-
Notifications
You must be signed in to change notification settings - Fork 33
/
sop-scaling_x_1-scaling_p_8-lr_10.log
408 lines (408 loc) · 17.9 KB
/
sop-scaling_x_1-scaling_p_8-lr_10.log
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
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
2020-04-07 22:56:53,765 Training parameters: {'dataset': 'sop', 'config': 'config.json', 'sz_embedding': 64, 'sz_batch': 32, 'nb_epochs': 50, 'log_filename': 'sop-scaling_x_1-scaling_p_8-lr_10', 'gpu_id': 1, 'nb_workers': 4, 'with_nmi': False, 'scaling_x': 1.0, 'scaling_p': 8.0, 'lr_proxynca': 10.0}
2020-04-07 22:56:53,765 Training for 50 epochs.
2020-04-07 22:56:53,765 **Evaluating initial model...**
2020-04-07 23:00:26,001 R@1 : 37.453
2020-04-07 23:00:26,873 R@2 : 41.977
2020-04-07 23:00:27,735 R@4 : 46.620
2020-04-07 23:00:28,604 R@8 : 50.899
2020-04-07 23:03:42,630 scaling factor x: 1.0
2020-04-07 23:03:42,632 scaling factor p: 8.0
2020-04-07 23:03:42,632 Epoch: 0, loss: 6.456, time (seconds): 194.03.
2020-04-07 23:03:42,632 **Evaluating...**
2020-04-07 23:07:06,464 R@1 : 52.846
2020-04-07 23:07:07,339 R@2 : 58.755
2020-04-07 23:07:08,212 R@4 : 64.300
2020-04-07 23:07:09,089 R@8 : 69.538
2020-04-07 23:10:20,363 scaling factor x: 1.0
2020-04-07 23:10:20,365 scaling factor p: 8.0
2020-04-07 23:10:20,365 Epoch: 1, loss: 4.811, time (seconds): 191.28.
2020-04-07 23:10:20,365 **Evaluating...**
2020-04-07 23:13:45,196 R@1 : 62.543
2020-04-07 23:13:46,064 R@2 : 68.062
2020-04-07 23:13:46,935 R@4 : 73.148
2020-04-07 23:13:47,810 R@8 : 77.573
2020-04-07 23:17:05,578 scaling factor x: 1.0
2020-04-07 23:17:05,579 scaling factor p: 8.0
2020-04-07 23:17:05,580 Epoch: 2, loss: 3.942, time (seconds): 197.77.
2020-04-07 23:17:05,580 **Evaluating...**
2020-04-07 23:20:29,060 R@1 : 65.912
2020-04-07 23:20:29,925 R@2 : 71.363
2020-04-07 23:20:30,797 R@4 : 76.227
2020-04-07 23:20:31,668 R@8 : 80.391
2020-04-07 23:23:43,583 scaling factor x: 1.0
2020-04-07 23:23:43,584 scaling factor p: 8.0
2020-04-07 23:23:43,584 Epoch: 3, loss: 3.475, time (seconds): 191.92.
2020-04-07 23:23:43,584 **Evaluating...**
2020-04-07 23:27:08,833 R@1 : 68.125
2020-04-07 23:27:09,706 R@2 : 73.665
2020-04-07 23:27:10,578 R@4 : 78.191
2020-04-07 23:27:11,453 R@8 : 82.130
2020-04-07 23:30:22,621 scaling factor x: 1.0
2020-04-07 23:30:22,622 scaling factor p: 8.0
2020-04-07 23:30:22,623 Epoch: 4, loss: 3.195, time (seconds): 191.17.
2020-04-07 23:30:22,623 **Evaluating...**
2020-04-07 23:33:49,128 R@1 : 69.396
2020-04-07 23:33:49,999 R@2 : 74.733
2020-04-07 23:33:50,871 R@4 : 79.354
2020-04-07 23:33:51,751 R@8 : 83.004
2020-04-07 23:37:06,947 scaling factor x: 1.0
2020-04-07 23:37:06,949 scaling factor p: 8.0
2020-04-07 23:37:06,949 Epoch: 5, loss: 2.888, time (seconds): 195.20.
