Training in progress, epoch 0
Browse files- config.json +39 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +51 -0
- tb/events.out.tfevents.1725576279.2a66098fac87.2185.0 +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- train.log +414 -0
- training_args.bin +3 -0
- vocab.json +0 -0
config.json
ADDED
@@ -0,0 +1,39 @@
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{
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"_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
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"architectures": [
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"RobertaForTokenClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"finetuning_task": "ner",
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "O",
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"1": "B-ENFERMEDAD",
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"2": "I-ENFERMEDAD"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"B-ENFERMEDAD": 1,
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"I-ENFERMEDAD": 2,
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"O": 0
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.44.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50262
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}
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merges.txt
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:ff43b8ca07968caac345cd2eb271fb5db29bc7d603b60fbe8ad0c4d3f4d03a81
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size 496244100
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special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
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{
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"cls_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"sep_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
|
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"rstrip": false,
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"single_word": false
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}
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}
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tb/events.out.tfevents.1725576279.2a66098fac87.2185.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:7f5ecf454de1c01f75aa2f1538f99b123e40b4f216532d305ea8c59f96967cb9
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size 5868
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
@@ -0,0 +1,58 @@
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{
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"add_prefix_space": true,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<pad>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"50261": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
|
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"max_len": 512,
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
|
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}
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train.log
ADDED
@@ -0,0 +1,414 @@
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1%|β | 63/4990 [00:16<18:57, 4.33it/s]
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64 |
1%|β | 64/4990 [00:17<17:59, 4.56it/s]
|
65 |
1%|β | 65/4990 [00:17<19:15, 4.26it/s]
|
66 |
1%|β | 66/4990 [00:17<20:47, 3.95it/s]
|
67 |
1%|β | 67/4990 [00:17<19:35, 4.19it/s]
|
68 |
1%|β | 68/4990 [00:18<24:46, 3.31it/s]
|
69 |
1%|β | 69/4990 [00:18<22:55, 3.58it/s]
|
70 |
1%|β | 70/4990 [00:18<20:57, 3.91it/s]
|
71 |
1%|β | 71/4990 [00:18<22:39, 3.62it/s]
|
72 |
1%|β | 72/4990 [00:19<20:35, 3.98it/s]
|
73 |
1%|β | 73/4990 [00:19<20:37, 3.97it/s]
|
74 |
1%|β | 74/4990 [00:19<27:39, 2.96it/s]
|
75 |
2%|β | 75/4990 [00:20<24:16, 3.37it/s]
|
76 |
2%|β | 76/4990 [00:20<22:19, 3.67it/s]
|
77 |
2%|β | 77/4990 [00:20<20:46, 3.94it/s]
|
78 |
2%|β | 78/4990 [00:20<20:46, 3.94it/s]
|
79 |
2%|β | 79/4990 [00:21<18:28, 4.43it/s]
|
80 |
2%|β | 80/4990 [00:21<17:35, 4.65it/s]
|
81 |
2%|β | 81/4990 [00:21<17:10, 4.77it/s]
|
82 |
2%|β | 82/4990 [00:21<16:25, 4.98it/s]
|
83 |
2%|β | 83/4990 [00:21<16:03, 5.09it/s]
|
84 |
2%|β | 84/4990 [00:21<15:10, 5.39it/s]
|
85 |
2%|β | 85/4990 [00:22<16:10, 5.06it/s]
|
86 |
2%|β | 86/4990 [00:22<16:35, 4.93it/s]
|
87 |
2%|β | 87/4990 [00:22<16:18, 5.01it/s]
|
88 |
2%|β | 88/4990 [00:22<17:51, 4.57it/s]
|
89 |
2%|β | 89/4990 [00:22<16:46, 4.87it/s]
|
90 |
2%|β | 90/4990 [00:23<20:39, 3.95it/s]
|
91 |
2%|β | 91/4990 [00:23<19:12, 4.25it/s]
|
92 |
2%|β | 92/4990 [00:23<17:14, 4.73it/s]
|
93 |
2%|β | 93/4990 [00:23<16:22, 4.99it/s]
|
94 |
2%|β | 94/4990 [00:24<16:04, 5.07it/s]
|
95 |
2%|β | 95/4990 [00:24<14:52, 5.49it/s]
|
96 |
2%|β | 96/4990 [00:24<16:39, 4.90it/s]
|
97 |
2%|β | 97/4990 [00:24<16:26, 4.96it/s]
|
98 |
2%|β | 98/4990 [00:24<16:43, 4.87it/s]
|
99 |
2%|β | 99/4990 [00:25<18:01, 4.52it/s]
|
100 |
2%|β | 100/4990 [00:25<18:41, 4.36it/s]
|
101 |
2%|β | 101/4990 [00:25<17:23, 4.69it/s]
|
102 |
2%|β | 102/4990 [00:25<18:07, 4.50it/s]
|
103 |
2%|β | 103/4990 [00:26<17:30, 4.65it/s]
|
104 |
2%|β | 104/4990 [00:26<16:38, 4.89it/s]
|
105 |
2%|β | 105/4990 [00:26<18:38, 4.37it/s]
|
106 |
2%|β | 106/4990 [00:26<19:25, 4.19it/s]
|
107 |
2%|β | 107/4990 [00:26<18:51, 4.31it/s]
|
108 |
2%|β | 108/4990 [00:27<19:44, 4.12it/s]
|
109 |
2%|β | 109/4990 [00:27<19:06, 4.26it/s]
|
110 |
2%|β | 110/4990 [00:27<21:28, 3.79it/s]
|
111 |
2%|β | 111/4990 [00:28<24:21, 3.34it/s]
|
112 |
2%|β | 112/4990 [00:28<24:27, 3.32it/s]
|
113 |
2%|β | 113/4990 [00:28<23:45, 3.42it/s]
|
114 |
2%|β | 114/4990 [00:28<21:22, 3.80it/s]
|
115 |
2%|β | 115/4990 [00:29<19:27, 4.18it/s]
|
116 |
2%|β | 116/4990 [00:29<19:48, 4.10it/s]
|
117 |
2%|β | 117/4990 [00:29<19:08, 4.24it/s]
|
118 |
2%|β | 118/4990 [00:29<18:39, 4.35it/s]
|
119 |
2%|β | 119/4990 [00:30<18:23, 4.42it/s]
|
120 |
2%|β | 120/4990 [00:30<18:14, 4.45it/s]
|
121 |
2%|β | 121/4990 [00:30<18:55, 4.29it/s]
|
122 |
2%|β | 122/4990 [00:30<17:40, 4.59it/s]
|
123 |
2%|β | 123/4990 [00:30<17:21, 4.67it/s]
|
124 |
2%|β | 124/4990 [00:31<17:01, 4.76it/s]
|
125 |
3%|β | 125/4990 [00:31<16:52, 4.80it/s]
|
126 |
3%|β | 126/4990 [00:31<17:10, 4.72it/s]
|
127 |
3%|β | 127/4990 [00:31<16:50, 4.81it/s]
|
128 |
3%|β | 128/4990 [00:31<16:45, 4.83it/s]
|
129 |
3%|β | 129/4990 [00:32<21:17, 3.81it/s]
|
130 |
3%|β | 130/4990 [00:32<20:35, 3.94it/s]
|
131 |
3%|β | 131/4990 [00:32<18:22, 4.41it/s]
|
132 |
3%|β | 132/4990 [00:33<20:55, 3.87it/s]
|
133 |
3%|β | 133/4990 [00:33<20:29, 3.95it/s]
|
134 |
3%|β | 134/4990 [00:33<21:05, 3.84it/s]
|
135 |
3%|β | 135/4990 [00:33<18:52, 4.29it/s]
|
136 |
3%|β | 136/4990 [00:33<18:11, 4.45it/s]
|
137 |
3%|β | 137/4990 [00:34<20:37, 3.92it/s]
|
138 |
3%|β | 138/4990 [00:34<19:47, 4.09it/s]
|
139 |
3%|β | 139/4990 [00:34<20:04, 4.03it/s]
|
140 |
3%|β | 140/4990 [00:34<18:36, 4.35it/s]
|
141 |
3%|β | 141/4990 [00:35<17:43, 4.56it/s]
|
142 |
3%|β | 142/4990 [00:35<19:12, 4.21it/s]
|
143 |
3%|β | 143/4990 [00:35<19:47, 4.08it/s]
|
144 |
3%|β | 144/4990 [00:35<19:21, 4.17it/s]
|
145 |
3%|β | 145/4990 [00:36<19:02, 4.24it/s]
|
146 |
3%|β | 146/4990 [00:36<18:06, 4.46it/s]
|
147 |
3%|β | 147/4990 [00:36<17:49, 4.53it/s]
|
148 |
3%|β | 148/4990 [00:36<20:00, 4.03it/s]
|
149 |
3%|β | 149/4990 [00:37<18:22, 4.39it/s]
|
150 |
3%|β | 150/4990 [00:37<17:22, 4.64it/s]
|
151 |
3%|β | 151/4990 [00:37<18:27, 4.37it/s]
|
152 |
3%|β | 152/4990 [00:37<17:12, 4.69it/s]
|
153 |
3%|β | 153/4990 [00:37<16:54, 4.77it/s]
|
154 |
3%|β | 154/4990 [00:38<18:03, 4.46it/s]
|
155 |
3%|β | 155/4990 [00:38<19:43, 4.09it/s]
|
156 |
3%|β | 156/4990 [00:38<22:01, 3.66it/s]
|
157 |
3%|β | 157/4990 [00:38<20:19, 3.96it/s]
|
158 |
3%|β | 158/4990 [00:39<19:10, 4.20it/s]
|
159 |
3%|β | 159/4990 [00:39<18:20, 4.39it/s]
|
160 |
3%|β | 160/4990 [00:39<18:39, 4.32it/s]
|
161 |
3%|β | 161/4990 [00:39<19:23, 4.15it/s]
|
162 |
3%|β | 162/4990 [00:40<17:41, 4.55it/s]
|
163 |
3%|β | 163/4990 [00:40<18:25, 4.37it/s]
|
164 |
3%|β | 164/4990 [00:40<21:51, 3.68it/s]
|
165 |
3%|β | 165/4990 [00:40<19:57, 4.03it/s]
|
166 |
3%|β | 166/4990 [00:41<19:01, 4.23it/s]
|
167 |
3%|β | 167/4990 [00:41<17:33, 4.58it/s]
|
168 |
3%|β | 168/4990 [00:41<17:10, 4.68it/s]
|
169 |
3%|β | 169/4990 [00:41<17:50, 4.50it/s]
|
170 |
3%|β | 170/4990 [00:41<18:17, 4.39it/s]
|
171 |
3%|β | 171/4990 [00:42<24:41, 3.25it/s]
|
172 |
3%|β | 172/4990 [00:42<23:38, 3.40it/s]
|
173 |
3%|β | 173/4990 [00:42<20:14, 3.97it/s]
|
174 |
3%|β | 174/4990 [00:43<18:57, 4.23it/s]
|
175 |
4%|β | 175/4990 [00:43<20:35, 3.90it/s]
|
176 |
4%|β | 176/4990 [00:43<19:26, 4.13it/s]
|
177 |
4%|β | 177/4990 [00:43<18:45, 4.28it/s]
|
178 |
4%|β | 178/4990 [00:44<20:19, 3.95it/s]
|
179 |
4%|β | 179/4990 [00:44<21:27, 3.74it/s]
|
180 |
4%|β | 180/4990 [00:44<19:52, 4.03it/s]
|
181 |
4%|β | 181/4990 [00:44<22:13, 3.61it/s]
|
182 |
4%|β | 182/4990 [00:45<19:45, 4.06it/s]
|
183 |
4%|β | 183/4990 [00:45<20:41, 3.87it/s]
|
184 |
4%|β | 184/4990 [00:45<19:34, 4.09it/s]
|
185 |
4%|β | 185/4990 [00:45<19:21, 4.14it/s]
|
186 |
4%|β | 186/4990 [00:45<17:20, 4.62it/s]
|
187 |
4%|β | 187/4990 [00:46<17:39, 4.53it/s]
|
188 |
4%|β | 188/4990 [00:46<17:10, 4.66it/s]
|
189 |
4%|β | 189/4990 [00:46<18:32, 4.32it/s]
|
190 |
4%|β | 190/4990 [00:46<19:55, 4.01it/s]
|
191 |
4%|β | 191/4990 [00:47<23:30, 3.40it/s]
|
192 |
4%|β | 192/4990 [00:47<23:09, 3.45it/s]
|
193 |
4%|β | 193/4990 [00:47<21:29, 3.72it/s]
|
194 |
4%|β | 194/4990 [00:48<22:02, 3.63it/s]
|
195 |
4%|β | 195/4990 [00:48<23:06, 3.46it/s]
|
196 |
4%|β | 196/4990 [00:48<21:32, 3.71it/s]
|
197 |
4%|β | 197/4990 [00:48<21:32, 3.71it/s]
|
198 |
4%|β | 198/4990 [00:49<20:39, 3.87it/s]
|
199 |
4%|β | 199/4990 [00:49<20:48, 3.84it/s]
|
200 |
4%|β | 200/4990 [00:49<19:16, 4.14it/s]
|
201 |
4%|β | 201/4990 [00:49<19:27, 4.10it/s]
|
202 |
4%|β | 202/4990 [00:50<19:00, 4.20it/s]
|
203 |
4%|β | 203/4990 [00:50<18:21, 4.35it/s]
|
204 |
4%|β | 204/4990 [00:50<18:16, 4.36it/s]
|
205 |
4%|β | 205/4990 [00:50<17:52, 4.46it/s]
|
206 |
4%|β | 206/4990 [00:50<17:21, 4.59it/s]
|
207 |
4%|β | 207/4990 [00:51<16:07, 4.94it/s]
|
208 |
4%|β | 208/4990 [00:51<16:10, 4.93it/s]
|
209 |
4%|β | 209/4990 [00:51<16:33, 4.81it/s]
|
210 |
4%|β | 210/4990 [00:51<15:59, 4.98it/s]
|
211 |
4%|β | 211/4990 [00:52<25:45, 3.09it/s]
|
212 |
4%|β | 212/4990 [00:52<23:35, 3.38it/s]
|
213 |
4%|β | 213/4990 [00:52<21:35, 3.69it/s]
|
214 |
4%|β | 214/4990 [00:53<23:16, 3.42it/s]
|
215 |
4%|β | 215/4990 [00:53<20:58, 3.79it/s]
|
216 |
4%|β | 216/4990 [00:53<18:47, 4.24it/s]
|
217 |
4%|β | 217/4990 [00:53<17:22, 4.58it/s]
|
218 |
4%|β | 218/4990 [00:53<18:10, 4.37it/s]
|
219 |
4%|β | 219/4990 [00:54<17:11, 4.63it/s]
|
220 |
4%|β | 220/4990 [00:54<17:52, 4.45it/s]
|
221 |
4%|β | 221/4990 [00:54<17:02, 4.66it/s]
|
222 |
4%|β | 222/4990 [00:54<16:22, 4.85it/s]
|
223 |
4%|β | 223/4990 [00:54<17:37, 4.51it/s]
|
224 |
4%|β | 224/4990 [00:55<17:47, 4.46it/s]
|
225 |
5%|β | 225/4990 [00:55<16:55, 4.69it/s]
|
226 |
5%|β | 226/4990 [00:55<17:00, 4.67it/s]
|
227 |
5%|β | 227/4990 [00:55<18:54, 4.20it/s]
|
228 |
5%|β | 228/4990 [00:56<18:35, 4.27it/s]
|
229 |
5%|β | 229/4990 [00:56<17:09, 4.63it/s]
|
230 |
5%|β | 230/4990 [00:56<15:59, 4.96it/s]
|
231 |
5%|β | 231/4990 [00:56<16:38, 4.77it/s]
|
232 |
5%|β | 232/4990 [00:56<18:05, 4.38it/s]
|
233 |
5%|β | 233/4990 [00:57<19:07, 4.15it/s]
|
234 |
5%|β | 234/4990 [00:57<18:25, 4.30it/s]
|
235 |
5%|β | 235/4990 [00:57<17:20, 4.57it/s]
|
236 |
5%|β | 236/4990 [00:57<16:46, 4.72it/s]
|
237 |
5%|β | 237/4990 [00:58<19:32, 4.06it/s]
|
238 |
5%|β | 238/4990 [00:58<17:53, 4.43it/s]
|
239 |
5%|β | 239/4990 [00:58<19:00, 4.17it/s]
