Task 2962206

Name ParityModified-1605150957-26379-2_0
Workunit 1338308
Created 15 Nov 2020, 18:40:45 UTC
Sent 22 Nov 2020, 0:31:26 UTC
Report deadline 29 Nov 2020, 0:31:26 UTC
Received 22 Nov 2020, 1:34:28 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 164
Run time 31 min 30 sec
CPU time 31 min 14 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>
     main:574]	:	INFO	:	Epoch 514 | loss: 0.0310173 | val_loss: 0.0312324 | Time: 1869.37 ms
[2020-11-22 02:18:40	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0310128 | val_loss: 0.0312641 | Time: 1830.46 ms
[2020-11-22 02:18:42	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0310148 | val_loss: 0.0313026 | Time: 1809.68 ms
[2020-11-22 02:18:44	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0310182 | val_loss: 0.0313111 | Time: 1821.5 ms
[2020-11-22 02:18:46	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0310143 | val_loss: 0.0313115 | Time: 1846.08 ms
[2020-11-22 02:18:48	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0310105 | val_loss: 0.0313206 | Time: 1840.29 ms
[2020-11-22 02:18:50	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0310066 | val_loss: 0.0313152 | Time: 1821.6 ms
[2020-11-22 02:18:51	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0310092 | val_loss: 0.03128 | Time: 1830.66 ms
[2020-11-22 02:18:53	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0310117 | val_loss: 0.0312582 | Time: 1848.79 ms
[2020-11-22 02:18:55	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0310203 | val_loss: 0.0312902 | Time: 1861.62 ms
[2020-11-22 02:18:57	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0310052 | val_loss: 0.0313176 | Time: 1820.2 ms
[2020-11-22 02:18:59	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0309954 | val_loss: 0.0313078 | Time: 1829.27 ms
[2020-11-22 02:19:01	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0309935 | val_loss: 0.0312822 | Time: 1852.9 ms
[2020-11-22 02:19:02	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0310013 | val_loss: 0.0312859 | Time: 1849.53 ms
[2020-11-22 02:19:04	                main:574]	:	INFO	:	Epoch 528 | loss: 0.03101 | val_loss: 0.0312868 | Time: 1830.18 ms
[2020-11-22 02:19:06	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0309974 | val_loss: 0.0313004 | Time: 1828.2 ms
[2020-11-22 02:19:08	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0309993 | val_loss: 0.0313098 | Time: 1826.75 ms
[2020-11-22 02:19:10	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0310012 | val_loss: 0.0312965 | Time: 1830.15 ms
[2020-11-22 02:19:12	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0310123 | val_loss: 0.0313029 | Time: 1849.74 ms
[2020-11-22 02:19:13	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0310215 | val_loss: 0.0312704 | Time: 1826.72 ms
[2020-11-22 02:19:15	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0310207 | val_loss: 0.0312989 | Time: 1823.2 ms
[2020-11-22 02:19:17	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0310114 | val_loss: 0.0312932 | Time: 1820.68 ms
[2020-11-22 02:19:19	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0310012 | val_loss: 0.0312733 | Time: 1831.28 ms
[2020-11-22 02:19:21	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0310043 | val_loss: 0.0312936 | Time: 1849.18 ms
[2020-11-22 02:19:23	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0310029 | val_loss: 0.0312554 | Time: 1844.68 ms
[2020-11-22 02:19:25	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0310099 | val_loss: 0.0312921 | Time: 1831.09 ms
[2020-11-22 02:19:26	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0310041 | val_loss: 0.0312867 | Time: 1830.46 ms
[2020-11-22 02:19:28	                main:574]	:	INFO	:	Epoch 541 | loss: 0.031006 | val_loss: 0.0313537 | Time: 1814.56 ms
[2020-11-22 02:19:30	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0310111 | val_loss: 0.0313099 | Time: 1819.4 ms
[2020-11-22 02:19:32	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0310071 | val_loss: 0.0312695 | Time: 1834.52 ms
[2020-11-22 02:19:34	                main:574]	:	INFO	:	Epoch 544 | loss: 0.031009 | val_loss: 0.0312624 | Time: 1870.56 ms
[2020-11-22 02:19:36	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0310091 | val_loss: 0.0312543 | Time: 1840.13 ms
[2020-11-22 02:19:37	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0310121 | val_loss: 0.031247 | Time: 1839.58 ms
[2020-11-22 02:19:39	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0310154 | val_loss: 0.0312529 | Time: 1820.89 ms
[2020-11-22 02:19:41	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0310079 | val_loss: 0.0313155 | Time: 1824.23 ms
[2020-11-22 02:19:43	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0309969 | val_loss: 0.0313019 | Time: 1821.74 ms
[2020-11-22 02:19:45	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0310012 | val_loss: 0.0312879 | Time: 1805 ms
[2020-11-22 02:19:47	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0310072 | val_loss: 0.0313259 | Time: 1816.44 ms
[2020-11-22 02:19:48	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0310062 | val_loss: 0.0312797 | Time: 1817.62 ms
[2020-11-22 02:19:50	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0310002 | val_loss: 0.0312981 | Time: 1838.64 ms
[2020-11-22 02:19:52	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0310005 | val_loss: 0.0313061 | Time: 1835.79 ms
[2020-11-22 02:19:54	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0310011 | val_loss: 0.0313071 | Time: 1839.6 ms
[2020-11-22 02:19:56	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0310062 | val_loss: 0.0313122 | Time: 1866.02 ms
[2020-11-22 02:19:58	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0310043 | val_loss: 0.0313083 | Time: 1813.17 ms
[2020-11-22 02:19:59	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0310021 | val_loss: 0.031296 | Time: 1841.52 ms
[2020-11-22 02:20:01	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0309989 | val_loss: 0.0313008 | Time: 1835.15 ms
[2020-11-22 02:20:03	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0310031 | val_loss: 0.0312857 | Time: 1828.92 ms
[2020-11-22 02:20:05	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0310051 | val_loss: 0.0312836 | Time: 1800.51 ms
[2020-11-22 02:20:07	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0310064 | val_loss: 0.0313003 | Time: 1821.57 ms
[2020-11-22 02:20:09	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0310125 | val_loss: 0.031294 | Time: 1810.84 ms
[2020-11-22 02:20:10	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0310137 | val_loss: 0.0313024 | Time: 1834.65 ms
[2020-11-22 02:20:12	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0310232 | val_loss: 0.0312802 | Time: 1826.84 ms
[2020-11-22 02:20:14	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0310093 | val_loss: 0.0312956 | Time: 1864.69 ms
[2020-11-22 02:20:16	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0310047 | val_loss: 0.031269 | Time: 1849.93 ms
[2020-11-22 02:20:18	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0310081 | val_loss: 0.0312978 | Time: 1842.06 ms
[2020-11-22 02:20:20	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0310037 | val_loss: 0.0312953 | Time: 1823.49 ms
[2020-11-22 02:20:22	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0310027 | val_loss: 0.0312808 | Time: 1832.16 ms
[2020-11-22 02:20:23	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0310094 | val_loss: 0.0312596 | Time: 1821.45 ms
[2020-11-22 02:20:25	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0310274 | val_loss: 0.0312979 | Time: 1836.42 ms
