Task 2961654

Name ParityModified-1605116111-20222-1_0
Workunit 1338068
Created 15 Nov 2020, 16:46:43 UTC
Sent 21 Nov 2020, 21:20:04 UTC
Report deadline 28 Nov 2020, 21:20:04 UTC
Received 21 Nov 2020, 22:24:08 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 31 min 53 sec
CPU time 31 min 36 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>
:574]	:	INFO	:	Epoch 514 | loss: 0.0309993 | val_loss: 0.031213 | Time: 1860.19 ms
[2020-11-21 23:08:10	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0310098 | val_loss: 0.0312079 | Time: 1850.98 ms
[2020-11-21 23:08:12	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0310334 | val_loss: 0.0312092 | Time: 1862.91 ms
[2020-11-21 23:08:13	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0310071 | val_loss: 0.0312391 | Time: 1865.76 ms
[2020-11-21 23:08:15	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0309913 | val_loss: 0.0312268 | Time: 1874.71 ms
[2020-11-21 23:08:17	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0310039 | val_loss: 0.0312121 | Time: 1876.36 ms
[2020-11-21 23:08:19	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0310014 | val_loss: 0.0312291 | Time: 1868.66 ms
[2020-11-21 23:08:21	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0310015 | val_loss: 0.0312237 | Time: 1849.53 ms
[2020-11-21 23:08:23	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0310043 | val_loss: 0.0312051 | Time: 1837.92 ms
[2020-11-21 23:08:25	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0309979 | val_loss: 0.0312366 | Time: 1863.15 ms
[2020-11-21 23:08:27	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0310013 | val_loss: 0.0312087 | Time: 1856.4 ms
[2020-11-21 23:08:28	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0309962 | val_loss: 0.031226 | Time: 1849.29 ms
[2020-11-21 23:08:30	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0309957 | val_loss: 0.0312132 | Time: 1875.06 ms
[2020-11-21 23:08:32	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0310065 | val_loss: 0.0312157 | Time: 1856.57 ms
[2020-11-21 23:08:34	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0310063 | val_loss: 0.031231 | Time: 1855.23 ms
[2020-11-21 23:08:36	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0309975 | val_loss: 0.0312143 | Time: 1867.02 ms
[2020-11-21 23:08:38	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0309993 | val_loss: 0.0312349 | Time: 1854.06 ms
[2020-11-21 23:08:40	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0310027 | val_loss: 0.0312392 | Time: 1844.49 ms
[2020-11-21 23:08:41	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0309989 | val_loss: 0.0312049 | Time: 1844.36 ms
[2020-11-21 23:08:43	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0310012 | val_loss: 0.0312202 | Time: 1828.71 ms
[2020-11-21 23:08:45	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0310084 | val_loss: 0.0312371 | Time: 1842.73 ms
[2020-11-21 23:08:47	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0310066 | val_loss: 0.0312232 | Time: 1842.4 ms
[2020-11-21 23:08:49	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0310063 | val_loss: 0.03124 | Time: 1863.49 ms
[2020-11-21 23:08:51	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0309966 | val_loss: 0.0312188 | Time: 1860.71 ms
[2020-11-21 23:08:53	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0310034 | val_loss: 0.0312191 | Time: 1852.46 ms
[2020-11-21 23:08:54	                main:574]	:	INFO	:	Epoch 539 | loss: 0.030997 | val_loss: 0.031223 | Time: 1865.41 ms
[2020-11-21 23:08:56	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0309944 | val_loss: 0.0312115 | Time: 1856.26 ms
[2020-11-21 23:08:58	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0309938 | val_loss: 0.0312205 | Time: 1865.8 ms
[2020-11-21 23:09:00	                main:574]	:	INFO	:	Epoch 542 | loss: 0.030998 | val_loss: 0.0312306 | Time: 1846.57 ms
[2020-11-21 23:09:02	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0310104 | val_loss: 0.031218 | Time: 1842.88 ms
[2020-11-21 23:09:04	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0310059 | val_loss: 0.0312047 | Time: 1859.07 ms
[2020-11-21 23:09:06	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0310015 | val_loss: 0.0312113 | Time: 1842.89 ms
[2020-11-21 23:09:08	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0309995 | val_loss: 0.0312501 | Time: 1859.27 ms
[2020-11-21 23:09:09	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0310039 | val_loss: 0.0312169 | Time: 1841.84 ms
[2020-11-21 23:09:11	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0310055 | val_loss: 0.0312103 | Time: 1860.94 ms
[2020-11-21 23:09:13	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0309995 | val_loss: 0.0312268 | Time: 1857.76 ms
[2020-11-21 23:09:15	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0309938 | val_loss: 0.0312405 | Time: 1862.5 ms
[2020-11-21 23:09:17	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0309896 | val_loss: 0.0312224 | Time: 1864.54 ms
[2020-11-21 23:09:19	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0309924 | val_loss: 0.0312072 | Time: 1862.32 ms
[2020-11-21 23:09:21	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0309879 | val_loss: 0.0312321 | Time: 1842.51 ms
[2020-11-21 23:09:22	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0309937 | val_loss: 0.0312379 | Time: 1857.65 ms
[2020-11-21 23:09:24	                main:574]	:	INFO	:	Epoch 555 | loss: 0.030995 | val_loss: 0.0312458 | Time: 1844.59 ms
[2020-11-21 23:09:26	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0309939 | val_loss: 0.0312149 | Time: 1852.52 ms
[2020-11-21 23:09:28	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0309928 | val_loss: 0.0312356 | Time: 1861.04 ms
[2020-11-21 23:09:30	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0309964 | val_loss: 0.0312259 | Time: 1850.43 ms
[2020-11-21 23:09:32	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0310035 | val_loss: 0.0312174 | Time: 1850.25 ms
[2020-11-21 23:09:34	                main:574]	:	INFO	:	Epoch 560 | loss: 0.031 | val_loss: 0.0311938 | Time: 1852.95 ms
[2020-11-21 23:09:35	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0310078 | val_loss: 0.0312204 | Time: 1876.34 ms
[2020-11-21 23:09:37	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0309997 | val_loss: 0.0312261 | Time: 1854.23 ms
[2020-11-21 23:09:39	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0309989 | val_loss: 0.0312007 | Time: 1853.38 ms
[2020-11-21 23:09:41	                main:574]	:	INFO	:	Epoch 564 | loss: 0.030997 | val_loss: 0.0312267 | Time: 1846.14 ms
[2020-11-21 23:09:43	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0309977 | val_loss: 0.031223 | Time: 1844.9 ms
[2020-11-21 23:09:45	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0309993 | val_loss: 0.0312481 | Time: 1851.41 ms
[2020-11-21 23:09:47	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0310001 | val_loss: 0.0312026 | Time: 1842.89 ms
[2020-11-21 23:09:48	                main:574]	:	INFO	:	Epoch 568 | loss: 0.031004 | val_loss: 0.031227 | Time: 1834.03 ms
[2020-11-21 23:09:50	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0309908 | val_loss: 0.031232 | Time: 1856.39 ms
[2020-11-21 23:09:52	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0309949 | val_loss: 0.0312291 | Time: 1854.32 ms
[2020-11-21 23:09:54	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0310032 | val_loss: 0.031216 | Time: 1858.8 ms
[2020-11-21 23:09:56	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0309965 | val_loss: 0.0312095 | Time: 1874.96 ms
[2020-11-21 23:09:58	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0309972 | val_loss: 0.0312272 | Time: 1860.89 ms
[2020-11-21 23:10:00	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0309905 | val_loss: 0.0312259 | Time: 1866.08 ms
[2020-11-21 23:10:02	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0310207 | val_loss: 0.0312098 | Time: 1855.91 ms
