Task 3358777
| Name | ParityModified-1605151076-30256-8_2 |
| Workunit | 1523334 |
| Created | 19 Dec 2020, 8:19:10 UTC |
| Sent | 19 Dec 2020, 8:54:24 UTC |
| Report deadline | 26 Dec 2020, 8:54:24 UTC |
| Received | 19 Dec 2020, 13:10:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2793 |
| Run time | 34 min 42 sec |
| CPU time | 34 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,232.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311881 | val_loss: 0.0311904 | Time: 2019.92 ms [2020-12-19 03:52:36 main:581] : INFO : Epoch 511 | loss: 0.0311902 | val_loss: 0.0311914 | Time: 1924.62 ms [2020-12-19 03:52:38 main:581] : INFO : Epoch 512 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 2004.04 ms [2020-12-19 03:52:40 main:581] : INFO : Epoch 513 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 2000.5 ms [2020-12-19 03:52:42 main:581] : INFO : Epoch 514 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 2154.86 ms [2020-12-19 03:52:45 main:581] : INFO : Epoch 515 | loss: 0.0311884 | val_loss: 0.0311925 | Time: 2119.76 ms [2020-12-19 03:52:47 main:581] : INFO : Epoch 516 | loss: 0.0311882 | val_loss: 0.0311921 | Time: 2073.82 ms [2020-12-19 03:52:49 main:581] : INFO : Epoch 517 | loss: 0.0311879 | val_loss: 0.0311913 | Time: 2060.29 ms [2020-12-19 03:52:51 main:581] : INFO : Epoch 518 | loss: 0.0311879 | val_loss: 0.0311934 | Time: 2090.1 ms [2020-12-19 03:52:53 main:581] : INFO : Epoch 519 | loss: 0.0311888 | val_loss: 0.0311921 | Time: 2045.85 ms [2020-12-19 03:52:55 main:581] : INFO : Epoch 520 | loss: 0.0311893 | val_loss: 0.0311924 | Time: 2108.76 ms [2020-12-19 03:52:57 main:581] : INFO : Epoch 521 | loss: 0.0311889 | val_loss: 0.0311904 | Time: 2127.62 ms [2020-12-19 03:52:59 main:581] : INFO : Epoch 522 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 2044.46 ms [2020-12-19 03:53:01 main:581] : INFO : Epoch 523 | loss: 0.031187 | val_loss: 0.0311908 | Time: 2100.97 ms [2020-12-19 03:53:03 main:581] : INFO : Epoch 524 | loss: 0.0311876 | val_loss: 0.031192 | Time: 2100.08 ms [2020-12-19 03:53:06 main:581] : INFO : Epoch 525 | loss: 0.0311888 | val_loss: 0.0311943 | Time: 2155.75 ms [2020-12-19 03:53:08 main:581] : INFO : Epoch 526 | loss: 0.0311877 | val_loss: 0.0311918 | Time: 2194.81 ms [2020-12-19 03:53:10 main:581] : INFO : Epoch 527 | loss: 0.0311875 | val_loss: 0.0311924 | Time: 2150.2 ms [2020-12-19 03:53:12 main:581] : INFO : Epoch 528 | loss: 0.0311874 | val_loss: 0.0311903 | Time: 2118.14 ms [2020-12-19 03:53:14 main:581] : INFO : Epoch 529 | loss: 0.031187 | val_loss: 0.031193 | Time: 2147.5 ms [2020-12-19 03:53:16 main:581] : INFO : Epoch 530 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 2145.6 ms [2020-12-19 03:53:18 main:581] : INFO : Epoch 531 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 2117.28 ms [2020-12-19 03:53:21 main:581] : INFO : Epoch 532 | loss: 0.0311877 | val_loss: 0.031192 | Time: 2136.26 ms [2020-12-19 03:53:23 main:581] : INFO : Epoch 533 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 2172.61 ms [2020-12-19 03:53:25 main:581] : INFO : Epoch 534 | loss: 0.0311881 | val_loss: 0.0311904 | Time: 2135.4 ms [2020-12-19 03:53:27 main:581] : INFO : Epoch 535 | loss: 0.031187 | val_loss: 0.0311894 | Time: 2137.24 ms [2020-12-19 03:53:29 main:581] : INFO : Epoch 536 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 2151.75 ms [2020-12-19 03:53:31 main:581] : INFO : Epoch 537 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 2153 ms [2020-12-19 03:53:33 main:581] : INFO : Epoch 538 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 2122.19 ms [2020-12-19 03:53:35 main:581] : INFO : Epoch 539 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 2043.76 ms [2020-12-19 03:53:37 main:581] : INFO : Epoch 540 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 2054.58 ms [2020-12-19 03:53:39 main:581] : INFO : Epoch 541 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 1863.48 ms [2020-12-19 03:53:41 main:581] : INFO : Epoch 542 | loss: 0.0311862 | val_loss: 0.0311901 | Time: 2077.26 ms [2020-12-19 03:53:44 main:581] : INFO : Epoch 543 | loss: 0.0311863 | val_loss: 0.0311918 | Time: 2076.12 ms [2020-12-19 03:53:46 main:581] : INFO : Epoch 544 | loss: 0.0311871 | val_loss: 0.031196 | Time: 2057.21 ms [2020-12-19 03:53:48 main:581] : INFO : Epoch 545 | loss: 0.0311863 | val_loss: 0.0311905 | Time: 2065.71 ms [2020-12-19 03:53:50 main:581] : INFO : Epoch 546 | loss: 0.031187 | val_loss: 0.0311939 | Time: 2080.07 ms [2020-12-19 03:53:52 main:581] : INFO : Epoch 547 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 2073.7 ms [2020-12-19 03:53:54 main:581] : INFO : Epoch 548 | loss: 0.0311878 | val_loss: 0.0311931 | Time: 2192.41 ms [2020-12-19 03:53:56 main:581] : INFO : Epoch 549 | loss: 0.0311905 | val_loss: 0.031192 | Time: 2346.22 ms [2020-12-19 03:53:58 main:581] : INFO : Epoch 550 | loss: 0.0311925 | val_loss: 0.0311938 | Time: 2175.29 ms [2020-12-19 03:54:00 main:581] : INFO : Epoch 551 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 1838.33 ms [2020-12-19 03:54:02 main:581] : INFO : Epoch 552 | loss: 0.0311969 | val_loss: 0.031196 | Time: 2099.28 ms [2020-12-19 03:54:05 main:581] : INFO : Epoch 553 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 2096.61 ms [2020-12-19 03:54:07 main:581] : INFO : Epoch 554 | loss: 0.0311971 | val_loss: 0.0312023 | Time: 2044.52 ms [2020-12-19 03:54:09 main:581] : INFO : Epoch 555 | loss: 0.0311993 | val_loss: 0.0311993 | Time: 2044.31 ms [2020-12-19 03:54:11 main:581] : INFO : Epoch 556 | loss: 0.0311983 | val_loss: 0.0311992 | Time: 2081.15 ms [2020-12-19 03:54:13 main:581] : INFO : Epoch 557 | loss: 0.0311981 | val_loss: 0.0312022 | Time: 2137.89 ms [2020-12-19 03:54:15 main:581] : INFO : Epoch 558 | loss: 0.0311967 | val_loss: 0.0312 | Time: 2109.41 ms [2020-12-19 03:54:17 main:581] : INFO : Epoch 559 | loss: 0.0311961 | val_loss: 0.0311988 | Time: 2087.12 ms [2020-12-19 03:54:19 main:581] : INFO : Epoch 560 | loss: 0.0311968 | val_loss: 0.0311976 | Time: 2030.11 ms [2020-12-19 03:54:21 main:581] : INFO : Epoch 561 | loss: 0.0311963 | val_loss: 0.0312022 | Time: 1988.59 ms [2020-12-19 03:54:23 main:581] : INFO : Epoch 562 | loss: 0.0311971 | val_loss: 0.0311983 | Time: 2075.24 ms [2020-12-19 03:54:25 main:581] : INFO : Epoch 563 | loss: 0.0311948 | val_loss: 0.0311967 | Time: 2078 ms [2020-12-19 03:54:27 main:581] : INFO : Epoch 564 | loss: 0.0311951 | val_loss: 0.0311981 | Time: 2158.7 ms [2020-12-19 03:54:29 main:581] : INFO : Epoch 565 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 2011.6 ms [2020-12-19 03:54:31 main:581] : INFO : Epoch 566 | loss: 0.0311977 | val_loss: 0.0311988 | Time: 1923.1 ms [2020-12-19 03:54:33 main:581] : INFO : Epoch 567 | loss: 0.0311978 | val_loss: 0.0312004 | Time: 1775.4 ms [2020-12-19 03:54:35 main:581] : INFO : Epoch 568 | loss: 0.0311974 | val_loss: 0.0311976 | Time: 2102.02 ms [2020-12-19 03:54:37 main:581] : INFO : Epoch 569 | loss: 0.0311968 | val_loss: 0.0311982 | Time: 2111.67 ms [2020-12-19 03:54:39 main:581] : INFO : Epoch 570 | loss: 0.0311978 | val_loss: 0.0311989 | Time: 2089.7 ms [2020-12-19 03:54:41 main:581] : INFO : Epoch 571 | loss: 0.0311995 | val_loss: 0.0311963 | Time: 1935.17 ms [2020-12-19 03:54:43 main:581] : INFO : Epoch 572 | loss: 0.0311979 | val_loss: 0.0312003 | Time: 2160.92 ms [2020-12-19 03:54:46 main:581] : INFO : Epoch 573 | loss: 0.0311978 | val_loss: 0.0311992 | Time: 2089.98 ms [2020-12-19 03:54:48 main:581] : INFO : Epoch 574 | loss: 0.0311964 | val_loss: 0.0311981 | Time: 2042.85 ms [2020-12-19 03:54:50 main:581] : INFO : Epoch 575 | loss: 0.0311968 | val_loss: 0.0311994 | Time: 2151.29 ms [2020-12-19 03:54:52 main:581] : INFO : Epoch 576 | loss: 0.0311963 | val_loss: 0.031197 | Time: 2028.01 ms [2020-12-19 03:54:54 main:581] : INFO : Epoch 577 | loss: 0.0311963 | val_loss: 0.031198 | Time: 1799.53 ms [2020-12-19 03:54:56 main:581] : INFO : Epoch 578 | loss: 0.0311967 | val_loss: 0.0311976 | Time: 2175.31 ms [2020-12-19 03:54:58 main:581] : INFO : Epoch 579 | loss: 0.0311953 | val_loss: 0.0311972 | Time: 2168.8 ms [2020-12-19 03:55:00 main:581] : INFO : Epoch 580 | loss: 0.0311964 | val_loss: 0.0312014 | Time: 1953.2 ms [2020-12-19 03:55:02 main:581] : INFO : Epoch 581 | loss: 0.0311968 | val_loss: 0.031198 | Time: 2075.91 ms [2020-12-19 03:55:04 main:581] : INFO : Epoch 582 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 2065.64 ms [2020-12-19 03:55:06 main:581] : INFO : Epoch 583 | loss: 0.0311945 | val_loss: 0.0311976 | Time: 2076.91 ms [2020-12-19 03:55:08 main:581] : INFO : Epoch 584 | loss: 0.0311959 | val_loss: 0.0311963 | Time: 2014.76 ms [2020-12-19 03:55:10 main:581] : INFO : Epoch 585 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 2118.87 ms [2020-12-19 03:55:12 main:581] : INFO : Epoch 586 | loss: 0.0311946 | val_loss: 0.0311962 | Time: 2072.6 ms [2020-12-19 03:55:14 main:581] : INFO : Epoch 587 | loss: 0.0311944 | val_loss: 0.0311956 | Time: 2063.37 ms [2020-12-19 03:55:16 main:581] : INFO : Epoch 588 | loss: 0.0311937 | val_loss: 0.0311969 | Time: 1862.37 ms [2020-12-19 03:55:18 main:581] : INFO : Epoch 589 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 2123.51 ms [2020-12-19 03:55:20 main:581] : INFO : Epoch 590 | loss: 0.0311951 | val_loss: 0.0311977 | Time: 2116.53 ms [2020-12-19 03:55:23 main:581] : INFO : Epoch 591 | loss: 0.0311952 | val_loss: 0.0311967 | Time: 2092.99 ms [2020-12-19 03:55:25 main:581] : INFO : Epoch 592 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2090.66 ms [2020-12-19 03:55:27 main:581] : INFO : Epoch 593 | loss: 0.0311935 | val_loss: 0.0312 | Time: 2115.98 ms [2020-12-19 03:55:29 main:581] : INFO : Epoch 594 | loss: 0.0311961 | val_loss: 0.0311953 | Time: 2061.89 ms [2020-12-19 03:55:31 main:581] : INFO : Epoch 595 | loss: 0.0311938 | val_loss: 0.0311964 | Time: 2071.9 ms [2020-12-19 03:55:33 main:581] : INFO : Epoch 596 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 2002.84 ms [2020-12-19 03:55:35 main:581] : INFO : Epoch 597 | loss: 0.0311938 | val_loss: 0.0311969 | Time: 1797.75 ms [2020-12-19 03:55:37 main:581] : INFO : Epoch 598 | loss: 0.0311947 | val_loss: 0.0311963 | Time: 2062.98 ms [2020-12-19 03:55:39 main:581] : INFO : Epoch 599 | loss: 0.0311927 | val_loss: 0.0311952 | Time: 2055.22 ms [2020-12-19 03:55:41 main:581] : INFO : Epoch 600 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 1986.91 ms [2020-12-19 03:55:43 main:581] : INFO : Epoch 601 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 1980.09 ms [2020-12-19 03:55:45 main:581] : INFO : Epoch 602 | loss: 0.0311917 | val_loss: 0.031195 | Time: 2061.71 ms [2020-12-19 03:55:47 main:581] : INFO : Epoch 603 | loss: 0.0311925 | val_loss: 0.0311964 | Time: 2075.12 ms [2020-12-19 03:55:49 main:581] : INFO : Epoch 604 | loss: 0.0311924 | val_loss: 0.0311969 | Time: 1970.23 ms [2020-12-19 03:55:51 main:581] : INFO : Epoch 605 | loss: 0.0311926 | val_loss: 0.0311957 | Time: 2091.28 ms [2020-12-19 03:55:53 main:581] : INFO : Epoch 606 | loss: 0.0311925 | val_loss: 0.031197 | Time: 2190.6 ms [2020-12-19 03:55:55 main:581] : INFO : Epoch 607 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 1994.33 ms [2020-12-19 03:55:57 main:581] : INFO : Epoch 608 | loss: 0.0311914 | val_loss: 0.0311956 | Time: 2099.92 ms [2020-12-19 03:55:59 main:581] : INFO : Epoch 609 | loss: 0.031191 | val_loss: 0.0311948 | Time: 2116.67 ms [2020-12-19 03:56:02 main:581] : INFO : Epoch 610 | loss: 0.0311929 | val_loss: 0.0312025 | Time: 2113.75 ms [2020-12-19 03:56:04 main:581] : INFO : Epoch 611 | loss: 0.0311945 | val_loss: 0.0312004 | Time: 2104.87 ms [2020-12-19 03:56:06 main:581] : INFO : Epoch 612 | loss: 0.0311977 | val_loss: 0.0312009 | Time: 2116.39 ms [2020-12-19 03:56:08 main:581] : INFO : Epoch 613 | loss: 0.0311969 | val_loss: 0.0312006 | Time: 2017.86 ms [2020-12-19 03:56:10 main:581] : INFO : Epoch 614 | loss: 0.0311963 | val_loss: 0.0311984 | Time: 2014.93 ms [2020-12-19 03:56:12 main:581] : INFO : Epoch 615 | loss: 0.0311961 | val_loss: 0.0312017 | Time: 1999.92 ms [2020-12-19 03:56:14 main:581] : INFO : Epoch 616 | loss: 0.0311973 | val_loss: 0.0312008 | Time: 2034.6 ms [2020-12-19 03:56:16 main:581] : INFO : Epoch 617 | loss: 0.0311955 | val_loss: 0.0311994 | Time: 2070.21 ms [2020-12-19 03:56:18 main:581] : INFO : Epoch 618 | loss: 0.0311945 | val_loss: 0.0311997 | Time: 1904.94 ms [2020-12-19 03:56:20 main:581] : INFO : Epoch 619 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 2114.58 ms [2020-12-19 03:56:22 main:581] : INFO : Epoch 620 | loss: 0.0311927 | val_loss: 0.0311998 | Time: 2125.75 ms [2020-12-19 03:56:24 main:581] : INFO : Epoch 621 | loss: 0.0311936 | val_loss: 0.0311996 | Time: 2155.59 ms [2020-12-19 03:56:26 main:581] : INFO : Epoch 622 | loss: 0.0311935 | val_loss: 0.0312004 | Time: 2155.91 ms [2020-12-19 03:56:29 main:581] : INFO : Epoch 623 | loss: 0.0311934 | val_loss: 0.0311992 | Time: 2192.27 ms [2020-12-19 03:56:31 main:581] : INFO : Epoch 624 | loss: 0.0311927 | val_loss: 0.0311977 | Time: 2089.23 ms [2020-12-19 03:56:33 main:581] : INFO : Epoch 625 | loss: 0.0311922 | val_loss: 0.0311988 | Time: 2178.25 ms [2020-12-19 03:56:35 main:581] : INFO : Epoch 626 | loss: 0.0311933 | val_loss: 0.0312032 | Time: 2018.41 ms [2020-12-19 03:56:37 main:581] : INFO : Epoch 627 | loss: 0.0311945 | val_loss: 0.0312034 | Time: 2196.32 ms [2020-12-19 03:56:39 main:581] : INFO : Epoch 628 | loss: 0.0311936 | val_loss: 0.0311997 | Time: 2020.55 ms [2020-12-19 03:56:41 main:581] : INFO : Epoch 629 | loss: 0.0311929 | val_loss: 0.0312011 | Time: 2075.79 ms [2020-12-19 03:56:43 main:581] : INFO : Epoch 630 | loss: 0.0311928 | val_loss: 0.0312006 | Time: 2092.3 ms [2020-12-19 03:56:45 main:581] : INFO : Epoch 631 | loss: 0.031192 | val_loss: 0.0311995 | Time: 2097.49 ms [2020-12-19 03:56:47 main:581] : INFO : Epoch 632 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 2123.54 ms [2020-12-19 03:56:50 main:581] : INFO : Epoch 633 | loss: 0.031195 | val_loss: 0.0311997 | Time: 2098.35 ms [2020-12-19 03:56:52 main:581] : INFO : Epoch 634 | loss: 0.0311925 | val_loss: 0.0311999 | Time: 2113.87 ms [2020-12-19 03:56:54 main:581] : INFO : Epoch 635 | loss: 0.0311923 | val_loss: 0.0311979 | Time: 2103.99 ms [2020-12-19 03:56:56 main:581] : INFO : Epoch 636 