Training in progress, epoch 11
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- logs/events.out.tfevents.1713594488.1376c752d37a.9760.61 +3 -0
- logs/events.out.tfevents.1713594692.1376c752d37a.9760.62 +3 -0
- logs/events.out.tfevents.1713594726.1376c752d37a.9760.63 +3 -0
- logs/events.out.tfevents.1713594894.1376c752d37a.9760.64 +3 -0
- model.safetensors +1 -1
- run-10/checkpoint-1926/config.json +34 -0
- run-10/checkpoint-1926/model.safetensors +3 -0
- run-10/checkpoint-1926/optimizer.pt +3 -0
- run-10/checkpoint-1926/rng_state.pth +3 -0
- run-10/checkpoint-1926/scheduler.pt +3 -0
- run-10/checkpoint-1926/special_tokens_map.json +7 -0
- run-10/checkpoint-1926/tokenizer.json +0 -0
- run-10/checkpoint-1926/tokenizer_config.json +57 -0
- run-10/checkpoint-1926/trainer_state.json +206 -0
- run-10/checkpoint-1926/training_args.bin +3 -0
- run-10/checkpoint-1926/vocab.txt +0 -0
- run-10/checkpoint-2140/config.json +34 -0
- run-10/checkpoint-2140/model.safetensors +3 -0
- run-10/checkpoint-2140/optimizer.pt +3 -0
- run-10/checkpoint-2140/rng_state.pth +3 -0
- run-10/checkpoint-2140/scheduler.pt +3 -0
- run-10/checkpoint-2140/special_tokens_map.json +7 -0
- run-10/checkpoint-2140/tokenizer.json +0 -0
- run-10/checkpoint-2140/tokenizer_config.json +57 -0
- run-10/checkpoint-2140/trainer_state.json +226 -0
- run-10/checkpoint-2140/training_args.bin +3 -0
- run-10/checkpoint-2140/vocab.txt +0 -0
- run-11/checkpoint-2140/config.json +34 -0
- run-11/checkpoint-2140/model.safetensors +3 -0
- run-11/checkpoint-2140/optimizer.pt +3 -0
- run-11/checkpoint-2140/rng_state.pth +3 -0
- run-11/checkpoint-2140/scheduler.pt +3 -0
- run-11/checkpoint-2140/special_tokens_map.json +7 -0
- run-11/checkpoint-2140/tokenizer.json +0 -0
- run-11/checkpoint-2140/tokenizer_config.json +57 -0
- run-11/checkpoint-2140/trainer_state.json +226 -0
- run-11/checkpoint-2140/training_args.bin +3 -0
- run-11/checkpoint-2140/vocab.txt +0 -0
- run-11/checkpoint-2354/config.json +34 -0
- run-11/checkpoint-2354/model.safetensors +3 -0
- run-11/checkpoint-2354/optimizer.pt +3 -0
- run-11/checkpoint-2354/rng_state.pth +3 -0
- run-11/checkpoint-2354/scheduler.pt +3 -0
- run-11/checkpoint-2354/special_tokens_map.json +7 -0
- run-11/checkpoint-2354/tokenizer.json +0 -0
- run-11/checkpoint-2354/tokenizer_config.json +57 -0
- run-11/checkpoint-2354/trainer_state.json +246 -0
- run-11/checkpoint-2354/training_args.bin +3 -0
- run-11/checkpoint-2354/vocab.txt +0 -0
- run-8/checkpoint-2140/config.json +34 -0
logs/events.out.tfevents.1713594488.1376c752d37a.9760.61
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ccc5b96ad90f9cf6cd886e6b93d7de539016da13e2e6306c9fd1c4b8ef2a8652
|
3 |
+
size 13868
|
logs/events.out.tfevents.1713594692.1376c752d37a.9760.62
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:782ca5e02b94ae48a11188bfd1e28b8e70438d6be4f432ab9d73903756b3c188
|
3 |
+
size 6212
|
logs/events.out.tfevents.1713594726.1376c752d37a.9760.63
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b45ea4c8e1247616d8b3c1fd3a0d27f6f605bc126d3c67fbca41c3251ca40c2d
|
3 |
+
size 12407
|
logs/events.out.tfevents.1713594894.1376c752d37a.9760.64
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5c6ae96e6638c4754accfdca50acacba2f61c00ed2311939b60c75ec54cba47a
|
3 |
+
size 13138
|
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:f7c8455ed7ddb848b491c3f9183148962c793cf1f02086a98ba43b722f6ae4ce
|
3 |
size 17549312
|
run-10/checkpoint-1926/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-10/checkpoint-1926/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6fb9a5154989158cf03e472860816198c094c18bb24799b3b85cc21f47f99a48
|
3 |
+
size 17549312
|
run-10/checkpoint-1926/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a85796ba438a7256c9ccbed492c0ca5214d3bf77d81c312f005f119519df8fc1
|
3 |
+
size 35123898
|
run-10/checkpoint-1926/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2411fdfdbcf5b48d15f394158baa93e72fe1dc9a2034dc7fa2b11b876e3bf2a
|
3 |
+
size 14308
|
run-10/checkpoint-1926/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee42ddf5c91d5af3ddabab385bf851359111fc42b1823c3d2a49a383fb36195d
|
3 |
+
size 1064
|
run-10/checkpoint-1926/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-10/checkpoint-1926/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-10/checkpoint-1926/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-10/checkpoint-1926/trainer_state.json
