xuancoblab2023 commited on
Commit
d04586d
·
verified ·
1 Parent(s): 0dbe337

Training in progress, epoch 1

Browse files
Files changed (37) hide show
  1. logs/events.out.tfevents.1713588236.1376c752d37a.9760.14 +2 -2
  2. logs/events.out.tfevents.1713588335.1376c752d37a.9760.15 +3 -0
  3. model.safetensors +1 -1
  4. run-14/checkpoint-1070/config.json +34 -0
  5. run-14/checkpoint-1070/model.safetensors +3 -0
  6. run-14/checkpoint-1070/optimizer.pt +3 -0
  7. run-14/checkpoint-1070/rng_state.pth +3 -0
  8. run-14/checkpoint-1070/scheduler.pt +3 -0
  9. run-14/checkpoint-1070/special_tokens_map.json +7 -0
  10. run-14/checkpoint-1070/tokenizer.json +0 -0
  11. run-14/checkpoint-1070/tokenizer_config.json +57 -0
  12. run-14/checkpoint-1070/trainer_state.json +126 -0
  13. run-14/checkpoint-1070/training_args.bin +3 -0
  14. run-14/checkpoint-1070/vocab.txt +0 -0
  15. run-14/checkpoint-856/config.json +34 -0
  16. run-14/checkpoint-856/model.safetensors +3 -0
  17. run-14/checkpoint-856/optimizer.pt +3 -0
  18. run-14/checkpoint-856/rng_state.pth +3 -0
  19. run-14/checkpoint-856/scheduler.pt +3 -0
  20. run-14/checkpoint-856/special_tokens_map.json +7 -0
  21. run-14/checkpoint-856/tokenizer.json +0 -0
  22. run-14/checkpoint-856/tokenizer_config.json +57 -0
  23. run-14/checkpoint-856/trainer_state.json +106 -0
  24. run-14/checkpoint-856/training_args.bin +3 -0
  25. run-14/checkpoint-856/vocab.txt +0 -0
  26. run-15/checkpoint-214/config.json +34 -0
  27. run-15/checkpoint-214/model.safetensors +3 -0
  28. run-15/checkpoint-214/optimizer.pt +3 -0
  29. run-15/checkpoint-214/rng_state.pth +3 -0
  30. run-15/checkpoint-214/scheduler.pt +3 -0
  31. run-15/checkpoint-214/special_tokens_map.json +7 -0
  32. run-15/checkpoint-214/tokenizer.json +0 -0
  33. run-15/checkpoint-214/tokenizer_config.json +57 -0
  34. run-15/checkpoint-214/trainer_state.json +46 -0
  35. run-15/checkpoint-214/training_args.bin +3 -0
  36. run-15/checkpoint-214/vocab.txt +0 -0
  37. training_args.bin +1 -1
logs/events.out.tfevents.1713588236.1376c752d37a.9760.14 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c92d3f5f9f448b2eef640e18d8abf4cd35d15a284e72b7fb605e0d981b8a6789
3
- size 6212
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e1624e97ad64e72a526e244d0d5c0e8360f434a750e1b2989b794990dd5ec1fa
3
+ size 9132
logs/events.out.tfevents.1713588335.1376c752d37a.9760.15 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bacf3f9541c058b404ab739b802c0dff6ec177165a51751d37c0f852d7073b58
3
+ size 5483
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:635da64a58870edd4e4b471c6ef5fd3150a3da6a7f079ad028658ac5ab8d2ade
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a81f915ec36103849a2e8eab87c823cf31b3c88bf3c78cc1155c0303f9f46ba0
3
  size 17549312
run-14/checkpoint-1070/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "negative": "0",
19
+ "positive": "1"
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.40.0",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-14/checkpoint-1070/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:942b933523f5665a21f656eb6cd826df0b3463c42ca5155e4a46c71fcb0b7ff6
3
+ size 17549312
run-14/checkpoint-1070/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5e7532a2c5aeaea78f9bc86e385d6d76d25574fcde3fb73d15b6699ef6e8a002
3
+ size 35123898
run-14/checkpoint-1070/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c8889b20d89ae20d68b3b1e02c508fe878c92c2f33b24682cc4f66bd3af9eea6
3
+ size 14308
run-14/checkpoint-1070/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9d11102dd90234d2a5adac74fc3850dfce29617255a193d145ad6f73711de225
3
+ size 1064
run-14/checkpoint-1070/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-14/checkpoint-1070/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-14/checkpoint-1070/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-14/checkpoint-1070/trainer_state.json ADDED
