Task 3575436

Name ParityMachine-1605152493-6557-15_0
Workunit 1792355
Created 7 Jan 2021, 9:34:35 UTC
Sent 9 Jan 2021, 19:54:11 UTC
Report deadline 16 Jan 2021, 19:54:11 UTC
Received 11 Jan 2021, 7:06:05 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 6950
Run time 33 min 13 sec
CPU time 32 min 51 sec
Validate state Valid
Credit 2,080.00
Device peak FLOPS 5,116.29 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.10 GB
Peak swap size 4.33 GB
Peak disk usage 1.53 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
 | loss: 0.0311932 | val_loss: 0.0312036 | Time: 1919.01 ms
[2021-01-11 07:49:25	                main:574]	:	INFO	:	Epoch 515 | loss: 0.0311947 | val_loss: 0.0311985 | Time: 1939.45 ms
[2021-01-11 07:49:27	                main:574]	:	INFO	:	Epoch 516 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 1917.4 ms
[2021-01-11 07:49:29	                main:574]	:	INFO	:	Epoch 517 | loss: 0.0311944 | val_loss: 0.0311979 | Time: 1906.88 ms
[2021-01-11 07:49:31	                main:574]	:	INFO	:	Epoch 518 | loss: 0.0311963 | val_loss: 0.0311997 | Time: 1930.5 ms
[2021-01-11 07:49:32	                main:574]	:	INFO	:	Epoch 519 | loss: 0.0311957 | val_loss: 0.0312027 | Time: 1945.99 ms
[2021-01-11 07:49:34	                main:574]	:	INFO	:	Epoch 520 | loss: 0.0311925 | val_loss: 0.0311987 | Time: 1892.96 ms
[2021-01-11 07:49:36	                main:574]	:	INFO	:	Epoch 521 | loss: 0.0311924 | val_loss: 0.0311999 | Time: 1912.9 ms
[2021-01-11 07:49:38	                main:574]	:	INFO	:	Epoch 522 | loss: 0.0311929 | val_loss: 0.0312016 | Time: 1935.35 ms
[2021-01-11 07:49:40	                main:574]	:	INFO	:	Epoch 523 | loss: 0.0311933 | val_loss: 0.0311971 | Time: 1950.08 ms
[2021-01-11 07:49:42	                main:574]	:	INFO	:	Epoch 524 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 1963.36 ms
[2021-01-11 07:49:44	                main:574]	:	INFO	:	Epoch 525 | loss: 0.0311923 | val_loss: 0.0311973 | Time: 1920.94 ms
[2021-01-11 07:49:46	                main:574]	:	INFO	:	Epoch 526 | loss: 0.0311921 | val_loss: 0.031198 | Time: 1987.16 ms
[2021-01-11 07:49:48	                main:574]	:	INFO	:	Epoch 527 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 1946.17 ms
[2021-01-11 07:49:50	                main:574]	:	INFO	:	Epoch 528 | loss: 0.0311923 | val_loss: 0.0311978 | Time: 1941.47 ms
[2021-01-11 07:49:52	                main:574]	:	INFO	:	Epoch 529 | loss: 0.0311936 | val_loss: 0.031199 | Time: 1889.15 ms
[2021-01-11 07:49:54	                main:574]	:	INFO	:	Epoch 530 | loss: 0.0311931 | val_loss: 0.0311974 | Time: 1910.55 ms
[2021-01-11 07:49:56	                main:574]	:	INFO	:	Epoch 531 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 1897.58 ms
[2021-01-11 07:49:58	                main:574]	:	INFO	:	Epoch 532 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 1943.43 ms
[2021-01-11 07:50:00	                main:574]	:	INFO	:	Epoch 533 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 1942.42 ms
[2021-01-11 07:50:02	                main:574]	:	INFO	:	Epoch 534 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 1922.92 ms
[2021-01-11 07:50:03	                main:574]	:	INFO	:	Epoch 535 | loss: 0.0311911 | val_loss: 0.0311971 | Time: 1901.84 ms
[2021-01-11 07:50:05	                main:574]	:	INFO	:	Epoch 536 | loss: 0.0311914 | val_loss: 0.031197 | Time: 1943.03 ms
[2021-01-11 07:50:07	                main:574]	:	INFO	:	Epoch 537 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 1899.76 ms
[2021-01-11 07:50:09	                main:574]	:	INFO	:	Epoch 538 | loss: 0.0311939 | val_loss: 0.0311974 | Time: 1919.04 ms
[2021-01-11 07:50:11	                main:574]	:	INFO	:	Epoch 539 | loss: 0.0311941 | val_loss: 0.0311975 | Time: 1907.61 ms
[2021-01-11 07:50:13	                main:574]	:	INFO	:	Epoch 540 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1947.51 ms
[2021-01-11 07:50:15	                main:574]	:	INFO	:	Epoch 541 | loss: 0.0311912 | val_loss: 0.0311997 | Time: 1939.06 ms
[2021-01-11 07:50:17	                main:574]	:	INFO	:	Epoch 542 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 1900.49 ms
[2021-01-11 07:50:19	                main:574]	:	INFO	:	Epoch 543 | loss: 0.0311913 | val_loss: 0.0311994 | Time: 1914.2 ms
[2021-01-11 07:50:21	                main:574]	:	INFO	:	Epoch 544 | loss: 0.0311936 | val_loss: 0.031198 | Time: 1895.63 ms
[2021-01-11 07:50:23	                main:574]	:	INFO	:	Epoch 545 | loss: 0.0311914 | val_loss: 0.0311979 | Time: 1875.25 ms
[2021-01-11 07:50:25	                main:574]	:	INFO	:	Epoch 546 | loss: 0.0311907 | val_loss: 0.031197 | Time: 1881.61 ms
[2021-01-11 07:50:27	                main:574]	:	INFO	:	Epoch 547 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 1889.92 ms
[2021-01-11 07:50:28	                main:574]	:	INFO	:	Epoch 548 | loss: 0.0311917 | val_loss: 0.0311976 | Time: 1882.44 ms
[2021-01-11 07:50:30	                main:574]	:	INFO	:	Epoch 549 | loss: 0.0311925 | val_loss: 0.0311979 | Time: 1887.01 ms
[2021-01-11 07:50:32	                main:574]	:	INFO	:	Epoch 550 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 1959.08 ms
[2021-01-11 07:50:34	                main:574]	:	INFO	:	Epoch 551 | loss: 0.0311916 | val_loss: 0.0311991 | Time: 1933.63 ms
[2021-01-11 07:50:36	                main:574]	:	INFO	:	Epoch 552 | loss: 0.0311921 | val_loss: 0.0312019 | Time: 1902.5 ms
[2021-01-11 07:50:38	                main:574]	:	INFO	:	Epoch 553 | loss: 0.0311914 | val_loss: 0.0311986 | Time: 1893.59 ms
[2021-01-11 07:50:40	                main:574]	:	INFO	:	Epoch 554 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 1919.37 ms
[2021-01-11 07:50:42	                main:574]	:	INFO	:	Epoch 555 | loss: 0.0311923 | val_loss: 0.0311983 | Time: 1907.96 ms
[2021-01-11 07:50:44	                main:574]	:	INFO	:	Epoch 556 | loss: 0.0311908 | val_loss: 0.0311983 | Time: 1918.21 ms
[2021-01-11 07:50:46	                main:574]	:	INFO	:	Epoch 557 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 1906.37 ms
[2021-01-11 07:50:48	                main:574]	:	INFO	:	Epoch 558 | loss: 0.0311912 | val_loss: 0.0311975 | Time: 1937.9 ms
[2021-01-11 07:50:50	                main:574]	:	INFO	:	Epoch 559 | loss: 0.0311907 | val_loss: 0.0311988 | Time: 1887.08 ms
[2021-01-11 07:50:52	                main:574]	:	INFO	:	Epoch 560 | loss: 0.0311975 | val_loss: 0.031202 | Time: 1927.27 ms
[2021-01-11 07:50:54	                main:574]	:	INFO	:	Epoch 561 | loss: 0.0312 | val_loss: 0.0312011 | Time: 1971.23 ms
[2021-01-11 07:50:56	                main:574]	:	INFO	:	Epoch 562 | loss: 0.0312016 | val_loss: 0.0312027 | Time: 1945.58 ms
[2021-01-11 07:50:57	                main:574]	:	INFO	:	Epoch 563 | loss: 0.0311988 | val_loss: 0.0312002 | Time: 1861.3 ms
[2021-01-11 07:50:59	                main:574]	:	INFO	:	Epoch 564 | loss: 0.0311987 | val_loss: 0.0312017 | Time: 1926.99 ms
[2021-01-11 07:51:01	                main:574]	:	INFO	:	Epoch 565 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 1932.69 ms
[2021-01-11 07:51:03	                main:574]	:	INFO	:	Epoch 566 | loss: 0.0311984 | val_loss: 0.0311994 | Time: 1938.85 ms
[2021-01-11 07:51:05	                main:574]	:	INFO	:	Epoch 567 | loss: 0.0311971 | val_loss: 0.0311989 | Time: 1928.9 ms
[2021-01-11 07:51:07	                main:574]	:	INFO	:	Epoch 568 | loss: 0.0311965 | val_loss: 0.0311994 | Time: 1931.29 ms
[2021-01-11 07:51:09	                main:574]	:	INFO	:	Epoch 569 | loss: 0.0311967 | val_loss: 0.0311998 | Time: 1911.93 ms
[2021-01-11 07:51:11	                main:574]	:	INFO	:	Epoch 570 | loss: 0.0311987 | val_loss: 0.0312041 | Time: 1907.29 ms
[2021-01-11 07:51:13	                main:574]	:	INFO	:	Epoch 571 | loss: 0.0311968 | val_loss: 0.0312005 | Time: 1998.85 ms
[2021-01-11 07:51:15	                main:574]	:	INFO	:	Epoch 572 | loss: 0.0311968 | val_loss: 0.0312034 | Time: 1938.58 ms
[2021-01-11 07:51:17	                main:574]	:	INFO	:	Epoch 573 | loss: 0.0312009 | val_loss: 0.0312085 | Time: 1895.33 ms
[2021-01-11 07:51:19	                main:574]	:	INFO	:	Epoch 574 | loss: 0.0311987 | val_loss: 0.0312002 | Time: 1927.23 ms
[2021-01-11 07:51:21	                main:574]	:	INFO	:	Epoch 575 | loss: 0.0311962 | val_loss: 0.0311992 | Time: 1899.71 ms
