Task 3161620
| Name | EightBitModified-1605455743-5769-3_0 |
| Workunit | 1461061 |
| Created | 2 Dec 2020, 15:56:30 UTC |
| Sent | 4 Dec 2020, 3:47:56 UTC |
| Report deadline | 11 Dec 2020, 3:47:56 UTC |
| Received | 4 Dec 2020, 13:48:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 32 min 14 sec |
| CPU time | 32 min 11 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.73 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 | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 526 | loss: 0.000150834 | val_loss: 0.000174376 | Time: 1891.56 ms [2020-12-04 08:04:49 main:581] : INFO : Epoch 527 | loss: 0.000159545 | val_loss: 0.000202755 | Time: 1884.91 ms [2020-12-04 08:04:50 main:581] : INFO : Epoch 528 | loss: 0.000150992 | val_loss: 0.000173362 | Time: 1893.31 ms [2020-12-04 08:04:52 main:581] : INFO : Epoch 529 | loss: 0.00014622 | val_loss: 0.000133655 | Time: 1881.11 ms [2020-12-04 08:04:54 main:581] : INFO : Epoch 530 | loss: 0.000113539 | val_loss: 0.00012376 | Time: 1875.37 ms [2020-12-04 08:04:56 main:581] : INFO : Epoch 531 | loss: 0.000108672 | val_loss: 0.000124755 | Time: 1873.96 ms [2020-12-04 08:04:58 main:581] : INFO : Epoch 532 | loss: 0.000151439 | val_loss: 0.000164364 | Time: 1883.57 ms [2020-12-04 08:05:00 main:581] : INFO : Epoch 533 | loss: 0.000126839 | val_loss: 0.000131094 | Time: 1879.08 ms [2020-12-04 08:05:02 main:581] : INFO : Epoch 534 | loss: 0.000113824 | val_loss: 0.000130637 | Time: 1881.72 ms [2020-12-04 08:05:04 main:581] : INFO : Epoch 535 | loss: 0.000118503 | val_loss: 0.000127495 | Time: 1883.2 ms [2020-12-04 08:05:05 main:581] : INFO : Epoch 536 | loss: 0.000119109 | val_loss: 0.000155259 | Time: 1883.12 ms [2020-12-04 08:05:07 main:581] : INFO : Epoch 537 | loss: 0.000131733 | val_loss: 0.000132086 | Time: 1881.6 ms [2020-12-04 08:05:09 main:581] : INFO : Epoch 538 | loss: 0.000112326 | val_loss: 0.000121673 | Time: 1884.19 ms [2020-12-04 08:05:11 main:581] : INFO : Epoch 539 | loss: 0.000112023 | val_loss: 0.00014952 | Time: 1887.19 ms [2020-12-04 08:05:13 main:581] : INFO : Epoch 540 | loss: 0.000154639 | val_loss: 0.000147814 | Time: 1887.19 ms [2020-12-04 08:05:15 main:581] : INFO : Epoch 541 | loss: 0.000131597 | val_loss: 0.000140031 | Time: 1881.83 ms [2020-12-04 08:05:17 main:581] : INFO : Epoch 542 | loss: 0.000116021 | val_loss: 0.000123305 | Time: 1884.69 ms [2020-12-04 08:05:19 main:581] : INFO : Epoch 543 | loss: 0.000113181 | val_loss: 0.000143734 | Time: 1886.39 ms [2020-12-04 08:05:21 main:581] : INFO : Epoch 544 | loss: 0.00014708 | val_loss: 0.00014166 | Time: 1883.67 ms [2020-12-04 08:05:22 main:581] : INFO : Epoch 545 | loss: 0.000126783 | val_loss: 0.000139821 | Time: 1876.37 ms [2020-12-04 08:05:24 main:581] : INFO : Epoch 546 | loss: 0.000114908 | val_loss: 0.000125899 | Time: 1882.49 ms [2020-12-04 08:05:26 main:581] : INFO : Epoch 547 | loss: 0.000112087 | val_loss: 0.000126851 | Time: 1890.61 ms [2020-12-04 08:05:28 main:581] : INFO : Epoch 548 | loss: 0.000162498 | val_loss: 0.000168131 | Time: 1887.46 ms [2020-12-04 08:05:30 main:581] : INFO : Epoch 549 | loss: 0.000131058 | val_loss: 0.000128741 | Time: 1887.2 ms [2020-12-04 08:05:32 main:581] : INFO : Epoch 550 | loss: 0.000117097 | val_loss: 0.000127006 | Time: 1890.35 ms [2020-12-04 08:05:34 main:581] : INFO : Epoch 551 | loss: 0.000112165 | val_loss: 0.000127729 | Time: 1878.66 ms [2020-12-04 08:05:36 main:581] : INFO : Epoch 552 | loss: 0.000117582 | val_loss: 0.000177036 | Time: 1874.43 ms [2020-12-04 08:05:37 main:581] : INFO : Epoch 553 | loss: 0.000158013 | val_loss: 0.000150481 | Time: 1877.73 ms [2020-12-04 08:05:39 main:581] : INFO : Epoch 554 | loss: 0.000123269 | val_loss: 0.000130931 | Time: 1884.59 ms [2020-12-04 08:05:41 main:581] : INFO : Epoch 555 | loss: 0.000112203 | val_loss: 0.000123705 | Time: 1881.71 ms [2020-12-04 08:05:43 main:581] : INFO : Epoch 556 | loss: 0.000113188 | val_loss: 0.000143031 | Time: 1881.6 ms [2020-12-04 08:05:45 main:581] : INFO : Epoch 557 | loss: 0.000138643 | val_loss: 0.000152665 | Time: 1881.39 ms [2020-12-04 08:05:47 main:581] : INFO : Epoch 558 | loss: 0.000136028 | val_loss: 0.000135656 | Time: 1884.76 ms [2020-12-04 08:05:49 main:581] : INFO : Epoch 559 | loss: 0.000120956 | val_loss: 0.000126566 | Time: 1891.23 ms [2020-12-04 08:05:51 main:581] : INFO : Epoch 560 | loss: 0.00011164 | val_loss: 0.000129195 | Time: 1887.21 ms [2020-12-04 08:05:53 main:581] : INFO : Epoch 561 | loss: 0.000134579 | val_loss: 0.00017396 | Time: 1883.21 ms [2020-12-04 08:05:54 main:581] : INFO : Epoch 562 | loss: 0.000146138 | val_loss: 0.000139134 | Time: 1883.18 ms [2020-12-04 08:05:56 main:581] : INFO : Epoch 563 | loss: 0.000136555 | val_loss: 0.000177433 | Time: 1884.7 ms [2020-12-04 08:05:58 main:581] : INFO : Epoch 564 | loss: 0.000126803 | val_loss: 0.000128594 | Time: 1886.92 ms [2020-12-04 08:06:00 main:581] : INFO : Epoch 565 | loss: 0.000113852 | val_loss: 0.000122048 | Time: 1888.42 ms [2020-12-04 08:06:02 main:581] : INFO : Epoch 566 | loss: 0.000109846 | val_loss: 0.000131637 | Time: 1888.81 ms [2020-12-04 08:06:04 main:581] : INFO : Epoch 567 | loss: 0.000146236 | val_loss: 0.000152035 | Time: 1888.92 ms [2020-12-04 08:06:06 main:581] : INFO : Epoch 568 | loss: 0.000130332 | val_loss: 0.000132184 | Time: 1889.79 ms [2020-12-04 08:06:08 main:581] : INFO : Epoch 569 | loss: 0.000116822 | val_loss: 0.000128939 | Time: 1888.18 ms [2020-12-04 08:06:10 