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 2092.6 ms [2020-12-19 03:56:58 main:581] : INFO : Epoch 637 | loss: 0.0311914 | val_loss: 0.0311973 | Time: 2122.61 ms [2020-12-19 03:57:00 main:581] : INFO : Epoch 638 | loss: 0.0311915 | val_loss: 0.0311993 | Time: 2116.63 ms [2020-12-19 03:57:02 main:581] : INFO : Epoch 639 | loss: 0.031193 | val_loss: 0.0312009 | Time: 2131.97 ms [2020-12-19 03:57:04 main:581] : INFO : Epoch 640 | loss: 0.0311916 | val_loss: 0.0311975 | Time: 2132.08 ms [2020-12-19 03:57:06 main:581] : INFO : Epoch 641 | loss: 0.0311902 | val_loss: 0.0311993 | Time: 2067.26 ms [2020-12-19 03:57:09 main:581] : INFO : Epoch 642 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 2116.49 ms [2020-12-19 03:57:11 main:581] : INFO : Epoch 643 | loss: 0.0311908 | val_loss: 0.0311979 | Time: 2063.29 ms [2020-12-19 03:57:13 main:581] : INFO : Epoch 644 | loss: 0.0311902 | val_loss: 0.0311987 | Time: 2347.8 ms [2020-12-19 03:57:15 main:581] : INFO : Epoch 645 | loss: 0.0311926 | val_loss: 0.0311999 | Time: 2098.99 ms [2020-12-19 03:57:17 main:581] : INFO : Epoch 646 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 2019.66 ms [2020-12-19 03:57:19 main:581] : INFO : Epoch 647 | loss: 0.0311905 | val_loss: 0.0311991 | Time: 2043.52 ms [2020-12-19 03:57:21 main:581] : INFO : Epoch 648 | loss: 0.031191 | val_loss: 0.0312006 | Time: 1987.99 ms [2020-12-19 03:57:23 main:581] : INFO : Epoch 649 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 2078.8 ms [2020-12-19 03:57:25 main:581] : INFO : Epoch 650 | loss: 0.0311889 | val_loss: 0.0311978 | Time: 2033.07 ms [2020-12-19 03:57:27 main:581] : INFO : Epoch 651 | loss: 0.0311901 | val_loss: 0.0311961 | Time: 2081.49 ms [2020-12-19 03:57:29 main:581] : INFO : Epoch 652 | loss: 0.0311901 | val_loss: 0.0311964 | Time: 2015.82 ms [2020-12-19 03:57:31 main:581] : INFO : Epoch 653 | loss: 0.0311895 | val_loss: 0.0311978 | Time: 1858.08 ms [2020-12-19 03:57:33 main:581] : INFO : Epoch 654 | loss: 0.0311899 | val_loss: 0.0311983 | Time: 2038.85 ms [2020-12-19 03:57:35 main:581] : INFO : Epoch 655 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 2031.88 ms [2020-12-19 03:57:37 main:581] : INFO : Epoch 656 | loss: 0.0311908 | val_loss: 0.0311961 | Time: 1921.88 ms [2020-12-19 03:57:39 main:581] : INFO : Epoch 657 | loss: 0.0311888 | val_loss: 0.0311978 | Time: 2174.69 ms [2020-12-19 03:57:41 main:581] : INFO : Epoch 658 | loss: 0.0311888 | val_loss: 0.0311959 | Time: 2163.29 ms [2020-12-19 03:57:44 main:581] : INFO : Epoch 659 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 2153.42 ms [2020-12-19 03:57:46 main:581] : INFO : Epoch 660 | loss: 0.0311884 | val_loss: 0.0311958 | Time: 2159.71 ms [2020-12-19 03:57:48 main:581] : INFO : Epoch 661 | loss: 0.0311891 | val_loss: 0.0311962 | Time: 2101.21 ms [2020-12-19 03:57:50 main:581] : INFO : Epoch 662 | loss: 0.0311898 | val_loss: 0.0311959 | Time: 1885.6 ms [2020-12-19 03:57:52 main:581] : INFO : Epoch 663 | loss: 0.0311889 | val_loss: 0.0311985 | Time: 2134.47 ms [2020-12-19 03:57:54 main:581] : INFO : Epoch 664 | loss: 0.0311876 | val_loss: 0.0311969 | Time: 2134.48 ms [2020-12-19 03:57:56 main:581] : INFO : Epoch 665 | loss: 0.0311878 | val_loss: 0.031197 | Time: 2084.23 ms [2020-12-19 03:57:58 main:581] : INFO : Epoch 666 | loss: 0.0311886 | val_loss: 0.0311992 | Time: 1986.94 ms [2020-12-19 03:58:00 main:581] : INFO : Epoch 667 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 2137.7 ms [2020-12-19 03:58:02 main:581] : INFO : Epoch 668 | loss: 0.0311888 | val_loss: 0.0311989 | Time: 2147.91 ms [2020-12-19 03:58:05 main:581] : INFO : Epoch 669 | loss: 0.0311886 | val_loss: 0.0311975 | Time: 2144.06 ms [2020-12-19 03:58:07 main:581] : INFO : Epoch 670 | loss: 0.0311883 | val_loss: 0.031197 | Time: 2095.41 ms [2020-12-19 03:58:09 main:581] : INFO : Epoch 671 | loss: 0.0311913 | val_loss: 0.0311971 | Time: 2018.68 ms [2020-12-19 03:58:11 main:581] : INFO : Epoch 672 | loss: 0.0311926 | val_loss: 0.0311961 | Time: 1995.84 ms [2020-12-19 03:58:13 main:581] : INFO : Epoch 673 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 1988.45 ms [2020-12-19 03:58:15 main:581] : INFO : Epoch 674 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 2080.11 ms [2020-12-19 03:58:17 main:581] : INFO : Epoch 675 | loss: 0.0311913 | val_loss: 0.0312011 | Time: 2079.52 ms [2020-12-19 03:58:19 main:581] : INFO : Epoch 676 | loss: 0.0311983 | val_loss: 0.0312048 | Time: 2128.65 ms [2020-12-19 03:58:21 main:581] : INFO : Epoch 677 | loss: 0.0312014 | val_loss: 0.0312079 | Time: 2094.7 ms [2020-12-19 03:58:23 main:581] : INFO : Epoch 678 | loss: 0.0312017 | val_loss: 0.031204 | Time: 2123.95 ms [2020-12-19 03:58:25 main:581] : INFO : Epoch 679 | loss: 0.0311997 | val_loss: 0.0312016 | Time: 2144.58 ms [2020-12-19 03:58:27 main:581] : INFO : Epoch 680 | loss: 0.0311971 | val_loss: 0.0311996 | Time: 2142.06 ms [2020-12-19 03:58:30 main:581] : INFO : Epoch 681 | loss: 0.0311972 | val_loss: 0.0312011 | Time: 2174.18 ms [2020-12-19 03:58:32 main:581] : INFO : Epoch 682 | loss: 0.0311973 | val_loss: 0.0312011 | Time: 2106.41 ms [2020-12-19 03:58:34 main:581] : INFO : Epoch 683 | loss: 0.0311961 | val_loss: 0.0312009 | Time: 2153.26 ms [2020-12-19 03:58:36 main:581] : INFO : Epoch 684 | loss: 0.031196 | val_loss: 0.0312018 | Time: 2183.18 ms [2020-12-19 03:58:38 main:581] : INFO : Epoch 685 | loss: 0.0311978 | val_loss: 0.0312021 | Time: 2188.04 ms [2020-12-19 03:58:40 main:581] : INFO : Epoch 686 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1558.93 ms [2020-12-19 03:58:42 main:581] : INFO : Epoch 687 | loss: 0.0311963 | val_loss: 0.0312007 | Time: 2079.63 ms [2020-12-19 03:58:44 main:581] : INFO : Epoch 688 | loss: 0.0311956 | val_loss: 0.0312033 | Time: 2067.05 ms [2020-12-19 03:58:46 main:581] : INFO : Epoch 689 | loss: 0.031197 | val_loss: 0.0312007 | Time: 2101.96 ms [2020-12-19 03:58:48 main:581] : INFO : Epoch 690 | loss: 0.0311951 | val_loss: 0.0312015 | Time: 2133.9 ms [2020-12-19 03:58:50 main:581] : INFO : Epoch 691 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2084.38 ms [2020-12-19 03:58:52 main:581] : INFO : Epoch 692 | loss: 0.0311956 | val_loss: 0.0312067 | Time: 2118.65 ms [2020-12-19 03:58:55 main:581] : INFO : Epoch 693 | loss: 0.0311975 | val_loss: 0.0312005 | Time: 2119.15 ms [2020-12-19 03:58:57 main:581] : INFO : Epoch 694 | loss: 0.0311957 | val_loss: 0.0311994 | Time: 2131.65 ms [2020-12-19 03:58:59 main:581] : INFO : Epoch 695 | loss: 0.0311956 | val_loss: 0.0312022 | Time: 2134.48 ms [2020-12-19 03:59:01 main:581] : INFO : Epoch 696 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 2124.3 ms [2020-12-19 03:59:03 main:581] : INFO : Epoch 697 | loss: 0.0311958 | val_loss: 0.0312019 | Time: 2065.2 ms [2020-12-19 03:59:05 main:581] : INFO : Epoch 698 | loss: 0.0311944 | val_loss: 0.0311981 | Time: 1890.24 ms [2020-12-19 03:59:07 main:581] : INFO : Epoch 699 | loss: 0.0311935 | val_loss: 0.0311982 | Time: 1852.03 ms [2020-12-19 03:59:09 main:581] : INFO : Epoch 700 | loss: 0.031193 | val_loss: 0.031198 | Time: 1981.96 ms [2020-12-19 03:59:11 main:581] : INFO : Epoch 701 | loss: 0.031193 | val_loss: 0.0311988 | Time: 2071.13 ms [2020-12-19 03:59:13 main:581] : INFO : Epoch 702 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 1990.02 ms [2020-12-19 03:59:15 main:581] : INFO : Epoch 703 | loss: 0.0311943 | val_loss: 0.0312033 | Time: 2099.09 ms [2020-12-19 03:59:17 main:581] : INFO : Epoch 704 | loss: 0.0311948 | val_loss: 0.0311999 | Time: 2069.75 ms [2020-12-19 03:59:19 main:581] : INFO : Epoch 705 | loss: 0.0311934 | val_loss: 0.0311974 | Time: 2066.53 ms [2020-12-19 03:59:21 main:581] : INFO : Epoch 706 | loss: 0.0311938 | val_loss: 0.0311975 | Time: 2068.43 ms [2020-12-19 03:59:23 main:581] : INFO : Epoch 707 | loss: 0.0311924 | val_loss: 0.0311996 | Time: 1617.86 ms [2020-12-19 03:59:25 main:581] : INFO : Epoch 708 | loss: 0.0311934 | val_loss: 0.0311979 | Time: 2020.74 ms [2020-12-19 03:59:27 main:581] : INFO : Epoch 709 | loss: 0.0311942 | val_loss: 0.0311991 | Time: 2148.52 ms [2020-12-19 03:59:29 main:581] : INFO : Epoch 710 | loss: 0.0311947 | val_loss: 0.0311984 | Time: 2099.74 ms [2020-12-19 03:59:31 main:581] : INFO : Epoch 711 | loss: 0.0311932 | val_loss: 0.0312026 | Time: 2034.64 ms [2020-12-19 03:59:33 main:581] : INFO : Epoch 712 | loss: 0.0311936 | val_loss: 0.0311984 | Time: 2024.25 ms [2020-12-19 03:59:35 main:581] : INFO : Epoch 713 | loss: 0.0311929 | val_loss: 0.0311963 | Time: 1890.28 ms [2020-12-19 03:59:37 main:581] : INFO : Epoch 714 | loss: 0.0311921 | val_loss: 0.0311975 | Time: 2037.32 ms [2020-12-19 03:59:39 main:581] : INFO : Epoch 715 | loss: 0.0311928 | val_loss: 0.0311963 | Time: 2176.47 ms [2020-12-19 03:59:41 main:581] : INFO : Epoch 716 | loss: 0.031194 | val_loss: 0.0311968 | Time: 2144.61 ms [2020-12-19 03:59:43 main:581] : INFO : Epoch 717 | loss: 0.0311917 | val_loss: 0.031197 | Time: 2065.3 ms [2020-12-19 03:59:45 main:581] : INFO : Epoch 718 | loss: 0.0311928 | val_loss: 0.0311999 | Time: 2075.5 ms [2020-12-19 03:59:47 main:581] : INFO : Epoch 719 | loss: 0.0311931 | val_loss: 0.031198 | Time: 2076.66 ms [2020-12-19 03:59:50 main:581] : INFO : Epoch 720 | loss: 0.0311914 | val_loss: 0.0311968 | Time: 2144.14 ms [2020-12-19 03:59:52 main:581] : INFO : Epoch 721 | loss: 0.0311927 | val_loss: 0.0311962 | Time: 1892.47 ms [2020-12-19 03:59:54 main:581] : INFO : Epoch 722 | loss: 0.0311914 | val_loss: 0.0311957 | Time: 2124.71 ms [2020-12-19 03:59:56 main:581] : INFO : Epoch 723 | loss: 0.0311913 | val_loss: 0.031196 | Time: 2078.34 ms [2020-12-19 03:59:58 main:581] : INFO : Epoch 724 | loss: 0.0311909 | val_loss: 0.0311963 | Time: 2005.57 ms [2020-12-19 04:00:00 main:581] : INFO : Epoch 725 | loss: 0.0311921 | val_loss: 0.0311963 | Time: 2112.69 ms [2020-12-19 04:00:02 main:581] : INFO : Epoch 726 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 2085.85 ms [2020-12-19 04:00:04 main:581] : INFO : Epoch 727 | loss: 0.0311913 | val_loss: 0.0311959 | Time: 2159.48 ms [2020-12-19 04:00:06 main:581] : INFO : Epoch 728 | loss: 0.0311934 | val_loss: 0.0311973 | Time: 1981.98 ms [2020-12-19 04:00:08 main:581] : INFO : Epoch 729 | loss: 0.0311925 | val_loss: 0.0311957 | Time: 1560.95 ms [2020-12-19 04:00:09 main:581] : INFO : Epoch 730 | loss: 0.031191 | val_loss: 0.0311966 | Time: 1720.75 ms [2020-12-19 04:00:11 main:581] : INFO : Epoch 731 | loss: 0.0311926 | val_loss: 0.0311954 | Time: 1831.93 ms [2020-12-19 04:00:13 main:581] : INFO : Epoch 732 | loss: 0.0311909 | val_loss: 0.0311973 | Time: 1919.37 ms [2020-12-19 04:00:15 main:581] : INFO : Epoch 733 | loss: 0.0311904 | val_loss: 0.0311962 | Time: 2004.88 ms [2020-12-19 04:00:17 main:581] : INFO : Epoch 734 | loss: 0.0311916 | val_loss: 0.0311953 | Time: 2046.82 ms [2020-12-19 04:00:19 main:581] : INFO : Epoch 735 | loss: 0.0311904 | val_loss: 0.031197 | Time: 2138.55 ms [2020-12-19 04:00:21 main:581] : INFO : Epoch 736 | loss: 0.031193 | val_loss: 0.0311961 | Time: 2176.83 ms [2020-12-19 04:00:23 main:581] : INFO : Epoch 737 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 1805.06 ms [2020-12-19 04:00:25 main:581] : INFO : Epoch 738 | loss: 0.0311911 | val_loss: 0.031197 | Time: 1950.8 ms [2020-12-19 04:00:27 main:581] : INFO : Epoch 739 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 1968.18 ms [2020-12-19 04:00:29 main:581] : INFO : Epoch 740 | loss: 0.0311907 | val_loss: 0.0311963 | Time: 2092.97 ms [2020-12-19 04:00:31 main:581] : INFO : Epoch 741 | loss: 0.0311929 | val_loss: 0.0311997 | Time: 2083.38 ms [2020-12-19 04:00:33 main:581] : INFO : Epoch 742 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 2099.43 ms [2020-12-19 04:00:36 main:581] : INFO : Epoch 743 | loss: 0.0311895 | val_loss: 0.031195 | Time: 2105.27 ms [2020-12-19 04:00:38 main:581] : INFO : Epoch 744 | loss: 0.0311903 | val_loss: 0.0311984 | Time: 1934.8 ms [2020-12-19 04:00:40 main:581] : INFO : Epoch 745 | loss: 0.0311909 | val_loss: 0.0311978 | Time: 2099.79 ms [2020-12-19 04:00:42 main:581] : INFO : Epoch 746 | loss: 0.0311922 | val_loss: 0.0311955 | Time: 2138.71 ms [2020-12-19 04:00:44 main:581] : INFO : Epoch 747 | loss: 0.0311901 | val_loss: 0.0311957 | Time: 1989.65 ms [2020-12-19 04:00:46 main:581] : INFO : Epoch 748 | loss: 0.0311895 | val_loss: 0.0311965 | Time: 1854.14 ms [2020-12-19 04:00:48 main:581] : INFO : Epoch 749 | loss: 0.0311897 | val_loss: 0.0311959 | Time: 2044.86 ms [2020-12-19 04:00:50 main:581] : INFO : Epoch 750 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 1961.67 ms [2020-12-19 04:00:52 main:581] : INFO : Epoch 751 | loss: 0.0311893 | val_loss: 0.0311958 | Time: 2044.65 ms [2020-12-19 04:00:54 main:581] : INFO : Epoch 752 | loss: 0.0311916 | val_loss: 0.0311976 | Time: 2044.87 ms [2020-12-19 04:00:56 main:581] : INFO : Epoch 753 | loss: 0.0311928 | val_loss: 0.0311953 | Time: 2007.93 ms [2020-12-19 04:00:58 main:581] : INFO : Epoch 754 | loss: 0.0311919 | val_loss: 0.0311962 | Time: 1795.39 ms [2020-12-19 04:00:59 main:581] : INFO : Epoch 755 | loss: 0.0311912 | val_loss: 0.0312009 | Time: 1558.26 ms [2020-12-19 04:01:01 main:581] : INFO : Epoch 756 | loss: 0.0311911 | val_loss: 0.0311964 | Time: 1606.84 ms [2020-12-19 04:01:03 main:581] : INFO : Epoch 757 | loss: 0.0311898 | val_loss: 0.0311949 | Time: 1922.74 ms [2020-12-19 04:01:05 main:581] : INFO : Epoch 758 | loss: 0.0311949 | val_loss: 0.0312113 | Time: 2104.87 ms [2020-12-19 04:01:07 main:581] : INFO : Epoch 759 | loss: 0.0311977 | val_loss: 0.0312016 | Time: 2093.91 ms [2020-12-19 04:01:09 main:581] : INFO : Epoch 760 | loss: 0.0311943 | val_loss: 0.0312012 | Time: 2025.57 ms [2020-12-19 04:01:11 main:581] : INFO : Epoch 761 | loss: 0.031192 | val_loss: 0.0311986 | Time: 2104.69 ms [2020-12-19 04:01:13 main:581] : INFO : Epoch 762 | loss: 0.0311913 | val_loss: 0.0312004 | Time: 2082.14 ms [2020-12-19 04:01:15 main:581] : INFO : Epoch 763 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 2108.4 ms [2020-12-19 04:01:17 main:581] : INFO : Epoch 764 | loss: 0.0311931 | val_loss: 0.0311952 | Time: 2088.91 ms [2020-12-19 04:01:19 main:581] : INFO : Epoch 765 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 2091.42 ms [2020-12-19 04:01:21 main:581] : INFO : Epoch 766 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 