Task 2959938

Name ParityMachine-1605454960-17989-0_0
Workunit 1336499
Created 15 Nov 2020, 15:42:41 UTC
Sent 21 Nov 2020, 22:55:49 UTC
Report deadline 29 Nov 2020, 22:55:49 UTC
Received 21 Nov 2020, 23:59:41 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 31 min 52 sec
CPU time 31 min 35 sec
Validate state Valid
Credit 2,080.00
Device peak FLOPS 9,220.34 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.10 GB
Peak swap size 4.38 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.7</core_client_version>
<![CDATA[
<stderr_txt>
14 | loss: 0.0309171 | val_loss: 0.0312811 | Time: 1856.8 ms
[2020-11-22 00:43:44	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0309167 | val_loss: 0.031255 | Time: 1869.51 ms
[2020-11-22 00:43:46	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0309287 | val_loss: 0.0313128 | Time: 1852.98 ms
[2020-11-22 00:43:48	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0309216 | val_loss: 0.0313015 | Time: 1858.84 ms
[2020-11-22 00:43:50	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0309126 | val_loss: 0.0312929 | Time: 1851.03 ms
[2020-11-22 00:43:52	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0309061 | val_loss: 0.0313129 | Time: 1849.16 ms
[2020-11-22 00:43:54	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0309133 | val_loss: 0.0312843 | Time: 1847.52 ms
[2020-11-22 00:43:56	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0309166 | val_loss: 0.0313325 | Time: 1837.76 ms
[2020-11-22 00:43:57	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0309172 | val_loss: 0.0312909 | Time: 1874.16 ms
[2020-11-22 00:43:59	                main:574]	:	INFO	:	Epoch 523 | loss: 0.030907 | val_loss: 0.0312647 | Time: 1853.74 ms
[2020-11-22 00:44:01	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0309182 | val_loss: 0.0313109 | Time: 1875.56 ms
[2020-11-22 00:44:03	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0309244 | val_loss: 0.0312863 | Time: 1844.26 ms
[2020-11-22 00:44:05	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0309234 | val_loss: 0.0312333 | Time: 1856.58 ms
[2020-11-22 00:44:07	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0309201 | val_loss: 0.0312791 | Time: 1851.52 ms
[2020-11-22 00:44:09	                main:574]	:	INFO	:	Epoch 528 | loss: 0.03092 | val_loss: 0.0312692 | Time: 1854.69 ms
[2020-11-22 00:44:11	                main:574]	:	INFO	:	Epoch 529 | loss: 0.030922 | val_loss: 0.0312555 | Time: 1867.15 ms
[2020-11-22 00:44:12	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0309264 | val_loss: 0.0312622 | Time: 1866.68 ms
[2020-11-22 00:44:14	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0309178 | val_loss: 0.031322 | Time: 1845.18 ms
[2020-11-22 00:44:16	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0309167 | val_loss: 0.0312982 | Time: 1865.43 ms
[2020-11-22 00:44:18	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0309171 | val_loss: 0.0313083 | Time: 1853.53 ms
[2020-11-22 00:44:20	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0309185 | val_loss: 0.031286 | Time: 1855.34 ms
[2020-11-22 00:44:22	                main:574]	:	INFO	:	Epoch 535 | loss: 0.030917 | val_loss: 0.0312979 | Time: 1851.94 ms
[2020-11-22 00:44:24	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0309251 | val_loss: 0.0312745 | Time: 1828.52 ms
[2020-11-22 00:44:25	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0309233 | val_loss: 0.0313181 | Time: 1855.64 ms
[2020-11-22 00:44:27	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0309255 | val_loss: 0.0313403 | Time: 1834.86 ms
[2020-11-22 00:44:29	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0309118 | val_loss: 0.0312769 | Time: 1847.85 ms
[2020-11-22 00:44:31	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0309105 | val_loss: 0.0312535 | Time: 1851.9 ms
[2020-11-22 00:44:33	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0309284 | val_loss: 0.0313105 | Time: 1856.26 ms
[2020-11-22 00:44:35	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0309161 | val_loss: 0.0313041 | Time: 1853.81 ms
[2020-11-22 00:44:37	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0309109 | val_loss: 0.0313284 | Time: 1839.02 ms
[2020-11-22 00:44:38	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0309179 | val_loss: 0.0313169 | Time: 1857.16 ms
[2020-11-22 00:44:40	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0309139 | val_loss: 0.0313057 | Time: 1839.08 ms
[2020-11-22 00:44:42	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0309191 | val_loss: 0.0312787 | Time: 1850.13 ms
[2020-11-22 00:44:44	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0309401 | val_loss: 0.0313066 | Time: 1854.04 ms
[2020-11-22 00:44:46	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0309559 | val_loss: 0.0312769 | Time: 1854.78 ms
[2020-11-22 00:44:48	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0309308 | val_loss: 0.0313248 | Time: 1859.19 ms
[2020-11-22 00:44:50	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0309149 | val_loss: 0.0313099 | Time: 1853.97 ms
[2020-11-22 00:44:51	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0309105 | val_loss: 0.0312682 | Time: 1863.79 ms
[2020-11-22 00:44:53	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0309192 | val_loss: 0.0312642 | Time: 1835.18 ms
[2020-11-22 00:44:55	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0309181 | val_loss: 0.0312606 | Time: 1854.83 ms
[2020-11-22 00:44:57	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0309186 | val_loss: 0.0312464 | Time: 1854.62 ms
[2020-11-22 00:44:59	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0309194 | val_loss: 0.0312774 | Time: 1879.22 ms
[2020-11-22 00:45:01	                main:574]	:	INFO	:	Epoch 556 | loss: 0.030919 | val_loss: 0.0312899 | Time: 1846.22 ms
[2020-11-22 00:45:03	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0309156 | val_loss: 0.0313011 | Time: 1850.06 ms
[2020-11-22 00:45:04	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0309207 | val_loss: 0.0312915 | Time: 1844.49 ms
[2020-11-22 00:45:06	                main:574]	:	INFO	:	Epoch 559 | loss: 0.03092 | val_loss: 0.031308 | Time: 1839.46 ms
[2020-11-22 00:45:08	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0309175 | val_loss: 0.0313142 | Time: 1854.88 ms
[2020-11-22 00:45:10	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0309202 | val_loss: 0.0313037 | Time: 1861.2 ms
[2020-11-22 00:45:12	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0309263 | val_loss: 0.03128 | Time: 1866.66 ms
[2020-11-22 00:45:14	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0309153 | val_loss: 0.0312468 | Time: 1853.73 ms
[2020-11-22 00:45:16	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0309099 | val_loss: 0.0313087 | Time: 1864.88 ms
[2020-11-22 00:45:17	                main:574]	:	INFO	:	Epoch 565 | loss: 0.030911 | val_loss: 0.0313187 | Time: 1847.6 ms
[2020-11-22 00:45:19	                main:574]	:	INFO	:	Epoch 566 | loss: 0.030911 | val_loss: 0.0313017 | Time: 1837.06 ms
[2020-11-22 00:45:21	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0309123 | val_loss: 0.0313239 | Time: 1852.25 ms
[2020-11-22 00:45:23	                main:574]	:	INFO	:	Epoch 568 | loss: 0.030913 | val_loss: 0.0312752 | Time: 1866.25 ms
[2020-11-22 00:45:25	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0309191 | val_loss: 0.0312587 | Time: 1844.15 ms
[2020-11-22 00:45:27	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0309275 | val_loss: 0.0313043 | Time: 1845.41 ms
[2020-11-22 00:45:29	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0309213 | val_loss: 0.0313111 | Time: 1866.09 ms
[2020-11-22 00:45:30	                main:574]	:	INFO	:	Epoch 572 | loss: 0.030916 | val_loss: 0.0313594 | Time: 1856.89 ms
[2020-11-22 00:45:32	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0309254 | val_loss: 0.0313105 | Time: 1880.62 ms
[2020-11-22 00:45:34	                main:574]	:	INFO	:	Epoch 574 | loss: 0.03093 | val_loss: 0.0313361 | Time: 1860.33 ms
