Task 3357581
| Name | ParityModified-1605150984-27260-9_0 |
| Workunit | 1620059 |
| Created | 19 Dec 2020, 0:33:15 UTC |
| Sent | 21 Dec 2020, 3:37:20 UTC |
| Report deadline | 28 Dec 2020, 3:37:20 UTC |
| Received | 21 Dec 2020, 17:01:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 19 sec |
| CPU time | 34 min 15 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 | 2.33 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> 581] : INFO : Epoch 518 | loss: 0.00151383 | val_loss: 0.00146757 | Time: 2004.22 ms [2020-12-21 11:44:50 main:581] : INFO : Epoch 519 | loss: 0.00151725 | val_loss: 0.0014735 | Time: 2004.23 ms [2020-12-21 11:44:52 main:581] : INFO : Epoch 520 | loss: 0.00152101 | val_loss: 0.00147875 | Time: 2007.3 ms [2020-12-21 11:44:54 main:581] : INFO : Epoch 521 | loss: 0.00152235 | val_loss: 0.00146486 | Time: 2004.78 ms [2020-12-21 11:44:56 main:581] : INFO : Epoch 522 | loss: 0.00151679 | val_loss: 0.0014661 | Time: 2003.78 ms [2020-12-21 11:44:58 main:581] : INFO : Epoch 523 | loss: 0.00151312 | val_loss: 0.00147022 | Time: 2005.18 ms [2020-12-21 11:45:00 main:581] : INFO : Epoch 524 | loss: 0.00151125 | val_loss: 0.00146907 | Time: 1999.13 ms [2020-12-21 11:45:02 main:581] : INFO : Epoch 525 | loss: 0.00151263 | val_loss: 0.00146959 | Time: 2005.6 ms [2020-12-21 11:45:05 main:581] : INFO : Epoch 526 | loss: 0.00151662 | val_loss: 0.0014651 | Time: 2003.55 ms [2020-12-21 11:45:07 main:581] : INFO : Epoch 527 | loss: 0.00151179 | val_loss: 0.00146762 | Time: 2004.99 ms [2020-12-21 11:45:09 main:581] : INFO : Epoch 528 | loss: 0.00151525 | val_loss: 0.00147282 | Time: 2012.45 ms [2020-12-21 11:45:11 main:581] : INFO : Epoch 529 | loss: 0.00151287 | val_loss: 0.00146396 | Time: 2006.26 ms [2020-12-21 11:45:13 main:581] : INFO : Epoch 530 | loss: 0.00151445 | val_loss: 0.00146409 | Time: 1997.7 ms [2020-12-21 11:45:15 main:581] : INFO : Epoch 531 | loss: 0.00151705 | val_loss: 0.00146477 | Time: 2004.16 ms [2020-12-21 11:45:17 main:581] : INFO : Epoch 532 | loss: 0.00151183 | val_loss: 0.001467 | Time: 2012.63 ms [2020-12-21 11:45:19 main:581] : INFO : Epoch 533 | loss: 0.00151305 | val_loss: 0.00146514 | Time: 2006.08 ms [2020-12-21 11:45:21 main:581] : INFO : Epoch 534 | loss: 0.00151915 | val_loss: 0.00147397 | Time: 2003.96 ms [2020-12-21 11:45:23 main:581] : INFO : Epoch 535 | loss: 0.00151554 | val_loss: 0.00146876 | Time: 1997.71 ms [2020-12-21 11:45:25 main:581] : INFO : Epoch 536 | loss: 0.0015145 | val_loss: 0.00147253 | Time: 2005.14 ms [2020-12-21 11:45:27 main:581] : INFO : Epoch 537 | loss: 0.00151533 | val_loss: 0.00147052 | Time: 1997.56 ms [2020-12-21 11:45:29 main:581] : INFO : Epoch 538 | loss: 0.00151332 | val_loss: 0.00146446 | Time: 2006.88 ms [2020-12-21 11:45:31 main:581] : INFO : Epoch 539 | loss: 0.00151512 | val_loss: 0.00147129 | Time: 2012.17 ms [2020-12-21 11:45:33 main:581] : INFO : Epoch 540 | loss: 0.00151781 | val_loss: 0.00147652 | Time: 1995.69 ms [2020-12-21 11:45:35 main:581] : INFO : Epoch 541 | loss: 0.00152105 | val_loss: 0.00147724 | Time: 2004.3 ms [2020-12-21 11:45:37 main:581] : INFO : Epoch 542 | loss: 0.00152149 | val_loss: 0.00149091 | Time: 1997.1 ms [2020-12-21 11:45:39 main:581] : INFO : Epoch 543 | loss: 0.00151598 | val_loss: 0.00146249 | Time: 2003.98 ms [2020-12-21 11:45:41 main:581] : INFO : Epoch 544 | loss: 0.00151294 | val_loss: 0.00147413 | Time: 2003.85 ms [2020-12-21 11:45:43 main:581] : INFO : Epoch 545 | loss: 0.00151477 | val_loss: 0.00146604 | Time: 2002.92 ms [2020-12-21 11:45:45 main:581] : INFO : Epoch 546 | loss: 0.00151368 | val_loss: 0.00147075 | Time: 2010.15 ms [2020-12-21 11:45:47 main:581] : INFO : Epoch 547 | loss: 0.00171972 | val_loss: 0.00159176 | Time: 1993.93 ms [2020-12-21 11:45:49 main:581] : INFO : Epoch 548 | loss: 0.00159318 | val_loss: 0.00151475 | Time: 2011.28 ms [2020-12-21 11:45:51 main:581] : INFO : Epoch 549 | loss: 0.00155786 | val_loss: 0.00151696 | Time: 1998.1 ms [2020-12-21 11:45:53 main:581] : INFO : Epoch 550 | loss: 0.00155416 | val_loss: 0.00148634 | Time: 2012.44 ms [2020-12-21 11:45:55 main:581] : INFO : Epoch 551 | loss: 0.00154078 | val_loss: 0.00148266 | Time: 1997.12 ms [2020-12-21 11:45:57 main:581] : INFO : Epoch 552 | loss: 0.00152866 | val_loss: 0.0014677 | Time: 2003.85 ms [2020-12-21 11:45:59 main:581] : INFO : Epoch 553 | loss: 0.00152767 | val_loss: 0.00147643 | Time: 1998.39 ms [2020-12-21 11:46:01 main:581] : INFO : Epoch 554 | loss: 0.00152506 | val_loss: 0.00147007 | Time: 2002.91 ms [2020-12-21 11:46:03 main:581] : INFO : Epoch 555 | loss: 0.00152398 | val_loss: 0.00147068 | Time: 2004.68 ms [2020-12-21 11:46:05 main:581] : INFO : Epoch 556 | loss: 0.00152077 | val_loss: 0.00146996 | Time: 1997.75 ms [2020-12-21 11:46:07 main:581] : INFO : Epoch 557 | loss: 0.00152829 | val_loss: 0.0014933 | Time: 2002.6 ms [2020-12-21 11:46:09 main:581] : INFO : Epoch 558 | loss: 0.00152874 | val_loss: 0.00147558 | Time: 2005 ms [2020-12-21 11:46:11 main:581] : INFO : Epoch 559 | loss: 0.00152253 | val_loss: 0.00146737 | Time: 2005 ms [2020-12-21 11:46:13 main:581] : INFO : Epoch 560 | loss: 0.00152724 | val_loss: 0.00147248 | Time: 1995.83 ms [2020-12-21 11:46:15 main:581] : INFO : Epoch 561 | loss: 0.00152101 | val_loss: 0.00146581 | Time: 2007 ms [2020-12-21 11:46:17 main:581] : INFO : Epoch 562 | loss: 0.00151884 | val_loss: 0.00147219 | Time: 1997.45 ms [2020-12-21 11:46:19 main:581] : INFO : Epoch 563 | loss: 0.00152357 | val_loss: 0.0014644 | Time: 2012.02 ms [2020-12-21 11:46:21 main:581] : INFO : Epoch 564 | loss: 0.00151918 | val_loss: 0.00146947 | Time: 2007.57 ms [2020-12-21 11:46:23 main:581] : INFO : Epoch 565 | loss: 0.00151852 | val_loss: 0.0014666 | Time: 1998.58 ms [2020-12-21 11:46:25 main:581] : INFO : Epoch 566 | loss: 0.00152087 | val_loss: 0.00146724 | Time: 2002.39 ms [2020-12-21 11:46:27 main:581] : INFO : Epoch 567 | loss: 0.00152535 | val_loss: 0.00146636 | Time: 2009.23 ms [2020-12-21 11:46:29 main:581] : INFO : Epoch 568 | loss: 0.00151713 | val_loss: 0.00147075 | Time: 2006.38 ms [2020-12-21 11:46:31 main:581] : INFO : Epoch 569 | loss: 0.00151792 | val_loss: 0.00146817 | Time: 1997.84 ms [2020-12-21 11:46:33 main:581] : INFO : Epoch 570 | loss: 0.00151892 | val_loss: 0.00146676 | Time: 2006.9 ms [2020-12-21 11:46:35 main:581] : INFO : Epoch 571 | loss: 0.0015211 | val_loss: 0.0014692 | Time: 2006.87 ms [2020-12-21 11:46:37 main:581] : INFO : Epoch 572 | loss: 0.00151756 | val_loss: 0.00146612 | Time: 2007.63 ms [2020-12-21 11:46:39 main:581] : INFO : Epoch 573 | loss: 0.00151495 | val_loss: 0.00146444 | Time: 2014.13 ms [2020-12-21 11:46:41 main:581] : INFO : Epoch 574 | loss: 0.00151527 | val_loss: 0.00147073 | Time: 2007.68 ms [2020-12-21 11:46:43 main:581] : INFO : Epoch 575 | loss: 0.00152329 | val_loss: 0.00146867 | Time: 2009.24 ms [2020-12-21 11:46:45 main:581] : INFO : Epoch 576 | loss: 0.00151738 | val_loss: 0.00147048 | Time: 2007.79 ms [2020-12-21 11:46:47 main:581] : INFO : Epoch 577 | loss: 0.00152492 | val_loss: 0.00148094 | Time: 2006.01 ms [2020-12-21 11:46:49 main:581] : INFO : Epoch 578 | loss: 0.00152081 | val_loss: 0.00147734 | Time: 2004.65 ms [2020-12-21 11:46:51 main:581] : INFO : Epoch 579 | loss: 0.0015184 | val_loss: 0.00146396 | Time: 1997.58 ms [2020-12-21 11:46:53 main:581] : INFO : Epoch 580 | loss: 0.00151369 | val_loss: 0.00146567 | Time: 2007.85 ms [2020-12-21 11:46:55 main:581] : INFO : Epoch 581 | loss: 0.00151438 | val_loss: 0.00147225 | Time: 2009.2 ms [2020-12-21 11:46:57 main:581] : INFO : Epoch 582 | loss: 0.00151914 | val_loss: 0.0014686 | Time: 2004.25 ms [2020-12-21 11:46:59 main:581] : INFO : Epoch 583 | loss: 0.00151356 | val_loss: 0.00146405 | Time: 2004.22 ms [2020-12-21 11:47:01 main:581] : INFO : Epoch 584 | loss: 0.00151336 | val_loss: 0.00146433 | Time: 2002.63 ms [2020-12-21 11:47:03 main:581] : INFO : Epoch 585 | loss: 0.00151369 | val_loss: 0.00147218 | Time: 2014.75 ms [2020-12-21 11:47:05 main:581] : INFO : Epoch 586 | loss: 0.00151902 | val_loss: 0.00147314 | Time: 2002.17 ms [2020-12-21 11:47:07 main:581] : INFO : Epoch 587 | loss: 0.00152066 | val_loss: 0.00147225 | Time: 2005.15 ms [2020-12-21 11:47:09 main:581] : INFO : Epoch 588 | loss: 0.00151418 | val_loss: 0.0014668 | Time: 1999.15 ms [2020-12-21 11:47:11 main:581] : INFO : Epoch 589 | loss: 0.00151653 | val_loss: 0.00146303 | Time: 2006.01 ms [2020-12-21 11:47:13 main:581] : INFO : Epoch 590 | loss: 0.00151518 | val_loss: 0.00146788 | Time: 2005.6 ms [2020-12-21 11:47:15 main:581] : INFO : Epoch 591 | loss: 0.00151764 | val_loss: 0.00146165 | Time: 2007.83 ms [2020-12-21 11:47:17 main:581] : INFO : Epoch 592 | loss: 0.00151327 | val_loss: 0.00146417 | Time: 2002.66 ms [2020-12-21 11:47:19 main:581] : INFO : Epoch 593 | loss: 0.00151219 | val_loss: 0.00146371 | Time: 1996.61 ms [2020-12-21 11:47:21 main:581] : INFO : Epoch 594 | loss: 0.00151356 | val_loss: 0.00146129 | Time: 2003.79 ms [2020-12-21 11:47:23 main:581] : INFO : Epoch 595 | loss: 0.00151252 | val_loss: 0.00146369 | Time: 2006.1 ms [2020-12-21 11:47:25 main:581] : INFO : Epoch 596 | loss: 0.00151231 | val_loss: 0.00146193 | Time: 2003.42 ms [2020-12-21 11:47:27 main:581] : INFO : Epoch 597 | loss: 0.00151023 | val_loss: 0.00146196 | Time: 2015.19 ms [2020-12-21 11:47:29 main:581] : INFO : Epoch 598 | loss: 0.00151386 | val_loss: 0.00146103 | Time: 1997.72 ms [2020-12-21 11:47:31 main:581] : INFO : Epoch 599 | loss: 0.0015116 | val_loss: 0.00146547 | Time: 2002.94 ms [2020-12-21 11:47:33 main:581] : INFO : Epoch 600 | loss: 0.00151445 | val_loss: 0.00146531 | Time: 2007.5 ms [2020-12-21 11:47:35 main:581] : INFO : Epoch 601 | loss: 0.0015144 | val_loss: 0.00146627 | Time: 2007.93 ms [2020-12-21 11:47:37 main:581] : INFO : Epoch 602 | loss: 0.00151717 | val_loss: 0.00146562 | Time: 2010.1 ms [2020-12-21 11:47:39 main:581] : INFO : Epoch 603 | loss: 0.00151253 | val_loss: 0.00146723 | Time: 2005.11 ms [2020-12-21 11:47:41 main:581] : INFO : Epoch 604 | loss: 0.00151337 | val_loss: 0.00146752 | Time: 2006.64 ms [2020-12-21 11:47:43 main:581] : INFO : Epoch 605 | loss: 0.00151464 | val_loss: 0.00146344 | Time: 2007.09 ms [2020-12-21 11:47:45 main:581] : INFO : Epoch 606 | loss: 0.00151512 | val_loss: 0.00147711 | Time: 2005.24 ms [2020-12-21 11:47:47 main:581] : INFO : Epoch 607 | loss: 0.00151541 | val_loss: 0.00146137 | Time: 2006.33 ms [2020-12-21 11:47:49 main:581] : INFO : Epoch 608 | loss: 0.00151141 | val_loss: 0.00146524 | Time: 1998.61 ms [2020-12-21 11:47:51 main:581] : INFO : Epoch 609 | loss: 0.00151256 | val_loss: 0.00146418 | Time: 2004.17 ms [2020-12-21 11:47:53 main:581] : INFO : Epoch 610 | loss: 0.00151052 | val_loss: 0.0014617 | Time: 2004.12 ms [2020-12-21 11:47:55 main:581] : INFO : Epoch 611 | loss: 0.00151247 | val_loss: 0.0014679 | Time: 2003.22 ms [2020-12-21 11:47:57 main:581] : INFO : Epoch 612 | loss: 0.00151925 | val_loss: 0.00146623 | Time: 1996.73 ms [2020-12-21 11:47:59 main:581] : INFO : Epoch 613 | loss: 0.00151515 | val_loss: 0.00146665 | Time: 2005.73 ms [2020-12-21 11:48:01 main:581] : INFO : Epoch 614 | loss: 0.00151704 | val_loss: 0.00147032 | Time: 2006.2 ms [2020-12-21 11:48:03 main:581] : INFO : Epoch 615 | loss: 0.00151555 | val_loss: 0.00146171 | Time: 2003.62 ms [2020-12-21 11:48:05 main:581] : INFO : Epoch 616 | loss: 0.00151212 | val_loss: 0.00146584 | Time: 2005.85 ms [2020-12-21 11:48:07 main:581] : INFO : Epoch 617 | loss: 0.00151101 | val_loss: 0.00147073 | Time: 2003.82 ms [2020-12-21 11:48:09 main:581] : INFO : Epoch 618 | loss: 0.00151738 | val_loss: 0.00146429 | Time: 1999.8 ms [2020-12-21 11:48:11 main:581] : INFO : Epoch 619 | loss: 0.00151828 | val_loss: 0.001471 | Time: 2005.4 ms [2020-12-21 11:48:13 main:581] : INFO : Epoch 620 | loss: 0.00151091 | val_loss: 0.00146634 | Time: 2004.25 ms [2020-12-21 11:48:15 main:581] : INFO : Epoch 621 | loss: 0.00151055 | val_loss: 0.00146371 | Time: 1995.09 ms [2020-12-21 11:48:17 main:581] : INFO : Epoch 622 | loss: 0.00151442 | val_loss: 0.00146638 | Time: 2005.64 ms [2020-12-21 11:48:19 main:581] : INFO : Epoch 623 | loss: 0.00151374 | val_loss: 0.00146591 | Time: 2004.27 ms [2020-12-21 11:48:21 main:581] : INFO : Epoch 624 | loss: 0.00151505 | val_loss: 0.0014723 | Time: 1997.58 ms [2020-12-21 11:48:23 main:581] : INFO : Epoch 625 | loss: 0.00151571 | val_loss: 0.00146768 | Time: 2003.81 ms [2020-12-21 11:48:25 main:581] : INFO : Epoch 626 | loss: 0.00151416 | val_loss: 0.00146844 | Time: 2006.2 ms [2020-12-21 11:48:27 main:581] : INFO : Epoch 627 | loss: 0.00151585 | val_loss: 0.00146752 | Time: 2005.93 ms [2020-12-21 11:48:29 main:581] : INFO : Epoch 628 | loss: 0.00151553 | val_loss: 0.00147154 | Time: 2004.25 ms [2020-12-21 11:48:31 main:581] : INFO : Epoch 629 | loss: 0.00151108 | val_loss: 0.00146245 | Time: 2004.54 ms [2020-12-21 11:48:33 main:581] : INFO : Epoch 630 | loss: 0.00150935 | val_loss: 0.00146242 | Time: 1982.14 ms [2020-12-21 11:48:35 main:581] : INFO : Epoch 631 | loss: 0.00151188 | val_loss: 0.00146408 | Time: 2003.11 ms [2020-12-21 11:48:37 main:581] : INFO : Epoch 632 | loss: 0.00151355 | val_loss: 0.00146261 | Time: 2003.06 ms [2020-12-21 11:48:39 main:581] : INFO : Epoch 633 | loss: 0.00151143 | val_loss: 0.00146371 | Time: 2004.81 ms [2020-12-21 11:48:41 main:581] : INFO : Epoch 634 | loss: 0.00151473 | val_loss: 0.00146854 | Time: 1998.83 ms [2020-12-21 11:48:43 main:581] : INFO : Epoch 635 | loss: 0.00151123 | val_loss: 0.0014624 | Time: 2003.51 ms [2020-12-21 11:48:45 main:581] : INFO : Epoch 636 | loss: 0.00152176 | val_loss: 0.00148905 | Time: 1998.1 ms [2020-12-21 11:48:47 main:581] : INFO : Epoch 637 | loss: 0.00152982 | val_loss: 0.00147889 | Time: 2003.49 ms [2020-12-21 11:48:49 main:581] : INFO : Epoch 638 | loss: 0.00151813 | val_loss: 0.00146642 | Time: 2005.95 ms [2020-12-21 11:48:51 main:581] : INFO : Epoch 639 | loss: 0.00151764 | val_loss: 0.00146461 | Time: 1994.98 ms [2020-12-21 11:48:53 main:581] : INFO : Epoch 640 | loss: 0.00151239 | val_loss: 0.00146329 | Time: 2010.12 ms [2020-12-21 11:48:55 main:581] : INFO : Epoch 641 | loss: 0.0015132 | val_loss: 0.00146844 | Time: 2007.21 ms [2020-12-21 11:48:57 main:581] : INFO : Epoch 642 | loss: 0.00151885 | val_loss: 0.00147024 | Time: 2008.43 ms [2020-12-21 11:48:59 main:581] : INFO : Epoch 643 | loss: 0.00151764 | val_loss: 0.00147092 | Time: 2007.14 ms [2020-12-21 11:49:01 main:581] : INFO : Epoch 644 | loss: 0.00151118 | val_loss: 0.00146401 | Time: 2007.86 ms [2020-12-21 11:49:03 main:581] : INFO : Epoch 645 | loss: 0.00151029 | val_loss: 0.00147898 | Time: 2005.88 ms [2020-12-21 11:49:05 main:581] : INFO : Epoch 646 | loss: 0.0015145 | val_loss: 0.00147711 | Time: 2002.12 ms [2020-12-21 11:49:07 main:581] : INFO : Epoch 647 | loss: 0.00151539 | val_loss: 0.00147107 | Time: 2008.35 ms [2020-12-21 11:49:09 main:581] : INFO : Epoch 648 | loss: 0.00151567 | val_loss: 0.00146752 | Time: 2008.45 ms [2020-12-21 11:49:11 main:581] : INFO : Epoch 649 | loss: 0.00151312 | val_loss: 0.00147033 | Time: 2007.16 ms [2020-12-21 11:49:13 main:581] : INFO : Epoch 650 | loss: 0.00151396 | val_loss: 0.00147409 | Time: 2004.37 ms [2020-12-21 11:49:15 main:581] : INFO : Epoch 651 | loss: 0.00151473 | val_loss: 0.00147429 | Time: 2007.39 ms [2020-12-21 11:49:17 main:581] : INFO : Epoch 652 | loss: 0.00151204 | val_loss: 0.00146834 | Time: 2005.98 ms [2020-12-21 11:49:19 main:581] : INFO : Epoch 653 | loss: 0.00151034 | val_loss: 0.00146859 | Time: 2007.23 ms [2020-12-21 11:49:21 main:581] : INFO : Epoch 654 | loss: 0.00150949 | val_loss: 0.00146193 | Time: 2013.48 ms [2020-12-21 11:49:23 main:581] : INFO : Epoch 655 | loss: 0.00150947 | val_loss: 0.00147061 | Time: 1998.59 ms [2020-12-21 11:49:25 main:581] : INFO : Epoch 656 | loss: 0.00152039 | val_loss: 0.0014847 | Time: 2007.21 ms [2020-12-21 11:49:27 main:581] : INFO : Epoch 657 | loss: 0.00151502 | val_loss: 0.00146641 | Time: 2005.49 ms [2020-12-21 11:49:29 main:581] : INFO : Epoch 658 | loss: 0.00151071 | val_loss: 0.00146463 | Time: 2001.5 ms [2020-12-21 11:49:31 main:581] : INFO : Epoch 659 | loss: 0.00151146 | val_loss: 0.00146534 | Time: 2008.72 ms [2020-12-21 11:49:33 main:581] : INFO : Epoch 660 | loss: 0.00151044 | val_loss: 0.00146511 | Time: 2007.95 ms [2020-12-21 11:49:35 main:581] : INFO : Epoch 661 | loss: 0.00151467 | val_loss: 0.00147555 | Time: 2007.15 ms [2020-12-21 11:49:37 main:581] : INFO : Epoch 662 | loss: 0.00151593 | val_loss: 0.00147234 | Time: 2006.12 ms [2020-12-21 11:49:39 main:581] : INFO : Epoch 663 | loss: 0.00151325 | val_loss: 0.0014629 | Time: 2006.13 ms [2020-12-21 11:49:41 main:581] : INFO : Epoch 664 | loss: 0.00150887 | val_loss: 0.00146333 | Time: 2007.66 ms [2020-12-21 11:49:43 main:581] : INFO : Epoch 665 | loss: 0.00150894 | val_loss: 0.00146631 | Time: 2003.04 ms [2020-12-21 11:49:45 main:581] : INFO : Epoch 666 | loss: 0.00151202 | val_loss: 0.00146604 | Time: 2006.12 ms [2020-12-21 11:49:47 main:581] : INFO : Epoch 667 | loss: 0.00151479 | val_loss: 0.00147181 | Time: 2006.08 ms [2020-12-21 11:49:49 main:581] : INFO : Epoch 668 | loss: 0.0015137 | val_loss: 0.00146695 | Time: 2003.73 ms [2020-12-21 11:49:51 main:581] : INFO : Epoch 669 | loss: 0.00151333 | val_loss: 0.00146966 | Time: 2004.53 ms [2020-12-21 11:49:53 main:581] : INFO : Epoch 670 | loss: 0.00151144 | val_loss: 0.00146294 | Time: 2009.44 ms [2020-12-21 11:49:55 main:581] : INFO : Epoch 671 | loss: 0.00151061 | val_loss: 0.00146617 | Time: 2007.85 ms [2020-12-21 11:49:57 main:581] : INFO : Epoch 672 | loss: 0.00151181 | val_loss: 0.00146486 | Time: 2009.13 ms [2020-12-21 11:49:59 main:581] : INFO : Epoch 673 | loss: 0.0015117 | val_loss: 0.00146468 | Time: 2005.18 ms [2020-12-21 11:50:01 main:581] : INFO : Epoch 674 | loss: 0.00151191 | val_loss: 0.00146773 | Time: 2009.08 ms [2020-12-21 11:50:03 main:581] : INFO : Epoch 675 | loss: 0.00151131 | val_loss: 0.0014697 | Time: 2005.82 ms [2020-12-21 11:50:05 main:581] : INFO : Epoch 676 | loss: 0.00151695 | val_loss: 0.00146593 | Time: 2011.7 ms [2020-12-21 11:50:07 main:581] : INFO : Epoch 677 | loss: 0.00151466 | val_loss: 0.00146483 | Time: 1998.76 ms [2020-12-21 11:50:09 main:581] : INFO : Epoch 678 | loss: 0.00151073 | val_loss: 0.00146511 | Time: 2010.72 ms [2020-12-21 11:50:11 main:581] : INFO : Epoch 679 | loss: 0.00151065 | val_loss: 0.0014628 | Time: 2015.39 ms [2020-12-21 11:50:13 main:581] : INFO : Epoch 680 | loss: 0.0015136 | val_loss: 0.00146815 | Time: 1997.18 ms [2020-12-21 11:50:15 main:581] : INFO : Epoch 681 | loss: 0.00151234 | val_loss: 0.00146495 | Time: 2000.7 ms [2020-12-21 11:50:17 main:581] : INFO : Epoch 682 | loss: 0.00150972 | val_loss: 0.00146271 | Time: 2015.98 ms [2020-12-21 11:50:19 main:581] : INFO : Epoch 683 | loss: 0.00151343 | val_loss: 0.00146611 | Time: 2006.48 ms [2020-12-21 11:50:21 main:581] : INFO : Epoch 684 | loss: 0.00151651 | val_loss: 0.00146828 | Time: 2010.18 ms [2020-12-21 11:50:23 main:581] : INFO : Epoch 685 | loss: 0.00151539 | val_loss: 0.00146959 | Time: 2000 ms [2020-12-21 11:50:25 main:581] : INFO : Epoch 686 | loss: 0.00151128 | val_loss: 0.00146685 | Time: 2008.18 ms [2020-12-21 11:50:27 main:581] : INFO : Epoch 687 | loss: 0.00151329 | val_loss: 0.00146542 | Time: 2016.13 ms [2020-12-21 11:50:29 main:581] : INFO : Epoch 688 | loss: 0.00151264 | val_loss: 0.00146586 | Time: 2007.15 ms [2020-12-21 11:50:31 main:581] : INFO : Epoch 689 | loss: 0.00150823 | val_loss: 0.00146301 | Time: 2008.14 ms [2020-12-21 11:50:33 main:581] : INFO : Epoch 690 | loss: 0.00151007 | val_loss: 0.00146411 | Time: 1998.82 ms [2020-12-21 11:50:35 main:581] : INFO : Epoch 691 | loss: 0.00151064 | val_loss: 0.00146231 | Time: 2009.48 ms [2020-12-21 11:50:37 main:581] : INFO : Epoch 692 | loss: 0.00151414 | val_loss: 0.00146535 | Time: 2008.45 ms [2020-12-21 11:50:39 main:581] : INFO : Epoch 693 | loss: 0.00151523 | val_loss: 0.00146956 | Time: 2010.04 ms [2020-12-21 11:50:41 main:581] : INFO : Epoch 694 | loss: 0.00151286 | val_loss: 0.00146236 | Time: 2008.88 ms [2020-12-21 11:50:43 main:581] : INFO : Epoch 695 | loss: 0.00151121 | val_loss: 0.00146775 | Time: 2008.21 ms [2020-12-21 11:50:45 main:581] : INFO : Epoch 696 | loss: 0.00151148 | val_loss: 0.00146625 | Time: 2006.5 ms [2020-12-21 11:50:47 main:581] : INFO : Epoch 697 | loss: 0.00150912 | val_loss: 0.00146292 | Time: 2009.52 ms [2020-12-21 11:50:49 main:581] : INFO : Epoch 698 | loss: 0.00150941 | val_loss: 0.00146805 | Time: 2010.46 ms [2020-12-21 11:50:51 main:581] : INFO : Epoch 699 | loss: 0.00151374 | val_loss: 0.0014698 | Time: 2009.27 ms [2020-12-21 11:50:53 main:581] : INFO : Epoch 700 | loss: 0.00151298 | val_loss: 0.00146818 | Time: 2005.55 ms [2020-12-21 11:50:55 main:581] : INFO : Epoch 701 | loss: 0.00151532 | val_loss: 0.00146063 | Time: 2008.18 ms [2020-12-21 11:50:57 main:581] : INFO : Epoch 702 | loss: 0.0015114 | val_loss: 0.00146175 | Time: 2006.53 ms [2020-12-21 11:50:59 main:581] : INFO : Epoch 703 | loss: 0.00151055 | val_loss: 0.00146322 | Time: 2007.78 ms [2020-12-21 11:51:01 main:581] : INFO : Epoch 704 | loss: 0.00151065 | val_loss: 0.0014613 | Time: 2009.25 ms [2020-12-21 11:51:03 main:581] : INFO : Epoch 705 | loss: 0.00150694 | val_loss: 0.00146191 | Time: 2004.39 ms [2020-12-21 11:51:05 main:581] : INFO : Epoch 706 | loss: 0.00150797 | val_loss: 0.00146627 | Time: 2008.58 ms [2020-12-21 11:51:07 main:581] : INFO : Epoch 707 | loss: 0.00150947 | val_loss: 0.00146549 | Time: 2007.54 ms [2020-12-21 11:51:09 main:581] : INFO : Epoch 708 | loss: 0.00151 | val_loss: 0.00146334 | Time: 2012.36 ms [2020-12-21 11:51:11 main:581] : INFO : Epoch 709 | loss: 0.00151533 | val_loss: 0.00148089 | Time: 2011.45 ms [2020-12-21 11:51:14 main:581] : INFO : Epoch 710 | loss: 0.0015122 | val_loss: 0.00146217 | Time: 2013.53 ms [2020-12-21 11:51:16 main:581] : INFO : Epoch 711 | loss: 0.00150862 | val_loss: 0.00146561 | Time: 2011.97 ms [2020-12-21 11:51:18 main:581] : INFO : Epoch 712 | loss: 0.00150983 | val_loss: 0.00146128 | Time: 2012.53 ms [2020-12-21 11:51:20 main:581] : INFO : Epoch 713 | loss: 0.00150726 | val_loss: 0.00146028 | Time: 2010.86 ms [2020-12-21 11:51:22 main:581] : INFO : Epoch 714 | loss: 0.00150986 | val_loss: 0.00147289 | Time: 2012.72 ms [2020-12-21 11:51:24 main:581] : INFO : Epoch 715 | loss: 0.00151343 | val_loss: 0.00146517 | Time: 2012.05 ms [2020-12-21 11:51:26 main:581] : INFO : Epoch 716 | loss: 0.00151559 | val_loss: 0.00148515 | Time: 2010.99 ms [2020-12-21 11:51:28 main:581] : INFO : Epoch 717 | loss: 0.00151599 | val_loss: 0.00146616 | Time: 2011.59 ms [2020-12-21 11:51:30 main:581] : INFO : Epoch 718 | loss: 0.00151518 | val_loss: 0.00146683 | Time: 2011.23 ms [2020-12-21 11:51:32 main:581] : INFO : Epoch 719 | loss: 0.00151181 | val_loss: 0.00146099 | Time: 2010.58 ms [2020-12-21 11:51:34 main:581] : INFO : Epoch 720 | loss: 0.00151015 | val_loss: 0.0014709 | Time: 2008.92 ms [2020-12-21 11:51:36 main:581] : INFO : Epoch 721 | loss: 0.00151066 | val_loss: 0.00146505 | Time: 2009.08 ms [2020-12-21 11:51:38 main:581] : INFO : Epoch 722 | loss: 0.00151369 | val_loss: 0.0014695 | Time: 2009.35 ms [2020-12-21 11:51:40 main:581] : INFO : Epoch 723 | loss: 0.00151328 | val_loss: 0.00146275 | Time: 1999.88 ms [2020-12-21 11:51:42 main:581] : INFO : Epoch 724 | loss: 0.00150906 | val_loss: 0.00147008 | Time: 2017.63 ms [2020-12-21 11:51:44 main:581] : INFO : Epoch 725 | loss: 0.00151034 | val_loss: 0.00146328 | Time: 2015.2 ms [2020-12-21 11:51:46 main:581] : INFO : Epoch 726 | loss: 0.00151004 | val_loss: 0.00146549 | Time: 2003.26 ms [2020-12-21 11:51:48 main:581] : INFO : Epoch 727 | loss: 0.00151054 | val_loss: 0.00146534 | Time: 2009.98 ms [2020-12-21 11:51:50 main:581] : INFO : Epoch 728 | loss: 0.00152184 | val_loss: 0.00147951 | Time: 2007.78 ms [2020-12-21 11:51:52 main:581] : INFO : Epoch 729 | loss: 0.00152067 | val_loss: 0.00147363 | Time: 2015.82 ms [2020-12-21 11:51:54 main:581] : INFO : Epoch 730 | loss: 0.00152351 | val_loss: 0.00147289 | Time: 2011.29 ms [2020-12-21 11:51:56 main:581] : INFO : Epoch 731 | loss: 0.00152084 | val_loss: 0.00146822 | Time: 2003.09 ms [2020-12-21 11:51:58 main:581] : INFO : Epoch 732 | loss: 0.00151599 | val_loss: 0.0014769 | Time: 2011.75 ms [2020-12-21 11:52:00 main:581] : INFO : Epoch 733 | loss: 0.00152008 | val_loss: 0.00146906 | Time: 2003.02 ms [2020-12-21 11:52:02 main:581] : INFO : Epoch 734 | loss: 0.001516 | val_loss: 0.00146773 | Time: 2000.35 ms [2020-12-21 11:52:04 main:581] : INFO : Epoch 735 | loss: 0.00152213 | val_loss: 0.00148182 | Time: 2012.33 ms [2020-12-21 11:52:06 main:581] : INFO : Epoch 736 | loss: 0.00151834 | val_loss: 0.00146557 | Time: 2006.81 ms [2020-12-21 11:52:08 main:581] : INFO : Epoch 737 | loss: 0.00151548 | val_loss: 0.00148104 | Time: 2010.97 ms [2020-12-21 11:52:10 main:581] : INFO : Epoch 738 | loss: 0.00152108 | val_loss: 0.00146661 | Time: 2010.09 ms [2020-12-21 11:52:12 main:581] : INFO : Epoch 739 | loss: 0.00151519 | val_loss: 0.00146475 | Time: 2009.39 ms [2020-12-21 11:52:14 main:581] : INFO : Epoch 740 | loss: 0.00151113 | val_loss: 0.00146323 | Time: 2013.39 ms [2020-12-21 11:52:16 main:581] : INFO : Epoch 741 | loss: 0.00150894 | val_loss: 0.00146197 | Time: 2019.86 ms [2020-12-21 11:52:18 main:581] : INFO : Epoch 742 | loss: 0.00151027 | val_loss: 0.00146538 | Time: 2011.88 ms [2020-12-21 11:52:20 main:581] : INFO : Epoch 743 | loss: 0.00151108 | val_loss: 0.00146771 | Time: 2011.39 ms [2020-12-21 11:52:22 main:581] : INFO : Epoch 744 | loss: 0.00151267 | val_loss: 0.0014623 | Time: 2010.86 ms [2020-12-21 11:52:24 main:581] : INFO : Epoch 745 | loss: 0.00151017 | val_loss: 0.00146462 | Time: 2012.01 ms [2020-12-21 11:52:26 main:581] : INFO : Epoch 746 | loss: 0.00150992 | val_loss: 0.00147581 | Time: 2012.45 ms [2020-12-21 11:52:28 main:581] : INFO : Epoch 747 | loss: 0.00151322 | val_loss: 0.001466 | Time: 2014.8 ms [2020-12-21 11:52:30 main:581] : INFO : Epoch 748 | loss: 0.00151277 | val_loss: 0.00146203 | Time: 2015.04 ms [2020-12-21 11:52:32 main:581] : INFO : Epoch 749 | loss: 0.00150724 | val_loss: 0.00146381 | Time: 2014.14 ms [2020-12-21 11:52:34 main:581] : INFO : Epoch 750 | loss: 0.00150944 | val_loss: 0.00146529 | Time: 2016.99 ms [2020-12-21 11:52:36 main:581] : INFO : Epoch 751 | loss: 0.00151287 | val_loss: 0.00146337 | Time: 2012.72 ms [2020-12-21 11:52:38 main:581] : INFO : Epoch 752 | loss: 0.00151466 | val_loss: 0.00146361 | Time: 2014.25 ms [2020-12-21 11:52:40 main:581] : INFO : Epoch 753 | loss: 0.00150783 | val_loss: 0.00146161 | Time: 2014.08 ms [2020-12-21 11:52:42 main:581] : INFO : Epoch 754 | loss: 0.00150989 | val_loss: 0.00146695 | Time: 2012.8 ms [2020-12-21 11:52:44 main:581] : INFO : Epoch 755 | loss: 0.00150868 | val_loss: 0.00146157 | Time: 2003.85 ms [2020-12-21 11:52:46 main:581] : INFO : Epoch 756 | loss: 0.00150948 | val_loss: 0.00146693 | Time: 2023.26 ms [2020-12-21 11:52:48 main:581] : INFO : Epoch 757 | loss: 0.00151373 | val_loss: 0.00146321 | Time: 2021.38 ms [2020-12-21 11:52:50 main:581] : INFO : Epoch 758 | loss: 0.0015102 | val_loss: 0.00146643 | Time: 2013.72 ms [2020-12-21 11:52:52 main:581] : INFO : Epoch 759 | loss: 0.00151125 | val_loss: 0.00146308 | Time: 2023.97 ms [2020-12-21 11:52:54 main:581] : INFO : Epoch 760 | loss: 0.00151733 | val_loss: 0.0014623 | Time: 2013.55 ms [2020-12-21 11:52:56 main:581] : INFO : Epoch 761 | loss: 0.00458424 | val_loss: 0.00746884 | Time: 2005.51 ms [2020-12-21 11:52:58 main:581] : INFO : Epoch 762 | loss: 0.0035042 | val_loss: 0.00223791 | Time: 2012.53 ms [2020-12-21 11:53:00 main:581] : INFO : Epoch 763 | loss: 0.00211306 | val_loss: 0.00189391 | Time: 2011.64 ms [2020-12-21 11:53:02 main:581] : INFO : Epoch 764 | loss: 0.00179099 | val_loss: 0.00164504 | Time: 2012.29 ms [2020-12-21 11:53:04 main:581] : INFO : Epoch 765 | loss: 0.00166359 | val_loss: 0.00157839 | Time: 2016.02 ms [2020-12-21 11:53:06 main:581] : INFO : Epoch 766 | loss: 0.00162538 | val_loss: 