Training in progress, epoch 4
Browse files- logs/events.out.tfevents.1711298948.8cc2eef2edb7.2942.32 +2 -2
- model.safetensors +1 -1
- run-32/checkpoint-1188/config.json +34 -0
- run-32/checkpoint-1188/model.safetensors +3 -0
- run-32/checkpoint-1188/optimizer.pt +3 -0
- run-32/checkpoint-1188/rng_state.pth +3 -0
- run-32/checkpoint-1188/scheduler.pt +3 -0
- run-32/checkpoint-1188/special_tokens_map.json +7 -0
- run-32/checkpoint-1188/tokenizer.json +0 -0
- run-32/checkpoint-1188/tokenizer_config.json +57 -0
- run-32/checkpoint-1188/trainer_state.json +106 -0
- run-32/checkpoint-1188/training_args.bin +3 -0
- run-32/checkpoint-1188/vocab.txt +0 -0
logs/events.out.tfevents.1711298948.8cc2eef2edb7.2942.32
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:eb998d370cdb74cb9cc737cb5710c4bbfcc5acc8c3df6464ee663cfbd3df3974
|
3 |
+
size 7596
|
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 sha256:4d82fc5f3aaf394eff59c5a24a9883eb23e209e7bc488d192170510cce66cc23
|
3 |
size 17549312
|
run-32/checkpoint-1188/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-32/checkpoint-1188/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4d82fc5f3aaf394eff59c5a24a9883eb23e209e7bc488d192170510cce66cc23
|
3 |
+
size 17549312
|
run-32/checkpoint-1188/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c149d7e934c56f310800a081305165ff718cdbb2900f599a721f02150920e0bc
|
3 |
+
size 35123898
|
run-32/checkpoint-1188/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:47a05bef4801db254faeaae411c6646dc08c36b663ea365ca6cd58d95d1762f2
|
3 |
+
size 14308
|
run-32/checkpoint-1188/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6722b0b0d207124a8736a3984157f3d99d45ca85c1a182263928370ab59a8c41
|
3 |
+
size 1064
|
run-32/checkpoint-1188/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-32/checkpoint-1188/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-32/checkpoint-1188/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-32/checkpoint-1188/trainer_state.json
ADDED
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6574257425742575,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-32/checkpoint-891",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1188,
|
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": 2.0489678382873535,
|
14 |
+
"learning_rate": 0.00030782109688346106,
|
15 |
+
"loss": 0.6591,
|
16 |
+
"step": 297
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.5366336633663367,
|
21 |
+
"eval_f1": 0.20945945945945946,
|
22 |
+
"eval_loss": 0.6587525606155396,
|
23 |
+
"eval_mcc": 0.12699706368366073,
|
24 |
+
"eval_precision": 0.7045454545454546,
|
25 |
+
"eval_recall": 0.12301587301587301,
|
26 |
+
"eval_runtime": 0.9347,
|
27 |
+
"eval_samples_per_second": 540.253,
|
28 |
+
"eval_steps_per_second": 17.117,
|
29 |
+
"step": 297
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 1.570565104484558,
|
34 |
+
"learning_rate": 0.00024625687750676884,
|
35 |
+
"loss": 0.6201,
|
36 |
+
"step": 594
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.6514851485148515,
|
41 |
+
"eval_f1": 0.7095709570957095,
|
42 |
+
"eval_loss": 0.6164775490760803,
|
43 |
+
"eval_mcc": 0.33175059993848016,
|
44 |
+
"eval_precision": 0.6073446327683616,
|
45 |
+
"eval_recall": 0.8531746031746031,
|
46 |
+
"eval_runtime": 0.94,
|
47 |
+
"eval_samples_per_second": 537.23,
|
48 |
+
"eval_steps_per_second": 17.021,
|
49 |
+
"step": 594
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 1.9003602266311646,
|
54 |
+
"learning_rate": 0.00018469265813007664,
|
55 |
+
"loss": 0.6,
|
56 |
+
"step": 891
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.6574257425742575,
|
61 |
+
"eval_f1": 0.7131011608623549,
|
62 |
+
"eval_loss": 0.6146110892295837,
|
63 |
+
"eval_mcc": 0.3427822124548935,
|
64 |
+
"eval_precision": 0.6125356125356125,
|
65 |
+
"eval_recall": 0.8531746031746031,
|
66 |
+
"eval_runtime": 0.9324,
|
67 |
+
"eval_samples_per_second": 541.638,
|
68 |
+
"eval_steps_per_second": 17.161,
|
69 |
+
"step": 891
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 2.194995880126953,
|
74 |
+
"learning_rate": 0.00012312843875338442,
|
75 |
+
"loss": 0.5817,
|
76 |
+
"step": 1188
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.6574257425742575,
|
81 |
+
"eval_f1": 0.7082630691399663,
|
82 |
+
"eval_loss": 0.598789632320404,
|
83 |
+
"eval_mcc": 0.3369187333704843,
|
84 |
+
"eval_precision": 0.6158357771260997,
|
85 |
+
"eval_recall": 0.8333333333333334,
|
86 |
+
"eval_runtime": 0.9317,
|
87 |
+
"eval_samples_per_second": 542.019,
|
88 |
+
"eval_steps_per_second": 17.173,
|
89 |
+
"step": 1188
|
90 |
+
}
|
91 |
+
],
|
92 |
+
"logging_steps": 500,
|
93 |
+
"max_steps": 1782,
|
94 |
+
"num_input_tokens_seen": 0,
|
95 |
+
"num_train_epochs": 6,
|
96 |
+
"save_steps": 500,
|
97 |
+
"total_flos": 2922805063920.0,
|
98 |
+
"train_batch_size": 32,
|
99 |
+
"trial_name": null,
|
100 |
+
"trial_params": {
|
101 |
+
"alpha": 0.9361124407975862,
|
102 |
+
"learning_rate": 0.0003693853162601533,
|
103 |
+
"num_train_epochs": 6,
|
104 |
+
"temperature": 21
|
105 |
+
}
|
106 |
+
}
|
run-32/checkpoint-1188/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0b8392c48e77ef3e277bb806e38539adfe405c083ee9826264540c767c93e40b
|
3 |
+
size 4920
|
run-32/checkpoint-1188/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|