Task 2956096

Name ParityMachine-1605152530-7806-2_0
Workunit 1333851
Created 15 Nov 2020, 8:45:44 UTC
Sent 22 Nov 2020, 4:02:11 UTC
Report deadline 29 Nov 2020, 4:02:11 UTC
Received 22 Nov 2020, 5:06:42 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 38 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>
74]	:	INFO	:	Epoch 514 | loss: 0.0311118 | val_loss: 0.0311882 | Time: 1847.77 ms
[2020-11-22 05:50:42	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0311087 | val_loss: 0.0311917 | Time: 1847.32 ms
[2020-11-22 05:50:43	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0311106 | val_loss: 0.0311847 | Time: 1855.04 ms
[2020-11-22 05:50:45	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0311122 | val_loss: 0.0311922 | Time: 1847.91 ms
[2020-11-22 05:50:47	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0311122 | val_loss: 0.0311807 | Time: 1852.92 ms
[2020-11-22 05:50:49	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0311094 | val_loss: 0.0311902 | Time: 1850.68 ms
[2020-11-22 05:50:51	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0311067 | val_loss: 0.0311966 | Time: 1856 ms
[2020-11-22 05:50:53	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0311066 | val_loss: 0.0312006 | Time: 1857.9 ms
[2020-11-22 05:50:55	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0311052 | val_loss: 0.0311836 | Time: 1846.83 ms
[2020-11-22 05:50:56	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0311058 | val_loss: 0.0311797 | Time: 1865.96 ms
[2020-11-22 05:50:58	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0311061 | val_loss: 0.0311808 | Time: 1846.82 ms
[2020-11-22 05:51:00	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0339679 | val_loss: 0.074462 | Time: 1841.05 ms
[2020-11-22 05:51:02	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0421488 | val_loss: 0.0515321 | Time: 1864.86 ms
[2020-11-22 05:51:04	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0348829 | val_loss: 0.0316822 | Time: 1850.69 ms
[2020-11-22 05:51:06	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0315269 | val_loss: 0.031343 | Time: 1869.44 ms
[2020-11-22 05:51:08	                main:574]	:	INFO	:	Epoch 529 | loss: 0.031286 | val_loss: 0.0312526 | Time: 1855.9 ms
[2020-11-22 05:51:09	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0312553 | val_loss: 0.0312518 | Time: 1859.63 ms
[2020-11-22 05:51:11	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 1863.33 ms
[2020-11-22 05:51:13	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1830.42 ms
[2020-11-22 05:51:15	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1863.49 ms
[2020-11-22 05:51:17	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0312479 | val_loss: 0.031248 | Time: 1866.17 ms
[2020-11-22 05:51:19	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 1863.04 ms
[2020-11-22 05:51:21	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 1859.95 ms
[2020-11-22 05:51:23	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 1862.76 ms
[2020-11-22 05:51:24	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0312467 | val_loss: 0.0312469 | Time: 1850.13 ms
[2020-11-22 05:51:26	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0312462 | val_loss: 0.0312465 | Time: 1859.16 ms
[2020-11-22 05:51:28	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0312459 | val_loss: 0.0312462 | Time: 1865.27 ms
[2020-11-22 05:51:30	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 1853.14 ms
[2020-11-22 05:51:32	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 1831.59 ms
[2020-11-22 05:51:34	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0312446 | val_loss: 0.0312452 | Time: 1844.79 ms
[2020-11-22 05:51:36	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 1850.02 ms
[2020-11-22 05:51:37	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 1850.23 ms
[2020-11-22 05:51:39	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0312432 | val_loss: 0.031244 | Time: 1877.13 ms
[2020-11-22 05:51:41	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0312424 | val_loss: 0.0312431 | Time: 1862.03 ms
[2020-11-22 05:51:43	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 1856.22 ms
[2020-11-22 05:51:45	                main:574]	:	INFO	:	Epoch 549 | loss: 0.031241 | val_loss: 0.0312419 | Time: 1853.57 ms
[2020-11-22 05:51:47	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0312403 | val_loss: 0.031241 | Time: 1873.18 ms
[2020-11-22 05:51:49	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0312393 | val_loss: 0.0312405 | Time: 1843.57 ms
[2020-11-22 05:51:50	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0312384 | val_loss: 0.0312398 | Time: 1826.7 ms
[2020-11-22 05:51:52	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0312375 | val_loss: 0.0312391 | Time: 1839.14 ms
[2020-11-22 05:51:54	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0312362 | val_loss: 0.0312374 | Time: 1852.71 ms
[2020-11-22 05:51:56	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 1870.21 ms
[2020-11-22 05:51:58	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0312333 | val_loss: 0.0312349 | Time: 1866.12 ms
[2020-11-22 05:52:00	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0312318 | val_loss: 0.0312335 | Time: 1866.33 ms
[2020-11-22 05:52:02	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0312301 | val_loss: 0.0312324 | Time: 1836.51 ms
[2020-11-22 05:52:03	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0312294 | val_loss: 0.0312325 | Time: 1835.7 ms
[2020-11-22 05:52:05	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0312273 | val_loss: 0.0312288 | Time: 1847.54 ms
[2020-11-22 05:52:07	                main:574]	:	INFO	:	Epoch 561 | loss: 0.031224 | val_loss: 0.0312272 | Time: 1844.75 ms
[2020-11-22 05:52:09	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0312221 | val_loss: 0.0312253 | Time: 1846.04 ms
[2020-11-22 05:52:11	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0312198 | val_loss: 0.0312233 | Time: 1838.29 ms
[2020-11-22 05:52:13	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0312173 | val_loss: 0.0312213 | Time: 1871.07 ms
[2020-11-22 05:52:15	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0312153 | val_loss: 0.0312196 | Time: 1855.62 ms
[2020-11-22 05:52:16	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0312133 | val_loss: 0.0312176 | Time: 1869.02 ms
[2020-11-22 05:52:18	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0312112 | val_loss: 0.0312162 | Time: 1870.02 ms
[2020-11-22 05:52:20	                main:574]	:	INFO	:	Epoch 568 | loss: 0.031209 | val_loss: 0.031215 | Time: 1882.94 ms
[2020-11-22 05:52:22	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0312083 | val_loss: 0.0312155 | Time: 1853.7 ms
[2020-11-22 05:52:24	                main:574]	:	INFO	:	Epoch 570 | loss: 0.031207 | val_loss: 0.0312127 | Time: 1823.83 ms
[2020-11-22 05:52:26	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0312041 | val_loss: 0.0312102 | Time: 1842.1 ms
[2020-11-22 05:52:28	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0312027 | val_loss: 0.0312095 | Time: 1836.87 ms
[2020-11-22 05:52:29	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0312017 | val_loss: 0.0312088 | Time: 1849.66 ms
[2020-11-22 05:52:31	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0311998 | val_loss: 0.0312061 | Time: 1848.8 ms