[2021-01-11 07:51:23	                main:574]	:	INFO	:	Epoch 576 | loss: 0.0311955 | val_loss: 0.0311989 | Time: 1912.96 ms
[2021-01-11 07:51:25	                main:574]	:	INFO	:	Epoch 577 | loss: 0.0311962 | val_loss: 0.0312 | Time: 1919.82 ms
[2021-01-11 07:51:27	                main:574]	:	INFO	:	Epoch 578 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 1909.8 ms
[2021-01-11 07:51:29	                main:574]	:	INFO	:	Epoch 579 | loss: 0.0311975 | val_loss: 0.0311988 | Time: 1964.05 ms
[2021-01-11 07:51:31	                main:574]	:	INFO	:	Epoch 580 | loss: 0.031199 | val_loss: 0.0311987 | Time: 1950.42 ms
[2021-01-11 07:51:32	                main:574]	:	INFO	:	Epoch 581 | loss: 0.0311962 | val_loss: 0.0312046 | Time: 1942.92 ms
[2021-01-11 07:51:34	                main:574]	:	INFO	:	Epoch 582 | loss: 0.0311983 | val_loss: 0.0312059 | Time: 1959.36 ms
[2021-01-11 07:51:36	                main:574]	:	INFO	:	Epoch 583 | loss: 0.0311977 | val_loss: 0.0311993 | Time: 1914.55 ms
[2021-01-11 07:51:38	                main:574]	:	INFO	:	Epoch 584 | loss: 0.0311974 | val_loss: 0.0312021 | Time: 1928.4 ms
[2021-01-11 07:51:40	                main:574]	:	INFO	:	Epoch 585 | loss: 0.0311974 | val_loss: 0.0311999 | Time: 1921.98 ms
[2021-01-11 07:51:42	                main:574]	:	INFO	:	Epoch 586 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 1978.14 ms
[2021-01-11 07:51:44	                main:574]	:	INFO	:	Epoch 587 | loss: 0.0311967 | val_loss: 0.0311989 | Time: 1954.17 ms
[2021-01-11 07:51:46	                main:574]	:	INFO	:	Epoch 588 | loss: 0.0311953 | val_loss: 0.0311987 | Time: 1948.71 ms
[2021-01-11 07:51:48	                main:574]	:	INFO	:	Epoch 589 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 1938.11 ms
[2021-01-11 07:51:50	                main:574]	:	INFO	:	Epoch 590 | loss: 0.0312014 | val_loss: 0.0312054 | Time: 1943.22 ms
[2021-01-11 07:51:52	                main:574]	:	INFO	:	Epoch 591 | loss: 0.0312034 | val_loss: 0.0311989 | Time: 1890.18 ms
[2021-01-11 07:51:54	                main:574]	:	INFO	:	Epoch 592 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 1941.05 ms
[2021-01-11 07:51:56	                main:574]	:	INFO	:	Epoch 593 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 1923.07 ms
[2021-01-11 07:51:58	                main:574]	:	INFO	:	Epoch 594 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 1896.03 ms
[2021-01-11 07:52:00	                main:574]	:	INFO	:	Epoch 595 | loss: 0.0311947 | val_loss: 0.0311974 | Time: 1882.91 ms
[2021-01-11 07:52:02	                main:574]	:	INFO	:	Epoch 596 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 1941.19 ms
[2021-01-11 07:52:04	                main:574]	:	INFO	:	Epoch 597 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 1946.19 ms
[2021-01-11 07:52:06	                main:574]	:	INFO	:	Epoch 598 | loss: 0.0311946 | val_loss: 0.0311973 | Time: 1929.14 ms
[2021-01-11 07:52:07	                main:574]	:	INFO	:	Epoch 599 | loss: 0.0311945 | val_loss: 0.0312012 | Time: 1920.09 ms
[2021-01-11 07:52:09	                main:574]	:	INFO	:	Epoch 600 | loss: 0.0311994 | val_loss: 0.0312053 | Time: 1932.49 ms
[2021-01-11 07:52:11	                main:574]	:	INFO	:	Epoch 601 | loss: 0.0311983 | val_loss: 0.0311981 | Time: 1932.34 ms
[2021-01-11 07:52:13	                main:574]	:	INFO	:	Epoch 602 | loss: 0.0311971 | val_loss: 0.0312003 | Time: 1903.74 ms
[2021-01-11 07:52:15	                main:574]	:	INFO	:	Epoch 603 | loss: 0.0311962 | val_loss: 0.0312003 | Time: 1949.93 ms
[2021-01-11 07:52:17	                main:574]	:	INFO	:	Epoch 604 | loss: 0.0311951 | val_loss: 0.0312011 | Time: 1896.35 ms
[2021-01-11 07:52:19	                main:574]	:	INFO	:	Epoch 605 | loss: 0.0311944 | val_loss: 0.0311987 | Time: 1879.06 ms
[2021-01-11 07:52:21	                main:574]	:	INFO	:	Epoch 606 | loss: 0.0311953 | val_loss: 0.0311983 | Time: 1956.37 ms
[2021-01-11 07:52:23	                main:574]	:	INFO	:	Epoch 607 | loss: 0.0311946 | val_loss: 0.0311981 | Time: 2005.76 ms
[2021-01-11 07:52:25	                main:574]	:	INFO	:	Epoch 608 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 1963.02 ms
[2021-01-11 07:52:27	                main:574]	:	INFO	:	Epoch 609 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 1937.9 ms
[2021-01-11 07:52:29	                main:574]	:	INFO	:	Epoch 610 | loss: 0.0311949 | val_loss: 0.0311985 | Time: 1938.56 ms
[2021-01-11 07:52:31	                main:574]	:	INFO	:	Epoch 611 | loss: 0.0311941 | val_loss: 0.0311995 | Time: 1945.75 ms
[2021-01-11 07:52:33	                main:574]	:	INFO	:	Epoch 612 | loss: 0.0311954 | val_loss: 0.0311982 | Time: 1918.82 ms
[2021-01-11 07:52:35	                main:574]	:	INFO	:	Epoch 613 | loss: 0.0311953 | val_loss: 0.0312011 | Time: 1922.63 ms
[2021-01-11 07:52:37	                main:574]	:	INFO	:	Epoch 614 | loss: 0.0311948 | val_loss: 0.0311982 | Time: 1971.34 ms
[2021-01-11 07:52:39	                main:574]	:	INFO	:	Epoch 615 | loss: 0.0311948 | val_loss: 0.0312014 | Time: 1893.28 ms
[2021-01-11 07:52:41	                main:574]	:	INFO	:	Epoch 616 | loss: 0.0311947 | val_loss: 0.0311988 | Time: 1922.32 ms
[2021-01-11 07:52:43	                main:574]	:	INFO	:	Epoch 617 | loss: 0.0311945 | val_loss: 0.0311998 | Time: 1975.63 ms
[2021-01-11 07:52:45	                main:574]	:	INFO	:	Epoch 618 | loss: 0.0311938 | val_loss: 0.0312001 | Time: 1969.69 ms
[2021-01-11 07:52:46	                main:574]	:	INFO	:	Epoch 619 | loss: 0.0311938 | val_loss: 0.0311982 | Time: 1893.43 ms
[2021-01-11 07:52:48	                main:574]	:	INFO	:	Epoch 620 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 1918.04 ms
[2021-01-11 07:52:50	                main:574]	:	INFO	:	Epoch 621 | loss: 0.0311932 | val_loss: 0.0311971 | Time: 1946.36 ms
[2021-01-11 07:52:52	                main:574]	:	INFO	:	Epoch 622 | loss: 0.0311932 | val_loss: 0.0311973 | Time: 1889.61 ms
[2021-01-11 07:52:54	                main:574]	:	INFO	:	Epoch 623 | loss: 0.0311928 | val_loss: 0.0311965 | Time: 1922.29 ms
[2021-01-11 07:52:56	                main:574]	:	INFO	:	Epoch 624 | loss: 0.0311925 | val_loss: 0.0311962 | Time: 1936.87 ms
[2021-01-11 07:52:58	                main:574]	:	INFO	:	Epoch 625 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 1907.65 ms
[2021-01-11 07:53:00	                main:574]	:	INFO	:	Epoch 626 | loss: 0.0311924 | val_loss: 0.0311968 | Time: 1941.78 ms
[2021-01-11 07:53:02	                main:574]	:	INFO	:	Epoch 627 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 1999.76 ms
[2021-01-11 07:53:04	                main:574]	:	INFO	:	Epoch 628 | loss: 0.0311918 | val_loss: 0.0311963 | Time: 2009.86 ms
[2021-01-11 07:53:06	                main:574]	:	INFO	:	Epoch 629 | loss: 0.0311918 | val_loss: 0.0311988 | Time: 1945.73 ms
[2021-01-11 07:53:08	                main:574]	:	INFO	:	Epoch 630 | loss: 0.0311922 | val_loss: 0.0311971 | Time: 1913.75 ms
[2021-01-11 07:53:10	                main:574]	:	INFO	:	Epoch 631 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 1934.04 ms
[2021-01-11 07:53:12	                main:574]	:	INFO	:	Epoch 632 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 1930.06 ms
[2021-01-11 07:53:14	                main:574]	:	INFO	:	Epoch 633 | loss: 0.0311914 | val_loss: 0.0311969 | Time: 1943.81 ms
[2021-01-11 07:53:16	                main:574]	:	INFO	:	Epoch 634 | loss: 0.0311949 | val_loss: 0.0311973 | Time: 1950.77 ms
[2021-01-11 07:53:18	                main:574]	:	INFO	:	Epoch 635 | loss: 0.0311917 | val_loss: 0.0311975 | Time: 1927.61 ms
[2021-01-11 07:53:20	                main:574]	:	INFO	:	Epoch 636 | loss: 0.0311927 | val_loss: 0.0311989 | Time: 1916.46 ms
[2021-01-11 07:53:22	                main:574]	:	INFO	:	Epoch 637 | loss: 0.0311934 | val_loss: 0.0311973 | Time: 1949.52 ms
[2021-01-11 07:53:24	                main:574]	:	INFO	:	Epoch 638 | loss: 0.0311916 | val_loss: 0.0311967 | Time: 1979.67 ms
[2021-01-11 07:53:26	                main:574]	:	INFO	:	Epoch 639 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 1894.89 ms
[2021-01-11 07:53:27	                main:574]	:	INFO	:	Epoch 640 | loss: 0.0311947 | val_loss: 0.0311964 | Time: 1912.3 ms
