File size: 1,729 Bytes
85d3291
3e8ad85
746d096
85d3291
 
 
 
 
 
 
 
 
3e8ad85
 
 
85d3291
 
 
 
3e8ad85
 
 
 
 
85d3291
 
 
 
3e8ad85
 
 
85d3291
 
 
 
3e8ad85
 
 
 
 
85d3291
 
 
 
857c7fd
85d3291
857c7fd
85d3291
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3e8ad85
 
857c7fd
3e8ad85
85d3291
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
{
  "best_metric": 0.8130733944954128,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-1/checkpoint-527",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 1054,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 6.467271327972412,
      "learning_rate": 0.0005246601812780973,
      "loss": 0.349,
      "step": 527
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8130733944954128,
      "eval_loss": 0.5175108313560486,
      "eval_runtime": 2.3764,
      "eval_samples_per_second": 366.943,
      "eval_steps_per_second": 2.946,
      "step": 527
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.971531867980957,
      "learning_rate": 0.00026233009063904864,
      "loss": 0.1805,
      "step": 1054
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8027522935779816,
      "eval_loss": 0.6036062240600586,
      "eval_runtime": 2.3772,
      "eval_samples_per_second": 366.815,
      "eval_steps_per_second": 2.945,
      "step": 1054
    }
  ],
  "logging_steps": 500,
  "max_steps": 1581,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 16141525436100.0,
  "train_batch_size": 128,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.9438943885488221,
    "learning_rate": 0.0007869902719171459,
    "num_train_epochs": 3,
    "temperature": 2
  }
}