ADDED
@@ -0,0 +1,206 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7709431751611013,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-10/checkpoint-1926",
|
4 |
+
"epoch": 9.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1926,
|
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": 8.383261680603027,
|
14 |
+
"learning_rate": 0.00019166625457051745,
|
15 |
+
"loss": 0.5952,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7076742823667252,
|
21 |
+
"eval_f1": 0.3907203907203907,
|
22 |
+
"eval_loss": 0.5565764307975769,
|
23 |
+
"eval_mcc": 0.2694716353370074,
|
24 |
+
"eval_precision": 0.64,
|
25 |
+
"eval_recall": 0.281195079086116,
|
26 |
+
"eval_runtime": 3.1354,
|
27 |
+
"eval_samples_per_second": 544.427,
|
28 |
+
"eval_steps_per_second": 17.223,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.881709575653076,
|
34 |
+
"learning_rate": 0.00017037000406268217,
|
35 |
+
"loss": 0.531,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7246631517281781,
|
41 |
+
"eval_f1": 0.520408163265306,
|
42 |
+
"eval_loss": 0.5205469727516174,
|
43 |
+
"eval_mcc": 0.3429768856541182,
|
44 |
+
"eval_precision": 0.6204379562043796,
|
45 |
+
"eval_recall": 0.44815465729349735,
|
46 |
+
"eval_runtime": 3.9179,
|
47 |
+
"eval_samples_per_second": 435.687,
|
48 |
+
"eval_steps_per_second": 13.783,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.652766227722168,
|
54 |
+
"learning_rate": 0.00014907375355484689,
|
55 |
+
"loss": 0.5039,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7492677211482133,
|
61 |
+
"eval_f1": 0.5169300225733634,
|
62 |
+
"eval_loss": 0.5036008358001709,
|
63 |
+
"eval_mcc": 0.3941392583108005,
|
64 |
+
"eval_precision": 0.722397476340694,
|
65 |
+
"eval_recall": 0.4024604569420035,
|
66 |
+
"eval_runtime": 3.1479,
|
67 |
+
"eval_samples_per_second": 542.261,
|
68 |
+
"eval_steps_per_second": 17.154,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 5.058462619781494,
|
74 |
+
"learning_rate": 0.0001277775030470116,
|
75 |
+
"loss": 0.4923,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7521968365553603,
|
81 |
+
"eval_f1": 0.5209513023782559,
|
82 |
+
"eval_loss": 0.49394065141677856,
|
83 |
+
"eval_mcc": 0.40200593502267246,
|
84 |
+
"eval_precision": 0.732484076433121,
|
85 |
+
"eval_recall": 0.40421792618629176,
|
86 |
+
"eval_runtime": 3.2248,
|
87 |
+
"eval_samples_per_second": 529.338,
|
88 |
+
"eval_steps_per_second": 16.745,
|
89 |
+
"step": 856
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 5.336209297180176,
|
94 |
+
"learning_rate": 0.00010648125253917635,
|
95 |
+
"loss": 0.4809,
|
96 |
+
"step": 1070
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.760398359695372,
|
101 |
+
"eval_f1": 0.5490628445424476,
|
102 |
+
"eval_loss": 0.48668524622917175,
|
103 |
+
"eval_mcc": 0.42515592515592515,
|
104 |
+
"eval_precision": 0.7366863905325444,
|
105 |
+
"eval_recall": 0.437609841827768,
|
106 |
+
"eval_runtime": 3.1454,
|
107 |
+
"eval_samples_per_second": 542.701,
|
108 |
+
"eval_steps_per_second": 17.168,
|
109 |
+
"step": 1070
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 5.197123050689697,
|
114 |
+
"learning_rate": 8.518500203134108e-05,
|
115 |
+
"loss": 0.4741,
|
116 |
+
"step": 1284
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.7598125366139425,
|
121 |
+
"eval_f1": 0.5883534136546184,
|
122 |
+
"eval_loss": 0.48185786604881287,
|
123 |
+
"eval_mcc": 0.4323191909966307,
|
124 |
+
"eval_precision": 0.6861826697892272,
|
125 |
+
"eval_recall": 0.5149384885764499,
|
126 |
+
"eval_runtime": 3.2476,
|
127 |
+
"eval_samples_per_second": 525.615,
|
128 |
+
"eval_steps_per_second": 16.628,
|
129 |
+
"step": 1284
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 5.824602127075195,
|
134 |
+
"learning_rate": 6.38887515235058e-05,
|
135 |
+
"loss": 0.4642,
|
136 |
+
"step": 1498
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.7697715289982425,
|
141 |
+
"eval_f1": 0.5814696485623003,
|
142 |
+
"eval_loss": 0.47905731201171875,
|
143 |
+
"eval_mcc": 0.45140334971229035,
|
144 |
+
"eval_precision": 0.7378378378378379,
|
145 |
+
"eval_recall": 0.4797891036906854,
|
146 |
+
"eval_runtime": 3.1541,
|
147 |
+
"eval_samples_per_second": 541.195,
|
148 |
+
"eval_steps_per_second": 17.12,
|
149 |
+
"step": 1498
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 6.0699849128723145,
|