[2021-01-11 07:53:29	                main:574]	:	INFO	:	Epoch 641 | loss: 0.031195 | val_loss: 0.0312095 | Time: 1914.9 ms
[2021-01-11 07:53:31	                main:574]	:	INFO	:	Epoch 642 | loss: 0.0311966 | val_loss: 0.0311979 | Time: 1914.77 ms
[2021-01-11 07:53:33	                main:574]	:	INFO	:	Epoch 643 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 1925.96 ms
[2021-01-11 07:53:35	                main:574]	:	INFO	:	Epoch 644 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 1935.7 ms
[2021-01-11 07:53:37	                main:574]	:	INFO	:	Epoch 645 | loss: 0.0311913 | val_loss: 0.0311964 | Time: 1947.53 ms
[2021-01-11 07:53:39	                main:574]	:	INFO	:	Epoch 646 | loss: 0.0311911 | val_loss: 0.0311964 | Time: 1922.53 ms
[2021-01-11 07:53:41	                main:574]	:	INFO	:	Epoch 647 | loss: 0.0311909 | val_loss: 0.0311994 | Time: 1910.58 ms
[2021-01-11 07:53:43	                main:574]	:	INFO	:	Epoch 648 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 1918.06 ms
[2021-01-11 07:53:45	                main:574]	:	INFO	:	Epoch 649 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1907.55 ms
[2021-01-11 07:53:47	                main:574]	:	INFO	:	Epoch 650 | loss: 0.0311911 | val_loss: 0.0311959 | Time: 1884.55 ms
[2021-01-11 07:53:49	                main:574]	:	INFO	:	Epoch 651 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 1877.39 ms
[2021-01-11 07:53:51	                main:574]	:	INFO	:	Epoch 652 | loss: 0.0311906 | val_loss: 0.0311967 | Time: 1935.42 ms
[2021-01-11 07:53:53	                main:574]	:	INFO	:	Epoch 653 | loss: 0.0311904 | val_loss: 0.0311952 | Time: 1945.5 ms
[2021-01-11 07:53:55	                main:574]	:	INFO	:	Epoch 654 | loss: 0.0311902 | val_loss: 0.0311956 | Time: 1943.24 ms
[2021-01-11 07:53:57	                main:574]	:	INFO	:	Epoch 655 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 1954.88 ms
[2021-01-11 07:53:58	                main:574]	:	INFO	:	Epoch 656 | loss: 0.0311904 | val_loss: 0.0311956 | Time: 1917.28 ms
[2021-01-11 07:54:00	                main:574]	:	INFO	:	Epoch 657 | loss: 0.0311919 | val_loss: 0.0311954 | Time: 1931.11 ms
[2021-01-11 07:54:02	                main:574]	:	INFO	:	Epoch 658 | loss: 0.031194 | val_loss: 0.0311957 | Time: 1962.28 ms
[2021-01-11 07:54:04	                main:574]	:	INFO	:	Epoch 659 | loss: 0.0311931 | val_loss: 0.0311944 | Time: 1913.24 ms
[2021-01-11 07:54:06	                main:574]	:	INFO	:	Epoch 660 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 1902.5 ms
[2021-01-11 07:54:08	                main:574]	:	INFO	:	Epoch 661 | loss: 0.03119 | val_loss: 0.0311953 | Time: 1904.83 ms
[2021-01-11 07:54:10	                main:574]	:	INFO	:	Epoch 662 | loss: 0.0311894 | val_loss: 0.0311942 | Time: 1936.12 ms
[2021-01-11 07:54:12	                main:574]	:	INFO	:	Epoch 663 | loss: 0.0311899 | val_loss: 0.0311943 | Time: 1986.36 ms
[2021-01-11 07:54:14	                main:574]	:	INFO	:	Epoch 664 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 1924.25 ms
[2021-01-11 07:54:16	                main:574]	:	INFO	:	Epoch 665 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 1954.97 ms
[2021-01-11 07:54:18	                main:574]	:	INFO	:	Epoch 666 | loss: 0.0311908 | val_loss: 0.0311975 | Time: 1923.82 ms
[2021-01-11 07:54:20	                main:574]	:	INFO	:	Epoch 667 | loss: 0.0311898 | val_loss: 0.031194 | Time: 1911.19 ms
[2021-01-11 07:54:22	                main:574]	:	INFO	:	Epoch 668 | loss: 0.0311898 | val_loss: 0.0311967 | Time: 1944.93 ms
[2021-01-11 07:54:24	                main:574]	:	INFO	:	Epoch 669 | loss: 0.0311912 | val_loss: 0.031196 | Time: 1946.66 ms
[2021-01-11 07:54:26	                main:574]	:	INFO	:	Epoch 670 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 1946 ms
[2021-01-11 07:54:28	                main:574]	:	INFO	:	Epoch 671 | loss: 0.0311915 | val_loss: 0.0311976 | Time: 1919.72 ms
[2021-01-11 07:54:30	                main:574]	:	INFO	:	Epoch 672 | loss: 0.0311896 | val_loss: 0.0311946 | Time: 1873.84 ms
[2021-01-11 07:54:32	                main:574]	:	INFO	:	Epoch 673 | loss: 0.0311893 | val_loss: 0.0311944 | Time: 1966.54 ms
[2021-01-11 07:54:34	                main:574]	:	INFO	:	Epoch 674 | loss: 0.0311889 | val_loss: 0.0311939 | Time: 1986.22 ms
[2021-01-11 07:54:36	                main:574]	:	INFO	:	Epoch 675 | loss: 0.0311884 | val_loss: 0.0311945 | Time: 1959.47 ms
[2021-01-11 07:54:37	                main:574]	:	INFO	:	Epoch 676 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1927.91 ms
[2021-01-11 07:54:39	                main:574]	:	INFO	:	Epoch 677 | loss: 0.0311889 | val_loss: 0.0311959 | Time: 1956.45 ms
[2021-01-11 07:54:41	                main:574]	:	INFO	:	Epoch 678 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 1951.38 ms
[2021-01-11 07:54:43	                main:574]	:	INFO	:	Epoch 679 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1895.04 ms
[2021-01-11 07:54:45	                main:574]	:	INFO	:	Epoch 680 | loss: 0.0311905 | val_loss: 0.0311953 | Time: 1961.84 ms
[2021-01-11 07:54:47	                main:574]	:	INFO	:	Epoch 681 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 1967.22 ms
[2021-01-11 07:54:49	                main:574]	:	INFO	:	Epoch 682 | loss: 0.031189 | val_loss: 0.031194 | Time: 1944.8 ms
[2021-01-11 07:54:51	                main:574]	:	INFO	:	Epoch 683 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 1957.98 ms
[2021-01-11 07:54:53	                main:574]	:	INFO	:	Epoch 684 | loss: 0.0311885 | val_loss: 0.0311943 | Time: 1994.01 ms
[2021-01-11 07:54:55	                main:574]	:	INFO	:	Epoch 685 | loss: 0.0311893 | val_loss: 0.0311943 | Time: 1976.88 ms
[2021-01-11 07:54:57	                main:574]	:	INFO	:	Epoch 686 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1924.17 ms
[2021-01-11 07:54:59	                main:574]	:	INFO	:	Epoch 687 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 1959.1 ms
[2021-01-11 07:55:01	                main:574]	:	INFO	:	Epoch 688 | loss: 0.0311906 | val_loss: 0.0311949 | Time: 1927.13 ms
[2021-01-11 07:55:03	                main:574]	:	INFO	:	Epoch 689 | loss: 0.031189 | val_loss: 0.0311973 | Time: 1904.35 ms
[2021-01-11 07:55:05	                main:574]	:	INFO	:	Epoch 690 | loss: 0.0311895 | val_loss: 0.0311951 | Time: 1970.08 ms
[2021-01-11 07:55:07	                main:574]	:	INFO	:	Epoch 691 | loss: 0.0311886 | val_loss: 0.0311938 | Time: 1962.64 ms
[2021-01-11 07:55:09	                main:574]	:	INFO	:	Epoch 692 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 1981.71 ms
[2021-01-11 07:55:11	                main:574]	:	INFO	:	Epoch 693 | loss: 0.0311894 | val_loss: 0.0311934 | Time: 1963.02 ms
[2021-01-11 07:55:13	                main:574]	:	INFO	:	Epoch 694 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 1963.82 ms
[2021-01-11 07:55:15	                main:574]	:	INFO	:	Epoch 695 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 1951.18 ms
[2021-01-11 07:55:17	                main:574]	:	INFO	:	Epoch 696 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1897.64 ms
[2021-01-11 07:55:19	                main:574]	:	INFO	:	Epoch 697 | loss: 0.0311915 | val_loss: 0.0311966 | Time: 1946.15 ms
[2021-01-11 07:55:21	                main:574]	:	INFO	:	Epoch 698 | loss: 0.0311924 | val_loss: 0.0311911 | Time: 1874.34 ms
[2021-01-11 07:55:23	                main:574]	:	INFO	:	Epoch 699 | loss: 0.0311906 | val_loss: 0.0311921 | Time: 1954.37 ms
[2021-01-11 07:55:24	                main:574]	:	INFO	:	Epoch 700 | loss: 0.0311922 | val_loss: 0.03119 | Time: 1908.23 ms
[2021-01-11 07:55:26	                main:574]	:	INFO	:	Epoch 701 | loss: 0.031189 | val_loss: 0.031189 | Time: 1938.97 ms
[2021-01-11 07:55:28	                main:574]	:	INFO	:	Epoch 702 | loss: 0.0311886 | val_loss: 0.0311893 | Time: 1944.64 ms
[2021-01-11 07:55:30	                main:574]	:	INFO	:	Epoch 703 | loss: 0.0311886 | val_loss: 0.0311886 | Time: 1947.52 ms
[2021-01-11 07:55:32	                main:574]	:	INFO	:	Epoch 704 | loss: 0.0311876 | val_loss: 0.0311906 | Time: 1936.45 ms
[2021-01-11 07:55:34	                main:574]	:	INFO	:	Epoch 705 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 1910.39 ms