2020-04-07 23:37:06,949 **Evaluating...**
2020-04-07 23:40:32,831 R@1 : 70.675
2020-04-07 23:40:33,700 R@2 : 76.016
2020-04-07 23:40:34,570 R@4 : 80.539
2020-04-07 23:40:35,437 R@8 : 84.199
2020-04-07 23:43:51,096 scaling factor x: 1.0
2020-04-07 23:43:51,097 scaling factor p: 8.0
2020-04-07 23:43:51,097 Epoch: 6, loss: 2.669, time (seconds): 195.66.
2020-04-07 23:43:51,097 **Evaluating...**
2020-04-07 23:47:15,134 R@1 : 71.427
2020-04-07 23:47:16,008 R@2 : 76.647
2020-04-07 23:47:16,884 R@4 : 81.215
2020-04-07 23:47:17,758 R@8 : 84.837
2020-04-07 23:50:34,724 scaling factor x: 1.0
2020-04-07 23:50:34,725 scaling factor p: 8.0
2020-04-07 23:50:34,725 Epoch: 7, loss: 2.690, time (seconds): 196.97.
2020-04-07 23:50:34,726 **Evaluating...**
2020-04-07 23:54:00,071 R@1 : 71.824
2020-04-07 23:54:00,940 R@2 : 77.140
2020-04-07 23:54:01,810 R@4 : 81.533
2020-04-07 23:54:02,678 R@8 : 85.077
2020-04-07 23:57:18,308 scaling factor x: 1.0
2020-04-07 23:57:18,309 scaling factor p: 8.0
2020-04-07 23:57:18,310 Epoch: 8, loss: 2.578, time (seconds): 195.63.
2020-04-07 23:57:18,310 **Evaluating...**
2020-04-08 00:00:45,525 R@1 : 71.923
2020-04-08 00:00:46,402 R@2 : 77.214
2020-04-08 00:00:47,273 R@4 : 81.682
2020-04-08 00:00:48,142 R@8 : 85.177
2020-04-08 00:04:04,034 scaling factor x: 1.0
2020-04-08 00:04:04,035 scaling factor p: 8.0
2020-04-08 00:04:04,035 Epoch: 9, loss: 2.491, time (seconds): 195.89.
2020-04-08 00:04:04,035 **Evaluating...**
2020-04-08 00:07:30,294 R@1 : 72.353
2020-04-08 00:07:31,172 R@2 : 77.467
2020-04-08 00:07:32,046 R@4 : 81.862
2020-04-08 00:07:32,918 R@8 : 85.392
2020-04-08 00:10:50,344 scaling factor x: 1.0
2020-04-08 00:10:50,345 scaling factor p: 8.0
2020-04-08 00:10:50,346 Epoch: 10, loss: 2.398, time (seconds): 197.43.
2020-04-08 00:10:50,346 **Evaluating...**
2020-04-08 00:14:15,611 R@1 : 72.341
2020-04-08 00:14:16,482 R@2 : 77.705
2020-04-08 00:14:17,352 R@4 : 82.092
2020-04-08 00:14:18,233 R@8 : 85.630
2020-04-08 00:17:30,300 scaling factor x: 1.0
2020-04-08 00:17:30,302 scaling factor p: 8.0
2020-04-08 00:17:30,303 Epoch: 11, loss: 2.306, time (seconds): 192.07.
2020-04-08 00:17:30,303 **Evaluating...**
2020-04-08 00:20:56,197 R@1 : 73.123
2020-04-08 00:20:57,074 R@2 : 78.207
2020-04-08 00:20:57,946 R@4 : 82.536
2020-04-08 00:20:58,824 R@8 : 85.999
2020-04-08 00:24:15,248 scaling factor x: 1.0
2020-04-08 00:24:15,249 scaling factor p: 8.0
2020-04-08 00:24:15,249 Epoch: 12, loss: 2.199, time (seconds): 196.42.