154 |
+
"learning_rate": 4.259250101567054e-05,
|
155 |
+
"loss": 0.4534,
|
156 |
+
"step": 1712
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.7639132981839485,
|
161 |
+
"eval_f1": 0.5780104712041885,
|
162 |
+
"eval_loss": 0.4776459038257599,
|
163 |
+
"eval_mcc": 0.4376855515817711,
|
164 |
+
"eval_precision": 0.7150259067357513,
|
165 |
+
"eval_recall": 0.4850615114235501,
|
166 |
+
"eval_runtime": 3.3925,
|
167 |
+
"eval_samples_per_second": 503.169,
|
168 |
+
"eval_steps_per_second": 15.917,
|
169 |
+
"step": 1712
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 4.322149753570557,
|
174 |
+
"learning_rate": 2.129625050783527e-05,
|
175 |
+
"loss": 0.454,
|
176 |
+
"step": 1926
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.7709431751611013,
|
181 |
+
"eval_f1": 0.606243705941591,
|
182 |
+
"eval_loss": 0.4749068319797516,
|
183 |
+
"eval_mcc": 0.4592236637293635,
|
184 |
+
"eval_precision": 0.7099056603773585,
|
185 |
+
"eval_recall": 0.5289982425307557,
|
186 |
+
"eval_runtime": 3.1452,
|
187 |
+
"eval_samples_per_second": 542.727,
|
188 |
+
"eval_steps_per_second": 17.169,
|
189 |
+
"step": 1926
|
190 |
+
}
|
191 |
+
],
|
192 |
+
"logging_steps": 500,
|
193 |
+
"max_steps": 2140,
|
194 |
+
"num_input_tokens_seen": 0,
|
195 |
+
"num_train_epochs": 10,
|
196 |
+
"save_steps": 500,
|
197 |
+
"total_flos": 4722980979960.0,
|
198 |
+
"train_batch_size": 32,
|
199 |
+
"trial_name": null,
|
200 |
+
"trial_params": {
|
201 |
+
"alpha": 0.9841007089206046,
|
202 |
+
"learning_rate": 0.0002129625050783527,
|
203 |
+
"num_train_epochs": 10,
|
204 |
+
"temperature": 10
|
205 |
+
}
|
206 |
+
}
|
run-10/checkpoint-1926/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:24840125a320a441e6b4f08ad7598cad2e386fff76bf035b05deefa181d478fd
|
3 |
+
size 5048
|
run-10/checkpoint-1926/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-10/checkpoint-2140/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-10/checkpoint-2140/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b3006deece588ef686aa90f5af22489aca82aee502d3c4598dc499f034de2bfd
|
3 |
+
size 17549312
|
run-10/checkpoint-2140/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c886181e07b34fd24d094ebae7a32850a195417c279cd9a5c780873dea0da3ea
|
3 |
+
size 35123898
|
run-10/checkpoint-2140/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ddb16c48b271d0534b9a61cb30864d6f8bb1c10a35f7fb5f704c529b2ed28df1
|
3 |
+
size 14308
|
run-10/checkpoint-2140/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c3f175a0e283d494021b65f38a7b3f3e0db70db73bf0e51bde635775ce89835d
|
3 |
+
size 1064
|
run-10/checkpoint-2140/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-10/checkpoint-2140/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-10/checkpoint-2140/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-10/checkpoint-2140/trainer_state.json
ADDED
@@ -0,0 +1,226 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7709431751611013,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-10/checkpoint-1926",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2140,
|
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": 8.383261680603027,
|
14 |
+
"learning_rate": 0.00019166625457051745,
|
15 |
+
"loss": 0.5952,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7076742823667252,
|
21 |
+
"eval_f1": 0.3907203907203907,
|
22 |
+
"eval_loss": 0.5565764307975769,
|
23 |
+
"eval_mcc": 0.2694716353370074,
|
24 |
+
"eval_precision": 0.64,
|
25 |
+
"eval_recall": 0.281195079086116,
|
26 |
+
"eval_runtime": 3.1354,
|
27 |
+
"eval_samples_per_second": 544.427,
|
28 |
+
"eval_steps_per_second": 17.223,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.881709575653076,
|
34 |
+
"learning_rate": 0.00017037000406268217,
|
35 |
+
"loss": 0.531,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7246631517281781,
|
41 |
+
"eval_f1": 0.520408163265306,
|
42 |
+
"eval_loss": 0.5205469727516174,
|
43 |
+
"eval_mcc": 0.3429768856541182,
|
44 |
+
"eval_precision": 0.6204379562043796,
|
45 |
+
"eval_recall": 0.44815465729349735,
|
46 |
+
"eval_runtime": 3.9179,
|
47 |
+
"eval_samples_per_second": 435.687,
|
48 |
+
"eval_steps_per_second": 13.783,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.652766227722168,
|
54 |
+
"learning_rate": 0.00014907375355484689,
|
55 |
+
"loss": 0.5039,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7492677211482133,