[2020-11-22 00:45:36	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0309175 | val_loss: 0.0312749 | Time: 1843.05 ms
[2020-11-22 00:45:38	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0309113 | val_loss: 0.031267 | Time: 1842.38 ms
[2020-11-22 00:45:40	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0309133 | val_loss: 0.0312661 | Time: 1843.73 ms
[2020-11-22 00:45:42	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0309219 | val_loss: 0.0313272 | Time: 1851.16 ms
[2020-11-22 00:45:44	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0309222 | val_loss: 0.0313357 | Time: 1849.64 ms
[2020-11-22 00:45:45	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0309223 | val_loss: 0.0312692 | Time: 1847.16 ms
[2020-11-22 00:45:47	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0309207 | val_loss: 0.0313265 | Time: 1879.08 ms
[2020-11-22 00:45:49	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0309163 | val_loss: 0.0312965 | Time: 1879.56 ms
[2020-11-22 00:45:51	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0309146 | val_loss: 0.031321 | Time: 1867.41 ms
[2020-11-22 00:45:53	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0309086 | val_loss: 0.0312731 | Time: 1863.45 ms
[2020-11-22 00:45:55	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0309135 | val_loss: 0.0312763 | Time: 1846.02 ms
[2020-11-22 00:45:57	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0309249 | val_loss: 0.0312993 | Time: 1848.02 ms
[2020-11-22 00:45:58	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0309216 | val_loss: 0.031328 | Time: 1845.12 ms
[2020-11-22 00:46:00	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0309226 | val_loss: 0.0312769 | Time: 1850.43 ms
[2020-11-22 00:46:02	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0309202 | val_loss: 0.0312953 | Time: 1843.36 ms
[2020-11-22 00:46:04	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0309036 | val_loss: 0.0313067 | Time: 1854.42 ms
[2020-11-22 00:46:06	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0309074 | val_loss: 0.0313026 | Time: 1850.22 ms
[2020-11-22 00:46:08	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0309134 | val_loss: 0.0312676 | Time: 1858.62 ms
[2020-11-22 00:46:10	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0309122 | val_loss: 0.0313122 | Time: 1871.3 ms
[2020-11-22 00:46:11	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0309189 | val_loss: 0.0313212 | Time: 1857.86 ms
[2020-11-22 00:46:13	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0309168 | val_loss: 0.0313397 | Time: 1854.1 ms
[2020-11-22 00:46:15	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0309037 | val_loss: 0.0312833 | Time: 1857.94 ms
[2020-11-22 00:46:17	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0309344 | val_loss: 0.0313568 | Time: 1871.74 ms
[2020-11-22 00:46:19	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0309388 | val_loss: 0.0312572 | Time: 1847.57 ms
[2020-11-22 00:46:21	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0309257 | val_loss: 0.0312882 | Time: 1824.66 ms
[2020-11-22 00:46:23	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0309206 | val_loss: 0.0312985 | Time: 1843.11 ms
[2020-11-22 00:46:24	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0309143 | val_loss: 0.0312818 | Time: 1845.2 ms
[2020-11-22 00:46:26	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0309227 | val_loss: 0.0312986 | Time: 1860.56 ms
[2020-11-22 00:46:28	                main:574]	:	INFO	:	Epoch 603 | loss: 0.030916 | val_loss: 0.0312635 | Time: 1872.46 ms
[2020-11-22 00:46:30	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0309213 | val_loss: 0.0312741 | Time: 1871.35 ms
[2020-11-22 00:46:32	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0309164 | val_loss: 0.031308 | Time: 1860.07 ms
[2020-11-22 00:46:34	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0309214 | val_loss: 0.03126 | Time: 1873.29 ms
[2020-11-22 00:46:36	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0309274 | val_loss: 0.0312801 | Time: 1863.21 ms
[2020-11-22 00:46:38	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0309237 | val_loss: 0.0313291 | Time: 1842.32 ms
[2020-11-22 00:46:39	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0309107 | val_loss: 0.0312966 | Time: 1838.04 ms
[2020-11-22 00:46:41	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0309069 | val_loss: 0.0312608 | Time: 1835.78 ms
[2020-11-22 00:46:43	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0309174 | val_loss: 0.0312858 | Time: 1847.42 ms
[2020-11-22 00:46:45	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0309337 | val_loss: 0.0313085 | Time: 1861.01 ms
[2020-11-22 00:46:47	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0309267 | val_loss: 0.0312515 | Time: 1856.65 ms
[2020-11-22 00:46:49	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0309245 | val_loss: 0.0313348 | Time: 1848.72 ms
[2020-11-22 00:46:51	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0309161 | val_loss: 0.0312842 | Time: 1850.29 ms
[2020-11-22 00:46:52	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0309099 | val_loss: 0.0313273 | Time: 1851.42 ms
[2020-11-22 00:46:54	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0309102 | val_loss: 0.0312643 | Time: 1838.19 ms
[2020-11-22 00:46:56	                main:574]	:	INFO	:	Epoch 618 | loss: 0.030913 | val_loss: 0.0312612 | Time: 1849.81 ms
[2020-11-22 00:46:58	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0309103 | val_loss: 0.0313289 | Time: 1848.43 ms
[2020-11-22 00:47:00	                main:574]	:	INFO	:	Epoch 620 | loss: 0.030899 | val_loss: 0.031281 | Time: 1845.75 ms
[2020-11-22 00:47:02	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0309087 | val_loss: 0.0312936 | Time: 1856.77 ms
[2020-11-22 00:47:04	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0309098 | val_loss: 0.0312816 | Time: 1848.58 ms
[2020-11-22 00:47:05	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0309157 | val_loss: 0.0313028 | Time: 1859.74 ms
[2020-11-22 00:47:07	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0309176 | val_loss: 0.0312867 | Time: 1868.69 ms
[2020-11-22 00:47:09	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0309183 | val_loss: 0.031292 | Time: 1870.55 ms
[2020-11-22 00:47:11	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0309151 | val_loss: 0.0312901 | Time: 1853.8 ms
[2020-11-22 00:47:13	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0309378 | val_loss: 0.0312721 | Time: 1850.77 ms
[2020-11-22 00:47:15	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0309287 | val_loss: 0.0312979 | Time: 1857.14 ms
[2020-11-22 00:47:17	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0309332 | val_loss: 0.0313099 | Time: 1851.43 ms
[2020-11-22 00:47:18	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0309252 | val_loss: 0.0312954 | Time: 1837.41 ms
[2020-11-22 00:47:20	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0309239 | val_loss: 0.0312691 | Time: 1857.53 ms
[2020-11-22 00:47:22	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0309172 | val_loss: 0.0313281 | Time: 1854.01 ms
[2020-11-22 00:47:24	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0309159 | val_loss: 0.0312879 | Time: 1859.37 ms
[2020-11-22 00:47:26	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0309227 | val_loss: 0.0313188 | Time: 1856.83 ms
[2020-11-22 00:47:28	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0309279 | val_loss: 0.0312552 | Time: 1860.27 ms
[2020-11-22 00:47:30	                main:574]	:	INFO	:	Epoch 636 | loss: 0.030912 | val_loss: 0.0312709 | Time: 1849.54 ms
[2020-11-22 00:47:31	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0309085 | val_loss: 0.0312573 | Time: 1842.68 ms
[2020-11-22 00:47:33	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0309054 | val_loss: 0.031307 | Time: 1850.54 ms