0.00164009 | Time: 2015.67 ms [2020-12-21 11:53:08 main:581] : INFO : Epoch 767 | loss: 0.00164532 | val_loss: 0.0015593 | Time: 2014.2 ms [2020-12-21 11:53:10 main:581] : INFO : Epoch 768 | loss: 0.00160584 | val_loss: 0.00153627 | Time: 2012.28 ms [2020-12-21 11:53:12 main:581] : INFO : Epoch 769 | loss: 0.00158507 | val_loss: 0.00154982 | Time: 2017.45 ms [2020-12-21 11:53:14 main:581] : INFO : Epoch 770 | loss: 0.00159649 | val_loss: 0.00152386 | Time: 2019.25 ms [2020-12-21 11:53:16 main:581] : INFO : Epoch 771 | loss: 0.00158373 | val_loss: 0.00151565 | Time: 2004.77 ms [2020-12-21 11:53:18 main:581] : INFO : Epoch 772 | loss: 0.00156172 | val_loss: 0.00149076 | Time: 2010.35 ms [2020-12-21 11:53:20 main:581] : INFO : Epoch 773 | loss: 0.00155487 | val_loss: 0.00149194 | Time: 2012.25 ms [2020-12-21 11:53:22 main:581] : INFO : Epoch 774 | loss: 0.00154694 | val_loss: 0.0014856 | Time: 2010.57 ms [2020-12-21 11:53:24 main:581] : INFO : Epoch 775 | loss: 0.00154124 | val_loss: 0.0014855 | Time: 2013.46 ms [2020-12-21 11:53:26 main:581] : INFO : Epoch 776 | loss: 0.00153831 | val_loss: 0.00148961 | Time: 2012.43 ms [2020-12-21 11:53:28 main:581] : INFO : Epoch 777 | loss: 0.00153838 | val_loss: 0.00148547 | Time: 2012.38 ms [2020-12-21 11:53:30 main:581] : INFO : Epoch 778 | loss: 0.0015375 | val_loss: 0.0014833 | Time: 2011.81 ms [2020-12-21 11:53:32 main:581] : INFO : Epoch 779 | loss: 0.00153552 | val_loss: 0.00148152 | Time: 2013.76 ms [2020-12-21 11:53:34 main:581] : INFO : Epoch 780 | loss: 0.00153387 | val_loss: 0.0014813 | Time: 2012.94 ms [2020-12-21 11:53:36 main:581] : INFO : Epoch 781 | loss: 0.00153388 | val_loss: 0.00147952 | Time: 2013.04 ms [2020-12-21 11:53:38 main:581] : INFO : Epoch 782 | loss: 0.00153581 | val_loss: 0.00148222 | Time: 2013.59 ms [2020-12-21 11:53:40 main:581] : INFO : Epoch 783 | loss: 0.00153605 | val_loss: 0.00148326 | Time: 2011.87 ms [2020-12-21 11:53:42 main:581] : INFO : Epoch 784 | loss: 0.00153372 | val_loss: 0.00147923 | Time: 2011.13 ms [2020-12-21 11:53:44 main:581] : INFO : Epoch 785 | loss: 0.00153567 | val_loss: 0.00148588 | Time: 2004.13 ms [2020-12-21 11:53:46 main:581] : INFO : Epoch 786 | loss: 0.00153236 | val_loss: 0.00147838 | Time: 2010.1 ms [2020-12-21 11:53:48 main:581] : INFO : Epoch 787 | loss: 0.00153129 | val_loss: 0.00147883 | Time: 2011.76 ms [2020-12-21 11:53:50 main:581] : INFO : Epoch 788 | loss: 0.0015322 | val_loss: 0.001477 | Time: 2014.45 ms [2020-12-21 11:53:52 main:581] : INFO : Epoch 789 | loss: 0.0015308 | val_loss: 0.00147671 | Time: 2014.55 ms [2020-12-21 11:53:54 main:581] : INFO : Epoch 790 | loss: 0.00153196 | val_loss: 0.00147899 | Time: 2015.45 ms [2020-12-21 11:53:56 main:581] : INFO : Epoch 791 | loss: 0.0015318 | val_loss: 0.00147668 | Time: 2012.32 ms [2020-12-21 11:53:59 main:581] : INFO : Epoch 792 | loss: 0.00152963 | val_loss: 0.00148114 | Time: 2010.87 ms [2020-12-21 11:54:01 main:581] : INFO : Epoch 793 | loss: 0.00152983 | val_loss: 0.00147771 | Time: 2013.69 ms [2020-12-21 11:54:03 main:581] : INFO : Epoch 794 | loss: 0.00152872 | val_loss: 0.00147668 | Time: 2015.28 ms [2020-12-21 11:54:05 main:581] : INFO : Epoch 795 | loss: 0.00153391 | val_loss: 0.00149646 | Time: 2016.42 ms [2020-12-21 11:54:07 main:581] : INFO : Epoch 796 | loss: 0.00153964 | val_loss: 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0.00147212 | Time: 2016.04 ms [2020-12-21 11:54:27 main:581] : INFO : Epoch 806 | loss: 0.00152685 | val_loss: 0.00146941 | Time: 2013.1 ms [2020-12-21 11:54:29 main:581] : INFO : Epoch 807 | loss: 0.00152447 | val_loss: 0.00147362 | Time: 2002.07 ms [2020-12-21 11:54:31 main:581] : INFO : Epoch 808 | loss: 0.00152404 | val_loss: 0.00146779 | Time: 2020.65 ms [2020-12-21 11:54:33 main:581] : INFO : Epoch 809 | loss: 0.00152379 | val_loss: 0.00146832 | Time: 2015.35 ms [2020-12-21 11:54:35 main:581] : INFO : Epoch 810 | loss: 0.00152381 | val_loss: 0.0014669 | Time: 2017.38 ms [2020-12-21 11:54:37 main:581] : INFO : Epoch 811 | loss: 0.00152335 | val_loss: 0.0014723 | Time: 2022.97 ms [2020-12-21 11:54:39 main:581] : INFO : Epoch 812 | loss: 0.00152851 | val_loss: 0.00147466 | Time: 2015.86 ms [2020-12-21 11:54:41 main:581] : INFO : Epoch 813 | loss: 0.00152864 | val_loss: 0.00147861 | Time: 2012.41 ms [2020-12-21 11:54:43 main:581] : INFO : Epoch 814 | loss: 0.00153009 | val_loss: 0.00147574 | Time: 2006.58 ms [2020-12-21 11:54:45 main:581] : INFO : Epoch 815 | loss: 0.00152944 | val_loss: 0.00147351 | Time: 2015.85 ms [2020-12-21 11:54:47 main:581] : INFO : Epoch 816 | loss: 0.00152651 | val_loss: 0.0014699 | Time: 2010.39 ms [2020-12-21 11:54:49 main:581] : INFO : Epoch 817 | loss: 0.0015246 | val_loss: 0.00147212 | Time: 2012.63 ms [2020-12-21 11:54:51 main:581] : INFO : Epoch 818 | loss: 0.00152411 | val_loss: 0.00147372 | Time: 2012.86 ms [2020-12-21 11:54:53 main:581] : INFO : Epoch 819 | loss: 0.0015267 | val_loss: 0.00147253 | Time: 2014.59 ms [2020-12-21 11:54:55 main:581] : INFO : Epoch 820 | loss: 0.00154218 | val_loss: 0.00162801 | Time: 2022.29 ms [2020-12-21 11:54:57 main:581] : INFO : Epoch 821 | loss: 0.00162755 | val_loss: 0.00152979 | Time: 2017.23 ms [2020-12-21 11:54:59 main:581] : INFO : Epoch 822 | loss: 0.00157549 | val_loss: 0.00149437 | Time: 2016.88 ms [2020-12-21 11:55:01 main:581] : INFO : Epoch 823 | loss: 0.00154541 | val_loss: 0.00148557 | Time: 2015.22 ms [2020-12-21 11:55:03 main:581] : INFO : Epoch 824 | loss: 0.00153662 | val_loss: 0.00148323 | Time: 2015.19 ms [2020-12-21 11:55:05 main:581] : INFO : Epoch 825 | loss: 0.00153241 | val_loss: 0.00147604 | Time: 2016.24 ms [2020-12-21 11:55:07 main:581] : INFO : Epoch 826 | loss: 0.00153094 | val_loss: 0.00148438 | Time: 2010.1 ms [2020-12-21 11:55:09 main:581] : INFO : Epoch 827 | loss: 0.00153574 | val_loss: 0.00148222 | Time: 2012.46 ms [2020-12-21 11:55:11 main:581] : INFO : Epoch 828 | loss: 0.00153145 | val_loss: 0.00147458 | Time: 2012.95 ms [2020-12-21 11:55:13 main:581] : INFO : Epoch 829 | loss: 0.00152346 | val_loss: 0.00146379 | Time: 2027.26 ms [2020-12-21 11:55:15 main:581] : INFO : Epoch 830 | loss: 0.00152498 | val_loss: 0.00146804 | Time: 2015.66 ms [2020-12-21 11:55:17 main:581] : INFO : Epoch 831 | loss: 0.00151133 | val_loss: 0.00145011 | Time: 2013.38 ms [2020-12-21 11:55:19 main:581] : INFO : Epoch 832 | loss: 0.00150633 | val_loss: 0.00145134 | Time: 1959.98 ms [2020-12-21 11:55:21 main:581] : INFO : Epoch 833 | loss: 0.00150423 | val_loss: 0.00145369 | Time: 2003.27 ms [2020-12-21 11:55:23 main:581] : INFO : Epoch 834 | loss: 0.00150694 | val_loss: 0.00144876 | Time: 2020.3 ms [2020-12-21 11:55:25 main:581] : INFO : Epoch 835 | loss: 0.00150238 | val_loss: 0.00144866 | Time: 1992.09 ms [2020-12-21 11:55:27 main:581] : INFO : Epoch 836 | loss: 0.00150165 | val_loss: 0.00144842 | Time: 2004.04 ms [2020-12-21 11:55:29 main:581] : INFO : Epoch 837 | loss: 0.00150366 | val_loss: 0.00145207 | Time: 2009.1 ms [2020-12-21 11:55:31 main:581] : INFO : Epoch 