[2020-11-22 02:20:27	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0310348 | val_loss: 0.0312813 | Time: 1831.04 ms
[2020-11-22 02:20:29	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0310145 | val_loss: 0.0312807 | Time: 1838.87 ms
[2020-11-22 02:20:31	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0310017 | val_loss: 0.0312734 | Time: 1827.36 ms
[2020-11-22 02:20:33	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0310042 | val_loss: 0.0312641 | Time: 1837.65 ms
[2020-11-22 02:20:34	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0310076 | val_loss: 0.0312816 | Time: 1836.34 ms
[2020-11-22 02:20:36	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0310049 | val_loss: 0.031296 | Time: 1833.64 ms
[2020-11-22 02:20:38	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0309964 | val_loss: 0.0313326 | Time: 1842.82 ms
[2020-11-22 02:20:40	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0309974 | val_loss: 0.0313272 | Time: 1849.39 ms
[2020-11-22 02:20:42	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0310093 | val_loss: 0.0312879 | Time: 1847.04 ms
[2020-11-22 02:20:44	                main:574]	:	INFO	:	Epoch 582 | loss: 0.031002 | val_loss: 0.0312938 | Time: 1836.59 ms
[2020-11-22 02:20:46	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0310102 | val_loss: 0.0312879 | Time: 1849.69 ms
[2020-11-22 02:20:47	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0310156 | val_loss: 0.0313216 | Time: 1827.05 ms
[2020-11-22 02:20:49	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0310148 | val_loss: 0.0312959 | Time: 1837.61 ms
[2020-11-22 02:20:51	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0310039 | val_loss: 0.0313098 | Time: 1841.86 ms
[2020-11-22 02:20:53	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0310064 | val_loss: 0.0313514 | Time: 1825.5 ms
[2020-11-22 02:20:55	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0310052 | val_loss: 0.0313263 | Time: 1832.28 ms
[2020-11-22 02:20:57	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0310022 | val_loss: 0.0313108 | Time: 1814.12 ms
[2020-11-22 02:20:58	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0310073 | val_loss: 0.0313082 | Time: 1832.34 ms
[2020-11-22 02:21:00	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0310013 | val_loss: 0.0312987 | Time: 1826.37 ms
[2020-11-22 02:21:02	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0310215 | val_loss: 0.0312719 | Time: 1813.27 ms
[2020-11-22 02:21:04	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0310128 | val_loss: 0.0312623 | Time: 1830.41 ms
[2020-11-22 02:21:06	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0310116 | val_loss: 0.0312653 | Time: 1853.72 ms
[2020-11-22 02:21:08	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0310001 | val_loss: 0.0312876 | Time: 1826.34 ms
[2020-11-22 02:21:09	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0309951 | val_loss: 0.0312809 | Time: 1831.83 ms
[2020-11-22 02:21:11	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0309994 | val_loss: 0.0312773 | Time: 1803.8 ms
[2020-11-22 02:21:13	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0309965 | val_loss: 0.0312921 | Time: 1804.96 ms
[2020-11-22 02:21:15	                main:574]	:	INFO	:	Epoch 599 | loss: 0.030995 | val_loss: 0.0312927 | Time: 1814.92 ms
[2020-11-22 02:21:17	                main:574]	:	INFO	:	Epoch 600 | loss: 0.031005 | val_loss: 0.0312615 | Time: 1836.66 ms
[2020-11-22 02:21:19	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0310063 | val_loss: 0.0312824 | Time: 1837.86 ms
[2020-11-22 02:21:20	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0310003 | val_loss: 0.0313027 | Time: 1849.27 ms
[2020-11-22 02:21:22	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0310029 | val_loss: 0.031284 | Time: 1863.73 ms
[2020-11-22 02:21:24	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0310096 | val_loss: 0.0312791 | Time: 1863.88 ms
[2020-11-22 02:21:26	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0310059 | val_loss: 0.0313056 | Time: 1841.16 ms
[2020-11-22 02:21:28	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0310207 | val_loss: 0.0312781 | Time: 1841.13 ms
[2020-11-22 02:21:30	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0310296 | val_loss: 0.0313044 | Time: 1843.9 ms
[2020-11-22 02:21:32	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0310207 | val_loss: 0.0313069 | Time: 1834.96 ms
[2020-11-22 02:21:33	                main:574]	:	INFO	:	Epoch 609 | loss: 0.031017 | val_loss: 0.0313079 | Time: 1818.61 ms
[2020-11-22 02:21:35	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0310403 | val_loss: 0.0312732 | Time: 1842.77 ms
[2020-11-22 02:21:37	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0310158 | val_loss: 0.0312881 | Time: 1822.78 ms
[2020-11-22 02:21:39	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0310061 | val_loss: 0.0312759 | Time: 1844.95 ms
[2020-11-22 02:21:41	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0310125 | val_loss: 0.0312635 | Time: 1845.41 ms
[2020-11-22 02:21:43	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0310072 | val_loss: 0.0312545 | Time: 1823.32 ms
[2020-11-22 02:21:44	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0310076 | val_loss: 0.031285 | Time: 1824.24 ms
[2020-11-22 02:21:46	                main:574]	:	INFO	:	Epoch 616 | loss: 0.030999 | val_loss: 0.0313087 | Time: 1807.04 ms
[2020-11-22 02:21:48	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0309958 | val_loss: 0.031321 | Time: 1832.48 ms
[2020-11-22 02:21:50	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0309975 | val_loss: 0.0312822 | Time: 1805.36 ms
[2020-11-22 02:21:52	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0310013 | val_loss: 0.0312953 | Time: 1823.74 ms
[2020-11-22 02:21:54	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0310043 | val_loss: 0.0312692 | Time: 1838.65 ms
[2020-11-22 02:21:55	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0310099 | val_loss: 0.0312689 | Time: 1871.93 ms
[2020-11-22 02:21:57	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0310091 | val_loss: 0.0312725 | Time: 1841.39 ms
[2020-11-22 02:21:59	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0310074 | val_loss: 0.0312736 | Time: 1848.99 ms
[2020-11-22 02:22:01	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0310056 | val_loss: 0.0312827 | Time: 1824.5 ms
[2020-11-22 02:22:03	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0310049 | val_loss: 0.031288 | Time: 1814.37 ms
[2020-11-22 02:22:05	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0310049 | val_loss: 0.0313169 | Time: 1819.01 ms
[2020-11-22 02:22:06	                main:574]	:	INFO	:	Epoch 627 | loss: 0.031 | val_loss: 0.0312844 | Time: 1831.76 ms
[2020-11-22 02:22:08	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0310005 | val_loss: 0.0313182 | Time: 1832.32 ms
[2020-11-22 02:22:10	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0310072 | val_loss: 0.0313005 | Time: 1827.38 ms
[2020-11-22 02:22:12	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0310128 | val_loss: 0.0312763 | Time: 1829.2 ms
[2020-11-22 02:22:14	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0310112 | val_loss: 0.0312651 | Time: 1862.68 ms
[2020-11-22 02:22:16	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0310043 | val_loss: 0.0312802 | Time: 1856.14 ms
[2020-11-22 02:22:18	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0309999 | val_loss: 0.0312632 | Time: 1818.11 ms