[2020-11-22 00:47:35	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0309281 | val_loss: 0.0313119 | Time: 1842.17 ms
[2020-11-22 00:47:37	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0309371 | val_loss: 0.0312996 | Time: 1874.19 ms
[2020-11-22 00:47:39	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0309318 | val_loss: 0.0312609 | Time: 1864.91 ms
[2020-11-22 00:47:41	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0309438 | val_loss: 0.0313125 | Time: 1850.13 ms
[2020-11-22 00:47:43	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0309304 | val_loss: 0.0312984 | Time: 1867.22 ms
[2020-11-22 00:47:45	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0309132 | val_loss: 0.0313583 | Time: 1857.88 ms
[2020-11-22 00:47:46	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0309087 | val_loss: 0.0312891 | Time: 1862.26 ms
[2020-11-22 00:47:48	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0309154 | val_loss: 0.0313101 | Time: 1846.21 ms
[2020-11-22 00:47:50	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0309107 | val_loss: 0.0312832 | Time: 1840.4 ms
[2020-11-22 00:47:52	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0309137 | val_loss: 0.0313075 | Time: 1838.34 ms
[2020-11-22 00:47:54	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0309119 | val_loss: 0.0313133 | Time: 1857.9 ms
[2020-11-22 00:47:56	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0309137 | val_loss: 0.0313618 | Time: 1847.67 ms
[2020-11-22 00:47:58	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0309053 | val_loss: 0.0312968 | Time: 1868.91 ms
[2020-11-22 00:47:59	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0309159 | val_loss: 0.0312853 | Time: 1853.91 ms
[2020-11-22 00:48:01	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0309184 | val_loss: 0.0312792 | Time: 1862.3 ms
[2020-11-22 00:48:03	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0309231 | val_loss: 0.0312581 | Time: 1851.94 ms
[2020-11-22 00:48:05	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0309428 | val_loss: 0.0312645 | Time: 1856.91 ms
[2020-11-22 00:48:07	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0309143 | val_loss: 0.0313311 | Time: 1881.09 ms
[2020-11-22 00:48:09	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0309059 | val_loss: 0.0312847 | Time: 1841.59 ms
[2020-11-22 00:48:11	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0309041 | val_loss: 0.0313442 | Time: 1860.33 ms
[2020-11-22 00:48:12	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0309032 | val_loss: 0.0313294 | Time: 1850.22 ms
[2020-11-22 00:48:14	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0309089 | val_loss: 0.0312836 | Time: 1865.04 ms
[2020-11-22 00:48:16	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0309176 | val_loss: 0.0312739 | Time: 1862.28 ms
[2020-11-22 00:48:18	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0309177 | val_loss: 0.0313444 | Time: 1863.25 ms
[2020-11-22 00:48:20	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0309123 | val_loss: 0.0312956 | Time: 1874.06 ms
[2020-11-22 00:48:22	                main:574]	:	INFO	:	Epoch 664 | loss: 0.030909 | val_loss: 0.0312602 | Time: 1858.01 ms
[2020-11-22 00:48:24	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0309178 | val_loss: 0.0313009 | Time: 1852.68 ms
[2020-11-22 00:48:26	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0309218 | val_loss: 0.0313168 | Time: 1859.91 ms
[2020-11-22 00:48:27	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0309155 | val_loss: 0.0312877 | Time: 1817.35 ms
[2020-11-22 00:48:29	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0309092 | val_loss: 0.0313456 | Time: 1843.25 ms
[2020-11-22 00:48:31	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0309138 | val_loss: 0.0313266 | Time: 1846.87 ms
[2020-11-22 00:48:33	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0309206 | val_loss: 0.0312981 | Time: 1840.03 ms
[2020-11-22 00:48:35	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0309126 | val_loss: 0.0312988 | Time: 1846.41 ms
[2020-11-22 00:48:37	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0309174 | val_loss: 0.0312739 | Time: 1855.23 ms
[2020-11-22 00:48:39	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0309148 | val_loss: 0.0313412 | Time: 1893.54 ms
[2020-11-22 00:48:40	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0309328 | val_loss: 0.0312967 | Time: 1864.64 ms
[2020-11-22 00:48:42	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0309266 | val_loss: 0.0312694 | Time: 1863.94 ms
[2020-11-22 00:48:44	                main:574]	:	INFO	:	Epoch 676 | loss: 0.030912 | val_loss: 0.0313092 | Time: 1853.8 ms
[2020-11-22 00:48:46	                main:574]	:	INFO	:	Epoch 677 | loss: 0.030914 | val_loss: 0.0313023 | Time: 1838.06 ms
[2020-11-22 00:48:48	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0309085 | val_loss: 0.0312641 | Time: 1841.3 ms
[2020-11-22 00:48:50	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0309398 | val_loss: 0.0313969 | Time: 1846.3 ms
[2020-11-22 00:48:52	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0309251 | val_loss: 0.0312217 | Time: 1841.31 ms
[2020-11-22 00:48:53	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0309209 | val_loss: 0.0313089 | Time: 1829.37 ms
[2020-11-22 00:48:55	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0309101 | val_loss: 0.0312791 | Time: 1834.84 ms
[2020-11-22 00:48:57	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0309152 | val_loss: 0.0312496 | Time: 1841.24 ms
[2020-11-22 00:48:59	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0309129 | val_loss: 0.0312768 | Time: 1869.8 ms
[2020-11-22 00:49:01	                main:574]	:	INFO	:	Epoch 685 | loss: 0.030904 | val_loss: 0.031332 | Time: 1871.01 ms
[2020-11-22 00:49:03	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0309064 | val_loss: 0.0313063 | Time: 1870.35 ms
[2020-11-22 00:49:05	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0309087 | val_loss: 0.031313 | Time: 1867.59 ms
[2020-11-22 00:49:06	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0309064 | val_loss: 0.0313624 | Time: 1845.35 ms
[2020-11-22 00:49:08	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0309217 | val_loss: 0.031323 | Time: 1844.6 ms
[2020-11-22 00:49:10	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0309191 | val_loss: 0.031256 | Time: 1848.04 ms
[2020-11-22 00:49:12	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0309233 | val_loss: 0.0313679 | Time: 1849.98 ms
[2020-11-22 00:49:14	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0309144 | val_loss: 0.0313018 | Time: 1836.11 ms
[2020-11-22 00:49:16	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0309003 | val_loss: 0.0313139 | Time: 1827.75 ms
[2020-11-22 00:49:18	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0309088 | val_loss: 0.0312773 | Time: 1832.46 ms
[2020-11-22 00:49:19	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0309092 | val_loss: 0.0312885 | Time: 1885.38 ms
[2020-11-22 00:49:21	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0309075 | val_loss: 0.0313004 | Time: 1861.66 ms
[2020-11-22 00:49:23	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0309157 | val_loss: 0.0313249 | Time: 1869.22 ms
[2020-11-22 00:49:25	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0309177 | val_loss: 0.0313416 | Time: 1869.55 ms
[2020-11-22 00:49:27	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0309032 | val_loss: 0.0313424 | Time: 1871.53 ms
[2020-11-22 00:49:29	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0308995 | val_loss: 0.0313653 | Time: 1885.9 ms
[2020-11-22 00:49:31	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0309034 | val_loss: 0.0313159 | Time: 1847.25 ms
[2020-11-22 00:49:33	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0309078 | val_loss: 0.0312693 | Time: 1855.79 ms
[2020-11-22 00:49:34	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0309222 | val_loss: 0.0312606 | Time: 1836.25 ms