2020-04-08 00:24:15,250 **Evaluating...**
2020-04-08 00:27:41,740 R@1 : 73.264
2020-04-08 00:27:42,611 R@2 : 78.467
2020-04-08 00:27:43,485 R@4 : 82.847
2020-04-08 00:27:44,363 R@8 : 86.316
2020-04-08 00:31:01,655 scaling factor x: 1.0
2020-04-08 00:31:01,656 scaling factor p: 8.0
2020-04-08 00:31:01,657 Epoch: 13, loss: 2.212, time (seconds): 197.29.
2020-04-08 00:31:01,657 **Evaluating...**
2020-04-08 00:34:28,261 R@1 : 73.277
2020-04-08 00:34:29,132 R@2 : 78.447
2020-04-08 00:34:30,007 R@4 : 82.824
2020-04-08 00:34:30,879 R@8 : 86.243
2020-04-08 00:37:44,795 scaling factor x: 1.0
2020-04-08 00:37:44,796 scaling factor p: 8.0
2020-04-08 00:37:44,797 Epoch: 14, loss: 2.197, time (seconds): 193.92.
2020-04-08 00:37:44,797 **Evaluating...**
2020-04-08 00:41:10,852 R@1 : 72.950
2020-04-08 00:41:11,763 R@2 : 78.285
2020-04-08 00:41:12,634 R@4 : 82.523
2020-04-08 00:41:13,508 R@8 : 86.060
2020-04-08 00:44:26,802 scaling factor x: 1.0
2020-04-08 00:44:26,803 scaling factor p: 8.0
2020-04-08 00:44:26,803 Epoch: 15, loss: 2.169, time (seconds): 193.29.
2020-04-08 00:44:26,804 **Evaluating...**
2020-04-08 00:47:55,136 R@1 : 73.479
2020-04-08 00:47:56,006 R@2 : 78.639
2020-04-08 00:47:56,880 R@4 : 82.939
2020-04-08 00:47:57,755 R@8 : 86.372
2020-04-08 00:51:10,221 scaling factor x: 1.0
2020-04-08 00:51:10,222 scaling factor p: 8.0
2020-04-08 00:51:10,222 Epoch: 16, loss: 2.198, time (seconds): 192.47.
2020-04-08 00:51:10,222 **Evaluating...**
2020-04-08 00:54:37,605 R@1 : 74.070
2020-04-08 00:54:38,483 R@2 : 79.135
2020-04-08 00:54:39,356 R@4 : 83.306
2020-04-08 00:54:40,235 R@8 : 86.663
2020-04-08 00:57:55,583 scaling factor x: 1.0
2020-04-08 00:57:55,585 scaling factor p: 8.0
2020-04-08 00:57:55,585 Epoch: 17, loss: 2.101, time (seconds): 195.35.
2020-04-08 00:57:55,585 **Evaluating...**
2020-04-08 01:01:22,490 R@1 : 73.713
2020-04-08 01:01:23,363 R@2 : 78.935
2020-04-08 01:01:24,240 R@4 : 83.111
2020-04-08 01:01:25,119 R@8 : 86.591
2020-04-08 01:04:39,556 scaling factor x: 1.0
2020-04-08 01:04:39,556 scaling factor p: 8.0
2020-04-08 01:04:39,557 Epoch: 18, loss: 2.074, time (seconds): 194.44.
2020-04-08 01:04:39,557 **Evaluating...**
2020-04-08 01:08:05,908 R@1 : 73.845
2020-04-08 01:08:06,787 R@2 : 79.075
2020-04-08 01:08:07,663 R@4 : 83.356
2020-04-08 01:08:08,538 R@8 : 86.726
2020-04-08 01:11:24,483 scaling factor x: 1.0
2020-04-08 01:11:24,484 scaling factor p: 8.0
2020-04-08 01:11:24,484 Epoch: 19, loss: 2.012, time (seconds): 195.95.
2020-04-08 01:11:24,485 **Evaluating...**
2020-04-08 01:14:51,131 R@1 : 73.269
2020-04-08 01:14:52,008 R@2 : 78.597
2020-04-08 01:14:52,879 R@4 : 82.868
2020-04-08 01:14:53,754 R@8 : 86.415
2020-04-08 01:18:07,895 scaling factor x: 1.0
2020-04-08 01:18:07,896 scaling factor p: 8.0
2020-04-08 01:18:07,897 Epoch: 20, loss: 2.082, time (seconds): 194.14.