[2020-11-22 02:22:19	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0310032 | val_loss: 0.0312897 | Time: 1835.23 ms
[2020-11-22 02:22:21	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0309961 | val_loss: 0.0312948 | Time: 1829.06 ms
[2020-11-22 02:22:23	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0309968 | val_loss: 0.0313067 | Time: 1827.41 ms
[2020-11-22 02:22:25	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0309945 | val_loss: 0.0313057 | Time: 1798.98 ms
[2020-11-22 02:22:27	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0310058 | val_loss: 0.0312701 | Time: 1806.58 ms
[2020-11-22 02:22:28	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0310071 | val_loss: 0.0312919 | Time: 1813.94 ms
[2020-11-22 02:22:30	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0310057 | val_loss: 0.0312812 | Time: 1799.1 ms
[2020-11-22 02:22:32	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0310042 | val_loss: 0.0312992 | Time: 1809.36 ms
[2020-11-22 02:22:34	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0309968 | val_loss: 0.0312724 | Time: 1844.68 ms
[2020-11-22 02:22:36	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0309914 | val_loss: 0.0312911 | Time: 1845.1 ms
[2020-11-22 02:22:38	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0309925 | val_loss: 0.0312801 | Time: 1828.53 ms
[2020-11-22 02:22:39	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0310305 | val_loss: 0.0313247 | Time: 1832.91 ms
[2020-11-22 02:22:41	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0310071 | val_loss: 0.0312912 | Time: 1822.52 ms
[2020-11-22 02:22:43	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0310042 | val_loss: 0.0312969 | Time: 1831.81 ms
[2020-11-22 02:22:45	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0309953 | val_loss: 0.0313171 | Time: 1829.99 ms
[2020-11-22 02:22:47	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0309968 | val_loss: 0.0312701 | Time: 1816.52 ms
[2020-11-22 02:22:49	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0310035 | val_loss: 0.0313189 | Time: 1803.76 ms
[2020-11-22 02:22:50	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0310004 | val_loss: 0.0312823 | Time: 1835.46 ms
[2020-11-22 02:22:52	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0309957 | val_loss: 0.0313145 | Time: 1855.45 ms
[2020-11-22 02:22:54	                main:574]	:	INFO	:	Epoch 653 | loss: 0.03101 | val_loss: 0.0312816 | Time: 1878.79 ms
[2020-11-22 02:22:56	                main:574]	:	INFO	:	Epoch 654 | loss: 0.031008 | val_loss: 0.0312889 | Time: 1852.74 ms
[2020-11-22 02:22:58	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0310071 | val_loss: 0.0313118 | Time: 1824.89 ms
[2020-11-22 02:23:00	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0310078 | val_loss: 0.0312739 | Time: 1819.47 ms
[2020-11-22 02:23:02	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0310025 | val_loss: 0.031276 | Time: 1816.65 ms
[2020-11-22 02:23:03	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0310018 | val_loss: 0.0312717 | Time: 1829.31 ms
[2020-11-22 02:23:05	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0310044 | val_loss: 0.0313137 | Time: 1829.28 ms
[2020-11-22 02:23:07	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0310057 | val_loss: 0.0312814 | Time: 1817.65 ms
[2020-11-22 02:23:09	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0310064 | val_loss: 0.0312959 | Time: 1845.54 ms
[2020-11-22 02:23:11	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0310005 | val_loss: 0.0313014 | Time: 1842.43 ms
[2020-11-22 02:23:13	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0310207 | val_loss: 0.0312744 | Time: 1847.02 ms
[2020-11-22 02:23:14	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0310175 | val_loss: 0.0312677 | Time: 1839.2 ms
[2020-11-22 02:23:16	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0310222 | val_loss: 0.0312842 | Time: 1834.49 ms
[2020-11-22 02:23:18	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0310114 | val_loss: 0.0313003 | Time: 1832.07 ms
[2020-11-22 02:23:20	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0310134 | val_loss: 0.0312923 | Time: 1830.18 ms
[2020-11-22 02:23:22	                main:574]	:	INFO	:	Epoch 668 | loss: 0.031015 | val_loss: 0.0312545 | Time: 1831.78 ms
[2020-11-22 02:23:24	                main:574]	:	INFO	:	Epoch 669 | loss: 0.031011 | val_loss: 0.0313037 | Time: 1799.55 ms
[2020-11-22 02:23:25	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0310085 | val_loss: 0.0312669 | Time: 1809.18 ms
[2020-11-22 02:23:27	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0310021 | val_loss: 0.031277 | Time: 1815.21 ms
[2020-11-22 02:23:29	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0310108 | val_loss: 0.0312843 | Time: 1839.04 ms
[2020-11-22 02:23:31	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0310086 | val_loss: 0.0313088 | Time: 1825.12 ms
[2020-11-22 02:23:33	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0310031 | val_loss: 0.0312593 | Time: 1844.36 ms
[2020-11-22 02:23:35	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0309982 | val_loss: 0.0312902 | Time: 1827.06 ms
[2020-11-22 02:23:36	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0310014 | val_loss: 0.0312974 | Time: 1809.32 ms
[2020-11-22 02:23:38	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0309939 | val_loss: 0.0312871 | Time: 1836.09 ms
[2020-11-22 02:23:40	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0310078 | val_loss: 0.0312974 | Time: 1832.7 ms
[2020-11-22 02:23:42	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0310085 | val_loss: 0.0312896 | Time: 1827.68 ms
[2020-11-22 02:23:44	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0309955 | val_loss: 0.0313038 | Time: 1811.48 ms
[2020-11-22 02:23:46	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0309987 | val_loss: 0.0312792 | Time: 1805.55 ms
[2020-11-22 02:23:47	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0309978 | val_loss: 0.0312883 | Time: 1811.5 ms
[2020-11-22 02:23:49	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0310067 | val_loss: 0.031308 | Time: 1864.69 ms
[2020-11-22 02:23:51	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0309985 | val_loss: 0.0312918 | Time: 1838.44 ms
[2020-11-22 02:23:53	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0310031 | val_loss: 0.0313064 | Time: 1863.84 ms
[2020-11-22 02:23:55	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0310339 | val_loss: 0.0312905 | Time: 1850.98 ms
[2020-11-22 02:23:57	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0310227 | val_loss: 0.0313181 | Time: 1827.13 ms
[2020-11-22 02:23:59	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0310068 | val_loss: 0.0313069 | Time: 1814.05 ms
[2020-11-22 02:24:00	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0310317 | val_loss: 0.0312429 | Time: 1858.29 ms
[2020-11-22 02:24:02	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0310319 | val_loss: 0.0312804 | Time: 1826.08 ms
[2020-11-22 02:24:04	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0310085 | val_loss: 0.0312817 | Time: 1816.58 ms
[2020-11-22 02:24:06	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0310022 | val_loss: 0.0312928 | Time: 1799.18 ms
[2020-11-22 02:24:08	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0310129 | val_loss: 0.0313209 | Time: 1809.35 ms
[2020-11-22 02:24:10	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0310058 | val_loss: 0.0312775 | Time: 1829.8 ms