[2020-11-22 05:52:33	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0311984 | val_loss: 0.0312053 | Time: 1860.44 ms
[2020-11-22 05:52:35	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0311978 | val_loss: 0.0312045 | Time: 1895.61 ms
[2020-11-22 05:52:37	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0311972 | val_loss: 0.0312031 | Time: 1863.11 ms
[2020-11-22 05:52:39	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0311967 | val_loss: 0.0312028 | Time: 1854.19 ms
[2020-11-22 05:52:41	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0311956 | val_loss: 0.0312012 | Time: 1874.11 ms
[2020-11-22 05:52:43	                main:574]	:	INFO	:	Epoch 580 | loss: 0.0311938 | val_loss: 0.0312009 | Time: 1865.07 ms
[2020-11-22 05:52:44	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0311936 | val_loss: 0.0312087 | Time: 1860.26 ms
[2020-11-22 05:52:46	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0312003 | val_loss: 0.0312084 | Time: 1840.93 ms
[2020-11-22 05:52:48	                main:574]	:	INFO	:	Epoch 583 | loss: 0.031211 | val_loss: 0.0312098 | Time: 1859.77 ms
[2020-11-22 05:52:50	                main:574]	:	INFO	:	Epoch 584 | loss: 0.031208 | val_loss: 0.0312024 | Time: 1848.3 ms
[2020-11-22 05:52:52	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0312019 | val_loss: 0.0311976 | Time: 1863.08 ms
[2020-11-22 05:52:54	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0311961 | val_loss: 0.0311971 | Time: 1838.89 ms
[2020-11-22 05:52:56	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 1846.56 ms
[2020-11-22 05:52:57	                main:574]	:	INFO	:	Epoch 588 | loss: 0.03119 | val_loss: 0.0311919 | Time: 1844.46 ms
[2020-11-22 05:52:59	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0311884 | val_loss: 0.0311937 | Time: 1874.89 ms
[2020-11-22 05:53:01	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0311878 | val_loss: 0.0311899 | Time: 1864.38 ms
[2020-11-22 05:53:03	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 1876.15 ms
[2020-11-22 05:53:05	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0311868 | val_loss: 0.0311913 | Time: 1857.56 ms
[2020-11-22 05:53:07	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 1849.19 ms
[2020-11-22 05:53:09	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0311842 | val_loss: 0.0311897 | Time: 1851.41 ms
[2020-11-22 05:53:10	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0311848 | val_loss: 0.0311904 | Time: 1850.5 ms
[2020-11-22 05:53:12	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0311862 | val_loss: 0.0311875 | Time: 1842.29 ms
[2020-11-22 05:53:14	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0311836 | val_loss: 0.03119 | Time: 1821.92 ms
[2020-11-22 05:53:16	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 1839.38 ms
[2020-11-22 05:53:18	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 1862.78 ms
[2020-11-22 05:53:20	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1855.31 ms
[2020-11-22 05:53:22	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 1863.05 ms
[2020-11-22 05:53:23	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0311808 | val_loss: 0.0311861 | Time: 1868.64 ms
[2020-11-22 05:53:25	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0311833 | val_loss: 0.0311857 | Time: 1876.46 ms
[2020-11-22 05:53:27	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 1850.39 ms
[2020-11-22 05:53:29	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 1871.4 ms
[2020-11-22 05:53:31	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 1868.31 ms
[2020-11-22 05:53:33	                main:574]	:	INFO	:	Epoch 607 | loss: 0.031183 | val_loss: 0.0311979 | Time: 1857.45 ms
[2020-11-22 05:53:35	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 1834.18 ms
[2020-11-22 05:53:36	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0311796 | val_loss: 0.0311847 | Time: 1842.89 ms
[2020-11-22 05:53:38	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0311803 | val_loss: 0.03119 | Time: 1858.43 ms
[2020-11-22 05:53:40	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0311812 | val_loss: 0.0311876 | Time: 1861 ms
[2020-11-22 05:53:42	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 1849.04 ms
[2020-11-22 05:53:44	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 1864.66 ms
[2020-11-22 05:53:46	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0311779 | val_loss: 0.0311862 | Time: 1875.51 ms
[2020-11-22 05:53:48	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0311782 | val_loss: 0.0311841 | Time: 1868.05 ms
[2020-11-22 05:53:50	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0311775 | val_loss: 0.0311845 | Time: 1857.14 ms
[2020-11-22 05:53:51	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 1841.31 ms
[2020-11-22 05:53:53	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 1845.3 ms
[2020-11-22 05:53:55	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0311818 | val_loss: 0.0311848 | Time: 1865.99 ms
[2020-11-22 05:53:57	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 1837.09 ms
[2020-11-22 05:53:59	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0311787 | val_loss: 0.0311814 | Time: 1867.01 ms
[2020-11-22 05:54:01	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0311773 | val_loss: 0.0311852 | Time: 1852.88 ms
[2020-11-22 05:54:03	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 1847 ms
[2020-11-22 05:54:04	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 1869.59 ms
[2020-11-22 05:54:06	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0311763 | val_loss: 0.0311797 | Time: 1869.71 ms
[2020-11-22 05:54:08	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 1853.92 ms
[2020-11-22 05:54:10	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 1870.39 ms
[2020-11-22 05:54:12	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0311755 | val_loss: 0.0311822 | Time: 1844.51 ms
[2020-11-22 05:54:14	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 1834.91 ms
[2020-11-22 05:54:16	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1852.01 ms
[2020-11-22 05:54:18	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 1858.3 ms
[2020-11-22 05:54:19	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 1853.35 ms
[2020-11-22 05:54:21	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0311754 | val_loss: 0.031181 | Time: 1869.54 ms
[2020-11-22 05:54:23	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 1865.51 ms
[2020-11-22 05:54:25	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0311771 | val_loss: 0.0311809 | Time: 1860.85 ms
[2020-11-22 05:54:27	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0311727 | val_loss: 0.031179 | Time: 1852.04 ms
[2020-11-22 05:54:29	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0311729 | val_loss: 0.0311771 | Time: 1846.94 ms
[2020-11-22 05:54:31	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0311723 | val_loss: 0.031177 | Time: 1840.94 ms
[2020-11-22 05:54:32	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0311714 | val_loss: 0.031177 | Time: 1846.18 ms
[2020-11-22 05:54:34	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0311734 | val_loss: 0.031183 | Time: 1854.27 ms
[2020-11-22 05:54:36	                main:574]	:	INFO	:	Epoch 641 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1843.33 ms
