File size: 2,052 Bytes
2cc093b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8589333333333333,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0747/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": 77.9583969116211,
      "learning_rate": 7.681980515339464e-05,
      "loss": 2.8806,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7328,
      "eval_loss": 1.0771111249923706,
      "eval_runtime": 14.1596,
      "eval_samples_per_second": 264.839,
      "eval_steps_per_second": 4.167,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 68.54283142089844,
      "learning_rate": 4.5e-05,
      "loss": 0.7643,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8394666666666667,
      "eval_loss": 0.5558658838272095,
      "eval_runtime": 13.3566,
      "eval_samples_per_second": 280.76,
      "eval_steps_per_second": 4.417,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 159.14202880859375,
      "learning_rate": 1.3180194846605365e-05,
      "loss": 0.4698,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8589333333333333,
      "eval_loss": 0.48742759227752686,
      "eval_runtime": 13.3733,
      "eval_samples_per_second": 280.41,
      "eval_steps_per_second": 4.412,
      "step": 999
    }
  ],
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 2.4529287718656e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}