xuancoblab2023
commited on
Commit
•
bd5cc60
1
Parent(s):
aedab06
Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1721962568.98acc6742512.15262.3 +2 -2
- logs/events.out.tfevents.1721962879.98acc6742512.15262.4 +3 -0
- model.safetensors +1 -1
- run-2/checkpoint-1548/config.json +34 -0
- run-2/checkpoint-1548/model.safetensors +3 -0
- run-2/checkpoint-1548/optimizer.pt +3 -0
- run-2/checkpoint-1548/rng_state.pth +3 -0
- run-2/checkpoint-1548/scheduler.pt +3 -0
- run-2/checkpoint-1548/special_tokens_map.json +7 -0
- run-2/checkpoint-1548/tokenizer.json +0 -0
- run-2/checkpoint-1548/tokenizer_config.json +55 -0
- run-2/checkpoint-1548/trainer_state.json +218 -0
- run-2/checkpoint-1548/training_args.bin +3 -0
- run-2/checkpoint-1548/vocab.txt +0 -0
- run-2/checkpoint-1720/config.json +34 -0
- run-2/checkpoint-1720/model.safetensors +3 -0
- run-2/checkpoint-1720/optimizer.pt +3 -0
- run-2/checkpoint-1720/rng_state.pth +3 -0
- run-2/checkpoint-1720/scheduler.pt +3 -0
- run-2/checkpoint-1720/special_tokens_map.json +7 -0
- run-2/checkpoint-1720/tokenizer.json +0 -0
- run-2/checkpoint-1720/tokenizer_config.json +55 -0
- run-2/checkpoint-1720/trainer_state.json +238 -0
- run-2/checkpoint-1720/training_args.bin +3 -0
- run-2/checkpoint-1720/vocab.txt +0 -0
- run-3/checkpoint-172/config.json +34 -0
- run-3/checkpoint-172/model.safetensors +3 -0
- run-3/checkpoint-172/optimizer.pt +3 -0
- run-3/checkpoint-172/rng_state.pth +3 -0
- run-3/checkpoint-172/scheduler.pt +3 -0
- run-3/checkpoint-172/special_tokens_map.json +7 -0
- run-3/checkpoint-172/tokenizer.json +0 -0
- run-3/checkpoint-172/tokenizer_config.json +55 -0
- run-3/checkpoint-172/trainer_state.json +58 -0
- run-3/checkpoint-172/training_args.bin +3 -0
- run-3/checkpoint-172/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1721962568.98acc6742512.15262.3
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 sha256:6a6b63ce669785bc1963ea93a96c9b98e2584680c9a3da8d064eab525f47cc48
|
3 |
+
size 12587
|
logs/events.out.tfevents.1721962879.98acc6742512.15262.4
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:69aaa85072b5b48c1dc58cea6a0528f2fb55af9e67d2d6f9581633f7f3aa028d
|
3 |
+
size 5707
|
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:b3495e8233722ea9d7d383500a9885a5eb0d2109ab47d55bfc5540a43af54e46
|
3 |
size 17549312
|
run-2/checkpoint-1548/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-2/checkpoint-1548/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b993a69647f4da2ddefbac3afa394d1242a6d3a98848dbe6840c416d09fd0310
|
3 |
+
size 17549312
|
run-2/checkpoint-1548/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7e2c364be10143ba6576de1138c89971ff43694d9fe0cb5dc7069bd015ea6fa3
|
3 |
+
size 35123898
|
run-2/checkpoint-1548/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:56ddbbc87b36b5871313fc71dae1a22c3ede13ff5a31af8b745553ca14ae3bba
|
3 |
+
size 14308
|
run-2/checkpoint-1548/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c2ed3774676d30c8778f81492662674301fe444a2bf18f6077e0c63b85ea07a7
|
3 |
+
size 1064
|
run-2/checkpoint-1548/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-2/checkpoint-1548/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-1548/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-2/checkpoint-1548/trainer_state.json
ADDED
@@ -0,0 +1,218 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.79,
|
3 |
+
"best_model_checkpoint": "Bert_tinybert-distilled/run-2/checkpoint-1548",
|
4 |
+
"epoch": 9.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1548,