2061.16 ms [2020-12-19 04:01:23 main:581] : INFO : Epoch 767 | loss: 0.0311911 | val_loss: 0.031195 | Time: 1619.43 ms [2020-12-19 04:01:25 main:581] : INFO : Epoch 768 | loss: 0.0311898 | val_loss: 0.0311955 | Time: 1692.43 ms [2020-12-19 04:01:27 main:581] : INFO : Epoch 769 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 2013.86 ms [2020-12-19 04:01:29 main:581] : INFO : Epoch 770 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 1964.6 ms [2020-12-19 04:01:31 main:581] : INFO : Epoch 771 | loss: 0.03119 | val_loss: 0.0311991 | Time: 2088.3 ms [2020-12-19 04:01:33 main:581] : INFO : Epoch 772 | loss: 0.0311899 | val_loss: 0.031196 | Time: 2177.4 ms [2020-12-19 04:01:35 main:581] : INFO : Epoch 773 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 2098.1 ms [2020-12-19 04:01:37 main:581] : INFO : Epoch 774 | loss: 0.0311906 | val_loss: 0.0312009 | Time: 2186.25 ms [2020-12-19 04:01:39 main:581] : INFO : Epoch 775 | loss: 0.0311922 | val_loss: 0.031203 | Time: 2151.52 ms [2020-12-19 04:01:41 main:581] : INFO : Epoch 776 | loss: 0.0311906 | val_loss: 0.0311979 | Time: 2091.57 ms [2020-12-19 04:01:44 main:581] : INFO : Epoch 777 | loss: 0.0311893 | val_loss: 0.0311962 | Time: 2102.73 ms [2020-12-19 04:01:46 main:581] : INFO : Epoch 778 | loss: 0.0311876 | val_loss: 0.0311999 | Time: 2092.2 ms [2020-12-19 04:01:48 main:581] : INFO : Epoch 779 | loss: 0.0311885 | val_loss: 0.0311964 | Time: 2103.55 ms [2020-12-19 04:01:50 main:581] : INFO : Epoch 780 | loss: 0.0311883 | val_loss: 0.0312046 | Time: 2111.46 ms [2020-12-19 04:01:52 main:581] : INFO : Epoch 781 | loss: 0.0311902 | val_loss: 0.0312043 | Time: 2159.63 ms [2020-12-19 04:01:54 main:581] : INFO : Epoch 782 | loss: 0.0311904 | val_loss: 0.0311976 | Time: 2442 ms [2020-12-19 04:01:57 main:581] : INFO : Epoch 783 | loss: 0.0311879 | val_loss: 0.0311976 | Time: 2435.41 ms [2020-12-19 04:01:59 main:581] : INFO : Epoch 784 | loss: 0.0311866 | val_loss: 0.031195 | Time: 2040.51 ms [2020-12-19 04:02:01 main:581] : INFO : Epoch 785 | loss: 0.0311865 | val_loss: 0.0311959 | Time: 1764.68 ms [2020-12-19 04:02:03 main:581] : INFO : Epoch 786 | loss: 0.0311862 | val_loss: 0.0311956 | Time: 2076.8 ms [2020-12-19 04:02:04 main:581] : INFO : Epoch 787 | loss: 0.0311857 | val_loss: 0.0311962 | Time: 1601.64 ms [2020-12-19 04:02:06 main:581] : INFO : Epoch 788 | loss: 0.0311867 | val_loss: 0.031197 | Time: 1793.24 ms [2020-12-19 04:02:08 main:581] : INFO : Epoch 789 | loss: 0.0311892 | val_loss: 0.0312008 | Time: 1905.69 ms [2020-12-19 04:02:10 main:581] : INFO : Epoch 790 | loss: 0.0311896 | val_loss: 0.0311956 | Time: 2136.75 ms [2020-12-19 04:02:12 main:581] : INFO : Epoch 791 | loss: 0.0311878 | val_loss: 0.0311952 | Time: 1978.71 ms [2020-12-19 04:02:14 main:581] : INFO : Epoch 792 | loss: 0.0311863 | val_loss: 0.0311958 | Time: 2074.48 ms [2020-12-19 04:02:16 main:581] : INFO : Epoch 793 | loss: 0.0311865 | val_loss: 0.0311974 | Time: 2048.61 ms [2020-12-19 04:02:18 main:581] : INFO : Epoch 794 | loss: 0.031186 | val_loss: 0.0311967 | Time: 2032.09 ms [2020-12-19 04:02:21 main:581] : INFO : Epoch 795 | loss: 0.0311864 | val_loss: 0.0311951 | Time: 2147.17 ms [2020-12-19 04:02:23 main:581] : INFO : Epoch 796 | loss: 0.031185 | val_loss: 0.031196 | Time: 2161.34 ms [2020-12-19 04:02:25 main:581] : INFO : Epoch 797 | loss: 0.0311851 | val_loss: 0.0311944 | Time: 2052.74 ms [2020-12-19 04:02:27 main:581] : INFO : Epoch 798 | loss: 0.0311852 | val_loss: 0.0311966 | Time: 2142.43 ms [2020-12-19 04:02:29 main:581] : INFO : Epoch 799 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 2085.47 ms [2020-12-19 04:02:31 main:581] : INFO : Epoch 800 | loss: 0.0311858 | val_loss: 0.0311984 | Time: 2142.12 ms [2020-12-19 04:02:33 main:581] : INFO : Epoch 801 | loss: 0.0311861 | val_loss: 0.0311945 | Time: 2161.32 ms [2020-12-19 04:02:35 main:581] : INFO : Epoch 802 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 2146.05 ms [2020-12-19 04:02:37 main:581] : INFO : Epoch 803 | loss: 0.0311848 | val_loss: 0.0311957 | Time: 1994.08 ms [2020-12-19 04:02:39 main:581] : INFO : Epoch 804 | loss: 0.031185 | val_loss: 0.0311948 | Time: 2059.4 ms [2020-12-19 04:02:42 main:581] : INFO : Epoch 805 | loss: 0.0311851 | val_loss: 0.0311943 | Time: 2084.9 ms [2020-12-19 04:02:44 main:581] : INFO : Epoch 806 | loss: 0.0311842 | val_loss: 0.0311956 | Time: 2075.4 ms [2020-12-19 04:02:46 main:581] : INFO : Epoch 807 | loss: 0.0311839 | val_loss: 0.0311952 | Time: 2027.24 ms [2020-12-19 04:02:48 main:581] : INFO : Epoch 808 | loss: 0.0311843 | val_loss: 0.0311958 | Time: 1964.5 ms [2020-12-19 04:02:49 main:581] : INFO : Epoch 809 | loss: 0.0311842 | val_loss: 0.0311948 | Time: 1864.04 ms [2020-12-19 04:02:51 main:581] : INFO : Epoch 810 | loss: 0.0311862 | val_loss: 0.0311946 | Time: 2024.84 ms [2020-12-19 04:02:53 main:581] : INFO : Epoch 811 | loss: 0.0311855 | val_loss: 0.0312002 | Time: 1916.99 ms [2020-12-19 04:02:55 main:581] : INFO : Epoch 812 | loss: 0.0311881 | val_loss: 0.0311949 | Time: 1878.33 ms [2020-12-19 04:02:57 main:581] : INFO : Epoch 813 | loss: 0.0311848 | val_loss: 0.0311982 | Time: 2149.44 ms [2020-12-19 04:02:59 main:581] : INFO : Epoch 814 | loss: 0.0311866 | val_loss: 0.0311966 | Time: 1962.73 ms [2020-12-19 04:03:01 main:581] : INFO : Epoch 815 | loss: 0.031186 | val_loss: 0.0311944 | Time: 1931.77 ms [2020-12-19 04:03:03 main:581] : INFO : Epoch 816 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 2106.03 ms [2020-12-19 04:03:06 main:581] : INFO : Epoch 817 | loss: 0.0311853 | val_loss: 0.0311953 | Time: 2078.87 ms [2020-12-19 04:03:07 main:581] : INFO : Epoch 818 | loss: 0.0311865 | val_loss: 0.0311969 | Time: 1756.89 ms [2020-12-19 04:03:09 main:581] : INFO : Epoch 819 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 1734.1 ms [2020-12-19 04:03:11 main:581] : INFO : Epoch 820 | loss: 0.0311885 | val_loss: 0.0312 | Time: 2152.16 ms [2020-12-19 04:03:13 main:581] : INFO : Epoch 821 | loss: 0.0311919 | val_loss: 0.031202 | Time: 2157.2 ms [2020-12-19 04:03:15 main:581] : INFO : Epoch 822 | loss: 0.0311896 | val_loss: 0.0311957 | Time: 2135.55 ms [2020-12-19 04:03:18 main:581] : INFO : Epoch 823 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 2212.89 ms [2020-12-19 04:03:20 main:581] : INFO : Epoch 824 | loss: 0.031186 | val_loss: 0.0311941 | Time: 2139.89 ms [2020-12-19 04:03:22 main:581] : INFO : Epoch 825 | loss: 0.0311868 | val_loss: 0.0311975 | Time: 2118.35 ms [2020-12-19 04:03:24 main:581] : INFO : Epoch 826 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 2128.8 ms [2020-12-19 04:03:26 main:581] : INFO : Epoch 827 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 1949.51 ms [2020-12-19 04:03:28 main:581] : INFO : Epoch 828 | loss: 0.031186 | val_loss: 0.0311962 | Time: 2029.77 ms [2020-12-19 04:03:30 main:581] : INFO : Epoch 829 | loss: 0.0311884 | val_loss: 0.0311978 | Time: 1847.99 ms [2020-12-19 04:03:32 main:581] : INFO : Epoch 830 | loss: 0.031194 | val_loss: 0.0312031 | Time: 2132.98 ms [2020-12-19 04:03:34 main:581] : INFO : Epoch 831 | loss: 0.0311972 | val_loss: 0.0312003 | Time: 2173.79 ms [2020-12-19 04:03:36 