[2020-11-21 23:10:03	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0310274 | val_loss: 0.0312056 | Time: 1846.32 ms
[2020-11-21 23:10:05	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0310077 | val_loss: 0.0312056 | Time: 1840.94 ms
[2020-11-21 23:10:07	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310007 | val_loss: 0.0312287 | Time: 1841.82 ms
[2020-11-21 23:10:09	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0309939 | val_loss: 0.031216 | Time: 1857.1 ms
[2020-11-21 23:10:11	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0310013 | val_loss: 0.0312174 | Time: 1854.96 ms
[2020-11-21 23:10:13	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0310157 | val_loss: 0.0312609 | Time: 1866.24 ms
[2020-11-21 23:10:15	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0309962 | val_loss: 0.0312253 | Time: 1875.45 ms
[2020-11-21 23:10:16	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0309919 | val_loss: 0.0312488 | Time: 1867.6 ms
[2020-11-21 23:10:18	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0309951 | val_loss: 0.0312334 | Time: 1866.85 ms
[2020-11-21 23:10:20	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0309937 | val_loss: 0.031229 | Time: 1854.26 ms
[2020-11-21 23:10:22	                main:574]	:	INFO	:	Epoch 586 | loss: 0.030989 | val_loss: 0.0312199 | Time: 1854.86 ms
[2020-11-21 23:10:24	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0309931 | val_loss: 0.0312294 | Time: 1849.33 ms
[2020-11-21 23:10:26	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0309915 | val_loss: 0.0312241 | Time: 1850.49 ms
[2020-11-21 23:10:28	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0309941 | val_loss: 0.0312195 | Time: 1837.7 ms
[2020-11-21 23:10:29	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0309985 | val_loss: 0.0312241 | Time: 1838.47 ms
[2020-11-21 23:10:31	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0309915 | val_loss: 0.0312199 | Time: 1841.66 ms
[2020-11-21 23:10:33	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0309998 | val_loss: 0.0312053 | Time: 1854.84 ms
[2020-11-21 23:10:35	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0309961 | val_loss: 0.0312335 | Time: 1858.5 ms
[2020-11-21 23:10:37	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0309924 | val_loss: 0.0312354 | Time: 1862.02 ms
[2020-11-21 23:10:39	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0309901 | val_loss: 0.0312232 | Time: 1896.47 ms
[2020-11-21 23:10:41	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0309886 | val_loss: 0.03122 | Time: 1837.62 ms
[2020-11-21 23:10:43	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0309962 | val_loss: 0.031235 | Time: 1854.63 ms
[2020-11-21 23:10:44	                main:574]	:	INFO	:	Epoch 598 | loss: 0.030989 | val_loss: 0.0312166 | Time: 1865.41 ms
[2020-11-21 23:10:46	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0309948 | val_loss: 0.0312185 | Time: 1869.95 ms
[2020-11-21 23:10:48	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0309949 | val_loss: 0.0312106 | Time: 1870.8 ms
[2020-11-21 23:10:50	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310013 | val_loss: 0.0312315 | Time: 1877.83 ms
[2020-11-21 23:10:52	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0310058 | val_loss: 0.0312174 | Time: 1869.93 ms
[2020-11-21 23:10:54	                main:574]	:	INFO	:	Epoch 603 | loss: 0.031001 | val_loss: 0.0312042 | Time: 1841.13 ms
[2020-11-21 23:10:56	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0309937 | val_loss: 0.0312235 | Time: 1849.01 ms
[2020-11-21 23:10:57	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0310006 | val_loss: 0.0312033 | Time: 1848.38 ms
[2020-11-21 23:10:59	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0309965 | val_loss: 0.0312346 | Time: 1849.37 ms
[2020-11-21 23:11:01	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0309988 | val_loss: 0.0312177 | Time: 1854.53 ms
[2020-11-21 23:11:03	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0309955 | val_loss: 0.0312027 | Time: 1856.28 ms
[2020-11-21 23:11:05	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0309966 | val_loss: 0.0312422 | Time: 1841.08 ms
[2020-11-21 23:11:07	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0309983 | val_loss: 0.0312228 | Time: 1863.06 ms
[2020-11-21 23:11:09	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310067 | val_loss: 0.0312088 | Time: 1876.61 ms
[2020-11-21 23:11:11	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310018 | val_loss: 0.031217 | Time: 1884.02 ms
[2020-11-21 23:11:12	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0310061 | val_loss: 0.0312277 | Time: 1864.93 ms
[2020-11-21 23:11:14	                main:574]	:	INFO	:	Epoch 614 | loss: 0.03101 | val_loss: 0.0312384 | Time: 1836.34 ms
[2020-11-21 23:11:16	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0310009 | val_loss: 0.0312388 | Time: 1845.87 ms
[2020-11-21 23:11:18	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0309952 | val_loss: 0.0312379 | Time: 1857 ms
[2020-11-21 23:11:20	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0309923 | val_loss: 0.0312288 | Time: 1844.52 ms
[2020-11-21 23:11:22	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0309962 | val_loss: 0.0312158 | Time: 1825.14 ms
[2020-11-21 23:11:23	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310027 | val_loss: 0.0312161 | Time: 1843.2 ms
[2020-11-21 23:11:25	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310023 | val_loss: 0.0312071 | Time: 1837.5 ms
[2020-11-21 23:11:27	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0309933 | val_loss: 0.0312219 | Time: 1859.77 ms
[2020-11-21 23:11:29	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0309942 | val_loss: 0.0312227 | Time: 1872.35 ms
[2020-11-21 23:11:31	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310026 | val_loss: 0.0312458 | Time: 1868.62 ms
[2020-11-21 23:11:33	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0309956 | val_loss: 0.0312057 | Time: 1875.55 ms
[2020-11-21 23:11:35	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0309961 | val_loss: 0.0312257 | Time: 1850.3 ms
[2020-11-21 23:11:37	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0310107 | val_loss: 0.0312015 | Time: 1843.55 ms
[2020-11-21 23:11:38	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0310005 | val_loss: 0.0312249 | Time: 1843.7 ms
[2020-11-21 23:11:40	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0309926 | val_loss: 0.0312417 | Time: 1838.69 ms
[2020-11-21 23:11:42	                main:574]	:	INFO	:	Epoch 629 | loss: 0.030992 | val_loss: 0.0312224 | Time: 1847.97 ms
[2020-11-21 23:11:44	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0309964 | val_loss: 0.0312135 | Time: 1855.58 ms
[2020-11-21 23:11:46	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310064 | val_loss: 0.0312185 | Time: 1863.8 ms
[2020-11-21 23:11:48	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310021 | val_loss: 0.0312109 | Time: 1854.4 ms
[2020-11-21 23:11:50	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0310065 | val_loss: 0.0312119 | Time: 1871.32 ms
[2020-11-21 23:11:51	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0309996 | val_loss: 0.0312287 | Time: 1869.63 ms
[2020-11-21 23:11:53	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0310055 | val_loss: 0.0312425 | Time: 1858.64 ms
[2020-11-21 23:11:55	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0309985 | val_loss: 0.0312099 | Time: 1847.68 ms
[2020-11-21 23:11:57	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0309931 | val_loss: 0.0312299 | Time: 1852.69 ms
[2020-11-21 23:11:59	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310015 | val_loss: 0.0312235 | Time: 1851.38 ms
[2020-11-21 23:12:01	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0309979 | val_loss: 0.0312083 | Time: 1859.67 ms
[2020-11-21 23:12:03	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0309996 | val_loss: 0.0312192 | Time: 1853.66 ms