[2020-11-22 02:24:11	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0310039 | val_loss: 0.03133 | Time: 1844.02 ms
[2020-11-22 02:24:13	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0310106 | val_loss: 0.0312467 | Time: 1846.09 ms
[2020-11-22 02:24:15	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0310083 | val_loss: 0.0312741 | Time: 1846.48 ms
[2020-11-22 02:24:17	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0310113 | val_loss: 0.0312705 | Time: 1854.31 ms
[2020-11-22 02:24:19	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0310091 | val_loss: 0.0312732 | Time: 1826.67 ms
[2020-11-22 02:24:21	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0310309 | val_loss: 0.0313449 | Time: 1804.02 ms
[2020-11-22 02:24:22	                main:574]	:	INFO	:	Epoch 701 | loss: 0.0334084 | val_loss: 0.0318432 | Time: 1811.34 ms
[2020-11-22 02:24:24	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0372362 | val_loss: 0.0319749 | Time: 1832.47 ms
[2020-11-22 02:24:26	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0317786 | val_loss: 0.0313232 | Time: 1830.19 ms
[2020-11-22 02:24:28	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0313163 | val_loss: 0.0312967 | Time: 1832.71 ms
[2020-11-22 02:24:30	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0312723 | val_loss: 0.0312634 | Time: 1830.03 ms
[2020-11-22 02:24:32	                main:574]	:	INFO	:	Epoch 706 | loss: 0.03126 | val_loss: 0.0312608 | Time: 1861.96 ms
[2020-11-22 02:24:33	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0312574 | val_loss: 0.0312559 | Time: 1866.5 ms
[2020-11-22 02:24:35	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0312548 | val_loss: 0.031254 | Time: 1842.21 ms
[2020-11-22 02:24:37	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0312539 | val_loss: 0.0312538 | Time: 1831.4 ms
[2020-11-22 02:24:39	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0312545 | val_loss: 0.0312532 | Time: 1844.58 ms
[2020-11-22 02:24:41	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0312533 | val_loss: 0.0312548 | Time: 1802.85 ms
[2020-11-22 02:24:43	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 1806.6 ms
[2020-11-22 02:24:44	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0312519 | val_loss: 0.0312526 | Time: 1822.46 ms
[2020-11-22 02:24:46	                main:574]	:	INFO	:	Epoch 714 | loss: 0.0312525 | val_loss: 0.0312533 | Time: 1797.68 ms
[2020-11-22 02:24:48	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0312519 | val_loss: 0.031254 | Time: 1830.85 ms
[2020-11-22 02:24:50	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 1847.21 ms
[2020-11-22 02:24:52	                main:574]	:	INFO	:	Epoch 717 | loss: 0.031252 | val_loss: 0.0312515 | Time: 1840.13 ms
[2020-11-22 02:24:54	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1849.96 ms
[2020-11-22 02:24:56	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1845.03 ms
[2020-11-22 02:24:57	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0312516 | val_loss: 0.031252 | Time: 1801.81 ms
[2020-11-22 02:24:59	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0312512 | val_loss: 0.0312537 | Time: 1812.44 ms
[2020-11-22 02:25:01	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 1818.85 ms
[2020-11-22 02:25:03	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0312516 | val_loss: 0.0312514 | Time: 1827.9 ms
[2020-11-22 02:25:05	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1828.39 ms
[2020-11-22 02:25:06	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1814.61 ms
[2020-11-22 02:25:08	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1827.36 ms
[2020-11-22 02:25:10	                main:574]	:	INFO	:	Epoch 727 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1834.7 ms
[2020-11-22 02:25:12	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1861.16 ms
[2020-11-22 02:25:14	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1863.02 ms
[2020-11-22 02:25:16	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 1853.89 ms
[2020-11-22 02:25:18	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1828.38 ms
[2020-11-22 02:25:19	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 1797.32 ms
[2020-11-22 02:25:21	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1786.91 ms
[2020-11-22 02:25:23	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1803.26 ms
[2020-11-22 02:25:25	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1832.44 ms
[2020-11-22 02:25:27	                main:574]	:	INFO	:	Epoch 736 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1819.34 ms
[2020-11-22 02:25:29	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 1846.46 ms
[2020-11-22 02:25:30	                main:574]	:	INFO	:	Epoch 738 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1841.29 ms
[2020-11-22 02:25:32	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 1834.13 ms
[2020-11-22 02:25:34	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1812.74 ms
[2020-11-22 02:25:36	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1839.06 ms
[2020-11-22 02:25:38	                main:574]	:	INFO	:	Epoch 742 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1818.17 ms
[2020-11-22 02:25:40	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1844.95 ms
[2020-11-22 02:25:41	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 1840.41 ms
[2020-11-22 02:25:43	                main:574]	:	INFO	:	Epoch 745 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1844.11 ms
[2020-11-22 02:25:45	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1816.4 ms
[2020-11-22 02:25:47	                main:574]	:	INFO	:	Epoch 747 | loss: 0.031251 | val_loss: 0.0312519 | Time: 1849.2 ms
[2020-11-22 02:25:49	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1838.44 ms
[2020-11-22 02:25:51	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1832.22 ms
[2020-11-22 02:25:52	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 1837.16 ms
[2020-11-22 02:25:54	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1862.83 ms
[2020-11-22 02:25:56	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0312517 | val_loss: 0.0312667 | Time: 1839.12 ms
[2020-11-22 02:25:58	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0312562 | val_loss: 0.0312538 | Time: 1851.31 ms
[2020-11-22 02:26:00	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0312525 | val_loss: 0.0312519 | Time: 1843.83 ms
[2020-11-22 02:26:02	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0312515 | val_loss: 0.031251 | Time: 1835.92 ms
[2020-11-22 02:26:04	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 1815.36 ms
[2020-11-22 02:26:05	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 1827.9 ms
[2020-11-22 02:26:07	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0312513 | val_loss: 0.0312559 | Time: 1812.98 ms
[2020-11-22 02:26:09	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0312528 | val_loss: 0.0312519 | Time: 1821.13 ms
[2020-11-22 02:26:11	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 1853.18 ms
[2020-11-22 02:26:13	                main:574]	:	INFO	:	Epoch 761 | loss: 0.03125 | val_loss: 0.0312507 | Time: 1843.47 ms
[2020-11-22 02:26:15	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1858.76 ms
[2020-11-22 02:26:16	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0312509 | val_loss: 0.0312538 | Time: 1833.04 ms
[2020-11-22 02:26:18	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0312502 | val_loss: 0.0312523 | Time: 1842.87 ms
[2020-11-22 02:26:20	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1829.84 ms