|
61 |
+
"eval_f1": 0.5169300225733634,
|
62 |
+
"eval_loss": 0.5036008358001709,
|
63 |
+
"eval_mcc": 0.3941392583108005,
|
64 |
+
"eval_precision": 0.722397476340694,
|
65 |
+
"eval_recall": 0.4024604569420035,
|
66 |
+
"eval_runtime": 3.1479,
|
67 |
+
"eval_samples_per_second": 542.261,
|
68 |
+
"eval_steps_per_second": 17.154,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 5.058462619781494,
|
74 |
+
"learning_rate": 0.0001277775030470116,
|
75 |
+
"loss": 0.4923,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7521968365553603,
|
81 |
+
"eval_f1": 0.5209513023782559,
|
82 |
+
"eval_loss": 0.49394065141677856,
|
83 |
+
"eval_mcc": 0.40200593502267246,
|
84 |
+
"eval_precision": 0.732484076433121,
|
85 |
+
"eval_recall": 0.40421792618629176,
|
86 |
+
"eval_runtime": 3.2248,
|
87 |
+
"eval_samples_per_second": 529.338,
|
88 |
+
"eval_steps_per_second": 16.745,
|
89 |
+
"step": 856
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 5.336209297180176,
|
94 |
+
"learning_rate": 0.00010648125253917635,
|
95 |
+
"loss": 0.4809,
|
96 |
+
"step": 1070
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.760398359695372,
|
101 |
+
"eval_f1": 0.5490628445424476,
|
102 |
+
"eval_loss": 0.48668524622917175,
|
103 |
+
"eval_mcc": 0.42515592515592515,
|
104 |
+
"eval_precision": 0.7366863905325444,
|
105 |
+
"eval_recall": 0.437609841827768,
|
106 |
+
"eval_runtime": 3.1454,
|
107 |
+
"eval_samples_per_second": 542.701,
|
108 |
+
"eval_steps_per_second": 17.168,
|
109 |
+
"step": 1070
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 5.197123050689697,
|
114 |
+
"learning_rate": 8.518500203134108e-05,
|
115 |
+
"loss": 0.4741,
|
116 |
+
"step": 1284
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.7598125366139425,
|
121 |
+
"eval_f1": 0.5883534136546184,
|
122 |
+
"eval_loss": 0.48185786604881287,
|
123 |
+
"eval_mcc": 0.4323191909966307,
|
124 |
+
"eval_precision": 0.6861826697892272,
|
125 |
+
"eval_recall": 0.5149384885764499,
|
126 |
+
"eval_runtime": 3.2476,
|
127 |
+
"eval_samples_per_second": 525.615,
|
128 |
+
"eval_steps_per_second": 16.628,
|
129 |
+
"step": 1284
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 5.824602127075195,
|
134 |
+
"learning_rate": 6.38887515235058e-05,
|
135 |
+
"loss": 0.4642,
|
136 |
+
"step": 1498
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.7697715289982425,
|
141 |
+
"eval_f1": 0.5814696485623003,
|
142 |
+
"eval_loss": 0.47905731201171875,
|
143 |
+
"eval_mcc": 0.45140334971229035,
|
144 |
+
"eval_precision": 0.7378378378378379,
|
145 |
+
"eval_recall": 0.4797891036906854,
|
146 |
+
"eval_runtime": 3.1541,
|
147 |
+
"eval_samples_per_second": 541.195,
|
148 |
+
"eval_steps_per_second": 17.12,
|
149 |
+
"step": 1498
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 6.0699849128723145,
|
154 |
+
"learning_rate": 4.259250101567054e-05,
|
155 |
+
"loss": 0.4534,
|
156 |
+
"step": 1712
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.7639132981839485,
|
161 |
+
"eval_f1": 0.5780104712041885,
|
162 |
+
"eval_loss": 0.4776459038257599,
|
163 |
+
"eval_mcc": 0.4376855515817711,
|
164 |
+
"eval_precision": 0.7150259067357513,
|
165 |
+
"eval_recall": 0.4850615114235501,
|
166 |
+
"eval_runtime": 3.3925,
|
167 |
+
"eval_samples_per_second": 503.169,
|
168 |
+
"eval_steps_per_second": 15.917,
|
169 |
+
"step": 1712
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 4.322149753570557,
|
174 |
+
"learning_rate": 2.129625050783527e-05,
|
175 |
+
"loss": 0.454,
|
176 |
+
"step": 1926
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.7709431751611013,
|
181 |
+
"eval_f1": 0.606243705941591,
|
182 |
+
"eval_loss": 0.4749068319797516,
|
183 |
+
"eval_mcc": 0.4592236637293635,
|
184 |
+
"eval_precision": 0.7099056603773585,
|
185 |
+
"eval_recall": 0.5289982425307557,
|
186 |
+
"eval_runtime": 3.1452,
|
187 |
+
"eval_samples_per_second": 542.727,
|
188 |
+
"eval_steps_per_second": 17.169,
|
189 |
+
"step": 1926
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 10.0,
|
193 |
+
"grad_norm": 4.512744426727295,
|
194 |
+
"learning_rate": 0.0,
|
195 |
+
"loss": 0.4483,
|
196 |
+
"step": 2140
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 10.0,
|
200 |
+
"eval_accuracy": 0.7685998828353837,
|
201 |
+
"eval_f1": 0.6123650637880275,
|
202 |
+
"eval_loss": 0.4747108519077301,
|
203 |
+
"eval_mcc": 0.4569275831344798,
|
204 |
+