@@ -0,0 +1,126 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.7129466900995899,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-1070",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 1070,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "grad_norm": 6.930738925933838,
14
+ "learning_rate": 5.414014250397772e-05,
15
+ "loss": 0.6091,
16
+ "step": 214
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.6865846514352666,
21
+ "eval_f1": 0.37572928821470253,
22
+ "eval_loss": 0.564587414264679,
23
+ "eval_mcc": 0.2156910734882714,
24
+ "eval_precision": 0.5590277777777778,
25
+ "eval_recall": 0.28295254833040423,
26
+ "eval_runtime": 3.1483,
27
+ "eval_samples_per_second": 542.201,
28
+ "eval_steps_per_second": 17.152,
29
+ "step": 214
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 5.107285499572754,
34
+ "learning_rate": 4.64058364319809e-05,
35
+ "loss": 0.5591,
36
+ "step": 428
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.6994727592267135,
41
+ "eval_f1": 0.5535248041775457,
42
+ "eval_loss": 0.5493428111076355,
43
+ "eval_mcc": 0.3271000794140795,
44
+ "eval_precision": 0.5482758620689655,
45
+ "eval_recall": 0.5588752196836555,
46
+ "eval_runtime": 3.1416,
47
+ "eval_samples_per_second": 543.358,
48
+ "eval_steps_per_second": 17.189,
49
+ "step": 428
50
+ },
51
+ {
52
+ "epoch": 3.0,
53
+ "grad_norm": 3.368832588195801,
54
+ "learning_rate": 3.867153035998409e-05,
55
+ "loss": 0.5413,
56
+ "step": 642
57
+ },
58
+ {
59
+ "epoch": 3.0,
60
+ "eval_accuracy": 0.7053309900410076,
61
+ "eval_f1": 0.523222748815166,
62
+ "eval_loss": 0.5401688814163208,
63
+ "eval_mcc": 0.31393167816118617,
64
+ "eval_precision": 0.5679012345679012,
65
+ "eval_recall": 0.4850615114235501,
66
+ "eval_runtime": 3.1381,
67
+ "eval_samples_per_second": 543.954,
68
+ "eval_steps_per_second": 17.208,
69
+ "step": 642
70
+ },
71
+ {
72
+ "epoch": 4.0,
73
+ "grad_norm": 4.47548770904541,
74
+ "learning_rate": 3.093722428798727e-05,
75
+ "loss": 0.5333,
76
+ "step": 856
77
+ },
78
+ {
79
+ "epoch": 4.0,
80
+ "eval_accuracy": 0.7053309900410076,
81
+ "eval_f1": 0.5381083562901744,
82
+ "eval_loss": 0.5343005061149597,
83
+ "eval_mcc": 0.32311150297426244,
84
+ "eval_precision": 0.5634615384615385,
85
+ "eval_recall": 0.5149384885764499,
86
+ "eval_runtime": 3.1464,
87
+ "eval_samples_per_second": 542.53,
88
+ "eval_steps_per_second": 17.163,
89
+ "step": 856
90
+ },
91
+ {
92
+ "epoch": 5.0,
93
+ "grad_norm": 6.320547103881836,
94
+ "learning_rate": 2.320291821599045e-05,
95
+ "loss": 0.5244,
96
+ "step": 1070
97
+ },
98
+ {
99
+ "epoch": 5.0,
100
+ "eval_accuracy": 0.7129466900995899,
101
+ "eval_f1": 0.5167652859960552,
102
+ "eval_loss": 0.5274397730827332,
103
+ "eval_mcc": 0.32175825520567214,
104
+ "eval_precision": 0.5887640449438202,
105
+ "eval_recall": 0.46045694200351495,
106
+ "eval_runtime": 3.1507,
107
+ "eval_samples_per_second": 541.788,
108
+ "eval_steps_per_second": 17.139,
109
+ "step": 1070
110
+ }
111
+ ],
112
+ "logging_steps": 500,
113
+ "max_steps": 1712,
114
+ "num_input_tokens_seen": 0,
115
+ "num_train_epochs": 8,
116
+ "save_steps": 500,
117
+ "total_flos": 2623878322200.0,
118
+ "train_batch_size": 32,
119
+ "trial_name": null,
120
+ "trial_params": {
121
+ "alpha": 0.9740992948842065,
122
+ "learning_rate": 6.187444857597454e-05,
123
+ "num_train_epochs": 8,
124
+ "temperature": 3
125
+ }
126
+ }
run-14/checkpoint-1070/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7957c24fcc5f109d1242da58460e07cf4b6b3343538fd03977a240662bdcface
3
+ size 5048
run-14/checkpoint-1070/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-14/checkpoint-856/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "negative": "0",
19
+ "positive": "1"
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.40.0",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-14/checkpoint-856/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c6be0cab61ca59241918a7b420e471d6de8cce666874af510d5b73c221261460