|
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": 0.39246517419815063,
|
14 |
+
"learning_rate": 4.639522353304605e-05,
|
15 |
+
"loss": 0.2489,
|
16 |
+
"step": 172
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_AUC": 0.786481777777778,
|
21 |
+
"eval_BAC": 0.6966666666666667,
|
22 |
+
"eval_MCC": 0.4004741770824115,
|
23 |
+
"eval_PR_AUC": 0.7486102682312443,
|
24 |
+
"eval_accuracy": 0.6966666666666667,
|
25 |
+
"eval_loss": 0.23812349140644073,
|
26 |
+
"eval_runtime": 6.2157,
|
27 |
+
"eval_samples_per_second": 241.324,
|
28 |
+
"eval_steps_per_second": 7.561,
|
29 |
+
"step": 172
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 0.45007961988449097,
|
34 |
+
"learning_rate": 4.1240198696040935e-05,
|
35 |
+
"loss": 0.2402,
|
36 |
+
"step": 344
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_AUC": 0.8126222222222222,
|
41 |
+
"eval_BAC": 0.7553333333333334,
|
42 |
+
"eval_MCC": 0.5408380051918336,
|
43 |
+
"eval_PR_AUC": 0.7628286445519327,
|
44 |
+
"eval_accuracy": 0.7553333333333333,
|
45 |
+
"eval_loss": 0.23252661526203156,
|
46 |
+
"eval_runtime": 6.2733,
|
47 |
+
"eval_samples_per_second": 239.107,
|
48 |
+
"eval_steps_per_second": 7.492,
|
49 |
+
"step": 344
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 0.5242908596992493,
|
54 |
+
"learning_rate": 3.608517385903581e-05,
|
55 |
+
"loss": 0.2384,
|
56 |
+
"step": 516
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_AUC": 0.8210719999999999,
|
61 |
+
"eval_BAC": 0.754,
|
62 |
+
"eval_MCC": 0.5442085309980096,
|
63 |
+
"eval_PR_AUC": 0.7771659186047205,
|
64 |
+
"eval_accuracy": 0.754,
|
65 |
+
"eval_loss": 0.23356583714485168,
|
66 |
+
"eval_runtime": 6.2379,
|
67 |
+
"eval_samples_per_second": 240.465,
|
68 |
+
"eval_steps_per_second": 7.535,
|
69 |
+
"step": 516
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 0.7818685173988342,
|
74 |
+
"learning_rate": 3.0930149022030695e-05,
|
75 |
+
"loss": 0.237,
|
76 |
+
"step": 688
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_AUC": 0.8297351111111111,
|
81 |
+
"eval_BAC": 0.7686666666666666,
|
82 |
+
"eval_MCC": 0.5525864831739952,
|
83 |
+
"eval_PR_AUC": 0.7854176937233266,
|
84 |
+
"eval_accuracy": 0.7686666666666667,
|
85 |
+
"eval_loss": 0.2301863133907318,
|
86 |
+
"eval_runtime": 6.2464,
|
87 |
+
"eval_samples_per_second": 240.136,
|
88 |
+
"eval_steps_per_second": 7.524,
|
89 |
+
"step": 688
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 0.7255853414535522,
|
94 |
+
"learning_rate": 2.577512418502558e-05,
|
95 |
+
"loss": 0.2362,
|
96 |
+
"step": 860
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_AUC": 0.836256,
|
101 |
+
"eval_BAC": 0.7666666666666666,
|
102 |
+
"eval_MCC": 0.5542293013644021,
|
103 |
+
"eval_PR_AUC": 0.7972297123276614,
|
104 |
+
"eval_accuracy": 0.7666666666666667,
|
105 |
+
"eval_loss": 0.22993715107440948,
|
106 |
+
"eval_runtime": 6.2748,
|
107 |
+
"eval_samples_per_second": 239.051,
|
108 |
+
"eval_steps_per_second": 7.49,
|
109 |
+
"step": 860
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 0.7448613047599792,
|
114 |
+
"learning_rate": 2.0620099348020468e-05,
|
115 |
+
"loss": 0.235,
|
116 |
+
"step": 1032
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_AUC": 0.8438133333333333,
|
121 |
+
"eval_BAC": 0.778,
|
122 |
+
"eval_MCC": 0.5714092913131209,
|
123 |
+
"eval_PR_AUC": 0.8061543385382132,
|
124 |
+
"eval_accuracy": 0.778,
|
125 |
+
"eval_loss": 0.22893689572811127,
|
126 |
+
"eval_runtime": 6.2414,
|
127 |
+
"eval_samples_per_second": 240.331,
