Task 3358405
| Name | ParityMachine-1605454715-10441-6_0 |
| Workunit | 1620341 |
| Created | 19 Dec 2020, 5:12:09 UTC |
| Sent | 21 Dec 2020, 11:41:22 UTC |
| Report deadline | 28 Dec 2020, 11:41:22 UTC |
| Received | 22 Dec 2020, 1:04:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 6 sec |
| CPU time | 34 min 1 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.34 GB |
| Peak swap size | 10.47 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: 0.0309916 | val_loss: 0.0311746 | Time: 1989.42 ms [2020-12-21 19:47:31 main:581] : INFO : Epoch 511 | loss: 0.0309898 | val_loss: 0.0311806 | Time: 1992.95 ms [2020-12-21 19:47:33 main:581] : INFO : Epoch 512 | loss: 0.0309876 | val_loss: 0.0311662 | Time: 1985.77 ms [2020-12-21 19:47:35 main:581] : INFO : Epoch 513 | loss: 0.0309909 | val_loss: 0.0311851 | Time: 1935.21 ms [2020-12-21 19:47:37 main:581] : INFO : Epoch 514 | loss: 0.0309823 | val_loss: 0.0311645 | Time: 1925.05 ms [2020-12-21 19:47:39 main:581] : INFO : Epoch 515 | loss: 0.0309783 | val_loss: 0.0312093 | Time: 1928.79 ms [2020-12-21 19:47:41 main:581] : INFO : Epoch 516 | loss: 0.0309849 | val_loss: 0.0311835 | Time: 1931.72 ms [2020-12-21 19:47:43 main:581] : INFO : Epoch 517 | loss: 0.0309837 | val_loss: 0.031182 | Time: 1976.72 ms [2020-12-21 19:47:45 main:581] : INFO : Epoch 518 | loss: 0.0309764 | val_loss: 0.0311707 | Time: 1977.05 ms [2020-12-21 19:47:47 main:581] : INFO : Epoch 519 | loss: 0.0309878 | val_loss: 0.0311797 | Time: 1989.93 ms [2020-12-21 19:47:49 main:581] : INFO : Epoch 520 | loss: 0.0309856 | val_loss: 0.0311648 | Time: 2003.89 ms [2020-12-21 19:47:51 main:581] : INFO : Epoch 521 | loss: 0.0309737 | val_loss: 0.0311951 | Time: 2002.69 ms [2020-12-21 19:47:53 main:581] : INFO : Epoch 522 | loss: 0.0309673 | val_loss: 0.0311822 | Time: 1996.23 ms [2020-12-21 19:47:55 main:581] : INFO : Epoch 523 | loss: 0.0309736 | val_loss: 0.0311851 | Time: 2001.94 ms [2020-12-21 19:47:57 main:581] : INFO : Epoch 524 | loss: 0.03097 | val_loss: 0.0311986 | Time: 2001.39 ms [2020-12-21 19:47:59 main:581] : INFO : Epoch 525 | loss: 0.030975 | val_loss: 0.0311879 | Time: 1997.01 ms [2020-12-21 19:48:01 main:581] : INFO : Epoch 526 | loss: 0.0309766 | val_loss: 0.0311797 | Time: 1935.34 ms [2020-12-21 19:48:03 main:581] : INFO : Epoch 527 | loss: 0.0309644 | val_loss: 0.0311826 | Time: 1934.17 ms [2020-12-21 19:48:05 main:581] : INFO : Epoch 528 | loss: 0.030973 | val_loss: 0.0311794 | Time: 1937.52 ms [2020-12-21 19:48:07 main:581] : INFO : Epoch 529 | loss: 0.0309744 | val_loss: 0.0311947 | Time: 1933.5 ms [2020-12-21 19:48:09 main:581] : INFO : Epoch 530 | loss: 0.0309672 | val_loss: 0.031196 | Time: 1926.64 ms [2020-12-21 19:48:11 main:581] : INFO : Epoch 531 | loss: 0.0309684 | val_loss: 0.031174 | Time: 1972.86 ms [2020-12-21 19:48:13 main:581] : INFO : Epoch 532 | loss: 0.030991 | val_loss: 0.0311829 | Time: 2003.08 ms [2020-12-21 19:48:15 main:581] : INFO : Epoch 533 | loss: 0.0310369 | val_loss: 0.0311543 | Time: 1992.31 ms [2020-12-21 19:48:17 main:581] : INFO : Epoch 534 | loss: 0.0310137 | val_loss: 0.0311551 | Time: 1993.37 ms [2020-12-21 19:48:19 main:581] : INFO : Epoch 535 | loss: 0.0310004 | val_loss: 0.0311768 | Time: 1994.64 ms [2020-12-21 19:48:21 main:581] : INFO : Epoch 536 | loss: 0.0309866 | val_loss: 0.0311672 | Time: 2003.16 ms [2020-12-21 19:48:23 main:581] : INFO : Epoch 537 | loss: 0.030975 | val_loss: 0.0311939 | Time: 2003.81 ms [2020-12-21 19:48:25 main:581] : INFO : Epoch 538 | loss: 0.0309689 | val_loss: 0.0311903 | Time: 2007.16 ms [2020-12-21 19:48:27 main:581] : INFO : Epoch 539 | loss: 0.0309774 | val_loss: 0.0311763 | Time: 2004.24 ms [2020-12-21 19:48:29 main:581] : INFO : Epoch 540 | loss: 0.0309621 | val_loss: 0.0311922 | Time: 2005.78 ms [2020-12-21 19:48:31 main:581] : INFO : Epoch 541 | loss: 0.0309563 | val_loss: 0.0311728 | Time: 1993.28 ms [2020-12-21 19:48:33 main:581] : INFO : Epoch 542 | loss: 0.030963 | val_loss: 0.0311675 | Time: 2004.37 ms [2020-12-21 19:48:35 main:581] : INFO : Epoch 543 | loss: 0.0309643 | val_loss: 0.0312049 | Time: 2000.7 ms [2020-12-21 19:48:37 main:581] : INFO : Epoch 544 | loss: 0.0309563 | val_loss: 0.0312019 | Time: 1997.65 ms [2020-12-21 19:48:39 main:581] : INFO : Epoch 545 | loss: 0.0309502 | val_loss: 0.0311651 | Time: 2016.26 ms [2020-12-21 19:48:41 main:581] : INFO : Epoch 546 | loss: 0.0309502 | val_loss: 0.0311763 | Time: 2006.47 ms [2020-12-21 19:48:43 main:581] : INFO : Epoch 547 | loss: 0.0309752 | val_loss: 0.0311765 | Time: 1993.43 ms [2020-12-21 19:48:45 main:581] : INFO : Epoch 548 | loss: 0.0309899 | val_loss: 0.0311635 | Time: 1999.47 ms [2020-12-21 19:48:47 main:581] : INFO : Epoch 549 | loss: 0.0309823 | val_loss: 0.0311885 | Time: 1989.57 ms [2020-12-21 19:48:49 main:581] : INFO : Epoch 550 | loss: 0.0309773 | val_loss: 0.0311904 | Time: 2001.84 ms [2020-12-21 19:48:51 main:581] : INFO : Epoch 551 | loss: 0.0309753 | val_loss: 0.0311909 | Time: 1990.07 ms [2020-12-21 19:48:53 main:581] : INFO : Epoch 552 | loss: 0.0309655 | val_loss: 0.0312035 | Time: 1989.56 ms [2020-12-21 19:48:55 main:581] : INFO : Epoch 553 | loss: 0.0309632 | val_loss: 0.031195 | Time: 2001.15 ms [2020-12-21 19:48:57 main:581] : INFO : Epoch 554 | loss: 0.0309574 | val_loss: 0.0312101 | Time: 2005.7 ms [2020-12-21 19:48:59 main:581] : INFO : Epoch 555 | loss: 0.0309596 | val_loss: 0.0311896 | Time: 2009.68 ms [2020-12-21 19:49:01 main:581] : INFO : Epoch 556 | loss: 0.0309632 | val_loss: 0.0312091 | Time: 2006.86 ms [2020-12-21 19:49:03 main:581] : INFO : Epoch 557 | loss: 0.0309507 | val_loss: 0.0312281 | Time: 2014.98 ms [2020-12-21 19:49:05 main:581] : INFO : Epoch 558 | loss: 0.0309685 | val_loss: 0.0312042 | Time: 1993.36 ms [2020-12-21 19:49:07 main:581] : INFO : Epoch 559 | loss: 0.0309854 | val_loss: 0.0311867 | Time: 2010.72 ms [2020-12-21 19:49:09 main:581] : INFO : Epoch 560 | loss: 0.0309793 | val_loss: 0.0311898 | Time: 2009.41 ms [2020-12-21 19:49:11 main:581] : INFO : Epoch 561 | loss: 0.0309649 | val_loss: 0.0311935 | Time: 2000.45 ms [2020-12-21 19:49:13 main:581] : INFO : Epoch 562 | loss: 0.0309617 | val_loss: 0.0311933 | Time: 2018.22 ms [2020-12-21 19:49:15 main:581] : INFO : Epoch 563 | loss: 0.0309573 | val_loss: 0.0311943 | Time: 2011.24 ms [2020-12-21 19:49:17 main:581] : INFO : Epoch 564 | loss: 0.030954 | val_loss: 0.0312047 | Time: 2013.02 ms [2020-12-21 19:49:19 main:581] : INFO : Epoch 565 | loss: 0.030955 | val_loss: 0.0312226 | Time: 2011.29 ms [2020-12-21 19:49:21 main:581] : INFO : Epoch 566 | loss: 0.0309554 | val_loss: 0.0312057 | Time: 2005.82 ms [2020-12-21 19:49:23 main:581] : INFO : Epoch 567 | loss: 0.0309633 | val_loss: 0.0311982 | Time: 2006.02 ms [2020-12-21 19:49:25 main:581] : INFO : Epoch 568 | loss: 0.0309804 | val_loss: 0.0311604 | Time: 2001.25 ms [2020-12-21 19:49:27 main:581] : INFO : Epoch 569 | loss: 0.0310127 | val_loss: 0.031186 | Time: 2009.11 ms [2020-12-21 19:49:29 main:581] : INFO : Epoch 570 | loss: 0.031013 | val_loss: 0.0311592 | Time: 2013.29 ms [2020-12-21 19:49:31 main:581] : INFO : Epoch 571 | loss: 0.0309911 | val_loss: 0.0311675 | Time: 2015.14 ms [2020-12-21 19:49:33 main:581] : INFO : Epoch 572 | loss: 0.0309785 | val_loss: 0.0311854 | Time: 2015.47 ms [2020-12-21 19:49:35 main:581] : INFO : Epoch 573 | loss: 0.0309787 | val_loss: 0.0311645 | Time: 2010.21 ms [2020-12-21 19:49:37 main:581] : INFO : Epoch 574 | loss: 0.0309744 | val_loss: 0.031216 | Time: 2011.01 ms [2020-12-21 19:49:39 main:581] : INFO : Epoch 575 | loss: 0.0309634 | val_loss: 0.0311992 | Time: 2007.45 ms [2020-12-21 19:49:41 main:581] : INFO : Epoch 576 | loss: 0.0309631 | val_loss: 0.0311854 | Time: 2001.47 ms [2020-12-21 19:49:43 main:581] : INFO : Epoch 577 | loss: 0.0309586 | val_loss: 0.0311752 | Time: 2012.86 ms [2020-12-21 19:49:45 main:581] : INFO : Epoch 578 | loss: 0.0309647 | val_loss: 0.0311889 | Time: 2013.71 ms [2020-12-21 19:49:47 main:581] : INFO : Epoch 579 | loss: 0.0310025 | val_loss: 0.0311759 | Time: 2016.96 ms [2020-12-21 19:49:49 main:581] : INFO : Epoch 580 | loss: 0.0309867 | val_loss: 0.0311912 | Time: 2016.01 ms [2020-12-21 19:49:51 main:581] : INFO : Epoch 581 | loss: 0.0309737 | val_loss: 0.0311651 | Time: 2011.73 ms [2020-12-21 19:49:53 main:581] : INFO : Epoch 582 | loss: 0.0309594 | val_loss: 0.031208 | Time: 2013.58 ms [2020-12-21 19:49:55 main:581] : INFO : Epoch 583 | loss: 0.0309589 | val_loss: 0.0311919 | Time: 2006.05 ms [2020-12-21 19:49:57 main:581] : INFO : Epoch 584 | loss: 0.0309553 | val_loss: 0.0311889 | Time: 2007.5 ms [2020-12-21 19:49:59 main:581] : INFO : Epoch 585 | loss: 0.0309452 | val_loss: 0.0312316 | Time: 2014.55 ms [2020-12-21 19:50:01 main:581] : INFO : Epoch 586 | loss: 0.030946 | val_loss: 0.0311967 | Time: 2005.42 ms [2020-12-21 19:50:03 main:581] : INFO : Epoch 587 | loss: 0.0309464 | val_loss: 0.0312201 | Time: 2008.46 ms [2020-12-21 19:50:05 main:581] : INFO : Epoch 588 | loss: 0.0309431 | val_loss: 0.0312068 | Time: 2012.44 ms [2020-12-21 19:50:07 main:581] : INFO : Epoch 589 | loss: 0.0309454 | val_loss: 0.0312133 | Time: 2000.05 ms [2020-12-21 19:50:09 main:581] : INFO : Epoch 590 | loss: 0.0309442 | val_loss: 0.0312086 | Time: 2015.01 ms [2020-12-21 19:50:11 main:581] : INFO : Epoch 591 | loss: 0.0309371 | val_loss: 0.0311713 | Time: 2007.23 ms [2020-12-21 19:50:13 main:581] : INFO : Epoch 592 | loss: 0.0309468 | val_loss: 0.031214 | Time: 2002.11 ms [2020-12-21 19:50:15 main:581] : INFO : Epoch 593 | loss: 0.0309457 | val_loss: 0.0312066 | Time: 1999.74 ms [2020-12-21 19:50:17 main:581] : INFO : Epoch 594 | loss: 0.0309438 | val_loss: 0.0311972 | Time: 1997.15 ms [2020-12-21 19:50:19 main:581] : INFO : Epoch 595 | loss: 0.0309545 | val_loss: 0.0312258 | Time: 2003.39 ms [2020-12-21 19:50:21 main:581] : INFO : Epoch 596 | loss: 0.0309475 | val_loss: 0.0312189 | Time: 2002.65 ms [2020-12-21 19:50:23 main:581] : INFO : Epoch 597 | loss: 0.0309384 | val_loss: 0.0312083 | Time: 2004.84 ms [2020-12-21 19:50:25 main:581] : INFO : Epoch 598 | loss: 0.030935 | val_loss: 0.0311788 | Time: 2013.75 ms [2020-12-21 19:50:27 main:581] : INFO : Epoch 599 | loss: 0.0309277 | val_loss: 0.0312236 | Time: 2013.91 ms [2020-12-21 19:50:29 main:581] : INFO : Epoch 600 | loss: 0.0309319 | val_loss: 0.0311954 | Time: 2013.16 ms [2020-12-21 19:50:31 main:581] : INFO : Epoch 601 | loss: 0.0309451 | val_loss: 0.0311887 | Time: 2013.06 ms [2020-12-21 19:50:33 main:581] : INFO : Epoch 602 | loss: 0.0309552 | val_loss: 0.0312417 | Time: 2009.83 ms [2020-12-21 19:50:35 main:581] : INFO : Epoch 603 | loss: 0.0309578 | val_loss: 0.0311955 | Time: 2008.8 ms [2020-12-21 19:50:37 main:581] : INFO : Epoch 604 | loss: 0.0309728 | val_loss: 0.0311804 | Time: 2013.67 ms [2020-12-21 19:50:39 main:581] : INFO : Epoch 605 | loss: 0.0309627 | val_loss: 0.0311891 | Time: 2010.25 ms [2020-12-21 19:50:41 main:581] : INFO : Epoch 606 | loss: 0.0309488 | val_loss: 0.0312364 | Time: 2009.37 ms [2020-12-21 19:50:43 main:581] : INFO : Epoch 607 | loss: 0.0309451 | val_loss: 0.0312047 | Time: 2013.16 ms [2020-12-21 19:50:45 main:581] : INFO : Epoch 608 | loss: 0.0309469 | val_loss: 0.0311802 | Time: 2001.6 ms [2020-12-21 19:50:47 main:581] : INFO : Epoch 609 | loss: 0.0309543 | val_loss: 0.0312344 | Time: 2001.29 ms [2020-12-21 19:50:49 main:581] : INFO : Epoch 610 | loss: 0.0309522 | val_loss: 0.0312135 | Time: 2010.34 ms [2020-12-21 19:50:51 main:581] : INFO : Epoch 611 | loss: 0.0309729 | val_loss: 0.0311695 | Time: 2001.67 ms [2020-12-21 19:50:53 main:581] : INFO : Epoch 612 | loss: 0.0309863 | val_loss: 0.0312054 | Time: 2002.49 ms [2020-12-21 19:50:55 main:581] : INFO : Epoch 613 | loss: 0.0309585 | val_loss: 0.0312218 | Time: 2009.4 ms [2020-12-21 19:50:57 main:581] : INFO : Epoch 614 | loss: 0.0309483 | val_loss: 0.0312074 | Time: 2014.82 ms [2020-12-21 19:50:59 main:581] : INFO : Epoch 615 | loss: 0.0309465 | val_loss: 0.0312225 | Time: 2011.59 ms [2020-12-21 19:51:01 main:581] : INFO : Epoch 616 | loss: 0.0309565 | val_loss: 0.0311988 | Time: 2011.76 ms [2020-12-21 19:51:03 main:581] : INFO : Epoch 617 | loss: 0.0309605 | val_loss: 0.0312214 | Time: 2011.33 ms [2020-12-21 19:51:05 main:581] : INFO : Epoch 618 | loss: 0.0309571 | val_loss: 0.0312098 | Time: 1951.41 ms [2020-12-21 19:51:07 main:581] : INFO : Epoch 619 | loss: 0.0309492 | val_loss: 0.0311783 | Time: 1934.89 ms [2020-12-21 19:51:09 main:581] : INFO : Epoch 620 | loss: 0.0309457 | val_loss: 0.0311929 | Time: 1946.98 ms [2020-12-21 19:51:11 main:581] : INFO : Epoch 621 | loss: 0.030951 | val_loss: 0.0312173 | Time: 2003.34 ms [2020-12-21 19:51:13 main:581] : INFO : Epoch 622 | loss: 0.0309447 | val_loss: 0.0312355 | Time: 1992.79 ms [2020-12-21 19:51:15 main:581] : INFO : Epoch 623 | loss: 0.030954 | val_loss: 0.0312149 | Time: 1919.07 ms [2020-12-21 19:51:17 main:581] : INFO : Epoch 624 | loss: 0.0312056 | val_loss: 0.0312522 | Time: 1971.21 ms [2020-12-21 19:51:19 main:581] : INFO : Epoch 625 | loss: 0.0312518 | val_loss: 0.031252 | Time: 1949.7 ms [2020-12-21 19:51:21 main:581] : INFO : Epoch 626 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 1934.61 ms [2020-12-21 19:51:23 main:581] : INFO : Epoch 627 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1925.16 ms [2020-12-21 19:51:25 main:581] : INFO : Epoch 628 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1938.41 ms [2020-12-21 19:51:27 main:581] : INFO : Epoch 629 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 1953.14 ms [2020-12-21 19:51:28 main:581] : INFO : Epoch 630 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 1896.87 ms [2020-12-21 19:51:30 main:581] : INFO : Epoch 631 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1944.82 ms [2020-12-21 19:51:32 main:581] : INFO : Epoch 632 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 1992.45 ms [2020-12-21 19:51:34 main:581] : INFO : Epoch 633 | loss: 0.03125 | val_loss: 0.0312525 | Time: 1962.41 ms [2020-12-21 19:51:36 main:581] : INFO : Epoch 634 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1920.32 ms [2020-12-21 19:51:38 main:581] : INFO : Epoch 635 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1881.71 ms [2020-12-21 19:51:40 main:581] : INFO : Epoch 636 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 1973.19 ms [2020-12-21 19:51:42 main:581] : INFO : Epoch 637 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1955.46 