xuancoblab2023 commited on
Commit
b56acfc
·
verified ·
1 Parent(s): a038ac2

Training in progress, epoch 1

Browse files
logs/events.out.tfevents.1709719691.adc675a344d5.67573.9 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d6588be274fd9059f10dc3234a404872773c5fc716b3ea37a0f62cdfe68b5fd4
3
- size 5997
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2ac45da079f268c47c6db4119746b7d1aafab43c387df808ee9dd1698809dbb0
3
+ size 9083
logs/events.out.tfevents.1709720374.adc675a344d5.67573.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8af69329463c57c82d1755446497a87fdeab400f1b9fa491c357ad10f991b542
3
+ size 5314
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f27a2fe7cfd98bf67fb9c444d1d23322c1c79e80038361ca09e84db6b0d80380
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:239dd84c1acbf3926d1b2ffcc0c8dbbb872ee0abbb6b9b92cf4944b98a755de2
3
  size 17549312
run-8/checkpoint-480/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": "4.38.2",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-8/checkpoint-480/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c736d470d5a41220393fa68d74643956fee087e3b4f73f5739cd0edb879b6c1d
3
+ size 17549312
run-8/checkpoint-480/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6ed9625c3872157209ff033e279a19680f0e64dfdf689f650fcee09aef417c10
3
+ size 35122746
run-8/checkpoint-480/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d93f4cfe67413cd27374342b3b9f13806d5fb593a9dc59106a8b24dedb590a8
3
+ size 14054
run-8/checkpoint-480/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9912b02b8fd0a8af6b3ff3e8c7938eb3db51fba65f7a74f1e6725b8dbbca5426
3
+ size 1064
run-8/checkpoint-480/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-8/checkpoint-480/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-8/checkpoint-480/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-8/checkpoint-480/trainer_state.json ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8258317025440313,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-8/checkpoint-480",
4
+ "epoch": 5.0,
5
+ "eval_steps": 500,
6
+ "global_step": 480,
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": 3.2297720909118652,
14
+ "learning_rate": 0.0003356185870926135,
15
+ "loss": 0.5529,
16
+ "step": 96
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7602739726027398,
21
+ "eval_f1": 0.7973531844499586,
22
+ "eval_loss": 0.4773445129394531,
23
+ "eval_precision": 0.6905444126074498,
24
+ "eval_recall": 0.9432485322896281,
25
+ "eval_runtime": 28.1534,
26
+ "eval_samples_per_second": 36.301,
27
+ "eval_steps_per_second": 1.137,
28
+ "step": 96
29
+ },
30
+ {
31
+ "epoch": 2.0,
32
+ "grad_norm": 1.981153130531311,
33
+ "learning_rate": 0.00026849486967409075,
34
+ "loss": 0.4542,
35
+ "step": 192
36
+ },
37
+ {
38
+ "epoch": 2.0,
39
+ "eval_accuracy": 0.8199608610567515,
40
+ "eval_f1": 0.8365896980461812,
41
+ "eval_loss": 0.42821842432022095,
42
+ "eval_precision": 0.7658536585365854,
43
+ "eval_recall": 0.9217221135029354,
44
+ "eval_runtime": 28.2265,
45
+ "eval_samples_per_second": 36.207,
46
+ "eval_steps_per_second": 1.134,
47
+ "step": 192
48
+ },
49
+ {
50
+ "epoch": 3.0,
51
+ "grad_norm": 4.941507339477539,
52
+ "learning_rate": 0.0002013711522555681,
53
+ "loss": 0.4191,
54
+ "step": 288
55
+ },
56
+ {
57
+ "epoch": 3.0,
58
+ "eval_accuracy": 0.821917808219178,
59
+ "eval_f1": 0.8311688311688312,
60
+ "eval_loss": 0.44406670331954956,
61
+ "eval_precision": 0.7901234567901234,
62
+ "eval_recall": 0.8767123287671232,