main:581] : INFO : Epoch 570 | loss: 0.000113632 | val_loss: 0.00013693 | Time: 1887.71 ms [2020-12-04 08:06:11 main:581] : INFO : Epoch 571 | loss: 0.00013499 | val_loss: 0.000160451 | Time: 1884.57 ms [2020-12-04 08:06:13 main:581] : INFO : Epoch 572 | loss: 0.000126443 | val_loss: 0.000129735 | Time: 1887.87 ms [2020-12-04 08:06:15 main:581] : INFO : Epoch 573 | loss: 0.000120468 | val_loss: 0.000128385 | Time: 1885.42 ms [2020-12-04 08:06:17 main:581] : INFO : Epoch 574 | loss: 0.000115498 | val_loss: 0.000130628 | Time: 1892.93 ms [2020-12-04 08:06:19 main:581] : INFO : Epoch 575 | loss: 0.000130323 | val_loss: 0.000141233 | Time: 1881.85 ms [2020-12-04 08:06:21 main:581] : INFO : Epoch 576 | loss: 0.00012209 | val_loss: 0.000139208 | Time: 1876.69 ms [2020-12-04 08:06:23 main:581] : INFO : Epoch 577 | loss: 0.000147741 | val_loss: 0.000154314 | Time: 1876.62 ms [2020-12-04 08:06:25 main:581] : INFO : Epoch 578 | loss: 0.000125295 | val_loss: 0.000129902 | Time: 1877.76 ms [2020-12-04 08:06:26 main:581] : INFO : Epoch 579 | loss: 0.000113653 | val_loss: 0.000125808 | Time: 1892.8 ms [2020-12-04 08:06:28 main:581] : INFO : Epoch 580 | loss: 0.000126879 | val_loss: 0.000169031 | Time: 1891.85 ms [2020-12-04 08:06:30 main:581] : INFO : Epoch 581 | loss: 0.000135308 | val_loss: 0.000136147 | Time: 1890.75 ms [2020-12-04 08:06:32 main:581] : INFO : Epoch 582 | loss: 0.000118391 | val_loss: 0.00013466 | Time: 1886.43 ms [2020-12-04 08:06:34 main:581] : INFO : Epoch 583 | loss: 0.000129274 | val_loss: 0.000136914 | Time: 1879.1 ms [2020-12-04 08:06:36 main:581] : INFO : Epoch 584 | loss: 0.000120614 | val_loss: 0.000126643 | Time: 1878.22 ms [2020-12-04 08:06:38 main:581] : INFO : Epoch 585 | loss: 0.000111945 | val_loss: 0.000128196 | Time: 1877.77 ms [2020-12-04 08:06:40 main:581] : INFO : Epoch 586 | loss: 0.000153572 | val_loss: 0.000157955 | Time: 1877.11 ms [2020-12-04 08:06:42 main:581] : INFO : Epoch 587 | loss: 0.000133576 | val_loss: 0.000169152 | Time: 1883.14 ms [2020-12-04 08:06:43 main:581] : INFO : Epoch 588 | loss: 0.000171131 | val_loss: 0.000213331 | Time: 1879.15 ms [2020-12-04 08:06:45 main:581] : INFO : Epoch 589 | loss: 0.000220188 | val_loss: 0.000159757 | Time: 1882.61 ms [2020-12-04 08:06:47 main:581] : INFO : Epoch 590 | loss: 0.00013529 | val_loss: 0.000128745 | Time: 1883.66 ms [2020-12-04 08:06:49 main:581] : INFO : Epoch 591 | loss: 0.000113099 | val_loss: 0.000123673 | Time: 1883.21 ms [2020-12-04 08:06:51 main:581] : INFO : Epoch 592 | loss: 0.000107924 | val_loss: 0.000120311 | Time: 1881.16 ms [2020-12-04 08:06:53 main:581] : INFO : Epoch 593 | loss: 0.000112774 | val_loss: 0.000127739 | Time: 1878.55 ms [2020-12-04 08:06:55 main:581] : INFO : Epoch 594 | loss: 0.000125033 | val_loss: 0.000140952 | Time: 1880.68 ms [2020-12-04 08:06:57 main:581] : INFO : Epoch 595 | loss: 0.000115486 | val_loss: 0.000127704 | Time: 1893.66 ms [2020-12-04 08:06:59 main:581] : INFO : Epoch 596 | loss: 0.000109535 | val_loss: 0.000122242 | Time: 1885.47 ms [2020-12-04 08:07:00 main:581] : INFO : Epoch 597 | loss: 0.000137087 | val_loss: 0.000157398 | Time: 1884.08 ms [2020-12-04 08:07:02 main:581] : INFO : Epoch 598 | loss: 0.000123269 | val_loss: 0.000129759 | Time: 1877.68 ms [2020-12-04 08:07:04 main:581] : INFO : Epoch 599 | loss: 0.000111687 | val_loss: 0.00012364 | Time: 1883.75 ms [2020-12-04 08:07:06 main:581] : INFO : Epoch 600 | loss: 0.000115094 | val_loss: 0.000140526 | Time: 1882.87 ms [2020-12-04 08:07:08 main:581] : INFO : Epoch 601 | loss: 0.000124223 | val_loss: 0.000132275 | Time: 1882.38 ms [2020-12-04 08:07:10 main:581] : INFO : Epoch 602 | loss: 0.000117759 | val_loss: 0.000127105 | Time: 1881.47 ms [2020-12-04 08:07:12 main:581] : INFO : Epoch 603 | loss: 0.000152381 | val_loss: 0.000151344 | Time: 1875.21 ms [2020-12-04 08:07:14 main:581] : INFO : Epoch 604 | loss: 0.000126744 | val_loss: 0.000135483 | Time: 1873.89 ms [2020-12-04 08:07:15 main:581] : INFO : Epoch 605 | loss: 0.00012303 | val_loss: 0.00013282 | Time: 1877.32 ms [2020-12-04 08:07:17 main:581] : INFO : Epoch 606 | loss: 0.000120804 | val_loss: 0.000124761 | Time: 1876.62 ms [2020-12-04 08:07:19 main:581] : INFO : Epoch 607 | loss: 0.000110942 | val_loss: 0.000125205 | Time: 1876.76 ms [2020-12-04 08:07:21 main:581] : INFO : Epoch 608 | loss: 0.000139233 | val_loss: 0.000148042 | Time: 1879.58 ms [2020-12-04 08:07:23 main:581] : INFO : Epoch 609 | loss: 0.00012713 | val_loss: 0.00013033 | Time: 1887.58 ms [2020-12-04 08:07:25 main:581] : INFO : Epoch 610 | loss: 0.000118656 | val_loss: 0.000126186 | Time: 1884.98 ms [2020-12-04 08:07:27 main:581] : INFO : Epoch 611 | loss: 0.000111305 | val_loss: 0.00012652 | Time: 1885.79 ms [2020-12-04 08:07:29 main:581] : INFO : Epoch 612 | loss: 0.000120046 | val_loss: 0.000156701 | Time: 1887.82 ms [2020-12-04 08:07:30 main:581] : INFO : Epoch 613 | loss: 0.000169712 | val_loss: 0.000164765 | Time: 1890.19 ms [2020-12-04 08:07:32 main:581] : INFO : Epoch 614 | loss: 0.000129517 | val_loss: 0.000130842 | Time: 1890.41 ms [2020-12-04 08:07:34 main:581] : INFO : Epoch 615 | loss: 0.000112323 | val_loss: 0.000124352 | Time: 1882.18 ms [2020-12-04 08:07:36 main:581] : INFO : Epoch 616 | loss: 0.000109982 | val_loss: 0.000125129 | Time: 1883.96 ms [2020-12-04 08:07:38 main:581] : INFO : Epoch 617 | loss: 0.000129383 | val_loss: 0.000194365 | Time: 1883.04 ms [2020-12-04 08:07:40 main:581] : INFO : Epoch 618 | loss: 0.000134591 | val_loss: 0.000138941 | Time: 1883.31 ms [2020-12-04 08:07:42 main:581] : INFO : Epoch 619 | loss: 0.000121852 | val_loss: 0.000127259 | Time: 1887.27 ms [2020-12-04 08:07:44 main:581] : INFO : Epoch 620 | loss: 0.000110518 | val_loss: 0.000125161 | Time: 1886.4 ms [2020-12-04 08:07:46 main:581] : INFO : Epoch 621 | loss: 0.000144656 | val_loss: 0.000188777 | Time: 1888.01 ms [2020-12-04 08:07:47 main:581] : INFO : Epoch 622 | loss: 0.000138643 | val_loss: 0.000143354 | Time: 1883.93 ms [2020-12-04 08:07:49 main:581] : INFO : Epoch 623 | loss: 0.000126853 | val_loss: 0.000129713 | Time: 1887.15 ms [2020-12-04 08:07:51 main:581] : INFO : Epoch 624 | loss: 0.000111058 | val_loss: 0.000122511 | Time: 1884.67 ms [2020-12-04 08:07:53 main:581] : INFO : Epoch 625 | loss: 0.000127883 | val_loss: 0.000151698 | Time: 1887.88 ms [2020-12-04 08:07:55 main:581] : INFO : Epoch 626 | loss: 0.000118394 | val_loss: 0.000127035 | Time: 1891.05 ms [2020-12-04 08:07:57 main:581] : INFO : Epoch 627 | loss: 0.000113207 | val_loss: 0.000132738 | Time: 1889.01 ms [2020-12-04 08:07:59 main:581] : INFO : Epoch 628 | loss: 0.000131414 | val_loss: 0.000171702 | Time: 1888.7 ms [2020-12-04 08:08:01 main:581] : INFO : Epoch 629 | loss: 0.000134399 | val_loss: 0.000128285 | Time: 1888.69 ms [2020-12-04 08:08:03 main:581] : INFO : Epoch 630 | loss: 0.000113376 | val_loss: 0.000124107 | Time: 1883.36 ms [2020-12-04 08:08:04 main:581] : INFO : Epoch 631 | loss: 0.00011413 | val_loss: 0.000142165 | Time: 1879.28 ms [2020-12-04 08:08:06 main:581] : INFO : Epoch 632 | loss: 0.000152184 | val_loss: 0.000172083 | Time: 1876.73 ms [2020-12-04 08:08:08 main:581] : INFO : Epoch 633 | loss: 0.000133315 | val_loss: 0.000139495 | Time: 1887.43 ms [2020-12-04 08:08:10 main:581] : INFO : Epoch 634 | loss: 0.000115633 | val_loss: 0.000125019 | Time: 1888.98 ms [2020-12-04 08:08:12 main:581] : INFO : Epoch 635 | loss: 0.000109552 | val_loss: 0.000127663 | Time: 1888.98 ms [2020-12-04 08:08:14 main:581] : INFO : Epoch 636 | loss: 0.000134211 | val_loss: 0.000151939 | Time: 1890.63 ms [2020-12-04 08:08:16 main:581] : INFO : Epoch 637 | loss: 0.000143866 | val_loss: 0.000152636 | Time: 1891.44 ms [2020-12-04 08:08:18 main:581] : INFO : Epoch 638 | loss: 0.00012219 | val_loss: 0.000127633 | Time: 1877.22 ms [2020-12-04 08:08:20 main:581] : INFO : Epoch 639 | loss: 0.000111865 | val_loss: 0.000130116 | Time: 1875.75 ms [2020-12-04 08:08:21 main:581] : INFO : Epoch 640 | loss: 0.000133929 | val_loss: 0.000162991 | Time: 1879.39 ms [2020-12-04 08:08:23 main:581] : INFO : Epoch 641 | loss: 0.000131752 | val_loss: 0.000133668 | Time: 1882.55 ms [2020-12-04 08:08:25 main:581] : INFO : Epoch 642 | loss: 0.000113443 | val_loss: 0.000126458 | Time: 1887.34 ms [2020-12-04 08:08:27 main:581] : INFO : Epoch 643 | loss: 0.000117088 | val_loss: 0.000136233 | Time: 1885.63 ms [2020-12-04 08:08:29 main:581] : INFO : Epoch 644 | loss: 0.000138064 | val_loss: 0.000163099 | Time: 1884.22 ms [2020-12-04 08:08:31 main:581] : INFO : Epoch 645 | loss: 0.000138415 | val_loss: 0.000134959 | Time: 1884.55 ms [2020-12-04 08:08:33 main:581] : INFO : Epoch 646 | loss: 0.00011493 | val_loss: 0.000125176 | Time: 1885.29 ms [2020-12-04 08:08:35 main:581] : INFO : Epoch 647 | loss: 0.00012781 | val_loss: 0.000184695 | Time: 1885.82 ms [2020-12-04 08:08:36 main:581] : INFO : Epoch 648 | loss: 0.000129523 | val_loss: 0.000132994 | Time: 1892.61 ms [2020-12-04 08:08:38 main:581] : INFO : Epoch 649 | loss: 0.000117724 | val_loss: 0.000145994 | Time: 1888.42 ms [2020-12-04 08:08:40 main:581] : INFO : Epoch 650 | loss: 0.000126718 | val_loss: 0.000133008 | Time: 1887.93 ms [2020-12-04 08:08:42 main:581] : INFO : Epoch 651 | loss: 0.000121535 | val_loss: 0.000152101 | Time: 1887.65 ms [2020-12-04 08:08:44 main:581] : INFO : Epoch 652 | loss: 0.000130726 | val_loss: 0.00013818 | Time: 1886.31 ms [2020-12-04 08:08:46 main:581] : INFO : Epoch 653 | loss: 0.00011529 | val_loss: 0.000124764 | Time: 1883.71 ms [2020-12-04 08:08:48 main:581] : INFO : Epoch 654 | loss: 0.000118225 | val_loss: 0.000152338 | Time: 1878.46 ms [2020-12-04 08:08:50 main:581] : INFO : Epoch 655 | loss: 0.000129198 | val_loss: 0.000131564 | Time: 1885.52 ms [2020-12-04 08:08:52 main:581] : INFO : Epoch 656 | loss: 0.000117698 | val_loss: 0.000145751 | Time: 1887.25 ms [2020-12-04 08:08:53 main:581] : INFO : Epoch 657 | loss: 0.000195764 | val_loss: 0.00021059 | Time: 1885.27 ms [2020-12-04 08:08:55 main:581] : INFO : Epoch 658 | loss: 0.000166328 | val_loss: 0.000146124 | Time: 1888.3 ms [2020-12-04 08:08:57 main:581] : INFO : Epoch 659 | loss: 0.000119951 | val_loss: 0.000124876 | Time: 1883.01 ms [2020-12-04 08:08:59 main:581] : INFO : Epoch 660 | loss: 0.000109703 | val_loss: 0.000133213 | Time: 1885.41 ms [2020-12-04 08:09:01 main:581] : INFO : Epoch 661 | loss: 0.000123182 | val_loss: 0.000129669 | Time: 1883.22 ms [2020-12-04 08:09:03 main:581] : INFO : Epoch 662 | loss: 0.000113868 | val_loss: 0.000130439 | Time: 1887.39 ms [2020-12-04 08:09:05 main:581] : INFO : Epoch 663 | loss: 0.000122632 | val_loss: 0.000128986 | Time: 1886.73 ms [2020-12-04 08:09:07 main:581] : INFO : Epoch 664 | loss: 0.00011183 | val_loss: 0.000126342 | Time: 1884.28 ms [2020-12-04 08:09:09 main:581] : INFO : Epoch 665 | loss: 0.000115035 | val_loss: 0.000137447 | Time: 1885.55 ms [2020-12-04 08:09:10 main:581] : INFO : Epoch 666 | loss: 0.000132019 | val_loss: 0.00016175 | Time: 1885.48 ms [2020-12-04 08:09:12 main:581] : INFO : Epoch 667 | loss: 0.000124759 | val_loss: 0.000126894 | Time: 1888.05 ms [2020-12-04 08:09:14 main:581] : INFO : Epoch 668 | loss: 0.00011561 | val_loss: 0.000130829 | Time: 1882.97 ms [2020-12-04 08:09:16 main:581] : INFO : Epoch 669 | loss: 0.000117624 | val_loss: 0.000162727 | Time: 1887.55 ms [2020-12-04 08:09:18 main:581] : INFO : Epoch 670 | loss: 0.000150937 | val_loss: 0.000142561 | Time: 1885.86 ms [2020-12-04 08:09:20 main:581] : INFO : Epoch 671 | loss: 0.000118375 | val_loss: 0.000126541 | Time: 1884.85 ms [2020-12-04 08:09:22 main:581] : INFO : Epoch 672 | loss: 0.000110121 | val_loss: 0.000131938 | Time: 1883.17 ms [2020-12-04 08:09:24 main:581] : INFO : Epoch 673 | loss: 0.000123236 | val_loss: 0.000149576 | Time: 1884.49 ms [2020-12-04 08:09:26 main:581] : INFO : Epoch 674 | loss: 0.000127256 | val_loss: 0.000139529 | Time: 1887.3 ms [2020-12-04 08:09:27 main:581] : INFO : Epoch 675 | loss: 0.000117477 | val_loss: 0.000131619 | Time: 1878.56 ms [2020-12-04 08:09:29 main:581] : INFO : Epoch 676 | loss: 0.000163435 | val_loss: 0.000185608 | Time: 1882.34 ms [2020-12-04 08:09:31 main:581] : INFO : Epoch 677 | loss: 0.000152654 | val_loss: 0.000141564 | Time: 1875.59 ms [2020-12-04 08:09:33 main:581] : INFO : Epoch 678 | loss: 0.00011535 | val_loss: 0.00012356 | Time: 1888.83 ms [2020-12-04 08:09:35 main:581] : INFO : Epoch 679 | loss: 0.000109483 | val_loss: 0.000125435 | Time: 1886.93 ms [2020-12-04 08:09:37 main:581] : INFO : Epoch 680 | loss: 0.000124942 | val_loss: 0.000130495 | Time: 1878.84 ms [2020-12-04 08:09:39 main:581] : INFO : Epoch 681 | loss: 0.000113158 | val_loss: 0.000127147 | Time: 1879.17 ms [2020-12-04 08:09:41 main:581] : INFO : Epoch 682 | loss: 0.000116909 | val_loss: 0.000143736 | Time: 1887.08 ms [2020-12-04 08:09:42 main:581] : INFO : Epoch 683 | loss: 0.00012407 | val_loss: 0.000143701 | Time: 1890.27 ms [2020-12-04 08:09:44 main:581] : INFO : Epoch 684 | loss: 0.000128627 | val_loss: 0.000136351 | Time: 1886.15 ms [2020-12-04 08:09:46 main:581] : INFO : Epoch 685 | loss: 0.000129824 | val_loss: 0.000129772 | Time: 1887.94 ms [2020-12-04 08:09:48 main:581] : INFO : Epoch 686 | loss: 0.000121519 | val_loss: 0.000165432 | Time: 1891.76 ms [2020-12-04 08:09:50 main:581] : INFO : Epoch 687 | loss: 0.000153348 | val_loss: 0.000136796 | Time: 1892.47 ms [2020-12-04 08:09:52 main:581] : INFO : Epoch 688 | loss: 0.000116539 | val_loss: 0.000125491 | Time: 1886.99 ms [2020-12-04 08:09:54 main:581] : INFO : Epoch 689 | loss: 0.000111248 | val_loss: 0.000128315 | Time: 1892.28 ms [2020-12-04 08:09:56 main:581] : INFO : Epoch 690 | loss: 0.000127487 | val_loss: 0.000143046 | Time: 1886.64 ms [2020-12-04 08:09:58 main:581] : INFO : Epoch 691 | loss: 0.000125559 | val_loss: 0.000129588 | Time: 1884.99 ms [2020-12-04 08:09:59 main:581] : INFO : Epoch 692 | loss: 0.000112182 | val_loss: 0.000129269 | Time: 1883.83 ms [2020-12-04 08:10:01 main:581] : INFO : Epoch 693 | loss: 0.00012951 | val_loss: 0.000147393 | Time: 1886.69 ms [2020-12-04 08:10:03 main:581] : INFO : Epoch 694 | loss: 0.000128753 | val_loss: 0.000140171 | Time: 1886.98 ms [2020-12-04 08:10:05 main:581] : INFO : Epoch 695 | loss: 0.000124822 | val_loss: 0.000154617 | Time: 1889.74 ms [2020-12-04 08:10:07 main:581] : INFO : Epoch 696 | loss: 0.000142677 | val_loss: 0.00014682 | Time: 1884.39 ms [2020-12-04 08:10:09 main:581] : INFO : Epoch 697 | loss: 0.000121324 | val_loss: 0.000130546 | Time: 1884.1 ms [2020-12-04 08:10:11 main:581] : INFO : Epoch 698 | loss: 0.000113115 | val_loss: 0.000129216 | Time: 1886.73 ms [2020-12-04 08:10:13 main:581] : INFO : Epoch 699 | loss: 0.000129256 | val_loss: 0.000183072 | Time: 1886.66 ms [2020-12-04 08:10:15 main:581] : INFO : Epoch 700 | loss: 0.000165894 | val_loss: 0.000223209 | Time: 1886.2 ms [2020-12-04 08:10:16 main:581] : INFO : Epoch 701 | loss: 0.000158381 | val_loss: 0.000137087 | Time: 1886.92 ms [2020-12-04 08:10:18 main:581] : INFO : Epoch 702 | loss: 0.000125263 | val_loss: 0.000143419 | Time: 1886.99 ms [2020-12-04 08:10:20 main:581] : INFO : Epoch 703 | loss: 0.000121832 | val_loss: 0.000141823 | Time: 1886.52 ms [2020-12-04 08:10:22 main:581] : INFO : Epoch 704 | loss: 0.00012031 | val_loss: 0.000122984 | Time: 1885.89 ms [2020-12-04 08:10:24 main:581] : INFO : Epoch 705 | loss: 0.000120538 | val_loss: 0.000176092 | Time: 1880.9 ms [2020-12-04 08:10:26 main:581] : INFO : Epoch 706 | loss: 0.000134404 | val_loss: 0.000137601 | Time: 1882.48 ms [2020-12-04 08:10:28 main:581] : INFO : Epoch 707 | loss: 0.000113916 | val_loss: 0.000124952 | Time: 1888.45 ms [2020-12-04 08:10:30 main:581] : INFO : Epoch 708 | loss: 0.000129126 | val_loss: 0.000173571 | Time: 1888.33 ms [2020-12-04 08:10:32 main:581] : INFO : Epoch 709 | loss: 0.00012508 | val_loss: 0.000134431 | Time: 1888.5 ms [2020-12-04 08:10:33 main:581] : INFO : Epoch 710 | loss: 0.000112328 | val_loss: 0.000122423 | Time: 1885.49 ms [2020-12-04 08:10:35 main:581] : INFO : Epoch 711 | loss: 0.000109803 | val_loss: 0.000131442 | Time: 1884.74 ms [2020-12-04 08:10:37 main:581] : INFO : Epoch 712 | loss: 0.000126059 | val_loss: 0.000134564 | Time: 1886.45 ms [2020-12-04 08:10:39 main:581] : INFO : Epoch 713 | loss: 0.000135308 | val_loss: 0.000139686 | Time: 1892.26 ms [2020-12-04 08:10:41 main:581] : INFO : Epoch 714 | loss: 0.000118286 | val_loss: 0.00012593 | Time: 1876.9 ms [2020-12-04 08:10:43 main:581] : INFO : Epoch 715 | loss: 0.000110315 | val_loss: 0.000129441 | Time: 1885.6 ms [2020-12-04 08:10:45 main:581] : INFO : Epoch 716 | loss: 0.000122929 | val_loss: 0.000156191 | Time: 1887.31 ms [2020-12-04 08:10:47 main:581] : INFO : Epoch 717 | loss: 0.000130464 | val_loss: 0.000150506 | Time: 1879.57 ms [2020-12-04 08:10:48 main:581] : INFO : Epoch 718 | loss: 0.00012491 | val_loss: 0.000129569 | Time: 1875.94 ms [2020-12-04 08:10:50 main:581] : INFO : Epoch 719 | loss: 0.000112982 | val_loss: 0.000139232 | Time: 1876.44 ms [2020-12-04 08:10:52 main:581] : INFO : Epoch 720 | loss: 0.000164336 | val_loss: 0.000146963 | Time: 1882.79 ms [2020-12-04 08:10:54 main:581] : INFO : Epoch 721 | loss: 0.000138799 | val_loss: 0.000139792 | Time: 1887.1 ms [2020-12-04 08:10:56 main:581] : INFO : Epoch 722 | loss: 0.000116301 | val_loss: 0.000131186 | Time: 1886.38 ms [2020-12-04 08:10:58 main:581] : INFO : Epoch 723 | loss: 0.000121621 | val_loss: 0.000137971 | Time: 1883.38 ms [2020-12-04 08:11:00 main:581] : INFO : Epoch 724 | loss: 0.000123516 | val_loss: 0.000137059 | Time: 1894.48 ms [2020-12-04 08:11:02 main:581] : INFO : Epoch 725 | loss: 0.000115449 | val_loss: 0.000125951 | Time: 1890.42 ms [2020-12-04 08:11:04 main:581] : INFO : Epoch 726 | loss: 0.000113731 | val_loss: 0.000134231 | Time: 1891.71 ms [2020-12-04 08:11:05 main:581] : INFO : Epoch 727 | loss: 0.000131502 | val_loss: 0.000149473 | Time: 1888.6 ms [2020-12-04 08:11:07 main:581] : INFO : Epoch 728 | loss: 0.000128119 | val_loss: 0.000135654 | Time: 1883.94 ms [2020-12-04 08:11:09 main:581] : INFO : Epoch 729 | loss: 0.000124912 | val_loss: 0.000125404 | Time: 1886.9 ms [2020-12-04 08:11:11 main:581] : INFO : Epoch 730 | loss: 0.000112457 | val_loss: 0.000125603 | Time: 1883.47 ms [2020-12-04 08:11:13 main:581] : INFO : Epoch 731 | loss: 0.000123142 | val_loss: 0.000176605 | Time: 1830.39 ms [2020-12-04 08:11:15 main:581] : INFO : Epoch 732 | loss: 0.000143115 | val_loss: 0.00013875 | Time: 1866.31 ms [2020-12-04 08:11:17 main:581] : INFO : Epoch 733 | loss: 0.000119249 | val_loss: 0.000126624 | Time: 1859.33 ms [2020-12-04 08:11:19 main:581] : INFO : Epoch 734 | loss: 0.000111308 | val_loss: 0.000126468 | Time: 1893.58 ms [2020-12-04 08:11:20 main:581] : INFO : Epoch 735 | loss: 0.000141374 | val_loss: 0.000184402 | Time: 1874.17 ms [2020-12-04 08:11:22 main:581] : INFO : Epoch 736 | loss: 0.000136708 | val_loss: 0.000134318 | Time: 1883.66 ms [2020-12-04 08:11:24 main:581] : INFO : Epoch 737 | loss: 0.000115421 | val_loss: 0.00012671 | Time: 1881.02 ms [2020-12-04 08:11:26 main:581] : INFO : Epoch 738 | loss: 0.00011497 | val_loss: 0.000138548 | Time: 1875.62 ms [2020-12-04 08:11:28 main:581] : INFO : Epoch 739 | loss: 0.000122014 | val_loss: 0.000152326 | Time: 1879.1 ms [2020-12-04 08:11:30 main:581] : INFO : Epoch 740 | loss: 0.00012573 | val_loss: 0.000133503 | Time: 1880.44 ms [2020-12-04 08:11:32 main:581] : INFO : Epoch 741 | loss: 0.000117209 | val_loss: 0.000138879 | Time: 1875.21 ms [2020-12-04 08:11:34 main:581] : INFO : Epoch 742 | loss: 0.000132978 | val_loss: 0.000154058 | Time: 1883.74 ms [2020-12-04 08:11:35 main:581] : INFO : Epoch 743 | loss: 0.000140369 | val_loss: 0.000134141 | Time: 1883.82 ms [2020-12-04 08:11:37 main:581] : INFO : Epoch 744 | loss: 0.000115397 | val_loss: 0.000131785 | Time: 1882.52 ms [2020-12-04 08:11:39 main:581] : INFO : Epoch 745 | loss: 0.000112617 | val_loss: 0.000123446 | Time: 1879.02 ms [2020-12-04 08:11:41 main:581] : INFO : Epoch 746 | loss: 0.000114058 | val_loss: 0.000143843 | Time: 1878.37 ms [2020-12-04 08:11:43 main:581] : INFO : Epoch 747 | loss: 0.000126931 | val_loss: 0.000162405 | Time: 1877.98 ms [2020-12-04 08:11:45 main:581] : INFO : Epoch 748 | loss: 0.000184447 | val_loss: 0.000188927 | Time: 1882.74 ms [2020-12-04 08:11:47 main:581] : INFO : Epoch 749 | loss: 0.000143329 | val_loss: 0.000147134 | Time: 1881.23 ms [2020-12-04 08:11:49 main:581] : INFO : Epoch 750 | loss: 0.000137024 | val_loss: 0.000139841 | Time: 1877.7 ms [2020-12-04 08:11:51 main:581] : INFO : Epoch 751 | loss: 0.000126123 | val_loss: 0.00013718 | Time: 1876.77 ms [2020-12-04 08:11:52 main:581] : INFO : Epoch 752 | loss: 0.00013332 | val_loss: 0.000148038 | Time: 1884 ms [2020-12-04 08:11:54 main:581] : INFO : Epoch 753 | loss: 0.00012886 | val_loss: 0.000139603 | Time: 1887.19 ms [2020-12-04 08:11:56 main:581] : INFO : Epoch 754 | loss: 0.000114238 | val_loss: 0.000124258 | Time: 1878.84 ms [2020-12-04 08:11:58 main:581] : INFO : Epoch 755 | loss: 0.000112713 | val_loss: 0.000127724 | Time: 1887.01 ms [2020-12-04 08:12:00 main:581] : INFO : Epoch 756 | loss: 0.000112082 | val_loss: 0.000123067 | Time: 1885.62 ms [2020-12-04 08:12:02 main:581] : INFO : Epoch 757 | loss: 0.000115458 | val_loss: 0.000155279 | Time: 1888.35 ms [2020-12-04 08:12:04 main:581] : INFO : Epoch 758 | loss: 0.000132995 | val_loss: 0.000139756 | Time: 1887.26 ms [2020-12-04 08:12:06 main:581] : INFO : Epoch 759 | loss: 0.000116742 | val_loss: 0.000126339 | Time: 1887.04 ms [2020-12-04 08:12:07 main:581] : INFO : Epoch 760 | loss: 0.00011576 | val_loss: 0.00013996 | Time: 1885.5 ms [2020-12-04 08:12:09 main:581] : INFO : Epoch 761 | loss: 0.000120348 | val_loss: 0.000137108 | Time: 1885.88 ms [2020-12-04 08:12:11 main:581] : INFO : Epoch 762 | loss: 0.000120392 | val_loss: 0.000131222 | Time: 1885.74 ms [2020-12-04 08:12:13 main:581] : INFO : Epoch 763 | loss: 0.000115051 | val_loss: 0.00012926 | Time: 1880.08 ms [2020-12-04 08:12:15 main:581] : INFO : Epoch 764 | loss: 0.000133209 | val_loss: 0.000198681 | Time: 1873.82 ms [2020-12-04 08:12:17 main:581] : INFO : Epoch 765 | loss: 0.000177867 | val_loss: 0.000168288 | Time: 1877.03 ms [2020-12-04 08:12:19 main:581] : INFO : Epoch 766 | loss: 0.000128539 | val_loss: 0.000129325 | Time: 1875.27 ms [2020-12-04 08:12:21 main:581] : INFO : Epoch 767 | loss: 0.000113629 | val_loss: 0.000133867 | Time: 1880.54 ms [2020-12-04 08:12:23 main:581] : INFO : Epoch 768 | loss: 0.000125288 | val_loss: 0.00012429 | Time: 1880.48 ms [2020-12-04 08:12:24 main:581] : INFO : Epoch 769 | loss: 0.000109678 | val_loss: 0.000121633 | Time: 1879.13 ms [2020-12-04 08:12:26 main:581] : INFO : Epoch 770 | loss: 0.000114417 | val_loss: 0.000160434 | Time: 1875.23 ms [2020-12-04 08:12:28 main:581] : INFO : Epoch 771 | loss: 0.000146574 | val_loss: 0.000140767 | Time: 1875.52 ms [2020-12-04 08:12:30 main:581] : INFO : Epoch 772 | loss: 0.000123963 | val_loss: 0.000125732 | Time: 1882.98 ms [2020-12-04 08:12:32 main:581] : INFO : Epoch 773 | loss: 0.000109382 | val_loss: 0.000121322 | Time: 1878.3 ms [2020-12-04 08:12:34 main:581] : INFO : Epoch 774 | loss: 0.000107533 | val_loss: 0.000125492 | Time: 1882.3 ms [2020-12-04 08:12:36 main:581] : INFO : Epoch 775 | loss: 0.000121136 | val_loss: 0.000169315 | Time: 1882.89 ms [2020-12-04 08:12:38 main:581] : INFO : Epoch 776 | loss: 0.000150474 | val_loss: 0.000136171 | Time: 1883.05 ms [2020-12-04 08:12:39 main:581] : INFO : Epoch 777 | loss: 0.000117979 | val_loss: 0.000137387 | Time: 1882.74 ms [2020-12-04 08:12:41 main:581] : INFO : Epoch 778 | loss: 0.000125217 | val_loss: 0.000144249 | Time: 1883.82 ms [2020-12-04 08:12:43 main:581] : INFO : Epoch 779 | loss: 0.000131164 | val_loss: 0.000133585 | Time: 1881.18 ms [2020-12-04 08:12:45 main:581] : INFO : Epoch 780 | loss: 0.000118275 | val_loss: 0.00012963 | Time: 1881.15 ms [2020-12-04 08:12:47 main:581] : INFO : Epoch 781 | loss: 0.000117771 | val_loss: 0.000133485 | Time: 1888.22 ms [2020-12-04 08:12:49 main:581] : INFO : Epoch 782 | loss: 0.00011466 | val_loss: 0.000124521 | Time: 1885.97 ms [2020-12-04 08:12:51 main:581] : INFO : Epoch 783 | loss: 0.000124505 | val_loss: 0.000177783 | Time: 1885.27 ms [2020-12-04 08:12:53 main:581] : INFO : Epoch 784 | loss: 0.000144217 | val_loss: 0.000137536 | Time: 1887.46 ms [2020-12-04 08:12:55 main:581] : INFO : Epoch 785 | loss: 0.000120922 | val_loss: 0.000151913 | Time: 1883.62 ms [2020-12-04 08:12:56 main:581] : INFO : Epoch 786 | loss: 0.000132738 | val_loss: 0.000129288 | Time: 1882.63 ms [2020-12-04 08:12:58 main:581] : INFO : Epoch 787 | loss: 0.000111166 | val_loss: 0.00012502 | Time: 1967.72 ms [2020-12-04 08:13:00 main:581] : INFO : Epoch 788 | loss: 0.000114641 | val_loss: 0.000142103 | Time: 1955.69 ms [2020-12-04 08:13:02 main:581] : INFO : Epoch 789 | loss: 0.000150671 | val_loss: 0.000152154 | Time: 1837.25 ms [2020-12-04 08:13:04 main:581] : INFO : Epoch 790 | loss: 0.000137519 | val_loss: 0.000135437 | Time: 1888.15 ms [2020-12-04 08:13:06 main:581] : INFO : Epoch 791 | loss: 0.000117907 | val_loss: 0.000125234 | Time: 1877.66 ms [2020-12-04 08:13:08 main:581] : INFO : Epoch 792 | loss: 0.000112094 | val_loss: 0.00014028 | Time: 1881.88 ms [2020-12-04 08:13:10 main:581] : INFO : Epoch 793 | loss: 0.000135996 | val_loss: 0.000136169 | Time: 1875.81 ms [2020-12-04 08:13:12 main:581] : INFO : Epoch 794 | loss: 0.000111981 | val_loss: 0.000124123 | Time: 1876.54 ms [2020-12-04 08:13:13 main:581] : INFO : Epoch 795 | loss: 0.000119301 | val_loss: 0.000165382 | Time: 1877.24 ms [2020-12-04 08:13:15 main:581] : INFO : Epoch 796 | loss: 0.000146104 | val_loss: 0.000136644 | Time: 1877.26 ms [2020-12-04 08:13:17 main:581] : INFO : Epoch 797 | loss: 0.000119791 | val_loss: 0.000139195 | Time: 1875.87 ms [2020-12-04 08:13:19 main:581] : INFO : Epoch 798 | loss: 0.000129667 | val_loss: 0.00013274 | Time: 1878.26 ms [2020-12-04 08:13:21 main:581] : INFO : Epoch 799 | loss: 0.000112282 | val_loss: 0.000122727 | Time: 1874.55 ms [2020-12-04 08:13:23 main:581] : INFO : Epoch 800 | loss: 0.000112077 | val_loss: 0.000141144 | Time: 1877.56 ms [2020-12-04 08:13:25 main:581] : INFO : Epoch 801 | loss: 0.000129592 | val_loss: 0.00013255 | Time: 1877.68 ms [2020-12-04 08:13:27 main:581] : INFO : Epoch 802 | loss: 0.000112968 | val_loss: 0.000124817 | Time: 1877.84 ms [2020-12-04 08:13:28 main:581] : INFO : Epoch 803 | loss: 0.000138424 | val_loss: 0.000159462 | Time: 1879.33 ms [2020-12-04 08:13:30 main:581] : INFO : Epoch 804 | loss: 0.000152164 | val_loss: 0.000142252 | Time: 1875.27 ms [2020-12-04 08:13:32 main:581] : INFO : Epoch 805 | loss: 0.000122777 | val_loss: 0.000125865 | Time: 1877.21 ms [2020-12-04 08:13:34 main:581] : INFO : Epoch 806 | loss: 0.000109594 | val_loss: 0.0001205 | Time: 1877.66 ms [2020-12-04 08:13:36 main:581] : INFO : Epoch 807 | loss: 0.000113662 | val_loss: 0.000149846 | Time: 1876.64 ms [2020-12-04 08:13:38 main:581] : INFO : Epoch 808 | loss: 0.000143111 | val_loss: 0.000152672 | Time: 1877.81 ms [2020-12-04 08:13:40 main:581] : INFO : Epoch 809 | loss: 0.000121252 | val_loss: 0.000125024 | Time: 1877.39 ms [2020-12-04 08:13:42 main:581] : INFO : Epoch 810 | loss: 0.000109714 | val_loss: 0.000121603 | Time: 1876.18 