xuancoblab2023
commited on
Commit
•
dfbd4ef
1
Parent(s):
e66c87a
Training in progress, epoch 4
Browse files- logs/events.out.tfevents.1721968062.98acc6742512.15262.45 +2 -2
- model.safetensors +1 -1
- run-44/checkpoint-688/config.json +34 -0
- run-44/checkpoint-688/model.safetensors +3 -0
- run-44/checkpoint-688/optimizer.pt +3 -0
- run-44/checkpoint-688/rng_state.pth +3 -0
- run-44/checkpoint-688/scheduler.pt +3 -0
- run-44/checkpoint-688/special_tokens_map.json +7 -0
- run-44/checkpoint-688/tokenizer.json +0 -0
- run-44/checkpoint-688/tokenizer_config.json +55 -0
- run-44/checkpoint-688/trainer_state.json +118 -0
- run-44/checkpoint-688/training_args.bin +3 -0
- run-44/checkpoint-688/vocab.txt +0 -0
logs/events.out.tfevents.1721968062.98acc6742512.15262.45
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7fb84cda5d6629ebc492e2a655c02d283f10d662e2c5126929a2aa1bc78aa5ea
|
3 |
+
size 7883
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 17549312
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:38738511cb1dd96d18cbac3440b22782c3d30c7f6db97d333d3be9530d28d12f
|
3 |
size 17549312
|
run-44/checkpoint-688/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": "4.43.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-44/checkpoint-688/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:38738511cb1dd96d18cbac3440b22782c3d30c7f6db97d333d3be9530d28d12f
|
3 |
+
size 17549312
|
run-44/checkpoint-688/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4087901c8a7dd1980fe3e6fb13889e79423e5819d804368fd4a35d638c57f21f
|
3 |
+
size 35123898
|
run-44/checkpoint-688/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c1b1fea9cda5ce8cfa36db49d92878d70e7ecc73c289b2b17c8c4949a715ba6e
|
3 |
+
size 14308
|
run-44/checkpoint-688/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff7b111ead27290cc9c10933fa470888447157951cfd41258d3c65bb1cdac844
|
3 |
+
size 1064
|
run-44/checkpoint-688/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-44/checkpoint-688/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-44/checkpoint-688/tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "BertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
run-44/checkpoint-688/trainer_state.json
ADDED
@@ -0,0 +1,118 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8133333333333334,
|
3 |
+
"best_model_checkpoint": "Bert_tinybert-distilled/run-44/checkpoint-688",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 688,
|
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": 1.0291366577148438,
|
14 |
+
"learning_rate": 0.0002345811638383558,
|
15 |
+
"loss": 0.5634,
|
16 |
+
"step": 172
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_AUC": 0.8257493333333332,
|
21 |
+
"eval_BAC": 0.7493333333333334,
|
22 |
+
"eval_MCC": 0.4988440649884173,
|
23 |
+
"eval_PR_AUC": 0.7792588674864735,
|
24 |
+
"eval_accuracy": 0.7493333333333333,
|
25 |
+
"eval_loss": 0.5015578866004944,
|
26 |
+
"eval_runtime": 6.2231,
|
27 |
+
"eval_samples_per_second": 241.036,
|
28 |
+
"eval_steps_per_second": 7.552,
|
29 |
+
"step": 172
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.020493507385254,
|
34 |
+
"learning_rate": 0.00020525851835856133,
|
35 |
+
"loss": 0.5193,
|
36 |
+
"step": 344
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_AUC": 0.8491928888888889,
|
41 |
+
"eval_BAC": 0.782,
|
42 |
+
"eval_MCC": 0.5912326479111619,
|
43 |
+
"eval_PR_AUC": 0.8017644489241138,
|
44 |
+
"eval_accuracy": 0.782,
|
45 |
+
"eval_loss": 0.4762227237224579,
|
46 |
+
"eval_runtime": 6.2111,
|
47 |
+
"eval_samples_per_second": 241.504,
|
48 |
+
"eval_steps_per_second": 7.567,
|
49 |
+
"step": 344
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 3.424774169921875,
|
54 |
+
"learning_rate": 0.00017593587287876683,
|
55 |
+
"loss": 0.4966,
|
56 |
+
"step": 516
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_AUC": 0.8737475555555555,
|
61 |
+
"eval_BAC": 0.8033333333333333,
|
62 |
+
"eval_MCC": 0.6091019874205584,
|
63 |
+
"eval_PR_AUC": 0.8433535637379812,
|
64 |
+
"eval_accuracy": 0.8033333333333333,
|
65 |
+
"eval_loss": 0.4474146366119385,
|
66 |
+
"eval_runtime": 6.1822,
|
67 |
+
"eval_samples_per_second": 242.634,
|
68 |
+
"eval_steps_per_second": 7.603,
|
69 |
+
"step": 516
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 4.390772342681885,
|
74 |
+
"learning_rate": 0.00014661322739897237,
|
75 |
+
"loss": 0.482,
|
76 |
+
"step": 688
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_AUC": 0.8785333333333334,
|
81 |
+
"eval_BAC": 0.8133333333333334,
|
82 |
+
"eval_MCC": 0.631647403064903,
|
83 |
+
"eval_PR_AUC": 0.8486385119641844,
|
84 |
+
"eval_accuracy": 0.8133333333333334,
|
85 |
+
"eval_loss": 0.43625757098197937,
|
86 |
+
"eval_runtime": 6.2122,
|
87 |
+
"eval_samples_per_second": 241.458,
|
88 |
+
"eval_steps_per_second": 7.566,
|
89 |
+
"step": 688
|
90 |
+
}
|
91 |
+
],
|
92 |
+
"logging_steps": 500,
|
93 |
+
"max_steps": 1548,
|
94 |
+
"num_input_tokens_seen": 0,
|
95 |
+
"num_train_epochs": 9,
|
96 |
+
"save_steps": 500,
|
97 |
+
"stateful_callbacks": {
|
98 |
+
"TrainerControl": {
|
99 |
+
"args": {
|
100 |
+
"should_epoch_stop": false,
|
101 |
+
"should_evaluate": false,
|
102 |
+
"should_log": false,
|
103 |
+
"should_save": true,
|
104 |
+
"should_training_stop": false
|
105 |
+
},
|
106 |
+
"attributes": {}
|
107 |
+
}
|
108 |
+
},
|
109 |
+
"total_flos": 1801510920000.0,
|
110 |
+
"train_batch_size": 32,
|
111 |
+
"trial_name": null,
|
112 |
+
"trial_params": {
|
113 |
+
"alpha": 0.8802632296149603,
|
114 |
+
"learning_rate": 0.00026390380931815027,
|
115 |
+
"num_train_epochs": 9,
|
116 |
+
"temperature": 3
|
117 |
+
}
|
118 |
+
}
|
run-44/checkpoint-688/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5f63f506b94a2aa0779057c338dd289bcd70e250aaed1bf57094a633cce39e96
|
3 |
+
size 5240
|
run-44/checkpoint-688/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|