2020-04-08 01:18:07,897 **Evaluating...**
2020-04-08 01:21:34,445 R@1 : 73.726
2020-04-08 01:21:35,322 R@2 : 78.773
2020-04-08 01:21:36,192 R@4 : 83.105
2020-04-08 01:21:37,069 R@8 : 86.567
2020-04-08 01:24:47,010 scaling factor x: 1.0
2020-04-08 01:24:47,011 scaling factor p: 8.0
2020-04-08 01:24:47,011 Epoch: 21, loss: 2.013, time (seconds): 189.94.
2020-04-08 01:24:47,011 **Evaluating...**
2020-04-08 01:28:15,769 R@1 : 73.290
2020-04-08 01:28:16,650 R@2 : 78.553
2020-04-08 01:28:17,526 R@4 : 82.792
2020-04-08 01:28:18,402 R@8 : 86.174
2020-04-08 01:31:32,771 scaling factor x: 1.0
2020-04-08 01:31:32,772 scaling factor p: 8.0
2020-04-08 01:31:32,772 Epoch: 22, loss: 1.950, time (seconds): 194.37.
2020-04-08 01:31:32,773 **Evaluating...**
2020-04-08 01:35:00,369 R@1 : 73.328
2020-04-08 01:35:01,233 R@2 : 78.508
2020-04-08 01:35:02,097 R@4 : 82.862
2020-04-08 01:35:02,959 R@8 : 86.306
2020-04-08 01:38:17,504 scaling factor x: 1.0
2020-04-08 01:38:17,505 scaling factor p: 8.0
2020-04-08 01:38:17,505 Epoch: 23, loss: 2.029, time (seconds): 194.55.
2020-04-08 01:38:17,505 **Evaluating...**
2020-04-08 01:41:43,744 R@1 : 73.148
2020-04-08 01:41:44,625 R@2 : 78.468
2020-04-08 01:41:45,502 R@4 : 82.829
2020-04-08 01:41:46,381 R@8 : 86.281
2020-04-08 01:45:02,016 scaling factor x: 1.0
2020-04-08 01:45:02,018 scaling factor p: 8.0
2020-04-08 01:45:02,018 Epoch: 24, loss: 1.993, time (seconds): 195.64.
2020-04-08 01:45:02,018 **Evaluating...**
2020-04-08 01:48:27,508 R@1 : 73.730
2020-04-08 01:48:28,383 R@2 : 78.857
2020-04-08 01:48:29,257 R@4 : 83.186
2020-04-08 01:48:30,131 R@8 : 86.554
2020-04-08 01:51:45,087 scaling factor x: 1.0
2020-04-08 01:51:45,090 scaling factor p: 8.0
2020-04-08 01:51:45,090 Epoch: 25, loss: 2.007, time (seconds): 194.96.
2020-04-08 01:51:45,090 **Evaluating...**
2020-04-08 01:55:13,771 R@1 : 73.477
2020-04-08 01:55:14,644 R@2 : 78.804
2020-04-08 01:55:15,518 R@4 : 83.164
2020-04-08 01:55:16,395 R@8 : 86.425
2020-04-08 01:58:30,087 scaling factor x: 1.0
2020-04-08 01:58:30,089 scaling factor p: 8.0
2020-04-08 01:58:30,089 Epoch: 26, loss: 1.956, time (seconds): 193.69.
2020-04-08 01:58:30,089 **Evaluating...**
2020-04-08 02:01:55,297 R@1 : 73.280
2020-04-08 02:01:56,167 R@2 : 78.726
2020-04-08 02:01:57,041 R@4 : 82.997
2020-04-08 02:01:57,917 R@8 : 86.389
2020-04-08 02:05:15,994 scaling factor x: 1.0
2020-04-08 02:05:15,995 scaling factor p: 8.0
2020-04-08 02:05:15,996 Epoch: 27, loss: 1.976, time (seconds): 198.08.
