xuancoblab2023 commited on
Commit
b12e7df
·
verified ·
1 Parent(s): c36281f

Training in progress, epoch 2

Browse files
logs/events.out.tfevents.1711299404.73e3a81c01ef.4225.31 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4ff4c45af4d3663e28d9491ff93e5cd4cd2fbaf0646d4e4f637011d9a72ee849
3
- size 5406
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1cfc5b805f4c45b973d15540ed14bc41ec106a3670f9a3c132e9e69cd8413982
3
+ size 6136
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:901a1097107793d8240b87db4dd0744ff001d193ebe8477cee119191f0920b96
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a9eb2d011937667a03ac6d6b2ad0c9bae7e14cb2a2711214991cbc22c9d74c0
3
  size 17549312
run-31/checkpoint-384/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-31/checkpoint-384/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9a9eb2d011937667a03ac6d6b2ad0c9bae7e14cb2a2711214991cbc22c9d74c0
3
+ size 17549312
run-31/checkpoint-384/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:02feb4354d983f4788e201cd79941b377caf5dab2a9011553938140a74ad742c
3
+ size 35122746
run-31/checkpoint-384/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d2558f72cda987826e5e7caf54cc6282fe335ebecbddfed7bb83f0184d1f54cc
3
+ size 14054
run-31/checkpoint-384/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ff25e450142e583c19a4dc312929efe9736af8a3c6ba4fab401dd7bbadef21ca
3
+ size 1064
run-31/checkpoint-384/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-31/checkpoint-384/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-31/checkpoint-384/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-31/checkpoint-384/trainer_state.json ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.7808219178082192,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-31/checkpoint-384",
4
+ "epoch": 2.0,
5
+ "eval_steps": 500,
6
+ "global_step": 384,
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": 2.0108234882354736,
14
+ "learning_rate": 0.0005125121117318405,
15
+ "loss": 0.5275,
16
+ "step": 192
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.7720156555772995,
21
+ "eval_f1": 0.8043660789252729,
22
+ "eval_loss": 0.45868822932243347,
23
+ "eval_mcc": 0.5764707637440674,
24
+ "eval_precision": 0.7044117647058824,
25
+ "eval_recall": 0.9373776908023483,
26
+ "eval_runtime": 66.8111,
27
+ "eval_samples_per_second": 15.297,
28
+ "eval_steps_per_second": 0.479,
29
+ "step": 192
30
+ },
31
+ {
32
+ "epoch": 2.0,
33
+ "grad_norm": 8.709124565124512,
34
+ "learning_rate": 0.00038438408379888036,
35
+ "loss": 0.4786,
36
+ "step": 384
37
+ },
38
+ {
39
+ "epoch": 2.0,
40
+ "eval_accuracy": 0.7808219178082192,
41
+ "eval_f1": 0.7773359840954275,
42
+ "eval_loss": 0.45048943161964417,
43
+ "eval_mcc": 0.5619193527696978,
44
+ "eval_precision": 0.7898989898989899,
45
+ "eval_recall": 0.7651663405088063,
46
+ "eval_runtime": 67.4944,
47
+ "eval_samples_per_second": 15.142,
48
+ "eval_steps_per_second": 0.474,
49
+ "step": 384
50
+ }
51
+ ],
52
+ "logging_steps": 500,
53
+ "max_steps": 960,
54
+ "num_input_tokens_seen": 0,
55
+ "num_train_epochs": 5,
56
+ "save_steps": 500,
57
+ "total_flos": 471390394560.0,
58
+ "train_batch_size": 16,
59
+ "trial_name": null,
60
+ "trial_params": {
61
+ "alpha": 0.8160345152304423,
62
+ "learning_rate": 0.0006406401396648006,
63
+ "num_train_epochs": 5,
64
+ "per_device_train_batch_size": 16,
65
+ "temperature": 43
66
+ }
67
+ }
run-31/checkpoint-384/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a4c096343b9527bbdd82bd00bc265d1adc282a998f9dc111465e8a46e5d89909
3
+ size 4984
run-31/checkpoint-384/vocab.txt ADDED
The diff for this file is too large to render. See raw diff