[2020-11-22 05:54:38	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0311726 | val_loss: 0.0311776 | Time: 1834.89 ms
[2020-11-22 05:54:40	                main:574]	:	INFO	:	Epoch 643 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1843.84 ms
[2020-11-22 05:54:42	                main:574]	:	INFO	:	Epoch 644 | loss: 0.031172 | val_loss: 0.0311779 | Time: 1873.94 ms
[2020-11-22 05:54:44	                main:574]	:	INFO	:	Epoch 645 | loss: 0.03117 | val_loss: 0.0311772 | Time: 1864.35 ms
[2020-11-22 05:54:45	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 1868.03 ms
[2020-11-22 05:54:47	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0311726 | val_loss: 0.0311792 | Time: 1875.32 ms
[2020-11-22 05:54:49	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 1869.36 ms
[2020-11-22 05:54:51	                main:574]	:	INFO	:	Epoch 649 | loss: 0.031169 | val_loss: 0.031177 | Time: 1857.74 ms
[2020-11-22 05:54:53	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 1849.32 ms
[2020-11-22 05:54:55	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1848.77 ms
[2020-11-22 05:54:57	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 1838.39 ms
[2020-11-22 05:54:58	                main:574]	:	INFO	:	Epoch 653 | loss: 0.03117 | val_loss: 0.031178 | Time: 1845.31 ms
[2020-11-22 05:55:00	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0311669 | val_loss: 0.0311765 | Time: 1860.61 ms
[2020-11-22 05:55:02	                main:574]	:	INFO	:	Epoch 655 | loss: 0.031171 | val_loss: 0.0311808 | Time: 1856.87 ms
[2020-11-22 05:55:04	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 1858.48 ms
[2020-11-22 05:55:06	                main:574]	:	INFO	:	Epoch 657 | loss: 0.031167 | val_loss: 0.031176 | Time: 1853.58 ms
[2020-11-22 05:55:08	                main:574]	:	INFO	:	Epoch 658 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 1848.13 ms
[2020-11-22 05:55:10	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1850.11 ms
[2020-11-22 05:55:12	                main:574]	:	INFO	:	Epoch 660 | loss: 0.031167 | val_loss: 0.0311777 | Time: 1853.96 ms
[2020-11-22 05:55:13	                main:574]	:	INFO	:	Epoch 661 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 1841.99 ms
[2020-11-22 05:55:15	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 1824.4 ms
[2020-11-22 05:55:17	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0311679 | val_loss: 0.0311895 | Time: 1838.53 ms
[2020-11-22 05:55:19	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0311712 | val_loss: 0.0311774 | Time: 1833.32 ms
[2020-11-22 05:55:21	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0311684 | val_loss: 0.0311809 | Time: 1864.63 ms
[2020-11-22 05:55:23	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 1859.08 ms
[2020-11-22 05:55:25	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 1879.39 ms
[2020-11-22 05:55:26	                main:574]	:	INFO	:	Epoch 668 | loss: 0.031165 | val_loss: 0.0311781 | Time: 1869.22 ms
[2020-11-22 05:55:28	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 1868.71 ms
[2020-11-22 05:55:30	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0311646 | val_loss: 0.0311784 | Time: 1861.32 ms
[2020-11-22 05:55:32	                main:574]	:	INFO	:	Epoch 671 | loss: 0.031165 | val_loss: 0.0311758 | Time: 1865.73 ms
[2020-11-22 05:55:34	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 1844.1 ms
[2020-11-22 05:55:36	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0311641 | val_loss: 0.0311752 | Time: 1826.06 ms
[2020-11-22 05:55:38	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0311669 | val_loss: 0.031175 | Time: 1835.8 ms
[2020-11-22 05:55:39	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 1839.6 ms
[2020-11-22 05:55:41	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 1854 ms
[2020-11-22 05:55:43	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0311649 | val_loss: 0.0311767 | Time: 1854.46 ms
[2020-11-22 05:55:45	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 1876.84 ms
[2020-11-22 05:55:47	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 1878.77 ms
[2020-11-22 05:55:49	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0311637 | val_loss: 0.0311762 | Time: 1867.32 ms
[2020-11-22 05:55:51	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 1855.46 ms
[2020-11-22 05:55:52	                main:574]	:	INFO	:	Epoch 682 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1851.54 ms
[2020-11-22 05:55:54	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1861.99 ms
[2020-11-22 05:55:56	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 1860.52 ms
[2020-11-22 05:55:58	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 1851.06 ms
[2020-11-22 05:56:00	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 1843.25 ms
[2020-11-22 05:56:02	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0311615 | val_loss: 0.0311744 | Time: 1835.9 ms
[2020-11-22 05:56:04	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 1855.88 ms
[2020-11-22 05:56:06	                main:574]	:	INFO	:	Epoch 689 | loss: 0.0311613 | val_loss: 0.0311753 | Time: 1879.11 ms
[2020-11-22 05:56:07	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0311622 | val_loss: 0.0311767 | Time: 1882.69 ms
[2020-11-22 05:56:09	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0311634 | val_loss: 0.0311759 | Time: 1856.89 ms
[2020-11-22 05:56:11	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0311665 | val_loss: 0.031176 | Time: 1852.1 ms
[2020-11-22 05:56:13	                main:574]	:	INFO	:	Epoch 693 | loss: 0.031166 | val_loss: 0.031175 | Time: 1842.12 ms
[2020-11-22 05:56:15	                main:574]	:	INFO	:	Epoch 694 | loss: 0.031163 | val_loss: 0.0311763 | Time: 1831.39 ms
[2020-11-22 05:56:17	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0311673 | val_loss: 0.0311884 | Time: 1838.54 ms
[2020-11-22 05:56:19	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 1840.91 ms
[2020-11-22 05:56:20	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 1878.1 ms
[2020-11-22 05:56:22	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 1878.98 ms
[2020-11-22 05:56:24	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0311623 | val_loss: 0.0311727 | Time: 1891.49 ms
[2020-11-22 05:56:26	                main:574]	:	INFO	:	Epoch 700 | loss: 0.031169 | val_loss: 0.0311828 | Time: 1860.84 ms
[2020-11-22 05:56:28	                main:574]	:	INFO	:	Epoch 701 | loss: 0.031182 | val_loss: 0.0311841 | Time: 1860.91 ms
[2020-11-22 05:56:30	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0311775 | val_loss: 0.0311765 | Time: 1849.39 ms
[2020-11-22 05:56:32	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0311729 | val_loss: 0.0311738 | Time: 1846.16 ms
[2020-11-22 05:56:34	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 1854.99 ms
[2020-11-22 05:56:35	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0311698 | val_loss: 0.0311848 | Time: 1848.5 ms
[2020-11-22 05:56:37	                main:574]	:	INFO	:	Epoch 706 | loss: 0.0311743 | val_loss: 0.0311694 | Time: 1844.1 ms
[2020-11-22 05:56:39	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 1864.28 ms
[2020-11-22 05:56:41	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0311666 | val_loss: 0.0311753 | Time: 1873.35 ms