main:581] : INFO : Epoch 832 | loss: 0.031193 | val_loss: 0.0311983 | Time: 1896.62 ms [2020-12-19 04:03:38 main:581] : INFO : Epoch 833 | loss: 0.0311932 | val_loss: 0.0311961 | Time: 2142.06 ms [2020-12-19 04:03:40 main:581] : INFO : Epoch 834 | loss: 0.0311889 | val_loss: 0.0311963 | Time: 2113.66 ms [2020-12-19 04:03:43 main:581] : INFO : Epoch 835 | loss: 0.031188 | val_loss: 0.031197 | Time: 2180.73 ms [2020-12-19 04:03:45 main:581] : INFO : Epoch 836 | loss: 0.0311901 | val_loss: 0.0311967 | Time: 2103.13 ms [2020-12-19 04:03:47 main:581] : INFO : Epoch 837 | loss: 0.0311886 | val_loss: 0.0311963 | Time: 2116.98 ms [2020-12-19 04:03:49 main:581] : INFO : Epoch 838 | loss: 0.0311895 | val_loss: 0.0311983 | Time: 2105.01 ms [2020-12-19 04:03:51 main:581] : INFO : Epoch 839 | loss: 0.0311904 | val_loss: 0.0311961 | Time: 1994.01 ms [2020-12-19 04:03:53 main:581] : INFO : Epoch 840 | loss: 0.0311907 | val_loss: 0.0311983 | Time: 2077.45 ms [2020-12-19 04:03:55 main:581] : INFO : Epoch 841 | loss: 0.0311889 | val_loss: 0.031197 | Time: 2054.31 ms [2020-12-19 04:03:57 main:581] : INFO : Epoch 842 | loss: 0.0311871 | val_loss: 0.0311991 | Time: 2059.15 ms [2020-12-19 04:03:59 main:581] : INFO : Epoch 843 | loss: 0.0311881 | val_loss: 0.0311945 | Time: 1967.17 ms [2020-12-19 04:04:01 main:581] : INFO : Epoch 844 | loss: 0.0311915 | val_loss: 0.0311974 | Time: 2090.91 ms [2020-12-19 04:04:03 main:581] : INFO : Epoch 845 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 1986.31 ms [2020-12-19 04:04:05 main:581] : INFO : Epoch 846 | loss: 0.0311886 | val_loss: 0.0311995 | Time: 2021.61 ms [2020-12-19 04:04:07 main:581] : INFO : Epoch 847 | loss: 0.0311904 | val_loss: 0.0311999 | Time: 2094.36 ms [2020-12-19 04:04:09 main:581] : INFO : Epoch 848 | loss: 0.0311968 | val_loss: 0.0312008 | Time: 2067.97 ms [2020-12-19 04:04:11 main:581] : INFO : Epoch 849 | loss: 0.0311975 | val_loss: 0.0312048 | Time: 2100.79 ms [2020-12-19 04:04:14 main:581] : INFO : Epoch 850 | loss: 0.031201 | val_loss: 0.0312017 | Time: 2135.69 ms [2020-12-19 04:04:16 main:581] : INFO : Epoch 851 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 2059.47 ms [2020-12-19 04:04:18 main:581] : INFO : Epoch 852 | loss: 0.0312002 | val_loss: 0.0312015 | Time: 2084.88 ms [2020-12-19 04:04:20 main:581] : INFO : Epoch 853 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 2138.56 ms [2020-12-19 04:04:22 main:581] : INFO : Epoch 854 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 2086.33 ms [2020-12-19 04:04:24 main:581] : INFO : Epoch 855 | loss: 0.031202 | val_loss: 0.0312055 | Time: 2482.11 ms [2020-12-19 04:04:27 main:581] : INFO : Epoch 856 | loss: 0.0312013 | val_loss: 0.0312047 | Time: 2572.2 ms [2020-12-19 04:04:29 main:581] : INFO : Epoch 857 | loss: 0.0312016 | val_loss: 0.0312118 | Time: 2388.22 ms [2020-12-19 04:04:31 main:581] : INFO : Epoch 858 | loss: 0.0312046 | val_loss: 0.031207 | Time: 2091.34 ms [2020-12-19 04:04:34 main:581] : INFO : Epoch 859 | loss: 0.0312008 | val_loss: 0.0312042 | Time: 2104.74 ms [2020-12-19 04:04:36 main:581] : INFO : Epoch 860 | loss: 0.0311993 | val_loss: 0.0312053 | Time: 2105.34 ms [2020-12-19 04:04:37 main:581] : INFO : Epoch 861 | loss: 0.0311985 | val_loss: 0.0312071 | Time: 1874.88 ms [2020-12-19 04:04:40 main:581] : INFO : Epoch 862 | loss: 0.0311978 | val_loss: 0.0312043 | Time: 2085.9 ms [2020-12-19 04:04:42 main:581] : INFO : Epoch 863 | loss: 0.0311977 | val_loss: 0.0312028 | Time: 2165.97 ms [2020-12-19 04:04:44 main:581] : INFO : Epoch 864 | loss: 0.031201 | val_loss: 0.031203 | Time: 2189.53 ms [2020-12-19 04:04:46 main:581] : INFO : Epoch 865 | loss: 0.0311978 | val_loss: 0.0312071 | Time: 2157.72 ms [2020-12-19 04:04:48 main:581] : INFO : Epoch 866 | loss: 0.0311966 | val_loss: 0.0312074 | Time: 2152.89 ms [2020-12-19 04:04:50 main:581] : INFO : Epoch 867 | loss: 0.0311972 | val_loss: 0.0312012 | Time: 2072.88 ms [2020-12-19 04:04:52 main:581] : INFO : Epoch 868 | loss: 0.0311968 | val_loss: 0.0312021 | Time: 2010.86 ms [2020-12-19 04:04:54 main:581] : INFO : Epoch 869 | loss: 0.0311986 | val_loss: 0.0312013 | Time: 2049.7 ms [2020-12-19 04:04:56 main:581] : INFO : Epoch 870 | loss: 0.031196 | val_loss: 0.0312021 | Time: 2071.8 ms [2020-12-19 04:04:59 main:581] : INFO : Epoch 871 | loss: 0.0311961 | val_loss: 0.0312057 | Time: 2158.66 ms [2020-12-19 04:05:01 main:581] : INFO : Epoch 872 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 2160.77 ms [2020-12-19 04:05:03 main:581] : INFO : Epoch 873 | loss: 0.0311961 | val_loss: 0.0312014 | Time: 2081.86 ms [2020-12-19 04:05:05 main:581] : INFO : Epoch 874 | loss: 0.0311942 | val_loss: 0.0311996 | Time: 2104.94 ms [2020-12-19 04:05:07 main:581] : INFO : Epoch 875 | loss: 0.0311931 | val_loss: 0.0312007 | Time: 2098.13 ms [2020-12-19 04:05:09 main:581] : INFO : Epoch 876 | loss: 0.031194 | val_loss: 0.0311994 | Time: 2134.75 ms [2020-12-19 04:05:11 main:581] : INFO : Epoch 877 | loss: 0.0311951 | val_loss: 0.0312045 | Time: 2073.07 ms [2020-12-19 04:05:13 main:581] : INFO : Epoch 878 | loss: 0.0311962 | val_loss: 0.0312022 | Time: 2133.38 ms [2020-12-19 04:05:15 main:581] : INFO : Epoch 879 | loss: 0.0311946 | val_loss: 0.0312003 | Time: 2000.77 ms [2020-12-19 04:05:17 main:581] : INFO : Epoch 880 | loss: 0.0311947 | val_loss: 0.0311989 | Time: 1957.39 ms [2020-12-19 04:05:19 main:581] : INFO : Epoch 881 | loss: 0.0311941 | val_loss: 0.0311992 | Time: 2079.45 ms [2020-12-19 04:05:22 main:581] : INFO : Epoch 882 | loss: 0.0311938 | val_loss: 0.0312052 | Time: 2141.84 ms [2020-12-19 04:05:24 main:581] : INFO : Epoch 883 | loss: 0.0311999 | val_loss: 0.0312078 | Time: 2152.43 ms [2020-12-19 04:05:26 main:581] : INFO : Epoch 884 | loss: 0.0312041 | val_loss: 0.031202 | Time: 2089.94 ms [2020-12-19 04:05:28 main:581] : INFO : Epoch 885 | loss: 0.0311973 | val_loss: 0.0311985 | Time: 2104.5 ms [2020-12-19 04:05:30 main:581] : INFO : Epoch 886 | loss: 0.0311939 | val_loss: 0.0311987 | Time: 2152.29 ms [2020-12-19 04:05:32 main:581] : INFO : Epoch 887 | loss: 0.0311933 | val_loss: 0.0312006 | Time: 2219.25 ms [2020-12-19 04:05:34 main:581] : INFO : Epoch 888 | loss: 0.0311931 | val_loss: 0.0311998 | Time: 2046.93 ms [2020-12-19 04:05:36 main:581] : INFO : Epoch 889 | loss: 0.0311939 | val_loss: 0.031199 | Time: 2124.77 ms [2020-12-19 04:05:38 main:581] : INFO : Epoch 890 | loss: 0.0311958 | val_loss: 0.0312033 | Time: 1976.63 ms [2020-12-19 04:05:41 main:581] : INFO : Epoch 891 | loss: 0.0311926 | val_loss: 0.0311983 | Time: 2132.26 ms [2020-12-19 04:05:43 main:581] : INFO : Epoch 892 | loss: 0.0311945 | val_loss: 0.0311992 | Time: 2148.76 ms [2020-12-19 04:05:45 main:581] : INFO : Epoch 893 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 2131.36 ms [2020-12-19 04:05:47 main:581] : INFO : Epoch 894 | loss: 0.0311929 | val_loss: 0.0311996 | Time: 2136.41 ms [2020-12-19 04:05:49 main:581] : INFO : Epoch 895 | loss: 0.0311929 | val_loss: 0.0312003 | Time: 2220.87 ms [2020-12-19 04:05:51 main:581] : INFO : Epoch 896 | loss: 0.0311933 | val_loss: 0.0311995 | Time: 2221.53 ms [2020-12-19 04:05:54 main:581] : INFO : Epoch 897 | loss: 0.0311959 | val_loss: 0.0312011 | Time: 2135.74 ms [2020-12-19 04:05:56 main:581] : INFO : Epoch 898 | loss: 0.0311929 | val_loss: 0.0312015 | Time: 2052.52 ms [2020-12-19 04:05:58 main:581] : INFO : Epoch 899 | loss: 0.0311941 | val_loss: 0.0311991 | Time: 2143.78 ms [2020-12-19 04:06:00 main:581] : INFO : Epoch 900 | loss: 0.0311912 | val_loss: 0.0312003 | Time: 2032.87 ms [2020-12-19 04:06:02 main:581] : INFO : Epoch 901 | loss: 0.0311917 | val_loss: 0.0311997 | Time: 2102.05 ms [2020-12-19 04:06:04 main:581] : INFO : Epoch 902 | loss: 0.0311922 | val_loss: 0.0311994 | Time: 2294.79 ms [2020-12-19 04:06:06 main:581] : INFO : Epoch 903 | loss: 0.0311939 | val_loss: 0.0312058 | Time: 2291.18 ms [2020-12-19 04:06:09 main:581] : INFO : Epoch 904 | loss: 0.0311944 | val_loss: 0.0312047 | Time: 2186.44 ms [2020-12-19 04:06:11 main:581] : INFO : Epoch 905 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 2160.95 ms [2020-12-19 04:06:13 main:581] : INFO : Epoch 906 | loss: 0.0311913 | val_loss: 0.0311988 | Time: 2133.64 ms [2020-12-19 04:06:15 main:581] : INFO : Epoch 907 | loss: 0.0311916 | val_loss: 0.0311991 | Time: 2136.18 ms [2020-12-19 04:06:17 main:581] : INFO : Epoch 908 | loss: 0.0311913 | val_loss: 0.0312009 | Time: 2127.74 ms [2020-12-19 04:06:19 main:581] : INFO : Epoch 909 | loss: 0.0311927 | val_loss: 0.0311985 | Time: 2059.9 ms [2020-12-19 04:06:21 main:581] : INFO : Epoch 910 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 2186.22 ms [2020-12-19 04:06:24 main:581] : INFO : Epoch 911 | loss: 0.0311947 | val_loss: 0.0312034 | Time: 2147.77 ms [2020-12-19 04:06:26 main:581] : INFO : Epoch 912 | loss: 0.031195 | val_loss: 0.0311984 | Time: 2054.54 ms [2020-12-19 04:06:28 main:581] : INFO : Epoch 913 | loss: 0.0311955 | val_loss: 0.0311966 | Time: 2169.12 ms [2020-12-19 04:06:30 main:581] : INFO : Epoch 914 | loss: 0.031193 | val_loss: 0.031199 | Time: 1897.8 ms [2020-12-19 04:06:32 main:581] : INFO : Epoch 915 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 2090.61 ms [2020-12-19 04:06:34 main:581] : INFO : Epoch 916 | loss: 0.0311932 | val_loss: 0.0311976 | Time: 2114.7 ms [2020-12-19 04:06:36 main:581] : INFO : Epoch 917 | loss: 0.0311924 | val_loss: 0.0311981 | Time: 1999.18 ms [2020-12-19 04:06:38 main:581] : INFO : Epoch 918 | loss: 0.0311933 | val_loss: 0.0311987 | Time: 2042.8 ms [2020-12-19 04:06:40 main:581] : INFO : Epoch 919 | loss: 0.0311942 | val_loss: 0.0311987 | Time: 2052.24 ms [2020-12-19 04:06:42 main:581] : INFO : Epoch 920 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 2104.27 ms [2020-12-19 04:06:44 main:581] : INFO : Epoch 921 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 1988.97 ms [2020-12-19 04:06:46 main:581] : INFO : Epoch 922 | loss: 0.0311919 | val_loss: 0.0312025 | Time: 1851.42 ms [2020-12-19 04:06:48 main:581] : INFO : Epoch 923 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 1954.96 ms [2020-12-19 04:06:50 main:581] : INFO : Epoch 924 | loss: 0.0311906 | val_loss: 0.0311997 | Time: 2165 ms [2020-12-19 04:06:52 main:581] : INFO : Epoch 925 | loss: 0.0311908 | val_loss: 0.0311973 | Time: 2171.76 ms [2020-12-19 04:06:54 main:581] : INFO : Epoch 926 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 2170.1 ms [2020-12-19 04:06:57 main:581] : INFO : Epoch 927 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 2091.31 ms [2020-12-19 04:06:59 main:581] : INFO : Epoch 928 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 2087.96 ms [2020-12-19 04:07:01 main:581] : INFO : Epoch 929 | loss: 0.0311949 | val_loss: 0.0311999 | Time: 2226.65 ms [2020-12-19 04:07:03 main:581] : INFO : Epoch 930 | loss: 0.0311912 | val_loss: 0.0311987 | Time: 2185.23 ms [2020-12-19 04:07:05 main:581] : INFO : Epoch 931 | loss: 0.0311916 | val_loss: 0.0311982 | Time: 2116.56 ms [2020-12-19 04:07:07 main:581] : INFO : Epoch 932 | loss: 0.0311909 | val_loss: 0.0312044 | Time: 2241.1 ms [2020-12-19 04:07:09 main:581] : INFO : Epoch 933 | loss: 0.031193 | val_loss: 0.0311996 | Time: 2051.78 ms [2020-12-19 04:07:12 main:581] : INFO : Epoch 934 | loss: 0.0311898 | val_loss: 0.0311976 | Time: 2237.8 ms [2020-12-19 04:07:14 main:581] : INFO : Epoch 935 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 2144.69 ms [2020-12-19 04:07:16 main:581] : INFO : Epoch 936 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 2133.07 ms [2020-12-19 04:07:18 main:581] : INFO : Epoch 937 | loss: 0.0311909 | val_loss: 0.0311989 | Time: 2115.92 ms [2020-12-19 04:07:20 main:581] : INFO : Epoch 938 | loss: 0.031193 | val_loss: 0.0311981 | Time: 2088.08 ms [2020-12-19 04:07:22 main:581] : INFO : Epoch 939 | loss: 0.0311897 | val_loss: 0.031198 | Time: 2090.33 ms [2020-12-19 04:07:24 main:581] : INFO : Epoch 940 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 2078.74 ms [2020-12-19 04:07:26 main:581] : INFO : Epoch 941 | loss: 0.0311901 | val_loss: 0.0311975 | Time: 1971.94 ms [2020-12-19 04:07:28 main:581] : INFO : Epoch 942 | loss: 0.0311907 | val_loss: 0.031203 | Time: 2105.42 ms [2020-12-19 04:07:31 main:581] : INFO : Epoch 943 | loss: 0.0311942 | val_loss: 0.0312061 | Time: 2135.37 ms [2020-12-19 04:07:33 main:581] : INFO : Epoch 944 | loss: 0.0312064 | val_loss: 0.0314152 | Time: 2113.78 ms [2020-12-19 04:07:35 main:581] : INFO : Epoch 945 | loss: 0.0388955 | val_loss: 0.032802 | Time: 2071.22 ms [2020-12-19 04:07:37 main:581] : INFO : Epoch 946 | loss: 0.032598 | val_loss: 0.0317761 | Time: 2115.49 ms [2020-12-19 04:07:39 main:581] : INFO : Epoch 947 | loss: 0.0314067 | val_loss: 0.0312696 | Time: 2104.32 ms [2020-12-19 04:07:41 main:581] : INFO : Epoch 948 | loss: 0.0312572 | val_loss: 0.0312417 | Time: 2090.5 ms [2020-12-19 04:07:43 main:581] : INFO : Epoch 949 | loss: 0.0312266 | val_loss: 0.0312207 | Time: 2135.48 ms [2020-12-19 04:07:45 main:581] : INFO : Epoch 950 | loss: 0.0312147 | val_loss: 0.0312125 | Time: 2102.79 ms [2020-12-19 04:07:47 main:581] : INFO : Epoch 951 | loss: 0.0312092 | val_loss: 0.0312095 | Time: 2135.05 ms [2020-12-19 04:07:49 main:581] : INFO : Epoch 952 | loss: 0.0312064 | val_loss: 0.0312078 | Time: 1690.89 ms [2020-12-19 04:07:51 main:581] : INFO : Epoch 953 | loss: 0.0312059 | val_loss: 0.0312074 | Time: 2067.39 ms [2020-12-19 04:07:53 main:581] : INFO : Epoch 954 | loss: 0.0312048 | val_loss: 0.031207 | Time: 2183.28 ms [2020-12-19 04:07:55 main:581] : INFO : Epoch 955 | loss: 0.031205 | val_loss: 0.0312055 | Time: 1881.16 ms [2020-12-19 04:07:57 main:581] : INFO : Epoch 956 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 2162.84 ms [2020-12-19 04:08:00 main:581] : INFO : Epoch 957 | loss: 0.031203 | val_loss: 0.0312036 | Time: 2152.82 ms [2020-12-19 04:08:02 main:581] : INFO : Epoch 958 | loss: 0.0312006 | val_loss: 0.0312007 | Time: 2062.85 ms [2020-12-19 04:08:04 main:581] : INFO : Epoch 959 | loss: 0.0311984 | val_loss: 0.0312023 | Time: 2459.75 ms [2020-12-19 04:08:06 main:581] : INFO : Epoch 960 | loss: 0.0311971 | val_loss: 0.0311985 | Time: 1838.94 ms [2020-12-19 04:08:08 main:581] : INFO : Epoch 961 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2025.34 ms [2020-12-19 04:08:10 main:581] : INFO : Epoch 962 