[2021-01-11 07:55:36	                main:574]	:	INFO	:	Epoch 706 | loss: 0.031187 | val_loss: 0.0311902 | Time: 1885.8 ms
[2021-01-11 07:55:38	                main:574]	:	INFO	:	Epoch 707 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 1916.1 ms
[2021-01-11 07:55:40	                main:574]	:	INFO	:	Epoch 708 | loss: 0.0311895 | val_loss: 0.0311884 | Time: 1905.58 ms
[2021-01-11 07:55:42	                main:574]	:	INFO	:	Epoch 709 | loss: 0.031186 | val_loss: 0.031188 | Time: 1952.22 ms
[2021-01-11 07:55:44	                main:574]	:	INFO	:	Epoch 710 | loss: 0.031185 | val_loss: 0.03119 | Time: 1909.68 ms
[2021-01-11 07:55:46	                main:574]	:	INFO	:	Epoch 711 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 1949.66 ms
[2021-01-11 07:55:48	                main:574]	:	INFO	:	Epoch 712 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 1940.33 ms
[2021-01-11 07:55:50	                main:574]	:	INFO	:	Epoch 713 | loss: 0.0311839 | val_loss: 0.0311887 | Time: 1956.83 ms
[2021-01-11 07:55:52	                main:574]	:	INFO	:	Epoch 714 | loss: 0.031188 | val_loss: 0.0311957 | Time: 1928.94 ms
[2021-01-11 07:55:54	                main:574]	:	INFO	:	Epoch 715 | loss: 0.0311849 | val_loss: 0.0311898 | Time: 1916.81 ms
[2021-01-11 07:55:55	                main:574]	:	INFO	:	Epoch 716 | loss: 0.0311826 | val_loss: 0.0311882 | Time: 1888.72 ms
[2021-01-11 07:55:57	                main:574]	:	INFO	:	Epoch 717 | loss: 0.0311834 | val_loss: 0.0311884 | Time: 1915.6 ms
[2021-01-11 07:55:59	                main:574]	:	INFO	:	Epoch 718 | loss: 0.031182 | val_loss: 0.0311878 | Time: 1875.02 ms
[2021-01-11 07:56:01	                main:574]	:	INFO	:	Epoch 719 | loss: 0.0311821 | val_loss: 0.0311902 | Time: 1944.32 ms
[2021-01-11 07:56:03	                main:574]	:	INFO	:	Epoch 720 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1957.49 ms
[2021-01-11 07:56:05	                main:574]	:	INFO	:	Epoch 721 | loss: 0.0311827 | val_loss: 0.0311873 | Time: 1938.12 ms
[2021-01-11 07:56:07	                main:574]	:	INFO	:	Epoch 722 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 1912.88 ms
[2021-01-11 07:56:09	                main:574]	:	INFO	:	Epoch 723 | loss: 0.0311838 | val_loss: 0.0311947 | Time: 1927.67 ms
[2021-01-11 07:56:11	                main:574]	:	INFO	:	Epoch 724 | loss: 0.0311875 | val_loss: 0.0311919 | Time: 1935.47 ms
[2021-01-11 07:56:13	                main:574]	:	INFO	:	Epoch 725 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 1903.05 ms
[2021-01-11 07:56:15	                main:574]	:	INFO	:	Epoch 726 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 1892.09 ms
[2021-01-11 07:56:17	                main:574]	:	INFO	:	Epoch 727 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 1918.36 ms
[2021-01-11 07:56:19	                main:574]	:	INFO	:	Epoch 728 | loss: 0.031182 | val_loss: 0.0311851 | Time: 1939.85 ms
[2021-01-11 07:56:21	                main:574]	:	INFO	:	Epoch 729 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 1940.98 ms
[2021-01-11 07:56:23	                main:574]	:	INFO	:	Epoch 730 | loss: 0.0311799 | val_loss: 0.0311849 | Time: 1953.35 ms
[2021-01-11 07:56:24	                main:574]	:	INFO	:	Epoch 731 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 1947.31 ms
[2021-01-11 07:56:26	                main:574]	:	INFO	:	Epoch 732 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 1956.6 ms
[2021-01-11 07:56:28	                main:574]	:	INFO	:	Epoch 733 | loss: 0.0311794 | val_loss: 0.031185 | Time: 1927.65 ms
[2021-01-11 07:56:30	                main:574]	:	INFO	:	Epoch 734 | loss: 0.0311796 | val_loss: 0.0311857 | Time: 1917.79 ms
[2021-01-11 07:56:32	                main:574]	:	INFO	:	Epoch 735 | loss: 0.03118 | val_loss: 0.0311858 | Time: 1911.78 ms
[2021-01-11 07:56:34	                main:574]	:	INFO	:	Epoch 736 | loss: 0.0311797 | val_loss: 0.0311847 | Time: 1882.73 ms
[2021-01-11 07:56:36	                main:574]	:	INFO	:	Epoch 737 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 1876.12 ms
[2021-01-11 07:56:38	                main:574]	:	INFO	:	Epoch 738 | loss: 0.0311795 | val_loss: 0.0311838 | Time: 1932.86 ms
[2021-01-11 07:56:40	                main:574]	:	INFO	:	Epoch 739 | loss: 0.0311786 | val_loss: 0.0311838 | Time: 1922.51 ms
[2021-01-11 07:56:42	                main:574]	:	INFO	:	Epoch 740 | loss: 0.0311795 | val_loss: 0.0311831 | Time: 1965.34 ms
[2021-01-11 07:56:44	                main:574]	:	INFO	:	Epoch 741 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 1980.28 ms
[2021-01-11 07:56:46	                main:574]	:	INFO	:	Epoch 742 | loss: 0.0311792 | val_loss: 0.031184 | Time: 1943.4 ms
[2021-01-11 07:56:48	                main:574]	:	INFO	:	Epoch 743 | loss: 0.03118 | val_loss: 0.0311888 | Time: 1911.56 ms
[2021-01-11 07:56:50	                main:574]	:	INFO	:	Epoch 744 | loss: 0.0311807 | val_loss: 0.0311855 | Time: 1918.15 ms
[2021-01-11 07:56:52	                main:574]	:	INFO	:	Epoch 745 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 1899.81 ms
[2021-01-11 07:56:54	                main:574]	:	INFO	:	Epoch 746 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 1921.21 ms
[2021-01-11 07:56:55	                main:574]	:	INFO	:	Epoch 747 | loss: 0.031177 | val_loss: 0.0311826 | Time: 1937.31 ms
[2021-01-11 07:56:57	                main:574]	:	INFO	:	Epoch 748 | loss: 0.031177 | val_loss: 0.0311845 | Time: 1987.98 ms
[2021-01-11 07:56:59	                main:574]	:	INFO	:	Epoch 749 | loss: 0.0311771 | val_loss: 0.0311844 | Time: 1925.72 ms
[2021-01-11 07:57:01	                main:574]	:	INFO	:	Epoch 750 | loss: 0.0311773 | val_loss: 0.0311836 | Time: 1958.14 ms
[2021-01-11 07:57:03	                main:574]	:	INFO	:	Epoch 751 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 1973.79 ms
[2021-01-11 07:57:05	                main:574]	:	INFO	:	Epoch 752 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 1918.9 ms
[2021-01-11 07:57:07	                main:574]	:	INFO	:	Epoch 753 | loss: 0.0311777 | val_loss: 0.0311889 | Time: 1904.7 ms
[2021-01-11 07:57:09	                main:574]	:	INFO	:	Epoch 754 | loss: 0.0311813 | val_loss: 0.0311886 | Time: 1967.31 ms
[2021-01-11 07:57:11	                main:574]	:	INFO	:	Epoch 755 | loss: 0.0311821 | val_loss: 0.03119 | Time: 1889.94 ms
[2021-01-11 07:57:13	                main:574]	:	INFO	:	Epoch 756 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 1934.48 ms
[2021-01-11 07:57:15	                main:574]	:	INFO	:	Epoch 757 | loss: 0.031179 | val_loss: 0.0311865 | Time: 1901.75 ms
[2021-01-11 07:57:17	                main:574]	:	INFO	:	Epoch 758 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1946.49 ms
[2021-01-11 07:57:19	                main:574]	:	INFO	:	Epoch 759 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 1937.54 ms
[2021-01-11 07:57:21	                main:574]	:	INFO	:	Epoch 760 | loss: 0.0311773 | val_loss: 0.0311831 | Time: 1954.16 ms
[2021-01-11 07:57:23	                main:574]	:	INFO	:	Epoch 761 | loss: 0.031178 | val_loss: 0.0311825 | Time: 1914.63 ms
[2021-01-11 07:57:25	                main:574]	:	INFO	:	Epoch 762 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 1887.39 ms
[2021-01-11 07:57:27	                main:574]	:	INFO	:	Epoch 763 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 1914.59 ms
[2021-01-11 07:57:29	                main:574]	:	INFO	:	Epoch 764 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1894.18 ms
[2021-01-11 07:57:30	                main:574]	:	INFO	:	Epoch 765 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1904.98 ms
[2021-01-11 07:57:32	                main:574]	:	INFO	:	Epoch 766 | loss: 0.0311826 | val_loss: 0.0311896 | Time: 1901.83 ms
[2021-01-11 07:57:34	                main:574]	:	INFO	:	Epoch 767 | loss: 0.0311851 | val_loss: 0.0311866 | Time: 1958.18 ms
[2021-01-11 07:57:36	                main:574]	:	INFO	:	Epoch 768 | loss: 0.0311832 | val_loss: 0.0311846 | Time: 1954.86 ms
[2021-01-11 07:57:38	                main:574]	:	INFO	:	Epoch 769 | loss: 0.0311821 | val_loss: 0.0311849 | Time: 1978.37 ms
[2021-01-11 07:57:40	                main:574]	:	INFO	:	Epoch 770 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 1954.66 ms