[2020-11-21 23:12:04	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0309972 | val_loss: 0.0312206 | Time: 1856.7 ms
[2020-11-21 23:12:06	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0309975 | val_loss: 0.031256 | Time: 1855.46 ms
[2020-11-21 23:12:08	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0310035 | val_loss: 0.0311982 | Time: 1850.98 ms
[2020-11-21 23:12:10	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0310087 | val_loss: 0.0312078 | Time: 1856.17 ms
[2020-11-21 23:12:12	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310111 | val_loss: 0.0312068 | Time: 1880.1 ms
[2020-11-21 23:12:14	                main:574]	:	INFO	:	Epoch 646 | loss: 0.031007 | val_loss: 0.0311998 | Time: 1848.58 ms
[2020-11-21 23:12:16	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0309938 | val_loss: 0.0312257 | Time: 1853.5 ms
[2020-11-21 23:12:17	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0309882 | val_loss: 0.0312491 | Time: 1826.7 ms
[2020-11-21 23:12:19	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0309922 | val_loss: 0.0312223 | Time: 1853.28 ms
[2020-11-21 23:12:21	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0309915 | val_loss: 0.0312221 | Time: 1853.73 ms
[2020-11-21 23:12:23	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0309903 | val_loss: 0.0312134 | Time: 1835.55 ms
[2020-11-21 23:12:25	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0309969 | val_loss: 0.0312466 | Time: 1852.62 ms
[2020-11-21 23:12:27	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0309909 | val_loss: 0.0312142 | Time: 1851.25 ms
[2020-11-21 23:12:29	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0309856 | val_loss: 0.0312464 | Time: 1868.21 ms
[2020-11-21 23:12:31	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310062 | val_loss: 0.0312116 | Time: 1873.92 ms
[2020-11-21 23:12:32	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0309936 | val_loss: 0.031237 | Time: 1884.23 ms
[2020-11-21 23:12:34	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0309953 | val_loss: 0.0312162 | Time: 1862.6 ms
[2020-11-21 23:12:36	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0309968 | val_loss: 0.0312319 | Time: 1869.72 ms
[2020-11-21 23:12:38	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0310031 | val_loss: 0.0312316 | Time: 1853.8 ms
[2020-11-21 23:12:40	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0309989 | val_loss: 0.0312202 | Time: 1842.71 ms
[2020-11-21 23:12:42	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0309978 | val_loss: 0.0312356 | Time: 1837.35 ms
[2020-11-21 23:12:44	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310036 | val_loss: 0.0312071 | Time: 1850.52 ms
[2020-11-21 23:12:45	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310006 | val_loss: 0.0312266 | Time: 1851.03 ms
[2020-11-21 23:12:47	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310069 | val_loss: 0.0312124 | Time: 1839.23 ms
[2020-11-21 23:12:49	                main:574]	:	INFO	:	Epoch 665 | loss: 0.031027 | val_loss: 0.0312105 | Time: 1846.95 ms
[2020-11-21 23:12:51	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310344 | val_loss: 0.0312018 | Time: 1864.24 ms
[2020-11-21 23:12:53	                main:574]	:	INFO	:	Epoch 667 | loss: 0.031014 | val_loss: 0.0311917 | Time: 1853.85 ms
[2020-11-21 23:12:55	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0309976 | val_loss: 0.0312212 | Time: 1891.92 ms
[2020-11-21 23:12:57	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0309902 | val_loss: 0.031234 | Time: 1861.92 ms
[2020-11-21 23:12:59	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0309946 | val_loss: 0.0312382 | Time: 1859.84 ms
[2020-11-21 23:13:00	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0309909 | val_loss: 0.031211 | Time: 1849.53 ms
[2020-11-21 23:13:02	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0309971 | val_loss: 0.0312156 | Time: 1838.44 ms
[2020-11-21 23:13:04	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0309937 | val_loss: 0.031241 | Time: 1849.54 ms
[2020-11-21 23:13:06	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0309905 | val_loss: 0.0312063 | Time: 1839.69 ms
[2020-11-21 23:13:08	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0309998 | val_loss: 0.0312215 | Time: 1837.51 ms
[2020-11-21 23:13:10	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0309988 | val_loss: 0.0311963 | Time: 1865.64 ms
[2020-11-21 23:13:12	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0309883 | val_loss: 0.0312457 | Time: 1871.73 ms
[2020-11-21 23:13:13	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0309975 | val_loss: 0.0312535 | Time: 1861.57 ms
[2020-11-21 23:13:15	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0309967 | val_loss: 0.0312315 | Time: 1865.99 ms
[2020-11-21 23:13:17	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0310123 | val_loss: 0.0312095 | Time: 1842.75 ms
[2020-11-21 23:13:19	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0310039 | val_loss: 0.0312348 | Time: 1843.54 ms
[2020-11-21 23:13:21	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0309953 | val_loss: 0.0312305 | Time: 1824.65 ms
[2020-11-21 23:13:23	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0309938 | val_loss: 0.0312472 | Time: 1847.42 ms
[2020-11-21 23:13:25	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0309985 | val_loss: 0.0312423 | Time: 1850.56 ms
[2020-11-21 23:13:26	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0310016 | val_loss: 0.0312221 | Time: 1830.26 ms
[2020-11-21 23:13:28	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0310015 | val_loss: 0.0312197 | Time: 1844.68 ms
[2020-11-21 23:13:30	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0309961 | val_loss: 0.0312261 | Time: 1859.91 ms
[2020-11-21 23:13:32	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0309965 | val_loss: 0.0312339 | Time: 1872.12 ms
[2020-11-21 23:13:34	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0309858 | val_loss: 0.0312267 | Time: 1872.96 ms
[2020-11-21 23:13:36	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0309989 | val_loss: 0.0312186 | Time: 1865.53 ms
[2020-11-21 23:13:38	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0309932 | val_loss: 0.0312171 | Time: 1851.76 ms
[2020-11-21 23:13:39	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0309982 | val_loss: 0.031203 | Time: 1848.76 ms
[2020-11-21 23:13:41	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310011 | val_loss: 0.0312328 | Time: 1850.24 ms
[2020-11-21 23:13:43	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0309925 | val_loss: 0.0312511 | Time: 1841.86 ms
[2020-11-21 23:13:45	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0309968 | val_loss: 0.0312127 | Time: 1834.78 ms
[2020-11-21 23:13:47	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310012 | val_loss: 0.0312308 | Time: 1844.52 ms
[2020-11-21 23:13:49	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0309903 | val_loss: 0.0312235 | Time: 1846.9 ms
[2020-11-21 23:13:51	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0309926 | val_loss: 0.0312232 | Time: 1860.87 ms
[2020-11-21 23:13:52	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0310048 | val_loss: 0.0312069 | Time: 1870.27 ms
[2020-11-21 23:13:54	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0310016 | val_loss: 0.0312356 | Time: 1866.54 ms
[2020-11-21 23:13:56	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0309902 | val_loss: 0.0312236 | Time: 1876.68 ms
[2020-11-21 23:13:58	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0309919 | val_loss: 0.0312312 | Time: 1855.54 ms
[2020-11-21 23:14:00	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0309995 | val_loss: 0.0312174 | Time: 1860.92 ms
[2020-11-21 23:14:02	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0309964 | val_loss: 0.0312049 | Time: 1845.56 ms