[2020-11-22 02:26:22	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 1829.5 ms
[2020-11-22 02:26:24	                main:574]	:	INFO	:	Epoch 767 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1840.42 ms
[2020-11-22 02:26:26	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0312499 | val_loss: 0.031251 | Time: 1796.52 ms
[2020-11-22 02:26:27	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1792.5 ms
[2020-11-22 02:26:29	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 1797.67 ms
[2020-11-22 02:26:31	                main:574]	:	INFO	:	Epoch 771 | loss: 0.03125 | val_loss: 0.0312509 | Time: 1847.47 ms
[2020-11-22 02:26:33	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 1858.04 ms
[2020-11-22 02:26:35	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1838.78 ms
[2020-11-22 02:26:37	                main:574]	:	INFO	:	Epoch 774 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1825.48 ms
[2020-11-22 02:26:38	                main:574]	:	INFO	:	Epoch 775 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1835.37 ms
[2020-11-22 02:26:40	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1853.2 ms
[2020-11-22 02:26:42	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 1819.01 ms
[2020-11-22 02:26:44	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 1826.17 ms
[2020-11-22 02:26:46	                main:574]	:	INFO	:	Epoch 779 | loss: 0.03125 | val_loss: 0.0312512 | Time: 1810.06 ms
[2020-11-22 02:26:48	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1804.08 ms
[2020-11-22 02:26:49	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1826.35 ms
[2020-11-22 02:26:51	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1815.68 ms
[2020-11-22 02:26:53	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 1832 ms
[2020-11-22 02:26:55	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1839.29 ms
[2020-11-22 02:26:57	                main:574]	:	INFO	:	Epoch 785 | loss: 0.03125 | val_loss: 0.0312508 | Time: 1826.8 ms
[2020-11-22 02:26:59	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1841.59 ms
[2020-11-22 02:27:01	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1834.25 ms
[2020-11-22 02:27:02	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1825.32 ms
[2020-11-22 02:27:04	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 1802.37 ms
[2020-11-22 02:27:06	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 1811.57 ms
[2020-11-22 02:27:08	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0312501 | val_loss: 0.0312541 | Time: 1841.08 ms
[2020-11-22 02:27:10	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1850.73 ms
[2020-11-22 02:27:12	                main:574]	:	INFO	:	Epoch 793 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1850.84 ms
[2020-11-22 02:27:13	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1850.99 ms
[2020-11-22 02:27:15	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 1847.03 ms
[2020-11-22 02:27:17	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1809.19 ms
[2020-11-22 02:27:19	                main:574]	:	INFO	:	Epoch 797 | loss: 0.03125 | val_loss: 0.0312505 | Time: 1827.12 ms
[2020-11-22 02:27:21	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0312498 | val_loss: 0.0312525 | Time: 1834.36 ms
[2020-11-22 02:27:23	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 1846.45 ms
[2020-11-22 02:27:24	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0312499 | val_loss: 0.0312536 | Time: 1835.63 ms
[2020-11-22 02:27:26	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1843.15 ms
[2020-11-22 02:27:28	                main:574]	:	INFO	:	Epoch 802 | loss: 0.0312491 | val_loss: 0.0312527 | Time: 1863.6 ms
[2020-11-22 02:27:30	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1844.66 ms
[2020-11-22 02:27:32	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0312523 | val_loss: 0.0312571 | Time: 1834.57 ms
[2020-11-22 02:27:34	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0312525 | val_loss: 0.0312501 | Time: 1833.72 ms
[2020-11-22 02:27:36	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0312512 | val_loss: 0.0312502 | Time: 1824.92 ms
[2020-11-22 02:27:37	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1837.54 ms
[2020-11-22 02:27:39	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 1819.11 ms
[2020-11-22 02:27:41	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 1857.64 ms
[2020-11-22 02:27:43	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1852.71 ms
[2020-11-22 02:27:45	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1849.47 ms
[2020-11-22 02:27:47	                main:574]	:	INFO	:	Epoch 812 | loss: 0.031249 | val_loss: 0.0312504 | Time: 1831.83 ms
[2020-11-22 02:27:48	                main:574]	:	INFO	:	Epoch 813 | loss: 0.03125 | val_loss: 0.0312516 | Time: 1862.88 ms
[2020-11-22 02:27:50	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 1838.83 ms
[2020-11-22 02:27:52	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0312491 | val_loss: 0.0312516 | Time: 1819.02 ms
[2020-11-22 02:27:54	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0312487 | val_loss: 0.0312518 | Time: 1836.68 ms
[2020-11-22 02:27:56	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0312489 | val_loss: 0.0312503 | Time: 1815.15 ms
[2020-11-22 02:27:58	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1830.96 ms
[2020-11-22 02:28:00	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0312487 | val_loss: 0.0312509 | Time: 1847.65 ms
[2020-11-22 02:28:01	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0312484 | val_loss: 0.0312507 | Time: 1829.09 ms
[2020-11-22 02:28:03	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0312487 | val_loss: 0.0312506 | Time: 1817.7 ms
[2020-11-22 02:28:05	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0312485 | val_loss: 0.03125 | Time: 1830.05 ms
[2020-11-22 02:28:07	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0312487 | val_loss: 0.0312529 | Time: 1849.5 ms
[2020-11-22 02:28:09	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0312497 | val_loss: 0.0312523 | Time: 1841.09 ms
[2020-11-22 02:28:11	                main:574]	:	INFO	:	Epoch 825 | loss: 0.031251 | val_loss: 0.0312527 | Time: 1827.06 ms
[2020-11-22 02:28:12	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0312499 | val_loss: 0.0312528 | Time: 1817.21 ms
[2020-11-22 02:28:14	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1809.61 ms
[2020-11-22 02:28:16	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1804.9 ms
[2020-11-22 02:28:18	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0312489 | val_loss: 0.0312526 | Time: 1820.18 ms
[2020-11-22 02:28:20	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0312505 | val_loss: 0.0312536 | Time: 1824.1 ms
[2020-11-22 02:28:22	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1838.45 ms
[2020-11-22 02:28:23	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0312481 | val_loss: 0.0312498 | Time: 1840.36 ms
[2020-11-22 02:28:25	                main:574]	:	INFO	:	Epoch 833 | loss: 0.03125 | val_loss: 0.031251 | Time: 1860.97 ms
[2020-11-22 02:28:27	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1857.86 ms
[2020-11-22 02:28:29	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 1855.91 ms
[2020-11-22 02:28:31	                main:574]	:	INFO	:	Epoch 836 | loss: 0.031248 | val_loss: 0.0312512 | Time: 1812.06 ms
[2020-11-22 02:28:33	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0312477 | val_loss: 0.0312507 | Time: 1796.84 ms
[2020-11-22 02:28:34	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0312474 | val_loss: 0.03125 | Time: 1780.9 ms
