Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1711268522.73e3a81c01ef.4225.1 +2 -2
- logs/events.out.tfevents.1711271348.73e3a81c01ef.4225.2 +3 -0
- model.safetensors +1 -1
- run-1/checkpoint-1728/config.json +34 -0
- run-1/checkpoint-1728/model.safetensors +3 -0
- run-1/checkpoint-1728/optimizer.pt +3 -0
- run-1/checkpoint-1728/rng_state.pth +3 -0
- run-1/checkpoint-1728/scheduler.pt +3 -0
- run-1/checkpoint-1728/special_tokens_map.json +7 -0
- run-1/checkpoint-1728/tokenizer.json +0 -0
- run-1/checkpoint-1728/tokenizer_config.json +57 -0
- run-1/checkpoint-1728/trainer_state.json +207 -0
- run-1/checkpoint-1728/training_args.bin +3 -0
- run-1/checkpoint-1728/vocab.txt +0 -0
- run-1/checkpoint-1920/config.json +34 -0
- run-1/checkpoint-1920/model.safetensors +3 -0
- run-1/checkpoint-1920/optimizer.pt +3 -0
- run-1/checkpoint-1920/rng_state.pth +3 -0
- run-1/checkpoint-1920/scheduler.pt +3 -0
- run-1/checkpoint-1920/special_tokens_map.json +7 -0
- run-1/checkpoint-1920/tokenizer.json +0 -0
- run-1/checkpoint-1920/tokenizer_config.json +57 -0
- run-1/checkpoint-1920/trainer_state.json +227 -0
- run-1/checkpoint-1920/training_args.bin +3 -0
- run-1/checkpoint-1920/vocab.txt +0 -0
- run-2/checkpoint-192/config.json +1 -1
- run-2/checkpoint-192/model.safetensors +1 -1
- run-2/checkpoint-192/optimizer.pt +1 -1
- run-2/checkpoint-192/rng_state.pth +1 -1
- run-2/checkpoint-192/scheduler.pt +1 -1
- run-2/checkpoint-192/trainer_state.json +24 -41
- run-2/checkpoint-192/training_args.bin +2 -2
- training_args.bin +1 -1
logs/events.out.tfevents.1711268522.73e3a81c01ef.4225.1
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 sha256:1925abcc8274c601132ae17f39d706664977f859d5ee72b2b6f0c3821eef1c4e
|
3 |
+
size 12331
|
logs/events.out.tfevents.1711271348.73e3a81c01ef.4225.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f2b97de26d61f3863b5dc528a7834184a133d16afeae8566cc9f02ea1d9d8f6f
|
3 |
+
size 5407
|
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 sha256:5b4b5dc69cb0469a967756916d6a6944e64d282b3dddd187d83bb80ec725cf81
|
3 |
size 17549312
|
run-1/checkpoint-1728/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 128,
|
11 |
+
"id2label": {
|
12 |
+
"0": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "1"
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 2,
|
25 |
+
"num_hidden_layers": 2,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-1728/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c2ed70f89430a26892fcb8c553676ea9b04c8af08cd61e5ec015e08484f9d87b
|
3 |
+
size 17549312
|
run-1/checkpoint-1728/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75e44aa1d4c053438b6eba6bc8837fbc97b2754b15f50ffbe16aef677f0c32e1
|
3 |
+
size 35122746
|
run-1/checkpoint-1728/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:22ce57172701cdbf3a53fe63e803b2f4575217c8a22952e12bc858ec1ba8d4ec
|
3 |
+
size 14054
|
run-1/checkpoint-1728/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ba6dfba9a64dabf0423e8e64c628acbf9c5ecbacc27346381d991a602ccbb9ae
|
3 |
+
size 1064
|
run-1/checkpoint-1728/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-1728/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-1728/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-1728/trainer_state.json
ADDED
