xuancoblab2023 commited on
Commit
c6bc1ae
·
verified ·
1 Parent(s): ca086bf

Training in progress, epoch 1

Browse files
logs/events.out.tfevents.1709717864.adc675a344d5.67573.4 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:0e926384d601e7580afd02031ac153c8d8b5e9c81a37747812c32f83eae15b76
3
- size 5314
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8205def1ffaee3a56054ff41eff371a0a74c352f2174322f8e6f4de32a4a7fb0
3
+ size 6351
logs/events.out.tfevents.1709718096.adc675a344d5.67573.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:76993f5e85ffe1b3d2a8c7e4936e214f89f887a4ffd429aea3ee179d7fbb691a
3
+ size 5314
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:de0cafea6a0e6a4c517cdb42c18145404c25fcf88044931866f1604e66d2c782
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03de7b47dbf2c7a75f6e9ae666c226fd153cbe25b9dde09fbdac73c4e190baef
3
  size 17549312
run-3/checkpoint-192/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:cb4d5e48b7b7dcbc4c6a78ba6f64447d41c31642b436b85f9712ebc3f1eb4e10
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9e0c46f77816f5d575f127322066eefcebb06da630356471ed06200afcc53f0c
3
  size 17549312
run-3/checkpoint-192/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:ed70a7588f0522641062b0d7a3e3b4990f0e2467607917b4e82af82ed85fe05c
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:015954ebf3c057deae6f1b47044ff63ce64834a114a40e74092b9bb613604fba
3
  size 35122746
run-3/checkpoint-192/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bbb03ae8de430d092285c0e0abd694736b22b9adda00f4f93056103d08f6a645
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67bee4695b943faaa8a9e14b36a73be86edf96c1c23da94257c10f9bdd2e556c
3
  size 1064
run-3/checkpoint-192/trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
- "best_metric": 0.5,
3
- "best_model_checkpoint": "tiny-bert-sst2-distilled/run-3/checkpoint-96",
4
  "epoch": 2.0,
5
  "eval_steps": 500,
6
  "global_step": 192,
@@ -10,55 +10,55 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 2.101290702819824,
14
- "learning_rate": 1.1962059637335337e-06,
15
- "loss": 0.5173,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_accuracy": 0.5,
21
- "eval_f1": 0.6666666666666666,
22
- "eval_loss": 0.5046124458312988,
23
- "eval_precision": 0.5,
24
- "eval_recall": 1.0,
25
- "eval_runtime": 28.251,
26
- "eval_samples_per_second": 36.176,
27
- "eval_steps_per_second": 1.133,
28
  "step": 96
29
  },
30
  {
31
  "epoch": 2.0,
32
- "grad_norm": 0.6350829005241394,
33
- "learning_rate": 1.0466802182668422e-06,
34
- "loss": 0.4989,
35
  "step": 192
36
  },
37
  {
38
  "epoch": 2.0,
39
- "eval_accuracy": 0.4843444227005871,
40
- "eval_f1": 0.6216798277099785,
41
- "eval_loss": 0.48798972368240356,
42
- "eval_precision": 0.4909297052154195,
43
- "eval_recall": 0.8473581213307241,
44
- "eval_runtime": 28.492,
45
- "eval_samples_per_second": 35.87,
46
- "eval_steps_per_second": 1.123,
47
  "step": 192
48
  }
49
  ],
50
  "logging_steps": 500,
51
- "max_steps": 864,
52
  "num_input_tokens_seen": 0,
53
- "num_train_epochs": 9,
54
  "save_steps": 500,
55
  "total_flos": 471390394560.0,
56
  "train_batch_size": 32,
57
  "trial_name": null,
58
  "trial_params": {
59
- "alpha": 0.586704262013931,
60
- "learning_rate": 1.3457317092002255e-06,
61
- "num_train_epochs": 9,
62
- "temperature": 21
63
  }
64
  }
 