[2020-11-22 02:28:36	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0312472 | val_loss: 0.0312492 | Time: 1793.08 ms
[2020-11-22 02:28:38	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0312482 | val_loss: 0.0312491 | Time: 1809.97 ms
[2020-11-22 02:28:40	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0312477 | val_loss: 0.0312508 | Time: 1812.1 ms
[2020-11-22 02:28:42	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0312485 | val_loss: 0.0312498 | Time: 1818.68 ms
[2020-11-22 02:28:44	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0312504 | val_loss: 0.0312568 | Time: 1831.85 ms
[2020-11-22 02:28:45	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 1841.48 ms
[2020-11-22 02:28:47	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0312486 | val_loss: 0.0312513 | Time: 1859.47 ms
[2020-11-22 02:28:49	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0312471 | val_loss: 0.0312489 | Time: 1850.09 ms
[2020-11-22 02:28:51	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0312466 | val_loss: 0.0312496 | Time: 1809.43 ms
[2020-11-22 02:28:53	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0312482 | val_loss: 0.0312516 | Time: 1803.85 ms
[2020-11-22 02:28:55	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0312497 | val_loss: 0.031248 | Time: 1839.18 ms
[2020-11-22 02:28:56	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 1799.84 ms
[2020-11-22 02:28:58	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0312473 | val_loss: 0.0312494 | Time: 1805.06 ms
[2020-11-22 02:29:00	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0312453 | val_loss: 0.03125 | Time: 1821.54 ms
[2020-11-22 02:29:02	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0312465 | val_loss: 0.0312473 | Time: 1825.97 ms
[2020-11-22 02:29:04	                main:574]	:	INFO	:	Epoch 854 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1866.88 ms
[2020-11-22 02:29:06	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0312458 | val_loss: 0.0312495 | Time: 1869.11 ms
[2020-11-22 02:29:07	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 1874.8 ms
[2020-11-22 02:29:09	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1841.56 ms
[2020-11-22 02:29:11	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0312438 | val_loss: 0.0312525 | Time: 1805.88 ms
[2020-11-22 02:29:13	                main:574]	:	INFO	:	Epoch 859 | loss: 0.031244 | val_loss: 0.0312448 | Time: 1811.18 ms
[2020-11-22 02:29:15	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0312423 | val_loss: 0.0312457 | Time: 1816.7 ms
[2020-11-22 02:29:17	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0312419 | val_loss: 0.0312488 | Time: 1811.31 ms
[2020-11-22 02:29:18	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0312405 | val_loss: 0.0312457 | Time: 1803.84 ms
[2020-11-22 02:29:20	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0312402 | val_loss: 0.0312423 | Time: 1812.19 ms
[2020-11-22 02:29:22	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0312393 | val_loss: 0.0312411 | Time: 1816.88 ms
[2020-11-22 02:29:24	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0312378 | val_loss: 0.0312448 | Time: 1844.53 ms
[2020-11-22 02:29:26	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0312483 | val_loss: 0.0312391 | Time: 1876.37 ms
[2020-11-22 02:29:28	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0312572 | val_loss: 0.0312422 | Time: 1851.22 ms
[2020-11-22 02:29:30	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0312463 | val_loss: 0.031252 | Time: 1866.92 ms
[2020-11-22 02:29:31	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0312372 | val_loss: 0.0312388 | Time: 1863.04 ms
[2020-11-22 02:29:33	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0312343 | val_loss: 0.0312386 | Time: 1833.73 ms
[2020-11-22 02:29:35	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 1830.08 ms
[2020-11-22 02:29:37	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0312358 | val_loss: 0.0312436 | Time: 1793.33 ms
[2020-11-22 02:29:39	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0312393 | val_loss: 0.0312341 | Time: 1828.55 ms
[2020-11-22 02:29:41	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0312329 | val_loss: 0.031234 | Time: 1817.36 ms
[2020-11-22 02:29:42	                main:574]	:	INFO	:	Epoch 875 | loss: 0.03123 | val_loss: 0.0312309 | Time: 1832.23 ms
[2020-11-22 02:29:44	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0312288 | val_loss: 0.031229 | Time: 1813.91 ms
[2020-11-22 02:29:46	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0312344 | val_loss: 0.0312283 | Time: 1858.02 ms
[2020-11-22 02:29:48	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0312308 | val_loss: 0.0312275 | Time: 1856.29 ms
[2020-11-22 02:29:50	                main:574]	:	INFO	:	Epoch 879 | loss: 0.031225 | val_loss: 0.031223 | Time: 1856.65 ms
[2020-11-22 02:29:52	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0312295 | val_loss: 0.0312406 | Time: 1836.9 ms
[2020-11-22 02:29:54	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0312239 | val_loss: 0.0312252 | Time: 1833.63 ms
[2020-11-22 02:29:55	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0312207 | val_loss: 0.0312155 | Time: 1854.43 ms
[2020-11-22 02:29:57	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0312196 | val_loss: 0.0312127 | Time: 1825.59 ms
[2020-11-22 02:29:59	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0312165 | val_loss: 0.0312392 | Time: 1823.5 ms
[2020-11-22 02:30:01	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0312203 | val_loss: 0.0312346 | Time: 1827.86 ms
[2020-11-22 02:30:03	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0312171 | val_loss: 0.0312094 | Time: 1832.97 ms
[2020-11-22 02:30:05	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0312094 | val_loss: 0.0312051 | Time: 1839.67 ms
[2020-11-22 02:30:06	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0312065 | val_loss: 0.0312233 | Time: 1853.28 ms
[2020-11-22 02:30:08	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0312038 | val_loss: 0.0312006 | Time: 1858.32 ms
[2020-11-22 02:30:10	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0312044 | val_loss: 0.0312003 | Time: 1824.86 ms
[2020-11-22 02:30:12	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0312008 | val_loss: 0.0311973 | Time: 1841.71 ms
[2020-11-22 02:30:14	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0312021 | val_loss: 0.0311989 | Time: 1843.55 ms
[2020-11-22 02:30:16	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0312062 | val_loss: 0.0312078 | Time: 1800.81 ms
[2020-11-22 02:30:17	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0312041 | val_loss: 0.031199 | Time: 1819.42 ms
[2020-11-22 02:30:19	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311957 | val_loss: 0.0311961 | Time: 1821.72 ms
[2020-11-22 02:30:21	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311996 | val_loss: 0.0311986 | Time: 1863.46 ms
[2020-11-22 02:30:23	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0311989 | val_loss: 0.0311939 | Time: 1827.72 ms
[2020-11-22 02:30:25	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0312042 | val_loss: 0.0312249 | Time: 1840.1 ms
[2020-11-22 02:30:27	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0312178 | val_loss: 0.0312013 | Time: 1820.92 ms
[2020-11-22 02:30:28	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0311961 | val_loss: 0.0311921 | Time: 1807.6 ms
[2020-11-22 02:30:30	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311941 | val_loss: 0.0311908 | Time: 1808.94 ms
