xuancoblab2023 commited on
Commit
b16addf
·
verified ·
1 Parent(s): 71bec11

Training in progress, epoch 1

Browse files
logs/events.out.tfevents.1711290023.73e3a81c01ef.4225.19 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1d661c5ed38b99f8b4a244a763de87c36f1474b5cd0bcf81a80fe9d2f64d5d43
3
- size 6137
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:603a7689bf1f87344058d138ad73425068e8406d41569ef4f71420f9e859d1cc
3
+ size 7951
logs/events.out.tfevents.1711291158.73e3a81c01ef.4225.20 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f6f12a786de501f26e320208b4a843361e32a7531dd14ea6a23c45bbba0c191c
3
+ size 5406
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:db5a8f0da88c1a5d505e9818514ad26fafa73dce33f262d1578f98621ba27902
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:486cd084a89a5552697042acc919521bc935f54fbd58f9c45867f40b67ae8c5f
3
  size 17549312
run-19/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": "4.39.1",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-19/checkpoint-576/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:87121f75bef159bbe27be0bcc46935d813567ea77a2e4d070e855a265ed1c1f0
3
+ size 17549312
run-19/checkpoint-576/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d7c2b5c31fc3113f447717cf5f9804348f7cfa8294242bbdf698680097ffda26
3
+ size 35122746
run-19/checkpoint-576/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:77649db78380b105203c3be0753a0a47e20be3ccd8ec2455a7d4db9d8ae85766
3
+ size 14054
run-19/checkpoint-576/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5537d50cee4a10a8a51abcfa58e75986060d4f49d787b4bb8b3e25fd201d9bac
3
+ size 1064
run-19/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-19/checkpoint-576/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-19/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-19/checkpoint-576/trainer_state.json ADDED
@@ -0,0 +1,87 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8209393346379648,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-19/checkpoint-576",
4
+ "epoch": 3.0,
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": 4.367055416107178,
14
+ "learning_rate": 0.00018610347830365945,
15
+ "loss": 0.5762,
16
+ "step": 192
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7778864970645792,
21
+ "eval_f1": 0.7781036168132942,
22
+ "eval_loss": 0.4806343615055084,
23
+ "eval_mcc": 0.5557740583380701,
24
+ "eval_precision": 0.77734375,
25
+ "eval_recall": 0.7788649706457925,
26
+ "eval_runtime": 69.8858,
27
+ "eval_samples_per_second": 14.624,
28
+ "eval_steps_per_second": 0.458,
29
+ "step": 192
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 6.6895294189453125,
34
+ "learning_rate": 0.00012406898553577296,
35
+ "loss": 0.4725,
36
+ "step": 384
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.8189823874755382,
41
+ "eval_f1": 0.8304307974335472,
42
+ "eval_loss": 0.42346441745758057,
43
+ "eval_mcc": 0.6438615171758961,
44
+ "eval_precision": 0.7810344827586206,
45
+ "eval_recall": 0.8864970645792564,
46
+ "eval_runtime": 67.0224,
47
+ "eval_samples_per_second": 15.249,
48
+ "eval_steps_per_second": 0.477,
49
+ "step": 384
50
+ },
51
+ {
52
+ "epoch": 3.0,
53
+ "grad_norm": 10.282877922058105,
54
+ "learning_rate": 6.203449276788648e-05,
55
+ "loss": 0.4208,
56
+ "step": 576
57
+ },
58
+ {
59
+ "epoch": 3.0,
60
+ "eval_accuracy": 0.8209393346379648,
61
+ "eval_f1": 0.8325709057639525,
62
+ "eval_loss": 0.4079805314540863,
63
+ "eval_mcc": 0.6481656523622785,
64
+ "eval_precision": 0.781786941580756,
65
+ "eval_recall": 0.8904109589041096,
66
+ "eval_runtime": 66.8138,
67
+ "eval_samples_per_second": 15.296,
