File size: 4,033 Bytes
8f1724a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4376,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0715/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": 17.579166412353516,
      "learning_rate": 0.0004382507507507508,
      "loss": 3.358,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.1928,
      "eval_loss": 3.017362594604492,
      "eval_runtime": 11.7589,
      "eval_samples_per_second": 318.909,
      "eval_steps_per_second": 5.017,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 22.820676803588867,
      "learning_rate": 0.0003757507507507508,
      "loss": 2.8424,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.25066666666666665,
      "eval_loss": 2.779968023300171,
      "eval_runtime": 11.9559,
      "eval_samples_per_second": 313.654,
      "eval_steps_per_second": 4.935,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 23.12680435180664,
      "learning_rate": 0.0003132507507507508,
      "loss": 2.619,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.3,
      "eval_loss": 2.55679988861084,
      "eval_runtime": 11.2845,
      "eval_samples_per_second": 332.314,
      "eval_steps_per_second": 5.228,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 20.347064971923828,
      "learning_rate": 0.0002507507507507508,
      "loss": 2.4298,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.33093333333333336,
      "eval_loss": 2.4048681259155273,
      "eval_runtime": 10.9376,
      "eval_samples_per_second": 342.853,
      "eval_steps_per_second": 5.394,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 18.868165969848633,
      "learning_rate": 0.00018825075075075076,
      "loss": 2.256,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.3682666666666667,
      "eval_loss": 2.283622980117798,
      "eval_runtime": 10.7555,
      "eval_samples_per_second": 348.657,
      "eval_steps_per_second": 5.486,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 26.03997039794922,
      "learning_rate": 0.00012575075075075076,
      "loss": 2.0773,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.3914666666666667,
      "eval_loss": 2.186504364013672,
      "eval_runtime": 10.8347,
      "eval_samples_per_second": 346.11,
      "eval_steps_per_second": 5.445,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": Infinity,
      "learning_rate": 6.343843843843844e-05,
      "loss": 1.8698,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.41706666666666664,
      "eval_loss": 2.0840203762054443,
      "eval_runtime": 10.9946,
      "eval_samples_per_second": 341.077,
      "eval_steps_per_second": 5.366,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 24.889787673950195,
      "learning_rate": 9.384384384384384e-07,
      "loss": 1.6415,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.4376,
      "eval_loss": 2.0485236644744873,
      "eval_runtime": 13.1499,
      "eval_samples_per_second": 285.173,
      "eval_steps_per_second": 4.487,
      "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
}