@@ -0,0 +1,207 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8268101761252447,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-1728",
|
4 |
+
"epoch": 9.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1728,
|
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": 0.8947777152061462,
|
14 |
+
"learning_rate": 0.0005181908296523575,
|
15 |
+
"loss": 0.4457,
|
16 |
+
"step": 192
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7925636007827789,
|
21 |
+
"eval_f1": 0.8090090090090091,
|
22 |
+
"eval_loss": 0.41997030377388,
|
23 |
+
"eval_mcc": 0.59400157079309,
|
24 |
+
"eval_precision": 0.7495826377295493,
|
25 |
+
"eval_recall": 0.8786692759295499,
|
26 |
+
"eval_runtime": 66.1643,
|
27 |
+
"eval_samples_per_second": 15.446,
|
28 |
+
"eval_steps_per_second": 0.484,
|
29 |
+
"step": 192
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.971238613128662,
|
34 |
+
"learning_rate": 0.0004606140708020956,
|
35 |
+
"loss": 0.4163,
|
36 |
+
"step": 384
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7915851272015656,
|
41 |
+
"eval_f1": 0.7957813998082454,
|
42 |
+
"eval_loss": 0.39958736300468445,
|
43 |
+
"eval_mcc": 0.5836633290639656,
|
44 |
+
"eval_precision": 0.7800751879699248,
|
45 |
+
"eval_recall": 0.812133072407045,
|
46 |
+
"eval_runtime": 66.5614,
|
47 |
+
"eval_samples_per_second": 15.354,
|
48 |
+
"eval_steps_per_second": 0.481,
|
49 |
+
"step": 384
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.333700656890869,
|
54 |
+
"learning_rate": 0.00040303731195183364,
|
55 |
+
"loss": 0.4018,
|
56 |
+
"step": 576
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7915851272015656,
|
61 |
+
"eval_f1": 0.7909715407262021,
|
62 |
+
"eval_loss": 0.40145382285118103,
|
63 |
+
"eval_mcc": 0.5831803046632951,
|
64 |
+
"eval_precision": 0.7933070866141733,
|
65 |
+
"eval_recall": 0.7886497064579256,
|
66 |
+
"eval_runtime": 66.8237,
|
67 |
+
"eval_samples_per_second": 15.294,
|
68 |
+
"eval_steps_per_second": 0.479,
|
69 |
+
"step": 576
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 1.9171998500823975,
|
74 |
+
"learning_rate": 0.00034546055310157167,
|
75 |
+
"loss": 0.3976,
|
76 |
+
"step": 768
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.786692759295499,
|
81 |
+
"eval_f1": 0.783300198807157,
|
82 |
+
"eval_loss": 0.40033411979675293,
|
83 |
+
"eval_mcc": 0.5736667956847438,
|
84 |
+
"eval_precision": 0.795959595959596,
|
85 |
+
"eval_recall": 0.7710371819960861,
|
86 |
+
"eval_runtime": 66.6803,
|
87 |
+
"eval_samples_per_second": 15.327,
|
88 |
+
"eval_steps_per_second": 0.48,
|
89 |
+
"step": 768
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.3183633089065552,
|
94 |
+
"learning_rate": 0.00028788379425130975,
|
95 |
+
"loss": 0.3869,
|
96 |
+
"step": 960
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.8013698630136986,
|
101 |
+
"eval_f1": 0.8031037827352084,
|
102 |
+
"eval_loss": 0.39175575971603394,
|
103 |
+
"eval_mcc": 0.60283323302071,
|
104 |
+
"eval_precision": 0.7961538461538461,
|
105 |
+
"eval_recall": 0.8101761252446184,
|
106 |
+
"eval_runtime": 66.5306,
|
107 |
+
"eval_samples_per_second": 15.361,
|
108 |
+
"eval_steps_per_second": 0.481,
|
109 |
+
"step": 960
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 1.770856499671936,
|
114 |
+
"learning_rate": 0.0002303070354010478,
|
115 |
+
"loss": 0.3843,
|
116 |
+
"step": 1152
