Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1702265532.joseph_legion.22340.14 +2 -2
- logs/events.out.tfevents.1702267900.joseph_legion.22340.15 +3 -0
- model.safetensors +1 -1
- run-1/checkpoint-788/config.json +34 -0
- run-1/checkpoint-788/model.safetensors +3 -0
- run-1/checkpoint-788/optimizer.pt +3 -0
- run-1/checkpoint-788/rng_state.pth +3 -0
- run-1/checkpoint-788/scheduler.pt +3 -0
- run-1/checkpoint-788/special_tokens_map.json +7 -0
- run-1/checkpoint-788/tokenizer_config.json +57 -0
- run-1/checkpoint-788/trainer_state.json +85 -0
- run-1/checkpoint-788/training_args.bin +3 -0
- run-1/checkpoint-788/vocab.txt +0 -0
- run-1/checkpoint-985/config.json +34 -0
- run-1/checkpoint-985/model.safetensors +3 -0
- run-1/checkpoint-985/optimizer.pt +3 -0
- run-1/checkpoint-985/rng_state.pth +3 -0
- run-1/checkpoint-985/scheduler.pt +3 -0
- run-1/checkpoint-985/special_tokens_map.json +7 -0
- run-1/checkpoint-985/tokenizer_config.json +57 -0
- run-1/checkpoint-985/trainer_state.json +100 -0
- run-1/checkpoint-985/training_args.bin +3 -0
- run-1/checkpoint-985/vocab.txt +0 -0
- run-2/checkpoint-197/config.json +34 -0
- run-2/checkpoint-197/model.safetensors +3 -0
- run-2/checkpoint-197/optimizer.pt +3 -0
- run-2/checkpoint-197/rng_state.pth +3 -0
- run-2/checkpoint-197/scheduler.pt +3 -0
- run-2/checkpoint-197/special_tokens_map.json +7 -0
- run-2/checkpoint-197/tokenizer_config.json +57 -0
- run-2/checkpoint-197/trainer_state.json +40 -0
- run-2/checkpoint-197/training_args.bin +3 -0
- run-2/checkpoint-197/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1702265532.joseph_legion.22340.14
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:f5ae32032993f745ed4c439c51d8ca260abff103dad532e7ffacf2d0e08cfafd
|
3 |
+
size 7200
|
logs/events.out.tfevents.1702267900.joseph_legion.22340.15
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7793f3d5fc98636d74490f33b7eec49df847d92ebcb1ff25926b17ac80a96d16
|
3 |
+
size 4924
|
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 44692608
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:099969a8f9094d860312b22490b527b3f2eebc0134ba7da3c3ff41f683603a11
|
3 |
size 44692608
|
run-1/checkpoint-788/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-4_H-256_A-4",
|
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": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": 0,
|
13 |
+
"1": 1
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"0": 0,
|
19 |
+
"1": 1
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 4,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.36.0.dev0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-788/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3e1c65f671d7e3946a709121c497299cedc55cf9e1467e538bc44ccfde6f51a6
|
3 |
+
size 44692608
|
run-1/checkpoint-788/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ac1249ebe056fde424a0278f14a8c3b3bd7bf6c8ee44298cc9e1d0ec2d1ba925
|
3 |
+
size 89430010
|
run-1/checkpoint-788/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e39bb59d0602913d0446fb1b887e3bef027f47ac31f57a5e1aad549eeef7f347
|
3 |
+
size 14308
|
run-1/checkpoint-788/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c766dc58ac818f0770237a7067b869cc69aeb50b6cd62cffb1746ca52af04d33
|
3 |
+
size 1064
|
run-1/checkpoint-788/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-788/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-788/trainer_state.json
ADDED
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.778071150639244,
|
3 |
+
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-1\\checkpoint-788",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 788,
|
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": 4.6037225390588216e-06,
|
14 |
+
"loss": 0.2825,
|
15 |
+
"step": 197
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.7523624235686492,
|
20 |
+
"eval_loss": 0.26902320981025696,
|
21 |
+
"eval_runtime": 126.6156,
|
22 |
+
"eval_samples_per_second": 56.833,
|
23 |
+
"eval_steps_per_second": 0.45,
|
24 |
+
"step": 197
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 3.4527919042941157e-06,
|
29 |
+
"loss": 0.2724,
|
30 |
+
"step": 394
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.7718176764869372,
|
35 |
+
"eval_loss": 0.2650889456272125,
|
36 |
+
"eval_runtime": 126.546,
|
37 |
+
"eval_samples_per_second": 56.865,
