xuancoblab2023 commited on
Commit
eeff9c2
·
verified ·
1 Parent(s): 46b71dd

Training in progress, epoch 2

Browse files
logs/events.out.tfevents.1709745084.1dcff7455174.7719.15 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dc2d079a64417d94df547283cfee9b20b22c0a65537ff4a7a23d46b0833e9b1f
3
- size 5316
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b6cec3f47bf1f33878b31ad23e873cb04f69a65667d6de9924a05d280fdd389
3
+ size 5999
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f68fb0faebee8cb7dc45d058363b1fd5ab13a67c70abd1f7c30b1ac95a145c76
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3de6660b415820259563363fcfe531f83c935a94cce18bbcfbb2de5b473f6be3
3
  size 17549312
run-15/checkpoint-192/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e51c6bffd5e80d5db594fbb33a358a6a8f49d1861e0d5cd8ab89b4941f4c1d18
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3de6660b415820259563363fcfe531f83c935a94cce18bbcfbb2de5b473f6be3
3
  size 17549312
run-15/checkpoint-192/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:58cf9e3ae69003d59abe4aa91c0e2c079ec90980d90b2d6c208e6bd3ef06eed0
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ea43d6f75916e25d40ef3e949954b627eb9c168a44eac89dbdb756c55220cdee
3
  size 35122746
run-15/checkpoint-192/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6cae425c8fb6e43e1c23cd81e499e76b6567e8693dfdeaf295bdedf3136ae373
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5ae96168c84278fc0fe1f596c71853c3d53ac948eeccd69bb2bfcfaac2b74b0c
3
  size 1064
run-15/checkpoint-192/trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.7984344422700587,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-15/checkpoint-192",
4
  "epoch": 2.0,
5
  "eval_steps": 500,
@@ -10,55 +10,55 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 1.150837779045105,
14
- "learning_rate": 0.00014120530022151875,
15
- "loss": 0.5007,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_accuracy": 0.7681017612524462,
21
- "eval_f1": 0.7889581478183438,
22
- "eval_loss": 0.4356862008571625,
23
- "eval_precision": 0.7238562091503268,
24
- "eval_recall": 0.8669275929549902,
25
- "eval_runtime": 28.2732,
26
- "eval_samples_per_second": 36.147,
27
- "eval_steps_per_second": 1.132,
28
  "step": 96
29
  },
30
  {
31
  "epoch": 2.0,
32
- "grad_norm": 2.0905497074127197,
33
- "learning_rate": 9.413686681434584e-05,
34
- "loss": 0.4302,
35
  "step": 192
36
  },
37
  {
38
  "epoch": 2.0,
39
- "eval_accuracy": 0.7984344422700587,
40
- "eval_f1": 0.81993006993007,
41
- "eval_loss": 0.4125403165817261,
42
- "eval_precision": 0.740916271721959,
43
- "eval_recall": 0.9178082191780822,
44
- "eval_runtime": 29.852,
45
- "eval_samples_per_second": 34.236,
46
- "eval_steps_per_second": 1.072,
47
  "step": 192
48
  }
49
  ],
50
  "logging_steps": 500,
51
- "max_steps": 384,
52
  "num_input_tokens_seen": 0,
53
- "num_train_epochs": 4,
54
  "save_steps": 500,
55
  "total_flos": 471390394560.0,
56
  "train_batch_size": 32,
57
  "trial_name": null,
58
  "trial_params": {
59
- "alpha": 0.7235742113106859,
60
- "learning_rate": 0.00018827373362869168,
61
- "num_train_epochs": 4,
62
- "temperature": 25
63
  }
64
  }
 
1
  {
2
+ "best_metric": 0.8189823874755382,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-15/checkpoint-192",
4
  "epoch": 2.0,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 2.341264247894287,
14
+ "learning_rate": 0.0003257774454972516,
15
+ "loss": 0.5225,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_accuracy": 0.7906066536203522,
21
+ "eval_f1": 0.8078994614003591,
22
+ "eval_loss": 0.4404396712779999,
23
+ "eval_precision": 0.746268656716418,
24
+ "eval_recall": 0.8806262230919765,
25
+ "eval_runtime": 24.9228,
26
+ "eval_samples_per_second": 41.007,
27
+ "eval_steps_per_second": 1.284,
28
  "step": 96
29
  },
30
  {
31
  "epoch": 2.0,
32
+ "grad_norm": 2.7467563152313232,
33
+ "learning_rate": 0.00028957995155311255,
34
+ "loss": 0.4443,
35
  "step": 192
36
  },
37
  {
38
  "epoch": 2.0,
39
+ "eval_accuracy": 0.8189823874755382,
40
+ "eval_f1": 0.8322756119673618,
41
+ "eval_loss": 0.40899789333343506,
42
+ "eval_precision": 0.7753378378378378,
43
+ "eval_recall": 0.898238747553816,
44
+ "eval_runtime": 24.9291,
45
+ "eval_samples_per_second": 40.996,
46
+ "eval_steps_per_second": 1.284,
47
  "step": 192
48
  }
49
  ],
50
  "logging_steps": 500,
51
+ "max_steps": 960,
52
  "num_input_tokens_seen": 0,
53
+ "num_train_epochs": 10,
54
  "save_steps": 500,
55
  "total_flos": 471390394560.0,
56
  "train_batch_size": 32,
57
  "trial_name": null,
58
  "trial_params": {
59
+ "alpha": 0.7955319016044536,
60
+ "learning_rate": 0.00036197493944139066,
61
+ "num_train_epochs": 10,
62
+ "temperature": 8
63
  }
64
  }
run-15/checkpoint-192/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b4455ec233a06250ca78d744f669f3caf07ff1e989cb0faa606b8567c0ee6a96
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e3d9bd9e7f16ac97ca0e7e00ad365e1b9f7804af850a7b1faa4910402684f951
3
  size 4920