"eval_precision": 0.6933333333333334,
|
205 |
+
"eval_recall": 0.5483304042179262,
|
206 |
+
"eval_runtime": 3.2975,
|
207 |
+
"eval_samples_per_second": 517.657,
|
208 |
+
"eval_steps_per_second": 16.376,
|
209 |
+
"step": 2140
|
210 |
+
}
|
211 |
+
],
|
212 |
+
"logging_steps": 500,
|
213 |
+
"max_steps": 2140,
|
214 |
+
"num_input_tokens_seen": 0,
|
215 |
+
"num_train_epochs": 10,
|
216 |
+
"save_steps": 500,
|
217 |
+
"total_flos": 5247756644400.0,
|
218 |
+
"train_batch_size": 32,
|
219 |
+
"trial_name": null,
|
220 |
+
"trial_params": {
|
221 |
+
"alpha": 0.9841007089206046,
|
222 |
+
"learning_rate": 0.0002129625050783527,
|
223 |
+
"num_train_epochs": 10,
|
224 |
+
"temperature": 10
|
225 |
+
}
|
226 |
+
}
|
run-10/checkpoint-2140/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:24840125a320a441e6b4f08ad7598cad2e386fff76bf035b05deefa181d478fd
|
3 |
+
size 5048
|
run-10/checkpoint-2140/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-11/checkpoint-2140/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-11/checkpoint-2140/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:188c97ad61aff2e5b6d0a7986fbaea611e1084832a9fa87c5ace12e1c1ed44a1
|
3 |
+
size 17549312
|
run-11/checkpoint-2140/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3b9e94ee6eaea9d78249540c83f730f37eedb9391c42bd54b4ab10b399ae3456
|
3 |
+
size 35123898
|
run-11/checkpoint-2140/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ddb16c48b271d0534b9a61cb30864d6f8bb1c10a35f7fb5f704c529b2ed28df1
|
3 |
+
size 14308
|
run-11/checkpoint-2140/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5acf84c0165126b15e88e5bef9fa7cffbd4b5a60868b508b353f061d2639d330
|
3 |
+
size 1064
|
run-11/checkpoint-2140/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-11/checkpoint-2140/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-11/checkpoint-2140/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-11/checkpoint-2140/trainer_state.json
ADDED
@@ -0,0 +1,226 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7750439367311072,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-11/checkpoint-2140",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2140,
|
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": 8.918547630310059,
|
14 |
+
"learning_rate": 0.00018354791279082705,
|
15 |
+
"loss": 0.5995,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7053309900410076,
|
21 |
+
"eval_f1": 0.4944723618090453,
|
22 |
+
"eval_loss": 0.5527746677398682,
|
23 |
+
"eval_mcc": 0.29864842708933803,
|
24 |
+
"eval_precision": 0.5774647887323944,
|
25 |
+
"eval_recall": 0.43233743409490333,
|
26 |
+
"eval_runtime": 3.1509,
|
27 |
+
"eval_samples_per_second": 541.75,
|
28 |
+
"eval_steps_per_second": 17.138,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 3.0788278579711914,
|
34 |
+
"learning_rate": 0.00016519312151174438,
|
35 |
+
"loss": 0.5413,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7258347978910369,
|
41 |
+
"eval_f1": 0.4845814977973568,
|
42 |
+
"eval_loss": 0.5296629071235657,
|
43 |
+
"eval_mcc": 0.33330907379505725,
|
44 |
+
"eval_precision": 0.6489675516224189,
|
45 |
+
"eval_recall": 0.3866432337434095,
|
46 |
+
"eval_runtime": 3.2724,
|
47 |
+
"eval_samples_per_second": 521.631,
|
48 |
+
"eval_steps_per_second": 16.502,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 3.197441339492798,
|
54 |
+
"learning_rate": 0.00014683833023266166,
|
55 |
+
"loss": 0.5154,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7258347978910369,
|
61 |
+
"eval_f1": 0.38421052631578945,
|
62 |
+
"eval_loss": 0.5396824479103088,
|
63 |
+
"eval_mcc": 0.32457545244467173,
|
64 |
+
"eval_precision": 0.7643979057591623,
|
65 |
+
"eval_recall": 0.2565905096660808,
|
66 |
+
"eval_runtime": 3.1857,
|
67 |
+
"eval_samples_per_second": 535.83,
|
68 |
+
"eval_steps_per_second": 16.951,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 3.9606778621673584,
|
74 |
+
"learning_rate": 0.00012848353895357893,
|
75 |
+
"loss": 0.504,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7264206209724663,
|
81 |
+
"eval_f1": 0.3942931258106355,
|
82 |
+
"eval_loss": 0.5155606269836426,
|
83 |
+
"eval_mcc": 0.32574276921975914,
|
84 |
+
"eval_precision": 0.7524752475247525,
|
85 |
+
"eval_recall": 0.2671353251318102,
|
86 |
+
"eval_runtime": 3.3181,
|
87 |
+
"eval_samples_per_second": 514.447,
|
88 |
+
"eval_steps_per_second": 16.274,
|
89 |
+