68
+ "eval_steps_per_second": 0.479,
69
+ "step": 576
70
+ }
71
+ ],
72
+ "logging_steps": 500,
73
+ "max_steps": 768,
74
+ "num_input_tokens_seen": 0,
75
+ "num_train_epochs": 4,
76
+ "save_steps": 500,
77
+ "total_flos": 707085591840.0,
78
+ "train_batch_size": 16,
79
+ "trial_name": null,
80
+ "trial_params": {
81
+ "alpha": 0.9975127064980498,
82
+ "learning_rate": 0.00024813797107154593,
83
+ "num_train_epochs": 4,
84
+ "per_device_train_batch_size": 16,
85
+ "temperature": 45
86
+ }
87
+ }
run-19/checkpoint-576/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:81ee653df3ea16a1b2bbfdcd97a7977653aab8c01cd99bc68896f565fbf95c0c
3
+ size 4984
run-19/checkpoint-576/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-19/checkpoint-768/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": "4.39.1",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-19/checkpoint-768/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a2a2d60412db7e20e91e1fc8d550218b38ce4766928c2eb6f53f47a2a65c52fc
3
+ size 17549312
run-19/checkpoint-768/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ea30dd0dc6e9683003197da54d525b5dd79c146e7a53885c3e053d36ca74ed78
3
+ size 35122746
run-19/checkpoint-768/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1ed72394efd052c27a025cbbb902950bb9336778a32545e8b891d3c9c80c35d9
3
+ size 14054
run-19/checkpoint-768/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:27a9903e7d6ca76eddaabd92d4e680c72589dc423857c218da3fa6e593dd47f3
3
+ size 1064
run-19/checkpoint-768/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-19/checkpoint-768/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-19/checkpoint-768/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-19/checkpoint-768/trainer_state.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8297455968688845,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-19/checkpoint-768",
4
+ "epoch": 4.0,
5
+ "eval_steps": 500,
6
+ "global_step": 768,
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": 4.367055416107178,
14
+ "learning_rate": 0.00018610347830365945,
15
+ "loss": 0.5762,
16
+ "step": 192
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7778864970645792,
21
+ "eval_f1": 0.7781036168132942,
22
+ "eval_loss": 0.4806343615055084,
23
+ "eval_mcc": 0.5557740583380701,
24
+ "eval_precision": 0.77734375,
25
+ "eval_recall": 0.7788649706457925,
26
+ "eval_runtime": 69.8858,
27
+ "eval_samples_per_second": 14.624,
28
+ "eval_steps_per_second": 0.458,
29
+ "step": 192
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 6.6895294189453125,
34
+ "learning_rate": 0.00012406898553577296,
35
+ "loss": 0.4725,
36
+ "step": 384
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.8189823874755382,
41
+ "eval_f1": 0.8304307974335472,
42
+ "eval_loss": 0.42346441745758057,
43
+ "eval_mcc": 0.6438615171758961,
44
+ "eval_precision": 0.7810344827586206,
45
+ "eval_recall": 0.8864970645792564,
46
+ "eval_runtime": 67.0224,
47
+ "eval_samples_per_second": 15.249,
48
+ "eval_steps_per_second": 0.477,
49
+ "step": 384
50
+ },
51
+ {
52
+ "epoch": 3.0,
53
+ "grad_norm": 10.282877922058105,
54
+ "learning_rate": 6.203449276788648e-05,
55
+ "loss": 0.4208,
56
+ "step": 576
57
+ },
58
+ {
59
+ "epoch": 3.0,
60
+ "eval_accuracy": 0.8209393346379648,
61
+ "eval_f1": 0.8325709057639525,
62
+ "eval_loss": 0.4079805314540863,
63
+ "eval_mcc": 0.6481656523622785,
64
+ "eval_precision": 0.781786941580756,
65
+ "eval_recall": 0.8904109589041096,
66
+ "eval_runtime": 66.8138,
67
+ "eval_samples_per_second": 15.296,
68
+ "eval_steps_per_second": 0.479,
69
+ "step": 576
70
+ },
71
+ {
72
