File size: 8,414 Bytes
b623dcf
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
338
339
340
341
{
  "best_metric": 0.8577586206896551,
  "best_model_checkpoint": "/hdd1/mujeen/retrieval_prf/output/labeler_multi.train.v4.1_nq.dev.v4.1_rlmulti_title_trec/checkpoint-420",
  "epoch": 0.9994979079497908,
  "global_step": 1493,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05,
      "learning_rate": 1.9075686537173478e-05,
      "loss": 0.3211,
      "step": 70
    },
    {
      "epoch": 0.05,
      "eval_accuracy": 0.8103448275862069,
      "eval_loss": 0.4440845847129822,
      "eval_runtime": 1.5296,
      "eval_samples_per_second": 151.678,
      "eval_steps_per_second": 18.96,
      "step": 70
    },
    {
      "epoch": 0.09,
      "learning_rate": 1.8137977227059614e-05,
      "loss": 0.3188,
      "step": 140
    },
    {
      "epoch": 0.09,
      "eval_accuracy": 0.8232758620689655,
      "eval_loss": 0.4316616654396057,
      "eval_runtime": 1.6492,
      "eval_samples_per_second": 140.671,
      "eval_steps_per_second": 17.584,
      "step": 140
    },
    {
      "epoch": 0.14,
      "learning_rate": 1.7200267916945747e-05,
      "loss": 0.2842,
      "step": 210
    },
    {
      "epoch": 0.14,
      "eval_accuracy": 0.7758620689655172,
      "eval_loss": 0.5898870825767517,
      "eval_runtime": 1.5155,
      "eval_samples_per_second": 153.087,
      "eval_steps_per_second": 19.136,
      "step": 210
    },
    {
      "epoch": 0.19,
      "learning_rate": 1.6262558606831884e-05,
      "loss": 0.2794,
      "step": 280
    },
    {
      "epoch": 0.19,
      "eval_accuracy": 0.8448275862068966,
      "eval_loss": 0.5094500184059143,
      "eval_runtime": 1.6915,
      "eval_samples_per_second": 137.154,
      "eval_steps_per_second": 17.144,
      "step": 280
    },
    {
      "epoch": 0.23,
      "learning_rate": 1.533824514400536e-05,
      "loss": 0.2598,
      "step": 350
    },
    {
      "epoch": 0.23,
      "eval_accuracy": 0.8405172413793104,
      "eval_loss": 0.48097702860832214,
      "eval_runtime": 1.4778,
      "eval_samples_per_second": 156.993,
      "eval_steps_per_second": 19.624,
      "step": 350
    },
    {
      "epoch": 0.28,
      "learning_rate": 1.4400535833891497e-05,
      "loss": 0.2461,
      "step": 420
    },
    {
      "epoch": 0.28,
      "eval_accuracy": 0.8577586206896551,
      "eval_loss": 0.47814619541168213,
      "eval_runtime": 1.4344,
      "eval_samples_per_second": 161.736,
      "eval_steps_per_second": 20.217,
      "step": 420
    },
    {
      "epoch": 0.33,
      "learning_rate": 1.3476222371064971e-05,
      "loss": 0.2338,
      "step": 490
    },
    {
      "epoch": 0.33,
      "eval_accuracy": 0.8577586206896551,
      "eval_loss": 0.4246264100074768,
      "eval_runtime": 1.7409,
      "eval_samples_per_second": 133.263,
      "eval_steps_per_second": 16.658,
      "step": 490
    },
    {
      "epoch": 0.37,
      "learning_rate": 1.2538513060951106e-05,
      "loss": 0.2323,
      "step": 560
    },
    {
      "epoch": 0.37,
      "eval_accuracy": 0.8405172413793104,
      "eval_loss": 0.4822118878364563,
      "eval_runtime": 1.5407,
      "eval_samples_per_second": 150.581,
      "eval_steps_per_second": 18.823,
      "step": 560
    },
    {
      "epoch": 0.42,
      "learning_rate": 1.1600803750837242e-05,
      "loss": 0.1967,
      "step": 630
    },
    {
      "epoch": 0.42,
      "eval_accuracy": 0.8060344827586207,
      "eval_loss": 0.5343669652938843,
      "eval_runtime": 1.5896,
      "eval_samples_per_second": 145.95,
      "eval_steps_per_second": 18.244,
      "step": 630
    },
    {
      "epoch": 0.47,
      "learning_rate": 1.0663094440723377e-05,
      "loss": 0.1964,
      "step": 700
    },
    {
      "epoch": 0.47,
      "eval_accuracy": 0.8362068965517241,
      "eval_loss": 0.4444664716720581,
      "eval_runtime": 1.6432,
      "eval_samples_per_second": 141.185,
      "eval_steps_per_second": 17.648,
      "step": 700
    },
    {
      "epoch": 0.52,
      "learning_rate": 9.725385130609512e-06,
      "loss": 0.1877,
      "step": 770
    },
    {
      "epoch": 0.52,
      "eval_accuracy": 0.8146551724137931,
