Task 3235648
| Name | EightBitModified-1605931911-518-2_3 |
| Workunit | 1467951 |
| Created | 11 Dec 2020, 8:53:10 UTC |
| Sent | 11 Dec 2020, 9:23:39 UTC |
| Report deadline | 18 Dec 2020, 9:23:39 UTC |
| Received | 11 Dec 2020, 13:04:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15517 |
| Run time | 36 min 6 sec |
| CPU time | 33 min 13 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,857.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.64 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 530 | loss: 0.000378795 | val_loss: 0.000430668 | Time: 2110.98 ms [2020-12-11 07:22:49 main:574] : INFO : Epoch 531 | loss: 0.000325812 | val_loss: 0.000312799 | Time: 2086.57 ms [2020-12-11 07:22:51 main:574] : INFO : Epoch 532 | loss: 0.000297248 | val_loss: 0.000334059 | Time: 2129.44 ms [2020-12-11 07:22:54 main:574] : INFO : Epoch 533 | loss: 0.000389577 | val_loss: 0.000351754 | Time: 2106.23 ms [2020-12-11 07:22:56 main:574] : INFO : Epoch 534 | loss: 0.00032239 | val_loss: 0.000316081 | Time: 2113.72 ms [2020-12-11 07:22:58 main:574] : INFO : Epoch 535 | loss: 0.000289813 | val_loss: 0.000360814 | Time: 2087.96 ms [2020-12-11 07:23:00 main:574] : INFO : Epoch 536 | loss: 0.000457268 | val_loss: 0.000437797 | Time: 2124.53 ms [2020-12-11 07:23:02 main:574] : INFO : Epoch 537 | loss: 0.000351084 | val_loss: 0.000337019 | Time: 2118.21 ms [2020-12-11 07:23:04 main:574] : INFO : Epoch 538 | loss: 0.000293325 | val_loss: 0.00030463 | Time: 2171.41 ms [2020-12-11 07:23:06 main:574] : INFO : Epoch 539 | loss: 0.000285038 | val_loss: 0.000345639 | Time: 2100.77 ms [2020-12-11 07:23:08 main:574] : INFO : Epoch 540 | loss: 0.000412004 | val_loss: 0.000391223 | Time: 2156.81 ms [2020-12-11 07:23:10 main:574] : INFO : Epoch 541 | loss: 0.00031883 | val_loss: 0.000318037 | Time: 2073.96 ms [2020-12-11 07:23:13 main:574] : INFO : Epoch 542 | loss: 0.000289116 | val_loss: 0.00031428 | Time: 2117.07 ms [2020-12-11 07:23:15 main:574] : INFO : Epoch 543 | loss: 0.000429511 | val_loss: 0.000431016 | Time: 2076.89 ms [2020-12-11 07:23:17 main:574] : INFO : Epoch 544 | loss: 0.000342223 | val_loss: 0.000331351 | Time: 2103.07 ms [2020-12-11 07:23:19 main:574] : INFO : Epoch 545 | loss: 0.000294284 | val_loss: 0.000307075 | Time: 2082.03 ms [2020-12-11 07:23:21 main:574] : INFO : Epoch 546 | loss: 0.000287315 | val_loss: 0.000337994 | Time: 2091.89 ms [2020-12-11 07:23:23 main:574] : INFO : Epoch 547 | loss: 0.00037714 | val_loss: 0.000340453 | Time: 2091.45 ms [2020-12-11 07:23:25 main:574] : INFO : Epoch 548 | loss: 0.000325983 | val_loss: 0.000307758 | Time: 2085.47 ms [2020-12-11 07:23:27 main:574] : INFO : Epoch 549 | loss: 0.000288322 | val_loss: 0.000307907 | Time: 2102.16 ms [2020-12-11 07:23:29 main:574] : INFO : Epoch 550 | loss: 0.000304264 | val_loss: 0.000434695 | Time: 2075.57 ms [2020-12-11 07:23:31 main:574] : INFO : Epoch 551 | loss: 0.000469692 | val_loss: 0.000432387 | Time: 2108.34 ms [2020-12-11 07:23:34 main:574] : INFO : Epoch 552 | loss: 0.000326356 | val_loss: 0.000315502 | Time: 2085.28 ms [2020-12-11 07:23:36 main:574] : INFO : Epoch 553 | loss: 0.00028499 | val_loss: 0.000300533 | Time: 2111.47 ms [2020-12-11 07:23:38 main:574] : INFO : Epoch 554 | loss: 0.0003516 | val_loss: 0.00043403 | Time: 2073.2 ms [2020-12-11 07:23:40 main:574] : INFO : Epoch 555 | loss: 0.000335037 | val_loss: 0.000324846 | Time: 2120.18 ms [2020-12-11 07:23:42 main:574] : INFO : Epoch 556 | loss: 0.000286424 | val_loss: 0.000304011 | Time: 2093 ms [2020-12-11 07:23:44 main:574] : INFO : Epoch 557 | loss: 0.00037294 | val_loss: 0.000461431 | Time: 2128.88 ms [2020-12-11 07:23:46 main:574] : INFO : Epoch 558 | loss: 0.000384682 | val_loss: 0.000341461 | Time: 2107.44 ms [2020-12-11 07:23:48 main:574] : INFO : Epoch 559 | loss: 0.000296169 | val_loss: 0.000313984 | Time: 2120.18 ms [2020-12-11 07:23:50 main:574] : INFO : Epoch 560 | loss: 0.000317374 | val_loss: 0.000313481 | Time: 2072.45 ms [2020-12-11 07:23:53 main:574] : INFO : Epoch 561 | loss: 0.000291126 | val_loss: 0.000311828 | Time: 2158.84 ms [2020-12-11 07:23:55 main:574] : INFO : Epoch 562 | loss: 0.000336039 | val_loss: 0.000421027 | Time: 2091.01 ms [2020-12-11 07:23:57 main:574] : INFO : Epoch 563 | loss: 0.00035696 | val_loss: 0.000330786 | Time: 2142.63 ms [2020-12-11 07:23:59 main:574] : INFO : Epoch 564 | loss: 0.000290329 | val_loss: 0.00030777 | Time: 2105.07 ms [2020-12-11 07:24:01 main:574] : INFO : Epoch 565 | loss: 0.000319186 | val_loss: 0.000646058 | Time: 2078.75 ms [2020-12-11 07:24:03 main:574] : INFO : Epoch 566 | loss: 0.000528868 | val_loss: 0.00044714 | Time: 2087.2 ms [2020-12-11 07:24:05 main:574] : INFO : Epoch 567 | loss: 0.000348556 | val_loss: 0.000317078 | Time: 2091.45 ms [2020-12-11 07:24:07 main:574] : INFO : Epoch 568 | loss: 0.0002877 | val_loss: 0.000298784 | Time: 2084.89 ms [2020-12-11 07:24:09 main:574] : INFO : Epoch 569 | loss: 0.000298276 | val_loss: 0.000395123 | Time: 2090.34 ms [2020-12-11 07:24:11 main:574] : INFO : Epoch 570 | loss: 0.000339162 | val_loss: 0.000364285 | Time: 2105.34 ms [2020-12-11 07:24:14 main:574] : INFO : Epoch 571 | loss: 0.000352341 | val_loss: 0.000332117 | Time: 2113.94 ms [2020-12-11 07:24:16 main:574] : INFO : Epoch 572 | loss: 0.000288573 | val_loss: 0.000296833 | Time: 2070.98 ms [2020-12-11 07:24:18 main:574] : INFO : Epoch 573 | loss: 0.000284207 | val_loss: 0.000319308 | Time: 2063.36 ms [2020-12-11 07:24:20 main:574] : INFO : Epoch 574 | loss: 0.000482229 | val_loss: 0.000399151 | Time: 2179.36 ms [2020-12-11 07:24:22 main:574] : INFO : Epoch 575 | loss: 0.000330444 | val_loss: 0.00031341 | Time: 2093.65 ms [2020-12-11 07:24:24 main:574] : INFO : Epoch 576 | loss: 0.000284388 | val_loss: 0.000295657 | Time: 2164.18 ms [2020-12-11 07:24:26 main:574] : INFO : Epoch 577 | loss: 0.000276926 | val_loss: 0.00031715 | Time: 2103.53 ms [2020-12-11 07:24:28 main:574] : INFO : Epoch 578 | loss: 0.000372912 | val_loss: 0.000501652 | Time: 2101.69 ms [2020-12-11 07:24:30 main:574] : INFO : Epoch 579 | loss: 0.000394654 | val_loss: 0.000355937 | Time: 2059.89 ms [2020-12-11 07:24:33 main:574] : INFO : Epoch 580 | loss: 0.000294934 | val_loss: 0.000304751 | Time: 2091.54 ms [2020-12-11 07:24:35 main:574] : INFO : Epoch 581 | loss: 0.000281772 | val_loss: 0.000304637 | Time: 2070.74 ms [2020-12-11 07:24:37 main:574] : INFO : Epoch 582 | loss: 0.000364087 | val_loss: 0.000397618 | Time: 2129.79 ms [2020-12-11 07:24:39 main:574] : INFO : Epoch 583 | loss: 0.0003152 | val_loss: 0.000319742 | Time: 2078.03 ms [2020-12-11 07:24:41 main:574] : INFO : Epoch 584 | loss: 0.000283593 | val_loss: 0.000306288 | Time: 2104.83 ms [2020-12-11 07:24:43 main:574] : INFO : Epoch 585 | loss: 0.000320049 | val_loss: 0.000319882 | Time: 2072.47 ms [2020-12-11 07:24:45 main:574] : INFO : Epoch 586 | loss: 0.000321316 | val_loss: 0.000341094 | Time: 2106.9 ms [2020-12-11 07:24:47 main:574] : INFO : Epoch 587 | loss: 0.000340897 | val_loss: 0.000323194 | Time: 2082.31 ms [2020-12-11 07:24:49 main:574] : INFO : Epoch 588 | loss: 0.000309861 | val_loss: 0.000416471 | Time: 2094.57 ms [2020-12-11 07:24:51 main:574] : INFO : Epoch 589 | loss: 0.000368893 | val_loss: 0.000329969 | Time: 2104.79 ms [2020-12-11 07:24:54 main:574] : INFO : Epoch 590 | loss: 0.000288213 | val_loss: 0.000297947 | Time: 2071.82 ms [2020-12-11 07:24:56 main:574] : INFO : Epoch 591 | loss: 0.000272061 | val_loss: 0.000294858 | Time: 2095.96 ms [2020-12-11 07:24:58 main:574] : INFO : Epoch 592 | loss: 0.000525028 | val_loss: 0.000793001 | Time: 2110.61 ms [2020-12-11 07:25:00 main:574] : INFO : Epoch 593 | loss: 0.000439885 | val_loss: 0.000347145 | Time: 2127.53 ms [2020-12-11 07:25:02 main:574] : INFO : Epoch 594 | loss: 0.000303024 | val_loss: 0.000304187 | Time: 2057.88 ms [2020-12-11 07:25:04 main:574] : INFO : Epoch 595 | loss: 0.000276273 | val_loss: 0.000291425 | Time: 2116.94 ms [2020-12-11 07:25:06 main:574] : INFO : Epoch 596 | loss: 0.000273852 | val_loss: 0.000314796 | Time: 2083.91 ms [2020-12-11 07:25:08 main:574] : INFO : Epoch 597 | loss: 0.000341472 | val_loss: 0.000330667 | Time: 2135.96 ms [2020-12-11 07:25:10 main:574] : INFO : Epoch 598 | loss: 0.000288264 | val_loss: 0.000294692 | Time: 2096.34 ms [2020-12-11 07:25:13 main:574] : INFO : Epoch 599 | loss: 0.000274658 | val_loss: 0.00031657 | Time: 2161.13 ms [2020-12-11 07:25:15 main:574] : INFO : Epoch 600 | loss: 0.000421627 | val_loss: 0.000397036 | Time: 2104.64 ms [2020-12-11 07:25:17 main:574] : INFO : Epoch 601 | loss: 0.000314205 | val_loss: 0.000300516 | Time: 2117.29 ms [2020-12-11 07:25:19 main:574] : INFO : Epoch 602 | loss: 0.000276963 | val_loss: 0.000290978 | Time: 2089.15 ms [2020-12-11 07:25:21 main:574] : INFO : Epoch 603 | loss: 0.000278983 | val_loss: 0.000401098 | Time: 2109.17 ms [2020-12-11 07:25:23 main:574] : INFO : Epoch 604 | loss: 0.000648137 | val_loss: 0.00042412 | Time: 2060.01 ms [2020-12-11 07:25:25 main:574] : INFO : Epoch 605 | loss: 0.000362897 | val_loss: 0.000341726 | Time: 2114.76 ms [2020-12-11 07:25:27 main:574] : INFO : Epoch 606 | loss: 0.000293095 | val_loss: 0.000300001 | Time: 2074.21 ms [2020-12-11 07:25:29 main:574] : INFO : Epoch 607 | loss: 0.000274595 | val_loss: 0.000290562 | Time: 2143.03 ms [2020-12-11 07:25:31 main:574] : INFO : Epoch 608 | loss: 0.000269661 | val_loss: 0.000290349 | Time: 2070.27 ms [2020-12-11 07:25:34 main:574] : INFO : Epoch 609 | loss: 0.000296853 | val_loss: 0.000433897 | Time: 2079.31 ms [2020-12-11 07:25:36 main:574] : INFO : Epoch 610 | loss: 0.000349906 | val_loss: 0.000313261 | Time: 2079.32 ms [2020-12-11 07:25:38 main:574] : INFO : Epoch 611 | loss: 0.000283867 | val_loss: 0.000295581 | Time: 2060.33 ms [2020-12-11 07:25:40 main:574] : INFO : Epoch 612 | loss: 0.000282387 | val_loss: 0.000359112 | Time: 2062.27 ms [2020-12-11 07:25:42 main:574] : INFO : Epoch 613 | loss: 0.000358337 | val_loss: 0.000318883 | Time: 2068.04 ms [2020-12-11 07:25:44 main:574] : INFO : Epoch 614 | loss: 0.000292073 | val_loss: 0.000304377 | Time: 2105.85 ms [2020-12-11 07:25:46 main:574] : INFO : Epoch 615 | loss: 0.000364176 | val_loss: 0.000361847 | Time: 2112.98 ms [2020-12-11 07:25:48 main:574] : INFO : Epoch 616 | loss: 0.000317187 | val_loss: 0.000307558 | Time: 2120.91 ms [2020-12-11 07:25:50 main:574] : INFO : Epoch 617 | loss: 0.000285507 | val_loss: 0.000320891 | Time: 2054.61 ms [2020-12-11 07:25:52 main:574] : INFO : Epoch 618 | loss: 0.000368077 | val_loss: 0.000344609 | Time: 2142.15 ms [2020-12-11 07:25:54 main:574] : INFO : Epoch 619 | loss: 0.000296241 | val_loss: 0.0003039 | Time: 2080.36 ms [2020-12-11 07:25:57 main:574] : INFO : Epoch 620 | loss: 0.000282827 | val_loss: 0.000330505 | Time: 2094.36 ms [2020-12-11 07:25:59 main:574] : INFO : Epoch 621 | loss: 0.000358418 | val_loss: 0.000373636 | Time: 2104.23 ms [2020-12-11 07:26:01 main:574] : INFO : Epoch 622 | loss: 0.000305994 | val_loss: 0.000305961 | Time: 2144.9 ms [2020-12-11 07:26:03 main:574] : INFO : Epoch 623 | loss: 0.00031126 | val_loss: 0.000562532 | Time: 2103.55 ms [2020-12-11 07:26:05 main:574] : INFO : Epoch 624 | loss: 0.000406987 | val_loss: 0.000344137 | Time: 2109.12 ms [2020-12-11 07:26:07 main:574] : INFO : Epoch 625 | loss: 0.000301248 | val_loss: 0.000306412 | Time: 2066.15 ms [2020-12-11 07:26:09 main:574] : INFO : Epoch 626 | loss: 0.00027841 | val_loss: 0.000305116 | Time: 2131.48 ms [2020-12-11 07:26:11 main:574] : INFO : Epoch 627 | loss: 0.000339132 | val_loss: 0.000443327 | Time: 2074.23 ms [2020-12-11 07:26:13 main:574] : INFO : Epoch 628 | loss: 0.000381916 | val_loss: 0.000333401 | Time: 2092.37 ms [2020-12-11 07:26:16 main:574] : INFO : Epoch 629 | loss: 0.000294022 | val_loss: 0.00031345 | Time: 2088.95 ms [2020-12-11 07:26:18 main:574] : INFO : Epoch 630 | loss: 0.000284249 | val_loss: 0.000301355 | Time: 2113.98 ms [2020-12-11 07:26:20 main:574] : INFO : Epoch 631 | loss: 0.000314587 | val_loss: 0.000364501 | Time: 2083.58 ms [2020-12-11 07:26:22 main:574] : INFO : Epoch 632 | loss: 0.000351517 | val_loss: 0.000328601 | Time: 2070.05 ms [2020-12-11 07:26:24 main:574] : INFO : Epoch 633 | loss: 0.000286865 | val_loss: 0.000308281 | Time: 2119.51 ms [2020-12-11 07:26:26 main:574] : INFO : Epoch 634 | loss: 0.000356358 | val_loss: 0.000466045 | Time: 2077.45 ms [2020-12-11 07:26:28 main:574] : INFO : Epoch 635 | loss: 0.000359606 | val_loss: 0.000316966 | Time: 2107.49 ms [2020-12-11 07:26:30 main:574] : INFO : Epoch 636 | loss: 0.000307674 | val_loss: 0.000303747 | Time: 2068.15 ms [2020-12-11 07:26:32 main:574] : INFO : Epoch 637 | loss: 0.000286416 | val_loss: 0.000294661 | Time: 2116.76 ms [2020-12-11 07:26:34 main:574] : INFO : Epoch 638 | loss: 0.000308486 | val_loss: 0.000428695 | Time: 2049.8 ms [2020-12-11 07:26:37 main:574] : INFO : Epoch 639 | loss: 0.000410696 | val_loss: 0.000405864 | Time: 2115.31 ms [2020-12-11 07:26:39 main:574] : INFO : Epoch 640 | loss: 0.000354279 | val_loss: 0.000347076 | Time: 2062.67 ms [2020-12-11 07:26:41 main:574] : INFO : Epoch 641 | loss: 0.000289547 | val_loss: 0.000293361 | Time: 2128.77 ms [2020-12-11 07:26:43 main:574] : INFO : Epoch 642 | loss: 0.00028992 | val_loss: 0.000412227 | Time: 2075.81 ms [2020-12-11 07:26:45 main:574] : INFO : Epoch 643 | loss: 0.000361078 | val_loss: 0.000318726 | Time: 2139.07 ms [2020-12-11 07:26:47 main:574] : INFO : Epoch 644 | loss: 0.000283157 | val_loss: 0.000291921 | Time: 2092.4 ms [2020-12-11 07:26:49 main:574] : INFO : Epoch 645 | loss: 0.000289021 | val_loss: 0.000348817 | Time: 2124.11 ms [2020-12-11 07:26:52 main:574] : INFO : Epoch 646 | loss: 0.000322718 | val_loss: 0.000344673 | Time: 2051.09 ms [2020-12-11 07:26:54 main:574] : INFO : Epoch 647 | loss: 0.00043485 | val_loss: 0.000378616 | Time: 2105.52 ms [2020-12-11 07:26:56 main:574] : INFO : Epoch 648 | loss: 0.000307914 | val_loss: 0.000304483 | Time: 2107.95 ms [2020-12-11 07:26:58 main:574] : INFO : Epoch 649 | loss: 0.000274593 | val_loss: 0.000294141 | Time: 2070.65 ms [2020-12-11 07:27:01 main:574] : INFO : Epoch 650 | loss: 0.000381382 | val_loss: 0.000461789 | Time: 2121.34 ms [2020-12-11 07:27:03 main:574] : INFO : Epoch 651 | loss: 0.00033533 | val_loss: 0.000316553 | Time: 2062.16 ms [2020-12-11 07:27:05 main:574] : INFO : Epoch 652 | loss: 0.000283913 | val_loss: 0.000295192 | Time: 2094.31 ms [2020-12-11 07:27:08 main:574] : INFO : Epoch 653 | loss: 0.000375328 | val_loss: 0.000354881 | Time: 2080.56 ms [2020-12-11 07:27:10 main:574] : INFO : Epoch 654 | loss: 0.000318128 | val_loss: 0.000315008 | Time: 2086.56 ms [2020-12-11 07:27:12 main:574] : INFO : Epoch 655 | loss: 0.000278182 | val_loss: 0.000294437 | Time: 2089.67 ms [2020-12-11 07:27:14 main:574] : INFO : Epoch 656 | loss: 0.000313533 | val_loss: 0.000418491 | Time: 2078.08 ms [2020-12-11 07:27:17 main:574] : INFO : Epoch 657 | loss: 0.000304717 | val_loss: 0.000300461 | Time: 2128.43 ms [2020-12-11 07:27:19 main:574] : INFO : Epoch 658 | loss: 0.000295793 | val_loss: 0.00035494 | Time: 2075.82 ms [2020-12-11 07:27:22 main:574] : INFO : Epoch 659 | loss: 0.00035015 | val_loss: 0.00031768 | Time: 2119.24 ms [2020-12-11 07:27:24 main:574] : INFO : Epoch 660 | loss: 0.000295409 | val_loss: 0.000315164 | Time: 2065.17 ms [2020-12-11 07:27:26 main:574] : INFO : Epoch 661 | loss: 0.000281368 | val_loss: 0.000341779 | Time: 2077.91 ms [2020-12-11 07:27:28 main:574] : INFO : Epoch 662 | loss: 0.000447602 | val_loss: 0.000408179 | Time: 2106.81 ms [2020-12-11 07:27:30 main:574] : INFO : Epoch 663 | loss: 0.000326926 | val_loss: 0.000314229 | Time: 2101.11 ms [2020-12-11 07:27:32 main:574] : INFO : Epoch 664 | loss: 0.000277787 | val_loss: 0.000292028 | Time: 2089.45 ms [2020-12-11 07:27:34 main:574] : INFO : Epoch 665 | loss: 0.000348661 | val_loss: 0.000395173 | Time: 2086.09 ms [2020-12-11 07:27:36 main:574] : INFO : Epoch 666 | loss: 0.00033283 | val_loss: 0.000320414 | Time: 2086.32 ms [2020-12-11 07:27:39 main:574] : INFO : Epoch 667 | loss: 0.000278528 | val_loss: 0.000288784 | Time: 2084.54 ms [2020-12-11 07:27:41 main:574] : INFO : Epoch 668 | loss: 0.000299295 | val_loss: 0.000474132 | Time: 2101.77 ms [2020-12-11 07:27:43 main:574] : INFO : Epoch 669 | loss: 0.000419328 | val_loss: 0.000350437 | Time: 2046.9 ms [2020-12-11 07:27:45 main:574] : INFO : Epoch 670 | loss: 0.000300835 | val_loss: 0.000298291 | Time: 2138.86 ms [2020-12-11 07:27:47 main:574] : INFO : Epoch 671 | loss: 0.000271384 | val_loss: 0.000289312 | Time: 2068.58 ms [2020-12-11 07:27:49 main:574] : INFO : Epoch 672 | loss: 0.000306275 | val_loss: 0.000445699 | Time: 2167.22 ms [2020-12-11 07:27:51 main:574] : INFO : Epoch 673 | loss: 0.000394012 | val_loss: 0.000351373 | Time: 2110.21 ms [2020-12-11 07:27:53 main:574] : INFO : Epoch 674 | loss: 0.000296053 | val_loss: 0.000297144 | Time: 2174.12 ms [2020-12-11 07:27:55 main:574] : INFO : Epoch 675 | loss: 0.000272254 | val_loss: 0.000293833 | Time: 2066.81 ms [2020-12-11 07:27:58 main:574] : INFO : Epoch 676 | loss: 0.000346132 | val_loss: 0.000607301 | Time: 2143.3 ms [2020-12-11 07:28:00 main:574] : INFO : Epoch 677 | loss: 0.000450706 | val_loss: 0.000332308 | Time: 2064.57 ms [2020-12-11 07:28:02 main:574] : INFO : Epoch 678 | loss: 0.000298224 | val_loss: 0.000297062 | Time: 2108.7 ms [2020-12-11 07:28:04 main:574] : INFO : Epoch 679 | loss: 0.000273812 | val_loss: 0.00029399 | Time: 2061.35 ms [2020-12-11 07:28:06 main:574] : INFO : Epoch 680 | loss: 0.000274412 | val_loss: 0.000303637 | Time: 2068.88 ms [2020-12-11 07:28:08 main:574] : INFO : Epoch 681 | loss: 0.000333389 | val_loss: 0.000313037 | Time: 2118.76 ms [2020-12-11 07:28:10 main:574] : INFO : Epoch 682 | loss: 0.000286792 | val_loss: 0.000305399 | Time: 2073.15 ms [2020-12-11 07:28:12 main:574] : INFO : Epoch 683 | loss: 0.000294803 | val_loss: 0.000367356 | Time: 2087.12 ms [2020-12-11 07:28:14 main:574] : INFO : Epoch 684 | loss: 0.000322955 | val_loss: 0.000324636 | Time: 2129.06 ms [2020-12-11 07:28:16 main:574] : INFO : Epoch 685 | loss: 0.000311777 | val_loss: 0.000297552 | Time: 2086.14 ms [2020-12-11 07:28:19 main:574] : INFO : Epoch 686 | loss: 0.000429768 | val_loss: 0.000496424 | Time: 2104.2 ms [2020-12-11 07:28:21 main:574] : INFO : Epoch 687 | loss: 0.000369092 | val_loss: 0.000332146 | Time: 2124.47 ms [2020-12-11 07:28:23 main:574] : INFO : Epoch 688 | loss: 0.000289664 | val_loss: 0.000300738 | Time: 2055.83 ms [2020-12-11 07:28:25 main:574] : INFO : Epoch 689 | loss: 0.000272016 | val_loss: 0.000301583 | Time: 2125.96 ms [2020-12-11 07:28:27 main:574] : INFO : Epoch 690 | loss: 0.00031901 | val_loss: 0.000365104 | Time: 2023.34 ms [2020-12-11 07:28:29 main:574] : INFO : Epoch 691 | loss: 0.000321371 | val_loss: 0.000313881 | Time: 2122.68 ms [2020-12-11 07:28:31 main:574] : INFO : Epoch 692 | loss: 0.000291693 | val_loss: 0.000393792 | Time: 2077.54 ms [2020-12-11 07:28:33 main:574] : INFO : Epoch 693 | loss: 0.000360097 | val_loss: 0.000306276 | Time: 2116.06 ms [2020-12-11 07:28:35 main:574] : INFO : Epoch 694 | loss: 0.000282393 | val_loss: 0.000287425 | Time: 2059.67 ms [2020-12-11 07:28:37 main:574] : INFO : Epoch 695 | loss: 0.000269339 | val_loss: 0.000304121 | Time: 2097.59 ms [2020-12-11 07:28:39 main:574] : INFO : Epoch 696 | loss: 0.000350999 | val_loss: 0.000355707 | Time: 2041.84 ms [2020-12-11 07:28:42 main:574] : INFO : Epoch 697 | loss: 0.000402917 | val_loss: 0.000334908 | Time: 2122.4 ms [2020-12-11 07:28:44 main:574] : INFO : Epoch 698 | loss: 0.00029402 | val_loss: 0.000297283 | Time: 2067.39 ms [2020-12-11 07:28:46 main:574] : INFO : Epoch 699 | loss: 0.000273182 | val_loss: 0.000324209 | Time: 2124.69 ms [2020-12-11 07:28:48 main:574] : INFO : Epoch 700 | loss: 0.000377296 | val_loss: 0.000331744 | Time: 2081.77 ms [2020-12-11 07:28:50 main:574] : INFO : Epoch 701 | loss: 0.000294668 | val_loss: 0.000300386 | Time: 2127.29 ms [2020-12-11 07:28:52 main:574] : INFO : Epoch 702 | loss: 0.000274471 | val_loss: 0.000299626 | Time: 2105.28 ms [2020-12-11 07:28:54 main:574] : INFO : Epoch 703 | loss: 0.000338646 | val_loss: 0.000344745 | Time: 2107.33 ms [2020-12-11 07:28:56 main:574] : INFO : Epoch 704 | loss: 0.000301696 | val_loss: 0.000297959 | Time: 2057.42 ms [2020-12-11 07:28:58 main:574] : INFO : Epoch 705 | loss: 0.00028913 | val_loss: 0.000361773 | Time: 2108.83 ms [2020-12-11 07:29:01 main:574] : INFO : Epoch 706 | loss: 0.000390104 | val_loss: 0.000337003 | Time: 2111.44 ms [2020-12-11 07:29:03 main:574] : INFO : Epoch 707 | loss: 0.000292805 | val_loss: 0.000296332 | Time: 2090.8 ms [2020-12-11 07:29:05 main:574] : INFO : Epoch 708 | loss: 0.00031278 | val_loss: 0.000449242 | Time: 2084.74 ms [2020-12-11 07:29:07 main:574] : INFO : Epoch 709 | loss: 0.000331245 | val_loss: 0.000321435 | Time: 2068.59 ms [2020-12-11 07:29:09 main:574] : INFO : Epoch 710 | loss: 0.000279284 | val_loss: 0.000291092 | Time: 2096.8 ms [2020-12-11 07:29:11 main:574] : INFO : Epoch 711 | loss: 0.000279382 | val_loss: 0.000353589 | Time: 2049.95 ms [2020-12-11 07:29:13 main:574] : INFO : Epoch 712 | loss: 0.000394667 | val_loss: 0.000314413 | Time: 2105.62 ms [2020-12-11 07:29:15 main:574] : INFO : Epoch 713 | loss: 0.000301696 | val_loss: 0.000314699 | Time: 2064.6 ms [2020-12-11 07:29:17 main:574] : INFO : Epoch 714 | loss: 0.000275996 | val_loss: 0.000300695 | Time: 2112.91 ms [2020-12-11 07:29:19 main:574] : INFO : Epoch 715 | loss: 0.000436709 | val_loss: 0.000405556 | Time: 2057.36 ms [2020-12-11 07:29:21 main:574] : INFO : Epoch 716 | loss: 0.000329256 | val_loss: 0.000313046 | Time: 2136.37 ms [2020-12-11 07:29:24 main:574] : INFO : Epoch 717 | loss: 0.00027674 | val_loss: 0.000287679 | Time: 2092.53 ms [2020-12-11 07:29:26 main:574] : INFO : Epoch 718 | loss: 0.000271644 | val_loss: 0.000325048 | Time: 2118.16 ms [2020-12-11 07:29:28 main:574] : INFO : Epoch 719 | loss: 0.00037318 | val_loss: 0.000330544 | Time: 2062.25 ms [2020-12-11 07:29:30 main:574] : INFO : Epoch 720 | loss: 0.000294884 | val_loss: 0.000305429 | Time: 2099.88 ms [2020-12-11 07:29:32 main:574] : INFO : Epoch 721 | loss: 0.000287763 | val_loss: 0.0004319 | Time: 2112.74 ms [2020-12-11 07:29:34 main:574] : INFO : Epoch 722 | loss: 0.000416321 | val_loss: 0.00034446 | Time: 2119.81 ms [2020-12-11 07:29:36 main:574] : INFO : Epoch 723 | loss: 0.000295262 | val_loss: 0.000297762 | Time: 2065.35 ms [2020-12-11 07:29:38 main:574] : INFO : Epoch 724 | loss: 0.000270153 | val_loss: 0.000288104 | Time: 2093.36 ms [2020-12-11 07:29:40 main:574] : INFO : Epoch 725 | loss: 0.000296565 | val_loss: 0.000478132 | Time: 2066.66 ms [2020-12-11 07:29:42 main:574] : INFO : Epoch 726 | loss: 0.000351628 | val_loss: 0.000313544 | Time: 2086.4 ms [2020-12-11 07:29:44 main:574] : INFO : Epoch 727 | loss: 0.000276224 | val_loss: 0.000294911 | Time: 2078.55 ms [2020-12-11 07:29:47 main:574] : INFO : Epoch 728 | loss: 0.000288517 | val_loss: 0.000474405 | Time: 2130.97 ms [2020-12-11 07:29:49 main:574] : INFO : Epoch 729 | loss: 0.000494774 | val_loss: 0.000356386 | Time: 2101.56 ms [2020-12-11 07:29:51 main:574] : INFO : Epoch 730 | loss: 0.000308086 | val_loss: 0.000292981 | Time: 2074.8 ms [2020-12-11 07:29:53 main:574] : INFO : Epoch 731 | loss: 0.000269964 | val_loss: 0.000284872 | Time: 2116.93 ms [2020-12-11 07:29:55 main:574] : INFO : Epoch 732 | loss: 0.000263485 | val_loss: 0.000282636 | Time: 2063.13 ms [2020-12-11 07:29:57 main:574] : INFO : Epoch 733 | loss: 0.000274779 | val_loss: 0.000352868 | Time: 2085.79 ms [2020-12-11 07:29:59 main:574] : INFO : Epoch 734 | loss: 0.000397241 | val_loss: 0.00033426 | Time: 2090.6 ms [2020-12-11 07:30:01 main:574] : INFO : Epoch 735 | loss: 0.000294259 | val_loss: 0.000305261 | Time: 2103.79 ms [2020-12-11 07:30:03 main:574] : INFO : Epoch 736 | loss: 0.00027377 | val_loss: 0.000297094 | Time: 2061.71 ms [2020-12-11 07:30:06 main:574] : INFO : Epoch 737 | loss: 0.000317557 | val_loss: 0.000373375 | Time: 2168.31 ms [2020-12-11 07:30:08 main:574] : INFO : Epoch 738 | loss: 0.000360675 | val_loss: 0.000306391 | Time: 2067.29 ms [2020-12-11 07:30:10 main:574] : INFO : Epoch 739 | loss: 0.000282663 | val_loss: 0.00029255 | Time: 2140.27 ms [2020-12-11 07:30:12 main:574] : INFO : Epoch 740 | loss: 0.000269095 | val_loss: 0.000304713 | Time: 2051.8 ms [2020-12-11 07:30:14 main:574] : INFO : Epoch 741 | loss: 0.000431889 | val_loss: 0.00037226 | Time: 2128.46 ms [2020-12-11 07:30:16 main:574] : INFO : Epoch 742 | loss: 0.000313931 | val_loss: 0.000299629 | Time: 2075.89 ms [2020-12-11 07:30:18 main:574] : INFO : Epoch 743 | loss: 0.000276471 | val_loss: 0.000293088 | Time: 2108.7 ms [2020-12-11 07:30:20 main:574] : INFO : Epoch 744 | loss: 0.000275679 | val_loss: 0.000314129 | Time: 2096.63 ms [2020-12-11 07:30:22 main:574] : INFO : Epoch 745 | loss: 0.000330278 | val_loss: 0.000358508 | Time: 2172.19 ms [2020-12-11 07:30:24 main:574] : INFO : Epoch 746 | loss: 0.000324576 | val_loss: 0.000313974 | Time: 2095.34 ms [2020-12-11 07:30:27 main:574] : INFO : Epoch 747 | loss: 0.000328477 | val_loss: 0.00032182 | Time: 2110.33 ms [2020-12-11 07:30:29 main:574] : INFO : Epoch 748 | loss: 0.000305404 | val_loss: 0.00030147 | Time: 2075.27 ms [2020-12-11 07:30:31 main:574] : INFO : Epoch 749 | loss: 0.000282794 | val_loss: 0.000308651 | Time: 2091.83 ms [2020-12-11 07:30:33 main:574] : INFO : Epoch 750 | loss: 0.000299912 | val_loss: 0.00038795 | Time: 2090.45 ms [2020-12-11 07:30:35 main:574] : INFO : Epoch 751 | loss: 0.000318179 | val_loss: 0.000298149 | Time: 2113.38 ms [2020-12-11 07:30:37 main:574] : INFO : Epoch 752 | loss: 0.000286784 | val_loss: 0.000371593 | Time: 2108.58 ms [2020-12-11 07:30:39 main:574] : INFO : Epoch 753 | loss: 0.000406943 | val_loss: 0.000370947 | Time: 2068.24 ms [2020-12-11 07:30:41 main:574] : INFO : Epoch 754 | loss: 0.000300903 | val_loss: 0.000298659 | Time: 2090.03 ms [2020-12-11 07:30:43 main:574] : INFO : Epoch 755 | loss: 0.000279227 | val_loss: 0.00033948 | Time: 2053.91 ms [2020-12-11 07:30:45 main:574] : INFO : Epoch 756 | loss: 0.00030855 | val_loss: 0.000297258 | Time: 2119.26 ms [2020-12-11 07:30:48 main:574] : INFO : Epoch 757 | loss: 0.000312943 | val_loss: 0.000367822 | Time: 2057.39 ms [2020-12-11 07:30:50 main:574] : INFO : Epoch 758 | loss: 0.000298551 | val_loss: 0.000306581 | Time: 2124.89 ms [2020-12-11 07:30:52 main:574] : INFO : Epoch 759 | loss: 0.000291044 | val_loss: 0.000373725 | Time: 2096.16 ms [2020-12-11 07:30:54 main:574] : INFO : Epoch 760 | loss: 0.000350837 | val_loss: 0.000323487 | Time: 2124.45 ms [2020-12-11 07:30:56 main:574] : INFO : Epoch 761 | loss: 0.000285082 | val_loss: 0.000302603 | Time: 2084.34 ms [2020-12-11 07:30:58 main:574] : INFO : Epoch 762 | loss: 0.000368324 | val_loss: 0.000438971 | Time: 2128.65 ms [2020-12-11 07:31:00 main:574] : INFO : Epoch 763 | loss: 0.000344667 | val_loss: 0.000314915 | Time: 2099.92 ms [2020-12-11 07:31:02 main:574] : INFO : Epoch 764 | loss: 0.000278048 | val_loss: 0.00028874 | Time: 2116.84 ms [2020-12-11 07:31:04 main:574] : INFO : Epoch 765 | loss: 0.000301369 | val_loss: 0.000383155 | Time: 2097.79 ms [2020-12-11 07:31:07 main:574] : INFO : Epoch 766 | loss: 0.00030103 | val_loss: 0.000304685 | Time: 2147.26 ms [2020-12-11 07:31:09 main:574] : INFO : Epoch 767 | loss: 0.00027264 | val_loss: 0.000299884 | Time: 2059.64 ms [2020-12-11 07:31:11 main:574] : INFO : Epoch 768 | loss: 0.000351722 | val_loss: 0.000430384 | Time: 2124.96 ms [2020-12-11 07:31:13 main:574] : INFO : Epoch 769 | loss: 0.000332066 | val_loss: 0.000314974 | Time: 2076.98 ms [2020-12-11 07:31:15 main:574] : INFO : Epoch 770 | loss: 0.000280674 | val_loss: 0.000305765 | Time: 2119.74 ms [2020-12-11 07:31:17 main:574] : INFO : Epoch 771 | loss: 0.000309062 | val_loss: 0.000428821 | Time: 2095.14 ms [2020-12-11 07:31:19 main:574] : INFO : Epoch 772 | loss: 0.000347004 | val_loss: 0.000348553 | Time: 2085.09 ms [2020-12-11 07:31:21 main:574] : INFO : Epoch 773 | loss: 0.000290644 | val_loss: 0.000293346 | Time: 2083.59 ms [2020-12-11 07:31:23 main:574] : INFO : Epoch 774 | loss: 0.000331604 | val_loss: 0.000340609 | Time: 2082.31 ms [2020-12-11 07:31:25 main:574] : INFO : Epoch 775 | loss: 0.000301295 | val_loss: 0.000297075 | Time: 2102.58 ms [2020-12-11 07:31:27 main:574] : INFO : Epoch 776 | loss: 0.000284671 | val_loss: 0.000347556 | Time: 2066.06 ms [2020-12-11 07:31:30 main:574] : INFO : Epoch 777 | loss: 0.000339527 | val_loss: 0.000305612 | Time: 2084.19 ms [2020-12-11 07:31:32 main:574] : INFO : Epoch 778 | loss: 0.000310082 | val_loss: 0.000332653 | Time: 2083.45 ms [2020-12-11 07:31:34 main:574] : INFO : Epoch 779 | loss: 0.000286388 | val_loss: 0.000300338 | Time: 2124.98 ms [2020-12-11 07:31:36 main:574] : INFO : Epoch 780 | loss: 0.000297076 | val_loss: 0.000330055 | Time: 2071.41 ms [2020-12-11 07:31:38 main:574] : INFO : Epoch 781 | loss: 0.000363287 | val_loss: 0.000342418 | Time: 2108.17 ms [2020-12-11 07:31:40 main:574] : INFO : Epoch 782 | loss: 0.000295099 | val_loss: 0.000308676 | Time: 2107.91 ms [2020-12-11 07:31:42 main:574] : INFO : Epoch 783 | loss: 0.000298311 | val_loss: 0.000327138 | Time: 2118.22 ms [2020-12-11 07:31:44 main:574] : INFO : Epoch 784 | loss: 0.000310859 | val_loss: 0.000332565 | Time: 2113.49 ms [2020-12-11 07:31:46 main:574] : INFO : Epoch 785 | loss: 0.000316226 | val_loss: 0.000303987 | Time: 2139.25 ms [2020-12-11 07:31:49 main:574] : INFO : Epoch 786 | loss: 0.000276408 | val_loss: 0.000290991 | Time: 2114.09 ms [2020-12-11 07:31:51 main:574] : INFO : Epoch 787 | loss: 0.000346175 | val_loss: 0.000550371 | Time: 2106.27 ms [2020-12-11 07:31:53 main:574] : INFO : Epoch 788 | loss: 0.000394868 | val_loss: 0.000354793 | Time: 2085.14 ms [2020-12-11 07:31:55 main:574] : INFO : Epoch 789 | loss: 0.000318525 | val_loss: 0.000308213 | Time: 2098.45 ms [2020-12-11 07:31:57 main:574] : INFO : Epoch 790 | loss: 0.000283 | val_loss: 0.00032896 | Time: 2086.02 ms [2020-12-11 07:31:59 main:574] : INFO : Epoch 791 | loss: 0.000308567 | val_loss: 0.000314406 | Time: 2095.83 ms [2020-12-11 07:32:01 main:574] : INFO : Epoch 792 | loss: 0.000278981 | val_loss: 0.000303571 | Time: 2080.09 ms [2020-12-11 07:32:03 main:574] : INFO : Epoch 793 | loss: 0.00037386 | val_loss: 0.000390851 | Time: 2091.99 ms [2020-12-11 07:32:05 main:574] : INFO : Epoch 794 | loss: 0.000321911 | val_loss: 0.000293313 | Time: 2085.35 ms [2020-12-11 07:32:07 main:574] : INFO : Epoch 795 | loss: 0.00027531 | val_loss: 0.000289644 | Time: 2085.59 ms [2020-12-11 07:32:10 main:574] : INFO : Epoch 796 | loss: 0.000273802 | val_loss: 0.000334082 | Time: 2098.89 ms [2020-12-11 07:32:12 main:574] : INFO : Epoch 797 | loss: 0.000380569 | val_loss: 0.000320209 | Time: 2065.57 ms [2020-12-11 07:32:14 main:574] : INFO : Epoch 798 | loss: 0.00028388 | val_loss: 0.000290309 | Time: 2107.13 ms [2020-12-11 07:32:16 main:574] : INFO : Epoch 799 | loss: 0.000270395 | val_loss: 0.000315294 | Time: 2109.63 ms [2020-12-11 07:32:18 main:574] : INFO : Epoch 800 | loss: 0.000331846 | val_loss: 0.000331162 | Time: 2117.43 ms [2020-12-11 07:32:20 main:574] : INFO : Epoch 801 | loss: 0.000287811 | val_loss: 0.000294069 | Time: 2101.39 ms [2020-12-11 07:32:22 main:574] : INFO : Epoch 802 | loss: 0.000352671 | val_loss: 0.000488282 | Time: 2144.54 ms [2020-12-11 07:32:24 main:574] : INFO : Epoch 803 | loss: 0.000322414 | val_loss: 0.000320438 | Time: 2108.8 ms [2020-12-11 07:32:26 main:574] : INFO : Epoch 804 | loss: 0.000272912 | val_loss: 0.00028339 | Time: 2103.37 ms [2020-12-11 07:32:29 main:574] : INFO : Epoch 805 | loss: 0.000283453 | val_loss: 0.000316661 | Time: 2067.65 ms [2020-12-11 07:32:31 main:574] : INFO : Epoch 806 | loss: 0.000349667 | val_loss: 0.000342882 | Time: 2149.47 ms [2020-12-11 07:32:33 main:574] : INFO : Epoch 807 | loss: 0.000294679 | val_loss: 0.000298963 | Time: 2099.29 ms [2020-12-11 07:32:35 main:574] : INFO : Epoch 808 | loss: 0.000318264 | val_loss: 0.000325814 | Time: 2093.17 ms [2020-12-11 07:32:37 main:574] : INFO : Epoch 809 | loss: 0.000300212 | val_loss: 0.000301079 | Time: 2089.08 ms [2020-12-11 07:32:39 main:574] : INFO : Epoch 810 | loss: 0.000268731 | val_loss: 0.000282773 | Time: 2121.27 ms [2020-12-11 07:32:41 main:574] : INFO : Epoch 811 | loss: 0.000392437 | val_loss: 0.0006714 | Time: 2074.54 ms [2020-12-11 07:32:43 main:574] : INFO : Epoch 812 | loss: 0.000426154 | val_loss: 0.000370547 | Time: 2116.31 ms [2020-12-11 07:32:45 main:574] : INFO : Epoch 813 | loss: 0.000303406 | val_loss: 0.000303479 | Time: 2064.87 ms [2020-12-11 07:32:47 main:574] : INFO : Epoch 814 | loss: 0.000270806 | val_loss: 0.000281749 | Time: 2099.59 ms [2020-12-11 07:32:50 main:574] : INFO : Epoch 815 | loss: 0.000273192 | val_loss: 0.000337372 | Time: 2110.49 ms [2020-12-11 07:32:52 main:574] : INFO : Epoch 816 | loss: 0.000334108 | val_loss: 0.000320558 | Time: 2070.2 ms [2020-12-11 07:32:54 main:574] : INFO : Epoch 817 | loss: 0.000281233 | val_loss: 0.000287616 | Time: 2117.8 ms [2020-12-11 07:32:56 main:574] : INFO : Epoch 818 | loss: 0.000282627 | val_loss: 0.00028451 | Time: 2064.16 ms [2020-12-11 07:32:58 main:574] : INFO : Epoch 819 | loss: 0.000273275 | val_loss: 0.000333296 | Time: 2136.26 ms [2020-12-11 07:33:00 main:574] : INFO : Epoch 820 | loss: 0.000439926 | val_loss: 0.000390546 | Time: 2075.56 ms [2020-12-11 07:33:02 main:574] : INFO : Epoch 821 | loss: 0.000304266 | val_loss: 0.000299504 | Time: 2152.05 ms [2020-12-11 07:33:04 main:574] : INFO : Epoch 822 | loss: 0.00026748 | val_loss: 0.000281341 | Time: 2115.2 ms [2020-12-11 07:33:06 main:574] : INFO : Epoch 823 | loss: 0.00026665 | val_loss: 0.000283865 | Time: 2108.59 ms [2020-12-11 07:33:09 main:574] : INFO : Epoch 824 | loss: 0.000277716 | val_loss: 0.000442331 | Time: 2091.25 ms [2020-12-11 07:33:11 main:574] : INFO : Epoch 825 | loss: 0.000474127 | val_loss: 0.000360544 | Time: 2159.16 ms [2020-12-11 07:33:13 main:574] : INFO : Epoch 826 | loss: 0.000303234 | val_loss: 0.000293215 | Time: 2129.32 ms [2020-12-11 07:33:15 main:574] : INFO : Epoch 827 | loss: 0.000274069 | val_loss: 0.000335798 | Time: 2134.4 ms [2020-12-11 07:33:17 main:574] : INFO : Epoch 828 | loss: 0.000322702 | val_loss: 0.000298338 | Time: 2061.48 ms [2020-12-11 07:33:19 main:574] : INFO : Epoch 829 | loss: 0.000271106 | val_loss: 0.000283668 | Time: 2140.76 ms [2020-12-11 07:33:21 main:574] : INFO : Epoch 830 | loss: 0.000265384 | val_loss: 0.000312965 | Time: 2078.75 ms [2020-12-11 07:33:23 main:574] : INFO : Epoch 831 | loss: 0.000369125 | val_loss: 0.000331522 | Time: 2096.87 ms [2020-12-11 07:33:25 main:574] : INFO : Epoch 832 | loss: 0.00029801 | val_loss: 0.000406397 | Time: 2073.98 ms [2020-12-11 07:33:28 main:574] : INFO : Epoch 833 | loss: 0.000331048 | val_loss: 0.000314104 | Time: 2139.58 ms [2020-12-11 07:33:30 main:574] : INFO : Epoch 834 | loss: 0.000273086 | val_loss: 0.000288153 | Time: 2072.58 ms [2020-12-11 07:33:32 main:574] : INFO : Epoch 835 | loss: 0.00030236 | val_loss: 0.000419554 | Time: 2095.19 ms [2020-12-11 07:33:34 main:574] : INFO : Epoch 836 | loss: 0.000302248 | val_loss: 0.000292931 | Time: 2113.86 ms [2020-12-11 07:33:36 main:574] : INFO : Epoch 837 | loss: 0.000293186 | val_loss: 0.00031962 | Time: 2072.51 ms [2020-12-11 07:33:38 main:574] : INFO : Epoch 838 | loss: 0.000274664 | val_loss: 0.00029992 | Time: 2113.59 ms [2020-12-11 07:33:40 main:574] : INFO : Epoch 839 | loss: 0.000322626 | val_loss: 0.000359086 | Time: 2068.96 ms [2020-12-11 07:33:42 main:574] : INFO : Epoch 840 | loss: 0.000326317 | val_loss: 0.000318182 | Time: 2125.71 ms [2020-12-11 07:33:44 main:574] : INFO : Epoch 841 | loss: 0.000278211 | val_loss: 0.000303595 | Time: 2040.11 ms [2020-12-11 07:33:46 main:574] : INFO : Epoch 842 | loss: 0.000305137 | val_loss: 0.000296976 | Time: 2146.56 ms [2020-12-11 07:33:49 main:574] : INFO : Epoch 843 | loss: 0.000325116 | val_loss: 0.000399765 | Time: 2081.8 ms [2020-12-11 07:33:51 main:574] : INFO : Epoch 844 | loss: 0.000318203 | val_loss: 0.000303497 | Time: 2120 ms [2020-12-11 07:33:53 main:574] : INFO : Epoch 845 | loss: 0.000286233 | val_loss: 0.00034114 | Time: 2061.17 ms [2020-12-11 07:33:55 main:574] : INFO : Epoch 846 | loss: 0.000287385 | val_loss: 0.000283021 | Time: 2155.61 ms [2020-12-11 07:33:57 main:574] : INFO : Epoch 847 | loss: 0.000305517 | val_loss: 0.000580497 | Time: 2087.67 ms [2020-12-11 07:33:59 main:574] : INFO : Epoch 848 | loss: 0.00042111 | val_loss: 0.000322662 | Time: 2179.17 ms [2020-12-11 07:34:01 main:574] : INFO : Epoch 849 | loss: 0.000286775 | val_loss: 0.00029128 | Time: 2073.02 ms [2020-12-11 07:34:03 main:574] : INFO : Epoch 850 | loss: 0.000266092 | val_loss: 0.0002929 | Time: 2113.78 ms [2020-12-11 07:34:05 main:574] : INFO : Epoch 851 | loss: 0.000283909 | val_loss: 0.000281098 | Time: 2092.75 ms [2020-12-11 07:34:08 main:574] : INFO : Epoch 852 | loss: 0.000357924 | val_loss: 0.000426787 | Time: 2128.66 ms [2020-12-11 07:34:10 main:574] : INFO : Epoch 853 | loss: 0.000345924 | val_loss: 0.000346477 | Time: 2070.46 ms [2020-12-11 07:34:12 main:574] : INFO : Epoch 854 | loss: 0.000340189 | val_loss: 0.000320067 | Time: 2083.42 ms [2020-12-11 07:34:14 main:574] : INFO : Epoch 855 | loss: 0.000275912 | val_loss: 0.000289329 | Time: 2110.39 ms [2020-12-11 07:34:16 main:574] : INFO : Epoch 856 | loss: 0.000263782 | val_loss: 0.000278924 | Time: 2076.6 ms [2020-12-11 07:34:18 main:574] : INFO : Epoch 857 | loss: 0.000334899 | val_loss: 0.000491577 | Time: 2079.96 ms [2020-12-11 07:34:20 main:574] : INFO : Epoch 858 | loss: 0.000344794 | val_loss: 0.000315207 | Time: 2074.33 ms [2020-12-11 07:34:22 main:574] : INFO : Epoch 859 | loss: 0.00027761 | val_loss: 0.000289713 | Time: 2132.88 ms [2020-12-11 07:34:24 main:574] : INFO : Epoch 860 | loss: 0.000265321 | val_loss: 0.000302492 | Time: 2074.59 ms [2020-12-11 07:34:26 main:574] : INFO : Epoch 861 | loss: 0.000355641 | val_loss: 0.000427514 | Time: 2106.77 ms [2020-12-11 07:34:29 main:574] : INFO : Epoch 862 | loss: 0.000310371 | val_loss: 0.000298487 | Time: 2037.35 ms [2020-12-11 07:34:31 main:574] : INFO : Epoch 863 | loss: 0.00029065 | val_loss: 0.000329059 | Time: 2144.31 ms [2020-12-11 07:34:33 main:574] : INFO : Epoch 864 | loss: 0.000282689 | val_loss: 0.000282687 | Time: 2094.03 ms [2020-12-11 07:34:35 main:574] : INFO : Epoch 865 | loss: 0.000270349 | val_loss: 0.000331458 | Time: 2129.66 ms [2020-12-11 07:34:37 main:574] : INFO : Epoch 866 | loss: 0.000338268 | val_loss: 0.000318383 | Time: 2062.88 ms [2020-12-11 07:34:39 main:574] : INFO : Epoch 867 | loss: 0.000298034 | val_loss: 0.000299527 | Time: 2208.59 ms [2020-12-11 07:34:41 main:574] : INFO : Epoch 868 | loss: 0.00027012 | val_loss: 0.000297507 | Time: 2058.56 ms [2020-12-11 07:34:43 main:574] : INFO : Epoch 869 | loss: 0.000345993 | val_loss: 0.000398981 | Time: 2136.27 ms [2020-12-11 07:34:45 main:574] : INFO : Epoch 870 | loss: 0.000329585 | val_loss: 0.000316321 | Time: 2089.57 ms [2020-12-11 07:34:48 main:574] : INFO : Epoch 871 | loss: 0.000276242 | val_loss: 0.000328446 | Time: 2105.02 ms [2020-12-11 07:34:50 main:574] : INFO : Epoch 872 | loss: 0.000388981 | val_loss: 0.000333232 | Time: 2110.59 ms [2020-12-11 07:34:52 main:574] : INFO : Epoch 873 | loss: 0.000291786 | val_loss: 0.000288637 | Time: 2096.12 ms [2020-12-11 07:34:54 main:574] : INFO : Epoch 874 | loss: 0.000268209 | val_loss: 0.00029657 | Time: 2113.58 ms [2020-12-11 07:34:56 main:574] : INFO : Epoch 875 | loss: 0.000274054 | val_loss: 0.000300744 | Time: 2112.34 ms [2020-12-11 07:34:58 main:574] : INFO : Epoch 876 | loss: 0.000274859 | val_loss: 0.000299021 | Time: 2082.95 ms [2020-12-11 07:35:00 main:574] : INFO : Epoch 877 | loss: 0.000419873 | val_loss: 0.000411889 | Time: 2069.61 ms [2020-12-11 07:35:02 main:574] : INFO : Epoch 878 | loss: 0.000335288 | val_loss: 0.000305649 | Time: 2059.43 ms [2020-12-11 07:35:04 main:574] : INFO : Epoch 879 | loss: 0.000270106 | val_loss: 0.000280593 | Time: 2076.29 ms [2020-12-11 07:35:06 main:574] : INFO : Epoch 880 | loss: 0.00025903 | val_loss: 0.000297104 | Time: 2086.57 ms [2020-12-11 07:35:09 main:574] : INFO : Epoch 881 | loss: 0.00042331 | val_loss: 0.000388776 | Time: 2086.31 ms [2020-12-11 07:35:11 main:574] : INFO : Epoch 882 | loss: 0.000315405 | val_loss: 0.000295888 | Time: 2128.42 ms [2020-12-11 07:35:13 main:574] : INFO : Epoch 883 | loss: 0.00026798 | val_loss: 0.000279766 | Time: 2051.64 ms [2020-12-11 07:35:15 main:574] : INFO : Epoch 884 | loss: 0.000262653 | val_loss: 0.000290166 | Time: 2125.52 ms [2020-12-11 07:35:17 main:574] : INFO : Epoch 885 | loss: 0.000311699 | val_loss: 0.000315487 | Time: 2095.36 ms [2020-12-11 07:35:19 main:574] : INFO : Epoch 886 | loss: 0.000288324 | val_loss: 0.000300357 | Time: 2115.73 ms [2020-12-11 07:35:21 main:574] : INFO : Epoch 887 | loss: 0.000280795 | val_loss: 0.000323976 | Time: 2127.93 ms [2020-12-11 07:35:23 main:574] : INFO : Epoch 888 | loss: 0.000368606 | val_loss: 0.000369198 | Time: 2126.79 ms [2020-12-11 07:35:25 main:574] : INFO : Epoch 889 | loss: 0.000312341 | val_loss: 0.000296698 | Time: 2070.08 ms [2020-12-11 07:35:28 main:574] : INFO : Epoch 890 | loss: 0.000272031 | val_loss: 0.000288926 | Time: 2099.97 ms [2020-12-11 07:35:30 main:574] : INFO : Epoch 891 | loss: 0.000263733 | val_loss: 0.000285582 | Time: 2073.25 ms [2020-12-11 07:35:32 main:574] : INFO : Epoch 892 | loss: 0.000360002 | val_loss: 0.000424601 | Time: 2142.69 ms [2020-12-11 07:35:34 main:574] : INFO : Epoch 893 | loss: 0.00033389 | val_loss: 0.000310658 | Time: 2100.65 ms [2020-12-11 07:35:36 main:574] : INFO : Epoch 894 | loss: 0.000275705 | val_loss: 0.000294957 | Time: 2136.53 ms [2020-12-11 07:35:38 main:574] : INFO : Epoch 895 | loss: 0.000303497 | val_loss: 0.000311545 | Time: 2089.83 ms [2020-12-11 07:35:40 main:574] : INFO : Epoch 896 | loss: 0.000286948 | val_loss: 0.000371595 | Time: 2081.51 ms [2020-12-11 07:35:42 main:574] : INFO : Epoch 897 | loss: 0.000370141 | val_loss: 0.000319145 | Time: 2070.92 ms [2020-12-11 07:35:44 main:574] : INFO : Epoch 898 | loss: 0.000282826 | val_loss: 0.000286331 | Time: 2068.16 ms [2020-12-11 07:35:46 main:574] : INFO : Epoch 899 | loss: 0.000262641 | val_loss: 0.000277588 | Time: 2082.47 ms [2020-12-11 07:35:49 main:574] : INFO : Epoch 900 | loss: 0.000275903 | val_loss: 0.000408281 | Time: 2076.06 ms [2020-12-11 07:35:51 main:574] : INFO : Epoch 901 | loss: 0.000374564 | val_loss: 0.000336756 | Time: 2095.01 ms [2020-12-11 07:35:53 main:574] : INFO : Epoch 902 | loss: 0.000289952 | val_loss: 0.000297356 | Time: 2064.52 ms [2020-12-11 07:35:55 main:574] : INFO : Epoch 903 | loss: 0.00026864 | val_loss: 0.000282586 | Time: 2150.67 ms [2020-12-11 07:35:57 main:574] : INFO : Epoch 904 | loss: 0.000322501 | val_loss: 0.000566333 | Time: 2045.14 ms [2020-12-11 07:35:59 main:574] : INFO : Epoch 905 | loss: 0.000355685 | val_loss: 0.000336897 | Time: 2114.41 ms [2020-12-11 07:36:01 main:574] : INFO : Epoch 906 | loss: 0.000298192 | val_loss: 0.000295156 | Time: 2063.54 ms [2020-12-11 07:36:03 main:574] : INFO : Epoch 907 | loss: 0.000270582 | val_loss: 0.000301289 | Time: 2138.08 ms [2020-12-11 07:36:05 main:574] : INFO : Epoch 908 | loss: 0.000294463 | val_loss: 0.000299427 | Time: 2106.66 ms [2020-12-11 07:36:07 main:574] : INFO : Epoch 909 | loss: 0.000347689 | val_loss: 0.000421567 | Time: 2121.73 ms [2020-12-11 07:36:10 main:574] : INFO : Epoch 910 | loss: 0.000329261 | val_loss: 0.000312416 | Time: 2100.04 ms [2020-12-11 07:36:12 main:574] : INFO : Epoch 911 | loss: 0.000271815 | val_loss: 0.000281259 | Time: 2112.06 ms [2020-12-11 07:36:14 main:574] : INFO : Epoch 912 | loss: 0.000258649 | val_loss: 0.000282698 | Time: 2075.52 ms [2020-12-11 07:36:16 main:574] : INFO : Epoch 913 | loss: 0.000336479 | val_loss: 0.000468233 | Time: 2133.38 ms [2020-12-11 07:36:18 main:574] : INFO : Epoch 914 | loss: 0.000345551 | val_loss: 0.000309918 | Time: 2094.83 ms [2020-12-11 07:36:20 main:574] : INFO : Epoch 915 | loss: 0.000279334 | val_loss: 0.000318607 | Time: 2111.71 ms [2020-12-11 07:36:22 main:574] : INFO : Epoch 916 | loss: 0.000334715 | val_loss: 0.000296275 | Time: 2070.8 ms [2020-12-11 07:36:24 main:574] : INFO : Epoch 917 | loss: 0.000276763 | val_loss: 0.00029459 | Time: 2087.68 ms [2020-12-11 07:36:26 main:574] : INFO : Epoch 918 | loss: 0.000281165 | val_loss: 0.000292398 | Time: 2065.12 ms [2020-12-11 07:36:28 main:574] : INFO : Epoch 919 | loss: 0.000276764 | val_loss: 0.000307057 | Time: 2123.43 ms [2020-12-11 07:36:31 main:574] : INFO : Epoch 920 | loss: 0.000318515 | val_loss: 0.000368803 | Time: 2076.25 ms [2020-12-11 07:36:33 main:574] : INFO : Epoch 921 | loss: 0.000339944 | val_loss: 0.000304445 | Time: 2092.54 ms [2020-12-11 07:36:35 main:574] : INFO : Epoch 922 | loss: 0.000274628 | val_loss: 0.000281056 | Time: 2113.31 ms [2020-12-11 07:36:37 main:574] : INFO : Epoch 923 | loss: 0.000258882 | val_loss: 0.000287572 | Time: 2080.69 ms [2020-12-11 07:36:39 main:574] : INFO : Epoch 924 | loss: 0.000429617 | val_loss: 0.000414627 | Time: 2128.69 ms [2020-12-11 07:36:41 main:574] : INFO : Epoch 925 | loss: 0.000345249 | val_loss: 0.000321502 | Time: 2061 ms [2020-12-11 07:36:43 main:574] : INFO : Epoch 926 | loss: 0.000276373 | val_loss: 0.00028609 | Time: 2145.77 ms [2020-12-11 07:36:45 main:574] : INFO : Epoch 927 | loss: 0.000276607 | val_loss: 0.000332407 | Time: 2074.56 ms [2020-12-11 07:36:47 main:574] : INFO : Epoch 928 | loss: 0.000318989 | val_loss: 0.000328584 | Time: 2107.58 ms [2020-12-11 07:36:49 main:574] : INFO : Epoch 929 | loss: 0.000298233 | val_loss: 0.000294648 | Time: 2079.73 ms [2020-12-11 07:36:52 main:574] : INFO : Epoch 930 | loss: 0.00026731 | val_loss: 0.000299828 | Time: 2137.46 ms [2020-12-11 07:36:54 main:574] : INFO : Epoch 931 | loss: 0.000317276 | val_loss: 0.000327609 | Time: 2099.98 ms [2020-12-11 07:36:56 main:574] : INFO : Epoch 932 | loss: 0.000282755 | val_loss: 0.00032605 | Time: 2155.53 ms [2020-12-11 07:36:58 main:574] : INFO : Epoch 933 | loss: 0.00029564 | val_loss: 0.000301481 | Time: 2074.76 ms [2020-12-11 07:37:00 main:574] : INFO : Epoch 934 | loss: 0.000285757 | val_loss: 0.000342279 | Time: 2114.62 ms [2020-12-11 07:37:02 main:574] : INFO : Epoch 935 | loss: 0.000298662 | val_loss: 0.000299562 | Time: 2072.13 ms [2020-12-11 07:37:04 main:574] : INFO : Epoch 936 | loss: 0.000280263 | val_loss: 0.000308367 | Time: 2093.85 ms [2020-12-11 07:37:06 main:574] : INFO : Epoch 937 | loss: 0.000301807 | val_loss: 0.000403253 | Time: 2090.47 ms [2020-12-11 07:37:09 main:574] : INFO : Epoch 938 | loss: 0.000400223 | val_loss: 0.000341372 | Time: 2111.99 ms [2020-12-11 07:37:11 main:574] : INFO : Epoch 939 | loss: 0.000283099 | val_loss: 0.00029086 | Time: 2096.86 ms [2020-12-11 07:37:13 main:574] : INFO : Epoch 940 | loss: 0.000284211 | val_loss: 0.00042029 | Time: 2054.52 ms [2020-12-11 07:37:15 main:574] : INFO : Epoch 941 | loss: 0.000339448 | val_loss: 0.000312509 | Time: 2064.68 ms [2020-12-11 07:37:17 main:574] : INFO : Epoch 942 | loss: 0.000268556 | val_loss: 0.000281775 | Time: 2083.96 ms [2020-12-11 07:37:19 main:574] : INFO : Epoch 943 | loss: 0.000269156 | val_loss: 0.000345341 | Time: 2106.55 ms [2020-12-11 07:37:21 main:574] : INFO : Epoch 944 | loss: 0.000332641 | val_loss: 0.000297648 | Time: 2066.79 ms [2020-12-11 07:37:23 main:574] : INFO : Epoch 945 | loss: 0.000275319 | val_loss: 0.000282095 | Time: 2098.61 ms [2020-12-11 07:37:25 main:574] : INFO : Epoch 946 | loss: 0.000284366 | val_loss: 0.000379826 | Time: 2039.02 ms [2020-12-11 07:37:27 main:574] : INFO : Epoch 947 | loss: 0.000354605 | val_loss: 0.000317184 | Time: 2116.84 ms [2020-12-11 07:37:29 main:574] : INFO : Epoch 948 | loss: 0.000283613 | val_loss: 0.000292093 | Time: 2094.65 ms [2020-12-11 07:37:32 main:574] : INFO : Epoch 949 | loss: 0.000270362 | val_loss: 0.000304458 | Time: 2160.9 ms [2020-12-11 07:37:34 main:574] : INFO : Epoch 950 | loss: 0.000332979 | val_loss: 0.000380278 | Time: 2090.44 ms [2020-12-11 07:37:36 main:574] : INFO : Epoch 951 | loss: 0.000300771 | val_loss: 0.000296745 | Time: 2142.76 ms [2020-12-11 07:37:38 main:574] : INFO : Epoch 952 | loss: 0.000266244 | val_loss: 0.000295307 | Time: 2068.03 ms [2020-12-11 07:37:40 main:574] : INFO : Epoch 953 | loss: 0.00037633 | val_loss: 0.000342551 | Time: 2140.54 ms [2020-12-11 07:37:42 main:574] : INFO : Epoch 954 | loss: 0.000308978 | val_loss: 0.000298503 | Time: 2097.05 ms [2020-12-11 07:37:44 main:574] : INFO : Epoch 955 | loss: 0.000267051 | val_loss: 0.000290382 | Time: 2120.1 ms [2020-12-11 07:37:46 main:574] : INFO : Epoch 956 | loss: 0.000315093 | val_loss: 0.000294898 | Time: 2076.82 ms [2020-12-11 07:37:48 main:574] : INFO : Epoch 957 | loss: 0.000274745 | val_loss: 0.00029202 | Time: 2103.35 ms [2020-12-11 07:37:51 main:574] : INFO : Epoch 958 | loss: 0.000325889 | val_loss: 0.000311297 | Time: 2080.95 ms [2020-12-11 07:37:53 main:574] : INFO : Epoch 959 | loss: 0.000284662 | val_loss: 0.000300515 | Time: 2103.61 ms [2020-12-11 07:37:55 main:574] : INFO : Epoch 960 | loss: 0.00029237 | val_loss: 0.000297395 | Time: 2072.59 ms [2020-12-11 07:37:57 main:574] : INFO : Epoch 961 | loss: 0.000283941 | val_loss: 0.000335011 | Time: 2085.34 ms [2020-12-11 07:37:59 main:574] : INFO : Epoch 962 | loss: 0.000317307 | val_loss: 0.000315648 | Time: 2123.61 ms [2020-12-11 07:38:01 main:574] : INFO : Epoch 963 | loss: 0.000267208 | val_loss: 0.000286319 | Time: 2120.88 ms [2020-12-11 07:38:03 main:574] : INFO : Epoch 964 | loss: 0.000309109 | val_loss: 0.000365192 | Time: 2120.66 ms [2020-12-11 