|
240 |
5%|β | 240/4990 [00:58<19:40, 4.02it/s]
|
241 |
5%|β | 241/4990 [00:59<20:14, 3.91it/s]
|
242 |
5%|β | 242/4990 [00:59<20:07, 3.93it/s]
|
243 |
5%|β | 243/4990 [00:59<19:07, 4.14it/s]
|
244 |
5%|β | 244/4990 [00:59<18:07, 4.37it/s]
|
245 |
5%|β | 245/4990 [01:00<17:58, 4.40it/s]
|
246 |
5%|β | 246/4990 [01:00<17:06, 4.62it/s]
|
247 |
5%|β | 247/4990 [01:00<20:01, 3.95it/s]
|
248 |
5%|β | 248/4990 [01:00<19:19, 4.09it/s]
|
249 |
5%|β | 249/4990 [01:00<17:50, 4.43it/s]
|
250 |
5%|β | 250/4990 [01:01<16:28, 4.80it/s]
|
251 |
5%|β | 251/4990 [01:01<18:48, 4.20it/s]
|
252 |
5%|β | 252/4990 [01:01<18:18, 4.31it/s]
|
253 |
5%|β | 253/4990 [01:01<17:14, 4.58it/s]
|
254 |
5%|β | 254/4990 [01:02<17:34, 4.49it/s]
|
255 |
5%|β | 255/4990 [01:02<17:32, 4.50it/s]
|
256 |
5%|β | 256/4990 [01:02<17:43, 4.45it/s]
|
257 |
5%|β | 257/4990 [01:02<18:13, 4.33it/s]
|
258 |
5%|β | 258/4990 [01:03<18:56, 4.16it/s]
|
259 |
5%|β | 259/4990 [01:03<19:21, 4.07it/s]
|
260 |
5%|β | 260/4990 [01:03<18:16, 4.32it/s]
|
261 |
5%|β | 261/4990 [01:03<18:59, 4.15it/s]
|
262 |
5%|β | 262/4990 [01:04<18:57, 4.16it/s]
|
263 |
5%|β | 263/4990 [01:04<16:55, 4.66it/s]
|
264 |
5%|β | 264/4990 [01:04<18:45, 4.20it/s]
|
265 |
5%|β | 265/4990 [01:04<17:56, 4.39it/s]
|
266 |
5%|β | 266/4990 [01:04<19:42, 3.99it/s]
|
267 |
5%|β | 267/4990 [01:05<18:13, 4.32it/s]
|
268 |
5%|β | 268/4990 [01:05<18:17, 4.30it/s]
|
269 |
5%|β | 269/4990 [01:05<17:08, 4.59it/s]
|
270 |
5%|β | 270/4990 [01:05<19:52, 3.96it/s]
|
271 |
5%|β | 271/4990 [01:06<18:46, 4.19it/s]
|
272 |
5%|β | 272/4990 [01:06<17:29, 4.50it/s]
|
273 |
5%|β | 273/4990 [01:06<15:47, 4.98it/s]
|
274 |
5%|β | 274/4990 [01:06<16:52, 4.66it/s]
|
275 |
6%|β | 275/4990 [01:06<16:38, 4.72it/s]
|
276 |
6%|β | 276/4990 [01:07<16:59, 4.63it/s]
|
277 |
6%|β | 277/4990 [01:07<16:58, 4.63it/s]
|
278 |
6%|β | 278/4990 [01:07<19:29, 4.03it/s]
|
279 |
6%|β | 279/4990 [01:07<18:14, 4.31it/s]
|
280 |
6%|β | 280/4990 [01:08<17:08, 4.58it/s]
|
281 |
6%|β | 281/4990 [01:08<18:38, 4.21it/s]
|
282 |
6%|β | 282/4990 [01:08<18:20, 4.28it/s]
|
283 |
6%|β | 283/4990 [01:08<18:05, 4.34it/s]
|
284 |
6%|β | 284/4990 [01:09<26:46, 2.93it/s]
|
285 |
6%|β | 285/4990 [01:09<23:57, 3.27it/s]
|
286 |
6%|β | 286/4990 [01:09<24:08, 3.25it/s]
|
287 |
6%|β | 287/4990 [01:10<21:24, 3.66it/s]
|
288 |
6%|β | 288/4990 [01:10<21:50, 3.59it/s]
|
289 |
6%|β | 289/4990 [01:10<24:11, 3.24it/s]
|
290 |
6%|β | 290/4990 [01:10<21:35, 3.63it/s]
|
291 |
6%|β | 291/4990 [01:11<19:00, 4.12it/s]
|
292 |
6%|β | 292/4990 [01:11<16:52, 4.64it/s]
|
293 |
6%|β | 293/4990 [01:11<20:28, 3.82it/s]
|
294 |
6%|β | 294/4990 [01:11<19:33, 4.00it/s]
|
295 |
6%|β | 295/4990 [01:12<18:02, 4.34it/s]
|
296 |
6%|β | 296/4990 [01:12<21:30, 3.64it/s]
|
297 |
6%|β | 297/4990 [01:12<19:57, 3.92it/s]
|
298 |
6%|β | 298/4990 [01:12<18:42, 4.18it/s]
|
299 |
6%|β | 299/4990 [01:13<17:38, 4.43it/s]
|
300 |
6%|β | 300/4990 [01:13<19:28, 4.01it/s]
|
301 |
6%|β | 301/4990 [01:13<17:54, 4.36it/s]
|
302 |
6%|β | 302/4990 [01:13<20:13, 3.86it/s]
|
303 |
6%|β | 303/4990 [01:14<19:54, 3.92it/s]
|
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6%|β | 304/4990 [01:14<17:57, 4.35it/s]
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6%|β | 305/4990 [01:14<16:21, 4.77it/s]
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6%|β | 310/4990 [01:15<20:37, 3.78it/s]
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6%|β | 311/4990 [01:16<19:05, 4.08it/s]
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6%|β | 318/4990 [01:17<18:45, 4.15it/s]
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6%|β | 319/4990 [01:18<20:36, 3.78it/s]
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6%|β | 320/4990 [01:18<19:26, 4.00it/s]
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6%|β | 321/4990 [01:18<25:04, 3.10it/s]
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6%|β | 324/4990 [01:19<19:27, 4.00it/s]
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7%|β | 325/4990 [01:19<17:53, 4.35it/s]
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7%|β | 327/4990 [01:20<17:05, 4.55it/s]
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7%|β | 328/4990 [01:20<17:18, 4.49it/s]
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7%|β | 329/4990 [01:20<16:25, 4.73it/s]
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7%|β | 330/4990 [01:20<16:40, 4.66it/s]
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7%|β | 332/4990 [01:21<17:27, 4.45it/s]
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7%|β | 334/4990 [01:21<17:52, 4.34it/s]
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7%|β | 339/4990 [01:22<15:53, 4.88it/s]
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7%|β | 340/4990 [01:23<17:00, 4.56it/s]
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7%|β | 341/4990 [01:23<17:57, 4.32it/s]
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7%|β | 342/4990 [01:23<16:47, 4.61it/s]
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7%|β | 343/4990 [01:23<16:39, 4.65it/s]
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7%|β | 344/4990 [01:23<18:49, 4.11it/s]
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7%|β | 345/4990 [01:24<18:24, 4.21it/s]
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7%|β | 346/4990 [01:24<18:25, 4.20it/s]
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7%|β | 347/4990 [01:24<17:49, 4.34it/s]
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7%|β | 348/4990 [01:25<21:54, 3.53it/s]
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7%|β | 349/4990 [01:25<19:46, 3.91it/s]
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7%|β | 350/4990 [01:25<18:34, 4.16it/s]
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7%|β | 351/4990 [01:25<19:12, 4.02it/s]
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7%|β | 352/4990 [01:25<18:44, 4.13it/s]
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7%|β | 353/4990 [01:26<18:56, 4.08it/s]
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7%|β | 354/4990 [01:26<21:46, 3.55it/s]
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7%|β | 355/4990 [01:26<20:01, 3.86it/s]
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7%|β | 356/4990 [01:27<19:21, 3.99it/s]
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7%|β | 357/4990 [01:27<21:47, 3.54it/s]
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7%|β | 358/4990 [01:27<21:37, 3.57it/s]
|
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7%|β | 359/4990 [01:27<19:00, 4.06it/s]
|
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7%|β | 360/4990 [01:28<25:44, 3.00it/s]
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7%|β | 361/4990 [01:28<23:24, 3.29it/s]
|
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7%|β | 362/4990 [01:28<20:57, 3.68it/s]
|
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7%|β | 363/4990 [01:29<20:22, 3.78it/s]
|
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7%|β | 364/4990 [01:29<19:54, 3.87it/s]
|
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7%|β | 365/4990 [01:29<19:25, 3.97it/s]
|
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7%|β | 366/4990 [01:29<19:23, 3.97it/s]
|
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7%|β | 367/4990 [01:29<18:34, 4.15it/s]
|
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7%|β | 368/4990 [01:30<18:03, 4.27it/s]
|
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7%|β | 369/4990 [01:30<17:28, 4.41it/s]
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7%|β | 370/4990 [01:30<17:11, 4.48it/s]
|
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7%|β | 371/4990 [01:30<16:11, 4.75it/s]
|
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7%|β | 372/4990 [01:31<17:34, 4.38it/s]
|
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7%|β | 373/4990 [01:31<17:19, 4.44it/s]
|
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7%|β | 374/4990 [01:31<16:00, 4.81it/s]
|
375 |
8%|β | 375/4990 [01:31<20:11, 3.81it/s]
|
376 |
8%|β | 376/4990 [01:32<18:32, 4.15it/s]
|
377 |
8%|β | 377/4990 [01:32<21:20, 3.60it/s]
|
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8%|β | 378/4990 [01:32<22:36, 3.40it/s]
|
379 |
8%|β | 379/4990 [01:32<19:44, 3.89it/s]
|
380 |
8%|β | 380/4990 [01:33<18:59, 4.04it/s]
|
381 |
8%|β | 381/4990 [01:33<17:49, 4.31it/s]
|
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8%|β | 382/4990 [01:33<16:58, 4.52it/s]
|
383 |
8%|β | 383/4990 [01:33<20:43, 3.70it/s]
|
384 |
8%|β | 384/4990 [01:34<21:08, 3.63it/s]
|
385 |
8%|β | 385/4990 [01:34<20:09, 3.81it/s]
|
386 |
8%|β | 386/4990 [01:34<18:26, 4.16it/s]
|
387 |
8%|β | 387/4990 [01:34<19:58, 3.84it/s]
|
388 |
8%|β | 388/4990 [01:35<18:16, 4.20it/s]
|
389 |
8%|β | 389/4990 [01:35<17:09, 4.47it/s]
|
390 |
8%|β | 390/4990 [01:35<18:00, 4.26it/s]
|
391 |
8%|β | 391/4990 [01:35<16:30, 4.64it/s]
|
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8%|β | 392/4990 [01:35<16:33, 4.63it/s]
|
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8%|β | 393/4990 [01:36<16:58, 4.51it/s]
|
394 |
8%|β | 394/4990 [01:36<17:21, 4.41it/s]
|
395 |
8%|β | 395/4990 [01:36<18:14, 4.20it/s]
|
396 |
8%|β | 396/4990 [01:36<17:54, 4.28it/s]
|
397 |
8%|β | 397/4990 [01:37<20:00, 3.83it/s]
|
398 |
8%|β | 398/4990 [01:37<20:57, 3.65it/s]
|
399 |
8%|β | 399/4990 [01:37<19:37, 3.90it/s]
|
400 |
8%|β | 400/4990 [01:37<18:17, 4.18it/s]
|
401 |
8%|β | 401/4990 [01:38<18:32, 4.13it/s]
|
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8%|β | 402/4990 [01:38<18:10, 4.21it/s]
|
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8%|β | 403/4990 [01:38<18:13, 4.19it/s]
|
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8%|β | 404/4990 [01:38<19:41, 3.88it/s]
|
405 |
8%|β | 405/4990 [01:39<18:10, 4.20it/s]
|
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8%|β | 406/4990 [01:39<16:23, 4.66it/s]
|
407 |
8%|β | 407/4990 [01:39<15:40, 4.87it/s]
|
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8%|β | 408/4990 [01:39<15:57, 4.78it/s]
|
409 |
8%|β | 409/4990 [01:39<15:38, 4.88it/s]
|
410 |
8%|β | 410/4990 [01:40<15:00, 5.09it/s]
|
411 |
8%|β | 411/4990 [01:40<15:47, 4.83it/s]
|
412 |
8%|β | 412/4990 [01:40<14:47, 5.16it/s]
|
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8%|β | 413/4990 [01:40<15:18, 4.98it/s]
|
414 |
8%|β | 414/4990 [01:40<16:28, 4.63it/s]
|
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8%|β | 415/4990 [01:41<16:20, 4.67it/s]
|
416 |
8%|β | 416/4990 [01:41<20:33, 3.71it/s]
|
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8%|β | 417/4990 [01:41<19:17, 3.95it/s]
|
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8%|β | 418/4990 [01:42<19:57, 3.82it/s]
|
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8%|β | 419/4990 [01:42<19:16, 3.95it/s]
|
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8%|β | 420/4990 [01:42<22:02, 3.46it/s]
|
421 |
8%|β | 421/4990 [01:42<19:53, 3.83it/s]
|
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8%|β | 422/4990 [01:43<19:13, 3.96it/s]
|
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8%|β | 423/4990 [01:43<31:34, 2.41it/s]
|
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8%|β | 424/4990 [01:44<27:52, 2.73it/s]
|
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9%|β | 425/4990 [01:44<25:42, 2.96it/s]
|
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9%|β | 426/4990 [01:44<23:08, 3.29it/s]
|
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9%|β | 427/4990 [01:45<25:01, 3.04it/s]
|
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9%|β | 428/4990 [01:45<23:55, 3.18it/s]
|