[2020-11-22 02:30:32	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0312041 | val_loss: 0.0312158 | Time: 1854.02 ms
[2020-11-22 02:30:34	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0312006 | val_loss: 0.0311922 | Time: 1849.78 ms
[2020-11-22 02:30:36	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0311932 | val_loss: 0.0311923 | Time: 1829.06 ms
[2020-11-22 02:30:38	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0311935 | val_loss: 0.0311901 | Time: 1835.54 ms
[2020-11-22 02:30:40	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0311894 | val_loss: 0.0311895 | Time: 1832.36 ms
[2020-11-22 02:30:41	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 1823.55 ms
[2020-11-22 02:30:43	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0311948 | val_loss: 0.0311916 | Time: 1841.6 ms
[2020-11-22 02:30:45	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311896 | val_loss: 0.0312256 | Time: 1826.35 ms
[2020-11-22 02:30:47	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 1823.63 ms
[2020-11-22 02:30:49	                main:574]	:	INFO	:	Epoch 911 | loss: 0.031193 | val_loss: 0.0311901 | Time: 1801.89 ms
[2020-11-22 02:30:51	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311863 | val_loss: 0.0311887 | Time: 1821.46 ms
[2020-11-22 02:30:52	                main:574]	:	INFO	:	Epoch 913 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1837.18 ms
[2020-11-22 02:30:54	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 1854.45 ms
[2020-11-22 02:30:56	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311962 | val_loss: 0.0311883 | Time: 1843.75 ms
[2020-11-22 02:30:58	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311871 | val_loss: 0.0312021 | Time: 1845.23 ms
[2020-11-22 02:31:00	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 1835.44 ms
[2020-11-22 02:31:02	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311835 | val_loss: 0.031188 | Time: 1850.32 ms
[2020-11-22 02:31:03	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311859 | val_loss: 0.0311972 | Time: 1831.66 ms
[2020-11-22 02:31:05	                main:574]	:	INFO	:	Epoch 920 | loss: 0.031188 | val_loss: 0.0311968 | Time: 1826.51 ms
[2020-11-22 02:31:07	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311811 | val_loss: 0.0311886 | Time: 1838.37 ms
[2020-11-22 02:31:09	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0311812 | val_loss: 0.0311911 | Time: 1828.31 ms
[2020-11-22 02:31:11	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0311801 | val_loss: 0.031187 | Time: 1831.03 ms
[2020-11-22 02:31:13	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311788 | val_loss: 0.0311888 | Time: 1820.66 ms
[2020-11-22 02:31:14	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311842 | val_loss: 0.0311904 | Time: 1837.88 ms
[2020-11-22 02:31:16	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311774 | val_loss: 0.0312094 | Time: 1841.98 ms
[2020-11-22 02:31:18	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311836 | val_loss: 0.0311889 | Time: 1841.09 ms
[2020-11-22 02:31:20	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311769 | val_loss: 0.0311948 | Time: 1857.64 ms
[2020-11-22 02:31:22	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311778 | val_loss: 0.0311879 | Time: 1847.39 ms
[2020-11-22 02:31:24	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311737 | val_loss: 0.0311876 | Time: 1841.44 ms
[2020-11-22 02:31:26	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311773 | val_loss: 0.031188 | Time: 1846.4 ms
[2020-11-22 02:31:27	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311742 | val_loss: 0.0311886 | Time: 1810.47 ms
[2020-11-22 02:31:29	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311776 | val_loss: 0.0311915 | Time: 1801.17 ms
[2020-11-22 02:31:31	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311766 | val_loss: 0.0311953 | Time: 1819.29 ms
[2020-11-22 02:31:33	                main:574]	:	INFO	:	Epoch 935 | loss: 0.031176 | val_loss: 0.0311948 | Time: 1838.17 ms
[2020-11-22 02:31:35	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311814 | val_loss: 0.0312037 | Time: 1845.22 ms
[2020-11-22 02:31:37	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 1820.76 ms
[2020-11-22 02:31:38	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311727 | val_loss: 0.0311888 | Time: 1847.7 ms
[2020-11-22 02:31:40	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311732 | val_loss: 0.0311871 | Time: 1809.03 ms
[2020-11-22 02:31:42	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311769 | val_loss: 0.0312089 | Time: 1828.34 ms
[2020-11-22 02:31:44	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 1841.49 ms
[2020-11-22 02:31:46	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311705 | val_loss: 0.0311877 | Time: 1859.25 ms
[2020-11-22 02:31:48	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311731 | val_loss: 0.0311946 | Time: 1841.23 ms
[2020-11-22 02:31:49	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311778 | val_loss: 0.0311888 | Time: 1830.72 ms
[2020-11-22 02:31:51	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311752 | val_loss: 0.0311885 | Time: 1843.56 ms
[2020-11-22 02:31:53	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311751 | val_loss: 0.0311857 | Time: 1827.23 ms
[2020-11-22 02:31:55	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 1836.21 ms
[2020-11-22 02:31:57	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0311766 | val_loss: 0.0311853 | Time: 1809.78 ms
[2020-11-22 02:31:59	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311786 | val_loss: 0.0311914 | Time: 1809.45 ms
[2020-11-22 02:32:00	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311725 | val_loss: 0.0311876 | Time: 1840.16 ms
[2020-11-22 02:32:02	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0311691 | val_loss: 0.0311867 | Time: 1835.06 ms
[2020-11-22 02:32:04	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311654 | val_loss: 0.0311878 | Time: 1821.23 ms
[2020-11-22 02:32:06	                main:574]	:	INFO	:	Epoch 953 | loss: 0.031169 | val_loss: 0.0311892 | Time: 1846.09 ms
[2020-11-22 02:32:08	                main:574]	:	INFO	:	Epoch 954 | loss: 0.031176 | val_loss: 0.031201 | Time: 1837.42 ms
[2020-11-22 02:32:10	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311689 | val_loss: 0.031192 | Time: 1828.63 ms
[2020-11-22 02:32:12	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311666 | val_loss: 0.031193 | Time: 1812.93 ms
[2020-11-22 02:32:13	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311666 | val_loss: 0.0311862 | Time: 1811.09 ms
[2020-11-22 02:32:15	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0311665 | val_loss: 0.0311897 | Time: 1839.45 ms
[2020-11-22 02:32:17	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311651 | val_loss: 0.0311871 | Time: 1810.88 ms
[2020-11-22 02:32:19	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311661 | val_loss: 0.0311871 | Time: 1835.36 ms
[2020-11-22 02:32:21	                main:574]	:	INFO	:	Epoch 961 | loss: 0.0311696 | val_loss: 0.0311938 | Time: 1832.91 ms
[2020-11-22 02:32:23	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311688 | val_loss: 0.0312005 | Time: 1816.63 ms
[2020-11-22 02:32:24	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311693 | val_loss: 0.0311935 | Time: 1836.74 ms
[2020-11-22 02:32:26	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311644 | val_loss: 0.0312 | Time: 1831.67 ms