2020-04-08 02:05:15,996 **Evaluating...**
2020-04-08 02:08:44,090 R@1 : 73.439
2020-04-08 02:08:44,963 R@2 : 78.688
2020-04-08 02:08:45,830 R@4 : 83.034
2020-04-08 02:08:46,710 R@8 : 86.473
2020-04-08 02:12:01,228 scaling factor x: 1.0
2020-04-08 02:12:01,229 scaling factor p: 8.0
2020-04-08 02:12:01,229 Epoch: 28, loss: 1.994, time (seconds): 194.52.
2020-04-08 02:12:01,230 **Evaluating...**
2020-04-08 02:15:29,173 R@1 : 73.604
2020-04-08 02:15:30,048 R@2 : 78.849
2020-04-08 02:15:30,921 R@4 : 83.118
2020-04-08 02:15:31,797 R@8 : 86.619
2020-04-08 02:18:51,875 scaling factor x: 1.0
2020-04-08 02:18:51,877 scaling factor p: 8.0
2020-04-08 02:18:51,877 Epoch: 29, loss: 1.942, time (seconds): 200.08.
2020-04-08 02:18:51,877 **Evaluating...**
2020-04-08 02:22:18,537 R@1 : 73.718
2020-04-08 02:22:19,413 R@2 : 79.014
2020-04-08 02:22:20,285 R@4 : 83.285
2020-04-08 02:22:21,159 R@8 : 86.761
2020-04-08 02:25:45,625 scaling factor x: 1.0
2020-04-08 02:25:45,626 scaling factor p: 8.0
2020-04-08 02:25:45,627 Epoch: 30, loss: 1.920, time (seconds): 204.47.
2020-04-08 02:25:45,627 **Evaluating...**
2020-04-08 02:29:14,364 R@1 : 73.624
2020-04-08 02:29:15,240 R@2 : 78.885
2020-04-08 02:29:16,112 R@4 : 83.128
2020-04-08 02:29:16,987 R@8 : 86.586
2020-04-08 02:32:34,102 scaling factor x: 1.0
2020-04-08 02:32:34,104 scaling factor p: 8.0
2020-04-08 02:32:34,104 Epoch: 31, loss: 1.944, time (seconds): 197.12.
2020-04-08 02:32:34,104 **Evaluating...**
2020-04-08 02:36:01,006 R@1 : 73.758
2020-04-08 02:36:01,881 R@2 : 78.928
2020-04-08 02:36:02,751 R@4 : 83.232
2020-04-08 02:36:03,980 R@8 : 86.607
2020-04-08 02:39:18,196 scaling factor x: 1.0
2020-04-08 02:39:18,198 scaling factor p: 8.0
2020-04-08 02:39:18,199 Epoch: 32, loss: 1.916, time (seconds): 194.22.
2020-04-08 02:39:18,199 **Evaluating...**
2020-04-08 02:42:48,555 R@1 : 73.761
2020-04-08 02:42:49,870 R@2 : 78.911
2020-04-08 02:42:51,209 R@4 : 83.187
2020-04-08 02:42:52,524 R@8 : 86.733
2020-04-08 02:46:08,830 scaling factor x: 1.0
2020-04-08 02:46:08,831 scaling factor p: 8.0
2020-04-08 02:46:08,831 Epoch: 33, loss: 1.930, time (seconds): 196.31.
2020-04-08 02:46:08,832 **Evaluating...**
2020-04-08 02:49:37,059 R@1 : 72.713
2020-04-08 02:49:37,947 R@2 : 78.054
2020-04-08 02:49:38,823 R@4 : 82.244
2020-04-08 02:49:39,692 R@8 : 85.665
2020-04-08 02:52:49,167 scaling factor x: 1.0
2020-04-08 02:52:49,168 scaling factor p: 8.0
2020-04-08 02:52:49,168 Epoch: 34, loss: 1.887, time (seconds): 189.48.
2020-04-08 02:52:49,168 **Evaluating...**
2020-04-08 02:56:17,858 R@1 : 73.488
2020-04-08 02:56:18,769 R@2 : 78.721
2020-04-08 02:56:19,670 R@4 : 83.167
2020-04-08 02:56:20,593 R@8 : 86.587
2020-04-08 02:59:38,993 scaling factor x: 1.0
2020-04-08 02:59:38,994 scaling factor p: 8.0
2020-04-08 02:59:38,994 Epoch: 35, loss: 1.844, time (seconds): 198.40.