[2020-11-22 00:49:36	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0309201 | val_loss: 0.0312872 | Time: 1834.72 ms
[2020-11-22 00:49:38	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0309264 | val_loss: 0.0313113 | Time: 1856.99 ms
[2020-11-22 00:49:40	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0309234 | val_loss: 0.0313067 | Time: 1849.59 ms
[2020-11-22 00:49:42	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0309245 | val_loss: 0.0313018 | Time: 1848.44 ms
[2020-11-22 00:49:44	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0309271 | val_loss: 0.031319 | Time: 1859.11 ms
[2020-11-22 00:49:46	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0309322 | val_loss: 0.0312965 | Time: 1867.37 ms
[2020-11-22 00:49:47	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0309353 | val_loss: 0.031285 | Time: 1845.78 ms
[2020-11-22 00:49:49	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0309104 | val_loss: 0.0312949 | Time: 1859.76 ms
[2020-11-22 00:49:51	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0309004 | val_loss: 0.0312854 | Time: 1859.32 ms
[2020-11-22 00:49:53	                main:574]	:	INFO	:	Epoch 713 | loss: 0.030912 | val_loss: 0.0312973 | Time: 1864.22 ms
[2020-11-22 00:49:55	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0309143 | val_loss: 0.0313233 | Time: 1838.5 ms
[2020-11-22 00:49:57	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0309508 | val_loss: 0.0312935 | Time: 1858.19 ms
[2020-11-22 00:49:59	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0309598 | val_loss: 0.0312688 | Time: 1837.73 ms
[2020-11-22 00:50:00	                main:574]	:	INFO	:	Epoch 717 | loss: 0.030921 | val_loss: 0.0313085 | Time: 1866.38 ms
[2020-11-22 00:50:02	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0309062 | val_loss: 0.0313652 | Time: 1831.78 ms
[2020-11-22 00:50:04	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0309202 | val_loss: 0.0312457 | Time: 1839.96 ms
[2020-11-22 00:50:06	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0309197 | val_loss: 0.0312431 | Time: 1861.5 ms
[2020-11-22 00:50:08	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0309158 | val_loss: 0.0313357 | Time: 1846.24 ms
[2020-11-22 00:50:10	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0309096 | val_loss: 0.0313769 | Time: 1862.29 ms
[2020-11-22 00:50:12	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0309095 | val_loss: 0.0313258 | Time: 1834.29 ms
[2020-11-22 00:50:13	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0308994 | val_loss: 0.0312888 | Time: 1843.74 ms
[2020-11-22 00:50:15	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0309088 | val_loss: 0.0312847 | Time: 1861.82 ms
[2020-11-22 00:50:17	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0309067 | val_loss: 0.0313039 | Time: 1843.71 ms
[2020-11-22 00:50:19	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0309065 | val_loss: 0.0313256 | Time: 1842.77 ms
[2020-11-22 00:50:21	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0309058 | val_loss: 0.0313152 | Time: 1862.84 ms
[2020-11-22 00:50:23	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0309124 | val_loss: 0.0313217 | Time: 1859.28 ms
[2020-11-22 00:50:25	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0309113 | val_loss: 0.031324 | Time: 1854.36 ms
[2020-11-22 00:50:26	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0309022 | val_loss: 0.031256 | Time: 1866.32 ms
[2020-11-22 00:50:28	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0309003 | val_loss: 0.0313192 | Time: 1843.1 ms
[2020-11-22 00:50:30	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0309016 | val_loss: 0.0312898 | Time: 1855.44 ms
[2020-11-22 00:50:32	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0309018 | val_loss: 0.0313236 | Time: 1849.68 ms
[2020-11-22 00:50:34	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0309045 | val_loss: 0.0312812 | Time: 1849.57 ms
[2020-11-22 00:50:36	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0309157 | val_loss: 0.0313343 | Time: 1855.51 ms
[2020-11-22 00:50:38	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0309145 | val_loss: 0.031327 | Time: 1864.73 ms
[2020-11-22 00:50:39	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0309168 | val_loss: 0.031328 | Time: 1862.78 ms
[2020-11-22 00:50:41	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0309191 | val_loss: 0.0312711 | Time: 1871 ms
[2020-11-22 00:50:43	                main:574]	:	INFO	:	Epoch 740 | loss: 0.03092 | val_loss: 0.0313135 | Time: 1868.59 ms
[2020-11-22 00:50:45	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0309114 | val_loss: 0.0313147 | Time: 1866.73 ms
[2020-11-22 00:50:47	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0309274 | val_loss: 0.0312955 | Time: 1860.08 ms
[2020-11-22 00:50:49	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0309164 | val_loss: 0.0312683 | Time: 1852.22 ms
[2020-11-22 00:50:51	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0309063 | val_loss: 0.0312779 | Time: 1858.05 ms
[2020-11-22 00:50:53	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0309061 | val_loss: 0.0313382 | Time: 1859.85 ms
[2020-11-22 00:50:54	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0309034 | val_loss: 0.0312667 | Time: 1840.03 ms
[2020-11-22 00:50:56	                main:574]	:	INFO	:	Epoch 747 | loss: 0.0309132 | val_loss: 0.0313071 | Time: 1845.53 ms
[2020-11-22 00:50:58	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0309109 | val_loss: 0.0313318 | Time: 1856.85 ms
[2020-11-22 00:51:00	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0309133 | val_loss: 0.0312892 | Time: 1847.82 ms
[2020-11-22 00:51:02	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0309118 | val_loss: 0.0312922 | Time: 1853.15 ms
[2020-11-22 00:51:04	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0309065 | val_loss: 0.0313199 | Time: 1852.75 ms
[2020-11-22 00:51:06	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0309067 | val_loss: 0.0312983 | Time: 1851.95 ms
[2020-11-22 00:51:07	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0309034 | val_loss: 0.031297 | Time: 1862.39 ms
[2020-11-22 00:51:09	                main:574]	:	INFO	:	Epoch 754 | loss: 0.030915 | val_loss: 0.0313312 | Time: 1861.96 ms
[2020-11-22 00:51:11	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0309156 | val_loss: 0.031303 | Time: 1858.46 ms
[2020-11-22 00:51:13	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0309249 | val_loss: 0.0312529 | Time: 1850.91 ms
[2020-11-22 00:51:15	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0309167 | val_loss: 0.0313456 | Time: 1845.87 ms
[2020-11-22 00:51:17	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0309142 | val_loss: 0.0313235 | Time: 1849.63 ms
[2020-11-22 00:51:19	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0309122 | val_loss: 0.0313252 | Time: 1839.87 ms
[2020-11-22 00:51:20	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0309033 | val_loss: 0.0313408 | Time: 1828.59 ms
[2020-11-22 00:51:22	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0309209 | val_loss: 0.0312937 | Time: 1847.67 ms
[2020-11-22 00:51:24	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0309134 | val_loss: 0.0313046 | Time: 1857.71 ms
[2020-11-22 00:51:26	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0309048 | val_loss: 0.0313129 | Time: 1866.06 ms
[2020-11-22 00:51:28	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0309033 | val_loss: 0.0312937 | Time: 1852.57 ms
[2020-11-22 00:51:30	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0309053 | val_loss: 0.0313493 | Time: 1848.22 ms
[2020-11-22 00:51:32	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0309065 | val_loss: 0.0313095 | Time: 1851.49 ms
[2020-11-22 00:51:33	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0309102 | val_loss: 0.0313318 | Time: 1834.89 ms
[2020-11-22 00:51:35	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0309212 | val_loss: 0.0313001 | Time: 1845.57 ms