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.8228962818003914,
|
121 |
+
"eval_f1": 0.8350045578851412,
|
122 |
+
"eval_loss": 0.38628602027893066,
|
123 |
+
"eval_mcc": 0.6528627457969611,
|
124 |
+
"eval_precision": 0.7815699658703071,
|
125 |
+
"eval_recall": 0.8962818003913894,
|
126 |
+
"eval_runtime": 67.0562,
|
127 |
+
"eval_samples_per_second": 15.241,
|
128 |
+
"eval_steps_per_second": 0.477,
|
129 |
+
"step": 1152
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 1.1659635305404663,
|
134 |
+
"learning_rate": 0.00017273027655078583,
|
135 |
+
"loss": 0.3793,
|
136 |
+
"step": 1344
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.8111545988258317,
|
141 |
+
"eval_f1": 0.8269058295964126,
|
142 |
+
"eval_loss": 0.39157727360725403,
|
143 |
+
"eval_mcc": 0.6328787442530197,
|
144 |
+
"eval_precision": 0.7632450331125827,
|
145 |
+
"eval_recall": 0.9021526418786693,
|
146 |
+
"eval_runtime": 66.5334,
|
147 |
+
"eval_samples_per_second": 15.361,
|
148 |
+
"eval_steps_per_second": 0.481,
|
149 |
+
"step": 1344
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 2.5721819400787354,
|
154 |
+
"learning_rate": 0.0001151535177005239,
|
155 |
+
"loss": 0.3727,
|
156 |
+
"step": 1536
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.821917808219178,
|
161 |
+
"eval_f1": 0.8311688311688312,
|
162 |
+
"eval_loss": 0.3822523355484009,
|
163 |
+
"eval_mcc": 0.6477369472991997,
|
164 |
+
"eval_precision": 0.7901234567901234,
|
165 |
+
"eval_recall": 0.8767123287671232,
|
166 |
+
"eval_runtime": 67.4301,
|
167 |
+
"eval_samples_per_second": 15.156,
|
168 |
+
"eval_steps_per_second": 0.475,
|
169 |
+
"step": 1536
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 1.5437999963760376,
|
174 |
+
"learning_rate": 5.757675885026195e-05,
|
175 |
+
"loss": 0.3692,
|
176 |
+
"step": 1728
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.8268101761252447,
|
181 |
+
"eval_f1": 0.8334901222953904,
|
182 |
+
"eval_loss": 0.37901678681373596,
|
183 |
+
"eval_mcc": 0.655734447578894,
|
184 |
+
"eval_precision": 0.802536231884058,
|
185 |
+
"eval_recall": 0.8669275929549902,
|
186 |
+
"eval_runtime": 67.6441,
|
187 |
+
"eval_samples_per_second": 15.108,
|
188 |
+
"eval_steps_per_second": 0.473,
|
189 |
+
"step": 1728
|
190 |
+
}
|
191 |
+
],
|
192 |
+
"logging_steps": 500,
|
193 |
+
"max_steps": 1920,
|
194 |
+
"num_input_tokens_seen": 0,
|
195 |
+
"num_train_epochs": 10,
|
196 |
+
"save_steps": 500,
|
197 |
+
"total_flos": 2121256775520.0,
|
198 |
+
"train_batch_size": 16,
|
199 |
+
"trial_name": null,
|
200 |
+
"trial_params": {
|
201 |
+
"alpha": 0.6664545915670365,
|
202 |
+
"learning_rate": 0.0005757675885026195,
|
203 |
+
"num_train_epochs": 10,
|
204 |
+
"per_device_train_batch_size": 16,
|
205 |
+
"temperature": 37
|
206 |
+
}
|
207 |
+
}
|
run-1/checkpoint-1728/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a9fe6e98582646cabde3e8596aaf7d6306e98b72fcfb66153c430972f11d98c
|
3 |
+
size 4984
|
run-1/checkpoint-1728/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-1920/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 128,
|
11 |
+
"id2label": {
|
12 |
+
"0": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "1"
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 2,
|
25 |
+