|
38 |
+
"eval_steps_per_second": 0.45,
|
39 |
+
"step": 394
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"learning_rate": 2.3018612695294108e-06,
|
44 |
+
"loss": 0.2692,
|
45 |
+
"step": 591
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 3.0,
|
49 |
+
"eval_accuracy": 0.7759866592551418,
|
50 |
+
"eval_loss": 0.2634750008583069,
|
51 |
+
"eval_runtime": 126.5942,
|
52 |
+
"eval_samples_per_second": 56.843,
|
53 |
+
"eval_steps_per_second": 0.45,
|
54 |
+
"step": 591
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 4.0,
|
58 |
+
"learning_rate": 1.1509306347647054e-06,
|
59 |
+
"loss": 0.2681,
|
60 |
+
"step": 788
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 4.0,
|
64 |
+
"eval_accuracy": 0.778071150639244,
|
65 |
+
"eval_loss": 0.2624979019165039,
|
66 |
+
"eval_runtime": 126.5477,
|
67 |
+
"eval_samples_per_second": 56.864,
|
68 |
+
"eval_steps_per_second": 0.45,
|
69 |
+
"step": 788
|
70 |
+
}
|
71 |
+
],
|
72 |
+
"logging_steps": 500,
|
73 |
+
"max_steps": 985,
|
74 |
+
"num_input_tokens_seen": 0,
|
75 |
+
"num_train_epochs": 5,
|
76 |
+
"save_steps": 500,
|
77 |
+
"total_flos": 177030409545900.0,
|
78 |
+
"trial_name": null,
|
79 |
+
"trial_params": {
|
80 |
+
"alpha": 0.4394092153370026,
|
81 |
+
"learning_rate": 5.7546531738235265e-06,
|
82 |
+
"num_train_epochs": 5,
|
83 |
+
"temperature": 23
|
84 |
+
}
|
85 |
+
}
|
run-1/checkpoint-788/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ebe907fa2c71e3e43a89d80ee43fe99adc34e72494d59b4f8a29ae3ebf5591db
|
3 |
+
size 4792
|
run-1/checkpoint-788/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-1/checkpoint-985/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-4_H-256_A-4",
|
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": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": 0,
|
13 |
+
"1": 1
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"0": 0,
|
19 |
+
"1": 1
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 4,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.36.0.dev0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-1/checkpoint-985/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7f6551f2f39c8a41bb4e9571adc2e7aba6e0b4bf50e0a734c4506220b928dcd3
|
3 |
+
size 44692608
|
run-1/checkpoint-985/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75c304431c5c1399f72d1d8de85722309df120e374f27bb3a1b829eff6d386bc
|
3 |
+
size 89430010
|
run-1/checkpoint-985/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:50a364bebceef36329237a96faee9e2da941c96eff10dae0acfc327c86066983
|
3 |
+
size 14308
|
run-1/checkpoint-985/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7a01c42abe7d71676246ef5c1c1f8026a3924b2fa252e6dba16c381b8329aa63
|
3 |
+
size 1064
|
run-1/checkpoint-985/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-985/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-985/trainer_state.json
ADDED
@@ -0,0 +1,100 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7794608115619789,
|
3 |
+
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-1\\checkpoint-985",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 985,
|
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": 4.6037225390588216e-06,
|
14 |
+
"loss": 0.2825,
|
15 |
+
"step": 197
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.7523624235686492,
|
20 |
+
"eval_loss": 0.26902320981025696,
|
21 |
+
"eval_runtime": 126.6156,
|
22 |
+
"eval_samples_per_second": 56.833,
|
23 |
+
"eval_steps_per_second": 0.45,
|
24 |
+
"step": 197
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 3.4527919042941157e-06,
|
29 |
+
"loss": 0.2724,
|
30 |
+
"step": 394
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.7718176764869372,
|
35 |
+
"eval_loss": 0.2650889456272125,
|
36 |
+
"eval_runtime": 126.546,
|
37 |
+
"eval_samples_per_second": 56.865,
|
38 |
+
"eval_steps_per_second": 0.45,
|
39 |
+
"step": 394
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 3.0,
|
43 |
+
"learning_rate": 2.3018612695294108e-06,
|
44 |
+
"loss": 0.2692,
|
45 |
+
"step": 591
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 3.0,
|
49 |
+
"eval_accuracy": 0.7759866592551418,
|
50 |
+
"eval_loss": 0.2634750008583069,
|
51 |
+
"eval_runtime": 126.5942,
|
52 |
+
"eval_samples_per_second": 56.843,
|
53 |
+
"eval_steps_per_second": 0.45,
|
54 |
+
"step": 591
|
55 |
+
},
|
56 |
+
{
|