"step": 856
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 4.5369954109191895,
|
94 |
+
"learning_rate": 0.00011012874767449624,
|
95 |
+
"loss": 0.4946,
|
96 |
+
"step": 1070
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.7504393673110721,
|
101 |
+
"eval_f1": 0.5590062111801243,
|
102 |
+
"eval_loss": 0.5006516575813293,
|
103 |
+
"eval_mcc": 0.4049525635550248,
|
104 |
+
"eval_precision": 0.6801007556675063,
|
105 |
+
"eval_recall": 0.47451669595782076,
|
106 |
+
"eval_runtime": 3.155,
|
107 |
+
"eval_samples_per_second": 541.038,
|
108 |
+
"eval_steps_per_second": 17.115,
|
109 |
+
"step": 1070
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 5.3806962966918945,
|
114 |
+
"learning_rate": 9.177395639541353e-05,
|
115 |
+
"loss": 0.4829,
|
116 |
+
"step": 1284
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.7586408904510837,
|
121 |
+
"eval_f1": 0.603082851637765,
|
122 |
+
"eval_loss": 0.486370325088501,
|
123 |
+
"eval_mcc": 0.43615024061600965,
|
124 |
+
"eval_precision": 0.6673773987206824,
|
125 |
+
"eval_recall": 0.5500878734622144,
|
126 |
+
"eval_runtime": 3.9493,
|
127 |
+
"eval_samples_per_second": 432.226,
|
128 |
+
"eval_steps_per_second": 13.673,
|
129 |
+
"step": 1284
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 6.009945392608643,
|
134 |
+
"learning_rate": 7.341916511633083e-05,
|
135 |
+
"loss": 0.4704,
|
136 |
+
"step": 1498
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.7580550673696543,
|
141 |
+
"eval_f1": 0.5100830367734281,
|
142 |
+
"eval_loss": 0.4908476173877716,
|
143 |
+
"eval_mcc": 0.41865909968733495,
|
144 |
+
"eval_precision": 0.7846715328467153,
|
145 |
+
"eval_recall": 0.37785588752196836,
|
146 |
+
"eval_runtime": 3.1648,
|
147 |
+
"eval_samples_per_second": 539.371,
|
148 |
+
"eval_steps_per_second": 17.063,
|
149 |
+
"step": 1498
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 4.42345666885376,
|
154 |
+
"learning_rate": 5.506437383724812e-05,
|
155 |
+
"loss": 0.4564,
|
156 |
+
"step": 1712
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.7662565905096661,
|
161 |
+
"eval_f1": 0.5973763874873865,
|
162 |
+
"eval_loss": 0.47338271141052246,
|
163 |
+
"eval_mcc": 0.4474691814812865,
|
164 |
+
"eval_precision": 0.7014218009478673,
|
165 |
+
"eval_recall": 0.5202108963093146,
|
166 |
+
"eval_runtime": 3.2515,
|
167 |
+
"eval_samples_per_second": 524.99,
|
168 |
+
"eval_steps_per_second": 16.608,
|
169 |
+
"step": 1712
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 7.744714260101318,
|
174 |
+
"learning_rate": 3.6709582558165414e-05,
|
175 |
+
"loss": 0.4528,
|
176 |
+
"step": 1926
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.7656707674282367,
|
181 |
+
"eval_f1": 0.5975855130784709,
|
182 |
+
"eval_loss": 0.4673592448234558,
|
183 |
+
"eval_mcc": 0.4464084855010257,
|
184 |
+
"eval_precision": 0.6988235294117647,
|
185 |
+
"eval_recall": 0.5219683655536028,
|
186 |
+
"eval_runtime": 3.1615,
|
187 |
+
"eval_samples_per_second": 539.929,
|
188 |
+
"eval_steps_per_second": 17.08,
|
189 |
+
"step": 1926
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 10.0,
|
193 |
+
"grad_norm": 5.320211887359619,
|
194 |
+
"learning_rate": 1.8354791279082707e-05,
|
195 |
+
"loss": 0.4449,
|
196 |
+
"step": 2140
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 10.0,
|
200 |
+
"eval_accuracy": 0.7750439367311072,
|
201 |
+
"eval_f1": 0.6335877862595419,
|
202 |
+
"eval_loss": 0.4649231731891632,
|
203 |
+
"eval_mcc": 0.47665988640122975,
|
204 |
+
"eval_precision": 0.6931106471816284,
|
205 |
+
"eval_recall": 0.5834797891036907,
|
206 |
+
"eval_runtime": 3.2751,
|
207 |
+
"eval_samples_per_second": 521.205,
|
208 |
+
"eval_steps_per_second": 16.488,
|
209 |
+
"step": 2140
|
210 |
+
}
|
211 |
+
],
|
212 |
+
"logging_steps": 500,
|
213 |
+
"max_steps": 2354,
|
214 |
+
"num_input_tokens_seen": 0,
|
215 |
+
"num_train_epochs": 11,
|
216 |
+
"save_steps": 500,
|
217 |
+
"total_flos": 5247756644400.0,
|
218 |
+
"train_batch_size": 32,
|
219 |
+
"trial_name": null,
|
220 |
+
"trial_params": {
|
221 |
+
"alpha": 0.9896635045471636,
|
222 |
+
"learning_rate": 0.00020190270406990977,
|
223 |
+
"num_train_epochs": 11,
|
224 |
+
"temperature": 11
|
225 |
+
}
|
226 |
+
}
|
run-11/checkpoint-2140/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:91b75acdfed96024e41f75d5f04d6bad8799c334ee9a4d3bf53ad9d0b94d6df4
|
3 |
+
size 5048