ms [2020-12-21 19:51:44 main:581] : INFO : Epoch 638 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1979.53 ms [2020-12-21 19:51:46 main:581] : INFO : Epoch 639 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1988.46 ms [2020-12-21 19:51:48 main:581] : INFO : Epoch 640 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 1987.33 ms [2020-12-21 19:51:50 main:581] : INFO : Epoch 641 | loss: 0.0312493 | val_loss: 0.0312495 | Time: 1987.17 ms [2020-12-21 19:51:52 main:581] : INFO : Epoch 642 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 1954.85 ms [2020-12-21 19:51:54 main:581] : INFO : Epoch 643 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1914.54 ms [2020-12-21 19:51:56 main:581] : INFO : Epoch 644 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 1981.14 ms [2020-12-21 19:51:58 main:581] : INFO : Epoch 645 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1989.79 ms [2020-12-21 19:52:00 main:581] : INFO : Epoch 646 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1948.44 ms [2020-12-21 19:52:02 main:581] : INFO : Epoch 647 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1903.89 ms [2020-12-21 19:52:04 main:581] : INFO : Epoch 648 | loss: 0.031249 | val_loss: 0.03125 | Time: 1890.58 ms [2020-12-21 19:52:06 main:581] : INFO : Epoch 649 | loss: 0.031249 | val_loss: 0.0312497 | Time: 2004.76 ms [2020-12-21 19:52:08 main:581] : INFO : Epoch 650 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1997.36 ms [2020-12-21 19:52:10 main:581] : INFO : Epoch 651 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 1992.46 ms [2020-12-21 19:52:12 main:581] : INFO : Epoch 652 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 2003.37 ms [2020-12-21 19:52:14 main:581] : INFO : Epoch 653 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1997.74 ms [2020-12-21 19:52:16 main:581] : INFO : Epoch 654 | loss: 0.0312491 | val_loss: 0.0312527 | Time: 2000.19 ms [2020-12-21 19:52:18 main:581] : INFO : Epoch 655 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 1997.22 ms [2020-12-21 19:52:20 main:581] : INFO : Epoch 656 | loss: 0.0312494 | val_loss: 0.0312517 | Time: 2002.94 ms [2020-12-21 19:52:22 main:581] : INFO : Epoch 657 | loss: 0.0312491 | val_loss: 0.0312496 | Time: 1986.9 ms [2020-12-21 19:52:24 main:581] : INFO : Epoch 658 | loss: 0.031249 | val_loss: 0.0312496 | Time: 2007.21 ms [2020-12-21 19:52:26 main:581] : INFO : Epoch 659 | loss: 0.031249 | val_loss: 0.0312493 | Time: 1986.08 ms [2020-12-21 19:52:28 main:581] : INFO : Epoch 660 | loss: 0.0312499 | val_loss: 0.0312545 | Time: 1996.61 ms [2020-12-21 19:52:30 main:581] : INFO : Epoch 661 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1994.55 ms [2020-12-21 19:52:32 main:581] : INFO : Epoch 662 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 1948.96 ms [2020-12-21 19:52:33 main:581] : INFO : Epoch 663 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1910.19 ms [2020-12-21 19:52:35 main:581] : INFO : Epoch 664 | loss: 0.03125 | val_loss: 0.0312494 | Time: 1945.58 ms [2020-12-21 19:52:37 main:581] : INFO : Epoch 665 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1978.28 ms [2020-12-21 19:52:39 main:581] : INFO : Epoch 666 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1971.13 ms [2020-12-21 19:52:41 main:581] : INFO : Epoch 667 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1973.21 ms [2020-12-21 19:52:43 main:581] : INFO : Epoch 668 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 1976.31 ms [2020-12-21 19:52:45 main:581] : INFO : Epoch 669 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1978.06 ms [2020-12-21 19:52:47 main:581] : INFO : Epoch 670 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1974.15 ms [2020-12-21 19:52:49 main:581] : INFO : Epoch 671 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1982.1 ms [2020-12-21 19:52:51 main:581] : INFO : Epoch 672 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 1973.12 ms [2020-12-21 19:52:53 main:581] : INFO : Epoch 673 | loss: 0.0312489 | val_loss: 0.0312501 | Time: 1956.13 ms [2020-12-21 19:52:55 main:581] : INFO : Epoch 674 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 1931.67 ms [2020-12-21 19:52:57 main:581] : INFO : Epoch 675 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 1978.58 ms [2020-12-21 19:52:59 main:581] : INFO : Epoch 676 | loss: 0.0312488 | val_loss: 0.031249 | Time: 1985.53 ms [2020-12-21 19:53:01 main:581] : INFO : Epoch 677 | loss: 0.0312491 | val_loss: 0.0312498 | Time: 1949.92 ms [2020-12-21 19:53:03 main:581] : INFO : Epoch 678 | loss: 0.0312497 | val_loss: 0.0312488 | Time: 1919.8 ms [2020-12-21 19:53:05 main:581] : INFO : Epoch 679 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1918.82 ms [2020-12-21 19:53:07 main:581] : INFO : Epoch 680 | loss: 0.031249 | val_loss: 0.0312501 | Time: 1906.58 ms [2020-12-21 19:53:09 main:581] : INFO : Epoch 681 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 1930.27 ms [2020-12-21 19:53:11 main:581] : INFO : Epoch 682 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1976.16 ms [2020-12-21 19:53:13 main:581] : INFO : Epoch 683 | loss: 0.0312486 | val_loss: 0.0312501 | Time: 1989.42 ms [2020-12-21 19:53:15 main:581] : INFO : Epoch 684 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 1975.74 ms [2020-12-21 19:53:17 main:581] : INFO : Epoch 685 | loss: 0.0312486 | val_loss: 0.0312502 | Time: 1935.35 ms [2020-12-21 19:53:19 main:581] : INFO : Epoch 686 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 1922.47 ms [2020-12-21 19:53:20 main:581] : INFO : Epoch 687 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 1950.4 ms [2020-12-21 19:53:22 main:581] : INFO : Epoch 688 | loss: 0.0312487 | val_loss: 0.0312486 | Time: 1979.5 ms [2020-12-21 19:53:24 main:581] : INFO : Epoch 689 | loss: 0.0312485 | val_loss: 0.0312488 | Time: 1948 ms [2020-12-21 19:53:26 main:581] : INFO : Epoch 690 | loss: 0.0312491 | val_loss: 0.031249 | Time: 1961.73 ms [2020-12-21 19:53:28 main:581] : INFO : Epoch 691 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 1951.27 ms [2020-12-21 19:53:30 main:581] : INFO : Epoch 692 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 1985.65 ms [2020-12-21 19:53:32 main:581] : INFO : Epoch 693 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 1991.87 ms [2020-12-21 19:53:34 main:581] : INFO : Epoch 694 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 1981.65 ms [2020-12-21 19:53:36 main:581] : INFO : Epoch 695 | loss: 0.0312493 | val_loss: 0.0312552 | Time: 1983.54 ms [2020-12-21 19:53:38 main:581] : INFO : Epoch 696 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 1988.13 ms [2020-12-21 19:53:40 main:581] : INFO : Epoch 697 | loss: 0.0312492 | val_loss: 0.0312488 | Time: 1982.93 ms [2020-12-21 19:53:42 main:581] : INFO : Epoch 698 | loss: 0.031248 | val_loss: 0.0312491 | Time: 1989.83 ms [2020-12-21 19:53:44 main:581] : INFO : Epoch 699 | loss: 0.031248 | val_loss: 0.0312488 | Time: 1977.99 ms [2020-12-21 19:53:46 main:581] : INFO : Epoch 700 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 1979.26 ms [2020-12-21 19:53:48 main:581] : INFO : Epoch 701 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 