:21<16:52,  3.22it/s]
epoch 1 loss 0.05087:  42%|████▏     | 2376/5632 [13:22<16:52,  3.22it/s]
epoch 1 loss 0.05087:  42%|████▏     | 2377/5632 [13:22<16:51,  3.22it/s]
epoch 1 loss 0.05084:  42%|████▏     | 2377/5632 [13:22<16:51,  3.22it/s]
epoch 1 loss 0.05084:  42%|████▏     | 2378/5632 [13:22<16:50,  3.22it/s]
epoch 1 loss 0.05082:  42%|████▏     | 2378/5632 [13:22<16:50,  3.22it/s]
epoch 1 loss 0.05082:  42%|████▏     | 2379/5632 [13:22<16:50,  3.22it/s]
epoch 1 loss 0.0508:  42%|████▏     | 2379/5632 [13:23<16:50,  3.22it/s] 
epoch 1 loss 0.0508:  42%|████▏     | 2380/5632 [13:23<16:48,  3.22it/s]
epoch 1 loss 0.05078:  42%|████▏     | 2380/5632 [13:23<16:48,  3.22it/s]
epoch 1 loss 0.05078:  42%|████▏     | 2381/5632 [13:23<16:48,  3.22it/s]
epoch 1 loss 0.05076:  42%|████▏     | 2381/5632 [13:23<16:48,  3.22it/s]
epoch 1 loss 0.05076:  42%|████▏     | 2382/5632 [13:23<16:47,  3.23it/s]
epoch 1 loss 0.05074:  42%|████▏     | 2382/5632 [13:24<16:47,  3.23it/s]
epoch 1 loss 0.05074:  42%|████▏     | 2383/5632 [13:24<16:47,  3.22it/s]
epoch 1 loss 0.05079:  42%|████▏     | 2383/5632 [13:24<16:47,  3.22it/s]
epoch 1 loss 0.05079:  42%|████▏     | 2384/5632 [13:24<16:48,  3.22it/s]
epoch 1 loss 0.05077:  42%|████▏     | 2384/5632 [13:24<16:48,  3.22it/s]
epoch 1 loss 0.05077:  42%|████▏     | 2385/5632 [13:24<16:47,  3.22it/s]
epoch 1 loss 0.05075:  42%|████▏     | 2385/5632 [13:25<16:47,  3.22it/s]
epoch 1 loss 0.05075:  42%|████▏     | 2386/5632 [13:25<16:47,  3.22it/s]
epoch 1 loss 0.05073:  42%|████▏     | 2386/5632 [13:25<16:47,  3.22it/s]
epoch 1 loss 0.05073:  42%|████▏     | 2387/5632 [13:25<16:45,  3.23it/s]
epoch 1 loss 0.05071:  42%|████▏     | 2387/5632 [13:25<16:45,  3.23it/s]
epoch 1 loss 0.05071:  42%|████▏     | 2388/5632 [13:25<16:46,  3.22it/s]
epoch 1 loss 0.05069:  42%|████▏     | 2388/5632 [13:26<16:46,  3.22it/s]
epoch 1 loss 0.05069:  42%|████▏     | 2389/5632 [13:26<16:45,  3.22it/s]
epoch 1 loss 0.05067:  42%|████▏     | 2389/5632 [13:26<16:45,  3.22it/s]
epoch 1 loss 0.05067:  42%|████▏     | 2390/5632 [13:26<16:43,  3.23it/s]
epoch 1 loss 0.05072:  42%|████▏     | 2390/5632 [13:26<16:43,  3.23it/s]
epoch 1 loss 0.05072:  42%|████▏     | 2391/5632 [13:26<16:43,  3.23it/s]
epoch 1 loss 0.05092:  42%|████▏     | 2391/5632 [13:26<16:43,  3.23it/s]
epoch 1 loss 0.05092:  42%|████▏     | 2392/5632 [13:26<16:43,  3.23it/s]
epoch 1 loss 0.0509:  42%|████▏     | 2392/5632 [13:27<16:43,  3.23it/s] 
epoch 1 loss 0.0509:  42%|████▏     | 2393/5632 [13:27<16:43,  3.23it/s]
epoch 1 loss 0.05088:  42%|████▏     | 2393/5632 [13:27<16:43,  3.23it/s]
epoch 1 loss 0.05088:  43%|████▎     | 2394/5632 [13:27<16:44,  3.22it/s]
epoch 1 loss 0.05086:  43%|████▎     | 2394/5632 [13:27<16:44,  3.22it/s]
epoch 1 loss 0.05086:  43%|████▎     | 2395/5632 [13:27<16:44,  3.22it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2395/5632 [13:28<16:44,  3.22it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2396/5632 [13:28<16:44,  3.22it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2396/5632 [13:28<16:44,  3.22it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2397/5632 [13:28<16:43,  3.22it/s]
epoch 1 loss 0.051:  43%|████▎     | 2397/5632 [13:28<16:43,  3.22it/s]  
epoch 1 loss 0.051:  43%|████▎     | 2398/5632 [13:28<16:44,  3.22it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2398/5632 [13:29<16:44,  3.22it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2399/5632 [13:29<16:42,  3.23it/s]
epoch 1 loss 0.0511:  43%|████▎     | 2399/5632 [13:29<16:42,  3.23it/s] 
epoch 1 loss 0.0511:  43%|████▎     | 2400/5632 [13:29<16:42,  3.22it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2400/5632 [13:29<16:42,  3.22it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2401/5632 [13:29<16:41,  3.22it/s]
epoch 1 loss 0.05111:  43%|████▎     | 2401/5632 [13:31<16:41,  3.22it/s]
epoch 1 loss 0.05111:  43%|████▎     | 2402/5632 [13:31<36:53,  1.46it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2402/5632 [13:31<36:53,  1.46it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2403/5632 [13:31<30:51,  1.74it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2403/5632 [13:31<30:51,  1.74it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2404/5632 [13:31<26:35,  2.02it/s]
epoch 1 loss 0.0511:  43%|████▎     | 2404/5632 [13:32<26:35,  2.02it/s] 
epoch 1 loss 0.0511:  43%|████▎     | 2405/5632 [13:32<23:40,  2.27it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2405/5632 [13:32<23:40,  2.27it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2406/5632 [13:32<21:35,  2.49it/s]
epoch 1 loss 0.05106:  43%|████▎     | 2406/5632 [13:32<21:35,  2.49it/s]
epoch 1 loss 0.05106:  43%|████▎     | 2407/5632 [13:32<20:06,  2.67it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2407/5632 [13:33<20:06,  2.67it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2408/5632 [13:33<19:05,  2.81it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2408/5632 [13:33<19:05,  2.81it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2409/5632 [13:33<18:22,  2.92it/s]
epoch 1 loss 0.05101:  43%|████▎     | 2409/5632 [13:33<18:22,  2.92it/s]
epoch 1 loss 0.05101:  43%|████▎     | 2410/5632 [13:33<17:52,  3.00it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2410/5632 [13:34<17:52,  3.00it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2411/5632 [13:34<17:28,  3.07it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2411/5632 [13:34<17:28,  3.07it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2412/5632 [13:34<17:28,  3.07it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2412/5632 [13:34<17:28,  3.07it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2413/5632 [13:34<17:19,  3.10it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2413/5632 [13:35<17:19,  3.10it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2414/5632 [13:35<17:08,  3.13it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2414/5632 [13:35<17:08,  3.13it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2415/5632 [13:35<17:00,  3.15it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2415/5632 [13:35<17:00,  3.15it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2416/5632 [13:35<17:03,  3.14it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2416/5632 [13:36<17:03,  3.14it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2417/5632 [13:36<17:06,  3.13it/s]
epoch 1 loss 0.05093:  43%|████▎     | 2417/5632 [13:36<17:06,  3.13it/s]
epoch 1 loss 0.05093:  43%|████▎     | 2418/5632 [13:36<16:58,  3.16it/s]
epoch 1 loss 0.05091:  43%|████▎     | 2418/5632 [13:36<16:58,  3.16it/s]
epoch 1 loss 0.05091:  43%|████▎     | 2419/5632 [13:36<16:53,  3.17it/s]
epoch 1 loss 0.05089:  43%|████▎     | 2419/5632 [13:36<16:53,  3.17it/s]
epoch 1 loss 0.05089:  43%|████▎     | 2420/5632 [13:36<16:47,  3.19it/s]
epoch 1 loss 0.05087:  43%|████▎     | 2420/5632 [13:37<16:47,  3.19it/s]
epoch 1 loss 0.05087:  43%|████▎     | 2421/5632 [13:37<16:43,  3.20it/s]
epoch 1 loss 0.05085:  43%|████▎     | 2421/5632 [13:37<16:43,  3.20it/s]
epoch 1 loss 0.05085:  43%|████▎     | 2422/5632 [13:37<16:41,  3.21it/s]
epoch 1 loss 0.05083:  43%|████▎     | 2422/5632 [13:37<16:41,  3.21it/s]
epoch 1 loss 0.05083:  43%|████▎     | 2423/5632 [13:37<16:40,  3.21it/s]
epoch 1 loss 0.05081:  43%|████▎     | 2423/5632 [13:38<16:40,  3.21it/s]
epoch 1 loss 0.05081:  43%|████▎     | 2424/5632 [13:38<16:40,  3.21it/s]
epoch 1 loss 0.05081:  43%|████▎     | 2424/5632 [13:38<16:40,  3.21it/s]
epoch 1 loss 0.05081:  43%|████▎     | 2425/5632 [13:38<16:40,  3.21it/s]
epoch 1 loss 0.05079:  43%|████▎     | 2425/5632 [13:38<16:40,  3.21it/s]
epoch 1 loss 0.05079:  43%|████▎     | 2426/5632 [13:38<16:38,  3.21it/s]
epoch 1 loss 0.05077:  43%|████▎     | 2426/5632 [13:39<16:38,  3.21it/s]
epoch 1 loss 0.05077:  43%|████▎     | 2427/5632 [13:39<16:34,  3.22it/s]
epoch 1 loss 0.05075:  43%|████▎     | 2427/5632 [13:39<16:34,  3.22it/s]
epoch 1 loss 0.05075:  43%|████▎     | 2428/5632 [13:39<16:34,  3.22it/s]
epoch 1 loss 0.05113:  43%|████▎     | 2428/5632 [13:39<16:34,  3.22it/s]
epoch 1 loss 0.05113:  43%|████▎     | 2429/5632 [13:39<16:38,  3.21it/s]
epoch 1 loss 0.05118:  43%|████▎     | 2429/5632 [13:40<16:38,  3.21it/s]
epoch 1 loss 0.05118:  43%|████▎     | 2430/5632 [13:40<16:39,  3.20it/s]
epoch 1 loss 0.05116:  43%|████▎     | 2430/5632 [13:40<16:39,  3.20it/s]
epoch 1 loss 0.05116:  43%|████▎     | 2431/5632 [13:40<16:38,  3.21it/s]
epoch 1 loss 0.05114:  43%|████▎     | 2431/5632 [13:40<16:38,  3.21it/s]
epoch 1 loss 0.05114:  43%|████▎     | 2432/5632 [13:40<16:39,  3.20it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2432/5632 [13:40<16:39,  3.20it/s]
epoch 1 loss 0.05112:  43%|████▎     | 2433/5632 [13:40<16:39,  3.20it/s]
epoch 1 loss 0.05113:  43%|████▎     | 2433/5632 [13:41<16:39,  3.20it/s]
epoch 1 loss 0.05113:  43%|████▎     | 2434/5632 [13:41<16:37,  3.21it/s]
epoch 1 loss 0.05111:  43%|████▎     | 2434/5632 [13:41<16:37,  3.21it/s]
epoch 1 loss 0.05111:  43%|████▎     | 2435/5632 [13:41<16:36,  3.21it/s]
epoch 1 loss 0.0511:  43%|████▎     | 2435/5632 [13:41<16:36,  3.21it/s] 
epoch 1 loss 0.0511:  43%|████▎     | 2436/5632 [13:41<16:35,  3.21it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2436/5632 [13:42<16:35,  3.21it/s]
epoch 1 loss 0.05108:  43%|████▎     | 2437/5632 [13:42<16:35,  3.21it/s]
epoch 1 loss 0.05106:  43%|████▎     | 2437/5632 [13:42<16:35,  3.21it/s]
epoch 1 loss 0.05106:  43%|████▎     | 2438/5632 [13:42<16:33,  3.21it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2438/5632 [13:42<16:33,  3.21it/s]
epoch 1 loss 0.05104:  43%|████▎     | 2439/5632 [13:42<16:33,  3.21it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2439/5632 [13:43<16:33,  3.21it/s]
epoch 1 loss 0.05102:  43%|████▎     | 2440/5632 [13:43<16:32,  3.22it/s]
epoch 1 loss 0.051:  43%|████▎     | 2440/5632 [13:43<16:32,  3.22it/s]  
epoch 1 loss 0.051:  43%|████▎     | 2441/5632 [13:43<16:30,  3.22it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2441/5632 [13:43<16:30,  3.22it/s]
epoch 1 loss 0.05099:  43%|████▎     | 2442/5632 [13:43<16:31,  3.22it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2442/5632 [13:44<16:31,  3.22it/s]
epoch 1 loss 0.05097:  43%|████▎     | 2443/5632 [13:44<16:29,  3.22it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2443/5632 [13:44<16:29,  3.22it/s]
epoch 1 loss 0.05095:  43%|████▎     | 2444/5632 [13:44<16:29,  3.22it/s]
epoch 1 loss 0.05093:  43%|████▎     | 2444/5632 [13:44<16:29,  3.22it/s]
epoch 1 loss 0.05093:  43%|████▎     | 2445/5632 [13:44<16:27,  3.23it/s]
epoch 1 loss 0.05091:  43%|████▎     | 2445/5632 [13:45<16:27,  3.23it/s]
epoch 1 loss 0.05091:  43%|████▎     | 2446/5632 [13:45<16:27,  3.23it/s]
epoch 1 loss 0.05089:  43%|████▎     | 2446/5632 [13:45<16:27,  3.23it/s]
epoch 1 loss 0.05089:  43%|████▎     | 2447/5632 [13:45<16:26,  3.23it/s]
epoch 1 loss 0.05087:  43%|████▎     | 2447/5632 [13:45<16:26,  3.23it/s]
epoch 1 loss 0.05087:  43%|████▎     | 2448/5632 [13:45<16:26,  3.23it/s]
epoch 1 loss 0.05086:  43%|████▎     | 2448/5632 [13:46<16:26,  3.23it/s]
epoch 1 loss 0.05086:  43%|████▎     | 2449/5632 [13:46<32:14,  1.65it/s]
epoch 1 loss 0.05084:  43%|████▎     | 2449/5632 [13:47<32:14,  1.65it/s]
epoch 1 loss 0.05084:  44%|████▎     | 2450/5632 [13:47<27:31,  1.93it/s]
epoch 1 loss 0.05082:  44%|████▎     | 2450/5632 [13:47<27:31,  1.93it/s]
epoch 1 loss 0.05082:  44%|████▎     | 2451/5632 [13:47<24:27,  2.17it/s]
epoch 1 loss 0.0508:  44%|████▎     | 2451/5632 [13:47<24:27,  2.17it/s] 
epoch 1 loss 0.0508:  44%|████▎     | 2452/5632 [13:47<22:01,  2.41it/s]
epoch 1 loss 0.05078:  44%|████▎     | 2452/5632 [13:48<22:01,  2.41it/s]
epoch 1 loss 0.05078:  44%|████▎     | 2453/5632 [13:48<20:22,  2.60it/s]
epoch 1 loss 0.05085:  44%|████▎     | 2453/5632 [13:48<20:22,  2.60it/s]
epoch 1 loss 0.05085:  44%|████▎     | 2454/5632 [13:48<19:15,  2.75it/s]
epoch 1 loss 0.05084:  44%|████▎     | 2454/5632 [13:48<19:15,  2.75it/s]
epoch 1 loss 0.05084:  44%|████▎     | 2455/5632 [13:48<18:23,  2.88it/s]
epoch 1 loss 0.05082:  44%|████▎     | 2455/5632 [13:49<18:23,  2.88it/s]
epoch 1 loss 0.05082:  44%|████▎     | 2456/5632 [13:49<17:50,  2.97it/s]
epoch 1 loss 0.0508:  44%|████▎     | 2456/5632 [13:49<17:50,  2.97it/s] 
epoch 1 loss 0.0508:  44%|████▎     | 2457/5632 [13:49<17:24,  3.04it/s]
epoch 1 loss 0.05078:  44%|████▎     | 2457/5632 [13:49<17:24,  3.04it/s]
epoch 1 loss 0.05078:  44%|████▎     | 2458/5632 [13:49<17:09,  3.08it/s]
epoch 1 loss 0.05076:  44%|████▎     | 2458/5632 [13:50<17:09,  3.08it/s]
epoch 1 loss 0.05076:  44%|████▎     | 2459/5632 [13:50<16:54,  3.13it/s]
epoch 1 loss 0.05074:  44%|████▎     | 2459/5632 [13:50<16:54,  3.13it/s]
epoch 1 loss 0.05074:  44%|████▎     | 2460/5632 [13:50<16:45,  3.15it/s]
epoch 1 loss 0.05072:  44%|████▎     | 2460/5632 [13:50<16:45,  3.15it/s]
epoch 1 loss 0.05072:  44%|████▎     | 2461/5632 [13:50<16:39,  3.17it/s]
epoch 1 loss 0.0507:  44%|████▎     | 2461/5632 [13:51<16:39,  3.17it/s] 
epoch 1 loss 0.0507:  44%|████▎     | 2462/5632 [13:51<16:34,  3.19it/s]
epoch 1 loss 0.05068:  44%|████▎     | 2462/5632 [13:51<16:34,  3.19it/s]
epoch 1 loss 0.05068:  44%|████▎     | 2463/5632 [13:51<16:31,  3.20it/s]
epoch 1 loss 0.05067:  44%|████▎     | 2463/5632 [13:51<16:31,  3.20it/s]
epoch 1 loss 0.05067:  44%|████▍     | 2464/5632 [13:51<16:28,  3.20it/s]
epoch 1 loss 0.05064:  44%|████▍     | 2464/5632 [13:51<16:28,  3.20it/s]
epoch 1 loss 0.05064:  44%|████▍     | 2465/5632 [13:51<16:27,  3.21it/s]
epoch 1 loss 0.05063:  44%|████▍     | 2465/5632 [13:52<16:27,  3.21it/s]
epoch 1 loss 0.05063:  44%|████▍     | 2466/5632 [13:52<16:25,  3.21it/s]
epoch 1 loss 0.05061:  44%|████▍     | 2466/5632 [13:52<16:25,  3.21it/s]
epoch 1 loss 0.05061:  44%|████▍     | 2467/5632 [13:52<16:23,  3.22it/s]
epoch 1 loss 0.05074:  44%|████▍     | 2467/5632 [13:52<16:23,  3.22it/s]
epoch 1 loss 0.05074:  44%|████▍     | 2468/5632 [13:52<16:22,  3.22it/s]
epoch 1 loss 0.05072:  44%|████▍     | 2468/5632 [13:53<16:22,  3.22it/s]
epoch 1 loss 0.05072:  44%|████▍     | 2469/5632 [13:53<16:21,  3.22it/s]
epoch 1 loss 0.0507:  44%|████▍     | 2469/5632 [13:53<16:21,  3.22it/s] 
epoch 1 loss 0.0507:  44%|████▍     | 2470/5632 [13:53<16:20,  3.22it/s]
epoch 1 loss 0.05068:  44%|████▍     | 2470/5632 [13:53<16:20,  3.22it/s]
epoch 1 loss 0.05068:  44%|████▍     | 2471/5632 [13:53<16:20,  3.22it/s]
epoch 1 loss 0.05066:  44%|████▍     | 2471/5632 [13:54<16:20,  3.22it/s]
epoch 1 loss 0.05066:  44%|████▍     | 2472/5632 [13:54<16:21,  3.22it/s]
epoch 1 loss 0.05064:  44%|████▍     | 2472/5632 [13:54<16:21,  3.22it/s]
epoch 1 loss 0.05064:  44%|████▍     | 2473/5632 [13:54<16:18,  3.23it/s]
epoch 1 loss 0.05062:  44%|████▍     | 2473/5632 [13:54<16:18,  3.23it/s]
epoch 1 loss 0.05062:  44%|████▍     | 2474/5632 [13:54<16:18,  3.23it/s]
epoch 1 loss 0.0506:  44%|████▍     | 2474/5632 [13:55<16:18,  3.23it/s] 
epoch 1 loss 0.0506:  44%|████▍     | 2475/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05059:  44%|████▍     | 2475/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05059:  44%|████▍     | 2476/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05056:  44%|████▍     | 2476/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05056:  44%|████▍     | 2477/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05055:  44%|████▍     | 2477/5632 [13:55<16:19,  3.22it/s]
epoch 1 loss 0.05055:  44%|████▍     | 2478/5632 [13:55<16:18,  3.22it/s]
epoch 1 loss 0.05053:  44%|████▍     | 2478/5632 [13:56<16:18,  3.22it/s]
epoch 1 loss 0.05053:  44%|████▍     | 2479/5632 [13:56<16:21,  3.21it/s]
epoch 1 loss 0.0506:  44%|████▍     | 2479/5632 [13:56<16:21,  3.21it/s] 
epoch 1 loss 0.0506:  44%|████▍     | 2480/5632 [13:56<16:19,  3.22it/s]
epoch 1 loss 0.05058:  44%|████▍     | 2480/5632 [13:56<16:19,  3.22it/s]
epoch 1 loss 0.05058:  44%|████▍     | 2481/5632 [13:56<16:20,  3.21it/s]
epoch 1 loss 0.05056:  44%|████▍     | 2481/5632 [13:57<16:20,  3.21it/s]
epoch 1 loss 0.05056:  44%|████▍     | 2482/5632 [13:57<16:21,  3.21it/s]
epoch 1 loss 0.05054:  44%|████▍     | 2482/5632 [13:57<16:21,  3.21it/s]
epoch 1 loss 0.05054:  44%|████▍     | 2483/5632 [13:57<16:19,  3.21it/s]
epoch 1 loss 0.05052:  44%|████▍     | 2483/5632 [13:57<16:19,  3.21it/s]
epoch 1 loss 0.05052:  44%|████▍     | 2484/5632 [13:57<16:18,  3.22it/s]
epoch 1 loss 0.0505:  44%|████▍     | 2484/5632 [13:58<16:18,  3.22it/s] 
epoch 1 loss 0.0505:  44%|████▍     | 2485/5632 [13:58<16:16,  3.22it/s]
epoch 1 loss 0.05048:  44%|████▍     | 2485/5632 [13:58<16:16,  3.22it/s]
epoch 1 loss 0.05048:  44%|████▍     | 2486/5632 [13:58<16:16,  3.22it/s]
epoch 1 loss 0.05046:  44%|████▍     | 2486/5632 [13:58<16:16,  3.22it/s]
epoch 1 loss 0.05046:  44%|████▍     | 2487/5632 [13:58<16:15,  3.22it/s]
epoch 1 loss 0.05044:  44%|████▍     | 2487/5632 [13:59<16:15,  3.22it/s]
epoch 1 loss 0.05044:  44%|████▍     | 2488/5632 [13:59<16:14,  3.23it/s]
epoch 1 loss 0.05043:  44%|████▍     | 2488/5632 [13:59<16:14,  3.23it/s]
epoch 1 loss 0.05043:  44%|████▍     | 2489/5632 [13:59<16:14,  3.22it/s]
epoch 1 loss 0.05041:  44%|████▍     | 2489/5632 [13:59<16:14,  3.22it/s]
epoch 1 loss 0.05041:  44%|████▍     | 2490/5632 [13:59<16:14,  3.22it/s]
epoch 1 loss 0.05049:  44%|████▍     | 2490/5632 [14:00<16:14,  3.22it/s]
epoch 1 loss 0.05049:  44%|████▍     | 2491/5632 [14:00<16:14,  3.22it/s]
epoch 1 loss 0.05047:  44%|████▍     | 2491/5632 [14:00<16:14,  3.22it/s]
epoch 1 loss 0.05047:  44%|████▍     | 2492/5632 [14:00<16:13,  3.23it/s]
epoch 1 loss 0.05045:  44%|████▍     | 2492/5632 [14:00<16:13,  3.23it/s]
epoch 1 loss 0.05045:  44%|████▍     | 2493/5632 [14:00<16:12,  3.23it/s]
epoch 1 loss 0.05043:  44%|████▍     | 2493/5632 [14:00<16:12,  3.23it/s]
epoch 1 loss 0.05043:  44%|████▍     | 2494/5632 [14:00<16:12,  3.23it/s]
epoch 1 loss 0.05041:  44%|████▍     | 2494/5632 [14:01<16:12,  3.23it/s]
epoch 1 loss 0.05041:  44%|████▍     | 2495/5632 [14:01<16:11,  3.23it/s]
epoch 1 loss 0.05039:  44%|████▍     | 2495/5632 [14:02<16:11,  3.23it/s]
epoch 1 loss 0.05039:  44%|████▍     | 2496/5632 [14:02<31:40,  1.65it/s]
epoch 1 loss 0.05037:  44%|████▍     | 2496/5632 [14:02<31:40,  1.65it/s]
epoch 1 loss 0.05037:  44%|████▍     | 2497/5632 [14:02<27:01,  1.93it/s]
epoch 1 loss 0.05035:  44%|████▍     | 2497/5632 [14:03<27:01,  1.93it/s]
epoch 1 loss 0.05035:  44%|████▍     | 2498/5632 [14:03<23:46,  2.20it/s]
epoch 1 loss 0.05034:  44%|████▍     | 2498/5632 [14:03<23:46,  2.20it/s]
epoch 1 loss 0.05034:  44%|████▍     | 2499/5632 [14:03<21:28,  2.43it/s]
epoch 1 loss 0.05032:  44%|████▍     | 2499/5632 [14:03<21:28,  2.43it/s]
epoch 1 loss 0.05032:  44%|████▍     | 2500/5632 [14:03<19:53,  2.62it/s]
epoch 1 loss 0.0503:  44%|████▍     | 2500/5632 [14:04<19:53,  2.62it/s] 
epoch 1 loss 0.0503:  44%|████▍     | 2501/5632 [14:04<18:45,  2.78it/s]
epoch 1 loss 0.05028:  44%|████▍     | 2501/5632 [14:04<18:45,  2.78it/s]
epoch 1 loss 0.05028:  44%|████▍     | 2502/5632 [14:04<17:59,  2.90it/s]
epoch 1 loss 0.05026:  44%|████▍     | 2502/5632 [14:04<17:59,  2.90it/s]
epoch 1 loss 0.05026:  44%|████▍     | 2503/5632 [14:04<17:26,  2.99it/s]
epoch 1 loss 0.05033:  44%|████▍     | 2503/5632 [14:05<17:26,  2.99it/s]
epoch 1 loss 0.05033:  44%|████▍     | 2504/5632 [14:05<17:04,  3.05it/s]
epoch 1 loss 0.05031:  44%|████▍     | 2504/5632 [14:05<17:04,  3.05it/s]
epoch 1 loss 0.05031:  44%|████▍     | 2505/5632 [14:05<16:47,  3.10it/s]
epoch 1 loss 0.05029:  44%|████▍     | 2505/5632 [14:05<16:47,  3.10it/s]
epoch 1 loss 0.05029:  44%|████▍     | 2506/5632 [14:05<16:35,  3.14it/s]
epoch 1 loss 0.05046:  44%|████▍     | 2506/5632 [14:05<16:35,  3.14it/s]
epoch 1 loss 0.05046:  45%|████▍     | 2507/5632 [14:05<16:27,  3.16it/s]
epoch 1 loss 0.05065:  45%|████▍     | 2507/5632 [14:06<16:27,  3.16it/s]
epoch 1 loss 0.05065:  45%|████▍     | 2508/5632 [14:06<16:21,  3.18it/s]
epoch 1 loss 0.05063:  45%|████▍     | 2508/5632 [14:06<16:21,  3.18it/s]
epoch 1 loss 0.05063:  45%|████▍     | 2509/5632 [14:06<16:17,  3.19it/s]
epoch 1 loss 0.05061:  45%|████▍     | 2509/5632 [14:06<16:17,  3.19it/s]
epoch 1 loss 0.05061:  45%|████▍     | 2510/5632 [14:06<16:14,  3.20it/s]
epoch 1 loss 0.05076:  45%|████▍     | 2510/5632 [14:07<16:14,  3.20it/s]
epoch 1 loss 0.05076:  45%|████▍     | 2511/5632 [14:07<16:12,  3.21it/s]
epoch 1 loss 0.05075:  45%|████▍     | 2511/5632 [14:07<16:12,  3.21it/s]
epoch 1 loss 0.05075:  45%|████▍     | 2512/5632 [14:07<16:11,  3.21it/s]
epoch 1 loss 0.05074:  45%|████▍     | 2512/5632 [14:07<16:11,  3.21it/s]
epoch 1 loss 0.05074:  45%|████▍     | 2513/5632 [14:07<16:09,  3.22it/s]
epoch 1 loss 0.05072:  45%|████▍     | 2513/5632 [14:08<16:09,  3.22it/s]
epoch 1 loss 0.05072:  45%|████▍     | 2514/5632 [14:08<16:08,  3.22it/s]
epoch 1 loss 0.0507:  45%|████▍     | 2514/5632 [14:08<16:08,  3.22it/s] 
epoch 1 loss 0.0507:  45%|████▍     | 2515/5632 [14:08<16:07,  3.22it/s]
epoch 1 loss 0.05068:  45%|████▍     | 2515/5632 [14:08<16:07,  3.22it/s]
epoch 1 loss 0.05068:  45%|████▍     | 2516/5632 [14:08<16:07,  3.22it/s]
epoch 1 loss 0.05066:  45%|████▍     | 2516/5632 [14:09<16:07,  3.22it/s]
epoch 1 loss 0.05066:  45%|████▍     | 2517/5632 [14:09<16:05,  3.22it/s]
epoch 1 loss 0.05064:  45%|████▍     | 2517/5632 [14:09<16:05,  3.22it/s]
epoch 1 loss 0.05064:  45%|████▍     | 2518/5632 [14:09<16:06,  3.22it/s]
epoch 1 loss 0.05062:  45%|████▍     | 2518/5632 [14:09<16:06,  3.22it/s]
epoch 1 loss 0.05062:  45%|████▍     | 2519/5632 [14:09<16:05,  3.22it/s]
epoch 1 loss 0.0506:  45%|████▍     | 2519/5632 [14:09<16:05,  3.22it/s] 
epoch 1 loss 0.0506:  45%|████▍     | 2520/5632 [14:09<16:04,  3.23it/s]
epoch 1 loss 0.05058:  45%|████▍     | 2520/5632 [14:10<16:04,  3.23it/s]
epoch 1 loss 0.05058:  45%|████▍     | 2521/5632 [14:10<16:04,  3.23it/s]
epoch 1 loss 0.05056:  45%|████▍     | 2521/5632 [14:10<16:04,  3.23it/s]
epoch 1 loss 0.05056:  45%|████▍     | 2522/5632 [14:10<16:03,  3.23it/s]
epoch 1 loss 0.05055:  45%|████▍     | 2522/5632 [14:10<16:03,  3.23it/s]
epoch 1 loss 0.05055:  45%|████▍     | 2523/5632 [14:10<16:03,  3.23it/s]
epoch 1 loss 0.05053:  45%|████▍     | 2523/5632 [14:11<16:03,  3.23it/s]
epoch 1 loss 0.05053:  45%|████▍     | 2524/5632 [14:11<16:03,  3.23it/s]
epoch 1 loss 0.05051:  45%|████▍     | 2524/5632 [14:11<16:03,  3.23it/s]
epoch 1 loss 0.05051:  45%|████▍     | 2525/5632 [14:11<16:02,  3.23it/s]
epoch 1 loss 0.05049:  45%|████▍     | 2525/5632 [14:11<16:02,  3.23it/s]
epoch 1 loss 0.05049:  45%|████▍     | 2526/5632 [14:11<16:02,  3.23it/s]
epoch 1 loss 0.05054:  45%|████▍     | 2526/5632 [14:12<16:02,  3.23it/s]
epoch 1 loss 0.05054:  45%|████▍     | 2527/5632 [14:12<16:02,  3.23it/s]
epoch 1 loss 0.05053:  45%|████▍     | 2527/5632 [14:12<16:02,  3.23it/s]
epoch 1 loss 0.05053:  45%|████▍     | 2528/5632 [14:12<16:02,  3.22it/s]
epoch 1 loss 0.05051:  45%|████▍     | 2528/5632 [14:12<16:02,  3.22it/s]
epoch 1 loss 0.05051:  45%|████▍     | 2529/5632 [14:12<16:02,  3.22it/s]
epoch 1 loss 0.05049:  45%|████▍     | 2529/5632 [14:13<16:02,  3.22it/s]
epoch 1 loss 0.05049:  45%|████▍     | 2530/5632 [14:13<16:02,  3.22it/s]
epoch 1 loss 0.05047:  45%|████▍     | 2530/5632 [14:13<16:02,  3.22it/s]
epoch 1 loss 0.05047:  45%|████▍     | 2531/5632 [14:13<16:01,  3.22it/s]
epoch 1 loss 0.05045:  45%|████▍     | 2531/5632 [14:13<16:01,  3.22it/s]
epoch 1 loss 0.05045:  45%|████▍     | 2532/5632 [14:13<16:02,  3.22it/s]
epoch 1 loss 0.05043:  45%|████▍     | 2532/5632 [14:14<16:02,  3.22it/s]
epoch 1 loss 0.05043:  45%|████▍     | 2533/5632 [14:14<16:01,  3.22it/s]
epoch 1 loss 0.05042:  45%|████▍     | 2533/5632 [14:14<16:01,  3.22it/s]
epoch 1 loss 0.05042:  45%|████▍     | 2534/5632 [14:14<16:00,  3.22it/s]
epoch 1 loss 0.0504:  45%|████▍     | 2534/5632 [14:14<16:00,  3.22it/s] 
epoch 1 loss 0.0504:  45%|████▌     | 2535/5632 [14:14<16:00,  3.22it/s]
epoch 1 loss 0.05038:  45%|████▌     | 2535/5632 [14:14<16:00,  3.22it/s]
epoch 1 loss 0.05038:  45%|████▌     | 2536/5632 [14:14<15:59,  3.23it/s]
epoch 1 loss 0.05036:  45%|████▌     | 2536/5632 [14:15<15:59,  3.23it/s]
epoch 1 loss 0.05036:  45%|████▌     | 2537/5632 [14:15<15:59,  3.22it/s]
epoch 1 loss 0.05034:  45%|████▌     | 2537/5632 [14:15<15:59,  3.22it/s]
epoch 1 loss 0.05034:  45%|████▌     | 2538/5632 [14:15<15:59,  3.23it/s]
epoch 1 loss 0.05032:  45%|████▌     | 2538/5632 [14:15<15:59,  3.23it/s]
epoch 1 loss 0.05032:  45%|████▌     | 2539/5632 [14:15<15:59,  3.22it/s]
epoch 1 loss 0.0503:  45%|████▌     | 2539/5632 [14:16<15:59,  3.22it/s] 
epoch 1 loss 0.0503:  45%|████▌     | 2540/5632 [14:16<15:57,  3.23it/s]
epoch 1 loss 0.05029:  45%|████▌     | 2540/5632 [14:16<15:57,  3.23it/s]
epoch 1 loss 0.05029:  45%|████▌     | 2541/5632 [14:16<15:58,  3.22it/s]
epoch 1 loss 0.05027:  45%|████▌     | 2541/5632 [14:16<15:58,  3.22it/s]
epoch 1 loss 0.05027:  45%|████▌     | 2542/5632 [14:16<15:57,  3.23it/s]
epoch 1 loss 0.05025:  45%|████▌     | 2542/5632 [14:18<15:57,  3.23it/s]
epoch 1 loss 0.05025:  45%|████▌     | 2543/5632 [14:18<32:40,  1.58it/s]
epoch 1 loss 0.05023:  45%|████▌     | 2543/5632 [14:18<32:40,  1.58it/s]
epoch 1 loss 0.05023:  45%|████▌     | 2544/5632 [14:18<27:39,  1.86it/s]
epoch 1 loss 0.05021:  45%|████▌     | 2544/5632 [14:18<27:39,  1.86it/s]
epoch 1 loss 0.05021:  45%|████▌     | 2545/5632 [14:18<24:09,  2.13it/s]
epoch 1 loss 0.05019:  45%|████▌     | 2545/5632 [14:19<24:09,  2.13it/s]
epoch 1 loss 0.05019:  45%|████▌     | 2546/5632 [14:19<21:40,  2.37it/s]
epoch 1 loss 0.05025:  45%|████▌     | 2546/5632 [14:19<21:40,  2.37it/s]
epoch 1 loss 0.05025:  45%|████▌     | 2547/5632 [14:19<19:58,  2.57it/s]
epoch 1 loss 0.05023:  45%|████▌     | 2547/5632 [14:19<19:58,  2.57it/s]
epoch 1 loss 0.05023:  45%|████▌     | 2548/5632 [14:19<18:46,  2.74it/s]
epoch 1 loss 0.05021:  45%|████▌     | 2548/5632 [14:20<18:46,  2.74it/s]
epoch 1 loss 0.05021:  45%|████▌     | 2549/5632 [14:20<17:53,  2.87it/s]
epoch 1 loss 0.0502:  45%|████▌     | 2549/5632 [14:20<17:53,  2.87it/s] 
epoch 1 loss 0.0502:  45%|████▌     | 2550/5632 [14:20<17:18,  2.97it/s]
epoch 1 loss 0.05018:  45%|████▌     | 2550/5632 [14:20<17:18,  2.97it/s]
epoch 1 loss 0.05018:  45%|████▌     | 2551/5632 [14:20<16:52,  3.04it/s]
epoch 1 loss 0.05016:  45%|████▌     | 2551/5632 [14:20<16:52,  3.04it/s]
epoch 1 loss 0.05016:  45%|████▌     | 2552/5632 [14:21<16:34,  3.10it/s]
epoch 1 loss 0.05014:  45%|████▌     | 2552/5632 [14:21<16:34,  3.10it/s]
epoch 1 loss 0.05014:  45%|████▌     | 2553/5632 [14:21<16:22,  3.13it/s]
epoch 1 loss 0.05012:  45%|████▌     | 2553/5632 [14:21<16:22,  3.13it/s]
epoch 1 loss 0.05012:  45%|████▌     | 2554/5632 [14:21<16:13,  3.16it/s]
epoch 1 loss 0.0501:  45%|████▌     | 2554/5632 [14:21<16:13,  3.16it/s] 
epoch 1 loss 0.0501:  45%|████▌     | 2555/5632 [14:21<16:11,  3.17it/s]
epoch 1 loss 0.05016:  45%|████▌     | 2555/5632 [14:22<16:11,  3.17it/s]
epoch 1 loss 0.05016:  45%|████▌     | 2556/5632 [14:22<16:17,  3.15it/s]
epoch 1 loss 0.05015:  45%|████▌     | 2556/5632 [14:22<16:17,  3.15it/s]
epoch 1 loss 0.05015:  45%|████▌     | 2557/5632 [14:22<16:09,  3.17it/s]
epoch 1 loss 0.05013:  45%|████▌     | 2557/5632 [14:22<16:09,  3.17it/s]
epoch 1 loss 0.05013:  45%|████▌     | 2558/5632 [14:22<16:08,  3.17it/s]
epoch 1 loss 0.05011:  45%|████▌     | 2558/5632 [14:23<16:08,  3.17it/s]
epoch 1 loss 0.05011:  45%|████▌     | 2559/5632 [14:23<16:05,  3.18it/s]
epoch 1 loss 0.05009:  45%|████▌     | 2559/5632 [14:23<16:05,  3.18it/s]
epoch 1 loss 0.05009:  45%|████▌     | 2560/5632 [14:23<16:02,  3.19it/s]
epoch 1 loss 0.05007:  45%|████▌     | 2560/5632 [14:23<16:02,  3.19it/s]
epoch 1 loss 0.05007:  45%|████▌     | 2561/5632 [14:23<15:59,  3.20it/s]
epoch 1 loss 0.05006:  45%|████▌     | 2561/5632 [14:24<15:59,  3.20it/s]
epoch 1 loss 0.05006:  45%|████▌     | 2562/5632 [14:24<15:55,  3.21it/s]
epoch 1 loss 0.05004:  45%|████▌     | 2562/5632 [14:24<15:55,  3.21it/s]
epoch 1 loss 0.05004:  46%|████▌     | 2563/5632 [14:24<15:55,  3.21it/s]
epoch 1 loss 0.05002:  46%|████▌     | 2563/5632 [14:24<15:55,  3.21it/s]
epoch 1 loss 0.05002:  46%|████▌     | 2564/5632 [14:24<15:53,  3.22it/s]
epoch 1 loss 0.05:  46%|████▌     | 2564/5632 [14:25<15:53,  3.22it/s]   
epoch 1 loss 0.05:  46%|████▌     | 2565/5632 [14:25<15:54,  3.21it/s]
epoch 1 loss 0.04998:  46%|████▌     | 2565/5632 [14:25<15:54,  3.21it/s]
epoch 1 loss 0.04998:  46%|████▌     | 2566/5632 [14:25<15:52,  3.22it/s]
epoch 1 loss 0.04998:  46%|████▌     | 2566/5632 [14:25<15:52,  3.22it/s]
epoch 1 loss 0.04998:  46%|████▌     | 2567/5632 [14:25<15:54,  3.21it/s]
epoch 1 loss 0.04996:  46%|████▌     | 2567/5632 [14:25<15:54,  3.21it/s]
epoch 1 loss 0.04996:  46%|████▌     | 2568/5632 [14:25<15:53,  3.21it/s]
epoch 1 loss 0.04994:  46%|████▌     | 2568/5632 [14:26<15:53,  3.21it/s]
epoch 1 loss 0.04994:  46%|████▌     | 2569/5632 [14:26<15:52,  3.21it/s]
epoch 1 loss 0.04992:  46%|████▌     | 2569/5632 [14:26<15:52,  3.21it/s]
epoch 1 loss 0.04992:  46%|████▌     | 2570/5632 [14:26<15:50,  3.22it/s]
epoch 1 loss 0.04996:  46%|████▌     | 2570/5632 [14:26<15:50,  3.22it/s]
epoch 1 loss 0.04996:  46%|████▌     | 2571/5632 [14:26<15:47,  3.23it/s]
epoch 1 loss 0.04994:  46%|████▌     | 2571/5632 [14:27<15:47,  3.23it/s]
epoch 1 loss 0.04994:  46%|████▌     | 2572/5632 [14:27<15:46,  3.23it/s]
epoch 1 loss 0.04993:  46%|████▌     | 2572/5632 [14:27<15:46,  3.23it/s]
epoch 1 loss 0.04993:  46%|████▌     | 2573/5632 [14:27<15:45,  3.24it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2573/5632 [14:27<15:45,  3.24it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2574/5632 [14:27<15:46,  3.23it/s]
epoch 1 loss 0.04989:  46%|████▌     | 2574/5632 [14:28<15:46,  3.23it/s]
epoch 1 loss 0.04989:  46%|████▌     | 2575/5632 [14:28<15:47,  3.23it/s]
epoch 1 loss 0.04987:  46%|████▌     | 2575/5632 [14:28<15:47,  3.23it/s]
epoch 1 loss 0.04987:  46%|████▌     | 2576/5632 [14:28<15:48,  3.22it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2576/5632 [14:28<15:48,  3.22it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2577/5632 [14:28<15:44,  3.23it/s]
epoch 1 loss 0.0499:  46%|████▌     | 2577/5632 [14:29<15:44,  3.23it/s] 
epoch 1 loss 0.0499:  46%|████▌     | 2578/5632 [14:29<15:44,  3.23it/s]
epoch 1 loss 0.04988:  46%|████▌     | 2578/5632 [14:29<15:44,  3.23it/s]
epoch 1 loss 0.04988:  46%|████▌     | 2579/5632 [14:29<15:46,  3.23it/s]
epoch 1 loss 0.04986:  46%|████▌     | 2579/5632 [14:29<15:46,  3.23it/s]
epoch 1 loss 0.04986:  46%|████▌     | 2580/5632 [14:29<15:54,  3.20it/s]
epoch 1 loss 0.04984:  46%|████▌     | 2580/5632 [14:30<15:54,  3.20it/s]
epoch 1 loss 0.04984:  46%|████▌     | 2581/5632 [14:30<15:55,  3.19it/s]
epoch 1 loss 0.04982:  46%|████▌     | 2581/5632 [14:30<15:55,  3.19it/s]
epoch 1 loss 0.04982:  46%|████▌     | 2582/5632 [14:30<16:14,  3.13it/s]
epoch 1 loss 0.04981:  46%|████▌     | 2582/5632 [14:30<16:14,  3.13it/s]
epoch 1 loss 0.04981:  46%|████▌     | 2583/5632 [14:30<16:09,  3.14it/s]
epoch 1 loss 0.04979:  46%|████▌     | 2583/5632 [14:30<16:09,  3.14it/s]
epoch 1 loss 0.04979:  46%|████▌     | 2584/5632 [14:30<16:03,  3.16it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2584/5632 [14:31<16:03,  3.16it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2585/5632 [14:31<16:01,  3.17it/s]
epoch 1 loss 0.04981:  46%|████▌     | 2585/5632 [14:31<16:01,  3.17it/s]
epoch 1 loss 0.04981:  46%|████▌     | 2586/5632 [14:31<15:50,  3.21it/s]
epoch 1 loss 0.04993:  46%|████▌     | 2586/5632 [14:31<15:50,  3.21it/s]
epoch 1 loss 0.04993:  46%|████▌     | 2587/5632 [14:31<15:44,  3.22it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2587/5632 [14:32<15:44,  3.22it/s]
epoch 1 loss 0.04991:  46%|████▌     | 2588/5632 [14:32<15:42,  3.23it/s]
epoch 1 loss 0.04989:  46%|████▌     | 2588/5632 [14:32<15:42,  3.23it/s]
epoch 1 loss 0.04989:  46%|████▌     | 2589/5632 [14:32<15:38,  3.24it/s]
epoch 1 loss 0.04988:  46%|████▌     | 2589/5632 [14:34<15:38,  3.24it/s]
epoch 1 loss 0.04988:  46%|████▌     | 2590/5632 [14:34<34:44,  1.46it/s]
epoch 1 loss 0.04987:  46%|████▌     | 2590/5632 [14:34<34:44,  1.46it/s]
epoch 1 loss 0.04987:  46%|████▌     | 2591/5632 [14:34<29:00,  1.75it/s]
epoch 1 loss 0.04985:  46%|████▌     | 2591/5632 [14:34<29:00,  1.75it/s]
epoch 1 loss 0.04985:  46%|████▌     | 2592/5632 [14:34<25:00,  2.03it/s]
epoch 1 loss 0.04983:  46%|████▌     | 2592/5632 [14:35<25:00,  2.03it/s]
epoch 1 loss 0.04983:  46%|████▌     | 2593/5632 [14:35<22:13,  2.28it/s]
epoch 1 loss 0.04982:  46%|████▌     | 2593/5632 [14:35<22:13,  2.28it/s]
epoch 1 loss 0.04982:  46%|████▌     | 2594/5632 [14:35<20:15,  2.50it/s]
epoch 1 loss 0.0498:  46%|████▌     | 2594/5632 [14:35<20:15,  2.50it/s] 
epoch 1 loss 0.0498:  46%|████▌     | 2595/5632 [14:35<18:53,  2.68it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2595/5632 [14:35<18:53,  2.68it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2596/5632 [14:35<18:00,  2.81it/s]
epoch 1 loss 0.04976:  46%|████▌     | 2596/5632 [14:36<18:00,  2.81it/s]
epoch 1 loss 0.04976:  46%|████▌     | 2597/5632 [14:36<17:22,  2.91it/s]
epoch 1 loss 0.0498:  46%|████▌     | 2597/5632 [14:36<17:22,  2.91it/s] 
epoch 1 loss 0.0498:  46%|████▌     | 2598/5632 [14:36<17:03,  2.96it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2598/5632 [14:36<17:03,  2.96it/s]
epoch 1 loss 0.04978:  46%|████▌     | 2599/5632 [14:36<16:53,  2.99it/s]
epoch 1 loss 0.04976:  46%|████▌     | 2599/5632 [14:37<16:53,  2.99it/s]
epoch 1 loss 0.04976:  46%|████▌     | 2600/5632 [14:37<16:33,  3.05it/s]
epoch 1 loss 0.04974:  46%|████▌     | 2600/5632 [14:37<16:33,  3.05it/s]
epoch 1 loss 0.04974:  46%|████▌     | 2601/5632 [14:37<16:22,  3.08it/s]
epoch 1 loss 0.04972:  46%|████▌     | 2601/5632 [14:37<16:22,  3.08it/s]
epoch 1 loss 0.04972:  46%|████▌     | 2602/5632 [14:37<16:12,  3.12it/s]
epoch 1 loss 0.04971:  46%|████▌     | 2602/5632 [14:38<16:12,  3.12it/s]
epoch 1 loss 0.04971:  46%|████▌     | 2603/5632 [14:38<16:03,  3.14it/s]
epoch 1 loss 0.04969:  46%|████▌     | 2603/5632 [14:38<16:03,  3.14it/s]
epoch 1 loss 0.04969:  46%|████▌     | 2604/5632 [14:38<15:56,  3.17it/s]
epoch 1 loss 0.04979:  46%|████▌     | 2604/5632 [14:38<15:56,  3.17it/s]
epoch 1 loss 0.04979:  46%|████▋     | 2605/5632 [14:38<16:00,  3.15it/s]
epoch 1 loss 0.04977:  46%|████▋     | 2605/5632 [14:39<16:00,  3.15it/s]
epoch 1 loss 0.04977:  46%|████▋     | 2606/5632 [14:39<16:06,  3.13it/s]
epoch 1 loss 0.04975:  46%|████▋     | 2606/5632 [14:39<16:06,  3.13it/s]
epoch 1 loss 0.04975:  46%|████▋     | 2607/5632 [14:39<15:58,  3.15it/s]
epoch 1 loss 0.04973:  46%|████▋     | 2607/5632 [14:39<15:58,  3.15it/s]
epoch 1 loss 0.04973:  46%|████▋     | 2608/5632 [14:39<15:56,  3.16it/s]
epoch 1 loss 0.04991:  46%|████▋     | 2608/5632 [14:40<15:56,  3.16it/s]
epoch 1 loss 0.04991:  46%|████▋     | 2609/5632 [14:40<15:50,  3.18it/s]
epoch 1 loss 0.04989:  46%|████▋     | 2609/5632 [14:40<15:50,  3.18it/s]
epoch 1 loss 0.04989:  46%|████▋     | 2610/5632 [14:40<15:47,  3.19it/s]
epoch 1 loss 0.04988:  46%|████▋     | 2610/5632 [14:40<15:47,  3.19it/s]
epoch 1 loss 0.04988:  46%|████▋     | 2611/5632 [14:40<15:52,  3.17it/s]
epoch 1 loss 0.04986:  46%|████▋     | 2611/5632 [14:40<15:52,  3.17it/s]
epoch 1 loss 0.04986:  46%|████▋     | 2612/5632 [14:41<15:47,  3.19it/s]
epoch 1 loss 0.04984:  46%|████▋     | 2612/5632 [14:41<15:47,  3.19it/s]
epoch 1 loss 0.04984:  46%|████▋     | 2613/5632 [14:41<15:47,  3.19it/s]
epoch 1 loss 0.04982:  46%|████▋     | 2613/5632 [14:41<15:47,  3.19it/s]
epoch 1 loss 0.04982:  46%|████▋     | 2614/5632 [14:41<15:42,  3.20it/s]
epoch 1 loss 0.0498:  46%|████▋     | 2614/5632 [14:41<15:42,  3.20it/s] 
epoch 1 loss 0.0498:  46%|████▋     | 2615/5632 [14:41<15:43,  3.20it/s]
epoch 1 loss 0.04979:  46%|████▋     | 2615/5632 [14:42<15:43,  3.20it/s]
epoch 1 loss 0.04979:  46%|████▋     | 2616/5632 [14:42<15:40,  3.21it/s]
epoch 1 loss 0.04977:  46%|████▋     | 2616/5632 [14:42<15:40,  3.21it/s]
epoch 1 loss 0.04977:  46%|████▋     | 2617/5632 [14:42<15:38,  3.21it/s]
epoch 1 loss 0.04975:  46%|████▋     | 2617/5632 [14:42<15:38,  3.21it/s]
epoch 1 loss 0.04975:  46%|████▋     | 2618/5632 [14:42<15:36,  3.22it/s]
epoch 1 loss 0.04973:  46%|████▋     | 2618/5632 [14:43<15:36,  3.22it/s]
epoch 1 loss 0.04973:  47%|████▋     | 2619/5632 [14:43<15:35,  3.22it/s]
epoch 1 loss 0.04972:  47%|████▋     | 2619/5632 [14:43<15:35,  3.22it/s]
epoch 1 loss 0.04972:  47%|████▋     | 2620/5632 [14:43<15:33,  3.22it/s]
epoch 1 loss 0.0497:  47%|████▋     | 2620/5632 [14:43<15:33,  3.22it/s] 
epoch 1 loss 0.0497:  47%|████▋     | 2621/5632 [14:43<15:34,  3.22it/s]
epoch 1 loss 0.04968:  47%|████▋     | 2621/5632 [14:44<15:34,  3.22it/s]
epoch 1 loss 0.04968:  47%|████▋     | 2622/5632 [14:44<15:41,  3.20it/s]
epoch 1 loss 0.04966:  47%|████▋     | 2622/5632 [14:44<15:41,  3.20it/s]
epoch 1 loss 0.04966:  47%|████▋     | 2623/5632 [14:44<15:40,  3.20it/s]
epoch 1 loss 0.04981:  47%|████▋     | 2623/5632 [14:44<15:40,  3.20it/s]
epoch 1 loss 0.04981:  47%|████▋     | 2624/5632 [14:44<15:42,  3.19it/s]
epoch 1 loss 0.04979:  47%|████▋     | 2624/5632 [14:45<15:42,  3.19it/s]
epoch 1 loss 0.04979:  47%|████▋     | 2625/5632 [14:45<15:40,  3.20it/s]
epoch 1 loss 0.04977:  47%|████▋     | 2625/5632 [14:45<15:40,  3.20it/s]
epoch 1 loss 0.04977:  47%|████▋     | 2626/5632 [14:45<15:39,  3.20it/s]
epoch 1 loss 0.04984:  47%|████▋     | 2626/5632 [14:45<15:39,  3.20it/s]
epoch 1 loss 0.04984:  47%|████▋     | 2627/5632 [14:45<15:39,  3.20it/s]
epoch 1 loss 0.04982:  47%|████▋     | 2627/5632 [14:45<15:39,  3.20it/s]
epoch 1 loss 0.04982:  47%|████▋     | 2628/5632 [14:45<15:36,  3.21it/s]
epoch 1 loss 0.0498:  47%|████▋     | 2628/5632 [14:46<15:36,  3.21it/s] 
epoch 1 loss 0.0498:  47%|████▋     | 2629/5632 [14:46<15:49,  3.16it/s]
epoch 1 loss 0.04978:  47%|████▋     | 2629/5632 [14:46<15:49,  3.16it/s]
epoch 1 loss 0.04978:  47%|████▋     | 2630/5632 [14:46<15:47,  3.17it/s]
epoch 1 loss 0.04977:  47%|████▋     | 2630/5632 [14:46<15:47,  3.17it/s]
epoch 1 loss 0.04977:  47%|████▋     | 2631/5632 [14:46<15:43,  3.18it/s]
epoch 1 loss 0.04975:  47%|████▋     | 2631/5632 [14:47<15:43,  3.18it/s]
epoch 1 loss 0.04975:  47%|████▋     | 2632/5632 [14:47<15:40,  3.19it/s]
epoch 1 loss 0.04973:  47%|████▋     | 2632/5632 [14:47<15:40,  3.19it/s]
epoch 1 loss 0.04973:  47%|████▋     | 2633/5632 [14:47<15:34,  3.21it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2633/5632 [14:47<15:34,  3.21it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2634/5632 [14:47<15:33,  3.21it/s]
epoch 1 loss 0.04969:  47%|████▋     | 2634/5632 [14:48<15:33,  3.21it/s]
epoch 1 loss 0.04969:  47%|████▋     | 2635/5632 [14:48<15:32,  3.22it/s]
epoch 1 loss 0.04968:  47%|████▋     | 2635/5632 [14:48<15:32,  3.22it/s]
epoch 1 loss 0.04968:  47%|████▋     | 2636/5632 [14:48<15:31,  3.22it/s]
epoch 1 loss 0.04966:  47%|████▋     | 2636/5632 [14:49<15:31,  3.22it/s]
epoch 1 loss 0.04966:  47%|████▋     | 2637/5632 [14:49<32:04,  1.56it/s]
epoch 1 loss 0.04972:  47%|████▋     | 2637/5632 [14:50<32:04,  1.56it/s]
epoch 1 loss 0.04972:  47%|████▋     | 2638/5632 [14:50<27:02,  1.85it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2638/5632 [14:50<27:02,  1.85it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2639/5632 [14:50<23:35,  2.11it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2639/5632 [14:50<23:35,  2.11it/s]
epoch 1 loss 0.04971:  47%|████▋     | 2640/5632 [14:50<21:04,  2.37it/s]
epoch 1 loss 0.04969:  47%|████▋     | 2640/5632 [14:51<21:04,  2.37it/s]
epoch 1 loss 0.04969:  47%|████▋     | 2641/5632 [14:51<19:20,  2.58it/s]
epoch 1 loss 0.04967:  47%|████▋     | 2641/5632 [14:51<19:20,  2.58it/s]
epoch 1 loss 0.04967:  47%|████▋     | 2642/5632 [14:51<18:15,  2.73it/s]
epoch 1 loss 0.04965:  47%|████▋     | 2642/5632 [14:51<18:15,  2.73it/s]
epoch 1 loss 0.04965:  47%|████▋     | 2643/5632 [14:51<17:23,  2.87it/s]
epoch 1 loss 0.04964:  47%|████▋     | 2643/5632 [14:52<17:23,  2.87it/s]
epoch 1 loss 0.04964:  47%|████▋     | 2644/5632 [14:52<16:59,  2.93it/s]
epoch 1 loss 0.04962:  47%|████▋     | 2644/5632 [14:52<16:59,  2.93it/s]
epoch 1 loss 0.04962:  47%|████▋     | 2645/5632 [14:52<16:30,  3.02it/s]
epoch 1 loss 0.0496:  47%|████▋     | 2645/5632 [14:52<16:30,  3.02it/s] 
epoch 1 loss 0.0496:  47%|████▋     | 2646/5632 [14:52<16:09,  3.08it/s]
epoch 1 loss 0.04959:  47%|████▋     | 2646/5632 [14:53<16:09,  3.08it/s]
epoch 1 loss 0.04959:  47%|████▋     | 2647/5632 [14:53<16:03,  3.10it/s]
epoch 1 loss 0.04957:  47%|████▋     | 2647/5632 [14:53<16:03,  3.10it/s]
epoch 1 loss 0.04957:  47%|████▋     | 2648/5632 [14:53<15:51,  3.14it/s]
epoch 1 loss 0.04956:  47%|████▋     | 2648/5632 [14:53<15:51,  3.14it/s]
epoch 1 loss 0.04956:  47%|████▋     | 2649/5632 [14:53<15:43,  3.16it/s]
epoch 1 loss 0.04954:  47%|████▋     | 2649/5632 [14:53<15:43,  3.16it/s]
epoch 1 loss 0.04954:  47%|████▋     | 2650/5632 [14:53<15:38,  3.18it/s]
epoch 1 loss 0.04952:  47%|████▋     | 2650/5632 [14:54<15:38,  3.18it/s]
epoch 1 loss 0.04952:  47%|████▋     | 2651/5632 [14:54<15:33,  3.19it/s]
epoch 1 loss 0.0495:  47%|████▋     | 2651/5632 [14:54<15:33,  3.19it/s] 
epoch 1 loss 0.0495:  47%|████▋     | 2652/5632 [14:54<15:30,  3.20it/s]
epoch 1 loss 0.04949:  47%|████▋     | 2652/5632 [14:54<15:30,  3.20it/s]
epoch 1 loss 0.04949:  47%|████▋     | 2653/5632 [14:54<15:30,  3.20it/s]
epoch 1 loss 0.04947:  47%|████▋     | 2653/5632 [14:55<15:30,  3.20it/s]
epoch 1 loss 0.04947:  47%|████▋     | 2654/5632 [14:55<15:26,  3.22it/s]
epoch 1 loss 0.04945:  47%|████▋     | 2654/5632 [14:55<15:26,  3.22it/s]
epoch 1 loss 0.04945:  47%|████▋     | 2655/5632 [14:55<15:24,  3.22it/s]
epoch 1 loss 0.04943:  47%|████▋     | 2655/5632 [14:55<15:24,  3.22it/s]
epoch 1 loss 0.04943:  47%|████▋     | 2656/5632 [14:55<15:23,  3.22it/s]
epoch 1 loss 0.04942:  47%|████▋     | 2656/5632 [14:56<15:23,  3.22it/s]
epoch 1 loss 0.04942:  47%|████▋     | 2657/5632 [14:56<15:23,  3.22it/s]
epoch 1 loss 0.0494:  47%|████▋     | 2657/5632 [14:56<15:23,  3.22it/s] 
epoch 1 loss 0.0494:  47%|████▋     | 2658/5632 [14:56<15:22,  3.23it/s]
epoch 1 loss 0.04938:  47%|████▋     | 2658/5632 [14:56<15:22,  3.23it/s]
epoch 1 loss 0.04938:  47%|████▋     | 2659/5632 [14:56<15:21,  3.23it/s]
epoch 1 loss 0.04936:  47%|████▋     | 2659/5632 [14:57<15:21,  3.23it/s]
epoch 1 loss 0.04936:  47%|████▋     | 2660/5632 [14:57<15:20,  3.23it/s]
epoch 1 loss 0.04944:  47%|████▋     | 2660/5632 [14:57<15:20,  3.23it/s]
epoch 1 loss 0.04944:  47%|████▋     | 2661/5632 [14:57<15:20,  3.23it/s]
epoch 1 loss 0.04943:  47%|████▋     | 2661/5632 [14:57<15:20,  3.23it/s]
epoch 1 loss 0.04943:  47%|████▋     | 2662/5632 [14:57<15:28,  3.20it/s]
epoch 1 loss 0.04941:  47%|████▋     | 2662/5632 [14:58<15:28,  3.20it/s]
epoch 1 loss 0.04941:  47%|████▋     | 2663/5632 [14:58<15:50,  3.12it/s]
epoch 1 loss 0.04939:  47%|████▋     | 2663/5632 [14:58<15:50,  3.12it/s]
epoch 1 loss 0.04939:  47%|████▋     | 2664/5632 [14:58<15:41,  3.15it/s]
epoch 1 loss 0.04938:  47%|████▋     | 2664/5632 [14:58<15:41,  3.15it/s]
epoch 1 loss 0.04938:  47%|████▋     | 2665/5632 [14:58<15:33,  3.18it/s]
epoch 1 loss 0.04936:  47%|████▋     | 2665/5632 [14:58<15:33,  3.18it/s]
epoch 1 loss 0.04936:  47%|████▋     | 2666/5632 [14:58<15:29,  3.19it/s]
epoch 1 loss 0.04934:  47%|████▋     | 2666/5632 [14:59<15:29,  3.19it/s]
epoch 1 loss 0.04934:  47%|████▋     | 2667/5632 [14:59<15:25,  3.20it/s]
epoch 1 loss 0.04932:  47%|████▋     | 2667/5632 [14:59<15:25,  3.20it/s]
epoch 1 loss 0.04932:  47%|████▋     | 2668/5632 [14:59<15:20,  3.22it/s]
epoch 1 loss 0.04931:  47%|████▋     | 2668/5632 [14:59<15:20,  3.22it/s]
epoch 1 loss 0.04931:  47%|████▋     | 2669/5632 [14:59<15:19,  3.22it/s]
epoch 1 loss 0.04929:  47%|████▋     | 2669/5632 [15:00<15:19,  3.22it/s]
epoch 1 loss 0.04929:  47%|████▋     | 2670/5632 [15:00<15:21,  3.21it/s]
epoch 1 loss 0.04934:  47%|████▋     | 2670/5632 [15:00<15:21,  3.21it/s]
epoch 1 loss 0.04934:  47%|████▋     | 2671/5632 [15:00<15:18,  3.23it/s]
epoch 1 loss 0.04932:  47%|████▋     | 2671/5632 [15:00<15:18,  3.23it/s]
epoch 1 loss 0.04932:  47%|████▋     | 2672/5632 [15:00<15:19,  3.22it/s]
epoch 1 loss 0.0493:  47%|████▋     | 2672/5632 [15:01<15:19,  3.22it/s] 
epoch 1 loss 0.0493:  47%|████▋     | 2673/5632 [15:01<15:17,  3.23it/s]
epoch 1 loss 0.04929:  47%|████▋     | 2673/5632 [15:01<15:17,  3.23it/s]
epoch 1 loss 0.04929:  47%|████▋     | 2674/5632 [15:01<15:18,  3.22it/s]
epoch 1 loss 0.04927:  47%|████▋     | 2674/5632 [15:01<15:18,  3.22it/s]
epoch 1 loss 0.04927:  47%|████▋     | 2675/5632 [15:01<15:18,  3.22it/s]
epoch 1 loss 0.04925:  47%|████▋     | 2675/5632 [15:02<15:18,  3.22it/s]
epoch 1 loss 0.04925:  48%|████▊     | 2676/5632 [15:02<15:19,  3.21it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2676/5632 [15:02<15:19,  3.21it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2677/5632 [15:02<15:28,  3.18it/s]
epoch 1 loss 0.04922:  48%|████▊     | 2677/5632 [15:02<15:28,  3.18it/s]
epoch 1 loss 0.04922:  48%|████▊     | 2678/5632 [15:02<15:23,  3.20it/s]
epoch 1 loss 0.0492:  48%|████▊     | 2678/5632 [15:02<15:23,  3.20it/s] 
epoch 1 loss 0.0492:  48%|████▊     | 2679/5632 [15:02<15:20,  3.21it/s]
epoch 1 loss 0.04927:  48%|████▊     | 2679/5632 [15:03<15:20,  3.21it/s]
epoch 1 loss 0.04927:  48%|████▊     | 2680/5632 [15:03<15:21,  3.20it/s]
epoch 1 loss 0.04925:  48%|████▊     | 2680/5632 [15:03<15:21,  3.20it/s]
epoch 1 loss 0.04925:  48%|████▊     | 2681/5632 [15:03<15:20,  3.21it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2681/5632 [15:03<15:20,  3.21it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2682/5632 [15:03<15:19,  3.21it/s]
epoch 1 loss 0.04922:  48%|████▊     | 2682/5632 [15:04<15:19,  3.21it/s]
epoch 1 loss 0.04922:  48%|████▊     | 2683/5632 [15:04<15:20,  3.20it/s]
epoch 1 loss 0.04932:  48%|████▊     | 2683/5632 [15:05<15:20,  3.20it/s]
epoch 1 loss 0.04932:  48%|████▊     | 2684/5632 [15:05<30:02,  1.64it/s]
epoch 1 loss 0.0493:  48%|████▊     | 2684/5632 [15:05<30:02,  1.64it/s] 
epoch 1 loss 0.0493:  48%|████▊     | 2685/5632 [15:05<25:35,  1.92it/s]
epoch 1 loss 0.04928:  48%|████▊     | 2685/5632 [15:06<25:35,  1.92it/s]
epoch 1 loss 0.04928:  48%|████▊     | 2686/5632 [15:06<22:38,  2.17it/s]
epoch 1 loss 0.04926:  48%|████▊     | 2686/5632 [15:06<22:38,  2.17it/s]
epoch 1 loss 0.04926:  48%|████▊     | 2687/5632 [15:06<20:34,  2.39it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2687/5632 [15:06<20:34,  2.39it/s]
epoch 1 loss 0.04924:  48%|████▊     | 2688/5632 [15:06<18:57,  2.59it/s]
epoch 1 loss 0.04923:  48%|████▊     | 2688/5632 [15:07<18:57,  2.59it/s]
epoch 1 loss 0.04923:  48%|████▊     | 2689/5632 [15:07<17:56,  2.73it/s]
epoch 1 loss 0.04921:  48%|████▊     | 2689/5632 [15:07<17:56,  2.73it/s]
epoch 1 loss 0.04921:  48%|████▊     | 2690/5632 [15:07<17:07,  2.86it/s]
epoch 1 loss 0.04919:  48%|████▊     | 2690/5632 [15:07<17:07,  2.86it/s]
epoch 1 loss 0.04919:  48%|████▊     | 2691/5632 [15:07<16:44,  2.93it/s]
epoch 1 loss 0.0492:  48%|████▊     | 2691/5632 [15:08<16:44,  2.93it/s] 
epoch 1 loss 0.0492:  48%|████▊     | 2692/5632 [15:08<16:23,  2.99it/s]
epoch 1 loss 0.04937:  48%|████▊     | 2692/5632 [15:08<16:23,  2.99it/s]
epoch 1 loss 0.04937:  48%|████▊     | 2693/5632 [15:08<16:01,  3.06it/s]
epoch 1 loss 0.04935:  48%|████▊     | 2693/5632 [15:08<16:01,  3.06it/s]
epoch 1 loss 0.04935:  48%|████▊     | 2694/5632 [15:08<15:46,  3.10it/s]
epoch 1 loss 0.04939:  48%|████▊     | 2694/5632 [15:09<15:46,  3.10it/s]
epoch 1 loss 0.04939:  48%|████▊     | 2695/5632 [15:09<15:36,  3.14it/s]
epoch 1 loss 0.04944:  48%|████▊     | 2695/5632 [15:09<15:36,  3.14it/s]
epoch 1 loss 0.04944:  48%|████▊     | 2696/5632 [15:09<15:26,  3.17it/s]
epoch 1 loss 0.04964:  48%|████▊     | 2696/5632 [15:09<15:26,  3.17it/s]
epoch 1 loss 0.04964:  48%|████▊     | 2697/5632 [15:09<15:22,  3.18it/s]
epoch 1 loss 0.04962:  48%|████▊     | 2697/5632 [15:09<15:22,  3.18it/s]
epoch 1 loss 0.04962:  48%|████▊     | 2698/5632 [15:09<15:19,  3.19it/s]
epoch 1 loss 0.0496:  48%|████▊     | 2698/5632 [15:10<15:19,  3.19it/s] 
epoch 1 loss 0.0496:  48%|████▊     | 2699/5632 [15:10<15:17,  3.20it/s]
epoch 1 loss 0.04959:  48%|████▊     | 2699/5632 [15:10<15:17,  3.20it/s]
epoch 1 loss 0.04959:  48%|████▊     | 2700/5632 [15:10<15:14,  3.21it/s]
epoch 1 loss 0.04957:  48%|████▊     | 2700/5632 [15:10<15:14,  3.21it/s]
epoch 1 loss 0.04957:  48%|████▊     | 2701/5632 [15:10<15:11,  3.22it/s]
epoch 1 loss 0.04963:  48%|████▊     | 2701/5632 [15:11<15:11,  3.22it/s]
epoch 1 loss 0.04963:  48%|████▊     | 2702/5632 [15:11<15:10,  3.22it/s]
epoch 1 loss 0.04961:  48%|████▊     | 2702/5632 [15:11<15:10,  3.22it/s]
epoch 1 loss 0.04961:  48%|████▊     | 2703/5632 [15:11<15:07,  3.23it/s]
epoch 1 loss 0.04959:  48%|████▊     | 2703/5632 [15:11<15:07,  3.23it/s]
epoch 1 loss 0.04959:  48%|████▊     | 2704/5632 [15:11<15:07,  3.23it/s]
epoch 1 loss 0.04958:  48%|████▊     | 2704/5632 [15:12<15:07,  3.23it/s]
epoch 1 loss 0.04958:  48%|████▊     | 2705/5632 [15:12<15:05,  3.23it/s]
epoch 1 loss 0.04956:  48%|████▊     | 2705/5632 [15:12<15:05,  3.23it/s]
epoch 1 loss 0.04956:  48%|████▊     | 2706/5632 [15:12<15:04,  3.23it/s]
epoch 1 loss 0.04954:  48%|████▊     | 2706/5632 [15:12<15:04,  3.23it/s]
epoch 1 loss 0.04954:  48%|████▊     | 2707/5632 [15:12<15:05,  3.23it/s]
epoch 1 loss 0.04952:  48%|████▊     | 2707/5632 [15:13<15:05,  3.23it/s]
epoch 1 loss 0.04952:  48%|████▊     | 2708/5632 [15:13<15:05,  3.23it/s]
epoch 1 loss 0.04951:  48%|████▊     | 2708/5632 [15:13<15:05,  3.23it/s]
epoch 1 loss 0.04951:  48%|████▊     | 2709/5632 [15:13<15:04,  3.23it/s]
epoch 1 loss 0.04949:  48%|████▊     | 2709/5632 [15:13<15:04,  3.23it/s]
epoch 1 loss 0.04949:  48%|████▊     | 2710/5632 [15:13<15:03,  3.23it/s]
epoch 1 loss 0.04947:  48%|████▊     | 2710/5632 [15:13<15:03,  3.23it/s]
epoch 1 loss 0.04947:  48%|████▊     | 2711/5632 [15:13<15:03,  3.23it/s]
epoch 1 loss 0.04945:  48%|████▊     | 2711/5632 [15:14<15:03,  3.23it/s]
epoch 1 loss 0.04945:  48%|████▊     | 2712/5632 [15:14<15:02,  3.23it/s]
epoch 1 loss 0.04944:  48%|████▊     | 2712/5632 [15:14<15:02,  3.23it/s]
epoch 1 loss 0.04944:  48%|████▊     | 2713/5632 [15:14<15:02,  3.24it/s]
epoch 1 loss 0.04942:  48%|████▊     | 2713/5632 [15:14<15:02,  3.24it/s]
epoch 1 loss 0.04942:  48%|████▊     | 2714/5632 [15:14<15:02,  3.23it/s]
epoch 1 loss 0.04941:  48%|████▊     | 2714/5632 [15:15<15:02,  3.23it/s]
epoch 1 loss 0.04941:  48%|████▊     | 2715/5632 [15:15<15:02,  3.23it/s]
epoch 1 loss 0.04939:  48%|████▊     | 2715/5632 [15:15<15:02,  3.23it/s]
epoch 1 loss 0.04939:  48%|████▊     | 2716/5632 [15:15<15:03,  3.23it/s]
epoch 1 loss 0.04938:  48%|████▊     | 2716/5632 [15:15<15:03,  3.23it/s]
epoch 1 loss 0.04938:  48%|████▊     | 2717/5632 [15:15<15:02,  3.23it/s]
epoch 1 loss 0.04936:  48%|████▊     | 2717/5632 [15:16<15:02,  3.23it/s]
epoch 1 loss 0.04936:  48%|████▊     | 2718/5632 [15:16<15:02,  3.23it/s]
epoch 1 loss 0.0494:  48%|████▊     | 2718/5632 [15:16<15:02,  3.23it/s] 
epoch 1 loss 0.0494:  48%|████▊     | 2719/5632 [15:16<15:02,  3.23it/s]
epoch 1 loss 0.04938:  48%|████▊     | 2719/5632 [15:16<15:02,  3.23it/s]
epoch 1 loss 0.04938:  48%|████▊     | 2720/5632 [15:16<15:00,  3.23it/s]
epoch 1 loss 0.04936:  48%|████▊     | 2720/5632 [15:17<15:00,  3.23it/s]
epoch 1 loss 0.04936:  48%|████▊     | 2721/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04935:  48%|████▊     | 2721/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04935:  48%|████▊     | 2722/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04933:  48%|████▊     | 2722/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04933:  48%|████▊     | 2723/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04931:  48%|████▊     | 2723/5632 [15:17<15:01,  3.23it/s]
epoch 1 loss 0.04931:  48%|████▊     | 2724/5632 [15:17<15:00,  3.23it/s]
epoch 1 loss 0.0493:  48%|████▊     | 2724/5632 [15:18<15:00,  3.23it/s] 
epoch 1 loss 0.0493:  48%|████▊     | 2725/5632 [15:18<15:00,  3.23it/s]
epoch 1 loss 0.04933:  48%|████▊     | 2725/5632 [15:18<15:00,  3.23it/s]
epoch 1 loss 0.04933:  48%|████▊     | 2726/5632 [15:18<14:59,  3.23it/s]
epoch 1 loss 0.04931:  48%|████▊     | 2726/5632 [15:18<14:59,  3.23it/s]
epoch 1 loss 0.04931:  48%|████▊     | 2727/5632 [15:18<15:00,  3.23it/s]
epoch 1 loss 0.04929:  48%|████▊     | 2727/5632 [15:19<15:00,  3.23it/s]
epoch 1 loss 0.04929:  48%|████▊     | 2728/5632 [15:19<15:01,  3.22it/s]
epoch 1 loss 0.04928:  48%|████▊     | 2728/5632 [15:19<15:01,  3.22it/s]
epoch 1 loss 0.04928:  48%|████▊     | 2729/5632 [15:19<15:00,  3.23it/s]
epoch 1 loss 0.04926:  48%|████▊     | 2729/5632 [15:19<15:00,  3.23it/s]
epoch 1 loss 0.04926:  48%|████▊     | 2730/5632 [15:19<14:59,  3.23it/s]
epoch 1 loss 0.04925:  48%|████▊     | 2730/5632 [15:21<14:59,  3.23it/s]
epoch 1 loss 0.04925:  48%|████▊     | 2731/5632 [15:21<30:37,  1.58it/s]
epoch 1 loss 0.04923:  48%|████▊     | 2731/5632 [15:21<30:37,  1.58it/s]
epoch 1 loss 0.04923:  49%|████▊     | 2732/5632 [15:21<25:55,  1.86it/s]
epoch 1 loss 0.04922:  49%|████▊     | 2732/5632 [15:21<25:55,  1.86it/s]
epoch 1 loss 0.04922:  49%|████▊     | 2733/5632 [15:21<22:38,  2.13it/s]
epoch 1 loss 0.0492:  49%|████▊     | 2733/5632 [15:22<22:38,  2.13it/s] 
epoch 1 loss 0.0492:  49%|████▊     | 2734/5632 [15:22<20:19,  2.38it/s]
epoch 1 loss 0.04918:  49%|████▊     | 2734/5632 [15:22<20:19,  2.38it/s]
epoch 1 loss 0.04918:  49%|████▊     | 2735/5632 [15:22<18:38,  2.59it/s]
epoch 1 loss 0.04917:  49%|████▊     | 2735/5632 [15:22<18:38,  2.59it/s]
epoch 1 loss 0.04917:  49%|████▊     | 2736/5632 [15:22<17:32,  2.75it/s]
epoch 1 loss 0.04915:  49%|████▊     | 2736/5632 [15:23<17:32,  2.75it/s]
epoch 1 loss 0.04915:  49%|████▊     | 2737/5632 [15:23<16:45,  2.88it/s]
epoch 1 loss 0.04914:  49%|████▊     | 2737/5632 [15:23<16:45,  2.88it/s]
epoch 1 loss 0.04914:  49%|████▊     | 2738/5632 [15:23<16:11,  2.98it/s]
epoch 1 loss 0.04912:  49%|████▊     | 2738/5632 [15:23<16:11,  2.98it/s]
epoch 1 loss 0.04912:  49%|████▊     | 2739/5632 [15:23<15:47,  3.05it/s]
epoch 1 loss 0.0491:  49%|████▊     | 2739/5632 [15:24<15:47,  3.05it/s] 
epoch 1 loss 0.0491:  49%|████▊     | 2740/5632 [15:24<15:32,  3.10it/s]
epoch 1 loss 0.04908:  49%|████▊     | 2740/5632 [15:24<15:32,  3.10it/s]
epoch 1 loss 0.04908:  49%|████▊     | 2741/5632 [15:24<15:21,  3.14it/s]
epoch 1 loss 0.04907:  49%|████▊     | 2741/5632 [15:24<15:21,  3.14it/s]
epoch 1 loss 0.04907:  49%|████▊     | 2742/5632 [15:24<15:13,  3.16it/s]
epoch 1 loss 0.04905:  49%|████▊     | 2742/5632 [15:24<15:13,  3.16it/s]
epoch 1 loss 0.04905:  49%|████▊     | 2743/5632 [15:24<15:07,  3.18it/s]
epoch 1 loss 0.04903:  49%|████▊     | 2743/5632 [15:25<15:07,  3.18it/s]
epoch 1 loss 0.04903:  49%|████▊     | 2744/5632 [15:25<15:03,  3.20it/s]
epoch 1 loss 0.04903:  49%|████▊     | 2744/5632 [15:25<15:03,  3.20it/s]
epoch 1 loss 0.04903:  49%|████▊     | 2745/5632 [15:25<14:59,  3.21it/s]
epoch 1 loss 0.04902:  49%|████▊     | 2745/5632 [15:25<14:59,  3.21it/s]
epoch 1 loss 0.04902:  49%|████▉     | 2746/5632 [15:25<14:57,  3.21it/s]
epoch 1 loss 0.049:  49%|████▉     | 2746/5632 [15:26<14:57,  3.21it/s]  
epoch 1 loss 0.049:  49%|████▉     | 2747/5632 [15:26<14:54,  3.22it/s]
epoch 1 loss 0.04898:  49%|████▉     | 2747/5632 [15:26<14:54,  3.22it/s]
epoch 1 loss 0.04898:  49%|████▉     | 2748/5632 [15:26<14:54,  3.22it/s]
epoch 1 loss 0.04897:  49%|████▉     | 2748/5632 [15:26<14:54,  3.22it/s]
epoch 1 loss 0.04897:  49%|████▉     | 2749/5632 [15:26<14:52,  3.23it/s]
epoch 1 loss 0.04895:  49%|████▉     | 2749/5632 [15:27<14:52,  3.23it/s]
epoch 1 loss 0.04895:  49%|████▉     | 2750/5632 [15:27<14:52,  3.23it/s]
epoch 1 loss 0.04893:  49%|████▉     | 2750/5632 [15:27<14:52,  3.23it/s]
epoch 1 loss 0.04893:  49%|████▉     | 2751/5632 [15:27<14:52,  3.23it/s]
epoch 1 loss 0.04892:  49%|████▉     | 2751/5632 [15:27<14:52,  3.23it/s]
epoch 1 loss 0.04892:  49%|████▉     | 2752/5632 [15:27<14:51,  3.23it/s]
epoch 1 loss 0.0489:  49%|████▉     | 2752/5632 [15:28<14:51,  3.23it/s] 
epoch 1 loss 0.0489:  49%|████▉     | 2753/5632 [15:28<14:50,  3.23it/s]
epoch 1 loss 0.04888:  49%|████▉     | 2753/5632 [15:28<14:50,  3.23it/s]
epoch 1 loss 0.04888:  49%|████▉     | 2754/5632 [15:28<14:50,  3.23it/s]
epoch 1 loss 0.04887:  49%|████▉     | 2754/5632 [15:28<14:50,  3.23it/s]
epoch 1 loss 0.04887:  49%|████▉     | 2755/5632 [15:28<15:03,  3.19it/s]
epoch 1 loss 0.04899:  49%|████▉     | 2755/5632 [15:28<15:03,  3.19it/s]
epoch 1 loss 0.04899:  49%|████▉     | 2756/5632 [15:29<15:06,  3.17it/s]
epoch 1 loss 0.04897:  49%|████▉     | 2756/5632 [15:29<15:06,  3.17it/s]
epoch 1 loss 0.04897:  49%|████▉     | 2757/5632 [15:29<15:02,  3.19it/s]
epoch 1 loss 0.04896:  49%|████▉     | 2757/5632 [15:29<15:02,  3.19it/s]
epoch 1 loss 0.04896:  49%|████▉     | 2758/5632 [15:29<14:59,  3.20it/s]
epoch 1 loss 0.04894:  49%|████▉     | 2758/5632 [15:29<14:59,  3.20it/s]
epoch 1 loss 0.04894:  49%|████▉     | 2759/5632 [15:29<14:57,  3.20it/s]
epoch 1 loss 0.04892:  49%|████▉     | 2759/5632 [15:30<14:57,  3.20it/s]
epoch 1 loss 0.04892:  49%|████▉     | 2760/5632 [15:30<14:55,  3.21it/s]
epoch 1 loss 0.0489:  49%|████▉     | 2760/5632 [15:30<14:55,  3.21it/s] 
epoch 1 loss 0.0489:  49%|████▉     | 2761/5632 [15:30<14:54,  3.21it/s]
epoch 1 loss 0.04889:  49%|████▉     | 2761/5632 [15:30<14:54,  3.21it/s]
epoch 1 loss 0.04889:  49%|████▉     | 2762/5632 [15:30<14:52,  3.22it/s]
epoch 1 loss 0.04887:  49%|████▉     | 2762/5632 [15:31<14:52,  3.22it/s]
epoch 1 loss 0.04887:  49%|████▉     | 2763/5632 [15:31<14:50,  3.22it/s]
epoch 1 loss 0.04886:  49%|████▉     | 2763/5632 [15:31<14:50,  3.22it/s]
epoch 1 loss 0.04886:  49%|████▉     | 2764/5632 [15:31<14:49,  3.22it/s]
epoch 1 loss 0.04884:  49%|████▉     | 2764/5632 [15:31<14:49,  3.22it/s]
epoch 1 loss 0.04884:  49%|████▉     | 2765/5632 [15:31<14:48,  3.23it/s]
epoch 1 loss 0.04882:  49%|████▉     | 2765/5632 [15:32<14:48,  3.23it/s]
epoch 1 loss 0.04882:  49%|████▉     | 2766/5632 [15:32<14:48,  3.22it/s]
epoch 1 loss 0.04881:  49%|████▉     | 2766/5632 [15:32<14:48,  3.22it/s]
epoch 1 loss 0.04881:  49%|████▉     | 2767/5632 [15:32<14:47,  3.23it/s]
epoch 1 loss 0.04879:  49%|████▉     | 2767/5632 [15:32<14:47,  3.23it/s]
epoch 1 loss 0.04879:  49%|████▉     | 2768/5632 [15:32<14:48,  3.22it/s]
epoch 1 loss 0.04878:  49%|████▉     | 2768/5632 [15:33<14:48,  3.22it/s]
epoch 1 loss 0.04878:  49%|████▉     | 2769/5632 [15:33<14:46,  3.23it/s]
epoch 1 loss 0.04876:  49%|████▉     | 2769/5632 [15:33<14:46,  3.23it/s]
epoch 1 loss 0.04876:  49%|████▉     | 2770/5632 [15:33<14:46,  3.23it/s]
epoch 1 loss 0.04874:  49%|████▉     | 2770/5632 [15:33<14:46,  3.23it/s]