|
run-11/checkpoint-2140/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-11/checkpoint-2354/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-11/checkpoint-2354/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7c8455ed7ddb848b491c3f9183148962c793cf1f02086a98ba43b722f6ae4ce
|
3 |
+
size 17549312
|
run-11/checkpoint-2354/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1c69c8a47d60a8229114b1a6e5765c5614534f2029777cdee4ab3dba9a2dc8f7
|
3 |
+
size 35123898
|
run-11/checkpoint-2354/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d86a1cc2be603ae8ad6d0dcc0791ff88331c7f3e5759ecb7af57b72362de36ff
|
3 |
+
size 14308
|
run-11/checkpoint-2354/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:34b387f82045ee791432b3c7c6543dcba918e556c042dd019b2b69165ac772b8
|
3 |
+
size 1064
|
run-11/checkpoint-2354/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-11/checkpoint-2354/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-11/checkpoint-2354/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-11/checkpoint-2354/trainer_state.json
ADDED
@@ -0,0 +1,246 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7750439367311072,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-11/checkpoint-2140",
|
4 |
+
"epoch": 11.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 2354,
|
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": 8.918547630310059,
|
14 |
+
"learning_rate": 0.00018354791279082705,
|
15 |
+
"loss": 0.5995,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7053309900410076,
|
21 |
+
"eval_f1": 0.4944723618090453,
|
22 |
+
"eval_loss": 0.5527746677398682,
|
23 |
+
"eval_mcc": 0.29864842708933803,
|
24 |
+
"eval_precision": 0.5774647887323944,
|
25 |
+
"eval_recall": 0.43233743409490333,
|
26 |
+
"eval_runtime": 3.1509,
|
27 |
+
"eval_samples_per_second": 541.75,
|
28 |
+
"eval_steps_per_second": 17.138,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 3.0788278579711914,
|
34 |
+
"learning_rate": 0.00016519312151174438,
|
35 |
+
"loss": 0.5413,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7258347978910369,
|
41 |
+
"eval_f1": 0.4845814977973568,
|
42 |
+
"eval_loss": 0.5296629071235657,
|
43 |
+
"eval_mcc": 0.33330907379505725,
|
44 |
+
"eval_precision": 0.6489675516224189,
|
45 |
+
"eval_recall": 0.3866432337434095,
|
46 |
+
"eval_runtime": 3.2724,
|
47 |
+
"eval_samples_per_second": 521.631,
|
48 |
+
"eval_steps_per_second": 16.502,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 3.197441339492798,
|
54 |
+
"learning_rate": 0.00014683833023266166,
|
55 |
+
"loss": 0.5154,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7258347978910369,
|
61 |
+
"eval_f1": 0.38421052631578945,
|
62 |
+
"eval_loss": 0.5396824479103088,
|
63 |
+
"eval_mcc": 0.32457545244467173,
|
64 |
+
"eval_precision": 0.7643979057591623,
|
65 |
+
"eval_recall": 0.2565905096660808,
|
66 |
+
"eval_runtime": 3.1857,
|
67 |
+
"eval_samples_per_second": 535.83,
|
68 |
+
"eval_steps_per_second": 16.951,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 3.9606778621673584,
|
74 |
+
"learning_rate": 0.00012848353895357893,
|
75 |
+
"loss": 0.504,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7264206209724663,
|
81 |
+
"eval_f1": 0.3942931258106355,
|
82 |
+
"eval_loss": 0.5155606269836426,
|
83 |
+
"eval_mcc": 0.32574276921975914,
|
84 |
+
"eval_precision": 0.7524752475247525,
|
85 |
+
"eval_recall": 0.2671353251318102,
|
86 |
+
"eval_runtime": 3.3181,
|
87 |
+
"eval_samples_per_second": 514.447,
|
88 |
+
"eval_steps_per_second": 16.274,
|
89 |
+
"step": 856
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 4.5369954109191895,
|
94 |
+
"learning_rate": 0.00011012874767449624,
|
95 |
+
"loss": 0.4946,
|
96 |
+
"step": 1070
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.7504393673110721,
|
101 |
+
"eval_f1": 0.5590062111801243,
|
102 |
+
"eval_loss": 0.5006516575813293,
|
103 |
+
"eval_mcc": 0.4049525635550248,
|
104 |
+
"eval_precision": 0.6801007556675063,
|
105 |
+
"eval_recall": 0.47451669595782076,
|
106 |
+
"eval_runtime": 3.155,
|
107 |
+
"eval_samples_per_second": 541.038,
|
108 |
+
"eval_steps_per_second": 17.115,
|
109 |
+
"step": 1070
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 5.3806962966918945,
|
114 |
+
"learning_rate": 9.177395639541353e-05,
|
115 |
+
"loss": 0.4829,
|
116 |
+
"step": 1284
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.7586408904510837,