[2020-11-22 05:56:43	                main:574]	:	INFO	:	Epoch 709 | loss: 0.0311693 | val_loss: 0.031172 | Time: 1861.74 ms
[2020-11-22 05:56:45	                main:574]	:	INFO	:	Epoch 710 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 1845.12 ms
[2020-11-22 05:56:47	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0311656 | val_loss: 0.0311686 | Time: 1851.72 ms
[2020-11-22 05:56:48	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 1863.88 ms
[2020-11-22 05:56:50	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 1851.65 ms
[2020-11-22 05:56:52	                main:574]	:	INFO	:	Epoch 714 | loss: 0.031166 | val_loss: 0.0311671 | Time: 1845.15 ms
[2020-11-22 05:56:54	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0311689 | val_loss: 0.0311781 | Time: 1864.6 ms
[2020-11-22 05:56:56	                main:574]	:	INFO	:	Epoch 716 | loss: 0.031171 | val_loss: 0.0311679 | Time: 1856.02 ms
[2020-11-22 05:56:58	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 1860.73 ms
[2020-11-22 05:57:00	                main:574]	:	INFO	:	Epoch 718 | loss: 0.0311616 | val_loss: 0.0311672 | Time: 1885.97 ms
[2020-11-22 05:57:02	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0311639 | val_loss: 0.0311665 | Time: 1872.7 ms
[2020-11-22 05:57:03	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0311615 | val_loss: 0.0311675 | Time: 1861.58 ms
[2020-11-22 05:57:05	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 1856.51 ms
[2020-11-22 05:57:07	                main:574]	:	INFO	:	Epoch 722 | loss: 0.031165 | val_loss: 0.0311671 | Time: 1845.92 ms
[2020-11-22 05:57:09	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 1839.5 ms
[2020-11-22 05:57:11	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 1833.93 ms
[2020-11-22 05:57:13	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0311615 | val_loss: 0.0311667 | Time: 1830.6 ms
[2020-11-22 05:57:14	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 1824.71 ms
[2020-11-22 05:57:16	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1854.85 ms
[2020-11-22 05:57:18	                main:574]	:	INFO	:	Epoch 728 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 1878.93 ms
[2020-11-22 05:57:20	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0311615 | val_loss: 0.0311747 | Time: 1857.31 ms
[2020-11-22 05:57:22	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0311604 | val_loss: 0.031171 | Time: 1852.65 ms
[2020-11-22 05:57:24	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0311598 | val_loss: 0.0311676 | Time: 1853.58 ms
[2020-11-22 05:57:26	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 1862.93 ms
[2020-11-22 05:57:28	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0311665 | val_loss: 0.0311671 | Time: 1865.74 ms
[2020-11-22 05:57:29	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 1875.68 ms
[2020-11-22 05:57:31	                main:574]	:	INFO	:	Epoch 735 | loss: 0.0311631 | val_loss: 0.0311752 | Time: 1860.81 ms
[2020-11-22 05:57:33	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0311651 | val_loss: 0.0311738 | Time: 1852.92 ms
[2020-11-22 05:57:35	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 1854.07 ms
[2020-11-22 05:57:37	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0311621 | val_loss: 0.0311665 | Time: 1868.43 ms
[2020-11-22 05:57:39	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0311591 | val_loss: 0.0311679 | Time: 1853.61 ms
[2020-11-22 05:57:41	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1847.52 ms
[2020-11-22 05:57:42	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 1846.12 ms
[2020-11-22 05:57:44	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 1854.72 ms
[2020-11-22 05:57:46	                main:574]	:	INFO	:	Epoch 743 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1853.46 ms
[2020-11-22 05:57:48	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0311572 | val_loss: 0.0311661 | Time: 1858.51 ms
[2020-11-22 05:57:50	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 1871.55 ms
[2020-11-22 05:57:52	                main:574]	:	INFO	:	Epoch 746 | loss: 0.031158 | val_loss: 0.0311668 | Time: 1875.62 ms
[2020-11-22 05:57:54	                main:574]	:	INFO	:	Epoch 747 | loss: 0.031158 | val_loss: 0.031166 | Time: 1841.55 ms
[2020-11-22 05:57:56	                main:574]	:	INFO	:	Epoch 748 | loss: 0.0311564 | val_loss: 0.0311683 | Time: 1861.25 ms
[2020-11-22 05:57:57	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0311563 | val_loss: 0.0311778 | Time: 1843.52 ms
[2020-11-22 05:57:59	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 1841.45 ms
[2020-11-22 05:58:01	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 1844.71 ms
[2020-11-22 05:58:03	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 1864.29 ms
[2020-11-22 05:58:05	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 1856.67 ms
[2020-11-22 05:58:07	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 1854.53 ms
[2020-11-22 05:58:09	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 1870.49 ms
[2020-11-22 05:58:10	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 1867.01 ms
[2020-11-22 05:58:12	                main:574]	:	INFO	:	Epoch 757 | loss: 0.0311564 | val_loss: 0.0311706 | Time: 1888.25 ms
[2020-11-22 05:58:14	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 1858.41 ms
[2020-11-22 05:58:16	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 1854.8 ms
[2020-11-22 05:58:18	                main:574]	:	INFO	:	Epoch 760 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1872.36 ms
[2020-11-22 05:58:20	                main:574]	:	INFO	:	Epoch 761 | loss: 0.0311548 | val_loss: 0.0311759 | Time: 1844.03 ms
[2020-11-22 05:58:22	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0311622 | val_loss: 0.0311654 | Time: 1843.96 ms
[2020-11-22 05:58:23	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0311561 | val_loss: 0.031168 | Time: 1850.55 ms
[2020-11-22 05:58:25	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0311585 | val_loss: 0.0311678 | Time: 1862.99 ms
[2020-11-22 05:58:27	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1842.24 ms
[2020-11-22 05:58:29	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0311561 | val_loss: 0.0311757 | Time: 1881.47 ms
[2020-11-22 05:58:31	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1877.01 ms
[2020-11-22 05:58:33	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0311558 | val_loss: 0.0311759 | Time: 1879.33 ms
[2020-11-22 05:58:35	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0311552 | val_loss: 0.0311727 | Time: 1868.87 ms
[2020-11-22 05:58:37	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0311554 | val_loss: 0.0311662 | Time: 1849.67 ms
[2020-11-22 05:58:38	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 1844.28 ms
[2020-11-22 05:58:40	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1864.46 ms
[2020-11-22 05:58:42	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 1848.6 ms
[2020-11-22 05:58:44	                main:574]	:	INFO	:	Epoch 774 | loss: 0.031154 | val_loss: 0.0311656 | Time: 1828.88 ms
[2020-11-22 05:58:46	                main:574]	:	INFO	:	Epoch 775 | loss: 0.031157 | val_loss: 0.0311681 | Time: 1869.57 ms
[2020-11-22 05:58:48	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 1870.29 ms