"num_hidden_layers": 2,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.39.1",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-1920/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfdb847337672e382e5f8b6983aa90c1c60d04312269f8da02af866947c30254
|
3 |
+
size 17549312
|
run-1/checkpoint-1920/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:98c837effb9cdd3fe0b1b6cbc494aabf4b6deb0fe18579e7dbd39a3910b86511
|
3 |
+
size 35122746
|
run-1/checkpoint-1920/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f6576731312903deffac513ce0e8c9b73d5d1c5e3728c00236425dd8af27824a
|
3 |
+
size 14054
|
run-1/checkpoint-1920/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:76c7166858e4b7cc9fbe31f604106fc5f4e1cb4ccdc24cdc5722c0d07011af94
|
3 |
+
size 1064
|
run-1/checkpoint-1920/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-1920/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-1920/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-1920/trainer_state.json
ADDED
@@ -0,0 +1,227 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8277886497064579,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-1920",
|
4 |
+
"epoch": 10.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1920,
|
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": 0.8947777152061462,
|
14 |
+
"learning_rate": 0.0005181908296523575,
|
15 |
+
"loss": 0.4457,
|
16 |
+
"step": 192
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7925636007827789,
|
21 |
+
"eval_f1": 0.8090090090090091,
|
22 |
+
"eval_loss": 0.41997030377388,
|
23 |
+
"eval_mcc": 0.59400157079309,
|
24 |
+
"eval_precision": 0.7495826377295493,
|
25 |
+
"eval_recall": 0.8786692759295499,
|
26 |
+
"eval_runtime": 66.1643,
|
27 |
+
"eval_samples_per_second": 15.446,
|
28 |
+
"eval_steps_per_second": 0.484,
|
29 |
+
"step": 192
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.971238613128662,
|
34 |
+
"learning_rate": 0.0004606140708020956,
|
35 |
+
"loss": 0.4163,
|
36 |
+
"step": 384
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7915851272015656,
|
41 |
+
"eval_f1": 0.7957813998082454,
|
42 |
+
"eval_loss": 0.39958736300468445,
|
43 |
+
"eval_mcc": 0.5836633290639656,
|
44 |
+
"eval_precision": 0.7800751879699248,
|
45 |
+
"eval_recall": 0.812133072407045,
|
46 |
+
"eval_runtime": 66.5614,
|
47 |
+
"eval_samples_per_second": 15.354,
|
48 |
+
"eval_steps_per_second": 0.481,
|
49 |
+
"step": 384
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 2.333700656890869,
|
54 |
+
"learning_rate": 0.00040303731195183364,
|
55 |
+
"loss": 0.4018,
|
56 |
+
"step": 576
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7915851272015656,
|
61 |
+
"eval_f1": 0.7909715407262021,
|
62 |
+
"eval_loss": 0.40145382285118103,
|
63 |
+
"eval_mcc": 0.5831803046632951,
|
64 |
+
"eval_precision": 0.7933070866141733,
|
65 |
+
"eval_recall": 0.7886497064579256,
|
66 |
+
"eval_runtime": 66.8237,
|
67 |
+
"eval_samples_per_second": 15.294,
|
68 |
+
"eval_steps_per_second": 0.479,
|
69 |
+
"step": 576
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 1.9171998500823975,
|
74 |
+
"learning_rate": 0.00034546055310157167,
|
75 |
+
"loss": 0.3976,
|
76 |
+
"step": 768
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.786692759295499,
|
81 |
+
"eval_f1": 0.783300198807157,
|
82 |
+
"eval_loss": 0.40033411979675293,
|
83 |
+
"eval_mcc": 0.5736667956847438,
|
84 |
+
"eval_precision": 0.795959595959596,
|
85 |
+
