xuancoblab2023 commited on
Commit
d0ea8db
·
verified ·
1 Parent(s): f30714f

Training in progress, epoch 1

Browse files
logs/events.out.tfevents.1709741585.1dcff7455174.7719.8 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:19c9bc913b8fa6bedf0b30430ed5a1abf15a6d23edfe4ededfc8f0f27caf3bd0
3
- size 5997
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8e25f485f8bfd1004279e478e99c9038fd1c5a6d72cf50c9e73f520c8dc4f3d
3
+ size 7363
logs/events.out.tfevents.1709741985.1dcff7455174.7719.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b9917e0c11b3351b5ac3e4e0f9882c40e0544f3349c6b4fb2c43984f8cae832f
3
+ size 5314
logs/events.out.tfevents.1709742084.1dcff7455174.7719.10 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07df09268f614c779ab99aeb721d58f2515a0570e168044f8447e0d08c9ce32d
3
+ size 5315
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:86ff6db7c240bd772007d6c5e4992ba94e87ffe11a765944450a10be3f0a616c
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d8853ef567f2ad2c26f3acedb2053492b0ba55673cd6330f1d48737fe000db7
3
  size 17549312
run-10/checkpoint-96/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:4e79087651dbe07597bcc519c0603106d4238d761309189dc1d8c49bbe9fbdd0
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d8853ef567f2ad2c26f3acedb2053492b0ba55673cd6330f1d48737fe000db7
3
  size 17549312
run-10/checkpoint-96/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3771f7ce5a1e746e27d5b4f30b62b81054ea67cf657063408de78b4fac6385f5
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:153954f49b9fa650cbe4f1b4a7ef3427e06f73c0a09d5ead3142daf3caed9def
3
  size 35122746
run-10/checkpoint-96/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:35ad384a49732bbba66f365d68a02bf664cf1489238a42c775ec81b19b0b82fa
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cda17b0ef9e04e1234e3c9c4ab2b57b417935ba5084b708100bc14292d32cacc
3
  size 1064
run-10/checkpoint-96/trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.7524461839530333,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-10/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
@@ -10,21 +10,21 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 2.535670757293701,
14
- "learning_rate": 0.00048723007690763744,
15
- "loss": 0.5767,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_accuracy": 0.7524461839530333,
21
- "eval_f1": 0.7924528301886793,
22
- "eval_loss": 0.4912106394767761,
23
- "eval_precision": 0.6822033898305084,
24
- "eval_recall": 0.9452054794520548,
25
- "eval_runtime": 30.3562,
26
- "eval_samples_per_second": 33.667,
27
- "eval_steps_per_second": 1.054,
28
  "step": 96
29
  }
30
  ],
@@ -37,9 +37,9 @@
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
- "alpha": 0.964566953098255,
41
- "learning_rate": 0.0009744601538152749,
42
  "num_train_epochs": 2,
43
- "temperature": 30
44
  }
45
  }
 
1
  {
2
+ "best_metric": 0.7837573385518591,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-10/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 4.513129711151123,
14
+ "learning_rate": 0.00015497977730708463,
15
+ "loss": 0.5754,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_accuracy": 0.7837573385518591,
21
+ "eval_f1": 0.8122344944774851,
22
+ "eval_loss": 0.46778297424316406,
23
+ "eval_precision": 0.7177177177177178,
24
+ "eval_recall": 0.9354207436399217,
25
+ "eval_runtime": 24.9847,
26
+ "eval_samples_per_second": 40.905,
27
+ "eval_steps_per_second": 1.281,
28
  "step": 96
29
  }
30
  ],
 