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9%|β | 429/4990 [01:45<22:57, 3.31it/s]
|
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9%|β | 430/4990 [01:45<21:47, 3.49it/s]
|
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9%|β | 431/4990 [01:46<19:17, 3.94it/s]
|
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9%|β | 432/4990 [01:46<18:49, 4.03it/s]
|
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9%|β | 433/4990 [01:46<19:46, 3.84it/s]
|
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9%|β | 434/4990 [01:46<19:31, 3.89it/s]
|
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9%|β | 435/4990 [01:47<19:29, 3.90it/s]
|
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9%|β | 436/4990 [01:47<18:44, 4.05it/s]
|
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9%|β | 437/4990 [01:47<18:11, 4.17it/s]
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9%|β | 438/4990 [01:47<17:39, 4.30it/s]
|
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9%|β | 439/4990 [01:47<16:36, 4.57it/s]
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9%|β | 441/4990 [01:48<15:52, 4.78it/s]
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9%|β | 442/4990 [01:48<15:44, 4.82it/s]
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9%|β | 443/4990 [01:48<16:26, 4.61it/s]
|
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9%|β | 444/4990 [01:48<15:30, 4.88it/s]
|
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9%|β | 445/4990 [01:49<15:50, 4.78it/s]
|
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9%|β | 446/4990 [01:49<16:05, 4.71it/s]
|
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9%|β | 447/4990 [01:49<16:00, 4.73it/s]
|
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9%|β | 448/4990 [01:49<15:47, 4.80it/s]
|
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9%|β | 449/4990 [01:50<16:36, 4.56it/s]
|
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9%|β | 450/4990 [01:50<17:59, 4.20it/s]
|
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9%|β | 451/4990 [01:50<17:28, 4.33it/s]
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9%|β | 452/4990 [01:50<18:42, 4.04it/s]
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9%|β | 453/4990 [01:50<17:46, 4.25it/s]
|
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9%|β | 454/4990 [01:51<16:56, 4.46it/s]
|
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9%|β | 455/4990 [01:51<15:19, 4.93it/s]
|
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9%|β | 456/4990 [01:51<16:12, 4.66it/s]
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9%|β | 457/4990 [01:51<16:12, 4.66it/s]
|
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9%|β | 458/4990 [01:51<15:36, 4.84it/s]
|
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9%|β | 459/4990 [01:52<15:01, 5.03it/s]
|
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9%|β | 460/4990 [01:52<15:43, 4.80it/s]
|
461 |
9%|β | 461/4990 [01:52<14:59, 5.04it/s]
|
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9%|β | 462/4990 [01:52<14:54, 5.06it/s]
|
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9%|β | 463/4990 [01:52<14:54, 5.06it/s]
|
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9%|β | 464/4990 [01:53<14:18, 5.27it/s]
|
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9%|β | 465/4990 [01:53<14:20, 5.26it/s]
|
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9%|β | 466/4990 [01:53<16:22, 4.61it/s]
|
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9%|β | 467/4990 [01:53<17:28, 4.31it/s]
|
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9%|β | 468/4990 [01:54<16:50, 4.48it/s]
|
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9%|β | 469/4990 [01:54<16:32, 4.56it/s]
|
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9%|β | 470/4990 [01:54<16:12, 4.65it/s]
|
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9%|β | 471/4990 [01:54<15:48, 4.77it/s]
|
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9%|β | 472/4990 [01:54<15:39, 4.81it/s]
|
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9%|β | 473/4990 [01:55<17:07, 4.40it/s]
|
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9%|β | 474/4990 [01:55<16:56, 4.44it/s]
|
475 |
10%|β | 475/4990 [01:55<15:53, 4.73it/s]
|
476 |
10%|β | 476/4990 [01:55<16:10, 4.65it/s]
|
477 |
10%|β | 477/4990 [01:55<14:48, 5.08it/s]
|
478 |
10%|β | 478/4990 [01:56<15:06, 4.98it/s]
|
479 |
10%|β | 479/4990 [01:56<16:19, 4.60it/s]
|
480 |
10%|β | 480/4990 [01:56<20:10, 3.73it/s]
|
481 |
10%|β | 481/4990 [01:56<18:18, 4.10it/s]
|
482 |
10%|β | 482/4990 [01:57<17:50, 4.21it/s]
|
483 |
10%|β | 483/4990 [01:57<18:20, 4.09it/s]
|
484 |
10%|β | 484/4990 [01:57<18:05, 4.15it/s]
|
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10%|β | 485/4990 [01:57<17:24, 4.32it/s]
|
486 |
10%|β | 486/4990 [01:58<18:36, 4.03it/s]
|
487 |
10%|β | 487/4990 [01:58<18:48, 3.99it/s]
|
488 |
10%|β | 488/4990 [01:58<17:01, 4.41it/s]
|
489 |
10%|β | 489/4990 [01:58<18:50, 3.98it/s]
|
490 |
10%|β | 490/4990 [01:59<18:55, 3.96it/s]
|
491 |
10%|β | 491/4990 [01:59<17:51, 4.20it/s]
|
492 |
10%|β | 492/4990 [01:59<20:24, 3.67it/s]
|
493 |
10%|β | 493/4990 [01:59<19:10, 3.91it/s]
|
494 |
10%|β | 494/4990 [02:00<28:08, 2.66it/s]
|
495 |
10%|β | 495/4990 [02:00<24:55, 3.01it/s]
|
496 |
10%|β | 496/4990 [02:01<23:38, 3.17it/s]
|
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10%|β | 497/4990 [02:01<21:36, 3.47it/s]
|
498 |
10%|β | 498/4990 [02:01<20:01, 3.74it/s]
|
499 |
10%|β | 499/4990 [02:01<18:19, 4.08it/s][INFO|trainer.py:811] 2024-09-05 22:46:40,950 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
|
|
|
|
|
|
|
|
|
|
|
|
|
500 |
0%| | 0/852 [00:00<?, ?it/s][A
|
|
|
501 |
1%| | 10/852 [00:00<00:09, 92.13it/s][A
|
|
|
502 |
2%|β | 20/852 [00:00<00:10, 83.09it/s][A
|
|
|
503 |
3%|β | 29/852 [00:00<00:10, 80.96it/s][A
|
|
|
504 |
4%|β | 38/852 [00:00<00:10, 79.95it/s][A
|
|
|
505 |
6%|β | 47/852 [00:00<00:09, 80.68it/s][A
|
|
|
506 |
7%|β | 56/852 [00:00<00:09, 82.11it/s][A
|
|
|
507 |
8%|β | 65/852 [00:00<00:09, 81.29it/s][A
|
|
|
508 |
9%|β | 74/852 [00:00<00:09, 80.27it/s][A
|
|
|
509 |
10%|β | 83/852 [00:01<00:09, 80.29it/s][A
|
|
|
510 |
11%|β | 92/852 [00:01<00:09, 80.69it/s][A
|
|
|
511 |
12%|ββ | 101/852 [00:01<00:09, 80.35it/s][A
|
|
|
512 |
13%|ββ | 110/852 [00:01<00:09, 80.34it/s][A
|
|
|
513 |
14%|ββ | 119/852 [00:01<00:09, 81.26it/s][A
|
|
|
514 |
15%|ββ | 128/852 [00:01<00:09, 77.90it/s][A
|
|
|
515 |
16%|ββ | 137/852 [00:01<00:09, 77.65it/s][A
|
|
|
516 |
17%|ββ | 146/852 [00:01<00:08, 79.18it/s][A
|
|
|
517 |
18%|ββ | 154/852 [00:01<00:08, 79.13it/s][A
|
|
|
518 |
19%|ββ | 163/852 [00:02<00:08, 80.56it/s][A
|
|
|
519 |
20%|ββ | 172/852 [00:02<00:08, 81.35it/s][A
|
|
|
520 |
21%|ββ | 181/852 [00:02<00:08, 81.29it/s][A
|
|
|
521 |
22%|βββ | 190/852 [00:02<00:08, 81.87it/s][A
|
|
|
522 |
23%|βββ | 199/852 [00:02<00:08, 81.13it/s][A
|
|
|
523 |
24%|βββ | 208/852 [00:02<00:08, 79.64it/s][A
|
|
|
524 |
25%|βββ | 217/852 [00:02<00:07, 80.28it/s][A
|
|
|
525 |
27%|βββ | 226/852 [00:02<00:07, 80.94it/s][A
|
|
|
526 |
28%|βββ | 235/852 [00:02<00:07, 81.14it/s][A
|
|
|
527 |
29%|βββ | 244/852 [00:03<00:07, 78.91it/s][A
|
|
|
528 |
30%|βββ | 253/852 [00:03<00:07, 81.38it/s][A
|
|
|
529 |
31%|βββ | 262/852 [00:03<00:07, 82.99it/s][A
|
|
|
530 |
32%|ββββ | 271/852 [00:03<00:07, 82.27it/s][A
|
|
|
531 |
33%|ββββ | 280/852 [00:03<00:07, 73.21it/s][A
|
|
|
532 |
34%|ββββ | 288/852 [00:03<00:07, 74.75it/s][A
|
|
|
533 |
35%|ββββ | 297/852 [00:03<00:07, 76.92it/s][A
|
|
|
534 |
36%|ββββ | 306/852 [00:03<00:06, 79.20it/s][A
|
|
|
535 |
37%|ββββ | 315/852 [00:03<00:06, 78.62it/s][A
|
|
|
536 |
38%|ββββ | 324/852 [00:04<00:06, 79.99it/s][A
|
|
|
537 |
39%|ββββ | 333/852 [00:04<00:06, 80.76it/s][A
|
|
|
538 |
40%|ββββ | 342/852 [00:04<00:06, 82.32it/s][A
|
|
|
539 |
41%|ββββ | 351/852 [00:04<00:06, 83.01it/s][A
|
|
|
540 |
42%|βββββ | 360/852 [00:04<00:06, 79.91it/s][A
|
|
|
541 |
43%|βββββ | 369/852 [00:04<00:06, 80.40it/s][A
|
|
|
542 |
44%|βββββ | 378/852 [00:04<00:05, 80.95it/s][A
|
|
|
543 |
45%|βββββ | 387/852 [00:04<00:05, 80.69it/s][A
|
|
|
544 |
46%|βββββ | 396/852 [00:04<00:05, 81.56it/s][A
|
|
|
545 |
48%|βββββ | 405/852 [00:05<00:05, 79.23it/s][A
|
|
|
546 |
49%|βββββ | 414/852 [00:05<00:05, 80.26it/s][A
|
|
|
547 |
50%|βββββ | 423/852 [00:05<00:05, 81.17it/s][A
|
|
|
548 |
51%|βββββ | 432/852 [00:05<00:05, 80.47it/s][A
|
|
|
549 |
52%|ββββββ | 441/852 [00:05<00:04, 82.22it/s][A
|
|
|
550 |
53%|ββββββ | 450/852 [00:05<00:04, 82.08it/s][A
|
|
|
551 |
54%|ββββββ | 459/852 [00:05<00:04, 82.69it/s][A
|
|
|
552 |
55%|ββββββ | 468/852 [00:05<00:04, 79.57it/s][A
|
|
|
553 |
56%|ββββββ | 476/852 [00:05<00:04, 76.48it/s][A
|
|
|
554 |
57%|ββββββ | 484/852 [00:06<00:04, 76.69it/s][A
|
|
|
555 |
58%|ββββββ | 493/852 [00:06<00:04, 79.25it/s][A
|
|
|
556 |
59%|ββββββ | 502/852 [00:06<00:04, 81.12it/s][A
|
|
|
557 |
60%|ββββββ | 511/852 [00:06<00:04, 81.53it/s][A
|
|
|
558 |
61%|ββββββ | 520/852 [00:06<00:04, 82.38it/s][A
|
|
|
559 |
62%|βββββββ | 529/852 [00:06<00:04, 80.16it/s][A
|
|
|
560 |
63%|βββββββ | 538/852 [00:06<00:03, 81.91it/s][A
|
|
|
561 |
64%|βββββββ | 547/852 [00:06<00:03, 81.08it/s][A
|
|
|
562 |
65%|βββββββ | 556/852 [00:06<00:03, 78.18it/s][A
|
|
|
563 |
66%|βββββββ | 565/852 [00:07<00:03, 80.35it/s][A
|
|
|
564 |
67%|βββββββ | 574/852 [00:07<00:03, 81.19it/s][A
|
|
|
565 |
68%|βββββββ | 583/852 [00:07<00:03, 80.70it/s][A
|
|
|
566 |
69%|βββββββ | 592/852 [00:07<00:03, 80.43it/s][A
|
|
|
567 |
71%|βββββββ | 601/852 [00:07<00:03, 80.49it/s][A
|
|
|
568 |
72%|ββββββββ | 610/852 [00:07<00:02, 80.86it/s][A
|
|
|
569 |
73%|ββββββββ | 619/852 [00:07<00:02, 79.04it/s][A
|
|
|
570 |
74%|ββββββββ | 627/852 [00:07<00:02, 78.94it/s][A
|
|
|
571 |
75%|ββββββββ | 635/852 [00:07<00:02, 78.41it/s][A
|
|
|
572 |
75%|ββββββββ | 643/852 [00:08<00:02, 76.41it/s][A
|
|
|
573 |
77%|ββββββββ | 652/852 [00:08<00:02, 78.97it/s][A
|
|
|
574 |
78%|ββββββββ | 661/852 [00:08<00:02, 80.15it/s][A
|
|
|
575 |
79%|ββββββββ | 670/852 [00:08<00:02, 80.54it/s][A
|
|
|
576 |
80%|ββββββββ | 679/852 [00:08<00:02, 80.46it/s][A
|
|
|
577 |
81%|ββββββββ | 688/852 [00:08<00:02, 81.20it/s][A
|
|
|
578 |
82%|βββββββββ | 697/852 [00:08<00:01, 81.93it/s][A
|
|
|
579 |
83%|βββββββββ | 706/852 [00:08<00:01, 83.09it/s][A
|
|
|
580 |
84%|βββββββββ | 715/852 [00:08<00:01, 83.40it/s][A
|
|
|
581 |
85%|βββββββββ | 724/852 [00:09<00:01, 82.90it/s][A
|
|
|
582 |
86%|βββββββββ | 733/852 [00:09<00:01, 83.77it/s][A
|
|
|
583 |
87%|βββββββββ | 742/852 [00:09<00:01, 84.34it/s][A
|
|
|
584 |
88%|βββββββββ | 751/852 [00:09<00:01, 83.18it/s][A
|
|
|
585 |
89%|βββββββββ | 760/852 [00:09<00:01, 84.50it/s][A
|
|
|
586 |
90%|βββββββββ | 769/852 [00:09<00:01, 82.87it/s][A
|
|
|
587 |
91%|ββββββββββ| 778/852 [00:09<00:00, 82.40it/s][A
|
|
|
588 |
92%|ββββββββββ| 787/852 [00:09<00:00, 81.73it/s][A
|
|
|
589 |
93%|ββββββββββ| 796/852 [00:09<00:00, 82.64it/s][A
|
|
|
590 |
94%|ββββββββββ| 805/852 [00:09<00:00, 83.74it/s][A
|
|
|
591 |
96%|ββββββββββ| 814/852 [00:10<00:00, 82.67it/s][A
|
|
|
592 |
97%|ββββββββββ| 823/852 [00:10<00:00, 83.63it/s][A
|
|
|
593 |
98%|ββββββββββ| 832/852 [00:10<00:00, 84.37it/s][A
|
|
|
594 |
99%|ββββββββββ| 841/852 [00:10<00:00, 83.41it/s][A
|
|
|
595 |
|
|
|
596 |
|
597 |
10%|β | 499/4990 [02:16<18:19, 4.08it/s]
|
|
|
|
|
598 |
[A[INFO|trainer.py:3503] 2024-09-05 22:46:55,159 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-499
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
599 |
10%|β | 500/4990 [02:19<6:45:16, 5.42s/it]
|
600 |
|
601 |