[2021-01-11 07:57:42	                main:574]	:	INFO	:	Epoch 771 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 1930.22 ms
[2021-01-11 07:57:44	                main:574]	:	INFO	:	Epoch 772 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 1931.58 ms
[2021-01-11 07:57:46	                main:574]	:	INFO	:	Epoch 773 | loss: 0.0311801 | val_loss: 0.0311829 | Time: 1923.64 ms
[2021-01-11 07:57:48	                main:574]	:	INFO	:	Epoch 774 | loss: 0.0311802 | val_loss: 0.0311833 | Time: 1925.17 ms
[2021-01-11 07:57:50	                main:574]	:	INFO	:	Epoch 775 | loss: 0.0311798 | val_loss: 0.0311881 | Time: 1929.11 ms
[2021-01-11 07:57:52	                main:574]	:	INFO	:	Epoch 776 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 1922.03 ms
[2021-01-11 07:57:54	                main:574]	:	INFO	:	Epoch 777 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 1909.08 ms
[2021-01-11 07:57:56	                main:574]	:	INFO	:	Epoch 778 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1951.71 ms
[2021-01-11 07:57:58	                main:574]	:	INFO	:	Epoch 779 | loss: 0.0311789 | val_loss: 0.031183 | Time: 1981.02 ms
[2021-01-11 07:58:00	                main:574]	:	INFO	:	Epoch 780 | loss: 0.0311799 | val_loss: 0.0311841 | Time: 1909.32 ms
[2021-01-11 07:58:02	                main:574]	:	INFO	:	Epoch 781 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 1902.81 ms
[2021-01-11 07:58:04	                main:574]	:	INFO	:	Epoch 782 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 1916.45 ms
[2021-01-11 07:58:06	                main:574]	:	INFO	:	Epoch 783 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 1930.79 ms
[2021-01-11 07:58:07	                main:574]	:	INFO	:	Epoch 784 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1909.88 ms
[2021-01-11 07:58:09	                main:574]	:	INFO	:	Epoch 785 | loss: 0.0311839 | val_loss: 0.0311888 | Time: 1930.37 ms
[2021-01-11 07:58:11	                main:574]	:	INFO	:	Epoch 786 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 1930.92 ms
[2021-01-11 07:58:13	                main:574]	:	INFO	:	Epoch 787 | loss: 0.0311836 | val_loss: 0.0311905 | Time: 1939.53 ms
[2021-01-11 07:58:15	                main:574]	:	INFO	:	Epoch 788 | loss: 0.0311839 | val_loss: 0.0311866 | Time: 1908.43 ms
[2021-01-11 07:58:17	                main:574]	:	INFO	:	Epoch 789 | loss: 0.0311817 | val_loss: 0.0311863 | Time: 2014.21 ms
[2021-01-11 07:58:19	                main:574]	:	INFO	:	Epoch 790 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 1948.06 ms
[2021-01-11 07:58:21	                main:574]	:	INFO	:	Epoch 791 | loss: 0.03118 | val_loss: 0.0311848 | Time: 1914.97 ms
[2021-01-11 07:58:23	                main:574]	:	INFO	:	Epoch 792 | loss: 0.031179 | val_loss: 0.0311849 | Time: 1912.15 ms
[2021-01-11 07:58:25	                main:574]	:	INFO	:	Epoch 793 | loss: 0.0311801 | val_loss: 0.0311873 | Time: 1915.87 ms
[2021-01-11 07:58:27	                main:574]	:	INFO	:	Epoch 794 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 1916.46 ms
[2021-01-11 07:58:29	                main:574]	:	INFO	:	Epoch 795 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 1951.52 ms
[2021-01-11 07:58:31	                main:574]	:	INFO	:	Epoch 796 | loss: 0.0311798 | val_loss: 0.031185 | Time: 1932.96 ms
[2021-01-11 07:58:33	                main:574]	:	INFO	:	Epoch 797 | loss: 0.031178 | val_loss: 0.0311841 | Time: 1895.39 ms
[2021-01-11 07:58:35	                main:574]	:	INFO	:	Epoch 798 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 1899.58 ms
[2021-01-11 07:58:37	                main:574]	:	INFO	:	Epoch 799 | loss: 0.031178 | val_loss: 0.0311843 | Time: 1936.5 ms
[2021-01-11 07:58:39	                main:574]	:	INFO	:	Epoch 800 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 1920.96 ms
[2021-01-11 07:58:40	                main:574]	:	INFO	:	Epoch 801 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1893.42 ms
[2021-01-11 07:58:42	                main:574]	:	INFO	:	Epoch 802 | loss: 0.03118 | val_loss: 0.0311841 | Time: 1870.68 ms
[2021-01-11 07:58:44	                main:574]	:	INFO	:	Epoch 803 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 1859.05 ms
[2021-01-11 07:58:46	                main:574]	:	INFO	:	Epoch 804 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1949.24 ms
[2021-01-11 07:58:48	                main:574]	:	INFO	:	Epoch 805 | loss: 0.0311787 | val_loss: 0.0311834 | Time: 1974.39 ms
[2021-01-11 07:58:50	                main:574]	:	INFO	:	Epoch 806 | loss: 0.031178 | val_loss: 0.0311837 | Time: 1962.66 ms
[2021-01-11 07:58:52	                main:574]	:	INFO	:	Epoch 807 | loss: 0.0311779 | val_loss: 0.0311875 | Time: 1946.37 ms
[2021-01-11 07:58:54	                main:574]	:	INFO	:	Epoch 808 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 1924.63 ms
[2021-01-11 07:58:56	                main:574]	:	INFO	:	Epoch 809 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 1899.51 ms
[2021-01-11 07:58:58	                main:574]	:	INFO	:	Epoch 810 | loss: 0.0311801 | val_loss: 0.0311852 | Time: 1911.58 ms
[2021-01-11 07:59:00	                main:574]	:	INFO	:	Epoch 811 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 1896.72 ms
[2021-01-11 07:59:02	                main:574]	:	INFO	:	Epoch 812 | loss: 0.031177 | val_loss: 0.0311868 | Time: 1906.22 ms
[2021-01-11 07:59:04	                main:574]	:	INFO	:	Epoch 813 | loss: 0.031177 | val_loss: 0.031187 | Time: 1892.92 ms
[2021-01-11 07:59:06	                main:574]	:	INFO	:	Epoch 814 | loss: 0.0311763 | val_loss: 0.031186 | Time: 1923.62 ms
[2021-01-11 07:59:08	                main:574]	:	INFO	:	Epoch 815 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 1955.73 ms
[2021-01-11 07:59:09	                main:574]	:	INFO	:	Epoch 816 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 1967.13 ms
[2021-01-11 07:59:11	                main:574]	:	INFO	:	Epoch 817 | loss: 0.0311758 | val_loss: 0.0311842 | Time: 1935.87 ms
[2021-01-11 07:59:13	                main:574]	:	INFO	:	Epoch 818 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1887 ms
[2021-01-11 07:59:15	                main:574]	:	INFO	:	Epoch 819 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 1878.21 ms
[2021-01-11 07:59:17	                main:574]	:	INFO	:	Epoch 820 | loss: 0.0311753 | val_loss: 0.0311843 | Time: 1871.65 ms
[2021-01-11 07:59:19	                main:574]	:	INFO	:	Epoch 821 | loss: 0.0311781 | val_loss: 0.0311862 | Time: 1910.12 ms
[2021-01-11 07:59:21	                main:574]	:	INFO	:	Epoch 822 | loss: 0.031179 | val_loss: 0.0311871 | Time: 1945.18 ms
[2021-01-11 07:59:23	                main:574]	:	INFO	:	Epoch 823 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 1910.75 ms
[2021-01-11 07:59:25	                main:574]	:	INFO	:	Epoch 824 | loss: 0.0311779 | val_loss: 0.031184 | Time: 1928.23 ms
[2021-01-11 07:59:27	                main:574]	:	INFO	:	Epoch 825 | loss: 0.0311765 | val_loss: 0.0311848 | Time: 1987.51 ms
[2021-01-11 07:59:29	                main:574]	:	INFO	:	Epoch 826 | loss: 0.0311767 | val_loss: 0.031184 | Time: 1963.73 ms
[2021-01-11 07:59:31	                main:574]	:	INFO	:	Epoch 827 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 1915.59 ms
[2021-01-11 07:59:33	                main:574]	:	INFO	:	Epoch 828 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 1868.33 ms
[2021-01-11 07:59:35	                main:574]	:	INFO	:	Epoch 829 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 1897.6 ms
[2021-01-11 07:59:36	                main:574]	:	INFO	:	Epoch 830 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 1921.51 ms
[2021-01-11 07:59:38	                main:574]	:	INFO	:	Epoch 831 | loss: 0.031175 | val_loss: 0.0311821 | Time: 1895.51 ms
[2021-01-11 07:59:40	                main:574]	:	INFO	:	Epoch 832 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 1920.07 ms
[2021-01-11 07:59:42	                main:574]	:	INFO	:	Epoch 833 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 1890.58 ms
[2021-01-11 07:59:44	                main:574]	:	INFO	:	Epoch 834 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 1910.83 ms
