Training in progress, epoch 5
Browse files- logs/events.out.tfevents.1713588876.1376c752d37a.9760.23 +2 -2
- model.safetensors +1 -1
- run-23/checkpoint-1070/config.json +34 -0
- run-23/checkpoint-1070/model.safetensors +3 -0
- run-23/checkpoint-1070/optimizer.pt +3 -0
- run-23/checkpoint-1070/rng_state.pth +3 -0
- run-23/checkpoint-1070/scheduler.pt +3 -0
- run-23/checkpoint-1070/special_tokens_map.json +7 -0
- run-23/checkpoint-1070/tokenizer.json +0 -0
- run-23/checkpoint-1070/tokenizer_config.json +57 -0
- run-23/checkpoint-1070/trainer_state.json +126 -0
- run-23/checkpoint-1070/training_args.bin +3 -0
- run-23/checkpoint-1070/vocab.txt +0 -0
- run-23/checkpoint-856/config.json +34 -0
- run-23/checkpoint-856/model.safetensors +3 -0
- run-23/checkpoint-856/optimizer.pt +3 -0
- run-23/checkpoint-856/rng_state.pth +3 -0
- run-23/checkpoint-856/scheduler.pt +3 -0
- run-23/checkpoint-856/special_tokens_map.json +7 -0
- run-23/checkpoint-856/tokenizer.json +0 -0
- run-23/checkpoint-856/tokenizer_config.json +57 -0
- run-23/checkpoint-856/trainer_state.json +106 -0
- run-23/checkpoint-856/training_args.bin +3 -0
- run-23/checkpoint-856/vocab.txt +0 -0
logs/events.out.tfevents.1713588876.1376c752d37a.9760.23
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:fe2ed7ce4758323f07306e47164bc372324952fa3436d404e0fddaf3dad88854
|
3 |
+
size 8403
|
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 sha256:129e10e846884d805ecee0d99421bd9f8630a9f4dcf2e51ee8a454b2e4264c45
|
3 |
size 17549312
|
run-23/checkpoint-1070/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 128,
|
11 |
+
"id2label": {
|
12 |
+
"0": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "1"
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 2,
|
25 |
+
"num_hidden_layers": 2,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-23/checkpoint-1070/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:129e10e846884d805ecee0d99421bd9f8630a9f4dcf2e51ee8a454b2e4264c45
|
3 |
+
size 17549312
|
run-23/checkpoint-1070/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:37472cab00846405391bb2f1c983b34395b51d90ff5c2c0ba32f02386cd21acd
|
3 |
+
size 35123898
|
run-23/checkpoint-1070/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c8889b20d89ae20d68b3b1e02c508fe878c92c2f33b24682cc4f66bd3af9eea6
|
3 |
+
size 14308
|
run-23/checkpoint-1070/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:662499231a6f82af34cb783e4be910c494a0aef8796cb8ced1f44fa0f64321f2
|
3 |
+
size 1064
|
run-23/checkpoint-1070/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-23/checkpoint-1070/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-23/checkpoint-1070/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-23/checkpoint-1070/trainer_state.json
ADDED
@@ -0,0 +1,126 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7492677211482133,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-23/checkpoint-1070",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 1070,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"grad_norm": 8.174213409423828,
|
14 |
+
"learning_rate": 0.00021193737357349756,
|
15 |
+
"loss": 0.6053,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7041593438781488,
|
21 |
+
"eval_f1": 0.4107351225204201,
|
22 |
+
"eval_loss": 0.5531450510025024,
|
23 |
+
"eval_mcc": 0.2654659366009494,
|
24 |
+
"eval_precision": 0.6111111111111112,
|
25 |
+
"eval_recall": 0.3093145869947276,
|
26 |
+
"eval_runtime": 3.1397,
|
27 |
+
"eval_samples_per_second": 543.682,
|
28 |
+
"eval_steps_per_second": 17.199,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.549020290374756,
|
34 |
+
"learning_rate": 0.00018544520187681036,
|
35 |
+
"loss": 0.5455,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7229056824838899,
|
41 |
+
"eval_f1": 0.4569460390355913,
|
42 |
+
"eval_loss": 0.5337331295013428,
|
43 |
+
"eval_mcc": 0.32023248430720136,
|
44 |
+
"eval_precision": 0.6589403973509934,
|
45 |
+