10%|β | 500/4990 [02:19<6:45:16, 5.42s/it]
|
602 |
10%|β | 501/4990 [02:19<4:48:18, 3.85s/it]
|
603 |
10%|β | 502/4990 [02:19<3:26:57, 2.77s/it]
|
604 |
10%|β | 503/4990 [02:19<2:30:05, 2.01s/it]
|
605 |
10%|β | 504/4990 [02:20<1:50:49, 1.48s/it]
|
606 |
10%|β | 505/4990 [02:20<1:24:52, 1.14s/it]
|
607 |
10%|β | 506/4990 [02:20<1:04:26, 1.16it/s]
|
608 |
10%|β | 507/4990 [02:20<49:53, 1.50it/s]
|
609 |
10%|β | 508/4990 [02:21<41:00, 1.82it/s]
|
610 |
10%|β | 509/4990 [02:21<33:10, 2.25it/s]
|
611 |
10%|β | 510/4990 [02:21<27:07, 2.75it/s]
|
612 |
10%|β | 511/4990 [02:21<23:16, 3.21it/s]
|
613 |
10%|β | 512/4990 [02:21<21:02, 3.55it/s]
|
614 |
10%|β | 513/4990 [02:22<18:52, 3.95it/s]
|
615 |
10%|β | 514/4990 [02:22<22:26, 3.32it/s]
|
616 |
10%|β | 515/4990 [02:22<20:00, 3.73it/s]
|
617 |
10%|β | 516/4990 [02:22<18:22, 4.06it/s]
|
618 |
10%|β | 517/4990 [02:23<17:28, 4.27it/s]
|
619 |
10%|β | 518/4990 [02:23<16:30, 4.52it/s]
|
620 |
10%|β | 519/4990 [02:23<18:31, 4.02it/s]
|
621 |
10%|β | 520/4990 [02:23<16:33, 4.50it/s]
|
622 |
10%|β | 521/4990 [02:24<16:20, 4.56it/s]
|
623 |
10%|β | 522/4990 [02:24<16:24, 4.54it/s]
|
624 |
10%|β | 523/4990 [02:24<15:59, 4.65it/s]
|
625 |
11%|β | 524/4990 [02:24<19:35, 3.80it/s]
|
626 |
11%|β | 525/4990 [02:25<19:32, 3.81it/s]
|
627 |
11%|β | 526/4990 [02:25<18:10, 4.09it/s]
|
628 |
11%|β | 527/4990 [02:25<17:04, 4.36it/s]
|
629 |
11%|β | 528/4990 [02:25<17:16, 4.31it/s]
|
630 |
11%|β | 529/4990 [02:25<17:11, 4.33it/s]
|
631 |
11%|β | 530/4990 [02:26<16:46, 4.43it/s]
|
632 |
11%|β | 531/4990 [02:26<15:43, 4.73it/s]
|
633 |
11%|β | 532/4990 [02:26<15:18, 4.85it/s]
|
634 |
11%|β | 533/4990 [02:26<15:13, 4.88it/s]
|
635 |
11%|β | 534/4990 [02:27<28:20, 2.62it/s]
|
636 |
11%|β | 535/4990 [02:27<24:26, 3.04it/s]
|
637 |
11%|β | 536/4990 [02:28<22:16, 3.33it/s]
|
638 |
11%|β | 537/4990 [02:28<22:43, 3.27it/s]
|
639 |
11%|β | 538/4990 [02:28<22:19, 3.32it/s]
|
640 |
11%|β | 539/4990 [02:28<20:12, 3.67it/s]
|
641 |
11%|β | 540/4990 [02:29<21:08, 3.51it/s]
|
642 |
11%|β | 541/4990 [02:29<19:02, 3.89it/s]
|
643 |
11%|β | 542/4990 [02:29<17:45, 4.17it/s]
|
644 |
11%|β | 543/4990 [02:29<16:52, 4.39it/s]
|
645 |
11%|β | 544/4990 [02:29<15:30, 4.78it/s]
|
646 |
11%|β | 545/4990 [02:30<16:11, 4.58it/s]
|
647 |
11%|β | 546/4990 [02:30<16:42, 4.43it/s]
|
648 |
11%|β | 547/4990 [02:30<15:52, 4.66it/s]
|
649 |
11%|β | 548/4990 [02:30<16:27, 4.50it/s]
|
650 |
11%|β | 549/4990 [02:31<22:41, 3.26it/s]
|
651 |
11%|β | 550/4990 [02:31<22:32, 3.28it/s]
|
652 |
11%|β | 551/4990 [02:31<22:49, 3.24it/s]
|
653 |
11%|β | 552/4990 [02:32<19:56, 3.71it/s]
|
654 |
11%|β | 553/4990 [02:32<18:11, 4.06it/s]
|
655 |
11%|β | 554/4990 [02:32<19:06, 3.87it/s]
|
656 |
11%|β | 555/4990 [02:32<17:31, 4.22it/s]
|
657 |
11%|β | 556/4990 [02:32<16:52, 4.38it/s]
|
658 |
11%|β | 557/4990 [02:33<16:57, 4.36it/s]
|
659 |
11%|β | 558/4990 [02:33<16:32, 4.47it/s]
|
660 |
11%|β | 559/4990 [02:33<16:17, 4.53it/s]
|
661 |
11%|β | 560/4990 [02:33<17:38, 4.19it/s]
|
662 |
11%|β | 561/4990 [02:34<29:58, 2.46it/s]
|
663 |
11%|ββ | 562/4990 [02:34<26:44, 2.76it/s]
|
664 |
11%|ββ | 563/4990 [02:35<29:38, 2.49it/s]
|
665 |
11%|ββ | 564/4990 [02:35<24:19, 3.03it/s]
|
666 |
11%|ββ | 565/4990 [02:35<22:20, 3.30it/s]
|
667 |
11%|ββ | 566/4990 [02:36<19:36, 3.76it/s]
|
668 |
11%|ββ | 567/4990 [02:36<18:36, 3.96it/s]
|
669 |
11%|ββ | 568/4990 [02:36<18:25, 4.00it/s]
|
670 |
11%|ββ | 569/4990 [02:36<17:19, 4.25it/s]
|
671 |
11%|ββ | 570/4990 [02:37<18:45, 3.93it/s]
|
672 |
11%|ββ | 571/4990 [02:37<18:27, 3.99it/s]
|
673 |
11%|ββ | 572/4990 [02:37<21:34, 3.41it/s]
|
674 |
11%|ββ | 573/4990 [02:37<21:03, 3.50it/s]
|
675 |
12%|ββ | 574/4990 [02:38<19:30, 3.77it/s]
|
676 |
12%|ββ | 575/4990 [02:38<18:21, 4.01it/s]
|
677 |
12%|ββ | 576/4990 [02:38<17:29, 4.21it/s]
|
678 |
12%|ββ | 577/4990 [02:38<17:17, 4.25it/s]
|
679 |
12%|ββ | 578/4990 [02:38<16:36, 4.43it/s]
|
680 |
12%|ββ | 579/4990 [02:39<17:44, 4.14it/s]
|
681 |
12%|ββ | 580/4990 [02:39<18:01, 4.08it/s]
|
682 |
12%|ββ | 581/4990 [02:39<22:05, 3.33it/s]
|
683 |
12%|ββ | 582/4990 [02:40<20:32, 3.58it/s]
|
684 |
12%|ββ | 583/4990 [02:40<18:21, 4.00it/s]
|
685 |
12%|ββ | 584/4990 [02:40<17:22, 4.23it/s]
|
686 |
12%|ββ | 585/4990 [02:40<15:44, 4.66it/s]
|
687 |
12%|ββ | 586/4990 [02:40<14:56, 4.91it/s]
|
688 |
12%|ββ | 587/4990 [02:41<15:23, 4.77it/s]
|
689 |
12%|ββ | 588/4990 [02:41<15:02, 4.88it/s]
|
690 |
12%|ββ | 589/4990 [02:41<15:48, 4.64it/s]
|
691 |
12%|ββ | 590/4990 [02:41<16:13, 4.52it/s]
|
692 |
12%|ββ | 591/4990 [02:42<16:01, 4.58it/s]
|
693 |
12%|ββ | 592/4990 [02:42<16:48, 4.36it/s]
|
694 |
12%|ββ | 593/4990 [02:42<17:41, 4.14it/s]
|
695 |
12%|ββ | 594/4990 [02:42<18:45, 3.91it/s]
|
696 |
12%|ββ | 595/4990 [02:43<18:12, 4.02it/s]
|
697 |
12%|ββ | 596/4990 [02:43<16:06, 4.55it/s]
|
698 |
12%|ββ | 597/4990 [02:43<15:39, 4.67it/s]
|
699 |
12%|ββ | 598/4990 [02:43<17:10, 4.26it/s]
|
700 |
12%|ββ | 599/4990 [02:43<17:44, 4.12it/s]
|
701 |
12%|ββ | 600/4990 [02:44<17:03, 4.29it/s]
|
702 |
12%|ββ | 601/4990 [02:44<16:09, 4.53it/s]
|
703 |
12%|ββ | 602/4990 [02:44<15:17, 4.78it/s]
|
704 |
12%|ββ | 603/4990 [02:44<15:23, 4.75it/s]
|
705 |
12%|ββ | 604/4990 [02:44<14:31, 5.04it/s]
|
706 |
12%|ββ | 605/4990 [02:45<16:54, 4.32it/s]
|
707 |
12%|ββ | 606/4990 [02:45<17:54, 4.08it/s]
|
708 |
12%|ββ | 607/4990 [02:45<19:41, 3.71it/s]
|
709 |
12%|ββ | 608/4990 [02:46<17:59, 4.06it/s]
|
710 |
12%|ββ | 609/4990 [02:46<17:00, 4.29it/s]
|
711 |
12%|ββ | 610/4990 [02:46<15:46, 4.63it/s]
|
712 |
12%|ββ | 611/4990 [02:46<15:23, 4.74it/s]
|
713 |
12%|ββ | 612/4990 [02:46<14:48, 4.93it/s]
|
714 |
12%|ββ | 613/4990 [02:47<15:47, 4.62it/s]
|
715 |
12%|ββ | 614/4990 [02:47<14:57, 4.88it/s]
|
716 |
12%|ββ | 615/4990 [02:47<14:19, 5.09it/s]
|
717 |
12%|ββ | 616/4990 [02:47<14:04, 5.18it/s]
|
718 |
12%|ββ | 617/4990 [02:47<13:24, 5.44it/s]
|
719 |
12%|ββ | 618/4990 [02:47<14:28, 5.03it/s]
|
720 |
12%|ββ | 619/4990 [02:48<15:06, 4.82it/s]
|
721 |
12%|ββ | 620/4990 [02:48<15:07, 4.82it/s]
|
722 |
12%|ββ | 621/4990 [02:48<15:22, 4.73it/s]
|
723 |
12%|ββ | 622/4990 [02:48<15:06, 4.82it/s]
|
724 |
12%|ββ | 623/4990 [02:49<15:49, 4.60it/s]
|
725 |
13%|ββ | 624/4990 [02:49<14:46, 4.92it/s]
|
726 |
13%|ββ | 625/4990 [02:49<14:36, 4.98it/s]
|
727 |
13%|ββ | 626/4990 [02:49<14:10, 5.13it/s]
|
728 |
13%|ββ | 627/4990 [02:49<14:20, 5.07it/s]
|
729 |
13%|ββ | 628/4990 [02:50<18:54, 3.85it/s]
|
|
|
1 |
+
2024-09-05 22:43:35.221687: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
|
2 |
+
2024-09-05 22:43:35.239699: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
|
3 |
+
2024-09-05 22:43:35.261393: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
|
4 |
+
2024-09-05 22:43:35.267947: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
|
5 |
+
2024-09-05 22:43:35.283519: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
|
6 |
+
To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
|
7 |
+
2024-09-05 22:43:36.568969: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
|
8 |
+
/usr/local/lib/python3.10/dist-packages/transformers/training_args.py:1525: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of π€ Transformers. Use `eval_strategy` instead
|
9 |
+
warnings.warn(
|
10 |
+
09/05/2024 22:43:38 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
|
11 |
+
09/05/2024 22:43:38 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
|
12 |
+
_n_gpu=1,
|
13 |
+
accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
|
14 |
+
adafactor=False,
|
15 |
+
adam_beta1=0.9,
|
16 |
+
adam_beta2=0.999,
|
17 |
+
adam_epsilon=1e-08,
|
18 |
+
auto_find_batch_size=False,
|
19 |
+
batch_eval_metrics=False,
|
20 |
+
bf16=False,
|
21 |
+
bf16_full_eval=False,
|
22 |
+
data_seed=None,
|
23 |
+
dataloader_drop_last=False,
|
24 |
+
dataloader_num_workers=0,
|
25 |
+
dataloader_persistent_workers=False,
|
26 |
+
dataloader_pin_memory=True,
|
27 |
+
dataloader_prefetch_factor=None,
|
28 |
+
ddp_backend=None,
|
29 |
+
ddp_broadcast_buffers=None,
|
30 |
+
ddp_bucket_cap_mb=None,
|
31 |
+
ddp_find_unused_parameters=None,
|
32 |
+
ddp_timeout=1800,
|
33 |
+
debug=[],
|
34 |
+
deepspeed=None,
|
35 |
+
disable_tqdm=False,
|
36 |
+
dispatch_batches=None,
|
37 |
+
do_eval=True,
|
38 |
+
do_predict=True,
|
39 |
+
do_train=True,
|
40 |
+
eval_accumulation_steps=None,
|
41 |
+
eval_delay=0,
|
42 |
+
eval_do_concat_batches=True,
|
43 |
+
eval_on_start=False,
|
44 |
+
eval_steps=None,
|
45 |
+
eval_strategy=epoch,
|
46 |
+
eval_use_gather_object=False,
|
47 |
+
evaluation_strategy=epoch,
|
48 |
+
fp16=False,
|
49 |
+
fp16_backend=auto,
|
50 |
+
fp16_full_eval=False,
|
51 |
+
fp16_opt_level=O1,
|
52 |
+
fsdp=[],
|
53 |
+
fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False},
|
54 |
+
fsdp_min_num_params=0,
|
55 |
+
fsdp_transformer_layer_cls_to_wrap=None,
|
56 |
+
full_determinism=False,
|
57 |
+
gradient_accumulation_steps=2,
|
58 |
+
gradient_checkpointing=False,
|
59 |
+
gradient_checkpointing_kwargs=None,
|
60 |
+
greater_is_better=True,
|
61 |
+
group_by_length=False,
|
62 |
+
half_precision_backend=auto,
|
63 |
+
hub_always_push=False,
|
64 |
+
hub_model_id=None,
|
65 |
+
hub_private_repo=False,
|
66 |
+
hub_strategy=every_save,
|
67 |
+
hub_token=<HUB_TOKEN>,
|
68 |
+
ignore_data_skip=False,
|
69 |
+
include_inputs_for_metrics=False,
|
70 |
+
include_num_input_tokens_seen=False,
|
71 |
+
include_tokens_per_second=False,
|
72 |
+
jit_mode_eval=False,
|
73 |
+
label_names=None,
|
74 |
+
label_smoothing_factor=0.0,
|
75 |
+
learning_rate=5e-05,
|
76 |
+
length_column_name=length,
|
77 |
+
load_best_model_at_end=True,
|
78 |
+
local_rank=0,
|
79 |
+
log_level=passive,
|
80 |
+
log_level_replica=warning,
|
81 |
+
log_on_each_node=True,
|
82 |
+
logging_dir=/content/dissertation/scripts/ner/output/tb,
|
83 |
+
logging_first_step=False,
|
84 |
+
logging_nan_inf_filter=True,
|
85 |
+
logging_steps=500,
|
86 |
+
logging_strategy=steps,
|
87 |
+
lr_scheduler_kwargs={},
|
88 |
+
lr_scheduler_type=linear,
|
89 |
+
max_grad_norm=1.0,
|
90 |
+
max_steps=-1,
|
91 |
+
metric_for_best_model=f1,
|
92 |
+
mp_parameters=,
|
93 |
+
neftune_noise_alpha=None,
|
94 |
+
no_cuda=False,
|
95 |
+
num_train_epochs=10.0,
|
96 |
+
optim=adamw_torch,
|
97 |
+
optim_args=None,
|
98 |
+
optim_target_modules=None,
|
99 |
+
output_dir=/content/dissertation/scripts/ner/output,
|
100 |
+
overwrite_output_dir=True,
|
101 |
+
past_index=-1,
|
102 |
+
per_device_eval_batch_size=8,
|
103 |
+
per_device_train_batch_size=32,
|
104 |
+
prediction_loss_only=False,
|
105 |
+
push_to_hub=True,
|
106 |
+
push_to_hub_model_id=None,
|
107 |
+
push_to_hub_organization=None,
|
108 |
+
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
|
109 |
+
ray_scope=last,
|
110 |
+
remove_unused_columns=True,
|
111 |
+
report_to=['tensorboard'],
|
112 |
+
restore_callback_states_from_checkpoint=False,
|
113 |
+
resume_from_checkpoint=None,
|
114 |
+
run_name=/content/dissertation/scripts/ner/output,
|
115 |
+
save_on_each_node=False,
|
116 |
+
save_only_model=False,
|
117 |
+
save_safetensors=True,
|
118 |
+
save_steps=500,
|
119 |
+
save_strategy=epoch,
|
120 |
+
save_total_limit=None,
|
121 |
+
seed=42,
|
122 |
+
skip_memory_metrics=True,
|
123 |
+
split_batches=None,
|
124 |
+
tf32=None,
|
125 |
+
torch_compile=False,
|
126 |
+
torch_compile_backend=None,
|
127 |
+
torch_compile_mode=None,
|
128 |
+
torch_empty_cache_steps=None,
|
129 |
+
torchdynamo=None,
|
130 |
+
tpu_metrics_debug=False,
|
131 |
+
tpu_num_cores=None,
|
132 |
+
use_cpu=False,
|
133 |
+
use_ipex=False,
|
134 |
+
use_legacy_prediction_loop=False,
|
135 |
+
use_mps_device=False,
|
136 |
+
