File size: 3,529 Bytes
bab3713
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8744,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0710/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": 2.967390537261963,
      "learning_rate": 7e-05,
      "loss": 1.7045,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8037333333333333,
      "eval_loss": 0.727149248123169,
      "eval_runtime": 7.9396,
      "eval_samples_per_second": 472.313,
      "eval_steps_per_second": 7.431,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 7e-05,
      "loss": 0.5052,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8450666666666666,
      "eval_loss": 0.5238425135612488,
      "eval_runtime": 6.2323,
      "eval_samples_per_second": 601.701,
      "eval_steps_per_second": 9.467,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 6.901103496551514,
      "learning_rate": 7e-05,
      "loss": 0.3018,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8544,
      "eval_loss": 0.49437016248703003,
      "eval_runtime": 6.1831,
      "eval_samples_per_second": 606.493,
      "eval_steps_per_second": 9.542,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.3923960328102112,
      "learning_rate": 7e-05,
      "loss": 0.2035,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8586666666666667,
      "eval_loss": 0.48133137822151184,
      "eval_runtime": 6.6514,
      "eval_samples_per_second": 563.795,
      "eval_steps_per_second": 8.87,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.10363636165857315,
      "learning_rate": 7e-05,
      "loss": 0.1478,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8738666666666667,
      "eval_loss": 0.44488534331321716,
      "eval_runtime": 6.5195,
      "eval_samples_per_second": 575.196,
      "eval_steps_per_second": 9.05,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.2173660695552826,
      "learning_rate": 7e-05,
      "loss": 0.1132,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8677333333333334,
      "eval_loss": 0.459074467420578,
      "eval_runtime": 6.4658,
      "eval_samples_per_second": 579.97,
      "eval_steps_per_second": 9.125,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.08922484517097473,
      "learning_rate": 7e-05,
      "loss": 0.086,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8744,
      "eval_loss": 0.4707986116409302,
      "eval_runtime": 6.4871,
      "eval_samples_per_second": 578.07,
      "eval_steps_per_second": 9.095,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}