"eval_recall": 0.7710371819960861,
|
86 |
+
"eval_runtime": 66.6803,
|
87 |
+
"eval_samples_per_second": 15.327,
|
88 |
+
"eval_steps_per_second": 0.48,
|
89 |
+
"step": 768
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 1.3183633089065552,
|
94 |
+
"learning_rate": 0.00028788379425130975,
|
95 |
+
"loss": 0.3869,
|
96 |
+
"step": 960
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.8013698630136986,
|
101 |
+
"eval_f1": 0.8031037827352084,
|
102 |
+
"eval_loss": 0.39175575971603394,
|
103 |
+
"eval_mcc": 0.60283323302071,
|
104 |
+
"eval_precision": 0.7961538461538461,
|
105 |
+
"eval_recall": 0.8101761252446184,
|
106 |
+
"eval_runtime": 66.5306,
|
107 |
+
"eval_samples_per_second": 15.361,
|
108 |
+
"eval_steps_per_second": 0.481,
|
109 |
+
"step": 960
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"epoch": 6.0,
|
113 |
+
"grad_norm": 1.770856499671936,
|
114 |
+
"learning_rate": 0.0002303070354010478,
|
115 |
+
"loss": 0.3843,
|
116 |
+
"step": 1152
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 6.0,
|
120 |
+
"eval_accuracy": 0.8228962818003914,
|
121 |
+
"eval_f1": 0.8350045578851412,
|
122 |
+
"eval_loss": 0.38628602027893066,
|
123 |
+
"eval_mcc": 0.6528627457969611,
|
124 |
+
"eval_precision": 0.7815699658703071,
|
125 |
+
"eval_recall": 0.8962818003913894,
|
126 |
+
"eval_runtime": 67.0562,
|
127 |
+
"eval_samples_per_second": 15.241,
|
128 |
+
"eval_steps_per_second": 0.477,
|
129 |
+
"step": 1152
|
130 |
+
},
|
131 |
+
{
|
132 |
+
"epoch": 7.0,
|
133 |
+
"grad_norm": 1.1659635305404663,
|
134 |
+
"learning_rate": 0.00017273027655078583,
|
135 |
+
"loss": 0.3793,
|
136 |
+
"step": 1344
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 7.0,
|
140 |
+
"eval_accuracy": 0.8111545988258317,
|
141 |
+
"eval_f1": 0.8269058295964126,
|
142 |
+
"eval_loss": 0.39157727360725403,
|
143 |
+
"eval_mcc": 0.6328787442530197,
|
144 |
+
"eval_precision": 0.7632450331125827,
|
145 |
+
"eval_recall": 0.9021526418786693,
|
146 |
+
"eval_runtime": 66.5334,
|
147 |
+
"eval_samples_per_second": 15.361,
|
148 |
+
"eval_steps_per_second": 0.481,
|
149 |
+
"step": 1344
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 8.0,
|
153 |
+
"grad_norm": 2.5721819400787354,
|
154 |
+
"learning_rate": 0.0001151535177005239,
|
155 |
+
"loss": 0.3727,
|
156 |
+
"step": 1536
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 8.0,
|
160 |
+
"eval_accuracy": 0.821917808219178,
|
161 |
+
"eval_f1": 0.8311688311688312,
|
162 |
+
"eval_loss": 0.3822523355484009,
|
163 |
+
"eval_mcc": 0.6477369472991997,
|
164 |
+
"eval_precision": 0.7901234567901234,
|
165 |
+
"eval_recall": 0.8767123287671232,
|
166 |
+
"eval_runtime": 67.4301,
|
167 |
+
"eval_samples_per_second": 15.156,
|
168 |
+
"eval_steps_per_second": 0.475,
|
169 |
+
"step": 1536
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 9.0,
|
173 |
+
"grad_norm": 1.5437999963760376,
|
174 |
+
"learning_rate": 5.757675885026195e-05,
|
175 |
+
"loss": 0.3692,
|
176 |
+
"step": 1728
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 9.0,
|
180 |
+
"eval_accuracy": 0.8268101761252447,
|
181 |
+
"eval_f1": 0.8334901222953904,
|
182 |
+
"eval_loss": 0.37901678681373596,
|
183 |
+
"eval_mcc": 0.655734447578894,
|
184 |
+
"eval_precision": 0.802536231884058,
|
185 |
+
"eval_recall": 0.8669275929549902,
|
186 |
+
"eval_runtime": 67.6441,