epoch 1 loss 0.04874:  49%|████▉     | 2771/5632 [15:33<14:44,  3.24it/s]
epoch 1 loss 0.04873:  49%|████▉     | 2771/5632 [15:33<14:44,  3.24it/s]
epoch 1 loss 0.04873:  49%|████▉     | 2772/5632 [15:33<14:47,  3.22it/s]
epoch 1 loss 0.04871:  49%|████▉     | 2772/5632 [15:34<14:47,  3.22it/s]
epoch 1 loss 0.04871:  49%|████▉     | 2773/5632 [15:34<14:49,  3.21it/s]
epoch 1 loss 0.0487:  49%|████▉     | 2773/5632 [15:34<14:49,  3.21it/s] 
epoch 1 loss 0.0487:  49%|████▉     | 2774/5632 [15:34<14:49,  3.21it/s]
epoch 1 loss 0.04868:  49%|████▉     | 2774/5632 [15:34<14:49,  3.21it/s]
epoch 1 loss 0.04868:  49%|████▉     | 2775/5632 [15:34<14:53,  3.20it/s]
epoch 1 loss 0.04866:  49%|████▉     | 2775/5632 [15:35<14:53,  3.20it/s]
epoch 1 loss 0.04866:  49%|████▉     | 2776/5632 [15:35<14:49,  3.21it/s]
epoch 1 loss 0.04865:  49%|████▉     | 2776/5632 [15:35<14:49,  3.21it/s]
epoch 1 loss 0.04865:  49%|████▉     | 2777/5632 [15:35<14:47,  3.22it/s]
epoch 1 loss 0.04863:  49%|████▉     | 2777/5632 [15:37<14:47,  3.22it/s]
epoch 1 loss 0.04863:  49%|████▉     | 2778/5632 [15:37<33:00,  1.44it/s]
epoch 1 loss 0.04861:  49%|████▉     | 2778/5632 [15:37<33:00,  1.44it/s]
epoch 1 loss 0.04861:  49%|████▉     | 2779/5632 [15:37<27:31,  1.73it/s]
epoch 1 loss 0.04859:  49%|████▉     | 2779/5632 [15:37<27:31,  1.73it/s]
epoch 1 loss 0.04859:  49%|████▉     | 2780/5632 [15:37<23:40,  2.01it/s]
epoch 1 loss 0.04858:  49%|████▉     | 2780/5632 [15:38<23:40,  2.01it/s]
epoch 1 loss 0.04858:  49%|████▉     | 2781/5632 [15:38<20:58,  2.27it/s]
epoch 1 loss 0.04856:  49%|████▉     | 2781/5632 [15:38<20:58,  2.27it/s]
epoch 1 loss 0.04856:  49%|████▉     | 2782/5632 [15:38<19:14,  2.47it/s]
epoch 1 loss 0.04854:  49%|████▉     | 2782/5632 [15:38<19:14,  2.47it/s]
epoch 1 loss 0.04854:  49%|████▉     | 2783/5632 [15:38<17:56,  2.65it/s]
epoch 1 loss 0.04853:  49%|████▉     | 2783/5632 [15:38<17:56,  2.65it/s]
epoch 1 loss 0.04853:  49%|████▉     | 2784/5632 [15:38<16:56,  2.80it/s]
epoch 1 loss 0.04851:  49%|████▉     | 2784/5632 [15:39<16:56,  2.80it/s]
epoch 1 loss 0.04851:  49%|████▉     | 2785/5632 [15:39<16:15,  2.92it/s]
epoch 1 loss 0.0485:  49%|████▉     | 2785/5632 [15:39<16:15,  2.92it/s] 
epoch 1 loss 0.0485:  49%|████▉     | 2786/5632 [15:39<15:46,  3.01it/s]
epoch 1 loss 0.04848:  49%|████▉     | 2786/5632 [15:39<15:46,  3.01it/s]
epoch 1 loss 0.04848:  49%|████▉     | 2787/5632 [15:39<15:25,  3.07it/s]
epoch 1 loss 0.04846:  49%|████▉     | 2787/5632 [15:40<15:25,  3.07it/s]
epoch 1 loss 0.04846:  50%|████▉     | 2788/5632 [15:40<15:13,  3.11it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2788/5632 [15:40<15:13,  3.11it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2789/5632 [15:40<15:03,  3.15it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2789/5632 [15:40<15:03,  3.15it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2790/5632 [15:40<14:56,  3.17it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2790/5632 [15:41<14:56,  3.17it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2791/5632 [15:41<14:53,  3.18it/s]
epoch 1 loss 0.0484:  50%|████▉     | 2791/5632 [15:41<14:53,  3.18it/s] 
epoch 1 loss 0.0484:  50%|████▉     | 2792/5632 [15:41<14:48,  3.20it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2792/5632 [15:41<14:48,  3.20it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2793/5632 [15:41<14:49,  3.19it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2793/5632 [15:42<14:49,  3.19it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2794/5632 [15:42<14:45,  3.20it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2794/5632 [15:42<14:45,  3.20it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2795/5632 [15:42<14:40,  3.22it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2795/5632 [15:42<14:40,  3.22it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2796/5632 [15:42<14:35,  3.24it/s]
epoch 1 loss 0.0484:  50%|████▉     | 2796/5632 [15:42<14:35,  3.24it/s] 
epoch 1 loss 0.0484:  50%|████▉     | 2797/5632 [15:43<14:34,  3.24it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2797/5632 [15:43<14:34,  3.24it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2798/5632 [15:43<14:32,  3.25it/s]
epoch 1 loss 0.04836:  50%|████▉     | 2798/5632 [15:43<14:32,  3.25it/s]
epoch 1 loss 0.04836:  50%|████▉     | 2799/5632 [15:43<14:31,  3.25it/s]
epoch 1 loss 0.04835:  50%|████▉     | 2799/5632 [15:43<14:31,  3.25it/s]
epoch 1 loss 0.04835:  50%|████▉     | 2800/5632 [15:43<14:44,  3.20it/s]
epoch 1 loss 0.0485:  50%|████▉     | 2800/5632 [15:44<14:44,  3.20it/s] 
epoch 1 loss 0.0485:  50%|████▉     | 2801/5632 [15:44<14:51,  3.17it/s]
epoch 1 loss 0.04848:  50%|████▉     | 2801/5632 [15:44<14:51,  3.17it/s]
epoch 1 loss 0.04848:  50%|████▉     | 2802/5632 [15:44<14:45,  3.19it/s]
epoch 1 loss 0.04846:  50%|████▉     | 2802/5632 [15:44<14:45,  3.19it/s]
epoch 1 loss 0.04846:  50%|████▉     | 2803/5632 [15:44<14:43,  3.20it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2803/5632 [15:45<14:43,  3.20it/s]
epoch 1 loss 0.04845:  50%|████▉     | 2804/5632 [15:45<14:39,  3.22it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2804/5632 [15:45<14:39,  3.22it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2805/5632 [15:45<14:36,  3.22it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2805/5632 [15:45<14:36,  3.22it/s]
epoch 1 loss 0.04841:  50%|████▉     | 2806/5632 [15:45<14:37,  3.22it/s]
epoch 1 loss 0.0484:  50%|████▉     | 2806/5632 [15:46<14:37,  3.22it/s] 
epoch 1 loss 0.0484:  50%|████▉     | 2807/5632 [15:46<14:35,  3.23it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2807/5632 [15:46<14:35,  3.23it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2808/5632 [15:46<14:32,  3.24it/s]
epoch 1 loss 0.04836:  50%|████▉     | 2808/5632 [15:46<14:32,  3.24it/s]
epoch 1 loss 0.04836:  50%|████▉     | 2809/5632 [15:46<14:30,  3.24it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2809/5632 [15:47<14:30,  3.24it/s]
epoch 1 loss 0.04843:  50%|████▉     | 2810/5632 [15:47<14:29,  3.25it/s]
epoch 1 loss 0.04842:  50%|████▉     | 2810/5632 [15:47<14:29,  3.25it/s]
epoch 1 loss 0.04842:  50%|████▉     | 2811/5632 [15:47<14:30,  3.24it/s]
epoch 1 loss 0.0484:  50%|████▉     | 2811/5632 [15:47<14:30,  3.24it/s] 
epoch 1 loss 0.0484:  50%|████▉     | 2812/5632 [15:47<14:30,  3.24it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2812/5632 [15:47<14:30,  3.24it/s]
epoch 1 loss 0.04838:  50%|████▉     | 2813/5632 [15:47<14:30,  3.24it/s]
epoch 1 loss 0.04837:  50%|████▉     | 2813/5632 [15:48<14:30,  3.24it/s]
epoch 1 loss 0.04837:  50%|████▉     | 2814/5632 [15:48<14:33,  3.23it/s]
epoch 1 loss 0.04835:  50%|████▉     | 2814/5632 [15:48<14:33,  3.23it/s]
epoch 1 loss 0.04835:  50%|████▉     | 2815/5632 [15:48<14:32,  3.23it/s]
epoch 1 loss 0.04834:  50%|████▉     | 2815/5632 [15:48<14:32,  3.23it/s]
epoch 1 loss 0.04834:  50%|█████     | 2816/5632 [15:48<14:31,  3.23it/s]
epoch 1 loss 0.04836:  50%|█████     | 2816/5632 [15:49<14:31,  3.23it/s]
epoch 1 loss 0.04836:  50%|█████     | 2817/5632 [15:49<14:31,  3.23it/s]
epoch 1 loss 0.04834:  50%|█████     | 2817/5632 [15:49<14:31,  3.23it/s]
epoch 1 loss 0.04834:  50%|█████     | 2818/5632 [15:49<14:29,  3.24it/s]
epoch 1 loss 0.04845:  50%|█████     | 2818/5632 [15:49<14:29,  3.24it/s]
epoch 1 loss 0.04845:  50%|█████     | 2819/5632 [15:49<14:29,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2819/5632 [15:50<14:29,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2820/5632 [15:50<14:27,  3.24it/s]
epoch 1 loss 0.04849:  50%|█████     | 2820/5632 [15:50<14:27,  3.24it/s]
epoch 1 loss 0.04849:  50%|█████     | 2821/5632 [15:50<14:29,  3.23it/s]
epoch 1 loss 0.04847:  50%|█████     | 2821/5632 [15:50<14:29,  3.23it/s]
epoch 1 loss 0.04847:  50%|█████     | 2822/5632 [15:50<14:29,  3.23it/s]
epoch 1 loss 0.04846:  50%|█████     | 2822/5632 [15:51<14:29,  3.23it/s]
epoch 1 loss 0.04846:  50%|█████     | 2823/5632 [15:51<14:28,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2823/5632 [15:51<14:28,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2824/5632 [15:51<14:27,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2824/5632 [15:52<14:27,  3.24it/s]
epoch 1 loss 0.04844:  50%|█████     | 2825/5632 [15:52<32:39,  1.43it/s]
epoch 1 loss 0.04842:  50%|█████     | 2825/5632 [15:53<32:39,  1.43it/s]
epoch 1 loss 0.04842:  50%|█████     | 2826/5632 [15:53<27:07,  1.72it/s]
epoch 1 loss 0.04841:  50%|█████     | 2826/5632 [15:53<27:07,  1.72it/s]
epoch 1 loss 0.04841:  50%|█████     | 2827/5632 [15:53<23:16,  2.01it/s]
epoch 1 loss 0.0484:  50%|█████     | 2827/5632 [15:53<23:16,  2.01it/s] 
epoch 1 loss 0.0484:  50%|█████     | 2828/5632 [15:53<20:38,  2.26it/s]
epoch 1 loss 0.04839:  50%|█████     | 2828/5632 [15:54<20:38,  2.26it/s]
epoch 1 loss 0.04839:  50%|█████     | 2829/5632 [15:54<18:45,  2.49it/s]
epoch 1 loss 0.04837:  50%|█████     | 2829/5632 [15:54<18:45,  2.49it/s]
epoch 1 loss 0.04837:  50%|█████     | 2830/5632 [15:54<17:26,  2.68it/s]
epoch 1 loss 0.04835:  50%|█████     | 2830/5632 [15:54<17:26,  2.68it/s]
epoch 1 loss 0.04835:  50%|█████     | 2831/5632 [15:54<16:31,  2.82it/s]
epoch 1 loss 0.04834:  50%|█████     | 2831/5632 [15:55<16:31,  2.82it/s]
epoch 1 loss 0.04834:  50%|█████     | 2832/5632 [15:55<15:51,  2.94it/s]
epoch 1 loss 0.04832:  50%|█████     | 2832/5632 [15:55<15:51,  2.94it/s]
epoch 1 loss 0.04832:  50%|█████     | 2833/5632 [15:55<15:24,  3.03it/s]
epoch 1 loss 0.0483:  50%|█████     | 2833/5632 [15:55<15:24,  3.03it/s] 
epoch 1 loss 0.0483:  50%|█████     | 2834/5632 [15:55<15:06,  3.09it/s]
epoch 1 loss 0.04829:  50%|█████     | 2834/5632 [15:56<15:06,  3.09it/s]
epoch 1 loss 0.04829:  50%|█████     | 2835/5632 [15:56<14:55,  3.12it/s]
epoch 1 loss 0.04827:  50%|█████     | 2835/5632 [15:56<14:55,  3.12it/s]
epoch 1 loss 0.04827:  50%|█████     | 2836/5632 [15:56<14:44,  3.16it/s]
epoch 1 loss 0.04825:  50%|█████     | 2836/5632 [15:56<14:44,  3.16it/s]
epoch 1 loss 0.04825:  50%|█████     | 2837/5632 [15:56<14:35,  3.19it/s]
epoch 1 loss 0.04824:  50%|█████     | 2837/5632 [15:56<14:35,  3.19it/s]
epoch 1 loss 0.04824:  50%|█████     | 2838/5632 [15:56<14:29,  3.21it/s]
epoch 1 loss 0.04822:  50%|█████     | 2838/5632 [15:57<14:29,  3.21it/s]
epoch 1 loss 0.04822:  50%|█████     | 2839/5632 [15:57<14:29,  3.21it/s]
epoch 1 loss 0.04821:  50%|█████     | 2839/5632 [15:57<14:29,  3.21it/s]
epoch 1 loss 0.04821:  50%|█████     | 2840/5632 [15:57<14:25,  3.23it/s]
epoch 1 loss 0.04833:  50%|█████     | 2840/5632 [15:57<14:25,  3.23it/s]
epoch 1 loss 0.04833:  50%|█████     | 2841/5632 [15:57<14:22,  3.24it/s]
epoch 1 loss 0.04832:  50%|█████     | 2841/5632 [15:58<14:22,  3.24it/s]
epoch 1 loss 0.04832:  50%|█████     | 2842/5632 [15:58<14:18,  3.25it/s]
epoch 1 loss 0.0483:  50%|█████     | 2842/5632 [15:58<14:18,  3.25it/s] 
epoch 1 loss 0.0483:  50%|█████     | 2843/5632 [15:58<14:18,  3.25it/s]
epoch 1 loss 0.04829:  50%|█████     | 2843/5632 [15:58<14:18,  3.25it/s]
epoch 1 loss 0.04829:  50%|█████     | 2844/5632 [15:58<14:21,  3.24it/s]
epoch 1 loss 0.04831:  50%|█████     | 2844/5632 [15:59<14:21,  3.24it/s]
epoch 1 loss 0.04831:  51%|█████     | 2845/5632 [15:59<14:21,  3.23it/s]
epoch 1 loss 0.0483:  51%|█████     | 2845/5632 [15:59<14:21,  3.23it/s] 
epoch 1 loss 0.0483:  51%|█████     | 2846/5632 [15:59<14:21,  3.23it/s]
epoch 1 loss 0.04828:  51%|█████     | 2846/5632 [15:59<14:21,  3.23it/s]
epoch 1 loss 0.04828:  51%|█████     | 2847/5632 [15:59<14:22,  3.23it/s]
epoch 1 loss 0.04827:  51%|█████     | 2847/5632 [16:00<14:22,  3.23it/s]
epoch 1 loss 0.04827:  51%|█████     | 2848/5632 [16:00<14:19,  3.24it/s]
epoch 1 loss 0.04825:  51%|█████     | 2848/5632 [16:00<14:19,  3.24it/s]
epoch 1 loss 0.04825:  51%|█████     | 2849/5632 [16:00<14:19,  3.24it/s]
epoch 1 loss 0.04824:  51%|█████     | 2849/5632 [16:00<14:19,  3.24it/s]
epoch 1 loss 0.04824:  51%|█████     | 2850/5632 [16:00<14:20,  3.23it/s]
epoch 1 loss 0.04822:  51%|█████     | 2850/5632 [16:00<14:20,  3.23it/s]
epoch 1 loss 0.04822:  51%|█████     | 2851/5632 [16:00<14:20,  3.23it/s]
epoch 1 loss 0.0482:  51%|█████     | 2851/5632 [16:01<14:20,  3.23it/s] 
epoch 1 loss 0.0482:  51%|█████     | 2852/5632 [16:01<14:21,  3.23it/s]
epoch 1 loss 0.04819:  51%|█████     | 2852/5632 [16:01<14:21,  3.23it/s]
epoch 1 loss 0.04819:  51%|█████     | 2853/5632 [16:01<14:21,  3.23it/s]
epoch 1 loss 0.04818:  51%|█████     | 2853/5632 [16:01<14:21,  3.23it/s]
epoch 1 loss 0.04818:  51%|█████     | 2854/5632 [16:01<14:21,  3.22it/s]
epoch 1 loss 0.04816:  51%|█████     | 2854/5632 [16:02<14:21,  3.22it/s]
epoch 1 loss 0.04816:  51%|█████     | 2855/5632 [16:02<14:21,  3.22it/s]
epoch 1 loss 0.04814:  51%|█████     | 2855/5632 [16:02<14:21,  3.22it/s]
epoch 1 loss 0.04814:  51%|█████     | 2856/5632 [16:02<14:22,  3.22it/s]
epoch 1 loss 0.04813:  51%|█████     | 2856/5632 [16:02<14:22,  3.22it/s]
epoch 1 loss 0.04813:  51%|█████     | 2857/5632 [16:02<14:21,  3.22it/s]
epoch 1 loss 0.04811:  51%|█████     | 2857/5632 [16:03<14:21,  3.22it/s]
epoch 1 loss 0.04811:  51%|█████     | 2858/5632 [16:03<14:20,  3.22it/s]
epoch 1 loss 0.04809:  51%|█████     | 2858/5632 [16:03<14:20,  3.22it/s]
epoch 1 loss 0.04809:  51%|█████     | 2859/5632 [16:03<14:21,  3.22it/s]
epoch 1 loss 0.04816:  51%|█████     | 2859/5632 [16:03<14:21,  3.22it/s]
epoch 1 loss 0.04816:  51%|█████     | 2860/5632 [16:03<14:23,  3.21it/s]
epoch 1 loss 0.04814:  51%|█████     | 2860/5632 [16:04<14:23,  3.21it/s]
epoch 1 loss 0.04814:  51%|█████     | 2861/5632 [16:04<14:30,  3.18it/s]
epoch 1 loss 0.04813:  51%|█████     | 2861/5632 [16:04<14:30,  3.18it/s]
epoch 1 loss 0.04813:  51%|█████     | 2862/5632 [16:04<14:25,  3.20it/s]
epoch 1 loss 0.04811:  51%|█████     | 2862/5632 [16:04<14:25,  3.20it/s]
epoch 1 loss 0.04811:  51%|█████     | 2863/5632 [16:04<14:23,  3.21it/s]
epoch 1 loss 0.04809:  51%|█████     | 2863/5632 [16:05<14:23,  3.21it/s]
epoch 1 loss 0.04809:  51%|█████     | 2864/5632 [16:05<14:22,  3.21it/s]
epoch 1 loss 0.04808:  51%|█████     | 2864/5632 [16:05<14:22,  3.21it/s]
epoch 1 loss 0.04808:  51%|█████     | 2865/5632 [16:05<14:22,  3.21it/s]
epoch 1 loss 0.04806:  51%|█████     | 2865/5632 [16:05<14:22,  3.21it/s]
epoch 1 loss 0.04806:  51%|█████     | 2866/5632 [16:05<14:21,  3.21it/s]
epoch 1 loss 0.04805:  51%|█████     | 2866/5632 [16:05<14:21,  3.21it/s]
epoch 1 loss 0.04805:  51%|█████     | 2867/5632 [16:05<14:21,  3.21it/s]
epoch 1 loss 0.04803:  51%|█████     | 2867/5632 [16:06<14:21,  3.21it/s]
epoch 1 loss 0.04803:  51%|█████     | 2868/5632 [16:06<14:22,  3.20it/s]
epoch 1 loss 0.04802:  51%|█████     | 2868/5632 [16:06<14:22,  3.20it/s]
epoch 1 loss 0.04802:  51%|█████     | 2869/5632 [16:06<14:19,  3.21it/s]
epoch 1 loss 0.048:  51%|█████     | 2869/5632 [16:06<14:19,  3.21it/s]  
epoch 1 loss 0.048:  51%|█████     | 2870/5632 [16:06<14:15,  3.23it/s]
epoch 1 loss 0.04798:  51%|█████     | 2870/5632 [16:07<14:15,  3.23it/s]
epoch 1 loss 0.04798:  51%|█████     | 2871/5632 [16:07<14:16,  3.22it/s]
epoch 1 loss 0.04797:  51%|█████     | 2871/5632 [16:08<14:16,  3.22it/s]
epoch 1 loss 0.04797:  51%|█████     | 2872/5632 [16:08<28:38,  1.61it/s]
epoch 1 loss 0.04795:  51%|█████     | 2872/5632 [16:08<28:38,  1.61it/s]
epoch 1 loss 0.04795:  51%|█████     | 2873/5632 [16:08<24:19,  1.89it/s]
epoch 1 loss 0.04794:  51%|█████     | 2873/5632 [16:09<24:19,  1.89it/s]
epoch 1 loss 0.04794:  51%|█████     | 2874/5632 [16:09<21:18,  2.16it/s]
epoch 1 loss 0.04792:  51%|█████     | 2874/5632 [16:09<21:18,  2.16it/s]
epoch 1 loss 0.04792:  51%|█████     | 2875/5632 [16:09<19:12,  2.39it/s]
epoch 1 loss 0.048:  51%|█████     | 2875/5632 [16:09<19:12,  2.39it/s]  
epoch 1 loss 0.048:  51%|█████     | 2876/5632 [16:09<17:42,  2.59it/s]
epoch 1 loss 0.04798:  51%|█████     | 2876/5632 [16:10<17:42,  2.59it/s]
epoch 1 loss 0.04798:  51%|█████     | 2877/5632 [16:10<16:46,  2.74it/s]
epoch 1 loss 0.04797:  51%|█████     | 2877/5632 [16:10<16:46,  2.74it/s]
epoch 1 loss 0.04797:  51%|█████     | 2878/5632 [16:10<15:57,  2.88it/s]
epoch 1 loss 0.04795:  51%|█████     | 2878/5632 [16:10<15:57,  2.88it/s]
epoch 1 loss 0.04795:  51%|█████     | 2879/5632 [16:10<15:25,  2.97it/s]
epoch 1 loss 0.04793:  51%|█████     | 2879/5632 [16:11<15:25,  2.97it/s]
epoch 1 loss 0.04793:  51%|█████     | 2880/5632 [16:11<15:02,  3.05it/s]
epoch 1 loss 0.04792:  51%|█████     | 2880/5632 [16:11<15:02,  3.05it/s]
epoch 1 loss 0.04792:  51%|█████     | 2881/5632 [16:11<14:48,  3.10it/s]
epoch 1 loss 0.0479:  51%|█████     | 2881/5632 [16:11<14:48,  3.10it/s] 
epoch 1 loss 0.0479:  51%|█████     | 2882/5632 [16:11<14:35,  3.14it/s]
epoch 1 loss 0.04789:  51%|█████     | 2882/5632 [16:11<14:35,  3.14it/s]
epoch 1 loss 0.04789:  51%|█████     | 2883/5632 [16:11<14:28,  3.16it/s]
epoch 1 loss 0.0479:  51%|█████     | 2883/5632 [16:12<14:28,  3.16it/s] 
epoch 1 loss 0.0479:  51%|█████     | 2884/5632 [16:12<14:22,  3.19it/s]
epoch 1 loss 0.04788:  51%|█████     | 2884/5632 [16:12<14:22,  3.19it/s]
epoch 1 loss 0.04788:  51%|█████     | 2885/5632 [16:12<14:17,  3.20it/s]
epoch 1 loss 0.04787:  51%|█████     | 2885/5632 [16:12<14:17,  3.20it/s]
epoch 1 loss 0.04787:  51%|█████     | 2886/5632 [16:12<14:14,  3.21it/s]
epoch 1 loss 0.04785:  51%|█████     | 2886/5632 [16:13<14:14,  3.21it/s]
epoch 1 loss 0.04785:  51%|█████▏    | 2887/5632 [16:13<14:12,  3.22it/s]
epoch 1 loss 0.04784:  51%|█████▏    | 2887/5632 [16:13<14:12,  3.22it/s]
epoch 1 loss 0.04784:  51%|█████▏    | 2888/5632 [16:13<14:12,  3.22it/s]
epoch 1 loss 0.04799:  51%|█████▏    | 2888/5632 [16:13<14:12,  3.22it/s]
epoch 1 loss 0.04799:  51%|█████▏    | 2889/5632 [16:13<14:10,  3.23it/s]
epoch 1 loss 0.04797:  51%|█████▏    | 2889/5632 [16:14<14:10,  3.23it/s]
epoch 1 loss 0.04797:  51%|█████▏    | 2890/5632 [16:14<14:09,  3.23it/s]
epoch 1 loss 0.04796:  51%|█████▏    | 2890/5632 [16:14<14:09,  3.23it/s]
epoch 1 loss 0.04796:  51%|█████▏    | 2891/5632 [16:14<14:09,  3.23it/s]
epoch 1 loss 0.04794:  51%|█████▏    | 2891/5632 [16:14<14:09,  3.23it/s]
epoch 1 loss 0.04794:  51%|█████▏    | 2892/5632 [16:14<14:09,  3.22it/s]
epoch 1 loss 0.04793:  51%|█████▏    | 2892/5632 [16:15<14:09,  3.22it/s]
epoch 1 loss 0.04793:  51%|█████▏    | 2893/5632 [16:15<14:10,  3.22it/s]
epoch 1 loss 0.04791:  51%|█████▏    | 2893/5632 [16:15<14:10,  3.22it/s]
epoch 1 loss 0.04791:  51%|█████▏    | 2894/5632 [16:15<14:13,  3.21it/s]
epoch 1 loss 0.0479:  51%|█████▏    | 2894/5632 [16:15<14:13,  3.21it/s] 
epoch 1 loss 0.0479:  51%|█████▏    | 2895/5632 [16:15<14:13,  3.21it/s]
epoch 1 loss 0.04788:  51%|█████▏    | 2895/5632 [16:16<14:13,  3.21it/s]
epoch 1 loss 0.04788:  51%|█████▏    | 2896/5632 [16:16<14:12,  3.21it/s]
epoch 1 loss 0.04787:  51%|█████▏    | 2896/5632 [16:16<14:12,  3.21it/s]
epoch 1 loss 0.04787:  51%|█████▏    | 2897/5632 [16:16<14:12,  3.21it/s]
epoch 1 loss 0.04785:  51%|█████▏    | 2897/5632 [16:16<14:12,  3.21it/s]
epoch 1 loss 0.04785:  51%|█████▏    | 2898/5632 [16:16<14:06,  3.23it/s]
epoch 1 loss 0.04791:  51%|█████▏    | 2898/5632 [16:16<14:06,  3.23it/s]
epoch 1 loss 0.04791:  51%|█████▏    | 2899/5632 [16:16<14:07,  3.22it/s]
epoch 1 loss 0.0479:  51%|█████▏    | 2899/5632 [16:17<14:07,  3.22it/s] 
epoch 1 loss 0.0479:  51%|█████▏    | 2900/5632 [16:17<14:19,  3.18it/s]
epoch 1 loss 0.04788:  51%|█████▏    | 2900/5632 [16:17<14:19,  3.18it/s]
epoch 1 loss 0.04788:  52%|█████▏    | 2901/5632 [16:17<14:16,  3.19it/s]
epoch 1 loss 0.04795:  52%|█████▏    | 2901/5632 [16:17<14:16,  3.19it/s]
epoch 1 loss 0.04795:  52%|█████▏    | 2902/5632 [16:17<14:12,  3.20it/s]
epoch 1 loss 0.04793:  52%|█████▏    | 2902/5632 [16:18<14:12,  3.20it/s]
epoch 1 loss 0.04793:  52%|█████▏    | 2903/5632 [16:18<14:12,  3.20it/s]
epoch 1 loss 0.04792:  52%|█████▏    | 2903/5632 [16:18<14:12,  3.20it/s]
epoch 1 loss 0.04792:  52%|█████▏    | 2904/5632 [16:18<14:12,  3.20it/s]
epoch 1 loss 0.0479:  52%|█████▏    | 2904/5632 [16:18<14:12,  3.20it/s] 
epoch 1 loss 0.0479:  52%|█████▏    | 2905/5632 [16:18<14:13,  3.20it/s]
epoch 1 loss 0.04789:  52%|█████▏    | 2905/5632 [16:19<14:13,  3.20it/s]
epoch 1 loss 0.04789:  52%|█████▏    | 2906/5632 [16:19<14:13,  3.20it/s]
epoch 1 loss 0.04787:  52%|█████▏    | 2906/5632 [16:19<14:13,  3.20it/s]
epoch 1 loss 0.04787:  52%|█████▏    | 2907/5632 [16:19<14:09,  3.21it/s]
epoch 1 loss 0.04785:  52%|█████▏    | 2907/5632 [16:19<14:09,  3.21it/s]
epoch 1 loss 0.04785:  52%|█████▏    | 2908/5632 [16:19<14:08,  3.21it/s]
epoch 1 loss 0.04784:  52%|█████▏    | 2908/5632 [16:20<14:08,  3.21it/s]
epoch 1 loss 0.04784:  52%|█████▏    | 2909/5632 [16:20<14:06,  3.22it/s]
epoch 1 loss 0.04782:  52%|█████▏    | 2909/5632 [16:20<14:06,  3.22it/s]
epoch 1 loss 0.04782:  52%|█████▏    | 2910/5632 [16:20<14:05,  3.22it/s]
epoch 1 loss 0.04781:  52%|█████▏    | 2910/5632 [16:20<14:05,  3.22it/s]
epoch 1 loss 0.04781:  52%|█████▏    | 2911/5632 [16:20<14:04,  3.22it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2911/5632 [16:20<14:04,  3.22it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2912/5632 [16:21<14:01,  3.23it/s]
epoch 1 loss 0.04778:  52%|█████▏    | 2912/5632 [16:21<14:01,  3.23it/s]
epoch 1 loss 0.04778:  52%|█████▏    | 2913/5632 [16:21<14:02,  3.23it/s]
epoch 1 loss 0.04782:  52%|█████▏    | 2913/5632 [16:21<14:02,  3.23it/s]
epoch 1 loss 0.04782:  52%|█████▏    | 2914/5632 [16:21<14:01,  3.23it/s]
epoch 1 loss 0.0478:  52%|█████▏    | 2914/5632 [16:21<14:01,  3.23it/s] 
epoch 1 loss 0.0478:  52%|█████▏    | 2915/5632 [16:21<14:02,  3.23it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2915/5632 [16:22<14:02,  3.23it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2916/5632 [16:22<14:00,  3.23it/s]
epoch 1 loss 0.04777:  52%|█████▏    | 2916/5632 [16:22<14:00,  3.23it/s]
epoch 1 loss 0.04777:  52%|█████▏    | 2917/5632 [16:22<14:01,  3.23it/s]
epoch 1 loss 0.04776:  52%|█████▏    | 2917/5632 [16:22<14:01,  3.23it/s]
epoch 1 loss 0.04776:  52%|█████▏    | 2918/5632 [16:22<14:01,  3.23it/s]
epoch 1 loss 0.04774:  52%|█████▏    | 2918/5632 [16:24<14:01,  3.23it/s]
epoch 1 loss 0.04774:  52%|█████▏    | 2919/5632 [16:24<27:25,  1.65it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2919/5632 [16:24<27:25,  1.65it/s]
epoch 1 loss 0.04779:  52%|█████▏    | 2920/5632 [16:24<23:24,  1.93it/s]
epoch 1 loss 0.04778:  52%|█████▏    | 2920/5632 [16:24<23:24,  1.93it/s]
epoch 1 loss 0.04778:  52%|█████▏    | 2921/5632 [16:24<20:37,  2.19it/s]
epoch 1 loss 0.04776:  52%|█████▏    | 2921/5632 [16:25<20:37,  2.19it/s]
epoch 1 loss 0.04776:  52%|█████▏    | 2922/5632 [16:25<18:39,  2.42it/s]
epoch 1 loss 0.04775:  52%|█████▏    | 2922/5632 [16:25<18:39,  2.42it/s]
epoch 1 loss 0.04775:  52%|█████▏    | 2923/5632 [16:25<17:12,  2.62it/s]
epoch 1 loss 0.04773:  52%|█████▏    | 2923/5632 [16:25<17:12,  2.62it/s]
epoch 1 loss 0.04773:  52%|█████▏    | 2924/5632 [16:25<16:15,  2.78it/s]
epoch 1 loss 0.04772:  52%|█████▏    | 2924/5632 [16:26<16:15,  2.78it/s]
epoch 1 loss 0.04772:  52%|█████▏    | 2925/5632 [16:26<15:34,  2.90it/s]
epoch 1 loss 0.04771:  52%|█████▏    | 2925/5632 [16:26<15:34,  2.90it/s]
epoch 1 loss 0.04771:  52%|█████▏    | 2926/5632 [16:26<15:07,  2.98it/s]
epoch 1 loss 0.04769:  52%|█████▏    | 2926/5632 [16:26<15:07,  2.98it/s]
epoch 1 loss 0.04769:  52%|█████▏    | 2927/5632 [16:26<14:47,  3.05it/s]
epoch 1 loss 0.04768:  52%|█████▏    | 2927/5632 [16:26<14:47,  3.05it/s]
epoch 1 loss 0.04768:  52%|█████▏    | 2928/5632 [16:26<14:33,  3.09it/s]
epoch 1 loss 0.04766:  52%|█████▏    | 2928/5632 [16:27<14:33,  3.09it/s]
epoch 1 loss 0.04766:  52%|█████▏    | 2929/5632 [16:27<14:22,  3.13it/s]
epoch 1 loss 0.04764:  52%|█████▏    | 2929/5632 [16:27<14:22,  3.13it/s]
epoch 1 loss 0.04764:  52%|█████▏    | 2930/5632 [16:27<14:13,  3.16it/s]
epoch 1 loss 0.04763:  52%|█████▏    | 2930/5632 [16:27<14:13,  3.16it/s]
epoch 1 loss 0.04763:  52%|█████▏    | 2931/5632 [16:27<14:20,  3.14it/s]
epoch 1 loss 0.04761:  52%|█████▏    | 2931/5632 [16:28<14:20,  3.14it/s]
epoch 1 loss 0.04761:  52%|█████▏    | 2932/5632 [16:28<14:14,  3.16it/s]
epoch 1 loss 0.0476:  52%|█████▏    | 2932/5632 [16:28<14:14,  3.16it/s] 
epoch 1 loss 0.0476:  52%|█████▏    | 2933/5632 [16:28<14:08,  3.18it/s]
epoch 1 loss 0.04759:  52%|█████▏    | 2933/5632 [16:28<14:08,  3.18it/s]
epoch 1 loss 0.04759:  52%|█████▏    | 2934/5632 [16:28<14:04,  3.19it/s]
epoch 1 loss 0.04757:  52%|█████▏    | 2934/5632 [16:29<14:04,  3.19it/s]
epoch 1 loss 0.04757:  52%|█████▏    | 2935/5632 [16:29<14:04,  3.19it/s]
epoch 1 loss 0.04755:  52%|█████▏    | 2935/5632 [16:29<14:04,  3.19it/s]
epoch 1 loss 0.04755:  52%|█████▏    | 2936/5632 [16:29<14:02,  3.20it/s]
epoch 1 loss 0.04754:  52%|█████▏    | 2936/5632 [16:29<14:02,  3.20it/s]
epoch 1 loss 0.04754:  52%|█████▏    | 2937/5632 [16:29<13:59,  3.21it/s]
epoch 1 loss 0.04752:  52%|█████▏    | 2937/5632 [16:30<13:59,  3.21it/s]
epoch 1 loss 0.04752:  52%|█████▏    | 2938/5632 [16:30<13:56,  3.22it/s]
epoch 1 loss 0.04751:  52%|█████▏    | 2938/5632 [16:30<13:56,  3.22it/s]
epoch 1 loss 0.04751:  52%|█████▏    | 2939/5632 [16:30<13:56,  3.22it/s]
epoch 1 loss 0.04749:  52%|█████▏    | 2939/5632 [16:30<13:56,  3.22it/s]
epoch 1 loss 0.04749:  52%|█████▏    | 2940/5632 [16:30<13:55,  3.22it/s]
epoch 1 loss 0.04748:  52%|█████▏    | 2940/5632 [16:30<13:55,  3.22it/s]
epoch 1 loss 0.04748:  52%|█████▏    | 2941/5632 [16:31<13:53,  3.23it/s]
epoch 1 loss 0.04746:  52%|█████▏    | 2941/5632 [16:31<13:53,  3.23it/s]
epoch 1 loss 0.04746:  52%|█████▏    | 2942/5632 [16:31<13:52,  3.23it/s]
epoch 1 loss 0.04745:  52%|█████▏    | 2942/5632 [16:31<13:52,  3.23it/s]
epoch 1 loss 0.04745:  52%|█████▏    | 2943/5632 [16:31<13:51,  3.23it/s]
epoch 1 loss 0.04743:  52%|█████▏    | 2943/5632 [16:31<13:51,  3.23it/s]
epoch 1 loss 0.04743:  52%|█████▏    | 2944/5632 [16:31<13:49,  3.24it/s]
epoch 1 loss 0.04742:  52%|█████▏    | 2944/5632 [16:32<13:49,  3.24it/s]
epoch 1 loss 0.04742:  52%|█████▏    | 2945/5632 [16:32<13:50,  3.24it/s]
epoch 1 loss 0.0474:  52%|█████▏    | 2945/5632 [16:32<13:50,  3.24it/s] 
epoch 1 loss 0.0474:  52%|█████▏    | 2946/5632 [16:32<13:49,  3.24it/s]
epoch 1 loss 0.04739:  52%|█████▏    | 2946/5632 [16:32<13:49,  3.24it/s]
epoch 1 loss 0.04739:  52%|█████▏    | 2947/5632 [16:32<13:51,  3.23it/s]
epoch 1 loss 0.04737:  52%|█████▏    | 2947/5632 [16:33<13:51,  3.23it/s]
epoch 1 loss 0.04737:  52%|█████▏    | 2948/5632 [16:33<13:52,  3.22it/s]
epoch 1 loss 0.04736:  52%|█████▏    | 2948/5632 [16:33<13:52,  3.22it/s]
epoch 1 loss 0.04736:  52%|█████▏    | 2949/5632 [16:33<13:51,  3.22it/s]
epoch 1 loss 0.04734:  52%|█████▏    | 2949/5632 [16:33<13:51,  3.22it/s]
epoch 1 loss 0.04734:  52%|█████▏    | 2950/5632 [16:33<13:51,  3.23it/s]
epoch 1 loss 0.04732:  52%|█████▏    | 2950/5632 [16:34<13:51,  3.23it/s]
epoch 1 loss 0.04732:  52%|█████▏    | 2951/5632 [16:34<13:53,  3.22it/s]
epoch 1 loss 0.04731:  52%|█████▏    | 2951/5632 [16:34<13:53,  3.22it/s]
epoch 1 loss 0.04731:  52%|█████▏    | 2952/5632 [16:34<13:51,  3.22it/s]
epoch 1 loss 0.04729:  52%|█████▏    | 2952/5632 [16:34<13:51,  3.22it/s]
epoch 1 loss 0.04729:  52%|█████▏    | 2953/5632 [16:34<13:50,  3.23it/s]
epoch 1 loss 0.04728:  52%|█████▏    | 2953/5632 [16:35<13:50,  3.23it/s]
epoch 1 loss 0.04728:  52%|█████▏    | 2954/5632 [16:35<13:50,  3.23it/s]
epoch 1 loss 0.04726:  52%|█████▏    | 2954/5632 [16:35<13:50,  3.23it/s]
epoch 1 loss 0.04726:  52%|█████▏    | 2955/5632 [16:35<13:49,  3.23it/s]
epoch 1 loss 0.04725:  52%|█████▏    | 2955/5632 [16:35<13:49,  3.23it/s]
epoch 1 loss 0.04725:  52%|█████▏    | 2956/5632 [16:35<13:49,  3.23it/s]
epoch 1 loss 0.04724:  52%|█████▏    | 2956/5632 [16:35<13:49,  3.23it/s]
epoch 1 loss 0.04724:  53%|█████▎    | 2957/5632 [16:35<13:47,  3.23it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2957/5632 [16:36<13:47,  3.23it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2958/5632 [16:36<13:47,  3.23it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2958/5632 [16:36<13:47,  3.23it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2959/5632 [16:36<13:49,  3.22it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2959/5632 [16:36<13:49,  3.22it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2960/5632 [16:36<13:49,  3.22it/s]
epoch 1 loss 0.0474:  53%|█████▎    | 2960/5632 [16:37<13:49,  3.22it/s] 
epoch 1 loss 0.0474:  53%|█████▎    | 2961/5632 [16:37<13:47,  3.23it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2961/5632 [16:37<13:47,  3.23it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2962/5632 [16:37<13:46,  3.23it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2962/5632 [16:37<13:46,  3.23it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2963/5632 [16:37<13:46,  3.23it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2963/5632 [16:38<13:46,  3.23it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2964/5632 [16:38<13:50,  3.21it/s]
epoch 1 loss 0.04733:  53%|█████▎    | 2964/5632 [16:38<13:50,  3.21it/s]
epoch 1 loss 0.04733:  53%|█████▎    | 2965/5632 [16:38<13:49,  3.21it/s]
epoch 1 loss 0.04739:  53%|█████▎    | 2965/5632 [16:39<13:49,  3.21it/s]
epoch 1 loss 0.04739:  53%|█████▎    | 2966/5632 [16:39<26:58,  1.65it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2966/5632 [16:40<26:58,  1.65it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2967/5632 [16:40<23:00,  1.93it/s]
epoch 1 loss 0.0474:  53%|█████▎    | 2967/5632 [16:40<23:00,  1.93it/s] 
epoch 1 loss 0.0474:  53%|█████▎    | 2968/5632 [16:40<20:13,  2.19it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2968/5632 [16:40<20:13,  2.19it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2969/5632 [16:40<18:17,  2.43it/s]
epoch 1 loss 0.04737:  53%|█████▎    | 2969/5632 [16:40<18:17,  2.43it/s]
epoch 1 loss 0.04737:  53%|█████▎    | 2970/5632 [16:40<16:55,  2.62it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2970/5632 [16:41<16:55,  2.62it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2971/5632 [16:41<15:57,  2.78it/s]
epoch 1 loss 0.04739:  53%|█████▎    | 2971/5632 [16:41<15:57,  2.78it/s]
epoch 1 loss 0.04739:  53%|█████▎    | 2972/5632 [16:41<15:16,  2.90it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2972/5632 [16:41<15:16,  2.90it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2973/5632 [16:41<14:48,  2.99it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2973/5632 [16:42<14:48,  2.99it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2974/5632 [16:42<14:28,  3.06it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2974/5632 [16:42<14:28,  3.06it/s]
epoch 1 loss 0.04735:  53%|█████▎    | 2975/5632 [16:42<14:14,  3.11it/s]
epoch 1 loss 0.04749:  53%|█████▎    | 2975/5632 [16:42<14:14,  3.11it/s]
epoch 1 loss 0.04749:  53%|█████▎    | 2976/5632 [16:42<14:05,  3.14it/s]
epoch 1 loss 0.04747:  53%|█████▎    | 2976/5632 [16:43<14:05,  3.14it/s]
epoch 1 loss 0.04747:  53%|█████▎    | 2977/5632 [16:43<13:58,  3.17it/s]
epoch 1 loss 0.04746:  53%|█████▎    | 2977/5632 [16:43<13:58,  3.17it/s]
epoch 1 loss 0.04746:  53%|█████▎    | 2978/5632 [16:43<13:53,  3.18it/s]
epoch 1 loss 0.04744:  53%|█████▎    | 2978/5632 [16:43<13:53,  3.18it/s]
epoch 1 loss 0.04744:  53%|█████▎    | 2979/5632 [16:43<13:50,  3.19it/s]
epoch 1 loss 0.04743:  53%|█████▎    | 2979/5632 [16:44<13:50,  3.19it/s]
epoch 1 loss 0.04743:  53%|█████▎    | 2980/5632 [16:44<13:47,  3.20it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2980/5632 [16:44<13:47,  3.20it/s]
epoch 1 loss 0.04741:  53%|█████▎    | 2981/5632 [16:44<13:46,  3.21it/s]
epoch 1 loss 0.0474:  53%|█████▎    | 2981/5632 [16:44<13:46,  3.21it/s] 
epoch 1 loss 0.0474:  53%|█████▎    | 2982/5632 [16:44<13:44,  3.21it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2982/5632 [16:45<13:44,  3.21it/s]
epoch 1 loss 0.04738:  53%|█████▎    | 2983/5632 [16:45<13:43,  3.22it/s]
epoch 1 loss 0.04737:  53%|█████▎    | 2983/5632 [16:45<13:43,  3.22it/s]
epoch 1 loss 0.04737:  53%|█████▎    | 2984/5632 [16:45<13:42,  3.22it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2984/5632 [16:45<13:42,  3.22it/s]
epoch 1 loss 0.04736:  53%|█████▎    | 2985/5632 [16:45<13:41,  3.22it/s]
epoch 1 loss 0.04734:  53%|█████▎    | 2985/5632 [16:45<13:41,  3.22it/s]
epoch 1 loss 0.04734:  53%|█████▎    | 2986/5632 [16:45<13:40,  3.22it/s]
epoch 1 loss 0.04733:  53%|█████▎    | 2986/5632 [16:46<13:40,  3.22it/s]
epoch 1 loss 0.04733:  53%|█████▎    | 2987/5632 [16:46<13:40,  3.22it/s]
epoch 1 loss 0.04731:  53%|█████▎    | 2987/5632 [16:46<13:40,  3.22it/s]
epoch 1 loss 0.04731:  53%|█████▎    | 2988/5632 [16:46<13:40,  3.22it/s]
epoch 1 loss 0.0473:  53%|█████▎    | 2988/5632 [16:46<13:40,  3.22it/s] 
epoch 1 loss 0.0473:  53%|█████▎    | 2989/5632 [16:46<13:38,  3.23it/s]
epoch 1 loss 0.04728:  53%|█████▎    | 2989/5632 [16:47<13:38,  3.23it/s]
epoch 1 loss 0.04728:  53%|█████▎    | 2990/5632 [16:47<13:39,  3.22it/s]
epoch 1 loss 0.04727:  53%|█████▎    | 2990/5632 [16:47<13:39,  3.22it/s]
epoch 1 loss 0.04727:  53%|█████▎    | 2991/5632 [16:47<13:37,  3.23it/s]
epoch 1 loss 0.04725:  53%|█████▎    | 2991/5632 [16:47<13:37,  3.23it/s]
epoch 1 loss 0.04725:  53%|█████▎    | 2992/5632 [16:47<13:37,  3.23it/s]
epoch 1 loss 0.04724:  53%|█████▎    | 2992/5632 [16:48<13:37,  3.23it/s]
epoch 1 loss 0.04724:  53%|█████▎    | 2993/5632 [16:48<13:37,  3.23it/s]
epoch 1 loss 0.04722:  53%|█████▎    | 2993/5632 [16:48<13:37,  3.23it/s]
epoch 1 loss 0.04722:  53%|█████▎    | 2994/5632 [16:48<13:36,  3.23it/s]
epoch 1 loss 0.04721:  53%|█████▎    | 2994/5632 [16:48<13:36,  3.23it/s]
epoch 1 loss 0.04721:  53%|█████▎    | 2995/5632 [16:48<13:48,  3.18it/s]
epoch 1 loss 0.04719:  53%|█████▎    | 2995/5632 [16:49<13:48,  3.18it/s]
epoch 1 loss 0.04719:  53%|█████▎    | 2996/5632 [16:49<13:52,  3.17it/s]
epoch 1 loss 0.04718:  53%|█████▎    | 2996/5632 [16:49<13:52,  3.17it/s]
epoch 1 loss 0.04718:  53%|█████▎    | 2997/5632 [16:49<13:47,  3.18it/s]
epoch 1 loss 0.04716:  53%|█████▎    | 2997/5632 [16:49<13:47,  3.18it/s]
epoch 1 loss 0.04716:  53%|█████▎    | 2998/5632 [16:49<13:45,  3.19it/s]
epoch 1 loss 0.04715:  53%|█████▎    | 2998/5632 [16:49<13:45,  3.19it/s]
epoch 1 loss 0.04715:  53%|█████▎    | 2999/5632 [16:49<13:41,  3.20it/s]
epoch 1 loss 0.04713:  53%|█████▎    | 2999/5632 [16:50<13:41,  3.20it/s]
epoch 1 loss 0.04713:  53%|█████▎    | 3000/5632 [16:50<13:39,  3.21it/s]
epoch 1 loss 0.04712:  53%|█████▎    | 3000/5632 [16:50<13:39,  3.21it/s]
epoch 1 loss 0.04712:  53%|█████▎    | 3001/5632 [16:50<13:39,  3.21it/s]
epoch 1 loss 0.04711:  53%|█████▎    | 3001/5632 [16:50<13:39,  3.21it/s]
epoch 1 loss 0.04711:  53%|█████▎    | 3002/5632 [16:50<13:37,  3.22it/s]
epoch 1 loss 0.04717:  53%|█████▎    | 3002/5632 [16:51<13:37,  3.22it/s]
epoch 1 loss 0.04717:  53%|█████▎    | 3003/5632 [16:51<13:40,  3.21it/s]
epoch 1 loss 0.04716:  53%|█████▎    | 3003/5632 [16:51<13:40,  3.21it/s]
epoch 1 loss 0.04716:  53%|█████▎    | 3004/5632 [16:51<13:39,  3.21it/s]
epoch 1 loss 0.04714:  53%|█████▎    | 3004/5632 [16:51<13:39,  3.21it/s]
epoch 1 loss 0.04714:  53%|█████▎    | 3005/5632 [16:51<13:38,  3.21it/s]
epoch 1 loss 0.04713:  53%|█████▎    | 3005/5632 [16:52<13:38,  3.21it/s]
epoch 1 loss 0.04713:  53%|█████▎    | 3006/5632 [16:52<13:37,  3.21it/s]
epoch 1 loss 0.04712:  53%|█████▎    | 3006/5632 [16:52<13:37,  3.21it/s]
epoch 1 loss 0.04712:  53%|█████▎    | 3007/5632 [16:52<13:35,  3.22it/s]
epoch 1 loss 0.0471:  53%|█████▎    | 3007/5632 [16:52<13:35,  3.22it/s] 
epoch 1 loss 0.0471:  53%|█████▎    | 3008/5632 [16:52<13:35,  3.22it/s]
epoch 1 loss 0.04708:  53%|█████▎    | 3008/5632 [16:53<13:35,  3.22it/s]
epoch 1 loss 0.04708:  53%|█████▎    | 3009/5632 [16:53<13:38,  3.21it/s]
epoch 1 loss 0.04707:  53%|█████▎    | 3009/5632 [16:53<13:38,  3.21it/s]
epoch 1 loss 0.04707:  53%|█████▎    | 3010/5632 [16:53<13:37,  3.21it/s]
epoch 1 loss 0.04705:  53%|█████▎    | 3010/5632 [16:53<13:37,  3.21it/s]
epoch 1 loss 0.04705:  53%|█████▎    | 3011/5632 [16:53<13:34,  3.22it/s]
epoch 1 loss 0.04704:  53%|█████▎    | 3011/5632 [16:54<13:34,  3.22it/s]
epoch 1 loss 0.04704:  53%|█████▎    | 3012/5632 [16:54<13:34,  3.21it/s]
epoch 1 loss 0.04717:  53%|█████▎    | 3012/5632 [16:55<13:34,  3.21it/s]
epoch 1 loss 0.04717:  53%|█████▎    | 3013/5632 [16:55<28:39,  1.52it/s]
epoch 1 loss 0.04715:  53%|█████▎    | 3013/5632 [16:55<28:39,  1.52it/s]
epoch 1 loss 0.04715:  54%|█████▎    | 3014/5632 [16:55<24:06,  1.81it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3014/5632 [16:56<24:06,  1.81it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3015/5632 [16:56<20:56,  2.08it/s]
epoch 1 loss 0.04712:  54%|█████▎    | 3015/5632 [16:56<20:56,  2.08it/s]
epoch 1 loss 0.04712:  54%|█████▎    | 3016/5632 [16:56<18:42,  2.33it/s]
epoch 1 loss 0.04711:  54%|█████▎    | 3016/5632 [16:56<18:42,  2.33it/s]
epoch 1 loss 0.04711:  54%|█████▎    | 3017/5632 [16:56<17:10,  2.54it/s]
epoch 1 loss 0.04716:  54%|█████▎    | 3017/5632 [16:57<17:10,  2.54it/s]
epoch 1 loss 0.04716:  54%|█████▎    | 3018/5632 [16:57<16:04,  2.71it/s]
epoch 1 loss 0.04715:  54%|█████▎    | 3018/5632 [16:57<16:04,  2.71it/s]
epoch 1 loss 0.04715:  54%|█████▎    | 3019/5632 [16:57<15:17,  2.85it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3019/5632 [16:57<15:17,  2.85it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3020/5632 [16:57<14:45,  2.95it/s]
epoch 1 loss 0.04712:  54%|█████▎    | 3020/5632 [16:57<14:45,  2.95it/s]
epoch 1 loss 0.04712:  54%|█████▎    | 3021/5632 [16:57<14:20,  3.03it/s]
epoch 1 loss 0.04711:  54%|█████▎    | 3021/5632 [16:58<14:20,  3.03it/s]
epoch 1 loss 0.04711:  54%|█████▎    | 3022/5632 [16:58<14:05,  3.09it/s]
epoch 1 loss 0.04709:  54%|█████▎    | 3022/5632 [16:58<14:05,  3.09it/s]
epoch 1 loss 0.04709:  54%|█████▎    | 3023/5632 [16:58<13:54,  3.13it/s]
epoch 1 loss 0.04713:  54%|█████▎    | 3023/5632 [16:58<13:54,  3.13it/s]
epoch 1 loss 0.04713:  54%|█████▎    | 3024/5632 [16:58<13:46,  3.15it/s]
epoch 1 loss 0.04717:  54%|█████▎    | 3024/5632 [16:59<13:46,  3.15it/s]
epoch 1 loss 0.04717:  54%|█████▎    | 3025/5632 [16:59<13:41,  3.17it/s]
epoch 1 loss 0.04716:  54%|█████▎    | 3025/5632 [16:59<13:41,  3.17it/s]
epoch 1 loss 0.04716:  54%|█████▎    | 3026/5632 [16:59<13:36,  3.19it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3026/5632 [16:59<13:36,  3.19it/s]
epoch 1 loss 0.04714:  54%|█████▎    | 3027/5632 [16:59<13:34,  3.20it/s]
epoch 1 loss 0.04713:  54%|█████▎    | 3027/5632 [17:00<13:34,  3.20it/s]
epoch 1 loss 0.04713:  54%|█████▍    | 3028/5632 [17:00<13:31,  3.21it/s]
epoch 1 loss 0.04711:  54%|█████▍    | 3028/5632 [17:00<13:31,  3.21it/s]
epoch 1 loss 0.04711:  54%|█████▍    | 3029/5632 [17:00<13:29,  3.22it/s]
epoch 1 loss 0.0471:  54%|█████▍    | 3029/5632 [17:00<13:29,  3.22it/s] 
epoch 1 loss 0.0471:  54%|█████▍    | 3030/5632 [17:00<13:28,  3.22it/s]
epoch 1 loss 0.04708:  54%|█████▍    | 3030/5632 [17:01<13:28,  3.22it/s]
epoch 1 loss 0.04708:  54%|█████▍    | 3031/5632 [17:01<13:26,  3.22it/s]
epoch 1 loss 0.04707:  54%|█████▍    | 3031/5632 [17:01<13:26,  3.22it/s]
epoch 1 loss 0.04707:  54%|█████▍    | 3032/5632 [17:01<13:26,  3.23it/s]
epoch 1 loss 0.04706:  54%|█████▍    | 3032/5632 [17:01<13:26,  3.23it/s]
epoch 1 loss 0.04706:  54%|█████▍    | 3033/5632 [17:01<13:26,  3.22it/s]
epoch 1 loss 0.04707:  54%|█████▍    | 3033/5632 [17:02<13:26,  3.22it/s]
epoch 1 loss 0.04707:  54%|█████▍    | 3034/5632 [17:02<13:25,  3.23it/s]
epoch 1 loss 0.04706:  54%|█████▍    | 3034/5632 [17:02<13:25,  3.23it/s]
epoch 1 loss 0.04706:  54%|█████▍    | 3035/5632 [17:02<13:25,  3.22it/s]
epoch 1 loss 0.04704:  54%|█████▍    | 3035/5632 [17:02<13:25,  3.22it/s]
epoch 1 loss 0.04704:  54%|█████▍    | 3036/5632 [17:02<13:25,  3.22it/s]
epoch 1 loss 0.04703:  54%|█████▍    | 3036/5632 [17:02<13:25,  3.22it/s]
epoch 1 loss 0.04703:  54%|█████▍    | 3037/5632 [17:02<13:24,  3.22it/s]
epoch 1 loss 0.04702:  54%|█████▍    | 3037/5632 [17:03<13:24,  3.22it/s]
epoch 1 loss 0.04702:  54%|█████▍    | 3038/5632 [17:03<13:24,  3.22it/s]
epoch 1 loss 0.047:  54%|█████▍    | 3038/5632 [17:03<13:24,  3.22it/s]  
epoch 1 loss 0.047:  54%|█████▍    | 3039/5632 [17:03<13:24,  3.22it/s]
epoch 1 loss 0.04699:  54%|█████▍    | 3039/5632 [17:03<13:24,  3.22it/s]
epoch 1 loss 0.04699:  54%|█████▍    | 3040/5632 [17:03<13:24,  3.22it/s]
epoch 1 loss 0.04698:  54%|█████▍    | 3040/5632 [17:04<13:24,  3.22it/s]
epoch 1 loss 0.04698:  54%|█████▍    | 3041/5632 [17:04<13:24,  3.22it/s]
epoch 1 loss 0.04696:  54%|█████▍    | 3041/5632 [17:04<13:24,  3.22it/s]
epoch 1 loss 0.04696:  54%|█████▍    | 3042/5632 [17:04<13:23,  3.22it/s]
epoch 1 loss 0.04695:  54%|█████▍    | 3042/5632 [17:04<13:23,  3.22it/s]
epoch 1 loss 0.04695:  54%|█████▍    | 3043/5632 [17:04<13:22,  3.23it/s]
epoch 1 loss 0.04694:  54%|█████▍    | 3043/5632 [17:05<13:22,  3.23it/s]
epoch 1 loss 0.04694:  54%|█████▍    | 3044/5632 [17:05<13:22,  3.23it/s]
epoch 1 loss 0.04692:  54%|█████▍    | 3044/5632 [17:05<13:22,  3.23it/s]
epoch 1 loss 0.04692:  54%|█████▍    | 3045/5632 [17:05<13:21,  3.23it/s]
epoch 1 loss 0.04691:  54%|█████▍    | 3045/5632 [17:05<13:21,  3.23it/s]
epoch 1 loss 0.04691:  54%|█████▍    | 3046/5632 [17:05<13:23,  3.22it/s]
epoch 1 loss 0.04689:  54%|█████▍    | 3046/5632 [17:06<13:23,  3.22it/s]
epoch 1 loss 0.04689:  54%|█████▍    | 3047/5632 [17:06<13:24,  3.21it/s]
epoch 1 loss 0.04688:  54%|█████▍    | 3047/5632 [17:06<13:24,  3.21it/s]
epoch 1 loss 0.04688:  54%|█████▍    | 3048/5632 [17:06<13:24,  3.21it/s]
epoch 1 loss 0.04686:  54%|█████▍    | 3048/5632 [17:06<13:24,  3.21it/s]
epoch 1 loss 0.04686:  54%|█████▍    | 3049/5632 [17:06<13:22,  3.22it/s]
epoch 1 loss 0.04685:  54%|█████▍    | 3049/5632 [17:06<13:22,  3.22it/s]
epoch 1 loss 0.04685:  54%|█████▍    | 3050/5632 [17:06<13:18,  3.24it/s]
epoch 1 loss 0.04683:  54%|█████▍    | 3050/5632 [17:07<13:18,  3.24it/s]
epoch 1 loss 0.04683:  54%|█████▍    | 3051/5632 [17:07<13:25,  3.20it/s]
epoch 1 loss 0.04682:  54%|█████▍    | 3051/5632 [17:07<13:25,  3.20it/s]
epoch 1 loss 0.04682:  54%|█████▍    | 3052/5632 [17:07<13:21,  3.22it/s]
epoch 1 loss 0.04681:  54%|█████▍    | 3052/5632 [17:07<13:21,  3.22it/s]
epoch 1 loss 0.04681:  54%|█████▍    | 3053/5632 [17:07<13:22,  3.21it/s]
epoch 1 loss 0.04679:  54%|█████▍    | 3053/5632 [17:08<13:22,  3.21it/s]
epoch 1 loss 0.04679:  54%|█████▍    | 3054/5632 [17:08<13:20,  3.22it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3054/5632 [17:08<13:20,  3.22it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3055/5632 [17:08<13:23,  3.21it/s]
epoch 1 loss 0.04676:  54%|█████▍    | 3055/5632 [17:08<13:23,  3.21it/s]
epoch 1 loss 0.04676:  54%|█████▍    | 3056/5632 [17:08<13:22,  3.21it/s]
epoch 1 loss 0.04675:  54%|█████▍    | 3056/5632 [17:09<13:22,  3.21it/s]
epoch 1 loss 0.04675:  54%|█████▍    | 3057/5632 [17:09<13:20,  3.21it/s]
epoch 1 loss 0.04673:  54%|█████▍    | 3057/5632 [17:09<13:20,  3.21it/s]
epoch 1 loss 0.04673:  54%|█████▍    | 3058/5632 [17:09<13:19,  3.22it/s]
epoch 1 loss 0.04672:  54%|█████▍    | 3058/5632 [17:09<13:19,  3.22it/s]
epoch 1 loss 0.04672:  54%|█████▍    | 3059/5632 [17:09<13:23,  3.20it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3059/5632 [17:11<13:23,  3.20it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3060/5632 [17:11<29:44,  1.44it/s]
epoch 1 loss 0.04677:  54%|█████▍    | 3060/5632 [17:11<29:44,  1.44it/s]
epoch 1 loss 0.04677:  54%|█████▍    | 3061/5632 [17:11<24:48,  1.73it/s]
epoch 1 loss 0.04682:  54%|█████▍    | 3061/5632 [17:11<24:48,  1.73it/s]
epoch 1 loss 0.04682:  54%|█████▍    | 3062/5632 [17:11<21:18,  2.01it/s]
epoch 1 loss 0.04681:  54%|█████▍    | 3062/5632 [17:12<21:18,  2.01it/s]
epoch 1 loss 0.04681:  54%|█████▍    | 3063/5632 [17:12<18:54,  2.26it/s]
epoch 1 loss 0.04679:  54%|█████▍    | 3063/5632 [17:12<18:54,  2.26it/s]
epoch 1 loss 0.04679:  54%|█████▍    | 3064/5632 [17:12<17:11,  2.49it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3064/5632 [17:12<17:11,  2.49it/s]
epoch 1 loss 0.04678:  54%|█████▍    | 3065/5632 [17:12<16:00,  2.67it/s]
epoch 1 loss 0.04676:  54%|█████▍    | 3065/5632 [17:13<16:00,  2.67it/s]
epoch 1 loss 0.04676:  54%|█████▍    | 3066/5632 [17:13<15:10,  2.82it/s]
epoch 1 loss 0.04675:  54%|█████▍    | 3066/5632 [17:13<15:10,  2.82it/s]
epoch 1 loss 0.04675:  54%|█████▍    | 3067/5632 [17:13<14:35,  2.93it/s]
epoch 1 loss 0.0469:  54%|█████▍    | 3067/5632 [17:13<14:35,  2.93it/s] 
epoch 1 loss 0.0469:  54%|█████▍    | 3068/5632 [17:13<14:10,  3.01it/s]
epoch 1 loss 0.04688:  54%|█████▍    | 3068/5632 [17:14<14:10,  3.01it/s]
epoch 1 loss 0.04688:  54%|█████▍    | 3069/5632 [17:14<13:53,  3.08it/s]
epoch 1 loss 0.04687:  54%|█████▍    | 3069/5632 [17:14<13:53,  3.08it/s]
epoch 1 loss 0.04687:  55%|█████▍    | 3070/5632 [17:14<13:41,  3.12it/s]
epoch 1 loss 0.04685:  55%|█████▍    | 3070/5632 [17:14<13:41,  3.12it/s]
epoch 1 loss 0.04685:  55%|█████▍    | 3071/5632 [17:14<13:32,  3.15it/s]
epoch 1 loss 0.04684:  55%|█████▍    | 3071/5632 [17:15<13:32,  3.15it/s]
epoch 1 loss 0.04684:  55%|█████▍    | 3072/5632 [17:15<13:27,  3.17it/s]
epoch 1 loss 0.04683:  55%|█████▍    | 3072/5632 [17:15<13:27,  3.17it/s]
epoch 1 loss 0.04683:  55%|█████▍    | 3073/5632 [17:15<13:22,  3.19it/s]
epoch 1 loss 0.04682:  55%|█████▍    | 3073/5632 [17:15<13:22,  3.19it/s]
epoch 1 loss 0.04682:  55%|█████▍    | 3074/5632 [17:15<13:18,  3.20it/s]
epoch 1 loss 0.0468:  55%|█████▍    | 3074/5632 [17:16<13:18,  3.20it/s] 
epoch 1 loss 0.0468:  55%|█████▍    | 3075/5632 [17:16<13:15,  3.21it/s]
epoch 1 loss 0.04679:  55%|█████▍    | 3075/5632 [17:16<13:15,  3.21it/s]
epoch 1 loss 0.04679:  55%|█████▍    | 3076/5632 [17:16<13:13,  3.22it/s]
epoch 1 loss 0.04677:  55%|█████▍    | 3076/5632 [17:16<13:13,  3.22it/s]
epoch 1 loss 0.04677:  55%|█████▍    | 3077/5632 [17:16<13:12,  3.22it/s]
epoch 1 loss 0.04676:  55%|█████▍    | 3077/5632 [17:16<13:12,  3.22it/s]
epoch 1 loss 0.04676:  55%|█████▍    | 3078/5632 [17:16<13:12,  3.22it/s]
epoch 1 loss 0.04674:  55%|█████▍    | 3078/5632 [17:17<13:12,  3.22it/s]
epoch 1 loss 0.04674:  55%|█████▍    | 3079/5632 [17:17<13:11,  3.22it/s]
epoch 1 loss 0.04673:  55%|█████▍    | 3079/5632 [17:17<13:11,  3.22it/s]
epoch 1 loss 0.04673:  55%|█████▍    | 3080/5632 [17:17<13:09,  3.23it/s]
epoch 1 loss 0.04671:  55%|█████▍    | 3080/5632 [17:17<13:09,  3.23it/s]
epoch 1 loss 0.04671:  55%|█████▍    | 3081/5632 [17:17<13:09,  3.23it/s]
epoch 1 loss 0.0467:  55%|█████▍    | 3081/5632 [17:18<13:09,  3.23it/s] 
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epoch 1 loss 0.04668:  55%|█████▍    | 3082/5632 [17:18<13:09,  3.23it/s]
epoch 1 loss 0.04668:  55%|█████▍    | 3083/5632 [17:18<13:09,  3.23it/s]
epoch 1 loss 0.04667:  55%|█████▍    | 3083/5632 [17:18<13:09,  3.23it/s]
epoch 1 loss 0.04667:  55%|█████▍    | 3084/5632 [17:18<13:08,  3.23it/s]
epoch 1 loss 0.04666:  55%|█████▍    | 3084/5632 [17:19<13:08,  3.23it/s]
epoch 1 loss 0.04666:  55%|█████▍    | 3085/5632 [17:19<13:09,  3.23it/s]
epoch 1 loss 0.04664:  55%|█████▍    | 3085/5632 [17:19<13:09,  3.23it/s]
epoch 1 loss 0.04664:  55%|█████▍    | 3086/5632 [17:19<13:07,  3.23it/s]
epoch 1 loss 0.04663:  55%|█████▍    | 3086/5632 [17:19<13:07,  3.23it/s]
epoch 1 loss 0.04663:  55%|█████▍    | 3087/5632 [17:19<13:09,  3.22it/s]
epoch 1 loss 0.04661:  55%|█████▍    | 3087/5632 [17:20<13:09,  3.22it/s]
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epoch 1 loss 0.0466:  55%|█████▍    | 3088/5632 [17:20<13:08,  3.23it/s] 
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epoch 1 loss 0.04665:  55%|█████▍    | 3089/5632 [17:20<13:08,  3.23it/s]
epoch 1 loss 0.04665:  55%|█████▍    | 3090/5632 [17:20<13:07,  3.23it/s]
epoch 1 loss 0.04663:  55%|█████▍    | 3090/5632 [17:20<13:07,  3.23it/s]
epoch 1 loss 0.04663:  55%|█████▍    | 3091/5632 [17:20<13:06,  3.23it/s]
epoch 1 loss 0.04662:  55%|█████▍    | 3091/5632 [17:21<13:06,  3.23it/s]
epoch 1 loss 0.04662:  55%|█████▍    | 3092/5632 [17:21<13:07,  3.23it/s]
epoch 1 loss 0.04661:  55%|█████▍    | 3092/5632 [17:21<13:07,  3.23it/s]
epoch 1 loss 0.04661:  55%|█████▍    | 3093/5632 [17:21<13:07,  3.22it/s]
epoch 1 loss 0.04659:  55%|█████▍    | 3093/5632 [17:21<13:07,  3.22it/s]
epoch 1 loss 0.04659:  55%|█████▍    | 3094/5632 [17:21<13:08,  3.22it/s]
epoch 1 loss 0.04658:  55%|█████▍    | 3094/5632 [17:22<13:08,  3.22it/s]
epoch 1 loss 0.04658:  55%|█████▍    | 3095/5632 [17:22<13:06,  3.22it/s]
epoch 1 loss 0.04659:  55%|█████▍    | 3095/5632 [17:22<13:06,  3.22it/s]
epoch 1 loss 0.04659:  55%|█████▍    | 3096/5632 [17:22<13:08,  3.22it/s]
epoch 1 loss 0.04658:  55%|█████▍    | 3096/5632 [17:22<13:08,  3.22it/s]
epoch 1 loss 0.04658:  55%|█████▍    | 3097/5632 [17:22<13:08,  3.21it/s]
epoch 1 loss 0.04656:  55%|█████▍    | 3097/5632 [17:23<13:08,  3.21it/s]
epoch 1 loss 0.04656:  55%|█████▌    | 3098/5632 [17:23<13:10,  3.20it/s]
epoch 1 loss 0.04663:  55%|█████▌    | 3098/5632 [17:23<13:10,  3.20it/s]
epoch 1 loss 0.04663:  55%|█████▌    | 3099/5632 [17:23<13:07,  3.22it/s]
epoch 1 loss 0.04661:  55%|█████▌    | 3099/5632 [17:23<13:07,  3.22it/s]
epoch 1 loss 0.04661:  55%|█████▌    | 3100/5632 [17:23<13:04,  3.23it/s]
epoch 1 loss 0.04675:  55%|█████▌    | 3100/5632 [17:24<13:04,  3.23it/s]
epoch 1 loss 0.04675:  55%|█████▌    | 3101/5632 [17:24<13:03,  3.23it/s]
epoch 1 loss 0.04673:  55%|█████▌    | 3101/5632 [17:24<13:03,  3.23it/s]
epoch 1 loss 0.04673:  55%|█████▌    | 3102/5632 [17:24<13:03,  3.23it/s]
epoch 1 loss 0.04672:  55%|█████▌    | 3102/5632 [17:24<13:03,  3.23it/s]
epoch 1 loss 0.04672:  55%|█████▌    | 3103/5632 [17:24<13:04,  3.22it/s]
epoch 1 loss 0.04675:  55%|█████▌    | 3103/5632 [17:24<13:04,  3.22it/s]
epoch 1 loss 0.04675:  55%|█████▌    | 3104/5632 [17:25<13:04,  3.22it/s]
epoch 1 loss 0.04674:  55%|█████▌    | 3104/5632 [17:25<13:04,  3.22it/s]
epoch 1 loss 0.04674:  55%|█████▌    | 3105/5632 [17:25<13:04,  3.22it/s]
epoch 1 loss 0.04673:  55%|█████▌    | 3105/5632 [17:25<13:04,  3.22it/s]
epoch 1 loss 0.04673:  55%|█████▌    | 3106/5632 [17:25<13:03,  3.23it/s]
epoch 1 loss 0.04671:  55%|█████▌    | 3106/5632 [17:27<13:03,  3.23it/s]
epoch 1 loss 0.04671:  55%|█████▌    | 3107/5632 [17:27<27:47,  1.51it/s]
epoch 1 loss 0.0467:  55%|█████▌    | 3107/5632 [17:27<27:47,  1.51it/s] 
epoch 1 loss 0.0467:  55%|█████▌    | 3108/5632 [17:27<23:20,  1.80it/s]
epoch 1 loss 0.04668:  55%|█████▌    | 3108/5632 [17:27<23:20,  1.80it/s]
epoch 1 loss 0.04668:  55%|█████▌    | 3109/5632 [17:27<20:15,  2.08it/s]
epoch 1 loss 0.04667:  55%|█████▌    | 3109/5632 [17:28<20:15,  2.08it/s]
epoch 1 loss 0.04667:  55%|█████▌    | 3110/5632 [17:28<18:07,  2.32it/s]
epoch 1 loss 0.04666:  55%|█████▌    | 3110/5632 [17:28<18:07,  2.32it/s]
epoch 1 loss 0.04666:  55%|█████▌    | 3111/5632 [17:28<16:36,  2.53it/s]
epoch 1 loss 0.04664:  55%|█████▌    | 3111/5632 [17:28<16:36,  2.53it/s]
epoch 1 loss 0.04664:  55%|█████▌    | 3112/5632 [17:28<15:29,  2.71it/s]
epoch 1 loss 0.04663:  55%|█████▌    | 3112/5632 [17:28<15:29,  2.71it/s]
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epoch 1 loss 0.04661:  55%|█████▌    | 3113/5632 [17:29<14:50,  2.83it/s]
epoch 1 loss 0.04661:  55%|█████▌    | 3114/5632 [17:29<14:24,  2.91it/s]
epoch 1 loss 0.0466:  55%|█████▌    | 3114/5632 [17:29<14:24,  2.91it/s] 
epoch 1 loss 0.0466:  55%|█████▌    | 3115/5632 [17:29<14:02,  2.99it/s]
epoch 1 loss 0.04658:  55%|█████▌    | 3115/5632 [17:29<14:02,  2.99it/s]
epoch 1 loss 0.04658:  55%|█████▌    | 3116/5632 [17:29<13:51,  3.03it/s]
epoch 1 loss 0.04657:  55%|█████▌    | 3116/5632 [17:30<13:51,  3.03it/s]
epoch 1 loss 0.04657:  55%|█████▌    | 3117/5632 [17:30<13:38,  3.07it/s]
epoch 1 loss 0.04658:  55%|█████▌    | 3117/5632 [17:30<13:38,  3.07it/s]
epoch 1 loss 0.04658:  55%|█████▌    | 3118/5632 [17:30<13:27,  3.11it/s]
epoch 1 loss 0.04656:  55%|█████▌    | 3118/5632 [17:30<13:27,  3.11it/s]
epoch 1 loss 0.04656:  55%|█████▌    | 3119/5632 [17:30<13:17,  3.15it/s]
epoch 1 loss 0.04655:  55%|█████▌    | 3119/5632 [17:31<13:17,  3.15it/s]
epoch 1 loss 0.04655:  55%|█████▌    | 3120/5632 [17:31<13:11,  3.17it/s]
epoch 1 loss 0.04654:  55%|█████▌    | 3120/5632 [17:31<13:11,  3.17it/s]
epoch 1 loss 0.04654:  55%|█████▌    | 3121/5632 [17:31<13:08,  3.19it/s]
epoch 1 loss 0.04653:  55%|█████▌    | 3121/5632 [17:31<13:08,  3.19it/s]
epoch 1 loss 0.04653:  55%|█████▌    | 3122/5632 [17:31<13:04,  3.20it/s]
epoch 1 loss 0.04652:  55%|█████▌    | 3122/5632 [17:32<13:04,  3.20it/s]
epoch 1 loss 0.04652:  55%|█████▌    | 3123/5632 [17:32<13:02,  3.21it/s]
epoch 1 loss 0.04651:  55%|█████▌    | 3123/5632 [17:32<13:02,  3.21it/s]
epoch 1 loss 0.04651:  55%|█████▌    | 3124/5632 [17:32<12:59,  3.22it/s]
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epoch 1 loss 0.04648:  55%|█████▌    | 3125/5632 [17:33<12:58,  3.22it/s]
epoch 1 loss 0.04648:  56%|█████▌    | 3126/5632 [17:33<12:57,  3.22it/s]
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epoch 1 loss 0.04647:  56%|█████▌    | 3127/5632 [17:33<12:56,  3.23it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3127/5632 [17:33<12:56,  3.23it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3128/5632 [17:33<13:04,  3.19it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3128/5632 [17:33<13:04,  3.19it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3129/5632 [17:33<13:01,  3.20it/s]
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epoch 1 loss 0.04649:  56%|█████▌    | 3130/5632 [17:34<12:59,  3.21it/s]
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epoch 1 loss 0.04647:  56%|█████▌    | 3131/5632 [17:34<13:00,  3.20it/s]
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epoch 1 loss 0.04655:  56%|█████▌    | 3135/5632 [17:36<12:56,  3.21it/s]
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epoch 1 loss 0.04658:  56%|█████▌    | 3137/5632 [17:36<12:53,  3.23it/s]
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epoch 1 loss 0.04657:  56%|█████▌    | 3138/5632 [17:37<12:59,  3.20it/s]
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epoch 1 loss 0.04649:  56%|█████▌    | 3153/5632 [17:41<12:49,  3.22it/s]
epoch 1 loss 0.04647:  56%|█████▌    | 3153/5632 [17:42<12:49,  3.22it/s]
epoch 1 loss 0.04647:  56%|█████▌    | 3154/5632 [17:42<25:45,  1.60it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3154/5632 [17:43<25:45,  1.60it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3155/5632 [17:43<22:02,  1.87it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3155/5632 [17:43<22:02,  1.87it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3156/5632 [17:43<19:17,  2.14it/s]
epoch 1 loss 0.04643:  56%|█████▌    | 3156/5632 [17:43<19:17,  2.14it/s]
epoch 1 loss 0.04643:  56%|█████▌    | 3157/5632 [17:43<17:21,  2.38it/s]
epoch 1 loss 0.04642:  56%|█████▌    | 3157/5632 [17:44<17:21,  2.38it/s]
epoch 1 loss 0.04642:  56%|█████▌    | 3158/5632 [17:44<15:59,  2.58it/s]
epoch 1 loss 0.04647:  56%|█████▌    | 3158/5632 [17:44<15:59,  2.58it/s]
epoch 1 loss 0.04647:  56%|█████▌    | 3159/5632 [17:44<15:02,  2.74it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3159/5632 [17:44<15:02,  2.74it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3160/5632 [17:44<14:21,  2.87it/s]
epoch 1 loss 0.04644:  56%|█████▌    | 3160/5632 [17:44<14:21,  2.87it/s]
epoch 1 loss 0.04644:  56%|█████▌    | 3161/5632 [17:44<13:53,  2.96it/s]
epoch 1 loss 0.04643:  56%|█████▌    | 3161/5632 [17:45<13:53,  2.96it/s]
epoch 1 loss 0.04643:  56%|█████▌    | 3162/5632 [17:45<13:32,  3.04it/s]
epoch 1 loss 0.04641:  56%|█████▌    | 3162/5632 [17:45<13:32,  3.04it/s]
epoch 1 loss 0.04641:  56%|█████▌    | 3163/5632 [17:45<13:19,  3.09it/s]
epoch 1 loss 0.04651:  56%|█████▌    | 3163/5632 [17:45<13:19,  3.09it/s]
epoch 1 loss 0.04651:  56%|█████▌    | 3164/5632 [17:45<13:08,  3.13it/s]
epoch 1 loss 0.04649:  56%|█████▌    | 3164/5632 [17:46<13:08,  3.13it/s]
epoch 1 loss 0.04649:  56%|█████▌    | 3165/5632 [17:46<13:01,  3.16it/s]
epoch 1 loss 0.04648:  56%|█████▌    | 3165/5632 [17:46<13:01,  3.16it/s]
epoch 1 loss 0.04648:  56%|█████▌    | 3166/5632 [17:46<12:55,  3.18it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3166/5632 [17:46<12:55,  3.18it/s]
epoch 1 loss 0.04646:  56%|█████▌    | 3167/5632 [17:46<12:52,  3.19it/s]
epoch 1 loss 0.04645:  56%|█████▌    | 3167/5632 [17:47<12:52,  3.19it/s]
epoch 1 loss 0.04645:  56%|█████▋    | 3168/5632 [17:47<12:51,  3.20it/s]
epoch 1 loss 0.04644:  56%|█████▋    | 3168/5632 [17:47<12:51,  3.20it/s]
epoch 1 loss 0.04644:  56%|█████▋    | 3169/5632 [17:47<12:50,  3.20it/s]
epoch 1 loss 0.04642:  56%|█████▋    | 3169/5632 [17:47<12:50,  3.20it/s]
epoch 1 loss 0.04642:  56%|█████▋    | 3170/5632 [17:47<12:47,  3.21it/s]
epoch 1 loss 0.04641:  56%|█████▋    | 3170/5632 [17:48<12:47,  3.21it/s]
epoch 1 loss 0.04641:  56%|█████▋    | 3171/5632 [17:48<12:46,  3.21it/s]
epoch 1 loss 0.0464:  56%|█████▋    | 3171/5632 [17:48<12:46,  3.21it/s] 
epoch 1 loss 0.0464:  56%|█████▋    | 3172/5632 [17:48<12:44,  3.22it/s]
epoch 1 loss 0.04656:  56%|█████▋    | 3172/5632 [17:48<12:44,  3.22it/s]
epoch 1 loss 0.04656:  56%|█████▋    | 3173/5632 [17:48<12:43,  3.22it/s]
epoch 1 loss 0.04655:  56%|█████▋    | 3173/5632 [17:49<12:43,  3.22it/s]
epoch 1 loss 0.04655:  56%|█████▋    | 3174/5632 [17:49<12:41,  3.23it/s]
epoch 1 loss 0.04654:  56%|█████▋    | 3174/5632 [17:49<12:41,  3.23it/s]
epoch 1 loss 0.04654:  56%|█████▋    | 3175/5632 [17:49<12:41,  3.22it/s]
epoch 1 loss 0.04653:  56%|█████▋    | 3175/5632 [17:49<12:41,  3.22it/s]
epoch 1 loss 0.04653:  56%|█████▋    | 3176/5632 [17:49<12:43,  3.22it/s]
epoch 1 loss 0.04651:  56%|█████▋    | 3176/5632 [17:49<12:43,  3.22it/s]
epoch 1 loss 0.04651:  56%|█████▋    | 3177/5632 [17:49<12:43,  3.22it/s]
epoch 1 loss 0.0465:  56%|█████▋    | 3177/5632 [17:50<12:43,  3.22it/s] 
epoch 1 loss 0.0465:  56%|█████▋    | 3178/5632 [17:50<12:41,  3.22it/s]
epoch 1 loss 0.04649:  56%|█████▋    | 3178/5632 [17:50<12:41,  3.22it/s]
epoch 1 loss 0.04649:  56%|█████▋    | 3179/5632 [17:50<12:41,  3.22it/s]
epoch 1 loss 0.04647:  56%|█████▋    | 3179/5632 [17:50<12:41,  3.22it/s]
epoch 1 loss 0.04647:  56%|█████▋    | 3180/5632 [17:50<12:40,  3.22it/s]
epoch 1 loss 0.04646:  56%|█████▋    | 3180/5632 [17:51<12:40,  3.22it/s]
epoch 1 loss 0.04646:  56%|█████▋    | 3181/5632 [17:51<12:40,  3.22it/s]
epoch 1 loss 0.04644:  56%|█████▋    | 3181/5632 [17:51<12:40,  3.22it/s]
epoch 1 loss 0.04644:  56%|█████▋    | 3182/5632 [17:51<12:41,  3.22it/s]
epoch 1 loss 0.04643:  56%|█████▋    | 3182/5632 [17:51<12:41,  3.22it/s]
epoch 1 loss 0.04643:  57%|█████▋    | 3183/5632 [17:51<12:40,  3.22it/s]
epoch 1 loss 0.04641:  57%|█████▋    | 3183/5632 [17:52<12:40,  3.22it/s]
epoch 1 loss 0.04641:  57%|█████▋    | 3184/5632 [17:52<12:37,  3.23it/s]
epoch 1 loss 0.0464:  57%|█████▋    | 3184/5632 [17:52<12:37,  3.23it/s] 