[2020-11-21 23:14:04	                main:574]	:	INFO	:	Epoch 705 | loss: 0.030994 | val_loss: 0.0312137 | Time: 1857.13 ms
[2020-11-21 23:14:05	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0309923 | val_loss: 0.0312325 | Time: 1846.2 ms
[2020-11-21 23:14:07	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0309935 | val_loss: 0.0312224 | Time: 1844.04 ms
[2020-11-21 23:14:09	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0310053 | val_loss: 0.0312295 | Time: 1868.76 ms
[2020-11-21 23:14:11	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0309986 | val_loss: 0.0312486 | Time: 1840.29 ms
[2020-11-21 23:14:13	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0309948 | val_loss: 0.0312116 | Time: 1865.01 ms
[2020-11-21 23:14:15	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0309993 | val_loss: 0.0312124 | Time: 1853.06 ms
[2020-11-21 23:14:17	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0309984 | val_loss: 0.0312324 | Time: 1856.59 ms
[2020-11-21 23:14:19	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0309937 | val_loss: 0.0312174 | Time: 1842.6 ms
[2020-11-21 23:14:20	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0309913 | val_loss: 0.0312373 | Time: 1851.47 ms
[2020-11-21 23:14:22	                main:574]	:	INFO	:	Epoch 715 | loss: 0.030991 | val_loss: 0.0312357 | Time: 1842.12 ms
[2020-11-21 23:14:24	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0309936 | val_loss: 0.0312391 | Time: 1843.96 ms
[2020-11-21 23:14:26	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0309924 | val_loss: 0.0312092 | Time: 1834.96 ms
[2020-11-21 23:14:28	                main:574]	:	INFO	:	Epoch 718 | loss: 0.031009 | val_loss: 0.0312275 | Time: 1838.83 ms
[2020-11-21 23:14:30	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0310012 | val_loss: 0.0312195 | Time: 1860.44 ms
[2020-11-21 23:14:31	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0310027 | val_loss: 0.0312179 | Time: 1864.96 ms
[2020-11-21 23:14:33	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0310035 | val_loss: 0.0312308 | Time: 1865.95 ms
[2020-11-21 23:14:35	                main:574]	:	INFO	:	Epoch 722 | loss: 0.031013 | val_loss: 0.0312191 | Time: 1881.6 ms
[2020-11-21 23:14:37	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0309974 | val_loss: 0.0312321 | Time: 1866.18 ms
[2020-11-21 23:14:39	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0309873 | val_loss: 0.0312256 | Time: 1870.54 ms
[2020-11-21 23:14:41	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0309916 | val_loss: 0.0312197 | Time: 1841.43 ms
[2020-11-21 23:14:43	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0309917 | val_loss: 0.0312092 | Time: 1841.97 ms
[2020-11-21 23:14:45	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0310006 | val_loss: 0.031219 | Time: 1847.58 ms
[2020-11-21 23:14:46	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0310142 | val_loss: 0.0312066 | Time: 1843.44 ms
[2020-11-21 23:14:48	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0309993 | val_loss: 0.0312374 | Time: 1859.28 ms
[2020-11-21 23:14:50	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0309987 | val_loss: 0.0312102 | Time: 1858.85 ms
[2020-11-21 23:14:52	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0309922 | val_loss: 0.0312267 | Time: 1849.23 ms
[2020-11-21 23:14:54	                main:574]	:	INFO	:	Epoch 732 | loss: 0.030989 | val_loss: 0.0312279 | Time: 1867.44 ms
[2020-11-21 23:14:56	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0309851 | val_loss: 0.0312223 | Time: 1863.48 ms
[2020-11-21 23:14:58	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0309893 | val_loss: 0.0312392 | Time: 1848.79 ms
[2020-11-21 23:14:59	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0309899 | val_loss: 0.031235 | Time: 1845.29 ms
[2020-11-21 23:15:01	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0309954 | val_loss: 0.0312464 | Time: 1868.76 ms
[2020-11-21 23:15:03	                main:574]	:	INFO	:	Epoch 737 | loss: 0.03101 | val_loss: 0.0312161 | Time: 1857.79 ms
[2020-11-21 23:15:05	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0310007 | val_loss: 0.0312134 | Time: 1882.88 ms
[2020-11-21 23:15:07	                main:574]	:	INFO	:	Epoch 739 | loss: 0.030994 | val_loss: 0.0312136 | Time: 1860.06 ms
[2020-11-21 23:15:09	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0309976 | val_loss: 0.0312319 | Time: 1844.94 ms
[2020-11-21 23:15:11	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0309948 | val_loss: 0.0312318 | Time: 1834.46 ms
[2020-11-21 23:15:12	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0310014 | val_loss: 0.0312331 | Time: 1833.5 ms
[2020-11-21 23:15:14	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0309972 | val_loss: 0.0312287 | Time: 1868.09 ms
[2020-11-21 23:15:16	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0309962 | val_loss: 0.0312146 | Time: 1844.05 ms
[2020-11-21 23:15:18	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0309877 | val_loss: 0.0312585 | Time: 1843.26 ms
[2020-11-21 23:15:20	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0309824 | val_loss: 0.0312226 | Time: 1887.43 ms
[2020-11-21 23:15:22	                main:574]	:	INFO	:	Epoch 747 | loss: 0.030994 | val_loss: 0.0312306 | Time: 1868.15 ms
[2020-11-21 23:15:24	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0309962 | val_loss: 0.0312184 | Time: 1865.96 ms
[2020-11-21 23:15:26	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0309962 | val_loss: 0.0312154 | Time: 1866.13 ms
[2020-11-21 23:15:27	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0309961 | val_loss: 0.0312683 | Time: 1858.55 ms
[2020-11-21 23:15:29	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0309907 | val_loss: 0.0312112 | Time: 1845.21 ms
[2020-11-21 23:15:31	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0309972 | val_loss: 0.0312176 | Time: 1848.13 ms
[2020-11-21 23:15:33	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0310018 | val_loss: 0.0312207 | Time: 1836.49 ms
[2020-11-21 23:15:35	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0309964 | val_loss: 0.0312258 | Time: 1856.14 ms
[2020-11-21 23:15:37	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0309969 | val_loss: 0.0312334 | Time: 1845.9 ms
[2020-11-21 23:15:39	                main:574]	:	INFO	:	Epoch 756 | loss: 0.030995 | val_loss: 0.0312457 | Time: 1854.62 ms
[2020-11-21 23:15:40	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0309888 | val_loss: 0.0312235 | Time: 1859.75 ms
[2020-11-21 23:15:42	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0309926 | val_loss: 0.031214 | Time: 1862.59 ms
[2020-11-21 23:15:44	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0309904 | val_loss: 0.0312184 | Time: 1875.01 ms
[2020-11-21 23:15:46	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0309883 | val_loss: 0.0312288 | Time: 1841.97 ms
[2020-11-21 23:15:48	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0309919 | val_loss: 0.0312561 | Time: 1846.17 ms
[2020-11-21 23:15:50	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0310071 | val_loss: 0.0312139 | Time: 1851.49 ms
[2020-11-21 23:15:52	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0310145 | val_loss: 0.031219 | Time: 1844.82 ms
[2020-11-21 23:15:53	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0309983 | val_loss: 0.0312222 | Time: 1845.6 ms
[2020-11-21 23:15:55	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0309919 | val_loss: 0.0312305 | Time: 1848.81 ms
[2020-11-21 23:15:57	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0310017 | val_loss: 0.0312224 | Time: 1854.87 ms
[2020-11-21 23:15:59	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0310028 | val_loss: 0.0312151 | Time: 1835.81 ms
[2020-11-21 23:16:01	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0309925 | val_loss: 0.0312091 | Time: 1856.51 ms
[2020-11-21 23:16:03	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0309927 | val_loss: 0.0312266 | Time: 1848.09 ms