|
187 |
+
"eval_samples_per_second": 15.108,
|
188 |
+
"eval_steps_per_second": 0.473,
|
189 |
+
"step": 1728
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 10.0,
|
193 |
+
"grad_norm": 1.2340621948242188,
|
194 |
+
"learning_rate": 0.0,
|
195 |
+
"loss": 0.3673,
|
196 |
+
"step": 1920
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 10.0,
|
200 |
+
"eval_accuracy": 0.8277886497064579,
|
201 |
+
"eval_f1": 0.8352059925093633,
|
202 |
+
"eval_loss": 0.37935787439346313,
|
203 |
+
"eval_mcc": 0.6582497957275898,
|
204 |
+
"eval_precision": 0.800718132854578,
|
205 |
+
"eval_recall": 0.87279843444227,
|
206 |
+
"eval_runtime": 67.2953,
|
207 |
+
"eval_samples_per_second": 15.187,
|
208 |
+
"eval_steps_per_second": 0.476,
|
209 |
+
"step": 1920
|
210 |
+
}
|
211 |
+
],
|
212 |
+
"logging_steps": 500,
|
213 |
+
"max_steps": 1920,
|
214 |
+
"num_input_tokens_seen": 0,
|
215 |
+
"num_train_epochs": 10,
|
216 |
+
"save_steps": 500,
|
217 |
+
"total_flos": 2356951972800.0,
|
218 |
+
"train_batch_size": 16,
|
219 |
+
"trial_name": null,
|
220 |
+
"trial_params": {
|
221 |
+
"alpha": 0.6664545915670365,
|
222 |
+
"learning_rate": 0.0005757675885026195,
|
223 |
+
"num_train_epochs": 10,
|
224 |
+
"per_device_train_batch_size": 16,
|
225 |
+
"temperature": 37
|
226 |
+
}
|
227 |
+
}
|
run-1/checkpoint-1920/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1a9fe6e98582646cabde3e8596aaf7d6306e98b72fcfb66153c430972f11d98c
|
3 |
+
size 4984
|
run-1/checkpoint-1920/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-192/config.json
CHANGED
@@ -27,7 +27,7 @@
|
|
27 |
"position_embedding_type": "absolute",
|
28 |
"problem_type": "single_label_classification",
|
29 |
"torch_dtype": "float32",
|
30 |
-
"transformers_version": "4.
|
31 |
"type_vocab_size": 2,
|
32 |
"use_cache": true,
|
33 |
"vocab_size": 30522
|
|
|
27 |
"position_embedding_type": "absolute",
|
28 |
"problem_type": "single_label_classification",
|
29 |
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.39.1",
|
31 |
"type_vocab_size": 2,
|
32 |
"use_cache": true,
|
33 |
"vocab_size": 30522
|
run-2/checkpoint-192/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 sha256:5b4b5dc69cb0469a967756916d6a6944e64d282b3dddd187d83bb80ec725cf81
|
3 |
size 17549312
|
run-2/checkpoint-192/optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 35122746
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5342e1668eca8910757395d7bdda19519f600e233e07422c9833da9c763350eb
|
3 |
size 35122746
|
run-2/checkpoint-192/rng_state.pth
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 14054
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ee09ea0d216727b799a80771850b95d7d61b646360702c64b2ec889cdc725399
|
3 |
size 14054
|
run-2/checkpoint-192/scheduler.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 1064
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a9daa7e260cd19eafc39c76c5b2bf38f3a0d19cfdbadab961d72d1e7c52310c1
|
3 |
size 1064
|
run-2/checkpoint-192/trainer_state.json
CHANGED
@@ -1,7 +1,7 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-192",
|
4 |
-
"epoch":
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 192,
|
7 |
"is_hyper_param_search": true,
|
@@ -10,55 +10,38 @@
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
-
"grad_norm":
|
14 |
-
"learning_rate":
|
15 |
-
"loss": 0.