epoch 1 loss 0.0464:  57%|█████▋    | 3185/5632 [17:52<12:37,  3.23it/s]
epoch 1 loss 0.04639:  57%|█████▋    | 3185/5632 [17:52<12:37,  3.23it/s]
epoch 1 loss 0.04639:  57%|█████▋    | 3186/5632 [17:52<12:37,  3.23it/s]
epoch 1 loss 0.04637:  57%|█████▋    | 3186/5632 [17:53<12:37,  3.23it/s]
epoch 1 loss 0.04637:  57%|█████▋    | 3187/5632 [17:53<12:38,  3.22it/s]
epoch 1 loss 0.04636:  57%|█████▋    | 3187/5632 [17:53<12:38,  3.22it/s]
epoch 1 loss 0.04636:  57%|█████▋    | 3188/5632 [17:53<12:36,  3.23it/s]
epoch 1 loss 0.04635:  57%|█████▋    | 3188/5632 [17:53<12:36,  3.23it/s]
epoch 1 loss 0.04635:  57%|█████▋    | 3189/5632 [17:53<12:37,  3.23it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3189/5632 [17:53<12:37,  3.23it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3190/5632 [17:53<12:36,  3.23it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3190/5632 [17:54<12:36,  3.23it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3191/5632 [17:54<12:36,  3.23it/s]
epoch 1 loss 0.04635:  57%|█████▋    | 3191/5632 [17:54<12:36,  3.23it/s]
epoch 1 loss 0.04635:  57%|█████▋    | 3192/5632 [17:54<12:36,  3.23it/s]
epoch 1 loss 0.04638:  57%|█████▋    | 3192/5632 [17:54<12:36,  3.23it/s]
epoch 1 loss 0.04638:  57%|█████▋    | 3193/5632 [17:54<12:36,  3.22it/s]
epoch 1 loss 0.04637:  57%|█████▋    | 3193/5632 [17:55<12:36,  3.22it/s]
epoch 1 loss 0.04637:  57%|█████▋    | 3194/5632 [17:55<12:35,  3.23it/s]
epoch 1 loss 0.04636:  57%|█████▋    | 3194/5632 [17:55<12:35,  3.23it/s]
epoch 1 loss 0.04636:  57%|█████▋    | 3195/5632 [17:55<12:36,  3.22it/s]
epoch 1 loss 0.04634:  57%|█████▋    | 3195/5632 [17:55<12:36,  3.22it/s]
epoch 1 loss 0.04634:  57%|█████▋    | 3196/5632 [17:55<12:36,  3.22it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3196/5632 [17:56<12:36,  3.22it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3197/5632 [17:56<12:34,  3.23it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3197/5632 [17:56<12:34,  3.23it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3198/5632 [17:56<12:34,  3.23it/s]
epoch 1 loss 0.0463:  57%|█████▋    | 3198/5632 [17:56<12:34,  3.23it/s] 
epoch 1 loss 0.0463:  57%|█████▋    | 3199/5632 [17:56<12:34,  3.22it/s]
epoch 1 loss 0.04629:  57%|█████▋    | 3199/5632 [17:57<12:34,  3.22it/s]
epoch 1 loss 0.04629:  57%|█████▋    | 3200/5632 [17:57<12:34,  3.22it/s]
epoch 1 loss 0.04628:  57%|█████▋    | 3200/5632 [17:58<12:34,  3.22it/s]
epoch 1 loss 0.04628:  57%|█████▋    | 3201/5632 [17:58<24:27,  1.66it/s]
epoch 1 loss 0.04626:  57%|█████▋    | 3201/5632 [17:58<24:27,  1.66it/s]
epoch 1 loss 0.04626:  57%|█████▋    | 3202/5632 [17:58<20:52,  1.94it/s]
epoch 1 loss 0.04625:  57%|█████▋    | 3202/5632 [17:58<20:52,  1.94it/s]
epoch 1 loss 0.04625:  57%|█████▋    | 3203/5632 [17:59<18:22,  2.20it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3203/5632 [17:59<18:22,  2.20it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3204/5632 [17:59<16:37,  2.43it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3204/5632 [17:59<16:37,  2.43it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3205/5632 [17:59<15:23,  2.63it/s]
epoch 1 loss 0.04621:  57%|█████▋    | 3205/5632 [17:59<15:23,  2.63it/s]
epoch 1 loss 0.04621:  57%|█████▋    | 3206/5632 [17:59<14:31,  2.78it/s]
epoch 1 loss 0.0462:  57%|█████▋    | 3206/5632 [18:00<14:31,  2.78it/s] 
epoch 1 loss 0.0462:  57%|█████▋    | 3207/5632 [18:00<14:00,  2.89it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3207/5632 [18:00<14:00,  2.89it/s]
epoch 1 loss 0.04633:  57%|█████▋    | 3208/5632 [18:00<13:34,  2.98it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3208/5632 [18:00<13:34,  2.98it/s]
epoch 1 loss 0.04632:  57%|█████▋    | 3209/5632 [18:00<13:19,  3.03it/s]
epoch 1 loss 0.0463:  57%|█████▋    | 3209/5632 [18:01<13:19,  3.03it/s] 
epoch 1 loss 0.0463:  57%|█████▋    | 3210/5632 [18:01<13:03,  3.09it/s]
epoch 1 loss 0.0463:  57%|█████▋    | 3210/5632 [18:01<13:03,  3.09it/s]
epoch 1 loss 0.0463:  57%|█████▋    | 3211/5632 [18:01<12:56,  3.12it/s]
epoch 1 loss 0.04628:  57%|█████▋    | 3211/5632 [18:01<12:56,  3.12it/s]
epoch 1 loss 0.04628:  57%|█████▋    | 3212/5632 [18:01<12:48,  3.15it/s]
epoch 1 loss 0.04627:  57%|█████▋    | 3212/5632 [18:02<12:48,  3.15it/s]
epoch 1 loss 0.04627:  57%|█████▋    | 3213/5632 [18:02<12:47,  3.15it/s]
epoch 1 loss 0.04626:  57%|█████▋    | 3213/5632 [18:02<12:47,  3.15it/s]
epoch 1 loss 0.04626:  57%|█████▋    | 3214/5632 [18:02<12:41,  3.17it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3214/5632 [18:02<12:41,  3.17it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3215/5632 [18:02<12:37,  3.19it/s]
epoch 1 loss 0.04623:  57%|█████▋    | 3215/5632 [18:03<12:37,  3.19it/s]
epoch 1 loss 0.04623:  57%|█████▋    | 3216/5632 [18:03<12:36,  3.19it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3216/5632 [18:03<12:36,  3.19it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3217/5632 [18:03<12:34,  3.20it/s]
epoch 1 loss 0.04621:  57%|█████▋    | 3217/5632 [18:03<12:34,  3.20it/s]
epoch 1 loss 0.04621:  57%|█████▋    | 3218/5632 [18:03<12:33,  3.20it/s]
epoch 1 loss 0.04619:  57%|█████▋    | 3218/5632 [18:03<12:33,  3.20it/s]
epoch 1 loss 0.04619:  57%|█████▋    | 3219/5632 [18:03<12:32,  3.21it/s]
epoch 1 loss 0.04618:  57%|█████▋    | 3219/5632 [18:04<12:32,  3.21it/s]
epoch 1 loss 0.04618:  57%|█████▋    | 3220/5632 [18:04<12:31,  3.21it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3220/5632 [18:04<12:31,  3.21it/s]
epoch 1 loss 0.04624:  57%|█████▋    | 3221/5632 [18:04<12:30,  3.21it/s]
epoch 1 loss 0.04623:  57%|█████▋    | 3221/5632 [18:04<12:30,  3.21it/s]
epoch 1 loss 0.04623:  57%|█████▋    | 3222/5632 [18:04<12:29,  3.22it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3222/5632 [18:05<12:29,  3.22it/s]
epoch 1 loss 0.04622:  57%|█████▋    | 3223/5632 [18:05<12:28,  3.22it/s]
epoch 1 loss 0.0462:  57%|█████▋    | 3223/5632 [18:05<12:28,  3.22it/s] 
epoch 1 loss 0.0462:  57%|█████▋    | 3224/5632 [18:05<12:36,  3.18it/s]
epoch 1 loss 0.04619:  57%|█████▋    | 3224/5632 [18:05<12:36,  3.18it/s]
epoch 1 loss 0.04619:  57%|█████▋    | 3225/5632 [18:05<12:39,  3.17it/s]
epoch 1 loss 0.04617:  57%|█████▋    | 3225/5632 [18:06<12:39,  3.17it/s]
epoch 1 loss 0.04617:  57%|█████▋    | 3226/5632 [18:06<12:33,  3.19it/s]
epoch 1 loss 0.04616:  57%|█████▋    | 3226/5632 [18:06<12:33,  3.19it/s]
epoch 1 loss 0.04616:  57%|█████▋    | 3227/5632 [18:06<12:30,  3.20it/s]
epoch 1 loss 0.04615:  57%|█████▋    | 3227/5632 [18:06<12:30,  3.20it/s]
epoch 1 loss 0.04615:  57%|█████▋    | 3228/5632 [18:06<12:28,  3.21it/s]
epoch 1 loss 0.04613:  57%|█████▋    | 3228/5632 [18:07<12:28,  3.21it/s]
epoch 1 loss 0.04613:  57%|█████▋    | 3229/5632 [18:07<12:26,  3.22it/s]
epoch 1 loss 0.04612:  57%|█████▋    | 3229/5632 [18:07<12:26,  3.22it/s]
epoch 1 loss 0.04612:  57%|█████▋    | 3230/5632 [18:07<12:25,  3.22it/s]
epoch 1 loss 0.04611:  57%|█████▋    | 3230/5632 [18:07<12:25,  3.22it/s]
epoch 1 loss 0.04611:  57%|█████▋    | 3231/5632 [18:07<12:26,  3.22it/s]
epoch 1 loss 0.04609:  57%|█████▋    | 3231/5632 [18:08<12:26,  3.22it/s]
epoch 1 loss 0.04609:  57%|█████▋    | 3232/5632 [18:08<12:25,  3.22it/s]
epoch 1 loss 0.04608:  57%|█████▋    | 3232/5632 [18:08<12:25,  3.22it/s]
epoch 1 loss 0.04608:  57%|█████▋    | 3233/5632 [18:08<12:26,  3.21it/s]
epoch 1 loss 0.04607:  57%|█████▋    | 3233/5632 [18:08<12:26,  3.21it/s]
epoch 1 loss 0.04607:  57%|█████▋    | 3234/5632 [18:08<12:26,  3.21it/s]
epoch 1 loss 0.04605:  57%|█████▋    | 3234/5632 [18:08<12:26,  3.21it/s]
epoch 1 loss 0.04605:  57%|█████▋    | 3235/5632 [18:08<12:26,  3.21it/s]
epoch 1 loss 0.04604:  57%|█████▋    | 3235/5632 [18:09<12:26,  3.21it/s]
epoch 1 loss 0.04604:  57%|█████▋    | 3236/5632 [18:09<12:27,  3.21it/s]
epoch 1 loss 0.04603:  57%|█████▋    | 3236/5632 [18:09<12:27,  3.21it/s]
epoch 1 loss 0.04603:  57%|█████▋    | 3237/5632 [18:09<12:27,  3.21it/s]
epoch 1 loss 0.04601:  57%|█████▋    | 3237/5632 [18:09<12:27,  3.21it/s]
epoch 1 loss 0.04601:  57%|█████▋    | 3238/5632 [18:09<12:24,  3.21it/s]
epoch 1 loss 0.046:  57%|█████▋    | 3238/5632 [18:10<12:24,  3.21it/s]  
epoch 1 loss 0.046:  58%|█████▊    | 3239/5632 [18:10<12:27,  3.20it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3239/5632 [18:10<12:27,  3.20it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3240/5632 [18:10<12:27,  3.20it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3240/5632 [18:10<12:27,  3.20it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3241/5632 [18:10<12:27,  3.20it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3241/5632 [18:11<12:27,  3.20it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3242/5632 [18:11<12:29,  3.19it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3242/5632 [18:11<12:29,  3.19it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3243/5632 [18:11<12:27,  3.20it/s]
epoch 1 loss 0.04607:  58%|█████▊    | 3243/5632 [18:11<12:27,  3.20it/s]
epoch 1 loss 0.04607:  58%|█████▊    | 3244/5632 [18:11<12:24,  3.21it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3244/5632 [18:12<12:24,  3.21it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3245/5632 [18:12<12:21,  3.22it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3245/5632 [18:12<12:21,  3.22it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3246/5632 [18:12<12:22,  3.21it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3246/5632 [18:12<12:22,  3.21it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3247/5632 [18:12<12:21,  3.22it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3247/5632 [18:14<12:21,  3.22it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3248/5632 [18:14<26:40,  1.49it/s]
epoch 1 loss 0.04605:  58%|█████▊    | 3248/5632 [18:14<26:40,  1.49it/s]
epoch 1 loss 0.04605:  58%|█████▊    | 3249/5632 [18:14<22:21,  1.78it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3249/5632 [18:14<22:21,  1.78it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3250/5632 [18:14<19:21,  2.05it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3250/5632 [18:15<19:21,  2.05it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3251/5632 [18:15<17:14,  2.30it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3251/5632 [18:15<17:14,  2.30it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3252/5632 [18:15<15:44,  2.52it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3252/5632 [18:15<15:44,  2.52it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3253/5632 [18:15<14:42,  2.70it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3253/5632 [18:16<14:42,  2.70it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3254/5632 [18:16<13:58,  2.84it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3254/5632 [18:16<13:58,  2.84it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3255/5632 [18:16<13:27,  2.94it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3255/5632 [18:16<13:27,  2.94it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3256/5632 [18:16<13:05,  3.02it/s]
epoch 1 loss 0.04595:  58%|█████▊    | 3256/5632 [18:17<13:05,  3.02it/s]
epoch 1 loss 0.04595:  58%|█████▊    | 3257/5632 [18:17<12:51,  3.08it/s]
epoch 1 loss 0.04594:  58%|█████▊    | 3257/5632 [18:17<12:51,  3.08it/s]
epoch 1 loss 0.04594:  58%|█████▊    | 3258/5632 [18:17<12:41,  3.12it/s]
epoch 1 loss 0.04593:  58%|█████▊    | 3258/5632 [18:17<12:41,  3.12it/s]
epoch 1 loss 0.04593:  58%|█████▊    | 3259/5632 [18:17<12:33,  3.15it/s]
epoch 1 loss 0.04591:  58%|█████▊    | 3259/5632 [18:17<12:33,  3.15it/s]
epoch 1 loss 0.04591:  58%|█████▊    | 3260/5632 [18:17<12:27,  3.17it/s]
epoch 1 loss 0.04608:  58%|█████▊    | 3260/5632 [18:18<12:27,  3.17it/s]
epoch 1 loss 0.04608:  58%|█████▊    | 3261/5632 [18:18<12:22,  3.19it/s]
epoch 1 loss 0.04613:  58%|█████▊    | 3261/5632 [18:18<12:22,  3.19it/s]
epoch 1 loss 0.04613:  58%|█████▊    | 3262/5632 [18:18<12:20,  3.20it/s]
epoch 1 loss 0.04612:  58%|█████▊    | 3262/5632 [18:18<12:20,  3.20it/s]
epoch 1 loss 0.04612:  58%|█████▊    | 3263/5632 [18:18<12:19,  3.20it/s]
epoch 1 loss 0.04611:  58%|█████▊    | 3263/5632 [18:19<12:19,  3.20it/s]
epoch 1 loss 0.04611:  58%|█████▊    | 3264/5632 [18:19<12:17,  3.21it/s]
epoch 1 loss 0.0461:  58%|█████▊    | 3264/5632 [18:19<12:17,  3.21it/s] 
epoch 1 loss 0.0461:  58%|█████▊    | 3265/5632 [18:19<12:15,  3.22it/s]
epoch 1 loss 0.04614:  58%|█████▊    | 3265/5632 [18:19<12:15,  3.22it/s]
epoch 1 loss 0.04614:  58%|█████▊    | 3266/5632 [18:19<12:14,  3.22it/s]
epoch 1 loss 0.04613:  58%|█████▊    | 3266/5632 [18:20<12:14,  3.22it/s]
epoch 1 loss 0.04613:  58%|█████▊    | 3267/5632 [18:20<12:14,  3.22it/s]
epoch 1 loss 0.04611:  58%|█████▊    | 3267/5632 [18:20<12:14,  3.22it/s]
epoch 1 loss 0.04611:  58%|█████▊    | 3268/5632 [18:20<12:12,  3.23it/s]
epoch 1 loss 0.0461:  58%|█████▊    | 3268/5632 [18:20<12:12,  3.23it/s] 
epoch 1 loss 0.0461:  58%|█████▊    | 3269/5632 [18:20<12:12,  3.23it/s]
epoch 1 loss 0.04608:  58%|█████▊    | 3269/5632 [18:21<12:12,  3.23it/s]
epoch 1 loss 0.04608:  58%|█████▊    | 3270/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04607:  58%|█████▊    | 3270/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04607:  58%|█████▊    | 3271/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3271/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04606:  58%|█████▊    | 3272/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3272/5632 [18:21<12:11,  3.23it/s]
epoch 1 loss 0.04604:  58%|█████▊    | 3273/5632 [18:21<12:10,  3.23it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3273/5632 [18:22<12:10,  3.23it/s]
epoch 1 loss 0.04603:  58%|█████▊    | 3274/5632 [18:22<12:09,  3.23it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3274/5632 [18:22<12:09,  3.23it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3275/5632 [18:22<12:08,  3.24it/s]
epoch 1 loss 0.046:  58%|█████▊    | 3275/5632 [18:22<12:08,  3.24it/s]  
epoch 1 loss 0.046:  58%|█████▊    | 3276/5632 [18:22<12:08,  3.23it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3276/5632 [18:23<12:08,  3.23it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3277/5632 [18:23<12:08,  3.23it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3277/5632 [18:23<12:08,  3.23it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3278/5632 [18:23<12:08,  3.23it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3278/5632 [18:23<12:08,  3.23it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3279/5632 [18:23<12:09,  3.23it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3279/5632 [18:24<12:09,  3.23it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3280/5632 [18:24<12:08,  3.23it/s]
epoch 1 loss 0.046:  58%|█████▊    | 3280/5632 [18:24<12:08,  3.23it/s]  
epoch 1 loss 0.046:  58%|█████▊    | 3281/5632 [18:24<12:08,  3.23it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3281/5632 [18:24<12:08,  3.23it/s]
epoch 1 loss 0.04599:  58%|█████▊    | 3282/5632 [18:24<12:08,  3.23it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3282/5632 [18:25<12:08,  3.23it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3283/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04596:  58%|█████▊    | 3283/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04596:  58%|█████▊    | 3284/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04595:  58%|█████▊    | 3284/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04595:  58%|█████▊    | 3285/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3285/5632 [18:25<12:08,  3.22it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3286/5632 [18:26<12:08,  3.22it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3286/5632 [18:26<12:08,  3.22it/s]
epoch 1 loss 0.04602:  58%|█████▊    | 3287/5632 [18:26<12:07,  3.22it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3287/5632 [18:26<12:07,  3.22it/s]
epoch 1 loss 0.04601:  58%|█████▊    | 3288/5632 [18:26<12:08,  3.22it/s]
epoch 1 loss 0.046:  58%|█████▊    | 3288/5632 [18:26<12:08,  3.22it/s]  
epoch 1 loss 0.046:  58%|█████▊    | 3289/5632 [18:26<12:07,  3.22it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3289/5632 [18:27<12:07,  3.22it/s]
epoch 1 loss 0.04598:  58%|█████▊    | 3290/5632 [18:27<12:08,  3.21it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3290/5632 [18:27<12:08,  3.21it/s]
epoch 1 loss 0.04597:  58%|█████▊    | 3291/5632 [18:27<12:10,  3.20it/s]
epoch 1 loss 0.04596:  58%|█████▊    | 3291/5632 [18:27<12:10,  3.20it/s]
epoch 1 loss 0.04596:  58%|█████▊    | 3292/5632 [18:27<12:09,  3.21it/s]
epoch 1 loss 0.04594:  58%|█████▊    | 3292/5632 [18:28<12:09,  3.21it/s]
epoch 1 loss 0.04594:  58%|█████▊    | 3293/5632 [18:28<12:08,  3.21it/s]
epoch 1 loss 0.04593:  58%|█████▊    | 3293/5632 [18:28<12:08,  3.21it/s]
epoch 1 loss 0.04593:  58%|█████▊    | 3294/5632 [18:28<12:06,  3.22it/s]
epoch 1 loss 0.04592:  58%|█████▊    | 3294/5632 [18:30<12:06,  3.22it/s]
epoch 1 loss 0.04592:  59%|█████▊    | 3295/5632 [18:30<27:44,  1.40it/s]
epoch 1 loss 0.04592:  59%|█████▊    | 3295/5632 [18:30<27:44,  1.40it/s]
epoch 1 loss 0.04592:  59%|█████▊    | 3296/5632 [18:30<23:02,  1.69it/s]
epoch 1 loss 0.0459:  59%|█████▊    | 3296/5632 [18:30<23:02,  1.69it/s] 
epoch 1 loss 0.0459:  59%|█████▊    | 3297/5632 [18:30<19:53,  1.96it/s]
epoch 1 loss 0.04589:  59%|█████▊    | 3297/5632 [18:31<19:53,  1.96it/s]
epoch 1 loss 0.04589:  59%|█████▊    | 3298/5632 [18:31<17:40,  2.20it/s]
epoch 1 loss 0.04588:  59%|█████▊    | 3298/5632 [18:31<17:40,  2.20it/s]
epoch 1 loss 0.04588:  59%|█████▊    | 3299/5632 [18:31<15:56,  2.44it/s]
epoch 1 loss 0.04587:  59%|█████▊    | 3299/5632 [18:31<15:56,  2.44it/s]
epoch 1 loss 0.04587:  59%|█████▊    | 3300/5632 [18:31<14:45,  2.63it/s]
epoch 1 loss 0.04585:  59%|█████▊    | 3300/5632 [18:32<14:45,  2.63it/s]
epoch 1 loss 0.04585:  59%|█████▊    | 3301/5632 [18:32<13:56,  2.79it/s]
epoch 1 loss 0.04584:  59%|█████▊    | 3301/5632 [18:32<13:56,  2.79it/s]
epoch 1 loss 0.04584:  59%|█████▊    | 3302/5632 [18:32<13:21,  2.91it/s]
epoch 1 loss 0.04583:  59%|█████▊    | 3302/5632 [18:32<13:21,  2.91it/s]
epoch 1 loss 0.04583:  59%|█████▊    | 3303/5632 [18:32<12:58,  2.99it/s]
epoch 1 loss 0.04581:  59%|█████▊    | 3303/5632 [18:32<12:58,  2.99it/s]
epoch 1 loss 0.04581:  59%|█████▊    | 3304/5632 [18:32<12:42,  3.05it/s]
epoch 1 loss 0.0458:  59%|█████▊    | 3304/5632 [18:33<12:42,  3.05it/s] 
epoch 1 loss 0.0458:  59%|█████▊    | 3305/5632 [18:33<12:30,  3.10it/s]
epoch 1 loss 0.04578:  59%|█████▊    | 3305/5632 [18:33<12:30,  3.10it/s]
epoch 1 loss 0.04578:  59%|█████▊    | 3306/5632 [18:33<12:21,  3.14it/s]
epoch 1 loss 0.04577:  59%|█████▊    | 3306/5632 [18:33<12:21,  3.14it/s]
epoch 1 loss 0.04577:  59%|█████▊    | 3307/5632 [18:33<12:15,  3.16it/s]
epoch 1 loss 0.04576:  59%|█████▊    | 3307/5632 [18:34<12:15,  3.16it/s]
epoch 1 loss 0.04576:  59%|█████▊    | 3308/5632 [18:34<12:10,  3.18it/s]
epoch 1 loss 0.04575:  59%|█████▊    | 3308/5632 [18:34<12:10,  3.18it/s]
epoch 1 loss 0.04575:  59%|█████▉    | 3309/5632 [18:34<12:04,  3.20it/s]
epoch 1 loss 0.04574:  59%|█████▉    | 3309/5632 [18:34<12:04,  3.20it/s]
epoch 1 loss 0.04574:  59%|█████▉    | 3310/5632 [18:34<12:03,  3.21it/s]
epoch 1 loss 0.04598:  59%|█████▉    | 3310/5632 [18:35<12:03,  3.21it/s]
epoch 1 loss 0.04598:  59%|█████▉    | 3311/5632 [18:35<12:01,  3.22it/s]
epoch 1 loss 0.04596:  59%|█████▉    | 3311/5632 [18:35<12:01,  3.22it/s]
epoch 1 loss 0.04596:  59%|█████▉    | 3312/5632 [18:35<12:01,  3.22it/s]
epoch 1 loss 0.04595:  59%|█████▉    | 3312/5632 [18:35<12:01,  3.22it/s]
epoch 1 loss 0.04595:  59%|█████▉    | 3313/5632 [18:35<12:00,  3.22it/s]
epoch 1 loss 0.046:  59%|█████▉    | 3313/5632 [18:36<12:00,  3.22it/s]  
epoch 1 loss 0.046:  59%|█████▉    | 3314/5632 [18:36<11:59,  3.22it/s]
epoch 1 loss 0.04599:  59%|█████▉    | 3314/5632 [18:36<11:59,  3.22it/s]
epoch 1 loss 0.04599:  59%|█████▉    | 3315/5632 [18:36<12:00,  3.22it/s]
epoch 1 loss 0.04597:  59%|█████▉    | 3315/5632 [18:36<12:00,  3.22it/s]
epoch 1 loss 0.04597:  59%|█████▉    | 3316/5632 [18:36<11:59,  3.22it/s]
epoch 1 loss 0.04596:  59%|█████▉    | 3316/5632 [18:36<11:59,  3.22it/s]
epoch 1 loss 0.04596:  59%|█████▉    | 3317/5632 [18:36<11:59,  3.22it/s]
epoch 1 loss 0.04595:  59%|█████▉    | 3317/5632 [18:37<11:59,  3.22it/s]
epoch 1 loss 0.04595:  59%|█████▉    | 3318/5632 [18:37<11:58,  3.22it/s]
epoch 1 loss 0.04593:  59%|█████▉    | 3318/5632 [18:37<11:58,  3.22it/s]
epoch 1 loss 0.04593:  59%|█████▉    | 3319/5632 [18:37<11:57,  3.22it/s]
epoch 1 loss 0.04592:  59%|█████▉    | 3319/5632 [18:37<11:57,  3.22it/s]
epoch 1 loss 0.04592:  59%|█████▉    | 3320/5632 [18:37<11:57,  3.22it/s]
epoch 1 loss 0.04591:  59%|█████▉    | 3320/5632 [18:38<11:57,  3.22it/s]
epoch 1 loss 0.04591:  59%|█████▉    | 3321/5632 [18:38<11:58,  3.22it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3321/5632 [18:38<11:58,  3.22it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3322/5632 [18:38<11:57,  3.22it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3322/5632 [18:38<11:57,  3.22it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3323/5632 [18:38<11:56,  3.22it/s]
epoch 1 loss 0.04592:  59%|█████▉    | 3323/5632 [18:39<11:56,  3.22it/s]
epoch 1 loss 0.04592:  59%|█████▉    | 3324/5632 [18:39<11:57,  3.22it/s]
epoch 1 loss 0.04591:  59%|█████▉    | 3324/5632 [18:39<11:57,  3.22it/s]
epoch 1 loss 0.04591:  59%|█████▉    | 3325/5632 [18:39<11:56,  3.22it/s]
epoch 1 loss 0.0459:  59%|█████▉    | 3325/5632 [18:39<11:56,  3.22it/s] 
epoch 1 loss 0.0459:  59%|█████▉    | 3326/5632 [18:39<11:57,  3.22it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3326/5632 [18:40<11:57,  3.22it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3327/5632 [18:40<11:56,  3.22it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3327/5632 [18:40<11:56,  3.22it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3328/5632 [18:40<11:56,  3.21it/s]
epoch 1 loss 0.04586:  59%|█████▉    | 3328/5632 [18:40<11:56,  3.21it/s]
epoch 1 loss 0.04586:  59%|█████▉    | 3329/5632 [18:40<11:55,  3.22it/s]
epoch 1 loss 0.04585:  59%|█████▉    | 3329/5632 [18:41<11:55,  3.22it/s]
epoch 1 loss 0.04585:  59%|█████▉    | 3330/5632 [18:41<11:58,  3.20it/s]
epoch 1 loss 0.04584:  59%|█████▉    | 3330/5632 [18:41<11:58,  3.20it/s]
epoch 1 loss 0.04584:  59%|█████▉    | 3331/5632 [18:41<11:59,  3.20it/s]
epoch 1 loss 0.04583:  59%|█████▉    | 3331/5632 [18:41<11:59,  3.20it/s]
epoch 1 loss 0.04583:  59%|█████▉    | 3332/5632 [18:41<11:59,  3.20it/s]
epoch 1 loss 0.04582:  59%|█████▉    | 3332/5632 [18:41<11:59,  3.20it/s]
epoch 1 loss 0.04582:  59%|█████▉    | 3333/5632 [18:41<11:56,  3.21it/s]
epoch 1 loss 0.0458:  59%|█████▉    | 3333/5632 [18:42<11:56,  3.21it/s] 
epoch 1 loss 0.0458:  59%|█████▉    | 3334/5632 [18:42<11:55,  3.21it/s]
epoch 1 loss 0.04579:  59%|█████▉    | 3334/5632 [18:42<11:55,  3.21it/s]
epoch 1 loss 0.04579:  59%|█████▉    | 3335/5632 [18:42<11:56,  3.21it/s]
epoch 1 loss 0.04578:  59%|█████▉    | 3335/5632 [18:42<11:56,  3.21it/s]
epoch 1 loss 0.04578:  59%|█████▉    | 3336/5632 [18:42<11:56,  3.20it/s]
epoch 1 loss 0.0459:  59%|█████▉    | 3336/5632 [18:43<11:56,  3.20it/s] 
epoch 1 loss 0.0459:  59%|█████▉    | 3337/5632 [18:43<12:04,  3.17it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3337/5632 [18:43<12:04,  3.17it/s]
epoch 1 loss 0.04589:  59%|█████▉    | 3338/5632 [18:43<12:06,  3.16it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3338/5632 [18:43<12:06,  3.16it/s]
epoch 1 loss 0.04588:  59%|█████▉    | 3339/5632 [18:43<12:03,  3.17it/s]
epoch 1 loss 0.04586:  59%|█████▉    | 3339/5632 [18:44<12:03,  3.17it/s]
epoch 1 loss 0.04586:  59%|█████▉    | 3340/5632 [18:44<12:00,  3.18it/s]
epoch 1 loss 0.04585:  59%|█████▉    | 3340/5632 [18:44<12:00,  3.18it/s]
epoch 1 loss 0.04585:  59%|█████▉    | 3341/5632 [18:44<11:57,  3.19it/s]
epoch 1 loss 0.04584:  59%|█████▉    | 3341/5632 [18:45<11:57,  3.19it/s]
epoch 1 loss 0.04584:  59%|█████▉    | 3342/5632 [18:45<25:13,  1.51it/s]
epoch 1 loss 0.04582:  59%|█████▉    | 3342/5632 [18:46<25:13,  1.51it/s]
epoch 1 loss 0.04582:  59%|█████▉    | 3343/5632 [18:46<21:12,  1.80it/s]
epoch 1 loss 0.04581:  59%|█████▉    | 3343/5632 [18:46<21:12,  1.80it/s]
epoch 1 loss 0.04581:  59%|█████▉    | 3344/5632 [18:46<18:22,  2.07it/s]
epoch 1 loss 0.0458:  59%|█████▉    | 3344/5632 [18:46<18:22,  2.07it/s] 
epoch 1 loss 0.0458:  59%|█████▉    | 3345/5632 [18:46<16:23,  2.33it/s]
epoch 1 loss 0.04579:  59%|█████▉    | 3345/5632 [18:47<16:23,  2.33it/s]
epoch 1 loss 0.04579:  59%|█████▉    | 3346/5632 [18:47<15:00,  2.54it/s]
epoch 1 loss 0.04577:  59%|█████▉    | 3346/5632 [18:47<15:00,  2.54it/s]
epoch 1 loss 0.04577:  59%|█████▉    | 3347/5632 [18:47<14:06,  2.70it/s]
epoch 1 loss 0.04576:  59%|█████▉    | 3347/5632 [18:47<14:06,  2.70it/s]
epoch 1 loss 0.04576:  59%|█████▉    | 3348/5632 [18:47<13:30,  2.82it/s]
epoch 1 loss 0.04575:  59%|█████▉    | 3348/5632 [18:48<13:30,  2.82it/s]
epoch 1 loss 0.04575:  59%|█████▉    | 3349/5632 [18:48<12:57,  2.94it/s]
epoch 1 loss 0.04574:  59%|█████▉    | 3349/5632 [18:48<12:57,  2.94it/s]
epoch 1 loss 0.04574:  59%|█████▉    | 3350/5632 [18:48<12:36,  3.01it/s]
epoch 1 loss 0.04572:  59%|█████▉    | 3350/5632 [18:48<12:36,  3.01it/s]
epoch 1 loss 0.04572:  59%|█████▉    | 3351/5632 [18:48<12:22,  3.07it/s]
epoch 1 loss 0.04571:  59%|█████▉    | 3351/5632 [18:49<12:22,  3.07it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3352/5632 [18:49<12:11,  3.12it/s]
epoch 1 loss 0.0457:  60%|█████▉    | 3352/5632 [18:49<12:11,  3.12it/s] 
epoch 1 loss 0.0457:  60%|█████▉    | 3353/5632 [18:49<12:04,  3.15it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3353/5632 [18:49<12:04,  3.15it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3354/5632 [18:49<11:59,  3.17it/s]
epoch 1 loss 0.04573:  60%|█████▉    | 3354/5632 [18:49<11:59,  3.17it/s]
epoch 1 loss 0.04573:  60%|█████▉    | 3355/5632 [18:50<11:54,  3.19it/s]
epoch 1 loss 0.04572:  60%|█████▉    | 3355/5632 [18:50<11:54,  3.19it/s]
epoch 1 loss 0.04572:  60%|█████▉    | 3356/5632 [18:50<11:51,  3.20it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3356/5632 [18:50<11:51,  3.20it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3357/5632 [18:50<11:49,  3.21it/s]
epoch 1 loss 0.04569:  60%|█████▉    | 3357/5632 [18:50<11:49,  3.21it/s]
epoch 1 loss 0.04569:  60%|█████▉    | 3358/5632 [18:50<11:48,  3.21it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3358/5632 [18:51<11:48,  3.21it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3359/5632 [18:51<11:46,  3.22it/s]
epoch 1 loss 0.04567:  60%|█████▉    | 3359/5632 [18:51<11:46,  3.22it/s]
epoch 1 loss 0.04567:  60%|█████▉    | 3360/5632 [18:51<11:46,  3.22it/s]
epoch 1 loss 0.04566:  60%|█████▉    | 3360/5632 [18:51<11:46,  3.22it/s]
epoch 1 loss 0.04566:  60%|█████▉    | 3361/5632 [18:51<11:45,  3.22it/s]
epoch 1 loss 0.0457:  60%|█████▉    | 3361/5632 [18:52<11:45,  3.22it/s] 
epoch 1 loss 0.0457:  60%|█████▉    | 3362/5632 [18:52<11:45,  3.22it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3362/5632 [18:52<11:45,  3.22it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3363/5632 [18:52<11:44,  3.22it/s]
epoch 1 loss 0.04567:  60%|█████▉    | 3363/5632 [18:52<11:44,  3.22it/s]
epoch 1 loss 0.04567:  60%|█████▉    | 3364/5632 [18:52<11:43,  3.22it/s]
epoch 1 loss 0.0458:  60%|█████▉    | 3364/5632 [18:53<11:43,  3.22it/s] 
epoch 1 loss 0.0458:  60%|█████▉    | 3365/5632 [18:53<11:43,  3.22it/s]
epoch 1 loss 0.04579:  60%|█████▉    | 3365/5632 [18:53<11:43,  3.22it/s]
epoch 1 loss 0.04579:  60%|█████▉    | 3366/5632 [18:53<11:41,  3.23it/s]
epoch 1 loss 0.04577:  60%|█████▉    | 3366/5632 [18:53<11:41,  3.23it/s]
epoch 1 loss 0.04577:  60%|█████▉    | 3367/5632 [18:53<11:41,  3.23it/s]
epoch 1 loss 0.04576:  60%|█████▉    | 3367/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04576:  60%|█████▉    | 3368/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04575:  60%|█████▉    | 3368/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04575:  60%|█████▉    | 3369/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04574:  60%|█████▉    | 3369/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04574:  60%|█████▉    | 3370/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04573:  60%|█████▉    | 3370/5632 [18:54<11:41,  3.23it/s]
epoch 1 loss 0.04573:  60%|█████▉    | 3371/5632 [18:54<11:42,  3.22it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3371/5632 [18:55<11:42,  3.22it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3372/5632 [18:55<11:41,  3.22it/s]
epoch 1 loss 0.0457:  60%|█████▉    | 3372/5632 [18:55<11:41,  3.22it/s] 
epoch 1 loss 0.0457:  60%|█████▉    | 3373/5632 [18:55<11:40,  3.22it/s]
epoch 1 loss 0.04569:  60%|█████▉    | 3373/5632 [18:55<11:40,  3.22it/s]
epoch 1 loss 0.04569:  60%|█████▉    | 3374/5632 [18:55<11:40,  3.22it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3374/5632 [18:56<11:40,  3.22it/s]
epoch 1 loss 0.04568:  60%|█████▉    | 3375/5632 [18:56<11:36,  3.24it/s]
epoch 1 loss 0.04566:  60%|█████▉    | 3375/5632 [18:56<11:36,  3.24it/s]
epoch 1 loss 0.04566:  60%|█████▉    | 3376/5632 [18:56<11:37,  3.23it/s]
epoch 1 loss 0.04565:  60%|█████▉    | 3376/5632 [18:56<11:37,  3.23it/s]
epoch 1 loss 0.04565:  60%|█████▉    | 3377/5632 [18:56<11:37,  3.23it/s]
epoch 1 loss 0.04564:  60%|█████▉    | 3377/5632 [18:57<11:37,  3.23it/s]
epoch 1 loss 0.04564:  60%|█████▉    | 3378/5632 [18:57<11:36,  3.24it/s]
epoch 1 loss 0.04572:  60%|█████▉    | 3378/5632 [18:57<11:36,  3.24it/s]
epoch 1 loss 0.04572:  60%|█████▉    | 3379/5632 [18:57<11:36,  3.23it/s]
epoch 1 loss 0.04571:  60%|█████▉    | 3379/5632 [18:57<11:36,  3.23it/s]
epoch 1 loss 0.04571:  60%|██████    | 3380/5632 [18:57<11:35,  3.24it/s]
epoch 1 loss 0.0457:  60%|██████    | 3380/5632 [18:58<11:35,  3.24it/s] 
epoch 1 loss 0.0457:  60%|██████    | 3381/5632 [18:58<11:36,  3.23it/s]
epoch 1 loss 0.04568:  60%|██████    | 3381/5632 [18:58<11:36,  3.23it/s]
epoch 1 loss 0.04568:  60%|██████    | 3382/5632 [18:58<11:35,  3.24it/s]
epoch 1 loss 0.04567:  60%|██████    | 3382/5632 [18:58<11:35,  3.24it/s]
epoch 1 loss 0.04567:  60%|██████    | 3383/5632 [18:58<11:36,  3.23it/s]
epoch 1 loss 0.04566:  60%|██████    | 3383/5632 [18:58<11:36,  3.23it/s]
epoch 1 loss 0.04566:  60%|██████    | 3384/5632 [18:58<11:35,  3.23it/s]
epoch 1 loss 0.04575:  60%|██████    | 3384/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04575:  60%|██████    | 3385/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04574:  60%|██████    | 3385/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04574:  60%|██████    | 3386/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04578:  60%|██████    | 3386/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04578:  60%|██████    | 3387/5632 [18:59<11:35,  3.23it/s]
epoch 1 loss 0.04577:  60%|██████    | 3387/5632 [19:00<11:35,  3.23it/s]
epoch 1 loss 0.04577:  60%|██████    | 3388/5632 [19:00<11:36,  3.22it/s]
epoch 1 loss 0.04582:  60%|██████    | 3388/5632 [19:01<11:36,  3.22it/s]
epoch 1 loss 0.04582:  60%|██████    | 3389/5632 [19:01<24:08,  1.55it/s]
epoch 1 loss 0.04581:  60%|██████    | 3389/5632 [19:01<24:08,  1.55it/s]
epoch 1 loss 0.04581:  60%|██████    | 3390/5632 [19:01<20:24,  1.83it/s]
epoch 1 loss 0.04579:  60%|██████    | 3390/5632 [19:02<20:24,  1.83it/s]
epoch 1 loss 0.04579:  60%|██████    | 3391/5632 [19:02<17:44,  2.11it/s]
epoch 1 loss 0.04583:  60%|██████    | 3391/5632 [19:02<17:44,  2.11it/s]
epoch 1 loss 0.04583:  60%|██████    | 3392/5632 [19:02<15:54,  2.35it/s]
epoch 1 loss 0.04582:  60%|██████    | 3392/5632 [19:02<15:54,  2.35it/s]
epoch 1 loss 0.04582:  60%|██████    | 3393/5632 [19:02<14:38,  2.55it/s]
epoch 1 loss 0.04581:  60%|██████    | 3393/5632 [19:03<14:38,  2.55it/s]
epoch 1 loss 0.04581:  60%|██████    | 3394/5632 [19:03<13:44,  2.72it/s]
epoch 1 loss 0.04579:  60%|██████    | 3394/5632 [19:03<13:44,  2.72it/s]
epoch 1 loss 0.04579:  60%|██████    | 3395/5632 [19:03<13:08,  2.84it/s]
epoch 1 loss 0.04578:  60%|██████    | 3395/5632 [19:03<13:08,  2.84it/s]
epoch 1 loss 0.04578:  60%|██████    | 3396/5632 [19:03<12:40,  2.94it/s]
epoch 1 loss 0.04577:  60%|██████    | 3396/5632 [19:04<12:40,  2.94it/s]
epoch 1 loss 0.04577:  60%|██████    | 3397/5632 [19:04<12:22,  3.01it/s]
epoch 1 loss 0.04577:  60%|██████    | 3397/5632 [19:04<12:22,  3.01it/s]
epoch 1 loss 0.04577:  60%|██████    | 3398/5632 [19:04<12:18,  3.02it/s]
epoch 1 loss 0.04576:  60%|██████    | 3398/5632 [19:04<12:18,  3.02it/s]
epoch 1 loss 0.04576:  60%|██████    | 3399/5632 [19:04<12:23,  3.00it/s]
epoch 1 loss 0.04575:  60%|██████    | 3399/5632 [19:05<12:23,  3.00it/s]
epoch 1 loss 0.04575:  60%|██████    | 3400/5632 [19:05<12:15,  3.03it/s]
epoch 1 loss 0.04573:  60%|██████    | 3400/5632 [19:05<12:15,  3.03it/s]
epoch 1 loss 0.04573:  60%|██████    | 3401/5632 [19:05<12:10,  3.05it/s]
epoch 1 loss 0.04572:  60%|██████    | 3401/5632 [19:05<12:10,  3.05it/s]
epoch 1 loss 0.04572:  60%|██████    | 3402/5632 [19:05<12:17,  3.03it/s]
epoch 1 loss 0.04571:  60%|██████    | 3402/5632 [19:06<12:17,  3.03it/s]
epoch 1 loss 0.04571:  60%|██████    | 3403/5632 [19:06<12:11,  3.05it/s]
epoch 1 loss 0.0457:  60%|██████    | 3403/5632 [19:06<12:11,  3.05it/s] 
epoch 1 loss 0.0457:  60%|██████    | 3404/5632 [19:06<12:07,  3.06it/s]
epoch 1 loss 0.04569:  60%|██████    | 3404/5632 [19:06<12:07,  3.06it/s]
epoch 1 loss 0.04569:  60%|██████    | 3405/5632 [19:06<11:59,  3.10it/s]
epoch 1 loss 0.04568:  60%|██████    | 3405/5632 [19:07<11:59,  3.10it/s]
epoch 1 loss 0.04568:  60%|██████    | 3406/5632 [19:07<11:52,  3.12it/s]
epoch 1 loss 0.04567:  60%|██████    | 3406/5632 [19:07<11:52,  3.12it/s]
epoch 1 loss 0.04567:  60%|██████    | 3407/5632 [19:07<11:45,  3.15it/s]
epoch 1 loss 0.04565:  60%|██████    | 3407/5632 [19:07<11:45,  3.15it/s]
epoch 1 loss 0.04565:  61%|██████    | 3408/5632 [19:07<11:40,  3.18it/s]
epoch 1 loss 0.04564:  61%|██████    | 3408/5632 [19:07<11:40,  3.18it/s]
epoch 1 loss 0.04564:  61%|██████    | 3409/5632 [19:08<11:37,  3.19it/s]
epoch 1 loss 0.04563:  61%|██████    | 3409/5632 [19:08<11:37,  3.19it/s]
epoch 1 loss 0.04563:  61%|██████    | 3410/5632 [19:08<11:35,  3.19it/s]
epoch 1 loss 0.04562:  61%|██████    | 3410/5632 [19:08<11:35,  3.19it/s]
epoch 1 loss 0.04562:  61%|██████    | 3411/5632 [19:08<11:34,  3.20it/s]
epoch 1 loss 0.04561:  61%|██████    | 3411/5632 [19:08<11:34,  3.20it/s]
epoch 1 loss 0.04561:  61%|██████    | 3412/5632 [19:08<11:32,  3.21it/s]
epoch 1 loss 0.04559:  61%|██████    | 3412/5632 [19:09<11:32,  3.21it/s]
epoch 1 loss 0.04559:  61%|██████    | 3413/5632 [19:09<11:30,  3.21it/s]
epoch 1 loss 0.04563:  61%|██████    | 3413/5632 [19:09<11:30,  3.21it/s]
epoch 1 loss 0.04563:  61%|██████    | 3414/5632 [19:09<11:29,  3.22it/s]
epoch 1 loss 0.04562:  61%|██████    | 3414/5632 [19:09<11:29,  3.22it/s]
epoch 1 loss 0.04562:  61%|██████    | 3415/5632 [19:09<11:29,  3.21it/s]
epoch 1 loss 0.0456:  61%|██████    | 3415/5632 [19:10<11:29,  3.21it/s] 
epoch 1 loss 0.0456:  61%|██████    | 3416/5632 [19:10<11:28,  3.22it/s]
epoch 1 loss 0.04559:  61%|██████    | 3416/5632 [19:10<11:28,  3.22it/s]
epoch 1 loss 0.04559:  61%|██████    | 3417/5632 [19:10<11:27,  3.22it/s]
epoch 1 loss 0.04558:  61%|██████    | 3417/5632 [19:10<11:27,  3.22it/s]
epoch 1 loss 0.04558:  61%|██████    | 3418/5632 [19:10<11:27,  3.22it/s]
epoch 1 loss 0.04557:  61%|██████    | 3418/5632 [19:11<11:27,  3.22it/s]
epoch 1 loss 0.04557:  61%|██████    | 3419/5632 [19:11<11:26,  3.22it/s]
epoch 1 loss 0.04555:  61%|██████    | 3419/5632 [19:11<11:26,  3.22it/s]
epoch 1 loss 0.04555:  61%|██████    | 3420/5632 [19:11<11:25,  3.22it/s]
epoch 1 loss 0.04554:  61%|██████    | 3420/5632 [19:11<11:25,  3.22it/s]
epoch 1 loss 0.04554:  61%|██████    | 3421/5632 [19:11<11:26,  3.22it/s]
epoch 1 loss 0.04553:  61%|██████    | 3421/5632 [19:12<11:26,  3.22it/s]
epoch 1 loss 0.04553:  61%|██████    | 3422/5632 [19:12<11:26,  3.22it/s]
epoch 1 loss 0.04552:  61%|██████    | 3422/5632 [19:12<11:26,  3.22it/s]
epoch 1 loss 0.04552:  61%|██████    | 3423/5632 [19:12<11:25,  3.22it/s]
epoch 1 loss 0.0455:  61%|██████    | 3423/5632 [19:12<11:25,  3.22it/s] 
epoch 1 loss 0.0455:  61%|██████    | 3424/5632 [19:12<11:26,  3.22it/s]
epoch 1 loss 0.04549:  61%|██████    | 3424/5632 [19:12<11:26,  3.22it/s]
epoch 1 loss 0.04549:  61%|██████    | 3425/5632 [19:12<11:26,  3.21it/s]
epoch 1 loss 0.04548:  61%|██████    | 3425/5632 [19:13<11:26,  3.21it/s]
epoch 1 loss 0.04548:  61%|██████    | 3426/5632 [19:13<11:31,  3.19it/s]
epoch 1 loss 0.04547:  61%|██████    | 3426/5632 [19:13<11:31,  3.19it/s]
epoch 1 loss 0.04547:  61%|██████    | 3427/5632 [19:13<11:33,  3.18it/s]
epoch 1 loss 0.04545:  61%|██████    | 3427/5632 [19:13<11:33,  3.18it/s]
epoch 1 loss 0.04545:  61%|██████    | 3428/5632 [19:13<11:29,  3.19it/s]
epoch 1 loss 0.04544:  61%|██████    | 3428/5632 [19:14<11:29,  3.19it/s]
epoch 1 loss 0.04544:  61%|██████    | 3429/5632 [19:14<11:26,  3.21it/s]
epoch 1 loss 0.04543:  61%|██████    | 3429/5632 [19:14<11:26,  3.21it/s]
epoch 1 loss 0.04543:  61%|██████    | 3430/5632 [19:14<11:23,  3.22it/s]
epoch 1 loss 0.04542:  61%|██████    | 3430/5632 [19:14<11:23,  3.22it/s]
epoch 1 loss 0.04542:  61%|██████    | 3431/5632 [19:14<11:23,  3.22it/s]
epoch 1 loss 0.0454:  61%|██████    | 3431/5632 [19:15<11:23,  3.22it/s] 
epoch 1 loss 0.0454:  61%|██████    | 3432/5632 [19:15<11:26,  3.20it/s]
epoch 1 loss 0.04539:  61%|██████    | 3432/5632 [19:15<11:26,  3.20it/s]
epoch 1 loss 0.04539:  61%|██████    | 3433/5632 [19:15<11:28,  3.19it/s]
epoch 1 loss 0.04538:  61%|██████    | 3433/5632 [19:15<11:28,  3.19it/s]
epoch 1 loss 0.04538:  61%|██████    | 3434/5632 [19:15<11:32,  3.17it/s]
epoch 1 loss 0.04537:  61%|██████    | 3434/5632 [19:16<11:32,  3.17it/s]
epoch 1 loss 0.04537:  61%|██████    | 3435/5632 [19:16<11:29,  3.19it/s]
epoch 1 loss 0.04535:  61%|██████    | 3435/5632 [19:17<11:29,  3.19it/s]
epoch 1 loss 0.04535:  61%|██████    | 3436/5632 [19:17<23:27,  1.56it/s]
epoch 1 loss 0.04534:  61%|██████    | 3436/5632 [19:17<23:27,  1.56it/s]
epoch 1 loss 0.04534:  61%|██████    | 3437/5632 [19:17<19:45,  1.85it/s]
epoch 1 loss 0.04545:  61%|██████    | 3437/5632 [19:18<19:45,  1.85it/s]
epoch 1 loss 0.04545:  61%|██████    | 3438/5632 [19:18<17:11,  2.13it/s]
epoch 1 loss 0.04544:  61%|██████    | 3438/5632 [19:18<17:11,  2.13it/s]
epoch 1 loss 0.04544:  61%|██████    | 3439/5632 [19:18<15:22,  2.38it/s]
epoch 1 loss 0.04542:  61%|██████    | 3439/5632 [19:18<15:22,  2.38it/s]
epoch 1 loss 0.04542:  61%|██████    | 3440/5632 [19:18<14:07,  2.59it/s]
epoch 1 loss 0.04547:  61%|██████    | 3440/5632 [19:19<14:07,  2.59it/s]
epoch 1 loss 0.04547:  61%|██████    | 3441/5632 [19:19<13:16,  2.75it/s]
epoch 1 loss 0.04546:  61%|██████    | 3441/5632 [19:19<13:16,  2.75it/s]
epoch 1 loss 0.04546:  61%|██████    | 3442/5632 [19:19<12:40,  2.88it/s]
epoch 1 loss 0.04544:  61%|██████    | 3442/5632 [19:19<12:40,  2.88it/s]
epoch 1 loss 0.04544:  61%|██████    | 3443/5632 [19:19<12:16,  2.97it/s]
epoch 1 loss 0.04543:  61%|██████    | 3443/5632 [19:19<12:16,  2.97it/s]
epoch 1 loss 0.04543:  61%|██████    | 3444/5632 [19:19<11:57,  3.05it/s]
epoch 1 loss 0.04542:  61%|██████    | 3444/5632 [19:20<11:57,  3.05it/s]
epoch 1 loss 0.04542:  61%|██████    | 3445/5632 [19:20<11:45,  3.10it/s]
epoch 1 loss 0.04541:  61%|██████    | 3445/5632 [19:20<11:45,  3.10it/s]
epoch 1 loss 0.04541:  61%|██████    | 3446/5632 [19:20<11:36,  3.14it/s]
epoch 1 loss 0.0454:  61%|██████    | 3446/5632 [19:20<11:36,  3.14it/s] 
epoch 1 loss 0.0454:  61%|██████    | 3447/5632 [19:20<11:30,  3.17it/s]
epoch 1 loss 0.04538:  61%|██████    | 3447/5632 [19:21<11:30,  3.17it/s]
epoch 1 loss 0.04538:  61%|██████    | 3448/5632 [19:21<11:26,  3.18it/s]
epoch 1 loss 0.04537:  61%|██████    | 3448/5632 [19:21<11:26,  3.18it/s]
epoch 1 loss 0.04537:  61%|██████    | 3449/5632 [19:21<11:23,  3.19it/s]
epoch 1 loss 0.04536:  61%|██████    | 3449/5632 [19:21<11:23,  3.19it/s]
epoch 1 loss 0.04536:  61%|██████▏   | 3450/5632 [19:21<11:21,  3.20it/s]
epoch 1 loss 0.04535:  61%|██████▏   | 3450/5632 [19:22<11:21,  3.20it/s]
epoch 1 loss 0.04535:  61%|██████▏   | 3451/5632 [19:22<11:19,  3.21it/s]
epoch 1 loss 0.04533:  61%|██████▏   | 3451/5632 [19:22<11:19,  3.21it/s]
epoch 1 loss 0.04533:  61%|██████▏   | 3452/5632 [19:22<11:17,  3.22it/s]
epoch 1 loss 0.04532:  61%|██████▏   | 3452/5632 [19:22<11:17,  3.22it/s]
epoch 1 loss 0.04532:  61%|██████▏   | 3453/5632 [19:22<11:17,  3.22it/s]
epoch 1 loss 0.04531:  61%|██████▏   | 3453/5632 [19:23<11:17,  3.22it/s]
epoch 1 loss 0.04531:  61%|██████▏   | 3454/5632 [19:23<11:15,  3.22it/s]
epoch 1 loss 0.0453:  61%|██████▏   | 3454/5632 [19:23<11:15,  3.22it/s] 
epoch 1 loss 0.0453:  61%|██████▏   | 3455/5632 [19:23<11:15,  3.22it/s]
epoch 1 loss 0.04528:  61%|██████▏   | 3455/5632 [19:23<11:15,  3.22it/s]
epoch 1 loss 0.04528:  61%|██████▏   | 3456/5632 [19:23<11:14,  3.23it/s]
epoch 1 loss 0.04527:  61%|██████▏   | 3456/5632 [19:23<11:14,  3.23it/s]
epoch 1 loss 0.04527:  61%|██████▏   | 3457/5632 [19:24<11:14,  3.22it/s]
epoch 1 loss 0.04529:  61%|██████▏   | 3457/5632 [19:24<11:14,  3.22it/s]
epoch 1 loss 0.04529:  61%|██████▏   | 3458/5632 [19:24<11:14,  3.22it/s]
epoch 1 loss 0.04528:  61%|██████▏   | 3458/5632 [19:24<11:14,  3.22it/s]
epoch 1 loss 0.04528:  61%|██████▏   | 3459/5632 [19:24<11:13,  3.23it/s]
epoch 1 loss 0.04527:  61%|██████▏   | 3459/5632 [19:24<11:13,  3.23it/s]
epoch 1 loss 0.04527:  61%|██████▏   | 3460/5632 [19:24<11:12,  3.23it/s]
epoch 1 loss 0.04526:  61%|██████▏   | 3460/5632 [19:25<11:12,  3.23it/s]
epoch 1 loss 0.04526:  61%|██████▏   | 3461/5632 [19:25<11:12,  3.23it/s]
epoch 1 loss 0.0453:  61%|██████▏   | 3461/5632 [19:25<11:12,  3.23it/s] 
epoch 1 loss 0.0453:  61%|██████▏   | 3462/5632 [19:25<11:12,  3.23it/s]
epoch 1 loss 0.0454:  61%|██████▏   | 3462/5632 [19:25<11:12,  3.23it/s]
epoch 1 loss 0.0454:  61%|██████▏   | 3463/5632 [19:25<11:12,  3.23it/s]
epoch 1 loss 0.04539:  61%|██████▏   | 3463/5632 [19:26<11:12,  3.23it/s]
epoch 1 loss 0.04539:  62%|██████▏   | 3464/5632 [19:26<11:12,  3.22it/s]
epoch 1 loss 0.04538:  62%|██████▏   | 3464/5632 [19:26<11:12,  3.22it/s]
epoch 1 loss 0.04538:  62%|██████▏   | 3465/5632 [19:26<11:09,  3.24it/s]
epoch 1 loss 0.04537:  62%|██████▏   | 3465/5632 [19:26<11:09,  3.24it/s]
epoch 1 loss 0.04537:  62%|██████▏   | 3466/5632 [19:26<11:08,  3.24it/s]
epoch 1 loss 0.04536:  62%|██████▏   | 3466/5632 [19:27<11:08,  3.24it/s]
epoch 1 loss 0.04536:  62%|██████▏   | 3467/5632 [19:27<11:09,  3.23it/s]
epoch 1 loss 0.04534:  62%|██████▏   | 3467/5632 [19:27<11:09,  3.23it/s]
epoch 1 loss 0.04534:  62%|██████▏   | 3468/5632 [19:27<11:09,  3.23it/s]
epoch 1 loss 0.04533:  62%|██████▏   | 3468/5632 [19:27<11:09,  3.23it/s]
epoch 1 loss 0.04533:  62%|██████▏   | 3469/5632 [19:27<11:09,  3.23it/s]
epoch 1 loss 0.04532:  62%|██████▏   | 3469/5632 [19:28<11:09,  3.23it/s]
epoch 1 loss 0.04532:  62%|██████▏   | 3470/5632 [19:28<11:09,  3.23it/s]
epoch 1 loss 0.04531:  62%|██████▏   | 3470/5632 [19:28<11:09,  3.23it/s]
epoch 1 loss 0.04531:  62%|██████▏   | 3471/5632 [19:28<11:10,  3.22it/s]
epoch 1 loss 0.04534:  62%|██████▏   | 3471/5632 [19:28<11:10,  3.22it/s]
epoch 1 loss 0.04534:  62%|██████▏   | 3472/5632 [19:28<11:09,  3.22it/s]
epoch 1 loss 0.04533:  62%|██████▏   | 3472/5632 [19:28<11:09,  3.22it/s]
epoch 1 loss 0.04533:  62%|██████▏   | 3473/5632 [19:28<11:08,  3.23it/s]
epoch 1 loss 0.04532:  62%|██████▏   | 3473/5632 [19:29<11:08,  3.23it/s]
epoch 1 loss 0.04532:  62%|██████▏   | 3474/5632 [19:29<11:07,  3.23it/s]
epoch 1 loss 0.0453:  62%|██████▏   | 3474/5632 [19:29<11:07,  3.23it/s] 
epoch 1 loss 0.0453:  62%|██████▏   | 3475/5632 [19:29<11:06,  3.24it/s]
epoch 1 loss 0.04529:  62%|██████▏   | 3475/5632 [19:29<11:06,  3.24it/s]
epoch 1 loss 0.04529:  62%|██████▏   | 3476/5632 [19:29<11:07,  3.23it/s]
epoch 1 loss 0.04528:  62%|██████▏   | 3476/5632 [19:30<11:07,  3.23it/s]
epoch 1 loss 0.04528:  62%|██████▏   | 3477/5632 [19:30<11:06,  3.23it/s]
epoch 1 loss 0.04527:  62%|██████▏   | 3477/5632 [19:30<11:06,  3.23it/s]
epoch 1 loss 0.04527:  62%|██████▏   | 3478/5632 [19:30<11:06,  3.23it/s]
epoch 1 loss 0.04526:  62%|██████▏   | 3478/5632 [19:30<11:06,  3.23it/s]
epoch 1 loss 0.04526:  62%|██████▏   | 3479/5632 [19:30<11:07,  3.23it/s]
epoch 1 loss 0.04525:  62%|██████▏   | 3479/5632 [19:31<11:07,  3.23it/s]
epoch 1 loss 0.04525:  62%|██████▏   | 3480/5632 [19:31<11:07,  3.22it/s]
epoch 1 loss 0.04523:  62%|██████▏   | 3480/5632 [19:31<11:07,  3.22it/s]
epoch 1 loss 0.04523:  62%|██████▏   | 3481/5632 [19:31<11:07,  3.22it/s]
epoch 1 loss 0.04522:  62%|██████▏   | 3481/5632 [19:31<11:07,  3.22it/s]
epoch 1 loss 0.04522:  62%|██████▏   | 3482/5632 [19:31<11:06,  3.23it/s]
epoch 1 loss 0.04521:  62%|██████▏   | 3482/5632 [19:33<11:06,  3.23it/s]
epoch 1 loss 0.04521:  62%|██████▏   | 3483/5632 [19:33<22:46,  1.57it/s]
epoch 1 loss 0.0452:  62%|██████▏   | 3483/5632 [19:33<22:46,  1.57it/s] 
epoch 1 loss 0.0452:  62%|██████▏   | 3484/5632 [19:33<19:16,  1.86it/s]
epoch 1 loss 0.04518:  62%|██████▏   | 3484/5632 [19:33<19:16,  1.86it/s]
epoch 1 loss 0.04518:  62%|██████▏   | 3485/5632 [19:33<16:48,  2.13it/s]
epoch 1 loss 0.04517:  62%|██████▏   | 3485/5632 [19:34<16:48,  2.13it/s]
epoch 1 loss 0.04517:  62%|██████▏   | 3486/5632 [19:34<15:05,  2.37it/s]
epoch 1 loss 0.04516:  62%|██████▏   | 3486/5632 [19:34<15:05,  2.37it/s]
epoch 1 loss 0.04516:  62%|██████▏   | 3487/5632 [19:34<13:52,  2.58it/s]
epoch 1 loss 0.04515:  62%|██████▏   | 3487/5632 [19:34<13:52,  2.58it/s]
epoch 1 loss 0.04515:  62%|██████▏   | 3488/5632 [19:34<13:01,  2.74it/s]
epoch 1 loss 0.04514:  62%|██████▏   | 3488/5632 [19:34<13:01,  2.74it/s]
epoch 1 loss 0.04514:  62%|██████▏   | 3489/5632 [19:35<12:25,  2.87it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3489/5632 [19:35<12:25,  2.87it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3490/5632 [19:35<12:00,  2.97it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3490/5632 [19:35<12:00,  2.97it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3491/5632 [19:35<11:43,  3.04it/s]
epoch 1 loss 0.0451:  62%|██████▏   | 3491/5632 [19:35<11:43,  3.04it/s] 
epoch 1 loss 0.0451:  62%|██████▏   | 3492/5632 [19:35<11:30,  3.10it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3492/5632 [19:36<11:30,  3.10it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3493/5632 [19:36<11:21,  3.14it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3493/5632 [19:36<11:21,  3.14it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3494/5632 [19:36<11:15,  3.16it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3494/5632 [19:36<11:15,  3.16it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3495/5632 [19:36<11:10,  3.19it/s]
epoch 1 loss 0.04505:  62%|██████▏   | 3495/5632 [19:37<11:10,  3.19it/s]
epoch 1 loss 0.04505:  62%|██████▏   | 3496/5632 [19:37<11:08,  3.20it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3496/5632 [19:37<11:08,  3.20it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3497/5632 [19:37<11:05,  3.21it/s]
epoch 1 loss 0.04512:  62%|██████▏   | 3497/5632 [19:37<11:05,  3.21it/s]
epoch 1 loss 0.04512:  62%|██████▏   | 3498/5632 [19:37<11:02,  3.22it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3498/5632 [19:38<11:02,  3.22it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3499/5632 [19:38<11:01,  3.22it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3499/5632 [19:38<11:01,  3.22it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3500/5632 [19:38<11:01,  3.22it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3500/5632 [19:38<11:01,  3.22it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3501/5632 [19:38<11:00,  3.23it/s]
epoch 1 loss 0.04507:  62%|██████▏   | 3501/5632 [19:39<11:00,  3.23it/s]
epoch 1 loss 0.04507:  62%|██████▏   | 3502/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04505:  62%|██████▏   | 3502/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04505:  62%|██████▏   | 3503/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04504:  62%|██████▏   | 3503/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04504:  62%|██████▏   | 3504/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04503:  62%|██████▏   | 3504/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04503:  62%|██████▏   | 3505/5632 [19:39<10:59,  3.23it/s]
epoch 1 loss 0.04502:  62%|██████▏   | 3505/5632 [19:40<10:59,  3.23it/s]
epoch 1 loss 0.04502:  62%|██████▏   | 3506/5632 [19:40<10:58,  3.23it/s]
epoch 1 loss 0.04501:  62%|██████▏   | 3506/5632 [19:40<10:58,  3.23it/s]
epoch 1 loss 0.04501:  62%|██████▏   | 3507/5632 [19:40<10:57,  3.23it/s]
epoch 1 loss 0.045:  62%|██████▏   | 3507/5632 [19:40<10:57,  3.23it/s]  
epoch 1 loss 0.045:  62%|██████▏   | 3508/5632 [19:40<10:57,  3.23it/s]
epoch 1 loss 0.04503:  62%|██████▏   | 3508/5632 [19:41<10:57,  3.23it/s]
epoch 1 loss 0.04503:  62%|██████▏   | 3509/5632 [19:41<10:56,  3.23it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3509/5632 [19:41<10:56,  3.23it/s]
epoch 1 loss 0.04509:  62%|██████▏   | 3510/5632 [19:41<10:56,  3.23it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3510/5632 [19:41<10:56,  3.23it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3511/5632 [19:41<10:56,  3.23it/s]
epoch 1 loss 0.04507:  62%|██████▏   | 3511/5632 [19:42<10:56,  3.23it/s]
epoch 1 loss 0.04507:  62%|██████▏   | 3512/5632 [19:42<10:55,  3.23it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3512/5632 [19:42<10:55,  3.23it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3513/5632 [19:42<10:55,  3.23it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3513/5632 [19:42<10:55,  3.23it/s]
epoch 1 loss 0.04506:  62%|██████▏   | 3514/5632 [19:42<10:54,  3.24it/s]
epoch 1 loss 0.04515:  62%|██████▏   | 3514/5632 [19:43<10:54,  3.24it/s]
epoch 1 loss 0.04515:  62%|██████▏   | 3515/5632 [19:43<10:55,  3.23it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3515/5632 [19:43<10:55,  3.23it/s]
epoch 1 loss 0.04513:  62%|██████▏   | 3516/5632 [19:43<10:54,  3.23it/s]
epoch 1 loss 0.04512:  62%|██████▏   | 3516/5632 [19:43<10:54,  3.23it/s]
epoch 1 loss 0.04512:  62%|██████▏   | 3517/5632 [19:43<10:54,  3.23it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3517/5632 [19:43<10:54,  3.23it/s]
epoch 1 loss 0.04511:  62%|██████▏   | 3518/5632 [19:43<10:54,  3.23it/s]
epoch 1 loss 0.0451:  62%|██████▏   | 3518/5632 [19:44<10:54,  3.23it/s] 
epoch 1 loss 0.0451:  62%|██████▏   | 3519/5632 [19:44<10:55,  3.22it/s]
epoch 1 loss 0.04508:  62%|██████▏   | 3519/5632 [19:44<10:55,  3.22it/s]
epoch 1 loss 0.04508:  62%|██████▎   | 3520/5632 [19:44<10:57,  3.21it/s]
epoch 1 loss 0.04507:  62%|██████▎   | 3520/5632 [19:44<10:57,  3.21it/s]
epoch 1 loss 0.04507:  63%|██████▎   | 3521/5632 [19:44<10:55,  3.22it/s]
epoch 1 loss 0.04506:  63%|██████▎   | 3521/5632 [19:45<10:55,  3.22it/s]
epoch 1 loss 0.04506:  63%|██████▎   | 3522/5632 [19:45<10:55,  3.22it/s]
epoch 1 loss 0.04505:  63%|██████▎   | 3522/5632 [19:45<10:55,  3.22it/s]
epoch 1 loss 0.04505:  63%|██████▎   | 3523/5632 [19:45<10:54,  3.22it/s]
epoch 1 loss 0.04503:  63%|██████▎   | 3523/5632 [19:45<10:54,  3.22it/s]
epoch 1 loss 0.04503:  63%|██████▎   | 3524/5632 [19:45<10:54,  3.22it/s]
epoch 1 loss 0.04502:  63%|██████▎   | 3524/5632 [19:46<10:54,  3.22it/s]
epoch 1 loss 0.04502:  63%|██████▎   | 3525/5632 [19:46<10:53,  3.22it/s]
epoch 1 loss 0.04501:  63%|██████▎   | 3525/5632 [19:46<10:53,  3.22it/s]
epoch 1 loss 0.04501:  63%|██████▎   | 3526/5632 [19:46<10:53,  3.22it/s]
epoch 1 loss 0.045:  63%|██████▎   | 3526/5632 [19:46<10:53,  3.22it/s]  
epoch 1 loss 0.045:  63%|██████▎   | 3527/5632 [19:46<10:53,  3.22it/s]
epoch 1 loss 0.04498:  63%|██████▎   | 3527/5632 [19:47<10:53,  3.22it/s]
epoch 1 loss 0.04498:  63%|██████▎   | 3528/5632 [19:47<10:53,  3.22it/s]
epoch 1 loss 0.04497:  63%|██████▎   | 3528/5632 [19:47<10:53,  3.22it/s]
epoch 1 loss 0.04497:  63%|██████▎   | 3529/5632 [19:47<10:52,  3.22it/s]
epoch 1 loss 0.04499:  63%|██████▎   | 3529/5632 [19:48<10:52,  3.22it/s]
epoch 1 loss 0.04499:  63%|██████▎   | 3530/5632 [19:48<23:12,  1.51it/s]
epoch 1 loss 0.04497:  63%|██████▎   | 3530/5632 [19:49<23:12,  1.51it/s]
epoch 1 loss 0.04497:  63%|██████▎   | 3531/5632 [19:49<19:29,  1.80it/s]
epoch 1 loss 0.04496:  63%|██████▎   | 3531/5632 [19:49<19:29,  1.80it/s]
epoch 1 loss 0.04496:  63%|██████▎   | 3532/5632 [19:49<16:53,  2.07it/s]
epoch 1 loss 0.04495:  63%|██████▎   | 3532/5632 [19:49<16:53,  2.07it/s]
epoch 1 loss 0.04495:  63%|██████▎   | 3533/5632 [19:49<15:03,  2.32it/s]
epoch 1 loss 0.04494:  63%|██████▎   | 3533/5632 [19:50<15:03,  2.32it/s]
epoch 1 loss 0.04494:  63%|██████▎   | 3534/5632 [19:50<13:47,  2.54it/s]
epoch 1 loss 0.04492:  63%|██████▎   | 3534/5632 [19:50<13:47,  2.54it/s]
epoch 1 loss 0.04492:  63%|██████▎   | 3535/5632 [19:50<12:53,  2.71it/s]
epoch 1 loss 0.04491:  63%|██████▎   | 3535/5632 [19:50<12:53,  2.71it/s]
epoch 1 loss 0.04491:  63%|██████▎   | 3536/5632 [19:50<12:16,  2.85it/s]
epoch 1 loss 0.0449:  63%|██████▎   | 3536/5632 [19:51<12:16,  2.85it/s] 
epoch 1 loss 0.0449:  63%|██████▎   | 3537/5632 [19:51<11:49,  2.95it/s]
epoch 1 loss 0.04489:  63%|██████▎   | 3537/5632 [19:51<11:49,  2.95it/s]
epoch 1 loss 0.04489:  63%|██████▎   | 3538/5632 [19:51<11:30,  3.03it/s]
epoch 1 loss 0.04487:  63%|██████▎   | 3538/5632 [19:51<11:30,  3.03it/s]
epoch 1 loss 0.04487:  63%|██████▎   | 3539/5632 [19:51<11:17,  3.09it/s]
epoch 1 loss 0.04486:  63%|██████▎   | 3539/5632 [19:51<11:17,  3.09it/s]
epoch 1 loss 0.04486:  63%|██████▎   | 3540/5632 [19:51<11:08,  3.13it/s]
epoch 1 loss 0.04485:  63%|██████▎   | 3540/5632 [19:52<11:08,  3.13it/s]
epoch 1 loss 0.04485:  63%|██████▎   | 3541/5632 [19:52<11:02,  3.16it/s]
epoch 1 loss 0.04484:  63%|██████▎   | 3541/5632 [19:52<11:02,  3.16it/s]
epoch 1 loss 0.04484:  63%|██████▎   | 3542/5632 [19:52<10:56,  3.18it/s]
epoch 1 loss 0.04483:  63%|██████▎   | 3542/5632 [19:52<10:56,  3.18it/s]
epoch 1 loss 0.04483:  63%|██████▎   | 3543/5632 [19:52<10:54,  3.19it/s]
epoch 1 loss 0.04482:  63%|██████▎   | 3543/5632 [19:53<10:54,  3.19it/s]
epoch 1 loss 0.04482:  63%|██████▎   | 3544/5632 [19:53<10:52,  3.20it/s]
epoch 1 loss 0.0448:  63%|██████▎   | 3544/5632 [19:53<10:52,  3.20it/s] 
epoch 1 loss 0.0448:  63%|██████▎   | 3545/5632 [19:53<10:49,  3.21it/s]
epoch 1 loss 0.04479:  63%|██████▎   | 3545/5632 [19:53<10:49,  3.21it/s]
epoch 1 loss 0.04479:  63%|██████▎   | 3546/5632 [19:53<10:48,  3.22it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3546/5632 [19:54<10:48,  3.22it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3547/5632 [19:54<10:45,  3.23it/s]
epoch 1 loss 0.04477:  63%|██████▎   | 3547/5632 [19:54<10:45,  3.23it/s]
epoch 1 loss 0.04477:  63%|██████▎   | 3548/5632 [19:54<10:45,  3.23it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3548/5632 [19:54<10:45,  3.23it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3549/5632 [19:54<10:45,  3.23it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3549/5632 [19:55<10:45,  3.23it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3550/5632 [19:55<10:45,  3.23it/s]
epoch 1 loss 0.04473:  63%|██████▎   | 3550/5632 [19:55<10:45,  3.23it/s]
epoch 1 loss 0.04473:  63%|██████▎   | 3551/5632 [19:55<10:44,  3.23it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3551/5632 [19:55<10:44,  3.23it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3552/5632 [19:55<10:44,  3.23it/s]
epoch 1 loss 0.04476:  63%|██████▎   | 3552/5632 [19:55<10:44,  3.23it/s]
epoch 1 loss 0.04476:  63%|██████▎   | 3553/5632 [19:56<10:43,  3.23it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3553/5632 [19:56<10:43,  3.23it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3554/5632 [19:56<10:42,  3.24it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3554/5632 [19:56<10:42,  3.24it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3555/5632 [19:56<10:41,  3.24it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3555/5632 [19:56<10:41,  3.24it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3556/5632 [19:56<10:42,  3.23it/s]
epoch 1 loss 0.04471:  63%|██████▎   | 3556/5632 [19:57<10:42,  3.23it/s]
epoch 1 loss 0.04471:  63%|██████▎   | 3557/5632 [19:57<10:41,  3.23it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3557/5632 [19:57<10:41,  3.23it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3558/5632 [19:57<10:41,  3.23it/s]
epoch 1 loss 0.04476:  63%|██████▎   | 3558/5632 [19:57<10:41,  3.23it/s]
epoch 1 loss 0.04476:  63%|██████▎   | 3559/5632 [19:57<10:40,  3.24it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3559/5632 [19:58<10:40,  3.24it/s]
epoch 1 loss 0.04475:  63%|██████▎   | 3560/5632 [19:58<10:41,  3.23it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3560/5632 [19:58<10:41,  3.23it/s]
epoch 1 loss 0.04474:  63%|██████▎   | 3561/5632 [19:58<10:40,  3.23it/s]
epoch 1 loss 0.04473:  63%|██████▎   | 3561/5632 [19:58<10:40,  3.23it/s]
epoch 1 loss 0.04473:  63%|██████▎   | 3562/5632 [19:58<10:40,  3.23it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3562/5632 [19:59<10:40,  3.23it/s]
epoch 1 loss 0.04472:  63%|██████▎   | 3563/5632 [19:59<10:39,  3.23it/s]
epoch 1 loss 0.04471:  63%|██████▎   | 3563/5632 [19:59<10:39,  3.23it/s]
epoch 1 loss 0.04471:  63%|██████▎   | 3564/5632 [19:59<10:40,  3.23it/s]
epoch 1 loss 0.0447:  63%|██████▎   | 3564/5632 [19:59<10:40,  3.23it/s] 
epoch 1 loss 0.0447:  63%|██████▎   | 3565/5632 [19:59<10:39,  3.23it/s]
epoch 1 loss 0.04469:  63%|██████▎   | 3565/5632 [20:00<10:39,  3.23it/s]
epoch 1 loss 0.04469:  63%|██████▎   | 3566/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.0448:  63%|██████▎   | 3566/5632 [20:00<10:38,  3.23it/s] 
epoch 1 loss 0.0448:  63%|██████▎   | 3567/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.04479:  63%|██████▎   | 3567/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.04479:  63%|██████▎   | 3568/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3568/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.04478:  63%|██████▎   | 3569/5632 [20:00<10:38,  3.23it/s]
epoch 1 loss 0.04489:  63%|██████▎   | 3569/5632 [20:01<10:38,  3.23it/s]
epoch 1 loss 0.04489:  63%|██████▎   | 3570/5632 [20:01<10:38,  3.23it/s]
epoch 1 loss 0.04487:  63%|██████▎   | 3570/5632 [20:01<10:38,  3.23it/s]
epoch 1 loss 0.04487:  63%|██████▎   | 3571/5632 [20:01<10:36,  3.24it/s]
epoch 1 loss 0.04486:  63%|██████▎   | 3571/5632 [20:01<10:36,  3.24it/s]
epoch 1 loss 0.04486:  63%|██████▎   | 3572/5632 [20:01<10:37,  3.23it/s]
epoch 1 loss 0.04485:  63%|██████▎   | 3572/5632 [20:02<10:37,  3.23it/s]
epoch 1 loss 0.04485:  63%|██████▎   | 3573/5632 [20:02<10:36,  3.24it/s]
epoch 1 loss 0.04484:  63%|██████▎   | 3573/5632 [20:02<10:36,  3.24it/s]