warmup_ratio=0.0,
|
137 |
+
warmup_steps=0,
|
138 |
+
weight_decay=0.0,
|
139 |
+
)
|
140 |
+
|
141 |
+
|
142 |
+
|
143 |
+
|
144 |
+
|
145 |
+
|
146 |
+
|
147 |
+
[INFO|configuration_utils.py:733] 2024-09-05 22:43:57,301 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
|
148 |
+
[INFO|configuration_utils.py:800] 2024-09-05 22:43:57,310 >> Model config RobertaConfig {
|
149 |
+
"_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
|
150 |
+
"architectures": [
|
151 |
+
"RobertaForMaskedLM"
|
152 |
+
],
|
153 |
+
"attention_probs_dropout_prob": 0.1,
|
154 |
+
"bos_token_id": 0,
|
155 |
+
"classifier_dropout": null,
|
156 |
+
"eos_token_id": 2,
|
157 |
+
"finetuning_task": "ner",
|
158 |
+
"gradient_checkpointing": false,
|
159 |
+
"hidden_act": "gelu",
|
160 |
+
"hidden_dropout_prob": 0.1,
|
161 |
+
"hidden_size": 768,
|
162 |
+
"id2label": {
|
163 |
+
"0": "O",
|
164 |
+
"1": "B-ENFERMEDAD",
|
165 |
+
"2": "I-ENFERMEDAD"
|
166 |
+
},
|
167 |
+
"initializer_range": 0.02,
|
168 |
+
"intermediate_size": 3072,
|
169 |
+
"label2id": {
|
170 |
+
"B-ENFERMEDAD": 1,
|
171 |
+
"I-ENFERMEDAD": 2,
|
172 |
+
"O": 0
|
173 |
+
},
|
174 |
+
"layer_norm_eps": 1e-05,
|
175 |
+
"max_position_embeddings": 514,
|
176 |
+
"model_type": "roberta",
|
177 |
+
"num_attention_heads": 12,
|
178 |
+
"num_hidden_layers": 12,
|
179 |
+
"pad_token_id": 1,
|
180 |
+
"position_embedding_type": "absolute",
|
181 |
+
"transformers_version": "4.44.2",
|
182 |
+
"type_vocab_size": 1,
|
183 |
+
"use_cache": true,
|
184 |
+
"vocab_size": 50262
|
185 |
+
}
|
186 |
+
|
187 |
+
[INFO|configuration_utils.py:733] 2024-09-05 22:43:57,806 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
|
188 |
+
[INFO|configuration_utils.py:800] 2024-09-05 22:43:57,808 >> Model config RobertaConfig {
|
189 |
+
"_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
|
190 |
+
"architectures": [
|
191 |
+
"RobertaForMaskedLM"
|
192 |
+
],
|
193 |
+
"attention_probs_dropout_prob": 0.1,
|
194 |
+
"bos_token_id": 0,
|
195 |
+
"classifier_dropout": null,
|
196 |
+
"eos_token_id": 2,
|
197 |
+
"gradient_checkpointing": false,
|
198 |
+
"hidden_act": "gelu",
|
199 |
+
"hidden_dropout_prob": 0.1,
|
200 |
+
"hidden_size": 768,
|
201 |
+
"initializer_range": 0.02,
|
202 |
+
"intermediate_size": 3072,
|
203 |
+
"layer_norm_eps": 1e-05,
|
204 |
+
"max_position_embeddings": 514,
|
205 |
+
"model_type": "roberta",
|
206 |
+
"num_attention_heads": 12,
|
207 |
+
"num_hidden_layers": 12,
|
208 |
+
"pad_token_id": 1,
|
209 |
+
"position_embedding_type": "absolute",
|
210 |
+
"transformers_version": "4.44.2",
|
211 |
+
"type_vocab_size": 1,
|
212 |
+
"use_cache": true,
|
213 |
+
"vocab_size": 50262
|
214 |
+
}
|
215 |
+
|
216 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file vocab.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/vocab.json
|
217 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file merges.txt from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/merges.txt
|
218 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file tokenizer.json from cache at None
|
219 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file added_tokens.json from cache at None
|
220 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file special_tokens_map.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/special_tokens_map.json
|
221 |
+
[INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/tokenizer_config.json
|
222 |
+
[INFO|configuration_utils.py:733] 2024-09-05 22:44:00,155 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
|
223 |
+
[INFO|configuration_utils.py:800] 2024-09-05 22:44:00,156 >> Model config RobertaConfig {
|
224 |
+
"_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
|
225 |
+
"architectures": [
|
226 |
+
"RobertaForMaskedLM"
|
227 |
+
],
|
228 |
+
"attention_probs_dropout_prob": 0.1,
|
229 |
+
"bos_token_id": 0,
|
230 |
+
"classifier_dropout": null,
|
231 |
+
"eos_token_id": 2,
|
232 |
+
"gradient_checkpointing": false,
|
233 |
+
"hidden_act": "gelu",
|
234 |
+
"hidden_dropout_prob": 0.1,
|
235 |
+
"hidden_size": 768,
|
236 |
+
"initializer_range": 0.02,
|
237 |
+
"intermediate_size": 3072,
|
238 |
+
"layer_norm_eps": 1e-05,
|
239 |
+
"max_position_embeddings": 514,
|
240 |
+
"model_type": "roberta",
|
241 |
+
"num_attention_heads": 12,
|
242 |
+
"num_hidden_layers": 12,
|
243 |
+
"pad_token_id": 1,
|
244 |
+
"position_embedding_type": "absolute",
|
245 |
+
"transformers_version": "4.44.2",
|
246 |
+
"type_vocab_size": 1,
|
247 |
+
"use_cache": true,
|
248 |
+
"vocab_size": 50262
|
249 |
+
}
|
250 |
+
|
251 |
+
/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
|
252 |
+
warnings.warn(
|
253 |
+
[INFO|configuration_utils.py:733] 2024-09-05 22:44:00,243 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
|
254 |
+
[INFO|configuration_utils.py:800] 2024-09-05 22:44:00,244 >> Model config RobertaConfig {
|
255 |
+
"_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
|
256 |
+
"architectures": [
|
257 |
+
"RobertaForMaskedLM"
|
258 |
+
],
|
259 |
+
"attention_probs_dropout_prob": 0.1,
|
260 |
+
"bos_token_id": 0,
|
261 |
+
"classifier_dropout": null,
|
262 |
+
"eos_token_id": 2,
|
263 |
+
"gradient_checkpointing": false,
|
264 |
+
"hidden_act": "gelu",
|
265 |
+
"hidden_dropout_prob": 0.1,
|
266 |
+
"hidden_size": 768,
|
267 |
+
"initializer_range": 0.02,
|
268 |
+
"intermediate_size": 3072,
|
269 |
+
"layer_norm_eps": 1e-05,
|
270 |
+
"max_position_embeddings": 514,
|
271 |
+
"model_type": "roberta",
|
272 |
+
"num_attention_heads": 12,
|
273 |
+
"num_hidden_layers": 12,
|
274 |
+
"pad_token_id": 1,
|
275 |
+
"position_embedding_type": "absolute",
|
276 |
+
"transformers_version": "4.44.2",
|
277 |
+
"type_vocab_size": 1,
|
278 |
+
"use_cache": true,
|
279 |
+
"vocab_size": 50262
|
280 |
+
}
|
281 |
+
|
282 |
+
[INFO|modeling_utils.py:3678] 2024-09-05 22:44:31,232 >> loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/pytorch_model.bin
|
283 |
+
[INFO|modeling_utils.py:4497] 2024-09-05 22:44:31,384 >> Some weights of the model checkpoint at PlanTL-GOB-ES/bsc-bio-ehr-es were not used when initializing RobertaForTokenClassification: ['lm_head.bias', 'lm_head.decoder.bias', 'lm_head.decoder.weight', 'lm_head.dense.bias', 'lm_head.dense.weight', 'lm_head.layer_norm.bias', 'lm_head.layer_norm.weight']
|
284 |
+
- This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
|
285 |
+
- This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
|
286 |
+
[WARNING|modeling_utils.py:4509] 2024-09-05 22:44:31,384 >> Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at PlanTL-GOB-ES/bsc-bio-ehr-es and are newly initialized: ['classifier.bias', 'classifier.weight']
|
287 |
+
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
|
288 |
+
|
289 |
+
|
290 |
+
|
291 |
+
/content/dissertation/scripts/ner/run_ner_train.py:397: FutureWarning: load_metric is deprecated and will be removed in the next major version of datasets. Use 'evaluate.load' instead, from the new library π€ Evaluate: https://huggingface.co/docs/evaluate
|
292 |
+
metric = load_metric("seqeval", trust_remote_code=True)
|
293 |
+
|
294 |
+
[INFO|trainer.py:811] 2024-09-05 22:44:38,444 >> The following columns in the training set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
|
295 |
+
[INFO|trainer.py:2134] 2024-09-05 22:44:39,141 >> ***** Running training *****
|
296 |
+
[INFO|trainer.py:2135] 2024-09-05 22:44:39,141 >> Num examples = 31,947
|
297 |
+
[INFO|trainer.py:2136] 2024-09-05 22:44:39,141 >> Num Epochs = 10
|
298 |
+
[INFO|trainer.py:2137] 2024-09-05 22:44:39,141 >> Instantaneous batch size per device = 32
|
299 |
+
[INFO|trainer.py:2140] 2024-09-05 22:44:39,141 >> Total train batch size (w. parallel, distributed & accumulation) = 64
|
300 |
+
[INFO|trainer.py:2141] 2024-09-05 22:44:39,141 >> Gradient Accumulation steps = 2
|
301 |
+
[INFO|trainer.py:2142] 2024-09-05 22:44:39,141 >> Total optimization steps = 4,990
|
302 |
+
[INFO|trainer.py:2143] 2024-09-05 22:44:39,142 >> Number of trainable parameters = 124,055,043
|
303 |
+
|
304 |
0%| | 0/4990 [00:00<?, ?it/s]
|
305 |
0%| | 1/4990 [00:01<2:30:16, 1.81s/it]
|
306 |
0%| | 2/4990 [00:02<1:13:06, 1.14it/s]
|
307 |
0%| | 3/4990 [00:02<54:01, 1.54it/s]
|
308 |
0%| | 4/4990 [00:02<39:05, 2.13it/s]
|
309 |
0%| | 5/4990 [00:02<33:43, 2.46it/s]
|
310 |
0%| | 6/4990 [00:03<28:27, 2.92it/s]
|
311 |
0%| | 7/4990 [00:03<25:31, 3.25it/s]
|
312 |
0%| | 8/4990 [00:03<23:09, 3.58it/s]
|
313 |
0%| | 9/4990 [00:03<21:53, 3.79it/s]
|
314 |
0%| | 10/4990 [00:04<23:55, 3.47it/s]
|
315 |
0%| | 11/4990 [00:04<21:33, 3.85it/s]
|
316 |
0%| | 12/4990 [00:04<19:54, 4.17it/s]
|
317 |
0%| | 13/4990 [00:04<19:58, 4.15it/s]
|
318 |
0%| | 14/4990 [00:04<18:02, 4.60it/s]
|
319 |
0%| | 15/4990 [00:05<17:14, 4.81it/s]
|
320 |
0%| | 16/4990 [00:05<20:42, 4.00it/s]
|
321 |
0%| | 17/4990 [00:05<19:20, 4.28it/s]
|
322 |
0%| | 18/4990 [00:05<18:15, 4.54it/s]
|
323 |
0%| | 19/4990 [00:06<17:55, 4.62it/s]
|
324 |
0%| | 20/4990 [00:06<18:29, 4.48it/s]
|
325 |
0%| | 21/4990 [00:06<21:02, 3.94it/s]
|
326 |
0%| | 22/4990 [00:06<21:04, 3.93it/s]
|
327 |
0%| | 23/4990 [00:07<20:40, 4.00it/s]
|
328 |
0%| | 24/4990 [00:07<19:12, 4.31it/s]
|
329 |
1%| | 25/4990 [00:07<20:37, 4.01it/s]
|
330 |
1%| | 26/4990 [00:07<20:47, 3.98it/s]
|
331 |
1%| | 27/4990 [00:08<19:34, 4.23it/s]
|
332 |
1%| | 28/4990 [00:08<20:22, 4.06it/s]
|
333 |
1%| | 29/4990 [00:08<19:11, 4.31it/s]
|
334 |
1%| | 30/4990 [00:08<19:31, 4.23it/s]
|
335 |
1%| | 31/4990 [00:08<17:52, 4.63it/s]
|
336 |
1%| | 32/4990 [00:09<19:00, 4.35it/s]
|
337 |
1%| | 33/4990 [00:09<18:14, 4.53it/s]
|
338 |
1%| | 34/4990 [00:09<21:03, 3.92it/s]
|
339 |
1%| | 35/4990 [00:09<19:29, 4.24it/s]
|
340 |
1%| | 36/4990 [00:10<19:19, 4.27it/s]
|
341 |
1%| | 37/4990 [00:10<20:06, 4.10it/s]
|
342 |
1%| | 38/4990 [00:10<19:05, 4.32it/s]
|
343 |
1%| | 39/4990 [00:10<19:34, 4.21it/s]
|
344 |
1%| | 40/4990 [00:11<18:13, 4.53it/s]
|
345 |
1%| | 41/4990 [00:11<19:07, 4.31it/s]
|
346 |
1%| | 42/4990 [00:11<18:29, 4.46it/s]
|
347 |
1%| | 43/4990 [00:11<18:05, 4.56it/s]
|
348 |
1%| | 44/4990 [00:11<16:50, 4.89it/s]
|
349 |
1%| | 45/4990 [00:12<20:00, 4.12it/s]
|
350 |
1%| | 46/4990 [00:12<27:12, 3.03it/s]
|
351 |
1%| | 47/4990 [00:12<23:50, 3.45it/s]
|
352 |
1%| | 48/4990 [00:13<33:35, 2.45it/s]
|
353 |
1%| | 49/4990 [00:13<28:38, 2.88it/s]
|
354 |
1%| | 50/4990 [00:14<26:25, 3.12it/s]
|
355 |
1%| | 51/4990 [00:14<23:04, 3.57it/s]
|
356 |
1%| | 52/4990 [00:14<21:37, 3.81it/s]
|
357 |
1%| | 53/4990 [00:14<19:59, 4.12it/s]
|
358 |
1%| | 54/4990 [00:14<19:15, 4.27it/s]
|
359 |
1%| | 55/4990 [00:15<18:00, 4.57it/s]
|
360 |
1%| | 56/4990 [00:15<17:12, 4.78it/s]
|
361 |
1%| | 57/4990 [00:15<18:08, 4.53it/s]
|
362 |
1%| | 58/4990 [00:15<17:47, 4.62it/s]
|
363 |
1%| | 59/4990 [00:15<17:26, 4.71it/s]
|
364 |
1%| | 60/4990 [00:16<16:18, 5.04it/s]
|
365 |
1%| | 61/4990 [00:16<15:46, 5.21it/s]
|
366 |
1%| | 62/4990 [00:16<15:50, 5.18it/s]
|
367 |
1%|β | 63/4990 [00:16<18:57, 4.33it/s]
|
368 |
1%|β | 64/4990 [00:17<17:59, 4.56it/s]
|
369 |
1%|β | 65/4990 [00:17<19:15, 4.26it/s]
|
370 |
1%|β | 66/4990 [00:17<20:47, 3.95it/s]
|
371 |
1%|β | 67/4990 [00:17<19:35, 4.19it/s]
|
372 |
1%|β | 68/4990 [00:18<24:46, 3.31it/s]
|
373 |
1%|β | 69/4990 [00:18<22:55, 3.58it/s]
|
374 |
1%|β | 70/4990 [00:18<20:57, 3.91it/s]
|
375 |
1%|β | 71/4990 [00:18<22:39, 3.62it/s]
|
376 |
1%|β | 72/4990 [00:19<20:35, 3.98it/s]
|
377 |
1%|β | 73/4990 [00:19<20:37, 3.97it/s]
|
378 |
1%|β | 74/4990 [00:19<27:39, 2.96it/s]
|
379 |
2%|β | 75/4990 [00:20<24:16, 3.37it/s]
|
380 |
2%|β | 76/4990 [00:20<22:19, 3.67it/s]
|
