diff --git "a/Code-Code/Clone-detection-BigCloneBench/code/train.log" "b/Code-Code/Clone-detection-BigCloneBench/code/train.log" new file mode 100644--- /dev/null +++ "b/Code-Code/Clone-detection-BigCloneBench/code/train.log" @@ -0,0 +1,157 @@ +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 + 0%| | 0/90102 [00:00', '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', ';', '_}', '_}', '', '', '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', '();', '_}', ''] +04/23/2024 15:44:15 - 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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: ['', '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', ');', '_}', '_}', '', '', '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', '(', ''] +04/23/2024 15:44:15 - 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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: ['', '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', ';', '_}', '', '', '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', ')', '_{', '_}', '_}', '_}', ''] +04/23/2024 15:44:15 - 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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