2020-04-08 02:59:38,994 **Evaluating...**
2020-04-08 03:03:05,464 R@1 : 73.659
2020-04-08 03:03:06,344 R@2 : 78.748
2020-04-08 03:03:07,223 R@4 : 83.248
2020-04-08 03:03:08,104 R@8 : 86.576
2020-04-08 03:06:24,224 scaling factor x: 1.0
2020-04-08 03:06:24,225 scaling factor p: 8.0
2020-04-08 03:06:24,225 Epoch: 36, loss: 1.928, time (seconds): 196.12.
2020-04-08 03:06:24,225 **Evaluating...**
2020-04-08 03:09:50,283 R@1 : 73.310
2020-04-08 03:09:51,157 R@2 : 78.675
2020-04-08 03:09:52,027 R@4 : 83.017
2020-04-08 03:09:52,902 R@8 : 86.400
2020-04-08 03:13:06,339 scaling factor x: 1.0
2020-04-08 03:13:06,341 scaling factor p: 8.0
2020-04-08 03:13:06,341 Epoch: 37, loss: 1.890, time (seconds): 193.44.
2020-04-08 03:13:06,341 **Evaluating...**
2020-04-08 03:16:33,327 R@1 : 73.740
2020-04-08 03:16:34,202 R@2 : 78.834
2020-04-08 03:16:35,081 R@4 : 83.323
2020-04-08 03:16:35,962 R@8 : 86.706
2020-04-08 03:19:51,736 scaling factor x: 1.0
2020-04-08 03:19:51,737 scaling factor p: 8.0
2020-04-08 03:19:51,737 Epoch: 38, loss: 1.835, time (seconds): 195.77.
2020-04-08 03:19:51,737 **Evaluating...**
2020-04-08 03:23:19,561 R@1 : 73.907
2020-04-08 03:23:20,444 R@2 : 79.012
2020-04-08 03:23:21,315 R@4 : 83.301
2020-04-08 03:23:22,186 R@8 : 86.691
2020-04-08 03:26:36,742 scaling factor x: 1.0
2020-04-08 03:26:36,743 scaling factor p: 8.0
2020-04-08 03:26:36,743 Epoch: 39, loss: 1.878, time (seconds): 194.56.
2020-04-08 03:26:36,743 **Evaluating...**
2020-04-08 03:30:05,234 R@1 : 73.807
2020-04-08 03:30:06,103 R@2 : 78.963
2020-04-08 03:30:06,973 R@4 : 83.364
2020-04-08 03:30:07,845 R@8 : 86.895
2020-04-08 03:33:23,369 scaling factor x: 1.0
2020-04-08 03:33:23,371 scaling factor p: 8.0
2020-04-08 03:33:23,371 Epoch: 40, loss: 1.892, time (seconds): 195.53.
2020-04-08 03:33:23,371 **Evaluating...**
2020-04-08 03:36:49,921 R@1 : 73.279
2020-04-08 03:36:50,794 R@2 : 78.535
2020-04-08 03:36:51,673 R@4 : 82.792
2020-04-08 03:36:52,540 R@8 : 86.257
2020-04-08 03:40:09,821 scaling factor x: 1.0
2020-04-08 03:40:09,822 scaling factor p: 8.0
2020-04-08 03:40:09,822 Epoch: 41, loss: 1.893, time (seconds): 197.28.
2020-04-08 03:40:09,822 **Evaluating...**
2020-04-08 03:43:36,936 R@1 : 73.617
2020-04-08 03:43:37,809 R@2 : 78.771
2020-04-08 03:43:38,678 R@4 : 83.085
2020-04-08 03:43:39,547 R@8 : 86.619
2020-04-08 03:46:55,260 scaling factor x: 1.0
2020-04-08 03:46:55,261 scaling factor p: 8.0
2020-04-08 03:46:55,262 Epoch: 42, loss: 1.865, time (seconds): 195.71.