[2021-01-11 07:59:46	                main:574]	:	INFO	:	Epoch 835 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 1952.63 ms
[2021-01-11 07:59:48	                main:574]	:	INFO	:	Epoch 836 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2019.97 ms
[2021-01-11 07:59:50	                main:574]	:	INFO	:	Epoch 837 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1958.81 ms
[2021-01-11 07:59:52	                main:574]	:	INFO	:	Epoch 838 | loss: 0.0311768 | val_loss: 0.031183 | Time: 1870.14 ms
[2021-01-11 07:59:54	                main:574]	:	INFO	:	Epoch 839 | loss: 0.0311759 | val_loss: 0.031182 | Time: 1846.22 ms
[2021-01-11 07:59:56	                main:574]	:	INFO	:	Epoch 840 | loss: 0.0311773 | val_loss: 0.0311827 | Time: 1901.9 ms
[2021-01-11 07:59:58	                main:574]	:	INFO	:	Epoch 841 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 1924.76 ms
[2021-01-11 08:00:00	                main:574]	:	INFO	:	Epoch 842 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 1942.67 ms
[2021-01-11 08:00:02	                main:574]	:	INFO	:	Epoch 843 | loss: 0.0311755 | val_loss: 0.0311794 | Time: 1917.92 ms
[2021-01-11 08:00:03	                main:574]	:	INFO	:	Epoch 844 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 1907.73 ms
[2021-01-11 08:00:05	                main:574]	:	INFO	:	Epoch 845 | loss: 0.0311747 | val_loss: 0.0311801 | Time: 1947.5 ms
[2021-01-11 08:00:07	                main:574]	:	INFO	:	Epoch 846 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 1983.93 ms
[2021-01-11 08:00:09	                main:574]	:	INFO	:	Epoch 847 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 1944.84 ms
[2021-01-11 08:00:11	                main:574]	:	INFO	:	Epoch 848 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 1899.68 ms
[2021-01-11 08:00:13	                main:574]	:	INFO	:	Epoch 849 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 1897.03 ms
[2021-01-11 08:00:15	                main:574]	:	INFO	:	Epoch 850 | loss: 0.0311738 | val_loss: 0.0311803 | Time: 1890.17 ms
[2021-01-11 08:00:17	                main:574]	:	INFO	:	Epoch 851 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 1948.22 ms
[2021-01-11 08:00:19	                main:574]	:	INFO	:	Epoch 852 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 1940.53 ms
[2021-01-11 08:00:21	                main:574]	:	INFO	:	Epoch 853 | loss: 0.0311733 | val_loss: 0.03118 | Time: 1967.64 ms
[2021-01-11 08:00:23	                main:574]	:	INFO	:	Epoch 854 | loss: 0.031174 | val_loss: 0.03118 | Time: 1898.46 ms
[2021-01-11 08:00:25	                main:574]	:	INFO	:	Epoch 855 | loss: 0.0311739 | val_loss: 0.0311804 | Time: 1928.11 ms
[2021-01-11 08:00:27	                main:574]	:	INFO	:	Epoch 856 | loss: 0.0311744 | val_loss: 0.0311788 | Time: 1959.03 ms
[2021-01-11 08:00:29	                main:574]	:	INFO	:	Epoch 857 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1914.73 ms
[2021-01-11 08:00:31	                main:574]	:	INFO	:	Epoch 858 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 1899.43 ms
[2021-01-11 08:00:33	                main:574]	:	INFO	:	Epoch 859 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 1849.18 ms
[2021-01-11 08:00:34	                main:574]	:	INFO	:	Epoch 860 | loss: 0.0311747 | val_loss: 0.031182 | Time: 1877.87 ms
[2021-01-11 08:00:36	                main:574]	:	INFO	:	Epoch 861 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 1911.87 ms
[2021-01-11 08:00:38	                main:574]	:	INFO	:	Epoch 862 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1953.77 ms
[2021-01-11 08:00:40	                main:574]	:	INFO	:	Epoch 863 | loss: 0.031173 | val_loss: 0.03118 | Time: 1952.9 ms
[2021-01-11 08:00:42	                main:574]	:	INFO	:	Epoch 864 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 1944.14 ms
[2021-01-11 08:00:44	                main:574]	:	INFO	:	Epoch 865 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 1889.11 ms
[2021-01-11 08:00:46	                main:574]	:	INFO	:	Epoch 866 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 1889.1 ms
[2021-01-11 08:00:48	                main:574]	:	INFO	:	Epoch 867 | loss: 0.0311729 | val_loss: 0.0311809 | Time: 1902.88 ms
[2021-01-11 08:00:50	                main:574]	:	INFO	:	Epoch 868 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 1858.79 ms
[2021-01-11 08:00:52	                main:574]	:	INFO	:	Epoch 869 | loss: 0.0311715 | val_loss: 0.031178 | Time: 1897.46 ms
[2021-01-11 08:00:54	                main:574]	:	INFO	:	Epoch 870 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 1858.41 ms
[2021-01-11 08:00:56	                main:574]	:	INFO	:	Epoch 871 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 1937.26 ms
[2021-01-11 08:00:58	                main:574]	:	INFO	:	Epoch 872 | loss: 0.0311708 | val_loss: 0.03118 | Time: 1985.92 ms
[2021-01-11 08:01:00	                main:574]	:	INFO	:	Epoch 873 | loss: 0.0311724 | val_loss: 0.0311786 | Time: 1957.79 ms
[2021-01-11 08:01:02	                main:574]	:	INFO	:	Epoch 874 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 1968.63 ms
[2021-01-11 08:01:03	                main:574]	:	INFO	:	Epoch 875 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 1940.48 ms
[2021-01-11 08:01:05	                main:574]	:	INFO	:	Epoch 876 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 1874.79 ms
[2021-01-11 08:01:07	                main:574]	:	INFO	:	Epoch 877 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1883.05 ms
[2021-01-11 08:01:09	                main:574]	:	INFO	:	Epoch 878 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 1895.36 ms
[2021-01-11 08:01:11	                main:574]	:	INFO	:	Epoch 879 | loss: 0.031172 | val_loss: 0.0311783 | Time: 1850.13 ms
[2021-01-11 08:01:13	                main:574]	:	INFO	:	Epoch 880 | loss: 0.0311715 | val_loss: 0.0311775 | Time: 1816.06 ms
[2021-01-11 08:01:15	                main:574]	:	INFO	:	Epoch 881 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 1895.76 ms
[2021-01-11 08:01:17	                main:574]	:	INFO	:	Epoch 882 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 1959.74 ms
[2021-01-11 08:01:19	                main:574]	:	INFO	:	Epoch 883 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 1954.66 ms
[2021-01-11 08:01:21	                main:574]	:	INFO	:	Epoch 884 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 1936.79 ms
[2021-01-11 08:01:23	                main:574]	:	INFO	:	Epoch 885 | loss: 0.0311717 | val_loss: 0.0311766 | Time: 1951.35 ms
[2021-01-11 08:01:25	                main:574]	:	INFO	:	Epoch 886 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 1832.3 ms
[2021-01-11 08:01:26	                main:574]	:	INFO	:	Epoch 887 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 1868.84 ms
[2021-01-11 08:01:28	                main:574]	:	INFO	:	Epoch 888 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 1883.78 ms
[2021-01-11 08:01:30	                main:574]	:	INFO	:	Epoch 889 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1949.46 ms
[2021-01-11 08:01:32	                main:574]	:	INFO	:	Epoch 890 | loss: 0.031171 | val_loss: 0.0311776 | Time: 1920.34 ms
[2021-01-11 08:01:34	                main:574]	:	INFO	:	Epoch 891 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1889.44 ms
[2021-01-11 08:01:36	                main:574]	:	INFO	:	Epoch 892 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 1938.71 ms
[2021-01-11 08:01:38	                main:574]	:	INFO	:	Epoch 893 | loss: 0.0311706 | val_loss: 0.0311759 | Time: 1975.1 ms
[2021-01-11 08:01:40	                main:574]	:	INFO	:	Epoch 894 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 1973.49 ms
[2021-01-11 08:01:42	                main:574]	:	INFO	:	Epoch 895 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 1938.87 ms
[2021-01-11 08:01:44	                main:574]	:	INFO	:	Epoch 896 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 1928.83 ms
[2021-01-11 08:01:46	                main:574]	:	INFO	:	Epoch 897 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 1936.07 ms
[2021-01-11 08:01:48	                main:574]	:	INFO	:	Epoch 898 | loss: 0.0311691 | val_loss: 0.0311777 | Time: 1879.99 ms
