train_log.txt

NEW RUN 2024-03-25-21-46-40
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NEW RUN 2024-03-25-21-56-16
{'load_model': 'model/RWKV-5-World-3B-v2-20231113-ctx4096.pth', 'wandb': '', 'proj_dir': 'output', 'random_seed': -1, 'data_file': 'data', 'data_type': 'binidx', 'vocab_size': 65536, 'ctx_len': 4096, 'epoch_steps': 200, 'epoch_count': 1000, 'epoch_begin': 0, 'epoch_save': 2, 'micro_bsz': 1, 'n_layer': 32, 'n_embd': 2560, 'dim_att': 2560, 'dim_ffn': 8960, 'pre_ffn': 0, 'head_qk': 0, 'tiny_att_dim': 0, 'tiny_att_layer': -999, 'lr_init': 0.0001, 'lr_final': 9e-06, 'warmup_steps': 200, 'beta1': 0.9, 'beta2': 0.999, 'adam_eps': 1e-08, 'grad_cp': 1, 'dropout': 0, 'weight_decay': 0, 'weight_decay_final': -1, 'my_pile_version': 1, 'my_pile_stage': 0, 'my_pile_shift': -1, 'my_pile_edecay': 0, 'layerwise_lr': 1, 'ds_bucket_mb': 200, 'my_sample_len': 0, 'my_ffn_shift': 1, 'my_att_shift': 1, 'head_size_a': 64, 'head_size_divisor': 8, 'my_pos_emb': 0, 'load_partial': 0, 'magic_prime': 0, 'my_qa_mask': 0, 'my_random_steps': 0, 'my_testing': 'r2r3r4', 'my_exit': 99999999, 'my_exit_tokens': 0, 'lora': True, 'lora_load': '', 'lora_r': 8, 'lora_alpha': 16.0, 'lora_dropout': 0.01, 'lora_parts': 'att,ffn,time,ln', 'logger': False, 'enable_checkpointing': False, 'default_root_dir': None, 'gradient_clip_val': 1.0, 'gradient_clip_algorithm': None, 'num_nodes': 1, 'num_processes': None, 'devices': '1', 'gpus': None, 'auto_select_gpus': False, 'tpu_cores': None, 'ipus': None, 'enable_progress_bar': True, 'overfit_batches': 0.0, 'track_grad_norm': -1, 'check_val_every_n_epoch': 100000000000000000000, 'fast_dev_run': False, 'accumulate_grad_batches': None, 'max_epochs': -1, 'min_epochs': None, 'max_steps': -1, 'min_steps': None, 'max_time': None, 'limit_train_batches': None, 'limit_val_batches': None, 'limit_test_batches': None, 'limit_predict_batches': None, 'val_check_interval': None, 'log_every_n_steps': 100000000000000000000, 'accelerator': 'gpu', 'strategy': 'deepspeed_stage_2_offload', 'sync_batchnorm': False, 'precision': 'bf16', 'enable_model_summary': True, 'weights_save_path': None, 'num_sanity_val_steps': 0, 'resume_from_checkpoint': None, 'profiler': None, 'benchmark': None, 'deterministic': None, 'reload_dataloaders_every_n_epochs': 0, 'auto_lr_find': False, 'replace_sampler_ddp': False, 'detect_anomaly': False, 'auto_scale_batch_size': False, 'plugins': None, 'amp_backend': 'native', 'amp_level': None, 'move_metrics_to_cpu': False, 'multiple_trainloader_mode': 'max_size_cycle', 'my_timestamp': '2024-03-25-21-56-16', 'betas': (0.9, 0.999), 'real_bsz': 1, 'run_name': '65536 ctx4096 L32 D2560'}
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1 1.029479 2.7996 0.00009976 2024-03-25 22:33:51.054794 1
2 1.026455 2.7912 0.00009952 2024-03-25 22:50:07.039555 2
3 1.042285 2.8357 0.00009928 2024-03-25 23:06:23.338582 3
4 1.000200 2.7188 0.00009904 2024-03-25 23:22:39.687945 4
5 0.989697 2.6904 0.00009880 2024-03-25 23:38:55.751544 5
6 1.010107 2.7459 0.00009856 2024-03-25 23:55:11.810163 6
7 1.001323 2.7219 0.00009833 2024-03-26 00:11:27.767590 7