1982.76 ms [2020-12-21 19:53:50 main:581] : INFO : Epoch 702 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1992.29 ms [2020-12-21 19:53:52 main:581] : INFO : Epoch 703 | loss: 0.0312479 | val_loss: 0.0312511 | Time: 1990.16 ms [2020-12-21 19:53:54 main:581] : INFO : Epoch 704 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 1984.82 ms [2020-12-21 19:53:56 main:581] : INFO : Epoch 705 | loss: 0.031248 | val_loss: 0.0312484 | Time: 1983.05 ms [2020-12-21 19:53:58 main:581] : INFO : Epoch 706 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 1989.9 ms [2020-12-21 19:54:00 main:581] : INFO : Epoch 707 | loss: 0.0312472 | val_loss: 0.0312483 | Time: 1990.39 ms [2020-12-21 19:54:02 main:581] : INFO : Epoch 708 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 1985.06 ms [2020-12-21 19:54:04 main:581] : INFO : Epoch 709 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 1983.37 ms [2020-12-21 19:54:06 main:581] : INFO : Epoch 710 | loss: 0.0312476 | val_loss: 0.0312491 | Time: 1983.3 ms [2020-12-21 19:54:08 main:581] : INFO : Epoch 711 | loss: 0.0312483 | val_loss: 0.0312484 | Time: 1998.6 ms [2020-12-21 19:54:10 main:581] : INFO : Epoch 712 | loss: 0.0312483 | val_loss: 0.031248 | Time: 1953.13 ms [2020-12-21 19:54:12 main:581] : INFO : Epoch 713 | loss: 0.031248 | val_loss: 0.0312481 | Time: 1983.32 ms [2020-12-21 19:54:14 main:581] : INFO : Epoch 714 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2002.11 ms [2020-12-21 19:54:16 main:581] : INFO : Epoch 715 | loss: 0.0312478 | val_loss: 0.031248 | Time: 1984.25 ms [2020-12-21 19:54:18 main:581] : INFO : Epoch 716 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 1985.57 ms [2020-12-21 19:54:20 main:581] : INFO : Epoch 717 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1984.89 ms [2020-12-21 19:54:22 main:581] : INFO : Epoch 718 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 1980.23 ms [2020-12-21 19:54:24 main:581] : INFO : Epoch 719 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 1983.97 ms [2020-12-21 19:54:26 main:581] : INFO : Epoch 720 | loss: 0.0312473 | val_loss: 0.0312492 | Time: 1995.17 ms [2020-12-21 19:54:28 main:581] : INFO : Epoch 721 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 1985.87 ms [2020-12-21 19:54:30 main:581] : INFO : Epoch 722 | loss: 0.0312484 | val_loss: 0.0312505 | Time: 1995.26 ms [2020-12-21 19:54:32 main:581] : INFO : Epoch 723 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 1991.1 ms [2020-12-21 19:54:34 main:581] : INFO : Epoch 724 | loss: 0.0312797 | val_loss: 0.0312825 | Time: 1991.39 ms [2020-12-21 19:54:36 main:581] : INFO : Epoch 725 | loss: 0.0313677 | val_loss: 0.0318813 | Time: 1985.35 ms [2020-12-21 19:54:38 main:581] : INFO : Epoch 726 | loss: 0.0324424 | val_loss: 0.0317879 | Time: 1979.75 ms [2020-12-21 19:54:40 main:581] : INFO : Epoch 727 | loss: 0.0317327 | val_loss: 0.0313639 | Time: 1981.86 ms [2020-12-21 19:54:42 main:581] : INFO : Epoch 728 | loss: 0.0313081 | val_loss: 0.0312782 | Time: 1993.74 ms [2020-12-21 19:54:44 main:581] : INFO : Epoch 729 | loss: 0.0312618 | val_loss: 0.0312535 | Time: 1992.44 ms [2020-12-21 19:54:46 main:581] : INFO : Epoch 730 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 1982.01 ms [2020-12-21 19:54:48 main:581] : INFO : Epoch 731 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1997.46 ms [2020-12-21 19:54:50 main:581] : INFO : Epoch 732 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1987.29 ms [2020-12-21 19:54:52 main:581] : INFO : Epoch 733 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 1994.9 ms [2020-12-21 19:54:54 main:581] : INFO : Epoch 734 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 1994.57 ms [2020-12-21 19:54:56 main:581] : INFO : Epoch 735 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1988.58 ms [2020-12-21 19:54:58 main:581] : INFO : Epoch 736 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 1999.86 ms [2020-12-21 19:55:00 main:581] : INFO : Epoch 737 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1984.11 ms [2020-12-21 19:55:02 main:581] : INFO : Epoch 738 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1994.1 ms [2020-12-21 19:55:04 main:581] : INFO : Epoch 739 | loss: 0.031249 | val_loss: 0.0312483 | Time: 1987.31 ms [2020-12-21 19:55:06 main:581] : INFO : Epoch 740 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 1992.14 ms [2020-12-21 19:55:08 main:581] : INFO : Epoch 741 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 1989.76 ms [2020-12-21 19:55:10 main:581] : INFO : Epoch 742 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 1993.64 ms [2020-12-21 19:55:12 main:581] : INFO : Epoch 743 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 1985.41 ms [2020-12-21 19:55:14 main:581] : INFO : Epoch 744 | loss: 0.0312484 | val_loss: 0.0312513 | Time: 1992.25 ms [2020-12-21 19:55:16 main:581] : INFO : Epoch 745 | loss: 0.0312494 | val_loss: 0.0312521 | Time: 1982.11 ms [2020-12-21 19:55:18 main:581] : INFO : Epoch 746 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 1992.98 ms [2020-12-21 19:55:20 main:581] : INFO : Epoch 747 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 1988.06 ms [2020-12-21 19:55:22 main:581] : INFO : Epoch 748 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1982.18 ms [2020-12-21 19:55:24 main:581] : INFO : Epoch 749 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 1989.19 ms [2020-12-21 19:55:26 main:581] : INFO : Epoch 750 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 1987.09 ms [2020-12-21 19:55:28 main:581] : INFO : Epoch 751 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 1995.41 ms [2020-12-21 19:55:30 main:581] : INFO : Epoch 752 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 1985.93 ms [2020-12-21 19:55:32 main:581] : INFO : Epoch 753 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 1993.97 ms [2020-12-21 19:55:34 main:581] : INFO : Epoch 754 | loss: 0.031249 | val_loss: 0.0312487 | Time: 1991.94 ms [2020-12-21 19:55:36 main:581] : INFO : Epoch 755 | loss: 0.0312495 | val_loss: 0.0312527 | Time: 1985.92 ms [2020-12-21 19:55:38 main:581] : INFO : Epoch 756 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 1979.05 ms [2020-12-21 19:55:40 main:581] : INFO : Epoch 757 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 2000.43 ms [2020-12-21 19:55:41 main:581] : INFO : Epoch 758 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 1995.39 ms [2020-12-21 19:55:43 main:581] : INFO : Epoch 759 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 1990.05 ms [2020-12-21 19:55:45 main:581] : INFO : Epoch 760 | loss: 0.0312476 | val_loss: 0.0312515 | Time: 1994.86 ms [2020-12-21 19:55:47 main:581] : INFO : Epoch 761 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 1994.52 ms [2020-12-21 19:55:49 main:581] : INFO : Epoch 762 | loss: 0.0312492 | val_loss: 0.0312478 | Time: 1989.97 ms [2020-12-21 19:55:51 main:581] : INFO : Epoch 763 | loss: 0.0312483 | val_loss: 0.0312522 | Time: 1986.17 ms [2020-12-21 19:55:53 main:581] : INFO : Epoch 764 | loss: 0.0312485 | val_loss: 0.0312514 | Time: 1993.16 ms [2020-12-21 19:55:55 main:581] : INFO : Epoch 765 | loss: 0.0312484 | val_loss: 