File size: 2,197 Bytes
fbcf44c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
72
73
74
75
76
77
78
79
80
81
82
{
  "best_metric": 0.15625,
  "best_model_checkpoint": "/kaggle/working/checkpoint-17",
  "epoch": 1.4852941176470589,
  "eval_steps": 500,
  "global_step": 17,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.47058823529411764,
      "eval_accuracy": 0.03125,
      "eval_f1": 0.010416666666666666,
      "eval_loss": 2.347832679748535,
      "eval_precision": 0.00625,
      "eval_recall": 0.03125,
      "eval_runtime": 5.3844,
      "eval_samples_per_second": 5.943,
      "eval_steps_per_second": 1.486,
      "eval_top_10_accuracy": 1.0,
      "eval_top_1_accuracy": 0.03125,
      "eval_top_5_accuracy": 0.46875,
      "step": 8
    },
    {
      "epoch": 1.4852941176470589,
      "eval_accuracy": 0.15625,
      "eval_f1": 0.09895833333333333,
      "eval_loss": 2.3559300899505615,
      "eval_precision": 0.13671875,
      "eval_recall": 0.15625,
      "eval_runtime": 5.5018,
      "eval_samples_per_second": 5.816,
      "eval_steps_per_second": 1.454,
      "eval_top_10_accuracy": 1.0,
      "eval_top_1_accuracy": 0.15625,
      "eval_top_5_accuracy": 0.5,
      "step": 17
    },
    {
      "epoch": 1.4852941176470589,
      "step": 17,
      "total_flos": 3.3895374930837504e+17,
      "train_loss": 2.3516208424287686,
      "train_runtime": 111.1739,
      "train_samples_per_second": 2.447,
      "train_steps_per_second": 0.153
    }
  ],
  "logging_steps": 100,
  "max_steps": 17,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9223372036854775807,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 20,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.3895374930837504e+17,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}