[2020-11-22 05:58:50	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0311612 | val_loss: 0.031164 | Time: 1891.6 ms
[2020-11-22 05:58:52	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 1882.06 ms
[2020-11-22 05:58:53	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0311574 | val_loss: 0.031165 | Time: 1856.92 ms
[2020-11-22 05:58:55	                main:574]	:	INFO	:	Epoch 780 | loss: 0.031164 | val_loss: 0.0311701 | Time: 1865.08 ms
[2020-11-22 05:58:57	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 1842.85 ms
[2020-11-22 05:58:59	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0311601 | val_loss: 0.0311642 | Time: 1850.63 ms
[2020-11-22 05:59:01	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 1850.05 ms
[2020-11-22 05:59:03	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 1834.58 ms
[2020-11-22 05:59:05	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 1857.25 ms
[2020-11-22 05:59:06	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 1853.92 ms
[2020-11-22 05:59:08	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0311581 | val_loss: 0.0311883 | Time: 1851.19 ms
[2020-11-22 05:59:10	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 1874.26 ms
[2020-11-22 05:59:12	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0311549 | val_loss: 0.0311644 | Time: 1863.78 ms
[2020-11-22 05:59:14	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0311513 | val_loss: 0.0311654 | Time: 1865.75 ms
[2020-11-22 05:59:16	                main:574]	:	INFO	:	Epoch 791 | loss: 0.0311513 | val_loss: 0.0311639 | Time: 1859.4 ms
[2020-11-22 05:59:18	                main:574]	:	INFO	:	Epoch 792 | loss: 0.0311504 | val_loss: 0.0311689 | Time: 1814.08 ms
[2020-11-22 05:59:19	                main:574]	:	INFO	:	Epoch 793 | loss: 0.031151 | val_loss: 0.0311683 | Time: 1847.94 ms
[2020-11-22 05:59:21	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0311503 | val_loss: 0.0311671 | Time: 1844.68 ms
[2020-11-22 05:59:23	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0311513 | val_loss: 0.0311677 | Time: 1860.89 ms
[2020-11-22 05:59:25	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0311501 | val_loss: 0.0311686 | Time: 1858.01 ms
[2020-11-22 05:59:27	                main:574]	:	INFO	:	Epoch 797 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 1842.95 ms
[2020-11-22 05:59:29	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0311484 | val_loss: 0.0311678 | Time: 1850.43 ms
[2020-11-22 05:59:31	                main:574]	:	INFO	:	Epoch 799 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 1868.62 ms
[2020-11-22 05:59:33	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 1880.26 ms
[2020-11-22 05:59:34	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0311521 | val_loss: 0.031169 | Time: 1865.51 ms
[2020-11-22 05:59:36	                main:574]	:	INFO	:	Epoch 802 | loss: 0.031151 | val_loss: 0.0311652 | Time: 1878.71 ms
[2020-11-22 05:59:38	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0311498 | val_loss: 0.0311683 | Time: 1842.04 ms
[2020-11-22 05:59:40	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0311503 | val_loss: 0.0311676 | Time: 1865.16 ms
[2020-11-22 05:59:42	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0311493 | val_loss: 0.0311667 | Time: 1855.84 ms
[2020-11-22 05:59:44	                main:574]	:	INFO	:	Epoch 806 | loss: 0.0311498 | val_loss: 0.0311776 | Time: 1838.44 ms
[2020-11-22 05:59:46	                main:574]	:	INFO	:	Epoch 807 | loss: 0.031149 | val_loss: 0.0311678 | Time: 1861.17 ms
[2020-11-22 05:59:47	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0311526 | val_loss: 0.0311705 | Time: 1837.88 ms
[2020-11-22 05:59:49	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0311489 | val_loss: 0.0311665 | Time: 1844.71 ms
[2020-11-22 05:59:51	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 1855.56 ms
[2020-11-22 05:59:53	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0311488 | val_loss: 0.0311667 | Time: 1858.3 ms
[2020-11-22 05:59:55	                main:574]	:	INFO	:	Epoch 812 | loss: 0.0311521 | val_loss: 0.0311693 | Time: 1859.53 ms
[2020-11-22 05:59:57	                main:574]	:	INFO	:	Epoch 813 | loss: 0.031149 | val_loss: 0.0311672 | Time: 1856.36 ms
[2020-11-22 05:59:59	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0311505 | val_loss: 0.0311675 | Time: 1872.19 ms
[2020-11-22 06:00:00	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0311499 | val_loss: 0.0311688 | Time: 1860.93 ms
[2020-11-22 06:00:02	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0311503 | val_loss: 0.031172 | Time: 1848.67 ms
[2020-11-22 06:00:04	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 1858.31 ms
[2020-11-22 06:00:06	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0311552 | val_loss: 0.0311753 | Time: 1860.86 ms
[2020-11-22 06:00:08	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1847.51 ms
[2020-11-22 06:00:10	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0311499 | val_loss: 0.0311662 | Time: 1848.75 ms
[2020-11-22 06:00:12	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0311492 | val_loss: 0.0311662 | Time: 1871.63 ms
[2020-11-22 06:00:14	                main:574]	:	INFO	:	Epoch 822 | loss: 0.0311477 | val_loss: 0.0311638 | Time: 1854.63 ms
[2020-11-22 06:00:15	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0311494 | val_loss: 0.0311646 | Time: 1908.54 ms
[2020-11-22 06:00:17	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 1865.64 ms
[2020-11-22 06:00:19	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0311481 | val_loss: 0.0311675 | Time: 1843.38 ms
[2020-11-22 06:00:21	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 1842.76 ms
[2020-11-22 06:00:23	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0311497 | val_loss: 0.031168 | Time: 1831.85 ms
[2020-11-22 06:00:25	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0311464 | val_loss: 0.031167 | Time: 1846.67 ms
[2020-11-22 06:00:27	                main:574]	:	INFO	:	Epoch 829 | loss: 0.031149 | val_loss: 0.031164 | Time: 1865.32 ms
[2020-11-22 06:00:28	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0311475 | val_loss: 0.0311666 | Time: 1848.88 ms
[2020-11-22 06:00:30	                main:574]	:	INFO	:	Epoch 831 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 1844 ms
[2020-11-22 06:00:32	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0311489 | val_loss: 0.0311671 | Time: 1836.55 ms
[2020-11-22 06:00:34	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0311467 | val_loss: 0.0311654 | Time: 1851.61 ms
[2020-11-22 06:00:36	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0311485 | val_loss: 0.0311748 | Time: 1869.13 ms
[2020-11-22 06:00:38	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0311488 | val_loss: 0.0311673 | Time: 1874.39 ms
[2020-11-22 06:00:40	                main:574]	:	INFO	:	Epoch 836 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 1840.28 ms
[2020-11-22 06:00:41	                main:574]	:	INFO	:	Epoch 837 | loss: 0.0311462 | val_loss: 0.0311684 | Time: 1844.6 ms
[2020-11-22 06:00:43	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0311462 | val_loss: 0.031167 | Time: 1851.5 ms
[2020-11-22 06:00:45	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0311463 | val_loss: 0.0311647 | Time: 1857.9 ms