0.0312498 | Time: 1988.09 ms [2020-12-21 19:55:57 main:581] : INFO : Epoch 766 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 1988.69 ms [2020-12-21 19:55:59 main:581] : INFO : Epoch 767 | loss: 0.0312475 | val_loss: 0.0312484 | Time: 1995.09 ms [2020-12-21 19:56:01 main:581] : INFO : Epoch 768 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 1981.57 ms [2020-12-21 19:56:03 main:581] : INFO : Epoch 769 | loss: 0.0312481 | val_loss: 0.031249 | Time: 1987.86 ms [2020-12-21 19:56:05 main:581] : INFO : Epoch 770 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 1988.91 ms [2020-12-21 19:56:07 main:581] : INFO : Epoch 771 | loss: 0.031249 | val_loss: 0.0312502 | Time: 1990.32 ms [2020-12-21 19:56:09 main:581] : INFO : Epoch 772 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 2003.57 ms [2020-12-21 19:56:11 main:581] : INFO : Epoch 773 | loss: 0.0312472 | val_loss: 0.0312481 | Time: 1984.85 ms [2020-12-21 19:56:13 main:581] : INFO : Epoch 774 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 1996.08 ms [2020-12-21 19:56:15 main:581] : INFO : Epoch 775 | loss: 0.0312472 | val_loss: 0.0312479 | Time: 1992.4 ms [2020-12-21 19:56:17 main:581] : INFO : Epoch 776 | loss: 0.0312475 | val_loss: 0.0312487 | Time: 1983.81 ms [2020-12-21 19:56:19 main:581] : INFO : Epoch 777 | loss: 0.0312468 | val_loss: 0.0312484 | Time: 1994.97 ms [2020-12-21 19:56:21 main:581] : INFO : Epoch 778 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 1992.3 ms [2020-12-21 19:56:23 main:581] : INFO : Epoch 779 | loss: 0.0312474 | val_loss: 0.0312523 | Time: 1987.72 ms [2020-12-21 19:56:25 main:581] : INFO : Epoch 780 | loss: 0.0312491 | val_loss: 0.0312505 | Time: 1986.25 ms [2020-12-21 19:56:27 main:581] : INFO : Epoch 781 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 1992.62 ms [2020-12-21 19:56:29 main:581] : INFO : Epoch 782 | loss: 0.0312474 | val_loss: 0.0312518 | Time: 1992.17 ms [2020-12-21 19:56:31 main:581] : INFO : Epoch 783 | loss: 0.0312482 | val_loss: 0.031248 | Time: 1993.52 ms [2020-12-21 19:56:33 main:581] : INFO : Epoch 784 | loss: 0.031247 | val_loss: 0.0312481 | Time: 1993.27 ms [2020-12-21 19:56:35 main:581] : INFO : Epoch 785 | loss: 0.0312467 | val_loss: 0.0312479 | Time: 1998.55 ms [2020-12-21 19:56:37 main:581] : INFO : Epoch 786 | loss: 0.0312466 | val_loss: 0.0312481 | Time: 1996.7 ms [2020-12-21 19:56:39 main:581] : INFO : Epoch 787 | loss: 0.0312464 | val_loss: 0.031249 | Time: 1981.57 ms [2020-12-21 19:56:41 main:581] : INFO : Epoch 788 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 1980.67 ms [2020-12-21 19:56:43 main:581] : INFO : Epoch 789 | loss: 0.031247 | val_loss: 0.0312484 | Time: 1989.82 ms [2020-12-21 19:56:45 main:581] : INFO : Epoch 790 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 1988.44 ms [2020-12-21 19:56:47 main:581] : INFO : Epoch 791 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 1996.69 ms [2020-12-21 19:56:49 main:581] : INFO : Epoch 792 | loss: 0.0312466 | val_loss: 0.0312485 | Time: 1984.41 ms [2020-12-21 19:56:51 main:581] : INFO : Epoch 793 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 1989.49 ms [2020-12-21 19:56:53 main:581] : INFO : Epoch 794 | loss: 0.0312464 | val_loss: 0.0312491 | Time: 1992.28 ms [2020-12-21 19:56:55 main:581] : INFO : Epoch 795 | loss: 0.031248 | val_loss: 0.0312506 | Time: 2008.81 ms [2020-12-21 19:56:57 main:581] : INFO : Epoch 796 | loss: 0.031248 | val_loss: 0.0312489 | Time: 1977.2 ms [2020-12-21 19:56:59 main:581] : INFO : Epoch 797 | loss: 0.0312471 | val_loss: 0.0312496 | Time: 1992.1 ms [2020-12-21 19:57:01 main:581] : INFO : Epoch 798 | loss: 0.0312464 | val_loss: 0.0312484 | Time: 1995.07 ms [2020-12-21 19:57:03 main:581] : INFO : Epoch 799 | loss: 0.0312461 | val_loss: 0.0312487 | Time: 1994.04 ms [2020-12-21 19:57:05 main:581] : INFO : Epoch 800 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 1991.63 ms [2020-12-21 19:57:07 main:581] : INFO : Epoch 801 | loss: 0.031247 | val_loss: 0.0312515 | Time: 1986.94 ms [2020-12-21 19:57:09 main:581] : INFO : Epoch 802 | loss: 0.0312488 | val_loss: 0.0312483 | Time: 1991.72 ms [2020-12-21 19:57:11 main:581] : INFO : Epoch 803 | loss: 0.0312465 | val_loss: 0.0312482 | Time: 1987.96 ms [2020-12-21 19:57:13 main:581] : INFO : Epoch 804 | loss: 0.0312461 | val_loss: 0.0312477 | Time: 1990.74 ms [2020-12-21 19:57:15 main:581] : INFO : Epoch 805 | loss: 0.0312465 | val_loss: 0.0312491 | Time: 1985.2 ms [2020-12-21 19:57:17 main:581] : INFO : Epoch 806 | loss: 0.031247 | val_loss: 0.031248 | Time: 1989.01 ms [2020-12-21 19:57:19 main:581] : INFO : Epoch 807 | loss: 0.0312458 | val_loss: 0.0312476 | Time: 1986.72 ms [2020-12-21 19:57:21 main:581] : INFO : Epoch 808 | loss: 0.031246 | val_loss: 0.0312499 | Time: 1991.33 ms [2020-12-21 19:57:23 main:581] : INFO : Epoch 809 | loss: 0.031247 | val_loss: 0.0312483 | Time: 1998.17 ms [2020-12-21 19:57:25 main:581] : INFO : Epoch 810 | loss: 0.031246 | val_loss: 0.0312474 | Time: 1989.4 ms [2020-12-21 19:57:27 main:581] : INFO : Epoch 811 | loss: 0.0312465 | val_loss: 0.0312495 | Time: 2000.83 ms [2020-12-21 19:57:29 main:581] : INFO : Epoch 812 | loss: 0.031246 | val_loss: 0.0312477 | Time: 1992.12 ms [2020-12-21 19:57:31 main:581] : INFO : Epoch 813 | loss: 0.0312467 | val_loss: 0.0312478 | Time: 1985.77 ms [2020-12-21 19:57:33 main:581] : INFO : Epoch 814 | loss: 0.0312463 | val_loss: 0.0312472 | Time: 1994.49 ms [2020-12-21 19:57:35 main:581] : INFO : Epoch 815 | loss: 0.0312459 | val_loss: 0.0312475 | Time: 1988.81 ms [2020-12-21 19:57:37 main:581] : INFO : Epoch 816 | loss: 0.0312455 | val_loss: 0.0312479 | Time: 1990.49 ms [2020-12-21 19:57:39 main:581] : INFO : Epoch 817 | loss: 0.0312458 | val_loss: 0.0312474 | Time: 1992.88 ms [2020-12-21 19:57:41 main:581] : INFO : Epoch 818 | loss: 0.0312463 | val_loss: 0.0312502 | Time: 1993.17 ms [2020-12-21 19:57:43 main:581] : INFO : Epoch 819 | loss: 0.0312474 | val_loss: 0.0312498 | Time: 1977.48 ms [2020-12-21 19:57:45 main:581] : INFO : Epoch 820 | loss: 0.0312487 | val_loss: 0.0312492 | Time: 1994 ms [2020-12-21 19:57:47 main:581] : INFO : Epoch 821 | loss: 0.0312464 | val_loss: 0.0312504 | Time: 1992.32 ms [2020-12-21 19:57:49 main:581] : INFO : Epoch 822 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 1983.53 ms [2020-12-21 19:57:51 main:581] : INFO : Epoch 823 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 1989.96 ms [2020-12-21 19:57:53 main:581] : INFO : Epoch 824 | loss: 0.0312461 | val_loss: 0.0312485 | Time: 1987.38 ms [2020-12-21 19:57:55 main:581] : INFO : Epoch 825 | loss: 0.0312461 | val_loss: 0.0312474 | Time: 1993.02 ms [2020-12-21 19:57:57 main:581] : INFO : Epoch 826 | loss: 0.031246 | val_loss: 0.0312504 | Time: 1994.36 ms [2020-12-21 19:57:59 main:581] : INFO : Epoch 827 | loss: 0.0312464 | val_loss: 0.0312511 | Time: 1987.34 ms [2020-12-21 19:58:01 main:581] : INFO : Epoch 828 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 1969.33 ms [2020-12-21 19:58:03 main:581] : INFO : Epoch 829 | loss: 0.0312457 | val_loss: 0.0312472 | Time: 1988.34 ms [2020-12-21 19:58:05 main:581] : INFO : Epoch 830 | loss: 0.0312462 | val_loss: 0.0312496 | Time: 1997.89 