8 1.008633 2.7418 0.00009809 2024-03-26 00:27:43.837122 8
9 0.992588 2.6982 0.00009785 2024-03-26 00:43:59.922418 9
10 0.993457 2.7006 0.00009762 2024-03-26 01:00:16.157223 10
11 0.987686 2.6850 0.00009738 2024-03-26 01:16:32.103813 11
12 1.006797 2.7368 0.00009715 2024-03-26 01:32:48.093808 12
13 0.988906 2.6883 0.00009692 2024-03-26 01:49:04.062668 13
14 0.995752 2.7068 0.00009668 2024-03-26 02:05:20.040831 14
15 0.995576 2.7063 0.00009645 2024-03-26 02:21:36.134229 15
16 0.971484 2.6419 0.00009622 2024-03-26 02:37:52.317401 16
17 0.988633 2.6876 0.00009599 2024-03-26 02:54:08.475264 17
18 1.005688 2.7338 0.00009575 2024-03-26 03:10:24.102092 18
19 0.967490 2.6313 0.00009552 2024-03-26 03:26:39.609961 19
20 0.979153 2.6622 0.00009529 2024-03-26 03:42:55.248755 20
21 0.994570 2.7036 0.00009506 2024-03-26 03:59:11.217168 21
22 0.963672 2.6213 0.00009484 2024-03-26 04:15:27.104239 22
23 0.964829 2.6243 0.00009461 2024-03-26 04:31:42.947963 23
24 0.977266 2.6572 0.00009438 2024-03-26 04:47:58.985993 24
25 0.983369 2.6734 0.00009415 2024-03-26 05:04:15.245147 25
26 0.947256 2.5786 0.00009393 2024-03-26 05:20:31.228473 26
27 0.968457 2.6339 0.00009370 2024-03-26 05:36:46.991351 27
28 0.970820 2.6401 0.00009347 2024-03-26 05:53:03.120033 28
29 0.982461 2.6710 0.00009325 2024-03-26 06:09:19.001533 29
30 0.984795 2.6773 0.00009302 2024-03-26 06:25:34.932074 30
31 0.949980 2.5857 0.00009280 2024-03-26 06:41:51.359996 31
32 0.961431 2.6154 0.00009258 2024-03-26 06:58:07.973728 32
33 0.974922 2.6510 0.00009235 2024-03-26 07:14:23.594460 33
34 0.969766 2.6373 0.00009213 2024-03-26 07:30:39.487194 34
35 0.967900 2.6324 0.00009191 2024-03-26 07:46:55.472489 35
36 0.982695 2.6716 0.00009169 2024-03-26 08:03:11.459115 36
37 1.000254 2.7190 0.00009147 2024-03-26 08:19:27.230976 37
38 0.963213 2.6201 0.00009125 2024-03-26 08:35:43.313581 38
39 0.974229 2.6491 0.00009103 2024-03-26 08:51:58.881850 39
40 0.949648 2.5848 0.00009081 2024-03-26 09:08:14.723956 40
41 0.969746 2.6373 0.00009059 2024-03-26 09:24:30.690093 41
42 0.947324 2.5788 0.00009037 2024-03-26 09:40:46.920957 42
43 0.934551 2.5461 0.00009015 2024-03-26 09:57:02.530953 43
44 0.988232 2.6865 0.00008994 2024-03-26 10:13:18.499639 44
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46 0.944517 2.5716 0.00008950 2024-03-26 10:45:50.145837 46
47 0.957324 2.6047 0.00008929 2024-03-26 11:02:06.109035 47
48 0.950410 2.5868 0.00008907 2024-03-26 11:18:22.051009 48
49 0.943628 2.5693 0.00008886 2024-03-26 11:34:38.011017 49
50 0.968633 2.6343 0.00008865 2024-03-26 11:50:53.753863 50
51 0.958936 2.6089 0.00008843 2024-03-26 12:07:09.455374 51
52 0.971201 2.6411 0.00008822 2024-03-26 12:23:25.793490 52
53 0.926670 2.5261 0.00008801 2024-03-26 12:39:41.391830 53
54 0.959688 2.6109 0.00008780 2024-03-26 12:55:57.519135 54
55 0.975742 2.6531 0.00008758 2024-03-26 13:12:13.443937 55
56 0.977656 2.6582 0.00008737 2024-03-26 13:28:29.546288 56
57 0.941963 2.5650 0.00008716 2024-03-26 13:44:45.840311 57
58 0.948042 2.5807 0.00008695 2024-03-26 14:01:02.002765 58
59 0.953848 2.5957 0.00008674 2024-03-26 14:17:17.984185 59
