File size: 5,239 Bytes
8200dfd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
{
  "best_metric": 1.4430099725723267,
  "best_model_checkpoint": "./zhko_mbartLarge_19p_run3/checkpoint-6250",
  "epoch": 3.589375448671931,
  "eval_steps": 1250,
  "global_step": 10000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "learning_rate": 1.1666666666666665e-05,
      "loss": 2.5039,
      "step": 500
    },
    {
      "epoch": 0.36,
      "learning_rate": 2.333333333333333e-05,
      "loss": 1.957,
      "step": 1000
    },
    {
      "epoch": 0.45,
      "eval_bleu": 12.1283,
      "eval_gen_len": 15.4356,
      "eval_loss": 1.7572811841964722,
      "eval_runtime": 683.8515,
      "eval_samples_per_second": 16.293,
      "eval_steps_per_second": 1.019,
      "step": 1250
    },
    {
      "epoch": 0.54,
      "learning_rate": 3.5e-05,
      "loss": 1.815,
      "step": 1500
    },
    {
      "epoch": 0.72,
      "learning_rate": 3.4336115326251896e-05,
      "loss": 1.7411,
      "step": 2000
    },
    {
      "epoch": 0.9,
      "learning_rate": 3.367223065250379e-05,
      "loss": 1.6568,
      "step": 2500
    },
    {
      "epoch": 0.9,
      "eval_bleu": 14.3528,
      "eval_gen_len": 14.9632,
      "eval_loss": 1.5792840719223022,
      "eval_runtime": 663.5666,
      "eval_samples_per_second": 16.791,
      "eval_steps_per_second": 1.05,
      "step": 2500
    },
    {
      "epoch": 1.08,
      "learning_rate": 3.300834597875569e-05,
      "loss": 1.5955,
      "step": 3000
    },
    {
      "epoch": 1.26,
      "learning_rate": 3.234446130500758e-05,
      "loss": 1.4964,
      "step": 3500
    },
    {
      "epoch": 1.35,
      "eval_bleu": 16.0215,
      "eval_gen_len": 14.9365,
      "eval_loss": 1.4805573225021362,
      "eval_runtime": 662.6976,
      "eval_samples_per_second": 16.813,
      "eval_steps_per_second": 1.052,
      "step": 3750
    },
    {
      "epoch": 1.44,
      "learning_rate": 3.168057663125948e-05,
      "loss": 1.3799,
      "step": 4000
    },
    {
      "epoch": 1.62,
      "learning_rate": 3.101669195751138e-05,
      "loss": 1.2679,
      "step": 4500
    },
    {
      "epoch": 1.79,
      "learning_rate": 3.0352807283763275e-05,
      "loss": 1.2204,
      "step": 5000
    },
    {
      "epoch": 1.79,
      "eval_bleu": 16.5619,
      "eval_gen_len": 14.8621,
      "eval_loss": 1.4681929349899292,
      "eval_runtime": 647.0579,
      "eval_samples_per_second": 17.219,
      "eval_steps_per_second": 1.077,
      "step": 5000
    },
    {
      "epoch": 1.97,
      "learning_rate": 2.968892261001517e-05,
      "loss": 1.2044,
      "step": 5500
    },
    {
      "epoch": 2.15,
      "learning_rate": 2.9025037936267067e-05,
      "loss": 1.1678,
      "step": 6000
    },
    {
      "epoch": 2.24,
      "eval_bleu": 16.9926,
      "eval_gen_len": 14.7721,
      "eval_loss": 1.4430099725723267,
      "eval_runtime": 652.3055,
      "eval_samples_per_second": 17.081,
      "eval_steps_per_second": 1.069,
      "step": 6250
    },
    {
      "epoch": 2.33,
      "learning_rate": 2.8361153262518967e-05,
      "loss": 1.0948,
      "step": 6500
    },
    {
      "epoch": 2.51,
      "learning_rate": 2.7697268588770863e-05,
      "loss": 1.004,
      "step": 7000
    },
    {
      "epoch": 2.69,
      "learning_rate": 2.7033383915022762e-05,
      "loss": 0.9448,
      "step": 7500
    },
    {
      "epoch": 2.69,
      "eval_bleu": 17.0327,
      "eval_gen_len": 14.5641,
      "eval_loss": 1.4615132808685303,
      "eval_runtime": 639.6142,
      "eval_samples_per_second": 17.42,
      "eval_steps_per_second": 1.09,
      "step": 7500
    },
    {
      "epoch": 2.87,
      "learning_rate": 2.6369499241274658e-05,
      "loss": 0.9289,
      "step": 8000
    },
    {
      "epoch": 3.05,
      "learning_rate": 2.570561456752655e-05,
      "loss": 0.9083,
      "step": 8500
    },
    {
      "epoch": 3.14,
      "eval_bleu": 17.863,
      "eval_gen_len": 14.6946,
      "eval_loss": 1.4744235277175903,
      "eval_runtime": 639.363,
      "eval_samples_per_second": 17.427,
      "eval_steps_per_second": 1.09,
      "step": 8750
    },
    {
      "epoch": 3.23,
      "learning_rate": 2.504172989377845e-05,
      "loss": 0.8756,
      "step": 9000
    },
    {
      "epoch": 3.41,
      "learning_rate": 2.4377845220030346e-05,
      "loss": 0.8075,
      "step": 9500
    },
    {
      "epoch": 3.59,
      "learning_rate": 2.3713960546282245e-05,
      "loss": 0.7389,
      "step": 10000
    },
    {
      "epoch": 3.59,
      "eval_bleu": 17.3256,
      "eval_gen_len": 14.7824,
      "eval_loss": 1.512853741645813,
      "eval_runtime": 646.652,
      "eval_samples_per_second": 17.23,
      "eval_steps_per_second": 1.078,
      "step": 10000
    },
    {
      "epoch": 3.59,
      "step": 10000,
      "total_flos": 6.9348152573952e+17,
      "train_loss": 1.3154443878173827,
      "train_runtime": 22326.8302,
      "train_samples_per_second": 39.928,
      "train_steps_per_second": 1.248
    }
  ],
  "logging_steps": 500,
  "max_steps": 27860,
  "num_train_epochs": 10,
  "save_steps": 1250,
  "total_flos": 6.9348152573952e+17,
  "trial_name": null,
  "trial_params": null
}