File size: 3,543 Bytes
cdd16fc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
{
  "best_metric": 0.8810666666666667,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0489/checkpoints/checkpoint-2331",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 2331,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 115.9214096069336,
      "learning_rate": 3e-05,
      "loss": 3.8199,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4728,
      "eval_loss": 3.582125425338745,
      "eval_runtime": 8.672,
      "eval_samples_per_second": 432.424,
      "eval_steps_per_second": 6.803,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 85.94645690917969,
      "learning_rate": 3e-05,
      "loss": 2.8251,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6653333333333333,
      "eval_loss": 1.9038035869598389,
      "eval_runtime": 8.682,
      "eval_samples_per_second": 431.927,
      "eval_steps_per_second": 6.796,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 90.58956146240234,
      "learning_rate": 3e-05,
      "loss": 1.2747,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7922666666666667,
      "eval_loss": 0.8495551943778992,
      "eval_runtime": 8.7627,
      "eval_samples_per_second": 427.948,
      "eval_steps_per_second": 6.733,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 113.2873306274414,
      "learning_rate": 3e-05,
      "loss": 0.7384,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8336,
      "eval_loss": 0.6040249466896057,
      "eval_runtime": 8.6468,
      "eval_samples_per_second": 433.687,
      "eval_steps_per_second": 6.823,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 174.7952880859375,
      "learning_rate": 3e-05,
      "loss": 0.5213,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8613333333333333,
      "eval_loss": 0.47344622015953064,
      "eval_runtime": 8.69,
      "eval_samples_per_second": 431.529,
      "eval_steps_per_second": 6.789,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 323.5143737792969,
      "learning_rate": 3e-05,
      "loss": 0.3958,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8765333333333334,
      "eval_loss": 0.4226449131965637,
      "eval_runtime": 8.475,
      "eval_samples_per_second": 442.476,
      "eval_steps_per_second": 6.962,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 161.008056640625,
      "learning_rate": 3e-05,
      "loss": 0.3241,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8810666666666667,
      "eval_loss": 0.39698177576065063,
      "eval_runtime": 8.7744,
      "eval_samples_per_second": 427.378,
      "eval_steps_per_second": 6.724,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 5.7235004676864e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}