ms [2020-12-21 19:58:07 main:581] : INFO : Epoch 831 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 1990.12 ms [2020-12-21 19:58:09 main:581] : INFO : Epoch 832 | loss: 0.0312462 | val_loss: 0.0312474 | Time: 1997.2 ms [2020-12-21 19:58:11 main:581] : INFO : Epoch 833 | loss: 0.0312452 | val_loss: 0.0312517 | Time: 1982.06 ms [2020-12-21 19:58:13 main:581] : INFO : Epoch 834 | loss: 0.031246 | val_loss: 0.0312473 | Time: 1990.56 ms [2020-12-21 19:58:15 main:581] : INFO : Epoch 835 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 1990.83 ms [2020-12-21 19:58:17 main:581] : INFO : Epoch 836 | loss: 0.031246 | val_loss: 0.0312505 | Time: 1984.31 ms [2020-12-21 19:58:19 main:581] : INFO : Epoch 837 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 1979.24 ms [2020-12-21 19:58:21 main:581] : INFO : Epoch 838 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 1994.1 ms [2020-12-21 19:58:23 main:581] : INFO : Epoch 839 | loss: 0.0312454 | val_loss: 0.0312476 | Time: 1990.35 ms [2020-12-21 19:58:25 main:581] : INFO : Epoch 840 | loss: 0.0312453 | val_loss: 0.0312481 | Time: 1977.17 ms [2020-12-21 19:58:27 main:581] : INFO : Epoch 841 | loss: 0.0312461 | val_loss: 0.0312479 | Time: 1989.85 ms [2020-12-21 19:58:29 main:581] : INFO : Epoch 842 | loss: 0.0312452 | val_loss: 0.031248 | Time: 1992.86 ms [2020-12-21 19:58:31 main:581] : INFO : Epoch 843 | loss: 0.0312462 | val_loss: 0.0312505 | Time: 1990.64 ms [2020-12-21 19:58:33 main:581] : INFO : Epoch 844 | loss: 0.0312458 | val_loss: 0.031247 | Time: 1993.88 ms [2020-12-21 19:58:35 main:581] : INFO : Epoch 845 | loss: 0.031245 | val_loss: 0.0312471 | Time: 1985.94 ms [2020-12-21 19:58:37 main:581] : INFO : Epoch 846 | loss: 0.0312448 | val_loss: 0.0312478 | Time: 1992.77 ms [2020-12-21 19:58:39 main:581] : INFO : Epoch 847 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 1992.61 ms [2020-12-21 19:58:41 main:581] : INFO : Epoch 848 | loss: 0.0312451 | val_loss: 0.0312473 | Time: 1991.48 ms [2020-12-21 19:58:43 main:581] : INFO : Epoch 849 | loss: 0.0312448 | val_loss: 0.0312466 | Time: 1982.46 ms [2020-12-21 19:58:45 main:581] : INFO : Epoch 850 | loss: 0.0312445 | val_loss: 0.0312465 | Time: 1989.68 ms [2020-12-21 19:58:47 main:581] : INFO : Epoch 851 | loss: 0.0312444 | val_loss: 0.0312469 | Time: 1993.55 ms [2020-12-21 19:58:49 main:581] : INFO : Epoch 852 | loss: 0.0312449 | val_loss: 0.0312468 | Time: 1983.45 ms [2020-12-21 19:58:51 main:581] : INFO : Epoch 853 | loss: 0.0312446 | val_loss: 0.0312474 | Time: 1984.33 ms [2020-12-21 19:58:53 main:581] : INFO : Epoch 854 | loss: 0.0312444 | val_loss: 0.0312511 | Time: 1986.51 ms [2020-12-21 19:58:55 main:581] : INFO : Epoch 855 | loss: 0.031246 | val_loss: 0.0312472 | Time: 1983.42 ms [2020-12-21 19:58:57 main:581] : INFO : Epoch 856 | loss: 0.0312447 | val_loss: 0.0312461 | Time: 1978.22 ms [2020-12-21 19:58:59 main:581] : INFO : Epoch 857 | loss: 0.0312452 | val_loss: 0.0312469 | Time: 1991.43 ms [2020-12-21 19:59:01 main:581] : INFO : Epoch 858 | loss: 0.031245 | val_loss: 0.0312469 | Time: 1994.99 ms [2020-12-21 19:59:02 main:581] : INFO : Epoch 859 | loss: 0.0312449 | val_loss: 0.0312503 | Time: 1992.27 ms [2020-12-21 19:59:04 main:581] : INFO : Epoch 860 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 1993.36 ms [2020-12-21 19:59:06 main:581] : INFO : Epoch 861 | loss: 0.031245 | val_loss: 0.0312454 | Time: 1992.25 ms [2020-12-21 19:59:08 main:581] : INFO : Epoch 862 | loss: 0.0312444 | val_loss: 0.0312455 | Time: 1982.8 ms [2020-12-21 19:59:10 main:581] : INFO : Epoch 863 | loss: 0.0312446 | val_loss: 0.0312455 | Time: 1991.71 ms [2020-12-21 19:59:12 main:581] : INFO : Epoch 864 | loss: 0.0312448 | val_loss: 0.031246 | Time: 1984.96 ms [2020-12-21 19:59:14 main:581] : INFO : Epoch 865 | loss: 0.0312442 | val_loss: 0.0312468 | Time: 1990.01 ms [2020-12-21 19:59:16 main:581] : INFO : Epoch 866 | loss: 0.0312451 | val_loss: 0.0312459 | Time: 1990.37 ms [2020-12-21 19:59:18 main:581] : INFO : Epoch 867 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1992.97 ms [2020-12-21 19:59:20 main:581] : INFO : Epoch 868 | loss: 0.0312446 | val_loss: 0.0312453 | Time: 1992.81 ms [2020-12-21 19:59:22 main:581] : INFO : Epoch 869 | loss: 0.0312439 | val_loss: 0.031246 | Time: 1994.97 ms [2020-12-21 19:59:24 main:581] : INFO : Epoch 870 | loss: 0.0312444 | val_loss: 0.0312456 | Time: 1986.4 ms [2020-12-21 19:59:26 main:581] : INFO : Epoch 871 | loss: 0.0312438 | val_loss: 0.0312455 | Time: 1992.89 ms [2020-12-21 19:59:28 main:581] : INFO : Epoch 872 | loss: 0.0312449 | val_loss: 0.0312449 | Time: 1986.44 ms [2020-12-21 19:59:30 main:581] : INFO : Epoch 873 | loss: 0.0312446 | val_loss: 0.0312447 | Time: 1993.26 ms [2020-12-21 19:59:32 main:581] : INFO : Epoch 874 | loss: 0.0312448 | val_loss: 0.0312448 | Time: 1992.2 ms [2020-12-21 19:59:34 main:581] : INFO : Epoch 875 | loss: 0.0312438 | val_loss: 0.0312466 | Time: 1976.71 ms [2020-12-21 19:59:36 main:581] : INFO : Epoch 876 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 1991.95 ms [2020-12-21 19:59:38 main:581] : INFO : Epoch 877 | loss: 0.0312434 | val_loss: 0.0312449 | Time: 1985.44 ms [2020-12-21 19:59:40 main:581] : INFO : Epoch 878 | loss: 0.0312447 | val_loss: 0.0312458 | Time: 1989.05 ms [2020-12-21 19:59:42 main:581] : INFO : Epoch 879 | loss: 0.0312442 | val_loss: 0.0312447 | Time: 1983.37 ms [2020-12-21 19:59:44 main:581] : INFO : Epoch 880 | loss: 0.0312439 | val_loss: 0.0312446 | Time: 1994.19 ms [2020-12-21 19:59:46 main:581] : INFO : Epoch 881 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1982.94 ms [2020-12-21 19:59:48 main:581] : INFO : Epoch 882 | loss: 0.0312441 | val_loss: 0.031245 | Time: 1989.61 ms [2020-12-21 19:59:50 main:581] : INFO : Epoch 883 | loss: 0.0312433 | val_loss: 0.0312456 | Time: 1982.39 ms [2020-12-21 19:59:52 main:581] : INFO : Epoch 884 | loss: 0.0312449 | val_loss: 0.0312463 | Time: 1980.82 ms [2020-12-21 19:59:54 main:581] : INFO : Epoch 885 | loss: 0.0312433 | val_loss: 0.0312455 | Time: 1992.14 ms [2020-12-21 19:59:56 main:581] : INFO : Epoch 886 | loss: 0.031242 | val_loss: 0.0312447 | Time: 1981.98 ms [2020-12-21 19:59:58 main:581] : INFO : Epoch 887 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 1993.47 ms [2020-12-21 20:00:00 main:581] : INFO : Epoch 888 | loss: 0.0312424 | val_loss: 0.0312452 | Time: 1988.78 ms [2020-12-21 20:00:02 main:581] : INFO : Epoch 889 | loss: 0.0312429 | val_loss: 0.0312492 | Time: 1990.25 ms [2020-12-21 20:00:04 main:581] : INFO : Epoch 890 | loss: 0.0312437 | val_loss: 0.0312446 | Time: 1991.7 ms [2020-12-21 20:00:06 main:581] : INFO : Epoch 891 | loss: 0.0312438 | val_loss: 0.0312472 | Time: 1981.01 ms [2020-12-21 20:00:08 main:581] : INFO : Epoch 892 | loss: 0.031245 | val_loss: 0.0312436 | Time: 1991.38 ms [2020-12-21 20:00:10 main:581] : INFO : Epoch 893 | loss: 0.031244 | val_loss: 0.0312459 | Time: 1992.3 ms [2020-12-21 20:00:12 main:581] : INFO : Epoch 894 | loss: 0.0312426 | val_loss: 0.0312454 | Time: 1983.35 ms [2020-12-21 20:00:14 main:581] : INFO : Epoch 895 | loss: 0.0312435 | val_loss: 0.0312482 | Time: 1985.52 ms [2020-12-21 20:00:16 main:581] : INFO : Epoch 896 