381 |
2%|β | 77/4990 [00:20<20:46, 3.94it/s]
|
382 |
2%|β | 78/4990 [00:20<20:46, 3.94it/s]
|
383 |
2%|β | 79/4990 [00:21<18:28, 4.43it/s]
|
384 |
2%|β | 80/4990 [00:21<17:35, 4.65it/s]
|
385 |
2%|β | 81/4990 [00:21<17:10, 4.77it/s]
|
386 |
2%|β | 82/4990 [00:21<16:25, 4.98it/s]
|
387 |
2%|β | 83/4990 [00:21<16:03, 5.09it/s]
|
388 |
2%|β | 84/4990 [00:21<15:10, 5.39it/s]
|
389 |
2%|β | 85/4990 [00:22<16:10, 5.06it/s]
|
390 |
2%|β | 86/4990 [00:22<16:35, 4.93it/s]
|
391 |
2%|β | 87/4990 [00:22<16:18, 5.01it/s]
|
392 |
2%|β | 88/4990 [00:22<17:51, 4.57it/s]
|
393 |
2%|β | 89/4990 [00:22<16:46, 4.87it/s]
|
394 |
2%|β | 90/4990 [00:23<20:39, 3.95it/s]
|
395 |
2%|β | 91/4990 [00:23<19:12, 4.25it/s]
|
396 |
2%|β | 92/4990 [00:23<17:14, 4.73it/s]
|
397 |
2%|β | 93/4990 [00:23<16:22, 4.99it/s]
|
398 |
2%|β | 94/4990 [00:24<16:04, 5.07it/s]
|
399 |
2%|β | 95/4990 [00:24<14:52, 5.49it/s]
|
400 |
2%|β | 96/4990 [00:24<16:39, 4.90it/s]
|
401 |
2%|β | 97/4990 [00:24<16:26, 4.96it/s]
|
402 |
2%|β | 98/4990 [00:24<16:43, 4.87it/s]
|
403 |
2%|β | 99/4990 [00:25<18:01, 4.52it/s]
|
404 |
2%|β | 100/4990 [00:25<18:41, 4.36it/s]
|
405 |
2%|β | 101/4990 [00:25<17:23, 4.69it/s]
|
406 |
2%|β | 102/4990 [00:25<18:07, 4.50it/s]
|
407 |
2%|β | 103/4990 [00:26<17:30, 4.65it/s]
|
408 |
2%|β | 104/4990 [00:26<16:38, 4.89it/s]
|
409 |
2%|β | 105/4990 [00:26<18:38, 4.37it/s]
|
410 |
2%|β | 106/4990 [00:26<19:25, 4.19it/s]
|
411 |
2%|β | 107/4990 [00:26<18:51, 4.31it/s]
|
412 |
2%|β | 108/4990 [00:27<19:44, 4.12it/s]
|
413 |
2%|β | 109/4990 [00:27<19:06, 4.26it/s]
|
414 |
2%|β | 110/4990 [00:27<21:28, 3.79it/s]
|
415 |
2%|β | 111/4990 [00:28<24:21, 3.34it/s]
|
416 |
2%|β | 112/4990 [00:28<24:27, 3.32it/s]
|
417 |
2%|β | 113/4990 [00:28<23:45, 3.42it/s]
|
418 |
2%|β | 114/4990 [00:28<21:22, 3.80it/s]
|
419 |
2%|β | 115/4990 [00:29<19:27, 4.18it/s]
|
420 |
2%|β | 116/4990 [00:29<19:48, 4.10it/s]
|
421 |
2%|β | 117/4990 [00:29<19:08, 4.24it/s]
|
422 |
2%|β | 118/4990 [00:29<18:39, 4.35it/s]
|
423 |
2%|β | 119/4990 [00:30<18:23, 4.42it/s]
|
424 |
2%|β | 120/4990 [00:30<18:14, 4.45it/s]
|
425 |
2%|β | 121/4990 [00:30<18:55, 4.29it/s]
|
426 |
2%|β | 122/4990 [00:30<17:40, 4.59it/s]
|
427 |
2%|β | 123/4990 [00:30<17:21, 4.67it/s]
|
428 |
2%|β | 124/4990 [00:31<17:01, 4.76it/s]
|
429 |
3%|β | 125/4990 [00:31<16:52, 4.80it/s]
|
430 |
3%|β | 126/4990 [00:31<17:10, 4.72it/s]
|
431 |
3%|β | 127/4990 [00:31<16:50, 4.81it/s]
|
432 |
3%|β | 128/4990 [00:31<16:45, 4.83it/s]
|
433 |
3%|β | 129/4990 [00:32<21:17, 3.81it/s]
|
434 |
3%|β | 130/4990 [00:32<20:35, 3.94it/s]
|
435 |
3%|β | 131/4990 [00:32<18:22, 4.41it/s]
|
436 |
3%|β | 132/4990 [00:33<20:55, 3.87it/s]
|
437 |
3%|β | 133/4990 [00:33<20:29, 3.95it/s]
|
438 |
3%|β | 134/4990 [00:33<21:05, 3.84it/s]
|
439 |
3%|β | 135/4990 [00:33<18:52, 4.29it/s]
|
440 |
3%|β | 136/4990 [00:33<18:11, 4.45it/s]
|
441 |
3%|β | 137/4990 [00:34<20:37, 3.92it/s]
|
442 |
3%|β | 138/4990 [00:34<19:47, 4.09it/s]
|
443 |
3%|β | 139/4990 [00:34<20:04, 4.03it/s]
|
444 |
3%|β | 140/4990 [00:34<18:36, 4.35it/s]
|
445 |
3%|β | 141/4990 [00:35<17:43, 4.56it/s]
|
446 |
3%|β | 142/4990 [00:35<19:12, 4.21it/s]
|
447 |
3%|β | 143/4990 [00:35<19:47, 4.08it/s]
|
448 |
3%|β | 144/4990 [00:35<19:21, 4.17it/s]
|
449 |
3%|β | 145/4990 [00:36<19:02, 4.24it/s]
|
450 |
3%|β | 146/4990 [00:36<18:06, 4.46it/s]
|
451 |
3%|β | 147/4990 [00:36<17:49, 4.53it/s]
|
452 |
3%|β | 148/4990 [00:36<20:00, 4.03it/s]
|
453 |
3%|β | 149/4990 [00:37<18:22, 4.39it/s]
|
454 |
3%|β | 150/4990 [00:37<17:22, 4.64it/s]
|
455 |
3%|β | 151/4990 [00:37<18:27, 4.37it/s]
|
456 |
3%|β | 152/4990 [00:37<17:12, 4.69it/s]
|
457 |
3%|β | 153/4990 [00:37<16:54, 4.77it/s]
|
458 |
3%|β | 154/4990 [00:38<18:03, 4.46it/s]
|
459 |
3%|β | 155/4990 [00:38<19:43, 4.09it/s]
|
460 |
3%|β | 156/4990 [00:38<22:01, 3.66it/s]
|
461 |
3%|β | 157/4990 [00:38<20:19, 3.96it/s]
|
462 |
3%|β | 158/4990 [00:39<19:10, 4.20it/s]
|
463 |
3%|β | 159/4990 [00:39<18:20, 4.39it/s]
|
464 |
3%|β | 160/4990 [00:39<18:39, 4.32it/s]
|
465 |
3%|β | 161/4990 [00:39<19:23, 4.15it/s]
|
466 |
3%|β | 162/4990 [00:40<17:41, 4.55it/s]
|
467 |
3%|β | 163/4990 [00:40<18:25, 4.37it/s]
|
468 |
3%|β | 164/4990 [00:40<21:51, 3.68it/s]
|
469 |
3%|β | 165/4990 [00:40<19:57, 4.03it/s]
|
470 |
3%|β | 166/4990 [00:41<19:01, 4.23it/s]
|
471 |
3%|β | 167/4990 [00:41<17:33, 4.58it/s]
|
472 |
3%|β | 168/4990 [00:41<17:10, 4.68it/s]
|
473 |
3%|β | 169/4990 [00:41<17:50, 4.50it/s]
|
474 |
3%|β | 170/4990 [00:41<18:17, 4.39it/s]
|
475 |
3%|β | 171/4990 [00:42<24:41, 3.25it/s]
|
476 |
3%|β | 172/4990 [00:42<23:38, 3.40it/s]
|
477 |
3%|β | 173/4990 [00:42<20:14, 3.97it/s]
|
478 |
3%|β | 174/4990 [00:43<18:57, 4.23it/s]
|
479 |
4%|β | 175/4990 [00:43<20:35, 3.90it/s]
|
480 |
4%|β | 176/4990 [00:43<19:26, 4.13it/s]
|
481 |
4%|β | 177/4990 [00:43<18:45, 4.28it/s]
|
482 |
4%|β | 178/4990 [00:44<20:19, 3.95it/s]
|
483 |
4%|β | 179/4990 [00:44<21:27, 3.74it/s]
|
484 |
4%|β | 180/4990 [00:44<19:52, 4.03it/s]
|
485 |
4%|β | 181/4990 [00:44<22:13, 3.61it/s]
|
486 |
4%|β | 182/4990 [00:45<19:45, 4.06it/s]
|
487 |
4%|β | 183/4990 [00:45<20:41, 3.87it/s]
|
488 |
4%|β | 184/4990 [00:45<19:34, 4.09it/s]
|
489 |
4%|β | 185/4990 [00:45<19:21, 4.14it/s]
|
490 |
4%|β | 186/4990 [00:45<17:20, 4.62it/s]
|
491 |
4%|β | 187/4990 [00:46<17:39, 4.53it/s]
|
492 |
4%|β | 188/4990 [00:46<17:10, 4.66it/s]
|
493 |
4%|β | 189/4990 [00:46<18:32, 4.32it/s]
|
494 |
4%|β | 190/4990 [00:46<19:55, 4.01it/s]
|
495 |
4%|β | 191/4990 [00:47<23:30, 3.40it/s]
|
496 |
4%|β | 192/4990 [00:47<23:09, 3.45it/s]
|
497 |
4%|β | 193/4990 [00:47<21:29, 3.72it/s]
|
498 |
4%|β | 194/4990 [00:48<22:02, 3.63it/s]
|
499 |
4%|β | 195/4990 [00:48<23:06, 3.46it/s]
|
500 |
4%|β | 196/4990 [00:48<21:32, 3.71it/s]
|
501 |
4%|β | 197/4990 [00:48<21:32, 3.71it/s]
|
502 |
4%|β | 198/4990 [00:49<20:39, 3.87it/s]
|
503 |
4%|β | 199/4990 [00:49<20:48, 3.84it/s]
|
504 |
4%|β | 200/4990 [00:49<19:16, 4.14it/s]
|
505 |
4%|β | 201/4990 [00:49<19:27, 4.10it/s]
|
506 |
4%|β | 202/4990 [00:50<19:00, 4.20it/s]
|
507 |
4%|β | 203/4990 [00:50<18:21, 4.35it/s]
|
508 |
4%|β | 204/4990 [00:50<18:16, 4.36it/s]
|
509 |
4%|β | 205/4990 [00:50<17:52, 4.46it/s]
|
510 |
4%|β | 206/4990 [00:50<17:21, 4.59it/s]
|
511 |
4%|β | 207/4990 [00:51<16:07, 4.94it/s]
|
512 |
4%|β | 208/4990 [00:51<16:10, 4.93it/s]
|
513 |
4%|β | 209/4990 [00:51<16:33, 4.81it/s]
|
514 |
4%|β | 210/4990 [00:51<15:59, 4.98it/s]
|
515 |
4%|β | 211/4990 [00:52<25:45, 3.09it/s]
|
516 |
4%|β | 212/4990 [00:52<23:35, 3.38it/s]
|
517 |
4%|β | 213/4990 [00:52<21:35, 3.69it/s]
|
518 |
4%|β | 214/4990 [00:53<23:16, 3.42it/s]
|
519 |
4%|β | 215/4990 [00:53<20:58, 3.79it/s]
|
520 |
4%|β | 216/4990 [00:53<18:47, 4.24it/s]
|
521 |
4%|β | 217/4990 [00:53<17:22, 4.58it/s]
|
522 |
4%|β | 218/4990 [00:53<18:10, 4.37it/s]
|
523 |
4%|β | 219/4990 [00:54<17:11, 4.63it/s]
|
524 |
4%|β | 220/4990 [00:54<17:52, 4.45it/s]
|
525 |
4%|β | 221/4990 [00:54<17:02, 4.66it/s]
|
526 |
4%|β | 222/4990 [00:54<16:22, 4.85it/s]
|
527 |
4%|β | 223/4990 [00:54<17:37, 4.51it/s]
|
528 |
4%|β | 224/4990 [00:55<17:47, 4.46it/s]
|
529 |
5%|β | 225/4990 [00:55<16:55, 4.69it/s]
|
530 |
5%|β | 226/4990 [00:55<17:00, 4.67it/s]
|
531 |
5%|β | 227/4990 [00:55<18:54, 4.20it/s]
|
532 |
5%|β | 228/4990 [00:56<18:35, 4.27it/s]
|
533 |
5%|β | 229/4990 [00:56<17:09, 4.63it/s]
|
534 |
5%|β | 230/4990 [00:56<15:59, 4.96it/s]
|
535 |
5%|β | 231/4990 [00:56<16:38, 4.77it/s]
|
536 |
5%|β | 232/4990 [00:56<18:05, 4.38it/s]
|
537 |
5%|β | 233/4990 [00:57<19:07, 4.15it/s]
|
538 |
5%|β | 234/4990 [00:57<18:25, 4.30it/s]
|
539 |
5%|β | 235/4990 [00:57<17:20, 4.57it/s]
|
540 |
5%|β | 236/4990 [00:57<16:46, 4.72it/s]
|
541 |
5%|β | 237/4990 [00:58<19:32, 4.06it/s]
|
542 |
5%|β | 238/4990 [00:58<17:53, 4.43it/s]
|
543 |
5%|β | 239/4990 [00:58<19:00, 4.17it/s]
|
544 |
5%|β | 240/4990 [00:58<19:40, 4.02it/s]
|
545 |
5%|β | 241/4990 [00:59<20:14, 3.91it/s]
|
546 |
5%|β | 242/4990 [00:59<20:07, 3.93it/s]
|
547 |
5%|β | 243/4990 [00:59<19:07, 4.14it/s]
|
548 |
5%|β | 244/4990 [00:59<18:07, 4.37it/s]
|
549 |
5%|β | 245/4990 [01:00<17:58, 4.40it/s]
|
550 |
5%|β | 246/4990 [01:00<17:06, 4.62it/s]
|
551 |
5%|β | 247/4990 [01:00<20:01, 3.95it/s]
|
552 |
5%|β | 248/4990 [01:00<19:19, 4.09it/s]
|
553 |
5%|β | 249/4990 [01:00<17:50, 4.43it/s]
|
554 |
5%|β | 250/4990 [01:01<16:28, 4.80it/s]
|
555 |
5%|β | 251/4990 [01:01<18:48, 4.20it/s]
|
556 |
5%|β | 252/4990 [01:01<18:18, 4.31it/s]
|
557 |
5%|β | 253/4990 [01:01<17:14, 4.58it/s]
|
558 |
5%|β | 254/4990 [01:02<17:34, 4.49it/s]
|
559 |
5%|β | 255/4990 [01:02<17:32, 4.50it/s]
|
560 |
5%|β | 256/4990 [01:02<17:43, 4.45it/s]
|
561 |
5%|β | 257/4990 [01:02<18:13, 4.33it/s]
|
562 |
5%|β | 258/4990 [01:03<18:56, 4.16it/s]
|
563 |
5%|β | 259/4990 [01:03<19:21, 4.07it/s]
|
564 |
5%|β | 260/4990 [01:03<18:16, 4.32it/s]
|
565 |
5%|β | 261/4990 [01:03<18:59, 4.15it/s]
|
566 |
5%|β | 262/4990 [01:04<18:57, 4.16it/s]
|
567 |
5%|β | 263/4990 [01:04<16:55, 4.66it/s]
|
568 |
5%|β | 264/4990 [01:04<18:45, 4.20it/s]
|
569 |
5%|β | 265/4990 [01:04<17:56, 4.39it/s]
|
570 |
5%|β | 266/4990 [01:04<19:42, 3.99it/s]
|
571 |
5%|β | 267/4990 [01:05<18:13, 4.32it/s]
|
572 |
5%|β | 268/4990 [01:05<18:17, 4.30it/s]
|
573 |
5%|β | 269/4990 [01:05<17:08, 4.59it/s]
|
574 |
5%|β | 270/4990 [01:05<19:52, 3.96it/s]
|
575 |
5%|β | 271/4990 [01:06<18:46, 4.19it/s]
|
576 |
5%|β | 272/4990 [01:06<17:29, 4.50it/s]
|
577 |
5%|β | 273/4990 [01:06<15:47, 4.98it/s]
|
578 |
5%|β | 274/4990 [01:06<16:52, 4.66it/s]
|
579 |
6%|β | 275/4990 [01:06<16:38, 4.72it/s]
|
580 |
6%|β | 276/4990 [01:07<16:59, 4.63it/s]
|
581 |
6%|β | 277/4990 [01:07<16:58, 4.63it/s]
|
582 |
6%|β | 278/4990 [01:07<19:29, 4.03it/s]
|
583 |
6%|β | 279/4990 [01:07<18:14, 4.31it/s]
|
584 |
6%|β | 280/4990 [01:08<17:08, 4.58it/s]
|
585 |
6%|β | 281/4990 [01:08<18:38, 4.21it/s]
|
586 |
6%|β | 282/4990 [01:08<18:20, 4.28it/s]
|
587 |
6%|β | 283/4990 [01:08<18:05, 4.34it/s]
|
588 |
6%|β | 284/4990 [01:09<26:46, 2.93it/s]
|
589 |
6%|β | 285/4990 [01:09<23:57, 3.27it/s]
|
590 |
6%|β | 286/4990 [01:09<24:08, 3.25it/s]
|
591 |
6%|β | 287/4990 [01:10<21:24, 3.66it/s]
|
592 |
6%|β | 288/4990 [01:10<21:50, 3.59it/s]
|
593 |
6%|β | 289/4990 [01:10<24:11, 3.24it/s]
|
594 |
6%|β | 290/4990 [01:10<21:35, 3.63it/s]
|
595 |
6%|β | 291/4990 [01:11<19:00, 4.12it/s]
|
596 |
6%|β | 292/4990 [01:11<16:52, 4.64it/s]
|
597 |
6%|β | 293/4990 [01:11<20:28, 3.82it/s]
|
598 |
6%|β | 294/4990 [01:11<19:33, 4.00it/s]
|
599 |
6%|β | 295/4990 [01:12<18:02, 4.34it/s]
|
600 |
6%|β | 296/4990 [01:12<21:30, 3.64it/s]
|
601 |
6%|β | 297/4990 [01:12<19:57, 3.92it/s]
|
602 |
6%|β | 298/4990 [01:12<18:42, 4.18it/s]
|
603 |
6%|β | 299/4990 [01:13<17:38, 4.43it/s]
|
604 |
6%|β | 300/4990 [01:13<19:28, 4.01it/s]
|
605 |
6%|β | 301/4990 [01:13<17:54, 4.36it/s]
|
606 |
6%|β | 302/4990 [01:13<20:13, 3.86it/s]
|
607 |
6%|β | 303/4990 [01:14<19:54, 3.92it/s]
|
608 |
6%|β | 304/4990 [01:14<17:57, 4.35it/s]
|
609 |
6%|β | 305/4990 [01:14<16:21, 4.77it/s]
|
610 |
6%|β | 306/4990 [01:14<16:41, 4.68it/s]
|
611 |
6%|β | 307/4990 [01:15<20:42, 3.77it/s]
|
612 |
6%|β | 308/4990 [01:15<19:57, 3.91it/s]
|
613 |
6%|β | 309/4990 [01:15<19:21, 4.03it/s]
|
614 |
6%|β | 310/4990 [01:15<20:37, 3.78it/s]
|
615 |
6%|β | 311/4990 [01:16<19:05, 4.08it/s]
|
616 |
6%|β | 312/4990 [01:16<18:20, 4.25it/s]
|
617 |
6%|β | 313/4990 [01:16<18:18, 4.26it/s]
|
618 |
6%|β | 314/4990 [01:16<21:30, 3.62it/s]
|
619 |
6%|β | 315/4990 [01:17<24:15, 3.21it/s]
|
620 |
6%|β | 316/4990 [01:17<21:34, 3.61it/s]
|
621 |
6%|β | 317/4990 [01:17<19:36, 3.97it/s]
|
622 |
6%|β | 318/4990 [01:17<18:45, 4.15it/s]