|
128 |
+
"eval_steps_per_second": 7.53,
|
129 |
+
"step": 1032
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 0.7925253510475159,
|
134 |
+
"learning_rate": 1.5465074511015347e-05,
|
135 |
+
"loss": 0.2345,
|
136 |
+
"step": 1204
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_AUC": 0.8473991111111112,
|
141 |
+
"eval_BAC": 0.782,
|
142 |
+
"eval_MCC": 0.5792569729386494,
|
143 |
+
"eval_PR_AUC": 0.8108360182006333,
|
144 |
+
"eval_accuracy": 0.782,
|
145 |
+
"eval_loss": 0.2287604957818985,
|
146 |
+
"eval_runtime": 6.2713,
|
147 |
+
"eval_samples_per_second": 239.186,
|
148 |
+
"eval_steps_per_second": 7.494,
|
149 |
+
"step": 1204
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 0.35333141684532166,
|
154 |
+
"learning_rate": 1.0310049674010234e-05,
|
155 |
+
"loss": 0.234,
|
156 |
+
"step": 1376
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_AUC": 0.8490613333333333,
|
161 |
+
"eval_BAC": 0.788,
|
162 |
+
"eval_MCC": 0.5830155950947427,
|
163 |
+
"eval_PR_AUC": 0.8120541754208705,
|
164 |
+
"eval_accuracy": 0.788,
|
165 |
+
"eval_loss": 0.2279704362154007,
|
166 |
+
"eval_runtime": 6.2416,
|
167 |
+
"eval_samples_per_second": 240.322,
|
168 |
+
"eval_steps_per_second": 7.53,
|
169 |
+
"step": 1376
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 0.44008931517601013,
|
174 |
+
"learning_rate": 5.155024837005117e-06,
|
175 |
+
"loss": 0.2331,
|
176 |
+
"step": 1548
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_AUC": 0.8531626666666667,
|
181 |
+
"eval_BAC": 0.79,
|
182 |
+
"eval_MCC": 0.5917962039710227,
|
183 |
+
"eval_PR_AUC": 0.81588940138238,
|
184 |
+
"eval_accuracy": 0.79,
|
185 |
+
"eval_loss": 0.22790811955928802,
|
186 |
+
"eval_runtime": 6.2673,
|
187 |
+
"eval_samples_per_second": 239.338,
|
188 |
+
"eval_steps_per_second": 7.499,
|
189 |
+
"step": 1548
|
190 |
+
}
|
191 |
+
],
|
192 |
+
"logging_steps": 500,
|
193 |
+
"max_steps": 1720,
|
194 |
+
"num_input_tokens_seen": 0,
|
195 |
+
"num_train_epochs": 10,
|
196 |
+
"save_steps": 500,
|
197 |
+
"stateful_callbacks": {
|
198 |
+
"TrainerControl": {
|
199 |
+
"args": {
|
200 |
+
"should_epoch_stop": false,
|
201 |
+
"should_evaluate": false,
|
202 |
+
"should_log": false,
|
203 |
+
"should_save": true,
|
204 |
+
"should_training_stop": false
|
205 |
+
},
|
206 |
+
"attributes": {}
|
207 |
+
}
|
208 |
+
},
|
209 |
+
"total_flos": 4053399570000.0,
|
210 |
+
"train_batch_size": 32,
|
211 |
+
"trial_name": null,
|
212 |
+
"trial_params": {
|
213 |
+
"alpha": 0.3558486326039224,
|
214 |
+
"learning_rate": 5.155024837005116e-05,
|
215 |
+
"num_train_epochs": 10,
|
216 |
+
"temperature": 4
|
217 |
+
}
|
218 |
+
}
|
run-2/checkpoint-1548/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e9bd69b3929a44bec8f4cb67348238146f431e97b360ab6f0d8fff3cfab94f36
|
3 |
+
size 5240
|
run-2/checkpoint-1548/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-1720/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-2/checkpoint-1720/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e3e0b5eecfba82e96ce61c64cb38b8b7b70a6b98fa441860533b1b7ab9eae566
|
3 |
+
size 17549312
|
run-2/checkpoint-1720/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:84db242a46e69f4820ae45fca69a588201a74f6cf1d866606ffd30b8c1c550c7
|
3 |
+
size 35123898
|
run-2/checkpoint-1720/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:906d505cd404ce212b8a0134eeccb5432e576aeee31e498d90e98c607a797df0
|
3 |
+
size 14308
|
run-2/checkpoint-1720/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dda1c5ae369a9bf33460356500caa574117b7ce71e8f5aecdda5eac2138f43dc