[2020-11-21 23:16:05	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0309895 | val_loss: 0.0312211 | Time: 1856.24 ms
[2020-11-21 23:16:06	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0309983 | val_loss: 0.0312187 | Time: 1852.2 ms
[2020-11-21 23:16:08	                main:574]	:	INFO	:	Epoch 772 | loss: 0.030993 | val_loss: 0.0312311 | Time: 1857.54 ms
[2020-11-21 23:16:10	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0309914 | val_loss: 0.0312188 | Time: 1864.9 ms
[2020-11-21 23:16:12	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0309926 | val_loss: 0.0312357 | Time: 1842.58 ms
[2020-11-21 23:16:14	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0309928 | val_loss: 0.0312389 | Time: 1838.36 ms
[2020-11-21 23:16:16	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0310075 | val_loss: 0.0312204 | Time: 1854.18 ms
[2020-11-21 23:16:18	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0309942 | val_loss: 0.0312205 | Time: 1863.72 ms
[2020-11-21 23:16:19	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0309875 | val_loss: 0.0312344 | Time: 1858.02 ms
[2020-11-21 23:16:21	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0309896 | val_loss: 0.0312201 | Time: 1840.49 ms
[2020-11-21 23:16:23	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0309928 | val_loss: 0.0312648 | Time: 1844.11 ms
[2020-11-21 23:16:25	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0309952 | val_loss: 0.031215 | Time: 1846.51 ms
[2020-11-21 23:16:27	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0309987 | val_loss: 0.0312125 | Time: 1843.64 ms
[2020-11-21 23:16:29	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0309922 | val_loss: 0.0312305 | Time: 1855.85 ms
[2020-11-21 23:16:31	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0309905 | val_loss: 0.0312429 | Time: 1853.61 ms
[2020-11-21 23:16:32	                main:574]	:	INFO	:	Epoch 785 | loss: 0.030996 | val_loss: 0.0312541 | Time: 1860.09 ms
[2020-11-21 23:16:34	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0309885 | val_loss: 0.0312379 | Time: 1858.91 ms
[2020-11-21 23:16:36	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0309879 | val_loss: 0.0312421 | Time: 1851.33 ms
[2020-11-21 23:16:38	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0309925 | val_loss: 0.0312077 | Time: 1844.85 ms
[2020-11-21 23:16:40	                main:574]	:	INFO	:	Epoch 789 | loss: 0.030989 | val_loss: 0.0312335 | Time: 1846.46 ms
[2020-11-21 23:16:42	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0309897 | val_loss: 0.0312333 | Time: 1830.11 ms
[2020-11-21 23:16:44	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0309969 | val_loss: 0.0312284 | Time: 1841.83 ms
[2020-11-21 23:16:45	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0309993 | val_loss: 0.0312197 | Time: 1839.88 ms
[2020-11-21 23:16:47	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0309921 | val_loss: 0.0312251 | Time: 1836.32 ms
[2020-11-21 23:16:49	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0309996 | val_loss: 0.0312146 | Time: 1851.86 ms
[2020-11-21 23:16:51	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0310105 | val_loss: 0.0312089 | Time: 1870.05 ms
[2020-11-21 23:16:53	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0309994 | val_loss: 0.0312295 | Time: 1853.5 ms
[2020-11-21 23:16:55	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0309983 | val_loss: 0.0312095 | Time: 1863.71 ms
[2020-11-21 23:16:57	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0310098 | val_loss: 0.031213 | Time: 1867.13 ms
[2020-11-21 23:16:58	                main:574]	:	INFO	:	Epoch 799 | loss: 0.030992 | val_loss: 0.0312435 | Time: 1875.73 ms
[2020-11-21 23:17:00	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0309867 | val_loss: 0.0312252 | Time: 1857.96 ms
[2020-11-21 23:17:02	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0309911 | val_loss: 0.0312311 | Time: 1832.9 ms
[2020-11-21 23:17:04	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0309884 | val_loss: 0.0312505 | Time: 1834.08 ms
[2020-11-21 23:17:06	                main:574]	:	INFO	:	Epoch 803 | loss: 0.030991 | val_loss: 0.0312198 | Time: 1859.33 ms
[2020-11-21 23:17:08	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0309995 | val_loss: 0.0311994 | Time: 1858 ms
[2020-11-21 23:17:10	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0309956 | val_loss: 0.0312337 | Time: 1856.25 ms
[2020-11-21 23:17:12	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0309901 | val_loss: 0.0312105 | Time: 1873.68 ms
[2020-11-21 23:17:13	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0309968 | val_loss: 0.0312489 | Time: 1874.16 ms
[2020-11-21 23:17:15	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0309992 | val_loss: 0.0312279 | Time: 1871.5 ms
[2020-11-21 23:17:17	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0309899 | val_loss: 0.0312266 | Time: 1855.06 ms
[2020-11-21 23:17:19	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0309959 | val_loss: 0.0312089 | Time: 1847.98 ms
[2020-11-21 23:17:21	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0310022 | val_loss: 0.0312247 | Time: 1875.66 ms
[2020-11-21 23:17:23	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0309941 | val_loss: 0.0312256 | Time: 1834.83 ms
[2020-11-21 23:17:25	                main:574]	:	INFO	:	Epoch 813 | loss: 0.0309964 | val_loss: 0.0312088 | Time: 1847.47 ms
[2020-11-21 23:17:26	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0309982 | val_loss: 0.0312326 | Time: 1836.07 ms
[2020-11-21 23:17:28	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0309884 | val_loss: 0.0312176 | Time: 1851.16 ms
[2020-11-21 23:17:30	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0309947 | val_loss: 0.0312292 | Time: 1859.17 ms
[2020-11-21 23:17:32	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0309953 | val_loss: 0.0312412 | Time: 1859.21 ms
[2020-11-21 23:17:34	                main:574]	:	INFO	:	Epoch 818 | loss: 0.030997 | val_loss: 0.031211 | Time: 1884 ms
[2020-11-21 23:17:36	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0310089 | val_loss: 0.0312235 | Time: 1841.67 ms
[2020-11-21 23:17:38	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0310021 | val_loss: 0.0312417 | Time: 1858.4 ms
[2020-11-21 23:17:39	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0309954 | val_loss: 0.0312217 | Time: 1854.59 ms
[2020-11-21 23:17:41	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0309899 | val_loss: 0.0312319 | Time: 1860.24 ms
[2020-11-21 23:17:43	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0309891 | val_loss: 0.0312281 | Time: 1837.71 ms
[2020-11-21 23:17:45	                main:574]	:	INFO	:	Epoch 824 | loss: 0.031006 | val_loss: 0.0312359 | Time: 1848.41 ms
[2020-11-21 23:17:47	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0310007 | val_loss: 0.0312244 | Time: 1836.98 ms
[2020-11-21 23:17:49	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0310161 | val_loss: 0.031214 | Time: 1859.88 ms
[2020-11-21 23:17:51	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0310053 | val_loss: 0.0312136 | Time: 1859.5 ms
[2020-11-21 23:17:53	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0310001 | val_loss: 0.031215 | Time: 1856.45 ms
[2020-11-21 23:17:54	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0309905 | val_loss: 0.0312308 | Time: 1873.44 ms
[2020-11-21 23:17:56	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0309887 | val_loss: 0.0312508 | Time: 1870.99 ms
[2020-11-21 23:17:58	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0310081 | val_loss: 0.0312252 | Time: 1863.08 ms
[2020-11-21 23:18:00	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0309961 | val_loss: 0.0312377 | Time: 1838.69 ms
[2020-11-21 23:18:02	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0309941 | val_loss: 0.0312098 | Time: 1861.33 ms