2020-04-08 03:46:55,262 **Evaluating...**
2020-04-08 03:50:22,219 R@1 : 73.588
2020-04-08 03:50:23,081 R@2 : 78.885
2020-04-08 03:50:23,958 R@4 : 83.187
2020-04-08 03:50:24,821 R@8 : 86.534
2020-04-08 03:53:54,215 scaling factor x: 1.0
2020-04-08 03:53:54,216 scaling factor p: 8.0
2020-04-08 03:53:54,216 Epoch: 43, loss: 1.891, time (seconds): 209.39.
2020-04-08 03:53:54,216 **Evaluating...**
2020-04-08 03:57:22,062 R@1 : 73.710
2020-04-08 03:57:22,940 R@2 : 78.882
2020-04-08 03:57:23,811 R@4 : 83.247
2020-04-08 03:57:24,679 R@8 : 86.615
2020-04-08 04:00:45,890 scaling factor x: 1.0
2020-04-08 04:00:45,892 scaling factor p: 8.0
2020-04-08 04:00:45,892 Epoch: 44, loss: 1.899, time (seconds): 201.21.
2020-04-08 04:00:45,892 **Evaluating...**
2020-04-08 04:04:12,231 R@1 : 74.125
2020-04-08 04:04:13,100 R@2 : 79.361
2020-04-08 04:04:13,969 R@4 : 83.691
2020-04-08 04:04:14,837 R@8 : 87.010
2020-04-08 04:07:29,539 scaling factor x: 1.0
2020-04-08 04:07:29,541 scaling factor p: 8.0
2020-04-08 04:07:29,541 Epoch: 45, loss: 1.818, time (seconds): 194.70.
2020-04-08 04:07:29,541 **Evaluating...**
2020-04-08 04:10:59,915 R@1 : 73.488
2020-04-08 04:11:00,786 R@2 : 78.627
2020-04-08 04:11:01,654 R@4 : 83.037
2020-04-08 04:11:02,526 R@8 : 86.462
2020-04-08 04:14:23,870 scaling factor x: 1.0
2020-04-08 04:14:23,871 scaling factor p: 8.0
2020-04-08 04:14:23,872 Epoch: 46, loss: 1.846, time (seconds): 201.35.
2020-04-08 04:14:23,872 **Evaluating...**
2020-04-08 04:17:53,966 R@1 : 73.079
2020-04-08 04:17:54,892 R@2 : 78.468
2020-04-08 04:17:55,812 R@4 : 82.820
2020-04-08 04:17:56,703 R@8 : 86.293
2020-04-08 04:21:10,816 scaling factor x: 1.0
2020-04-08 04:21:10,817 scaling factor p: 8.0
2020-04-08 04:21:10,818 Epoch: 47, loss: 1.830, time (seconds): 194.11.
2020-04-08 04:21:10,818 **Evaluating...**
2020-04-08 04:24:40,370 R@1 : 73.191
2020-04-08 04:24:41,251 R@2 : 78.492
2020-04-08 04:24:42,119 R@4 : 82.817
2020-04-08 04:24:42,989 R@8 : 86.303
2020-04-08 04:27:57,994 scaling factor x: 1.0
2020-04-08 04:27:57,996 scaling factor p: 8.0
2020-04-08 04:27:57,996 Epoch: 48, loss: 1.890, time (seconds): 195.01.
2020-04-08 04:27:57,996 **Evaluating...**
2020-04-08 04:31:26,034 R@1 : 72.966
2020-04-08 04:31:26,907 R@2 : 78.442
2020-04-08 04:31:27,789 R@4 : 82.772
2020-04-08 04:31:28,680 R@8 : 86.298
2020-04-08 04:34:44,941 scaling factor x: 1.0
2020-04-08 04:34:44,943 scaling factor p: 8.0
2020-04-08 04:34:44,943 Epoch: 49, loss: 1.858, time (seconds): 196.26.
2020-04-08 04:34:44,943 **Evaluating...**
2020-04-08 04:38:11,984 R@1 : 73.376
2020-04-08 04:38:12,861 R@2 : 78.677
2020-04-08 04:38:13,733 R@4 : 83.048
2020-04-08 04:38:14,606 R@8 : 86.455
2020-04-08 04:38:14,607 Total training time (minutes): 341.35.