"eval_recall": 0.34973637961335674,
|
46 |
+
"eval_runtime": 3.1777,
|
47 |
+
"eval_samples_per_second": 537.185,
|
48 |
+
"eval_steps_per_second": 16.994,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 3.2418973445892334,
|
54 |
+
"learning_rate": 0.00015895303018012317,
|
55 |
+
"loss": 0.514,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7311072056239016,
|
61 |
+
"eval_f1": 0.43122676579925656,
|
62 |
+
"eval_loss": 0.5188717246055603,
|
63 |
+
"eval_mcc": 0.3396283739174578,
|
64 |
+
"eval_precision": 0.7310924369747899,
|
65 |
+
"eval_recall": 0.30579964850615116,
|
66 |
+
"eval_runtime": 3.1525,
|
67 |
+
"eval_samples_per_second": 541.47,
|
68 |
+
"eval_steps_per_second": 17.129,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 4.082540988922119,
|
74 |
+
"learning_rate": 0.000132460858483436,
|
75 |
+
"loss": 0.5028,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7281780902167545,
|
81 |
+
"eval_f1": 0.3796791443850267,
|
82 |
+
"eval_loss": 0.521298348903656,
|
83 |
+
"eval_mcc": 0.33395946974565643,
|
84 |
+
"eval_precision": 0.7932960893854749,
|
85 |
+
"eval_recall": 0.24956063268892795,
|
86 |
+
"eval_runtime": 3.1071,
|
87 |
+
"eval_samples_per_second": 549.395,
|
88 |
+
"eval_steps_per_second": 17.38,
|
89 |
+
"step": 856
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"epoch": 5.0,
|
93 |
+
"grad_norm": 5.98746919631958,
|
94 |
+
"learning_rate": 0.00010596868678674878,
|
95 |
+
"loss": 0.4947,
|
96 |
+
"step": 1070
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 5.0,
|
100 |
+
"eval_accuracy": 0.7492677211482133,
|
101 |
+
"eval_f1": 0.5668016194331983,
|
102 |
+
"eval_loss": 0.49519282579421997,
|
103 |
+
"eval_mcc": 0.4052305275875567,
|
104 |
+
"eval_precision": 0.6682577565632458,
|
105 |
+
"eval_recall": 0.492091388400703,
|
106 |
+
"eval_runtime": 3.1175,
|
107 |
+
"eval_samples_per_second": 547.552,
|
108 |
+
"eval_steps_per_second": 17.321,
|
109 |
+
"step": 1070
|
110 |
+
}
|
111 |
+
],
|
112 |
+
"logging_steps": 500,
|
113 |
+
"max_steps": 1926,
|
114 |
+
"num_input_tokens_seen": 0,
|
115 |
+
"num_train_epochs": 9,
|
116 |
+
"save_steps": 500,
|
117 |
+
"total_flos": 2623878322200.0,
|
118 |
+
"train_batch_size": 32,
|
119 |
+
"trial_name": null,
|
120 |
+
"trial_params": {
|
121 |
+
"alpha": 0.9926400370862213,
|
122 |
+
"learning_rate": 0.00023842954527018476,
|
123 |
+
"num_train_epochs": 9,
|
124 |
+
"temperature": 23
|
125 |
+
}
|
126 |
+
}
|
run-23/checkpoint-1070/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af146dad23da6bdb3233b97634c1ec6cd3215ed9e511d41e8ad3a40f344164c7
|
3 |
+
size 5048
|
run-23/checkpoint-1070/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-23/checkpoint-856/config.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 128,
|
11 |
+
"id2label": {
|
12 |
+
"0": "negative",
|
13 |
+
"1": "positive"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 512,
|
17 |
+
"label2id": {
|
18 |
+
"negative": "0",
|
19 |
+
"positive": "1"
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-12,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"model_type": "bert",
|
24 |
+
"num_attention_heads": 2,
|
25 |
+
"num_hidden_layers": 2,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"torch_dtype": "float32",
|
30 |
+
"transformers_version": "4.40.0",
|
31 |
+
"type_vocab_size": 2,
|
32 |
+
"use_cache": true,
|
33 |
+
"vocab_size": 30522
|
34 |
+
}
|
run-23/checkpoint-856/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dd076b61f5fff2393f3650da87ee5f98a0f9eb1ee864c530fb09537a6cd84ad4
|
3 |
+
size 17549312
|
run-23/checkpoint-856/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7d35a13d28a2dcdcabc8e070acdc49f171abe60278502c2a673cc09e660085d0
|
3 |
+
size 35123898
|
run-23/checkpoint-856/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:057111bfbb4d541cc190a3ed4fcfe228e7425a50e4a06afd33224d43272b1a59
|
3 |
+
size 14308
|