epoch 1 loss 0.04484:  63%|██████▎   | 3574/5632 [20:02<10:36,  3.23it/s]
epoch 1 loss 0.04483:  63%|██████▎   | 3574/5632 [20:02<10:36,  3.23it/s]
epoch 1 loss 0.04483:  63%|██████▎   | 3575/5632 [20:02<10:36,  3.23it/s]
epoch 1 loss 0.04482:  63%|██████▎   | 3575/5632 [20:03<10:36,  3.23it/s]
epoch 1 loss 0.04482:  63%|██████▎   | 3576/5632 [20:03<10:35,  3.23it/s]
epoch 1 loss 0.0448:  63%|██████▎   | 3576/5632 [20:04<10:35,  3.23it/s] 
epoch 1 loss 0.0448:  64%|██████▎   | 3577/5632 [20:04<24:18,  1.41it/s]
epoch 1 loss 0.04479:  64%|██████▎   | 3577/5632 [20:05<24:18,  1.41it/s]
epoch 1 loss 0.04479:  64%|██████▎   | 3578/5632 [20:05<20:10,  1.70it/s]
epoch 1 loss 0.04478:  64%|██████▎   | 3578/5632 [20:05<20:10,  1.70it/s]
epoch 1 loss 0.04478:  64%|██████▎   | 3579/5632 [20:05<17:17,  1.98it/s]
epoch 1 loss 0.04477:  64%|██████▎   | 3579/5632 [20:05<17:17,  1.98it/s]
epoch 1 loss 0.04477:  64%|██████▎   | 3580/5632 [20:05<15:15,  2.24it/s]
epoch 1 loss 0.04476:  64%|██████▎   | 3580/5632 [20:05<15:15,  2.24it/s]
epoch 1 loss 0.04476:  64%|██████▎   | 3581/5632 [20:05<13:50,  2.47it/s]
epoch 1 loss 0.04474:  64%|██████▎   | 3581/5632 [20:06<13:50,  2.47it/s]
epoch 1 loss 0.04474:  64%|██████▎   | 3582/5632 [20:06<12:50,  2.66it/s]
epoch 1 loss 0.04473:  64%|██████▎   | 3582/5632 [20:06<12:50,  2.66it/s]
epoch 1 loss 0.04473:  64%|██████▎   | 3583/5632 [20:06<12:08,  2.81it/s]
epoch 1 loss 0.04472:  64%|██████▎   | 3583/5632 [20:06<12:08,  2.81it/s]
epoch 1 loss 0.04472:  64%|██████▎   | 3584/5632 [20:06<11:40,  2.93it/s]
epoch 1 loss 0.04471:  64%|██████▎   | 3584/5632 [20:07<11:40,  2.93it/s]
epoch 1 loss 0.04471:  64%|██████▎   | 3585/5632 [20:07<11:19,  3.01it/s]
epoch 1 loss 0.0447:  64%|██████▎   | 3585/5632 [20:07<11:19,  3.01it/s] 
epoch 1 loss 0.0447:  64%|██████▎   | 3586/5632 [20:07<11:06,  3.07it/s]
epoch 1 loss 0.04469:  64%|██████▎   | 3586/5632 [20:07<11:06,  3.07it/s]
epoch 1 loss 0.04469:  64%|██████▎   | 3587/5632 [20:07<10:55,  3.12it/s]
epoch 1 loss 0.04467:  64%|██████▎   | 3587/5632 [20:08<10:55,  3.12it/s]
epoch 1 loss 0.04467:  64%|██████▎   | 3588/5632 [20:08<10:48,  3.15it/s]
epoch 1 loss 0.04472:  64%|██████▎   | 3588/5632 [20:08<10:48,  3.15it/s]
epoch 1 loss 0.04472:  64%|██████▎   | 3589/5632 [20:08<10:43,  3.18it/s]
epoch 1 loss 0.04471:  64%|██████▎   | 3589/5632 [20:08<10:43,  3.18it/s]
epoch 1 loss 0.04471:  64%|██████▎   | 3590/5632 [20:08<10:39,  3.19it/s]
epoch 1 loss 0.0447:  64%|██████▎   | 3590/5632 [20:09<10:39,  3.19it/s] 
epoch 1 loss 0.0447:  64%|██████▍   | 3591/5632 [20:09<10:36,  3.20it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3591/5632 [20:09<10:36,  3.20it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3592/5632 [20:09<10:34,  3.22it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3592/5632 [20:09<10:34,  3.22it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3593/5632 [20:09<10:33,  3.22it/s]
epoch 1 loss 0.04473:  64%|██████▍   | 3593/5632 [20:10<10:33,  3.22it/s]
epoch 1 loss 0.04473:  64%|██████▍   | 3594/5632 [20:10<10:32,  3.22it/s]
epoch 1 loss 0.04472:  64%|██████▍   | 3594/5632 [20:10<10:32,  3.22it/s]
epoch 1 loss 0.04472:  64%|██████▍   | 3595/5632 [20:10<10:31,  3.23it/s]
epoch 1 loss 0.0447:  64%|██████▍   | 3595/5632 [20:10<10:31,  3.23it/s] 
epoch 1 loss 0.0447:  64%|██████▍   | 3596/5632 [20:10<10:31,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3596/5632 [20:10<10:31,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3597/5632 [20:10<10:30,  3.23it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3597/5632 [20:11<10:30,  3.23it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3598/5632 [20:11<10:31,  3.22it/s]
epoch 1 loss 0.04474:  64%|██████▍   | 3598/5632 [20:11<10:31,  3.22it/s]
epoch 1 loss 0.04474:  64%|██████▍   | 3599/5632 [20:11<10:30,  3.23it/s]
epoch 1 loss 0.04473:  64%|██████▍   | 3599/5632 [20:11<10:30,  3.23it/s]
epoch 1 loss 0.04473:  64%|██████▍   | 3600/5632 [20:11<10:30,  3.22it/s]
epoch 1 loss 0.04471:  64%|██████▍   | 3600/5632 [20:12<10:30,  3.22it/s]
epoch 1 loss 0.04471:  64%|██████▍   | 3601/5632 [20:12<10:29,  3.23it/s]
epoch 1 loss 0.0447:  64%|██████▍   | 3601/5632 [20:12<10:29,  3.23it/s] 
epoch 1 loss 0.0447:  64%|██████▍   | 3602/5632 [20:12<10:27,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3602/5632 [20:12<10:27,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3603/5632 [20:12<10:27,  3.23it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3603/5632 [20:13<10:27,  3.23it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3604/5632 [20:13<10:27,  3.23it/s]
epoch 1 loss 0.04467:  64%|██████▍   | 3604/5632 [20:13<10:27,  3.23it/s]
epoch 1 loss 0.04467:  64%|██████▍   | 3605/5632 [20:13<10:26,  3.24it/s]
epoch 1 loss 0.04466:  64%|██████▍   | 3605/5632 [20:13<10:26,  3.24it/s]
epoch 1 loss 0.04466:  64%|██████▍   | 3606/5632 [20:13<10:26,  3.24it/s]
epoch 1 loss 0.04465:  64%|██████▍   | 3606/5632 [20:14<10:26,  3.24it/s]
epoch 1 loss 0.04465:  64%|██████▍   | 3607/5632 [20:14<10:25,  3.24it/s]
epoch 1 loss 0.04464:  64%|██████▍   | 3607/5632 [20:14<10:25,  3.24it/s]
epoch 1 loss 0.04464:  64%|██████▍   | 3608/5632 [20:14<10:26,  3.23it/s]
epoch 1 loss 0.04463:  64%|██████▍   | 3608/5632 [20:14<10:26,  3.23it/s]
epoch 1 loss 0.04463:  64%|██████▍   | 3609/5632 [20:14<10:25,  3.23it/s]
epoch 1 loss 0.04462:  64%|██████▍   | 3609/5632 [20:14<10:25,  3.23it/s]
epoch 1 loss 0.04462:  64%|██████▍   | 3610/5632 [20:14<10:25,  3.23it/s]
epoch 1 loss 0.0446:  64%|██████▍   | 3610/5632 [20:15<10:25,  3.23it/s] 
epoch 1 loss 0.0446:  64%|██████▍   | 3611/5632 [20:15<10:24,  3.24it/s]
epoch 1 loss 0.0447:  64%|██████▍   | 3611/5632 [20:15<10:24,  3.24it/s]
epoch 1 loss 0.0447:  64%|██████▍   | 3612/5632 [20:15<10:25,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3612/5632 [20:15<10:25,  3.23it/s]
epoch 1 loss 0.04469:  64%|██████▍   | 3613/5632 [20:15<10:23,  3.24it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3613/5632 [20:16<10:23,  3.24it/s]
epoch 1 loss 0.04468:  64%|██████▍   | 3614/5632 [20:16<10:23,  3.24it/s]
epoch 1 loss 0.04467:  64%|██████▍   | 3614/5632 [20:16<10:23,  3.24it/s]
epoch 1 loss 0.04467:  64%|██████▍   | 3615/5632 [20:16<10:24,  3.23it/s]
epoch 1 loss 0.04466:  64%|██████▍   | 3615/5632 [20:16<10:24,  3.23it/s]
epoch 1 loss 0.04466:  64%|██████▍   | 3616/5632 [20:16<10:24,  3.23it/s]
epoch 1 loss 0.04465:  64%|██████▍   | 3616/5632 [20:17<10:24,  3.23it/s]
epoch 1 loss 0.04465:  64%|██████▍   | 3617/5632 [20:17<10:23,  3.23it/s]
epoch 1 loss 0.04463:  64%|██████▍   | 3617/5632 [20:17<10:23,  3.23it/s]
epoch 1 loss 0.04463:  64%|██████▍   | 3618/5632 [20:17<10:23,  3.23it/s]
epoch 1 loss 0.04462:  64%|██████▍   | 3618/5632 [20:17<10:23,  3.23it/s]
epoch 1 loss 0.04462:  64%|██████▍   | 3619/5632 [20:17<10:23,  3.23it/s]
epoch 1 loss 0.04461:  64%|██████▍   | 3619/5632 [20:18<10:23,  3.23it/s]
epoch 1 loss 0.04461:  64%|██████▍   | 3620/5632 [20:18<10:22,  3.23it/s]
epoch 1 loss 0.0446:  64%|██████▍   | 3620/5632 [20:18<10:22,  3.23it/s] 
epoch 1 loss 0.0446:  64%|██████▍   | 3621/5632 [20:18<10:21,  3.24it/s]
epoch 1 loss 0.04459:  64%|██████▍   | 3621/5632 [20:18<10:21,  3.24it/s]
epoch 1 loss 0.04459:  64%|██████▍   | 3622/5632 [20:18<10:21,  3.23it/s]
epoch 1 loss 0.04457:  64%|██████▍   | 3622/5632 [20:18<10:21,  3.23it/s]
epoch 1 loss 0.04457:  64%|██████▍   | 3623/5632 [20:18<10:20,  3.24it/s]
epoch 1 loss 0.04456:  64%|██████▍   | 3623/5632 [20:20<10:20,  3.24it/s]
epoch 1 loss 0.04456:  64%|██████▍   | 3624/5632 [20:20<21:39,  1.54it/s]
epoch 1 loss 0.04455:  64%|██████▍   | 3624/5632 [20:20<21:39,  1.54it/s]
epoch 1 loss 0.04455:  64%|██████▍   | 3625/5632 [20:20<18:15,  1.83it/s]
epoch 1 loss 0.04454:  64%|██████▍   | 3625/5632 [20:21<18:15,  1.83it/s]
epoch 1 loss 0.04454:  64%|██████▍   | 3626/5632 [20:21<15:52,  2.11it/s]
epoch 1 loss 0.04453:  64%|██████▍   | 3626/5632 [20:21<15:52,  2.11it/s]
epoch 1 loss 0.04453:  64%|██████▍   | 3627/5632 [20:21<14:12,  2.35it/s]
epoch 1 loss 0.04452:  64%|██████▍   | 3627/5632 [20:21<14:12,  2.35it/s]
epoch 1 loss 0.04452:  64%|██████▍   | 3628/5632 [20:21<13:03,  2.56it/s]
epoch 1 loss 0.0445:  64%|██████▍   | 3628/5632 [20:21<13:03,  2.56it/s] 
epoch 1 loss 0.0445:  64%|██████▍   | 3629/5632 [20:21<12:13,  2.73it/s]
epoch 1 loss 0.04449:  64%|██████▍   | 3629/5632 [20:22<12:13,  2.73it/s]
epoch 1 loss 0.04449:  64%|██████▍   | 3630/5632 [20:22<11:38,  2.87it/s]
epoch 1 loss 0.04448:  64%|██████▍   | 3630/5632 [20:22<11:38,  2.87it/s]
epoch 1 loss 0.04448:  64%|██████▍   | 3631/5632 [20:22<11:14,  2.97it/s]
epoch 1 loss 0.04447:  64%|██████▍   | 3631/5632 [20:22<11:14,  2.97it/s]
epoch 1 loss 0.04447:  64%|██████▍   | 3632/5632 [20:22<10:58,  3.04it/s]
epoch 1 loss 0.04457:  64%|██████▍   | 3632/5632 [20:23<10:58,  3.04it/s]
epoch 1 loss 0.04457:  65%|██████▍   | 3633/5632 [20:23<10:45,  3.10it/s]
epoch 1 loss 0.04456:  65%|██████▍   | 3633/5632 [20:23<10:45,  3.10it/s]
epoch 1 loss 0.04456:  65%|██████▍   | 3634/5632 [20:23<10:36,  3.14it/s]
epoch 1 loss 0.04455:  65%|██████▍   | 3634/5632 [20:23<10:36,  3.14it/s]
epoch 1 loss 0.04455:  65%|██████▍   | 3635/5632 [20:23<10:30,  3.17it/s]
epoch 1 loss 0.04454:  65%|██████▍   | 3635/5632 [20:24<10:30,  3.17it/s]
epoch 1 loss 0.04454:  65%|██████▍   | 3636/5632 [20:24<10:25,  3.19it/s]
epoch 1 loss 0.04453:  65%|██████▍   | 3636/5632 [20:24<10:25,  3.19it/s]
epoch 1 loss 0.04453:  65%|██████▍   | 3637/5632 [20:24<10:21,  3.21it/s]
epoch 1 loss 0.04451:  65%|██████▍   | 3637/5632 [20:24<10:21,  3.21it/s]
epoch 1 loss 0.04451:  65%|██████▍   | 3638/5632 [20:24<10:20,  3.22it/s]
epoch 1 loss 0.0445:  65%|██████▍   | 3638/5632 [20:25<10:20,  3.22it/s] 
epoch 1 loss 0.0445:  65%|██████▍   | 3639/5632 [20:25<10:18,  3.22it/s]
epoch 1 loss 0.04449:  65%|██████▍   | 3639/5632 [20:25<10:18,  3.22it/s]
epoch 1 loss 0.04449:  65%|██████▍   | 3640/5632 [20:25<10:17,  3.23it/s]
epoch 1 loss 0.04448:  65%|██████▍   | 3640/5632 [20:25<10:17,  3.23it/s]
epoch 1 loss 0.04448:  65%|██████▍   | 3641/5632 [20:25<10:16,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▍   | 3641/5632 [20:25<10:16,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▍   | 3642/5632 [20:25<10:15,  3.23it/s]
epoch 1 loss 0.04446:  65%|██████▍   | 3642/5632 [20:26<10:15,  3.23it/s]
epoch 1 loss 0.04446:  65%|██████▍   | 3643/5632 [20:26<10:15,  3.23it/s]
epoch 1 loss 0.04445:  65%|██████▍   | 3643/5632 [20:26<10:15,  3.23it/s]
epoch 1 loss 0.04445:  65%|██████▍   | 3644/5632 [20:26<10:14,  3.24it/s]
epoch 1 loss 0.04449:  65%|██████▍   | 3644/5632 [20:26<10:14,  3.24it/s]
epoch 1 loss 0.04449:  65%|██████▍   | 3645/5632 [20:26<10:14,  3.24it/s]
epoch 1 loss 0.04448:  65%|██████▍   | 3645/5632 [20:27<10:14,  3.24it/s]
epoch 1 loss 0.04448:  65%|██████▍   | 3646/5632 [20:27<10:14,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▍   | 3646/5632 [20:27<10:14,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▍   | 3647/5632 [20:27<10:13,  3.24it/s]
epoch 1 loss 0.04446:  65%|██████▍   | 3647/5632 [20:27<10:13,  3.24it/s]
epoch 1 loss 0.04446:  65%|██████▍   | 3648/5632 [20:27<10:13,  3.23it/s]
epoch 1 loss 0.04444:  65%|██████▍   | 3648/5632 [20:28<10:13,  3.23it/s]
epoch 1 loss 0.04444:  65%|██████▍   | 3649/5632 [20:28<10:12,  3.24it/s]
epoch 1 loss 0.04443:  65%|██████▍   | 3649/5632 [20:28<10:12,  3.24it/s]
epoch 1 loss 0.04443:  65%|██████▍   | 3650/5632 [20:28<10:17,  3.21it/s]
epoch 1 loss 0.04442:  65%|██████▍   | 3650/5632 [20:28<10:17,  3.21it/s]
epoch 1 loss 0.04442:  65%|██████▍   | 3651/5632 [20:28<10:17,  3.21it/s]
epoch 1 loss 0.04441:  65%|██████▍   | 3651/5632 [20:29<10:17,  3.21it/s]
epoch 1 loss 0.04441:  65%|██████▍   | 3652/5632 [20:29<10:16,  3.21it/s]
epoch 1 loss 0.0444:  65%|██████▍   | 3652/5632 [20:29<10:16,  3.21it/s] 
epoch 1 loss 0.0444:  65%|██████▍   | 3653/5632 [20:29<10:15,  3.22it/s]
epoch 1 loss 0.04439:  65%|██████▍   | 3653/5632 [20:29<10:15,  3.22it/s]
epoch 1 loss 0.04439:  65%|██████▍   | 3654/5632 [20:29<10:14,  3.22it/s]
epoch 1 loss 0.04438:  65%|██████▍   | 3654/5632 [20:30<10:14,  3.22it/s]
epoch 1 loss 0.04438:  65%|██████▍   | 3655/5632 [20:30<10:13,  3.22it/s]
epoch 1 loss 0.04436:  65%|██████▍   | 3655/5632 [20:30<10:13,  3.22it/s]
epoch 1 loss 0.04436:  65%|██████▍   | 3656/5632 [20:30<10:11,  3.23it/s]
epoch 1 loss 0.04435:  65%|██████▍   | 3656/5632 [20:30<10:11,  3.23it/s]
epoch 1 loss 0.04435:  65%|██████▍   | 3657/5632 [20:30<10:13,  3.22it/s]
epoch 1 loss 0.04434:  65%|██████▍   | 3657/5632 [20:30<10:13,  3.22it/s]
epoch 1 loss 0.04434:  65%|██████▍   | 3658/5632 [20:30<10:12,  3.22it/s]
epoch 1 loss 0.04433:  65%|██████▍   | 3658/5632 [20:31<10:12,  3.22it/s]
epoch 1 loss 0.04433:  65%|██████▍   | 3659/5632 [20:31<10:12,  3.22it/s]
epoch 1 loss 0.04442:  65%|██████▍   | 3659/5632 [20:31<10:12,  3.22it/s]
epoch 1 loss 0.04442:  65%|██████▍   | 3660/5632 [20:31<10:12,  3.22it/s]
epoch 1 loss 0.04441:  65%|██████▍   | 3660/5632 [20:31<10:12,  3.22it/s]
epoch 1 loss 0.04441:  65%|██████▌   | 3661/5632 [20:31<10:11,  3.22it/s]
epoch 1 loss 0.04449:  65%|██████▌   | 3661/5632 [20:32<10:11,  3.22it/s]
epoch 1 loss 0.04449:  65%|██████▌   | 3662/5632 [20:32<10:11,  3.22it/s]
epoch 1 loss 0.04448:  65%|██████▌   | 3662/5632 [20:32<10:11,  3.22it/s]
epoch 1 loss 0.04448:  65%|██████▌   | 3663/5632 [20:32<10:10,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▌   | 3663/5632 [20:32<10:10,  3.23it/s]
epoch 1 loss 0.04447:  65%|██████▌   | 3664/5632 [20:32<10:10,  3.22it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3664/5632 [20:33<10:10,  3.22it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3665/5632 [20:33<10:09,  3.23it/s]
epoch 1 loss 0.0445:  65%|██████▌   | 3665/5632 [20:33<10:09,  3.23it/s] 
epoch 1 loss 0.0445:  65%|██████▌   | 3666/5632 [20:33<10:10,  3.22it/s]
epoch 1 loss 0.04456:  65%|██████▌   | 3666/5632 [20:33<10:10,  3.22it/s]
epoch 1 loss 0.04456:  65%|██████▌   | 3667/5632 [20:33<10:08,  3.23it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3667/5632 [20:34<10:08,  3.23it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3668/5632 [20:34<10:07,  3.23it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3668/5632 [20:34<10:07,  3.23it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3669/5632 [20:34<10:07,  3.23it/s]
epoch 1 loss 0.04458:  65%|██████▌   | 3669/5632 [20:34<10:07,  3.23it/s]
epoch 1 loss 0.04458:  65%|██████▌   | 3670/5632 [20:34<10:06,  3.23it/s]
epoch 1 loss 0.04457:  65%|██████▌   | 3670/5632 [20:36<10:06,  3.23it/s]
epoch 1 loss 0.04457:  65%|██████▌   | 3671/5632 [20:36<20:26,  1.60it/s]
epoch 1 loss 0.04456:  65%|██████▌   | 3671/5632 [20:36<20:26,  1.60it/s]
epoch 1 loss 0.04456:  65%|██████▌   | 3672/5632 [20:36<17:20,  1.88it/s]
epoch 1 loss 0.04455:  65%|██████▌   | 3672/5632 [20:36<17:20,  1.88it/s]
epoch 1 loss 0.04455:  65%|██████▌   | 3673/5632 [20:36<15:10,  2.15it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3673/5632 [20:36<15:10,  2.15it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3674/5632 [20:36<13:38,  2.39it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3674/5632 [20:37<13:38,  2.39it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3675/5632 [20:37<12:33,  2.60it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3675/5632 [20:37<12:33,  2.60it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3676/5632 [20:37<11:48,  2.76it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3676/5632 [20:37<11:48,  2.76it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3677/5632 [20:37<11:16,  2.89it/s]
epoch 1 loss 0.04455:  65%|██████▌   | 3677/5632 [20:38<11:16,  2.89it/s]
epoch 1 loss 0.04455:  65%|██████▌   | 3678/5632 [20:38<10:55,  2.98it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3678/5632 [20:38<10:55,  2.98it/s]
epoch 1 loss 0.04454:  65%|██████▌   | 3679/5632 [20:38<10:39,  3.05it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3679/5632 [20:38<10:39,  3.05it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3680/5632 [20:38<10:29,  3.10it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3680/5632 [20:39<10:29,  3.10it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3681/5632 [20:39<10:20,  3.15it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3681/5632 [20:39<10:20,  3.15it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3682/5632 [20:39<10:14,  3.17it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3682/5632 [20:39<10:14,  3.17it/s]
epoch 1 loss 0.04453:  65%|██████▌   | 3683/5632 [20:39<10:10,  3.19it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3683/5632 [20:40<10:10,  3.19it/s]
epoch 1 loss 0.04452:  65%|██████▌   | 3684/5632 [20:40<10:07,  3.20it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3684/5632 [20:40<10:07,  3.20it/s]
epoch 1 loss 0.04451:  65%|██████▌   | 3685/5632 [20:40<10:05,  3.22it/s]
epoch 1 loss 0.0446:  65%|██████▌   | 3685/5632 [20:40<10:05,  3.22it/s] 
epoch 1 loss 0.0446:  65%|██████▌   | 3686/5632 [20:40<10:04,  3.22it/s]
epoch 1 loss 0.04459:  65%|██████▌   | 3686/5632 [20:40<10:04,  3.22it/s]
epoch 1 loss 0.04459:  65%|██████▌   | 3687/5632 [20:40<10:05,  3.21it/s]
epoch 1 loss 0.04461:  65%|██████▌   | 3687/5632 [20:41<10:05,  3.21it/s]
epoch 1 loss 0.04461:  65%|██████▌   | 3688/5632 [20:41<10:05,  3.21it/s]
epoch 1 loss 0.0446:  65%|██████▌   | 3688/5632 [20:41<10:05,  3.21it/s] 
epoch 1 loss 0.0446:  66%|██████▌   | 3689/5632 [20:41<10:03,  3.22it/s]
epoch 1 loss 0.04459:  66%|██████▌   | 3689/5632 [20:41<10:03,  3.22it/s]
epoch 1 loss 0.04459:  66%|██████▌   | 3690/5632 [20:41<10:01,  3.23it/s]
epoch 1 loss 0.04457:  66%|██████▌   | 3690/5632 [20:42<10:01,  3.23it/s]
epoch 1 loss 0.04457:  66%|██████▌   | 3691/5632 [20:42<09:59,  3.24it/s]
epoch 1 loss 0.04456:  66%|██████▌   | 3691/5632 [20:42<09:59,  3.24it/s]
epoch 1 loss 0.04456:  66%|██████▌   | 3692/5632 [20:42<10:00,  3.23it/s]
epoch 1 loss 0.04455:  66%|██████▌   | 3692/5632 [20:42<10:00,  3.23it/s]
epoch 1 loss 0.04455:  66%|██████▌   | 3693/5632 [20:42<10:01,  3.23it/s]
epoch 1 loss 0.04454:  66%|██████▌   | 3693/5632 [20:43<10:01,  3.23it/s]
epoch 1 loss 0.04454:  66%|██████▌   | 3694/5632 [20:43<10:00,  3.23it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3694/5632 [20:43<10:00,  3.23it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3695/5632 [20:43<10:00,  3.23it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3695/5632 [20:43<10:00,  3.23it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3696/5632 [20:43<09:59,  3.23it/s]
epoch 1 loss 0.0445:  66%|██████▌   | 3696/5632 [20:44<09:59,  3.23it/s] 
epoch 1 loss 0.0445:  66%|██████▌   | 3697/5632 [20:44<09:59,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3697/5632 [20:44<09:59,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3698/5632 [20:44<09:57,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3698/5632 [20:44<09:57,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3699/5632 [20:44<09:57,  3.23it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3699/5632 [20:44<09:57,  3.23it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3700/5632 [20:45<09:58,  3.23it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3700/5632 [20:45<09:58,  3.23it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3701/5632 [20:45<09:55,  3.24it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3701/5632 [20:45<09:55,  3.24it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3702/5632 [20:45<09:55,  3.24it/s]
epoch 1 loss 0.04451:  66%|██████▌   | 3702/5632 [20:45<09:55,  3.24it/s]
epoch 1 loss 0.04451:  66%|██████▌   | 3703/5632 [20:45<09:55,  3.24it/s]
epoch 1 loss 0.0445:  66%|██████▌   | 3703/5632 [20:46<09:55,  3.24it/s] 
epoch 1 loss 0.0445:  66%|██████▌   | 3704/5632 [20:46<09:57,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3704/5632 [20:46<09:57,  3.23it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3705/5632 [20:46<09:55,  3.24it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3705/5632 [20:46<09:55,  3.24it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3706/5632 [20:46<09:55,  3.23it/s]
epoch 1 loss 0.04447:  66%|██████▌   | 3706/5632 [20:47<09:55,  3.23it/s]
epoch 1 loss 0.04447:  66%|██████▌   | 3707/5632 [20:47<09:55,  3.23it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3707/5632 [20:47<09:55,  3.23it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3708/5632 [20:47<09:52,  3.25it/s]
epoch 1 loss 0.04445:  66%|██████▌   | 3708/5632 [20:47<09:52,  3.25it/s]
epoch 1 loss 0.04445:  66%|██████▌   | 3709/5632 [20:47<09:53,  3.24it/s]
epoch 1 loss 0.04444:  66%|██████▌   | 3709/5632 [20:48<09:53,  3.24it/s]
epoch 1 loss 0.04444:  66%|██████▌   | 3710/5632 [20:48<09:53,  3.24it/s]
epoch 1 loss 0.04443:  66%|██████▌   | 3710/5632 [20:48<09:53,  3.24it/s]
epoch 1 loss 0.04443:  66%|██████▌   | 3711/5632 [20:48<09:54,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▌   | 3711/5632 [20:48<09:54,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▌   | 3712/5632 [20:48<09:54,  3.23it/s]
epoch 1 loss 0.0444:  66%|██████▌   | 3712/5632 [20:49<09:54,  3.23it/s] 
epoch 1 loss 0.0444:  66%|██████▌   | 3713/5632 [20:49<09:53,  3.23it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3713/5632 [20:49<09:53,  3.23it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3714/5632 [20:49<09:53,  3.23it/s]
epoch 1 loss 0.04445:  66%|██████▌   | 3714/5632 [20:49<09:53,  3.23it/s]
epoch 1 loss 0.04445:  66%|██████▌   | 3715/5632 [20:49<09:52,  3.23it/s]
epoch 1 loss 0.04444:  66%|██████▌   | 3715/5632 [20:49<09:52,  3.23it/s]
epoch 1 loss 0.04444:  66%|██████▌   | 3716/5632 [20:49<09:53,  3.23it/s]
epoch 1 loss 0.04443:  66%|██████▌   | 3716/5632 [20:50<09:53,  3.23it/s]
epoch 1 loss 0.04443:  66%|██████▌   | 3717/5632 [20:50<09:53,  3.23it/s]
epoch 1 loss 0.0445:  66%|██████▌   | 3717/5632 [20:51<09:53,  3.23it/s] 
epoch 1 loss 0.0445:  66%|██████▌   | 3718/5632 [20:51<19:53,  1.60it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3718/5632 [20:51<19:53,  1.60it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3719/5632 [20:51<16:53,  1.89it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3719/5632 [20:52<16:53,  1.89it/s]
epoch 1 loss 0.04448:  66%|██████▌   | 3720/5632 [20:52<14:46,  2.16it/s]
epoch 1 loss 0.04457:  66%|██████▌   | 3720/5632 [20:52<14:46,  2.16it/s]
epoch 1 loss 0.04457:  66%|██████▌   | 3721/5632 [20:52<13:17,  2.40it/s]
epoch 1 loss 0.04456:  66%|██████▌   | 3721/5632 [20:52<13:17,  2.40it/s]
epoch 1 loss 0.04456:  66%|██████▌   | 3722/5632 [20:52<12:15,  2.60it/s]
epoch 1 loss 0.04455:  66%|██████▌   | 3722/5632 [20:53<12:15,  2.60it/s]
epoch 1 loss 0.04455:  66%|██████▌   | 3723/5632 [20:53<11:31,  2.76it/s]
epoch 1 loss 0.04454:  66%|██████▌   | 3723/5632 [20:53<11:31,  2.76it/s]
epoch 1 loss 0.04454:  66%|██████▌   | 3724/5632 [20:53<11:01,  2.89it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3724/5632 [20:53<11:01,  2.89it/s]
epoch 1 loss 0.04453:  66%|██████▌   | 3725/5632 [20:53<10:38,  2.98it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3725/5632 [20:54<10:38,  2.98it/s]
epoch 1 loss 0.04452:  66%|██████▌   | 3726/5632 [20:54<10:23,  3.06it/s]
epoch 1 loss 0.04451:  66%|██████▌   | 3726/5632 [20:54<10:23,  3.06it/s]
epoch 1 loss 0.04451:  66%|██████▌   | 3727/5632 [20:54<10:12,  3.11it/s]
epoch 1 loss 0.0445:  66%|██████▌   | 3727/5632 [20:54<10:12,  3.11it/s] 
epoch 1 loss 0.0445:  66%|██████▌   | 3728/5632 [20:54<10:06,  3.14it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3728/5632 [20:55<10:06,  3.14it/s]
epoch 1 loss 0.04449:  66%|██████▌   | 3729/5632 [20:55<10:00,  3.17it/s]
epoch 1 loss 0.04447:  66%|██████▌   | 3729/5632 [20:55<10:00,  3.17it/s]
epoch 1 loss 0.04447:  66%|██████▌   | 3730/5632 [20:55<09:56,  3.19it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3730/5632 [20:55<09:56,  3.19it/s]
epoch 1 loss 0.04446:  66%|██████▌   | 3731/5632 [20:55<09:53,  3.20it/s]
epoch 1 loss 0.04445:  66%|██████▌   | 3731/5632 [20:55<09:53,  3.20it/s]
epoch 1 loss 0.04445:  66%|██████▋   | 3732/5632 [20:55<09:51,  3.21it/s]
epoch 1 loss 0.04444:  66%|██████▋   | 3732/5632 [20:56<09:51,  3.21it/s]
epoch 1 loss 0.04444:  66%|██████▋   | 3733/5632 [20:56<09:49,  3.22it/s]
epoch 1 loss 0.04443:  66%|██████▋   | 3733/5632 [20:56<09:49,  3.22it/s]
epoch 1 loss 0.04443:  66%|██████▋   | 3734/5632 [20:56<09:48,  3.22it/s]
epoch 1 loss 0.04442:  66%|██████▋   | 3734/5632 [20:56<09:48,  3.22it/s]
epoch 1 loss 0.04442:  66%|██████▋   | 3735/5632 [20:56<09:47,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▋   | 3735/5632 [20:57<09:47,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▋   | 3736/5632 [20:57<09:47,  3.23it/s]
epoch 1 loss 0.0444:  66%|██████▋   | 3736/5632 [20:57<09:47,  3.23it/s] 
epoch 1 loss 0.0444:  66%|██████▋   | 3737/5632 [20:57<09:46,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3737/5632 [20:57<09:46,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3738/5632 [20:57<09:45,  3.24it/s]
epoch 1 loss 0.04443:  66%|██████▋   | 3738/5632 [20:58<09:45,  3.24it/s]
epoch 1 loss 0.04443:  66%|██████▋   | 3739/5632 [20:58<09:45,  3.23it/s]
epoch 1 loss 0.04442:  66%|██████▋   | 3739/5632 [20:58<09:45,  3.23it/s]
epoch 1 loss 0.04442:  66%|██████▋   | 3740/5632 [20:58<09:45,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▋   | 3740/5632 [20:58<09:45,  3.23it/s]
epoch 1 loss 0.04441:  66%|██████▋   | 3741/5632 [20:58<09:44,  3.23it/s]
epoch 1 loss 0.0444:  66%|██████▋   | 3741/5632 [20:59<09:44,  3.23it/s] 
epoch 1 loss 0.0444:  66%|██████▋   | 3742/5632 [20:59<09:44,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3742/5632 [20:59<09:44,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3743/5632 [20:59<09:44,  3.23it/s]
epoch 1 loss 0.0444:  66%|██████▋   | 3743/5632 [20:59<09:44,  3.23it/s] 
epoch 1 loss 0.0444:  66%|██████▋   | 3744/5632 [20:59<09:43,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3744/5632 [20:59<09:43,  3.23it/s]
epoch 1 loss 0.04439:  66%|██████▋   | 3745/5632 [20:59<09:43,  3.23it/s]
epoch 1 loss 0.04437:  66%|██████▋   | 3745/5632 [21:00<09:43,  3.23it/s]
epoch 1 loss 0.04437:  67%|██████▋   | 3746/5632 [21:00<09:42,  3.24it/s]
epoch 1 loss 0.04436:  67%|██████▋   | 3746/5632 [21:00<09:42,  3.24it/s]
epoch 1 loss 0.04436:  67%|██████▋   | 3747/5632 [21:00<09:43,  3.23it/s]
epoch 1 loss 0.04435:  67%|██████▋   | 3747/5632 [21:00<09:43,  3.23it/s]
epoch 1 loss 0.04435:  67%|██████▋   | 3748/5632 [21:00<09:42,  3.23it/s]
epoch 1 loss 0.04434:  67%|██████▋   | 3748/5632 [21:01<09:42,  3.23it/s]
epoch 1 loss 0.04434:  67%|██████▋   | 3749/5632 [21:01<09:41,  3.24it/s]
epoch 1 loss 0.04433:  67%|██████▋   | 3749/5632 [21:01<09:41,  3.24it/s]
epoch 1 loss 0.04433:  67%|██████▋   | 3750/5632 [21:01<09:41,  3.24it/s]
epoch 1 loss 0.04432:  67%|██████▋   | 3750/5632 [21:01<09:41,  3.24it/s]
epoch 1 loss 0.04432:  67%|██████▋   | 3751/5632 [21:01<09:40,  3.24it/s]
epoch 1 loss 0.04431:  67%|██████▋   | 3751/5632 [21:02<09:40,  3.24it/s]
epoch 1 loss 0.04431:  67%|██████▋   | 3752/5632 [21:02<09:40,  3.24it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3752/5632 [21:02<09:40,  3.24it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3753/5632 [21:02<09:40,  3.24it/s]
epoch 1 loss 0.04428:  67%|██████▋   | 3753/5632 [21:02<09:40,  3.24it/s]
epoch 1 loss 0.04428:  67%|██████▋   | 3754/5632 [21:02<09:40,  3.23it/s]
epoch 1 loss 0.04427:  67%|██████▋   | 3754/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04427:  67%|██████▋   | 3755/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04426:  67%|██████▋   | 3755/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04426:  67%|██████▋   | 3756/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.0443:  67%|██████▋   | 3756/5632 [21:03<09:40,  3.23it/s] 
epoch 1 loss 0.0443:  67%|██████▋   | 3757/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3757/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3758/5632 [21:03<09:40,  3.23it/s]
epoch 1 loss 0.04433:  67%|██████▋   | 3758/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04433:  67%|██████▋   | 3759/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04432:  67%|██████▋   | 3759/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04432:  67%|██████▋   | 3760/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04431:  67%|██████▋   | 3760/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04431:  67%|██████▋   | 3761/5632 [21:04<09:40,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3761/5632 [21:05<09:40,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3762/5632 [21:05<09:39,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3762/5632 [21:05<09:39,  3.23it/s]
epoch 1 loss 0.04429:  67%|██████▋   | 3763/5632 [21:05<09:38,  3.23it/s]
epoch 1 loss 0.04428:  67%|██████▋   | 3763/5632 [21:05<09:38,  3.23it/s]
epoch 1 loss 0.04428:  67%|██████▋   | 3764/5632 [21:05<09:38,  3.23it/s]
epoch 1 loss 0.04426:  67%|██████▋   | 3764/5632 [21:07<09:38,  3.23it/s]
epoch 1 loss 0.04426:  67%|██████▋   | 3765/5632 [21:07<19:31,  1.59it/s]
epoch 1 loss 0.04425:  67%|██████▋   | 3765/5632 [21:07<19:31,  1.59it/s]
epoch 1 loss 0.04425:  67%|██████▋   | 3766/5632 [21:07<16:33,  1.88it/s]
epoch 1 loss 0.04424:  67%|██████▋   | 3766/5632 [21:07<16:33,  1.88it/s]
epoch 1 loss 0.04424:  67%|██████▋   | 3767/5632 [21:07<14:27,  2.15it/s]
epoch 1 loss 0.04423:  67%|██████▋   | 3767/5632 [21:08<14:27,  2.15it/s]
epoch 1 loss 0.04423:  67%|██████▋   | 3768/5632 [21:08<13:00,  2.39it/s]
epoch 1 loss 0.04422:  67%|██████▋   | 3768/5632 [21:08<13:00,  2.39it/s]
epoch 1 loss 0.04422:  67%|██████▋   | 3769/5632 [21:08<11:59,  2.59it/s]
epoch 1 loss 0.04421:  67%|██████▋   | 3769/5632 [21:08<11:59,  2.59it/s]
epoch 1 loss 0.04421:  67%|██████▋   | 3770/5632 [21:08<11:15,  2.76it/s]
epoch 1 loss 0.0442:  67%|██████▋   | 3770/5632 [21:09<11:15,  2.76it/s] 
epoch 1 loss 0.0442:  67%|██████▋   | 3771/5632 [21:09<10:45,  2.88it/s]
epoch 1 loss 0.04419:  67%|██████▋   | 3771/5632 [21:09<10:45,  2.88it/s]
epoch 1 loss 0.04419:  67%|██████▋   | 3772/5632 [21:09<10:24,  2.98it/s]
epoch 1 loss 0.04418:  67%|██████▋   | 3772/5632 [21:09<10:24,  2.98it/s]
epoch 1 loss 0.04418:  67%|██████▋   | 3773/5632 [21:09<10:09,  3.05it/s]
epoch 1 loss 0.04417:  67%|██████▋   | 3773/5632 [21:09<10:09,  3.05it/s]
epoch 1 loss 0.04417:  67%|██████▋   | 3774/5632 [21:09<09:58,  3.10it/s]
epoch 1 loss 0.04416:  67%|██████▋   | 3774/5632 [21:10<09:58,  3.10it/s]
epoch 1 loss 0.04416:  67%|██████▋   | 3775/5632 [21:10<09:51,  3.14it/s]
epoch 1 loss 0.04415:  67%|██████▋   | 3775/5632 [21:10<09:51,  3.14it/s]
epoch 1 loss 0.04415:  67%|██████▋   | 3776/5632 [21:10<09:46,  3.16it/s]
epoch 1 loss 0.04414:  67%|██████▋   | 3776/5632 [21:10<09:46,  3.16it/s]
epoch 1 loss 0.04414:  67%|██████▋   | 3777/5632 [21:10<09:42,  3.18it/s]
epoch 1 loss 0.04412:  67%|██████▋   | 3777/5632 [21:11<09:42,  3.18it/s]
epoch 1 loss 0.04412:  67%|██████▋   | 3778/5632 [21:11<09:40,  3.19it/s]
epoch 1 loss 0.04411:  67%|██████▋   | 3778/5632 [21:11<09:40,  3.19it/s]
epoch 1 loss 0.04411:  67%|██████▋   | 3779/5632 [21:11<09:37,  3.21it/s]
epoch 1 loss 0.0441:  67%|██████▋   | 3779/5632 [21:11<09:37,  3.21it/s] 
epoch 1 loss 0.0441:  67%|██████▋   | 3780/5632 [21:11<09:36,  3.21it/s]
epoch 1 loss 0.04409:  67%|██████▋   | 3780/5632 [21:12<09:36,  3.21it/s]
epoch 1 loss 0.04409:  67%|██████▋   | 3781/5632 [21:12<09:34,  3.22it/s]
epoch 1 loss 0.04408:  67%|██████▋   | 3781/5632 [21:12<09:34,  3.22it/s]
epoch 1 loss 0.04408:  67%|██████▋   | 3782/5632 [21:12<09:34,  3.22it/s]
epoch 1 loss 0.04407:  67%|██████▋   | 3782/5632 [21:12<09:34,  3.22it/s]
epoch 1 loss 0.04407:  67%|██████▋   | 3783/5632 [21:12<09:33,  3.23it/s]
epoch 1 loss 0.04406:  67%|██████▋   | 3783/5632 [21:13<09:33,  3.23it/s]
epoch 1 loss 0.04406:  67%|██████▋   | 3784/5632 [21:13<09:32,  3.23it/s]
epoch 1 loss 0.04405:  67%|██████▋   | 3784/5632 [21:13<09:32,  3.23it/s]
epoch 1 loss 0.04405:  67%|██████▋   | 3785/5632 [21:13<09:30,  3.23it/s]
epoch 1 loss 0.04404:  67%|██████▋   | 3785/5632 [21:13<09:30,  3.23it/s]
epoch 1 loss 0.04404:  67%|██████▋   | 3786/5632 [21:13<09:30,  3.24it/s]
epoch 1 loss 0.04402:  67%|██████▋   | 3786/5632 [21:14<09:30,  3.24it/s]
epoch 1 loss 0.04402:  67%|██████▋   | 3787/5632 [21:14<09:30,  3.23it/s]
epoch 1 loss 0.04401:  67%|██████▋   | 3787/5632 [21:14<09:30,  3.23it/s]
epoch 1 loss 0.04401:  67%|██████▋   | 3788/5632 [21:14<09:30,  3.23it/s]
epoch 1 loss 0.044:  67%|██████▋   | 3788/5632 [21:14<09:30,  3.23it/s]  
epoch 1 loss 0.044:  67%|██████▋   | 3789/5632 [21:14<09:29,  3.24it/s]
epoch 1 loss 0.04399:  67%|██████▋   | 3789/5632 [21:14<09:29,  3.24it/s]
epoch 1 loss 0.04399:  67%|██████▋   | 3790/5632 [21:14<09:29,  3.24it/s]
epoch 1 loss 0.04398:  67%|██████▋   | 3790/5632 [21:15<09:29,  3.24it/s]
epoch 1 loss 0.04398:  67%|██████▋   | 3791/5632 [21:15<09:28,  3.24it/s]
epoch 1 loss 0.04397:  67%|██████▋   | 3791/5632 [21:15<09:28,  3.24it/s]
epoch 1 loss 0.04397:  67%|██████▋   | 3792/5632 [21:15<09:29,  3.23it/s]
epoch 1 loss 0.04396:  67%|██████▋   | 3792/5632 [21:15<09:29,  3.23it/s]
epoch 1 loss 0.04396:  67%|██████▋   | 3793/5632 [21:15<09:28,  3.24it/s]
epoch 1 loss 0.04395:  67%|██████▋   | 3793/5632 [21:16<09:28,  3.24it/s]
epoch 1 loss 0.04395:  67%|██████▋   | 3794/5632 [21:16<09:28,  3.23it/s]
epoch 1 loss 0.04394:  67%|██████▋   | 3794/5632 [21:16<09:28,  3.23it/s]
epoch 1 loss 0.04394:  67%|██████▋   | 3795/5632 [21:16<09:27,  3.24it/s]
epoch 1 loss 0.04393:  67%|██████▋   | 3795/5632 [21:16<09:27,  3.24it/s]
epoch 1 loss 0.04393:  67%|██████▋   | 3796/5632 [21:16<09:27,  3.24it/s]
epoch 1 loss 0.04391:  67%|██████▋   | 3796/5632 [21:17<09:27,  3.24it/s]
epoch 1 loss 0.04391:  67%|██████▋   | 3797/5632 [21:17<09:27,  3.24it/s]
epoch 1 loss 0.0439:  67%|██████▋   | 3797/5632 [21:17<09:27,  3.24it/s] 
epoch 1 loss 0.0439:  67%|██████▋   | 3798/5632 [21:17<09:26,  3.24it/s]
epoch 1 loss 0.04395:  67%|██████▋   | 3798/5632 [21:17<09:26,  3.24it/s]
epoch 1 loss 0.04395:  67%|██████▋   | 3799/5632 [21:17<09:26,  3.23it/s]
epoch 1 loss 0.04394:  67%|██████▋   | 3799/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.04394:  67%|██████▋   | 3800/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.04392:  67%|██████▋   | 3800/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.04392:  67%|██████▋   | 3801/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.04391:  67%|██████▋   | 3801/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.04391:  68%|██████▊   | 3802/5632 [21:18<09:26,  3.23it/s]
epoch 1 loss 0.0439:  68%|██████▊   | 3802/5632 [21:18<09:26,  3.23it/s] 
epoch 1 loss 0.0439:  68%|██████▊   | 3803/5632 [21:18<09:25,  3.23it/s]
epoch 1 loss 0.04389:  68%|██████▊   | 3803/5632 [21:19<09:25,  3.23it/s]
epoch 1 loss 0.04389:  68%|██████▊   | 3804/5632 [21:19<09:25,  3.23it/s]
epoch 1 loss 0.04388:  68%|██████▊   | 3804/5632 [21:19<09:25,  3.23it/s]
epoch 1 loss 0.04388:  68%|██████▊   | 3805/5632 [21:19<09:24,  3.24it/s]
epoch 1 loss 0.04387:  68%|██████▊   | 3805/5632 [21:19<09:24,  3.24it/s]
epoch 1 loss 0.04387:  68%|██████▊   | 3806/5632 [21:19<09:23,  3.24it/s]
epoch 1 loss 0.04386:  68%|██████▊   | 3806/5632 [21:20<09:23,  3.24it/s]
epoch 1 loss 0.04386:  68%|██████▊   | 3807/5632 [21:20<09:22,  3.24it/s]
epoch 1 loss 0.04385:  68%|██████▊   | 3807/5632 [21:20<09:22,  3.24it/s]
epoch 1 loss 0.04385:  68%|██████▊   | 3808/5632 [21:20<09:22,  3.24it/s]
epoch 1 loss 0.04383:  68%|██████▊   | 3808/5632 [21:20<09:22,  3.24it/s]
epoch 1 loss 0.04383:  68%|██████▊   | 3809/5632 [21:20<09:23,  3.24it/s]
epoch 1 loss 0.04382:  68%|██████▊   | 3809/5632 [21:21<09:23,  3.24it/s]
epoch 1 loss 0.04382:  68%|██████▊   | 3810/5632 [21:21<09:22,  3.24it/s]
epoch 1 loss 0.04381:  68%|██████▊   | 3810/5632 [21:21<09:22,  3.24it/s]
epoch 1 loss 0.04381:  68%|██████▊   | 3811/5632 [21:21<09:22,  3.24it/s]
epoch 1 loss 0.0438:  68%|██████▊   | 3811/5632 [21:23<09:22,  3.24it/s] 
epoch 1 loss 0.0438:  68%|██████▊   | 3812/5632 [21:23<21:29,  1.41it/s]
epoch 1 loss 0.04379:  68%|██████▊   | 3812/5632 [21:23<21:29,  1.41it/s]
epoch 1 loss 0.04379:  68%|██████▊   | 3813/5632 [21:23<17:51,  1.70it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3813/5632 [21:23<17:51,  1.70it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3814/5632 [21:23<15:18,  1.98it/s]
epoch 1 loss 0.04377:  68%|██████▊   | 3814/5632 [21:23<15:18,  1.98it/s]
epoch 1 loss 0.04377:  68%|██████▊   | 3815/5632 [21:24<13:30,  2.24it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3815/5632 [21:24<13:30,  2.24it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3816/5632 [21:24<12:15,  2.47it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3816/5632 [21:24<12:15,  2.47it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3817/5632 [21:24<11:22,  2.66it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3817/5632 [21:24<11:22,  2.66it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3818/5632 [21:24<10:46,  2.81it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3818/5632 [21:25<10:46,  2.81it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3819/5632 [21:25<10:20,  2.92it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3819/5632 [21:25<10:20,  2.92it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3820/5632 [21:25<10:02,  3.01it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3820/5632 [21:25<10:02,  3.01it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3821/5632 [21:25<09:49,  3.07it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3821/5632 [21:26<09:49,  3.07it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3822/5632 [21:26<09:39,  3.12it/s]
epoch 1 loss 0.04373:  68%|██████▊   | 3822/5632 [21:26<09:39,  3.12it/s]
epoch 1 loss 0.04373:  68%|██████▊   | 3823/5632 [21:26<09:33,  3.15it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3823/5632 [21:26<09:33,  3.15it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3824/5632 [21:26<09:29,  3.17it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3824/5632 [21:27<09:29,  3.17it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3825/5632 [21:27<09:26,  3.19it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3825/5632 [21:27<09:26,  3.19it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3826/5632 [21:27<09:24,  3.20it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3826/5632 [21:27<09:24,  3.20it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3827/5632 [21:27<09:22,  3.21it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3827/5632 [21:28<09:22,  3.21it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3828/5632 [21:28<09:21,  3.21it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3828/5632 [21:28<09:21,  3.21it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3829/5632 [21:28<09:20,  3.22it/s]
epoch 1 loss 0.0437:  68%|██████▊   | 3829/5632 [21:28<09:20,  3.22it/s] 
epoch 1 loss 0.0437:  68%|██████▊   | 3830/5632 [21:28<09:19,  3.22it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3830/5632 [21:28<09:19,  3.22it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3831/5632 [21:28<09:18,  3.22it/s]
epoch 1 loss 0.04368:  68%|██████▊   | 3831/5632 [21:29<09:18,  3.22it/s]
epoch 1 loss 0.04368:  68%|██████▊   | 3832/5632 [21:29<09:18,  3.22it/s]
epoch 1 loss 0.04367:  68%|██████▊   | 3832/5632 [21:29<09:18,  3.22it/s]
epoch 1 loss 0.04367:  68%|██████▊   | 3833/5632 [21:29<09:17,  3.23it/s]
epoch 1 loss 0.04366:  68%|██████▊   | 3833/5632 [21:29<09:17,  3.23it/s]
epoch 1 loss 0.04366:  68%|██████▊   | 3834/5632 [21:29<09:16,  3.23it/s]
epoch 1 loss 0.04365:  68%|██████▊   | 3834/5632 [21:30<09:16,  3.23it/s]
epoch 1 loss 0.04365:  68%|██████▊   | 3835/5632 [21:30<09:16,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3835/5632 [21:30<09:16,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3836/5632 [21:30<09:15,  3.23it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3836/5632 [21:30<09:15,  3.23it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3837/5632 [21:30<09:16,  3.23it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3837/5632 [21:31<09:16,  3.23it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3838/5632 [21:31<09:15,  3.23it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3838/5632 [21:31<09:15,  3.23it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3839/5632 [21:31<09:14,  3.23it/s]
epoch 1 loss 0.04377:  68%|██████▊   | 3839/5632 [21:31<09:14,  3.23it/s]
epoch 1 loss 0.04377:  68%|██████▊   | 3840/5632 [21:31<09:14,  3.23it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3840/5632 [21:32<09:14,  3.23it/s]
epoch 1 loss 0.04376:  68%|██████▊   | 3841/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3841/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04375:  68%|██████▊   | 3842/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3842/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04374:  68%|██████▊   | 3843/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04373:  68%|██████▊   | 3843/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04373:  68%|██████▊   | 3844/5632 [21:32<09:13,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3844/5632 [21:33<09:13,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3845/5632 [21:33<09:12,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3845/5632 [21:33<09:12,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3846/5632 [21:33<09:12,  3.23it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3846/5632 [21:33<09:12,  3.23it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3847/5632 [21:33<09:12,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3847/5632 [21:34<09:12,  3.23it/s]
epoch 1 loss 0.04372:  68%|██████▊   | 3848/5632 [21:34<09:13,  3.22it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3848/5632 [21:34<09:13,  3.22it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3849/5632 [21:34<09:12,  3.22it/s]
epoch 1 loss 0.0437:  68%|██████▊   | 3849/5632 [21:34<09:12,  3.22it/s] 
epoch 1 loss 0.0437:  68%|██████▊   | 3850/5632 [21:34<09:11,  3.23it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3850/5632 [21:35<09:11,  3.23it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3851/5632 [21:35<09:12,  3.22it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3851/5632 [21:35<09:12,  3.22it/s]
epoch 1 loss 0.04371:  68%|██████▊   | 3852/5632 [21:35<09:11,  3.23it/s]
epoch 1 loss 0.0437:  68%|██████▊   | 3852/5632 [21:35<09:11,  3.23it/s] 
epoch 1 loss 0.0437:  68%|██████▊   | 3853/5632 [21:35<09:10,  3.23it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3853/5632 [21:36<09:10,  3.23it/s]
epoch 1 loss 0.04369:  68%|██████▊   | 3854/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04368:  68%|██████▊   | 3854/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04368:  68%|██████▊   | 3855/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04367:  68%|██████▊   | 3855/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04367:  68%|██████▊   | 3856/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3856/5632 [21:36<09:09,  3.23it/s]
epoch 1 loss 0.04378:  68%|██████▊   | 3857/5632 [21:37<09:09,  3.23it/s]
epoch 1 loss 0.04377:  68%|██████▊   | 3857/5632 [21:37<09:09,  3.23it/s]
epoch 1 loss 0.04377:  69%|██████▊   | 3858/5632 [21:37<09:09,  3.23it/s]
epoch 1 loss 0.04376:  69%|██████▊   | 3858/5632 [21:38<09:09,  3.23it/s]
epoch 1 loss 0.04376:  69%|██████▊   | 3859/5632 [21:38<19:53,  1.49it/s]
epoch 1 loss 0.04375:  69%|██████▊   | 3859/5632 [21:39<19:53,  1.49it/s]
epoch 1 loss 0.04375:  69%|██████▊   | 3860/5632 [21:39<16:38,  1.77it/s]
epoch 1 loss 0.04374:  69%|██████▊   | 3860/5632 [21:39<16:38,  1.77it/s]
epoch 1 loss 0.04374:  69%|██████▊   | 3861/5632 [21:39<14:23,  2.05it/s]
epoch 1 loss 0.04373:  69%|██████▊   | 3861/5632 [21:39<14:23,  2.05it/s]
epoch 1 loss 0.04373:  69%|██████▊   | 3862/5632 [21:39<12:48,  2.30it/s]
epoch 1 loss 0.04372:  69%|██████▊   | 3862/5632 [21:40<12:48,  2.30it/s]
epoch 1 loss 0.04372:  69%|██████▊   | 3863/5632 [21:40<11:42,  2.52it/s]
epoch 1 loss 0.04371:  69%|██████▊   | 3863/5632 [21:40<11:42,  2.52it/s]
epoch 1 loss 0.04371:  69%|██████▊   | 3864/5632 [21:40<10:54,  2.70it/s]
epoch 1 loss 0.0437:  69%|██████▊   | 3864/5632 [21:40<10:54,  2.70it/s] 
epoch 1 loss 0.0437:  69%|██████▊   | 3865/5632 [21:40<10:22,  2.84it/s]
epoch 1 loss 0.04369:  69%|██████▊   | 3865/5632 [21:40<10:22,  2.84it/s]
epoch 1 loss 0.04369:  69%|██████▊   | 3866/5632 [21:41<09:59,  2.94it/s]
epoch 1 loss 0.04368:  69%|██████▊   | 3866/5632 [21:41<09:59,  2.94it/s]
epoch 1 loss 0.04368:  69%|██████▊   | 3867/5632 [21:41<09:43,  3.03it/s]
epoch 1 loss 0.04371:  69%|██████▊   | 3867/5632 [21:41<09:43,  3.03it/s]
epoch 1 loss 0.04371:  69%|██████▊   | 3868/5632 [21:41<09:31,  3.08it/s]
epoch 1 loss 0.04369:  69%|██████▊   | 3868/5632 [21:41<09:31,  3.08it/s]
epoch 1 loss 0.04369:  69%|██████▊   | 3869/5632 [21:41<09:23,  3.13it/s]
epoch 1 loss 0.04368:  69%|██████▊   | 3869/5632 [21:42<09:23,  3.13it/s]
epoch 1 loss 0.04368:  69%|██████▊   | 3870/5632 [21:42<09:18,  3.16it/s]
epoch 1 loss 0.04367:  69%|██████▊   | 3870/5632 [21:42<09:18,  3.16it/s]
epoch 1 loss 0.04367:  69%|██████▊   | 3871/5632 [21:42<09:13,  3.18it/s]
epoch 1 loss 0.04366:  69%|██████▊   | 3871/5632 [21:42<09:13,  3.18it/s]
epoch 1 loss 0.04366:  69%|██████▉   | 3872/5632 [21:42<09:12,  3.19it/s]
epoch 1 loss 0.04365:  69%|██████▉   | 3872/5632 [21:43<09:12,  3.19it/s]
epoch 1 loss 0.04365:  69%|██████▉   | 3873/5632 [21:43<09:10,  3.20it/s]
epoch 1 loss 0.04364:  69%|██████▉   | 3873/5632 [21:43<09:10,  3.20it/s]
epoch 1 loss 0.04364:  69%|██████▉   | 3874/5632 [21:43<09:08,  3.20it/s]
epoch 1 loss 0.04363:  69%|██████▉   | 3874/5632 [21:43<09:08,  3.20it/s]
epoch 1 loss 0.04363:  69%|██████▉   | 3875/5632 [21:43<09:07,  3.21it/s]
epoch 1 loss 0.04362:  69%|██████▉   | 3875/5632 [21:44<09:07,  3.21it/s]
epoch 1 loss 0.04362:  69%|██████▉   | 3876/5632 [21:44<09:06,  3.21it/s]
epoch 1 loss 0.04361:  69%|██████▉   | 3876/5632 [21:44<09:06,  3.21it/s]
epoch 1 loss 0.04361:  69%|██████▉   | 3877/5632 [21:44<09:05,  3.22it/s]
epoch 1 loss 0.0436:  69%|██████▉   | 3877/5632 [21:44<09:05,  3.22it/s] 
epoch 1 loss 0.0436:  69%|██████▉   | 3878/5632 [21:44<09:03,  3.22it/s]
epoch 1 loss 0.04359:  69%|██████▉   | 3878/5632 [21:45<09:03,  3.22it/s]
epoch 1 loss 0.04359:  69%|██████▉   | 3879/5632 [21:45<09:04,  3.22it/s]
epoch 1 loss 0.04358:  69%|██████▉   | 3879/5632 [21:45<09:04,  3.22it/s]
epoch 1 loss 0.04358:  69%|██████▉   | 3880/5632 [21:45<09:03,  3.22it/s]
epoch 1 loss 0.04357:  69%|██████▉   | 3880/5632 [21:45<09:03,  3.22it/s]
epoch 1 loss 0.04357:  69%|██████▉   | 3881/5632 [21:45<09:03,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3881/5632 [21:45<09:03,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3882/5632 [21:45<09:02,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3882/5632 [21:46<09:02,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3883/5632 [21:46<09:02,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3883/5632 [21:46<09:02,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3884/5632 [21:46<09:02,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3884/5632 [21:46<09:02,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3885/5632 [21:46<09:01,  3.23it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3885/5632 [21:47<09:01,  3.23it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3886/5632 [21:47<09:00,  3.23it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3886/5632 [21:47<09:00,  3.23it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3887/5632 [21:47<09:01,  3.22it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3887/5632 [21:47<09:01,  3.22it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3888/5632 [21:47<09:01,  3.22it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3888/5632 [21:48<09:01,  3.22it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3889/5632 [21:48<09:00,  3.23it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3889/5632 [21:48<09:00,  3.23it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3890/5632 [21:48<09:00,  3.22it/s]
epoch 1 loss 0.04346:  69%|██████▉   | 3890/5632 [21:48<09:00,  3.22it/s]
epoch 1 loss 0.04346:  69%|██████▉   | 3891/5632 [21:48<09:00,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3891/5632 [21:49<09:00,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3892/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3892/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3893/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3893/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3894/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3894/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3895/5632 [21:49<08:59,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3895/5632 [21:50<08:59,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3896/5632 [21:50<08:58,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3896/5632 [21:50<08:58,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3897/5632 [21:50<08:58,  3.22it/s]
epoch 1 loss 0.04357:  69%|██████▉   | 3897/5632 [21:50<08:58,  3.22it/s]
epoch 1 loss 0.04357:  69%|██████▉   | 3898/5632 [21:50<08:58,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3898/5632 [21:51<08:58,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3899/5632 [21:51<08:58,  3.22it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3899/5632 [21:51<08:58,  3.22it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3900/5632 [21:51<08:57,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3900/5632 [21:51<08:57,  3.22it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3901/5632 [21:51<08:57,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3901/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3902/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3902/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3903/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3903/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3904/5632 [21:52<08:57,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3904/5632 [21:53<08:57,  3.22it/s]
epoch 1 loss 0.04356:  69%|██████▉   | 3905/5632 [21:53<08:58,  3.21it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3905/5632 [21:54<08:58,  3.21it/s]
epoch 1 loss 0.04355:  69%|██████▉   | 3906/5632 [21:54<18:34,  1.55it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3906/5632 [21:54<18:34,  1.55it/s]
epoch 1 loss 0.04354:  69%|██████▉   | 3907/5632 [21:54<15:39,  1.84it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3907/5632 [21:55<15:39,  1.84it/s]
epoch 1 loss 0.04353:  69%|██████▉   | 3908/5632 [21:55<13:37,  2.11it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3908/5632 [21:55<13:37,  2.11it/s]
epoch 1 loss 0.04352:  69%|██████▉   | 3909/5632 [21:55<12:12,  2.35it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3909/5632 [21:55<12:12,  2.35it/s]
epoch 1 loss 0.04351:  69%|██████▉   | 3910/5632 [21:55<11:13,  2.56it/s]
epoch 1 loss 0.0435:  69%|██████▉   | 3910/5632 [21:56<11:13,  2.56it/s] 
epoch 1 loss 0.0435:  69%|██████▉   | 3911/5632 [21:56<10:31,  2.73it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3911/5632 [21:56<10:31,  2.73it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3912/5632 [21:56<10:01,  2.86it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3912/5632 [21:56<10:01,  2.86it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3913/5632 [21:56<09:41,  2.96it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3913/5632 [21:57<09:41,  2.96it/s]
epoch 1 loss 0.04347:  69%|██████▉   | 3914/5632 [21:57<09:27,  3.03it/s]
epoch 1 loss 0.04349:  69%|██████▉   | 3914/5632 [21:57<09:27,  3.03it/s]
epoch 1 loss 0.04349:  70%|██████▉   | 3915/5632 [21:57<09:25,  3.03it/s]
epoch 1 loss 0.04348:  70%|██████▉   | 3915/5632 [21:57<09:25,  3.03it/s]
epoch 1 loss 0.04348:  70%|██████▉   | 3916/5632 [21:57<09:37,  2.97it/s]
epoch 1 loss 0.04347:  70%|██████▉   | 3916/5632 [21:58<09:37,  2.97it/s]
epoch 1 loss 0.04347:  70%|██████▉   | 3917/5632 [21:58<09:30,  3.01it/s]
epoch 1 loss 0.04346:  70%|██████▉   | 3917/5632 [21:58<09:30,  3.01it/s]
epoch 1 loss 0.04346:  70%|██████▉   | 3918/5632 [21:58<09:36,  2.97it/s]
epoch 1 loss 0.04345:  70%|██████▉   | 3918/5632 [21:58<09:36,  2.97it/s]
epoch 1 loss 0.04345:  70%|██████▉   | 3919/5632 [21:58<09:27,  3.02it/s]
epoch 1 loss 0.04344:  70%|██████▉   | 3919/5632 [21:59<09:27,  3.02it/s]
epoch 1 loss 0.04344:  70%|██████▉   | 3920/5632 [21:59<09:29,  3.01it/s]
epoch 1 loss 0.04343:  70%|██████▉   | 3920/5632 [21:59<09:29,  3.01it/s]
epoch 1 loss 0.04343:  70%|██████▉   | 3921/5632 [21:59<09:18,  3.06it/s]
epoch 1 loss 0.04342:  70%|██████▉   | 3921/5632 [21:59<09:18,  3.06it/s]
epoch 1 loss 0.04342:  70%|██████▉   | 3922/5632 [21:59<09:09,  3.11it/s]
epoch 1 loss 0.04341:  70%|██████▉   | 3922/5632 [21:59<09:09,  3.11it/s]
epoch 1 loss 0.04341:  70%|██████▉   | 3923/5632 [21:59<09:03,  3.14it/s]
epoch 1 loss 0.0434:  70%|██████▉   | 3923/5632 [22:00<09:03,  3.14it/s] 
epoch 1 loss 0.0434:  70%|██████▉   | 3924/5632 [22:00<09:00,  3.16it/s]
epoch 1 loss 0.04338:  70%|██████▉   | 3924/5632 [22:00<09:00,  3.16it/s]
epoch 1 loss 0.04338:  70%|██████▉   | 3925/5632 [22:00<09:07,  3.12it/s]
epoch 1 loss 0.04337:  70%|██████▉   | 3925/5632 [22:00<09:07,  3.12it/s]
epoch 1 loss 0.04337:  70%|██████▉   | 3926/5632 [22:00<09:05,  3.13it/s]
epoch 1 loss 0.04336:  70%|██████▉   | 3926/5632 [22:01<09:05,  3.13it/s]
epoch 1 loss 0.04336:  70%|██████▉   | 3927/5632 [22:01<08:59,  3.16it/s]
epoch 1 loss 0.04335:  70%|██████▉   | 3927/5632 [22:01<08:59,  3.16it/s]
epoch 1 loss 0.04335:  70%|██████▉   | 3928/5632 [22:01<08:59,  3.16it/s]
epoch 1 loss 0.04334:  70%|██████▉   | 3928/5632 [22:01<08:59,  3.16it/s]
epoch 1 loss 0.04334:  70%|██████▉   | 3929/5632 [22:01<08:54,  3.18it/s]
epoch 1 loss 0.04333:  70%|██████▉   | 3929/5632 [22:02<08:54,  3.18it/s]
epoch 1 loss 0.04333:  70%|██████▉   | 3930/5632 [22:02<08:53,  3.19it/s]
epoch 1 loss 0.04332:  70%|██████▉   | 3930/5632 [22:02<08:53,  3.19it/s]
epoch 1 loss 0.04332:  70%|██████▉   | 3931/5632 [22:02<08:51,  3.20it/s]
epoch 1 loss 0.04331:  70%|██████▉   | 3931/5632 [22:02<08:51,  3.20it/s]
epoch 1 loss 0.04331:  70%|██████▉   | 3932/5632 [22:02<08:49,  3.21it/s]
epoch 1 loss 0.0433:  70%|██████▉   | 3932/5632 [22:03<08:49,  3.21it/s] 
epoch 1 loss 0.0433:  70%|██████▉   | 3933/5632 [22:03<08:48,  3.22it/s]
epoch 1 loss 0.04329:  70%|██████▉   | 3933/5632 [22:03<08:48,  3.22it/s]
epoch 1 loss 0.04329:  70%|██████▉   | 3934/5632 [22:03<08:46,  3.22it/s]
epoch 1 loss 0.04328:  70%|██████▉   | 3934/5632 [22:03<08:46,  3.22it/s]
epoch 1 loss 0.04328:  70%|██████▉   | 3935/5632 [22:03<08:47,  3.22it/s]
epoch 1 loss 0.04327:  70%|██████▉   | 3935/5632 [22:04<08:47,  3.22it/s]
epoch 1 loss 0.04327:  70%|██████▉   | 3936/5632 [22:04<08:47,  3.22it/s]
epoch 1 loss 0.04331:  70%|██████▉   | 3936/5632 [22:04<08:47,  3.22it/s]
epoch 1 loss 0.04331:  70%|██████▉   | 3937/5632 [22:04<08:46,  3.22it/s]
epoch 1 loss 0.0433:  70%|██████▉   | 3937/5632 [22:04<08:46,  3.22it/s] 
epoch 1 loss 0.0433:  70%|██████▉   | 3938/5632 [22:04<08:44,  3.23it/s]
epoch 1 loss 0.04329:  70%|██████▉   | 3938/5632 [22:04<08:44,  3.23it/s]
epoch 1 loss 0.04329:  70%|██████▉   | 3939/5632 [22:04<08:43,  3.24it/s]
epoch 1 loss 0.04328:  70%|██████▉   | 3939/5632 [22:05<08:43,  3.24it/s]
epoch 1 loss 0.04328:  70%|██████▉   | 3940/5632 [22:05<08:41,  3.24it/s]
epoch 1 loss 0.04326:  70%|██████▉   | 3940/5632 [22:05<08:41,  3.24it/s]
epoch 1 loss 0.04326:  70%|██████▉   | 3941/5632 [22:05<08:40,  3.25it/s]
epoch 1 loss 0.04325:  70%|██████▉   | 3941/5632 [22:05<08:40,  3.25it/s]
epoch 1 loss 0.04325:  70%|██████▉   | 3942/5632 [22:05<08:41,  3.24it/s]
epoch 1 loss 0.04324:  70%|██████▉   | 3942/5632 [22:06<08:41,  3.24it/s]
epoch 1 loss 0.04324:  70%|███████   | 3943/5632 [22:06<08:41,  3.24it/s]
epoch 1 loss 0.04323:  70%|███████   | 3943/5632 [22:06<08:41,  3.24it/s]
epoch 1 loss 0.04323:  70%|███████   | 3944/5632 [22:06<08:40,  3.24it/s]
epoch 1 loss 0.04322:  70%|███████   | 3944/5632 [22:06<08:40,  3.24it/s]
epoch 1 loss 0.04322:  70%|███████   | 3945/5632 [22:06<08:40,  3.24it/s]
epoch 1 loss 0.04321:  70%|███████   | 3945/5632 [22:07<08:40,  3.24it/s]
epoch 1 loss 0.04321:  70%|███████   | 3946/5632 [22:07<08:42,  3.23it/s]
epoch 1 loss 0.0432:  70%|███████   | 3946/5632 [22:07<08:42,  3.23it/s] 
epoch 1 loss 0.0432:  70%|███████   | 3947/5632 [22:07<08:42,  3.23it/s]
epoch 1 loss 0.04319:  70%|███████   | 3947/5632 [22:07<08:42,  3.23it/s]
epoch 1 loss 0.04319:  70%|███████   | 3948/5632 [22:07<08:41,  3.23it/s]
epoch 1 loss 0.04318:  70%|███████   | 3948/5632 [22:08<08:41,  3.23it/s]
epoch 1 loss 0.04318:  70%|███████   | 3949/5632 [22:08<08:41,  3.23it/s]
epoch 1 loss 0.04317:  70%|███████   | 3949/5632 [22:08<08:41,  3.23it/s]
epoch 1 loss 0.04317:  70%|███████   | 3950/5632 [22:08<08:41,  3.23it/s]
epoch 1 loss 0.04316:  70%|███████   | 3950/5632 [22:08<08:41,  3.23it/s]
epoch 1 loss 0.04316:  70%|███████   | 3951/5632 [22:08<08:40,  3.23it/s]
epoch 1 loss 0.04315:  70%|███████   | 3951/5632 [22:08<08:40,  3.23it/s]
epoch 1 loss 0.04315:  70%|███████   | 3952/5632 [22:08<08:41,  3.22it/s]
epoch 1 loss 0.04314:  70%|███████   | 3952/5632 [22:10<08:41,  3.22it/s]
epoch 1 loss 0.04314:  70%|███████   | 3953/5632 [22:10<17:26,  1.60it/s]
epoch 1 loss 0.04313:  70%|███████   | 3953/5632 [22:10<17:26,  1.60it/s]
epoch 1 loss 0.04313:  70%|███████   | 3954/5632 [22:10<14:48,  1.89it/s]
epoch 1 loss 0.04312:  70%|███████   | 3954/5632 [22:10<14:48,  1.89it/s]
epoch 1 loss 0.04312:  70%|███████   | 3955/5632 [22:10<12:57,  2.16it/s]
epoch 1 loss 0.04311:  70%|███████   | 3955/5632 [22:11<12:57,  2.16it/s]
epoch 1 loss 0.04311:  70%|███████   | 3956/5632 [22:11<11:41,  2.39it/s]
epoch 1 loss 0.0431:  70%|███████   | 3956/5632 [22:11<11:41,  2.39it/s] 
epoch 1 loss 0.0431:  70%|███████   | 3957/5632 [22:11<10:44,  2.60it/s]
epoch 1 loss 0.04309:  70%|███████   | 3957/5632 [22:11<10:44,  2.60it/s]
epoch 1 loss 0.04309:  70%|███████   | 3958/5632 [22:11<10:05,  2.76it/s]
epoch 1 loss 0.04308:  70%|███████   | 3958/5632 [22:12<10:05,  2.76it/s]
epoch 1 loss 0.04308:  70%|███████   | 3959/5632 [22:12<09:38,  2.89it/s]
epoch 1 loss 0.04307:  70%|███████   | 3959/5632 [22:12<09:38,  2.89it/s]
epoch 1 loss 0.04307:  70%|███████   | 3960/5632 [22:12<09:20,  2.98it/s]
epoch 1 loss 0.04306:  70%|███████   | 3960/5632 [22:12<09:20,  2.98it/s]
epoch 1 loss 0.04306:  70%|███████   | 3961/5632 [22:12<09:08,  3.05it/s]
epoch 1 loss 0.04304:  70%|███████   | 3961/5632 [22:13<09:08,  3.05it/s]
epoch 1 loss 0.04304:  70%|███████   | 3962/5632 [22:13<08:57,  3.11it/s]
epoch 1 loss 0.04303:  70%|███████   | 3962/5632 [22:13<08:57,  3.11it/s]
epoch 1 loss 0.04303:  70%|███████   | 3963/5632 [22:13<08:51,  3.14it/s]
epoch 1 loss 0.04302:  70%|███████   | 3963/5632 [22:13<08:51,  3.14it/s]