63
+ "eval_runtime": 28.0469,
64
+ "eval_samples_per_second": 36.439,
65
+ "eval_steps_per_second": 1.141,
66
+ "step": 288
67
+ },
68
+ {
69
+ "epoch": 4.0,
70
+ "grad_norm": 7.470360279083252,
71
+ "learning_rate": 0.00013424743483704538,
72
+ "loss": 0.4059,
73
+ "step": 384
74
+ },
75
+ {
76
+ "epoch": 4.0,
77
+ "eval_accuracy": 0.8170254403131115,
78
+ "eval_f1": 0.8186226964112512,
79
+ "eval_loss": 0.4284485876560211,
80
+ "eval_precision": 0.8115384615384615,
81
+ "eval_recall": 0.8258317025440313,
82
+ "eval_runtime": 28.1941,
83
+ "eval_samples_per_second": 36.249,
84
+ "eval_steps_per_second": 1.135,
85
+ "step": 384
86
+ },
87
+ {
88
+ "epoch": 5.0,
89
+ "grad_norm": 2.5780177116394043,
90
+ "learning_rate": 6.712371741852269e-05,
91
+ "loss": 0.398,
92
+ "step": 480
93
+ },
94
+ {
95
+ "epoch": 5.0,
96
+ "eval_accuracy": 0.8258317025440313,
97
+ "eval_f1": 0.8378870673952642,
98
+ "eval_loss": 0.4101215600967407,
99
+ "eval_precision": 0.7836456558773425,
100
+ "eval_recall": 0.9001956947162426,
101
+ "eval_runtime": 28.0686,
102
+ "eval_samples_per_second": 36.411,
103
+ "eval_steps_per_second": 1.14,
104
+ "step": 480
105
+ }
106
+ ],
107
+ "logging_steps": 500,
108
+ "max_steps": 576,
109
+ "num_input_tokens_seen": 0,
110
+ "num_train_epochs": 6,
111
+ "save_steps": 500,
112
+ "total_flos": 1178475986400.0,
113
+ "train_batch_size": 32,
114
+ "trial_name": null,
115
+ "trial_params": {
116
+ "alpha": 0.8957226795607325,
117
+ "learning_rate": 0.0004027423045111362,
118
+ "num_train_epochs": 6,
119
+ "temperature": 3
120
+ }
121
+ }
run-8/checkpoint-480/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c62ca979c251b24426f83ee19cf958429aed20a5e41a6549bd0708ed8286fb21
3
+ size 4920
run-8/checkpoint-480/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-8/checkpoint-576/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": "4.38.2",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-8/checkpoint-576/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c0adb974261e322677d2847253a5c4a21a46be28306251779e1adf065e839183
3
+ size 17549312
run-8/checkpoint-576/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3013239df35c22047a7747ea5243edb03f5166310e7688a301a6b0f128ba4227
3
+ size 35122746
run-8/checkpoint-576/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d4ad45514321df5f64172bb2de61ac319a093d9f31cf01031977fb88be20551
3
+ size 14054
run-8/checkpoint-576/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d7e2ebd25cf260da536690b7ddb5df8ab6da6d1f55572f6b8e08b2629e5bf4b
3
+ size 1064
run-8/checkpoint-576/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-8/checkpoint-576/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-8/checkpoint-576/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-8/checkpoint-576/trainer_state.json ADDED
@@ -0,0 +1,140 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8297455968688845,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-8/checkpoint-576",
4
+ "epoch": 6.0,
5
+ "eval_steps": 500,
6
+ "global_step": 576,
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": 3.2297720909118652,
14
+ "learning_rate": 0.0003356185870926135,
15
+ "loss": 0.5529,
16
+ "step": 96
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7602739726027398,
21
+ "eval_f1": 0.7973531844499586,
22
+ "eval_loss": 0.4773445129394531,
23
+ "eval_precision": 0.6905444126074498,
24
+ "eval_recall": 0.9432485322896281,
25
+ "eval_runtime": 28.1534,
26
+ "eval_samples_per_second": 36.301,
27