run-23/checkpoint-856/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9caa510e34021cbb70c3308a09ee2d627bd656110f27e8e3e29412133357ec10
|
3 |
+
size 1064
|
run-23/checkpoint-856/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-23/checkpoint-856/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
run-23/checkpoint-856/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-23/checkpoint-856/trainer_state.json
ADDED
@@ -0,0 +1,106 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7311072056239016,
|
3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-23/checkpoint-642",
|
4 |
+
"epoch": 4.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 856,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 1.0,
|
13 |
+
"grad_norm": 8.174213409423828,
|
14 |
+
"learning_rate": 0.00021193737357349756,
|
15 |
+
"loss": 0.6053,
|
16 |
+
"step": 214
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 1.0,
|
20 |
+
"eval_accuracy": 0.7041593438781488,
|
21 |
+
"eval_f1": 0.4107351225204201,
|
22 |
+
"eval_loss": 0.5531450510025024,
|
23 |
+
"eval_mcc": 0.2654659366009494,
|
24 |
+
"eval_precision": 0.6111111111111112,
|
25 |
+
"eval_recall": 0.3093145869947276,
|
26 |
+
"eval_runtime": 3.1397,
|
27 |
+
"eval_samples_per_second": 543.682,
|
28 |
+
"eval_steps_per_second": 17.199,
|
29 |
+
"step": 214
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 2.0,
|
33 |
+
"grad_norm": 2.549020290374756,
|
34 |
+
"learning_rate": 0.00018544520187681036,
|
35 |
+
"loss": 0.5455,
|
36 |
+
"step": 428
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 2.0,
|
40 |
+
"eval_accuracy": 0.7229056824838899,
|
41 |
+
"eval_f1": 0.4569460390355913,
|
42 |
+
"eval_loss": 0.5337331295013428,
|
43 |
+
"eval_mcc": 0.32023248430720136,
|
44 |
+
"eval_precision": 0.6589403973509934,
|
45 |
+
"eval_recall": 0.34973637961335674,
|
46 |
+
"eval_runtime": 3.1777,
|
47 |
+
"eval_samples_per_second": 537.185,
|
48 |
+
"eval_steps_per_second": 16.994,
|
49 |
+
"step": 428
|
50 |
+
},
|
51 |
+
{
|
52 |
+
"epoch": 3.0,
|
53 |
+
"grad_norm": 3.2418973445892334,
|
54 |
+
"learning_rate": 0.00015895303018012317,
|
55 |
+
"loss": 0.514,
|
56 |
+
"step": 642
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 3.0,
|
60 |
+
"eval_accuracy": 0.7311072056239016,
|
61 |
+
"eval_f1": 0.43122676579925656,
|
62 |
+
"eval_loss": 0.5188717246055603,
|
63 |
+
"eval_mcc": 0.3396283739174578,
|
64 |
+
"eval_precision": 0.7310924369747899,
|
65 |
+
"eval_recall": 0.30579964850615116,
|
66 |
+
"eval_runtime": 3.1525,
|
67 |
+
"eval_samples_per_second": 541.47,
|
68 |
+
"eval_steps_per_second": 17.129,
|
69 |
+
"step": 642
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 4.0,
|
73 |
+
"grad_norm": 4.082540988922119,
|
74 |
+
"learning_rate": 0.000132460858483436,
|
75 |
+
"loss": 0.5028,
|
76 |
+
"step": 856
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 4.0,
|
80 |
+
"eval_accuracy": 0.7281780902167545,
|
81 |
+
"eval_f1": 0.3796791443850267,
|
82 |
+
"eval_loss": 0.521298348903656,
|
83 |
+
"eval_mcc": 0.33395946974565643,
|
84 |
+
"eval_precision": 0.7932960893854749,
|
85 |
+
"eval_recall": 0.24956063268892795,
|
86 |
+
"eval_runtime": 3.1071,
|
87 |
+
"eval_samples_per_second": 549.395,
|
88 |
+
"eval_steps_per_second": 17.38,
|
89 |
+
"step": 856
|
90 |
+
}
|
91 |
+
],
|
92 |
+
"logging_steps": 500,
|
93 |
+
"max_steps": 1926,
|
94 |
+
"num_input_tokens_seen": 0,
|
95 |
+
"num_train_epochs": 9,
|
96 |
+
"save_steps": 500,
|
97 |
+
"total_flos": 2099102657760.0,
|
98 |
+
"train_batch_size": 32,
|
99 |
+
"trial_name": null,
|
100 |
+
"trial_params": {
|
101 |
+
"alpha": 0.9926400370862213,
|
102 |
+
"learning_rate": 0.00023842954527018476,
|
103 |
+
"num_train_epochs": 9,
|
104 |
+
"temperature": 23
|
105 |
+
}
|
106 |
+
}
|
run-23/checkpoint-856/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:af146dad23da6bdb3233b97634c1ec6cd3215ed9e511d41e8ad3a40f344164c7
|
3 |
+
size 5048
|
run-23/checkpoint-856/vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|