[2020-11-22 00:51:37	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0309382 | val_loss: 0.0312732 | Time: 1844.78 ms
[2020-11-22 00:51:39	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0309255 | val_loss: 0.031317 | Time: 1887.7 ms
[2020-11-22 00:51:41	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0309162 | val_loss: 0.0313219 | Time: 1841.92 ms
[2020-11-22 00:51:43	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0309015 | val_loss: 0.0312956 | Time: 1872.22 ms
[2020-11-22 00:51:45	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0308998 | val_loss: 0.0313398 | Time: 1858.17 ms
[2020-11-22 00:51:47	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0308962 | val_loss: 0.0312692 | Time: 1868.9 ms
[2020-11-22 00:51:48	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0309109 | val_loss: 0.0313271 | Time: 1865.88 ms
[2020-11-22 00:51:50	                main:574]	:	INFO	:	Epoch 776 | loss: 0.030906 | val_loss: 0.0313038 | Time: 1861.57 ms
[2020-11-22 00:51:52	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0309037 | val_loss: 0.0313036 | Time: 1847.79 ms
[2020-11-22 00:51:54	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0309046 | val_loss: 0.0312911 | Time: 1862.64 ms
[2020-11-22 00:51:56	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0309105 | val_loss: 0.0313144 | Time: 1854.11 ms
[2020-11-22 00:51:58	                main:574]	:	INFO	:	Epoch 780 | loss: 0.030902 | val_loss: 0.0312968 | Time: 1850.62 ms
[2020-11-22 00:52:00	                main:574]	:	INFO	:	Epoch 781 | loss: 0.030907 | val_loss: 0.0313266 | Time: 1880.34 ms
[2020-11-22 00:52:01	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0309062 | val_loss: 0.0312934 | Time: 1859.15 ms
[2020-11-22 00:52:03	                main:574]	:	INFO	:	Epoch 783 | loss: 0.030905 | val_loss: 0.0312936 | Time: 1881.74 ms
[2020-11-22 00:52:05	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0309044 | val_loss: 0.0312923 | Time: 1839.01 ms
[2020-11-22 00:52:07	                main:574]	:	INFO	:	Epoch 785 | loss: 0.030902 | val_loss: 0.0312979 | Time: 1847.47 ms
[2020-11-22 00:52:09	                main:574]	:	INFO	:	Epoch 786 | loss: 0.030902 | val_loss: 0.0312856 | Time: 1838.2 ms
[2020-11-22 00:52:11	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0309033 | val_loss: 0.0313032 | Time: 1846.44 ms
[2020-11-22 00:52:13	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0309041 | val_loss: 0.0313202 | Time: 1844 ms
[2020-11-22 00:52:14	                main:574]	:	INFO	:	Epoch 789 | loss: 0.030921 | val_loss: 0.0312909 | Time: 1850.13 ms
[2020-11-22 00:52:16	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0309195 | val_loss: 0.0313282 | Time: 1856.35 ms
[2020-11-22 00:52:18	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0309155 | val_loss: 0.0313024 | Time: 1876.38 ms
[2020-11-22 00:52:20	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0309077 | val_loss: 0.0312813 | Time: 1854.96 ms
[2020-11-22 00:52:22	                main:574]	:	INFO	:	Epoch 793 | loss: 0.030905 | val_loss: 0.031281 | Time: 1856.67 ms
[2020-11-22 00:52:24	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0309068 | val_loss: 0.0312901 | Time: 1846.15 ms
[2020-11-22 00:52:26	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0309064 | val_loss: 0.0313276 | Time: 1850.07 ms
[2020-11-22 00:52:28	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0309019 | val_loss: 0.0313234 | Time: 1876.07 ms
[2020-11-22 00:52:29	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0309014 | val_loss: 0.0313098 | Time: 1857.6 ms
[2020-11-22 00:52:31	                main:574]	:	INFO	:	Epoch 798 | loss: 0.030907 | val_loss: 0.0313352 | Time: 1849.59 ms
[2020-11-22 00:52:33	                main:574]	:	INFO	:	Epoch 799 | loss: 0.030914 | val_loss: 0.0313414 | Time: 1851.6 ms
[2020-11-22 00:52:35	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0309084 | val_loss: 0.0313039 | Time: 1854.79 ms
[2020-11-22 00:52:37	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0308955 | val_loss: 0.0313131 | Time: 1833.9 ms
[2020-11-22 00:52:39	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0309049 | val_loss: 0.0312589 | Time: 1861.92 ms
[2020-11-22 00:52:41	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0309149 | val_loss: 0.0313102 | Time: 1870.23 ms
[2020-11-22 00:52:42	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0309158 | val_loss: 0.0313672 | Time: 1878.44 ms
[2020-11-22 00:52:44	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0309143 | val_loss: 0.0313472 | Time: 1856.88 ms
[2020-11-22 00:52:46	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0309034 | val_loss: 0.0313245 | Time: 1857.29 ms
[2020-11-22 00:52:48	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0309102 | val_loss: 0.0312996 | Time: 1853.83 ms
[2020-11-22 00:52:50	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0309181 | val_loss: 0.0312923 | Time: 1833.77 ms
[2020-11-22 00:52:52	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0309086 | val_loss: 0.031303 | Time: 1862.39 ms
[2020-11-22 00:52:54	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0308995 | val_loss: 0.0313188 | Time: 1864.45 ms
[2020-11-22 00:52:55	                main:574]	:	INFO	:	Epoch 811 | loss: 0.030901 | val_loss: 0.0313246 | Time: 1834.99 ms
[2020-11-22 00:52:57	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0309073 | val_loss: 0.0312758 | Time: 1837.83 ms
[2020-11-22 00:52:59	                main:574]	:	INFO	:	Epoch 813 | loss: 0.0308904 | val_loss: 0.0313451 | Time: 1858.94 ms
[2020-11-22 00:53:01	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0308945 | val_loss: 0.0312793 | Time: 1872.82 ms
[2020-11-22 00:53:03	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0308943 | val_loss: 0.0313252 | Time: 1864.94 ms
[2020-11-22 00:53:05	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0308996 | val_loss: 0.0313006 | Time: 1861.67 ms
[2020-11-22 00:53:07	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0308968 | val_loss: 0.031299 | Time: 1860.26 ms
[2020-11-22 00:53:09	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0308979 | val_loss: 0.031331 | Time: 1844.09 ms
[2020-11-22 00:53:10	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0309089 | val_loss: 0.0312816 | Time: 1844.57 ms
[2020-11-22 00:53:12	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0309197 | val_loss: 0.0313247 | Time: 1866.27 ms
[2020-11-22 00:53:14	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0309078 | val_loss: 0.0312928 | Time: 1858.48 ms
[2020-11-22 00:53:16	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0309142 | val_loss: 0.0312954 | Time: 1835.81 ms
[2020-11-22 00:53:18	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0309143 | val_loss: 0.0313107 | Time: 1851.91 ms
[2020-11-22 00:53:20	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0309061 | val_loss: 0.0313095 | Time: 1860.43 ms
[2020-11-22 00:53:22	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0309028 | val_loss: 0.0313317 | Time: 1858.51 ms
[2020-11-22 00:53:23	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0309014 | val_loss: 0.031305 | Time: 1861.58 ms
[2020-11-22 00:53:25	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0309014 | val_loss: 0.0313143 | Time: 1868.24 ms
[2020-11-22 00:53:27	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0308958 | val_loss: 0.0313518 | Time: 1868.84 ms
[2020-11-22 00:53:29	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0309021 | val_loss: 0.0312857 | Time: 1865.07 ms
[2020-11-22 00:53:31	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0309157 | val_loss: 0.0313418 | Time: 1855.49 ms
[2020-11-22 00:53:33	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0309195 | val_loss: 0.0312826 | Time: 1863.06 ms
[2020-11-22 00:53:35	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0309204 | val_loss: 0.0312726 | Time: 1847.38 ms