epoch 1 loss 0.04302:  70%|███████   | 3964/5632 [22:13<08:47,  3.16it/s]
epoch 1 loss 0.04301:  70%|███████   | 3964/5632 [22:14<08:47,  3.16it/s]
epoch 1 loss 0.04301:  70%|███████   | 3965/5632 [22:14<08:44,  3.18it/s]
epoch 1 loss 0.043:  70%|███████   | 3965/5632 [22:14<08:44,  3.18it/s]  
epoch 1 loss 0.043:  70%|███████   | 3966/5632 [22:14<08:42,  3.19it/s]
epoch 1 loss 0.04303:  70%|███████   | 3966/5632 [22:14<08:42,  3.19it/s]
epoch 1 loss 0.04303:  70%|███████   | 3967/5632 [22:14<08:41,  3.19it/s]
epoch 1 loss 0.04302:  70%|███████   | 3967/5632 [22:14<08:41,  3.19it/s]
epoch 1 loss 0.04302:  70%|███████   | 3968/5632 [22:14<08:41,  3.19it/s]
epoch 1 loss 0.04301:  70%|███████   | 3968/5632 [22:15<08:41,  3.19it/s]
epoch 1 loss 0.04301:  70%|███████   | 3969/5632 [22:15<08:40,  3.20it/s]
epoch 1 loss 0.043:  70%|███████   | 3969/5632 [22:15<08:40,  3.20it/s]  
epoch 1 loss 0.043:  70%|███████   | 3970/5632 [22:15<08:41,  3.19it/s]
epoch 1 loss 0.04298:  70%|███████   | 3970/5632 [22:15<08:41,  3.19it/s]
epoch 1 loss 0.04298:  71%|███████   | 3971/5632 [22:15<08:39,  3.20it/s]
epoch 1 loss 0.0431:  71%|███████   | 3971/5632 [22:16<08:39,  3.20it/s] 
epoch 1 loss 0.0431:  71%|███████   | 3972/5632 [22:16<08:38,  3.20it/s]
epoch 1 loss 0.04309:  71%|███████   | 3972/5632 [22:16<08:38,  3.20it/s]
epoch 1 loss 0.04309:  71%|███████   | 3973/5632 [22:16<08:36,  3.21it/s]
epoch 1 loss 0.0431:  71%|███████   | 3973/5632 [22:16<08:36,  3.21it/s] 
epoch 1 loss 0.0431:  71%|███████   | 3974/5632 [22:16<08:36,  3.21it/s]
epoch 1 loss 0.0431:  71%|███████   | 3974/5632 [22:17<08:36,  3.21it/s]
epoch 1 loss 0.0431:  71%|███████   | 3975/5632 [22:17<08:37,  3.20it/s]
epoch 1 loss 0.04309:  71%|███████   | 3975/5632 [22:17<08:37,  3.20it/s]
epoch 1 loss 0.04309:  71%|███████   | 3976/5632 [22:17<08:36,  3.21it/s]
epoch 1 loss 0.04308:  71%|███████   | 3976/5632 [22:17<08:36,  3.21it/s]
epoch 1 loss 0.04308:  71%|███████   | 3977/5632 [22:17<08:35,  3.21it/s]
epoch 1 loss 0.04307:  71%|███████   | 3977/5632 [22:18<08:35,  3.21it/s]
epoch 1 loss 0.04307:  71%|███████   | 3978/5632 [22:18<08:34,  3.21it/s]
epoch 1 loss 0.04306:  71%|███████   | 3978/5632 [22:18<08:34,  3.21it/s]
epoch 1 loss 0.04306:  71%|███████   | 3979/5632 [22:18<08:33,  3.22it/s]
epoch 1 loss 0.04305:  71%|███████   | 3979/5632 [22:18<08:33,  3.22it/s]
epoch 1 loss 0.04305:  71%|███████   | 3980/5632 [22:18<08:33,  3.22it/s]
epoch 1 loss 0.04304:  71%|███████   | 3980/5632 [22:19<08:33,  3.22it/s]
epoch 1 loss 0.04304:  71%|███████   | 3981/5632 [22:19<08:31,  3.23it/s]
epoch 1 loss 0.04303:  71%|███████   | 3981/5632 [22:19<08:31,  3.23it/s]
epoch 1 loss 0.04303:  71%|███████   | 3982/5632 [22:19<08:32,  3.22it/s]
epoch 1 loss 0.04302:  71%|███████   | 3982/5632 [22:19<08:32,  3.22it/s]
epoch 1 loss 0.04302:  71%|███████   | 3983/5632 [22:19<08:32,  3.22it/s]
epoch 1 loss 0.04303:  71%|███████   | 3983/5632 [22:19<08:32,  3.22it/s]
epoch 1 loss 0.04303:  71%|███████   | 3984/5632 [22:19<08:32,  3.22it/s]
epoch 1 loss 0.04302:  71%|███████   | 3984/5632 [22:20<08:32,  3.22it/s]
epoch 1 loss 0.04302:  71%|███████   | 3985/5632 [22:20<08:32,  3.21it/s]
epoch 1 loss 0.04308:  71%|███████   | 3985/5632 [22:20<08:32,  3.21it/s]
epoch 1 loss 0.04308:  71%|███████   | 3986/5632 [22:20<08:31,  3.22it/s]
epoch 1 loss 0.04307:  71%|███████   | 3986/5632 [22:20<08:31,  3.22it/s]
epoch 1 loss 0.04307:  71%|███████   | 3987/5632 [22:20<08:31,  3.22it/s]
epoch 1 loss 0.04306:  71%|███████   | 3987/5632 [22:21<08:31,  3.22it/s]
epoch 1 loss 0.04306:  71%|███████   | 3988/5632 [22:21<08:29,  3.23it/s]
epoch 1 loss 0.04305:  71%|███████   | 3988/5632 [22:21<08:29,  3.23it/s]
epoch 1 loss 0.04305:  71%|███████   | 3989/5632 [22:21<08:28,  3.23it/s]
epoch 1 loss 0.04304:  71%|███████   | 3989/5632 [22:21<08:28,  3.23it/s]
epoch 1 loss 0.04304:  71%|███████   | 3990/5632 [22:21<08:32,  3.21it/s]
epoch 1 loss 0.04303:  71%|███████   | 3990/5632 [22:22<08:32,  3.21it/s]
epoch 1 loss 0.04303:  71%|███████   | 3991/5632 [22:22<08:36,  3.18it/s]
epoch 1 loss 0.04302:  71%|███████   | 3991/5632 [22:22<08:36,  3.18it/s]
epoch 1 loss 0.04302:  71%|███████   | 3992/5632 [22:22<08:34,  3.19it/s]
epoch 1 loss 0.04302:  71%|███████   | 3992/5632 [22:22<08:34,  3.19it/s]
epoch 1 loss 0.04302:  71%|███████   | 3993/5632 [22:22<08:33,  3.19it/s]
epoch 1 loss 0.04306:  71%|███████   | 3993/5632 [22:23<08:33,  3.19it/s]
epoch 1 loss 0.04306:  71%|███████   | 3994/5632 [22:23<08:31,  3.20it/s]
epoch 1 loss 0.04305:  71%|███████   | 3994/5632 [22:23<08:31,  3.20it/s]
epoch 1 loss 0.04305:  71%|███████   | 3995/5632 [22:23<08:30,  3.21it/s]
epoch 1 loss 0.04309:  71%|███████   | 3995/5632 [22:23<08:30,  3.21it/s]
epoch 1 loss 0.04309:  71%|███████   | 3996/5632 [22:23<08:29,  3.21it/s]
epoch 1 loss 0.04313:  71%|███████   | 3996/5632 [22:23<08:29,  3.21it/s]
epoch 1 loss 0.04313:  71%|███████   | 3997/5632 [22:24<08:27,  3.22it/s]
epoch 1 loss 0.04319:  71%|███████   | 3997/5632 [22:24<08:27,  3.22it/s]
epoch 1 loss 0.04319:  71%|███████   | 3998/5632 [22:24<08:27,  3.22it/s]
epoch 1 loss 0.04318:  71%|███████   | 3998/5632 [22:24<08:27,  3.22it/s]
epoch 1 loss 0.04318:  71%|███████   | 3999/5632 [22:24<08:27,  3.22it/s]
epoch 1 loss 0.04317:  71%|███████   | 3999/5632 [22:25<08:27,  3.22it/s]
epoch 1 loss 0.04317:  71%|███████   | 4000/5632 [22:25<16:39,  1.63it/s]
epoch 1 loss 0.04316:  71%|███████   | 4000/5632 [22:26<16:39,  1.63it/s]
epoch 1 loss 0.04316:  71%|███████   | 4001/5632 [22:26<14:11,  1.91it/s]
epoch 1 loss 0.04315:  71%|███████   | 4001/5632 [22:26<14:11,  1.91it/s]
epoch 1 loss 0.04315:  71%|███████   | 4002/5632 [22:26<12:27,  2.18it/s]
epoch 1 loss 0.04314:  71%|███████   | 4002/5632 [22:26<12:27,  2.18it/s]
epoch 1 loss 0.04314:  71%|███████   | 4003/5632 [22:26<11:15,  2.41it/s]
epoch 1 loss 0.04313:  71%|███████   | 4003/5632 [22:27<11:15,  2.41it/s]
epoch 1 loss 0.04313:  71%|███████   | 4004/5632 [22:27<10:23,  2.61it/s]
epoch 1 loss 0.04312:  71%|███████   | 4004/5632 [22:27<10:23,  2.61it/s]
epoch 1 loss 0.04312:  71%|███████   | 4005/5632 [22:27<09:48,  2.77it/s]
epoch 1 loss 0.04311:  71%|███████   | 4005/5632 [22:27<09:48,  2.77it/s]
epoch 1 loss 0.04311:  71%|███████   | 4006/5632 [22:27<09:21,  2.90it/s]
epoch 1 loss 0.0431:  71%|███████   | 4006/5632 [22:28<09:21,  2.90it/s] 
epoch 1 loss 0.0431:  71%|███████   | 4007/5632 [22:28<09:03,  2.99it/s]
epoch 1 loss 0.04309:  71%|███████   | 4007/5632 [22:28<09:03,  2.99it/s]
epoch 1 loss 0.04309:  71%|███████   | 4008/5632 [22:28<08:51,  3.06it/s]
epoch 1 loss 0.0432:  71%|███████   | 4008/5632 [22:28<08:51,  3.06it/s] 
epoch 1 loss 0.0432:  71%|███████   | 4009/5632 [22:28<08:42,  3.11it/s]
epoch 1 loss 0.04319:  71%|███████   | 4009/5632 [22:29<08:42,  3.11it/s]
epoch 1 loss 0.04319:  71%|███████   | 4010/5632 [22:29<08:36,  3.14it/s]
epoch 1 loss 0.04318:  71%|███████   | 4010/5632 [22:29<08:36,  3.14it/s]
epoch 1 loss 0.04318:  71%|███████   | 4011/5632 [22:29<08:32,  3.17it/s]
epoch 1 loss 0.04317:  71%|███████   | 4011/5632 [22:29<08:32,  3.17it/s]
epoch 1 loss 0.04317:  71%|███████   | 4012/5632 [22:29<08:29,  3.18it/s]
epoch 1 loss 0.04316:  71%|███████   | 4012/5632 [22:29<08:29,  3.18it/s]
epoch 1 loss 0.04316:  71%|███████▏  | 4013/5632 [22:29<08:26,  3.20it/s]
epoch 1 loss 0.04315:  71%|███████▏  | 4013/5632 [22:30<08:26,  3.20it/s]
epoch 1 loss 0.04315:  71%|███████▏  | 4014/5632 [22:30<08:24,  3.20it/s]
epoch 1 loss 0.04314:  71%|███████▏  | 4014/5632 [22:30<08:24,  3.20it/s]
epoch 1 loss 0.04314:  71%|███████▏  | 4015/5632 [22:30<08:24,  3.21it/s]
epoch 1 loss 0.04313:  71%|███████▏  | 4015/5632 [22:30<08:24,  3.21it/s]
epoch 1 loss 0.04313:  71%|███████▏  | 4016/5632 [22:30<08:23,  3.21it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4016/5632 [22:31<08:23,  3.21it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4017/5632 [22:31<08:22,  3.21it/s]
epoch 1 loss 0.04316:  71%|███████▏  | 4017/5632 [22:31<08:22,  3.21it/s]
epoch 1 loss 0.04316:  71%|███████▏  | 4018/5632 [22:31<08:21,  3.22it/s]
epoch 1 loss 0.04315:  71%|███████▏  | 4018/5632 [22:31<08:21,  3.22it/s]
epoch 1 loss 0.04315:  71%|███████▏  | 4019/5632 [22:31<08:21,  3.21it/s]
epoch 1 loss 0.04314:  71%|███████▏  | 4019/5632 [22:32<08:21,  3.21it/s]
epoch 1 loss 0.04314:  71%|███████▏  | 4020/5632 [22:32<08:20,  3.22it/s]
epoch 1 loss 0.04313:  71%|███████▏  | 4020/5632 [22:32<08:20,  3.22it/s]
epoch 1 loss 0.04313:  71%|███████▏  | 4021/5632 [22:32<08:20,  3.22it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4021/5632 [22:32<08:20,  3.22it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4022/5632 [22:32<08:19,  3.22it/s]
epoch 1 loss 0.04311:  71%|███████▏  | 4022/5632 [22:33<08:19,  3.22it/s]
epoch 1 loss 0.04311:  71%|███████▏  | 4023/5632 [22:33<08:19,  3.22it/s]
epoch 1 loss 0.0431:  71%|███████▏  | 4023/5632 [22:33<08:19,  3.22it/s] 
epoch 1 loss 0.0431:  71%|███████▏  | 4024/5632 [22:33<08:19,  3.22it/s]
epoch 1 loss 0.04309:  71%|███████▏  | 4024/5632 [22:33<08:19,  3.22it/s]
epoch 1 loss 0.04309:  71%|███████▏  | 4025/5632 [22:33<08:18,  3.22it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4025/5632 [22:33<08:18,  3.22it/s]
epoch 1 loss 0.04312:  71%|███████▏  | 4026/5632 [22:34<08:18,  3.22it/s]
epoch 1 loss 0.04311:  71%|███████▏  | 4026/5632 [22:34<08:18,  3.22it/s]
epoch 1 loss 0.04311:  72%|███████▏  | 4027/5632 [22:34<08:17,  3.22it/s]
epoch 1 loss 0.0431:  72%|███████▏  | 4027/5632 [22:34<08:17,  3.22it/s] 
epoch 1 loss 0.0431:  72%|███████▏  | 4028/5632 [22:34<08:17,  3.22it/s]
epoch 1 loss 0.04311:  72%|███████▏  | 4028/5632 [22:34<08:17,  3.22it/s]
epoch 1 loss 0.04311:  72%|███████▏  | 4029/5632 [22:34<08:17,  3.22it/s]
epoch 1 loss 0.0431:  72%|███████▏  | 4029/5632 [22:35<08:17,  3.22it/s] 
epoch 1 loss 0.0431:  72%|███████▏  | 4030/5632 [22:35<08:14,  3.24it/s]
epoch 1 loss 0.04309:  72%|███████▏  | 4030/5632 [22:35<08:14,  3.24it/s]
epoch 1 loss 0.04309:  72%|███████▏  | 4031/5632 [22:35<08:13,  3.24it/s]
epoch 1 loss 0.04308:  72%|███████▏  | 4031/5632 [22:35<08:13,  3.24it/s]
epoch 1 loss 0.04308:  72%|███████▏  | 4032/5632 [22:35<08:14,  3.23it/s]
epoch 1 loss 0.04307:  72%|███████▏  | 4032/5632 [22:36<08:14,  3.23it/s]
epoch 1 loss 0.04307:  72%|███████▏  | 4033/5632 [22:36<08:15,  3.23it/s]
epoch 1 loss 0.04306:  72%|███████▏  | 4033/5632 [22:36<08:15,  3.23it/s]
epoch 1 loss 0.04306:  72%|███████▏  | 4034/5632 [22:36<08:16,  3.22it/s]
epoch 1 loss 0.04305:  72%|███████▏  | 4034/5632 [22:36<08:16,  3.22it/s]
epoch 1 loss 0.04305:  72%|███████▏  | 4035/5632 [22:36<08:13,  3.24it/s]
epoch 1 loss 0.04304:  72%|███████▏  | 4035/5632 [22:37<08:13,  3.24it/s]
epoch 1 loss 0.04304:  72%|███████▏  | 4036/5632 [22:37<08:13,  3.23it/s]
epoch 1 loss 0.04303:  72%|███████▏  | 4036/5632 [22:37<08:13,  3.23it/s]
epoch 1 loss 0.04303:  72%|███████▏  | 4037/5632 [22:37<08:13,  3.23it/s]
epoch 1 loss 0.04302:  72%|███████▏  | 4037/5632 [22:37<08:13,  3.23it/s]
epoch 1 loss 0.04302:  72%|███████▏  | 4038/5632 [22:37<08:13,  3.23it/s]
epoch 1 loss 0.04301:  72%|███████▏  | 4038/5632 [22:38<08:13,  3.23it/s]
epoch 1 loss 0.04301:  72%|███████▏  | 4039/5632 [22:38<08:14,  3.22it/s]
epoch 1 loss 0.043:  72%|███████▏  | 4039/5632 [22:38<08:14,  3.22it/s]  
epoch 1 loss 0.043:  72%|███████▏  | 4040/5632 [22:38<08:14,  3.22it/s]
epoch 1 loss 0.04299:  72%|███████▏  | 4040/5632 [22:38<08:14,  3.22it/s]
epoch 1 loss 0.04299:  72%|███████▏  | 4041/5632 [22:38<08:13,  3.22it/s]
epoch 1 loss 0.04298:  72%|███████▏  | 4041/5632 [22:38<08:13,  3.22it/s]
epoch 1 loss 0.04298:  72%|███████▏  | 4042/5632 [22:38<08:13,  3.22it/s]
epoch 1 loss 0.04297:  72%|███████▏  | 4042/5632 [22:39<08:13,  3.22it/s]
epoch 1 loss 0.04297:  72%|███████▏  | 4043/5632 [22:39<08:13,  3.22it/s]
epoch 1 loss 0.04296:  72%|███████▏  | 4043/5632 [22:39<08:13,  3.22it/s]
epoch 1 loss 0.04296:  72%|███████▏  | 4044/5632 [22:39<08:12,  3.22it/s]
epoch 1 loss 0.04295:  72%|███████▏  | 4044/5632 [22:39<08:12,  3.22it/s]
epoch 1 loss 0.04295:  72%|███████▏  | 4045/5632 [22:39<08:12,  3.22it/s]
epoch 1 loss 0.04294:  72%|███████▏  | 4045/5632 [22:40<08:12,  3.22it/s]
epoch 1 loss 0.04294:  72%|███████▏  | 4046/5632 [22:40<08:11,  3.22it/s]
epoch 1 loss 0.04294:  72%|███████▏  | 4046/5632 [22:41<08:11,  3.22it/s]
epoch 1 loss 0.04294:  72%|███████▏  | 4047/5632 [22:41<16:24,  1.61it/s]
epoch 1 loss 0.04293:  72%|███████▏  | 4047/5632 [22:41<16:24,  1.61it/s]
epoch 1 loss 0.04293:  72%|███████▏  | 4048/5632 [22:41<13:56,  1.89it/s]
epoch 1 loss 0.04292:  72%|███████▏  | 4048/5632 [22:42<13:56,  1.89it/s]
epoch 1 loss 0.04292:  72%|███████▏  | 4049/5632 [22:42<12:11,  2.16it/s]
epoch 1 loss 0.04291:  72%|███████▏  | 4049/5632 [22:42<12:11,  2.16it/s]
epoch 1 loss 0.04291:  72%|███████▏  | 4050/5632 [22:42<10:59,  2.40it/s]
epoch 1 loss 0.0429:  72%|███████▏  | 4050/5632 [22:42<10:59,  2.40it/s] 
epoch 1 loss 0.0429:  72%|███████▏  | 4051/5632 [22:42<10:07,  2.60it/s]
epoch 1 loss 0.04289:  72%|███████▏  | 4051/5632 [22:43<10:07,  2.60it/s]
epoch 1 loss 0.04289:  72%|███████▏  | 4052/5632 [22:43<09:32,  2.76it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4052/5632 [22:43<09:32,  2.76it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4053/5632 [22:43<09:07,  2.89it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4053/5632 [22:43<09:07,  2.89it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4054/5632 [22:43<08:49,  2.98it/s]
epoch 1 loss 0.04292:  72%|███████▏  | 4054/5632 [22:44<08:49,  2.98it/s]
epoch 1 loss 0.04292:  72%|███████▏  | 4055/5632 [22:44<08:37,  3.05it/s]
epoch 1 loss 0.0429:  72%|███████▏  | 4055/5632 [22:44<08:37,  3.05it/s] 
epoch 1 loss 0.0429:  72%|███████▏  | 4056/5632 [22:44<08:28,  3.10it/s]
epoch 1 loss 0.04289:  72%|███████▏  | 4056/5632 [22:44<08:28,  3.10it/s]
epoch 1 loss 0.04289:  72%|███████▏  | 4057/5632 [22:44<08:22,  3.14it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4057/5632 [22:44<08:22,  3.14it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4058/5632 [22:44<08:17,  3.16it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4058/5632 [22:45<08:17,  3.16it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4059/5632 [22:45<08:14,  3.18it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4059/5632 [22:45<08:14,  3.18it/s]
epoch 1 loss 0.04288:  72%|███████▏  | 4060/5632 [22:45<08:12,  3.19it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4060/5632 [22:45<08:12,  3.19it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4061/5632 [22:45<08:10,  3.20it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4061/5632 [22:46<08:10,  3.20it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4062/5632 [22:46<08:09,  3.21it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4062/5632 [22:46<08:09,  3.21it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4063/5632 [22:46<08:08,  3.21it/s]
epoch 1 loss 0.04284:  72%|███████▏  | 4063/5632 [22:46<08:08,  3.21it/s]
epoch 1 loss 0.04284:  72%|███████▏  | 4064/5632 [22:46<08:08,  3.21it/s]
epoch 1 loss 0.04283:  72%|███████▏  | 4064/5632 [22:47<08:08,  3.21it/s]
epoch 1 loss 0.04283:  72%|███████▏  | 4065/5632 [22:47<08:07,  3.21it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4065/5632 [22:47<08:07,  3.21it/s]
epoch 1 loss 0.04287:  72%|███████▏  | 4066/5632 [22:47<08:06,  3.22it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4066/5632 [22:47<08:06,  3.22it/s]
epoch 1 loss 0.04286:  72%|███████▏  | 4067/5632 [22:47<08:06,  3.22it/s]
epoch 1 loss 0.04285:  72%|███████▏  | 4067/5632 [22:48<08:06,  3.22it/s]
epoch 1 loss 0.04285:  72%|███████▏  | 4068/5632 [22:48<08:06,  3.22it/s]
epoch 1 loss 0.04284:  72%|███████▏  | 4068/5632 [22:48<08:06,  3.22it/s]
epoch 1 loss 0.04284:  72%|███████▏  | 4069/5632 [22:48<08:05,  3.22it/s]
epoch 1 loss 0.04283:  72%|███████▏  | 4069/5632 [22:48<08:05,  3.22it/s]
epoch 1 loss 0.04283:  72%|███████▏  | 4070/5632 [22:48<08:04,  3.22it/s]
epoch 1 loss 0.04282:  72%|███████▏  | 4070/5632 [22:48<08:04,  3.22it/s]
epoch 1 loss 0.04282:  72%|███████▏  | 4071/5632 [22:48<08:03,  3.23it/s]
epoch 1 loss 0.04282:  72%|███████▏  | 4071/5632 [22:49<08:03,  3.23it/s]
epoch 1 loss 0.04282:  72%|███████▏  | 4072/5632 [22:49<08:02,  3.23it/s]
epoch 1 loss 0.04281:  72%|███████▏  | 4072/5632 [22:49<08:02,  3.23it/s]
epoch 1 loss 0.04281:  72%|███████▏  | 4073/5632 [22:49<08:03,  3.23it/s]
epoch 1 loss 0.0428:  72%|███████▏  | 4073/5632 [22:49<08:03,  3.23it/s] 
epoch 1 loss 0.0428:  72%|███████▏  | 4074/5632 [22:49<08:05,  3.21it/s]
epoch 1 loss 0.04279:  72%|███████▏  | 4074/5632 [22:50<08:05,  3.21it/s]
epoch 1 loss 0.04279:  72%|███████▏  | 4075/5632 [22:50<08:02,  3.23it/s]
epoch 1 loss 0.04278:  72%|███████▏  | 4075/5632 [22:50<08:02,  3.23it/s]
epoch 1 loss 0.04278:  72%|███████▏  | 4076/5632 [22:50<08:02,  3.23it/s]
epoch 1 loss 0.0428:  72%|███████▏  | 4076/5632 [22:50<08:02,  3.23it/s] 
epoch 1 loss 0.0428:  72%|███████▏  | 4077/5632 [22:50<08:02,  3.22it/s]
epoch 1 loss 0.04279:  72%|███████▏  | 4077/5632 [22:51<08:02,  3.22it/s]
epoch 1 loss 0.04279:  72%|███████▏  | 4078/5632 [22:51<08:03,  3.22it/s]
epoch 1 loss 0.04278:  72%|███████▏  | 4078/5632 [22:51<08:03,  3.22it/s]
epoch 1 loss 0.04278:  72%|███████▏  | 4079/5632 [22:51<08:01,  3.22it/s]
epoch 1 loss 0.04277:  72%|███████▏  | 4079/5632 [22:51<08:01,  3.22it/s]
epoch 1 loss 0.04277:  72%|███████▏  | 4080/5632 [22:51<08:01,  3.22it/s]
epoch 1 loss 0.04276:  72%|███████▏  | 4080/5632 [22:52<08:01,  3.22it/s]
epoch 1 loss 0.04276:  72%|███████▏  | 4081/5632 [22:52<08:01,  3.22it/s]
epoch 1 loss 0.04276:  72%|███████▏  | 4081/5632 [22:52<08:01,  3.22it/s]
epoch 1 loss 0.04276:  72%|███████▏  | 4082/5632 [22:52<08:07,  3.18it/s]
epoch 1 loss 0.04275:  72%|███████▏  | 4082/5632 [22:52<08:07,  3.18it/s]
epoch 1 loss 0.04275:  72%|███████▏  | 4083/5632 [22:52<08:09,  3.17it/s]
epoch 1 loss 0.04274:  72%|███████▏  | 4083/5632 [22:53<08:09,  3.17it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4084/5632 [22:53<08:04,  3.19it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4084/5632 [22:53<08:04,  3.19it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4085/5632 [22:53<08:02,  3.21it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4085/5632 [22:53<08:02,  3.21it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4086/5632 [22:53<08:01,  3.21it/s]
epoch 1 loss 0.04279:  73%|███████▎  | 4086/5632 [22:53<08:01,  3.21it/s]
epoch 1 loss 0.04279:  73%|███████▎  | 4087/5632 [22:53<08:07,  3.17it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4087/5632 [22:54<08:07,  3.17it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4088/5632 [22:54<08:10,  3.15it/s]
epoch 1 loss 0.04277:  73%|███████▎  | 4088/5632 [22:54<08:10,  3.15it/s]
epoch 1 loss 0.04277:  73%|███████▎  | 4089/5632 [22:54<08:05,  3.18it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4089/5632 [22:54<08:05,  3.18it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4090/5632 [22:54<08:01,  3.20it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4090/5632 [22:55<08:01,  3.20it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4091/5632 [22:55<08:00,  3.21it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4091/5632 [22:55<08:00,  3.21it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4092/5632 [22:55<07:59,  3.21it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4092/5632 [22:55<07:59,  3.21it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4093/5632 [22:55<07:58,  3.22it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4093/5632 [22:57<07:58,  3.22it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4094/5632 [22:57<16:50,  1.52it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4094/5632 [22:57<16:50,  1.52it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4095/5632 [22:57<14:08,  1.81it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4095/5632 [22:57<14:08,  1.81it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4096/5632 [22:57<12:16,  2.09it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4096/5632 [22:58<12:16,  2.09it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4097/5632 [22:58<10:57,  2.33it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4097/5632 [22:58<10:57,  2.33it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4098/5632 [22:58<10:02,  2.54it/s]
epoch 1 loss 0.04284:  73%|███████▎  | 4098/5632 [22:58<10:02,  2.54it/s]
epoch 1 loss 0.04284:  73%|███████▎  | 4099/5632 [22:58<09:23,  2.72it/s]
epoch 1 loss 0.04283:  73%|███████▎  | 4099/5632 [22:59<09:23,  2.72it/s]
epoch 1 loss 0.04283:  73%|███████▎  | 4100/5632 [22:59<08:56,  2.85it/s]
epoch 1 loss 0.04282:  73%|███████▎  | 4100/5632 [22:59<08:56,  2.85it/s]
epoch 1 loss 0.04282:  73%|███████▎  | 4101/5632 [22:59<08:38,  2.95it/s]
epoch 1 loss 0.04281:  73%|███████▎  | 4101/5632 [22:59<08:38,  2.95it/s]
epoch 1 loss 0.04281:  73%|███████▎  | 4102/5632 [22:59<08:23,  3.04it/s]
epoch 1 loss 0.0428:  73%|███████▎  | 4102/5632 [23:00<08:23,  3.04it/s] 
epoch 1 loss 0.0428:  73%|███████▎  | 4103/5632 [23:00<08:15,  3.08it/s]
epoch 1 loss 0.04279:  73%|███████▎  | 4103/5632 [23:00<08:15,  3.08it/s]
epoch 1 loss 0.04279:  73%|███████▎  | 4104/5632 [23:00<08:09,  3.12it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4104/5632 [23:00<08:09,  3.12it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4105/5632 [23:00<08:03,  3.16it/s]
epoch 1 loss 0.04277:  73%|███████▎  | 4105/5632 [23:01<08:03,  3.16it/s]
epoch 1 loss 0.04277:  73%|███████▎  | 4106/5632 [23:01<07:59,  3.19it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4106/5632 [23:01<07:59,  3.19it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4107/5632 [23:01<07:57,  3.19it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4107/5632 [23:01<07:57,  3.19it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4108/5632 [23:01<07:57,  3.19it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4108/5632 [23:01<07:57,  3.19it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4109/5632 [23:01<07:53,  3.22it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4109/5632 [23:02<07:53,  3.22it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4110/5632 [23:02<07:52,  3.22it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4110/5632 [23:02<07:52,  3.22it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4111/5632 [23:02<07:58,  3.18it/s]
epoch 1 loss 0.04271:  73%|███████▎  | 4111/5632 [23:02<07:58,  3.18it/s]
epoch 1 loss 0.04271:  73%|███████▎  | 4112/5632 [23:02<08:03,  3.14it/s]
epoch 1 loss 0.0427:  73%|███████▎  | 4112/5632 [23:03<08:03,  3.14it/s] 
epoch 1 loss 0.0427:  73%|███████▎  | 4113/5632 [23:03<08:00,  3.16it/s]
epoch 1 loss 0.04269:  73%|███████▎  | 4113/5632 [23:03<08:00,  3.16it/s]
epoch 1 loss 0.04269:  73%|███████▎  | 4114/5632 [23:03<07:59,  3.17it/s]
epoch 1 loss 0.04268:  73%|███████▎  | 4114/5632 [23:03<07:59,  3.17it/s]
epoch 1 loss 0.04268:  73%|███████▎  | 4115/5632 [23:03<07:58,  3.17it/s]
epoch 1 loss 0.04267:  73%|███████▎  | 4115/5632 [23:04<07:58,  3.17it/s]
epoch 1 loss 0.04267:  73%|███████▎  | 4116/5632 [23:04<08:00,  3.15it/s]
epoch 1 loss 0.04266:  73%|███████▎  | 4116/5632 [23:04<08:00,  3.15it/s]
epoch 1 loss 0.04266:  73%|███████▎  | 4117/5632 [23:04<07:55,  3.19it/s]
epoch 1 loss 0.04265:  73%|███████▎  | 4117/5632 [23:04<07:55,  3.19it/s]
epoch 1 loss 0.04265:  73%|███████▎  | 4118/5632 [23:04<07:56,  3.18it/s]
epoch 1 loss 0.04265:  73%|███████▎  | 4118/5632 [23:05<07:56,  3.18it/s]
epoch 1 loss 0.04265:  73%|███████▎  | 4119/5632 [23:05<07:55,  3.18it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4119/5632 [23:05<07:55,  3.18it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4120/5632 [23:05<07:55,  3.18it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4120/5632 [23:05<07:55,  3.18it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4121/5632 [23:05<07:53,  3.19it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4121/5632 [23:06<07:53,  3.19it/s]
epoch 1 loss 0.04274:  73%|███████▎  | 4122/5632 [23:06<08:01,  3.14it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4122/5632 [23:06<08:01,  3.14it/s]
epoch 1 loss 0.04273:  73%|███████▎  | 4123/5632 [23:06<07:57,  3.16it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4123/5632 [23:06<07:57,  3.16it/s]
epoch 1 loss 0.04272:  73%|███████▎  | 4124/5632 [23:06<07:58,  3.15it/s]
epoch 1 loss 0.04271:  73%|███████▎  | 4124/5632 [23:07<07:58,  3.15it/s]
epoch 1 loss 0.04271:  73%|███████▎  | 4125/5632 [23:07<07:57,  3.16it/s]
epoch 1 loss 0.0427:  73%|███████▎  | 4125/5632 [23:07<07:57,  3.16it/s] 
epoch 1 loss 0.0427:  73%|███████▎  | 4126/5632 [23:07<07:54,  3.18it/s]
epoch 1 loss 0.04269:  73%|███████▎  | 4126/5632 [23:07<07:54,  3.18it/s]
epoch 1 loss 0.04269:  73%|███████▎  | 4127/5632 [23:07<07:52,  3.19it/s]
epoch 1 loss 0.04268:  73%|███████▎  | 4127/5632 [23:07<07:52,  3.19it/s]
epoch 1 loss 0.04268:  73%|███████▎  | 4128/5632 [23:07<07:56,  3.16it/s]
epoch 1 loss 0.04267:  73%|███████▎  | 4128/5632 [23:08<07:56,  3.16it/s]
epoch 1 loss 0.04267:  73%|███████▎  | 4129/5632 [23:08<07:55,  3.16it/s]
epoch 1 loss 0.04266:  73%|███████▎  | 4129/5632 [23:08<07:55,  3.16it/s]
epoch 1 loss 0.04266:  73%|███████▎  | 4130/5632 [23:08<07:59,  3.14it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4130/5632 [23:08<07:59,  3.14it/s]
epoch 1 loss 0.04276:  73%|███████▎  | 4131/5632 [23:08<08:05,  3.09it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4131/5632 [23:09<08:05,  3.09it/s]
epoch 1 loss 0.04275:  73%|███████▎  | 4132/5632 [23:09<08:03,  3.10it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4132/5632 [23:09<08:03,  3.10it/s]
epoch 1 loss 0.04278:  73%|███████▎  | 4133/5632 [23:09<08:06,  3.08it/s]
epoch 1 loss 0.04286:  73%|███████▎  | 4133/5632 [23:09<08:06,  3.08it/s]
epoch 1 loss 0.04286:  73%|███████▎  | 4134/5632 [23:09<08:00,  3.12it/s]
epoch 1 loss 0.04285:  73%|███████▎  | 4134/5632 [23:10<08:00,  3.12it/s]
epoch 1 loss 0.04285:  73%|███████▎  | 4135/5632 [23:10<07:56,  3.14it/s]
epoch 1 loss 0.04284:  73%|███████▎  | 4135/5632 [23:10<07:56,  3.14it/s]
epoch 1 loss 0.04284:  73%|███████▎  | 4136/5632 [23:10<07:51,  3.17it/s]
epoch 1 loss 0.04283:  73%|███████▎  | 4136/5632 [23:10<07:51,  3.17it/s]
epoch 1 loss 0.04283:  73%|███████▎  | 4137/5632 [23:10<07:48,  3.19it/s]
epoch 1 loss 0.04288:  73%|███████▎  | 4137/5632 [23:11<07:48,  3.19it/s]
epoch 1 loss 0.04288:  73%|███████▎  | 4138/5632 [23:11<07:46,  3.20it/s]
epoch 1 loss 0.04287:  73%|███████▎  | 4138/5632 [23:11<07:46,  3.20it/s]
epoch 1 loss 0.04287:  73%|███████▎  | 4139/5632 [23:11<07:45,  3.21it/s]
epoch 1 loss 0.04286:  73%|███████▎  | 4139/5632 [23:11<07:45,  3.21it/s]
epoch 1 loss 0.04286:  74%|███████▎  | 4140/5632 [23:11<07:44,  3.21it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4140/5632 [23:13<07:44,  3.21it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4141/5632 [23:13<16:44,  1.48it/s]
epoch 1 loss 0.04284:  74%|███████▎  | 4141/5632 [23:13<16:44,  1.48it/s]
epoch 1 loss 0.04284:  74%|███████▎  | 4142/5632 [23:13<14:01,  1.77it/s]
epoch 1 loss 0.04283:  74%|███████▎  | 4142/5632 [23:13<14:01,  1.77it/s]
epoch 1 loss 0.04283:  74%|███████▎  | 4143/5632 [23:13<12:07,  2.05it/s]
epoch 1 loss 0.04282:  74%|███████▎  | 4143/5632 [23:14<12:07,  2.05it/s]
epoch 1 loss 0.04282:  74%|███████▎  | 4144/5632 [23:14<10:47,  2.30it/s]
epoch 1 loss 0.04281:  74%|███████▎  | 4144/5632 [23:14<10:47,  2.30it/s]
epoch 1 loss 0.04281:  74%|███████▎  | 4145/5632 [23:14<09:51,  2.51it/s]
epoch 1 loss 0.0428:  74%|███████▎  | 4145/5632 [23:14<09:51,  2.51it/s] 
epoch 1 loss 0.0428:  74%|███████▎  | 4146/5632 [23:14<09:11,  2.69it/s]
epoch 1 loss 0.04287:  74%|███████▎  | 4146/5632 [23:15<09:11,  2.69it/s]
epoch 1 loss 0.04287:  74%|███████▎  | 4147/5632 [23:15<08:44,  2.83it/s]
epoch 1 loss 0.04286:  74%|███████▎  | 4147/5632 [23:15<08:44,  2.83it/s]
epoch 1 loss 0.04286:  74%|███████▎  | 4148/5632 [23:15<08:24,  2.94it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4148/5632 [23:15<08:24,  2.94it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4149/5632 [23:15<08:09,  3.03it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4149/5632 [23:16<08:09,  3.03it/s]
epoch 1 loss 0.04285:  74%|███████▎  | 4150/5632 [23:16<08:00,  3.09it/s]
epoch 1 loss 0.04284:  74%|███████▎  | 4150/5632 [23:16<08:00,  3.09it/s]
epoch 1 loss 0.04284:  74%|███████▎  | 4151/5632 [23:16<07:52,  3.13it/s]
epoch 1 loss 0.04283:  74%|███████▎  | 4151/5632 [23:16<07:52,  3.13it/s]
epoch 1 loss 0.04283:  74%|███████▎  | 4152/5632 [23:16<07:48,  3.16it/s]
epoch 1 loss 0.04282:  74%|███████▎  | 4152/5632 [23:17<07:48,  3.16it/s]
epoch 1 loss 0.04282:  74%|███████▎  | 4153/5632 [23:17<07:44,  3.18it/s]
epoch 1 loss 0.04281:  74%|███████▎  | 4153/5632 [23:17<07:44,  3.18it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4154/5632 [23:17<07:42,  3.20it/s]
epoch 1 loss 0.0428:  74%|███████▍  | 4154/5632 [23:17<07:42,  3.20it/s] 
epoch 1 loss 0.0428:  74%|███████▍  | 4155/5632 [23:17<07:42,  3.19it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4155/5632 [23:17<07:42,  3.19it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4156/5632 [23:17<07:41,  3.20it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4156/5632 [23:18<07:41,  3.20it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4157/5632 [23:18<07:39,  3.21it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4157/5632 [23:18<07:39,  3.21it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4158/5632 [23:18<07:38,  3.21it/s]
epoch 1 loss 0.04276:  74%|███████▍  | 4158/5632 [23:18<07:38,  3.21it/s]
epoch 1 loss 0.04276:  74%|███████▍  | 4159/5632 [23:18<07:38,  3.21it/s]
epoch 1 loss 0.04275:  74%|███████▍  | 4159/5632 [23:19<07:38,  3.21it/s]
epoch 1 loss 0.04275:  74%|███████▍  | 4160/5632 [23:19<07:37,  3.22it/s]
epoch 1 loss 0.04275:  74%|███████▍  | 4160/5632 [23:19<07:37,  3.22it/s]
epoch 1 loss 0.04275:  74%|███████▍  | 4161/5632 [23:19<07:36,  3.22it/s]
epoch 1 loss 0.04274:  74%|███████▍  | 4161/5632 [23:19<07:36,  3.22it/s]
epoch 1 loss 0.04274:  74%|███████▍  | 4162/5632 [23:19<07:36,  3.22it/s]
epoch 1 loss 0.04273:  74%|███████▍  | 4162/5632 [23:20<07:36,  3.22it/s]
epoch 1 loss 0.04273:  74%|███████▍  | 4163/5632 [23:20<07:36,  3.22it/s]
epoch 1 loss 0.04272:  74%|███████▍  | 4163/5632 [23:20<07:36,  3.22it/s]
epoch 1 loss 0.04272:  74%|███████▍  | 4164/5632 [23:20<07:35,  3.22it/s]
epoch 1 loss 0.04271:  74%|███████▍  | 4164/5632 [23:20<07:35,  3.22it/s]
epoch 1 loss 0.04271:  74%|███████▍  | 4165/5632 [23:20<07:34,  3.23it/s]
epoch 1 loss 0.0427:  74%|███████▍  | 4165/5632 [23:21<07:34,  3.23it/s] 
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epoch 1 loss 0.04269:  74%|███████▍  | 4166/5632 [23:21<07:34,  3.23it/s]
epoch 1 loss 0.04269:  74%|███████▍  | 4167/5632 [23:21<07:33,  3.23it/s]
epoch 1 loss 0.04268:  74%|███████▍  | 4167/5632 [23:21<07:33,  3.23it/s]
epoch 1 loss 0.04268:  74%|███████▍  | 4168/5632 [23:21<07:33,  3.23it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4168/5632 [23:21<07:33,  3.23it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4169/5632 [23:21<07:33,  3.22it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4169/5632 [23:22<07:33,  3.22it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4170/5632 [23:22<07:33,  3.22it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4170/5632 [23:22<07:33,  3.22it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4171/5632 [23:22<07:33,  3.22it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4171/5632 [23:22<07:33,  3.22it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4172/5632 [23:22<07:32,  3.22it/s]
epoch 1 loss 0.04284:  74%|███████▍  | 4172/5632 [23:23<07:32,  3.22it/s]
epoch 1 loss 0.04284:  74%|███████▍  | 4173/5632 [23:23<07:32,  3.22it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4173/5632 [23:23<07:32,  3.22it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4174/5632 [23:23<07:31,  3.23it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4174/5632 [23:23<07:31,  3.23it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4175/5632 [23:23<07:32,  3.22it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4175/5632 [23:24<07:32,  3.22it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4176/5632 [23:24<07:31,  3.22it/s]
epoch 1 loss 0.0428:  74%|███████▍  | 4176/5632 [23:24<07:31,  3.22it/s] 
epoch 1 loss 0.0428:  74%|███████▍  | 4177/5632 [23:24<07:31,  3.22it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4177/5632 [23:24<07:31,  3.22it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4178/5632 [23:24<07:30,  3.22it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4178/5632 [23:25<07:30,  3.22it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4179/5632 [23:25<07:30,  3.22it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4179/5632 [23:25<07:30,  3.22it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4180/5632 [23:25<07:30,  3.22it/s]
epoch 1 loss 0.0428:  74%|███████▍  | 4180/5632 [23:25<07:30,  3.22it/s] 
epoch 1 loss 0.0428:  74%|███████▍  | 4181/5632 [23:25<07:29,  3.23it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4181/5632 [23:26<07:29,  3.23it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4182/5632 [23:26<07:30,  3.22it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4182/5632 [23:26<07:30,  3.22it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4183/5632 [23:26<07:30,  3.22it/s]
epoch 1 loss 0.04286:  74%|███████▍  | 4183/5632 [23:26<07:30,  3.22it/s]
epoch 1 loss 0.04286:  74%|███████▍  | 4184/5632 [23:26<07:29,  3.22it/s]
epoch 1 loss 0.04285:  74%|███████▍  | 4184/5632 [23:26<07:29,  3.22it/s]
epoch 1 loss 0.04285:  74%|███████▍  | 4185/5632 [23:26<07:29,  3.22it/s]
epoch 1 loss 0.04285:  74%|███████▍  | 4185/5632 [23:27<07:29,  3.22it/s]
epoch 1 loss 0.04285:  74%|███████▍  | 4186/5632 [23:27<07:28,  3.22it/s]
epoch 1 loss 0.04284:  74%|███████▍  | 4186/5632 [23:27<07:28,  3.22it/s]
epoch 1 loss 0.04284:  74%|███████▍  | 4187/5632 [23:27<07:28,  3.22it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4187/5632 [23:29<07:28,  3.22it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4188/5632 [23:29<16:42,  1.44it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4188/5632 [23:29<16:42,  1.44it/s]
epoch 1 loss 0.04283:  74%|███████▍  | 4189/5632 [23:29<13:55,  1.73it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4189/5632 [23:29<13:55,  1.73it/s]
epoch 1 loss 0.04282:  74%|███████▍  | 4190/5632 [23:29<12:00,  2.00it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4190/5632 [23:30<12:00,  2.00it/s]
epoch 1 loss 0.04281:  74%|███████▍  | 4191/5632 [23:30<10:38,  2.26it/s]
epoch 1 loss 0.0428:  74%|███████▍  | 4191/5632 [23:30<10:38,  2.26it/s] 
epoch 1 loss 0.0428:  74%|███████▍  | 4192/5632 [23:30<09:39,  2.48it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4192/5632 [23:30<09:39,  2.48it/s]
epoch 1 loss 0.04279:  74%|███████▍  | 4193/5632 [23:30<08:59,  2.67it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4193/5632 [23:31<08:59,  2.67it/s]
epoch 1 loss 0.04278:  74%|███████▍  | 4194/5632 [23:31<08:31,  2.81it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4194/5632 [23:31<08:31,  2.81it/s]
epoch 1 loss 0.04277:  74%|███████▍  | 4195/5632 [23:31<08:11,  2.92it/s]
epoch 1 loss 0.04291:  74%|███████▍  | 4195/5632 [23:31<08:11,  2.92it/s]
epoch 1 loss 0.04291:  75%|███████▍  | 4196/5632 [23:31<07:58,  3.00it/s]
epoch 1 loss 0.0429:  75%|███████▍  | 4196/5632 [23:31<07:58,  3.00it/s] 
epoch 1 loss 0.0429:  75%|███████▍  | 4197/5632 [23:31<07:48,  3.06it/s]
epoch 1 loss 0.04289:  75%|███████▍  | 4197/5632 [23:32<07:48,  3.06it/s]
epoch 1 loss 0.04289:  75%|███████▍  | 4198/5632 [23:32<07:41,  3.11it/s]
epoch 1 loss 0.04288:  75%|███████▍  | 4198/5632 [23:32<07:41,  3.11it/s]
epoch 1 loss 0.04288:  75%|███████▍  | 4199/5632 [23:32<07:37,  3.14it/s]
epoch 1 loss 0.04287:  75%|███████▍  | 4199/5632 [23:32<07:37,  3.14it/s]
epoch 1 loss 0.04287:  75%|███████▍  | 4200/5632 [23:32<07:32,  3.17it/s]
epoch 1 loss 0.04286:  75%|███████▍  | 4200/5632 [23:33<07:32,  3.17it/s]
epoch 1 loss 0.04286:  75%|███████▍  | 4201/5632 [23:33<07:29,  3.18it/s]
epoch 1 loss 0.04285:  75%|███████▍  | 4201/5632 [23:33<07:29,  3.18it/s]
epoch 1 loss 0.04285:  75%|███████▍  | 4202/5632 [23:33<07:27,  3.19it/s]
epoch 1 loss 0.04284:  75%|███████▍  | 4202/5632 [23:33<07:27,  3.19it/s]
epoch 1 loss 0.04284:  75%|███████▍  | 4203/5632 [23:33<07:25,  3.21it/s]
epoch 1 loss 0.04285:  75%|███████▍  | 4203/5632 [23:34<07:25,  3.21it/s]
epoch 1 loss 0.04285:  75%|███████▍  | 4204/5632 [23:34<07:24,  3.21it/s]
epoch 1 loss 0.04284:  75%|███████▍  | 4204/5632 [23:34<07:24,  3.21it/s]
epoch 1 loss 0.04284:  75%|███████▍  | 4205/5632 [23:34<07:23,  3.22it/s]
epoch 1 loss 0.04283:  75%|███████▍  | 4205/5632 [23:34<07:23,  3.22it/s]
epoch 1 loss 0.04283:  75%|███████▍  | 4206/5632 [23:34<07:23,  3.22it/s]
epoch 1 loss 0.04282:  75%|███████▍  | 4206/5632 [23:35<07:23,  3.22it/s]
epoch 1 loss 0.04282:  75%|███████▍  | 4207/5632 [23:35<07:22,  3.22it/s]
epoch 1 loss 0.04281:  75%|███████▍  | 4207/5632 [23:35<07:22,  3.22it/s]
epoch 1 loss 0.04281:  75%|███████▍  | 4208/5632 [23:35<07:22,  3.21it/s]
epoch 1 loss 0.0428:  75%|███████▍  | 4208/5632 [23:35<07:22,  3.21it/s] 
epoch 1 loss 0.0428:  75%|███████▍  | 4209/5632 [23:35<07:22,  3.22it/s]
epoch 1 loss 0.04279:  75%|███████▍  | 4209/5632 [23:35<07:22,  3.22it/s]
epoch 1 loss 0.04279:  75%|███████▍  | 4210/5632 [23:35<07:21,  3.22it/s]
epoch 1 loss 0.04278:  75%|███████▍  | 4210/5632 [23:36<07:21,  3.22it/s]
epoch 1 loss 0.04278:  75%|███████▍  | 4211/5632 [23:36<07:21,  3.22it/s]
epoch 1 loss 0.04277:  75%|███████▍  | 4211/5632 [23:36<07:21,  3.22it/s]
epoch 1 loss 0.04277:  75%|███████▍  | 4212/5632 [23:36<07:21,  3.22it/s]
epoch 1 loss 0.04276:  75%|███████▍  | 4212/5632 [23:36<07:21,  3.22it/s]
epoch 1 loss 0.04276:  75%|███████▍  | 4213/5632 [23:36<07:21,  3.21it/s]
epoch 1 loss 0.04278:  75%|███████▍  | 4213/5632 [23:37<07:21,  3.21it/s]
epoch 1 loss 0.04278:  75%|███████▍  | 4214/5632 [23:37<07:25,  3.18it/s]
epoch 1 loss 0.04277:  75%|███████▍  | 4214/5632 [23:37<07:25,  3.18it/s]
epoch 1 loss 0.04277:  75%|███████▍  | 4215/5632 [23:37<07:23,  3.20it/s]
epoch 1 loss 0.04276:  75%|███████▍  | 4215/5632 [23:37<07:23,  3.20it/s]
epoch 1 loss 0.04276:  75%|███████▍  | 4216/5632 [23:37<07:22,  3.20it/s]
epoch 1 loss 0.04275:  75%|███████▍  | 4216/5632 [23:38<07:22,  3.20it/s]
epoch 1 loss 0.04275:  75%|███████▍  | 4217/5632 [23:38<07:26,  3.17it/s]
epoch 1 loss 0.04274:  75%|███████▍  | 4217/5632 [23:38<07:26,  3.17it/s]
epoch 1 loss 0.04274:  75%|███████▍  | 4218/5632 [23:38<07:24,  3.18it/s]
epoch 1 loss 0.04273:  75%|███████▍  | 4218/5632 [23:38<07:24,  3.18it/s]
epoch 1 loss 0.04273:  75%|███████▍  | 4219/5632 [23:38<07:22,  3.19it/s]
epoch 1 loss 0.04272:  75%|███████▍  | 4219/5632 [23:39<07:22,  3.19it/s]
epoch 1 loss 0.04272:  75%|███████▍  | 4220/5632 [23:39<07:21,  3.20it/s]
epoch 1 loss 0.04271:  75%|███████▍  | 4220/5632 [23:39<07:21,  3.20it/s]
epoch 1 loss 0.04271:  75%|███████▍  | 4221/5632 [23:39<07:19,  3.21it/s]
epoch 1 loss 0.0427:  75%|███████▍  | 4221/5632 [23:39<07:19,  3.21it/s] 
epoch 1 loss 0.0427:  75%|███████▍  | 4222/5632 [23:39<07:20,  3.20it/s]
epoch 1 loss 0.04269:  75%|███████▍  | 4222/5632 [23:40<07:20,  3.20it/s]
epoch 1 loss 0.04269:  75%|███████▍  | 4223/5632 [23:40<07:19,  3.21it/s]
epoch 1 loss 0.04268:  75%|███████▍  | 4223/5632 [23:40<07:19,  3.21it/s]
epoch 1 loss 0.04268:  75%|███████▌  | 4224/5632 [23:40<07:19,  3.20it/s]
epoch 1 loss 0.04267:  75%|███████▌  | 4224/5632 [23:40<07:19,  3.20it/s]
epoch 1 loss 0.04267:  75%|███████▌  | 4225/5632 [23:40<07:17,  3.21it/s]
epoch 1 loss 0.04266:  75%|███████▌  | 4225/5632 [23:40<07:17,  3.21it/s]
epoch 1 loss 0.04266:  75%|███████▌  | 4226/5632 [23:40<07:17,  3.21it/s]
epoch 1 loss 0.04265:  75%|███████▌  | 4226/5632 [23:41<07:17,  3.21it/s]
epoch 1 loss 0.04265:  75%|███████▌  | 4227/5632 [23:41<07:16,  3.22it/s]
epoch 1 loss 0.04264:  75%|███████▌  | 4227/5632 [23:41<07:16,  3.22it/s]
epoch 1 loss 0.04264:  75%|███████▌  | 4228/5632 [23:41<07:16,  3.22it/s]
epoch 1 loss 0.04264:  75%|███████▌  | 4228/5632 [23:41<07:16,  3.22it/s]
epoch 1 loss 0.04264:  75%|███████▌  | 4229/5632 [23:41<07:14,  3.23it/s]
epoch 1 loss 0.04263:  75%|███████▌  | 4229/5632 [23:42<07:14,  3.23it/s]
epoch 1 loss 0.04263:  75%|███████▌  | 4230/5632 [23:42<07:14,  3.23it/s]
epoch 1 loss 0.04262:  75%|███████▌  | 4230/5632 [23:42<07:14,  3.23it/s]
epoch 1 loss 0.04262:  75%|███████▌  | 4231/5632 [23:42<07:14,  3.23it/s]
epoch 1 loss 0.04261:  75%|███████▌  | 4231/5632 [23:42<07:14,  3.23it/s]
epoch 1 loss 0.04261:  75%|███████▌  | 4232/5632 [23:42<07:13,  3.23it/s]
epoch 1 loss 0.04263:  75%|███████▌  | 4232/5632 [23:43<07:13,  3.23it/s]
epoch 1 loss 0.04263:  75%|███████▌  | 4233/5632 [23:43<07:21,  3.17it/s]
epoch 1 loss 0.04262:  75%|███████▌  | 4233/5632 [23:43<07:21,  3.17it/s]
epoch 1 loss 0.04262:  75%|███████▌  | 4234/5632 [23:43<07:22,  3.16it/s]
epoch 1 loss 0.04261:  75%|███████▌  | 4234/5632 [23:45<07:22,  3.16it/s]
epoch 1 loss 0.04261:  75%|███████▌  | 4235/5632 [23:45<15:59,  1.46it/s]
epoch 1 loss 0.0426:  75%|███████▌  | 4235/5632 [23:45<15:59,  1.46it/s] 
epoch 1 loss 0.0426:  75%|███████▌  | 4236/5632 [23:45<13:21,  1.74it/s]
epoch 1 loss 0.04259:  75%|███████▌  | 4236/5632 [23:45<13:21,  1.74it/s]
epoch 1 loss 0.04259:  75%|███████▌  | 4237/5632 [23:45<11:31,  2.02it/s]
epoch 1 loss 0.04258:  75%|███████▌  | 4237/5632 [23:45<11:31,  2.02it/s]
epoch 1 loss 0.04258:  75%|███████▌  | 4238/5632 [23:45<10:13,  2.27it/s]
epoch 1 loss 0.04257:  75%|███████▌  | 4238/5632 [23:46<10:13,  2.27it/s]
epoch 1 loss 0.04257:  75%|███████▌  | 4239/5632 [23:46<09:18,  2.49it/s]
epoch 1 loss 0.04256:  75%|███████▌  | 4239/5632 [23:46<09:18,  2.49it/s]
epoch 1 loss 0.04256:  75%|███████▌  | 4240/5632 [23:46<08:40,  2.67it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4240/5632 [23:46<08:40,  2.67it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4241/5632 [23:46<08:26,  2.75it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4241/5632 [23:47<08:26,  2.75it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4242/5632 [23:47<08:02,  2.88it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4242/5632 [23:47<08:02,  2.88it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4243/5632 [23:47<07:47,  2.97it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4243/5632 [23:47<07:47,  2.97it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4244/5632 [23:47<07:35,  3.05it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4244/5632 [23:48<07:35,  3.05it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4245/5632 [23:48<07:29,  3.09it/s]
epoch 1 loss 0.04253:  75%|███████▌  | 4245/5632 [23:48<07:29,  3.09it/s]
epoch 1 loss 0.04253:  75%|███████▌  | 4246/5632 [23:48<07:23,  3.12it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4246/5632 [23:48<07:23,  3.12it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4247/5632 [23:48<07:17,  3.16it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4247/5632 [23:49<07:17,  3.16it/s]
epoch 1 loss 0.04255:  75%|███████▌  | 4248/5632 [23:49<07:15,  3.18it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4248/5632 [23:49<07:15,  3.18it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4249/5632 [23:49<07:12,  3.20it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4249/5632 [23:49<07:12,  3.20it/s]
epoch 1 loss 0.04254:  75%|███████▌  | 4250/5632 [23:49<07:11,  3.21it/s]
epoch 1 loss 0.04253:  75%|███████▌  | 4250/5632 [23:50<07:11,  3.21it/s]
epoch 1 loss 0.04253:  75%|███████▌  | 4251/5632 [23:50<07:10,  3.21it/s]
epoch 1 loss 0.04252:  75%|███████▌  | 4251/5632 [23:50<07:10,  3.21it/s]
epoch 1 loss 0.04252:  75%|███████▌  | 4252/5632 [23:50<07:09,  3.21it/s]
epoch 1 loss 0.04251:  75%|███████▌  | 4252/5632 [23:50<07:09,  3.21it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4253/5632 [23:50<07:08,  3.22it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4253/5632 [23:50<07:08,  3.22it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4254/5632 [23:50<07:07,  3.22it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4254/5632 [23:51<07:07,  3.22it/s]
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epoch 1 loss 0.04253:  76%|███████▌  | 4255/5632 [23:51<07:07,  3.22it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4256/5632 [23:51<07:06,  3.22it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4256/5632 [23:51<07:06,  3.22it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4257/5632 [23:51<07:07,  3.22it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4257/5632 [23:52<07:07,  3.22it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4258/5632 [23:52<07:06,  3.22it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4258/5632 [23:52<07:06,  3.22it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4259/5632 [23:52<07:06,  3.22it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4259/5632 [23:52<07:06,  3.22it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4260/5632 [23:52<07:07,  3.21it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4260/5632 [23:53<07:07,  3.21it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4261/5632 [23:53<07:07,  3.21it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4261/5632 [23:53<07:07,  3.21it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4262/5632 [23:53<07:06,  3.22it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4262/5632 [23:53<07:06,  3.22it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4263/5632 [23:53<07:06,  3.21it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4263/5632 [23:54<07:06,  3.21it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4264/5632 [23:54<07:04,  3.22it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4264/5632 [23:54<07:04,  3.22it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4265/5632 [23:54<07:11,  3.17it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4265/5632 [23:54<07:11,  3.17it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4266/5632 [23:54<07:14,  3.14it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4266/5632 [23:55<07:14,  3.14it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4267/5632 [23:55<07:15,  3.13it/s]
epoch 1 loss 0.0425:  76%|███████▌  | 4267/5632 [23:55<07:15,  3.13it/s] 
epoch 1 loss 0.0425:  76%|███████▌  | 4268/5632 [23:55<07:11,  3.16it/s]
epoch 1 loss 0.04249:  76%|███████▌  | 4268/5632 [23:55<07:11,  3.16it/s]
epoch 1 loss 0.04249:  76%|███████▌  | 4269/5632 [23:55<07:07,  3.19it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4269/5632 [23:55<07:07,  3.19it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4270/5632 [23:55<07:05,  3.20it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4270/5632 [23:56<07:05,  3.20it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4271/5632 [23:56<07:03,  3.22it/s]
epoch 1 loss 0.04247:  76%|███████▌  | 4271/5632 [23:56<07:03,  3.22it/s]
epoch 1 loss 0.04247:  76%|███████▌  | 4272/5632 [23:56<07:01,  3.22it/s]
epoch 1 loss 0.04246:  76%|███████▌  | 4272/5632 [23:56<07:01,  3.22it/s]
epoch 1 loss 0.04246:  76%|███████▌  | 4273/5632 [23:56<07:00,  3.23it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4273/5632 [23:57<07:00,  3.23it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4274/5632 [23:57<07:00,  3.23it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4274/5632 [23:57<07:00,  3.23it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4275/5632 [23:57<06:59,  3.24it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4275/5632 [23:57<06:59,  3.24it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4276/5632 [23:57<07:05,  3.19it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4276/5632 [23:58<07:05,  3.19it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4277/5632 [23:58<07:07,  3.17it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4277/5632 [23:58<07:07,  3.17it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4278/5632 [23:58<07:15,  3.11it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4278/5632 [23:58<07:15,  3.11it/s]
epoch 1 loss 0.04251:  76%|███████▌  | 4279/5632 [23:58<07:13,  3.12it/s]
epoch 1 loss 0.0425:  76%|███████▌  | 4279/5632 [23:59<07:13,  3.12it/s] 
epoch 1 loss 0.0425:  76%|███████▌  | 4280/5632 [23:59<07:10,  3.14it/s]
epoch 1 loss 0.04249:  76%|███████▌  | 4280/5632 [23:59<07:10,  3.14it/s]
epoch 1 loss 0.04249:  76%|███████▌  | 4281/5632 [23:59<07:08,  3.16it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4281/5632 [24:01<07:08,  3.16it/s]
epoch 1 loss 0.04248:  76%|███████▌  | 4282/5632 [24:01<16:47,  1.34it/s]
epoch 1 loss 0.04247:  76%|███████▌  | 4282/5632 [24:01<16:47,  1.34it/s]
epoch 1 loss 0.04247:  76%|███████▌  | 4283/5632 [24:01<13:53,  1.62it/s]
epoch 1 loss 0.04246:  76%|███████▌  | 4283/5632 [24:01<13:53,  1.62it/s]
epoch 1 loss 0.04246:  76%|███████▌  | 4284/5632 [24:01<11:50,  1.90it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4284/5632 [24:02<11:50,  1.90it/s]
epoch 1 loss 0.04252:  76%|███████▌  | 4285/5632 [24:02<10:23,  2.16it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4285/5632 [24:02<10:23,  2.16it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4286/5632 [24:02<09:24,  2.38it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4286/5632 [24:02<09:24,  2.38it/s]
epoch 1 loss 0.04257:  76%|███████▌  | 4287/5632 [24:02<08:43,  2.57it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4287/5632 [24:03<08:43,  2.57it/s]
epoch 1 loss 0.04256:  76%|███████▌  | 4288/5632 [24:03<08:12,  2.73it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4288/5632 [24:03<08:12,  2.73it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4289/5632 [24:03<07:51,  2.85it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4289/5632 [24:03<07:51,  2.85it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4290/5632 [24:03<07:34,  2.96it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4290/5632 [24:04<07:34,  2.96it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4291/5632 [24:04<07:23,  3.02it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4291/5632 [24:04<07:23,  3.02it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4292/5632 [24:04<07:15,  3.08it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4292/5632 [24:04<07:15,  3.08it/s]
epoch 1 loss 0.04255:  76%|███████▌  | 4293/5632 [24:04<07:08,  3.12it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4293/5632 [24:04<07:08,  3.12it/s]
epoch 1 loss 0.04254:  76%|███████▌  | 4294/5632 [24:04<07:03,  3.16it/s]
epoch 1 loss 0.04253:  76%|███████▌  | 4294/5632 [24:05<07:03,  3.16it/s]
epoch 1 loss 0.04253:  76%|███████▋  | 4295/5632 [24:05<07:00,  3.18it/s]
epoch 1 loss 0.04252:  76%|███████▋  | 4295/5632 [24:05<07:00,  3.18it/s]
epoch 1 loss 0.04252:  76%|███████▋  | 4296/5632 [24:05<06:58,  3.19it/s]
epoch 1 loss 0.04251:  76%|███████▋  | 4296/5632 [24:05<06:58,  3.19it/s]
epoch 1 loss 0.04251:  76%|███████▋  | 4297/5632 [24:05<06:56,  3.20it/s]
epoch 1 loss 0.0425:  76%|███████▋  | 4297/5632 [24:06<06:56,  3.20it/s] 
epoch 1 loss 0.0425:  76%|███████▋  | 4298/5632 [24:06<06:55,  3.21it/s]
epoch 1 loss 0.04249:  76%|███████▋  | 4298/5632 [24:06<06:55,  3.21it/s]
epoch 1 loss 0.04249:  76%|███████▋  | 4299/5632 [24:06<06:53,  3.22it/s]
epoch 1 loss 0.04248:  76%|███████▋  | 4299/5632 [24:06<06:53,  3.22it/s]
epoch 1 loss 0.04248:  76%|███████▋  | 4300/5632 [24:06<06:53,  3.22it/s]
epoch 1 loss 0.04247:  76%|███████▋  | 4300/5632 [24:07<06:53,  3.22it/s]
epoch 1 loss 0.04247:  76%|███████▋  | 4301/5632 [24:07<06:52,  3.23it/s]
epoch 1 loss 0.04246:  76%|███████▋  | 4301/5632 [24:07<06:52,  3.23it/s]
epoch 1 loss 0.04246:  76%|███████▋  | 4302/5632 [24:07<06:52,  3.22it/s]
epoch 1 loss 0.04245:  76%|███████▋  | 4302/5632 [24:07<06:52,  3.22it/s]
epoch 1 loss 0.04245:  76%|███████▋  | 4303/5632 [24:07<06:52,  3.22it/s]
epoch 1 loss 0.04244:  76%|███████▋  | 4303/5632 [24:08<06:52,  3.22it/s]
epoch 1 loss 0.04244:  76%|███████▋  | 4304/5632 [24:08<06:52,  3.22it/s]
epoch 1 loss 0.04243:  76%|███████▋  | 4304/5632 [24:08<06:52,  3.22it/s]
epoch 1 loss 0.04243:  76%|███████▋  | 4305/5632 [24:08<06:52,  3.22it/s]
epoch 1 loss 0.04243:  76%|███████▋  | 4305/5632 [24:08<06:52,  3.22it/s]
epoch 1 loss 0.04243:  76%|███████▋  | 4306/5632 [24:08<06:51,  3.22it/s]
epoch 1 loss 0.04242:  76%|███████▋  | 4306/5632 [24:08<06:51,  3.22it/s]
epoch 1 loss 0.04242:  76%|███████▋  | 4307/5632 [24:08<06:51,  3.22it/s]
epoch 1 loss 0.04241:  76%|███████▋  | 4307/5632 [24:09<06:51,  3.22it/s]
epoch 1 loss 0.04241:  76%|███████▋  | 4308/5632 [24:09<06:50,  3.22it/s]
epoch 1 loss 0.04248:  76%|███████▋  | 4308/5632 [24:09<06:50,  3.22it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4309/5632 [24:09<06:50,  3.22it/s]
epoch 1 loss 0.04249:  77%|███████▋  | 4309/5632 [24:09<06:50,  3.22it/s]
epoch 1 loss 0.04249:  77%|███████▋  | 4310/5632 [24:09<06:49,  3.23it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4310/5632 [24:10<06:49,  3.23it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4311/5632 [24:10<06:49,  3.22it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4311/5632 [24:10<06:49,  3.22it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4312/5632 [24:10<06:49,  3.22it/s]
epoch 1 loss 0.04252:  77%|███████▋  | 4312/5632 [24:10<06:49,  3.22it/s]
epoch 1 loss 0.04252:  77%|███████▋  | 4313/5632 [24:10<06:48,  3.23it/s]
epoch 1 loss 0.04251:  77%|███████▋  | 4313/5632 [24:11<06:48,  3.23it/s]
epoch 1 loss 0.04251:  77%|███████▋  | 4314/5632 [24:11<06:48,  3.23it/s]
epoch 1 loss 0.0425:  77%|███████▋  | 4314/5632 [24:11<06:48,  3.23it/s] 
epoch 1 loss 0.0425:  77%|███████▋  | 4315/5632 [24:11<06:47,  3.23it/s]
epoch 1 loss 0.04249:  77%|███████▋  | 4315/5632 [24:11<06:47,  3.23it/s]
epoch 1 loss 0.04249:  77%|███████▋  | 4316/5632 [24:11<06:47,  3.23it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4316/5632 [24:12<06:47,  3.23it/s]
epoch 1 loss 0.04248:  77%|███████▋  | 4317/5632 [24:12<06:47,  3.23it/s]
epoch 1 loss 0.04247:  77%|███████▋  | 4317/5632 [24:12<06:47,  3.23it/s]
epoch 1 loss 0.04247:  77%|███████▋  | 4318/5632 [24:12<06:47,  3.23it/s]
epoch 1 loss 0.04246:  77%|███████▋  | 4318/5632 [24:12<06:47,  3.23it/s]
epoch 1 loss 0.04246:  77%|███████▋  | 4319/5632 [24:12<06:47,  3.22it/s]
epoch 1 loss 0.04245:  77%|███████▋  | 4319/5632 [24:13<06:47,  3.22it/s]
epoch 1 loss 0.04245:  77%|███████▋  | 4320/5632 [24:13<06:47,  3.22it/s]
epoch 1 loss 0.04244:  77%|███████▋  | 4320/5632 [24:13<06:47,  3.22it/s]
epoch 1 loss 0.04244:  77%|███████▋  | 4321/5632 [24:13<06:47,  3.22it/s]
epoch 1 loss 0.04243:  77%|███████▋  | 4321/5632 [24:13<06:47,  3.22it/s]
epoch 1 loss 0.04243:  77%|███████▋  | 4322/5632 [24:13<06:46,  3.22it/s]
epoch 1 loss 0.04242:  77%|███████▋  | 4322/5632 [24:13<06:46,  3.22it/s]
epoch 1 loss 0.04242:  77%|███████▋  | 4323/5632 [24:13<06:46,  3.22it/s]
epoch 1 loss 0.04241:  77%|███████▋  | 4323/5632 [24:14<06:46,  3.22it/s]
epoch 1 loss 0.04241:  77%|███████▋  | 4324/5632 [24:14<06:45,  3.22it/s]
epoch 1 loss 0.0424:  77%|███████▋  | 4324/5632 [24:14<06:45,  3.22it/s] 
epoch 1 loss 0.0424:  77%|███████▋  | 4325/5632 [24:14<06:46,  3.22it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4325/5632 [24:14<06:46,  3.22it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4326/5632 [24:14<06:45,  3.22it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4326/5632 [24:15<06:45,  3.22it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4327/5632 [24:15<06:45,  3.22it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4327/5632 [24:15<06:45,  3.22it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4328/5632 [24:15<06:44,  3.22it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4328/5632 [24:17<06:44,  3.22it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4329/5632 [24:17<15:04,  1.44it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4329/5632 [24:17<15:04,  1.44it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4330/5632 [24:17<12:33,  1.73it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4330/5632 [24:17<12:33,  1.73it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4331/5632 [24:17<10:48,  2.01it/s]
epoch 1 loss 0.04234:  77%|███████▋  | 4331/5632 [24:18<10:48,  2.01it/s]
epoch 1 loss 0.04234:  77%|███████▋  | 4332/5632 [24:18<09:33,  2.27it/s]
epoch 1 loss 0.04233:  77%|███████▋  | 4332/5632 [24:18<09:33,  2.27it/s]
epoch 1 loss 0.04233:  77%|███████▋  | 4333/5632 [24:18<08:42,  2.49it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4333/5632 [24:18<08:42,  2.49it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4334/5632 [24:18<08:05,  2.67it/s]
epoch 1 loss 0.04231:  77%|███████▋  | 4334/5632 [24:18<08:05,  2.67it/s]
epoch 1 loss 0.04231:  77%|███████▋  | 4335/5632 [24:18<07:39,  2.82it/s]
epoch 1 loss 0.0424:  77%|███████▋  | 4335/5632 [24:19<07:39,  2.82it/s] 
epoch 1 loss 0.0424:  77%|███████▋  | 4336/5632 [24:19<07:30,  2.88it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4336/5632 [24:19<07:30,  2.88it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4337/5632 [24:19<07:16,  2.97it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4337/5632 [24:19<07:16,  2.97it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4338/5632 [24:19<07:05,  3.04it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4338/5632 [24:20<07:05,  3.04it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4339/5632 [24:20<06:57,  3.09it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4339/5632 [24:20<06:57,  3.09it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4340/5632 [24:20<06:52,  3.13it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4340/5632 [24:20<06:52,  3.13it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4341/5632 [24:20<06:57,  3.09it/s]
epoch 1 loss 0.0424:  77%|███████▋  | 4341/5632 [24:21<06:57,  3.09it/s] 
epoch 1 loss 0.0424:  77%|███████▋  | 4342/5632 [24:21<06:53,  3.12it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4342/5632 [24:21<06:53,  3.12it/s]
epoch 1 loss 0.04239:  77%|███████▋  | 4343/5632 [24:21<06:55,  3.10it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4343/5632 [24:21<06:55,  3.10it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4344/5632 [24:21<06:52,  3.12it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4344/5632 [24:22<06:52,  3.12it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4345/5632 [24:22<06:48,  3.15it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4345/5632 [24:22<06:48,  3.15it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4346/5632 [24:22<06:46,  3.17it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4346/5632 [24:22<06:46,  3.17it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4347/5632 [24:22<06:48,  3.14it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4347/5632 [24:23<06:48,  3.14it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4348/5632 [24:23<06:45,  3.17it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4348/5632 [24:23<06:45,  3.17it/s]