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 1992.92 ms [2020-12-21 20:00:18 main:581] : INFO : Epoch 897 | loss: 0.0312427 | val_loss: 0.0312472 | Time: 1981.29 ms [2020-12-21 20:00:20 main:581] : INFO : Epoch 898 | loss: 0.0312444 | val_loss: 0.0312441 | Time: 1988.93 ms [2020-12-21 20:00:22 main:581] : INFO : Epoch 899 | loss: 0.0312425 | val_loss: 0.0312459 | Time: 1981.53 ms [2020-12-21 20:00:24 main:581] : INFO : Epoch 900 | loss: 0.0312414 | val_loss: 0.031243 | Time: 1983.96 ms [2020-12-21 20:00:26 main:581] : INFO : Epoch 901 | loss: 0.0312411 | val_loss: 0.0312438 | Time: 1981.41 ms [2020-12-21 20:00:28 main:581] : INFO : Epoch 902 | loss: 0.0312417 | val_loss: 0.031244 | Time: 1992.03 ms [2020-12-21 20:00:30 main:581] : INFO : Epoch 903 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 1990.12 ms [2020-12-21 20:00:32 main:581] : INFO : Epoch 904 | loss: 0.031241 | val_loss: 0.0312443 | Time: 1995.24 ms [2020-12-21 20:00:34 main:581] : INFO : Epoch 905 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 1991.98 ms [2020-12-21 20:00:36 main:581] : INFO : Epoch 906 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 1998.24 ms [2020-12-21 20:00:38 main:581] : INFO : Epoch 907 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 1977.25 ms [2020-12-21 20:00:40 main:581] : INFO : Epoch 908 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 1992.1 ms [2020-12-21 20:00:42 main:581] : INFO : Epoch 909 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 1985.35 ms [2020-12-21 20:00:44 main:581] : INFO : Epoch 910 | loss: 0.031244 | val_loss: 0.0312472 | Time: 2002.5 ms [2020-12-21 20:00:46 main:581] : INFO : Epoch 911 | loss: 0.0312436 | val_loss: 0.0312433 | Time: 1981.94 ms [2020-12-21 20:00:48 main:581] : INFO : Epoch 912 | loss: 0.0312413 | val_loss: 0.0312427 | Time: 1986.5 ms [2020-12-21 20:00:50 main:581] : INFO : Epoch 913 | loss: 0.0312417 | val_loss: 0.0312426 | Time: 1992.29 ms [2020-12-21 20:00:52 main:581] : INFO : Epoch 914 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 1990 ms [2020-12-21 20:00:54 main:581] : INFO : Epoch 915 | loss: 0.0312408 | val_loss: 0.0312454 | Time: 1987.15 ms [2020-12-21 20:00:56 main:581] : INFO : Epoch 916 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 1974.53 ms [2020-12-21 20:00:58 main:581] : INFO : Epoch 917 | loss: 0.0312409 | val_loss: 0.0312442 | Time: 1984.35 ms [2020-12-21 20:01:00 main:581] : INFO : Epoch 918 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 1992.57 ms [2020-12-21 20:01:02 main:581] : INFO : Epoch 919 | loss: 0.0312404 | val_loss: 0.0312413 | Time: 1990.82 ms [2020-12-21 20:01:04 main:581] : INFO : Epoch 920 | loss: 0.0312413 | val_loss: 0.0312414 | Time: 1992.75 ms [2020-12-21 20:01:06 main:581] : INFO : Epoch 921 | loss: 0.0312412 | val_loss: 0.0312413 | Time: 1992.27 ms [2020-12-21 20:01:08 main:581] : INFO : Epoch 922 | loss: 0.0312404 | val_loss: 0.031241 | Time: 2000.72 ms [2020-12-21 20:01:10 main:581] : INFO : Epoch 923 | loss: 0.0312406 | val_loss: 0.0312413 | Time: 1986.46 ms [2020-12-21 20:01:12 main:581] : INFO : Epoch 924 | loss: 0.0312398 | val_loss: 0.0312415 | Time: 1985.73 ms [2020-12-21 20:01:14 main:581] : INFO : Epoch 925 | loss: 0.0312411 | val_loss: 0.0312432 | Time: 1995.97 ms [2020-12-21 20:01:16 main:581] : INFO : Epoch 926 | loss: 0.031241 | val_loss: 0.0312414 | Time: 1992.01 ms [2020-12-21 20:01:18 main:581] : INFO : Epoch 927 | loss: 0.0312405 | val_loss: 0.0312417 | Time: 1991.43 ms [2020-12-21 20:01:20 main:581] : INFO : Epoch 928 | loss: 0.0312404 | val_loss: 0.0312421 | Time: 1982.46 ms [2020-12-21 20:01:22 main:581] : INFO : Epoch 929 | loss: 0.0312408 | val_loss: 0.0312416 | Time: 1992.69 ms [2020-12-21 20:01:24 main:581] : INFO : Epoch 930 | loss: 0.03124 | val_loss: 0.031242 | Time: 1982.68 ms [2020-12-21 20:01:26 main:581] : INFO : Epoch 931 | loss: 0.0312401 | val_loss: 0.0312436 | Time: 1990 ms [2020-12-21 20:01:28 main:581] : INFO : Epoch 932 | loss: 0.0312413 | val_loss: 0.0312444 | Time: 1981.59 ms [2020-12-21 20:01:30 main:581] : INFO : Epoch 933 | loss: 0.0312403 | val_loss: 0.0312414 | Time: 1985.32 ms [2020-12-21 20:01:32 main:581] : INFO : Epoch 934 | loss: 0.0312416 | val_loss: 0.0312436 | Time: 1996.89 ms [2020-12-21 20:01:34 main:581] : INFO : Epoch 935 | loss: 0.0312411 | val_loss: 0.0312427 | Time: 1978.25 ms [2020-12-21 20:01:36 main:581] : INFO : Epoch 936 | loss: 0.0312396 | val_loss: 0.0312415 | Time: 1987.96 ms [2020-12-21 20:01:38 main:581] : INFO : Epoch 937 | loss: 0.03124 | val_loss: 0.0312401 | Time: 1986.03 ms [2020-12-21 20:01:40 main:581] : INFO : Epoch 938 | loss: 0.0312392 | val_loss: 0.0312416 | Time: 1985.37 ms [2020-12-21 20:01:42 main:581] : INFO : Epoch 939 | loss: 0.0312406 | val_loss: 0.0312415 | Time: 1990.95 ms [2020-12-21 20:01:44 main:581] : INFO : Epoch 940 | loss: 0.0312391 | val_loss: 0.0312405 | Time: 1993.92 ms [2020-12-21 20:01:46 main:581] : INFO : Epoch 941 | loss: 0.0312385 | val_loss: 0.0312402 | Time: 1985.34 ms [2020-12-21 20:01:48 main:581] : INFO : Epoch 942 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 1996.16 ms [2020-12-21 20:01:50 main:581] : INFO : Epoch 943 | loss: 0.0312441 | val_loss: 0.0312494 | Time: 1996.16 ms [2020-12-21 20:01:52 main:581] : INFO : Epoch 944 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 1994.61 ms [2020-12-21 20:01:54 main:581] : INFO : Epoch 945 | loss: 0.0312404 | val_loss: 0.0312418 | Time: 1989.27 ms [2020-12-21 20:01:56 main:581] : INFO : Epoch 946 | loss: 0.0312413 | val_loss: 0.031241 | Time: 1992.78 ms [2020-12-21 20:01:58 main:581] : INFO : Epoch 947 | loss: 0.0312388 | val_loss: 0.031241 | Time: 1999.86 ms [2020-12-21 20:02:00 main:581] : INFO : Epoch 948 | loss: 0.0312389 | val_loss: 0.0312431 | Time: 1989.21 ms [2020-12-21 20:02:02 main:581] : INFO : Epoch 949 | loss: 0.0312396 | val_loss: 0.031242 | Time: 1996.5 ms [2020-12-21 20:02:04 main:581] : INFO : Epoch 950 | loss: 0.0312387 | val_loss: 0.0312452 | Time: 1995.44 ms [2020-12-21 20:02:06 main:581] : INFO : Epoch 951 | loss: 0.0312412 | val_loss: 0.0312412 | Time: 1996.08 ms [2020-12-21 20:02:08 main:581] : INFO : Epoch 952 | loss: 0.0312401 | val_loss: 0.0312401 | Time: 1987.53 ms [2020-12-21 20:02:10 main:581] : INFO : Epoch 953 | loss: 0.0312393 | val_loss: 0.0312401 | Time: 1994.3 ms [2020-12-21 20:02:12 main:581] : INFO : Epoch 954 | loss: 0.0312394 | val_loss: 0.0312418 | Time: 1996.68 ms [2020-12-21 20:02:14 main:581] : INFO : Epoch 955 | loss: 0.0312405 | val_loss: 0.031246 | Time: 1999.19 ms [2020-12-21 20:02:15 main:581] : INFO : Epoch 956 | loss: 0.0312402 | val_loss: 0.0312434 | Time: 1985.28 ms [2020-12-21 20:02:17 main:581] : INFO : Epoch 957 | loss: 0.0312397 | val_loss: 0.0312411 | Time: 1996.45 ms [2020-12-21 20:02:19 main:581] : INFO : Epoch 958 | loss: 0.0312384 | val_loss: 0.03124 | Time: 1984.33 ms [2020-12-21 20:02:21 main:581] : INFO : Epoch 959 | loss: 0.0312385 | val_loss: 0.0312401 | Time: 1984.79 ms [2020-12-21 20:02:23 main:581] : INFO : Epoch 960 | loss: 0.031238 | val_loss: 0.03124 | Time: 1993.02 ms [2020-12-21 20:02:25 main:581] : INFO : Epoch 961 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 