+ "epoch": 4.0,
73
+ "grad_norm": 4.1248297691345215,
74
+ "learning_rate": 0.0,
75
+ "loss": 0.3917,
76
+ "step": 768
77
+ },
78
+ {
79
+ "epoch": 4.0,
80
+ "eval_accuracy": 0.8297455968688845,
81
+ "eval_f1": 0.8418181818181818,
82
+ "eval_loss": 0.407410204410553,
83
+ "eval_mcc": 0.6673110329610854,
84
+ "eval_precision": 0.7860780984719864,
85
+ "eval_recall": 0.9060665362035225,
86
+ "eval_runtime": 66.7713,
87
+ "eval_samples_per_second": 15.306,
88
+ "eval_steps_per_second": 0.479,
89
+ "step": 768
90
+ }
91
+ ],
92
+ "logging_steps": 500,
93
+ "max_steps": 768,
94
+ "num_input_tokens_seen": 0,
95
+ "num_train_epochs": 4,
96
+ "save_steps": 500,
97
+ "total_flos": 942780789120.0,
98
+ "train_batch_size": 16,
99
+ "trial_name": null,
100
+ "trial_params": {
101
+ "alpha": 0.9975127064980498,
102
+ "learning_rate": 0.00024813797107154593,
103
+ "num_train_epochs": 4,
104
+ "per_device_train_batch_size": 16,
105
+ "temperature": 45
106
+ }
107
+ }
run-19/checkpoint-768/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:81ee653df3ea16a1b2bbfdcd97a7977653aab8c01cd99bc68896f565fbf95c0c
3
+ size 4984
run-19/checkpoint-768/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
run-20/checkpoint-192/config.json CHANGED
@@ -27,7 +27,7 @@
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
 
27
  "position_embedding_type": "absolute",
28
  "problem_type": "single_label_classification",
29
  "torch_dtype": "float32",
30
+ "transformers_version": "4.39.1",
31
  "type_vocab_size": 2,
32
  "use_cache": true,
33
  "vocab_size": 30522
run-20/checkpoint-192/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:209127b9070b40d5d9a05283bd1fbbf2e5898e248a0c2af43a736572d1174533
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:486cd084a89a5552697042acc919521bc935f54fbd58f9c45867f40b67ae8c5f
3
  size 17549312
run-20/checkpoint-192/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:54af01f41587a8372ae059608690e373c4cce641e2562fbd5757fe130b52ddb8
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b1ddd581f8739a0e5f6112615dee174489663d6ea8c13e4bb32372addedb1025
3
  size 35122746
run-20/checkpoint-192/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1d267b33c0df8c744bb62ca8fc0e243d0ddded8c46ea62639c56f51d1dc7a548
3
  size 14054
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ee09ea0d216727b799a80771850b95d7d61b646360702c64b2ec889cdc725399
3
  size 14054
run-20/checkpoint-192/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:21a205a4cfbee85a4201f9150903db3f7783bb70c6604b622c636e9fb910cc7d
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:781956dff95a3ca374f5637193e9253f73a0ce163bd5ac055aa3229c57635035
3
  size 1064
run-20/checkpoint-192/trainer_state.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
- "best_metric": 0.8317025440313112,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-20/checkpoint-192",
4
- "epoch": 4.0,
5
  "eval_steps": 500,
6
  "global_step": 192,
7
  "is_hyper_param_search": true,
@@ -10,93 +10,38 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 1.930127739906311,
14
- "learning_rate": 0.00038924925342110863,
15
- "loss": 0.5828,
16
- "step": 48
17
- },
18
- {
19
- "epoch": 1.0,
20
- "eval_accuracy": 0.7553816046966731,
21
- "eval_f1": 0.7967479674796748,
22
- "eval_loss": 0.4942302703857422,
23
- "eval_precision": 0.6815020862308763,
24
- "eval_recall": 0.958904109589041,
25
- "eval_runtime": 27.5665,
26
- "eval_samples_per_second": 37.074,
27
- "eval_steps_per_second": 0.58,
28
- "step": 48
29
- },
30
- {
31
- "epoch": 2.0,
32
- "grad_norm": 4.047781944274902,
33
- "learning_rate": 0.0002594995022807391,
34
