File size: 8,128 Bytes
2ea3f28
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
{
  "best_metric": 42.7479,
  "best_model_checkpoint": "opus_base_lsp_adapt_wce_prop_0.4_weight_1.25/checkpoint-80000",
  "epoch": 3.943217665615142,
  "global_step": 80000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.2,
      "learning_rate": 1.9753918572555207e-05,
      "loss": 0.203,
      "step": 4000
    },
    {
      "epoch": 0.2,
      "eval_bleu": 35.9536,
      "eval_gen_len": 39.4238,
      "eval_loss": 0.10900890082120895,
      "eval_runtime": 184.2385,
      "eval_samples_per_second": 5.661,
      "eval_steps_per_second": 0.179,
      "step": 4000
    },
    {
      "epoch": 0.39,
      "learning_rate": 1.950746746845426e-05,
      "loss": 0.1702,
      "step": 8000
    },
    {
      "epoch": 0.39,
      "eval_bleu": 37.6437,
      "eval_gen_len": 37.813,
      "eval_loss": 0.10653014481067657,
      "eval_runtime": 154.7637,
      "eval_samples_per_second": 6.739,
      "eval_steps_per_second": 0.213,
      "step": 8000
    },
    {
      "epoch": 0.59,
      "learning_rate": 1.9261016364353314e-05,
      "loss": 0.1634,
      "step": 12000
    },
    {
      "epoch": 0.59,
      "eval_bleu": 41.2278,
      "eval_gen_len": 34.6328,
      "eval_loss": 0.10528820008039474,
      "eval_runtime": 161.838,
      "eval_samples_per_second": 6.445,
      "eval_steps_per_second": 0.204,
      "step": 12000
    },
    {
      "epoch": 0.79,
      "learning_rate": 1.9014565260252367e-05,
      "loss": 0.1581,
      "step": 16000
    },
    {
      "epoch": 0.79,
      "eval_bleu": 41.3223,
      "eval_gen_len": 35.1716,
      "eval_loss": 0.10417595505714417,
      "eval_runtime": 134.2346,
      "eval_samples_per_second": 7.77,
      "eval_steps_per_second": 0.246,
      "step": 16000
    },
    {
      "epoch": 0.99,
      "learning_rate": 1.876811415615142e-05,
      "loss": 0.1558,
      "step": 20000
    },
    {
      "epoch": 0.99,
      "eval_bleu": 41.7183,
      "eval_gen_len": 35.8869,
      "eval_loss": 0.10362090915441513,
      "eval_runtime": 140.7284,
      "eval_samples_per_second": 7.411,
      "eval_steps_per_second": 0.234,
      "step": 20000
    },
    {
      "epoch": 1.18,
      "learning_rate": 1.8521786277602524e-05,
      "loss": 0.1444,
      "step": 24000
    },
    {
      "epoch": 1.18,
      "eval_bleu": 41.7158,
      "eval_gen_len": 35.8408,
      "eval_loss": 0.10352081805467606,
      "eval_runtime": 141.9378,
      "eval_samples_per_second": 7.348,
      "eval_steps_per_second": 0.232,
      "step": 24000
    },
    {
      "epoch": 1.38,
      "learning_rate": 1.8275520011829655e-05,
      "loss": 0.1442,
      "step": 28000
    },
    {
      "epoch": 1.38,
      "eval_bleu": 41.8593,
      "eval_gen_len": 34.3624,
      "eval_loss": 0.10272093862295151,
      "eval_runtime": 126.4713,
      "eval_samples_per_second": 8.247,
      "eval_steps_per_second": 0.261,
      "step": 28000
    },
    {
      "epoch": 1.58,
      "learning_rate": 1.8029130520504733e-05,
      "loss": 0.1437,
      "step": 32000
    },
    {
      "epoch": 1.58,
      "eval_bleu": 41.6189,
      "eval_gen_len": 35.7239,
      "eval_loss": 0.1021599993109703,
      "eval_runtime": 129.5482,
      "eval_samples_per_second": 8.051,
      "eval_steps_per_second": 0.255,
      "step": 32000
    },
    {
      "epoch": 1.77,
      "learning_rate": 1.7782741029179815e-05,
      "loss": 0.1424,
      "step": 36000
    },
    {
      "epoch": 1.77,
      "eval_bleu": 41.4617,
      "eval_gen_len": 36.1496,
      "eval_loss": 0.10178348422050476,
      "eval_runtime": 111.4531,
      "eval_samples_per_second": 9.358,
      "eval_steps_per_second": 0.296,
      "step": 36000
    },
    {
      "epoch": 1.97,
      "learning_rate": 1.7536413150630914e-05,
      "loss": 0.1416,
      "step": 40000
    },
    {
      "epoch": 1.97,
      "eval_bleu": 42.2455,
      "eval_gen_len": 34.1246,
      "eval_loss": 0.10190726071596146,
      "eval_runtime": 113.6774,
      "eval_samples_per_second": 9.175,