|
3 |
+
size 1064
|
run-2/checkpoint-1720/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-2/checkpoint-1720/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-1720/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-2/checkpoint-1720/trainer_state.json
ADDED
@@ -0,0 +1,238 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7926666666666666,
|
3 |
+
"best_model_checkpoint": "Bert_tinybert-distilled/run-2/checkpoint-1720",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1720,
|
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": 0.39246517419815063,
|
14 |
+
"learning_rate": 4.639522353304605e-05,
|
15 |
+
"loss": 0.2489,
|
16 |
+
"step": 172
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_AUC": 0.786481777777778,
|
21 |
+
"eval_BAC": 0.6966666666666667,
|
22 |
+
"eval_MCC": 0.4004741770824115,
|
23 |
+
"eval_PR_AUC": 0.7486102682312443,
|
24 |
+
"eval_accuracy": 0.6966666666666667,
|
25 |
+
"eval_loss": 0.23812349140644073,
|
26 |
+
"eval_runtime": 6.2157,
|
27 |
+
"eval_samples_per_second": 241.324,
|
28 |
+
"eval_steps_per_second": 7.561,
|
29 |
+
"step": 172
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 0.45007961988449097,
|
34 |
+
"learning_rate": 4.1240198696040935e-05,
|
35 |
+
"loss": 0.2402,
|
36 |
+
"step": 344
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_AUC": 0.8126222222222222,
|
41 |
+
"eval_BAC": 0.7553333333333334,
|
42 |
+
"eval_MCC": 0.5408380051918336,
|
43 |
+
"eval_PR_AUC": 0.7628286445519327,
|
44 |
+
"eval_accuracy": 0.7553333333333333,
|
45 |
+
"eval_loss": 0.23252661526203156,
|
46 |
+
"eval_runtime": 6.2733,
|
47 |
+
"eval_samples_per_second": 239.107,
|
48 |
+
"eval_steps_per_second": 7.492,
|
49 |
+
"step": 344
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 0.5242908596992493,
|
54 |
+
"learning_rate": 3.608517385903581e-05,
|
55 |
+
"loss": 0.2384,
|
56 |
+
"step": 516
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_AUC": 0.8210719999999999,
|
61 |
+
"eval_BAC": 0.754,
|
62 |
+
"eval_MCC": 0.5442085309980096,
|
63 |
+
"eval_PR_AUC": 0.7771659186047205,
|
64 |
+
"eval_accuracy": 0.754,
|
65 |
+
"eval_loss": 0.23356583714485168,
|
66 |
+
"eval_runtime": 6.2379,
|
67 |
+
"eval_samples_per_second": 240.465,
|
68 |
+
"eval_steps_per_second": 7.535,
|
69 |
+
"step": 516
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 0.7818685173988342,
|
74 |
+
"learning_rate": 3.0930149022030695e-05,
|
75 |
+
"loss": 0.237,
|
76 |
+
"step": 688
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_AUC": 0.8297351111111111,
|
81 |
+
"eval_BAC": 0.7686666666666666,
|
82 |
+
"eval_MCC": 0.5525864831739952,
|
83 |
+
"eval_PR_AUC": 0.7854176937233266,
|
84 |
+
"eval_accuracy": 0.7686666666666667,
|
85 |
+
"eval_loss": 0.2301863133907318,
|
86 |
+
"eval_runtime": 6.2464,
|
87 |
+
"eval_samples_per_second": 240.136,
|
88 |
+
"eval_steps_per_second": 7.524,
|
89 |
+
"step": 688
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 0.7255853414535522,
|
94 |
+
"learning_rate": 2.577512418502558e-05,
|
95 |
+
"loss": 0.2362,
|
96 |
+
"step": 860
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_AUC": 0.836256,
|
101 |
+
"eval_BAC": 0.7666666666666666,
|
102 |
+
"eval_MCC": 0.5542293013644021,
|
103 |
+
"eval_PR_AUC": 0.7972297123276614,
|
104 |
+
"eval_accuracy": 0.7666666666666667,
|
105 |
+
"eval_loss": 0.22993715107440948,
|
106 |
+
"eval_runtime": 6.2748,
|
107 |
+
"eval_samples_per_second": 239.051,
|
108 |
+
"eval_steps_per_second": 7.49,