- "loss": 0.4792,
35
- "step": 96
36
- },
37
- {
38
- "epoch": 2.0,
39
- "eval_accuracy": 0.8170254403131115,
40
- "eval_f1": 0.8270120259019426,
41
- "eval_loss": 0.4411511719226837,
42
- "eval_precision": 0.7842105263157895,
43
- "eval_recall": 0.8747553816046967,
44
- "eval_runtime": 27.2029,
45
- "eval_samples_per_second": 37.57,
46
- "eval_steps_per_second": 0.588,
47
- "step": 96
48
- },
49
- {
50
- "epoch": 3.0,
51
- "grad_norm": 3.387861967086792,
52
- "learning_rate": 0.00012974975114036954,
53
- "loss": 0.425,
54
- "step": 144
55
- },
56
- {
57
- "epoch": 3.0,
58
- "eval_accuracy": 0.8209393346379648,
59
- "eval_f1": 0.8278457196613358,
60
- "eval_loss": 0.4288911819458008,
61
- "eval_precision": 0.7971014492753623,
62
- "eval_recall": 0.8610567514677103,
63
- "eval_runtime": 28.248,
64
- "eval_samples_per_second": 36.18,
65
- "eval_steps_per_second": 0.566,
66
- "step": 144
67
- },
68
- {
69
- "epoch": 4.0,
70
- "grad_norm": 3.795287847518921,
71
- "learning_rate": 0.0,
72
- "loss": 0.4056,
73
  "step": 192
74
  },
75
  {
76
- "epoch": 4.0,
77
- "eval_accuracy": 0.8317025440313112,
78
- "eval_f1": 0.8424908424908425,
79
- "eval_loss": 0.4076713025569916,
80
- "eval_precision": 0.7917383820998278,
81
- "eval_recall": 0.9001956947162426,
82
- "eval_runtime": 27.8879,
83
- "eval_samples_per_second": 36.647,
84
- "eval_steps_per_second": 0.574,
 
85
  "step": 192
86
  }
87
  ],
88
  "logging_steps": 500,
89
- "max_steps": 192,
90
  "num_input_tokens_seen": 0,
91
- "num_train_epochs": 4,
92
  "save_steps": 500,
93
- "total_flos": 942780789120.0,
94
- "train_batch_size": 64,
95
  "trial_name": null,
96
  "trial_params": {
97
- "alpha": 0.9873470402997029,
98
- "learning_rate": 0.0005189990045614782,
99
- "num_train_epochs": 4,
100
- "temperature": 29
 
101
  }
102
  }
 
1
  {
2
+ "best_metric": 0.7906066536203522,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-20/checkpoint-192",
4
+ "epoch": 1.0,
5
  "eval_steps": 500,
6
  "global_step": 192,
7
  "is_hyper_param_search": true,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 11.2067289352417,
14
+ "learning_rate": 0.00015355053489920167,
15
+ "loss": 0.5758,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
16
  "step": 192
17
  },
18
  {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7906066536203522,
21
+ "eval_f1": 0.7938342967244701,
22
+ "eval_loss": 0.4803670346736908,
23
+ "eval_mcc": 0.5814984242947744,
24
+ "eval_precision": 0.7817836812144212,
25
+ "eval_recall": 0.8062622309197651,
26
+ "eval_runtime": 66.3514,
27
+ "eval_samples_per_second": 15.403,
28
+ "eval_steps_per_second": 0.482,
29
  "step": 192
30
  }
31
  ],
32
  "logging_steps": 500,
33
+ "max_steps": 576,
34
  "num_input_tokens_seen": 0,
35
+ "num_train_epochs": 3,
36
  "save_steps": 500,
37
+ "total_flos": 235695197280.0,
38
+ "train_batch_size": 16,
39
  "trial_name": null,
40
  "trial_params": {
41
+ "alpha": 0.9932487320274002,
42
+ "learning_rate": 0.0002303258023488025,
43
+ "num_train_epochs": 3,
44
+ "per_device_train_batch_size": 16,
45
+ "temperature": 12
46
  }
47
  }
run-20/checkpoint-192/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:86ccdfa005aaa3037171e63b21106648822be6f97ddb8788a88937d2ac56456c
3
- size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b0e429bbec35e18af3a3ef82e1dc022e68f0667714aa60a534134cce36648d2
3
+ size 4984
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3f62d580257060cdaf08ca2f6bebff447fe36fd6a4ed09c360f3a936d71824ec
3
- size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b0e429bbec35e18af3a3ef82e1dc022e68f0667714aa60a534134cce36648d2
3
+ size 4984