Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1700095978.0ef7b67c0c07.8576.1 +2 -2
- logs/events.out.tfevents.1700097911.0ef7b67c0c07.8576.2 +3 -0
- model.safetensors +1 -1
- run-0/checkpoint-4216/config.json +34 -0
- run-0/checkpoint-4216/model.safetensors +3 -0
- run-0/checkpoint-4216/optimizer.pt +3 -0
- run-0/checkpoint-4216/rng_state.pth +3 -0
- run-0/checkpoint-4216/scheduler.pt +3 -0
- run-0/checkpoint-4216/special_tokens_map.json +7 -0
- run-0/checkpoint-4216/tokenizer.json +0 -0
- run-0/checkpoint-4216/tokenizer_config.json +57 -0
- run-0/checkpoint-4216/trainer_state.json +144 -0
- run-0/checkpoint-4216/training_args.bin +3 -0
- run-0/checkpoint-4216/vocab.txt +0 -0
- run-0/checkpoint-5270/config.json +34 -0
- run-0/checkpoint-5270/model.safetensors +3 -0
- run-0/checkpoint-5270/optimizer.pt +3 -0
- run-0/checkpoint-5270/rng_state.pth +3 -0
- run-0/checkpoint-5270/scheduler.pt +3 -0
- run-0/checkpoint-5270/special_tokens_map.json +7 -0
- run-0/checkpoint-5270/tokenizer.json +0 -0
- run-0/checkpoint-5270/tokenizer_config.json +57 -0
- run-0/checkpoint-5270/trainer_state.json +174 -0
- run-0/checkpoint-5270/training_args.bin +3 -0
- run-0/checkpoint-5270/vocab.txt +0 -0
- run-1/checkpoint-527/config.json +34 -0
- run-1/checkpoint-527/model.safetensors +3 -0
- run-1/checkpoint-527/optimizer.pt +3 -0
- run-1/checkpoint-527/rng_state.pth +3 -0
- run-1/checkpoint-527/scheduler.pt +3 -0
- run-1/checkpoint-527/special_tokens_map.json +7 -0
- run-1/checkpoint-527/tokenizer.json +0 -0
- run-1/checkpoint-527/tokenizer_config.json +57 -0
- run-1/checkpoint-527/trainer_state.json +39 -0
- run-1/checkpoint-527/training_args.bin +3 -0
- run-1/checkpoint-527/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1700095978.0ef7b67c0c07.8576.1
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:c970a6228bfe9d38070bb7569e749de044f1626effa1aae54d30da712b4d5b25
|
3 |
+
size 9449
|
logs/events.out.tfevents.1700097911.0ef7b67c0c07.8576.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a9ed3bd33dedf54f8dbec4b2811abe79edd0f5585a04168b4c2e841dfbe96b71
|
3 |
+
size 4774
|
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 sha256:0384a7e788e01cfc1a0a496c74d1a709c2c10fb868d0c3cb533a0156c1c397cc
|
3 |
size 17549312
|
run-0/checkpoint-4216/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": "4.35.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-0/checkpoint-4216/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7c6bb9d17fd7855b804e1d2d68ae07dcddff1812677daf357f09a3ac0b41d5f
|
3 |
+
size 17549312
|
run-0/checkpoint-4216/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:babeaea918d862aa0f50dc8f37d8be15aaae76624f943f23817fe0b63b7b293a
|
3 |
+
size 35123898
|
run-0/checkpoint-4216/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:260dd997fbd88fb4f37289d66733a02693a446f3f0745c4f3fa0ba0f46c931e2
|
3 |
+
size 14308
|
run-0/checkpoint-4216/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e8c3b2dd81c5253f96ee8e24d0895ad98a7829a63b3f7b64f71c663be805ca01
|
3 |
+
size 1064
|
run-0/checkpoint-4216/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-0/checkpoint-4216/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-0/checkpoint-4216/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-0/checkpoint-4216/trainer_state.json
ADDED
@@ -0,0 +1,144 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8291284403669725,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-4216",
|
4 |
+
"epoch": 8.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 4216,
|
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 |
+
"learning_rate": 0.00014790853024760983,
|
14 |
+
"loss": 1.5038,
|
15 |
+
"step": 527
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.8211009174311926,
|
20 |
+
"eval_loss": 1.3256508111953735,
|
21 |
+
"eval_runtime": 2.6523,
|
22 |
+
"eval_samples_per_second": 328.767,
|
23 |
+
"eval_steps_per_second": 2.639,
|
24 |
+
"step": 527
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 0.0001314742491089865,
|
29 |
+
"loss": 0.7133,
|
30 |
+
"step": 1054