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
+ "alpha": 0.9845885728988275,
41
+ "learning_rate": 0.00030995955461416927,
42
  "num_train_epochs": 2,
43
+ "temperature": 12
44
  }
45
  }
run-10/checkpoint-96/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b603cc11f59a882aaaffb8f9536f958187e41d9698ff3658445388c161757421
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e0410bd8454c69a478d22b3efe1cb60edac0a98159c2117907a0cab3dda5d19
3
  size 4920
run-8/checkpoint-288/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": "4.38.2",
31
+ "type_vocab_size": 2,
32
+ "use_cache": true,
33
+ "vocab_size": 30522
34
+ }
run-8/checkpoint-288/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3f411103f9abbef0a3873a885c570d9f1b3e62951332b3a650b531d39e546c2b
3
+ size 17549312
run-8/checkpoint-288/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:020b79004a05e9f5912ccde55b6555affa30e1a69a235dc7e4b042109275e8e4
3
+ size 35122746
run-8/checkpoint-288/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ba3c2bb1d96a39a28ae1b66f234e351e3c13c700fc97347efd6308798b151790
3
+ size 14054
run-8/checkpoint-288/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3ee19976bffe7779cff0dcba9b701ef8e1bfad6e14f31f2a315ae588aea085e1
3
+ size 1064
run-8/checkpoint-288/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-8/checkpoint-288/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
run-8/checkpoint-288/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-8/checkpoint-288/trainer_state.json ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.761252446183953,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-8/checkpoint-288",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 288,
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": 0.6551002860069275,
14
+ "learning_rate": 6.801658733829082e-05,
15
+ "loss": 0.4365,
16
+ "step": 96
17
+ },
18
+ {
19
+ "epoch": 1.0,
20
+ "eval_accuracy": 0.662426614481409,
21
+ "eval_f1": 0.558258642765685,
22
+ "eval_loss": 0.3849833011627197,
23
+ "eval_precision": 0.8074074074074075,
24
+ "eval_recall": 0.42661448140900193,
25
+ "eval_runtime": 25.2796,
26
+ "eval_samples_per_second": 40.428,
27
+ "eval_steps_per_second": 1.266,
28
+ "step": 96
29
+ },
30
+ {
31
+ "epoch": 2.0,
32
+ "grad_norm": 1.109588384628296,
33
+ "learning_rate": 5.9514513921004466e-05,
34
+ "loss": 0.3828,
35
+ "step": 192
36
+ },
37
+ {
38
+ "epoch": 2.0,
39
+ "eval_accuracy": 0.7045009784735812,
40
+ "eval_f1": 0.6544622425629291,
41
+ "eval_loss": 0.3611763119697571,
42
+ "eval_precision": 0.7878787878787878,
43
+ "eval_recall": 0.5596868884540117,
44
+ "eval_runtime": 25.4122,
45
+ "eval_samples_per_second": 40.217,
46
+ "eval_steps_per_second": 1.259,
47
+ "step": 192
48
+ },
49
+ {
50
+ "epoch": 3.0,
51
+ "grad_norm": 1.4850609302520752,
52
+ "learning_rate": 5.101244050371811e-05,
53
+ "loss": 0.3691,
54
+ "step": 288
55
+ },
56
+ {
57
+ "epoch": 3.0,
58
+ "eval_accuracy": 0.761252446183953,
59
+ "eval_f1": 0.7525354969574035,
60
+ "eval_loss": 0.35745102167129517,
61
+ "eval_precision": 0.7810526315789473,
62
+ "eval_recall": 0.726027397260274,
63
+ "eval_runtime": 25.6214,
64
+ "eval_samples_per_second": 39.889,
65
+ "eval_steps_per_second": 1.249,
66
+ "step": 288
67
+ }
68
+ ],
69
+ "logging_steps": 500,
70
+ "max_steps": 864,
71
+ "num_input_tokens_seen": 0,
72
+ "num_train_epochs": 9,
73
+ "save_steps": 500,
74
+ "total_flos": 707085591840.0,
75
+ "train_batch_size": 32,
76
+ "trial_name": null,
77
+ "trial_params": {
78
+ "alpha": 0.5720238366992816,
79
+ "learning_rate": 7.651866075557717e-05,
80
+ "num_train_epochs": 9,
81
+ "temperature": 25
82
+ }
83
+ }
run-8/checkpoint-288/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57c01c47cfb7f7d8530acb1f2f7c1e65992d8943357bd77df5af6cdccc8074cf
3
+ size 4920
run-8/checkpoint-288/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:dc3160888fc83e22e4969d14bdc1e1ab59cf563521f038a2cd8ce1deb5244204
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1e0410bd8454c69a478d22b3efe1cb60edac0a98159c2117907a0cab3dda5d19
3
  size 4920