3
+ size 17549312
run-14/checkpoint-856/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7d963a71e61761401445ca179132d20f331da328e444b84e4f807ea56dde48d3
3
+ size 35123898
run-14/checkpoint-856/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:057111bfbb4d541cc190a3ed4fcfe228e7425a50e4a06afd33224d43272b1a59
3
+ size 14308
run-14/checkpoint-856/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3108b25e55ac2110b066fd4279e40d681a4251d13d6c2d83fd15439be0e1bc1
3
+ size 1064
run-14/checkpoint-856/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-14/checkpoint-856/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-14/checkpoint-856/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-14/checkpoint-856/trainer_state.json ADDED
@@ -0,0 +1,106 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.7053309900410076,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-642",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 856,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "grad_norm": 6.930738925933838,
14
+ "learning_rate": 5.414014250397772e-05,
15
+ "loss": 0.6091,
16
+ "step": 214
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.6865846514352666,
21
+ "eval_f1": 0.37572928821470253,
22
+ "eval_loss": 0.564587414264679,
23
+ "eval_mcc": 0.2156910734882714,
24
+ "eval_precision": 0.5590277777777778,
25
+ "eval_recall": 0.28295254833040423,
26
+ "eval_runtime": 3.1483,
27
+ "eval_samples_per_second": 542.201,
28
+ "eval_steps_per_second": 17.152,
29
+ "step": 214
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 5.107285499572754,
34
+ "learning_rate": 4.64058364319809e-05,
35
+ "loss": 0.5591,
36
+ "step": 428
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.6994727592267135,
41
+ "eval_f1": 0.5535248041775457,
42
+ "eval_loss": 0.5493428111076355,
43
+ "eval_mcc": 0.3271000794140795,
44
+ "eval_precision": 0.5482758620689655,
45
+ "eval_recall": 0.5588752196836555,
46
+ "eval_runtime": 3.1416,
47
+ "eval_samples_per_second": 543.358,
48
+ "eval_steps_per_second": 17.189,
49
+ "step": 428
50
+ },
51
+ {
52
+ "epoch": 3.0,
53
+ "grad_norm": 3.368832588195801,
54
+ "learning_rate": 3.867153035998409e-05,
55
+ "loss": 0.5413,
56
+ "step": 642
57
+ },
58
+ {
59
+ "epoch": 3.0,
60
+ "eval_accuracy": 0.7053309900410076,
61
+ "eval_f1": 0.523222748815166,
62
+ "eval_loss": 0.5401688814163208,
63
+ "eval_mcc": 0.31393167816118617,
64
+ "eval_precision": 0.5679012345679012,
65
+ "eval_recall": 0.4850615114235501,
66
+ "eval_runtime": 3.1381,
67
+ "eval_samples_per_second": 543.954,
68
+ "eval_steps_per_second": 17.208,
69
+ "step": 642
70
+ },
71
+ {
72
+ "epoch": 4.0,
73
+ "grad_norm": 4.47548770904541,
74
+ "learning_rate": 3.093722428798727e-05,
75
+ "loss": 0.5333,
76
+ "step": 856
77
+ },
78
+ {
79
+ "epoch": 4.0,
80
+ "eval_accuracy": 0.7053309900410076,
81
+ "eval_f1": 0.5381083562901744,
82
+ "eval_loss": 0.5343005061149597,
83
+ "eval_mcc": 0.32311150297426244,
84
+ "eval_precision": 0.5634615384615385,
85
+ "eval_recall": 0.5149384885764499,
86
+ "eval_runtime": 3.1464,
87
+ "eval_samples_per_second": 542.53,
88
+ "eval_steps_per_second": 17.163,
89
+ "step": 856
90
+ }
91
+ ],
92
+ "logging_steps": 500,
93
+ "max_steps": 1712,
94
+ "num_input_tokens_seen": 0,
95
+ "num_train_epochs": 8,
96
+ "save_steps": 500,
97
+ "total_flos": 2099102657760.0,
98
+ "train_batch_size": 32,
99
+ "trial_name": null,
100
+ "trial_params": {
101
+ "alpha": 0.9740992948842065,
102
+ "learning_rate": 6.187444857597454e-05,
103
+ "num_train_epochs": 8,
104
+ "temperature": 3
105
+ }
106
+ }
run-14/checkpoint-856/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7957c24fcc5f109d1242da58460e07cf4b6b3343538fd03977a240662bdcface
3
+ size 5048
run-14/checkpoint-856/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-15/checkpoint-214/config.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 128,
11
+ "id2label": {
12
+ "0": "negative",
13
+ "1": "positive"
