File size: 3,873 Bytes
b8010e8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
162
163
164
165
{
  "best_metric": 5.7574,
  "best_model_checkpoint": "./koja_reverse_13p_run1/checkpoint-3200",
  "epoch": 2.9083354972734354,
  "eval_steps": 800,
  "global_step": 5600,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.26,
      "learning_rate": 4.9212598425196856e-05,
      "loss": 1.9693,
      "step": 500
    },
    {
      "epoch": 0.42,
      "eval_bleu": 4.3096,
      "eval_gen_len": 20.2019,
      "eval_loss": 1.544534683227539,
      "eval_runtime": 598.1788,
      "eval_samples_per_second": 12.874,
      "eval_steps_per_second": 0.806,
      "step": 800
    },
    {
      "epoch": 0.52,
      "learning_rate": 4.79002624671916e-05,
      "loss": 1.6018,
      "step": 1000
    },
    {
      "epoch": 0.78,
      "learning_rate": 4.6587926509186354e-05,
      "loss": 1.4914,
      "step": 1500
    },
    {
      "epoch": 0.83,
      "eval_bleu": 4.307,
      "eval_gen_len": 20.1204,
      "eval_loss": 1.4232898950576782,
      "eval_runtime": 606.6975,
      "eval_samples_per_second": 12.693,
      "eval_steps_per_second": 0.794,
      "step": 1600
    },
    {
      "epoch": 1.04,
      "learning_rate": 4.52755905511811e-05,
      "loss": 1.4272,
      "step": 2000
    },
    {
      "epoch": 1.25,
      "eval_bleu": 4.8111,
      "eval_gen_len": 22.8555,
      "eval_loss": 1.3761498928070068,
      "eval_runtime": 802.0063,
      "eval_samples_per_second": 9.602,
      "eval_steps_per_second": 0.601,
      "step": 2400
    },
    {
      "epoch": 1.3,
      "learning_rate": 4.396325459317586e-05,
      "loss": 1.2227,
      "step": 2500
    },
    {
      "epoch": 1.56,
      "learning_rate": 4.2650918635170604e-05,
      "loss": 1.1571,
      "step": 3000
    },
    {
      "epoch": 1.66,
      "eval_bleu": 5.7574,
      "eval_gen_len": 21.151,
      "eval_loss": 1.3532484769821167,
      "eval_runtime": 674.5674,
      "eval_samples_per_second": 11.416,
      "eval_steps_per_second": 0.715,
      "step": 3200
    },
    {
      "epoch": 1.82,
      "learning_rate": 4.133858267716536e-05,
      "loss": 1.1144,
      "step": 3500
    },
    {
      "epoch": 2.08,
      "learning_rate": 4.00262467191601e-05,
      "loss": 1.0833,
      "step": 4000
    },
    {
      "epoch": 2.08,
      "eval_bleu": 5.652,
      "eval_gen_len": 21.2158,
      "eval_loss": 1.3448729515075684,
      "eval_runtime": 674.0234,
      "eval_samples_per_second": 11.425,
      "eval_steps_per_second": 0.715,
      "step": 4000
    },
    {
      "epoch": 2.34,
      "learning_rate": 3.871391076115486e-05,
      "loss": 0.9394,
      "step": 4500
    },
    {
      "epoch": 2.49,
      "eval_bleu": 5.45,
      "eval_gen_len": 19.9005,
      "eval_loss": 1.3905117511749268,
      "eval_runtime": 563.5382,
      "eval_samples_per_second": 13.665,
      "eval_steps_per_second": 0.855,
      "step": 4800
    },
    {
      "epoch": 2.6,
      "learning_rate": 3.740157480314961e-05,
      "loss": 0.8889,
      "step": 5000
    },
    {
      "epoch": 2.86,
      "learning_rate": 3.608923884514436e-05,
      "loss": 0.8633,
      "step": 5500
    },
    {
      "epoch": 2.91,
      "eval_bleu": 4.9973,
      "eval_gen_len": 19.7844,
      "eval_loss": 1.3719298839569092,
      "eval_runtime": 568.6725,
      "eval_samples_per_second": 13.542,
      "eval_steps_per_second": 0.848,
      "step": 5600
    },
    {
      "epoch": 2.91,
      "step": 5600,
      "total_flos": 3.883496544141312e+17,
      "train_loss": 1.2439973626817975,
      "train_runtime": 14074.9837,
      "train_samples_per_second": 43.776,
      "train_steps_per_second": 1.368
    }
  ],
  "logging_steps": 500,
  "max_steps": 19250,
  "num_train_epochs": 10,
  "save_steps": 800,
  "total_flos": 3.883496544141312e+17,
  "trial_name": null,
  "trial_params": null
}