57 |
+
"epoch": 4.0,
|
58 |
+
"learning_rate": 1.1509306347647054e-06,
|
59 |
+
"loss": 0.2681,
|
60 |
+
"step": 788
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 4.0,
|
64 |
+
"eval_accuracy": 0.778071150639244,
|
65 |
+
"eval_loss": 0.2624979019165039,
|
66 |
+
"eval_runtime": 126.5477,
|
67 |
+
"eval_samples_per_second": 56.864,
|
68 |
+
"eval_steps_per_second": 0.45,
|
69 |
+
"step": 788
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 5.0,
|
73 |
+
"learning_rate": 0.0,
|
74 |
+
"loss": 0.2674,
|
75 |
+
"step": 985
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 5.0,
|
79 |
+
"eval_accuracy": 0.7794608115619789,
|
80 |
+
"eval_loss": 0.26234734058380127,
|
81 |
+
"eval_runtime": 126.6403,
|
82 |
+
"eval_samples_per_second": 56.822,
|
83 |
+
"eval_steps_per_second": 0.45,
|
84 |
+
"step": 985
|
85 |
+
}
|
86 |
+
],
|
87 |
+
"logging_steps": 500,
|
88 |
+
"max_steps": 985,
|
89 |
+
"num_input_tokens_seen": 0,
|
90 |
+
"num_train_epochs": 5,
|
91 |
+
"save_steps": 500,
|
92 |
+
"total_flos": 221342066021952.0,
|
93 |
+
"trial_name": null,
|
94 |
+
"trial_params": {
|
95 |
+
"alpha": 0.4394092153370026,
|
96 |
+
"learning_rate": 5.7546531738235265e-06,
|
97 |
+
"num_train_epochs": 5,
|
98 |
+
"temperature": 23
|
99 |
+
}
|
100 |
+
}
|
run-1/checkpoint-985/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ebe907fa2c71e3e43a89d80ee43fe99adc34e72494d59b4f8a29ae3ebf5591db
|
3 |
+
size 4792
|
run-1/checkpoint-985/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-2/checkpoint-197/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-4_H-256_A-4",
|
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": 256,
|
11 |
+
"id2label": {
|
12 |
+
"0": 0,
|
13 |
+
"1": 1
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 1024,
|
17 |
+
"label2id": {
|
18 |
+
"0": 0,
|
19 |
+
"1": 1
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 4,
|
25 |
+
"num_hidden_layers": 4,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.36.0.dev0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-2/checkpoint-197/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:099969a8f9094d860312b22490b527b3f2eebc0134ba7da3c3ff41f683603a11
|
3 |
+
size 44692608
|
run-2/checkpoint-197/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d6f7f9e7926d82ce022ce312ece9ab8979ca9d600e7ca8733304773e4ed56fcf
|
3 |
+
size 89430010
|
run-2/checkpoint-197/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:bfce427b13a79881b8dd7c1ca79db1eca136c641f9f35f4f0773c5f01a793672
|
3 |
+
size 14308
|
run-2/checkpoint-197/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0bf7e64f392f8f2013bf9b8896e9980d172541e15b046e15741aa21c1c2f4f2c
|
3 |
+
size 1064
|
run-2/checkpoint-197/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
run-2/checkpoint-197/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-2/checkpoint-197/trainer_state.json
ADDED
@@ -0,0 +1,40 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6989994441356309,
|
3 |
+
"best_model_checkpoint": "tinybert-TG-HS-HX-parentpretrained\\run-2\\checkpoint-197",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 197,
|
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": 1.6784454644765522e-06,
|
14 |
+
"loss": 0.564,
|
15 |
+
"step": 197
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 1.0,
|
19 |
+
"eval_accuracy": 0.6989994441356309,
|
20 |
+
"eval_loss": 0.5322139859199524,
|
21 |
+
"eval_runtime": 125.0015,
|
22 |
+
"eval_samples_per_second": 57.567,
|
23 |
+
"eval_steps_per_second": 0.456,
|
24 |
+
"step": 197
|
25 |
+
}
|
26 |
+
],
|
27 |
+
"logging_steps": 500,
|
28 |
+
"max_steps": 985,
|
29 |
+
"num_input_tokens_seen": 0,
|
30 |
+
"num_train_epochs": 5,
|
31 |
+
"save_steps": 500,
|
32 |
+
"total_flos": 44298765947484.0,
|
33 |
+
"trial_name": null,
|
34 |
+
"trial_params": {
|
35 |
+
"alpha": 0.8786599620319323,
|
36 |
+
"learning_rate": 2.09805683059569e-06,
|
37 |
+
"num_train_epochs": 5,
|
38 |
+
"temperature": 9
|
39 |
+
}
|
40 |
+
}
|
run-2/checkpoint-197/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c03531167986b5590a04d8bd7d50baf3ca6f53132698a5ba9216e4386d4bf3c
|
3 |
+
size 4792
|
run-2/checkpoint-197/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 4792
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c03531167986b5590a04d8bd7d50baf3ca6f53132698a5ba9216e4386d4bf3c
|
3 |
size 4792
|