[2020-11-22 00:53:36	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0309266 | val_loss: 0.0313423 | Time: 1843.62 ms
[2020-11-22 00:53:38	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0309237 | val_loss: 0.0312872 | Time: 1849.86 ms
[2020-11-22 00:53:40	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0309097 | val_loss: 0.0313351 | Time: 1844.69 ms
[2020-11-22 00:53:42	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0309029 | val_loss: 0.031286 | Time: 1857.68 ms
[2020-11-22 00:53:44	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0309461 | val_loss: 0.0313061 | Time: 1860.65 ms
[2020-11-22 00:53:46	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0309411 | val_loss: 0.0313481 | Time: 1835.92 ms
[2020-11-22 00:53:48	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0309162 | val_loss: 0.0313031 | Time: 1861.52 ms
[2020-11-22 00:53:49	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0309003 | val_loss: 0.0313241 | Time: 1869.28 ms
[2020-11-22 00:53:51	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0309049 | val_loss: 0.0313441 | Time: 1857.45 ms
[2020-11-22 00:53:53	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0308985 | val_loss: 0.0313504 | Time: 1885.34 ms
[2020-11-22 00:53:55	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0308962 | val_loss: 0.0313673 | Time: 1851.49 ms
[2020-11-22 00:53:57	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0309005 | val_loss: 0.0313316 | Time: 1866.14 ms
[2020-11-22 00:53:59	                main:574]	:	INFO	:	Epoch 845 | loss: 0.030911 | val_loss: 0.0313195 | Time: 1870.82 ms
[2020-11-22 00:54:01	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0309297 | val_loss: 0.031283 | Time: 1844.41 ms
[2020-11-22 00:54:03	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0309126 | val_loss: 0.0313615 | Time: 1834.16 ms
[2020-11-22 00:54:04	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0309086 | val_loss: 0.031284 | Time: 1838.07 ms
[2020-11-22 00:54:06	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0309085 | val_loss: 0.0313104 | Time: 1834.51 ms
[2020-11-22 00:54:08	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0309009 | val_loss: 0.0313209 | Time: 1833.45 ms
[2020-11-22 00:54:10	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0308988 | val_loss: 0.0312961 | Time: 1857.95 ms
[2020-11-22 00:54:12	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0308949 | val_loss: 0.0312782 | Time: 1854.44 ms
[2020-11-22 00:54:14	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0308992 | val_loss: 0.0313469 | Time: 1869.28 ms
[2020-11-22 00:54:16	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0309159 | val_loss: 0.0313123 | Time: 1880.62 ms
[2020-11-22 00:54:17	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0309123 | val_loss: 0.0313092 | Time: 1874.96 ms
[2020-11-22 00:54:19	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0309021 | val_loss: 0.031341 | Time: 1868.8 ms
[2020-11-22 00:54:21	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0308959 | val_loss: 0.0313385 | Time: 1854.21 ms
[2020-11-22 00:54:23	                main:574]	:	INFO	:	Epoch 858 | loss: 0.030899 | val_loss: 0.031318 | Time: 1845.85 ms
[2020-11-22 00:54:25	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0309115 | val_loss: 0.0312759 | Time: 1848.01 ms
[2020-11-22 00:54:27	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0309063 | val_loss: 0.0313057 | Time: 1844.7 ms
[2020-11-22 00:54:29	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0308987 | val_loss: 0.0313015 | Time: 1839.66 ms
[2020-11-22 00:54:30	                main:574]	:	INFO	:	Epoch 862 | loss: 0.030909 | val_loss: 0.0313006 | Time: 1844.62 ms
[2020-11-22 00:54:32	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0309073 | val_loss: 0.0312704 | Time: 1865.18 ms
[2020-11-22 00:54:34	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0309016 | val_loss: 0.0313221 | Time: 1853.06 ms
[2020-11-22 00:54:36	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0309099 | val_loss: 0.031241 | Time: 1853.86 ms
[2020-11-22 00:54:38	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0309073 | val_loss: 0.0313215 | Time: 1860.11 ms
[2020-11-22 00:54:40	                main:574]	:	INFO	:	Epoch 867 | loss: 0.030899 | val_loss: 0.0313221 | Time: 1882.96 ms
[2020-11-22 00:54:42	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0309196 | val_loss: 0.0313075 | Time: 1844.29 ms
[2020-11-22 00:54:44	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0309113 | val_loss: 0.0313629 | Time: 1837.09 ms
[2020-11-22 00:54:45	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0309049 | val_loss: 0.0313247 | Time: 1834.43 ms
[2020-11-22 00:54:47	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0309071 | val_loss: 0.0312791 | Time: 1843.58 ms
[2020-11-22 00:54:49	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0309049 | val_loss: 0.0313105 | Time: 1853.13 ms
[2020-11-22 00:54:51	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0309051 | val_loss: 0.0313009 | Time: 1858.07 ms
[2020-11-22 00:54:53	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0308966 | val_loss: 0.0313317 | Time: 1876.86 ms
[2020-11-22 00:54:55	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0308998 | val_loss: 0.0313169 | Time: 1843.9 ms
[2020-11-22 00:54:57	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0309064 | val_loss: 0.0313302 | Time: 1861.37 ms
[2020-11-22 00:54:58	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0309145 | val_loss: 0.0312749 | Time: 1839.34 ms
[2020-11-22 00:55:00	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0309063 | val_loss: 0.0313276 | Time: 1850.5 ms
[2020-11-22 00:55:02	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0308974 | val_loss: 0.0313466 | Time: 1834.17 ms
[2020-11-22 00:55:04	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0309046 | val_loss: 0.0313331 | Time: 1860.56 ms
[2020-11-22 00:55:06	                main:574]	:	INFO	:	Epoch 881 | loss: 0.030905 | val_loss: 0.0313371 | Time: 1864.71 ms
[2020-11-22 00:55:08	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0309087 | val_loss: 0.0312881 | Time: 1878.86 ms
[2020-11-22 00:55:10	                main:574]	:	INFO	:	Epoch 883 | loss: 0.030903 | val_loss: 0.0312472 | Time: 1867.31 ms
[2020-11-22 00:55:11	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0309295 | val_loss: 0.031308 | Time: 1847.83 ms
[2020-11-22 00:55:13	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0309086 | val_loss: 0.0313547 | Time: 1846.92 ms
[2020-11-22 00:55:15	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0309123 | val_loss: 0.0312999 | Time: 1858.41 ms
[2020-11-22 00:55:17	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0309001 | val_loss: 0.031272 | Time: 1865.44 ms
[2020-11-22 00:55:19	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0308929 | val_loss: 0.0312818 | Time: 1850.06 ms
[2020-11-22 00:55:21	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0308939 | val_loss: 0.0313163 | Time: 1852.37 ms
[2020-11-22 00:55:23	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0308927 | val_loss: 0.0313381 | Time: 1839.52 ms
[2020-11-22 00:55:24	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0309106 | val_loss: 0.031291 | Time: 1840.78 ms
[2020-11-22 00:55:26	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0309075 | val_loss: 0.0313225 | Time: 1849.8 ms
[2020-11-22 00:55:28	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0309027 | val_loss: 0.0313263 | Time: 1869.07 ms
[2020-11-22 00:55:30	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0308981 | val_loss: 0.0313095 | Time: 1863.04 ms
[2020-11-22 00:55:32	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0308998 | val_loss: 0.0312644 | Time: 1871.68 ms
[2020-11-22 00:55:34	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0309153 | val_loss: 0.0312953 | Time: 1885.66 ms
[2020-11-22 00:55:36	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0309144 | val_loss: 0.0313111 | Time: 1852.35 ms