838 | loss: 0.001502 | val_loss: 0.00144771 | Time: 2011.53 ms [2020-12-21 11:55:33 main:581] : INFO : Epoch 839 | loss: 0.00150058 | val_loss: 0.00144537 | Time: 2011.32 ms [2020-12-21 11:55:35 main:581] : INFO : Epoch 840 | loss: 0.0015003 | val_loss: 0.00144949 | Time: 1978.09 ms [2020-12-21 11:55:37 main:581] : INFO : Epoch 841 | loss: 0.00150164 | val_loss: 0.00144622 | Time: 1973.43 ms [2020-12-21 11:55:39 main:581] : INFO : Epoch 842 | loss: 0.00150236 | val_loss: 0.00145276 | Time: 1958.89 ms [2020-12-21 11:55:41 main:581] : INFO : Epoch 843 | loss: 0.00150368 | val_loss: 0.00144764 | Time: 2027.95 ms [2020-12-21 11:55:43 main:581] : INFO : Epoch 844 | loss: 0.00150115 | val_loss: 0.0014443 | Time: 2028.32 ms [2020-12-21 11:55:45 main:581] : INFO : Epoch 845 | loss: 0.00149935 | val_loss: 0.00144492 | Time: 2009.21 ms [2020-12-21 11:55:47 main:581] : INFO : Epoch 846 | loss: 0.00149905 | val_loss: 0.00144604 | Time: 2024.57 ms [2020-12-21 11:55:49 main:581] : INFO : Epoch 847 | loss: 0.00150049 | val_loss: 0.00144727 | Time: 2022.2 ms [2020-12-21 11:55:51 main:581] : INFO : Epoch 848 | loss: 0.00149985 | val_loss: 0.00144933 | Time: 2016.11 ms [2020-12-21 11:55:53 main:581] : INFO : Epoch 849 | loss: 0.00149993 | val_loss: 0.00144439 | Time: 2019.3 ms [2020-12-21 11:55:55 main:581] : INFO : Epoch 850 | loss: 0.00149959 | val_loss: 0.00144753 | Time: 2021.43 ms [2020-12-21 11:55:57 main:581] : INFO : Epoch 851 | loss: 0.00149838 | val_loss: 0.00144377 | Time: 2017.83 ms [2020-12-21 11:55:59 main:581] : INFO : Epoch 852 | loss: 0.00149923 | val_loss: 0.00144643 | Time: 2012.86 ms [2020-12-21 11:56:01 main:581] : INFO : Epoch 853 | loss: 0.00149916 | val_loss: 0.00144726 | Time: 2015.38 ms [2020-12-21 11:56:03 main:581] : INFO : Epoch 854 | loss: 0.00150035 | val_loss: 0.00145146 | Time: 2023.75 ms [2020-12-21 11:56:05 main:581] : INFO : Epoch 855 | loss: 0.00150573 | val_loss: 0.00145335 | Time: 2017.7 ms [2020-12-21 11:56:07 main:581] : INFO : Epoch 856 | loss: 0.0015115 | val_loss: 0.00145192 | Time: 2013.66 ms [2020-12-21 11:56:09 main:581] : INFO : Epoch 857 | loss: 0.00150429 | val_loss: 0.00145051 | Time: 2016.56 ms [2020-12-21 11:56:11 main:581] : INFO : Epoch 858 | loss: 0.00150308 | val_loss: 0.00145158 | Time: 2015.38 ms [2020-12-21 11:56:13 main:581] : INFO : Epoch 859 | loss: 0.00150134 | val_loss: 0.00145037 | Time: 2015.66 ms [2020-12-21 11:56:15 main:581] : INFO : Epoch 860 | loss: 0.00150046 | val_loss: 0.00144492 | Time: 2005.93 ms [2020-12-21 11:56:17 main:581] : INFO : Epoch 861 | loss: 0.00149812 | val_loss: 0.00146075 | Time: 2013.59 ms [2020-12-21 11:56:19 main:581] : INFO : Epoch 862 | loss: 0.00150197 | val_loss: 0.00144658 | Time: 2015.14 ms [2020-12-21 11:56:21 main:581] : INFO : Epoch 863 | loss: 0.00149838 | val_loss: 0.0014425 | Time: 2016.24 ms [2020-12-21 11:56:23 main:581] : INFO : Epoch 864 | loss: 0.001498 | val_loss: 0.00145147 | Time: 2014.31 ms [2020-12-21 11:56:25 main:581] : INFO : Epoch 865 | loss: 0.00149851 | val_loss: 0.00144268 | Time: 2015.87 ms [2020-12-21 11:56:27 main:581] : INFO : Epoch 866 | loss: 0.0014974 | val_loss: 0.00144281 | Time: 2014.43 ms [2020-12-21 11:56:29 main:581] : INFO : Epoch 867 | loss: 0.00150086 | val_loss: 0.00145386 | Time: 2012.95 ms [2020-12-21 11:56:31 main:581] : INFO : Epoch 868 | loss: 0.0014999 | val_loss: 0.00144637 | Time: 2012.62 ms [2020-12-21 11:56:33 main:581] : INFO : Epoch 869 | loss: 0.00149965 | val_loss: 0.00144452 | Time: 2025.07 ms [2020-12-21 11:56:35 main:581] : INFO : Epoch 870 | loss: 0.00149697 | val_loss: 0.00144524 | Time: 2018.11 ms [2020-12-21 11:56:37 main:581] : INFO : Epoch 871 | loss: 0.00149671 | val_loss: 0.0014423 | Time: 2015.56 ms [2020-12-21 11:56:40 main:581] : INFO : Epoch 872 | loss: 0.00149902 | val_loss: 0.00145122 | Time: 2016.38 ms [2020-12-21 11:56:42 main:581] : INFO : Epoch 873 | loss: 0.00150213 | val_loss: 0.00144678 | Time: 2015.83 ms [2020-12-21 11:56:44 main:581] : INFO : Epoch 874 | loss: 0.00149935 | val_loss: 0.00144546 | Time: 2024.08 ms [2020-12-21 11:56:46 main:581] : INFO : Epoch 875 | loss: 0.0014992 | val_loss: 0.00144816 | Time: 2018.31 ms [2020-12-21 11:56:48 main:581] : INFO : Epoch 876 | loss: 0.00149763 | val_loss: 0.00144663 | Time: 2006.56 ms [2020-12-21 11:56:50 main:581] : INFO : Epoch 877 | loss: 0.00149923 | val_loss: 0.00145692 | Time: 2014.49 ms [2020-12-21 11:56:52 main:581] : INFO : Epoch 878 | loss: 0.0015061 | val_loss: 0.00144934 | Time: 2015.82 ms [2020-12-21 11:56:54 main:581] : INFO : Epoch 879 | loss: 0.00149919 | val_loss: 0.00144264 | Time: 2014.74 ms [2020-12-21 11:56:56 main:581] : INFO : Epoch 880 | loss: 0.00149676 | val_loss: 0.00144371 | Time: 2017.9 ms [2020-12-21 11:56:58 main:581] : INFO : Epoch 881 | loss: 0.00149694 | val_loss: 0.00144738 | Time: 2012.83 ms [2020-12-21 11:57:00 main:581] : INFO : Epoch 882 | loss: 0.00149722 | val_loss: 0.0014466 | Time: 2010.26 ms [2020-12-21 11:57:02 main:581] : INFO : Epoch 883 | loss: 0.00149714 | val_loss: 0.00144387 | Time: 2017.71 ms [2020-12-21 11:57:04 main:581] : INFO : Epoch 884 | loss: 0.00149639 | val_loss: 0.0014512 | Time: 2021.65 ms [2020-12-21 11:57:06 main:581] : INFO : Epoch 885 | loss: 0.00150314 | val_loss: 0.001458 | Time: 2014.06 ms [2020-12-21 11:57:08 main:581] : INFO : Epoch 886 | loss: 0.0015055 | val_loss: 0.00144377 | Time: 2015.37 ms [2020-12-21 11:57:10 main:581] : INFO : Epoch 887 | loss: 0.00149795 | val_loss: 0.00144692 | Time: 2008.04 ms [2020-12-21 11:57:12 main:581] : INFO : Epoch 888 | loss: 0.00150291 | val_loss: 0.0014591 | Time: 1997.82 ms [2020-12-21 11:57:14 main:581] : INFO : Epoch 889 | loss: 0.0015023 | val_loss: 0.00144852 | Time: 2012.09 ms [2020-12-21 11:57:16 main:581] : INFO : Epoch 890 | loss: 0.00149797 | val_loss: 0.00144549 | Time: 2007.67 ms [2020-12-21 11:57:18 main:581] : INFO : Epoch 891 | loss: 0.0014957 | val_loss: 0.00144462 | Time: 1995.18 ms [2020-12-21 11:57:20 main:581] : INFO : Epoch 892 | loss: 0.00149881 | val_loss: 0.00144457 | Time: 2009.37 ms [2020-12-21 11:57:22 main:581] : INFO : Epoch 893 | loss: 0.00149486 | val_loss: 0.00144534 | Time: 2003.23 ms [2020-12-21 11:57:24 main:581] : INFO : Epoch 894 | loss: 0.00149561 | val_loss: 0.00144522 | Time: 1996.24 ms [2020-12-21 11:57:26 main:581] : INFO : Epoch 895 | loss: 0.0014958 | val_loss: 0.00144428 | Time: 2007.05 ms [2020-12-21 11:57:28 main:581] : INFO : Epoch 896 | loss: 0.00149499 | val_loss: 0.00144644 | Time: 2016.85 ms [2020-12-21 11:57:30 main:581] : INFO : Epoch 897 | loss: 0.0014971 | val_loss: 0.00144641 | Time: 2008.73 ms [2020-12-21 11:57:32 main:581] : INFO : Epoch 898 | loss: 0.00149634 | val_loss: 0.00144517 | Time: 2016.39 ms [2020-12-21 11:57:34 main:581] : INFO : Epoch 899 | loss: 0.00149475 | val_loss: 0.0014437 | Time: 2012.06 ms [2020-12-21 11:57:36 main:581] : INFO : Epoch 900 | loss: 0.00149763 | val_loss: 0.00144454 | Time: 2002.46 ms [2020-12-21 11:57:38 main:581] : INFO : Epoch 901 | loss: 0.00150062 | val_loss: 0.00144926 | Time: 2010.7 ms [2020-12-21 11:57:40 main:581] : INFO : Epoch 902 | loss: 0.00149873 | val_loss: 0.00144974 | Time: 2020.93 ms [2020-12-21 11:57:42 main:581] : INFO : Epoch 903 | loss: 0.00149647 | val_loss: 0.00144459 | Time: 1950.16 ms [2020-12-21 11:57:44 main:581] : INFO : Epoch 904 | loss: 0.00149505 | val_loss: 0.00144227 | Time: 1977.17 ms [2020-12-21 11:57:46 main:581] : INFO : Epoch 905 | loss: 0.00149451 | val_loss: 0.00144966 | Time: 2013.21 ms [2020-12-21 11:57:48 main:581] : INFO : Epoch 906 | loss: 0.00150043 | val_loss: 0.0014571 | Time: 2022.16 ms [2020-12-21 11:57:50 main:581] : INFO : Epoch 907 | loss: 0.00150092 | val_loss: 0.00144863 | Time: 1998.71 ms [2020-12-21 11:57:52 main:581] : INFO : Epoch 908 | loss: 0.00149843 | val_loss: 0.00144516 | Time: 2019.59 ms [2020-12-21 11:57:54 main:581] : INFO : Epoch 909 | loss: 0.00149579 | val_loss: 0.0014418 | Time: 1995.18 ms [2020-12-21 11:57:56 main:581] : INFO : Epoch 910 | loss: 0.00149938 | val_loss: 0.00144597 | Time: 1960.15 ms [2020-12-21 11:57:58 main:581] : INFO : Epoch 911 | loss: 0.00149815 | val_loss: 0.00144759 | Time: 1951.53 ms [2020-12-21 11:58:00 main:581] : INFO : Epoch 912 | loss: 0.00150021 | val_loss: 0.00144671 | Time: 1949.64 ms [2020-12-21 11:58:02 main:581] : INFO : Epoch 913 | loss: 0.00149821 | val_loss: 0.00144476 | Time: 1966.97 ms [2020-12-21 11:58:04 main:581] : INFO : Epoch 914 | loss: 0.00149951 | val_loss: 0.00144372 | Time: 1974.63 ms [2020-12-21 11:58:06 main:581] : INFO : Epoch 915 | loss: 0.00149663 | val_loss: 0.00145046 | Time: 1950.47 ms [2020-12-21 11:58:08 main:581] : INFO : Epoch 916 | loss: 0.00149545 | val_loss: 0.00144161 | Time: 1953.43 ms [2020-12-21 11:58:09 main:581] : INFO : Epoch 917 | loss: 0.00149427 | val_loss: 0.00144813 | Time: 1950.42 ms [2020-12-21 11:58:11 main:581] : INFO : Epoch 918 | loss: 0.00149643 | val_loss: 0.00144285 | Time: 1979.73 ms [2020-12-21 11:58:13 main:581] : INFO : Epoch 919 | loss: 0.00149666 | val_loss: 0.00144373 | Time: 1997.62 ms [2020-12-21 11:58:15 main:581] : INFO : Epoch 920 | loss: 0.00149772 | val_loss: 0.0014514 | Time: 2014.95 ms [2020-12-21 11:58:18 main:581] : INFO : Epoch 921 | loss: 0.00149981 | val_loss: 0.00144462 | Time: 2016.18 ms [2020-12-21 11:58:20 main:581] : INFO : Epoch 922 | loss: 0.00149505 | val_loss: 0.00144345 | Time: 2018.44 ms [2020-12-21 11:58:22 main:581] : INFO : Epoch 923 | loss: 0.00149534 | val_loss: 0.00144551 | Time: 2016.49 ms [2020-12-21 11:58:24 main:581] : INFO : Epoch 924 | loss: 0.00149497 | val_loss: 0.00144127 | Time: 2015.15 ms [2020-12-21 11:58:26 main:581] : INFO : Epoch 925 | loss: 0.00149314 | val_loss: 0.00144452 | Time: 2016.56 ms [2020-12-21 11:58:28 main:581] : INFO : Epoch 926 | loss: 0.00149521 | val_loss: 0.0014419 | Time: 2021.65 ms [2020-12-21 11:58:30 main:581] : INFO : Epoch 927 | loss: 0.00149197 | val_loss: 0.00143997 | Time: 2016.48 ms [2020-12-21 11:58:32 main:581] : INFO : Epoch 928 | loss: 0.00149148 | val_loss: 0.00144999 | Time: 2014.2 ms [2020-12-21 11:58:34 main:581] : INFO : Epoch 929 | loss: 0.00149475 | val_loss: 0.00144453 | Time: 2012.05 ms [2020-12-21 11:58:36 main:581] : INFO : Epoch 930 | loss: 0.00149453 | val_loss: 0.0014532 | Time: 2010.14 ms [2020-12-21 11:58:38 main:581] : INFO : Epoch 931 | loss: 0.00149922 | val_loss: 0.0014454 | Time: 2000.52 ms [2020-12-21 11:58:40 main:581] : INFO : Epoch 932 | loss: 0.00149716 | val_loss: 0.00144548 | Time: 2010.98 ms [2020-12-21 11:58:42 main:581] : INFO : Epoch 933 | loss: 0.00149642 | val_loss: 0.00144164 | Time: 2008.67 ms [2020-12-21 11:58:44 main:581] : INFO : Epoch 934 | loss: 0.00149497 | val_loss: 0.00144516 | Time: 2010.82 ms [2020-12-21 11:58:46 main:581] : INFO : Epoch 935 | loss: 0.00149565 | val_loss: 0.00144284 | Time: 1979.1 ms [2020-12-21 11:58:48 main:581] : INFO : Epoch 936 | loss: 0.0014944 | val_loss: 0.00144517 | Time: 2000.25 ms [2020-12-21 11:58:50 main:581] : INFO : Epoch 937 | loss: 0.00149726 | val_loss: 0.00145105 | Time: 2004.2 ms [2020-12-21 11:58:52 main:581] : INFO : Epoch 938 | loss: 0.00149649 | val_loss: 0.00144118 | Time: 2000.83 ms [2020-12-21 11:58:54 main:581] : INFO : Epoch 939 | loss: 0.00149173 | val_loss: 0.00144516 | Time: 2009.26 ms [2020-12-21 11:58:56 main:581] : INFO : Epoch 940 | loss: 0.00149329 | val_loss: 0.0014448 | Time: 2022.93 ms [2020-12-21 11:58:58 main:581] : INFO : Epoch 941 | loss: 0.00149505 | val_loss: 0.00144523 | Time: 2015.62 ms [2020-12-21 11:59:00 main:581] : INFO : Epoch 942 | loss: 0.00149772 | val_loss: 0.0014491 | Time: 2003.24 ms [2020-12-21 11:59:02 main:581] : INFO : Epoch 943 | loss: 0.00149733 | val_loss: 0.00144557 | Time: 1992.63 ms [2020-12-21 11:59:04 main:581] : INFO : Epoch 944 | loss: 0.00149749 | val_loss: 0.0014567 | Time: 2007.82 ms [2020-12-21 11:59:06 main:581] : INFO : Epoch 945 | loss: 0.00149633 | val_loss: 0.00144304 | Time: 2009.25 ms [2020-12-21 11:59:08 main:581] : INFO : Epoch 946 | loss: 0.00149704 | val_loss: 0.00144698 | Time: 2015.05 ms [2020-12-21 11:59:10 main:581] : INFO : Epoch 947 | loss: 0.00149553 | val_loss: 0.00144278 | Time: 2014.87 ms [2020-12-21 11:59:12 main:581] : INFO : Epoch 948 | loss: 0.00149417 | val_loss: 0.0014432 | Time: 2010.03 ms [2020-12-21 11:59:14 main:581] : INFO : Epoch 949 | loss: 0.00149254 | val_loss: 0.001441 | Time: 2005.56 ms [2020-12-21 11:59:16 main:581] : INFO : Epoch 950 | loss: 0.00149357 | val_loss: 0.00144224 | Time: 2015.97 ms [2020-12-21 11:59:18 main:581] : INFO : Epoch 951 | loss: 0.00149405 | val_loss: 0.00144649 | Time: 2009.79 ms [2020-12-21 11:59:20 main:581] : INFO : Epoch 952 | loss: 0.00149582 | val_loss: 0.00144186 | Time: 2018.27 ms [2020-12-21 11:59:22 main:581] : INFO : Epoch 953 | loss: 0.00149266 | val_loss: 0.00144258 | Time: 2009.75 ms [2020-12-21 11:59:24 main:581] : INFO : Epoch 954 | loss: 0.00149144 | val_loss: 0.00144081 | Time: 2014.39 ms [2020-12-21 11:59:26 main:581] : INFO : Epoch 955 | loss: 0.00149067 | val_loss: 0.00144152 | Time: 2023.71 ms [2020-12-21 11:59:28 main:581] : INFO : Epoch 956 | loss: 0.00149181 | val_loss: 0.00144474 | Time: 2007.03 ms [2020-12-21 11:59:30 main:581] : INFO : Epoch 957 | loss: 0.00149285 | val_loss: 0.00144189 | Time: 2016.4 ms [2020-12-21 11:59:32 main:581] : INFO : Epoch 958 | loss: 0.00149205 | val_loss: 0.0014436 | Time: 2015.11 ms [2020-12-21 11:59:34 main:581] : INFO : Epoch 959 | loss: 0.00149329 | val_loss: 0.00144056 | Time: 2015.2 ms [2020-12-21 11:59:36 main:581] : INFO : Epoch 960 | loss: 0.00149522 | val_loss: 0.00145248 | Time: 2014.66 ms [2020-12-21 11:59:38 main:581] : INFO : Epoch 961 | loss: 0.001496 | val_loss: 0.00144303 | Time: 2015.87 ms [2020-12-21 11:59:40 main:581] : INFO : Epoch 962 | loss: 0.00149387 | val_loss: 0.00144427 | Time: 2023.5 ms [2020-12-21 11:59:42 main:581] : INFO : Epoch 963 | loss: 0.00149499 | val_loss: 0.00144458 | Time: 2014.07 ms [2020-12-21 11:59:44 main:581] : INFO : Epoch 964 | loss: 0.00149487 | val_loss: 