File size: 3,126 Bytes
cf4d490
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.5376309156417847,
  "best_model_checkpoint": "./plant-classification/checkpoint-160",
  "epoch": 2.0,
  "global_step": 160,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.12,
      "learning_rate": 0.0001875,
      "loss": 2.4258,
      "step": 10
    },
    {
      "epoch": 0.25,
      "learning_rate": 0.000175,
      "loss": 1.9889,
      "step": 20
    },
    {
      "epoch": 0.38,
      "learning_rate": 0.00016250000000000002,
      "loss": 1.607,
      "step": 30
    },
    {
      "epoch": 0.5,
      "learning_rate": 0.00015000000000000001,
      "loss": 1.3676,
      "step": 40
    },
    {
      "epoch": 0.5,
      "eval_accuracy": 0.7850467289719626,
      "eval_loss": 1.1707247495651245,
      "eval_runtime": 340.2579,
      "eval_samples_per_second": 1.572,
      "eval_steps_per_second": 0.197,
      "step": 40
    },
    {
      "epoch": 0.62,
      "learning_rate": 0.0001375,
      "loss": 1.1479,
      "step": 50
    },
    {
      "epoch": 0.75,
      "learning_rate": 0.000125,
      "loss": 1.041,
      "step": 60
    },
    {
      "epoch": 0.88,
      "learning_rate": 0.00011250000000000001,
      "loss": 0.9377,
      "step": 70
    },
    {
      "epoch": 1.0,
      "learning_rate": 0.0001,
      "loss": 0.7748,
      "step": 80
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8242990654205608,
      "eval_loss": 0.7840399146080017,
      "eval_runtime": 345.814,
      "eval_samples_per_second": 1.547,
      "eval_steps_per_second": 0.194,
      "step": 80
    },
    {
      "epoch": 1.12,
      "learning_rate": 8.75e-05,
      "loss": 0.6445,
      "step": 90
    },
    {
      "epoch": 1.25,
      "learning_rate": 7.500000000000001e-05,
      "loss": 0.6609,
      "step": 100
    },
    {
      "epoch": 1.38,
      "learning_rate": 6.25e-05,
      "loss": 0.5166,
      "step": 110
    },
    {
      "epoch": 1.5,
      "learning_rate": 5e-05,
      "loss": 0.5183,
      "step": 120
    },
    {
      "epoch": 1.5,
      "eval_accuracy": 0.8467289719626169,
      "eval_loss": 0.5941035747528076,
      "eval_runtime": 349.1506,
      "eval_samples_per_second": 1.532,
      "eval_steps_per_second": 0.192,
      "step": 120
    },
    {
      "epoch": 1.62,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.4848,
      "step": 130
    },
    {
      "epoch": 1.75,
      "learning_rate": 2.5e-05,
      "loss": 0.5598,
      "step": 140
    },
    {
      "epoch": 1.88,
      "learning_rate": 1.25e-05,
      "loss": 0.4853,
      "step": 150
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0,
      "loss": 0.4338,
      "step": 160
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8822429906542056,
      "eval_loss": 0.5376309156417847,
      "eval_runtime": 365.9435,
      "eval_samples_per_second": 1.462,
      "eval_steps_per_second": 0.183,
      "step": 160
    }
  ],
  "max_steps": 160,
  "num_train_epochs": 2,
  "total_flos": 1.9809082826897818e+17,
  "trial_name": null,
  "trial_params": null
}