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.8222477064220184,
|
35 |
+
"eval_loss": 1.4129838943481445,
|
36 |
+
"eval_runtime": 2.6313,
|
37 |
+
"eval_samples_per_second": 331.391,
|
38 |
+
"eval_steps_per_second": 2.66,
|
39 |
+
"step": 1054
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"learning_rate": 0.00011507115256455413,
|
44 |
+
"loss": 0.5369,
|
45 |
+
"step": 1581
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 3.0,
|
49 |
+
"eval_accuracy": 0.8130733944954128,
|
50 |
+
"eval_loss": 1.4813663959503174,
|
51 |
+
"eval_runtime": 2.6306,
|
52 |
+
"eval_samples_per_second": 331.479,
|
53 |
+
"eval_steps_per_second": 2.661,
|
54 |
+
"step": 1581
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 4.0,
|
58 |
+
"learning_rate": 9.863687142593081e-05,
|
59 |
+
"loss": 0.4298,
|
60 |
+
"step": 2108
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 4.0,
|
64 |
+
"eval_accuracy": 0.819954128440367,
|
65 |
+
"eval_loss": 1.4730076789855957,
|
66 |
+
"eval_runtime": 2.629,
|
67 |
+
"eval_samples_per_second": 331.69,
|
68 |
+
"eval_steps_per_second": 2.663,
|
69 |
+
"step": 2108
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 5.0,
|
73 |
+
"learning_rate": 8.22025902873075e-05,
|
74 |
+
"loss": 0.3569,
|
75 |
+
"step": 2635
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 5.0,
|
79 |
+
"eval_accuracy": 0.8165137614678899,
|
80 |
+
"eval_loss": 1.6235142946243286,
|
81 |
+
"eval_runtime": 2.6181,
|
82 |
+
"eval_samples_per_second": 333.07,
|
83 |
+
"eval_steps_per_second": 2.674,
|
84 |
+
"step": 2635
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 6.0,
|
88 |
+
"learning_rate": 6.576830914868419e-05,
|
89 |
+
"loss": 0.3121,
|
90 |
+
"step": 3162
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 6.0,
|
94 |
+
"eval_accuracy": 0.8130733944954128,
|
95 |
+
"eval_loss": 1.5953558683395386,
|
96 |
+
"eval_runtime": 2.6353,
|
97 |
+
"eval_samples_per_second": 330.889,
|
98 |
+
"eval_steps_per_second": 2.656,
|
99 |
+
"step": 3162
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 7.0,
|
103 |
+
"learning_rate": 4.933402801006087e-05,
|
104 |
+
"loss": 0.2779,
|
105 |
+
"step": 3689
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 7.0,
|
109 |
+
"eval_accuracy": 0.8165137614678899,
|
110 |
+
"eval_loss": 1.5940132141113281,
|
111 |
+
"eval_runtime": 2.638,
|
112 |
+
"eval_samples_per_second": 330.559,
|
113 |
+
"eval_steps_per_second": 2.654,
|
114 |
+
"step": 3689
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 8.0,
|
118 |
+
"learning_rate": 3.2899746871437564e-05,
|
119 |
+
"loss": 0.253,
|
120 |
+
"step": 4216
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 8.0,
|
124 |
+
"eval_accuracy": 0.8291284403669725,
|
125 |
+
"eval_loss": 1.6077648401260376,
|
126 |
+
"eval_runtime": 2.6314,
|
127 |
+
"eval_samples_per_second": 331.377,
|
128 |
+
"eval_steps_per_second": 2.66,
|
129 |
+
"step": 4216
|
130 |
+
}
|
131 |
+
],
|
132 |
+
"logging_steps": 500,
|
133 |
+
"max_steps": 5270,
|
134 |
+
"num_train_epochs": 10,
|
135 |
+
"save_steps": 500,
|
136 |
+
"total_flos": 64677008811300.0,
|
137 |
+
"trial_name": null,
|
138 |
+
"trial_params": {
|
139 |
+
"alpha": 0.4020095097837325,
|
140 |
+
"learning_rate": 0.00016434281138623312,
|
141 |
+
"num_train_epochs": 10,
|
142 |
+
"temperature": 12
|
143 |
+
}
|
144 |
+
}
|
run-0/checkpoint-4216/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:65178f463aeaf39a13d8ba13438e7d131c26a92476a5b5cf1d59944b12ddd026
|
3 |
+
size 4664
|
run-0/checkpoint-4216/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-0/checkpoint-5270/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": "4.35.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-0/checkpoint-5270/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:362ba1d5fb3dd5753aae3b833b01eb29f244220d533a991fafbea8f2c8d307d6
|
3 |
+
size 17549312
|
run-0/checkpoint-5270/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:840fede8a95369198439a91c52759990401c3f9bc57bf94838652ed64f2dab73
|
3 |
+
size 35123898
|