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2082.32 ms [2020-12-19 04:08:12 main:581] : INFO : Epoch 963 | loss: 0.0311952 | val_loss: 0.031197 | Time: 1879.65 ms [2020-12-19 04:08:14 main:581] : INFO : Epoch 964 | loss: 0.0311949 | val_loss: 0.0311988 | Time: 2084.2 ms [2020-12-19 04:08:16 main:581] : INFO : Epoch 965 | loss: 0.0311954 | val_loss: 0.0311979 | Time: 1974.04 ms [2020-12-19 04:08:18 main:581] : INFO : Epoch 966 | loss: 0.0311944 | val_loss: 0.0311972 | Time: 2182.66 ms [2020-12-19 04:08:20 main:581] : INFO : Epoch 967 | loss: 0.0311942 | val_loss: 0.0311977 | Time: 2050.71 ms [2020-12-19 04:08:22 main:581] : INFO : Epoch 968 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 1665.91 ms [2020-12-19 04:08:24 main:581] : INFO : Epoch 969 | loss: 0.0311939 | val_loss: 0.0311964 | Time: 1914.64 ms [2020-12-19 04:08:26 main:581] : INFO : Epoch 970 | loss: 0.0311941 | val_loss: 0.0311967 | Time: 1690.42 ms [2020-12-19 04:08:28 main:581] : INFO : Epoch 971 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 2054.58 ms [2020-12-19 04:08:30 main:581] : INFO : Epoch 972 | loss: 0.0311936 | val_loss: 0.0311971 | Time: 2117.93 ms [2020-12-19 04:08:32 main:581] : INFO : Epoch 973 | loss: 0.0311935 | val_loss: 0.0311963 | Time: 2169.48 ms [2020-12-19 04:08:34 main:581] : INFO : Epoch 974 | loss: 0.0311928 | val_loss: 0.0311967 | Time: 2157.15 ms [2020-12-19 04:08:36 main:581] : INFO : Epoch 975 | loss: 0.0311925 | val_loss: 0.0311981 | Time: 2032.19 ms [2020-12-19 04:08:38 main:581] : INFO : Epoch 976 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 2193.17 ms [2020-12-19 04:08:40 main:581] : INFO : Epoch 977 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 1993.35 ms [2020-12-19 04:08:42 main:581] : INFO : Epoch 978 | loss: 0.031193 | val_loss: 0.0311964 | Time: 2033.95 ms [2020-12-19 04:08:44 main:581] : INFO : Epoch 979 | loss: 0.0311917 | val_loss: 0.0311967 | Time: 1967.2 ms [2020-12-19 04:08:46 main:581] : INFO : Epoch 980 | loss: 0.0311917 | val_loss: 0.031196 | Time: 2113.58 ms [2020-12-19 04:08:48 main:581] : INFO : Epoch 981 | loss: 0.0311917 | val_loss: 0.0311961 | Time: 2048.45 ms [2020-12-19 04:08:51 main:581] : INFO : Epoch 982 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 2129.01 ms [2020-12-19 04:08:53 main:581] : INFO : Epoch 983 | loss: 0.0311923 | val_loss: 0.0311973 | Time: 2154.13 ms [2020-12-19 04:08:55 main:581] : INFO : Epoch 984 | loss: 0.031192 | val_loss: 0.0311964 | Time: 2089.73 ms [2020-12-19 04:08:57 main:581] : INFO : Epoch 985 | loss: 0.0311918 | val_loss: 0.0311956 | Time: 2227.12 ms [2020-12-19 04:08:59 main:581] : INFO : Epoch 986 | loss: 0.0311933 | val_loss: 0.0311953 | Time: 2278.05 ms [2020-12-19 04:09:01 main:581] : INFO : Epoch 987 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 2079.3 ms [2020-12-19 04:09:03 main:581] : INFO : Epoch 988 | loss: 0.0311931 | val_loss: 0.0311983 | Time: 2089.02 ms [2020-12-19 04:09:06 main:581] : INFO : Epoch 989 | loss: 0.031193 | val_loss: 0.0311989 | Time: 2134.15 ms [2020-12-19 04:09:08 main:581] : INFO : Epoch 990 | loss: 0.0311934 | val_loss: 0.0312011 | Time: 2087.47 ms [2020-12-19 04:09:10 main:581] : INFO : Epoch 991 | loss: 0.0311956 | val_loss: 0.0311984 | Time: 2026.95 ms [2020-12-19 04:09:12 main:581] : INFO : Epoch 992 | loss: 0.0311958 | val_loss: 0.0312043 | Time: 2074.87 ms [2020-12-19 04:09:14 main:581] : INFO : Epoch 993 | loss: 0.0311935 | val_loss: 0.0311978 | Time: 2151.46 ms [2020-12-19 04:09:16 main:581] : INFO : Epoch 994 | loss: 0.0311921 | val_loss: 0.0311974 | Time: 2104.11 ms [2020-12-19 04:09:18 main:581] : INFO : Epoch 995 | loss: 0.0311914 | val_loss: 0.0311983 | Time: 2092.67 ms [2020-12-19 04:09:20 main:581] : INFO : Epoch 996 | loss: 0.0311915 | val_loss: 0.0311987 | Time: 1977.62 ms [2020-12-19 04:09:22 main:581] : INFO : Epoch 997 | loss: 0.0311917 | val_loss: 0.0311988 | Time: 2043.93 ms [2020-12-19 04:09:24 main:581] : INFO : Epoch 998 | loss: 0.0311916 | val_loss: 0.0311977 | Time: 2137.42 ms [2020-12-19 04:09:26 main:581] : INFO : Epoch 999 | loss: 0.0311929 | val_loss: 0.0312024 | Time: 2114.8 ms [2020-12-19 04:09:29 main:581] : INFO : Epoch 1000 | loss: 0.0311933 | val_loss: 0.0312003 | Time: 2333.78 ms [2020-12-19 04:09:31 main:581] : INFO : Epoch 1001 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 2072.1 ms [2020-12-19 04:09:33 main:581] : INFO : Epoch 1002 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 1969.27 ms [2020-12-19 04:09:35 main:581] : INFO : Epoch 1003 | loss: 0.0311908 | val_loss: 0.0311959 | Time: 2085.86 ms [2020-12-19 04:09:37 main:581] : INFO : Epoch 1004 | loss: 0.0311904 | val_loss: 0.0311957 | Time: 2077.22 ms [2020-12-19 04:09:39 main:581] : INFO : Epoch 1005 | loss: 0.0311909 | val_loss: 0.0311953 | Time: 1949.14 ms [2020-12-19 04:09:41 main:581] : INFO : Epoch 1006 | loss: 0.0311904 | val_loss: 0.0311958 | Time: 1960.91 ms [2020-12-19 04:09:43 main:581] : INFO : Epoch 1007 | loss: 0.0311901 | val_loss: 0.0311954 | Time: 2031.15 ms [2020-12-19 04:09:45 main:581] : INFO : Epoch 1008 | loss: 0.0311902 | val_loss: 0.0311959 | Time: 2104.14 ms [2020-12-19 04:09:47 main:581] : INFO : Epoch 1009 | loss: 0.0311917 | val_loss: 0.0311972 | Time: 2146.98 ms [2020-12-19 04:09:49 main:581] : INFO : Epoch 1010 | loss: 0.0311923 | val_loss: 0.0311966 | Time: 1828.08 ms [2020-12-19 04:09:51 main:581] : INFO : Epoch 1011 | loss: 0.0311914 | val_loss: 0.0311971 | Time: 1585.39 ms [2020-12-19 04:09:52 main:581] : INFO : Epoch 1012 | loss: 0.0311913 | val_loss: 0.0311959 | Time: 1590.09 ms [2020-12-19 04:09:54 main:581] : INFO : Epoch 1013 | loss: 0.0311901 | val_loss: 0.0311957 | Time: 1574.01 ms [2020-12-19 04:09:55 main:581] : INFO : Epoch 1014 | loss: 0.0311897 | val_loss: 0.0311955 | Time: 1543.22 ms [2020-12-19 04:09:57 main:581] : INFO : Epoch 1015 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 1977.48 ms [2020-12-19 04:09:59 main:581] : INFO : Epoch 1016 | loss: 0.0311923 | val_loss: 0.031199 | Time: 2044.92 ms [2020-12-19 04:10:01 main:581] : INFO : Epoch 1017 | loss: 0.0311919 | val_loss: 0.0311962 | Time: 2001.27 ms [2020-12-19 04:10:03 main:581] : INFO : Epoch 1018 | loss: 0.0311926 | val_loss: 0.0312008 | Time: 2109.93 ms [2020-12-19 04:10:05 main:581] : INFO : Epoch 1019 | loss: 0.031191 | val_loss: 0.0311963 | Time: 2081.15 ms [2020-12-19 04:10:08 main:581] : INFO : Epoch 1020 | loss: 0.031191 | val_loss: 0.0311974 | Time: 2129.92 ms [2020-12-19 04:10:09 main:581] : INFO : Epoch 1021 | loss: 0.0311916 | val_loss: 0.031197 | Time: 1536 ms [2020-12-19 04:10:11 main:581] : INFO : Epoch 1022 | loss: 0.0311902 | val_loss: 0.0311961 | Time: 1880.76 ms [2020-12-19 04:10:13 main:581] : INFO : Epoch 1023 | loss: 0.0311894 | val_loss: 0.0311961 | Time: 2055.16 ms [2020-12-19 04:10:15 main:581] : INFO : Epoch 1024 | loss: 0.0311893 | val_loss: 0.0311953 | Time: 2055.51 ms [2020-12-19 04:10:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311953 [2020-12-19 04:10:15 main:610] : INFO : Saving end state to config to file [2020-12-19 04:10:15 main:615] : INFO : Success, exiting.. 04:10:15 (110731): 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)