[2020-11-22 06:00:47	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0311474 | val_loss: 0.031172 | Time: 1874.5 ms
[2020-11-22 06:00:49	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 1861.12 ms
[2020-11-22 06:00:51	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0311453 | val_loss: 0.0311652 | Time: 1840.65 ms
[2020-11-22 06:00:53	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0311521 | val_loss: 0.0311681 | Time: 1843.23 ms
[2020-11-22 06:00:55	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0311498 | val_loss: 0.0311693 | Time: 1872.52 ms
[2020-11-22 06:00:56	                main:574]	:	INFO	:	Epoch 845 | loss: 0.031147 | val_loss: 0.0311708 | Time: 1873.56 ms
[2020-11-22 06:00:58	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0311456 | val_loss: 0.0311697 | Time: 1870.87 ms
[2020-11-22 06:01:00	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0311455 | val_loss: 0.031172 | Time: 1873.77 ms
[2020-11-22 06:01:02	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0311456 | val_loss: 0.0311687 | Time: 1851.04 ms
[2020-11-22 06:01:04	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0311432 | val_loss: 0.0311687 | Time: 1857.62 ms
[2020-11-22 06:01:06	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0311459 | val_loss: 0.0311743 | Time: 1860.32 ms
[2020-11-22 06:01:08	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0311472 | val_loss: 0.0311693 | Time: 1863.06 ms
[2020-11-22 06:01:09	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0311475 | val_loss: 0.0311676 | Time: 1839.86 ms
[2020-11-22 06:01:11	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0311459 | val_loss: 0.0311671 | Time: 1851.01 ms
[2020-11-22 06:01:13	                main:574]	:	INFO	:	Epoch 854 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 1858.62 ms
[2020-11-22 06:01:15	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0311442 | val_loss: 0.0311695 | Time: 1865.65 ms
[2020-11-22 06:01:17	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0311447 | val_loss: 0.0311736 | Time: 1882.32 ms
[2020-11-22 06:01:19	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 1853.26 ms
[2020-11-22 06:01:21	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0311431 | val_loss: 0.0311679 | Time: 1842.28 ms
[2020-11-22 06:01:23	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0311441 | val_loss: 0.0311727 | Time: 1850.16 ms
[2020-11-22 06:01:24	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0311578 | val_loss: 0.031166 | Time: 1868.34 ms
[2020-11-22 06:01:26	                main:574]	:	INFO	:	Epoch 861 | loss: 0.031159 | val_loss: 0.0311682 | Time: 1873.31 ms
[2020-11-22 06:01:28	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 1863.83 ms
[2020-11-22 06:01:30	                main:574]	:	INFO	:	Epoch 863 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 1864.56 ms
[2020-11-22 06:01:32	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1840.91 ms
[2020-11-22 06:01:34	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0311523 | val_loss: 0.0311647 | Time: 1838.46 ms
[2020-11-22 06:01:36	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0311516 | val_loss: 0.031169 | Time: 1841.79 ms
[2020-11-22 06:01:37	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0311862 | val_loss: 0.0312004 | Time: 1852.06 ms
[2020-11-22 06:01:39	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0311915 | val_loss: 0.0311808 | Time: 1850.45 ms
[2020-11-22 06:01:41	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0311752 | val_loss: 0.0311785 | Time: 1849.4 ms
[2020-11-22 06:01:43	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0311697 | val_loss: 0.0311694 | Time: 1866.61 ms
[2020-11-22 06:01:45	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 1876.12 ms
[2020-11-22 06:01:47	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 1879.01 ms
[2020-11-22 06:01:49	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0311652 | val_loss: 0.0311688 | Time: 1854.3 ms
[2020-11-22 06:01:51	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1862.56 ms
[2020-11-22 06:01:52	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 1847.8 ms
[2020-11-22 06:01:54	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0311603 | val_loss: 0.0311638 | Time: 1832.21 ms
[2020-11-22 06:01:56	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0311588 | val_loss: 0.0311626 | Time: 1857.56 ms
[2020-11-22 06:01:58	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 1853.08 ms
[2020-11-22 06:02:00	                main:574]	:	INFO	:	Epoch 879 | loss: 0.0311565 | val_loss: 0.0311616 | Time: 1890.03 ms
[2020-11-22 06:02:02	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0311556 | val_loss: 0.0311617 | Time: 1874.8 ms
[2020-11-22 06:02:04	                main:574]	:	INFO	:	Epoch 881 | loss: 0.031156 | val_loss: 0.0311623 | Time: 1866.79 ms
[2020-11-22 06:02:05	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 1886.8 ms
[2020-11-22 06:02:07	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 1881.63 ms
[2020-11-22 06:02:09	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 1854.18 ms
[2020-11-22 06:02:11	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0311581 | val_loss: 0.031162 | Time: 1858.14 ms
[2020-11-22 06:02:13	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0311568 | val_loss: 0.0311621 | Time: 1833.24 ms
[2020-11-22 06:02:15	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 1857.7 ms
[2020-11-22 06:02:17	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0311546 | val_loss: 0.0311666 | Time: 1843.79 ms
[2020-11-22 06:02:18	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0311556 | val_loss: 0.0311684 | Time: 1829.44 ms
[2020-11-22 06:02:20	                main:574]	:	INFO	:	Epoch 890 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 1840.24 ms
[2020-11-22 06:02:22	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0311535 | val_loss: 0.0311632 | Time: 1859.04 ms
[2020-11-22 06:02:24	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0311523 | val_loss: 0.0311616 | Time: 1885.3 ms
[2020-11-22 06:02:26	                main:574]	:	INFO	:	Epoch 893 | loss: 0.031152 | val_loss: 0.0311619 | Time: 1879.49 ms
[2020-11-22 06:02:28	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 1872.42 ms
[2020-11-22 06:02:30	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 1848.69 ms
[2020-11-22 06:02:32	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311523 | val_loss: 0.0311617 | Time: 1848.67 ms
[2020-11-22 06:02:33	                main:574]	:	INFO	:	Epoch 897 | loss: 0.031152 | val_loss: 0.0311617 | Time: 1837.34 ms
[2020-11-22 06:02:35	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0311515 | val_loss: 0.0311658 | Time: 1825.73 ms
[2020-11-22 06:02:37	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0311518 | val_loss: 0.0311617 | Time: 1833.07 ms
[2020-11-22 06:02:39	                main:574]	:	INFO	:	Epoch 900 | loss: 0.031151 | val_loss: 0.0311623 | Time: 1847.65 ms
[2020-11-22 06:02:41	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311521 | val_loss: 0.0311625 | Time: 1838.9 ms
[2020-11-22 06:02:43	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0311508 | val_loss: 0.0311622 | Time: 1873.52 ms
[2020-11-22 06:02:45	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 1863.18 ms
