File size: 3,669 Bytes
8881ba1
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9210666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0958/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": 17.784086227416992,
      "learning_rate": 6.735155628520579e-05,
      "loss": 0.7544,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.856,
      "eval_loss": 0.4751030504703522,
      "eval_runtime": 11.6007,
      "eval_samples_per_second": 323.255,
      "eval_steps_per_second": 5.086,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.36588549613952637,
      "learning_rate": 5.9777905730703695e-05,
      "loss": 0.2372,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8613333333333333,
      "eval_loss": 0.46749603748321533,
      "eval_runtime": 12.5101,
      "eval_samples_per_second": 299.757,
      "eval_steps_per_second": 4.716,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 24.4576473236084,
      "learning_rate": 4.843204364097674e-05,
      "loss": 0.1181,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8816,
      "eval_loss": 0.4303298890590668,
      "eval_runtime": 12.5031,
      "eval_samples_per_second": 299.926,
      "eval_steps_per_second": 4.719,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.027621794492006302,
      "learning_rate": 3.5041274668689884e-05,
      "loss": 0.0574,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8882666666666666,
      "eval_loss": 0.4303155541419983,
      "eval_runtime": 12.994,
      "eval_samples_per_second": 288.594,
      "eval_steps_per_second": 4.541,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.0113552650436759,
      "learning_rate": 2.16442220022508e-05,
      "loss": 0.0249,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9021333333333333,
      "eval_loss": 0.42478588223457336,
      "eval_runtime": 12.4306,
      "eval_samples_per_second": 301.676,
      "eval_steps_per_second": 4.746,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.0007456074235960841,
      "learning_rate": 1.0280465465539994e-05,
      "loss": 0.0058,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9128,
      "eval_loss": 0.36055806279182434,
      "eval_runtime": 12.5268,
      "eval_samples_per_second": 299.359,
      "eval_steps_per_second": 4.71,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.1283661425113678,
      "learning_rate": 2.6800339785621635e-06,
      "loss": 0.001,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9210666666666667,
      "eval_loss": 0.34702742099761963,
      "eval_runtime": 12.5085,
      "eval_samples_per_second": 299.797,
      "eval_steps_per_second": 4.717,
      "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": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}