      "eval_loss": 0.5718417167663574,
      "eval_runtime": 1.4594,
      "eval_samples_per_second": 158.967,
      "eval_steps_per_second": 19.871,
      "step": 770
    },
    {
      "epoch": 0.56,
      "learning_rate": 8.787675820495646e-06,
      "loss": 0.1644,
      "step": 840
    },
    {
      "epoch": 0.56,
      "eval_accuracy": 0.8362068965517241,
      "eval_loss": 0.5547271370887756,
      "eval_runtime": 1.5651,
      "eval_samples_per_second": 148.231,
      "eval_steps_per_second": 18.529,
      "step": 840
    },
    {
      "epoch": 0.61,
      "learning_rate": 7.849966510381782e-06,
      "loss": 0.1696,
      "step": 910
    },
    {
      "epoch": 0.61,
      "eval_accuracy": 0.8318965517241379,
      "eval_loss": 0.6141758561134338,
      "eval_runtime": 1.5041,
      "eval_samples_per_second": 154.243,
      "eval_steps_per_second": 19.28,
      "step": 910
    },
    {
      "epoch": 0.66,
      "learning_rate": 6.912257200267918e-06,
      "loss": 0.1686,
      "step": 980
    },
    {
      "epoch": 0.66,
      "eval_accuracy": 0.8362068965517241,
      "eval_loss": 0.5542225241661072,
      "eval_runtime": 1.514,
      "eval_samples_per_second": 153.237,
      "eval_steps_per_second": 19.155,
      "step": 980
    },
    {
      "epoch": 0.7,
      "learning_rate": 5.974547890154053e-06,
      "loss": 0.1494,
      "step": 1050
    },
    {
      "epoch": 0.7,
      "eval_accuracy": 0.8060344827586207,
      "eval_loss": 0.67829829454422,
      "eval_runtime": 1.5337,
      "eval_samples_per_second": 151.268,
      "eval_steps_per_second": 18.909,
      "step": 1050
    },
    {
      "epoch": 0.75,
      "learning_rate": 5.036838580040188e-06,
      "loss": 0.1405,
      "step": 1120
    },
    {
      "epoch": 0.75,
      "eval_accuracy": 0.8017241379310345,
      "eval_loss": 0.7149924635887146,
      "eval_runtime": 1.4909,
      "eval_samples_per_second": 155.615,
      "eval_steps_per_second": 19.452,
      "step": 1120
    },
    {
      "epoch": 0.8,
      "learning_rate": 4.099129269926323e-06,
      "loss": 0.1389,
      "step": 1190
    },
    {
      "epoch": 0.8,
      "eval_accuracy": 0.8060344827586207,
      "eval_loss": 0.6625778079032898,
      "eval_runtime": 1.5744,
      "eval_samples_per_second": 147.356,
      "eval_steps_per_second": 18.419,
      "step": 1190
    },
    {
      "epoch": 0.84,
      "learning_rate": 3.1614199598124583e-06,
      "loss": 0.1456,
      "step": 1260
    },
    {
      "epoch": 0.84,
      "eval_accuracy": 0.8060344827586207,
      "eval_loss": 0.619906485080719,
      "eval_runtime": 1.5518,
      "eval_samples_per_second": 149.504,
      "eval_steps_per_second": 18.688,
      "step": 1260
    },
    {
      "epoch": 0.89,
      "learning_rate": 2.2237106496985938e-06,
      "loss": 0.1236,
      "step": 1330
    },
    {
      "epoch": 0.89,
      "eval_accuracy": 0.8103448275862069,
      "eval_loss": 0.6299593448638916,
      "eval_runtime": 1.479,
      "eval_samples_per_second": 156.858,
      "eval_steps_per_second": 19.607,
      "step": 1330
    },
    {
      "epoch": 0.94,
      "learning_rate": 1.2860013395847288e-06,
      "loss": 0.1105,
      "step": 1400
    },
    {
      "epoch": 0.94,
      "eval_accuracy": 0.8103448275862069,
      "eval_loss": 0.6908773183822632,
      "eval_runtime": 1.4889,
      "eval_samples_per_second": 155.816,
      "eval_steps_per_second": 19.477,
      "step": 1400
    },
    {
      "epoch": 0.98,
      "learning_rate": 3.482920294708641e-07,
      "loss": 0.1128,
      "step": 1470
    },
    {
      "epoch": 0.98,
      "eval_accuracy": 0.8146551724137931,
      "eval_loss": 0.6748644113540649,
      "eval_runtime": 1.5998,
      "eval_samples_per_second": 145.02,
      "eval_steps_per_second": 18.127,
      "step": 1470
    },
    {
      "epoch": 1.0,
      "step": 1493,
      "total_flos": 1.4158017763099392e+16,
      "train_loss": 0.19774836465486806,
      "train_runtime": 1383.9705,
      "train_samples_per_second": 34.538,
      "train_steps_per_second": 1.079
    }
  ],
  "max_steps": 1493,
  "num_train_epochs": 1,
  "total_flos": 1.4158017763099392e+16,
  "trial_name": null,
  "trial_params": null
}