|
121 |
+
"eval_f1": 0.603082851637765,
|
122 |
+
"eval_loss": 0.486370325088501,
|
123 |
+
"eval_mcc": 0.43615024061600965,
|
124 |
+
"eval_precision": 0.6673773987206824,
|
125 |
+
"eval_recall": 0.5500878734622144,
|
126 |
+
"eval_runtime": 3.9493,
|
127 |
+
"eval_samples_per_second": 432.226,
|
128 |
+
"eval_steps_per_second": 13.673,
|
129 |
+
"step": 1284
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 6.009945392608643,
|
134 |
+
"learning_rate": 7.341916511633083e-05,
|
135 |
+
"loss": 0.4704,
|
136 |
+
"step": 1498
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.7580550673696543,
|
141 |
+
"eval_f1": 0.5100830367734281,
|
142 |
+
"eval_loss": 0.4908476173877716,
|
143 |
+
"eval_mcc": 0.41865909968733495,
|
144 |
+
"eval_precision": 0.7846715328467153,
|
145 |
+
"eval_recall": 0.37785588752196836,
|
146 |
+
"eval_runtime": 3.1648,
|
147 |
+
"eval_samples_per_second": 539.371,
|
148 |
+
"eval_steps_per_second": 17.063,
|
149 |
+
"step": 1498
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 4.42345666885376,
|
154 |
+
"learning_rate": 5.506437383724812e-05,
|
155 |
+
"loss": 0.4564,
|
156 |
+
"step": 1712
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.7662565905096661,
|
161 |
+
"eval_f1": 0.5973763874873865,
|
162 |
+
"eval_loss": 0.47338271141052246,
|
163 |
+
"eval_mcc": 0.4474691814812865,
|
164 |
+
"eval_precision": 0.7014218009478673,
|
165 |
+
"eval_recall": 0.5202108963093146,
|
166 |
+
"eval_runtime": 3.2515,
|
167 |
+
"eval_samples_per_second": 524.99,
|
168 |
+
"eval_steps_per_second": 16.608,
|
169 |
+
"step": 1712
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 7.744714260101318,
|
174 |
+
"learning_rate": 3.6709582558165414e-05,
|
175 |
+
"loss": 0.4528,
|
176 |
+
"step": 1926
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.7656707674282367,
|
181 |
+
"eval_f1": 0.5975855130784709,
|
182 |
+
"eval_loss": 0.4673592448234558,
|
183 |
+
"eval_mcc": 0.4464084855010257,
|
184 |
+
"eval_precision": 0.6988235294117647,
|
185 |
+
"eval_recall": 0.5219683655536028,
|
186 |
+
"eval_runtime": 3.1615,
|
187 |
+
"eval_samples_per_second": 539.929,
|
188 |
+
"eval_steps_per_second": 17.08,
|
189 |
+
"step": 1926
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 10.0,
|
193 |
+
"grad_norm": 5.320211887359619,
|
194 |
+
"learning_rate": 1.8354791279082707e-05,
|
195 |
+
"loss": 0.4449,
|
196 |
+
"step": 2140
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 10.0,
|
200 |
+
"eval_accuracy": 0.7750439367311072,
|
201 |
+
"eval_f1": 0.6335877862595419,
|
202 |
+
"eval_loss": 0.4649231731891632,
|
203 |
+
"eval_mcc": 0.47665988640122975,
|
204 |
+
"eval_precision": 0.6931106471816284,
|
205 |
+
"eval_recall": 0.5834797891036907,
|
206 |
+
"eval_runtime": 3.2751,
|
207 |
+
"eval_samples_per_second": 521.205,
|
208 |
+
"eval_steps_per_second": 16.488,
|
209 |
+
"step": 2140
|
210 |
+
},
|
211 |
+
{
|
212 |
+
"epoch": 11.0,
|
213 |
+
"grad_norm": 5.221016883850098,
|
214 |
+
"learning_rate": 0.0,
|
215 |
+
"loss": 0.4371,
|
216 |
+
"step": 2354
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 11.0,
|
220 |
+
"eval_accuracy": 0.7738722905682484,
|
221 |
+
"eval_f1": 0.6405959031657356,
|
222 |
+
"eval_loss": 0.46391916275024414,
|
223 |
+
"eval_mcc": 0.4782970414232871,
|
224 |
+
"eval_precision": 0.6811881188118812,
|
225 |
+
"eval_recall": 0.6045694200351494,
|
226 |
+
"eval_runtime": 3.1542,
|
227 |
+
"eval_samples_per_second": 541.178,
|
228 |
+
"eval_steps_per_second": 17.12,
|
229 |
+
"step": 2354
|
230 |
+
}
|
231 |
+
],
|
232 |
+
"logging_steps": 500,
|
233 |
+
"max_steps": 2354,
|
234 |
+
"num_input_tokens_seen": 0,
|
235 |
+
"num_train_epochs": 11,
|
236 |
+
"save_steps": 500,
|
237 |
+
"total_flos": 5772532308840.0,
|
238 |
+
"train_batch_size": 32,
|
239 |
+
"trial_name": null,
|
240 |
+
"trial_params": {
|
241 |
+
"alpha": 0.9896635045471636,
|
242 |
+
"learning_rate": 0.00020190270406990977,
|
243 |
+
"num_train_epochs": 11,
|
244 |
+
"temperature": 11
|
245 |
+
}
|
246 |
+
}
|
run-11/checkpoint-2354/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:91b75acdfed96024e41f75d5f04d6bad8799c334ee9a4d3bf53ad9d0b94d6df4
|
3 |
+
size 5048
|
run-11/checkpoint-2354/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-8/checkpoint-2140/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": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|