60 0.979727 2.6637 0.00008653 2024-03-26 14:33:34.154973 60
61 0.952324 2.5917 0.00008633 2024-03-26 14:49:50.266727 61
62 0.948604 2.5821 0.00008612 2024-03-26 15:06:06.362337 62
63 0.925986 2.5244 0.00008591 2024-03-26 15:22:22.463221 63
64 0.961074 2.6145 0.00008570 2024-03-26 15:38:38.269861 64
65 0.940937 2.5624 0.00008550 2024-03-26 15:54:54.553435 65
66 0.946328 2.5762 0.00008529 2024-03-26 16:11:10.428458 66
67 0.908213 2.4799 0.00008509 2024-03-26 16:27:26.324190 67
68 0.937852 2.5545 0.00008488 2024-03-26 16:43:42.010938 68
69 0.952598 2.5924 0.00008468 2024-03-26 16:59:57.715961 69
70 0.934590 2.5462 0.00008447 2024-03-26 17:16:13.363565 70
71 0.938975 2.5574 0.00008427 2024-03-26 17:32:29.358501 71
72 0.948008 2.5806 0.00008407 2024-03-26 17:48:45.252790 72
73 0.942314 2.5659 0.00008387 2024-03-26 18:05:01.295761 73
74 0.946367 2.5763 0.00008366 2024-03-26 18:21:17.271439 74
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76 0.976475 2.6551 0.00008326 2024-03-26 18:53:49.072144 76
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78 0.922524 2.5156 0.00008286 2024-03-26 19:26:21.104830 78
79 0.949473 2.5843 0.00008266 2024-03-26 19:42:37.053954 79
80 0.914453 2.4954 0.00008246 2024-03-26 19:58:52.968221 80
81 0.920215 2.5098 0.00008226 2024-03-26 20:15:08.631164 81
82 0.913350 2.4927 0.00008207 2024-03-26 20:31:24.743943 82
83 0.923760 2.5187 0.00008187 2024-03-26 20:47:40.594192 83
84 0.922705 2.5161 0.00008167 2024-03-26 21:03:56.625647 84
85 0.932451 2.5407 0.00008147 2024-03-26 21:20:12.660821 85
86 0.918467 2.5054 0.00008128 2024-03-26 21:36:28.424311 86
87 0.946064 2.5756 0.00008108 2024-03-26 21:52:44.845245 87
88 0.934395 2.5457 0.00008089 2024-03-26 22:09:00.892461 88
89 0.903555 2.4684 0.00008069 2024-03-26 22:25:16.758868 89
90 0.916553 2.5007 0.00008050 2024-03-26 22:41:32.993353 90
91 0.940859 2.5622 0.00008030 2024-03-26 22:57:48.796340 91
92 0.945068 2.5730 0.00008011 2024-03-26 23:14:04.544750 92
93 0.915205 2.4973 0.00007992 2024-03-26 23:30:20.204598 93
94 0.936992 2.5523 0.00007973 2024-03-26 23:46:35.930852 94
95 0.907344 2.4777 0.00007953 2024-03-27 00:02:51.487600 95
96 0.935986 2.5497 0.00007934 2024-03-27 00:19:07.537818 96
97 0.915479 2.4980 0.00007915 2024-03-27 00:35:23.179940 97
98 0.992168 2.6971 0.00007896 2024-03-27 00:51:38.889293 98
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100 0.909929 2.4841 0.00007858 2024-03-27 01:24:11.103428 100
101 0.907129 2.4772 0.00007839 2024-03-27 01:40:27.014601 101
102 0.904414 2.4705 0.00007820 2024-03-27 01:56:42.950033 102
103 0.916220 2.4998 0.00007802 2024-03-27 02:12:58.808735 103
104 0.953574 2.5950 0.00007783 2024-03-27 02:29:14.838547 104
105 0.947422 2.5791 0.00007764 2024-03-27 02:45:30.611651 105
106 0.914697 2.4960 0.00007745 2024-03-27 03:01:46.260809 106
107 0.925283 2.5226 0.00007727 2024-03-27 03:18:02.411418 107
108 0.936465 2.5509 0.00007708 2024-03-27 03:34:18.592322 108
109 0.906074 2.4746 0.00007690 2024-03-27 03:50:34.657554 109
110 0.901201 2.4626 0.00007671 2024-03-27 04:06:50.629459 110
111 0.909814 2.4839 0.00007653 2024-03-27 04:23:06.589080 111