[2021-01-11 08:01:50	                main:574]	:	INFO	:	Epoch 899 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 1934.58 ms
[2021-01-11 08:01:52	                main:574]	:	INFO	:	Epoch 900 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 1980.66 ms
[2021-01-11 08:01:54	                main:574]	:	INFO	:	Epoch 901 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 1923.24 ms
[2021-01-11 08:01:56	                main:574]	:	INFO	:	Epoch 902 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 1907.66 ms
[2021-01-11 08:01:58	                main:574]	:	INFO	:	Epoch 903 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 1965.85 ms
[2021-01-11 08:01:59	                main:574]	:	INFO	:	Epoch 904 | loss: 0.0317808 | val_loss: 0.0351199 | Time: 1968.26 ms
[2021-01-11 08:02:01	                main:574]	:	INFO	:	Epoch 905 | loss: 0.0327425 | val_loss: 0.032063 | Time: 1900.24 ms
[2021-01-11 08:02:03	                main:574]	:	INFO	:	Epoch 906 | loss: 0.0315155 | val_loss: 0.0313473 | Time: 1907.58 ms
[2021-01-11 08:02:05	                main:574]	:	INFO	:	Epoch 907 | loss: 0.0312383 | val_loss: 0.0312012 | Time: 1896.72 ms
[2021-01-11 08:02:07	                main:574]	:	INFO	:	Epoch 908 | loss: 0.0311833 | val_loss: 0.031182 | Time: 1903.66 ms
[2021-01-11 08:02:09	                main:574]	:	INFO	:	Epoch 909 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 1926.14 ms
[2021-01-11 08:02:11	                main:574]	:	INFO	:	Epoch 910 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 1996.75 ms
[2021-01-11 08:02:13	                main:574]	:	INFO	:	Epoch 911 | loss: 0.0311712 | val_loss: 0.0311767 | Time: 1989.82 ms
[2021-01-11 08:02:15	                main:574]	:	INFO	:	Epoch 912 | loss: 0.0311703 | val_loss: 0.0311763 | Time: 1917.93 ms
[2021-01-11 08:02:17	                main:574]	:	INFO	:	Epoch 913 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1916.88 ms
[2021-01-11 08:02:19	                main:574]	:	INFO	:	Epoch 914 | loss: 0.0311689 | val_loss: 0.031176 | Time: 1969.42 ms
[2021-01-11 08:02:21	                main:574]	:	INFO	:	Epoch 915 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1916.56 ms
[2021-01-11 08:02:23	                main:574]	:	INFO	:	Epoch 916 | loss: 0.0311684 | val_loss: 0.0311753 | Time: 1897.11 ms
[2021-01-11 08:02:25	                main:574]	:	INFO	:	Epoch 917 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 1894.58 ms
[2021-01-11 08:02:27	                main:574]	:	INFO	:	Epoch 918 | loss: 0.031168 | val_loss: 0.0311756 | Time: 1886.03 ms
[2021-01-11 08:02:29	                main:574]	:	INFO	:	Epoch 919 | loss: 0.0311678 | val_loss: 0.0311749 | Time: 1946.44 ms
[2021-01-11 08:02:30	                main:574]	:	INFO	:	Epoch 920 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1952.03 ms
[2021-01-11 08:02:32	                main:574]	:	INFO	:	Epoch 921 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1950.4 ms
[2021-01-11 08:02:34	                main:574]	:	INFO	:	Epoch 922 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 1935.76 ms
[2021-01-11 08:02:36	                main:574]	:	INFO	:	Epoch 923 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1908.39 ms
[2021-01-11 08:02:38	                main:574]	:	INFO	:	Epoch 924 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 1919.24 ms
[2021-01-11 08:02:40	                main:574]	:	INFO	:	Epoch 925 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 1977.91 ms
[2021-01-11 08:02:42	                main:574]	:	INFO	:	Epoch 926 | loss: 0.0311679 | val_loss: 0.031175 | Time: 1908.28 ms
[2021-01-11 08:02:44	                main:574]	:	INFO	:	Epoch 927 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 1889.46 ms
[2021-01-11 08:02:46	                main:574]	:	INFO	:	Epoch 928 | loss: 0.0311669 | val_loss: 0.031175 | Time: 1901.78 ms
[2021-01-11 08:02:48	                main:574]	:	INFO	:	Epoch 929 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 1955.19 ms
[2021-01-11 08:02:50	                main:574]	:	INFO	:	Epoch 930 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 1974.9 ms
[2021-01-11 08:02:52	                main:574]	:	INFO	:	Epoch 931 | loss: 0.0311776 | val_loss: 0.0311813 | Time: 1947.26 ms
[2021-01-11 08:02:54	                main:574]	:	INFO	:	Epoch 932 | loss: 0.0311775 | val_loss: 0.031179 | Time: 1945.29 ms
[2021-01-11 08:02:56	                main:574]	:	INFO	:	Epoch 933 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 1913.06 ms
[2021-01-11 08:02:58	                main:574]	:	INFO	:	Epoch 934 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 1918.94 ms
[2021-01-11 08:03:00	                main:574]	:	INFO	:	Epoch 935 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 1883.24 ms
[2021-01-11 08:03:02	                main:574]	:	INFO	:	Epoch 936 | loss: 0.031171 | val_loss: 0.0311758 | Time: 1899.82 ms
[2021-01-11 08:03:03	                main:574]	:	INFO	:	Epoch 937 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 1904.24 ms
[2021-01-11 08:03:05	                main:574]	:	INFO	:	Epoch 938 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1914.14 ms
[2021-01-11 08:03:07	                main:574]	:	INFO	:	Epoch 939 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 1884.74 ms
[2021-01-11 08:03:09	                main:574]	:	INFO	:	Epoch 940 | loss: 0.0311702 | val_loss: 0.0311734 | Time: 1987.08 ms
[2021-01-11 08:03:11	                main:574]	:	INFO	:	Epoch 941 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 1988.45 ms
[2021-01-11 08:03:13	                main:574]	:	INFO	:	Epoch 942 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 1945.13 ms
[2021-01-11 08:03:15	                main:574]	:	INFO	:	Epoch 943 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 1957.7 ms
[2021-01-11 08:03:17	                main:574]	:	INFO	:	Epoch 944 | loss: 0.031169 | val_loss: 0.0311767 | Time: 1918.18 ms
[2021-01-11 08:03:19	                main:574]	:	INFO	:	Epoch 945 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 1921.36 ms
[2021-01-11 08:03:21	                main:574]	:	INFO	:	Epoch 946 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 1955.94 ms
[2021-01-11 08:03:23	                main:574]	:	INFO	:	Epoch 947 | loss: 0.0311681 | val_loss: 0.0311735 | Time: 1904.29 ms
[2021-01-11 08:03:25	                main:574]	:	INFO	:	Epoch 948 | loss: 0.031169 | val_loss: 0.0311741 | Time: 1929.15 ms
[2021-01-11 08:03:27	                main:574]	:	INFO	:	Epoch 949 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 1886.96 ms
[2021-01-11 08:03:29	                main:574]	:	INFO	:	Epoch 950 | loss: 0.0311679 | val_loss: 0.0311738 | Time: 1930.85 ms
[2021-01-11 08:03:31	                main:574]	:	INFO	:	Epoch 951 | loss: 0.031172 | val_loss: 0.0311774 | Time: 1940.31 ms
[2021-01-11 08:03:33	                main:574]	:	INFO	:	Epoch 952 | loss: 0.0311785 | val_loss: 0.0311805 | Time: 1918.72 ms
[2021-01-11 08:03:35	                main:574]	:	INFO	:	Epoch 953 | loss: 0.0311824 | val_loss: 0.0311775 | Time: 1907.46 ms
[2021-01-11 08:03:37	                main:574]	:	INFO	:	Epoch 954 | loss: 0.0311796 | val_loss: 0.031178 | Time: 1928.89 ms
[2021-01-11 08:03:38	                main:574]	:	INFO	:	Epoch 955 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 1833.15 ms
[2021-01-11 08:03:40	                main:574]	:	INFO	:	Epoch 956 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 1911.1 ms
[2021-01-11 08:03:42	                main:574]	:	INFO	:	Epoch 957 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 1966.56 ms
[2021-01-11 08:03:44	                main:574]	:	INFO	:	Epoch 958 | loss: 0.0311783 | val_loss: 0.0311777 | Time: 1922.09 ms
[2021-01-11 08:03:46	                main:574]	:	INFO	:	Epoch 959 | loss: 0.0311779 | val_loss: 0.0311777 | Time: 1900.37 ms
[2021-01-11 08:03:48	                main:574]	:	INFO	:	Epoch 960 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1929.2 ms
[2021-01-11 08:03:50	                main:574]	:	INFO	:	Epoch 961 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1917.15 ms
[2021-01-11 08:03:52	                main:574]	:	INFO	:	Epoch 962 | loss: 0.031177 | val_loss: 0.0311789 | Time: 1917.6 ms
[2021-01-11 08:03:54	                main:574]	:	INFO	:	Epoch 963 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 1953.55 ms