epoch 1 loss 0.04238:  77%|███████▋  | 4349/5632 [24:23<06:44,  3.17it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4349/5632 [24:23<06:44,  3.17it/s]
epoch 1 loss 0.04237:  77%|███████▋  | 4350/5632 [24:23<06:42,  3.18it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4350/5632 [24:23<06:42,  3.18it/s]
epoch 1 loss 0.04236:  77%|███████▋  | 4351/5632 [24:23<06:39,  3.21it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4351/5632 [24:24<06:39,  3.21it/s]
epoch 1 loss 0.04235:  77%|███████▋  | 4352/5632 [24:24<06:44,  3.16it/s]
epoch 1 loss 0.04234:  77%|███████▋  | 4352/5632 [24:24<06:44,  3.16it/s]
epoch 1 loss 0.04234:  77%|███████▋  | 4353/5632 [24:24<06:41,  3.18it/s]
epoch 1 loss 0.04233:  77%|███████▋  | 4353/5632 [24:24<06:41,  3.18it/s]
epoch 1 loss 0.04233:  77%|███████▋  | 4354/5632 [24:24<06:39,  3.20it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4354/5632 [24:25<06:39,  3.20it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4355/5632 [24:25<06:39,  3.20it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4355/5632 [24:25<06:39,  3.20it/s]
epoch 1 loss 0.04232:  77%|███████▋  | 4356/5632 [24:25<06:36,  3.22it/s]
epoch 1 loss 0.04231:  77%|███████▋  | 4356/5632 [24:25<06:36,  3.22it/s]
epoch 1 loss 0.04231:  77%|███████▋  | 4357/5632 [24:25<06:38,  3.20it/s]
epoch 1 loss 0.0423:  77%|███████▋  | 4357/5632 [24:26<06:38,  3.20it/s] 
epoch 1 loss 0.0423:  77%|███████▋  | 4358/5632 [24:26<06:36,  3.21it/s]
epoch 1 loss 0.04229:  77%|███████▋  | 4358/5632 [24:26<06:36,  3.21it/s]
epoch 1 loss 0.04229:  77%|███████▋  | 4359/5632 [24:26<06:36,  3.21it/s]
epoch 1 loss 0.04228:  77%|███████▋  | 4359/5632 [24:26<06:36,  3.21it/s]
epoch 1 loss 0.04228:  77%|███████▋  | 4360/5632 [24:26<06:34,  3.22it/s]
epoch 1 loss 0.04227:  77%|███████▋  | 4360/5632 [24:27<06:34,  3.22it/s]
epoch 1 loss 0.04227:  77%|███████▋  | 4361/5632 [24:27<06:35,  3.21it/s]
epoch 1 loss 0.04226:  77%|███████▋  | 4361/5632 [24:27<06:35,  3.21it/s]
epoch 1 loss 0.04226:  77%|███████▋  | 4362/5632 [24:27<06:46,  3.12it/s]
epoch 1 loss 0.04225:  77%|███████▋  | 4362/5632 [24:27<06:46,  3.12it/s]
epoch 1 loss 0.04225:  77%|███████▋  | 4363/5632 [24:27<06:46,  3.12it/s]
epoch 1 loss 0.04228:  77%|███████▋  | 4363/5632 [24:28<06:46,  3.12it/s]
epoch 1 loss 0.04228:  77%|███████▋  | 4364/5632 [24:28<06:45,  3.13it/s]
epoch 1 loss 0.04228:  77%|███████▋  | 4364/5632 [24:28<06:45,  3.13it/s]
epoch 1 loss 0.04228:  78%|███████▊  | 4365/5632 [24:28<06:41,  3.15it/s]
epoch 1 loss 0.04227:  78%|███████▊  | 4365/5632 [24:28<06:41,  3.15it/s]
epoch 1 loss 0.04227:  78%|███████▊  | 4366/5632 [24:28<06:39,  3.17it/s]
epoch 1 loss 0.04226:  78%|███████▊  | 4366/5632 [24:29<06:39,  3.17it/s]
epoch 1 loss 0.04226:  78%|███████▊  | 4367/5632 [24:29<06:40,  3.16it/s]
epoch 1 loss 0.04225:  78%|███████▊  | 4367/5632 [24:29<06:40,  3.16it/s]
epoch 1 loss 0.04225:  78%|███████▊  | 4368/5632 [24:29<06:37,  3.18it/s]
epoch 1 loss 0.04224:  78%|███████▊  | 4368/5632 [24:29<06:37,  3.18it/s]
epoch 1 loss 0.04224:  78%|███████▊  | 4369/5632 [24:29<06:41,  3.15it/s]
epoch 1 loss 0.04223:  78%|███████▊  | 4369/5632 [24:29<06:41,  3.15it/s]
epoch 1 loss 0.04223:  78%|███████▊  | 4370/5632 [24:30<06:42,  3.13it/s]
epoch 1 loss 0.04222:  78%|███████▊  | 4370/5632 [24:30<06:42,  3.13it/s]
epoch 1 loss 0.04222:  78%|███████▊  | 4371/5632 [24:30<06:44,  3.12it/s]
epoch 1 loss 0.04221:  78%|███████▊  | 4371/5632 [24:30<06:44,  3.12it/s]
epoch 1 loss 0.04221:  78%|███████▊  | 4372/5632 [24:30<06:41,  3.14it/s]
epoch 1 loss 0.0422:  78%|███████▊  | 4372/5632 [24:30<06:41,  3.14it/s] 
epoch 1 loss 0.0422:  78%|███████▊  | 4373/5632 [24:30<06:38,  3.16it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4373/5632 [24:31<06:38,  3.16it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4374/5632 [24:31<06:35,  3.18it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4374/5632 [24:31<06:35,  3.18it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4375/5632 [24:31<06:33,  3.20it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4375/5632 [24:33<06:33,  3.20it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4376/5632 [24:33<14:09,  1.48it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4376/5632 [24:33<14:09,  1.48it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4377/5632 [24:33<11:50,  1.77it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4377/5632 [24:33<11:50,  1.77it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4378/5632 [24:33<10:13,  2.04it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4378/5632 [24:34<10:13,  2.04it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4379/5632 [24:34<09:05,  2.30it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4379/5632 [24:34<09:05,  2.30it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4380/5632 [24:34<08:17,  2.51it/s]
epoch 1 loss 0.0422:  78%|███████▊  | 4380/5632 [24:34<08:17,  2.51it/s] 
epoch 1 loss 0.0422:  78%|███████▊  | 4381/5632 [24:34<07:43,  2.70it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4381/5632 [24:34<07:43,  2.70it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4382/5632 [24:34<07:21,  2.83it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4382/5632 [24:35<07:21,  2.83it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4383/5632 [24:35<07:04,  2.94it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4383/5632 [24:35<07:04,  2.94it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4384/5632 [24:35<06:53,  3.02it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4384/5632 [24:35<06:53,  3.02it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4385/5632 [24:35<06:44,  3.08it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4385/5632 [24:36<06:44,  3.08it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4386/5632 [24:36<06:38,  3.13it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4386/5632 [24:36<06:38,  3.13it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4387/5632 [24:36<06:33,  3.16it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4387/5632 [24:36<06:33,  3.16it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4388/5632 [24:36<06:30,  3.18it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4388/5632 [24:37<06:30,  3.18it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4389/5632 [24:37<06:28,  3.20it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4389/5632 [24:37<06:28,  3.20it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4390/5632 [24:37<06:27,  3.21it/s]
epoch 1 loss 0.0422:  78%|███████▊  | 4390/5632 [24:37<06:27,  3.21it/s] 
epoch 1 loss 0.0422:  78%|███████▊  | 4391/5632 [24:37<06:25,  3.22it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4391/5632 [24:38<06:25,  3.22it/s]
epoch 1 loss 0.04219:  78%|███████▊  | 4392/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4392/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04218:  78%|███████▊  | 4393/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4393/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4394/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4394/5632 [24:38<06:24,  3.22it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4395/5632 [24:38<06:22,  3.23it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4395/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04217:  78%|███████▊  | 4396/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4396/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04216:  78%|███████▊  | 4397/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4397/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04215:  78%|███████▊  | 4398/5632 [24:39<06:22,  3.23it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4398/5632 [24:40<06:22,  3.23it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4399/5632 [24:40<06:22,  3.23it/s]
epoch 1 loss 0.04213:  78%|███████▊  | 4399/5632 [24:40<06:22,  3.23it/s]
epoch 1 loss 0.04213:  78%|███████▊  | 4400/5632 [24:40<06:21,  3.23it/s]
epoch 1 loss 0.04212:  78%|███████▊  | 4400/5632 [24:40<06:21,  3.23it/s]
epoch 1 loss 0.04212:  78%|███████▊  | 4401/5632 [24:40<06:21,  3.23it/s]
epoch 1 loss 0.04211:  78%|███████▊  | 4401/5632 [24:41<06:21,  3.23it/s]
epoch 1 loss 0.04211:  78%|███████▊  | 4402/5632 [24:41<06:20,  3.23it/s]
epoch 1 loss 0.0421:  78%|███████▊  | 4402/5632 [24:41<06:20,  3.23it/s] 
epoch 1 loss 0.0421:  78%|███████▊  | 4403/5632 [24:41<06:21,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4403/5632 [24:41<06:21,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4404/5632 [24:41<06:20,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4404/5632 [24:42<06:20,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4405/5632 [24:42<06:21,  3.22it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4405/5632 [24:42<06:21,  3.22it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4406/5632 [24:42<06:21,  3.21it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4406/5632 [24:42<06:21,  3.21it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4407/5632 [24:42<06:21,  3.21it/s]
epoch 1 loss 0.04206:  78%|███████▊  | 4407/5632 [24:42<06:21,  3.21it/s]
epoch 1 loss 0.04206:  78%|███████▊  | 4408/5632 [24:43<06:20,  3.21it/s]
epoch 1 loss 0.04205:  78%|███████▊  | 4408/5632 [24:43<06:20,  3.21it/s]
epoch 1 loss 0.04205:  78%|███████▊  | 4409/5632 [24:43<06:19,  3.22it/s]
epoch 1 loss 0.0421:  78%|███████▊  | 4409/5632 [24:43<06:19,  3.22it/s] 
epoch 1 loss 0.0421:  78%|███████▊  | 4410/5632 [24:43<06:19,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4410/5632 [24:43<06:19,  3.22it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4411/5632 [24:43<06:18,  3.22it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4411/5632 [24:44<06:18,  3.22it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4412/5632 [24:44<06:18,  3.22it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4412/5632 [24:44<06:18,  3.22it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4413/5632 [24:44<06:17,  3.23it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4413/5632 [24:44<06:17,  3.23it/s]
epoch 1 loss 0.04214:  78%|███████▊  | 4414/5632 [24:44<06:17,  3.22it/s]
epoch 1 loss 0.04213:  78%|███████▊  | 4414/5632 [24:45<06:17,  3.22it/s]
epoch 1 loss 0.04213:  78%|███████▊  | 4415/5632 [24:45<06:17,  3.22it/s]
epoch 1 loss 0.04212:  78%|███████▊  | 4415/5632 [24:45<06:17,  3.22it/s]
epoch 1 loss 0.04212:  78%|███████▊  | 4416/5632 [24:45<06:17,  3.22it/s]
epoch 1 loss 0.04211:  78%|███████▊  | 4416/5632 [24:45<06:17,  3.22it/s]
epoch 1 loss 0.04211:  78%|███████▊  | 4417/5632 [24:45<06:16,  3.23it/s]
epoch 1 loss 0.0421:  78%|███████▊  | 4417/5632 [24:46<06:16,  3.23it/s] 
epoch 1 loss 0.0421:  78%|███████▊  | 4418/5632 [24:46<06:15,  3.23it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4418/5632 [24:46<06:15,  3.23it/s]
epoch 1 loss 0.04209:  78%|███████▊  | 4419/5632 [24:46<06:15,  3.23it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4419/5632 [24:46<06:15,  3.23it/s]
epoch 1 loss 0.04208:  78%|███████▊  | 4420/5632 [24:46<06:15,  3.23it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4420/5632 [24:47<06:15,  3.23it/s]
epoch 1 loss 0.04207:  78%|███████▊  | 4421/5632 [24:47<06:15,  3.23it/s]
epoch 1 loss 0.04206:  78%|███████▊  | 4421/5632 [24:47<06:15,  3.23it/s]
epoch 1 loss 0.04206:  79%|███████▊  | 4422/5632 [24:47<06:14,  3.23it/s]
epoch 1 loss 0.04205:  79%|███████▊  | 4422/5632 [24:49<06:14,  3.23it/s]
epoch 1 loss 0.04205:  79%|███████▊  | 4423/5632 [24:49<15:15,  1.32it/s]
epoch 1 loss 0.04205:  79%|███████▊  | 4423/5632 [24:49<15:15,  1.32it/s]
epoch 1 loss 0.04205:  79%|███████▊  | 4424/5632 [24:49<12:32,  1.60it/s]
epoch 1 loss 0.04204:  79%|███████▊  | 4424/5632 [24:49<12:32,  1.60it/s]
epoch 1 loss 0.04204:  79%|███████▊  | 4425/5632 [24:49<10:39,  1.89it/s]
epoch 1 loss 0.04203:  79%|███████▊  | 4425/5632 [24:50<10:39,  1.89it/s]
epoch 1 loss 0.04203:  79%|███████▊  | 4426/5632 [24:50<09:19,  2.16it/s]
epoch 1 loss 0.04202:  79%|███████▊  | 4426/5632 [24:50<09:19,  2.16it/s]
epoch 1 loss 0.04202:  79%|███████▊  | 4427/5632 [24:50<08:22,  2.40it/s]
epoch 1 loss 0.04201:  79%|███████▊  | 4427/5632 [24:50<08:22,  2.40it/s]
epoch 1 loss 0.04201:  79%|███████▊  | 4428/5632 [24:50<07:43,  2.60it/s]
epoch 1 loss 0.042:  79%|███████▊  | 4428/5632 [24:50<07:43,  2.60it/s]  
epoch 1 loss 0.042:  79%|███████▊  | 4429/5632 [24:51<07:14,  2.77it/s]
epoch 1 loss 0.04199:  79%|███████▊  | 4429/5632 [24:51<07:14,  2.77it/s]
epoch 1 loss 0.04199:  79%|███████▊  | 4430/5632 [24:51<06:56,  2.89it/s]
epoch 1 loss 0.04203:  79%|███████▊  | 4430/5632 [24:51<06:56,  2.89it/s]
epoch 1 loss 0.04203:  79%|███████▊  | 4431/5632 [24:51<06:42,  2.98it/s]
epoch 1 loss 0.04202:  79%|███████▊  | 4431/5632 [24:51<06:42,  2.98it/s]
epoch 1 loss 0.04202:  79%|███████▊  | 4432/5632 [24:51<06:39,  3.00it/s]
epoch 1 loss 0.04201:  79%|███████▊  | 4432/5632 [24:52<06:39,  3.00it/s]
epoch 1 loss 0.04201:  79%|███████▊  | 4433/5632 [24:52<06:31,  3.06it/s]
epoch 1 loss 0.042:  79%|███████▊  | 4433/5632 [24:52<06:31,  3.06it/s]  
epoch 1 loss 0.042:  79%|███████▊  | 4434/5632 [24:52<06:28,  3.08it/s]
epoch 1 loss 0.04204:  79%|███████▊  | 4434/5632 [24:52<06:28,  3.08it/s]
epoch 1 loss 0.04204:  79%|███████▊  | 4435/5632 [24:52<06:27,  3.09it/s]
epoch 1 loss 0.04203:  79%|███████▊  | 4435/5632 [24:53<06:27,  3.09it/s]
epoch 1 loss 0.04203:  79%|███████▉  | 4436/5632 [24:53<06:21,  3.13it/s]
epoch 1 loss 0.04202:  79%|███████▉  | 4436/5632 [24:53<06:21,  3.13it/s]
epoch 1 loss 0.04202:  79%|███████▉  | 4437/5632 [24:53<06:17,  3.16it/s]
epoch 1 loss 0.04201:  79%|███████▉  | 4437/5632 [24:53<06:17,  3.16it/s]
epoch 1 loss 0.04201:  79%|███████▉  | 4438/5632 [24:53<06:15,  3.18it/s]
epoch 1 loss 0.04201:  79%|███████▉  | 4438/5632 [24:54<06:15,  3.18it/s]
epoch 1 loss 0.04201:  79%|███████▉  | 4439/5632 [24:54<06:12,  3.20it/s]
epoch 1 loss 0.042:  79%|███████▉  | 4439/5632 [24:54<06:12,  3.20it/s]  
epoch 1 loss 0.042:  79%|███████▉  | 4440/5632 [24:54<06:11,  3.21it/s]
epoch 1 loss 0.04199:  79%|███████▉  | 4440/5632 [24:54<06:11,  3.21it/s]
epoch 1 loss 0.04199:  79%|███████▉  | 4441/5632 [24:54<06:10,  3.21it/s]
epoch 1 loss 0.04198:  79%|███████▉  | 4441/5632 [24:55<06:10,  3.21it/s]
epoch 1 loss 0.04198:  79%|███████▉  | 4442/5632 [24:55<06:09,  3.22it/s]
epoch 1 loss 0.04197:  79%|███████▉  | 4442/5632 [24:55<06:09,  3.22it/s]
epoch 1 loss 0.04197:  79%|███████▉  | 4443/5632 [24:55<06:08,  3.23it/s]
epoch 1 loss 0.04196:  79%|███████▉  | 4443/5632 [24:55<06:08,  3.23it/s]
epoch 1 loss 0.04196:  79%|███████▉  | 4444/5632 [24:55<06:08,  3.23it/s]
epoch 1 loss 0.04195:  79%|███████▉  | 4444/5632 [24:55<06:08,  3.23it/s]
epoch 1 loss 0.04195:  79%|███████▉  | 4445/5632 [24:55<06:07,  3.23it/s]
epoch 1 loss 0.04194:  79%|███████▉  | 4445/5632 [24:56<06:07,  3.23it/s]
epoch 1 loss 0.04194:  79%|███████▉  | 4446/5632 [24:56<06:07,  3.23it/s]
epoch 1 loss 0.04193:  79%|███████▉  | 4446/5632 [24:56<06:07,  3.23it/s]
epoch 1 loss 0.04193:  79%|███████▉  | 4447/5632 [24:56<06:06,  3.24it/s]
epoch 1 loss 0.04192:  79%|███████▉  | 4447/5632 [24:56<06:06,  3.24it/s]
epoch 1 loss 0.04192:  79%|███████▉  | 4448/5632 [24:56<06:06,  3.23it/s]
epoch 1 loss 0.04192:  79%|███████▉  | 4448/5632 [24:57<06:06,  3.23it/s]
epoch 1 loss 0.04192:  79%|███████▉  | 4449/5632 [24:57<06:05,  3.23it/s]
epoch 1 loss 0.04191:  79%|███████▉  | 4449/5632 [24:57<06:05,  3.23it/s]
epoch 1 loss 0.04191:  79%|███████▉  | 4450/5632 [24:57<06:05,  3.23it/s]
epoch 1 loss 0.0419:  79%|███████▉  | 4450/5632 [24:57<06:05,  3.23it/s] 
epoch 1 loss 0.0419:  79%|███████▉  | 4451/5632 [24:57<06:05,  3.24it/s]
epoch 1 loss 0.04189:  79%|███████▉  | 4451/5632 [24:58<06:05,  3.24it/s]
epoch 1 loss 0.04189:  79%|███████▉  | 4452/5632 [24:58<06:05,  3.23it/s]
epoch 1 loss 0.04188:  79%|███████▉  | 4452/5632 [24:58<06:05,  3.23it/s]
epoch 1 loss 0.04188:  79%|███████▉  | 4453/5632 [24:58<06:04,  3.23it/s]
epoch 1 loss 0.04187:  79%|███████▉  | 4453/5632 [24:58<06:04,  3.23it/s]
epoch 1 loss 0.04187:  79%|███████▉  | 4454/5632 [24:58<06:04,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4454/5632 [24:59<06:04,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4455/5632 [24:59<06:04,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4455/5632 [24:59<06:04,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4456/5632 [24:59<06:03,  3.23it/s]
epoch 1 loss 0.04185:  79%|███████▉  | 4456/5632 [24:59<06:03,  3.23it/s]
epoch 1 loss 0.04185:  79%|███████▉  | 4457/5632 [24:59<06:03,  3.24it/s]
epoch 1 loss 0.04184:  79%|███████▉  | 4457/5632 [25:00<06:03,  3.24it/s]
epoch 1 loss 0.04184:  79%|███████▉  | 4458/5632 [25:00<06:02,  3.24it/s]
epoch 1 loss 0.04183:  79%|███████▉  | 4458/5632 [25:00<06:02,  3.24it/s]
epoch 1 loss 0.04183:  79%|███████▉  | 4459/5632 [25:00<06:02,  3.24it/s]
epoch 1 loss 0.04182:  79%|███████▉  | 4459/5632 [25:00<06:02,  3.24it/s]
epoch 1 loss 0.04182:  79%|███████▉  | 4460/5632 [25:00<06:02,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4460/5632 [25:00<06:02,  3.23it/s]
epoch 1 loss 0.04186:  79%|███████▉  | 4461/5632 [25:00<06:01,  3.24it/s]
epoch 1 loss 0.04185:  79%|███████▉  | 4461/5632 [25:01<06:01,  3.24it/s]
epoch 1 loss 0.04185:  79%|███████▉  | 4462/5632 [25:01<06:01,  3.24it/s]
epoch 1 loss 0.04184:  79%|███████▉  | 4462/5632 [25:01<06:01,  3.24it/s]
epoch 1 loss 0.04184:  79%|███████▉  | 4463/5632 [25:01<06:01,  3.24it/s]
epoch 1 loss 0.04183:  79%|███████▉  | 4463/5632 [25:01<06:01,  3.24it/s]
epoch 1 loss 0.04183:  79%|███████▉  | 4464/5632 [25:01<06:01,  3.23it/s]
epoch 1 loss 0.04182:  79%|███████▉  | 4464/5632 [25:02<06:01,  3.23it/s]
epoch 1 loss 0.04182:  79%|███████▉  | 4465/5632 [25:02<06:00,  3.24it/s]
epoch 1 loss 0.04181:  79%|███████▉  | 4465/5632 [25:02<06:00,  3.24it/s]
epoch 1 loss 0.04181:  79%|███████▉  | 4466/5632 [25:02<05:59,  3.24it/s]
epoch 1 loss 0.0418:  79%|███████▉  | 4466/5632 [25:02<05:59,  3.24it/s] 
epoch 1 loss 0.0418:  79%|███████▉  | 4467/5632 [25:02<05:59,  3.24it/s]
epoch 1 loss 0.0418:  79%|███████▉  | 4467/5632 [25:03<05:59,  3.24it/s]
epoch 1 loss 0.0418:  79%|███████▉  | 4468/5632 [25:03<05:59,  3.24it/s]
epoch 1 loss 0.04179:  79%|███████▉  | 4468/5632 [25:03<05:59,  3.24it/s]
epoch 1 loss 0.04179:  79%|███████▉  | 4469/5632 [25:03<05:58,  3.24it/s]
epoch 1 loss 0.04178:  79%|███████▉  | 4469/5632 [25:04<05:58,  3.24it/s]
epoch 1 loss 0.04178:  79%|███████▉  | 4470/5632 [25:04<12:19,  1.57it/s]
epoch 1 loss 0.04177:  79%|███████▉  | 4470/5632 [25:05<12:19,  1.57it/s]
epoch 1 loss 0.04177:  79%|███████▉  | 4471/5632 [25:05<10:25,  1.86it/s]
epoch 1 loss 0.04176:  79%|███████▉  | 4471/5632 [25:05<10:25,  1.86it/s]
epoch 1 loss 0.04176:  79%|███████▉  | 4472/5632 [25:05<09:04,  2.13it/s]
epoch 1 loss 0.04175:  79%|███████▉  | 4472/5632 [25:05<09:04,  2.13it/s]
epoch 1 loss 0.04175:  79%|███████▉  | 4473/5632 [25:05<08:08,  2.37it/s]
epoch 1 loss 0.04174:  79%|███████▉  | 4473/5632 [25:06<08:08,  2.37it/s]
epoch 1 loss 0.04174:  79%|███████▉  | 4474/5632 [25:06<07:28,  2.58it/s]
epoch 1 loss 0.04173:  79%|███████▉  | 4474/5632 [25:06<07:28,  2.58it/s]
epoch 1 loss 0.04173:  79%|███████▉  | 4475/5632 [25:06<07:00,  2.75it/s]
epoch 1 loss 0.04173:  79%|███████▉  | 4475/5632 [25:06<07:00,  2.75it/s]
epoch 1 loss 0.04173:  79%|███████▉  | 4476/5632 [25:06<06:41,  2.88it/s]
epoch 1 loss 0.04172:  79%|███████▉  | 4476/5632 [25:06<06:41,  2.88it/s]
epoch 1 loss 0.04172:  79%|███████▉  | 4477/5632 [25:06<06:27,  2.98it/s]
epoch 1 loss 0.04171:  79%|███████▉  | 4477/5632 [25:07<06:27,  2.98it/s]
epoch 1 loss 0.04171:  80%|███████▉  | 4478/5632 [25:07<06:18,  3.05it/s]
epoch 1 loss 0.0417:  80%|███████▉  | 4478/5632 [25:07<06:18,  3.05it/s] 
epoch 1 loss 0.0417:  80%|███████▉  | 4479/5632 [25:07<06:11,  3.10it/s]
epoch 1 loss 0.04169:  80%|███████▉  | 4479/5632 [25:07<06:11,  3.10it/s]
epoch 1 loss 0.04169:  80%|███████▉  | 4480/5632 [25:07<06:06,  3.14it/s]
epoch 1 loss 0.04168:  80%|███████▉  | 4480/5632 [25:08<06:06,  3.14it/s]
epoch 1 loss 0.04168:  80%|███████▉  | 4481/5632 [25:08<06:06,  3.14it/s]
epoch 1 loss 0.04167:  80%|███████▉  | 4481/5632 [25:08<06:06,  3.14it/s]
epoch 1 loss 0.04167:  80%|███████▉  | 4482/5632 [25:08<06:03,  3.17it/s]
epoch 1 loss 0.04166:  80%|███████▉  | 4482/5632 [25:08<06:03,  3.17it/s]
epoch 1 loss 0.04166:  80%|███████▉  | 4483/5632 [25:08<06:08,  3.12it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4483/5632 [25:09<06:08,  3.12it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4484/5632 [25:09<06:04,  3.15it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4484/5632 [25:09<06:04,  3.15it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4485/5632 [25:09<06:03,  3.15it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4485/5632 [25:09<06:03,  3.15it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4486/5632 [25:09<06:01,  3.17it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4486/5632 [25:10<06:01,  3.17it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4487/5632 [25:10<06:01,  3.16it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4487/5632 [25:10<06:01,  3.16it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4488/5632 [25:10<06:00,  3.17it/s]
epoch 1 loss 0.04161:  80%|███████▉  | 4488/5632 [25:10<06:00,  3.17it/s]
epoch 1 loss 0.04161:  80%|███████▉  | 4489/5632 [25:10<06:09,  3.09it/s]
epoch 1 loss 0.0416:  80%|███████▉  | 4489/5632 [25:11<06:09,  3.09it/s] 
epoch 1 loss 0.0416:  80%|███████▉  | 4490/5632 [25:11<06:09,  3.09it/s]
epoch 1 loss 0.04159:  80%|███████▉  | 4490/5632 [25:11<06:09,  3.09it/s]
epoch 1 loss 0.04159:  80%|███████▉  | 4491/5632 [25:11<06:06,  3.11it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4491/5632 [25:11<06:06,  3.11it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4492/5632 [25:11<06:03,  3.14it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4492/5632 [25:12<06:03,  3.14it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4493/5632 [25:12<06:05,  3.11it/s]
epoch 1 loss 0.04161:  80%|███████▉  | 4493/5632 [25:12<06:05,  3.11it/s]
epoch 1 loss 0.04161:  80%|███████▉  | 4494/5632 [25:12<06:01,  3.15it/s]
epoch 1 loss 0.0416:  80%|███████▉  | 4494/5632 [25:12<06:01,  3.15it/s] 
epoch 1 loss 0.0416:  80%|███████▉  | 4495/5632 [25:12<06:10,  3.07it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4495/5632 [25:13<06:10,  3.07it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4496/5632 [25:13<06:07,  3.09it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4496/5632 [25:13<06:07,  3.09it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4497/5632 [25:13<06:03,  3.13it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4497/5632 [25:13<06:03,  3.13it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4498/5632 [25:13<05:59,  3.15it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4498/5632 [25:13<05:59,  3.15it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4499/5632 [25:13<05:57,  3.17it/s]
epoch 1 loss 0.04166:  80%|███████▉  | 4499/5632 [25:14<05:57,  3.17it/s]
epoch 1 loss 0.04166:  80%|███████▉  | 4500/5632 [25:14<05:56,  3.17it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4500/5632 [25:14<05:56,  3.17it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4501/5632 [25:14<05:56,  3.18it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4501/5632 [25:14<05:56,  3.18it/s]
epoch 1 loss 0.04164:  80%|███████▉  | 4502/5632 [25:14<05:57,  3.16it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4502/5632 [25:15<05:57,  3.16it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4503/5632 [25:15<05:56,  3.17it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4503/5632 [25:15<05:56,  3.17it/s]
epoch 1 loss 0.04163:  80%|███████▉  | 4504/5632 [25:15<05:55,  3.17it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4504/5632 [25:15<05:55,  3.17it/s]
epoch 1 loss 0.04162:  80%|███████▉  | 4505/5632 [25:15<05:58,  3.14it/s]
epoch 1 loss 0.04165:  80%|███████▉  | 4505/5632 [25:16<05:58,  3.14it/s]
epoch 1 loss 0.04165:  80%|████████  | 4506/5632 [25:16<05:59,  3.13it/s]
epoch 1 loss 0.04165:  80%|████████  | 4506/5632 [25:16<05:59,  3.13it/s]
epoch 1 loss 0.04165:  80%|████████  | 4507/5632 [25:16<05:57,  3.15it/s]
epoch 1 loss 0.04164:  80%|████████  | 4507/5632 [25:16<05:57,  3.15it/s]
epoch 1 loss 0.04164:  80%|████████  | 4508/5632 [25:16<05:53,  3.18it/s]
epoch 1 loss 0.04163:  80%|████████  | 4508/5632 [25:17<05:53,  3.18it/s]
epoch 1 loss 0.04163:  80%|████████  | 4509/5632 [25:17<05:51,  3.19it/s]
epoch 1 loss 0.04162:  80%|████████  | 4509/5632 [25:17<05:51,  3.19it/s]
epoch 1 loss 0.04162:  80%|████████  | 4510/5632 [25:17<05:50,  3.20it/s]
epoch 1 loss 0.04161:  80%|████████  | 4510/5632 [25:17<05:50,  3.20it/s]
epoch 1 loss 0.04161:  80%|████████  | 4511/5632 [25:17<05:49,  3.21it/s]
epoch 1 loss 0.0416:  80%|████████  | 4511/5632 [25:18<05:49,  3.21it/s] 
epoch 1 loss 0.0416:  80%|████████  | 4512/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04159:  80%|████████  | 4512/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04159:  80%|████████  | 4513/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04158:  80%|████████  | 4513/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04158:  80%|████████  | 4514/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04158:  80%|████████  | 4514/5632 [25:18<05:48,  3.21it/s]
epoch 1 loss 0.04158:  80%|████████  | 4515/5632 [25:18<05:46,  3.22it/s]
epoch 1 loss 0.04157:  80%|████████  | 4515/5632 [25:19<05:46,  3.22it/s]
epoch 1 loss 0.04157:  80%|████████  | 4516/5632 [25:19<05:45,  3.23it/s]
epoch 1 loss 0.04156:  80%|████████  | 4516/5632 [25:20<05:45,  3.23it/s]
epoch 1 loss 0.04156:  80%|████████  | 4517/5632 [25:20<13:30,  1.38it/s]
epoch 1 loss 0.04155:  80%|████████  | 4517/5632 [25:21<13:30,  1.38it/s]
epoch 1 loss 0.04155:  80%|████████  | 4518/5632 [25:21<11:10,  1.66it/s]
epoch 1 loss 0.04155:  80%|████████  | 4518/5632 [25:21<11:10,  1.66it/s]
epoch 1 loss 0.04155:  80%|████████  | 4519/5632 [25:21<09:32,  1.94it/s]
epoch 1 loss 0.04154:  80%|████████  | 4519/5632 [25:21<09:32,  1.94it/s]
epoch 1 loss 0.04154:  80%|████████  | 4520/5632 [25:21<08:24,  2.21it/s]
epoch 1 loss 0.04156:  80%|████████  | 4520/5632 [25:22<08:24,  2.21it/s]
epoch 1 loss 0.04156:  80%|████████  | 4521/5632 [25:22<07:35,  2.44it/s]
epoch 1 loss 0.04155:  80%|████████  | 4521/5632 [25:22<07:35,  2.44it/s]
epoch 1 loss 0.04155:  80%|████████  | 4522/5632 [25:22<07:01,  2.63it/s]
epoch 1 loss 0.04154:  80%|████████  | 4522/5632 [25:22<07:01,  2.63it/s]
epoch 1 loss 0.04154:  80%|████████  | 4523/5632 [25:22<06:37,  2.79it/s]
epoch 1 loss 0.04153:  80%|████████  | 4523/5632 [25:23<06:37,  2.79it/s]
epoch 1 loss 0.04153:  80%|████████  | 4524/5632 [25:23<06:21,  2.91it/s]
epoch 1 loss 0.04152:  80%|████████  | 4524/5632 [25:23<06:21,  2.91it/s]
epoch 1 loss 0.04152:  80%|████████  | 4525/5632 [25:23<06:09,  3.00it/s]
epoch 1 loss 0.04151:  80%|████████  | 4525/5632 [25:23<06:09,  3.00it/s]
epoch 1 loss 0.04151:  80%|████████  | 4526/5632 [25:23<06:01,  3.06it/s]
epoch 1 loss 0.04151:  80%|████████  | 4526/5632 [25:24<06:01,  3.06it/s]
epoch 1 loss 0.04151:  80%|████████  | 4527/5632 [25:24<05:55,  3.11it/s]
epoch 1 loss 0.0415:  80%|████████  | 4527/5632 [25:24<05:55,  3.11it/s] 
epoch 1 loss 0.0415:  80%|████████  | 4528/5632 [25:24<05:50,  3.15it/s]
epoch 1 loss 0.04149:  80%|████████  | 4528/5632 [25:24<05:50,  3.15it/s]
epoch 1 loss 0.04149:  80%|████████  | 4529/5632 [25:24<05:47,  3.17it/s]
epoch 1 loss 0.04151:  80%|████████  | 4529/5632 [25:25<05:47,  3.17it/s]
epoch 1 loss 0.04151:  80%|████████  | 4530/5632 [25:25<05:45,  3.19it/s]
epoch 1 loss 0.04151:  80%|████████  | 4530/5632 [25:25<05:45,  3.19it/s]
epoch 1 loss 0.04151:  80%|████████  | 4531/5632 [25:25<05:43,  3.20it/s]
epoch 1 loss 0.0415:  80%|████████  | 4531/5632 [25:25<05:43,  3.20it/s] 
epoch 1 loss 0.0415:  80%|████████  | 4532/5632 [25:25<05:42,  3.21it/s]
epoch 1 loss 0.04149:  80%|████████  | 4532/5632 [25:25<05:42,  3.21it/s]
epoch 1 loss 0.04149:  80%|████████  | 4533/5632 [25:25<05:41,  3.22it/s]
epoch 1 loss 0.04148:  80%|████████  | 4533/5632 [25:26<05:41,  3.22it/s]
epoch 1 loss 0.04148:  81%|████████  | 4534/5632 [25:26<05:40,  3.22it/s]
epoch 1 loss 0.04147:  81%|████████  | 4534/5632 [25:26<05:40,  3.22it/s]
epoch 1 loss 0.04147:  81%|████████  | 4535/5632 [25:26<05:40,  3.22it/s]
epoch 1 loss 0.04146:  81%|████████  | 4535/5632 [25:26<05:40,  3.22it/s]
epoch 1 loss 0.04146:  81%|████████  | 4536/5632 [25:26<05:39,  3.22it/s]
epoch 1 loss 0.04145:  81%|████████  | 4536/5632 [25:27<05:39,  3.22it/s]
epoch 1 loss 0.04145:  81%|████████  | 4537/5632 [25:27<05:39,  3.23it/s]
epoch 1 loss 0.04144:  81%|████████  | 4537/5632 [25:27<05:39,  3.23it/s]
epoch 1 loss 0.04144:  81%|████████  | 4538/5632 [25:27<05:39,  3.23it/s]
epoch 1 loss 0.04144:  81%|████████  | 4538/5632 [25:27<05:39,  3.23it/s]
epoch 1 loss 0.04144:  81%|████████  | 4539/5632 [25:27<05:37,  3.24it/s]
epoch 1 loss 0.04143:  81%|████████  | 4539/5632 [25:28<05:37,  3.24it/s]
epoch 1 loss 0.04143:  81%|████████  | 4540/5632 [25:28<05:37,  3.24it/s]
epoch 1 loss 0.04142:  81%|████████  | 4540/5632 [25:28<05:37,  3.24it/s]
epoch 1 loss 0.04142:  81%|████████  | 4541/5632 [25:28<05:37,  3.23it/s]
epoch 1 loss 0.04141:  81%|████████  | 4541/5632 [25:28<05:37,  3.23it/s]
epoch 1 loss 0.04141:  81%|████████  | 4542/5632 [25:28<05:37,  3.23it/s]
epoch 1 loss 0.04141:  81%|████████  | 4542/5632 [25:29<05:37,  3.23it/s]
epoch 1 loss 0.04141:  81%|████████  | 4543/5632 [25:29<05:37,  3.23it/s]
epoch 1 loss 0.0414:  81%|████████  | 4543/5632 [25:29<05:37,  3.23it/s] 
epoch 1 loss 0.0414:  81%|████████  | 4544/5632 [25:29<05:36,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████  | 4544/5632 [25:29<05:36,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████  | 4545/5632 [25:29<05:36,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4545/5632 [25:29<05:36,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4546/5632 [25:29<05:36,  3.23it/s]
epoch 1 loss 0.0414:  81%|████████  | 4546/5632 [25:30<05:36,  3.23it/s] 
epoch 1 loss 0.0414:  81%|████████  | 4547/5632 [25:30<05:36,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████  | 4547/5632 [25:30<05:36,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████  | 4548/5632 [25:30<05:36,  3.22it/s]
epoch 1 loss 0.04138:  81%|████████  | 4548/5632 [25:30<05:36,  3.22it/s]
epoch 1 loss 0.04138:  81%|████████  | 4549/5632 [25:30<05:35,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4549/5632 [25:31<05:35,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4550/5632 [25:31<05:34,  3.23it/s]
epoch 1 loss 0.04137:  81%|████████  | 4550/5632 [25:31<05:34,  3.23it/s]
epoch 1 loss 0.04137:  81%|████████  | 4551/5632 [25:31<05:34,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4551/5632 [25:31<05:34,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4552/5632 [25:31<05:34,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4552/5632 [25:32<05:34,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4553/5632 [25:32<05:34,  3.23it/s]
epoch 1 loss 0.04135:  81%|████████  | 4553/5632 [25:32<05:34,  3.23it/s]
epoch 1 loss 0.04135:  81%|████████  | 4554/5632 [25:32<05:34,  3.23it/s]
epoch 1 loss 0.04134:  81%|████████  | 4554/5632 [25:32<05:34,  3.23it/s]
epoch 1 loss 0.04134:  81%|████████  | 4555/5632 [25:32<05:33,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████  | 4555/5632 [25:33<05:33,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████  | 4556/5632 [25:33<05:33,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████  | 4556/5632 [25:33<05:33,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████  | 4557/5632 [25:33<05:33,  3.23it/s]
epoch 1 loss 0.04132:  81%|████████  | 4557/5632 [25:33<05:33,  3.23it/s]
epoch 1 loss 0.04132:  81%|████████  | 4558/5632 [25:33<05:32,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████  | 4558/5632 [25:33<05:32,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████  | 4559/5632 [25:33<05:32,  3.23it/s]
epoch 1 loss 0.0413:  81%|████████  | 4559/5632 [25:34<05:32,  3.23it/s] 
epoch 1 loss 0.0413:  81%|████████  | 4560/5632 [25:34<05:32,  3.23it/s]
epoch 1 loss 0.04129:  81%|████████  | 4560/5632 [25:34<05:32,  3.23it/s]
epoch 1 loss 0.04129:  81%|████████  | 4561/5632 [25:34<05:31,  3.23it/s]
epoch 1 loss 0.04137:  81%|████████  | 4561/5632 [25:34<05:31,  3.23it/s]
epoch 1 loss 0.04137:  81%|████████  | 4562/5632 [25:34<05:31,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4562/5632 [25:35<05:31,  3.23it/s]
epoch 1 loss 0.04136:  81%|████████  | 4563/5632 [25:35<05:30,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4563/5632 [25:36<05:30,  3.23it/s]
epoch 1 loss 0.04138:  81%|████████  | 4564/5632 [25:36<11:18,  1.57it/s]
epoch 1 loss 0.04137:  81%|████████  | 4564/5632 [25:36<11:18,  1.57it/s]
epoch 1 loss 0.04137:  81%|████████  | 4565/5632 [25:36<09:33,  1.86it/s]
epoch 1 loss 0.04136:  81%|████████  | 4565/5632 [25:37<09:33,  1.86it/s]
epoch 1 loss 0.04136:  81%|████████  | 4566/5632 [25:37<08:20,  2.13it/s]
epoch 1 loss 0.04135:  81%|████████  | 4566/5632 [25:37<08:20,  2.13it/s]
epoch 1 loss 0.04135:  81%|████████  | 4567/5632 [25:37<07:29,  2.37it/s]
epoch 1 loss 0.04137:  81%|████████  | 4567/5632 [25:37<07:29,  2.37it/s]
epoch 1 loss 0.04137:  81%|████████  | 4568/5632 [25:37<06:53,  2.58it/s]
epoch 1 loss 0.04139:  81%|████████  | 4568/5632 [25:38<06:53,  2.58it/s]
epoch 1 loss 0.04139:  81%|████████  | 4569/5632 [25:38<06:27,  2.74it/s]
epoch 1 loss 0.04138:  81%|████████  | 4569/5632 [25:38<06:27,  2.74it/s]
epoch 1 loss 0.04138:  81%|████████  | 4570/5632 [25:38<06:10,  2.87it/s]
epoch 1 loss 0.04137:  81%|████████  | 4570/5632 [25:38<06:10,  2.87it/s]
epoch 1 loss 0.04137:  81%|████████  | 4571/5632 [25:38<05:57,  2.97it/s]
epoch 1 loss 0.04137:  81%|████████  | 4571/5632 [25:39<05:57,  2.97it/s]
epoch 1 loss 0.04137:  81%|████████  | 4572/5632 [25:39<05:48,  3.04it/s]
epoch 1 loss 0.0414:  81%|████████  | 4572/5632 [25:39<05:48,  3.04it/s] 
epoch 1 loss 0.0414:  81%|████████  | 4573/5632 [25:39<05:42,  3.09it/s]
epoch 1 loss 0.04139:  81%|████████  | 4573/5632 [25:39<05:42,  3.09it/s]
epoch 1 loss 0.04139:  81%|████████  | 4574/5632 [25:39<05:38,  3.13it/s]
epoch 1 loss 0.04138:  81%|████████  | 4574/5632 [25:40<05:38,  3.13it/s]
epoch 1 loss 0.04138:  81%|████████  | 4575/5632 [25:40<05:34,  3.16it/s]
epoch 1 loss 0.04137:  81%|████████  | 4575/5632 [25:40<05:34,  3.16it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4576/5632 [25:40<05:32,  3.17it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4576/5632 [25:40<05:32,  3.17it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4577/5632 [25:40<05:30,  3.19it/s]
epoch 1 loss 0.0414:  81%|████████▏ | 4577/5632 [25:40<05:30,  3.19it/s] 
epoch 1 loss 0.0414:  81%|████████▏ | 4578/5632 [25:40<05:29,  3.20it/s]
epoch 1 loss 0.04139:  81%|████████▏ | 4578/5632 [25:41<05:29,  3.20it/s]
epoch 1 loss 0.04139:  81%|████████▏ | 4579/5632 [25:41<05:28,  3.20it/s]
epoch 1 loss 0.04138:  81%|████████▏ | 4579/5632 [25:41<05:28,  3.20it/s]
epoch 1 loss 0.04138:  81%|████████▏ | 4580/5632 [25:41<05:27,  3.22it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4580/5632 [25:41<05:27,  3.22it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4581/5632 [25:41<05:26,  3.22it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4581/5632 [25:42<05:26,  3.22it/s]
epoch 1 loss 0.04137:  81%|████████▏ | 4582/5632 [25:42<05:25,  3.22it/s]
epoch 1 loss 0.04136:  81%|████████▏ | 4582/5632 [25:42<05:25,  3.22it/s]
epoch 1 loss 0.04136:  81%|████████▏ | 4583/5632 [25:42<05:25,  3.23it/s]
epoch 1 loss 0.04135:  81%|████████▏ | 4583/5632 [25:42<05:25,  3.23it/s]
epoch 1 loss 0.04135:  81%|████████▏ | 4584/5632 [25:42<05:24,  3.23it/s]
epoch 1 loss 0.04134:  81%|████████▏ | 4584/5632 [25:43<05:24,  3.23it/s]
epoch 1 loss 0.04134:  81%|████████▏ | 4585/5632 [25:43<05:24,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████▏ | 4585/5632 [25:43<05:24,  3.23it/s]
epoch 1 loss 0.04133:  81%|████████▏ | 4586/5632 [25:43<05:24,  3.23it/s]
epoch 1 loss 0.04132:  81%|████████▏ | 4586/5632 [25:43<05:24,  3.23it/s]
epoch 1 loss 0.04132:  81%|████████▏ | 4587/5632 [25:43<05:23,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████▏ | 4587/5632 [25:44<05:23,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████▏ | 4588/5632 [25:44<05:23,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████▏ | 4588/5632 [25:44<05:23,  3.23it/s]
epoch 1 loss 0.04131:  81%|████████▏ | 4589/5632 [25:44<05:22,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████▏ | 4589/5632 [25:44<05:22,  3.23it/s]
epoch 1 loss 0.04139:  81%|████████▏ | 4590/5632 [25:44<05:23,  3.22it/s]
epoch 1 loss 0.04138:  81%|████████▏ | 4590/5632 [25:44<05:23,  3.22it/s]
epoch 1 loss 0.04138:  82%|████████▏ | 4591/5632 [25:44<05:23,  3.22it/s]
epoch 1 loss 0.04137:  82%|████████▏ | 4591/5632 [25:45<05:23,  3.22it/s]
epoch 1 loss 0.04137:  82%|████████▏ | 4592/5632 [25:45<05:22,  3.22it/s]
epoch 1 loss 0.04136:  82%|████████▏ | 4592/5632 [25:45<05:22,  3.22it/s]
epoch 1 loss 0.04136:  82%|████████▏ | 4593/5632 [25:45<05:22,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4593/5632 [25:45<05:22,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4594/5632 [25:45<05:21,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4594/5632 [25:46<05:21,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4595/5632 [25:46<05:21,  3.23it/s]
epoch 1 loss 0.04134:  82%|████████▏ | 4595/5632 [25:46<05:21,  3.23it/s]
epoch 1 loss 0.04134:  82%|████████▏ | 4596/5632 [25:46<05:21,  3.22it/s]
epoch 1 loss 0.04138:  82%|████████▏ | 4596/5632 [25:46<05:21,  3.22it/s]
epoch 1 loss 0.04138:  82%|████████▏ | 4597/5632 [25:46<05:20,  3.23it/s]
epoch 1 loss 0.04138:  82%|████████▏ | 4597/5632 [25:47<05:20,  3.23it/s]
epoch 1 loss 0.04138:  82%|████████▏ | 4598/5632 [25:47<05:20,  3.23it/s]
epoch 1 loss 0.04137:  82%|████████▏ | 4598/5632 [25:47<05:20,  3.23it/s]
epoch 1 loss 0.04137:  82%|████████▏ | 4599/5632 [25:47<05:20,  3.23it/s]
epoch 1 loss 0.04136:  82%|████████▏ | 4599/5632 [25:47<05:20,  3.23it/s]
epoch 1 loss 0.04136:  82%|████████▏ | 4600/5632 [25:47<05:20,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4600/5632 [25:48<05:20,  3.22it/s]
epoch 1 loss 0.04135:  82%|████████▏ | 4601/5632 [25:48<05:19,  3.22it/s]
epoch 1 loss 0.04134:  82%|████████▏ | 4601/5632 [25:48<05:19,  3.22it/s]
epoch 1 loss 0.04134:  82%|████████▏ | 4602/5632 [25:48<05:19,  3.22it/s]
epoch 1 loss 0.04133:  82%|████████▏ | 4602/5632 [25:48<05:19,  3.22it/s]
epoch 1 loss 0.04133:  82%|████████▏ | 4603/5632 [25:48<05:19,  3.22it/s]
epoch 1 loss 0.04133:  82%|████████▏ | 4603/5632 [25:49<05:19,  3.22it/s]
epoch 1 loss 0.04133:  82%|████████▏ | 4604/5632 [25:49<05:19,  3.22it/s]
epoch 1 loss 0.04132:  82%|████████▏ | 4604/5632 [25:49<05:19,  3.22it/s]
epoch 1 loss 0.04132:  82%|████████▏ | 4605/5632 [25:49<05:19,  3.21it/s]
epoch 1 loss 0.04131:  82%|████████▏ | 4605/5632 [25:49<05:19,  3.21it/s]
epoch 1 loss 0.04131:  82%|████████▏ | 4606/5632 [25:49<05:18,  3.22it/s]
epoch 1 loss 0.0413:  82%|████████▏ | 4606/5632 [25:49<05:18,  3.22it/s] 
epoch 1 loss 0.0413:  82%|████████▏ | 4607/5632 [25:49<05:18,  3.22it/s]
epoch 1 loss 0.04129:  82%|████████▏ | 4607/5632 [25:50<05:18,  3.22it/s]
epoch 1 loss 0.04129:  82%|████████▏ | 4608/5632 [25:50<05:17,  3.22it/s]
epoch 1 loss 0.04128:  82%|████████▏ | 4608/5632 [25:50<05:17,  3.22it/s]
epoch 1 loss 0.04128:  82%|████████▏ | 4609/5632 [25:50<05:17,  3.22it/s]
epoch 1 loss 0.04127:  82%|████████▏ | 4609/5632 [25:50<05:17,  3.22it/s]
epoch 1 loss 0.04127:  82%|████████▏ | 4610/5632 [25:50<05:16,  3.23it/s]
epoch 1 loss 0.04126:  82%|████████▏ | 4610/5632 [25:52<05:16,  3.23it/s]
epoch 1 loss 0.04126:  82%|████████▏ | 4611/5632 [25:52<12:49,  1.33it/s]
epoch 1 loss 0.04125:  82%|████████▏ | 4611/5632 [25:52<12:49,  1.33it/s]
epoch 1 loss 0.04125:  82%|████████▏ | 4612/5632 [25:52<10:33,  1.61it/s]
epoch 1 loss 0.04125:  82%|████████▏ | 4612/5632 [25:53<10:33,  1.61it/s]
epoch 1 loss 0.04125:  82%|████████▏ | 4613/5632 [25:53<08:57,  1.90it/s]
epoch 1 loss 0.04124:  82%|████████▏ | 4613/5632 [25:53<08:57,  1.90it/s]
epoch 1 loss 0.04124:  82%|████████▏ | 4614/5632 [25:53<07:50,  2.16it/s]
epoch 1 loss 0.04123:  82%|████████▏ | 4614/5632 [25:53<07:50,  2.16it/s]
epoch 1 loss 0.04123:  82%|████████▏ | 4615/5632 [25:53<07:03,  2.40it/s]
epoch 1 loss 0.04122:  82%|████████▏ | 4615/5632 [25:54<07:03,  2.40it/s]
epoch 1 loss 0.04122:  82%|████████▏ | 4616/5632 [25:54<06:30,  2.60it/s]
epoch 1 loss 0.04121:  82%|████████▏ | 4616/5632 [25:54<06:30,  2.60it/s]
epoch 1 loss 0.04121:  82%|████████▏ | 4617/5632 [25:54<06:07,  2.76it/s]
epoch 1 loss 0.0412:  82%|████████▏ | 4617/5632 [25:54<06:07,  2.76it/s] 
epoch 1 loss 0.0412:  82%|████████▏ | 4618/5632 [25:54<05:51,  2.88it/s]
epoch 1 loss 0.0412:  82%|████████▏ | 4618/5632 [25:55<05:51,  2.88it/s]
epoch 1 loss 0.0412:  82%|████████▏ | 4619/5632 [25:55<05:39,  2.98it/s]
epoch 1 loss 0.04119:  82%|████████▏ | 4619/5632 [25:55<05:39,  2.98it/s]
epoch 1 loss 0.04119:  82%|████████▏ | 4620/5632 [25:55<05:31,  3.05it/s]
epoch 1 loss 0.04118:  82%|████████▏ | 4620/5632 [25:55<05:31,  3.05it/s]
epoch 1 loss 0.04118:  82%|████████▏ | 4621/5632 [25:55<05:25,  3.10it/s]
epoch 1 loss 0.04117:  82%|████████▏ | 4621/5632 [25:56<05:25,  3.10it/s]
epoch 1 loss 0.04117:  82%|████████▏ | 4622/5632 [25:56<05:21,  3.14it/s]
epoch 1 loss 0.04116:  82%|████████▏ | 4622/5632 [25:56<05:21,  3.14it/s]
epoch 1 loss 0.04116:  82%|████████▏ | 4623/5632 [25:56<05:17,  3.17it/s]
epoch 1 loss 0.04116:  82%|████████▏ | 4623/5632 [25:56<05:17,  3.17it/s]
epoch 1 loss 0.04116:  82%|████████▏ | 4624/5632 [25:56<05:16,  3.19it/s]
epoch 1 loss 0.04115:  82%|████████▏ | 4624/5632 [25:57<05:16,  3.19it/s]
epoch 1 loss 0.04115:  82%|████████▏ | 4625/5632 [25:57<05:14,  3.20it/s]
epoch 1 loss 0.04114:  82%|████████▏ | 4625/5632 [25:57<05:14,  3.20it/s]
epoch 1 loss 0.04114:  82%|████████▏ | 4626/5632 [25:57<05:13,  3.21it/s]
epoch 1 loss 0.04113:  82%|████████▏ | 4626/5632 [25:57<05:13,  3.21it/s]
epoch 1 loss 0.04113:  82%|████████▏ | 4627/5632 [25:57<05:12,  3.22it/s]
epoch 1 loss 0.04112:  82%|████████▏ | 4627/5632 [25:57<05:12,  3.22it/s]
epoch 1 loss 0.04112:  82%|████████▏ | 4628/5632 [25:57<05:12,  3.22it/s]
epoch 1 loss 0.04111:  82%|████████▏ | 4628/5632 [25:58<05:12,  3.22it/s]
epoch 1 loss 0.04111:  82%|████████▏ | 4629/5632 [25:58<05:11,  3.22it/s]
epoch 1 loss 0.0411:  82%|████████▏ | 4629/5632 [25:58<05:11,  3.22it/s] 
epoch 1 loss 0.0411:  82%|████████▏ | 4630/5632 [25:58<05:11,  3.22it/s]
epoch 1 loss 0.0411:  82%|████████▏ | 4630/5632 [25:58<05:11,  3.22it/s]
epoch 1 loss 0.0411:  82%|████████▏ | 4631/5632 [25:58<05:09,  3.23it/s]
epoch 1 loss 0.04109:  82%|████████▏ | 4631/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04109:  82%|████████▏ | 4632/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04108:  82%|████████▏ | 4632/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04108:  82%|████████▏ | 4633/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04107:  82%|████████▏ | 4633/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04107:  82%|████████▏ | 4634/5632 [25:59<05:09,  3.23it/s]
epoch 1 loss 0.04106:  82%|████████▏ | 4634/5632 [26:00<05:09,  3.23it/s]
epoch 1 loss 0.04106:  82%|████████▏ | 4635/5632 [26:00<05:09,  3.23it/s]
epoch 1 loss 0.04105:  82%|████████▏ | 4635/5632 [26:00<05:09,  3.23it/s]
epoch 1 loss 0.04105:  82%|████████▏ | 4636/5632 [26:00<05:08,  3.23it/s]
epoch 1 loss 0.04104:  82%|████████▏ | 4636/5632 [26:00<05:08,  3.23it/s]
epoch 1 loss 0.04104:  82%|████████▏ | 4637/5632 [26:00<05:08,  3.23it/s]
epoch 1 loss 0.04104:  82%|████████▏ | 4637/5632 [26:01<05:08,  3.23it/s]
epoch 1 loss 0.04104:  82%|████████▏ | 4638/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04103:  82%|████████▏ | 4638/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04103:  82%|████████▏ | 4639/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04102:  82%|████████▏ | 4639/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04102:  82%|████████▏ | 4640/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04101:  82%|████████▏ | 4640/5632 [26:01<05:07,  3.23it/s]
epoch 1 loss 0.04101:  82%|████████▏ | 4641/5632 [26:01<05:06,  3.23it/s]
epoch 1 loss 0.041:  82%|████████▏ | 4641/5632 [26:02<05:06,  3.23it/s]  
epoch 1 loss 0.041:  82%|████████▏ | 4642/5632 [26:02<05:06,  3.23it/s]
epoch 1 loss 0.04099:  82%|████████▏ | 4642/5632 [26:02<05:06,  3.23it/s]
epoch 1 loss 0.04099:  82%|████████▏ | 4643/5632 [26:02<05:05,  3.23it/s]
epoch 1 loss 0.04099:  82%|████████▏ | 4643/5632 [26:02<05:05,  3.23it/s]
epoch 1 loss 0.04099:  82%|████████▏ | 4644/5632 [26:02<05:05,  3.23it/s]
epoch 1 loss 0.04098:  82%|████████▏ | 4644/5632 [26:03<05:05,  3.23it/s]
epoch 1 loss 0.04098:  82%|████████▏ | 4645/5632 [26:03<05:05,  3.23it/s]
epoch 1 loss 0.04097:  82%|████████▏ | 4645/5632 [26:03<05:05,  3.23it/s]
epoch 1 loss 0.04097:  82%|████████▏ | 4646/5632 [26:03<05:05,  3.23it/s]
epoch 1 loss 0.04097:  82%|████████▏ | 4646/5632 [26:03<05:05,  3.23it/s]
epoch 1 loss 0.04097:  83%|████████▎ | 4647/5632 [26:03<05:04,  3.23it/s]
epoch 1 loss 0.04096:  83%|████████▎ | 4647/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04096:  83%|████████▎ | 4648/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04095:  83%|████████▎ | 4648/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04095:  83%|████████▎ | 4649/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04094:  83%|████████▎ | 4649/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04094:  83%|████████▎ | 4650/5632 [26:04<05:04,  3.23it/s]
epoch 1 loss 0.04093:  83%|████████▎ | 4650/5632 [26:05<05:04,  3.23it/s]
epoch 1 loss 0.04093:  83%|████████▎ | 4651/5632 [26:05<05:03,  3.23it/s]
epoch 1 loss 0.04092:  83%|████████▎ | 4651/5632 [26:05<05:03,  3.23it/s]
epoch 1 loss 0.04092:  83%|████████▎ | 4652/5632 [26:05<05:03,  3.23it/s]
epoch 1 loss 0.04091:  83%|████████▎ | 4652/5632 [26:05<05:03,  3.23it/s]
epoch 1 loss 0.04091:  83%|████████▎ | 4653/5632 [26:05<05:02,  3.23it/s]
epoch 1 loss 0.04091:  83%|████████▎ | 4653/5632 [26:05<05:02,  3.23it/s]
epoch 1 loss 0.04091:  83%|████████▎ | 4654/5632 [26:05<05:02,  3.24it/s]
epoch 1 loss 0.0409:  83%|████████▎ | 4654/5632 [26:06<05:02,  3.24it/s] 
epoch 1 loss 0.0409:  83%|████████▎ | 4655/5632 [26:06<05:01,  3.24it/s]
epoch 1 loss 0.04089:  83%|████████▎ | 4655/5632 [26:06<05:01,  3.24it/s]
epoch 1 loss 0.04089:  83%|████████▎ | 4656/5632 [26:06<05:01,  3.23it/s]
epoch 1 loss 0.04088:  83%|████████▎ | 4656/5632 [26:06<05:01,  3.23it/s]
epoch 1 loss 0.04088:  83%|████████▎ | 4657/5632 [26:06<05:01,  3.23it/s]
epoch 1 loss 0.04087:  83%|████████▎ | 4657/5632 [26:08<05:01,  3.23it/s]
epoch 1 loss 0.04087:  83%|████████▎ | 4658/5632 [26:08<10:42,  1.52it/s]
epoch 1 loss 0.04086:  83%|████████▎ | 4658/5632 [26:08<10:42,  1.52it/s]
epoch 1 loss 0.04086:  83%|████████▎ | 4659/5632 [26:08<09:00,  1.80it/s]
epoch 1 loss 0.04086:  83%|████████▎ | 4659/5632 [26:09<09:00,  1.80it/s]
epoch 1 loss 0.04086:  83%|████████▎ | 4660/5632 [26:09<07:47,  2.08it/s]
epoch 1 loss 0.04085:  83%|████████▎ | 4660/5632 [26:09<07:47,  2.08it/s]
epoch 1 loss 0.04085:  83%|████████▎ | 4661/5632 [26:09<06:57,  2.32it/s]
epoch 1 loss 0.04084:  83%|████████▎ | 4661/5632 [26:09<06:57,  2.32it/s]
epoch 1 loss 0.04084:  83%|████████▎ | 4662/5632 [26:09<06:22,  2.54it/s]
epoch 1 loss 0.04083:  83%|████████▎ | 4662/5632 [26:09<06:22,  2.54it/s]
epoch 1 loss 0.04083:  83%|████████▎ | 4663/5632 [26:09<05:57,  2.71it/s]
epoch 1 loss 0.04082:  83%|████████▎ | 4663/5632 [26:10<05:57,  2.71it/s]
epoch 1 loss 0.04082:  83%|████████▎ | 4664/5632 [26:10<05:39,  2.85it/s]
epoch 1 loss 0.04081:  83%|████████▎ | 4664/5632 [26:10<05:39,  2.85it/s]
epoch 1 loss 0.04081:  83%|████████▎ | 4665/5632 [26:10<05:27,  2.95it/s]
epoch 1 loss 0.04081:  83%|████████▎ | 4665/5632 [26:10<05:27,  2.95it/s]
epoch 1 loss 0.04081:  83%|████████▎ | 4666/5632 [26:10<05:19,  3.03it/s]
epoch 1 loss 0.0408:  83%|████████▎ | 4666/5632 [26:11<05:19,  3.03it/s] 
epoch 1 loss 0.0408:  83%|████████▎ | 4667/5632 [26:11<05:12,  3.09it/s]
epoch 1 loss 0.04079:  83%|████████▎ | 4667/5632 [26:11<05:12,  3.09it/s]
epoch 1 loss 0.04079:  83%|████████▎ | 4668/5632 [26:11<05:08,  3.13it/s]
epoch 1 loss 0.04078:  83%|████████▎ | 4668/5632 [26:11<05:08,  3.13it/s]
epoch 1 loss 0.04078:  83%|████████▎ | 4669/5632 [26:11<05:04,  3.16it/s]
epoch 1 loss 0.04078:  83%|████████▎ | 4669/5632 [26:12<05:04,  3.16it/s]
epoch 1 loss 0.04078:  83%|████████▎ | 4670/5632 [26:12<05:02,  3.18it/s]
epoch 1 loss 0.04077:  83%|████████▎ | 4670/5632 [26:12<05:02,  3.18it/s]
epoch 1 loss 0.04077:  83%|████████▎ | 4671/5632 [26:12<05:01,  3.19it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4671/5632 [26:12<05:01,  3.19it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4672/5632 [26:12<05:00,  3.20it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4672/5632 [26:13<05:00,  3.20it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4673/5632 [26:13<04:59,  3.21it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4673/5632 [26:13<04:59,  3.21it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4674/5632 [26:13<04:58,  3.21it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4674/5632 [26:13<04:58,  3.21it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4675/5632 [26:13<04:57,  3.21it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4675/5632 [26:13<04:57,  3.21it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4676/5632 [26:13<04:57,  3.22it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4676/5632 [26:14<04:57,  3.22it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4677/5632 [26:14<04:56,  3.22it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4677/5632 [26:14<04:56,  3.22it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4678/5632 [26:14<04:55,  3.23it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4678/5632 [26:14<04:55,  3.23it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4679/5632 [26:14<04:55,  3.22it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4679/5632 [26:15<04:55,  3.22it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4680/5632 [26:15<04:55,  3.22it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4680/5632 [26:15<04:55,  3.22it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4681/5632 [26:15<04:54,  3.22it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4681/5632 [26:15<04:54,  3.22it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4682/5632 [26:15<04:54,  3.23it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4682/5632 [26:16<04:54,  3.23it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4683/5632 [26:16<04:54,  3.23it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4683/5632 [26:16<04:54,  3.23it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4684/5632 [26:16<04:53,  3.23it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4684/5632 [26:16<04:53,  3.23it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4685/5632 [26:16<04:53,  3.22it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4685/5632 [26:17<04:53,  3.22it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4686/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4686/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04076:  83%|████████▎ | 4687/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4687/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04075:  83%|████████▎ | 4688/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4688/5632 [26:17<04:52,  3.23it/s]
epoch 1 loss 0.04074:  83%|████████▎ | 4689/5632 [26:18<04:51,  3.24it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4689/5632 [26:18<04:51,  3.24it/s]
epoch 1 loss 0.04073:  83%|████████▎ | 4690/5632 [26:18<04:50,  3.24it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4690/5632 [26:18<04:50,  3.24it/s]
epoch 1 loss 0.04072:  83%|████████▎ | 4691/5632 [26:18<04:50,  3.24it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4691/5632 [26:18<04:50,  3.24it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4692/5632 [26:18<04:50,  3.24it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4692/5632 [26:19<04:50,  3.24it/s]
epoch 1 loss 0.04071:  83%|████████▎ | 4693/5632 [26:19<04:52,  3.21it/s]
epoch 1 loss 0.0407:  83%|████████▎ | 4693/5632 [26:19<04:52,  3.21it/s] 
epoch 1 loss 0.0407:  83%|████████▎ | 4694/5632 [26:19<04:51,  3.22it/s]
epoch 1 loss 0.04069:  83%|████████▎ | 4694/5632 [26:19<04:51,  3.22it/s]
epoch 1 loss 0.04069:  83%|████████▎ | 4695/5632 [26:19<04:50,  3.23it/s]
epoch 1 loss 0.04068:  83%|████████▎ | 4695/5632 [26:20<04:50,  3.23it/s]
epoch 1 loss 0.04068:  83%|████████▎ | 4696/5632 [26:20<04:49,  3.23it/s]
epoch 1 loss 0.04067:  83%|████████▎ | 4696/5632 [26:20<04:49,  3.23it/s]
epoch 1 loss 0.04067:  83%|████████▎ | 4697/5632 [26:20<04:49,  3.23it/s]
epoch 1 loss 0.04067:  83%|████████▎ | 4697/5632 [26:20<04:49,  3.23it/s]
epoch 1 loss 0.04067:  83%|████████▎ | 4698/5632 [26:20<04:48,  3.23it/s]
epoch 1 loss 0.04066:  83%|████████▎ | 4698/5632 [26:21<04:48,  3.23it/s]
epoch 1 loss 0.04066:  83%|████████▎ | 4699/5632 [26:21<04:48,  3.23it/s]
epoch 1 loss 0.04065:  83%|████████▎ | 4699/5632 [26:21<04:48,  3.23it/s]
epoch 1 loss 0.04065:  83%|████████▎ | 4700/5632 [26:21<04:49,  3.22it/s]
epoch 1 loss 0.04064:  83%|████████▎ | 4700/5632 [26:21<04:49,  3.22it/s]
epoch 1 loss 0.04064:  83%|████████▎ | 4701/5632 [26:21<04:49,  3.21it/s]
epoch 1 loss 0.04063:  83%|████████▎ | 4701/5632 [26:22<04:49,  3.21it/s]
epoch 1 loss 0.04063:  83%|████████▎ | 4702/5632 [26:22<04:49,  3.22it/s]
epoch 1 loss 0.04062:  83%|████████▎ | 4702/5632 [26:22<04:49,  3.22it/s]
epoch 1 loss 0.04062:  84%|████████▎ | 4703/5632 [26:22<04:49,  3.21it/s]
epoch 1 loss 0.04062:  84%|████████▎ | 4703/5632 [26:22<04:49,  3.21it/s]
epoch 1 loss 0.04062:  84%|████████▎ | 4704/5632 [26:22<04:48,  3.22it/s]
epoch 1 loss 0.04061:  84%|████████▎ | 4704/5632 [26:24<04:48,  3.22it/s]
epoch 1 loss 0.04061:  84%|████████▎ | 4705/5632 [26:24<10:11,  1.52it/s]
epoch 1 loss 0.0406:  84%|████████▎ | 4705/5632 [26:24<10:11,  1.52it/s] 
epoch 1 loss 0.0406:  84%|████████▎ | 4706/5632 [26:24<08:34,  1.80it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4706/5632 [26:24<08:34,  1.80it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4707/5632 [26:24<07:25,  2.08it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4707/5632 [26:25<07:25,  2.08it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4708/5632 [26:25<06:36,  2.33it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4708/5632 [26:25<06:36,  2.33it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4709/5632 [26:25<06:02,  2.54it/s]
epoch 1 loss 0.0407:  84%|████████▎ | 4709/5632 [26:25<06:02,  2.54it/s] 
epoch 1 loss 0.0407:  84%|████████▎ | 4710/5632 [26:25<05:38,  2.72it/s]
epoch 1 loss 0.04069:  84%|████████▎ | 4710/5632 [26:25<05:38,  2.72it/s]
epoch 1 loss 0.04069:  84%|████████▎ | 4711/5632 [26:25<05:22,  2.86it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4711/5632 [26:26<05:22,  2.86it/s]
epoch 1 loss 0.04068:  84%|████████▎ | 4712/5632 [26:26<05:11,  2.96it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4712/5632 [26:26<05:11,  2.96it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4713/5632 [26:26<05:02,  3.03it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4713/5632 [26:26<05:02,  3.03it/s]
epoch 1 loss 0.04067:  84%|████████▎ | 4714/5632 [26:26<04:57,  3.09it/s]
epoch 1 loss 0.04066:  84%|████████▎ | 4714/5632 [26:27<04:57,  3.09it/s]
epoch 1 loss 0.04066:  84%|████████▎ | 4715/5632 [26:27<04:52,  3.13it/s]
epoch 1 loss 0.04065:  84%|████████▎ | 4715/5632 [26:27<04:52,  3.13it/s]
epoch 1 loss 0.04065:  84%|████████▎ | 4716/5632 [26:27<04:49,  3.16it/s]
epoch 1 loss 0.04064:  84%|████████▎ | 4716/5632 [26:27<04:49,  3.16it/s]
epoch 1 loss 0.04064:  84%|████████▍ | 4717/5632 [26:27<04:47,  3.18it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4717/5632 [26:28<04:47,  3.18it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4718/5632 [26:28<04:46,  3.20it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4718/5632 [26:28<04:46,  3.20it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4719/5632 [26:28<04:44,  3.21it/s]
epoch 1 loss 0.04062:  84%|████████▍ | 4719/5632 [26:28<04:44,  3.21it/s]
epoch 1 loss 0.04062:  84%|████████▍ | 4720/5632 [26:28<04:44,  3.21it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4720/5632 [26:29<04:44,  3.21it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4721/5632 [26:29<04:43,  3.21it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4721/5632 [26:29<04:43,  3.21it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4722/5632 [26:29<04:42,  3.22it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4722/5632 [26:29<04:42,  3.22it/s]
epoch 1 loss 0.04063:  84%|████████▍ | 4723/5632 [26:29<04:41,  3.22it/s]
epoch 1 loss 0.04062:  84%|████████▍ | 4723/5632 [26:30<04:41,  3.22it/s]
epoch 1 loss 0.04062:  84%|████████▍ | 4724/5632 [26:30<04:41,  3.23it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4724/5632 [26:30<04:41,  3.23it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4725/5632 [26:30<04:41,  3.23it/s]
epoch 1 loss 0.0406:  84%|████████▍ | 4725/5632 [26:30<04:41,  3.23it/s] 
epoch 1 loss 0.0406:  84%|████████▍ | 4726/5632 [26:30<04:40,  3.23it/s]
epoch 1 loss 0.04059:  84%|████████▍ | 4726/5632 [26:30<04:40,  3.23it/s]
epoch 1 loss 0.04059:  84%|████████▍ | 4727/5632 [26:30<04:40,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4727/5632 [26:31<04:40,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4728/5632 [26:31<04:39,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4728/5632 [26:31<04:39,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4729/5632 [26:31<04:39,  3.23it/s]
epoch 1 loss 0.04057:  84%|████████▍ | 4729/5632 [26:31<04:39,  3.23it/s]
epoch 1 loss 0.04057:  84%|████████▍ | 4730/5632 [26:31<04:39,  3.23it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4730/5632 [26:32<04:39,  3.23it/s]
epoch 1 loss 0.04061:  84%|████████▍ | 4731/5632 [26:32<04:38,  3.23it/s]
epoch 1 loss 0.0406:  84%|████████▍ | 4731/5632 [26:32<04:38,  3.23it/s] 
epoch 1 loss 0.0406:  84%|████████▍ | 4732/5632 [26:32<04:38,  3.23it/s]
epoch 1 loss 0.0406:  84%|████████▍ | 4732/5632 [26:32<04:38,  3.23it/s]
epoch 1 loss 0.0406:  84%|████████▍ | 4733/5632 [26:32<04:38,  3.23it/s]
epoch 1 loss 0.04059:  84%|████████▍ | 4733/5632 [26:33<04:38,  3.23it/s]
epoch 1 loss 0.04059:  84%|████████▍ | 4734/5632 [26:33<04:37,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4734/5632 [26:33<04:37,  3.23it/s]
epoch 1 loss 0.04058:  84%|████████▍ | 4735/5632 [26:33<04:37,  3.23it/s]