112 0.903984 2.4694 0.00007634 2024-03-27 04:39:22.365139 112
113 0.921270 2.5125 0.00007616 2024-03-27 04:55:37.953333 113
114 0.953383 2.5945 0.00007597 2024-03-27 05:11:53.825946 114
115 0.931514 2.5383 0.00007579 2024-03-27 05:28:09.533142 115
116 0.893477 2.4436 0.00007561 2024-03-27 05:44:25.539783 116
117 0.905889 2.4741 0.00007543 2024-03-27 06:00:41.490848 117
118 0.930039 2.5346 0.00007524 2024-03-27 06:16:57.329097 118
119 0.925811 2.5239 0.00007506 2024-03-27 06:33:13.474036 119
120 0.922314 2.5151 0.00007488 2024-03-27 06:49:30.228173 120
121 0.919336 2.5076 0.00007470 2024-03-27 07:05:46.076554 121
122 0.902383 2.4655 0.00007452 2024-03-27 07:22:02.168118 122
123 0.907100 2.4771 0.00007434 2024-03-27 07:38:18.134329 123
124 0.909297 2.4826 0.00007416 2024-03-27 07:54:34.049786 124
125 0.898066 2.4549 0.00007399 2024-03-27 08:10:49.940759 125
126 0.897929 2.4545 0.00007381 2024-03-27 08:27:05.950772 126
127 0.889570 2.4341 0.00007363 2024-03-27 08:43:21.665819 127
128 0.911387 2.4878 0.00007345 2024-03-27 08:59:37.901183 128
129 0.908379 2.4803 0.00007328 2024-03-27 09:15:53.911001 129
130 0.917090 2.5020 0.00007310 2024-03-27 09:32:09.724216 130
131 0.916738 2.5011 0.00007292 2024-03-27 09:48:25.344457 131
132 0.939873 2.5597 0.00007275 2024-03-27 10:04:41.205199 132
133 0.930444 2.5356 0.00007257 2024-03-27 10:20:57.076233 133
134 0.902432 2.4656 0.00007240 2024-03-27 10:37:12.946580 134
135 0.936973 2.5522 0.00007222 2024-03-27 10:53:29.010833 135
136 0.898516 2.4560 0.00007205 2024-03-27 11:09:44.814350 136
137 0.896221 2.4503 0.00007188 2024-03-27 11:26:00.673173 137
138 0.891787 2.4395 0.00007170 2024-03-27 11:42:16.655189 138
139 0.906934 2.4767 0.00007153 2024-03-27 11:58:32.700814 139
140 0.888770 2.4321 0.00007136 2024-03-27 12:14:48.589849 140
141 0.890518 2.4364 0.00007119 2024-03-27 12:31:04.540563 141
142 0.894873 2.4470 0.00007102 2024-03-27 12:47:20.326345 142
143 0.899600 2.4586 0.00007084 2024-03-27 13:03:36.207008 143
144 0.895010 2.4474 0.00007067 2024-03-27 13:19:52.160289 144
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146 0.888828 2.4323 0.00007033 2024-03-27 13:52:24.044219 146
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154 0.885273 2.4236 0.00006899 2024-03-27 16:02:30.563145 154
155 0.940937 2.5624 0.00006882 2024-03-27 16:18:46.572392 155
156 0.915566 2.4982 0.00006866 2024-03-27 16:35:02.224317 156
157 0.887314 2.4286 0.00006849 2024-03-27 16:51:17.875158 157
158 0.900932 2.4619 0.00006833 2024-03-27 17:07:33.559352 158
159 0.903330 2.4678 0.00006816 2024-03-27 17:23:49.346414 159
160 0.886279 2.4261 0.00006800 2024-03-27 17:40:05.101820 160
161 0.855449 2.3524 0.00006784 2024-03-27 17:56:20.928412 161
162 0.918799 2.5063 0.00006767 2024-03-27 18:12:36.880611 162
163 0.872334 2.3925 0.00006751 2024-03-27 18:28:52.458282 163
164 0.894609 2.4464 0.00006735 2024-03-27 18:45:08.164686 164
165 0.885791 2.4249 0.00006719 2024-03-27 19:01:23.839610 165
166 0.889658 2.4343 0.00006702 2024-03-27 19:17:39.591354 166
167 0.904873 2.4716 0.00006686 2024-03-27 19:33:55.393766 167
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