File size: 3,906 Bytes
25a2c8f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
{
  "best_metric": 0.5109333333333334,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0240/checkpoints/checkpoint-2664",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 2664,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 3.3257,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.21066666666666667,
      "eval_loss": 2.9283149242401123,
      "eval_runtime": 5.6174,
      "eval_samples_per_second": 667.567,
      "eval_steps_per_second": 10.503,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 2.7381,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.2650666666666667,
      "eval_loss": 2.6659557819366455,
      "eval_runtime": 5.8381,
      "eval_samples_per_second": 642.336,
      "eval_steps_per_second": 10.106,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 10.663564682006836,
      "learning_rate": 0.0005,
      "loss": 2.3724,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.35386666666666666,
      "eval_loss": 2.352288007736206,
      "eval_runtime": 5.6471,
      "eval_samples_per_second": 664.061,
      "eval_steps_per_second": 10.448,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 11.199378967285156,
      "learning_rate": 0.0005,
      "loss": 2.0869,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.4,
      "eval_loss": 2.1395952701568604,
      "eval_runtime": 5.6521,
      "eval_samples_per_second": 663.469,
      "eval_steps_per_second": 10.439,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 1.8502,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.4594666666666667,
      "eval_loss": 1.934721827507019,
      "eval_runtime": 5.6904,
      "eval_samples_per_second": 659.01,
      "eval_steps_per_second": 10.368,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 8.311622619628906,
      "learning_rate": 0.0005,
      "loss": 1.6531,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.464,
      "eval_loss": 1.92787504196167,
      "eval_runtime": 5.7646,
      "eval_samples_per_second": 650.522,
      "eval_steps_per_second": 10.235,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 1.457,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.4789333333333333,
      "eval_loss": 1.8459540605545044,
      "eval_runtime": 5.7366,
      "eval_samples_per_second": 653.694,
      "eval_steps_per_second": 10.285,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 20.259849548339844,
      "learning_rate": 0.0005,
      "loss": 1.25,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.5109333333333334,
      "eval_loss": 1.7780851125717163,
      "eval_runtime": 5.724,
      "eval_samples_per_second": 655.132,
      "eval_steps_per_second": 10.307,
      "step": 2664
    }
  ],
  "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": true
      },
      "attributes": {}
    }
  },
  "total_flos": 1.317930564980736e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}