epoch 1 loss 0.04057:  84%|████████▍ | 4735/5632 [26:33<04:37,  3.23it/s]
epoch 1 loss 0.04057:  84%|████████▍ | 4736/5632 [26:33<04:37,  3.23it/s]
epoch 1 loss 0.04056:  84%|████████▍ | 4736/5632 [26:34<04:37,  3.23it/s]
epoch 1 loss 0.04056:  84%|████████▍ | 4737/5632 [26:34<04:37,  3.23it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4737/5632 [26:34<04:37,  3.23it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4738/5632 [26:34<04:37,  3.23it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4738/5632 [26:34<04:37,  3.23it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4739/5632 [26:34<04:37,  3.22it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4739/5632 [26:34<04:37,  3.22it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4740/5632 [26:34<04:37,  3.21it/s]
epoch 1 loss 0.04053:  84%|████████▍ | 4740/5632 [26:35<04:37,  3.21it/s]
epoch 1 loss 0.04053:  84%|████████▍ | 4741/5632 [26:35<04:36,  3.22it/s]
epoch 1 loss 0.04052:  84%|████████▍ | 4741/5632 [26:35<04:36,  3.22it/s]
epoch 1 loss 0.04052:  84%|████████▍ | 4742/5632 [26:35<04:36,  3.22it/s]
epoch 1 loss 0.04051:  84%|████████▍ | 4742/5632 [26:35<04:36,  3.22it/s]
epoch 1 loss 0.04051:  84%|████████▍ | 4743/5632 [26:35<04:35,  3.22it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4743/5632 [26:36<04:35,  3.22it/s] 
epoch 1 loss 0.0405:  84%|████████▍ | 4744/5632 [26:36<04:36,  3.22it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4744/5632 [26:36<04:36,  3.22it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4745/5632 [26:36<04:36,  3.21it/s]
epoch 1 loss 0.04049:  84%|████████▍ | 4745/5632 [26:36<04:36,  3.21it/s]
epoch 1 loss 0.04049:  84%|████████▍ | 4746/5632 [26:36<04:35,  3.21it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4746/5632 [26:37<04:35,  3.21it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4747/5632 [26:37<04:34,  3.22it/s]
epoch 1 loss 0.04056:  84%|████████▍ | 4747/5632 [26:37<04:34,  3.22it/s]
epoch 1 loss 0.04056:  84%|████████▍ | 4748/5632 [26:37<04:34,  3.22it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4748/5632 [26:37<04:34,  3.22it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4749/5632 [26:37<04:33,  3.22it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4749/5632 [26:38<04:33,  3.22it/s]
epoch 1 loss 0.04055:  84%|████████▍ | 4750/5632 [26:38<04:33,  3.23it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4750/5632 [26:38<04:33,  3.23it/s]
epoch 1 loss 0.04054:  84%|████████▍ | 4751/5632 [26:38<04:33,  3.22it/s]
epoch 1 loss 0.04053:  84%|████████▍ | 4751/5632 [26:40<04:33,  3.22it/s]
epoch 1 loss 0.04053:  84%|████████▍ | 4752/5632 [26:40<10:55,  1.34it/s]
epoch 1 loss 0.04052:  84%|████████▍ | 4752/5632 [26:40<10:55,  1.34it/s]
epoch 1 loss 0.04052:  84%|████████▍ | 4753/5632 [26:40<08:59,  1.63it/s]
epoch 1 loss 0.04051:  84%|████████▍ | 4753/5632 [26:40<08:59,  1.63it/s]
epoch 1 loss 0.04051:  84%|████████▍ | 4754/5632 [26:40<07:38,  1.91it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4754/5632 [26:41<07:38,  1.91it/s] 
epoch 1 loss 0.0405:  84%|████████▍ | 4755/5632 [26:41<06:42,  2.18it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4755/5632 [26:41<06:42,  2.18it/s]
epoch 1 loss 0.0405:  84%|████████▍ | 4756/5632 [26:41<06:02,  2.42it/s]
epoch 1 loss 0.04049:  84%|████████▍ | 4756/5632 [26:41<06:02,  2.42it/s]
epoch 1 loss 0.04049:  84%|████████▍ | 4757/5632 [26:41<05:34,  2.62it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4757/5632 [26:41<05:34,  2.62it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4758/5632 [26:42<05:14,  2.78it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4758/5632 [26:42<05:14,  2.78it/s]
epoch 1 loss 0.04048:  84%|████████▍ | 4759/5632 [26:42<05:01,  2.90it/s]
epoch 1 loss 0.04047:  84%|████████▍ | 4759/5632 [26:42<05:01,  2.90it/s]
epoch 1 loss 0.04047:  85%|████████▍ | 4760/5632 [26:42<04:51,  2.99it/s]
epoch 1 loss 0.04046:  85%|████████▍ | 4760/5632 [26:42<04:51,  2.99it/s]
epoch 1 loss 0.04046:  85%|████████▍ | 4761/5632 [26:42<04:44,  3.06it/s]
epoch 1 loss 0.04045:  85%|████████▍ | 4761/5632 [26:43<04:44,  3.06it/s]
epoch 1 loss 0.04045:  85%|████████▍ | 4762/5632 [26:43<04:39,  3.11it/s]
epoch 1 loss 0.04044:  85%|████████▍ | 4762/5632 [26:43<04:39,  3.11it/s]
epoch 1 loss 0.04044:  85%|████████▍ | 4763/5632 [26:43<04:36,  3.14it/s]
epoch 1 loss 0.04044:  85%|████████▍ | 4763/5632 [26:43<04:36,  3.14it/s]
epoch 1 loss 0.04044:  85%|████████▍ | 4764/5632 [26:43<04:33,  3.18it/s]
epoch 1 loss 0.04043:  85%|████████▍ | 4764/5632 [26:44<04:33,  3.18it/s]
epoch 1 loss 0.04043:  85%|████████▍ | 4765/5632 [26:44<04:32,  3.19it/s]
epoch 1 loss 0.04042:  85%|████████▍ | 4765/5632 [26:44<04:32,  3.19it/s]
epoch 1 loss 0.04042:  85%|████████▍ | 4766/5632 [26:44<04:30,  3.20it/s]
epoch 1 loss 0.04041:  85%|████████▍ | 4766/5632 [26:44<04:30,  3.20it/s]
epoch 1 loss 0.04041:  85%|████████▍ | 4767/5632 [26:44<04:29,  3.20it/s]
epoch 1 loss 0.0404:  85%|████████▍ | 4767/5632 [26:45<04:29,  3.20it/s] 
epoch 1 loss 0.0404:  85%|████████▍ | 4768/5632 [26:45<04:29,  3.21it/s]
epoch 1 loss 0.04039:  85%|████████▍ | 4768/5632 [26:45<04:29,  3.21it/s]
epoch 1 loss 0.04039:  85%|████████▍ | 4769/5632 [26:45<04:28,  3.21it/s]
epoch 1 loss 0.04039:  85%|████████▍ | 4769/5632 [26:45<04:28,  3.21it/s]
epoch 1 loss 0.04039:  85%|████████▍ | 4770/5632 [26:45<04:28,  3.22it/s]
epoch 1 loss 0.04038:  85%|████████▍ | 4770/5632 [26:46<04:28,  3.22it/s]
epoch 1 loss 0.04038:  85%|████████▍ | 4771/5632 [26:46<04:27,  3.22it/s]
epoch 1 loss 0.04037:  85%|████████▍ | 4771/5632 [26:46<04:27,  3.22it/s]
epoch 1 loss 0.04037:  85%|████████▍ | 4772/5632 [26:46<04:26,  3.23it/s]
epoch 1 loss 0.04036:  85%|████████▍ | 4772/5632 [26:46<04:26,  3.23it/s]
epoch 1 loss 0.04036:  85%|████████▍ | 4773/5632 [26:46<04:26,  3.23it/s]
epoch 1 loss 0.04035:  85%|████████▍ | 4773/5632 [26:46<04:26,  3.23it/s]
epoch 1 loss 0.04035:  85%|████████▍ | 4774/5632 [26:46<04:25,  3.24it/s]
epoch 1 loss 0.04035:  85%|████████▍ | 4774/5632 [26:47<04:25,  3.24it/s]
epoch 1 loss 0.04035:  85%|████████▍ | 4775/5632 [26:47<04:25,  3.23it/s]
epoch 1 loss 0.04034:  85%|████████▍ | 4775/5632 [26:47<04:25,  3.23it/s]
epoch 1 loss 0.04034:  85%|████████▍ | 4776/5632 [26:47<04:24,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▍ | 4776/5632 [26:47<04:24,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▍ | 4777/5632 [26:47<04:24,  3.23it/s]
epoch 1 loss 0.04032:  85%|████████▍ | 4777/5632 [26:48<04:24,  3.23it/s]
epoch 1 loss 0.04032:  85%|████████▍ | 4778/5632 [26:48<04:24,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▍ | 4778/5632 [26:48<04:24,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▍ | 4779/5632 [26:48<04:23,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▍ | 4779/5632 [26:48<04:23,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▍ | 4780/5632 [26:48<04:24,  3.22it/s]
epoch 1 loss 0.0403:  85%|████████▍ | 4780/5632 [26:49<04:24,  3.22it/s] 
epoch 1 loss 0.0403:  85%|████████▍ | 4781/5632 [26:49<04:23,  3.23it/s]
epoch 1 loss 0.04029:  85%|████████▍ | 4781/5632 [26:49<04:23,  3.23it/s]
epoch 1 loss 0.04029:  85%|████████▍ | 4782/5632 [26:49<04:23,  3.23it/s]
epoch 1 loss 0.04028:  85%|████████▍ | 4782/5632 [26:49<04:23,  3.23it/s]
epoch 1 loss 0.04028:  85%|████████▍ | 4783/5632 [26:49<04:23,  3.23it/s]
epoch 1 loss 0.04027:  85%|████████▍ | 4783/5632 [26:50<04:23,  3.23it/s]
epoch 1 loss 0.04027:  85%|████████▍ | 4784/5632 [26:50<04:22,  3.23it/s]
epoch 1 loss 0.04027:  85%|████████▍ | 4784/5632 [26:50<04:22,  3.23it/s]
epoch 1 loss 0.04027:  85%|████████▍ | 4785/5632 [26:50<04:21,  3.24it/s]
epoch 1 loss 0.04026:  85%|████████▍ | 4785/5632 [26:50<04:21,  3.24it/s]
epoch 1 loss 0.04026:  85%|████████▍ | 4786/5632 [26:50<04:20,  3.25it/s]
epoch 1 loss 0.04025:  85%|████████▍ | 4786/5632 [26:50<04:20,  3.25it/s]
epoch 1 loss 0.04025:  85%|████████▍ | 4787/5632 [26:50<04:20,  3.24it/s]
epoch 1 loss 0.04024:  85%|████████▍ | 4787/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04024:  85%|████████▌ | 4788/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04024:  85%|████████▌ | 4788/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04024:  85%|████████▌ | 4789/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04023:  85%|████████▌ | 4789/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04023:  85%|████████▌ | 4790/5632 [26:51<04:20,  3.24it/s]
epoch 1 loss 0.04022:  85%|████████▌ | 4790/5632 [26:52<04:20,  3.24it/s]
epoch 1 loss 0.04022:  85%|████████▌ | 4791/5632 [26:52<04:19,  3.24it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4791/5632 [26:52<04:19,  3.24it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4792/5632 [26:52<04:19,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▌ | 4792/5632 [26:52<04:19,  3.23it/s]
epoch 1 loss 0.04031:  85%|████████▌ | 4793/5632 [26:52<04:19,  3.23it/s]
epoch 1 loss 0.0403:  85%|████████▌ | 4793/5632 [26:53<04:19,  3.23it/s] 
epoch 1 loss 0.0403:  85%|████████▌ | 4794/5632 [26:53<04:19,  3.23it/s]
epoch 1 loss 0.04035:  85%|████████▌ | 4794/5632 [26:53<04:19,  3.23it/s]
epoch 1 loss 0.04035:  85%|████████▌ | 4795/5632 [26:53<04:19,  3.23it/s]
epoch 1 loss 0.04034:  85%|████████▌ | 4795/5632 [26:53<04:19,  3.23it/s]
epoch 1 loss 0.04034:  85%|████████▌ | 4796/5632 [26:53<04:18,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▌ | 4796/5632 [26:54<04:18,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▌ | 4797/5632 [26:54<04:18,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▌ | 4797/5632 [26:54<04:18,  3.23it/s]
epoch 1 loss 0.04033:  85%|████████▌ | 4798/5632 [26:54<04:18,  3.23it/s]
epoch 1 loss 0.04032:  85%|████████▌ | 4798/5632 [26:55<04:18,  3.23it/s]
epoch 1 loss 0.04032:  85%|████████▌ | 4799/5632 [26:55<08:49,  1.57it/s]
epoch 1 loss 0.04031:  85%|████████▌ | 4799/5632 [26:56<08:49,  1.57it/s]
epoch 1 loss 0.04031:  85%|████████▌ | 4800/5632 [26:56<07:28,  1.86it/s]
epoch 1 loss 0.0403:  85%|████████▌ | 4800/5632 [26:56<07:28,  1.86it/s] 
epoch 1 loss 0.0403:  85%|████████▌ | 4801/5632 [26:56<06:29,  2.13it/s]
epoch 1 loss 0.04029:  85%|████████▌ | 4801/5632 [26:56<06:29,  2.13it/s]
epoch 1 loss 0.04029:  85%|████████▌ | 4802/5632 [26:56<05:49,  2.37it/s]
epoch 1 loss 0.04029:  85%|████████▌ | 4802/5632 [26:57<05:49,  2.37it/s]
epoch 1 loss 0.04029:  85%|████████▌ | 4803/5632 [26:57<05:21,  2.58it/s]
epoch 1 loss 0.04028:  85%|████████▌ | 4803/5632 [26:57<05:21,  2.58it/s]
epoch 1 loss 0.04028:  85%|████████▌ | 4804/5632 [26:57<05:01,  2.74it/s]
epoch 1 loss 0.04027:  85%|████████▌ | 4804/5632 [26:57<05:01,  2.74it/s]
epoch 1 loss 0.04027:  85%|████████▌ | 4805/5632 [26:57<04:47,  2.87it/s]
epoch 1 loss 0.04026:  85%|████████▌ | 4805/5632 [26:57<04:47,  2.87it/s]
epoch 1 loss 0.04026:  85%|████████▌ | 4806/5632 [26:57<04:37,  2.97it/s]
epoch 1 loss 0.04025:  85%|████████▌ | 4806/5632 [26:58<04:37,  2.97it/s]
epoch 1 loss 0.04025:  85%|████████▌ | 4807/5632 [26:58<04:31,  3.04it/s]
epoch 1 loss 0.04025:  85%|████████▌ | 4807/5632 [26:58<04:31,  3.04it/s]
epoch 1 loss 0.04025:  85%|████████▌ | 4808/5632 [26:58<04:26,  3.09it/s]
epoch 1 loss 0.04024:  85%|████████▌ | 4808/5632 [26:58<04:26,  3.09it/s]
epoch 1 loss 0.04024:  85%|████████▌ | 4809/5632 [26:58<04:22,  3.13it/s]
epoch 1 loss 0.04023:  85%|████████▌ | 4809/5632 [26:59<04:22,  3.13it/s]
epoch 1 loss 0.04023:  85%|████████▌ | 4810/5632 [26:59<04:20,  3.16it/s]
epoch 1 loss 0.04022:  85%|████████▌ | 4810/5632 [26:59<04:20,  3.16it/s]
epoch 1 loss 0.04022:  85%|████████▌ | 4811/5632 [26:59<04:18,  3.18it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4811/5632 [26:59<04:18,  3.18it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4812/5632 [26:59<04:16,  3.20it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4812/5632 [27:00<04:16,  3.20it/s]
epoch 1 loss 0.04021:  85%|████████▌ | 4813/5632 [27:00<04:15,  3.21it/s]
epoch 1 loss 0.0402:  85%|████████▌ | 4813/5632 [27:00<04:15,  3.21it/s] 
epoch 1 loss 0.0402:  85%|████████▌ | 4814/5632 [27:00<04:14,  3.21it/s]
epoch 1 loss 0.04019:  85%|████████▌ | 4814/5632 [27:00<04:14,  3.21it/s]
epoch 1 loss 0.04019:  85%|████████▌ | 4815/5632 [27:00<04:13,  3.22it/s]
epoch 1 loss 0.04018:  85%|████████▌ | 4815/5632 [27:01<04:13,  3.22it/s]
epoch 1 loss 0.04018:  86%|████████▌ | 4816/5632 [27:01<04:13,  3.22it/s]
epoch 1 loss 0.04017:  86%|████████▌ | 4816/5632 [27:01<04:13,  3.22it/s]
epoch 1 loss 0.04017:  86%|████████▌ | 4817/5632 [27:01<04:13,  3.22it/s]
epoch 1 loss 0.04017:  86%|████████▌ | 4817/5632 [27:01<04:13,  3.22it/s]
epoch 1 loss 0.04017:  86%|████████▌ | 4818/5632 [27:01<04:12,  3.22it/s]
epoch 1 loss 0.04016:  86%|████████▌ | 4818/5632 [27:01<04:12,  3.22it/s]
epoch 1 loss 0.04016:  86%|████████▌ | 4819/5632 [27:01<04:12,  3.22it/s]
epoch 1 loss 0.04015:  86%|████████▌ | 4819/5632 [27:02<04:12,  3.22it/s]
epoch 1 loss 0.04015:  86%|████████▌ | 4820/5632 [27:02<04:11,  3.22it/s]
epoch 1 loss 0.04014:  86%|████████▌ | 4820/5632 [27:02<04:11,  3.22it/s]
epoch 1 loss 0.04014:  86%|████████▌ | 4821/5632 [27:02<04:11,  3.22it/s]
epoch 1 loss 0.04013:  86%|████████▌ | 4821/5632 [27:02<04:11,  3.22it/s]
epoch 1 loss 0.04013:  86%|████████▌ | 4822/5632 [27:02<04:11,  3.22it/s]
epoch 1 loss 0.04013:  86%|████████▌ | 4822/5632 [27:03<04:11,  3.22it/s]
epoch 1 loss 0.04013:  86%|████████▌ | 4823/5632 [27:03<04:11,  3.22it/s]
epoch 1 loss 0.04012:  86%|████████▌ | 4823/5632 [27:03<04:11,  3.22it/s]
epoch 1 loss 0.04012:  86%|████████▌ | 4824/5632 [27:03<04:10,  3.22it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4824/5632 [27:03<04:10,  3.22it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4825/5632 [27:03<04:10,  3.23it/s]
epoch 1 loss 0.0401:  86%|████████▌ | 4825/5632 [27:04<04:10,  3.23it/s] 
epoch 1 loss 0.0401:  86%|████████▌ | 4826/5632 [27:04<04:09,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4826/5632 [27:04<04:09,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4827/5632 [27:04<04:09,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4827/5632 [27:04<04:09,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4828/5632 [27:04<04:09,  3.23it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4828/5632 [27:05<04:09,  3.23it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4829/5632 [27:05<04:08,  3.23it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4829/5632 [27:05<04:08,  3.23it/s]
epoch 1 loss 0.04011:  86%|████████▌ | 4830/5632 [27:05<04:08,  3.23it/s]
epoch 1 loss 0.0401:  86%|████████▌ | 4830/5632 [27:05<04:08,  3.23it/s] 
epoch 1 loss 0.0401:  86%|████████▌ | 4831/5632 [27:05<04:08,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4831/5632 [27:05<04:08,  3.23it/s]
epoch 1 loss 0.04009:  86%|████████▌ | 4832/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04008:  86%|████████▌ | 4832/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04008:  86%|████████▌ | 4833/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04007:  86%|████████▌ | 4833/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04007:  86%|████████▌ | 4834/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04007:  86%|████████▌ | 4834/5632 [27:06<04:07,  3.23it/s]
epoch 1 loss 0.04007:  86%|████████▌ | 4835/5632 [27:06<04:06,  3.23it/s]
epoch 1 loss 0.04006:  86%|████████▌ | 4835/5632 [27:07<04:06,  3.23it/s]
epoch 1 loss 0.04006:  86%|████████▌ | 4836/5632 [27:07<04:06,  3.23it/s]
epoch 1 loss 0.04005:  86%|████████▌ | 4836/5632 [27:07<04:06,  3.23it/s]
epoch 1 loss 0.04005:  86%|████████▌ | 4837/5632 [27:07<04:06,  3.22it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4837/5632 [27:07<04:06,  3.22it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4838/5632 [27:07<04:06,  3.22it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4838/5632 [27:08<04:06,  3.22it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4839/5632 [27:08<04:05,  3.23it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4839/5632 [27:08<04:05,  3.23it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4840/5632 [27:08<04:05,  3.23it/s]
epoch 1 loss 0.04002:  86%|████████▌ | 4840/5632 [27:08<04:05,  3.23it/s]
epoch 1 loss 0.04002:  86%|████████▌ | 4841/5632 [27:08<04:04,  3.23it/s]
epoch 1 loss 0.04001:  86%|████████▌ | 4841/5632 [27:09<04:04,  3.23it/s]
epoch 1 loss 0.04001:  86%|████████▌ | 4842/5632 [27:09<04:04,  3.23it/s]
epoch 1 loss 0.04:  86%|████████▌ | 4842/5632 [27:09<04:04,  3.23it/s]   
epoch 1 loss 0.04:  86%|████████▌ | 4843/5632 [27:09<04:04,  3.23it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4843/5632 [27:09<04:04,  3.23it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4844/5632 [27:09<04:04,  3.22it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4844/5632 [27:10<04:04,  3.22it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4845/5632 [27:10<04:04,  3.22it/s]
epoch 1 loss 0.04006:  86%|████████▌ | 4845/5632 [27:11<04:04,  3.22it/s]
epoch 1 loss 0.04006:  86%|████████▌ | 4846/5632 [27:11<09:27,  1.38it/s]
epoch 1 loss 0.04005:  86%|████████▌ | 4846/5632 [27:12<09:27,  1.38it/s]
epoch 1 loss 0.04005:  86%|████████▌ | 4847/5632 [27:12<07:50,  1.67it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4847/5632 [27:12<07:50,  1.67it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4848/5632 [27:12<06:41,  1.95it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4848/5632 [27:12<06:41,  1.95it/s]
epoch 1 loss 0.04004:  86%|████████▌ | 4849/5632 [27:12<05:53,  2.21it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4849/5632 [27:12<05:53,  2.21it/s]
epoch 1 loss 0.04003:  86%|████████▌ | 4850/5632 [27:12<05:20,  2.44it/s]
epoch 1 loss 0.04002:  86%|████████▌ | 4850/5632 [27:13<05:20,  2.44it/s]
epoch 1 loss 0.04002:  86%|████████▌ | 4851/5632 [27:13<04:56,  2.63it/s]
epoch 1 loss 0.04001:  86%|████████▌ | 4851/5632 [27:13<04:56,  2.63it/s]
epoch 1 loss 0.04001:  86%|████████▌ | 4852/5632 [27:13<04:40,  2.78it/s]
epoch 1 loss 0.04:  86%|████████▌ | 4852/5632 [27:13<04:40,  2.78it/s]   
epoch 1 loss 0.04:  86%|████████▌ | 4853/5632 [27:13<04:28,  2.90it/s]
epoch 1 loss 0.04:  86%|████████▌ | 4853/5632 [27:14<04:28,  2.90it/s]
epoch 1 loss 0.04:  86%|████████▌ | 4854/5632 [27:14<04:20,  2.99it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4854/5632 [27:14<04:20,  2.99it/s]
epoch 1 loss 0.03999:  86%|████████▌ | 4855/5632 [27:14<04:14,  3.06it/s]
epoch 1 loss 0.03998:  86%|████████▌ | 4855/5632 [27:14<04:14,  3.06it/s]
epoch 1 loss 0.03998:  86%|████████▌ | 4856/5632 [27:14<04:09,  3.10it/s]
epoch 1 loss 0.03997:  86%|████████▌ | 4856/5632 [27:15<04:09,  3.10it/s]
epoch 1 loss 0.03997:  86%|████████▌ | 4857/5632 [27:15<04:06,  3.15it/s]
epoch 1 loss 0.04001:  86%|████████▌ | 4857/5632 [27:15<04:06,  3.15it/s]
epoch 1 loss 0.04001:  86%|████████▋ | 4858/5632 [27:15<04:04,  3.17it/s]
epoch 1 loss 0.04:  86%|████████▋ | 4858/5632 [27:15<04:04,  3.17it/s]   
epoch 1 loss 0.04:  86%|████████▋ | 4859/5632 [27:15<04:02,  3.19it/s]
epoch 1 loss 0.03999:  86%|████████▋ | 4859/5632 [27:16<04:02,  3.19it/s]
epoch 1 loss 0.03999:  86%|████████▋ | 4860/5632 [27:16<04:01,  3.20it/s]
epoch 1 loss 0.03998:  86%|████████▋ | 4860/5632 [27:16<04:01,  3.20it/s]
epoch 1 loss 0.03998:  86%|████████▋ | 4861/5632 [27:16<04:00,  3.21it/s]
epoch 1 loss 0.03997:  86%|████████▋ | 4861/5632 [27:16<04:00,  3.21it/s]
epoch 1 loss 0.03997:  86%|████████▋ | 4862/5632 [27:16<03:59,  3.21it/s]
epoch 1 loss 0.04001:  86%|████████▋ | 4862/5632 [27:16<03:59,  3.21it/s]
epoch 1 loss 0.04001:  86%|████████▋ | 4863/5632 [27:16<03:59,  3.22it/s]
epoch 1 loss 0.04:  86%|████████▋ | 4863/5632 [27:17<03:59,  3.22it/s]   
epoch 1 loss 0.04:  86%|████████▋ | 4864/5632 [27:17<03:58,  3.22it/s]
epoch 1 loss 0.04004:  86%|████████▋ | 4864/5632 [27:17<03:58,  3.22it/s]
epoch 1 loss 0.04004:  86%|████████▋ | 4865/5632 [27:17<03:58,  3.22it/s]
epoch 1 loss 0.04003:  86%|████████▋ | 4865/5632 [27:17<03:58,  3.22it/s]
epoch 1 loss 0.04003:  86%|████████▋ | 4866/5632 [27:17<03:58,  3.21it/s]
epoch 1 loss 0.04002:  86%|████████▋ | 4866/5632 [27:18<03:58,  3.21it/s]
epoch 1 loss 0.04002:  86%|████████▋ | 4867/5632 [27:18<03:57,  3.22it/s]
epoch 1 loss 0.04001:  86%|████████▋ | 4867/5632 [27:18<03:57,  3.22it/s]
epoch 1 loss 0.04001:  86%|████████▋ | 4868/5632 [27:18<03:57,  3.21it/s]
epoch 1 loss 0.04008:  86%|████████▋ | 4868/5632 [27:18<03:57,  3.21it/s]
epoch 1 loss 0.04008:  86%|████████▋ | 4869/5632 [27:18<03:57,  3.22it/s]
epoch 1 loss 0.04007:  86%|████████▋ | 4869/5632 [27:19<03:57,  3.22it/s]
epoch 1 loss 0.04007:  86%|████████▋ | 4870/5632 [27:19<03:58,  3.19it/s]
epoch 1 loss 0.04007:  86%|████████▋ | 4870/5632 [27:19<03:58,  3.19it/s]
epoch 1 loss 0.04007:  86%|████████▋ | 4871/5632 [27:19<03:57,  3.20it/s]
epoch 1 loss 0.04006:  86%|████████▋ | 4871/5632 [27:19<03:57,  3.20it/s]
epoch 1 loss 0.04006:  87%|████████▋ | 4872/5632 [27:19<03:57,  3.21it/s]
epoch 1 loss 0.04005:  87%|████████▋ | 4872/5632 [27:20<03:57,  3.21it/s]
epoch 1 loss 0.04005:  87%|████████▋ | 4873/5632 [27:20<03:56,  3.21it/s]
epoch 1 loss 0.04004:  87%|████████▋ | 4873/5632 [27:20<03:56,  3.21it/s]
epoch 1 loss 0.04004:  87%|████████▋ | 4874/5632 [27:20<03:55,  3.21it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4874/5632 [27:20<03:55,  3.21it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4875/5632 [27:20<03:56,  3.20it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4875/5632 [27:21<03:56,  3.20it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4876/5632 [27:21<03:55,  3.21it/s]
epoch 1 loss 0.04002:  87%|████████▋ | 4876/5632 [27:21<03:55,  3.21it/s]
epoch 1 loss 0.04002:  87%|████████▋ | 4877/5632 [27:21<03:55,  3.20it/s]
epoch 1 loss 0.04001:  87%|████████▋ | 4877/5632 [27:21<03:55,  3.20it/s]
epoch 1 loss 0.04001:  87%|████████▋ | 4878/5632 [27:21<03:55,  3.21it/s]
epoch 1 loss 0.04:  87%|████████▋ | 4878/5632 [27:21<03:55,  3.21it/s]   
epoch 1 loss 0.04:  87%|████████▋ | 4879/5632 [27:21<03:55,  3.20it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4879/5632 [27:22<03:55,  3.20it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4880/5632 [27:22<03:55,  3.19it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4880/5632 [27:22<03:55,  3.19it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4881/5632 [27:22<03:54,  3.20it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4881/5632 [27:22<03:54,  3.20it/s]
epoch 1 loss 0.04003:  87%|████████▋ | 4882/5632 [27:22<03:54,  3.19it/s]
epoch 1 loss 0.04002:  87%|████████▋ | 4882/5632 [27:23<03:54,  3.19it/s]
epoch 1 loss 0.04002:  87%|████████▋ | 4883/5632 [27:23<03:54,  3.20it/s]
epoch 1 loss 0.04001:  87%|████████▋ | 4883/5632 [27:23<03:54,  3.20it/s]
epoch 1 loss 0.04001:  87%|████████▋ | 4884/5632 [27:23<03:54,  3.20it/s]
epoch 1 loss 0.04:  87%|████████▋ | 4884/5632 [27:23<03:54,  3.20it/s]   
epoch 1 loss 0.04:  87%|████████▋ | 4885/5632 [27:23<03:53,  3.20it/s]
epoch 1 loss 0.04:  87%|████████▋ | 4885/5632 [27:24<03:53,  3.20it/s]
epoch 1 loss 0.04:  87%|████████▋ | 4886/5632 [27:24<03:52,  3.20it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4886/5632 [27:24<03:52,  3.20it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4887/5632 [27:24<03:52,  3.20it/s]
epoch 1 loss 0.03998:  87%|████████▋ | 4887/5632 [27:24<03:52,  3.20it/s]
epoch 1 loss 0.03998:  87%|████████▋ | 4888/5632 [27:24<03:52,  3.20it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4888/5632 [27:25<03:52,  3.20it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4889/5632 [27:25<03:52,  3.19it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4889/5632 [27:25<03:52,  3.19it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4890/5632 [27:25<03:52,  3.20it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4890/5632 [27:25<03:52,  3.20it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4891/5632 [27:25<03:51,  3.20it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4891/5632 [27:26<03:51,  3.20it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4892/5632 [27:26<03:51,  3.19it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4892/5632 [27:27<03:51,  3.19it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4893/5632 [27:27<08:31,  1.45it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4893/5632 [27:27<08:31,  1.45it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4894/5632 [27:27<07:06,  1.73it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4894/5632 [27:28<07:06,  1.73it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4895/5632 [27:28<06:06,  2.01it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4895/5632 [27:28<06:06,  2.01it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4896/5632 [27:28<05:26,  2.25it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4896/5632 [27:28<05:26,  2.25it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4897/5632 [27:28<04:56,  2.48it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4897/5632 [27:29<04:56,  2.48it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4898/5632 [27:29<04:34,  2.67it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4898/5632 [27:29<04:34,  2.67it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4899/5632 [27:29<04:20,  2.82it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4899/5632 [27:29<04:20,  2.82it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4900/5632 [27:29<04:10,  2.93it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4900/5632 [27:30<04:10,  2.93it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4901/5632 [27:30<04:02,  3.01it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4901/5632 [27:30<04:02,  3.01it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4902/5632 [27:30<03:57,  3.07it/s]
epoch 1 loss 0.03991:  87%|████████▋ | 4902/5632 [27:30<03:57,  3.07it/s]
epoch 1 loss 0.03991:  87%|████████▋ | 4903/5632 [27:30<03:53,  3.12it/s]
epoch 1 loss 0.0399:  87%|████████▋ | 4903/5632 [27:31<03:53,  3.12it/s] 
epoch 1 loss 0.0399:  87%|████████▋ | 4904/5632 [27:31<03:51,  3.15it/s]
epoch 1 loss 0.0399:  87%|████████▋ | 4904/5632 [27:31<03:51,  3.15it/s]
epoch 1 loss 0.0399:  87%|████████▋ | 4905/5632 [27:31<03:49,  3.17it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4905/5632 [27:31<03:49,  3.17it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4906/5632 [27:31<03:47,  3.19it/s]
epoch 1 loss 0.03988:  87%|████████▋ | 4906/5632 [27:31<03:47,  3.19it/s]
epoch 1 loss 0.03988:  87%|████████▋ | 4907/5632 [27:31<03:46,  3.20it/s]
epoch 1 loss 0.03987:  87%|████████▋ | 4907/5632 [27:32<03:46,  3.20it/s]
epoch 1 loss 0.03987:  87%|████████▋ | 4908/5632 [27:32<03:45,  3.21it/s]
epoch 1 loss 0.03986:  87%|████████▋ | 4908/5632 [27:32<03:45,  3.21it/s]
epoch 1 loss 0.03986:  87%|████████▋ | 4909/5632 [27:32<03:45,  3.21it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4909/5632 [27:32<03:45,  3.21it/s]
epoch 1 loss 0.03999:  87%|████████▋ | 4910/5632 [27:32<03:44,  3.21it/s]
epoch 1 loss 0.03998:  87%|████████▋ | 4910/5632 [27:33<03:44,  3.21it/s]
epoch 1 loss 0.03998:  87%|████████▋ | 4911/5632 [27:33<03:44,  3.22it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4911/5632 [27:33<03:44,  3.22it/s]
epoch 1 loss 0.03997:  87%|████████▋ | 4912/5632 [27:33<03:43,  3.22it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4912/5632 [27:33<03:43,  3.22it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4913/5632 [27:33<03:42,  3.23it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4913/5632 [27:34<03:42,  3.23it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4914/5632 [27:34<03:42,  3.22it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4914/5632 [27:34<03:42,  3.22it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4915/5632 [27:34<03:42,  3.22it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4915/5632 [27:34<03:42,  3.22it/s]
epoch 1 loss 0.03996:  87%|████████▋ | 4916/5632 [27:34<03:42,  3.22it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4916/5632 [27:35<03:42,  3.22it/s]
epoch 1 loss 0.03995:  87%|████████▋ | 4917/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4917/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03994:  87%|████████▋ | 4918/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4918/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03993:  87%|████████▋ | 4919/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4919/5632 [27:35<03:41,  3.22it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4920/5632 [27:36<03:41,  3.22it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4920/5632 [27:36<03:41,  3.22it/s]
epoch 1 loss 0.03992:  87%|████████▋ | 4921/5632 [27:36<03:41,  3.21it/s]
epoch 1 loss 0.03991:  87%|████████▋ | 4921/5632 [27:36<03:41,  3.21it/s]
epoch 1 loss 0.03991:  87%|████████▋ | 4922/5632 [27:36<03:41,  3.21it/s]
epoch 1 loss 0.0399:  87%|████████▋ | 4922/5632 [27:36<03:41,  3.21it/s] 
epoch 1 loss 0.0399:  87%|████████▋ | 4923/5632 [27:36<03:41,  3.21it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4923/5632 [27:37<03:41,  3.21it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4924/5632 [27:37<03:40,  3.21it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4924/5632 [27:37<03:40,  3.21it/s]
epoch 1 loss 0.03989:  87%|████████▋ | 4925/5632 [27:37<03:40,  3.21it/s]
epoch 1 loss 0.03988:  87%|████████▋ | 4925/5632 [27:37<03:40,  3.21it/s]
epoch 1 loss 0.03988:  87%|████████▋ | 4926/5632 [27:37<03:39,  3.21it/s]
epoch 1 loss 0.03987:  87%|████████▋ | 4926/5632 [27:38<03:39,  3.21it/s]
epoch 1 loss 0.03987:  87%|████████▋ | 4927/5632 [27:38<03:39,  3.22it/s]
epoch 1 loss 0.03986:  87%|████████▋ | 4927/5632 [27:38<03:39,  3.22it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4928/5632 [27:38<03:38,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4928/5632 [27:38<03:38,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4929/5632 [27:38<03:38,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4929/5632 [27:39<03:38,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4930/5632 [27:39<03:37,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4930/5632 [27:39<03:37,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4931/5632 [27:39<03:37,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4931/5632 [27:39<03:37,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4932/5632 [27:39<03:37,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4932/5632 [27:40<03:37,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4933/5632 [27:40<03:37,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4933/5632 [27:40<03:37,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4934/5632 [27:40<03:36,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4934/5632 [27:40<03:36,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4935/5632 [27:40<03:36,  3.22it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4935/5632 [27:40<03:36,  3.22it/s] 
epoch 1 loss 0.0398:  88%|████████▊ | 4936/5632 [27:40<03:35,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4936/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4937/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4937/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4938/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.03991:  88%|████████▊ | 4938/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.03991:  88%|████████▊ | 4939/5632 [27:41<03:35,  3.22it/s]
epoch 1 loss 0.0399:  88%|████████▊ | 4939/5632 [27:43<03:35,  3.22it/s] 
epoch 1 loss 0.0399:  88%|████████▊ | 4940/5632 [27:43<09:00,  1.28it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4940/5632 [27:44<09:00,  1.28it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4941/5632 [27:44<07:22,  1.56it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4941/5632 [27:44<07:22,  1.56it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4942/5632 [27:44<06:12,  1.85it/s]
epoch 1 loss 0.03988:  88%|████████▊ | 4942/5632 [27:44<06:12,  1.85it/s]
epoch 1 loss 0.03988:  88%|████████▊ | 4943/5632 [27:44<05:24,  2.12it/s]
epoch 1 loss 0.03987:  88%|████████▊ | 4943/5632 [27:45<05:24,  2.12it/s]
epoch 1 loss 0.03987:  88%|████████▊ | 4944/5632 [27:45<04:51,  2.36it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4944/5632 [27:45<04:51,  2.36it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4945/5632 [27:45<04:27,  2.57it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4945/5632 [27:45<04:27,  2.57it/s]
epoch 1 loss 0.03989:  88%|████████▊ | 4946/5632 [27:45<04:10,  2.73it/s]
epoch 1 loss 0.03988:  88%|████████▊ | 4946/5632 [27:45<04:10,  2.73it/s]
epoch 1 loss 0.03988:  88%|████████▊ | 4947/5632 [27:45<03:58,  2.87it/s]
epoch 1 loss 0.03987:  88%|████████▊ | 4947/5632 [27:46<03:58,  2.87it/s]
epoch 1 loss 0.03987:  88%|████████▊ | 4948/5632 [27:46<03:50,  2.97it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4948/5632 [27:46<03:50,  2.97it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4949/5632 [27:46<03:44,  3.04it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4949/5632 [27:46<03:44,  3.04it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4950/5632 [27:46<03:40,  3.09it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4950/5632 [27:47<03:40,  3.09it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4951/5632 [27:47<03:37,  3.13it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4951/5632 [27:47<03:37,  3.13it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4952/5632 [27:47<03:35,  3.16it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4952/5632 [27:47<03:35,  3.16it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4953/5632 [27:47<03:33,  3.18it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4953/5632 [27:48<03:33,  3.18it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4954/5632 [27:48<03:31,  3.20it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4954/5632 [27:48<03:31,  3.20it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4955/5632 [27:48<03:31,  3.21it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4955/5632 [27:48<03:31,  3.21it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4956/5632 [27:48<03:30,  3.21it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4956/5632 [27:49<03:30,  3.21it/s] 
epoch 1 loss 0.0398:  88%|████████▊ | 4957/5632 [27:49<03:30,  3.21it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4957/5632 [27:49<03:30,  3.21it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4958/5632 [27:49<03:29,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4958/5632 [27:49<03:29,  3.22it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4959/5632 [27:49<03:29,  3.22it/s]
epoch 1 loss 0.03978:  88%|████████▊ | 4959/5632 [27:49<03:29,  3.22it/s]
epoch 1 loss 0.03978:  88%|████████▊ | 4960/5632 [27:49<03:28,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4960/5632 [27:50<03:28,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4961/5632 [27:50<03:28,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4961/5632 [27:50<03:28,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4962/5632 [27:50<03:27,  3.22it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4962/5632 [27:50<03:27,  3.22it/s] 
epoch 1 loss 0.0398:  88%|████████▊ | 4963/5632 [27:50<03:27,  3.23it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4963/5632 [27:51<03:27,  3.23it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4964/5632 [27:51<03:27,  3.23it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4964/5632 [27:51<03:27,  3.23it/s]
epoch 1 loss 0.03979:  88%|████████▊ | 4965/5632 [27:51<03:26,  3.24it/s]
epoch 1 loss 0.03978:  88%|████████▊ | 4965/5632 [27:51<03:26,  3.24it/s]
epoch 1 loss 0.03978:  88%|████████▊ | 4966/5632 [27:51<03:26,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4966/5632 [27:52<03:26,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4967/5632 [27:52<03:26,  3.23it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4967/5632 [27:52<03:26,  3.23it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4968/5632 [27:52<03:26,  3.22it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4968/5632 [27:52<03:26,  3.22it/s]
epoch 1 loss 0.03986:  88%|████████▊ | 4969/5632 [27:52<03:25,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4969/5632 [27:53<03:25,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4970/5632 [27:53<03:25,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4970/5632 [27:53<03:25,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4971/5632 [27:53<03:25,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4971/5632 [27:53<03:25,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4972/5632 [27:53<03:24,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4972/5632 [27:54<03:24,  3.22it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4973/5632 [27:54<03:24,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4973/5632 [27:54<03:24,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4974/5632 [27:54<03:24,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4974/5632 [27:54<03:24,  3.22it/s]
epoch 1 loss 0.03985:  88%|████████▊ | 4975/5632 [27:54<03:23,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4975/5632 [27:54<03:23,  3.23it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4976/5632 [27:54<03:23,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4976/5632 [27:55<03:23,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4977/5632 [27:55<03:22,  3.23it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4977/5632 [27:55<03:22,  3.23it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4978/5632 [27:55<03:22,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4978/5632 [27:55<03:22,  3.22it/s]
epoch 1 loss 0.03982:  88%|████████▊ | 4979/5632 [27:55<03:22,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4979/5632 [27:56<03:22,  3.22it/s]
epoch 1 loss 0.03981:  88%|████████▊ | 4980/5632 [27:56<03:22,  3.22it/s]
epoch 1 loss 0.0398:  88%|████████▊ | 4980/5632 [27:56<03:22,  3.22it/s] 
epoch 1 loss 0.0398:  88%|████████▊ | 4981/5632 [27:56<03:22,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4981/5632 [27:56<03:22,  3.22it/s]
epoch 1 loss 0.03984:  88%|████████▊ | 4982/5632 [27:56<03:22,  3.21it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4982/5632 [27:57<03:22,  3.21it/s]
epoch 1 loss 0.03983:  88%|████████▊ | 4983/5632 [27:57<03:21,  3.22it/s]
epoch 1 loss 0.03992:  88%|████████▊ | 4983/5632 [27:57<03:21,  3.22it/s]
epoch 1 loss 0.03992:  88%|████████▊ | 4984/5632 [27:57<03:21,  3.22it/s]
epoch 1 loss 0.03991:  88%|████████▊ | 4984/5632 [27:57<03:21,  3.22it/s]
epoch 1 loss 0.03991:  89%|████████▊ | 4985/5632 [27:57<03:20,  3.22it/s]
epoch 1 loss 0.03994:  89%|████████▊ | 4985/5632 [27:58<03:20,  3.22it/s]
epoch 1 loss 0.03994:  89%|████████▊ | 4986/5632 [27:58<03:20,  3.22it/s]
epoch 1 loss 0.03993:  89%|████████▊ | 4986/5632 [27:59<03:20,  3.22it/s]
epoch 1 loss 0.03993:  89%|████████▊ | 4987/5632 [27:59<08:25,  1.27it/s]
epoch 1 loss 0.03992:  89%|████████▊ | 4987/5632 [28:00<08:25,  1.27it/s]
epoch 1 loss 0.03992:  89%|████████▊ | 4988/5632 [28:00<06:53,  1.56it/s]
epoch 1 loss 0.03991:  89%|████████▊ | 4988/5632 [28:00<06:53,  1.56it/s]
epoch 1 loss 0.03991:  89%|████████▊ | 4989/5632 [28:00<05:48,  1.84it/s]
epoch 1 loss 0.03991:  89%|████████▊ | 4989/5632 [28:00<05:48,  1.84it/s]
epoch 1 loss 0.03991:  89%|████████▊ | 4990/5632 [28:00<05:03,  2.11it/s]
epoch 1 loss 0.0399:  89%|████████▊ | 4990/5632 [28:01<05:03,  2.11it/s] 
epoch 1 loss 0.0399:  89%|████████▊ | 4991/5632 [28:01<04:32,  2.35it/s]
epoch 1 loss 0.03989:  89%|████████▊ | 4991/5632 [28:01<04:32,  2.35it/s]
epoch 1 loss 0.03989:  89%|████████▊ | 4992/5632 [28:01<04:10,  2.56it/s]
epoch 1 loss 0.03989:  89%|████████▊ | 4992/5632 [28:01<04:10,  2.56it/s]
epoch 1 loss 0.03989:  89%|████████▊ | 4993/5632 [28:01<03:54,  2.73it/s]
epoch 1 loss 0.03988:  89%|████████▊ | 4993/5632 [28:02<03:54,  2.73it/s]
epoch 1 loss 0.03988:  89%|████████▊ | 4994/5632 [28:02<03:43,  2.86it/s]
epoch 1 loss 0.03987:  89%|████████▊ | 4994/5632 [28:02<03:43,  2.86it/s]
epoch 1 loss 0.03987:  89%|████████▊ | 4995/5632 [28:02<03:35,  2.96it/s]
epoch 1 loss 0.03986:  89%|████████▊ | 4995/5632 [28:02<03:35,  2.96it/s]
epoch 1 loss 0.03986:  89%|████████▊ | 4996/5632 [28:02<03:29,  3.03it/s]
epoch 1 loss 0.03985:  89%|████████▊ | 4996/5632 [28:03<03:29,  3.03it/s]
epoch 1 loss 0.03985:  89%|████████▊ | 4997/5632 [28:03<03:25,  3.09it/s]
epoch 1 loss 0.03985:  89%|████████▊ | 4997/5632 [28:03<03:25,  3.09it/s]
epoch 1 loss 0.03985:  89%|████████▊ | 4998/5632 [28:03<03:22,  3.13it/s]
epoch 1 loss 0.03984:  89%|████████▊ | 4998/5632 [28:03<03:22,  3.13it/s]
epoch 1 loss 0.03984:  89%|████████▉ | 4999/5632 [28:03<03:20,  3.15it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 4999/5632 [28:03<03:20,  3.15it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5000/5632 [28:03<03:19,  3.17it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5000/5632 [28:04<03:19,  3.17it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5001/5632 [28:04<03:17,  3.19it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5001/5632 [28:04<03:17,  3.19it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5002/5632 [28:04<03:16,  3.20it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5002/5632 [28:04<03:16,  3.20it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5003/5632 [28:04<03:15,  3.21it/s]
epoch 1 loss 0.0398:  89%|████████▉ | 5003/5632 [28:05<03:15,  3.21it/s] 
epoch 1 loss 0.0398:  89%|████████▉ | 5004/5632 [28:05<03:15,  3.21it/s]
epoch 1 loss 0.03984:  89%|████████▉ | 5004/5632 [28:05<03:15,  3.21it/s]
epoch 1 loss 0.03984:  89%|████████▉ | 5005/5632 [28:05<03:14,  3.22it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5005/5632 [28:05<03:14,  3.22it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5006/5632 [28:05<03:14,  3.22it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5006/5632 [28:06<03:14,  3.22it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5007/5632 [28:06<03:14,  3.22it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5007/5632 [28:06<03:14,  3.22it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5008/5632 [28:06<03:13,  3.22it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5008/5632 [28:06<03:13,  3.22it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5009/5632 [28:06<03:13,  3.22it/s]
epoch 1 loss 0.03988:  89%|████████▉ | 5009/5632 [28:07<03:13,  3.22it/s]
epoch 1 loss 0.03988:  89%|████████▉ | 5010/5632 [28:07<03:12,  3.23it/s]
epoch 1 loss 0.03987:  89%|████████▉ | 5010/5632 [28:07<03:12,  3.23it/s]
epoch 1 loss 0.03987:  89%|████████▉ | 5011/5632 [28:07<03:12,  3.23it/s]
epoch 1 loss 0.03986:  89%|████████▉ | 5011/5632 [28:07<03:12,  3.23it/s]
epoch 1 loss 0.03986:  89%|████████▉ | 5012/5632 [28:07<03:11,  3.23it/s]
epoch 1 loss 0.03986:  89%|████████▉ | 5012/5632 [28:08<03:11,  3.23it/s]
epoch 1 loss 0.03986:  89%|████████▉ | 5013/5632 [28:08<03:11,  3.23it/s]
epoch 1 loss 0.03985:  89%|████████▉ | 5013/5632 [28:08<03:11,  3.23it/s]
epoch 1 loss 0.03985:  89%|████████▉ | 5014/5632 [28:08<03:11,  3.23it/s]
epoch 1 loss 0.03984:  89%|████████▉ | 5014/5632 [28:08<03:11,  3.23it/s]
epoch 1 loss 0.03984:  89%|████████▉ | 5015/5632 [28:08<03:10,  3.23it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5015/5632 [28:08<03:10,  3.23it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5016/5632 [28:08<03:10,  3.23it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5016/5632 [28:09<03:10,  3.23it/s]
epoch 1 loss 0.03983:  89%|████████▉ | 5017/5632 [28:09<03:10,  3.23it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5017/5632 [28:09<03:10,  3.23it/s]
epoch 1 loss 0.03982:  89%|████████▉ | 5018/5632 [28:09<03:10,  3.23it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5018/5632 [28:09<03:10,  3.23it/s]
epoch 1 loss 0.03981:  89%|████████▉ | 5019/5632 [28:09<03:09,  3.23it/s]
epoch 1 loss 0.0398:  89%|████████▉ | 5019/5632 [28:10<03:09,  3.23it/s] 
epoch 1 loss 0.0398:  89%|████████▉ | 5020/5632 [28:10<03:09,  3.23it/s]
epoch 1 loss 0.0398:  89%|████████▉ | 5020/5632 [28:10<03:09,  3.23it/s]
epoch 1 loss 0.0398:  89%|████████▉ | 5021/5632 [28:10<03:09,  3.23it/s]
epoch 1 loss 0.03979:  89%|████████▉ | 5021/5632 [28:10<03:09,  3.23it/s]
epoch 1 loss 0.03979:  89%|████████▉ | 5022/5632 [28:10<03:08,  3.23it/s]
epoch 1 loss 0.03978:  89%|████████▉ | 5022/5632 [28:11<03:08,  3.23it/s]
epoch 1 loss 0.03978:  89%|████████▉ | 5023/5632 [28:11<03:08,  3.23it/s]
epoch 1 loss 0.03977:  89%|████████▉ | 5023/5632 [28:11<03:08,  3.23it/s]
epoch 1 loss 0.03977:  89%|████████▉ | 5024/5632 [28:11<03:08,  3.23it/s]
epoch 1 loss 0.03976:  89%|████████▉ | 5024/5632 [28:11<03:08,  3.23it/s]
epoch 1 loss 0.03976:  89%|████████▉ | 5025/5632 [28:11<03:08,  3.22it/s]
epoch 1 loss 0.03976:  89%|████████▉ | 5025/5632 [28:12<03:08,  3.22it/s]
epoch 1 loss 0.03976:  89%|████████▉ | 5026/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03975:  89%|████████▉ | 5026/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03975:  89%|████████▉ | 5027/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03974:  89%|████████▉ | 5027/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03974:  89%|████████▉ | 5028/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03974:  89%|████████▉ | 5028/5632 [28:12<03:07,  3.22it/s]
epoch 1 loss 0.03974:  89%|████████▉ | 5029/5632 [28:12<03:06,  3.23it/s]
epoch 1 loss 0.03973:  89%|████████▉ | 5029/5632 [28:13<03:06,  3.23it/s]
epoch 1 loss 0.03973:  89%|████████▉ | 5030/5632 [28:13<03:06,  3.23it/s]
epoch 1 loss 0.03972:  89%|████████▉ | 5030/5632 [28:13<03:06,  3.23it/s]
epoch 1 loss 0.03972:  89%|████████▉ | 5031/5632 [28:13<03:06,  3.23it/s]
epoch 1 loss 0.03971:  89%|████████▉ | 5031/5632 [28:13<03:06,  3.23it/s]
epoch 1 loss 0.03971:  89%|████████▉ | 5032/5632 [28:13<03:06,  3.22it/s]
epoch 1 loss 0.03971:  89%|████████▉ | 5032/5632 [28:14<03:06,  3.22it/s]
epoch 1 loss 0.03971:  89%|████████▉ | 5033/5632 [28:14<03:05,  3.22it/s]
epoch 1 loss 0.0397:  89%|████████▉ | 5033/5632 [28:15<03:05,  3.22it/s] 
epoch 1 loss 0.0397:  89%|████████▉ | 5034/5632 [28:15<06:29,  1.54it/s]
epoch 1 loss 0.03969:  89%|████████▉ | 5034/5632 [28:15<06:29,  1.54it/s]
epoch 1 loss 0.03969:  89%|████████▉ | 5035/5632 [28:15<05:27,  1.82it/s]
epoch 1 loss 0.03969:  89%|████████▉ | 5035/5632 [28:16<05:27,  1.82it/s]
epoch 1 loss 0.03969:  89%|████████▉ | 5036/5632 [28:16<04:44,  2.09it/s]
epoch 1 loss 0.03968:  89%|████████▉ | 5036/5632 [28:16<04:44,  2.09it/s]
epoch 1 loss 0.03968:  89%|████████▉ | 5037/5632 [28:16<04:14,  2.34it/s]
epoch 1 loss 0.03967:  89%|████████▉ | 5037/5632 [28:16<04:14,  2.34it/s]
epoch 1 loss 0.03967:  89%|████████▉ | 5038/5632 [28:16<03:52,  2.55it/s]
epoch 1 loss 0.03966:  89%|████████▉ | 5038/5632 [28:17<03:52,  2.55it/s]
epoch 1 loss 0.03966:  89%|████████▉ | 5039/5632 [28:17<03:37,  2.72it/s]
epoch 1 loss 0.03966:  89%|████████▉ | 5039/5632 [28:17<03:37,  2.72it/s]
epoch 1 loss 0.03966:  89%|████████▉ | 5040/5632 [28:17<03:27,  2.86it/s]
epoch 1 loss 0.03965:  89%|████████▉ | 5040/5632 [28:17<03:27,  2.86it/s]
epoch 1 loss 0.03965:  90%|████████▉ | 5041/5632 [28:17<03:19,  2.96it/s]
epoch 1 loss 0.03964:  90%|████████▉ | 5041/5632 [28:18<03:19,  2.96it/s]
epoch 1 loss 0.03964:  90%|████████▉ | 5042/5632 [28:18<03:13,  3.05it/s]
epoch 1 loss 0.03963:  90%|████████▉ | 5042/5632 [28:18<03:13,  3.05it/s]
epoch 1 loss 0.03963:  90%|████████▉ | 5043/5632 [28:18<03:10,  3.10it/s]
epoch 1 loss 0.03963:  90%|████████▉ | 5043/5632 [28:18<03:10,  3.10it/s]
epoch 1 loss 0.03963:  90%|████████▉ | 5044/5632 [28:18<03:07,  3.14it/s]
epoch 1 loss 0.03962:  90%|████████▉ | 5044/5632 [28:19<03:07,  3.14it/s]
epoch 1 loss 0.03962:  90%|████████▉ | 5045/5632 [28:19<03:05,  3.16it/s]
epoch 1 loss 0.03961:  90%|████████▉ | 5045/5632 [28:19<03:05,  3.16it/s]
epoch 1 loss 0.03961:  90%|████████▉ | 5046/5632 [28:19<03:03,  3.18it/s]
epoch 1 loss 0.0396:  90%|████████▉ | 5046/5632 [28:19<03:03,  3.18it/s] 
epoch 1 loss 0.0396:  90%|████████▉ | 5047/5632 [28:19<03:02,  3.20it/s]
epoch 1 loss 0.0396:  90%|████████▉ | 5047/5632 [28:19<03:02,  3.20it/s]
epoch 1 loss 0.0396:  90%|████████▉ | 5048/5632 [28:19<03:01,  3.21it/s]
epoch 1 loss 0.03959:  90%|████████▉ | 5048/5632 [28:20<03:01,  3.21it/s]
epoch 1 loss 0.03959:  90%|████████▉ | 5049/5632 [28:20<03:01,  3.21it/s]
epoch 1 loss 0.03958:  90%|████████▉ | 5049/5632 [28:20<03:01,  3.21it/s]
epoch 1 loss 0.03958:  90%|████████▉ | 5050/5632 [28:20<03:00,  3.22it/s]
epoch 1 loss 0.03957:  90%|████████▉ | 5050/5632 [28:20<03:00,  3.22it/s]
epoch 1 loss 0.03957:  90%|████████▉ | 5051/5632 [28:20<02:59,  3.23it/s]
epoch 1 loss 0.03957:  90%|████████▉ | 5051/5632 [28:21<02:59,  3.23it/s]
epoch 1 loss 0.03957:  90%|████████▉ | 5052/5632 [28:21<02:59,  3.23it/s]
epoch 1 loss 0.03956:  90%|████████▉ | 5052/5632 [28:21<02:59,  3.23it/s]
epoch 1 loss 0.03956:  90%|████████▉ | 5053/5632 [28:21<02:59,  3.23it/s]
epoch 1 loss 0.03955:  90%|████████▉ | 5053/5632 [28:21<02:59,  3.23it/s]
epoch 1 loss 0.03955:  90%|████████▉ | 5054/5632 [28:21<02:58,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5054/5632 [28:22<02:58,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5055/5632 [28:22<02:58,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5055/5632 [28:22<02:58,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5056/5632 [28:22<02:58,  3.23it/s]
epoch 1 loss 0.03953:  90%|████████▉ | 5056/5632 [28:22<02:58,  3.23it/s]
epoch 1 loss 0.03953:  90%|████████▉ | 5057/5632 [28:22<02:57,  3.24it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5057/5632 [28:23<02:57,  3.24it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5058/5632 [28:23<02:57,  3.24it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5058/5632 [28:23<02:57,  3.24it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5059/5632 [28:23<02:56,  3.24it/s]
epoch 1 loss 0.03955:  90%|████████▉ | 5059/5632 [28:23<02:56,  3.24it/s]
epoch 1 loss 0.03955:  90%|████████▉ | 5060/5632 [28:23<02:56,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5060/5632 [28:23<02:56,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5061/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5061/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03954:  90%|████████▉ | 5062/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03953:  90%|████████▉ | 5062/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03953:  90%|████████▉ | 5063/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5063/5632 [28:24<02:56,  3.23it/s]
epoch 1 loss 0.03952:  90%|████████▉ | 5064/5632 [28:24<02:55,  3.23it/s]
epoch 1 loss 0.03951:  90%|████████▉ | 5064/5632 [28:25<02:55,  3.23it/s]
epoch 1 loss 0.03951:  90%|████████▉ | 5065/5632 [28:25<02:55,  3.23it/s]
epoch 1 loss 0.0395:  90%|████████▉ | 5065/5632 [28:25<02:55,  3.23it/s] 
epoch 1 loss 0.0395:  90%|████████▉ | 5066/5632 [28:25<02:55,  3.23it/s]
epoch 1 loss 0.0395:  90%|████████▉ | 5066/5632 [28:25<02:55,  3.23it/s]
epoch 1 loss 0.0395:  90%|████████▉ | 5067/5632 [28:25<02:54,  3.23it/s]
epoch 1 loss 0.03949:  90%|████████▉ | 5067/5632 [28:26<02:54,  3.23it/s]
epoch 1 loss 0.03949:  90%|████████▉ | 5068/5632 [28:26<02:54,  3.23it/s]
epoch 1 loss 0.03949:  90%|████████▉ | 5068/5632 [28:26<02:54,  3.23it/s]
epoch 1 loss 0.03949:  90%|█████████ | 5069/5632 [28:26<02:54,  3.22it/s]
epoch 1 loss 0.03948:  90%|█████████ | 5069/5632 [28:26<02:54,  3.22it/s]
epoch 1 loss 0.03948:  90%|█████████ | 5070/5632 [28:26<02:53,  3.23it/s]
epoch 1 loss 0.03948:  90%|█████████ | 5070/5632 [28:27<02:53,  3.23it/s]
epoch 1 loss 0.03948:  90%|█████████ | 5071/5632 [28:27<02:53,  3.23it/s]
epoch 1 loss 0.03947:  90%|█████████ | 5071/5632 [28:27<02:53,  3.23it/s]
epoch 1 loss 0.03947:  90%|█████████ | 5072/5632 [28:27<02:53,  3.23it/s]
epoch 1 loss 0.03946:  90%|█████████ | 5072/5632 [28:27<02:53,  3.23it/s]
epoch 1 loss 0.03946:  90%|█████████ | 5073/5632 [28:27<02:52,  3.23it/s]
epoch 1 loss 0.03945:  90%|█████████ | 5073/5632 [28:28<02:52,  3.23it/s]
epoch 1 loss 0.03945:  90%|█████████ | 5074/5632 [28:28<02:52,  3.23it/s]
epoch 1 loss 0.03945:  90%|█████████ | 5074/5632 [28:28<02:52,  3.23it/s]
epoch 1 loss 0.03945:  90%|█████████ | 5075/5632 [28:28<02:52,  3.23it/s]
epoch 1 loss 0.03944:  90%|█████████ | 5075/5632 [28:28<02:52,  3.23it/s]
epoch 1 loss 0.03944:  90%|█████████ | 5076/5632 [28:28<02:51,  3.23it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5076/5632 [28:28<02:51,  3.23it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5077/5632 [28:28<02:51,  3.23it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5077/5632 [28:29<02:51,  3.23it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5078/5632 [28:29<02:51,  3.23it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5078/5632 [28:29<02:51,  3.23it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5079/5632 [28:29<02:51,  3.23it/s]
epoch 1 loss 0.03941:  90%|█████████ | 5079/5632 [28:29<02:51,  3.23it/s]
epoch 1 loss 0.03941:  90%|█████████ | 5080/5632 [28:29<02:50,  3.23it/s]
epoch 1 loss 0.0394:  90%|█████████ | 5080/5632 [28:31<02:50,  3.23it/s] 
epoch 1 loss 0.0394:  90%|█████████ | 5081/5632 [28:31<06:25,  1.43it/s]
epoch 1 loss 0.0394:  90%|█████████ | 5081/5632 [28:31<06:25,  1.43it/s]
epoch 1 loss 0.0394:  90%|█████████ | 5082/5632 [28:31<05:20,  1.72it/s]
epoch 1 loss 0.03939:  90%|█████████ | 5082/5632 [28:32<05:20,  1.72it/s]
epoch 1 loss 0.03939:  90%|█████████ | 5083/5632 [28:32<04:35,  2.00it/s]
epoch 1 loss 0.03938:  90%|█████████ | 5083/5632 [28:32<04:35,  2.00it/s]
epoch 1 loss 0.03938:  90%|█████████ | 5084/5632 [28:32<04:03,  2.25it/s]
epoch 1 loss 0.03937:  90%|█████████ | 5084/5632 [28:32<04:03,  2.25it/s]
epoch 1 loss 0.03937:  90%|█████████ | 5085/5632 [28:32<03:40,  2.48it/s]
epoch 1 loss 0.03937:  90%|█████████ | 5085/5632 [28:33<03:40,  2.48it/s]
epoch 1 loss 0.03937:  90%|█████████ | 5086/5632 [28:33<03:24,  2.67it/s]
epoch 1 loss 0.03936:  90%|█████████ | 5086/5632 [28:33<03:24,  2.67it/s]
epoch 1 loss 0.03936:  90%|█████████ | 5087/5632 [28:33<03:14,  2.81it/s]
epoch 1 loss 0.0394:  90%|█████████ | 5087/5632 [28:33<03:14,  2.81it/s] 
epoch 1 loss 0.0394:  90%|█████████ | 5088/5632 [28:33<03:06,  2.92it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5088/5632 [28:33<03:06,  2.92it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5089/5632 [28:33<03:00,  3.01it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5089/5632 [28:34<03:00,  3.01it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5090/5632 [28:34<02:56,  3.07it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5090/5632 [28:34<02:56,  3.07it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5091/5632 [28:34<02:53,  3.12it/s]
epoch 1 loss 0.03944:  90%|█████████ | 5091/5632 [28:34<02:53,  3.12it/s]
epoch 1 loss 0.03944:  90%|█████████ | 5092/5632 [28:34<02:51,  3.15it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5092/5632 [28:35<02:51,  3.15it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5093/5632 [28:35<02:49,  3.17it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5093/5632 [28:35<02:49,  3.17it/s]
epoch 1 loss 0.03943:  90%|█████████ | 5094/5632 [28:35<02:48,  3.19it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5094/5632 [28:35<02:48,  3.19it/s]
epoch 1 loss 0.03942:  90%|█████████ | 5095/5632 [28:35<02:47,  3.20it/s]
epoch 1 loss 0.03941:  90%|█████████ | 5095/5632 [28:36<02:47,  3.20it/s]
epoch 1 loss 0.03941:  90%|█████████ | 5096/5632 [28:36<02:47,  3.20it/s]
epoch 1 loss 0.0394:  90%|█████████ | 5096/5632 [28:36<02:47,  3.20it/s] 
epoch 1 loss 0.0394:  91%|█████████ | 5097/5632 [28:36<02:46,  3.22it/s]
epoch 1 loss 0.0394:  91%|█████████ | 5097/5632 [28:36<02:46,  3.22it/s]
epoch 1 loss 0.0394:  91%|█████████ | 5098/5632 [28:36<02:45,  3.22it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5098/5632 [28:37<02:45,  3.22it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5099/5632 [28:37<02:45,  3.22it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5099/5632 [28:37<02:45,  3.22it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5100/5632 [28:37<02:44,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5100/5632 [28:37<02:44,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5101/5632 [28:37<02:44,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5101/5632 [28:37<02:44,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5102/5632 [28:38<02:43,  3.23it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5102/5632 [28:38<02:43,  3.23it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5103/5632 [28:38<02:44,  3.22it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5103/5632 [28:38<02:44,  3.22it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5104/5632 [28:38<02:43,  3.23it/s]
epoch 1 loss 0.03949:  91%|█████████ | 5104/5632 [28:38<02:43,  3.23it/s]
epoch 1 loss 0.03949:  91%|█████████ | 5105/5632 [28:38<02:43,  3.23it/s]
epoch 1 loss 0.03948:  91%|█████████ | 5105/5632 [28:39<02:43,  3.23it/s]
epoch 1 loss 0.03948:  91%|█████████ | 5106/5632 [28:39<02:42,  3.23it/s]
epoch 1 loss 0.03947:  91%|█████████ | 5106/5632 [28:39<02:42,  3.23it/s]
epoch 1 loss 0.03947:  91%|█████████ | 5107/5632 [28:39<02:42,  3.23it/s]
epoch 1 loss 0.03947:  91%|█████████ | 5107/5632 [28:39<02:42,  3.23it/s]
epoch 1 loss 0.03947:  91%|█████████ | 5108/5632 [28:39<02:42,  3.23it/s]
epoch 1 loss 0.03946:  91%|█████████ | 5108/5632 [28:40<02:42,  3.23it/s]
epoch 1 loss 0.03946:  91%|█████████ | 5109/5632 [28:40<02:41,  3.23it/s]
epoch 1 loss 0.03945:  91%|█████████ | 5109/5632 [28:40<02:41,  3.23it/s]
epoch 1 loss 0.03945:  91%|█████████ | 5110/5632 [28:40<02:41,  3.22it/s]
epoch 1 loss 0.03944:  91%|█████████ | 5110/5632 [28:40<02:41,  3.22it/s]
epoch 1 loss 0.03944:  91%|█████████ | 5111/5632 [28:40<02:41,  3.22it/s]
epoch 1 loss 0.03944:  91%|█████████ | 5111/5632 [28:41<02:41,  3.22it/s]
epoch 1 loss 0.03944:  91%|█████████ | 5112/5632 [28:41<02:41,  3.23it/s]
epoch 1 loss 0.03943:  91%|█████████ | 5112/5632 [28:41<02:41,  3.23it/s]
epoch 1 loss 0.03943:  91%|█████████ | 5113/5632 [28:41<02:40,  3.23it/s]
epoch 1 loss 0.03942:  91%|█████████ | 5113/5632 [28:41<02:40,  3.23it/s]
epoch 1 loss 0.03942:  91%|█████████ | 5114/5632 [28:41<02:40,  3.23it/s]
epoch 1 loss 0.03941:  91%|█████████ | 5114/5632 [28:42<02:40,  3.23it/s]
epoch 1 loss 0.03941:  91%|█████████ | 5115/5632 [28:42<02:40,  3.23it/s]
epoch 1 loss 0.03941:  91%|█████████ | 5115/5632 [28:42<02:40,  3.23it/s]
epoch 1 loss 0.03941:  91%|█████████ | 5116/5632 [28:42<02:39,  3.23it/s]
epoch 1 loss 0.0394:  91%|█████████ | 5116/5632 [28:42<02:39,  3.23it/s] 
epoch 1 loss 0.0394:  91%|█████████ | 5117/5632 [28:42<02:39,  3.23it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5117/5632 [28:42<02:39,  3.23it/s]
epoch 1 loss 0.03939:  91%|█████████ | 5118/5632 [28:42<02:39,  3.23it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5118/5632 [28:43<02:39,  3.23it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5119/5632 [28:43<02:38,  3.23it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5119/5632 [28:43<02:38,  3.23it/s]