      "eval_steps_per_second": 0.29,
      "step": 40000
    },
    {
      "epoch": 2.17,
      "learning_rate": 1.729008527208202e-05,
      "loss": 0.1342,
      "step": 44000
    },
    {
      "epoch": 2.17,
      "eval_bleu": 39.6896,
      "eval_gen_len": 37.3634,
      "eval_loss": 0.10224150866270065,
      "eval_runtime": 175.0132,
      "eval_samples_per_second": 5.96,
      "eval_steps_per_second": 0.189,
      "step": 44000
    },
    {
      "epoch": 2.37,
      "learning_rate": 1.70436957807571e-05,
      "loss": 0.1334,
      "step": 48000
    },
    {
      "epoch": 2.37,
      "eval_bleu": 42.2249,
      "eval_gen_len": 35.9415,
      "eval_loss": 0.10214059799909592,
      "eval_runtime": 118.9158,
      "eval_samples_per_second": 8.771,
      "eval_steps_per_second": 0.278,
      "step": 48000
    },
    {
      "epoch": 2.56,
      "learning_rate": 1.6797367902208205e-05,
      "loss": 0.1323,
      "step": 52000
    },
    {
      "epoch": 2.56,
      "eval_bleu": 42.292,
      "eval_gen_len": 34.9655,
      "eval_loss": 0.10183346271514893,
      "eval_runtime": 145.4935,
      "eval_samples_per_second": 7.169,
      "eval_steps_per_second": 0.227,
      "step": 52000
    },
    {
      "epoch": 2.76,
      "learning_rate": 1.6551040023659308e-05,
      "loss": 0.1326,
      "step": 56000
    },
    {
      "epoch": 2.76,
      "eval_bleu": 41.9963,
      "eval_gen_len": 35.5781,
      "eval_loss": 0.10167970508337021,
      "eval_runtime": 188.6137,
      "eval_samples_per_second": 5.53,
      "eval_steps_per_second": 0.175,
      "step": 56000
    },
    {
      "epoch": 2.96,
      "learning_rate": 1.630471214511041e-05,
      "loss": 0.1329,
      "step": 60000
    },
    {
      "epoch": 2.96,
      "eval_bleu": 42.4612,
      "eval_gen_len": 34.8341,
      "eval_loss": 0.10102493315935135,
      "eval_runtime": 127.7158,
      "eval_samples_per_second": 8.167,
      "eval_steps_per_second": 0.258,
      "step": 60000
    },
    {
      "epoch": 3.15,
      "learning_rate": 1.6058384266561514e-05,
      "loss": 0.1267,
      "step": 64000
    },
    {
      "epoch": 3.15,
      "eval_bleu": 41.9042,
      "eval_gen_len": 33.8245,
      "eval_loss": 0.10175066441297531,
      "eval_runtime": 141.7885,
      "eval_samples_per_second": 7.356,
      "eval_steps_per_second": 0.233,
      "step": 64000
    },
    {
      "epoch": 3.35,
      "learning_rate": 1.581205638801262e-05,
      "loss": 0.1262,
      "step": 68000
    },
    {
      "epoch": 3.35,
      "eval_bleu": 42.5921,
      "eval_gen_len": 34.6807,
      "eval_loss": 0.10201378166675568,
      "eval_runtime": 132.2812,
      "eval_samples_per_second": 7.885,
      "eval_steps_per_second": 0.249,
      "step": 68000
    },
    {
      "epoch": 3.55,
      "learning_rate": 1.55656668966877e-05,
      "loss": 0.125,
      "step": 72000
    },
    {
      "epoch": 3.55,
      "eval_bleu": 42.0669,
      "eval_gen_len": 35.1496,
      "eval_loss": 0.10195770859718323,
      "eval_runtime": 90.9683,
      "eval_samples_per_second": 11.466,
      "eval_steps_per_second": 0.363,
      "step": 72000
    },
    {
      "epoch": 3.75,
      "learning_rate": 1.5319339018138805e-05,
      "loss": 0.1255,
      "step": 76000
    },
    {
      "epoch": 3.75,
      "eval_bleu": 42.2988,
      "eval_gen_len": 35.1266,
      "eval_loss": 0.10172092169523239,
      "eval_runtime": 123.5502,
      "eval_samples_per_second": 8.442,
      "eval_steps_per_second": 0.267,
      "step": 76000
    },
    {
      "epoch": 3.94,
      "learning_rate": 1.5073011139589906e-05,
      "loss": 0.1262,
      "step": 80000
    },
    {
      "epoch": 3.94,
      "eval_bleu": 42.7479,
      "eval_gen_len": 33.9904,
      "eval_loss": 0.10153283178806305,
      "eval_runtime": 148.6262,
      "eval_samples_per_second": 7.018,
      "eval_steps_per_second": 0.222,
      "step": 80000
    }
  ],
  "max_steps": 324608,
  "num_train_epochs": 16,
  "total_flos": 1.3796012702564352e+17,
  "trial_name": null,
  "trial_params": null
}