07:38:05 main:574] : INFO : Epoch 965 | loss: 0.000299678 | val_loss: 0.00030571 | Time: 2065.24 ms [2020-12-11 07:38:07 main:574] : INFO : Epoch 966 | loss: 0.000333054 | val_loss: 0.000345902 | Time: 2128.45 ms [2020-12-11 07:38:10 main:574] : INFO : Epoch 967 | loss: 0.000292716 | val_loss: 0.000283586 | Time: 2109.44 ms [2020-12-11 07:38:12 main:574] : INFO : Epoch 968 | loss: 0.000270419 | val_loss: 0.000296057 | Time: 2113.51 ms [2020-12-11 07:38:14 main:574] : INFO : Epoch 969 | loss: 0.00029519 | val_loss: 0.000337232 | Time: 2091.55 ms [2020-12-11 07:38:16 main:574] : INFO : Epoch 970 | loss: 0.000376133 | val_loss: 0.000364856 | Time: 2099.21 ms [2020-12-11 07:38:18 main:574] : INFO : Epoch 971 | loss: 0.000293944 | val_loss: 0.000292791 | Time: 2084.57 ms [2020-12-11 07:38:20 main:574] : INFO : Epoch 972 | loss: 0.000274565 | val_loss: 0.000288347 | Time: 2126.29 ms [2020-12-11 07:38:22 main:574] : INFO : Epoch 973 | loss: 0.000264755 | val_loss: 0.000299436 | Time: 2088.64 ms [2020-12-11 07:38:24 main:574] : INFO : Epoch 974 | loss: 0.000340593 | val_loss: 0.000355715 | Time: 2126.06 ms [2020-12-11 07:38:26 main:574] : INFO : Epoch 975 | loss: 0.000305731 | val_loss: 0.000331315 | Time: 2087.56 ms [2020-12-11 07:38:28 main:574] : INFO : Epoch 976 | loss: 0.000274535 | val_loss: 0.000283201 | Time: 2124.42 ms [2020-12-11 07:38:31 main:574] : INFO : Epoch 977 | loss: 0.0002642 | val_loss: 0.000311408 | Time: 2089.64 ms [2020-12-11 07:38:33 main:574] : INFO : Epoch 978 | loss: 0.000310522 | val_loss: 0.000299343 | Time: 2085.41 ms [2020-12-11 07:38:35 main:574] : INFO : Epoch 979 | loss: 0.000293049 | val_loss: 0.000401721 | Time: 2065.89 ms [2020-12-11 07:38:37 main:574] : INFO : Epoch 980 | loss: 0.00037239 | val_loss: 0.000353374 | Time: 2127.76 ms [2020-12-11 07:38:39 main:574] : INFO : Epoch 981 | loss: 0.000286033 | val_loss: 0.000289866 | Time: 2113.11 ms [2020-12-11 07:38:41 main:574] : INFO : Epoch 982 | loss: 0.000261571 | val_loss: 0.000280239 | Time: 2069.47 ms [2020-12-11 07:38:43 main:574] : INFO : Epoch 983 | loss: 0.000315736 | val_loss: 0.000316317 | Time: 2102.57 ms [2020-12-11 07:38:45 main:574] : INFO : Epoch 984 | loss: 0.000295185 | val_loss: 0.000381645 | Time: 2080.12 ms [2020-12-11 07:38:47 main:574] : INFO : Epoch 985 | loss: 0.000308623 | val_loss: 0.000288205 | Time: 2115.95 ms [2020-12-11 07:38:49 main:574] : INFO : Epoch 986 | loss: 0.000263212 | val_loss: 0.000279078 | Time: 2076.46 ms [2020-12-11 07:38:52 main:574] : INFO : Epoch 987 | loss: 0.000290612 | val_loss: 0.00038873 | Time: 2143.94 ms [2020-12-11 07:38:54 main:574] : INFO : Epoch 988 | loss: 0.000414927 | val_loss: 0.000356692 | Time: 2083.96 ms [2020-12-11 07:38:56 main:574] : INFO : Epoch 989 | loss: 0.000309908 | val_loss: 0.000293475 | Time: 2098.18 ms [2020-12-11 07:38:58 main:574] : INFO : Epoch 990 | loss: 0.000262937 | val_loss: 0.000276961 | Time: 2085.18 ms [2020-12-11 07:39:00 main:574] : INFO : Epoch 991 | loss: 0.000272702 | val_loss: 0.000326454 | Time: 2107.37 ms [2020-12-11 07:39:02 main:574] : INFO : Epoch 992 | loss: 0.000291855 | val_loss: 0.000311168 | Time: 2105.07 ms [2020-12-11 07:39:04 main:574] : INFO : Epoch 993 | loss: 0.000308099 | val_loss: 0.000294792 | Time: 2129.58 ms [2020-12-11 07:39:06 main:574] : INFO : Epoch 994 | loss: 0.000275524 | val_loss: 0.000290794 | Time: 2081.38 ms [2020-12-11 07:39:08 main:574] : INFO : Epoch 995 | loss: 0.000303124 | val_loss: 0.00030263 | Time: 2131.1 ms [2020-12-11 07:39:11 main:574] : INFO : Epoch 996 | loss: 0.000283941 | val_loss: 0.000330461 | Time: 2062.46 ms [2020-12-11 07:39:13 main:574] : INFO : Epoch 997 | loss: 0.000301799 | val_loss: 0.000302439 | Time: 2128.59 ms [2020-12-11 07:39:15 main:574] : INFO : Epoch 998 | loss: 0.000275941 | val_loss: 0.000298925 | Time: 2050.92 ms [2020-12-11 07:39:17 main:574] : INFO : Epoch 999 | loss: 0.000339647 | val_loss: 0.000425105 | Time: 2102.76 ms [2020-12-11 07:39:19 main:574] : INFO : Epoch 1000 | loss: 0.000313581 | val_loss: 0.000281934 | Time: 2090.69 ms [2020-12-11 07:39:21 main:574] : INFO : Epoch 1001 | loss: 0.000267678 | val_loss: 0.000289609 | Time: 2111.1 ms [2020-12-11 07:39:23 main:574] : INFO : Epoch 1002 | loss: 0.000280169 | val_loss: 0.000306153 | Time: 2103.77 ms [2020-12-11 07:39:25 main:574] : INFO : Epoch 1003 | loss: 0.00027737 | val_loss: 0.000334794 | Time: 2073.22 ms [2020-12-11 07:39:27 main:574] : INFO : Epoch 1004 | loss: 0.000367766 | val_loss: 0.000391491 | Time: 2102.91 ms [2020-12-11 07:39:29 main:574] : INFO : Epoch 1005 | loss: 0.000306592 | val_loss: 0.000301174 | Time: 2094.98 ms [2020-12-11 07:39:32 main:574] : INFO : Epoch 1006 | loss: 0.00026474 | val_loss: 0.000279264 | Time: 2092.09 ms [2020-12-11 07:39:34 main:574] : INFO : Epoch 1007 | loss: 0.000263223 | val_loss: 0.000291162 | Time: 2094.23 ms [2020-12-11 07:39:36 main:574] : INFO : Epoch 1008 | loss: 0.000460286 | val_loss: 0.000480475 | Time: 2116.57 ms [2020-12-11 07:39:38 main:574] : INFO : Epoch 1009 | loss: 0.00045682 | val_loss: 0.000350737 | Time: 2054.29 ms [2020-12-11 07:39:40 main:574] : INFO : Epoch 1010 | loss: 0.000294034 | val_loss: 0.000290302 | Time: 2102.07 ms [2020-12-11 07:39:42 main:574] : INFO : Epoch 1011 | loss: 0.000264203 | val_loss: 0.000276968 | Time: 2087.48 ms [2020-12-11 07:39:44 main:574] : INFO : Epoch 1012 | loss: 0.000265003 | val_loss: 0.000328171 | Time: 2135.54 ms [2020-12-11 07:39:46 main:574] : INFO : Epoch 1013 | loss: 0.000329647 | val_loss: 0.000301653 | Time: 2088.16 ms [2020-12-11 07:39:48 main:574] : INFO : Epoch 1014 | loss: 0.00026973 | val_loss: 0.000275767 | Time: 2118.32 ms [2020-12-11 07:39:50 main:574] : INFO : Epoch 1015 | loss: 0.000254203 | val_loss: 0.000275381 | Time: 2083.99 ms [2020-12-11 07:39:53 main:574] : INFO : Epoch 1016 | loss: 0.000264582 | val_loss: 0.000347838 | Time: 2125.88 ms [2020-12-11 07:39:55 main:574] : INFO : Epoch 1017 | loss: 0.000361554 | val_loss: 0.000315701 | Time: 2073.81 ms [2020-12-11 07:39:57 main:574] : INFO : Epoch 1018 | loss: 0.000282206 | val_loss: 0.000285886 | Time: 2128.78 ms [2020-12-11 07:39:59 main:574] : INFO : Epoch 1019 | loss: 0.000255777 | val_loss: 0.000272062 | Time: 2058.12 ms [2020-12-11 07:40:01 main:574] : INFO : Epoch 1020 | loss: 0.000285777 | val_loss: 0.000551448 | Time: 2104.33 ms [2020-12-11 07:40:03 main:574] : INFO : Epoch 1021 | loss: 0.000417059 | val_loss: 0.000329583 | Time: 2101.52 ms [2020-12-11 07:40:05 main:574] : INFO : Epoch 1022 | loss: 0.000275584 | val_loss: 0.000280749 | Time: 2090.73 ms [2020-12-11 07:40:07 main:574] : INFO : Epoch 1023 | loss: 0.000254257 | val_loss: 0.000273123 | Time: 2091.38 ms [2020-12-11 07:40:09 main:574] : INFO : Epoch 1024 | loss: 0.000305574 | val_loss: 0.000340312 | Time: 2062.47 ms [2020-12-11 07:40:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000340312 [2020-12-11 07:40:09 main:603] : INFO : Saving end state to config to file [2020-12-11 07:40:09 main:608] : INFO : Success, exiting.. 07:40:09 (17896): 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)