0.00144283 | Time: 2013.79 ms [2020-12-21 11:59:46 main:581] : INFO : Epoch 965 | loss: 0.00149704 | val_loss: 0.00144869 | Time: 2007.54 ms [2020-12-21 11:59:48 main:581] : INFO : Epoch 966 | loss: 0.00150104 | val_loss: 0.00144254 | Time: 2025.54 ms [2020-12-21 11:59:50 main:581] : INFO : Epoch 967 | loss: 0.00150722 | val_loss: 0.00144851 | Time: 2008.63 ms [2020-12-21 11:59:52 main:581] : INFO : Epoch 968 | loss: 0.00149744 | val_loss: 0.00144799 | Time: 2012.74 ms [2020-12-21 11:59:54 main:581] : INFO : Epoch 969 | loss: 0.00149316 | val_loss: 0.00144289 | Time: 1968.8 ms [2020-12-21 11:59:56 main:581] : INFO : Epoch 970 | loss: 0.00149213 | val_loss: 0.00144345 | Time: 2001.24 ms [2020-12-21 11:59:58 main:581] : INFO : Epoch 971 | loss: 0.00149496 | val_loss: 0.00144494 | Time: 2008.5 ms [2020-12-21 12:00:00 main:581] : INFO : Epoch 972 | loss: 0.00149485 | val_loss: 0.00144528 | Time: 1991.56 ms [2020-12-21 12:00:02 main:581] : INFO : Epoch 973 | loss: 0.00149314 | val_loss: 0.00144255 | Time: 1982.68 ms [2020-12-21 12:00:04 main:581] : INFO : Epoch 974 | loss: 0.00149433 | val_loss: 0.0014455 | Time: 2000.63 ms [2020-12-21 12:00:06 main:581] : INFO : Epoch 975 | loss: 0.00149478 | val_loss: 0.00144708 | Time: 2013.13 ms [2020-12-21 12:00:08 main:581] : INFO : Epoch 976 | loss: 0.00149599 | val_loss: 0.00144697 | Time: 1997.57 ms [2020-12-21 12:00:10 main:581] : INFO : Epoch 977 | loss: 0.00149172 | val_loss: 0.00144198 | Time: 2002.16 ms [2020-12-21 12:00:12 main:581] : INFO : Epoch 978 | loss: 0.00149399 | val_loss: 0.00144122 | Time: 2007.75 ms [2020-12-21 12:00:14 main:581] : INFO : Epoch 979 | loss: 0.00149321 | val_loss: 0.00144967 | Time: 2007.37 ms [2020-12-21 12:00:16 main:581] : INFO : Epoch 980 | loss: 0.0014974 | val_loss: 0.00144339 | Time: 2016.17 ms [2020-12-21 12:00:18 main:581] : INFO : Epoch 981 | loss: 0.00149498 | val_loss: 0.00144207 | Time: 2009 ms [2020-12-21 12:00:20 main:581] : INFO : Epoch 982 | loss: 0.00149154 | val_loss: 0.0014407 | Time: 2000.95 ms [2020-12-21 12:00:22 main:581] : INFO : Epoch 983 | loss: 0.00149052 | val_loss: 0.00144108 | Time: 1952.38 ms [2020-12-21 12:00:24 main:581] : INFO : Epoch 984 | loss: 0.0014902 | val_loss: 0.00144442 | Time: 1954.78 ms [2020-12-21 12:00:26 main:581] : INFO : Epoch 985 | loss: 0.00149327 | val_loss: 0.00144326 | Time: 1954.25 ms [2020-12-21 12:00:28 main:581] : INFO : Epoch 986 | loss: 0.00149145 | val_loss: 0.00144032 | Time: 1943.52 ms [2020-12-21 12:00:30 main:581] : INFO : Epoch 987 | loss: 0.00149228 | val_loss: 0.00144236 | Time: 1981.86 ms [2020-12-21 12:00:32 main:581] : INFO : Epoch 988 | loss: 0.00149692 | val_loss: 0.00144243 | Time: 1982.66 ms [2020-12-21 12:00:34 main:581] : INFO : Epoch 989 | loss: 0.00149361 | val_loss: 0.00144651 | Time: 2009.39 ms [2020-12-21 12:00:36 main:581] : INFO : Epoch 990 | loss: 0.00149462 | val_loss: 0.00144658 | Time: 1995.9 ms [2020-12-21 12:00:38 main:581] : INFO : Epoch 991 | loss: 0.0014936 | val_loss: 0.00144308 | Time: 1989.72 ms [2020-12-21 12:00:40 main:581] : INFO : Epoch 992 | loss: 0.00149284 | val_loss: 0.00144231 | Time: 2008.21 ms [2020-12-21 12:00:42 main:581] : INFO : Epoch 993 | loss: 0.00149309 | val_loss: 0.00144352 | Time: 1920 ms [2020-12-21 12:00:44 main:581] : INFO : Epoch 994 | loss: 0.00149248 | val_loss: 0.00144296 | Time: 1805.31 ms [2020-12-21 12:00:46 main:581] : INFO : Epoch 995 | loss: 0.00149277 | val_loss: 0.00144047 | Time: 1958.71 ms [2020-12-21 12:00:48 main:581] : INFO : Epoch 996 | loss: 0.00149424 | val_loss: 0.00144741 | Time: 2007.54 ms [2020-12-21 12:00:50 main:581] : INFO : Epoch 997 | loss: 0.00149473 | val_loss: 0.00144639 | Time: 2007.15 ms [2020-12-21 12:00:51 main:581] : INFO : Epoch 998 | loss: 0.00149302 | val_loss: 0.0014422 | Time: 1942.33 ms [2020-12-21 12:00:53 main:581] : INFO : Epoch 999 | loss: 0.00149055 | val_loss: 0.00144138 | Time: 2004.41 ms [2020-12-21 12:00:56 main:581] : INFO : Epoch 1000 | loss: 0.00149378 | val_loss: 0.00144636 | Time: 2006.56 ms [2020-12-21 12:00:58 main:581] : INFO : Epoch 1001 | loss: 0.00149397 | val_loss: 0.00144313 | Time: 1998.5 ms [2020-12-21 12:00:59 main:581] : INFO : Epoch 1002 | loss: 0.00149297 | val_loss: 0.00144336 | Time: 1997.22 ms [2020-12-21 12:01:01 main:581] : INFO : Epoch 1003 | loss: 0.00149329 | val_loss: 0.00144605 | Time: 1991.26 ms [2020-12-21 12:01:04 main:581] : INFO : Epoch 1004 | loss: 0.00149435 | val_loss: 0.00144855 | Time: 2011.21 ms [2020-12-21 12:01:05 main:581] : INFO : Epoch 1005 | loss: 0.00149186 | val_loss: 0.00144324 | Time: 1988.62 ms [2020-12-21 12:01:07 main:581] : INFO : Epoch 1006 | loss: 0.00149216 | val_loss: 0.00144149 | Time: 2003.61 ms [2020-12-21 12:01:09 main:581] : INFO : Epoch 1007 | loss: 0.00149384 | val_loss: 0.00144417 | Time: 2004.56 ms [2020-12-21 12:01:12 main:581] : INFO : Epoch 1008 | loss: 0.00149171 | val_loss: 0.00144276 | Time: 2012.18 ms [2020-12-21 12:01:14 main:581] : INFO : Epoch 1009 | loss: 0.00149111 | val_loss: 0.00144226 | Time: 1989.82 ms [2020-12-21 12:01:15 main:581] : INFO : Epoch 1010 | loss: 0.00149213 | val_loss: 0.00144694 | Time: 1992.42 ms [2020-12-21 12:01:17 main:581] : INFO : Epoch 1011 | loss: 0.00149394 | val_loss: 0.00144524 | Time: 1985.3 ms [2020-12-21 12:01:19 main:581] : INFO : Epoch 1012 | loss: 0.00149405 | val_loss: 0.0014509 | Time: 1980.34 ms [2020-12-21 12:01:21 main:581] : INFO : Epoch 1013 | loss: 0.00149467 | val_loss: 0.00144321 | Time: 1974.56 ms [2020-12-21 12:01:23 main:581] : INFO : Epoch 1014 | loss: 0.00149156 | val_loss: 0.00144221 | Time: 1940.42 ms [2020-12-21 12:01:25 main:581] : INFO : Epoch 1015 | loss: 0.00149337 | val_loss: 0.00144623 | Time: 1963.71 ms [2020-12-21 12:01:27 main:581] : INFO : Epoch 1016 | loss: 0.00149318 | val_loss: 0.00144105 | Time: 1989.14 ms [2020-12-21 12:01:29 main:581] : INFO : Epoch 1017 | loss: 0.00149173 | val_loss: 0.00144016 | Time: 1990.34 ms [2020-12-21 12:01:31 main:581] : INFO : Epoch 1018 | loss: 0.00149442 | val_loss: 0.00145595 | Time: 1991.97 ms [2020-12-21 12:01:33 main:581] : INFO : Epoch 1019 | loss: 0.00149711 | val_loss: 0.00144921 | Time: 1996.95 ms [2020-12-21 12:01:35 main:581] : INFO : Epoch 1020 | loss: 0.00149874 | val_loss: 0.00144873 | Time: 1990.46 ms [2020-12-21 12:01:37 main:581] : INFO : Epoch 1021 | loss: 0.00149271 | val_loss: 0.00144393 | Time: 1977.98 ms [2020-12-21 12:01:39 main:581] : INFO : Epoch 1022 | loss: 0.00149159 | val_loss: 0.00144109 | Time: 1999.66 ms [2020-12-21 12:01:41 main:581] : INFO : Epoch 1023 | loss: 0.00149205 | val_loss: 0.00144817 | Time: 1993.98 ms [2020-12-21 12:01:43 main:581] : INFO : Epoch 1024 | loss: 0.00149287 | val_loss: 0.00144605 | Time: 1976 ms [2020-12-21 12:01:43 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00144605 [2020-12-21 12:01:43 main:610] : INFO : Saving end state to config to file [2020-12-21 12:01:43 main:615] : INFO : Success, exiting.. 12:01:43 (511516): 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)