|
623 |
6%|β | 319/4990 [01:18<20:36, 3.78it/s]
|
624 |
6%|β | 320/4990 [01:18<19:26, 4.00it/s]
|
625 |
6%|β | 321/4990 [01:18<25:04, 3.10it/s]
|
626 |
6%|β | 322/4990 [01:19<24:58, 3.11it/s]
|
627 |
6%|β | 323/4990 [01:19<22:10, 3.51it/s]
|
628 |
6%|β | 324/4990 [01:19<19:27, 4.00it/s]
|
629 |
7%|β | 325/4990 [01:19<17:53, 4.35it/s]
|
630 |
7%|β | 326/4990 [01:19<17:38, 4.41it/s]
|
631 |
7%|β | 327/4990 [01:20<17:05, 4.55it/s]
|
632 |
7%|β | 328/4990 [01:20<17:18, 4.49it/s]
|
633 |
7%|β | 329/4990 [01:20<16:25, 4.73it/s]
|
634 |
7%|β | 330/4990 [01:20<16:40, 4.66it/s]
|
635 |
7%|β | 331/4990 [01:21<16:54, 4.59it/s]
|
636 |
7%|β | 332/4990 [01:21<17:27, 4.45it/s]
|
637 |
7%|β | 333/4990 [01:21<16:18, 4.76it/s]
|
638 |
7%|β | 334/4990 [01:21<17:52, 4.34it/s]
|
639 |
7%|β | 335/4990 [01:21<17:09, 4.52it/s]
|
640 |
7%|β | 336/4990 [01:22<17:30, 4.43it/s]
|
641 |
7%|β | 337/4990 [01:22<16:29, 4.70it/s]
|
642 |
7%|β | 338/4990 [01:22<17:02, 4.55it/s]
|
643 |
7%|β | 339/4990 [01:22<15:53, 4.88it/s]
|
644 |
7%|β | 340/4990 [01:23<17:00, 4.56it/s]
|
645 |
7%|β | 341/4990 [01:23<17:57, 4.32it/s]
|
646 |
7%|β | 342/4990 [01:23<16:47, 4.61it/s]
|
647 |
7%|β | 343/4990 [01:23<16:39, 4.65it/s]
|
648 |
7%|β | 344/4990 [01:23<18:49, 4.11it/s]
|
649 |
7%|β | 345/4990 [01:24<18:24, 4.21it/s]
|
650 |
7%|β | 346/4990 [01:24<18:25, 4.20it/s]
|
651 |
7%|β | 347/4990 [01:24<17:49, 4.34it/s]
|
652 |
7%|β | 348/4990 [01:25<21:54, 3.53it/s]
|
653 |
7%|β | 349/4990 [01:25<19:46, 3.91it/s]
|
654 |
7%|β | 350/4990 [01:25<18:34, 4.16it/s]
|
655 |
7%|β | 351/4990 [01:25<19:12, 4.02it/s]
|
656 |
7%|β | 352/4990 [01:25<18:44, 4.13it/s]
|
657 |
7%|β | 353/4990 [01:26<18:56, 4.08it/s]
|
658 |
7%|β | 354/4990 [01:26<21:46, 3.55it/s]
|
659 |
7%|β | 355/4990 [01:26<20:01, 3.86it/s]
|
660 |
7%|β | 356/4990 [01:27<19:21, 3.99it/s]
|
661 |
7%|β | 357/4990 [01:27<21:47, 3.54it/s]
|
662 |
7%|β | 358/4990 [01:27<21:37, 3.57it/s]
|
663 |
7%|β | 359/4990 [01:27<19:00, 4.06it/s]
|
664 |
7%|β | 360/4990 [01:28<25:44, 3.00it/s]
|
665 |
7%|β | 361/4990 [01:28<23:24, 3.29it/s]
|
666 |
7%|β | 362/4990 [01:28<20:57, 3.68it/s]
|
667 |
7%|β | 363/4990 [01:29<20:22, 3.78it/s]
|
668 |
7%|β | 364/4990 [01:29<19:54, 3.87it/s]
|
669 |
7%|β | 365/4990 [01:29<19:25, 3.97it/s]
|
670 |
7%|β | 366/4990 [01:29<19:23, 3.97it/s]
|
671 |
7%|β | 367/4990 [01:29<18:34, 4.15it/s]
|
672 |
7%|β | 368/4990 [01:30<18:03, 4.27it/s]
|
673 |
7%|β | 369/4990 [01:30<17:28, 4.41it/s]
|
674 |
7%|β | 370/4990 [01:30<17:11, 4.48it/s]
|
675 |
7%|β | 371/4990 [01:30<16:11, 4.75it/s]
|
676 |
7%|β | 372/4990 [01:31<17:34, 4.38it/s]
|
677 |
7%|β | 373/4990 [01:31<17:19, 4.44it/s]
|
678 |
7%|β | 374/4990 [01:31<16:00, 4.81it/s]
|
679 |
8%|β | 375/4990 [01:31<20:11, 3.81it/s]
|
680 |
8%|β | 376/4990 [01:32<18:32, 4.15it/s]
|
681 |
8%|β | 377/4990 [01:32<21:20, 3.60it/s]
|
682 |
8%|β | 378/4990 [01:32<22:36, 3.40it/s]
|
683 |
8%|β | 379/4990 [01:32<19:44, 3.89it/s]
|
684 |
8%|β | 380/4990 [01:33<18:59, 4.04it/s]
|
685 |
8%|β | 381/4990 [01:33<17:49, 4.31it/s]
|
686 |
8%|β | 382/4990 [01:33<16:58, 4.52it/s]
|
687 |
8%|β | 383/4990 [01:33<20:43, 3.70it/s]
|
688 |
8%|β | 384/4990 [01:34<21:08, 3.63it/s]
|
689 |
8%|β | 385/4990 [01:34<20:09, 3.81it/s]
|
690 |
8%|β | 386/4990 [01:34<18:26, 4.16it/s]
|
691 |
8%|β | 387/4990 [01:34<19:58, 3.84it/s]
|
692 |
8%|β | 388/4990 [01:35<18:16, 4.20it/s]
|
693 |
8%|β | 389/4990 [01:35<17:09, 4.47it/s]
|
694 |
8%|β | 390/4990 [01:35<18:00, 4.26it/s]
|
695 |
8%|β | 391/4990 [01:35<16:30, 4.64it/s]
|
696 |
8%|β | 392/4990 [01:35<16:33, 4.63it/s]
|
697 |
8%|β | 393/4990 [01:36<16:58, 4.51it/s]
|
698 |
8%|β | 394/4990 [01:36<17:21, 4.41it/s]
|
699 |
8%|β | 395/4990 [01:36<18:14, 4.20it/s]
|
700 |
8%|β | 396/4990 [01:36<17:54, 4.28it/s]
|
701 |
8%|β | 397/4990 [01:37<20:00, 3.83it/s]
|
702 |
8%|β | 398/4990 [01:37<20:57, 3.65it/s]
|
703 |
8%|β | 399/4990 [01:37<19:37, 3.90it/s]
|
704 |
8%|β | 400/4990 [01:37<18:17, 4.18it/s]
|
705 |
8%|β | 401/4990 [01:38<18:32, 4.13it/s]
|
706 |
8%|β | 402/4990 [01:38<18:10, 4.21it/s]
|
707 |
8%|β | 403/4990 [01:38<18:13, 4.19it/s]
|
708 |
8%|β | 404/4990 [01:38<19:41, 3.88it/s]
|
709 |
8%|β | 405/4990 [01:39<18:10, 4.20it/s]
|
710 |
8%|β | 406/4990 [01:39<16:23, 4.66it/s]
|
711 |
8%|β | 407/4990 [01:39<15:40, 4.87it/s]
|
712 |
8%|β | 408/4990 [01:39<15:57, 4.78it/s]
|
713 |
8%|β | 409/4990 [01:39<15:38, 4.88it/s]
|
714 |
8%|β | 410/4990 [01:40<15:00, 5.09it/s]
|
715 |
8%|β | 411/4990 [01:40<15:47, 4.83it/s]
|
716 |
8%|β | 412/4990 [01:40<14:47, 5.16it/s]
|
717 |
8%|β | 413/4990 [01:40<15:18, 4.98it/s]
|
718 |
8%|β | 414/4990 [01:40<16:28, 4.63it/s]
|
719 |
8%|β | 415/4990 [01:41<16:20, 4.67it/s]
|
720 |
8%|β | 416/4990 [01:41<20:33, 3.71it/s]
|
721 |
8%|β | 417/4990 [01:41<19:17, 3.95it/s]
|
722 |
8%|β | 418/4990 [01:42<19:57, 3.82it/s]
|
723 |
8%|β | 419/4990 [01:42<19:16, 3.95it/s]
|
724 |
8%|β | 420/4990 [01:42<22:02, 3.46it/s]
|
725 |
8%|β | 421/4990 [01:42<19:53, 3.83it/s]
|
726 |
8%|β | 422/4990 [01:43<19:13, 3.96it/s]
|
727 |
8%|β | 423/4990 [01:43<31:34, 2.41it/s]
|
728 |
8%|β | 424/4990 [01:44<27:52, 2.73it/s]
|
729 |
9%|β | 425/4990 [01:44<25:42, 2.96it/s]
|
730 |
9%|β | 426/4990 [01:44<23:08, 3.29it/s]
|
731 |
9%|β | 427/4990 [01:45<25:01, 3.04it/s]
|
732 |
9%|β | 428/4990 [01:45<23:55, 3.18it/s]
|
733 |
9%|β | 429/4990 [01:45<22:57, 3.31it/s]
|
734 |
9%|β | 430/4990 [01:45<21:47, 3.49it/s]
|
735 |
9%|β | 431/4990 [01:46<19:17, 3.94it/s]
|
736 |
9%|β | 432/4990 [01:46<18:49, 4.03it/s]
|
737 |
9%|β | 433/4990 [01:46<19:46, 3.84it/s]
|
738 |
9%|β | 434/4990 [01:46<19:31, 3.89it/s]
|
739 |
9%|β | 435/4990 [01:47<19:29, 3.90it/s]
|
740 |
9%|β | 436/4990 [01:47<18:44, 4.05it/s]
|
741 |
9%|β | 437/4990 [01:47<18:11, 4.17it/s]
|
742 |
9%|β | 438/4990 [01:47<17:39, 4.30it/s]
|
743 |
9%|β | 439/4990 [01:47<16:36, 4.57it/s]
|
744 |
9%|β | 440/4990 [01:48<16:42, 4.54it/s]
|
745 |
9%|β | 441/4990 [01:48<15:52, 4.78it/s]
|
746 |
9%|β | 442/4990 [01:48<15:44, 4.82it/s]
|
747 |
9%|β | 443/4990 [01:48<16:26, 4.61it/s]
|
748 |
9%|β | 444/4990 [01:48<15:30, 4.88it/s]
|
749 |
9%|β | 445/4990 [01:49<15:50, 4.78it/s]
|
750 |
9%|β | 446/4990 [01:49<16:05, 4.71it/s]
|
751 |
9%|β | 447/4990 [01:49<16:00, 4.73it/s]
|
752 |
9%|β | 448/4990 [01:49<15:47, 4.80it/s]
|
753 |
9%|β | 449/4990 [01:50<16:36, 4.56it/s]
|
754 |
9%|β | 450/4990 [01:50<17:59, 4.20it/s]
|
755 |
9%|β | 451/4990 [01:50<17:28, 4.33it/s]
|
756 |
9%|β | 452/4990 [01:50<18:42, 4.04it/s]
|
757 |
9%|β | 453/4990 [01:50<17:46, 4.25it/s]
|
758 |
9%|β | 454/4990 [01:51<16:56, 4.46it/s]
|
759 |
9%|β | 455/4990 [01:51<15:19, 4.93it/s]
|
760 |
9%|β | 456/4990 [01:51<16:12, 4.66it/s]
|
761 |
9%|β | 457/4990 [01:51<16:12, 4.66it/s]
|
762 |
9%|β | 458/4990 [01:51<15:36, 4.84it/s]
|
763 |
9%|β | 459/4990 [01:52<15:01, 5.03it/s]
|
764 |
9%|β | 460/4990 [01:52<15:43, 4.80it/s]
|
765 |
9%|β | 461/4990 [01:52<14:59, 5.04it/s]
|
766 |
9%|β | 462/4990 [01:52<14:54, 5.06it/s]
|
767 |
9%|β | 463/4990 [01:52<14:54, 5.06it/s]
|
768 |
9%|β | 464/4990 [01:53<14:18, 5.27it/s]
|
769 |
9%|β | 465/4990 [01:53<14:20, 5.26it/s]
|
770 |
9%|β | 466/4990 [01:53<16:22, 4.61it/s]
|
771 |
9%|β | 467/4990 [01:53<17:28, 4.31it/s]
|
772 |
9%|β | 468/4990 [01:54<16:50, 4.48it/s]
|
773 |
9%|β | 469/4990 [01:54<16:32, 4.56it/s]
|
774 |
9%|β | 470/4990 [01:54<16:12, 4.65it/s]
|
775 |
9%|β | 471/4990 [01:54<15:48, 4.77it/s]
|
776 |
9%|β | 472/4990 [01:54<15:39, 4.81it/s]
|
777 |
9%|β | 473/4990 [01:55<17:07, 4.40it/s]
|
778 |
9%|β | 474/4990 [01:55<16:56, 4.44it/s]
|
779 |
10%|β | 475/4990 [01:55<15:53, 4.73it/s]
|
780 |
10%|β | 476/4990 [01:55<16:10, 4.65it/s]
|
781 |
10%|β | 477/4990 [01:55<14:48, 5.08it/s]
|
782 |
10%|β | 478/4990 [01:56<15:06, 4.98it/s]
|
783 |
10%|β | 479/4990 [01:56<16:19, 4.60it/s]
|
784 |
10%|β | 480/4990 [01:56<20:10, 3.73it/s]
|
785 |
10%|β | 481/4990 [01:56<18:18, 4.10it/s]
|
786 |
10%|β | 482/4990 [01:57<17:50, 4.21it/s]
|
787 |
10%|β | 483/4990 [01:57<18:20, 4.09it/s]
|
788 |
10%|β | 484/4990 [01:57<18:05, 4.15it/s]
|
789 |
10%|β | 485/4990 [01:57<17:24, 4.32it/s]
|
790 |
10%|β | 486/4990 [01:58<18:36, 4.03it/s]
|
791 |
10%|β | 487/4990 [01:58<18:48, 3.99it/s]
|
792 |
10%|β | 488/4990 [01:58<17:01, 4.41it/s]
|
793 |
10%|β | 489/4990 [01:58<18:50, 3.98it/s]
|
794 |
10%|β | 490/4990 [01:59<18:55, 3.96it/s]
|
795 |
10%|β | 491/4990 [01:59<17:51, 4.20it/s]
|
796 |
10%|β | 492/4990 [01:59<20:24, 3.67it/s]
|
797 |
10%|β | 493/4990 [01:59<19:10, 3.91it/s]
|
798 |
10%|β | 494/4990 [02:00<28:08, 2.66it/s]
|
799 |
10%|β | 495/4990 [02:00<24:55, 3.01it/s]
|
800 |
10%|β | 496/4990 [02:01<23:38, 3.17it/s]
|
801 |
10%|β | 497/4990 [02:01<21:36, 3.47it/s]
|
802 |
10%|β | 498/4990 [02:01<20:01, 3.74it/s]
|
803 |
10%|β | 499/4990 [02:01<18:19, 4.08it/s][INFO|trainer.py:811] 2024-09-05 22:46:40,950 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
|
804 |
+
[INFO|trainer.py:3819] 2024-09-05 22:46:40,953 >>
|
805 |
+
***** Running Evaluation *****
|
806 |
+
[INFO|trainer.py:3821] 2024-09-05 22:46:40,953 >> Num examples = 6810
|
807 |
+
[INFO|trainer.py:3824] 2024-09-05 22:46:40,953 >> Batch size = 8
|
808 |
+
|
809 |
+
|
810 |
0%| | 0/852 [00:00<?, ?it/s][A
|
811 |
+
|
812 |
1%| | 10/852 [00:00<00:09, 92.13it/s][A
|
813 |
+
|
814 |
2%|β | 20/852 [00:00<00:10, 83.09it/s][A
|
815 |
+
|
816 |
3%|β | 29/852 [00:00<00:10, 80.96it/s][A
|
817 |
+
|
818 |
4%|β | 38/852 [00:00<00:10, 79.95it/s][A
|
819 |
+
|
820 |
6%|β | 47/852 [00:00<00:09, 80.68it/s][A
|
821 |
+
|
822 |
7%|β | 56/852 [00:00<00:09, 82.11it/s][A
|
823 |
+
|
824 |
8%|β | 65/852 [00:00<00:09, 81.29it/s][A
|
825 |
+
|
826 |
9%|β | 74/852 [00:00<00:09, 80.27it/s][A
|
827 |
+
|
828 |
10%|β | 83/852 [00:01<00:09, 80.29it/s][A
|
829 |
+
|
830 |
11%|β | 92/852 [00:01<00:09, 80.69it/s][A
|
831 |
+
|
832 |
12%|ββ | 101/852 [00:01<00:09, 80.35it/s][A
|
833 |
+
|
834 |
13%|ββ | 110/852 [00:01<00:09, 80.34it/s][A
|
835 |
+
|
836 |
14%|ββ | 119/852 [00:01<00:09, 81.26it/s][A
|
837 |
+
|
838 |
15%|ββ | 128/852 [00:01<00:09, 77.90it/s][A
|
839 |
+
|
840 |
16%|ββ | 137/852 [00:01<00:09, 77.65it/s][A
|
841 |
+
|
842 |
17%|ββ | 146/852 [00:01<00:08, 79.18it/s][A
|
843 |
+
|
844 |
18%|ββ | 154/852 [00:01<00:08, 79.13it/s][A
|
845 |
+
|
846 |
19%|ββ | 163/852 [00:02<00:08, 80.56it/s][A
|
847 |
+
|
848 |
20%|ββ | 172/852 [00:02<00:08, 81.35it/s][A
|
849 |
+
|
850 |
21%|ββ | 181/852 [00:02<00:08, 81.29it/s][A
|
851 |
+
|
852 |
22%|βββ | 190/852 [00:02<00:08, 81.87it/s][A
|
853 |
+
|
854 |
23%|βββ | 199/852 [00:02<00:08, 81.13it/s][A
|
855 |
+
|
856 |
24%|βββ | 208/852 [00:02<00:08, 79.64it/s][A
|
857 |
+
|
858 |
25%|βββ | 217/852 [00:02<00:07, 80.28it/s][A
|
859 |
+
|
860 |
27%|βββ | 226/852 [00:02<00:07, 80.94it/s][A
|
861 |
+
|
862 |
28%|βββ | 235/852 [00:02<00:07, 81.14it/s][A
|
863 |
+
|
864 |
29%|βββ | 244/852 [00:03<00:07, 78.91it/s][A
|
865 |
+
|
866 |
30%|βββ | 253/852 [00:03<00:07, 81.38it/s][A
|
867 |
+
|
868 |
31%|βββ | 262/852 [00:03<00:07, 82.99it/s][A
|
869 |
+
|
870 |
32%|ββββ | 271/852 [00:03<00:07, 82.27it/s][A
|
871 |
+
|
872 |
33%|ββββ | 280/852 [00:03<00:07, 73.21it/s][A
|
873 |
+
|
874 |
34%|ββββ | 288/852 [00:03<00:07, 74.75it/s][A
|
875 |
+
|
876 |
35%|ββββ | 297/852 [00:03<00:07, 76.92it/s][A
|
877 |
+
|
878 |
36%|ββββ | 306/852 [00:03<00:06, 79.20it/s][A
|
879 |
+
|
880 |
37%|ββββ | 315/852 [00:03<00:06, 78.62it/s][A
|
881 |
+
|
882 |
38%|ββββ | 324/852 [00:04<00:06, 79.99it/s][A
|
883 |
+
|
884 |
39%|ββββ | 333/852 [00:04<00:06, 80.76it/s][A
|
885 |
+
|
886 |
40%|ββββ | 342/852 [00:04<00:06, 82.32it/s][A
|
887 |
+
|
888 |
41%|ββββ | 351/852 [00:04<00:06, 83.01it/s][A
|
889 |
+
|
890 |
