File size: 2,027 Bytes
4df80cd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8746666666666667,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0481/checkpoints/checkpoint-999",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 999,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 35.00551986694336,
      "learning_rate": 0.0003,
      "loss": 1.6034,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8194666666666667,
      "eval_loss": 0.6174172759056091,
      "eval_runtime": 7.9707,
      "eval_samples_per_second": 470.474,
      "eval_steps_per_second": 7.402,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 73.18160247802734,
      "learning_rate": 0.0003,
      "loss": 0.478,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8498666666666667,
      "eval_loss": 0.5026733875274658,
      "eval_runtime": 8.2579,
      "eval_samples_per_second": 454.109,
      "eval_steps_per_second": 7.145,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 42.81459426879883,
      "learning_rate": 0.0003,
      "loss": 0.2982,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8746666666666667,
      "eval_loss": 0.4518068730831146,
      "eval_runtime": 7.9998,
      "eval_samples_per_second": 468.763,
      "eval_steps_per_second": 7.375,
      "step": 999
    }
  ],
  "logging_steps": 500,
  "max_steps": 999,
  "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": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.4529287718656e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}