[2020-11-22 00:55:38	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0309088 | val_loss: 0.031301 | Time: 1853.49 ms
[2020-11-22 00:55:39	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0308994 | val_loss: 0.0312885 | Time: 1853.51 ms
[2020-11-22 00:55:41	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0309061 | val_loss: 0.0312901 | Time: 1858.56 ms
[2020-11-22 00:55:43	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0309036 | val_loss: 0.0313141 | Time: 1836.02 ms
[2020-11-22 00:55:45	                main:574]	:	INFO	:	Epoch 902 | loss: 0.030895 | val_loss: 0.0313201 | Time: 1844.03 ms
[2020-11-22 00:55:47	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0309462 | val_loss: 0.0312952 | Time: 1851.4 ms
[2020-11-22 00:55:49	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0309193 | val_loss: 0.0312971 | Time: 1837.46 ms
[2020-11-22 00:55:50	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0309087 | val_loss: 0.031309 | Time: 1852.15 ms
[2020-11-22 00:55:52	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0308961 | val_loss: 0.0313286 | Time: 1854.53 ms
[2020-11-22 00:55:54	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0309016 | val_loss: 0.0313014 | Time: 1865.24 ms
[2020-11-22 00:55:56	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0309105 | val_loss: 0.0313613 | Time: 1841.65 ms
[2020-11-22 00:55:58	                main:574]	:	INFO	:	Epoch 909 | loss: 0.030944 | val_loss: 0.0312502 | Time: 1850.95 ms
[2020-11-22 00:56:00	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0309366 | val_loss: 0.0313366 | Time: 1846.6 ms
[2020-11-22 00:56:02	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0309186 | val_loss: 0.0312464 | Time: 1854.48 ms
[2020-11-22 00:56:04	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0309242 | val_loss: 0.0313094 | Time: 1850.89 ms
[2020-11-22 00:56:05	                main:574]	:	INFO	:	Epoch 913 | loss: 0.030907 | val_loss: 0.0313619 | Time: 1848.57 ms
[2020-11-22 00:56:07	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0309157 | val_loss: 0.0312704 | Time: 1857.15 ms
[2020-11-22 00:56:09	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0309045 | val_loss: 0.0312658 | Time: 1857.42 ms
[2020-11-22 00:56:11	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0309138 | val_loss: 0.0313062 | Time: 1852.13 ms
[2020-11-22 00:56:13	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0309004 | val_loss: 0.031341 | Time: 1859.81 ms
[2020-11-22 00:56:15	                main:574]	:	INFO	:	Epoch 918 | loss: 0.030907 | val_loss: 0.0313201 | Time: 1858.31 ms
[2020-11-22 00:56:17	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0309166 | val_loss: 0.0312753 | Time: 1841.23 ms
[2020-11-22 00:56:18	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0309122 | val_loss: 0.0313091 | Time: 1838.74 ms
[2020-11-22 00:56:20	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0309224 | val_loss: 0.0312892 | Time: 1848.39 ms
[2020-11-22 00:56:22	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0309202 | val_loss: 0.0312913 | Time: 1834.94 ms
[2020-11-22 00:56:24	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0309116 | val_loss: 0.0313014 | Time: 1835.33 ms
[2020-11-22 00:56:26	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0309029 | val_loss: 0.0313246 | Time: 1841.36 ms
[2020-11-22 00:56:28	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0309034 | val_loss: 0.0313233 | Time: 1857.24 ms
[2020-11-22 00:56:30	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0309029 | val_loss: 0.0313077 | Time: 1878.92 ms
[2020-11-22 00:56:31	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0309205 | val_loss: 0.031251 | Time: 1853.89 ms
[2020-11-22 00:56:33	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0309162 | val_loss: 0.0313769 | Time: 1851.53 ms
[2020-11-22 00:56:35	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0309093 | val_loss: 0.0312979 | Time: 1858.56 ms
[2020-11-22 00:56:37	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0309025 | val_loss: 0.0313206 | Time: 1861.3 ms
[2020-11-22 00:56:39	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0308986 | val_loss: 0.0313148 | Time: 1862.29 ms
[2020-11-22 00:56:41	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0309031 | val_loss: 0.031316 | Time: 1864.01 ms
[2020-11-22 00:56:43	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0309094 | val_loss: 0.031319 | Time: 1858.01 ms
[2020-11-22 00:56:44	                main:574]	:	INFO	:	Epoch 934 | loss: 0.030902 | val_loss: 0.0313364 | Time: 1856.18 ms
[2020-11-22 00:56:46	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0309039 | val_loss: 0.0312694 | Time: 1851.86 ms
[2020-11-22 00:56:48	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0309106 | val_loss: 0.0313397 | Time: 1859.67 ms
[2020-11-22 00:56:50	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0308937 | val_loss: 0.0312987 | Time: 1876.67 ms
[2020-11-22 00:56:52	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0308898 | val_loss: 0.0313099 | Time: 1869.58 ms
[2020-11-22 00:56:54	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0308992 | val_loss: 0.0313833 | Time: 1889.58 ms
[2020-11-22 00:56:56	                main:574]	:	INFO	:	Epoch 940 | loss: 0.030901 | val_loss: 0.0313077 | Time: 1857.91 ms
[2020-11-22 00:56:58	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0309033 | val_loss: 0.0313187 | Time: 1845.86 ms
[2020-11-22 00:56:59	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0309008 | val_loss: 0.031358 | Time: 1849.37 ms
[2020-11-22 00:57:01	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0309064 | val_loss: 0.0312767 | Time: 1838.68 ms
[2020-11-22 00:57:03	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0309138 | val_loss: 0.0313118 | Time: 1848.59 ms
[2020-11-22 00:57:05	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0309122 | val_loss: 0.0313475 | Time: 1837.22 ms
[2020-11-22 00:57:07	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0309151 | val_loss: 0.0312742 | Time: 1869.23 ms
[2020-11-22 00:57:09	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0309016 | val_loss: 0.0312732 | Time: 1876.58 ms
[2020-11-22 00:57:11	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0309023 | val_loss: 0.0313274 | Time: 1839.79 ms
[2020-11-22 00:57:12	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0309162 | val_loss: 0.0313012 | Time: 1840.11 ms
[2020-11-22 00:57:14	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0309631 | val_loss: 0.0312289 | Time: 1856.22 ms
[2020-11-22 00:57:16	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0309642 | val_loss: 0.0312727 | Time: 1843.8 ms
[2020-11-22 00:57:18	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0309195 | val_loss: 0.0313207 | Time: 1862.91 ms
[2020-11-22 00:57:20	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0309049 | val_loss: 0.031295 | Time: 1873.47 ms
[2020-11-22 00:57:22	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0309025 | val_loss: 0.0313085 | Time: 1876.38 ms
[2020-11-22 00:57:24	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0308951 | val_loss: 0.0312951 | Time: 1849.54 ms
[2020-11-22 00:57:26	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0308933 | val_loss: 0.0312993 | Time: 1854.87 ms
[2020-11-22 00:57:27	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0308984 | val_loss: 0.0313224 | Time: 1839.94 ms
[2020-11-22 00:57:29	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0308993 | val_loss: 0.0313232 | Time: 1845.14 ms
[2020-11-22 00:57:31	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0309104 | val_loss: 0.0313005 | Time: 1859.59 ms
[2020-11-22 00:57:33	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0309223 | val_loss: 0.031308 | Time: 1839.07 ms
[2020-11-22 00:57:35	                main:574]	:	INFO	:	Epoch 961 | loss: 0.030913 | val_loss: 0.0312935 | Time: 1841.25 ms
[2020-11-22 00:57:37	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0309056 | val_loss: 0.0313068 | Time: 1835.6 ms