[2020-11-22 06:02:46	                main:574]	:	INFO	:	Epoch 904 | loss: 0.031153 | val_loss: 0.0311664 | Time: 1873.71 ms
[2020-11-22 06:02:48	                main:574]	:	INFO	:	Epoch 905 | loss: 0.031155 | val_loss: 0.0311633 | Time: 1869.07 ms
[2020-11-22 06:02:50	                main:574]	:	INFO	:	Epoch 906 | loss: 0.031152 | val_loss: 0.0311638 | Time: 1857.79 ms
[2020-11-22 06:02:52	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0311508 | val_loss: 0.0311609 | Time: 1851.98 ms
[2020-11-22 06:02:54	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0311513 | val_loss: 0.0311641 | Time: 1844.4 ms
[2020-11-22 06:02:56	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311519 | val_loss: 0.0311619 | Time: 1833.9 ms
[2020-11-22 06:02:58	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311505 | val_loss: 0.0311644 | Time: 1861.55 ms
[2020-11-22 06:02:59	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0311492 | val_loss: 0.0311619 | Time: 1855.31 ms
[2020-11-22 06:03:01	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311504 | val_loss: 0.0311814 | Time: 1849.36 ms
[2020-11-22 06:03:03	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 1865.1 ms
[2020-11-22 06:03:05	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311495 | val_loss: 0.0311631 | Time: 1858.52 ms
[2020-11-22 06:03:07	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311497 | val_loss: 0.0311646 | Time: 1869.86 ms
[2020-11-22 06:03:09	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311517 | val_loss: 0.0311656 | Time: 1858.02 ms
[2020-11-22 06:03:11	                main:574]	:	INFO	:	Epoch 917 | loss: 0.031152 | val_loss: 0.031162 | Time: 1862.06 ms
[2020-11-22 06:03:13	                main:574]	:	INFO	:	Epoch 918 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 1867.16 ms
[2020-11-22 06:03:14	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 1849.62 ms
[2020-11-22 06:03:16	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311482 | val_loss: 0.0311632 | Time: 1851.52 ms
[2020-11-22 06:03:18	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311472 | val_loss: 0.0311614 | Time: 1848.05 ms
[2020-11-22 06:03:20	                main:574]	:	INFO	:	Epoch 922 | loss: 0.031148 | val_loss: 0.0311623 | Time: 1836.94 ms
[2020-11-22 06:03:22	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0311481 | val_loss: 0.0311671 | Time: 1846.9 ms
[2020-11-22 06:03:24	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311518 | val_loss: 0.0311618 | Time: 1847.41 ms
[2020-11-22 06:03:26	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311477 | val_loss: 0.0311609 | Time: 1859.31 ms
[2020-11-22 06:03:27	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311479 | val_loss: 0.0311622 | Time: 1859.27 ms
[2020-11-22 06:03:29	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311486 | val_loss: 0.0311596 | Time: 1841.78 ms
[2020-11-22 06:03:31	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311502 | val_loss: 0.0311649 | Time: 1848.2 ms
[2020-11-22 06:03:33	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311505 | val_loss: 0.031168 | Time: 1861.12 ms
[2020-11-22 06:03:35	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 1866.55 ms
[2020-11-22 06:03:37	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 1856.63 ms
[2020-11-22 06:03:39	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311468 | val_loss: 0.0311621 | Time: 1885.24 ms
[2020-11-22 06:03:40	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311466 | val_loss: 0.0311616 | Time: 1856.36 ms
[2020-11-22 06:03:42	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311476 | val_loss: 0.0311628 | Time: 1846.82 ms
[2020-11-22 06:03:44	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0311484 | val_loss: 0.0311611 | Time: 1873.58 ms
[2020-11-22 06:03:46	                main:574]	:	INFO	:	Epoch 936 | loss: 0.0311471 | val_loss: 0.0311626 | Time: 1865.59 ms
[2020-11-22 06:03:48	                main:574]	:	INFO	:	Epoch 937 | loss: 0.031147 | val_loss: 0.0311609 | Time: 1857.1 ms
[2020-11-22 06:03:50	                main:574]	:	INFO	:	Epoch 938 | loss: 0.031147 | val_loss: 0.0311644 | Time: 1854.56 ms
[2020-11-22 06:03:52	                main:574]	:	INFO	:	Epoch 939 | loss: 0.031149 | val_loss: 0.0311622 | Time: 1847.61 ms
[2020-11-22 06:03:54	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311451 | val_loss: 0.0311621 | Time: 1849.46 ms
[2020-11-22 06:03:55	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 1847.04 ms
[2020-11-22 06:03:57	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311454 | val_loss: 0.0311639 | Time: 1861.62 ms
[2020-11-22 06:03:59	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 1854.53 ms
[2020-11-22 06:04:01	                main:574]	:	INFO	:	Epoch 944 | loss: 0.0311462 | val_loss: 0.0311647 | Time: 1850.77 ms
[2020-11-22 06:04:03	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311477 | val_loss: 0.0311619 | Time: 1857.62 ms
[2020-11-22 06:04:05	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 1864.77 ms
[2020-11-22 06:04:07	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311479 | val_loss: 0.031162 | Time: 1852.37 ms
[2020-11-22 06:04:08	                main:574]	:	INFO	:	Epoch 948 | loss: 0.0311494 | val_loss: 0.031161 | Time: 1855.23 ms
[2020-11-22 06:04:10	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311491 | val_loss: 0.0311632 | Time: 1893.82 ms
[2020-11-22 06:04:12	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311471 | val_loss: 0.0311696 | Time: 1867.98 ms
[2020-11-22 06:04:14	                main:574]	:	INFO	:	Epoch 951 | loss: 0.0311468 | val_loss: 0.0311669 | Time: 1864.16 ms
[2020-11-22 06:04:16	                main:574]	:	INFO	:	Epoch 952 | loss: 0.031151 | val_loss: 0.0311676 | Time: 1862.89 ms
[2020-11-22 06:04:18	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311476 | val_loss: 0.0311611 | Time: 1860.17 ms
[2020-11-22 06:04:20	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311487 | val_loss: 0.0311608 | Time: 1843.61 ms
[2020-11-22 06:04:21	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311506 | val_loss: 0.0311637 | Time: 1837.66 ms
[2020-11-22 06:04:23	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1855.51 ms
[2020-11-22 06:04:25	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311471 | val_loss: 0.0311616 | Time: 1864.19 ms
[2020-11-22 06:04:27	                main:574]	:	INFO	:	Epoch 958 | loss: 0.031148 | val_loss: 0.0311748 | Time: 1851.18 ms
[2020-11-22 06:04:29	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311472 | val_loss: 0.0311639 | Time: 1860.62 ms
[2020-11-22 06:04:31	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311456 | val_loss: 0.0311603 | Time: 1851.92 ms
[2020-11-22 06:04:33	                main:574]	:	INFO	:	Epoch 961 | loss: 0.031146 | val_loss: 0.0311605 | Time: 1854.47 ms
[2020-11-22 06:04:35	                main:574]	:	INFO	:	Epoch 962 | loss: 0.0311446 | val_loss: 0.0311628 | Time: 1857.25 ms
[2020-11-22 06:04:36	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311447 | val_loss: 0.0311608 | Time: 1852.57 ms
[2020-11-22 06:04:38	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 1863.81 ms
[2020-11-22 06:04:40	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311432 | val_loss: 0.0311642 | Time: 1851.79 ms
[2020-11-22 06:04:42	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311428 | val_loss: 0.0311614 | Time: 1851.68 ms