ms [2020-12-04 08:13:44 main:581] : INFO : Epoch 811 | loss: 0.000114612 | val_loss: 0.000151882 | Time: 1892.27 ms [2020-12-04 08:13:45 main:581] : INFO : Epoch 812 | loss: 0.000145087 | val_loss: 0.000142635 | Time: 1890.28 ms [2020-12-04 08:13:47 main:581] : INFO : Epoch 813 | loss: 0.000122712 | val_loss: 0.000136285 | Time: 1890.95 ms [2020-12-04 08:13:49 main:581] : INFO : Epoch 814 | loss: 0.000122099 | val_loss: 0.000126188 | Time: 1887.04 ms [2020-12-04 08:13:51 main:581] : INFO : Epoch 815 | loss: 0.000124308 | val_loss: 0.000192621 | Time: 1877.34 ms [2020-12-04 08:13:53 main:581] : INFO : Epoch 816 | loss: 0.000136462 | val_loss: 0.000128014 | Time: 1875.43 ms [2020-12-04 08:13:55 main:581] : INFO : Epoch 817 | loss: 0.000120362 | val_loss: 0.000156441 | Time: 1875.36 ms [2020-12-04 08:13:57 main:581] : INFO : Epoch 818 | loss: 0.000143207 | val_loss: 0.00015275 | Time: 1877.73 ms [2020-12-04 08:13:59 main:581] : INFO : Epoch 819 | loss: 0.000120074 | val_loss: 0.000127938 | Time: 1876.64 ms [2020-12-04 08:14:00 main:581] : INFO : Epoch 820 | loss: 0.00011025 | val_loss: 0.000124923 | Time: 1877.01 ms [2020-12-04 08:14:02 main:581] : INFO : Epoch 821 | loss: 0.000126411 | val_loss: 0.000146805 | Time: 1882.28 ms [2020-12-04 08:14:04 main:581] : INFO : Epoch 822 | loss: 0.000131686 | val_loss: 0.000131596 | Time: 1888.3 ms [2020-12-04 08:14:06 main:581] : INFO : Epoch 823 | loss: 0.000116123 | val_loss: 0.000125013 | Time: 1881.17 ms [2020-12-04 08:14:08 main:581] : INFO : Epoch 824 | loss: 0.000108004 | val_loss: 0.00012232 | Time: 1882.08 ms [2020-12-04 08:14:10 main:581] : INFO : Epoch 825 | loss: 0.000123378 | val_loss: 0.000179212 | Time: 1881.01 ms [2020-12-04 08:14:12 main:581] : INFO : Epoch 826 | loss: 0.000182364 | val_loss: 0.000181436 | Time: 1881.78 ms [2020-12-04 08:14:14 main:581] : INFO : Epoch 827 | loss: 0.000138993 | val_loss: 0.000137969 | Time: 1891.78 ms [2020-12-04 08:14:16 main:581] : INFO : Epoch 828 | loss: 0.000115185 | val_loss: 0.000129207 | Time: 1889.66 ms [2020-12-04 08:14:17 main:581] : INFO : Epoch 829 | loss: 0.000111603 | val_loss: 0.000131013 | Time: 1874.89 ms [2020-12-04 08:14:19 main:581] : INFO : Epoch 830 | loss: 0.000118926 | val_loss: 0.00014592 | Time: 1877.07 ms [2020-12-04 08:14:21 main:581] : INFO : Epoch 831 | loss: 0.000136541 | val_loss: 0.000139665 | Time: 1882.05 ms [2020-12-04 08:14:23 main:581] : INFO : Epoch 832 | loss: 0.000114451 | val_loss: 0.00012255 | Time: 1880.8 ms [2020-12-04 08:14:25 main:581] : INFO : Epoch 833 | loss: 0.000108372 | val_loss: 0.000126063 | Time: 1886.55 ms [2020-12-04 08:14:27 main:581] : INFO : Epoch 834 | loss: 0.000125636 | val_loss: 0.000130552 | Time: 1889.06 ms [2020-12-04 08:14:29 main:581] : INFO : Epoch 835 | loss: 0.000114832 | val_loss: 0.000128839 | Time: 1879.12 ms [2020-12-04 08:14:31 main:581] : INFO : Epoch 836 | loss: 0.000149668 | val_loss: 0.000144645 | Time: 1888.4 ms [2020-12-04 08:14:32 main:581] : INFO : Epoch 837 | loss: 0.000122566 | val_loss: 0.00012958 | Time: 1888.09 ms [2020-12-04 08:14:34 main:581] : INFO : Epoch 838 | loss: 0.000111711 | val_loss: 0.00012419 | Time: 1887.13 ms [2020-12-04 08:14:36 main:581] : INFO : Epoch 839 | loss: 0.000130833 | val_loss: 0.000135291 | Time: 1889.64 ms [2020-12-04 08:14:38 main:581] : INFO : Epoch 840 | loss: 0.000124121 | val_loss: 0.000131368 | Time: 1879.67 ms [2020-12-04 08:14:40 main:581] : INFO : Epoch 841 | loss: 0.000112174 | val_loss: 0.000130444 | Time: 1875.59 ms [2020-12-04 08:14:42 main:581] : INFO : Epoch 842 | loss: 0.000144106 | val_loss: 0.000154256 | Time: 1886.52 ms [2020-12-04 08:14:44 main:581] : INFO : Epoch 843 | loss: 0.000128787 | val_loss: 0.000134134 | Time: 1878.02 ms [2020-12-04 08:14:46 main:581] : INFO : Epoch 844 | loss: 0.000115954 | val_loss: 0.000129869 | Time: 1878 ms [2020-12-04 08:14:48 main:581] : INFO : Epoch 845 | loss: 0.000114681 | val_loss: 0.000132658 | Time: 1883.03 ms [2020-12-04 08:14:49 main:581] : INFO : Epoch 846 | loss: 0.000117806 | val_loss: 0.000123914 | Time: 1886.12 ms [2020-12-04 08:14:51 main:581] : INFO : Epoch 847 | loss: 0.000110184 | val_loss: 0.000132902 | Time: 1889.3 ms [2020-12-04 08:14:53 main:581] : INFO : Epoch 848 | loss: 0.000150839 | val_loss: 0.000161104 | Time: 1891.88 ms [2020-12-04 08:14:55 main:581] : INFO : Epoch 849 | loss: 0.000135964 | val_loss: 0.000151857 | Time: 1884.97 ms [2020-12-04 08:14:57 main:581] : INFO : Epoch 850 | loss: 0.000125467 | val_loss: 0.000129319 | Time: 1887.34 ms [2020-12-04 08:14:59 main:581] : INFO : Epoch 851 | loss: 0.00011493 | val_loss: 0.000133982 | Time: 1885.04 ms [2020-12-04 08:15:01 main:581] : INFO : Epoch 852 | loss: 0.000114878 | val_loss: 0.000125794 | Time: 1882.75 ms [2020-12-04 08:15:03 main:581] : INFO : Epoch 853 | loss: 0.000136095 | val_loss: 0.000138693 | Time: 1885.26 ms [2020-12-04 08:15:05 main:581] : INFO : Epoch 854 | loss: 0.000120718 | val_loss: 0.000132573 | Time: 1885.67 ms [2020-12-04 08:15:06 main:581] : INFO : Epoch 855 | loss: 0.000119055 | val_loss: 0.00012857 | Time: 1885.85 ms [2020-12-04 08:15:08 main:581] : INFO : Epoch 856 | loss: 0.000109671 | val_loss: 0.000123946 | Time: 1883.52 ms [2020-12-04 08:15:10 main:581] : INFO : Epoch 857 | loss: 0.000132725 | val_loss: 0.00015629 | Time: 1884.77 ms [2020-12-04 08:15:12 main:581] : INFO : Epoch 858 | loss: 0.000140968 | val_loss: 0.000149303 | Time: 1884 ms [2020-12-04 08:15:14 