+ "eval_steps_per_second": 1.137,
28
+ "step": 96
29
+ },
30
+ {
31
+ "epoch": 2.0,
32
+ "grad_norm": 1.981153130531311,
33
+ "learning_rate": 0.00026849486967409075,
34
+ "loss": 0.4542,
35
+ "step": 192
36
+ },
37
+ {
38
+ "epoch": 2.0,
39
+ "eval_accuracy": 0.8199608610567515,
40
+ "eval_f1": 0.8365896980461812,
41
+ "eval_loss": 0.42821842432022095,
42
+ "eval_precision": 0.7658536585365854,
43
+ "eval_recall": 0.9217221135029354,
44
+ "eval_runtime": 28.2265,
45
+ "eval_samples_per_second": 36.207,
46
+ "eval_steps_per_second": 1.134,
47
+ "step": 192
48
+ },
49
+ {
50
+ "epoch": 3.0,
51
+ "grad_norm": 4.941507339477539,
52
+ "learning_rate": 0.0002013711522555681,
53
+ "loss": 0.4191,
54
+ "step": 288
55
+ },
56
+ {
57
+ "epoch": 3.0,
58
+ "eval_accuracy": 0.821917808219178,
59
+ "eval_f1": 0.8311688311688312,
60
+ "eval_loss": 0.44406670331954956,
61
+ "eval_precision": 0.7901234567901234,
62
+ "eval_recall": 0.8767123287671232,
63
+ "eval_runtime": 28.0469,
64
+ "eval_samples_per_second": 36.439,
65
+ "eval_steps_per_second": 1.141,
66
+ "step": 288
67
+ },
68
+ {
69
+ "epoch": 4.0,
70
+ "grad_norm": 7.470360279083252,
71
+ "learning_rate": 0.00013424743483704538,
72
+ "loss": 0.4059,
73
+ "step": 384
74
+ },
75
+ {
76
+ "epoch": 4.0,
77
+ "eval_accuracy": 0.8170254403131115,
78
+ "eval_f1": 0.8186226964112512,
79
+ "eval_loss": 0.4284485876560211,
80
+ "eval_precision": 0.8115384615384615,
81
+ "eval_recall": 0.8258317025440313,
82
+ "eval_runtime": 28.1941,
83
+ "eval_samples_per_second": 36.249,
84
+ "eval_steps_per_second": 1.135,
85
+ "step": 384
86
+ },
87
+ {
88
+ "epoch": 5.0,
89
+ "grad_norm": 2.5780177116394043,
90
+ "learning_rate": 6.712371741852269e-05,
91
+ "loss": 0.398,
92
+ "step": 480
93
+ },
94
+ {
95
+ "epoch": 5.0,
96
+ "eval_accuracy": 0.8258317025440313,
97
+ "eval_f1": 0.8378870673952642,
98
+ "eval_loss": 0.4101215600967407,
99
+ "eval_precision": 0.7836456558773425,
100
+ "eval_recall": 0.9001956947162426,
101
+ "eval_runtime": 28.0686,
102
+ "eval_samples_per_second": 36.411,
103
+ "eval_steps_per_second": 1.14,
104
+ "step": 480
105
+ },
106
+ {
107
+ "epoch": 6.0,
108
+ "grad_norm": 4.741052150726318,
109
+ "learning_rate": 0.0,
110
+ "loss": 0.3876,
111
+ "step": 576
112
+ },
113
+ {
114
+ "epoch": 6.0,
115
+ "eval_accuracy": 0.8297455968688845,
116
+ "eval_f1": 0.8370786516853934,
117
+ "eval_loss": 0.4097915291786194,
118
+ "eval_precision": 0.8025134649910234,
119
+ "eval_recall": 0.8747553816046967,
120
+ "eval_runtime": 29.2803,
121
+ "eval_samples_per_second": 34.904,
122
+ "eval_steps_per_second": 1.093,
123
+ "step": 576
124
+ }
125
+ ],
126
+ "logging_steps": 500,
127
+ "max_steps": 576,
128
+ "num_input_tokens_seen": 0,
129
+ "num_train_epochs": 6,
130
+ "save_steps": 500,
131
+ "total_flos": 1414171183680.0,
132
+ "train_batch_size": 32,
133
+ "trial_name": null,
134
+ "trial_params": {
135
+ "alpha": 0.8957226795607325,
136
+ "learning_rate": 0.0004027423045111362,
137
+ "num_train_epochs": 6,
138
+ "temperature": 3
139
+ }
140
+ }
run-8/checkpoint-576/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c62ca979c251b24426f83ee19cf958429aed20a5e41a6549bd0708ed8286fb21
3
+ size 4920
run-8/checkpoint-576/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-9/checkpoint-96/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3d8d6934d852376a5bc13fbfb17016d4c3adcd7b7bdd42a9aab8b9b5d9f62a1b
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:239dd84c1acbf3926d1b2ffcc0c8dbbb872ee0abbb6b9b92cf4944b98a755de2