42%|βββββ | 360/852 [00:04<00:06, 79.91it/s][A
|
891 |
+
|
892 |
43%|βββββ | 369/852 [00:04<00:06, 80.40it/s][A
|
893 |
+
|
894 |
44%|βββββ | 378/852 [00:04<00:05, 80.95it/s][A
|
895 |
+
|
896 |
45%|βββββ | 387/852 [00:04<00:05, 80.69it/s][A
|
897 |
+
|
898 |
46%|βββββ | 396/852 [00:04<00:05, 81.56it/s][A
|
899 |
+
|
900 |
48%|βββββ | 405/852 [00:05<00:05, 79.23it/s][A
|
901 |
+
|
902 |
49%|βββββ | 414/852 [00:05<00:05, 80.26it/s][A
|
903 |
+
|
904 |
50%|βββββ | 423/852 [00:05<00:05, 81.17it/s][A
|
905 |
+
|
906 |
51%|βββββ | 432/852 [00:05<00:05, 80.47it/s][A
|
907 |
+
|
908 |
52%|ββββββ | 441/852 [00:05<00:04, 82.22it/s][A
|
909 |
+
|
910 |
53%|ββββββ | 450/852 [00:05<00:04, 82.08it/s][A
|
911 |
+
|
912 |
54%|ββββββ | 459/852 [00:05<00:04, 82.69it/s][A
|
913 |
+
|
914 |
55%|ββββββ | 468/852 [00:05<00:04, 79.57it/s][A
|
915 |
+
|
916 |
56%|ββββββ | 476/852 [00:05<00:04, 76.48it/s][A
|
917 |
+
|
918 |
57%|ββββββ | 484/852 [00:06<00:04, 76.69it/s][A
|
919 |
+
|
920 |
58%|ββββββ | 493/852 [00:06<00:04, 79.25it/s][A
|
921 |
+
|
922 |
59%|ββββββ | 502/852 [00:06<00:04, 81.12it/s][A
|
923 |
+
|
924 |
60%|ββββββ | 511/852 [00:06<00:04, 81.53it/s][A
|
925 |
+
|
926 |
61%|ββββββ | 520/852 [00:06<00:04, 82.38it/s][A
|
927 |
+
|
928 |
62%|βββββββ | 529/852 [00:06<00:04, 80.16it/s][A
|
929 |
+
|
930 |
63%|βββββββ | 538/852 [00:06<00:03, 81.91it/s][A
|
931 |
+
|
932 |
64%|βββββββ | 547/852 [00:06<00:03, 81.08it/s][A
|
933 |
+
|
934 |
65%|βββββββ | 556/852 [00:06<00:03, 78.18it/s][A
|
935 |
+
|
936 |
66%|βββββββ | 565/852 [00:07<00:03, 80.35it/s][A
|
937 |
+
|
938 |
67%|βββββββ | 574/852 [00:07<00:03, 81.19it/s][A
|
939 |
+
|
940 |
68%|βββββββ | 583/852 [00:07<00:03, 80.70it/s][A
|
941 |
+
|
942 |
69%|βββββββ | 592/852 [00:07<00:03, 80.43it/s][A
|
943 |
+
|
944 |
71%|βββββββ | 601/852 [00:07<00:03, 80.49it/s][A
|
945 |
+
|
946 |
72%|ββββββββ | 610/852 [00:07<00:02, 80.86it/s][A
|
947 |
+
|
948 |
73%|ββββββββ | 619/852 [00:07<00:02, 79.04it/s][A
|
949 |
+
|
950 |
74%|ββββββββ | 627/852 [00:07<00:02, 78.94it/s][A
|
951 |
+
|
952 |
75%|ββββββββ | 635/852 [00:07<00:02, 78.41it/s][A
|
953 |
+
|
954 |
75%|ββββββββ | 643/852 [00:08<00:02, 76.41it/s][A
|
955 |
+
|
956 |
77%|ββββββββ | 652/852 [00:08<00:02, 78.97it/s][A
|
957 |
+
|
958 |
78%|ββββββββ | 661/852 [00:08<00:02, 80.15it/s][A
|
959 |
+
|
960 |
79%|ββββββββ | 670/852 [00:08<00:02, 80.54it/s][A
|
961 |
+
|
962 |
80%|ββββββββ | 679/852 [00:08<00:02, 80.46it/s][A
|
963 |
+
|
964 |
81%|ββββββββ | 688/852 [00:08<00:02, 81.20it/s][A
|
965 |
+
|
966 |
82%|βββββββββ | 697/852 [00:08<00:01, 81.93it/s][A
|
967 |
+
|
968 |
83%|βββββββββ | 706/852 [00:08<00:01, 83.09it/s][A
|
969 |
+
|
970 |
84%|βββββββββ | 715/852 [00:08<00:01, 83.40it/s][A
|
971 |
+
|
972 |
85%|βββββββββ | 724/852 [00:09<00:01, 82.90it/s][A
|
973 |
+
|
974 |
86%|βββββββββ | 733/852 [00:09<00:01, 83.77it/s][A
|
975 |
+
|
976 |
87%|βββββββββ | 742/852 [00:09<00:01, 84.34it/s][A
|
977 |
+
|
978 |
88%|βββββββββ | 751/852 [00:09<00:01, 83.18it/s][A
|
979 |
+
|
980 |
89%|βββββββββ | 760/852 [00:09<00:01, 84.50it/s][A
|
981 |
+
|
982 |
90%|βββββββββ | 769/852 [00:09<00:01, 82.87it/s][A
|
983 |
+
|
984 |
91%|ββββββββββ| 778/852 [00:09<00:00, 82.40it/s][A
|
985 |
+
|
986 |
92%|ββββββββββ| 787/852 [00:09<00:00, 81.73it/s][A
|
987 |
+
|
988 |
93%|ββββββββββ| 796/852 [00:09<00:00, 82.64it/s][A
|
989 |
+
|
990 |
94%|ββββββββββ| 805/852 [00:09<00:00, 83.74it/s][A
|
991 |
+
|
992 |
96%|ββββββββββ| 814/852 [00:10<00:00, 82.67it/s][A
|
993 |
+
|
994 |
97%|ββββββββββ| 823/852 [00:10<00:00, 83.63it/s][A
|
995 |
+
|
996 |
98%|ββββββββββ| 832/852 [00:10<00:00, 84.37it/s][A
|
997 |
+
|
998 |
99%|ββββββββββ| 841/852 [00:10<00:00, 83.41it/s][A
|
999 |
+
|
1000 |
|
1001 |
+
|
1002 |
|
1003 |
10%|β | 499/4990 [02:16<18:19, 4.08it/s]
|
1004 |
+
|
1005 |
+
|
1006 |
[A[INFO|trainer.py:3503] 2024-09-05 22:46:55,159 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-499
|
1007 |
+
[INFO|configuration_utils.py:472] 2024-09-05 22:46:55,160 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-499/config.json
|
1008 |
+
[INFO|modeling_utils.py:2799] 2024-09-05 22:46:56,182 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-499/model.safetensors
|
1009 |
+
[INFO|tokenization_utils_base.py:2684] 2024-09-05 22:46:56,183 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-499/tokenizer_config.json
|
1010 |
+
[INFO|tokenization_utils_base.py:2693] 2024-09-05 22:46:56,183 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-499/special_tokens_map.json
|
1011 |
+
[INFO|tokenization_utils_base.py:2684] 2024-09-05 22:46:58,215 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
|
1012 |
+
[INFO|tokenization_utils_base.py:2693] 2024-09-05 22:46:58,215 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
|
1013 |
+
|
1014 |
10%|β | 500/4990 [02:19<6:45:16, 5.42s/it]
|
1015 |
|
1016 |
10%|β | 500/4990 [02:19<6:45:16, 5.42s/it]
|
1017 |
10%|β | 501/4990 [02:19<4:48:18, 3.85s/it]
|
1018 |
10%|β | 502/4990 [02:19<3:26:57, 2.77s/it]
|
1019 |
10%|β | 503/4990 [02:19<2:30:05, 2.01s/it]
|
1020 |
10%|β | 504/4990 [02:20<1:50:49, 1.48s/it]
|
1021 |
10%|β | 505/4990 [02:20<1:24:52, 1.14s/it]
|
1022 |
10%|β | 506/4990 [02:20<1:04:26, 1.16it/s]
|
1023 |
10%|β | 507/4990 [02:20<49:53, 1.50it/s]
|
1024 |
10%|β | 508/4990 [02:21<41:00, 1.82it/s]
|
1025 |
10%|β | 509/4990 [02:21<33:10, 2.25it/s]
|
1026 |
10%|β | 510/4990 [02:21<27:07, 2.75it/s]
|
1027 |
10%|β | 511/4990 [02:21<23:16, 3.21it/s]
|
1028 |
10%|β | 512/4990 [02:21<21:02, 3.55it/s]
|
1029 |
10%|β | 513/4990 [02:22<18:52, 3.95it/s]
|
1030 |
10%|β | 514/4990 [02:22<22:26, 3.32it/s]
|
1031 |
10%|β | 515/4990 [02:22<20:00, 3.73it/s]
|
1032 |
10%|β | 516/4990 [02:22<18:22, 4.06it/s]
|
1033 |
10%|β | 517/4990 [02:23<17:28, 4.27it/s]
|
1034 |
10%|β | 518/4990 [02:23<16:30, 4.52it/s]
|
1035 |
10%|β | 519/4990 [02:23<18:31, 4.02it/s]
|
1036 |
10%|β | 520/4990 [02:23<16:33, 4.50it/s]
|
1037 |
10%|β | 521/4990 [02:24<16:20, 4.56it/s]
|
1038 |
10%|β | 522/4990 [02:24<16:24, 4.54it/s]
|
1039 |
10%|β | 523/4990 [02:24<15:59, 4.65it/s]
|
1040 |
11%|β | 524/4990 [02:24<19:35, 3.80it/s]
|
1041 |
11%|β | 525/4990 [02:25<19:32, 3.81it/s]
|
1042 |
11%|β | 526/4990 [02:25<18:10, 4.09it/s]
|
1043 |
11%|β | 527/4990 [02:25<17:04, 4.36it/s]
|
1044 |
11%|β | 528/4990 [02:25<17:16, 4.31it/s]
|
1045 |
11%|β | 529/4990 [02:25<17:11, 4.33it/s]
|
1046 |
11%|β | 530/4990 [02:26<16:46, 4.43it/s]
|
1047 |
11%|β | 531/4990 [02:26<15:43, 4.73it/s]
|
1048 |
11%|β | 532/4990 [02:26<15:18, 4.85it/s]
|
1049 |
11%|β | 533/4990 [02:26<15:13, 4.88it/s]
|
1050 |
11%|β | 534/4990 [02:27<28:20, 2.62it/s]
|
1051 |
11%|β | 535/4990 [02:27<24:26, 3.04it/s]
|
1052 |
11%|β | 536/4990 [02:28<22:16, 3.33it/s]
|
1053 |
11%|β | 537/4990 [02:28<22:43, 3.27it/s]
|
1054 |
11%|β | 538/4990 [02:28<22:19, 3.32it/s]
|
1055 |
11%|β | 539/4990 [02:28<20:12, 3.67it/s]
|
1056 |
11%|β | 540/4990 [02:29<21:08, 3.51it/s]
|
1057 |
11%|β | 541/4990 [02:29<19:02, 3.89it/s]
|
1058 |
11%|β | 542/4990 [02:29<17:45, 4.17it/s]
|
1059 |
11%|β | 543/4990 [02:29<16:52, 4.39it/s]
|
1060 |
11%|β | 544/4990 [02:29<15:30, 4.78it/s]
|
1061 |
11%|β | 545/4990 [02:30<16:11, 4.58it/s]
|
1062 |
11%|β | 546/4990 [02:30<16:42, 4.43it/s]
|
1063 |
11%|β | 547/4990 [02:30<15:52, 4.66it/s]
|
1064 |
11%|β | 548/4990 [02:30<16:27, 4.50it/s]
|
1065 |
11%|β | 549/4990 [02:31<22:41, 3.26it/s]
|
1066 |
11%|β | 550/4990 [02:31<22:32, 3.28it/s]
|
1067 |
11%|β | 551/4990 [02:31<22:49, 3.24it/s]
|
1068 |
11%|β | 552/4990 [02:32<19:56, 3.71it/s]
|
1069 |
11%|β | 553/4990 [02:32<18:11, 4.06it/s]
|
1070 |
11%|β | 554/4990 [02:32<19:06, 3.87it/s]
|
1071 |
11%|β | 555/4990 [02:32<17:31, 4.22it/s]
|
1072 |
11%|β | 556/4990 [02:32<16:52, 4.38it/s]
|
1073 |
11%|β | 557/4990 [02:33<16:57, 4.36it/s]
|
1074 |
11%|β | 558/4990 [02:33<16:32, 4.47it/s]
|
1075 |
11%|β | 559/4990 [02:33<16:17, 4.53it/s]
|
1076 |
11%|β | 560/4990 [02:33<17:38, 4.19it/s]
|
1077 |
11%|β | 561/4990 [02:34<29:58, 2.46it/s]
|
1078 |
11%|ββ | 562/4990 [02:34<26:44, 2.76it/s]
|
1079 |
11%|ββ | 563/4990 [02:35<29:38, 2.49it/s]
|
1080 |
11%|ββ | 564/4990 [02:35<24:19, 3.03it/s]
|
1081 |
11%|ββ | 565/4990 [02:35<22:20, 3.30it/s]
|
1082 |
11%|ββ | 566/4990 [02:36<19:36, 3.76it/s]
|
1083 |
11%|ββ | 567/4990 [02:36<18:36, 3.96it/s]
|
1084 |
11%|ββ | 568/4990 [02:36<18:25, 4.00it/s]
|
1085 |
11%|ββ | 569/4990 [02:36<17:19, 4.25it/s]
|
1086 |
11%|ββ | 570/4990 [02:37<18:45, 3.93it/s]
|
1087 |
11%|ββ | 571/4990 [02:37<18:27, 3.99it/s]
|
1088 |
11%|ββ | 572/4990 [02:37<21:34, 3.41it/s]
|
1089 |
11%|ββ | 573/4990 [02:37<21:03, 3.50it/s]
|
1090 |
12%|ββ | 574/4990 [02:38<19:30, 3.77it/s]
|
1091 |
12%|ββ | 575/4990 [02:38<18:21, 4.01it/s]
|
1092 |
12%|ββ | 576/4990 [02:38<17:29, 4.21it/s]
|
1093 |
12%|ββ | 577/4990 [02:38<17:17, 4.25it/s]
|
1094 |
12%|ββ | 578/4990 [02:38<16:36, 4.43it/s]
|
1095 |
12%|ββ | 579/4990 [02:39<17:44, 4.14it/s]
|
1096 |
12%|ββ | 580/4990 [02:39<18:01, 4.08it/s]
|
1097 |
12%|ββ | 581/4990 [02:39<22:05, 3.33it/s]
|
1098 |
12%|ββ | 582/4990 [02:40<20:32, 3.58it/s]
|
1099 |
12%|ββ | 583/4990 [02:40<18:21, 4.00it/s]
|
1100 |
12%|ββ | 584/4990 [02:40<17:22, 4.23it/s]
|
1101 |
12%|ββ | 585/4990 [02:40<15:44, 4.66it/s]
|
1102 |
12%|ββ | 586/4990 [02:40<14:56, 4.91it/s]
|
1103 |
12%|ββ | 587/4990 [02:41<15:23, 4.77it/s]
|
1104 |
12%|ββ | 588/4990 [02:41<15:02, 4.88it/s]
|
1105 |
12%|ββ | 589/4990 [02:41<15:48, 4.64it/s]
|
1106 |
12%|ββ | 590/4990 [02:41<16:13, 4.52it/s]
|
1107 |
12%|ββ | 591/4990 [02:42<16:01, 4.58it/s]
|
1108 |
12%|ββ | 592/4990 [02:42<16:48, 4.36it/s]
|
1109 |
12%|ββ | 593/4990 [02:42<17:41, 4.14it/s]
|
1110 |
12%|ββ | 594/4990 [02:42<18:45, 3.91it/s]
|
1111 |
12%|ββ | 595/4990 [02:43<18:12, 4.02it/s]
|
1112 |
12%|ββ | 596/4990 [02:43<16:06, 4.55it/s]
|
1113 |
12%|ββ | 597/4990 [02:43<15:39, 4.67it/s]
|
1114 |
12%|ββ | 598/4990 [02:43<17:10, 4.26it/s]
|
1115 |
12%|ββ | 599/4990 [02:43<17:44, 4.12it/s]
|
1116 |
12%|ββ | 600/4990 [02:44<17:03, 4.29it/s]
|
1117 |
12%|ββ | 601/4990 [02:44<16:09, 4.53it/s]
|
1118 |
12%|ββ | 602/4990 [02:44<15:17, 4.78it/s]
|
1119 |
12%|ββ | 603/4990 [02:44<15:23, 4.75it/s]
|
1120 |
12%|ββ | 604/4990 [02:44<14:31, 5.04it/s]
|
1121 |
12%|ββ | 605/4990 [02:45<16:54, 4.32it/s]
|
1122 |
12%|ββ | 606/4990 [02:45<17:54, 4.08it/s]
|
1123 |
12%|ββ | 607/4990 [02:45<19:41, 3.71it/s]
|
1124 |
12%|ββ | 608/4990 [02:46<17:59, 4.06it/s]
|
1125 |
12%|ββ | 609/4990 [02:46<17:00, 4.29it/s]
|
1126 |
12%|ββ | 610/4990 [02:46<15:46, 4.63it/s]
|
1127 |
12%|ββ | 611/4990 [02:46<15:23, 4.74it/s]
|
1128 |
12%|ββ | 612/4990 [02:46<14:48, 4.93it/s]
|
1129 |
12%|ββ | 613/4990 [02:47<15:47, 4.62it/s]
|
1130 |
12%|ββ | 614/4990 [02:47<14:57, 4.88it/s]
|
1131 |
12%|ββ | 615/4990 [02:47<14:19, 5.09it/s]
|
1132 |
12%|ββ | 616/4990 [02:47<14:04, 5.18it/s]
|
1133 |
12%|ββ | 617/4990 [02:47<13:24, 5.44it/s]
|
1134 |
12%|ββ | 618/4990 [02:47<14:28, 5.03it/s]
|
1135 |
12%|ββ | 619/4990 [02:48<15:06, 4.82it/s]
|
1136 |
12%|ββ | 620/4990 [02:48<15:07, 4.82it/s]
|
1137 |
12%|ββ | 621/4990 [02:48<15:22, 4.73it/s]
|
1138 |
12%|ββ | 622/4990 [02:48<15:06, 4.82it/s]
|
1139 |
12%|ββ | 623/4990 [02:49<15:49, 4.60it/s]
|
1140 |
13%|ββ | 624/4990 [02:49<14:46, 4.92it/s]
|
1141 |
13%|ββ | 625/4990 [02:49<14:36, 4.98it/s]
|
1142 |
13%|ββ | 626/4990 [02:49<14:10, 5.13it/s]
|
1143 |
13%|ββ | 627/4990 [02:49<14:20, 5.07it/s]
|
1144 |
13%|ββ | 628/4990 [02:50<18:54, 3.85it/s]
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:13556e6c97b2f39e25d5830ab0bc61ce81f807bcf643d150d23dd97c2f606c57
|
3 |
+
size 5240
|
vocab.json
ADDED
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See raw diff
|
|