|
16 |
-
"step": 96
|
17 |
-
},
|
18 |
-
{
|
19 |
-
"epoch": 1.0,
|
20 |
-
"eval_accuracy": 0.512720156555773,
|
21 |
-
"eval_f1": 0.08118081180811808,
|
22 |
-
"eval_loss": 0.03750595450401306,
|
23 |
-
"eval_precision": 0.7096774193548387,
|
24 |
-
"eval_recall": 0.043052837573385516,
|
25 |
-
"eval_runtime": 25.4915,
|
26 |
-
"eval_samples_per_second": 40.092,
|
27 |
-
"eval_steps_per_second": 1.255,
|
28 |
-
"step": 96
|
29 |
-
},
|
30 |
-
{
|
31 |
-
"epoch": 2.0,
|
32 |
-
"grad_norm": 0.2545386254787445,
|
33 |
-
"learning_rate": 1.5651228561266437e-05,
|
34 |
-
"loss": 0.0372,
|
35 |
"step": 192
|
36 |
},
|
37 |
{
|
38 |
-
"epoch":
|
39 |
-
"eval_accuracy": 0.
|
40 |
-
"eval_f1": 0.
|
41 |
-
"eval_loss": 0.
|
42 |
-
"
|
43 |
-
"
|
44 |
-
"
|
45 |
-
"
|
46 |
-
"
|
|
|
47 |
"step": 192
|
48 |
}
|
49 |
],
|
50 |
"logging_steps": 500,
|
51 |
-
"max_steps":
|
52 |
"num_input_tokens_seen": 0,
|
53 |
-
"num_train_epochs":
|
54 |
"save_steps": 500,
|
55 |
-
"total_flos":
|
56 |
-
"train_batch_size":
|
57 |
"trial_name": null,
|
58 |
"trial_params": {
|
59 |
-
"alpha": 0.
|
60 |
-
"learning_rate":
|
61 |
-
"num_train_epochs":
|
62 |
-
"
|
|
|
63 |
}
|
64 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.5499021526418787,
|
3 |
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-192",
|
4 |
+
"epoch": 1.0,
|
5 |
"eval_steps": 500,
|
6 |
"global_step": 192,
|
7 |
"is_hyper_param_search": true,
|
|
|
10 |
"log_history": [
|
11 |
{
|
12 |
"epoch": 1.0,
|
13 |
+
"grad_norm": 1.0371571779251099,
|
14 |
+
"learning_rate": 0.0001305282668790618,
|
15 |
+
"loss": 0.3216,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
16 |
"step": 192
|
17 |
},
|
18 |
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5499021526418787,
|
21 |
+
"eval_f1": 0.23841059602649006,
|
22 |
+
"eval_loss": 0.2955350875854492,
|
23 |
+
"eval_mcc": 0.17350853577425898,
|
24 |
+
"eval_precision": 0.7741935483870968,
|
25 |
+
"eval_recall": 0.14090019569471623,
|
26 |
+
"eval_runtime": 67.6225,
|
27 |
+
"eval_samples_per_second": 15.113,
|
28 |
+
"eval_steps_per_second": 0.473,
|
29 |
"step": 192
|
30 |
}
|
31 |
],
|
32 |
"logging_steps": 500,
|
33 |
+
"max_steps": 1728,
|
34 |
"num_input_tokens_seen": 0,
|
35 |
+
"num_train_epochs": 9,
|
36 |
"save_steps": 500,
|
37 |
+
"total_flos": 235695197280.0,
|
38 |
+
"train_batch_size": 16,
|
39 |
"trial_name": null,
|
40 |
"trial_params": {
|
41 |
+
"alpha": 0.4208671172864604,
|
42 |
+
"learning_rate": 0.00014684430023894452,
|
43 |
+
"num_train_epochs": 9,
|
44 |
+
"per_device_train_batch_size": 16,
|
45 |
+
"temperature": 48
|
46 |
}
|
47 |
}
|
run-2/checkpoint-192/training_args.bin
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:a9e5acc29cf7d39a1c2a69461e588dfa38fe51a74003ef00804ced1c8aab86d3
|
3 |
+
size 4984
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4984
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a9e5acc29cf7d39a1c2a69461e588dfa38fe51a74003ef00804ced1c8aab86d3
|
3 |
size 4984
|