3
  size 17549312
run-9/checkpoint-96/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:45b565c370bd07ca4b61cdb8cbc27c9334a05f68332f9e1d6be3633edc32ad6c
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cb67d3ee336b55baf61cb096cd593c5a926ac525753c86191a6d55862e3338d9
3
  size 35122746
run-9/checkpoint-96/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:50d2214d797b0d557f68148a57b0b4d53efab48f681a8a8f578594a80924ae16
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e91027d86c4ea0d43b412d03e2ef80532fe534e4a3c1c0000c6005738343a2bd
3
  size 1064
run-9/checkpoint-96/trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.50293542074364,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-9/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
@@ -10,36 +10,36 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 0.7869714498519897,
14
- "learning_rate": 1.3073475217173054e-05,
15
- "loss": 0.6637,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_accuracy": 0.50293542074364,
21
- "eval_f1": 0.03422053231939163,
22
- "eval_loss": 0.6569339036941528,
23
- "eval_precision": 0.6,
24
- "eval_recall": 0.01761252446183953,
25
- "eval_runtime": 28.4278,
26
- "eval_samples_per_second": 35.951,
27
- "eval_steps_per_second": 1.126,
28
  "step": 96
29
  }
30
  ],
31
  "logging_steps": 500,
32
- "max_steps": 768,
33
  "num_input_tokens_seen": 0,
34
- "num_train_epochs": 8,
35
  "save_steps": 500,
36
  "total_flos": 235695197280.0,
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
- "alpha": 0.9372925528810219,
41
- "learning_rate": 1.4941114533912061e-05,
42
- "num_train_epochs": 8,
43
- "temperature": 17
44
  }
45
  }
 
1
  {
2
+ "best_metric": 0.7514677103718199,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-9/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 2.0101799964904785,
14
+ "learning_rate": 5.9842495749639135e-05,
15
+ "loss": 0.6452,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_accuracy": 0.7514677103718199,
21
+ "eval_f1": 0.7806563039723661,
22
+ "eval_loss": 0.5494381785392761,
23
+ "eval_precision": 0.6986089644513137,
24
+ "eval_recall": 0.8845401174168297,
25
+ "eval_runtime": 28.605,
26
+ "eval_samples_per_second": 35.728,
27
+ "eval_steps_per_second": 1.119,
28
  "step": 96
29
  }
30
  ],
31
  "logging_steps": 500,
32
+ "max_steps": 384,
33
  "num_input_tokens_seen": 0,
34
+ "num_train_epochs": 4,
35
  "save_steps": 500,
36
  "total_flos": 235695197280.0,
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
+ "alpha": 0.9656943950307342,
41
+ "learning_rate": 7.978999433285218e-05,
42
+ "num_train_epochs": 4,
43
+ "temperature": 18
44
  }
45
  }
run-9/checkpoint-96/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4c88ab003cb8d443d320a7d2a50b7663500e4bdf0605d3f2691a06db8acbcf72
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb87382f1b3aca8f77e985c5e3b04a5f9ce84af6f6fa934f965157269a10afa9
3
  size 4920
tokenizer.json CHANGED
@@ -2,7 +2,7 @@
2
  "version": "1.0",
3
  "truncation": {
4
  "direction": "Right",
5
- "max_length": 33,
6
  "strategy": "LongestFirst",
7
  "stride": 0
8
  },
 
2
  "version": "1.0",
3
  "truncation": {
4
  "direction": "Right",
5
+ "max_length": 31,
6
  "strategy": "LongestFirst",
7
  "stride": 0
8
  },
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:019a0c30743454578a20e039f50246add333dec6abb36273bd6bc2339b797b34
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bb87382f1b3aca8f77e985c5e3b04a5f9ce84af6f6fa934f965157269a10afa9
3
  size 4920