File size: 4,441 Bytes
af07a0a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
{
  "best_metric": 0.9052917957305908,
  "best_model_checkpoint": "./tst-translation-output/checkpoint-12000",
  "epoch": 1.8653816259909841,
  "eval_steps": 3000,
  "global_step": 12000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "learning_rate": 9.712509712509713e-06,
      "loss": 1.9995,
      "step": 500
    },
    {
      "epoch": 0.16,
      "learning_rate": 1.9425019425019425e-05,
      "loss": 1.4173,
      "step": 1000
    },
    {
      "epoch": 0.23,
      "learning_rate": 2.913752913752914e-05,
      "loss": 1.3137,
      "step": 1500
    },
    {
      "epoch": 0.31,
      "learning_rate": 3.885003885003885e-05,
      "loss": 1.2381,
      "step": 2000
    },
    {
      "epoch": 0.39,
      "learning_rate": 4.856254856254856e-05,
      "loss": 1.2023,
      "step": 2500
    },
    {
      "epoch": 0.47,
      "learning_rate": 4.991638730343166e-05,
      "loss": 1.1751,
      "step": 3000
    },
    {
      "epoch": 0.47,
      "eval_bleu": 7.6766,
      "eval_gen_len": 17.4644,
      "eval_loss": 1.1288801431655884,
      "eval_runtime": 851.3289,
      "eval_samples_per_second": 15.112,
      "eval_steps_per_second": 0.946,
      "step": 3000
    },
    {
      "epoch": 0.54,
      "learning_rate": 4.981825033562843e-05,
      "loss": 1.1267,
      "step": 3500
    },
    {
      "epoch": 0.62,
      "learning_rate": 4.972011336782521e-05,
      "loss": 1.1013,
      "step": 4000
    },
    {
      "epoch": 0.7,
      "learning_rate": 4.962197640002198e-05,
      "loss": 1.0821,
      "step": 4500
    },
    {
      "epoch": 0.78,
      "learning_rate": 4.952383943221876e-05,
      "loss": 1.0599,
      "step": 5000
    },
    {
      "epoch": 0.85,
      "learning_rate": 4.9425702464415536e-05,
      "loss": 1.0336,
      "step": 5500
    },
    {
      "epoch": 0.93,
      "learning_rate": 4.9327565496612316e-05,
      "loss": 1.0268,
      "step": 6000
    },
    {
      "epoch": 0.93,
      "eval_bleu": 9.2277,
      "eval_gen_len": 17.7668,
      "eval_loss": 0.9894970655441284,
      "eval_runtime": 891.3112,
      "eval_samples_per_second": 14.434,
      "eval_steps_per_second": 0.903,
      "step": 6000
    },
    {
      "epoch": 1.01,
      "learning_rate": 4.922942852880909e-05,
      "loss": 0.9631,
      "step": 6500
    },
    {
      "epoch": 1.09,
      "learning_rate": 4.913129156100586e-05,
      "loss": 0.8021,
      "step": 7000
    },
    {
      "epoch": 1.17,
      "learning_rate": 4.903315459320265e-05,
      "loss": 0.8189,
      "step": 7500
    },
    {
      "epoch": 1.24,
      "learning_rate": 4.893501762539942e-05,
      "loss": 0.8034,
      "step": 8000
    },
    {
      "epoch": 1.32,
      "learning_rate": 4.8836880657596196e-05,
      "loss": 0.8156,
      "step": 8500
    },
    {
      "epoch": 1.4,
      "learning_rate": 4.873874368979297e-05,
      "loss": 0.8075,
      "step": 9000
    },
    {
      "epoch": 1.4,
      "eval_bleu": 9.1197,
      "eval_gen_len": 17.6811,
      "eval_loss": 0.945686399936676,
      "eval_runtime": 839.7466,
      "eval_samples_per_second": 15.32,
      "eval_steps_per_second": 0.959,
      "step": 9000
    },
    {
      "epoch": 1.48,
      "learning_rate": 4.864060672198975e-05,
      "loss": 0.81,
      "step": 9500
    },
    {
      "epoch": 1.55,
      "learning_rate": 4.854246975418653e-05,
      "loss": 0.8101,
      "step": 10000
    },
    {
      "epoch": 1.63,
      "learning_rate": 4.84443327863833e-05,
      "loss": 0.7964,
      "step": 10500
    },
    {
      "epoch": 1.71,
      "learning_rate": 4.8346195818580075e-05,
      "loss": 0.806,
      "step": 11000
    },
    {
      "epoch": 1.79,
      "learning_rate": 4.8248058850776855e-05,
      "loss": 0.8042,
      "step": 11500
    },
    {
      "epoch": 1.87,
      "learning_rate": 4.814992188297363e-05,
      "loss": 0.8082,
      "step": 12000
    },
    {
      "epoch": 1.87,
      "eval_bleu": 8.4837,
      "eval_gen_len": 17.4826,
      "eval_loss": 0.9052917957305908,
      "eval_runtime": 837.7614,
      "eval_samples_per_second": 15.356,
      "eval_steps_per_second": 0.961,
      "step": 12000
    }
  ],
  "logging_steps": 500,
  "max_steps": 257320,
  "num_train_epochs": 40,
  "save_steps": 3000,
  "total_flos": 4.16088915443712e+17,
  "trial_name": null,
  "trial_params": null
}