1993.69 ms [2020-12-21 20:02:27 main:581] : INFO : Epoch 962 | loss: 0.0312396 | val_loss: 0.0312465 | Time: 1985.4 ms [2020-12-21 20:02:29 main:581] : INFO : Epoch 963 | loss: 0.0312456 | val_loss: 0.0312413 | Time: 1997.75 ms [2020-12-21 20:02:31 main:581] : INFO : Epoch 964 | loss: 0.0312416 | val_loss: 0.0312399 | Time: 1988.73 ms [2020-12-21 20:02:33 main:581] : INFO : Epoch 965 | loss: 0.031239 | val_loss: 0.0312401 | Time: 1996.78 ms [2020-12-21 20:02:35 main:581] : INFO : Epoch 966 | loss: 0.031239 | val_loss: 0.03124 | Time: 1996.77 ms [2020-12-21 20:02:37 main:581] : INFO : Epoch 967 | loss: 0.0312387 | val_loss: 0.0312459 | Time: 1988.69 ms [2020-12-21 20:02:39 main:581] : INFO : Epoch 968 | loss: 0.0312402 | val_loss: 0.0312392 | Time: 1997.91 ms [2020-12-21 20:02:41 main:581] : INFO : Epoch 969 | loss: 0.0312412 | val_loss: 0.0312396 | Time: 2000.45 ms [2020-12-21 20:02:43 main:581] : INFO : Epoch 970 | loss: 0.0312383 | val_loss: 0.0312389 | Time: 1996.58 ms [2020-12-21 20:02:45 main:581] : INFO : Epoch 971 | loss: 0.0312374 | val_loss: 0.0312388 | Time: 1990.24 ms [2020-12-21 20:02:47 main:581] : INFO : Epoch 972 | loss: 0.0312385 | val_loss: 0.0312392 | Time: 1986.82 ms [2020-12-21 20:02:49 main:581] : INFO : Epoch 973 | loss: 0.0312385 | val_loss: 0.031239 | Time: 1985.78 ms [2020-12-21 20:02:51 main:581] : INFO : Epoch 974 | loss: 0.0312378 | val_loss: 0.0312391 | Time: 1999.02 ms [2020-12-21 20:02:53 main:581] : INFO : Epoch 975 | loss: 0.0312375 | val_loss: 0.031239 | Time: 1993.73 ms [2020-12-21 20:02:55 main:581] : INFO : Epoch 976 | loss: 0.0312376 | val_loss: 0.0312392 | Time: 1991.52 ms [2020-12-21 20:02:57 main:581] : INFO : Epoch 977 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 1985.72 ms [2020-12-21 20:02:59 main:581] : INFO : Epoch 978 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 1991.69 ms [2020-12-21 20:03:01 main:581] : INFO : Epoch 979 | loss: 0.031239 | val_loss: 0.031243 | Time: 1984.49 ms [2020-12-21 20:03:03 main:581] : INFO : Epoch 980 | loss: 0.0312386 | val_loss: 0.0312394 | Time: 1996.97 ms [2020-12-21 20:03:05 main:581] : INFO : Epoch 981 | loss: 0.0312367 | val_loss: 0.0312432 | Time: 1997.57 ms [2020-12-21 20:03:07 main:581] : INFO : Epoch 982 | loss: 0.0312385 | val_loss: 0.0312388 | Time: 1987.93 ms [2020-12-21 20:03:09 main:581] : INFO : Epoch 983 | loss: 0.0312375 | val_loss: 0.0312395 | Time: 1995.85 ms [2020-12-21 20:03:11 main:581] : INFO : Epoch 984 | loss: 0.0312376 | val_loss: 0.0312402 | Time: 1988.88 ms [2020-12-21 20:03:13 main:581] : INFO : Epoch 985 | loss: 0.0312375 | val_loss: 0.031239 | Time: 1994.69 ms [2020-12-21 20:03:15 main:581] : INFO : Epoch 986 | loss: 0.0312366 | val_loss: 0.0312381 | Time: 1991.04 ms [2020-12-21 20:03:17 main:581] : INFO : Epoch 987 | loss: 0.0312372 | val_loss: 0.03124 | Time: 1989.2 ms [2020-12-21 20:03:19 main:581] : INFO : Epoch 988 | loss: 0.0312378 | val_loss: 0.0312393 | Time: 1982.74 ms [2020-12-21 20:03:21 main:581] : INFO : Epoch 989 | loss: 0.0312367 | val_loss: 0.0312408 | Time: 1986.54 ms [2020-12-21 20:03:23 main:581] : INFO : Epoch 990 | loss: 0.0312376 | val_loss: 0.0312399 | Time: 1993.46 ms [2020-12-21 20:03:25 main:581] : INFO : Epoch 991 | loss: 0.0312375 | val_loss: 0.0312391 | Time: 1994 ms [2020-12-21 20:03:27 main:581] : INFO : Epoch 992 | loss: 0.0312361 | val_loss: 0.0312401 | Time: 1988.79 ms [2020-12-21 20:03:29 main:581] : INFO : Epoch 993 | loss: 0.0312377 | val_loss: 0.0312431 | Time: 1997.31 ms [2020-12-21 20:03:31 main:581] : INFO : Epoch 994 | loss: 0.0312374 | val_loss: 0.0312389 | Time: 1979.45 ms [2020-12-21 20:03:33 main:581] : INFO : Epoch 995 | loss: 0.0312368 | val_loss: 0.0312398 | Time: 1994.62 ms [2020-12-21 20:03:35 main:581] : INFO : Epoch 996 | loss: 0.0312355 | val_loss: 0.031238 | Time: 1987.69 ms [2020-12-21 20:03:37 main:581] : INFO : Epoch 997 | loss: 0.0312367 | val_loss: 0.0312406 | Time: 1986.84 ms [2020-12-21 20:03:39 main:581] : INFO : Epoch 998 | loss: 0.0312366 | val_loss: 0.0312387 | Time: 1992.3 ms [2020-12-21 20:03:41 main:581] : INFO : Epoch 999 | loss: 0.0312358 | val_loss: 0.0312388 | Time: 1993.03 ms [2020-12-21 20:03:43 main:581] : INFO : Epoch 1000 | loss: 0.0312361 | val_loss: 0.0312399 | Time: 1992.21 ms [2020-12-21 20:03:45 main:581] : INFO : Epoch 1001 | loss: 0.0312376 | val_loss: 0.031239 | Time: 1985.77 ms [2020-12-21 20:03:47 main:581] : INFO : Epoch 1002 | loss: 0.0312363 | val_loss: 0.0312388 | Time: 1985.38 ms [2020-12-21 20:03:49 main:581] : INFO : Epoch 1003 | loss: 0.0312359 | val_loss: 0.0312412 | Time: 1988.61 ms [2020-12-21 20:03:51 main:581] : INFO : Epoch 1004 | loss: 0.0312386 | val_loss: 0.0312429 | Time: 1996.11 ms [2020-12-21 20:03:53 main:581] : INFO : Epoch 1005 | loss: 0.0312375 | val_loss: 0.0312388 | Time: 1983.98 ms [2020-12-21 20:03:55 main:581] : INFO : Epoch 1006 | loss: 0.0312353 | val_loss: 0.0312398 | Time: 1991.9 ms [2020-12-21 20:03:57 main:581] : INFO : Epoch 1007 | loss: 0.0312363 | val_loss: 0.0312399 | Time: 1990.68 ms [2020-12-21 20:03:59 main:581] : INFO : Epoch 1008 | loss: 0.0312364 | val_loss: 0.0312387 | Time: 1996.15 ms [2020-12-21 20:04:01 main:581] : INFO : Epoch 1009 | loss: 0.0312349 | val_loss: 0.0312383 | Time: 1997.27 ms [2020-12-21 20:04:03 main:581] : INFO : Epoch 1010 | loss: 0.0312352 | val_loss: 0.0312381 | Time: 1993.14 ms [2020-12-21 20:04:05 main:581] : INFO : Epoch 1011 | loss: 0.0312359 | val_loss: 0.0312381 | Time: 2001.67 ms [2020-12-21 20:04:07 main:581] : INFO : Epoch 1012 | loss: 0.0312352 | val_loss: 0.0312382 | Time: 1978.13 ms [2020-12-21 20:04:09 main:581] : INFO : Epoch 1013 | loss: 0.0312346 | val_loss: 0.0312409 | Time: 1987.91 ms [2020-12-21 20:04:11 main:581] : INFO : Epoch 1014 | loss: 0.0312358 | val_loss: 0.031239 | Time: 1985.63 ms [2020-12-21 20:04:13 main:581] : INFO : Epoch 1015 | loss: 0.031235 | val_loss: 0.0312395 | Time: 1995.26 ms [2020-12-21 20:04:15 main:581] : INFO : Epoch 1016 | loss: 0.0312344 | val_loss: 0.0312387 | Time: 1996.34 ms [2020-12-21 20:04:17 main:581] : INFO : Epoch 1017 | loss: 0.0312373 | val_loss: 0.0312433 | Time: 1992.95 ms [2020-12-21 20:04:19 main:581] : INFO : Epoch 1018 | loss: 0.0312365 | val_loss: 0.0312387 | Time: 1991.13 ms [2020-12-21 20:04:21 main:581] : INFO : Epoch 1019 | loss: 0.0312354 | val_loss: 0.0312393 | Time: 1974.92 ms [2020-12-21 20:04:23 main:581] : INFO : Epoch 1020 | loss: 0.0312369 | val_loss: 0.0312382 | Time: 1996.01 ms [2020-12-21 20:04:25 main:581] : INFO : Epoch 1021 | loss: 0.0312409 | val_loss: 0.0312453 | Time: 1990.52 ms [2020-12-21 20:04:27 main:581] : INFO : Epoch 1022 | loss: 0.0312365 | val_loss: 0.0312407 | Time: 1991.37 ms [2020-12-21 20:04:29 main:581] : INFO : Epoch 1023 | loss: 0.031235 | val_loss: 0.0312383 | Time: 1986.33 ms [2020-12-21 20:04:31 main:581] : INFO : Epoch 1024 | loss: 0.0312344 | val_loss: 0.0312389 | Time: 1980.57 ms [2020-12-21 20:04:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312389 [2020-12-21 20:04:31 main:610] : INFO : Saving end state to config to file [2020-12-21 20:04:31 main:615] : INFO : Success, exiting.. 20:04:31 (1794873): 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)