File size: 3,931 Bytes
f6d46b9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.36133333333333334,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0950/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": 19.445587158203125,
      "learning_rate": 0.0005,
      "loss": 3.3589,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.21546666666666667,
      "eval_loss": 2.997933864593506,
      "eval_runtime": 11.5543,
      "eval_samples_per_second": 324.555,
      "eval_steps_per_second": 5.106,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 15.718216896057129,
      "learning_rate": 0.0005,
      "loss": 2.8629,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.2576,
      "eval_loss": 2.768514633178711,
      "eval_runtime": 11.5328,
      "eval_samples_per_second": 325.159,
      "eval_steps_per_second": 5.116,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 18.203109741210938,
      "learning_rate": 0.0005,
      "loss": 2.6698,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.2853333333333333,
      "eval_loss": 2.6853585243225098,
      "eval_runtime": 11.6102,
      "eval_samples_per_second": 322.991,
      "eval_steps_per_second": 5.082,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 14.802690505981445,
      "learning_rate": 0.0005,
      "loss": 2.5346,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.28213333333333335,
      "eval_loss": 2.6241209506988525,
      "eval_runtime": 11.5411,
      "eval_samples_per_second": 324.926,
      "eval_steps_per_second": 5.112,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 21.988967895507812,
      "learning_rate": 0.0005,
      "loss": 2.425,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.3354666666666667,
      "eval_loss": 2.435352325439453,
      "eval_runtime": 12.681,
      "eval_samples_per_second": 295.718,
      "eval_steps_per_second": 4.653,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 13.287381172180176,
      "learning_rate": 0.0005,
      "loss": 2.3127,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.3448,
      "eval_loss": 2.3814663887023926,
      "eval_runtime": 11.1324,
      "eval_samples_per_second": 336.856,
      "eval_steps_per_second": 5.3,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 2.2273,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.3512,
      "eval_loss": 2.3415327072143555,
      "eval_runtime": 11.6176,
      "eval_samples_per_second": 322.787,
      "eval_steps_per_second": 5.079,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 16.227296829223633,
      "learning_rate": 0.0005,
      "loss": 2.1459,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.36133333333333334,
      "eval_loss": 2.312739849090576,
      "eval_runtime": 11.5772,
      "eval_samples_per_second": 323.913,
      "eval_steps_per_second": 5.096,
      "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
}