File size: 4,402 Bytes
d784774
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
{
  "best_metric": 0.6144,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0227/checkpoints/checkpoint-2997",
  "epoch": 9.0,
  "eval_steps": 500,
  "global_step": 2997,
  "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": 0.0004850126564054637,
      "loss": 3.1414,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.26266666666666666,
      "eval_loss": 2.7279813289642334,
      "eval_runtime": 7.474,
      "eval_samples_per_second": 501.742,
      "eval_steps_per_second": 7.894,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00044184758936602033,
      "loss": 2.434,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.37706666666666666,
      "eval_loss": 2.216585874557495,
      "eval_runtime": 7.4632,
      "eval_samples_per_second": 502.466,
      "eval_steps_per_second": 7.905,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 19.137792587280273,
      "learning_rate": 0.0003754536287075859,
      "loss": 1.9636,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.4357333333333333,
      "eval_loss": 1.9837408065795898,
      "eval_runtime": 7.3751,
      "eval_samples_per_second": 508.468,
      "eval_steps_per_second": 8.0,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 19.926172256469727,
      "learning_rate": 0.000293928108928647,
      "loss": 1.5944,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.49866666666666665,
      "eval_loss": 1.7353116273880005,
      "eval_runtime": 7.5182,
      "eval_samples_per_second": 498.791,
      "eval_steps_per_second": 7.848,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.3077995777130127,
      "learning_rate": 0.00020710421090307243,
      "loss": 1.2249,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.544,
      "eval_loss": 1.5988390445709229,
      "eval_runtime": 7.5798,
      "eval_samples_per_second": 494.734,
      "eval_steps_per_second": 7.784,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00012568147258031897,
      "loss": 0.8513,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.568,
      "eval_loss": 1.5054867267608643,
      "eval_runtime": 7.45,
      "eval_samples_per_second": 503.357,
      "eval_steps_per_second": 7.919,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 17.87017059326172,
      "learning_rate": 5.899518490663266e-05,
      "loss": 0.4974,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.5944,
      "eval_loss": 1.4814800024032593,
      "eval_runtime": 7.9072,
      "eval_samples_per_second": 474.249,
      "eval_steps_per_second": 7.462,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 10.550558090209961,
      "learning_rate": 1.534689686405272e-05,
      "loss": 0.2669,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.6117333333333334,
      "eval_loss": 1.4809049367904663,
      "eval_runtime": 7.3988,
      "eval_samples_per_second": 506.839,
      "eval_steps_per_second": 7.974,
      "step": 2664
    },
    {
      "epoch": 9.0,
      "grad_norm": 21.565887451171875,
      "learning_rate": 1.2361706385188854e-09,
      "loss": 0.1731,
      "step": 2997
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.6144,
      "eval_loss": 1.491197109222412,
      "eval_runtime": 7.4901,
      "eval_samples_per_second": 500.663,
      "eval_steps_per_second": 7.877,
      "step": 2997
    }
  ],
  "logging_steps": 500,
  "max_steps": 2997,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "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": 1.482671885603328e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}