14
+ },
15
+ "initializer_range": 0.02,
16
+ "intermediate_size": 512,
17
+ "label2id": {
18
+ "negative": "0",
19
+ "positive": "1"
20
+ },
21
+ "layer_norm_eps": 1e-12,
22
+ "max_position_embeddings": 512,
23
+ "model_type": "bert",
24
+ "num_attention_heads": 2,
25
+ "num_hidden_layers": 2,
26
+ "pad_token_id": 0,
27
+ "position_embedding_type": "absolute",
28
+ "problem_type": "single_label_classification",
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.40.0",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-15/checkpoint-214/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a81f915ec36103849a2e8eab87c823cf31b3c88bf3c78cc1155c0303f9f46ba0
3
+ size 17549312
run-15/checkpoint-214/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07a9a255b10b55975b4c30647afdbbe3c244985cefbd4a75dfa490fe2236cdf2
3
+ size 35123898
run-15/checkpoint-214/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dc7e492e6768bc7c3c01ac823da5a8177cf34fc1b175dd727fa3be969661a151
3
+ size 14308
run-15/checkpoint-214/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4e4a6cf7fbe86eddad2a1bf2d2614bb368297983d9580a9d850eb3126d5f8e02
3
+ size 1064
run-15/checkpoint-214/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
run-15/checkpoint-214/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-15/checkpoint-214/tokenizer_config.json ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "[PAD]",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "100": {
12
+ "content": "[UNK]",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "101": {
20
+ "content": "[CLS]",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "102": {
28
+ "content": "[SEP]",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "103": {
36
+ "content": "[MASK]",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "clean_up_tokenization_spaces": true,
45
+ "cls_token": "[CLS]",
46
+ "do_basic_tokenize": true,
47
+ "do_lower_case": true,
48
+ "mask_token": "[MASK]",
49
+ "model_max_length": 512,
50
+ "never_split": null,
51
+ "pad_token": "[PAD]",
52
+ "sep_token": "[SEP]",
53
+ "strip_accents": null,
54
+ "tokenize_chinese_chars": true,
55
+ "tokenizer_class": "BertTokenizer",
56
+ "unk_token": "[UNK]"
57
+ }
run-15/checkpoint-214/trainer_state.json ADDED
@@ -0,0 +1,46 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6654950205038078,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-15/checkpoint-214",
4
+ "epoch": 1.0,
5
+ "eval_steps": 500,
6
+ "global_step": 214,
7
+ "is_hyper_param_search": true,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 1.0,
13
+ "grad_norm": 0.24385033547878265,
14
+ "learning_rate": 0.00027237519894122124,
15
+ "loss": 0.0406,
16
+ "step": 214
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.6654950205038078,
21
+ "eval_f1": 0.017211703958691912,
22
+ "eval_loss": 0.03144706040620804,
23
+ "eval_mcc": 0.01487410293271824,
24
+ "eval_precision": 0.4166666666666667,
25
+ "eval_recall": 0.008787346221441126,
26
+ "eval_runtime": 3.1499,
27
+ "eval_samples_per_second": 541.926,
28
+ "eval_steps_per_second": 17.144,
29
+ "step": 214
30
+ }
31
+ ],
32
+ "logging_steps": 500,
33
+ "max_steps": 1284,
34
+ "num_input_tokens_seen": 0,
35
+ "num_train_epochs": 6,
36
+ "save_steps": 500,
37
+ "total_flos": 524775664440.0,
38
+ "train_batch_size": 32,
39
+ "trial_name": null,
40
+ "trial_params": {
41
+ "alpha": 0.037718713604154464,
42
+ "learning_rate": 0.00032685023872946545,
43
+ "num_train_epochs": 6,
44
+ "temperature": 24
45
+ }
46
+ }
run-15/checkpoint-214/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:806af46e7362e6f3407b7f78e04625d24ef8c221003ad26e1f3a3bdd0faccbb8
3
+ size 5048
run-15/checkpoint-214/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7957c24fcc5f109d1242da58460e07cf4b6b3343538fd03977a240662bdcface
3
  size 5048
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:806af46e7362e6f3407b7f78e04625d24ef8c221003ad26e1f3a3bdd0faccbb8
3
  size 5048