|
109 |
+
"step": 860
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 0.7448613047599792,
|
114 |
+
"learning_rate": 2.0620099348020468e-05,
|
115 |
+
"loss": 0.235,
|
116 |
+
"step": 1032
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_AUC": 0.8438133333333333,
|
121 |
+
"eval_BAC": 0.778,
|
122 |
+
"eval_MCC": 0.5714092913131209,
|
123 |
+
"eval_PR_AUC": 0.8061543385382132,
|
124 |
+
"eval_accuracy": 0.778,
|
125 |
+
"eval_loss": 0.22893689572811127,
|
126 |
+
"eval_runtime": 6.2414,
|
127 |
+
"eval_samples_per_second": 240.331,
|
128 |
+
"eval_steps_per_second": 7.53,
|
129 |
+
"step": 1032
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 0.7925253510475159,
|
134 |
+
"learning_rate": 1.5465074511015347e-05,
|
135 |
+
"loss": 0.2345,
|
136 |
+
"step": 1204
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_AUC": 0.8473991111111112,
|
141 |
+
"eval_BAC": 0.782,
|
142 |
+
"eval_MCC": 0.5792569729386494,
|
143 |
+
"eval_PR_AUC": 0.8108360182006333,
|
144 |
+
"eval_accuracy": 0.782,
|
145 |
+
"eval_loss": 0.2287604957818985,
|
146 |
+
"eval_runtime": 6.2713,
|
147 |
+
"eval_samples_per_second": 239.186,
|
148 |
+
"eval_steps_per_second": 7.494,
|
149 |
+
"step": 1204
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 0.35333141684532166,
|
154 |
+
"learning_rate": 1.0310049674010234e-05,
|
155 |
+
"loss": 0.234,
|
156 |
+
"step": 1376
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_AUC": 0.8490613333333333,
|
161 |
+
"eval_BAC": 0.788,
|
162 |
+
"eval_MCC": 0.5830155950947427,
|
163 |
+
"eval_PR_AUC": 0.8120541754208705,
|
164 |
+
"eval_accuracy": 0.788,
|
165 |
+
"eval_loss": 0.2279704362154007,
|
166 |
+
"eval_runtime": 6.2416,
|
167 |
+
"eval_samples_per_second": 240.322,
|
168 |
+
"eval_steps_per_second": 7.53,
|
169 |
+
"step": 1376
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 0.44008931517601013,
|
174 |
+
"learning_rate": 5.155024837005117e-06,
|
175 |
+
"loss": 0.2331,
|
176 |
+
"step": 1548
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_AUC": 0.8531626666666667,
|
181 |
+
"eval_BAC": 0.79,
|
182 |
+
"eval_MCC": 0.5917962039710227,
|
183 |
+
"eval_PR_AUC": 0.81588940138238,
|
184 |
+
"eval_accuracy": 0.79,
|
185 |
+
"eval_loss": 0.22790811955928802,
|
186 |
+
"eval_runtime": 6.2673,
|
187 |
+
"eval_samples_per_second": 239.338,
|
188 |
+
"eval_steps_per_second": 7.499,
|
189 |
+
"step": 1548
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 10.0,
|
193 |
+
"grad_norm": 0.5285153388977051,
|
194 |
+
"learning_rate": 0.0,
|
195 |
+
"loss": 0.2334,
|
196 |
+
"step": 1720
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 10.0,
|
200 |
+
"eval_AUC": 0.8541422222222221,
|
201 |
+
"eval_BAC": 0.7926666666666666,
|
202 |
+
"eval_MCC": 0.5969110830375018,
|
203 |
+
"eval_PR_AUC": 0.8163240976491174,
|
204 |
+
"eval_accuracy": 0.7926666666666666,
|
205 |
+
"eval_loss": 0.22778959572315216,
|
206 |
+
"eval_runtime": 6.2536,
|
207 |
+
"eval_samples_per_second": 239.861,
|
208 |
+
"eval_steps_per_second": 7.516,
|
209 |
+
"step": 1720
|
210 |
+
}
|
211 |
+
],
|
212 |
+
"logging_steps": 500,
|
213 |
+
"max_steps": 1720,
|
214 |
+
"num_input_tokens_seen": 0,
|
215 |
+
"num_train_epochs": 10,
|
216 |
+
"save_steps": 500,
|
217 |
+
"stateful_callbacks": {
|
218 |
+
"TrainerControl": {
|
219 |
+
"args": {
|
220 |
+
"should_epoch_stop": false,
|
221 |
+
"should_evaluate": false,
|
222 |
+
"should_log": false,
|
223 |
+
"should_save": true,
|
224 |
+
"should_training_stop": true
|
225 |
+
},
|
226 |
+
"attributes": {}