[2020-11-22 00:57:38	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0309135 | val_loss: 0.0312399 | Time: 1845.76 ms
[2020-11-22 00:57:40	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0309226 | val_loss: 0.0313482 | Time: 1876.78 ms
[2020-11-22 00:57:42	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0309099 | val_loss: 0.0312942 | Time: 1880.94 ms
[2020-11-22 00:57:44	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0309063 | val_loss: 0.0313077 | Time: 1846.67 ms
[2020-11-22 00:57:46	                main:574]	:	INFO	:	Epoch 967 | loss: 0.030902 | val_loss: 0.031315 | Time: 1854.06 ms
[2020-11-22 00:57:48	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0308921 | val_loss: 0.0313083 | Time: 1851.95 ms
[2020-11-22 00:57:50	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0308906 | val_loss: 0.0313537 | Time: 1844.36 ms
[2020-11-22 00:57:52	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0309122 | val_loss: 0.0313009 | Time: 1843.14 ms
[2020-11-22 00:57:53	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0308983 | val_loss: 0.0312713 | Time: 1842.96 ms
[2020-11-22 00:57:55	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0309073 | val_loss: 0.0313265 | Time: 1830.39 ms
[2020-11-22 00:57:57	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0309174 | val_loss: 0.0312569 | Time: 1834.62 ms
[2020-11-22 00:57:59	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0309368 | val_loss: 0.0313006 | Time: 1842.83 ms
[2020-11-22 00:58:01	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0309064 | val_loss: 0.0312854 | Time: 1866.58 ms
[2020-11-22 00:58:03	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0308934 | val_loss: 0.0312919 | Time: 1867.82 ms
[2020-11-22 00:58:04	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0308889 | val_loss: 0.0312859 | Time: 1852.72 ms
[2020-11-22 00:58:06	                main:574]	:	INFO	:	Epoch 978 | loss: 0.030898 | val_loss: 0.0312599 | Time: 1839.68 ms
[2020-11-22 00:58:08	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0308999 | val_loss: 0.031308 | Time: 1827.55 ms
[2020-11-22 00:58:10	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0308996 | val_loss: 0.0313558 | Time: 1851.3 ms
[2020-11-22 00:58:12	                main:574]	:	INFO	:	Epoch 981 | loss: 0.030904 | val_loss: 0.0312666 | Time: 1848.53 ms
[2020-11-22 00:58:14	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0309139 | val_loss: 0.0313139 | Time: 1875.87 ms
[2020-11-22 00:58:16	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0309062 | val_loss: 0.0313397 | Time: 1828.56 ms
[2020-11-22 00:58:17	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0309433 | val_loss: 0.0312541 | Time: 1842.72 ms
[2020-11-22 00:58:19	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0309284 | val_loss: 0.0313036 | Time: 1872.55 ms
[2020-11-22 00:58:21	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0309048 | val_loss: 0.0313121 | Time: 1862.96 ms
[2020-11-22 00:58:23	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0308952 | val_loss: 0.0312943 | Time: 1860.89 ms
[2020-11-22 00:58:25	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0309108 | val_loss: 0.0312475 | Time: 1875.9 ms
[2020-11-22 00:58:27	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0309192 | val_loss: 0.0313588 | Time: 1854.19 ms
[2020-11-22 00:58:29	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0309133 | val_loss: 0.0312696 | Time: 1861.68 ms
[2020-11-22 00:58:31	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0309088 | val_loss: 0.031295 | Time: 1834.81 ms
[2020-11-22 00:58:32	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0309178 | val_loss: 0.0313088 | Time: 1848.04 ms
[2020-11-22 00:58:34	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0308984 | val_loss: 0.0313508 | Time: 1836.22 ms
[2020-11-22 00:58:36	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0308938 | val_loss: 0.0313241 | Time: 1846.68 ms
[2020-11-22 00:58:38	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0308952 | val_loss: 0.0312935 | Time: 1862.56 ms
[2020-11-22 00:58:40	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0309041 | val_loss: 0.0312956 | Time: 1864.62 ms
[2020-11-22 00:58:42	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0309088 | val_loss: 0.0313066 | Time: 1889.46 ms
[2020-11-22 00:58:44	                main:574]	:	INFO	:	Epoch 998 | loss: 0.030908 | val_loss: 0.0312649 | Time: 1844.51 ms
[2020-11-22 00:58:45	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0309114 | val_loss: 0.0313097 | Time: 1882.3 ms
[2020-11-22 00:58:47	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0308978 | val_loss: 0.03133 | Time: 1876.46 ms
[2020-11-22 00:58:49	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0308997 | val_loss: 0.0312867 | Time: 1856.44 ms
[2020-11-22 00:58:51	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0309025 | val_loss: 0.0312713 | Time: 1841.57 ms
[2020-11-22 00:58:53	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.030905 | val_loss: 0.0313019 | Time: 1833.45 ms
[2020-11-22 00:58:55	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.030903 | val_loss: 0.031327 | Time: 1839.03 ms
[2020-11-22 00:58:57	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0309057 | val_loss: 0.0313274 | Time: 1835.16 ms
[2020-11-22 00:58:58	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0309002 | val_loss: 0.0313136 | Time: 1853.34 ms
[2020-11-22 00:59:00	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0308998 | val_loss: 0.0313206 | Time: 1841.76 ms
[2020-11-22 00:59:02	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0309081 | val_loss: 0.0312843 | Time: 1848.98 ms
[2020-11-22 00:59:04	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0309106 | val_loss: 0.0312924 | Time: 1851.54 ms
[2020-11-22 00:59:06	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0309114 | val_loss: 0.0312988 | Time: 1854.58 ms
[2020-11-22 00:59:08	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0309267 | val_loss: 0.0313092 | Time: 1845.14 ms
[2020-11-22 00:59:10	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.030908 | val_loss: 0.0313198 | Time: 1837.36 ms
[2020-11-22 00:59:11	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0309075 | val_loss: 0.0313014 | Time: 1841.07 ms
[2020-11-22 00:59:13	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0309074 | val_loss: 0.0313068 | Time: 1846.43 ms
[2020-11-22 00:59:15	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0308984 | val_loss: 0.0312626 | Time: 1845.54 ms
[2020-11-22 00:59:17	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0308981 | val_loss: 0.0313009 | Time: 1860.81 ms
[2020-11-22 00:59:19	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0308921 | val_loss: 0.0313221 | Time: 1861.64 ms
[2020-11-22 00:59:21	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0308932 | val_loss: 0.0313259 | Time: 1844.23 ms
[2020-11-22 00:59:23	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0308966 | val_loss: 0.0312943 | Time: 1871.22 ms
[2020-11-22 00:59:24	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0308952 | val_loss: 0.0312733 | Time: 1843.19 ms
[2020-11-22 00:59:26	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0309257 | val_loss: 0.0313763 | Time: 1866.07 ms
[2020-11-22 00:59:28	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.03091 | val_loss: 0.0312527 | Time: 1852.02 ms
[2020-11-22 00:59:30	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0309067 | val_loss: 0.0313378 | Time: 1854.79 ms
[2020-11-22 00:59:32	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0309012 | val_loss: 0.0313397 | Time: 1845.35 ms
[2020-11-22 00:59:32	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0313397
[2020-11-22 00:59:32	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 00:59:32	                main:608]	:	INFO	:	Success, exiting..
00:59:32 (45188): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)