File size: 5,469 Bytes
14b7e0a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
{
  "best_metric": 0.9049463272094727,
  "best_model_checkpoint": "./tst-translation-output2/checkpoint-12000",
  "epoch": 1.8217701533323214,
  "eval_steps": 1500,
  "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": 5e-05,
      "loss": 1.7623,
      "step": 500
    },
    {
      "epoch": 0.15,
      "learning_rate": 4.98913256102067e-05,
      "loss": 1.3653,
      "step": 1000
    },
    {
      "epoch": 0.23,
      "learning_rate": 4.97826512204134e-05,
      "loss": 1.2499,
      "step": 1500
    },
    {
      "epoch": 0.23,
      "eval_bleu": 6.1112,
      "eval_gen_len": 18.0495,
      "eval_loss": 1.1805654764175415,
      "eval_runtime": 916.5943,
      "eval_samples_per_second": 14.371,
      "eval_steps_per_second": 0.899,
      "step": 1500
    },
    {
      "epoch": 0.3,
      "learning_rate": 4.96739768306201e-05,
      "loss": 1.2038,
      "step": 2000
    },
    {
      "epoch": 0.38,
      "learning_rate": 4.95653024408268e-05,
      "loss": 1.1357,
      "step": 2500
    },
    {
      "epoch": 0.46,
      "learning_rate": 4.945662805103349e-05,
      "loss": 1.1007,
      "step": 3000
    },
    {
      "epoch": 0.46,
      "eval_bleu": 7.4845,
      "eval_gen_len": 17.6068,
      "eval_loss": 1.0686322450637817,
      "eval_runtime": 870.5195,
      "eval_samples_per_second": 15.131,
      "eval_steps_per_second": 0.947,
      "step": 3000
    },
    {
      "epoch": 0.53,
      "learning_rate": 4.9347953661240194e-05,
      "loss": 1.0769,
      "step": 3500
    },
    {
      "epoch": 0.61,
      "learning_rate": 4.923927927144689e-05,
      "loss": 1.0708,
      "step": 4000
    },
    {
      "epoch": 0.68,
      "learning_rate": 4.9130604881653594e-05,
      "loss": 1.0334,
      "step": 4500
    },
    {
      "epoch": 0.68,
      "eval_bleu": 9.0076,
      "eval_gen_len": 17.6214,
      "eval_loss": 1.0013340711593628,
      "eval_runtime": 888.8463,
      "eval_samples_per_second": 14.819,
      "eval_steps_per_second": 0.927,
      "step": 4500
    },
    {
      "epoch": 0.76,
      "learning_rate": 4.902193049186029e-05,
      "loss": 1.0175,
      "step": 5000
    },
    {
      "epoch": 0.83,
      "learning_rate": 4.891325610206699e-05,
      "loss": 1.0074,
      "step": 5500
    },
    {
      "epoch": 0.91,
      "learning_rate": 4.880458171227369e-05,
      "loss": 0.992,
      "step": 6000
    },
    {
      "epoch": 0.91,
      "eval_bleu": 8.6786,
      "eval_gen_len": 17.868,
      "eval_loss": 0.9599339365959167,
      "eval_runtime": 933.1213,
      "eval_samples_per_second": 14.116,
      "eval_steps_per_second": 0.883,
      "step": 6000
    },
    {
      "epoch": 0.99,
      "learning_rate": 4.8695907322480386e-05,
      "loss": 0.9887,
      "step": 6500
    },
    {
      "epoch": 1.06,
      "learning_rate": 4.858723293268709e-05,
      "loss": 0.7834,
      "step": 7000
    },
    {
      "epoch": 1.14,
      "learning_rate": 4.847855854289378e-05,
      "loss": 0.7881,
      "step": 7500
    },
    {
      "epoch": 1.14,
      "eval_bleu": 9.2343,
      "eval_gen_len": 17.2061,
      "eval_loss": 0.964439868927002,
      "eval_runtime": 844.707,
      "eval_samples_per_second": 15.594,
      "eval_steps_per_second": 0.975,
      "step": 7500
    },
    {
      "epoch": 1.21,
      "learning_rate": 4.836988415310048e-05,
      "loss": 0.7667,
      "step": 8000
    },
    {
      "epoch": 1.29,
      "learning_rate": 4.826120976330718e-05,
      "loss": 0.7632,
      "step": 8500
    },
    {
      "epoch": 1.37,
      "learning_rate": 4.815253537351388e-05,
      "loss": 0.7675,
      "step": 9000
    },
    {
      "epoch": 1.37,
      "eval_bleu": 10.0578,
      "eval_gen_len": 17.6006,
      "eval_loss": 0.942681610584259,
      "eval_runtime": 1046.0952,
      "eval_samples_per_second": 12.592,
      "eval_steps_per_second": 0.788,
      "step": 9000
    },
    {
      "epoch": 1.44,
      "learning_rate": 4.804386098372058e-05,
      "loss": 0.774,
      "step": 9500
    },
    {
      "epoch": 1.52,
      "learning_rate": 4.793518659392728e-05,
      "loss": 0.7731,
      "step": 10000
    },
    {
      "epoch": 1.59,
      "learning_rate": 4.782651220413398e-05,
      "loss": 0.7665,
      "step": 10500
    },
    {
      "epoch": 1.59,
      "eval_bleu": 10.436,
      "eval_gen_len": 17.2095,
      "eval_loss": 0.9237579703330994,
      "eval_runtime": 854.5281,
      "eval_samples_per_second": 15.414,
      "eval_steps_per_second": 0.964,
      "step": 10500
    },
    {
      "epoch": 1.67,
      "learning_rate": 4.7717837814340674e-05,
      "loss": 0.761,
      "step": 11000
    },
    {
      "epoch": 1.75,
      "learning_rate": 4.760916342454738e-05,
      "loss": 0.7653,
      "step": 11500
    },
    {
      "epoch": 1.82,
      "learning_rate": 4.750048903475407e-05,
      "loss": 0.7707,
      "step": 12000
    },
    {
      "epoch": 1.82,
      "eval_bleu": 10.5971,
      "eval_gen_len": 17.2971,
      "eval_loss": 0.9049463272094727,
      "eval_runtime": 851.7484,
      "eval_samples_per_second": 15.465,
      "eval_steps_per_second": 0.967,
      "step": 12000
    }
  ],
  "logging_steps": 500,
  "max_steps": 230545,
  "num_train_epochs": 35,
  "save_steps": 1500,
  "total_flos": 4.16088915443712e+17,
  "trial_name": null,
  "trial_params": null
}