run-0/checkpoint-5270/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a15c2d4c9f13c3c35211dadd11fccb633da2d92ebea0a00cb7665e9b14539805
|
3 |
+
size 14308
|
run-0/checkpoint-5270/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6661d08c5b01f63bc39c438002f5cf968f0bfe50707f943a0aacb0891531bed6
|
3 |
+
size 1064
|
run-0/checkpoint-5270/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-0/checkpoint-5270/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-0/checkpoint-5270/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-0/checkpoint-5270/trainer_state.json
ADDED
@@ -0,0 +1,174 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8291284403669725,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-0/checkpoint-4216",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 5270,
|
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 |
+
"learning_rate": 0.00014790853024760983,
|
14 |
+
"loss": 1.5038,
|
15 |
+
"step": 527
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.8211009174311926,
|
20 |
+
"eval_loss": 1.3256508111953735,
|
21 |
+
"eval_runtime": 2.6523,
|
22 |
+
"eval_samples_per_second": 328.767,
|
23 |
+
"eval_steps_per_second": 2.639,
|
24 |
+
"step": 527
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 0.0001314742491089865,
|
29 |
+
"loss": 0.7133,
|
30 |
+
"step": 1054
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.8222477064220184,
|
35 |
+
"eval_loss": 1.4129838943481445,
|
36 |
+
"eval_runtime": 2.6313,
|
37 |
+
"eval_samples_per_second": 331.391,
|
38 |
+
"eval_steps_per_second": 2.66,
|
39 |
+
"step": 1054
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"learning_rate": 0.00011507115256455413,
|
44 |
+
"loss": 0.5369,
|
45 |
+
"step": 1581
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 3.0,
|
49 |
+
"eval_accuracy": 0.8130733944954128,
|
50 |
+
"eval_loss": 1.4813663959503174,
|
51 |
+
"eval_runtime": 2.6306,
|
52 |
+
"eval_samples_per_second": 331.479,
|
53 |
+
"eval_steps_per_second": 2.661,
|
54 |
+
"step": 1581
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 4.0,
|
58 |
+
"learning_rate": 9.863687142593081e-05,
|
59 |
+
"loss": 0.4298,
|
60 |
+
"step": 2108
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 4.0,
|
64 |
+
"eval_accuracy": 0.819954128440367,
|
65 |
+
"eval_loss": 1.4730076789855957,
|
66 |
+
"eval_runtime": 2.629,
|
67 |
+
"eval_samples_per_second": 331.69,
|
68 |
+
"eval_steps_per_second": 2.663,
|
69 |
+
"step": 2108
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 5.0,
|
73 |
+
"learning_rate": 8.22025902873075e-05,
|
74 |
+
"loss": 0.3569,
|
75 |
+
"step": 2635
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 5.0,
|
79 |
+
"eval_accuracy": 0.8165137614678899,
|
80 |
+
"eval_loss": 1.6235142946243286,
|
81 |
+
"eval_runtime": 2.6181,
|
82 |
+
"eval_samples_per_second": 333.07,
|
83 |
+
"eval_steps_per_second": 2.674,
|
84 |
+
"step": 2635
|
85 |
+
},
|
86 |
+
{
|
87 |
+
"epoch": 6.0,
|
88 |
+
"learning_rate": 6.576830914868419e-05,
|
89 |
+
"loss": 0.3121,
|
90 |
+
"step": 3162
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 6.0,
|
94 |
+
"eval_accuracy": 0.8130733944954128,
|
95 |
+
"eval_loss": 1.5953558683395386,
|
96 |
+
"eval_runtime": 2.6353,
|
97 |
+
"eval_samples_per_second": 330.889,
|
98 |
+
"eval_steps_per_second": 2.656,
|
99 |
+
"step": 3162
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 7.0,
|
103 |
+
"learning_rate": 4.933402801006087e-05,
|
104 |
+
"loss": 0.2779,
|
105 |
+
"step": 3689
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 7.0,
|
109 |
+
"eval_accuracy": 0.8165137614678899,
|
110 |
+
"eval_loss": 1.5940132141113281,
|
111 |
+
"eval_runtime": 2.638,
|
112 |
+
"eval_samples_per_second": 330.559,
|
113 |
+
"eval_steps_per_second": 2.654,
|
114 |
+
"step": 3689
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 8.0,
|
118 |
+
"learning_rate": 3.2899746871437564e-05,
|
119 |
+
"loss": 0.253,
|
120 |
+
"step": 4216
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 8.0,
|
124 |
+
"eval_accuracy": 0.8291284403669725,
|
125 |
+
"eval_loss": 1.6077648401260376,
|