[2020-11-22 02:32:28	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311671 | val_loss: 0.0311957 | Time: 1812.98 ms
[2020-11-22 02:32:30	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311658 | val_loss: 0.0311901 | Time: 1827.05 ms
[2020-11-22 02:32:32	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311671 | val_loss: 0.0311918 | Time: 1841.78 ms
[2020-11-22 02:32:34	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311622 | val_loss: 0.0311891 | Time: 1844.04 ms
[2020-11-22 02:32:35	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311609 | val_loss: 0.0311935 | Time: 1840.74 ms
[2020-11-22 02:32:37	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0311631 | val_loss: 0.0311952 | Time: 1813.13 ms
[2020-11-22 02:32:39	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0311628 | val_loss: 0.0311929 | Time: 1833.96 ms
[2020-11-22 02:32:41	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311626 | val_loss: 0.0311904 | Time: 1839.44 ms
[2020-11-22 02:32:43	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0311599 | val_loss: 0.0311892 | Time: 1839.77 ms
[2020-11-22 02:32:45	                main:574]	:	INFO	:	Epoch 974 | loss: 0.03116 | val_loss: 0.0311861 | Time: 1826.82 ms
[2020-11-22 02:32:46	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311598 | val_loss: 0.0311863 | Time: 1792.2 ms
[2020-11-22 02:32:48	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311662 | val_loss: 0.0311867 | Time: 1831.72 ms
[2020-11-22 02:32:50	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311604 | val_loss: 0.0311935 | Time: 1832.22 ms
[2020-11-22 02:32:52	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311621 | val_loss: 0.0311879 | Time: 1835.36 ms
[2020-11-22 02:32:54	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311593 | val_loss: 0.0311874 | Time: 1823.88 ms
[2020-11-22 02:32:56	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311584 | val_loss: 0.0311969 | Time: 1829.18 ms
[2020-11-22 02:32:57	                main:574]	:	INFO	:	Epoch 981 | loss: 0.031178 | val_loss: 0.0312279 | Time: 1841.09 ms
[2020-11-22 02:32:59	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0311713 | val_loss: 0.0311894 | Time: 1868.27 ms
[2020-11-22 02:33:01	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0311577 | val_loss: 0.0311927 | Time: 1854.89 ms
[2020-11-22 02:33:03	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0311578 | val_loss: 0.0311949 | Time: 1853.7 ms
[2020-11-22 02:33:05	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311561 | val_loss: 0.0311889 | Time: 1811.09 ms
[2020-11-22 02:33:07	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311566 | val_loss: 0.0311902 | Time: 1812.24 ms
[2020-11-22 02:33:08	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0311591 | val_loss: 0.0311915 | Time: 1820.79 ms
[2020-11-22 02:33:10	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311597 | val_loss: 0.0311965 | Time: 1839.43 ms
[2020-11-22 02:33:12	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311683 | val_loss: 0.031188 | Time: 1833.24 ms
[2020-11-22 02:33:14	                main:574]	:	INFO	:	Epoch 990 | loss: 0.031167 | val_loss: 0.0311885 | Time: 1804.01 ms
[2020-11-22 02:33:16	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0311641 | val_loss: 0.0311871 | Time: 1839.72 ms
[2020-11-22 02:33:18	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311608 | val_loss: 0.0311874 | Time: 1829.63 ms
[2020-11-22 02:33:20	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311585 | val_loss: 0.0311883 | Time: 1839.82 ms
[2020-11-22 02:33:21	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0311577 | val_loss: 0.0311976 | Time: 1837.55 ms
[2020-11-22 02:33:23	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311659 | val_loss: 0.0311811 | Time: 1850.62 ms
[2020-11-22 02:33:25	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0311661 | val_loss: 0.0311809 | Time: 1854.57 ms
[2020-11-22 02:33:27	                main:574]	:	INFO	:	Epoch 997 | loss: 0.031163 | val_loss: 0.031182 | Time: 1834 ms
[2020-11-22 02:33:29	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0311614 | val_loss: 0.0311821 | Time: 1831.47 ms
[2020-11-22 02:33:31	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0311582 | val_loss: 0.0311818 | Time: 1826.51 ms
[2020-11-22 02:33:32	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.031158 | val_loss: 0.0311842 | Time: 1839.5 ms
[2020-11-22 02:33:34	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0311562 | val_loss: 0.0311884 | Time: 1801.46 ms
[2020-11-22 02:33:36	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0311633 | val_loss: 0.0311855 | Time: 1809.65 ms
[2020-11-22 02:33:38	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0311617 | val_loss: 0.0311886 | Time: 1800.01 ms
[2020-11-22 02:33:40	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0311554 | val_loss: 0.0311846 | Time: 1816.26 ms
[2020-11-22 02:33:42	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0311533 | val_loss: 0.0311831 | Time: 1850.44 ms
[2020-11-22 02:33:43	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0311545 | val_loss: 0.0311845 | Time: 1866.58 ms
[2020-11-22 02:33:45	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.031158 | val_loss: 0.0311945 | Time: 1837.64 ms
[2020-11-22 02:33:47	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0311583 | val_loss: 0.0311851 | Time: 1859.43 ms
[2020-11-22 02:33:49	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0311541 | val_loss: 0.0311898 | Time: 1823.46 ms
[2020-11-22 02:33:51	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0311581 | val_loss: 0.0311988 | Time: 1852.98 ms
[2020-11-22 02:33:53	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0311591 | val_loss: 0.0311946 | Time: 1822.31 ms
[2020-11-22 02:33:54	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0311588 | val_loss: 0.0311876 | Time: 1810.24 ms
[2020-11-22 02:33:56	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0311555 | val_loss: 0.0311871 | Time: 1818.82 ms
[2020-11-22 02:33:58	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0311591 | val_loss: 0.031186 | Time: 1804.34 ms
[2020-11-22 02:34:00	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0311566 | val_loss: 0.0311828 | Time: 1831.78 ms
[2020-11-22 02:34:02	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.031153 | val_loss: 0.0311868 | Time: 1853.59 ms
[2020-11-22 02:34:04	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0311589 | val_loss: 0.031209 | Time: 1834.25 ms
[2020-11-22 02:34:06	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0311781 | val_loss: 0.0311916 | Time: 1829.62 ms
[2020-11-22 02:34:07	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0311624 | val_loss: 0.0311864 | Time: 1833.3 ms
[2020-11-22 02:34:09	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311555 | val_loss: 0.031188 | Time: 1822.61 ms
[2020-11-22 02:34:11	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.031157 | val_loss: 0.0311822 | Time: 1827.93 ms
[2020-11-22 02:34:13	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0311686 | val_loss: 0.031182 | Time: 1834.03 ms
[2020-11-22 02:34:15	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 1847.31 ms
[2020-11-22 02:34:17	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 1820.95 ms
[2020-11-22 02:34:17	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311812
[2020-11-22 02:34:17	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 02:34:17	                main:608]	:	INFO	:	Success, exiting..
02:34:17 (43668): 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)