|
227 |
+
}
|
228 |
+
},
|
229 |
+
"total_flos": 4503777300000.0,
|
230 |
+
"train_batch_size": 32,
|
231 |
+
"trial_name": null,
|
232 |
+
"trial_params": {
|
233 |
+
"alpha": 0.3558486326039224,
|
234 |
+
"learning_rate": 5.155024837005116e-05,
|
235 |
+
"num_train_epochs": 10,
|
236 |
+
"temperature": 4
|
237 |
+
}
|
238 |
+
}
|
run-2/checkpoint-1720/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e9bd69b3929a44bec8f4cb67348238146f431e97b360ab6f0d8fff3cfab94f36
|
3 |
+
size 5240
|
run-2/checkpoint-1720/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-172/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-3/checkpoint-172/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3495e8233722ea9d7d383500a9885a5eb0d2109ab47d55bfc5540a43af54e46
|
3 |
+
size 17549312
|
run-3/checkpoint-172/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1303c775d21d38e5c71ed40c51ed7ca99d15c3b7697999c48aaae77492d605c6
|
3 |
+
size 35123898
|
run-3/checkpoint-172/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b99cb6263c36c5c191e9bbbef2d3167790018df547076ed69608752e2b4353d4
|
3 |
+
size 14308
|
run-3/checkpoint-172/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c2bb1d4b5e2791068c8926802d6cab96c136572ea664c036db3c50400d9f9f4f
|
3 |
+
size 1064
|
run-3/checkpoint-172/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-3/checkpoint-172/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-3/checkpoint-172/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-3/checkpoint-172/trainer_state.json
ADDED
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.5333333333333333,
|
3 |
+
"best_model_checkpoint": "Bert_tinybert-distilled/run-3/checkpoint-172",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 172,
|
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": 0.06025523692369461,
|
14 |
+
"learning_rate": 1.750045443660438e-05,
|
15 |
+
"loss": 0.0574,
|
16 |
+
"step": 172
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_AUC": 0.6860142222222222,
|
21 |
+
"eval_BAC": 0.5333333333333333,
|
22 |
+
"eval_MCC": 0.14834770727423166,
|
23 |
+
"eval_PR_AUC": 0.6557725052787473,
|
24 |
+
"eval_accuracy": 0.5333333333333333,
|
25 |
+
"eval_loss": 0.05601842328906059,
|
26 |
+
"eval_runtime": 6.3117,
|
27 |
+
"eval_samples_per_second": 237.654,
|
28 |
+
"eval_steps_per_second": 7.446,
|
29 |
+
"step": 172
|
30 |
+
}
|
31 |
+
],
|
32 |
+
"logging_steps": 500,
|
33 |
+
"max_steps": 688,
|
34 |
+
"num_input_tokens_seen": 0,
|
35 |
+
"num_train_epochs": 4,
|
36 |
+
"save_steps": 500,
|
37 |
+
"stateful_callbacks": {
|
38 |
+
"TrainerControl": {
|
39 |
+
"args": {
|
40 |
+
"should_epoch_stop": false,
|
41 |
+
"should_evaluate": false,
|
42 |
+
"should_log": false,
|
43 |
+
"should_save": true,
|
44 |
+
"should_training_stop": false
|
45 |
+
},
|
46 |
+
"attributes": {}
|
47 |
+
}
|
48 |
+
},
|
49 |
+
"total_flos": 450377730000.0,
|
50 |
+
"train_batch_size": 32,
|
51 |
+
"trial_name": null,
|
52 |
+
"trial_params": {
|
53 |
+
"alpha": 0.07282268127135982,
|
54 |
+
"learning_rate": 2.333393924880584e-05,
|
55 |
+
"num_train_epochs": 4,
|
56 |
+
"temperature": 19
|
57 |
+
}
|
58 |
+
}
|
run-3/checkpoint-172/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ac229c98c6bdd9f587e559a419af2e54959e4f4e987fa74451dc16869d3838c
|
3 |
+
size 5240
|
run-3/checkpoint-172/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:
|
3 |
size 5240
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ac229c98c6bdd9f587e559a419af2e54959e4f4e987fa74451dc16869d3838c
|
3 |
size 5240
|