epoch 1 loss 0.03938:  91%|█████████ | 5120/5632 [28:43<02:38,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5120/5632 [28:43<02:38,  3.23it/s]
epoch 1 loss 0.03937:  91%|█████████ | 5121/5632 [28:43<02:38,  3.23it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5121/5632 [28:44<02:38,  3.23it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5122/5632 [28:44<02:38,  3.22it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5122/5632 [28:44<02:38,  3.22it/s]
epoch 1 loss 0.03936:  91%|█████████ | 5123/5632 [28:44<02:38,  3.22it/s]
epoch 1 loss 0.03935:  91%|█████████ | 5123/5632 [28:44<02:38,  3.22it/s]
epoch 1 loss 0.03935:  91%|█████████ | 5124/5632 [28:44<02:37,  3.22it/s]
epoch 1 loss 0.03934:  91%|█████████ | 5124/5632 [28:45<02:37,  3.22it/s]
epoch 1 loss 0.03934:  91%|█████████ | 5125/5632 [28:45<02:37,  3.23it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5125/5632 [28:45<02:37,  3.23it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5126/5632 [28:45<02:36,  3.22it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5126/5632 [28:45<02:36,  3.22it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5127/5632 [28:45<02:36,  3.22it/s]
epoch 1 loss 0.03932:  91%|█████████ | 5127/5632 [28:47<02:36,  3.22it/s]
epoch 1 loss 0.03932:  91%|█████████ | 5128/5632 [28:47<06:20,  1.32it/s]
epoch 1 loss 0.03931:  91%|█████████ | 5128/5632 [28:47<06:20,  1.32it/s]
epoch 1 loss 0.03931:  91%|█████████ | 5129/5632 [28:47<05:12,  1.61it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5129/5632 [28:48<05:12,  1.61it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5130/5632 [28:48<04:25,  1.89it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5130/5632 [28:48<04:25,  1.89it/s]
epoch 1 loss 0.03933:  91%|█████████ | 5131/5632 [28:48<03:51,  2.16it/s]
epoch 1 loss 0.03932:  91%|█████████ | 5131/5632 [28:48<03:51,  2.16it/s]
epoch 1 loss 0.03932:  91%|█████████ | 5132/5632 [28:48<03:28,  2.40it/s]
epoch 1 loss 0.03931:  91%|█████████ | 5132/5632 [28:49<03:28,  2.40it/s]
epoch 1 loss 0.03931:  91%|█████████ | 5133/5632 [28:49<03:12,  2.59it/s]
epoch 1 loss 0.0393:  91%|█████████ | 5133/5632 [28:49<03:12,  2.59it/s] 
epoch 1 loss 0.0393:  91%|█████████ | 5134/5632 [28:49<03:00,  2.77it/s]
epoch 1 loss 0.0393:  91%|█████████ | 5134/5632 [28:49<03:00,  2.77it/s]
epoch 1 loss 0.0393:  91%|█████████ | 5135/5632 [28:49<02:51,  2.89it/s]
epoch 1 loss 0.03929:  91%|█████████ | 5135/5632 [28:50<02:51,  2.89it/s]
epoch 1 loss 0.03929:  91%|█████████ | 5136/5632 [28:50<02:46,  2.98it/s]
epoch 1 loss 0.03928:  91%|█████████ | 5136/5632 [28:50<02:46,  2.98it/s]
epoch 1 loss 0.03928:  91%|█████████ | 5137/5632 [28:50<02:42,  3.05it/s]
epoch 1 loss 0.03927:  91%|█████████ | 5137/5632 [28:50<02:42,  3.05it/s]
epoch 1 loss 0.03927:  91%|█████████ | 5138/5632 [28:50<02:39,  3.10it/s]
epoch 1 loss 0.03927:  91%|█████████ | 5138/5632 [28:50<02:39,  3.10it/s]
epoch 1 loss 0.03927:  91%|█████████ | 5139/5632 [28:50<02:37,  3.13it/s]
epoch 1 loss 0.03926:  91%|█████████ | 5139/5632 [28:51<02:37,  3.13it/s]
epoch 1 loss 0.03926:  91%|█████████▏| 5140/5632 [28:51<02:36,  3.15it/s]
epoch 1 loss 0.03925:  91%|█████████▏| 5140/5632 [28:51<02:36,  3.15it/s]
epoch 1 loss 0.03925:  91%|█████████▏| 5141/5632 [28:51<02:34,  3.17it/s]
epoch 1 loss 0.03924:  91%|█████████▏| 5141/5632 [28:51<02:34,  3.17it/s]
epoch 1 loss 0.03924:  91%|█████████▏| 5142/5632 [28:51<02:33,  3.19it/s]
epoch 1 loss 0.03924:  91%|█████████▏| 5142/5632 [28:52<02:33,  3.19it/s]
epoch 1 loss 0.03924:  91%|█████████▏| 5143/5632 [28:52<02:33,  3.19it/s]
epoch 1 loss 0.03923:  91%|█████████▏| 5143/5632 [28:52<02:33,  3.19it/s]
epoch 1 loss 0.03923:  91%|█████████▏| 5144/5632 [28:52<02:32,  3.20it/s]
epoch 1 loss 0.03922:  91%|█████████▏| 5144/5632 [28:52<02:32,  3.20it/s]
epoch 1 loss 0.03922:  91%|█████████▏| 5145/5632 [28:52<02:31,  3.21it/s]
epoch 1 loss 0.03921:  91%|█████████▏| 5145/5632 [28:53<02:31,  3.21it/s]
epoch 1 loss 0.03921:  91%|█████████▏| 5146/5632 [28:53<02:31,  3.21it/s]
epoch 1 loss 0.03921:  91%|█████████▏| 5146/5632 [28:53<02:31,  3.21it/s]
epoch 1 loss 0.03921:  91%|█████████▏| 5147/5632 [28:53<02:30,  3.22it/s]
epoch 1 loss 0.0392:  91%|█████████▏| 5147/5632 [28:53<02:30,  3.22it/s] 
epoch 1 loss 0.0392:  91%|█████████▏| 5148/5632 [28:53<02:30,  3.22it/s]
epoch 1 loss 0.03919:  91%|█████████▏| 5148/5632 [28:54<02:30,  3.22it/s]
epoch 1 loss 0.03919:  91%|█████████▏| 5149/5632 [28:54<02:30,  3.22it/s]
epoch 1 loss 0.03919:  91%|█████████▏| 5149/5632 [28:54<02:30,  3.22it/s]
epoch 1 loss 0.03919:  91%|█████████▏| 5150/5632 [28:54<02:29,  3.22it/s]
epoch 1 loss 0.03918:  91%|█████████▏| 5150/5632 [28:54<02:29,  3.22it/s]
epoch 1 loss 0.03918:  91%|█████████▏| 5151/5632 [28:54<02:29,  3.22it/s]
epoch 1 loss 0.03917:  91%|█████████▏| 5151/5632 [28:54<02:29,  3.22it/s]
epoch 1 loss 0.03917:  91%|█████████▏| 5152/5632 [28:54<02:28,  3.23it/s]
epoch 1 loss 0.03916:  91%|█████████▏| 5152/5632 [28:55<02:28,  3.23it/s]
epoch 1 loss 0.03916:  91%|█████████▏| 5153/5632 [28:55<02:28,  3.23it/s]
epoch 1 loss 0.03916:  91%|█████████▏| 5153/5632 [28:55<02:28,  3.23it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5154/5632 [28:55<02:28,  3.23it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5154/5632 [28:55<02:28,  3.23it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5155/5632 [28:55<02:27,  3.23it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5155/5632 [28:56<02:27,  3.23it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5156/5632 [28:56<02:27,  3.22it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5156/5632 [28:56<02:27,  3.22it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5157/5632 [28:56<02:27,  3.22it/s]
epoch 1 loss 0.03919:  92%|█████████▏| 5157/5632 [28:56<02:27,  3.22it/s]
epoch 1 loss 0.03919:  92%|█████████▏| 5158/5632 [28:56<02:27,  3.22it/s]
epoch 1 loss 0.03919:  92%|█████████▏| 5158/5632 [28:57<02:27,  3.22it/s]
epoch 1 loss 0.03919:  92%|█████████▏| 5159/5632 [28:57<02:27,  3.22it/s]
epoch 1 loss 0.03918:  92%|█████████▏| 5159/5632 [28:57<02:27,  3.22it/s]
epoch 1 loss 0.03918:  92%|█████████▏| 5160/5632 [28:57<02:26,  3.22it/s]
epoch 1 loss 0.03917:  92%|█████████▏| 5160/5632 [28:57<02:26,  3.22it/s]
epoch 1 loss 0.03917:  92%|█████████▏| 5161/5632 [28:57<02:26,  3.22it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5161/5632 [28:58<02:26,  3.22it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5162/5632 [28:58<02:25,  3.23it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5162/5632 [28:58<02:25,  3.23it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5163/5632 [28:58<02:24,  3.24it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5163/5632 [28:58<02:24,  3.24it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5164/5632 [28:58<02:24,  3.24it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5164/5632 [28:59<02:24,  3.24it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5165/5632 [28:59<02:24,  3.24it/s]
epoch 1 loss 0.03917:  92%|█████████▏| 5165/5632 [28:59<02:24,  3.24it/s]
epoch 1 loss 0.03917:  92%|█████████▏| 5166/5632 [28:59<02:23,  3.24it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5166/5632 [28:59<02:23,  3.24it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5167/5632 [28:59<02:23,  3.24it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5167/5632 [28:59<02:23,  3.24it/s]
epoch 1 loss 0.03915:  92%|█████████▏| 5168/5632 [28:59<02:23,  3.23it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5168/5632 [29:00<02:23,  3.23it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5169/5632 [29:00<02:23,  3.24it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5169/5632 [29:00<02:23,  3.24it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5170/5632 [29:00<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5170/5632 [29:00<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5171/5632 [29:00<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5171/5632 [29:01<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5172/5632 [29:01<02:22,  3.23it/s]
epoch 1 loss 0.03912:  92%|█████████▏| 5172/5632 [29:01<02:22,  3.23it/s]
epoch 1 loss 0.03912:  92%|█████████▏| 5173/5632 [29:01<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5173/5632 [29:01<02:22,  3.23it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5174/5632 [29:01<02:21,  3.24it/s]
epoch 1 loss 0.03912:  92%|█████████▏| 5174/5632 [29:03<02:21,  3.24it/s]
epoch 1 loss 0.03912:  92%|█████████▏| 5175/5632 [29:03<04:51,  1.57it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5175/5632 [29:03<04:51,  1.57it/s]
epoch 1 loss 0.03914:  92%|█████████▏| 5176/5632 [29:03<04:06,  1.85it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5176/5632 [29:03<04:06,  1.85it/s]
epoch 1 loss 0.03913:  92%|█████████▏| 5177/5632 [29:03<03:34,  2.12it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5177/5632 [29:04<03:34,  2.12it/s]
epoch 1 loss 0.03916:  92%|█████████▏| 5178/5632 [29:04<03:11,  2.37it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5178/5632 [29:04<03:11,  2.37it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5179/5632 [29:04<02:56,  2.57it/s]
epoch 1 loss 0.03922:  92%|█████████▏| 5179/5632 [29:04<02:56,  2.57it/s]
epoch 1 loss 0.03922:  92%|█████████▏| 5180/5632 [29:04<02:45,  2.74it/s]
epoch 1 loss 0.03922:  92%|█████████▏| 5180/5632 [29:05<02:45,  2.74it/s]
epoch 1 loss 0.03922:  92%|█████████▏| 5181/5632 [29:05<02:37,  2.87it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5181/5632 [29:05<02:37,  2.87it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5182/5632 [29:05<02:31,  2.97it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5182/5632 [29:05<02:31,  2.97it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5183/5632 [29:05<02:27,  3.04it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5183/5632 [29:05<02:27,  3.04it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5184/5632 [29:06<02:25,  3.09it/s]
epoch 1 loss 0.03925:  92%|█████████▏| 5184/5632 [29:06<02:25,  3.09it/s]
epoch 1 loss 0.03925:  92%|█████████▏| 5185/5632 [29:06<02:22,  3.13it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5185/5632 [29:06<02:22,  3.13it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5186/5632 [29:06<02:20,  3.17it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5186/5632 [29:06<02:20,  3.17it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5187/5632 [29:06<02:19,  3.19it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5187/5632 [29:07<02:19,  3.19it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5188/5632 [29:07<02:18,  3.20it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5188/5632 [29:07<02:18,  3.20it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5189/5632 [29:07<02:18,  3.21it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5189/5632 [29:07<02:18,  3.21it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5190/5632 [29:07<02:17,  3.21it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5190/5632 [29:08<02:17,  3.21it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5191/5632 [29:08<02:17,  3.21it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5191/5632 [29:08<02:17,  3.21it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5192/5632 [29:08<02:16,  3.21it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5192/5632 [29:08<02:16,  3.21it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5193/5632 [29:08<02:16,  3.22it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5193/5632 [29:09<02:16,  3.22it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5194/5632 [29:09<02:15,  3.22it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5194/5632 [29:09<02:15,  3.22it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5195/5632 [29:09<02:15,  3.22it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5195/5632 [29:09<02:15,  3.22it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5196/5632 [29:09<02:15,  3.23it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5196/5632 [29:10<02:15,  3.23it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5197/5632 [29:10<02:14,  3.23it/s]
epoch 1 loss 0.03925:  92%|█████████▏| 5197/5632 [29:10<02:14,  3.23it/s]
epoch 1 loss 0.03925:  92%|█████████▏| 5198/5632 [29:10<02:14,  3.23it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5198/5632 [29:10<02:14,  3.23it/s]
epoch 1 loss 0.03924:  92%|█████████▏| 5199/5632 [29:10<02:14,  3.22it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5199/5632 [29:10<02:14,  3.22it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5200/5632 [29:10<02:14,  3.22it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5200/5632 [29:11<02:14,  3.22it/s]
epoch 1 loss 0.03923:  92%|█████████▏| 5201/5632 [29:11<02:13,  3.22it/s]
epoch 1 loss 0.03932:  92%|█████████▏| 5201/5632 [29:11<02:13,  3.22it/s]
epoch 1 loss 0.03932:  92%|█████████▏| 5202/5632 [29:11<02:13,  3.22it/s]
epoch 1 loss 0.03931:  92%|█████████▏| 5202/5632 [29:11<02:13,  3.22it/s]
epoch 1 loss 0.03931:  92%|█████████▏| 5203/5632 [29:11<02:12,  3.23it/s]
epoch 1 loss 0.0393:  92%|█████████▏| 5203/5632 [29:12<02:12,  3.23it/s] 
epoch 1 loss 0.0393:  92%|█████████▏| 5204/5632 [29:12<02:12,  3.24it/s]
epoch 1 loss 0.0393:  92%|█████████▏| 5204/5632 [29:12<02:12,  3.24it/s]
epoch 1 loss 0.0393:  92%|█████████▏| 5205/5632 [29:12<02:11,  3.25it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5205/5632 [29:12<02:11,  3.25it/s]
epoch 1 loss 0.03929:  92%|█████████▏| 5206/5632 [29:12<02:11,  3.24it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5206/5632 [29:13<02:11,  3.24it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5207/5632 [29:13<02:11,  3.24it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5207/5632 [29:13<02:11,  3.24it/s]
epoch 1 loss 0.03928:  92%|█████████▏| 5208/5632 [29:13<02:10,  3.25it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5208/5632 [29:13<02:10,  3.25it/s]
epoch 1 loss 0.03927:  92%|█████████▏| 5209/5632 [29:13<02:10,  3.23it/s]
epoch 1 loss 0.03926:  92%|█████████▏| 5209/5632 [29:14<02:10,  3.23it/s]
epoch 1 loss 0.03926:  93%|█████████▎| 5210/5632 [29:14<02:11,  3.22it/s]
epoch 1 loss 0.03925:  93%|█████████▎| 5210/5632 [29:14<02:11,  3.22it/s]
epoch 1 loss 0.03925:  93%|█████████▎| 5211/5632 [29:14<02:11,  3.21it/s]
epoch 1 loss 0.03925:  93%|█████████▎| 5211/5632 [29:14<02:11,  3.21it/s]
epoch 1 loss 0.03925:  93%|█████████▎| 5212/5632 [29:14<02:11,  3.19it/s]
epoch 1 loss 0.03924:  93%|█████████▎| 5212/5632 [29:14<02:11,  3.19it/s]
epoch 1 loss 0.03924:  93%|█████████▎| 5213/5632 [29:14<02:10,  3.20it/s]
epoch 1 loss 0.03923:  93%|█████████▎| 5213/5632 [29:15<02:10,  3.20it/s]
epoch 1 loss 0.03923:  93%|█████████▎| 5214/5632 [29:15<02:11,  3.19it/s]
epoch 1 loss 0.03922:  93%|█████████▎| 5214/5632 [29:15<02:11,  3.19it/s]
epoch 1 loss 0.03922:  93%|█████████▎| 5215/5632 [29:15<02:10,  3.18it/s]
epoch 1 loss 0.03922:  93%|█████████▎| 5215/5632 [29:15<02:10,  3.18it/s]
epoch 1 loss 0.03922:  93%|█████████▎| 5216/5632 [29:15<02:09,  3.21it/s]
epoch 1 loss 0.03921:  93%|█████████▎| 5216/5632 [29:16<02:09,  3.21it/s]
epoch 1 loss 0.03921:  93%|█████████▎| 5217/5632 [29:16<02:11,  3.15it/s]
epoch 1 loss 0.0392:  93%|█████████▎| 5217/5632 [29:16<02:11,  3.15it/s] 
epoch 1 loss 0.0392:  93%|█████████▎| 5218/5632 [29:16<02:11,  3.15it/s]
epoch 1 loss 0.0392:  93%|█████████▎| 5218/5632 [29:16<02:11,  3.15it/s]
epoch 1 loss 0.0392:  93%|█████████▎| 5219/5632 [29:16<02:10,  3.17it/s]
epoch 1 loss 0.03919:  93%|█████████▎| 5219/5632 [29:17<02:10,  3.17it/s]
epoch 1 loss 0.03919:  93%|█████████▎| 5220/5632 [29:17<02:09,  3.18it/s]
epoch 1 loss 0.03918:  93%|█████████▎| 5220/5632 [29:17<02:09,  3.18it/s]
epoch 1 loss 0.03918:  93%|█████████▎| 5221/5632 [29:17<02:08,  3.19it/s]
epoch 1 loss 0.03917:  93%|█████████▎| 5221/5632 [29:19<02:08,  3.19it/s]
epoch 1 loss 0.03917:  93%|█████████▎| 5222/5632 [29:19<05:01,  1.36it/s]
epoch 1 loss 0.03917:  93%|█████████▎| 5222/5632 [29:19<05:01,  1.36it/s]
epoch 1 loss 0.03917:  93%|█████████▎| 5223/5632 [29:19<04:12,  1.62it/s]
epoch 1 loss 0.03916:  93%|█████████▎| 5223/5632 [29:19<04:12,  1.62it/s]
epoch 1 loss 0.03916:  93%|█████████▎| 5224/5632 [29:19<03:34,  1.90it/s]
epoch 1 loss 0.03915:  93%|█████████▎| 5224/5632 [29:20<03:34,  1.90it/s]
epoch 1 loss 0.03915:  93%|█████████▎| 5225/5632 [29:20<03:07,  2.17it/s]
epoch 1 loss 0.03915:  93%|█████████▎| 5225/5632 [29:20<03:07,  2.17it/s]
epoch 1 loss 0.03915:  93%|█████████▎| 5226/5632 [29:20<02:48,  2.40it/s]
epoch 1 loss 0.03914:  93%|█████████▎| 5226/5632 [29:20<02:48,  2.40it/s]
epoch 1 loss 0.03914:  93%|█████████▎| 5227/5632 [29:20<02:35,  2.60it/s]
epoch 1 loss 0.03913:  93%|█████████▎| 5227/5632 [29:21<02:35,  2.60it/s]
epoch 1 loss 0.03913:  93%|█████████▎| 5228/5632 [29:21<02:26,  2.76it/s]
epoch 1 loss 0.03912:  93%|█████████▎| 5228/5632 [29:21<02:26,  2.76it/s]
epoch 1 loss 0.03912:  93%|█████████▎| 5229/5632 [29:21<02:19,  2.89it/s]
epoch 1 loss 0.03912:  93%|█████████▎| 5229/5632 [29:21<02:19,  2.89it/s]
epoch 1 loss 0.03912:  93%|█████████▎| 5230/5632 [29:21<02:14,  2.98it/s]
epoch 1 loss 0.03911:  93%|█████████▎| 5230/5632 [29:22<02:14,  2.98it/s]
epoch 1 loss 0.03911:  93%|█████████▎| 5231/5632 [29:22<02:11,  3.05it/s]
epoch 1 loss 0.0391:  93%|█████████▎| 5231/5632 [29:22<02:11,  3.05it/s] 
epoch 1 loss 0.0391:  93%|█████████▎| 5232/5632 [29:22<02:08,  3.10it/s]
epoch 1 loss 0.0391:  93%|█████████▎| 5232/5632 [29:22<02:08,  3.10it/s]
epoch 1 loss 0.0391:  93%|█████████▎| 5233/5632 [29:22<02:07,  3.14it/s]
epoch 1 loss 0.0391:  93%|█████████▎| 5233/5632 [29:22<02:07,  3.14it/s]
epoch 1 loss 0.0391:  93%|█████████▎| 5234/5632 [29:22<02:05,  3.16it/s]
epoch 1 loss 0.03909:  93%|█████████▎| 5234/5632 [29:23<02:05,  3.16it/s]
epoch 1 loss 0.03909:  93%|█████████▎| 5235/5632 [29:23<02:04,  3.18it/s]
epoch 1 loss 0.03908:  93%|█████████▎| 5235/5632 [29:23<02:04,  3.18it/s]
epoch 1 loss 0.03908:  93%|█████████▎| 5236/5632 [29:23<02:04,  3.19it/s]
epoch 1 loss 0.03907:  93%|█████████▎| 5236/5632 [29:23<02:04,  3.19it/s]
epoch 1 loss 0.03907:  93%|█████████▎| 5237/5632 [29:23<02:03,  3.20it/s]
epoch 1 loss 0.03907:  93%|█████████▎| 5237/5632 [29:24<02:03,  3.20it/s]
epoch 1 loss 0.03907:  93%|█████████▎| 5238/5632 [29:24<02:02,  3.21it/s]
epoch 1 loss 0.03906:  93%|█████████▎| 5238/5632 [29:24<02:02,  3.21it/s]
epoch 1 loss 0.03906:  93%|█████████▎| 5239/5632 [29:24<02:02,  3.21it/s]
epoch 1 loss 0.03905:  93%|█████████▎| 5239/5632 [29:24<02:02,  3.21it/s]
epoch 1 loss 0.03905:  93%|█████████▎| 5240/5632 [29:24<02:02,  3.21it/s]
epoch 1 loss 0.03905:  93%|█████████▎| 5240/5632 [29:25<02:02,  3.21it/s]
epoch 1 loss 0.03905:  93%|█████████▎| 5241/5632 [29:25<02:02,  3.20it/s]
epoch 1 loss 0.03904:  93%|█████████▎| 5241/5632 [29:25<02:02,  3.20it/s]
epoch 1 loss 0.03904:  93%|█████████▎| 5242/5632 [29:25<02:01,  3.21it/s]
epoch 1 loss 0.03903:  93%|█████████▎| 5242/5632 [29:25<02:01,  3.21it/s]
epoch 1 loss 0.03903:  93%|█████████▎| 5243/5632 [29:25<02:01,  3.21it/s]
epoch 1 loss 0.03903:  93%|█████████▎| 5243/5632 [29:26<02:01,  3.21it/s]
epoch 1 loss 0.03903:  93%|█████████▎| 5244/5632 [29:26<02:00,  3.22it/s]
epoch 1 loss 0.03902:  93%|█████████▎| 5244/5632 [29:26<02:00,  3.22it/s]
epoch 1 loss 0.03902:  93%|█████████▎| 5245/5632 [29:26<01:59,  3.23it/s]
epoch 1 loss 0.03901:  93%|█████████▎| 5245/5632 [29:26<01:59,  3.23it/s]
epoch 1 loss 0.03901:  93%|█████████▎| 5246/5632 [29:26<01:59,  3.23it/s]
epoch 1 loss 0.03901:  93%|█████████▎| 5246/5632 [29:27<01:59,  3.23it/s]
epoch 1 loss 0.03901:  93%|█████████▎| 5247/5632 [29:27<01:59,  3.22it/s]
epoch 1 loss 0.039:  93%|█████████▎| 5247/5632 [29:27<01:59,  3.22it/s]  
epoch 1 loss 0.039:  93%|█████████▎| 5248/5632 [29:27<01:59,  3.22it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5248/5632 [29:27<01:59,  3.22it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5249/5632 [29:27<01:58,  3.22it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5249/5632 [29:27<01:58,  3.22it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5250/5632 [29:27<01:58,  3.22it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5250/5632 [29:28<01:58,  3.22it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5251/5632 [29:28<01:58,  3.22it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5251/5632 [29:28<01:58,  3.22it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5252/5632 [29:28<01:57,  3.23it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5252/5632 [29:28<01:57,  3.23it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5253/5632 [29:28<01:57,  3.23it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5253/5632 [29:29<01:57,  3.23it/s]
epoch 1 loss 0.03899:  93%|█████████▎| 5254/5632 [29:29<01:57,  3.23it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5254/5632 [29:29<01:57,  3.23it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5255/5632 [29:29<01:56,  3.23it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5255/5632 [29:29<01:56,  3.23it/s]
epoch 1 loss 0.03898:  93%|█████████▎| 5256/5632 [29:29<01:56,  3.23it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5256/5632 [29:30<01:56,  3.23it/s]
epoch 1 loss 0.03897:  93%|█████████▎| 5257/5632 [29:30<01:55,  3.23it/s]
epoch 1 loss 0.03896:  93%|█████████▎| 5257/5632 [29:30<01:55,  3.23it/s]
epoch 1 loss 0.03896:  93%|█████████▎| 5258/5632 [29:30<01:55,  3.24it/s]
epoch 1 loss 0.03896:  93%|█████████▎| 5258/5632 [29:30<01:55,  3.24it/s]
epoch 1 loss 0.03896:  93%|█████████▎| 5259/5632 [29:30<01:55,  3.24it/s]
epoch 1 loss 0.03895:  93%|█████████▎| 5259/5632 [29:31<01:55,  3.24it/s]
epoch 1 loss 0.03895:  93%|█████████▎| 5260/5632 [29:31<01:54,  3.24it/s]
epoch 1 loss 0.03902:  93%|█████████▎| 5260/5632 [29:31<01:54,  3.24it/s]
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epoch 1 loss 0.03906:  94%|█████████▎| 5275/5632 [29:37<02:06,  2.83it/s]
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epoch 1 loss 0.03903:  94%|█████████▍| 5280/5632 [29:38<01:51,  3.15it/s]
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epoch 1 loss 0.03878:  95%|█████████▌| 5353/5632 [30:02<01:26,  3.23it/s]
epoch 1 loss 0.03877:  95%|█████████▌| 5353/5632 [30:02<01:26,  3.23it/s]
epoch 1 loss 0.03877:  95%|█████████▌| 5354/5632 [30:02<01:26,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5354/5632 [30:03<01:26,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5355/5632 [30:03<01:25,  3.23it/s]
epoch 1 loss 0.03878:  95%|█████████▌| 5355/5632 [30:03<01:25,  3.23it/s]
epoch 1 loss 0.03878:  95%|█████████▌| 5356/5632 [30:03<01:25,  3.23it/s]
epoch 1 loss 0.03877:  95%|█████████▌| 5356/5632 [30:03<01:25,  3.23it/s]
epoch 1 loss 0.03877:  95%|█████████▌| 5357/5632 [30:03<01:25,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5357/5632 [30:04<01:25,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5358/5632 [30:04<01:24,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5358/5632 [30:04<01:24,  3.23it/s]
epoch 1 loss 0.03876:  95%|█████████▌| 5359/5632 [30:04<01:24,  3.23it/s]
epoch 1 loss 0.03875:  95%|█████████▌| 5359/5632 [30:04<01:24,  3.23it/s]
epoch 1 loss 0.03875:  95%|█████████▌| 5360/5632 [30:04<01:24,  3.23it/s]
epoch 1 loss 0.03874:  95%|█████████▌| 5360/5632 [30:05<01:24,  3.23it/s]
epoch 1 loss 0.03874:  95%|█████████▌| 5361/5632 [30:05<01:23,  3.23it/s]
epoch 1 loss 0.03874:  95%|█████████▌| 5361/5632 [30:05<01:23,  3.23it/s]
epoch 1 loss 0.03874:  95%|█████████▌| 5362/5632 [30:05<01:23,  3.23it/s]
epoch 1 loss 0.03873:  95%|█████████▌| 5362/5632 [30:06<01:23,  3.23it/s]
epoch 1 loss 0.03873:  95%|█████████▌| 5363/5632 [30:06<02:58,  1.51it/s]
epoch 1 loss 0.03872:  95%|█████████▌| 5363/5632 [30:07<02:58,  1.51it/s]
epoch 1 loss 0.03872:  95%|█████████▌| 5364/5632 [30:07<02:29,  1.79it/s]
epoch 1 loss 0.03872:  95%|█████████▌| 5364/5632 [30:07<02:29,  1.79it/s]
epoch 1 loss 0.03872:  95%|█████████▌| 5365/5632 [30:07<02:09,  2.07it/s]
epoch 1 loss 0.03871:  95%|█████████▌| 5365/5632 [30:07<02:09,  2.07it/s]
epoch 1 loss 0.03871:  95%|█████████▌| 5366/5632 [30:07<01:54,  2.32it/s]
epoch 1 loss 0.0387:  95%|█████████▌| 5366/5632 [30:08<01:54,  2.32it/s] 
epoch 1 loss 0.0387:  95%|█████████▌| 5367/5632 [30:08<01:44,  2.53it/s]
epoch 1 loss 0.0387:  95%|█████████▌| 5367/5632 [30:08<01:44,  2.53it/s]
epoch 1 loss 0.0387:  95%|█████████▌| 5368/5632 [30:08<01:37,  2.71it/s]
epoch 1 loss 0.03869:  95%|█████████▌| 5368/5632 [30:08<01:37,  2.71it/s]
epoch 1 loss 0.03869:  95%|█████████▌| 5369/5632 [30:08<01:32,  2.85it/s]
epoch 1 loss 0.03868:  95%|█████████▌| 5369/5632 [30:08<01:32,  2.85it/s]
epoch 1 loss 0.03868:  95%|█████████▌| 5370/5632 [30:09<01:28,  2.95it/s]
epoch 1 loss 0.03868:  95%|█████████▌| 5370/5632 [30:09<01:28,  2.95it/s]
epoch 1 loss 0.03868:  95%|█████████▌| 5371/5632 [30:09<01:26,  3.03it/s]
epoch 1 loss 0.03867:  95%|█████████▌| 5371/5632 [30:09<01:26,  3.03it/s]
epoch 1 loss 0.03867:  95%|█████████▌| 5372/5632 [30:09<01:24,  3.08it/s]
epoch 1 loss 0.03866:  95%|█████████▌| 5372/5632 [30:09<01:24,  3.08it/s]
epoch 1 loss 0.03866:  95%|█████████▌| 5373/5632 [30:09<01:22,  3.13it/s]
epoch 1 loss 0.03865:  95%|█████████▌| 5373/5632 [30:10<01:22,  3.13it/s]
epoch 1 loss 0.03865:  95%|█████████▌| 5374/5632 [30:10<01:21,  3.16it/s]
epoch 1 loss 0.03866:  95%|█████████▌| 5374/5632 [30:10<01:21,  3.16it/s]
epoch 1 loss 0.03866:  95%|█████████▌| 5375/5632 [30:10<01:20,  3.17it/s]
epoch 1 loss 0.03865:  95%|█████████▌| 5375/5632 [30:10<01:20,  3.17it/s]
epoch 1 loss 0.03865:  95%|█████████▌| 5376/5632 [30:10<01:20,  3.19it/s]
epoch 1 loss 0.03864:  95%|█████████▌| 5376/5632 [30:11<01:20,  3.19it/s]
epoch 1 loss 0.03864:  95%|█████████▌| 5377/5632 [30:11<01:19,  3.20it/s]
epoch 1 loss 0.03864:  95%|█████████▌| 5377/5632 [30:11<01:19,  3.20it/s]
epoch 1 loss 0.03864:  95%|█████████▌| 5378/5632 [30:11<01:19,  3.21it/s]
epoch 1 loss 0.03863:  95%|█████████▌| 5378/5632 [30:11<01:19,  3.21it/s]
epoch 1 loss 0.03863:  96%|█████████▌| 5379/5632 [30:11<01:18,  3.22it/s]
epoch 1 loss 0.03862:  96%|█████████▌| 5379/5632 [30:12<01:18,  3.22it/s]
epoch 1 loss 0.03862:  96%|█████████▌| 5380/5632 [30:12<01:18,  3.23it/s]
epoch 1 loss 0.03862:  96%|█████████▌| 5380/5632 [30:12<01:18,  3.23it/s]
epoch 1 loss 0.03862:  96%|█████████▌| 5381/5632 [30:12<01:17,  3.23it/s]
epoch 1 loss 0.03861:  96%|█████████▌| 5381/5632 [30:12<01:17,  3.23it/s]
epoch 1 loss 0.03861:  96%|█████████▌| 5382/5632 [30:12<01:17,  3.23it/s]
epoch 1 loss 0.0386:  96%|█████████▌| 5382/5632 [30:13<01:17,  3.23it/s] 
epoch 1 loss 0.0386:  96%|█████████▌| 5383/5632 [30:13<01:17,  3.22it/s]
epoch 1 loss 0.0386:  96%|█████████▌| 5383/5632 [30:13<01:17,  3.22it/s]
epoch 1 loss 0.0386:  96%|█████████▌| 5384/5632 [30:13<01:16,  3.22it/s]
epoch 1 loss 0.03859:  96%|█████████▌| 5384/5632 [30:13<01:16,  3.22it/s]
epoch 1 loss 0.03859:  96%|█████████▌| 5385/5632 [30:13<01:16,  3.22it/s]
epoch 1 loss 0.03858:  96%|█████████▌| 5385/5632 [30:13<01:16,  3.22it/s]
epoch 1 loss 0.03858:  96%|█████████▌| 5386/5632 [30:13<01:16,  3.22it/s]
epoch 1 loss 0.03858:  96%|█████████▌| 5386/5632 [30:14<01:16,  3.22it/s]
epoch 1 loss 0.03858:  96%|█████████▌| 5387/5632 [30:14<01:16,  3.22it/s]
epoch 1 loss 0.03857:  96%|█████████▌| 5387/5632 [30:14<01:16,  3.22it/s]
epoch 1 loss 0.03857:  96%|█████████▌| 5388/5632 [30:14<01:15,  3.22it/s]
epoch 1 loss 0.03856:  96%|█████████▌| 5388/5632 [30:14<01:15,  3.22it/s]
epoch 1 loss 0.03856:  96%|█████████▌| 5389/5632 [30:14<01:15,  3.22it/s]
epoch 1 loss 0.03856:  96%|█████████▌| 5389/5632 [30:15<01:15,  3.22it/s]
epoch 1 loss 0.03856:  96%|█████████▌| 5390/5632 [30:15<01:15,  3.22it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5390/5632 [30:15<01:15,  3.22it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5391/5632 [30:15<01:14,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5391/5632 [30:15<01:14,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5392/5632 [30:15<01:14,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5392/5632 [30:16<01:14,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5393/5632 [30:16<01:14,  3.23it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5393/5632 [30:16<01:14,  3.23it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5394/5632 [30:16<01:13,  3.23it/s]
epoch 1 loss 0.03852:  96%|█████████▌| 5394/5632 [30:16<01:13,  3.23it/s]
epoch 1 loss 0.03852:  96%|█████████▌| 5395/5632 [30:16<01:13,  3.23it/s]
epoch 1 loss 0.03851:  96%|█████████▌| 5395/5632 [30:17<01:13,  3.23it/s]
epoch 1 loss 0.03851:  96%|█████████▌| 5396/5632 [30:17<01:13,  3.23it/s]
epoch 1 loss 0.03851:  96%|█████████▌| 5396/5632 [30:17<01:13,  3.23it/s]
epoch 1 loss 0.03851:  96%|█████████▌| 5397/5632 [30:17<01:12,  3.23it/s]
epoch 1 loss 0.0385:  96%|█████████▌| 5397/5632 [30:17<01:12,  3.23it/s] 
epoch 1 loss 0.0385:  96%|█████████▌| 5398/5632 [30:17<01:12,  3.23it/s]
epoch 1 loss 0.03849:  96%|█████████▌| 5398/5632 [30:17<01:12,  3.23it/s]
epoch 1 loss 0.03849:  96%|█████████▌| 5399/5632 [30:17<01:12,  3.23it/s]
epoch 1 loss 0.03849:  96%|█████████▌| 5399/5632 [30:18<01:12,  3.23it/s]
epoch 1 loss 0.03849:  96%|█████████▌| 5400/5632 [30:18<01:11,  3.23it/s]
epoch 1 loss 0.03848:  96%|█████████▌| 5400/5632 [30:18<01:11,  3.23it/s]
epoch 1 loss 0.03848:  96%|█████████▌| 5401/5632 [30:18<01:11,  3.23it/s]
epoch 1 loss 0.03847:  96%|█████████▌| 5401/5632 [30:18<01:11,  3.23it/s]
epoch 1 loss 0.03847:  96%|█████████▌| 5402/5632 [30:18<01:11,  3.23it/s]
epoch 1 loss 0.03847:  96%|█████████▌| 5402/5632 [30:19<01:11,  3.23it/s]
epoch 1 loss 0.03847:  96%|█████████▌| 5403/5632 [30:19<01:11,  3.23it/s]
epoch 1 loss 0.03846:  96%|█████████▌| 5403/5632 [30:19<01:11,  3.23it/s]
epoch 1 loss 0.03846:  96%|█████████▌| 5404/5632 [30:19<01:10,  3.23it/s]
epoch 1 loss 0.03845:  96%|█████████▌| 5404/5632 [30:19<01:10,  3.23it/s]
epoch 1 loss 0.03845:  96%|█████████▌| 5405/5632 [30:19<01:10,  3.23it/s]
epoch 1 loss 0.03845:  96%|█████████▌| 5405/5632 [30:20<01:10,  3.23it/s]
epoch 1 loss 0.03845:  96%|█████████▌| 5406/5632 [30:20<01:10,  3.22it/s]
epoch 1 loss 0.03844:  96%|█████████▌| 5406/5632 [30:20<01:10,  3.22it/s]
epoch 1 loss 0.03844:  96%|█████████▌| 5407/5632 [30:20<01:09,  3.23it/s]
epoch 1 loss 0.03843:  96%|█████████▌| 5407/5632 [30:20<01:09,  3.23it/s]
epoch 1 loss 0.03843:  96%|█████████▌| 5408/5632 [30:20<01:09,  3.22it/s]
epoch 1 loss 0.03843:  96%|█████████▌| 5408/5632 [30:21<01:09,  3.22it/s]
epoch 1 loss 0.03843:  96%|█████████▌| 5409/5632 [30:21<01:09,  3.23it/s]
epoch 1 loss 0.03842:  96%|█████████▌| 5409/5632 [30:22<01:09,  3.23it/s]
epoch 1 loss 0.03842:  96%|█████████▌| 5410/5632 [30:22<02:22,  1.56it/s]
epoch 1 loss 0.03841:  96%|█████████▌| 5410/5632 [30:22<02:22,  1.56it/s]
epoch 1 loss 0.03841:  96%|█████████▌| 5411/5632 [30:22<01:59,  1.85it/s]
epoch 1 loss 0.0385:  96%|█████████▌| 5411/5632 [30:23<01:59,  1.85it/s] 
epoch 1 loss 0.0385:  96%|█████████▌| 5412/5632 [30:23<01:43,  2.12it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5412/5632 [30:23<01:43,  2.12it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5413/5632 [30:23<01:32,  2.36it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5413/5632 [30:23<01:32,  2.36it/s]
epoch 1 loss 0.03855:  96%|█████████▌| 5414/5632 [30:23<01:24,  2.57it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5414/5632 [30:24<01:24,  2.57it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5415/5632 [30:24<01:19,  2.73it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5415/5632 [30:24<01:19,  2.73it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5416/5632 [30:24<01:15,  2.86it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5416/5632 [30:24<01:15,  2.86it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5417/5632 [30:24<01:12,  2.97it/s]
epoch 1 loss 0.03852:  96%|█████████▌| 5417/5632 [30:24<01:12,  2.97it/s]
epoch 1 loss 0.03852:  96%|█████████▌| 5418/5632 [30:24<01:10,  3.04it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5418/5632 [30:25<01:10,  3.04it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5419/5632 [30:25<01:08,  3.10it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5419/5632 [30:25<01:08,  3.10it/s]
epoch 1 loss 0.03854:  96%|█████████▌| 5420/5632 [30:25<01:07,  3.13it/s]
epoch 1 loss 0.03853:  96%|█████████▌| 5420/5632 [30:25<01:07,  3.13it/s]
epoch 1 loss 0.03853:  96%|█████████▋| 5421/5632 [30:25<01:06,  3.16it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5421/5632 [30:26<01:06,  3.16it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5422/5632 [30:26<01:06,  3.17it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5422/5632 [30:26<01:06,  3.17it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5423/5632 [30:26<01:05,  3.19it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5423/5632 [30:26<01:05,  3.19it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5424/5632 [30:26<01:05,  3.19it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5424/5632 [30:27<01:05,  3.19it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5425/5632 [30:27<01:04,  3.20it/s]
epoch 1 loss 0.03853:  96%|█████████▋| 5425/5632 [30:27<01:04,  3.20it/s]
epoch 1 loss 0.03853:  96%|█████████▋| 5426/5632 [30:27<01:04,  3.21it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5426/5632 [30:27<01:04,  3.21it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5427/5632 [30:27<01:03,  3.22it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5427/5632 [30:28<01:03,  3.22it/s]
epoch 1 loss 0.03855:  96%|█████████▋| 5428/5632 [30:28<01:03,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5428/5632 [30:28<01:03,  3.22it/s]
epoch 1 loss 0.03854:  96%|█████████▋| 5429/5632 [30:28<01:02,  3.22it/s]
epoch 1 loss 0.03853:  96%|█████████▋| 5429/5632 [30:28<01:02,  3.22it/s]
epoch 1 loss 0.03853:  96%|█████████▋| 5430/5632 [30:28<01:02,  3.22it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5430/5632 [30:29<01:02,  3.22it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5431/5632 [30:29<01:02,  3.22it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5431/5632 [30:29<01:02,  3.22it/s]
epoch 1 loss 0.03852:  96%|█████████▋| 5432/5632 [30:29<01:02,  3.22it/s]
epoch 1 loss 0.03851:  96%|█████████▋| 5432/5632 [30:29<01:02,  3.22it/s]
epoch 1 loss 0.03851:  96%|█████████▋| 5433/5632 [30:29<01:01,  3.22it/s]
epoch 1 loss 0.0385:  96%|█████████▋| 5433/5632 [30:29<01:01,  3.22it/s] 
epoch 1 loss 0.0385:  96%|█████████▋| 5434/5632 [30:29<01:01,  3.22it/s]
epoch 1 loss 0.0385:  96%|█████████▋| 5434/5632 [30:30<01:01,  3.22it/s]
epoch 1 loss 0.0385:  97%|█████████▋| 5435/5632 [30:30<01:01,  3.22it/s]
epoch 1 loss 0.03849:  97%|█████████▋| 5435/5632 [30:30<01:01,  3.22it/s]
epoch 1 loss 0.03849:  97%|█████████▋| 5436/5632 [30:30<01:00,  3.22it/s]
epoch 1 loss 0.03848:  97%|█████████▋| 5436/5632 [30:30<01:00,  3.22it/s]
epoch 1 loss 0.03848:  97%|█████████▋| 5437/5632 [30:30<01:00,  3.22it/s]
epoch 1 loss 0.03848:  97%|█████████▋| 5437/5632 [30:31<01:00,  3.22it/s]
epoch 1 loss 0.03848:  97%|█████████▋| 5438/5632 [30:31<01:00,  3.22it/s]
epoch 1 loss 0.03847:  97%|█████████▋| 5438/5632 [30:31<01:00,  3.22it/s]
epoch 1 loss 0.03847:  97%|█████████▋| 5439/5632 [30:31<00:59,  3.22it/s]
epoch 1 loss 0.03846:  97%|█████████▋| 5439/5632 [30:31<00:59,  3.22it/s]
epoch 1 loss 0.03846:  97%|█████████▋| 5440/5632 [30:31<00:59,  3.22it/s]
epoch 1 loss 0.03846:  97%|█████████▋| 5440/5632 [30:32<00:59,  3.22it/s]
epoch 1 loss 0.03846:  97%|█████████▋| 5441/5632 [30:32<00:59,  3.22it/s]
epoch 1 loss 0.03845:  97%|█████████▋| 5441/5632 [30:32<00:59,  3.22it/s]
epoch 1 loss 0.03845:  97%|█████████▋| 5442/5632 [30:32<00:58,  3.23it/s]
epoch 1 loss 0.03844:  97%|█████████▋| 5442/5632 [30:32<00:58,  3.23it/s]
epoch 1 loss 0.03844:  97%|█████████▋| 5443/5632 [30:32<00:58,  3.22it/s]
epoch 1 loss 0.03844:  97%|█████████▋| 5443/5632 [30:33<00:58,  3.22it/s]
epoch 1 loss 0.03844:  97%|█████████▋| 5444/5632 [30:33<00:58,  3.23it/s]
epoch 1 loss 0.03843:  97%|█████████▋| 5444/5632 [30:33<00:58,  3.23it/s]
epoch 1 loss 0.03843:  97%|█████████▋| 5445/5632 [30:33<00:57,  3.22it/s]
epoch 1 loss 0.03842:  97%|█████████▋| 5445/5632 [30:33<00:57,  3.22it/s]
epoch 1 loss 0.03842:  97%|█████████▋| 5446/5632 [30:33<00:57,  3.23it/s]
epoch 1 loss 0.03842:  97%|█████████▋| 5446/5632 [30:33<00:57,  3.23it/s]
epoch 1 loss 0.03842:  97%|█████████▋| 5447/5632 [30:33<00:57,  3.22it/s]
epoch 1 loss 0.03841:  97%|█████████▋| 5447/5632 [30:34<00:57,  3.22it/s]
epoch 1 loss 0.03841:  97%|█████████▋| 5448/5632 [30:34<00:57,  3.22it/s]
epoch 1 loss 0.0384:  97%|█████████▋| 5448/5632 [30:34<00:57,  3.22it/s] 
epoch 1 loss 0.0384:  97%|█████████▋| 5449/5632 [30:34<00:56,  3.22it/s]
epoch 1 loss 0.0384:  97%|█████████▋| 5449/5632 [30:34<00:56,  3.22it/s]
epoch 1 loss 0.0384:  97%|█████████▋| 5450/5632 [30:34<00:56,  3.22it/s]
epoch 1 loss 0.03839:  97%|█████████▋| 5450/5632 [30:35<00:56,  3.22it/s]
epoch 1 loss 0.03839:  97%|█████████▋| 5451/5632 [30:35<00:56,  3.22it/s]
epoch 1 loss 0.03838:  97%|█████████▋| 5451/5632 [30:35<00:56,  3.22it/s]
epoch 1 loss 0.03838:  97%|█████████▋| 5452/5632 [30:35<00:55,  3.22it/s]
epoch 1 loss 0.03838:  97%|█████████▋| 5452/5632 [30:35<00:55,  3.22it/s]
epoch 1 loss 0.03838:  97%|█████████▋| 5453/5632 [30:35<00:55,  3.22it/s]
epoch 1 loss 0.03837:  97%|█████████▋| 5453/5632 [30:36<00:55,  3.22it/s]
epoch 1 loss 0.03837:  97%|█████████▋| 5454/5632 [30:36<00:55,  3.22it/s]
epoch 1 loss 0.03836:  97%|█████████▋| 5454/5632 [30:36<00:55,  3.22it/s]
epoch 1 loss 0.03836:  97%|█████████▋| 5455/5632 [30:36<00:54,  3.22it/s]
epoch 1 loss 0.03835:  97%|█████████▋| 5455/5632 [30:36<00:54,  3.22it/s]
epoch 1 loss 0.03835:  97%|█████████▋| 5456/5632 [30:36<00:54,  3.22it/s]
epoch 1 loss 0.03835:  97%|█████████▋| 5456/5632 [30:38<00:54,  3.22it/s]
epoch 1 loss 0.03835:  97%|█████████▋| 5457/5632 [30:38<02:08,  1.36it/s]
epoch 1 loss 0.03834:  97%|█████████▋| 5457/5632 [30:38<02:08,  1.36it/s]
epoch 1 loss 0.03834:  97%|█████████▋| 5458/5632 [30:38<01:45,  1.64it/s]
epoch 1 loss 0.03833:  97%|█████████▋| 5458/5632 [30:39<01:45,  1.64it/s]
epoch 1 loss 0.03833:  97%|█████████▋| 5459/5632 [30:39<01:29,  1.93it/s]
epoch 1 loss 0.03833:  97%|█████████▋| 5459/5632 [30:39<01:29,  1.93it/s]
epoch 1 loss 0.03833:  97%|█████████▋| 5460/5632 [30:39<01:18,  2.19it/s]
epoch 1 loss 0.03832:  97%|█████████▋| 5460/5632 [30:39<01:18,  2.19it/s]
epoch 1 loss 0.03832:  97%|█████████▋| 5461/5632 [30:39<01:10,  2.43it/s]
epoch 1 loss 0.03831:  97%|█████████▋| 5461/5632 [30:40<01:10,  2.43it/s]
epoch 1 loss 0.03831:  97%|█████████▋| 5462/5632 [30:40<01:04,  2.62it/s]
epoch 1 loss 0.03831:  97%|█████████▋| 5462/5632 [30:40<01:04,  2.62it/s]
epoch 1 loss 0.03831:  97%|█████████▋| 5463/5632 [30:40<01:00,  2.78it/s]
epoch 1 loss 0.0383:  97%|█████████▋| 5463/5632 [30:40<01:00,  2.78it/s] 
epoch 1 loss 0.0383:  97%|█████████▋| 5464/5632 [30:40<00:57,  2.90it/s]
epoch 1 loss 0.03829:  97%|█████████▋| 5464/5632 [30:40<00:57,  2.90it/s]
epoch 1 loss 0.03829:  97%|█████████▋| 5465/5632 [30:40<00:55,  2.99it/s]
epoch 1 loss 0.03829:  97%|█████████▋| 5465/5632 [30:41<00:55,  2.99it/s]
epoch 1 loss 0.03829:  97%|█████████▋| 5466/5632 [30:41<00:54,  3.06it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5466/5632 [30:41<00:54,  3.06it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5467/5632 [30:41<00:53,  3.11it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5467/5632 [30:41<00:53,  3.11it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5468/5632 [30:41<00:52,  3.14it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5468/5632 [30:42<00:52,  3.14it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5469/5632 [30:42<00:51,  3.17it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5469/5632 [30:42<00:51,  3.17it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5470/5632 [30:42<00:50,  3.18it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5470/5632 [30:42<00:50,  3.18it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5471/5632 [30:42<00:50,  3.20it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5471/5632 [30:43<00:50,  3.20it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5472/5632 [30:43<00:49,  3.20it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5472/5632 [30:43<00:49,  3.20it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5473/5632 [30:43<00:49,  3.21it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5473/5632 [30:43<00:49,  3.21it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5474/5632 [30:43<00:49,  3.21it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5474/5632 [30:44<00:49,  3.21it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5475/5632 [30:44<00:48,  3.22it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5475/5632 [30:44<00:48,  3.22it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5476/5632 [30:44<00:48,  3.22it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5476/5632 [30:44<00:48,  3.22it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5477/5632 [30:44<00:48,  3.22it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5477/5632 [30:45<00:48,  3.22it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5478/5632 [30:45<00:47,  3.23it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5478/5632 [30:45<00:47,  3.23it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5479/5632 [30:45<00:47,  3.22it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5479/5632 [30:45<00:47,  3.22it/s]
epoch 1 loss 0.03828:  97%|█████████▋| 5480/5632 [30:45<00:47,  3.22it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5480/5632 [30:45<00:47,  3.22it/s]
epoch 1 loss 0.03827:  97%|█████████▋| 5481/5632 [30:45<00:46,  3.23it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5481/5632 [30:46<00:46,  3.23it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5482/5632 [30:46<00:46,  3.23it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5482/5632 [30:46<00:46,  3.23it/s]
epoch 1 loss 0.03826:  97%|█████████▋| 5483/5632 [30:46<00:46,  3.23it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5483/5632 [30:46<00:46,  3.23it/s]
epoch 1 loss 0.03825:  97%|█████████▋| 5484/5632 [30:46<00:45,  3.23it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5484/5632 [30:47<00:45,  3.23it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5485/5632 [30:47<00:45,  3.23it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5485/5632 [30:47<00:45,  3.23it/s]
epoch 1 loss 0.03824:  97%|█████████▋| 5486/5632 [30:47<00:45,  3.23it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5486/5632 [30:47<00:45,  3.23it/s]
epoch 1 loss 0.03823:  97%|█████████▋| 5487/5632 [30:47<00:44,  3.23it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5487/5632 [30:48<00:44,  3.23it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5488/5632 [30:48<00:44,  3.23it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5488/5632 [30:48<00:44,  3.23it/s]
epoch 1 loss 0.03822:  97%|█████████▋| 5489/5632 [30:48<00:44,  3.23it/s]
epoch 1 loss 0.03821:  97%|█████████▋| 5489/5632 [30:48<00:44,  3.23it/s]
epoch 1 loss 0.03821:  97%|█████████▋| 5490/5632 [30:48<00:43,  3.23it/s]
epoch 1 loss 0.0382:  97%|█████████▋| 5490/5632 [30:49<00:43,  3.23it/s] 
epoch 1 loss 0.0382:  97%|█████████▋| 5491/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.0382:  97%|█████████▋| 5491/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.0382:  98%|█████████▊| 5492/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5492/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5493/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5493/5632 [30:49<00:43,  3.23it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5494/5632 [30:49<00:42,  3.23it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5494/5632 [30:50<00:42,  3.23it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5495/5632 [30:50<00:42,  3.23it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5495/5632 [30:50<00:42,  3.23it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5496/5632 [30:50<00:42,  3.23it/s]
epoch 1 loss 0.03823:  98%|█████████▊| 5496/5632 [30:50<00:42,  3.23it/s]
epoch 1 loss 0.03823:  98%|█████████▊| 5497/5632 [30:50<00:41,  3.24it/s]
epoch 1 loss 0.03822:  98%|█████████▊| 5497/5632 [30:51<00:41,  3.24it/s]
epoch 1 loss 0.03822:  98%|█████████▊| 5498/5632 [30:51<00:41,  3.23it/s]
epoch 1 loss 0.03822:  98%|█████████▊| 5498/5632 [30:51<00:41,  3.23it/s]
epoch 1 loss 0.03822:  98%|█████████▊| 5499/5632 [30:51<00:41,  3.23it/s]
epoch 1 loss 0.03821:  98%|█████████▊| 5499/5632 [30:51<00:41,  3.23it/s]
epoch 1 loss 0.03821:  98%|█████████▊| 5500/5632 [30:51<00:40,  3.23it/s]
epoch 1 loss 0.0382:  98%|█████████▊| 5500/5632 [30:52<00:40,  3.23it/s] 
epoch 1 loss 0.0382:  98%|█████████▊| 5501/5632 [30:52<00:40,  3.23it/s]
epoch 1 loss 0.0382:  98%|█████████▊| 5501/5632 [30:52<00:40,  3.23it/s]
epoch 1 loss 0.0382:  98%|█████████▊| 5502/5632 [30:52<00:40,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5502/5632 [30:52<00:40,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5503/5632 [30:52<00:39,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5503/5632 [30:54<00:39,  3.23it/s]
epoch 1 loss 0.03819:  98%|█████████▊| 5504/5632 [30:54<01:22,  1.55it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5504/5632 [30:54<01:22,  1.55it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5505/5632 [30:54<01:09,  1.83it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5505/5632 [30:54<01:09,  1.83it/s]
epoch 1 loss 0.03818:  98%|█████████▊| 5506/5632 [30:54<00:59,  2.11it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5506/5632 [30:55<00:59,  2.11it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5507/5632 [30:55<00:53,  2.35it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5507/5632 [30:55<00:53,  2.35it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5508/5632 [30:55<00:48,  2.56it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5508/5632 [30:55<00:48,  2.56it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5509/5632 [30:55<00:45,  2.73it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5509/5632 [30:56<00:45,  2.73it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5510/5632 [30:56<00:42,  2.86it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5510/5632 [30:56<00:42,  2.86it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5511/5632 [30:56<00:40,  2.96it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5511/5632 [30:56<00:40,  2.96it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5512/5632 [30:56<00:39,  3.03it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5512/5632 [30:56<00:39,  3.03it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5513/5632 [30:56<00:38,  3.09it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5513/5632 [30:57<00:38,  3.09it/s]
epoch 1 loss 0.03817:  98%|█████████▊| 5514/5632 [30:57<00:37,  3.13it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5514/5632 [30:57<00:37,  3.13it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5515/5632 [30:57<00:37,  3.16it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5515/5632 [30:57<00:37,  3.16it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5516/5632 [30:57<00:36,  3.18it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5516/5632 [30:58<00:36,  3.18it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5517/5632 [30:58<00:36,  3.19it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5517/5632 [30:58<00:36,  3.19it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5518/5632 [30:58<00:35,  3.20it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5518/5632 [30:58<00:35,  3.20it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5519/5632 [30:58<00:35,  3.21it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5519/5632 [30:59<00:35,  3.21it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5520/5632 [30:59<00:34,  3.21it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5520/5632 [30:59<00:34,  3.21it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5521/5632 [30:59<00:34,  3.21it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5521/5632 [30:59<00:34,  3.21it/s]
epoch 1 loss 0.03816:  98%|█████████▊| 5522/5632 [30:59<00:34,  3.22it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5522/5632 [31:00<00:34,  3.22it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5523/5632 [31:00<00:33,  3.22it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5523/5632 [31:00<00:33,  3.22it/s]
epoch 1 loss 0.03815:  98%|█████████▊| 5524/5632 [31:00<00:33,  3.23it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5524/5632 [31:00<00:33,  3.23it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5525/5632 [31:00<00:33,  3.23it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5525/5632 [31:01<00:33,  3.23it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5526/5632 [31:01<00:32,  3.23it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5526/5632 [31:01<00:32,  3.23it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5527/5632 [31:01<00:32,  3.23it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5527/5632 [31:01<00:32,  3.23it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5528/5632 [31:01<00:32,  3.22it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5528/5632 [31:01<00:32,  3.22it/s]
epoch 1 loss 0.03812:  98%|█████████▊| 5529/5632 [31:01<00:31,  3.22it/s]
epoch 1 loss 0.03811:  98%|█████████▊| 5529/5632 [31:02<00:31,  3.22it/s]
epoch 1 loss 0.03811:  98%|█████████▊| 5530/5632 [31:02<00:31,  3.22it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5530/5632 [31:02<00:31,  3.22it/s]
epoch 1 loss 0.03814:  98%|█████████▊| 5531/5632 [31:02<00:31,  3.23it/s]
epoch 1 loss 0.03813:  98%|█████████▊| 5531/5632 [31:02<00:31,  3.23it/s]
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epoch 1 loss 0.03812:  98%|█████████▊| 5532/5632 [31:03<00:30,  3.23it/s]
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epoch 1 loss 0.03812:  98%|█████████▊| 5534/5632 [31:03<00:30,  3.23it/s]
epoch 1 loss 0.03811:  98%|█████████▊| 5534/5632 [31:03<00:30,  3.23it/s]
epoch 1 loss 0.03811:  98%|█████████▊| 5535/5632 [31:03<00:30,  3.23it/s]
epoch 1 loss 0.0381:  98%|█████████▊| 5535/5632 [31:04<00:30,  3.23it/s] 
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epoch 1 loss 0.03813:  98%|█████████▊| 5540/5632 [31:05<00:28,  3.23it/s]
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epoch 1 loss 0.03812:  98%|█████████▊| 5542/5632 [31:05<00:27,  3.23it/s]
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epoch 1 loss 0.03811:  98%|█████████▊| 5543/5632 [31:06<00:27,  3.22it/s]
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epoch 1 loss 0.03809:  98%|█████████▊| 5545/5632 [31:07<00:27,  3.22it/s]
epoch 1 loss 0.03809:  98%|█████████▊| 5546/5632 [31:07<00:26,  3.22it/s]
epoch 1 loss 0.03809:  98%|█████████▊| 5546/5632 [31:07<00:26,  3.22it/s]
epoch 1 loss 0.03809:  98%|█████████▊| 5547/5632 [31:07<00:26,  3.21it/s]
epoch 1 loss 0.03808:  98%|█████████▊| 5547/5632 [31:07<00:26,  3.21it/s]
epoch 1 loss 0.03808:  99%|█████████▊| 5548/5632 [31:07<00:26,  3.22it/s]
epoch 1 loss 0.03807:  99%|█████████▊| 5548/5632 [31:08<00:26,  3.22it/s]
epoch 1 loss 0.03807:  99%|█████████▊| 5549/5632 [31:08<00:25,  3.21it/s]
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epoch 1 loss 0.03807:  99%|█████████▊| 5550/5632 [31:08<00:25,  3.21it/s]
epoch 1 loss 0.03806:  99%|█████████▊| 5550/5632 [31:10<00:25,  3.21it/s]
epoch 1 loss 0.03806:  99%|█████████▊| 5551/5632 [31:10<01:00,  1.35it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5551/5632 [31:10<01:00,  1.35it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5552/5632 [31:10<00:49,  1.63it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5552/5632 [31:10<00:49,  1.63it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5553/5632 [31:10<00:41,  1.91it/s]
epoch 1 loss 0.03804:  99%|█████████▊| 5553/5632 [31:11<00:41,  1.91it/s]
epoch 1 loss 0.03804:  99%|█████████▊| 5554/5632 [31:11<00:35,  2.18it/s]
epoch 1 loss 0.03803:  99%|█████████▊| 5554/5632 [31:11<00:35,  2.18it/s]
epoch 1 loss 0.03803:  99%|█████████▊| 5555/5632 [31:11<00:31,  2.42it/s]
epoch 1 loss 0.03803:  99%|█████████▊| 5555/5632 [31:11<00:31,  2.42it/s]
epoch 1 loss 0.03803:  99%|█████████▊| 5556/5632 [31:11<00:29,  2.62it/s]
epoch 1 loss 0.03806:  99%|█████████▊| 5556/5632 [31:12<00:29,  2.62it/s]
epoch 1 loss 0.03806:  99%|█████████▊| 5557/5632 [31:12<00:27,  2.77it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5557/5632 [31:12<00:27,  2.77it/s]
epoch 1 loss 0.03805:  99%|█████████▊| 5558/5632 [31:12<00:25,  2.89it/s]
epoch 1 loss 0.03804:  99%|█████████▊| 5558/5632 [31:12<00:25,  2.89it/s]
epoch 1 loss 0.03804:  99%|█████████▊| 5559/5632 [31:12<00:24,  2.98it/s]
epoch 1 loss 0.03804:  99%|█████████▊| 5559/5632 [31:12<00:24,  2.98it/s]
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epoch 1 loss 0.03803:  99%|█████████▊| 5560/5632 [31:13<00:23,  3.05it/s]
epoch 1 loss 0.03803:  99%|█████████▊| 5561/5632 [31:13<00:22,  3.10it/s]
epoch 1 loss 0.03802:  99%|█████████▊| 5561/5632 [31:13<00:22,  3.10it/s]
epoch 1 loss 0.03802:  99%|█████████▉| 5562/5632 [31:13<00:22,  3.14it/s]
epoch 1 loss 0.03802:  99%|█████████▉| 5562/5632 [31:13<00:22,  3.14it/s]
epoch 1 loss 0.03802:  99%|█████████▉| 5563/5632 [31:13<00:21,  3.16it/s]
epoch 1 loss 0.03801:  99%|█████████▉| 5563/5632 [31:14<00:21,  3.16it/s]
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epoch 1 loss 0.038:  99%|█████████▉| 5564/5632 [31:14<00:21,  3.18it/s]  
epoch 1 loss 0.038:  99%|█████████▉| 5565/5632 [31:14<00:20,  3.19it/s]
epoch 1 loss 0.038:  99%|█████████▉| 5565/5632 [31:14<00:20,  3.19it/s]
epoch 1 loss 0.038:  99%|█████████▉| 5566/5632 [31:14<00:20,  3.20it/s]
epoch 1 loss 0.03799:  99%|█████████▉| 5566/5632 [31:15<00:20,  3.20it/s]
epoch 1 loss 0.03799:  99%|█████████▉| 5567/5632 [31:15<00:20,  3.21it/s]
epoch 1 loss 0.03803:  99%|█████████▉| 5567/5632 [31:15<00:20,  3.21it/s]
epoch 1 loss 0.03803:  99%|█████████▉| 5568/5632 [31:15<00:19,  3.22it/s]
epoch 1 loss 0.03803:  99%|█████████▉| 5568/5632 [31:15<00:19,  3.22it/s]
epoch 1 loss 0.03803:  99%|█████████▉| 5569/5632 [31:15<00:19,  3.22it/s]
epoch 1 loss 0.03804:  99%|█████████▉| 5569/5632 [31:16<00:19,  3.22it/s]
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epoch 1 loss 0.03804:  99%|█████████▉| 5571/5632 [31:16<00:18,  3.24it/s]
epoch 1 loss 0.03803:  99%|█████████▉| 5571/5632 [31:16<00:18,  3.24it/s]
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epoch 1 loss 0.03802:  99%|█████████▉| 5573/5632 [31:17<00:18,  3.23it/s]
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epoch 1 loss 0.03799:  99%|█████████▉| 5577/5632 [31:18<00:17,  3.23it/s]
epoch 1 loss 0.03799:  99%|█████████▉| 5578/5632 [31:18<00:16,  3.23it/s]
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epoch 1 loss 0.03794:  99%|█████████▉| 5585/5632 [31:21<00:14,  3.23it/s]
epoch 1 loss 0.03794:  99%|█████████▉| 5586/5632 [31:21<00:14,  3.22it/s]
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epoch 1 loss 0.0379:  99%|█████████▉| 5591/5632 [31:22<00:12,  3.22it/s] 
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epoch 1 loss 0.03783: 100%|█████████▉| 5606/5632 [31:28<00:08,  3.05it/s]
epoch 1 loss 0.03783: 100%|█████████▉| 5607/5632 [31:28<00:08,  3.10it/s]
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epoch 1 loss 0.03781: 100%|█████████▉| 5612/5632 [31:30<00:06,  3.20it/s]
epoch 1 loss 0.0378: 100%|█████████▉| 5612/5632 [31:30<00:06,  3.20it/s] 
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epoch 1 loss 0.03781: 100%|█████████▉| 5615/5632 [31:31<00:05,  3.22it/s]
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epoch 1 loss 0.03779: 100%|█████████▉| 5617/5632 [31:31<00:04,  3.23it/s]
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epoch 1 loss 0.03778: 100%|█████████▉| 5618/5632 [31:32<00:04,  3.23it/s]
epoch 1 loss 0.03778: 100%|█████████▉| 5619/5632 [31:32<00:04,  3.23it/s]
epoch 1 loss 0.03778: 100%|█████████▉| 5619/5632 [31:32<00:04,  3.23it/s]
epoch 1 loss 0.03778: 100%|█████████▉| 5620/5632 [31:32<00:03,  3.23it/s]
epoch 1 loss 0.03777: 100%|█████████▉| 5620/5632 [31:32<00:03,  3.23it/s]
epoch 1 loss 0.03777: 100%|█████████▉| 5621/5632 [31:32<00:03,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5621/5632 [31:33<00:03,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5622/5632 [31:33<00:03,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5622/5632 [31:33<00:03,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5623/5632 [31:33<00:02,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5623/5632 [31:33<00:02,  3.23it/s]
epoch 1 loss 0.03776: 100%|█████████▉| 5624/5632 [31:33<00:02,  3.22it/s]
epoch 1 loss 0.03775: 100%|█████████▉| 5624/5632 [31:34<00:02,  3.22it/s]
epoch 1 loss 0.03775: 100%|█████████▉| 5625/5632 [31:34<00:02,  3.22it/s]
epoch 1 loss 0.03775: 100%|█████████▉| 5625/5632 [31:34<00:02,  3.22it/s]
epoch 1 loss 0.03775: 100%|█████████▉| 5626/5632 [31:34<00:01,  3.23it/s]
epoch 1 loss 0.03774: 100%|█████████▉| 5626/5632 [31:34<00:01,  3.23it/s]
epoch 1 loss 0.03774: 100%|█████████▉| 5627/5632 [31:34<00:01,  3.23it/s]
epoch 1 loss 0.03773: 100%|█████████▉| 5627/5632 [31:35<00:01,  3.23it/s]
epoch 1 loss 0.03773: 100%|█████████▉| 5628/5632 [31:35<00:01,  3.23it/s]
epoch 1 loss 0.03774: 100%|█████████▉| 5628/5632 [31:35<00:01,  3.23it/s]
epoch 1 loss 0.03774: 100%|█████████▉| 5629/5632 [31:35<00:00,  3.23it/s]
epoch 1 loss 0.03773: 100%|█████████▉| 5629/5632 [31:35<00:00,  3.23it/s]
epoch 1 loss 0.03773: 100%|█████████▉| 5630/5632 [31:35<00:00,  3.23it/s]
epoch 1 loss 0.03772: 100%|█████████▉| 5630/5632 [31:35<00:00,  3.23it/s]
epoch 1 loss 0.03772: 100%|█████████▉| 5631/5632 [31:35<00:00,  3.23it/s]
epoch 1 loss 0.03772: 100%|█████████▉| 5631/5632 [31:36<00:00,  3.23it/s]04/23/2024 16:53:16 - INFO - __main__ -   Creating features from index file at ../dataset/valid.txt 


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04/23/2024 16:53:30 - INFO - __main__ -   ***** Running evaluation  *****
04/23/2024 16:53:30 - INFO - __main__ -     Num examples = 41541
04/23/2024 16:53:30 - INFO - __main__ -     Batch size = 32
04/23/2024 16:57:39 - INFO - __main__ -   ***** Eval results  *****
04/23/2024 16:57:39 - INFO - __main__ -     eval_f1 = 0.9365
04/23/2024 16:57:39 - INFO - __main__ -     eval_precision = 0.9437
04/23/2024 16:57:39 - INFO - __main__ -     eval_recall = 0.9294
04/23/2024 16:57:39 - INFO - __main__ -     eval_threshold = 0.97
04/23/2024 16:57:40 - INFO - __main__ -     ********************
04/23/2024 16:57:40 - INFO - __main__ -     Best f1:0.9365
04/23/2024 16:57:40 - INFO - __main__ -     ********************
04/23/2024 16:57:42 - INFO - __main__ -   Saving model checkpoint to ../model/checkpoint-best-f1/model.bin

epoch 1 loss 0.03772: 100%|██████████| 5632/5632 [36:02<00:00, 80.30s/it]
epoch 1 loss 0.03772: 100%|██████████| 5632/5632 [36:02<00:00,  2.60it/s]
04/23/2024 16:57:42 - INFO - __main__ -   Saving model checkpoint to ../model/epoch_2/subject_model.pth