[2020-11-21 23:18:04	                main:574]	:	INFO	:	Epoch 834 | loss: 0.030991 | val_loss: 0.0312168 | Time: 1857.21 ms
[2020-11-21 23:18:06	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0309949 | val_loss: 0.0312242 | Time: 1852.36 ms
[2020-11-21 23:18:07	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0309886 | val_loss: 0.0312297 | Time: 1857.3 ms
[2020-11-21 23:18:09	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0309887 | val_loss: 0.0312124 | Time: 1860.68 ms
[2020-11-21 23:18:11	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0309947 | val_loss: 0.0312459 | Time: 1861.18 ms
[2020-11-21 23:18:13	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0309995 | val_loss: 0.0312184 | Time: 1857.76 ms
[2020-11-21 23:18:15	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0309953 | val_loss: 0.0312398 | Time: 1846.65 ms
[2020-11-21 23:18:17	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0310055 | val_loss: 0.0311982 | Time: 1839.04 ms
[2020-11-21 23:18:19	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0310004 | val_loss: 0.0311973 | Time: 1852.18 ms
[2020-11-21 23:18:20	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0310075 | val_loss: 0.0312181 | Time: 1842.55 ms
[2020-11-21 23:18:22	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0309952 | val_loss: 0.0312201 | Time: 1859.38 ms
[2020-11-21 23:18:24	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0309905 | val_loss: 0.0312139 | Time: 1859.03 ms
[2020-11-21 23:18:26	                main:574]	:	INFO	:	Epoch 846 | loss: 0.030996 | val_loss: 0.0312243 | Time: 1859.04 ms
[2020-11-21 23:18:28	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0310007 | val_loss: 0.0312367 | Time: 1867.53 ms
[2020-11-21 23:18:30	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0309995 | val_loss: 0.0312149 | Time: 1876.09 ms
[2020-11-21 23:18:32	                main:574]	:	INFO	:	Epoch 849 | loss: 0.031003 | val_loss: 0.0312365 | Time: 1868.48 ms
[2020-11-21 23:18:34	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0309994 | val_loss: 0.0312119 | Time: 1864.51 ms
[2020-11-21 23:18:35	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0310015 | val_loss: 0.0312313 | Time: 1875.16 ms
[2020-11-21 23:18:37	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0309913 | val_loss: 0.0312419 | Time: 1855.61 ms
[2020-11-21 23:18:39	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0309915 | val_loss: 0.031227 | Time: 1845.34 ms
[2020-11-21 23:18:41	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0309961 | val_loss: 0.0312143 | Time: 1828.22 ms
[2020-11-21 23:18:43	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0310026 | val_loss: 0.0312127 | Time: 1832.27 ms
[2020-11-21 23:18:45	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0309915 | val_loss: 0.031216 | Time: 1846.06 ms
[2020-11-21 23:18:47	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0309823 | val_loss: 0.031234 | Time: 1843.88 ms
[2020-11-21 23:18:48	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0309884 | val_loss: 0.0312335 | Time: 1863.57 ms
[2020-11-21 23:18:50	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0309963 | val_loss: 0.0312285 | Time: 1865.12 ms
[2020-11-21 23:18:52	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0309936 | val_loss: 0.031215 | Time: 1872.35 ms
[2020-11-21 23:18:54	                main:574]	:	INFO	:	Epoch 861 | loss: 0.030991 | val_loss: 0.0312164 | Time: 1840.59 ms
[2020-11-21 23:18:56	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0309932 | val_loss: 0.0312426 | Time: 1866.61 ms
[2020-11-21 23:18:58	                main:574]	:	INFO	:	Epoch 863 | loss: 0.03099 | val_loss: 0.0312378 | Time: 1861.08 ms
[2020-11-21 23:19:00	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0309914 | val_loss: 0.0312256 | Time: 1863.36 ms
[2020-11-21 23:19:01	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0309933 | val_loss: 0.031243 | Time: 1840.54 ms
[2020-11-21 23:19:03	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0309876 | val_loss: 0.0312311 | Time: 1832.72 ms
[2020-11-21 23:19:05	                main:574]	:	INFO	:	Epoch 867 | loss: 0.030991 | val_loss: 0.031226 | Time: 1851.08 ms
[2020-11-21 23:19:07	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0309967 | val_loss: 0.0312045 | Time: 1836.11 ms
[2020-11-21 23:19:09	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0310023 | val_loss: 0.0312382 | Time: 1858.87 ms
[2020-11-21 23:19:11	                main:574]	:	INFO	:	Epoch 870 | loss: 0.031008 | val_loss: 0.0312141 | Time: 1864.79 ms
[2020-11-21 23:19:13	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0309937 | val_loss: 0.0312216 | Time: 1851.23 ms
[2020-11-21 23:19:14	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0309968 | val_loss: 0.0312351 | Time: 1849.3 ms
[2020-11-21 23:19:16	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0309927 | val_loss: 0.0312208 | Time: 1856.38 ms
[2020-11-21 23:19:18	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0309874 | val_loss: 0.0312205 | Time: 1884.4 ms
[2020-11-21 23:19:20	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0310013 | val_loss: 0.03123 | Time: 1850.9 ms
[2020-11-21 23:19:22	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0309915 | val_loss: 0.0312414 | Time: 1845.9 ms
[2020-11-21 23:19:24	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0309903 | val_loss: 0.0312485 | Time: 1847.12 ms
[2020-11-21 23:19:26	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0309983 | val_loss: 0.0312194 | Time: 1857.09 ms
[2020-11-21 23:19:28	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0310074 | val_loss: 0.0312191 | Time: 1858.64 ms
[2020-11-21 23:19:29	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0310038 | val_loss: 0.0312274 | Time: 1876.3 ms
[2020-11-21 23:19:31	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0309928 | val_loss: 0.0312387 | Time: 1887.8 ms
[2020-11-21 23:19:33	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0309952 | val_loss: 0.0312145 | Time: 1857.81 ms
[2020-11-21 23:19:35	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0309959 | val_loss: 0.0312326 | Time: 1843.8 ms
[2020-11-21 23:19:37	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0310144 | val_loss: 0.0312063 | Time: 1861.02 ms
[2020-11-21 23:19:39	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0310164 | val_loss: 0.031231 | Time: 1851.77 ms
[2020-11-21 23:19:41	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0310101 | val_loss: 0.0312267 | Time: 1875.15 ms
[2020-11-21 23:19:42	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0309893 | val_loss: 0.0312247 | Time: 1867.96 ms
[2020-11-21 23:19:44	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0309897 | val_loss: 0.0312288 | Time: 1885.76 ms
[2020-11-21 23:19:46	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0309866 | val_loss: 0.0312297 | Time: 1854.55 ms
[2020-11-21 23:19:48	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0309981 | val_loss: 0.0312121 | Time: 1864.7 ms
[2020-11-21 23:19:50	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0309935 | val_loss: 0.0312366 | Time: 1842.59 ms
[2020-11-21 23:19:52	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0309912 | val_loss: 0.0312453 | Time: 1836 ms
[2020-11-21 23:19:54	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0309963 | val_loss: 0.0312413 | Time: 1840.12 ms
[2020-11-21 23:19:56	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0309939 | val_loss: 0.0312152 | Time: 1858.29 ms
[2020-11-21 23:19:57	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0309885 | val_loss: 0.0312325 | Time: 1848.58 ms
[2020-11-21 23:19:59	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0309891 | val_loss: 0.0312222 | Time: 1853.35 ms
[2020-11-21 23:20:01	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0309865 | val_loss: 0.0312378 | Time: 1867.95 ms
[2020-11-21 23:20:03	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0309867 | val_loss: 0.0312312 | Time: 1866.4 ms
