File size: 2,422 Bytes
bede492
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
{
  "best_metric": 0.8746666666666667,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0771/checkpoints/checkpoint-1332",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 1332,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 87.87640380859375,
      "learning_rate": 7.681980515339464e-05,
      "loss": 2.7905,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7544,
      "eval_loss": 1.0653897523880005,
      "eval_runtime": 7.5775,
      "eval_samples_per_second": 494.884,
      "eval_steps_per_second": 7.786,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 80.0799331665039,
      "learning_rate": 4.5e-05,
      "loss": 0.726,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8496,
      "eval_loss": 0.5118017792701721,
      "eval_runtime": 7.5604,
      "eval_samples_per_second": 496.007,
      "eval_steps_per_second": 7.804,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 100.5729751586914,
      "learning_rate": 1.3180194846605365e-05,
      "loss": 0.4601,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8682666666666666,
      "eval_loss": 0.4253089725971222,
      "eval_runtime": 7.5595,
      "eval_samples_per_second": 496.063,
      "eval_steps_per_second": 7.805,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 420.82879638671875,
      "learning_rate": 0.0,
      "loss": 0.394,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8746666666666667,
      "eval_loss": 0.43017512559890747,
      "eval_runtime": 7.5855,
      "eval_samples_per_second": 494.366,
      "eval_steps_per_second": 7.778,
      "step": 1332
    }
  ],
  "logging_steps": 500,
  "max_steps": 1332,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 3.2705716958208e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}