[2020-11-22 06:04:44	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311422 | val_loss: 0.031161 | Time: 1854.91 ms
[2020-11-22 06:04:46	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311417 | val_loss: 0.0311632 | Time: 1834.47 ms
[2020-11-22 06:04:48	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311426 | val_loss: 0.0311654 | Time: 1836.74 ms
[2020-11-22 06:04:49	                main:574]	:	INFO	:	Epoch 970 | loss: 0.031148 | val_loss: 0.0311649 | Time: 1851.54 ms
[2020-11-22 06:04:51	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 1870.13 ms
[2020-11-22 06:04:53	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311485 | val_loss: 0.0311714 | Time: 1855.78 ms
[2020-11-22 06:04:55	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0311491 | val_loss: 0.031165 | Time: 1856.1 ms
[2020-11-22 06:04:57	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0311446 | val_loss: 0.0311632 | Time: 1854.32 ms
[2020-11-22 06:04:59	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311435 | val_loss: 0.0311617 | Time: 1874.51 ms
[2020-11-22 06:05:01	                main:574]	:	INFO	:	Epoch 976 | loss: 0.0311496 | val_loss: 0.0311828 | Time: 1840.61 ms
[2020-11-22 06:05:02	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311555 | val_loss: 0.0311615 | Time: 1839.69 ms
[2020-11-22 06:05:04	                main:574]	:	INFO	:	Epoch 978 | loss: 0.031146 | val_loss: 0.0311628 | Time: 1847.13 ms
[2020-11-22 06:05:06	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311426 | val_loss: 0.0311632 | Time: 1847.38 ms
[2020-11-22 06:05:08	                main:574]	:	INFO	:	Epoch 980 | loss: 0.031146 | val_loss: 0.0311785 | Time: 1838.85 ms
[2020-11-22 06:05:10	                main:574]	:	INFO	:	Epoch 981 | loss: 0.031145 | val_loss: 0.0311634 | Time: 1856.95 ms
[2020-11-22 06:05:12	                main:574]	:	INFO	:	Epoch 982 | loss: 0.031143 | val_loss: 0.0311617 | Time: 1861.61 ms
[2020-11-22 06:05:14	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0311442 | val_loss: 0.0311649 | Time: 1868.33 ms
[2020-11-22 06:05:15	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 1864.15 ms
[2020-11-22 06:05:17	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311428 | val_loss: 0.0311609 | Time: 1874.84 ms
[2020-11-22 06:05:19	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 1834.04 ms
[2020-11-22 06:05:21	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0311439 | val_loss: 0.0311648 | Time: 1837.94 ms
[2020-11-22 06:05:23	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311429 | val_loss: 0.0311677 | Time: 1860.02 ms
[2020-11-22 06:05:25	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311431 | val_loss: 0.031163 | Time: 1858.04 ms
[2020-11-22 06:05:27	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0311425 | val_loss: 0.0311626 | Time: 1853.5 ms
[2020-11-22 06:05:28	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 1850.81 ms
[2020-11-22 06:05:30	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311407 | val_loss: 0.0311668 | Time: 1855.97 ms
[2020-11-22 06:05:32	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311416 | val_loss: 0.0311635 | Time: 1852.72 ms
[2020-11-22 06:05:34	                main:574]	:	INFO	:	Epoch 994 | loss: 0.031145 | val_loss: 0.0311654 | Time: 1867.18 ms
[2020-11-22 06:05:36	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311445 | val_loss: 0.0311619 | Time: 1845.34 ms
[2020-11-22 06:05:38	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0311469 | val_loss: 0.0311603 | Time: 1868.01 ms
[2020-11-22 06:05:40	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0311421 | val_loss: 0.0311654 | Time: 1862.38 ms
[2020-11-22 06:05:42	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0311405 | val_loss: 0.0311638 | Time: 1859.45 ms
[2020-11-22 06:05:43	                main:574]	:	INFO	:	Epoch 999 | loss: 0.0311418 | val_loss: 0.0311626 | Time: 1845.44 ms
[2020-11-22 06:05:45	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0311404 | val_loss: 0.0311633 | Time: 1868.08 ms
[2020-11-22 06:05:47	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0311396 | val_loss: 0.0311643 | Time: 1861.82 ms
[2020-11-22 06:05:49	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0311414 | val_loss: 0.0311687 | Time: 1865.65 ms
[2020-11-22 06:05:51	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0311459 | val_loss: 0.0311633 | Time: 1869.37 ms
[2020-11-22 06:05:53	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0311458 | val_loss: 0.031166 | Time: 1879.18 ms
[2020-11-22 06:05:55	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0311477 | val_loss: 0.031164 | Time: 1848.17 ms
[2020-11-22 06:05:57	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0311447 | val_loss: 0.031166 | Time: 1855.3 ms
[2020-11-22 06:05:58	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.0311452 | val_loss: 0.0311718 | Time: 1860.17 ms
[2020-11-22 06:06:00	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0311459 | val_loss: 0.0311694 | Time: 1853.83 ms
[2020-11-22 06:06:02	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0311433 | val_loss: 0.0311676 | Time: 1851.94 ms
[2020-11-22 06:06:04	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0311475 | val_loss: 0.0311679 | Time: 1859.28 ms
[2020-11-22 06:06:06	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0311444 | val_loss: 0.0311645 | Time: 1866.37 ms
[2020-11-22 06:06:08	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0311428 | val_loss: 0.0311669 | Time: 1829.18 ms
[2020-11-22 06:06:10	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0311444 | val_loss: 0.0311633 | Time: 1848.62 ms
[2020-11-22 06:06:11	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0311434 | val_loss: 0.0311645 | Time: 1854.71 ms
[2020-11-22 06:06:13	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0311428 | val_loss: 0.0311701 | Time: 1854.35 ms
[2020-11-22 06:06:15	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0311441 | val_loss: 0.0311684 | Time: 1870.92 ms
[2020-11-22 06:06:17	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.031142 | val_loss: 0.0311654 | Time: 1837.86 ms
[2020-11-22 06:06:19	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 1846.86 ms
[2020-11-22 06:06:21	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.031138 | val_loss: 0.0311661 | Time: 1869.31 ms
[2020-11-22 06:06:23	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311398 | val_loss: 0.0311726 | Time: 1861.04 ms
[2020-11-22 06:06:24	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0311447 | val_loss: 0.0311681 | Time: 1847.97 ms
[2020-11-22 06:06:26	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0311407 | val_loss: 0.0311683 | Time: 1868.48 ms
[2020-11-22 06:06:28	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0311405 | val_loss: 0.0311647 | Time: 1857.49 ms
[2020-11-22 06:06:30	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0311408 | val_loss: 0.0311613 | Time: 1865.07 ms
[2020-11-22 06:06:30	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311613
[2020-11-22 06:06:30	                main:603]	:	INFO	:	Saving end state to config to file
[2020-11-22 06:06:30	                main:608]	:	INFO	:	Success, exiting..
06:06:30 (44856): 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)