[2020-11-21 23:20:05	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0309929 | val_loss: 0.0312167 | Time: 1861.28 ms
[2020-11-21 23:20:07	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0309894 | val_loss: 0.0312418 | Time: 1859.93 ms
[2020-11-21 23:20:09	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0309968 | val_loss: 0.0312138 | Time: 1848.59 ms
[2020-11-21 23:20:10	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0309997 | val_loss: 0.0312278 | Time: 1848.7 ms
[2020-11-21 23:20:12	                main:574]	:	INFO	:	Epoch 903 | loss: 0.030998 | val_loss: 0.0312351 | Time: 1837.93 ms
[2020-11-21 23:20:14	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0309915 | val_loss: 0.0312377 | Time: 1863.73 ms
[2020-11-21 23:20:16	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0309909 | val_loss: 0.0312177 | Time: 1860.57 ms
[2020-11-21 23:20:18	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0309925 | val_loss: 0.0312374 | Time: 1857.82 ms
[2020-11-21 23:20:20	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0309868 | val_loss: 0.031236 | Time: 1860.33 ms
[2020-11-21 23:20:22	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0309852 | val_loss: 0.0312481 | Time: 1869.83 ms
[2020-11-21 23:20:24	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0309786 | val_loss: 0.0312238 | Time: 1869.31 ms
[2020-11-21 23:20:25	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0309941 | val_loss: 0.0312204 | Time: 1872.07 ms
[2020-11-21 23:20:27	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0310117 | val_loss: 0.0312246 | Time: 1843.43 ms
[2020-11-21 23:20:29	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0310016 | val_loss: 0.0312317 | Time: 1858.09 ms
[2020-11-21 23:20:31	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0309979 | val_loss: 0.0312273 | Time: 1833.52 ms
[2020-11-21 23:20:33	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0309988 | val_loss: 0.031217 | Time: 1867.78 ms
[2020-11-21 23:20:35	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0310084 | val_loss: 0.0312207 | Time: 1851.19 ms
[2020-11-21 23:20:37	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0310025 | val_loss: 0.0312236 | Time: 1841.38 ms
[2020-11-21 23:20:38	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0309954 | val_loss: 0.0312447 | Time: 1862.48 ms
[2020-11-21 23:20:40	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0309888 | val_loss: 0.0312105 | Time: 1866.32 ms
[2020-11-21 23:20:42	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0309937 | val_loss: 0.0312253 | Time: 1870.97 ms
[2020-11-21 23:20:44	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0309944 | val_loss: 0.0312375 | Time: 1871.25 ms
[2020-11-21 23:20:46	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0309913 | val_loss: 0.0312291 | Time: 1858.89 ms
[2020-11-21 23:20:48	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0309874 | val_loss: 0.0312152 | Time: 1850.65 ms
[2020-11-21 23:20:50	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0309998 | val_loss: 0.0312213 | Time: 1851.14 ms
[2020-11-21 23:20:51	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0309914 | val_loss: 0.0312391 | Time: 1854.83 ms
[2020-11-21 23:20:53	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0309917 | val_loss: 0.0312142 | Time: 1842.11 ms
[2020-11-21 23:20:55	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0309959 | val_loss: 0.0312487 | Time: 1840.97 ms
[2020-11-21 23:20:57	                main:574]	:	INFO	:	Epoch 927 | loss: 0.030995 | val_loss: 0.031229 | Time: 1850.86 ms
[2020-11-21 23:20:59	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0309874 | val_loss: 0.0312336 | Time: 1847.36 ms
[2020-11-21 23:21:01	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0309885 | val_loss: 0.0312272 | Time: 1859.67 ms
[2020-11-21 23:21:03	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0309969 | val_loss: 0.0312502 | Time: 1847.19 ms
[2020-11-21 23:21:04	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0310003 | val_loss: 0.0312154 | Time: 1844.96 ms
[2020-11-21 23:21:06	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0310054 | val_loss: 0.0312056 | Time: 1871.24 ms
[2020-11-21 23:21:08	                main:574]	:	INFO	:	Epoch 933 | loss: 0.030998 | val_loss: 0.031223 | Time: 1861.7 ms
[2020-11-21 23:21:10	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0309944 | val_loss: 0.0312343 | Time: 1866.24 ms
[2020-11-21 23:21:12	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0309972 | val_loss: 0.0312262 | Time: 1852.66 ms
[2020-11-21 23:21:14	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0309994 | val_loss: 0.0312096 | Time: 1855.76 ms
[2020-11-21 23:21:16	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0309998 | val_loss: 0.0312364 | Time: 1836.42 ms
[2020-11-21 23:21:17	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0309929 | val_loss: 0.0312301 | Time: 1858.43 ms
[2020-11-21 23:21:19	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0309849 | val_loss: 0.0312368 | Time: 1860.49 ms
[2020-11-21 23:21:21	                main:574]	:	INFO	:	Epoch 940 | loss: 0.030987 | val_loss: 0.0312284 | Time: 1845.45 ms
[2020-11-21 23:21:23	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0309969 | val_loss: 0.0312251 | Time: 1853.27 ms
[2020-11-21 23:21:25	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0309952 | val_loss: 0.0312319 | Time: 1851.65 ms
[2020-11-21 23:21:27	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0310178 | val_loss: 0.0312148 | Time: 1857.37 ms
[2020-11-21 23:21:29	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0310038 | val_loss: 0.03123 | Time: 1868.33 ms
[2020-11-21 23:21:31	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0309933 | val_loss: 0.0312369 | Time: 1858.78 ms
[2020-11-21 23:21:32	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0309887 | val_loss: 0.0312259 | Time: 1873.14 ms
[2020-11-21 23:21:34	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0309964 | val_loss: 0.0312291 | Time: 1863.63 ms
[2020-11-21 23:21:36	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0309916 | val_loss: 0.0312337 | Time: 1861.25 ms
[2020-11-21 23:21:38	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0309903 | val_loss: 0.0312334 | Time: 1840.8 ms
[2020-11-21 23:21:40	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0309905 | val_loss: 0.0312274 | Time: 1865.46 ms
[2020-11-21 23:21:42	                main:574]	:	INFO	:	Epoch 951 | loss: 0.030984 | val_loss: 0.0312298 | Time: 1843.23 ms
[2020-11-21 23:21:44	                main:574]	:	INFO	:	Epoch 952 | loss: 0.030987 | val_loss: 0.0312271 | Time: 1842.96 ms
[2020-11-21 23:21:45	                main:574]	:	INFO	:	Epoch 953 | loss: 0.03099 | val_loss: 0.0312402 | Time: 1827.87 ms
[2020-11-21 23:21:47	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0309892 | val_loss: 0.0312348 | Time: 1848.49 ms
[2020-11-21 23:21:49	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0309974 | val_loss: 0.0312409 | Time: 1870.04 ms
[2020-11-21 23:21:51	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0309928 | val_loss: 0.0312198 | Time: 1864.92 ms
[2020-11-21 23:21:53	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0309938 | val_loss: 0.0312265 | Time: 1872.72 ms
[2020-11-21 23:21:55	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0309987 | val_loss: 0.0312286 | Time: 1875.97 ms
[2020-11-21 23:21:57	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0309893 | val_loss: 0.0312306 | Time: 1849.21 ms
[2020-11-21 23:21:59	                main:574]	:	INFO	:	Epoch 960 | loss: 0.030993 | val_loss: 0.0312373 | Time: 1839.05 ms
[2020-11-21 23:22:00	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0309937 | val_loss: 0.0312167 | Time: 1824.41 ms
[2020-11-21 23:22:02	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0309961 | val_loss: 0.0312444 | Time: 1829.33 ms
