File size: 3,632 Bytes
4ad9bb3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.05447809770703316,
  "best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-8440",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 8440,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.3,
      "learning_rate": 9.463647199046485e-06,
      "loss": 0.2818,
      "step": 500
    },
    {
      "epoch": 0.59,
      "learning_rate": 8.867699642431467e-06,
      "loss": 0.1106,
      "step": 1000
    },
    {
      "epoch": 0.89,
      "learning_rate": 8.27175208581645e-06,
      "loss": 0.0871,
      "step": 1500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9599166666666666,
      "eval_loss": 0.13126564025878906,
      "eval_runtime": 108.7151,
      "eval_samples_per_second": 110.38,
      "eval_steps_per_second": 3.449,
      "step": 1688
    },
    {
      "epoch": 1.18,
      "learning_rate": 7.675804529201431e-06,
      "loss": 0.0641,
      "step": 2000
    },
    {
      "epoch": 1.48,
      "learning_rate": 7.079856972586413e-06,
      "loss": 0.0554,
      "step": 2500
    },
    {
      "epoch": 1.78,
      "learning_rate": 6.483909415971396e-06,
      "loss": 0.0542,
      "step": 3000
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.97675,
      "eval_loss": 0.06993511319160461,
      "eval_runtime": 110.3278,
      "eval_samples_per_second": 108.767,
      "eval_steps_per_second": 3.399,
      "step": 3376
    },
    {
      "epoch": 2.07,
      "learning_rate": 5.887961859356377e-06,
      "loss": 0.0448,
      "step": 3500
    },
    {
      "epoch": 2.37,
      "learning_rate": 5.2920143027413596e-06,
      "loss": 0.0372,
      "step": 4000
    },
    {
      "epoch": 2.67,
      "learning_rate": 4.696066746126342e-06,
      "loss": 0.0344,
      "step": 4500
    },
    {
      "epoch": 2.96,
      "learning_rate": 4.100119189511323e-06,
      "loss": 0.031,
      "step": 5000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9773333333333334,
      "eval_loss": 0.06398669630289078,
      "eval_runtime": 110.6996,
      "eval_samples_per_second": 108.401,
      "eval_steps_per_second": 3.388,
      "step": 5064
    },
    {
      "epoch": 3.26,
      "learning_rate": 3.5041716328963056e-06,
      "loss": 0.0252,
      "step": 5500
    },
    {
      "epoch": 3.55,
      "learning_rate": 2.9082240762812874e-06,
      "loss": 0.0226,
      "step": 6000
    },
    {
      "epoch": 3.85,
      "learning_rate": 2.3122765196662693e-06,
      "loss": 0.024,
      "step": 6500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9770833333333333,
      "eval_loss": 0.06279084086418152,
      "eval_runtime": 110.8304,
      "eval_samples_per_second": 108.274,
      "eval_steps_per_second": 3.384,
      "step": 6752
    },
    {
      "epoch": 4.15,
      "learning_rate": 1.7163289630512518e-06,
      "loss": 0.019,
      "step": 7000
    },
    {
      "epoch": 4.44,
      "learning_rate": 1.1203814064362336e-06,
      "loss": 0.0171,
      "step": 7500
    },
    {
      "epoch": 4.74,
      "learning_rate": 5.244338498212158e-07,
      "loss": 0.0158,
      "step": 8000
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9804166666666667,
      "eval_loss": 0.05447809770703316,
      "eval_runtime": 108.5958,
      "eval_samples_per_second": 110.502,
      "eval_steps_per_second": 3.453,
      "step": 8440
    }
  ],
  "logging_steps": 500,
  "max_steps": 8440,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 4.184567439187968e+19,
  "trial_name": null,
  "trial_params": null
}