File size: 3,585 Bytes
926750b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8762666666666666,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0836/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": 84.18557739257812,
      "learning_rate": 7.875e-05,
      "loss": 3.1148,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6677333333333333,
      "eval_loss": 1.3214713335037231,
      "eval_runtime": 7.3898,
      "eval_samples_per_second": 507.454,
      "eval_steps_per_second": 7.984,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 195.1826629638672,
      "learning_rate": 6.75e-05,
      "loss": 0.8697,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8109333333333333,
      "eval_loss": 0.6215065121650696,
      "eval_runtime": 7.3228,
      "eval_samples_per_second": 512.101,
      "eval_steps_per_second": 8.057,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 68.16921997070312,
      "learning_rate": 5.6250000000000005e-05,
      "loss": 0.5273,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8410666666666666,
      "eval_loss": 0.5204702615737915,
      "eval_runtime": 7.3398,
      "eval_samples_per_second": 510.911,
      "eval_steps_per_second": 8.038,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 59.1320915222168,
      "learning_rate": 4.5e-05,
      "loss": 0.4001,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8546666666666667,
      "eval_loss": 0.4551571011543274,
      "eval_runtime": 7.3688,
      "eval_samples_per_second": 508.905,
      "eval_steps_per_second": 8.007,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 94.34404754638672,
      "learning_rate": 3.375e-05,
      "loss": 0.327,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8736,
      "eval_loss": 0.41850653290748596,
      "eval_runtime": 7.3426,
      "eval_samples_per_second": 510.719,
      "eval_steps_per_second": 8.035,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 107.09838104248047,
      "learning_rate": 2.25e-05,
      "loss": 0.2778,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8696,
      "eval_loss": 0.4221225380897522,
      "eval_runtime": 7.3155,
      "eval_samples_per_second": 512.609,
      "eval_steps_per_second": 8.065,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 93.8565444946289,
      "learning_rate": 1.125e-05,
      "loss": 0.2469,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8762666666666666,
      "eval_loss": 0.4010155200958252,
      "eval_runtime": 7.3651,
      "eval_samples_per_second": 509.155,
      "eval_steps_per_second": 8.011,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 5.7235004676864e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}