1
  {
2
+ "best_metric": 0.7984344422700587,
3
+ "best_model_checkpoint": "tiny-bert-sst2-distilled/run-3/checkpoint-192",
4
  "epoch": 2.0,
5
  "eval_steps": 500,
6
  "global_step": 192,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 1.4839651584625244,
14
+ "learning_rate": 0.00013176351778592356,
15
+ "loss": 0.4981,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_accuracy": 0.7651663405088063,
21
+ "eval_f1": 0.781021897810219,
22
+ "eval_loss": 0.4340898096561432,
23
+ "eval_precision": 0.7316239316239316,
24
+ "eval_recall": 0.837573385518591,
25
+ "eval_runtime": 28.2114,
26
+ "eval_samples_per_second": 36.227,
27
+ "eval_steps_per_second": 1.134,
28
  "step": 96
29
  },
30
  {
31
  "epoch": 2.0,
32
+ "grad_norm": 1.3078362941741943,
33
+ "learning_rate": 0.0,
34
+ "loss": 0.436,
35
  "step": 192
36
  },
37
  {
38
  "epoch": 2.0,
39
+ "eval_accuracy": 0.7984344422700587,
40
+ "eval_f1": 0.8134057971014492,
41
+ "eval_loss": 0.4166872203350067,
42
+ "eval_precision": 0.7571669477234402,
43
+ "eval_recall": 0.8786692759295499,
44
+ "eval_runtime": 28.4558,
45
+ "eval_samples_per_second": 35.915,
46
+ "eval_steps_per_second": 1.125,
47
  "step": 192
48
  }
49
  ],
50
  "logging_steps": 500,
51
+ "max_steps": 192,
52
  "num_input_tokens_seen": 0,
53
+ "num_train_epochs": 2,
54
  "save_steps": 500,
55
  "total_flos": 471390394560.0,
56
  "train_batch_size": 32,
57
  "trial_name": null,
58
  "trial_params": {
59
+ "alpha": 0.7300485455769454,
60
+ "learning_rate": 0.0002635270355718471,
61
+ "num_train_epochs": 2,
62
+ "temperature": 7
63
  }
64
  }
run-3/checkpoint-192/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b765cab6920f955460cc4f812305ba7f085db0f4dbb906f08e22ff912fece657
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:71c9cf86ae836f33dfc80cf04e65e588263c7e4400c5721df283c07a74df5e2e
3
  size 4920
run-4/checkpoint-96/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a544be95f6f04106deb7c2137fc736ef24e79997e59480896b72c927cd7c7aee
3
  size 17549312
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:03de7b47dbf2c7a75f6e9ae666c226fd153cbe25b9dde09fbdac73c4e190baef
3
  size 17549312
run-4/checkpoint-96/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:92e3700eb6e67af73a6d17192d6328f2e3438132782e383d04facbbbc511695e
3
  size 35122746
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:134ad570012451e34f610fb7aebf0a50a95f255efd0f06143cf454f2e8414625
3
  size 35122746
run-4/checkpoint-96/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:98307cb8361e610ce6078aa8e9ec07ca2d0f6a51244074e95f21bfc44ecff6e0
3
  size 1064
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:15638891015f984827fd9d5a759b43a6ab5e05047f16704e6ec5463662b0acc7
3
  size 1064
run-4/checkpoint-96/trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.5,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
@@ -10,36 +10,36 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
- "grad_norm": 0.6504594683647156,
14
- "learning_rate": 7.787665972957169e-06,
15
- "loss": 0.59,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
- "eval_accuracy": 0.5,
21
- "eval_f1": 0.0,
22
- "eval_loss": 0.5820541977882385,
23
- "eval_precision": 0.0,
24
- "eval_recall": 0.0,
25
- "eval_runtime": 28.7531,
26
- "eval_samples_per_second": 35.544,
27
- "eval_steps_per_second": 1.113,
28
  "step": 96
29
  }
30
  ],
31
  "logging_steps": 500,
32
- "max_steps": 192,
33
  "num_input_tokens_seen": 0,
34
- "num_train_epochs": 2,
35
  "save_steps": 500,
36
  "total_flos": 235695197280.0,
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
- "alpha": 0.7979164056999755,
41
- "learning_rate": 1.5575331945914338e-05,
42
- "num_train_epochs": 2,
43
- "temperature": 5
44
  }
45
  }
 
1
  {
2
+ "best_metric": 0.541095890410959,
3
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-96",
4
  "epoch": 1.0,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.0,
13
+ "grad_norm": 0.4191925525665283,
14
+ "learning_rate": 0.00022738674133918383,
15
+ "loss": 0.098,
16
  "step": 96
17
  },
18
  {
19
  "epoch": 1.0,
20
+ "eval_accuracy": 0.541095890410959,
21
+ "eval_f1": 0.20642978003384094,
22
+ "eval_loss": 0.08223184198141098,
23
+ "eval_precision": 0.7625,
24
+ "eval_recall": 0.11937377690802348,
25
+ "eval_runtime": 28.0826,
26
+ "eval_samples_per_second": 36.393,
27
+ "eval_steps_per_second": 1.139,
28
  "step": 96
29
  }
30
  ],
31
  "logging_steps": 500,
32
+ "max_steps": 480,
33
  "num_input_tokens_seen": 0,
34
+ "num_train_epochs": 5,
35
  "save_steps": 500,
36
  "total_flos": 235695197280.0,
37
  "train_batch_size": 32,
38
  "trial_name": null,
39
  "trial_params": {
40
+ "alpha": 0.09292461434001364,
41
+ "learning_rate": 0.0002842334266739798,
42
+ "num_train_epochs": 5,
43
+ "temperature": 2
44
  }
45
  }
run-4/checkpoint-96/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d75bccfe6c5373ca9b1b18dfaff7dd2ce79806a7acbd4f6cd52c93fdf2f1e00c
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f441eefbf68b7466d3f5396e1b086e4cb1ae1be01fffc857e92bd1ad437f6f6d
3
  size 4920
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:71c9cf86ae836f33dfc80cf04e65e588263c7e4400c5721df283c07a74df5e2e
3
  size 4920
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f441eefbf68b7466d3f5396e1b086e4cb1ae1be01fffc857e92bd1ad437f6f6d
3
  size 4920