[2021-01-11 08:03:56	                main:574]	:	INFO	:	Epoch 964 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 1902.81 ms
[2021-01-11 08:03:58	                main:574]	:	INFO	:	Epoch 965 | loss: 0.0311764 | val_loss: 0.0311807 | Time: 1923.82 ms
[2021-01-11 08:04:00	                main:574]	:	INFO	:	Epoch 966 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 1948.73 ms
[2021-01-11 08:04:02	                main:574]	:	INFO	:	Epoch 967 | loss: 0.0311764 | val_loss: 0.0311799 | Time: 1922.67 ms
[2021-01-11 08:04:04	                main:574]	:	INFO	:	Epoch 968 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 1959.94 ms
[2021-01-11 08:04:06	                main:574]	:	INFO	:	Epoch 969 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 1931.65 ms
[2021-01-11 08:04:07	                main:574]	:	INFO	:	Epoch 970 | loss: 0.0311745 | val_loss: 0.0311765 | Time: 1892.39 ms
[2021-01-11 08:04:09	                main:574]	:	INFO	:	Epoch 971 | loss: 0.0311746 | val_loss: 0.0311799 | Time: 1909.56 ms
[2021-01-11 08:04:11	                main:574]	:	INFO	:	Epoch 972 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 1943.7 ms
[2021-01-11 08:04:13	                main:574]	:	INFO	:	Epoch 973 | loss: 0.0311747 | val_loss: 0.0311771 | Time: 1948.77 ms
[2021-01-11 08:04:15	                main:574]	:	INFO	:	Epoch 974 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 1903.09 ms
[2021-01-11 08:04:17	                main:574]	:	INFO	:	Epoch 975 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 1919.35 ms
[2021-01-11 08:04:19	                main:574]	:	INFO	:	Epoch 976 | loss: 0.031182 | val_loss: 0.0311891 | Time: 1893.07 ms
[2021-01-11 08:04:21	                main:574]	:	INFO	:	Epoch 977 | loss: 0.0311837 | val_loss: 0.0311858 | Time: 1914.21 ms
[2021-01-11 08:04:23	                main:574]	:	INFO	:	Epoch 978 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 1949.05 ms
[2021-01-11 08:04:25	                main:574]	:	INFO	:	Epoch 979 | loss: 0.0311797 | val_loss: 0.0311806 | Time: 1904.42 ms
[2021-01-11 08:04:27	                main:574]	:	INFO	:	Epoch 980 | loss: 0.0311797 | val_loss: 0.0311813 | Time: 1875.19 ms
[2021-01-11 08:04:29	                main:574]	:	INFO	:	Epoch 981 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 1852.83 ms
[2021-01-11 08:04:31	                main:574]	:	INFO	:	Epoch 982 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 1839.22 ms
[2021-01-11 08:04:32	                main:574]	:	INFO	:	Epoch 983 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1924.18 ms
[2021-01-11 08:04:34	                main:574]	:	INFO	:	Epoch 984 | loss: 0.0311752 | val_loss: 0.0311761 | Time: 1870.26 ms
[2021-01-11 08:04:36	                main:574]	:	INFO	:	Epoch 985 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 1908.28 ms
[2021-01-11 08:04:38	                main:574]	:	INFO	:	Epoch 986 | loss: 0.0311748 | val_loss: 0.031177 | Time: 1874.54 ms
[2021-01-11 08:04:40	                main:574]	:	INFO	:	Epoch 987 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 1879.16 ms
[2021-01-11 08:04:42	                main:574]	:	INFO	:	Epoch 988 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 1907.7 ms
[2021-01-11 08:04:44	                main:574]	:	INFO	:	Epoch 989 | loss: 0.0311741 | val_loss: 0.0311769 | Time: 1908.29 ms
[2021-01-11 08:04:46	                main:574]	:	INFO	:	Epoch 990 | loss: 0.0311741 | val_loss: 0.0311772 | Time: 1917.81 ms
[2021-01-11 08:04:48	                main:574]	:	INFO	:	Epoch 991 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1912.62 ms
[2021-01-11 08:04:50	                main:574]	:	INFO	:	Epoch 992 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 1885.06 ms
[2021-01-11 08:04:52	                main:574]	:	INFO	:	Epoch 993 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 1899.87 ms
[2021-01-11 08:04:53	                main:574]	:	INFO	:	Epoch 994 | loss: 0.0311747 | val_loss: 0.0311789 | Time: 1918.29 ms
[2021-01-11 08:04:55	                main:574]	:	INFO	:	Epoch 995 | loss: 0.0311744 | val_loss: 0.0311834 | Time: 1916.36 ms
[2021-01-11 08:04:57	                main:574]	:	INFO	:	Epoch 996 | loss: 0.0311746 | val_loss: 0.03118 | Time: 1932.14 ms
[2021-01-11 08:04:59	                main:574]	:	INFO	:	Epoch 997 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 1956.73 ms
[2021-01-11 08:05:01	                main:574]	:	INFO	:	Epoch 998 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 1914.31 ms
[2021-01-11 08:05:03	                main:574]	:	INFO	:	Epoch 999 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1908.73 ms
[2021-01-11 08:05:05	                main:574]	:	INFO	:	Epoch 1000 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 1902.8 ms
[2021-01-11 08:05:07	                main:574]	:	INFO	:	Epoch 1001 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 1883.83 ms
[2021-01-11 08:05:09	                main:574]	:	INFO	:	Epoch 1002 | loss: 0.0311717 | val_loss: 0.0311779 | Time: 1882.74 ms
[2021-01-11 08:05:11	                main:574]	:	INFO	:	Epoch 1003 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1952.04 ms
[2021-01-11 08:05:13	                main:574]	:	INFO	:	Epoch 1004 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 1870.54 ms
[2021-01-11 08:05:15	                main:574]	:	INFO	:	Epoch 1005 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 1912.03 ms
[2021-01-11 08:05:17	                main:574]	:	INFO	:	Epoch 1006 | loss: 0.0311717 | val_loss: 0.0311771 | Time: 1929.48 ms
[2021-01-11 08:05:19	                main:574]	:	INFO	:	Epoch 1007 | loss: 0.031173 | val_loss: 0.0311753 | Time: 1942.89 ms
[2021-01-11 08:05:21	                main:574]	:	INFO	:	Epoch 1008 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 1933.76 ms
[2021-01-11 08:05:22	                main:574]	:	INFO	:	Epoch 1009 | loss: 0.0311711 | val_loss: 0.031174 | Time: 1906.76 ms
[2021-01-11 08:05:24	                main:574]	:	INFO	:	Epoch 1010 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 1925.15 ms
[2021-01-11 08:05:26	                main:574]	:	INFO	:	Epoch 1011 | loss: 0.0311704 | val_loss: 0.0311749 | Time: 1899.92 ms
[2021-01-11 08:05:28	                main:574]	:	INFO	:	Epoch 1012 | loss: 0.0311711 | val_loss: 0.031176 | Time: 1905.65 ms
[2021-01-11 08:05:30	                main:574]	:	INFO	:	Epoch 1013 | loss: 0.0311712 | val_loss: 0.031181 | Time: 1941.35 ms
[2021-01-11 08:05:32	                main:574]	:	INFO	:	Epoch 1014 | loss: 0.0311717 | val_loss: 0.0311773 | Time: 1895.37 ms
[2021-01-11 08:05:34	                main:574]	:	INFO	:	Epoch 1015 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 1905.53 ms
[2021-01-11 08:05:36	                main:574]	:	INFO	:	Epoch 1016 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 1958.81 ms
[2021-01-11 08:05:38	                main:574]	:	INFO	:	Epoch 1017 | loss: 0.0311715 | val_loss: 0.0311773 | Time: 1944.96 ms
[2021-01-11 08:05:40	                main:574]	:	INFO	:	Epoch 1018 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 1918.38 ms
[2021-01-11 08:05:42	                main:574]	:	INFO	:	Epoch 1019 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 1897.76 ms
[2021-01-11 08:05:44	                main:574]	:	INFO	:	Epoch 1020 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 1898.87 ms
[2021-01-11 08:05:46	                main:574]	:	INFO	:	Epoch 1021 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 1899.55 ms
[2021-01-11 08:05:48	                main:574]	:	INFO	:	Epoch 1022 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1938.07 ms
[2021-01-11 08:05:50	                main:574]	:	INFO	:	Epoch 1023 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 1949.4 ms
[2021-01-11 08:05:51	                main:574]	:	INFO	:	Epoch 1024 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 1969.9 ms
[2021-01-11 08:05:52	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311786
[2021-01-11 08:05:52	                main:603]	:	INFO	:	Saving end state to config to file
[2021-01-11 08:05:52	                main:608]	:	INFO	:	Success, exiting..
08:05:52 (7560): called boinc_finish(0)

</stderr_txt>
]]>


©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)