[2020-11-21 23:22:04	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0309943 | val_loss: 0.0312336 | Time: 1849.34 ms
[2020-11-21 23:22:06	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0309913 | val_loss: 0.0312306 | Time: 1860.47 ms
[2020-11-21 23:22:08	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0309877 | val_loss: 0.0312622 | Time: 1866.55 ms
[2020-11-21 23:22:10	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0309934 | val_loss: 0.0312306 | Time: 1866.34 ms
[2020-11-21 23:22:12	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0309978 | val_loss: 0.0312109 | Time: 1867.47 ms
[2020-11-21 23:22:13	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0309965 | val_loss: 0.0312393 | Time: 1853.65 ms
[2020-11-21 23:22:15	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0309875 | val_loss: 0.0312349 | Time: 1852.25 ms
[2020-11-21 23:22:17	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0310009 | val_loss: 0.0312246 | Time: 1857.79 ms
[2020-11-21 23:22:19	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0310158 | val_loss: 0.0312065 | Time: 1868.73 ms
[2020-11-21 23:22:21	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0310072 | val_loss: 0.0312119 | Time: 1853.78 ms
[2020-11-21 23:22:23	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0309987 | val_loss: 0.0312282 | Time: 1871.75 ms
[2020-11-21 23:22:25	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0309954 | val_loss: 0.0312124 | Time: 1821.58 ms
[2020-11-21 23:22:26	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0310099 | val_loss: 0.0312222 | Time: 1842.81 ms
[2020-11-21 23:22:28	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0309962 | val_loss: 0.0312377 | Time: 1848.27 ms
[2020-11-21 23:22:30	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0309942 | val_loss: 0.0312037 | Time: 1857.8 ms
[2020-11-21 23:22:32	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0309997 | val_loss: 0.0312239 | Time: 1863.24 ms
[2020-11-21 23:22:34	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0309939 | val_loss: 0.031235 | Time: 1862.35 ms
[2020-11-21 23:22:36	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0309949 | val_loss: 0.0312436 | Time: 1881.95 ms
[2020-11-21 23:22:38	                main:574]	:	INFO	:	Epoch 981 | loss: 0.0309883 | val_loss: 0.0312308 | Time: 1870.66 ms
[2020-11-21 23:22:40	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0309919 | val_loss: 0.0312044 | Time: 1865.52 ms
[2020-11-21 23:22:41	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0309919 | val_loss: 0.0312347 | Time: 1846.2 ms
[2020-11-21 23:22:43	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0309874 | val_loss: 0.0312299 | Time: 1850.05 ms
[2020-11-21 23:22:45	                main:574]	:	INFO	:	Epoch 985 | loss: 0.030987 | val_loss: 0.0312364 | Time: 1832.22 ms
[2020-11-21 23:22:47	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0309918 | val_loss: 0.0312414 | Time: 1842.32 ms
[2020-11-21 23:22:49	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0309896 | val_loss: 0.0312196 | Time: 1870 ms
[2020-11-21 23:22:51	                main:574]	:	INFO	:	Epoch 988 | loss: 0.03099 | val_loss: 0.0312281 | Time: 1844.85 ms
[2020-11-21 23:22:53	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0309922 | val_loss: 0.0312244 | Time: 1857.51 ms
[2020-11-21 23:22:54	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0309899 | val_loss: 0.0312415 | Time: 1852.75 ms
[2020-11-21 23:22:56	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0309889 | val_loss: 0.0312124 | Time: 1863.85 ms
[2020-11-21 23:22:58	                main:574]	:	INFO	:	Epoch 992 | loss: 0.030995 | val_loss: 0.0312214 | Time: 1849.25 ms
[2020-11-21 23:23:00	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0309904 | val_loss: 0.0312359 | Time: 1863.9 ms
[2020-11-21 23:23:02	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0309861 | val_loss: 0.0312333 | Time: 1851.5 ms
[2020-11-21 23:23:04	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0309905 | val_loss: 0.0312238 | Time: 1851.48 ms
[2020-11-21 23:23:06	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0309861 | val_loss: 0.0312321 | Time: 1856.19 ms
[2020-11-21 23:23:07	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0309976 | val_loss: 0.0312091 | Time: 1865.8 ms
[2020-11-21 23:23:09	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0310118 | val_loss: 0.0312334 | Time: 1848.26 ms
[2020-11-21 23:23:11	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0309979 | val_loss: 0.0312267 | Time: 1860.06 ms
[2020-11-21 23:23:13	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0309845 | val_loss: 0.0312322 | Time: 1859.79 ms
[2020-11-21 23:23:15	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0309884 | val_loss: 0.031221 | Time: 1853.28 ms
[2020-11-21 23:23:17	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0309957 | val_loss: 0.0312304 | Time: 1868.89 ms
[2020-11-21 23:23:19	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0309901 | val_loss: 0.0312309 | Time: 1872.01 ms
[2020-11-21 23:23:21	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0309917 | val_loss: 0.0312422 | Time: 1868.81 ms
[2020-11-21 23:23:22	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0309883 | val_loss: 0.0312204 | Time: 1849.43 ms
[2020-11-21 23:23:24	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0309873 | val_loss: 0.03124 | Time: 1845.87 ms
[2020-11-21 23:23:26	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0309882 | val_loss: 0.0312263 | Time: 1840.23 ms
[2020-11-21 23:23:28	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.030989 | val_loss: 0.0312416 | Time: 1837 ms
[2020-11-21 23:23:30	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0309909 | val_loss: 0.0312356 | Time: 1845.74 ms
[2020-11-21 23:23:32	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0309844 | val_loss: 0.0312399 | Time: 1857.26 ms
[2020-11-21 23:23:33	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0309875 | val_loss: 0.0312102 | Time: 1851.13 ms
[2020-11-21 23:23:35	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0309971 | val_loss: 0.0312278 | Time: 1853.79 ms
[2020-11-21 23:23:37	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0309858 | val_loss: 0.0312507 | Time: 1869.58 ms
[2020-11-21 23:23:39	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.03099 | val_loss: 0.0312154 | Time: 1866.76 ms
[2020-11-21 23:23:41	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0310273 | val_loss: 0.0311857 | Time: 1848.72 ms
[2020-11-21 23:23:43	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0310218 | val_loss: 0.0312216 | Time: 1852.79 ms
[2020-11-21 23:23:45	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0309991 | val_loss: 0.0312096 | Time: 1856.27 ms
[2020-11-21 23:23:47	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.030988 | val_loss: 0.0312394 | Time: 1847.91 ms
[2020-11-21 23:23:48	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0309944 | val_loss: 0.0312198 | Time: 1844.49 ms
[2020-11-21 23:23:50	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0309879 | val_loss: 0.0312334 | Time: 1857.63 ms
[2020-11-21 23:23:52	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0309835 | val_loss: 0.0312408 | Time: 1860.19 ms
[2020-11-21 23:23:54	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0309914 | val_loss: 0.0312194 | Time: 1860.88 ms
[2020-11-21 23:23:56	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0309966 | val_loss: 0.0312294 | Time: 1881.97 ms
[2020-11-21 23:23:58	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0309944 | val_loss: 0.0312271 | Time: 1870.85 ms
[2020-11-21 23:23:58	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312271
[2020-11-21 23:23:58	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-21 23:23:58	                main:608]	:	INFO	:	Success, exiting..
23:23:58 (42640): called boinc_finish(0)

</stderr_txt>
]]>


©2021 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)