126 |
+
"eval_runtime": 2.6314,
|
127 |
+
"eval_samples_per_second": 331.377,
|
128 |
+
"eval_steps_per_second": 2.66,
|
129 |
+
"step": 4216
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 9.0,
|
133 |
+
"learning_rate": 1.646546573281425e-05,
|
134 |
+
"loss": 0.234,
|
135 |
+
"step": 4743
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 9.0,
|
139 |
+
"eval_accuracy": 0.8268348623853211,
|
140 |
+
"eval_loss": 1.603592038154602,
|
141 |
+
"eval_runtime": 2.6242,
|
142 |
+
"eval_samples_per_second": 332.289,
|
143 |
+
"eval_steps_per_second": 2.667,
|
144 |
+
"step": 4743
|
145 |
+
},
|
146 |
+
{
|
147 |
+
"epoch": 10.0,
|
148 |
+
"learning_rate": 3.1184594190936076e-08,
|
149 |
+
"loss": 0.2202,
|
150 |
+
"step": 5270
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 10.0,
|
154 |
+
"eval_accuracy": 0.823394495412844,
|
155 |
+
"eval_loss": 1.6026126146316528,
|
156 |
+
"eval_runtime": 2.6421,
|
157 |
+
"eval_samples_per_second": 330.043,
|
158 |
+
"eval_steps_per_second": 2.649,
|
159 |
+
"step": 5270
|
160 |
+
}
|
161 |
+
],
|
162 |
+
"logging_steps": 500,
|
163 |
+
"max_steps": 5270,
|
164 |
+
"num_train_epochs": 10,
|
165 |
+
"save_steps": 500,
|
166 |
+
"total_flos": 80852083045800.0,
|
167 |
+
"trial_name": null,
|
168 |
+
"trial_params": {
|
169 |
+
"alpha": 0.4020095097837325,
|
170 |
+
"learning_rate": 0.00016434281138623312,
|
171 |
+
"num_train_epochs": 10,
|
172 |
+
"temperature": 12
|
173 |
+
}
|
174 |
+
}
|
run-0/checkpoint-5270/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:65178f463aeaf39a13d8ba13438e7d131c26a92476a5b5cf1d59944b12ddd026
|
3 |
+
size 4664
|
run-0/checkpoint-5270/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-527/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": "4.35.2",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-527/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0384a7e788e01cfc1a0a496c74d1a709c2c10fb868d0c3cb533a0156c1c397cc
|
3 |
+
size 17549312
|
run-1/checkpoint-527/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2b7f486a0b5d377c86388bc90ba06218abdb52111e4e68210d0b66e58f9ddf6b
|
3 |
+
size 35123898
|
run-1/checkpoint-527/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:df95bce5c5c16e60e49eb22753b34dbfa7966d22f239bd4ae61a5f9a0e6ccf0d
|
3 |
+
size 14308
|
run-1/checkpoint-527/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3c1b47cf9888c9e7251f721c3b2a48b4b832972a075e4accd44bfe39a9ede746
|
3 |
+
size 1064
|
run-1/checkpoint-527/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-1/checkpoint-527/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-527/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-1/checkpoint-527/trainer_state.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.823394495412844,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-527",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 527,
|
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 |
+
"learning_rate": 0.00014946971324611056,
|
14 |
+
"loss": 2.145,
|
15 |
+
"step": 527
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.823394495412844,
|
20 |
+
"eval_loss": 1.8049757480621338,
|
21 |
+
"eval_runtime": 2.6317,
|
22 |
+
"eval_samples_per_second": 331.345,
|
23 |
+
"eval_steps_per_second": 2.66,
|
24 |
+
"step": 527
|
25 |
+
}
|
26 |
+
],
|
27 |
+
"logging_steps": 500,
|
28 |
+
"max_steps": 4743,
|
29 |
+
"num_train_epochs": 9,
|
30 |
+
"save_steps": 500,
|
31 |
+
"total_flos": 8117476690260.0,
|
32 |
+
"trial_name": null,
|
33 |
+
"trial_params": {
|
34 |
+
"alpha": 0.052937085110831505,
|
35 |
+
"learning_rate": 0.00016811355227088032,
|
36 |
+
"num_train_epochs": 9,
|
37 |
+
"temperature": 28
|
38 |
+
}
|
39 |
+
}
|
run-1/checkpoint-527/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9778c4a9b9e0841a37887d1e9944802b8b476bac60a9e2178954f797fa2f6f75
|
3 |
+
size 4664
|
run-1/checkpoint-527/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 4664
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9778c4a9b9e0841a37887d1e9944802b8b476bac60a9e2178954f797fa2f6f75
|
3 |
size 4664
|