File size: 4,506 Bytes
9be8159
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": null,
  "best_model_checkpoint": null,
  "epoch": 10.0,
  "global_step": 2330,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8702409035670884,
      "eval_f1": 0.2995999407319603,
      "eval_loss": 0.5389052033424377,
      "eval_precision": 0.33331959612610756,
      "eval_recall": 0.27207589060450094,
      "eval_runtime": 14.1196,
      "eval_samples_per_second": 1054.99,
      "eval_steps_per_second": 2.125,
      "step": 233
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9681749946386446,
      "eval_f1": 0.8514915583419936,
      "eval_loss": 0.12146873772144318,
      "eval_precision": 0.8626164998274076,
      "eval_recall": 0.8406499142193965,
      "eval_runtime": 15.0925,
      "eval_samples_per_second": 986.983,
      "eval_steps_per_second": 1.988,
      "step": 466
    },
    {
      "epoch": 2.15,
      "learning_rate": 6.25e-06,
      "loss": 1.2635,
      "step": 500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9790478232897276,
      "eval_f1": 0.9141998345125719,
      "eval_loss": 0.0771816298365593,
      "eval_precision": 0.9178421266784212,
      "eval_recall": 0.9105863356544556,
      "eval_runtime": 14.0091,
      "eval_samples_per_second": 1063.307,
      "eval_steps_per_second": 2.141,
      "step": 699
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.98271141611266,
      "eval_f1": 0.9309382867251821,
      "eval_loss": 0.06554248929023743,
      "eval_precision": 0.9416055882454148,
      "eval_recall": 0.9205099740976217,
      "eval_runtime": 14.0197,
      "eval_samples_per_second": 1062.501,
      "eval_steps_per_second": 2.14,
      "step": 932
    },
    {
      "epoch": 4.29,
      "learning_rate": 8.69281045751634e-06,
      "loss": 0.0906,
      "step": 1000
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.984880977911216,
      "eval_f1": 0.9419223941161552,
      "eval_loss": 0.06115253269672394,
      "eval_precision": 0.9468692637160921,
      "eval_recall": 0.9370269452013321,
      "eval_runtime": 14.0288,
      "eval_samples_per_second": 1061.817,
      "eval_steps_per_second": 2.138,
      "step": 1165
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9843269711916506,
      "eval_f1": 0.9446501919062689,
      "eval_loss": 0.062205445021390915,
      "eval_precision": 0.9454459682582471,
      "eval_recall": 0.9438557540283244,
      "eval_runtime": 14.4851,
      "eval_samples_per_second": 1028.367,
      "eval_steps_per_second": 2.071,
      "step": 1398
    },
    {
      "epoch": 6.44,
      "learning_rate": 5.4248366013071894e-06,
      "loss": 0.0429,
      "step": 1500
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9854850239473872,
      "eval_f1": 0.9466268938436389,
      "eval_loss": 0.06088804826140404,
      "eval_precision": 0.9484971293481932,
      "eval_recall": 0.9447640192417668,
      "eval_runtime": 14.327,
      "eval_samples_per_second": 1039.716,
      "eval_steps_per_second": 2.094,
      "step": 1631
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9853885195510759,
      "eval_f1": 0.9475256832068758,
      "eval_loss": 0.06388872861862183,
      "eval_precision": 0.9456525381135868,
      "eval_recall": 0.9494062636660275,
      "eval_runtime": 14.5864,
      "eval_samples_per_second": 1021.225,
      "eval_steps_per_second": 2.057,
      "step": 1864
    },
    {
      "epoch": 8.58,
      "learning_rate": 2.1568627450980393e-06,
      "loss": 0.0265,
      "step": 2000
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9858710415326328,
      "eval_f1": 0.9485348353785288,
      "eval_loss": 0.06375858187675476,
      "eval_precision": 0.9453968253968253,
      "eval_recall": 0.9516937464258082,
      "eval_runtime": 14.1094,
      "eval_samples_per_second": 1055.751,
      "eval_steps_per_second": 2.126,
      "step": 2097
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9859925655872471,
      "eval_f1": 0.949012494961709,
      "eval_loss": 0.06480085104703903,
      "eval_precision": 0.9475802394607103,
      "eval_recall": 0.9504490866888687,
      "eval_runtime": 13.7245,
      "eval_samples_per_second": 1085.359,
      "eval_steps_per_second": 2.186,
      "step": 2330
    }
  ],
  "max_steps": 2330,
  "num_train_epochs": 10,
  "total_flos": 1.6349634872247114e+17,
  "trial_name": null,
  "trial_params": null
}