main:581] : INFO : Epoch 859 | loss: 0.000123889 | val_loss: 0.000136662 | Time: 1886.91 ms [2020-12-04 08:15:16 main:581] : INFO : Epoch 860 | loss: 0.000115884 | val_loss: 0.000131808 | Time: 1882.97 ms [2020-12-04 08:15:18 main:581] : INFO : Epoch 861 | loss: 0.00013098 | val_loss: 0.000145233 | Time: 1881.34 ms [2020-12-04 08:15:20 main:581] : INFO : Epoch 862 | loss: 0.000125655 | val_loss: 0.000141508 | Time: 1880.12 ms [2020-12-04 08:15:21 main:581] : INFO : Epoch 863 | loss: 0.000118341 | val_loss: 0.00012988 | Time: 1879.39 ms [2020-12-04 08:15:23 main:581] : INFO : Epoch 864 | loss: 0.000131392 | val_loss: 0.000176985 | Time: 1888.84 ms [2020-12-04 08:15:25 main:581] : INFO : Epoch 865 | loss: 0.000135287 | val_loss: 0.000133705 | Time: 1881.54 ms [2020-12-04 08:15:27 main:581] : INFO : Epoch 866 | loss: 0.000113906 | val_loss: 0.000123495 | Time: 1876.4 ms [2020-12-04 08:15:29 main:581] : INFO : Epoch 867 | loss: 0.000107833 | val_loss: 0.00012246 | Time: 1880.37 ms [2020-12-04 08:15:31 main:581] : INFO : Epoch 868 | loss: 0.000138946 | val_loss: 0.000165167 | Time: 1876.77 ms [2020-12-04 08:15:33 main:581] : INFO : Epoch 869 | loss: 0.000132172 | val_loss: 0.000130386 | Time: 1883.9 ms [2020-12-04 08:15:35 main:581] : INFO : Epoch 870 | loss: 0.000132536 | val_loss: 0.000154819 | Time: 1887.43 ms [2020-12-04 08:15:37 main:581] : INFO : Epoch 871 | loss: 0.000119702 | val_loss: 0.000126696 | Time: 1884.53 ms [2020-12-04 08:15:38 main:581] : INFO : Epoch 872 | loss: 0.000109058 | val_loss: 0.000122618 | Time: 1880.44 ms [2020-12-04 08:15:40 main:581] : INFO : Epoch 873 | loss: 0.000119515 | val_loss: 0.000175512 | Time: 1879.96 ms [2020-12-04 08:15:42 main:581] : INFO : Epoch 874 | loss: 0.000137335 | val_loss: 0.0001503 | Time: 1875.82 ms [2020-12-04 08:15:44 main:581] : INFO : Epoch 875 | loss: 0.000128397 | val_loss: 0.000148638 | Time: 1880.78 ms [2020-12-04 08:15:46 main:581] : INFO : Epoch 876 | loss: 0.000139818 | val_loss: 0.000134127 | Time: 1881.15 ms [2020-12-04 08:15:48 main:581] : INFO : Epoch 877 | loss: 0.000115045 | val_loss: 0.000123375 | Time: 1883.51 ms [2020-12-04 08:15:50 main:581] : INFO : Epoch 878 | loss: 0.000110174 | val_loss: 0.000133354 | Time: 1884.88 ms [2020-12-04 08:15:52 main:581] : INFO : Epoch 879 | loss: 0.000133831 | val_loss: 0.000136043 | Time: 1882.38 ms [2020-12-04 08:15:53 main:581] : INFO : Epoch 880 | loss: 0.000118461 | val_loss: 0.000125947 | Time: 1883.38 ms [2020-12-04 08:15:55 main:581] : INFO : Epoch 881 | loss: 0.000114868 | val_loss: 0.000132402 | Time: 1877.79 ms [2020-12-04 08:15:57 main:581] : INFO : Epoch 882 | loss: 0.000128821 | val_loss: 0.000141658 | Time: 1873.36 ms [2020-12-04 08:15:59 main:581] : INFO : Epoch 883 | loss: 0.000120943 | val_loss: 0.000131712 | Time: 1876.42 ms [2020-12-04 08:16:01 main:581] : INFO : Epoch 884 | loss: 0.000115167 | val_loss: 0.000129605 | Time: 1885.31 ms [2020-12-04 08:16:03 main:581] : INFO : Epoch 885 | loss: 0.000137531 | val_loss: 0.000165972 | Time: 1886.32 ms [2020-12-04 08:16:05 main:581] : INFO : Epoch 886 | loss: 0.000133315 | val_loss: 0.000130807 | Time: 1875.32 ms [2020-12-04 08:16:07 main:581] : INFO : Epoch 887 | loss: 0.000124554 | val_loss: 0.000147363 | Time: 1879.88 ms [2020-12-04 08:16:08 main:581] : INFO : Epoch 888 | loss: 0.000116218 | val_loss: 0.000121974 | Time: 1875.37 ms [2020-12-04 08:16:10 main:581] : INFO : Epoch 889 | loss: 0.000109534 | val_loss: 0.000135959 | Time: 1880.92 ms [2020-12-04 08:16:12 main:581] : INFO : Epoch 890 | loss: 0.000137813 | val_loss: 0.000142239 | Time: 1887.04 ms [2020-12-04 08:16:14 main:581] : INFO : Epoch 891 | loss: 0.000120197 | val_loss: 0.000126055 | Time: 1887.03 ms [2020-12-04 08:16:16 main:581] : INFO : Epoch 892 | loss: 0.000111543 | val_loss: 0.000129005 | Time: 1885.84 ms [2020-12-04 08:16:18 main:581] : INFO : Epoch 893 | loss: 0.000138065 | val_loss: 0.000149317 | Time: 1882.22 ms [2020-12-04 08:16:20 main:581] : INFO : Epoch 894 | loss: 0.000125787 | val_loss: 0.000133375 | Time: 1890.83 ms [2020-12-04 08:16:22 main:581] : INFO : Epoch 895 | loss: 0.00011384 | val_loss: 0.000128907 | Time: 1892.81 ms [2020-12-04 08:16:24 main:581] : INFO : Epoch 896 | loss: 0.00011893 | val_loss: 0.000128722 | Time: 1890 ms [2020-12-04 08:16:25 main:581] : INFO : Epoch 897 | loss: 0.000116772 | val_loss: 0.000140649 | Time: 1877.67 ms [2020-12-04 08:16:27 main:581] : INFO : Epoch 898 | loss: 0.000133147 | val_loss: 0.000141006 | Time: 1880.03 ms [2020-12-04 08:16:29 main:581] : INFO : Epoch 899 | loss: 0.000118697 | val_loss: 0.000131029 | Time: 1880.87 ms [2020-12-04 08:16:31 main:581] : INFO : Epoch 900 | loss: 0.000160505 | val_loss: 0.000181855 | Time: 1877.92 ms [2020-12-04 08:16:33 main:581] : INFO : Epoch 901 | loss: 0.000138297 | val_loss: 0.000135965 | Time: 1883.97 ms [2020-12-04 08:16:35 main:581] : INFO : Epoch 902 | loss: 0.000114723 | val_loss: 0.000125002 | Time: 1883.91 ms [2020-12-04 08:16:37 main:581] : INFO : Epoch 903 | loss: 0.000111245 | val_loss: 0.000126691 | Time: 1885.33 ms [2020-12-04 08:16:39 main:581] : INFO : Epoch 904 | loss: 0.000120413 | val_loss: 0.000131472 | Time: 1875.58 ms [2020-12-04 08:16:41 main:581] : INFO : Epoch 905 | loss: 0.000119533 | val_loss: 0.000128203 | Time: 1875.22 ms [2020-12-04 08:16:42 main:581] : INFO : Epoch 906 | loss: 0.00012859 | val_loss: 0.000133459 | Time: 1874.34 ms [2020-12-04 08:16:44 main:581] : INFO : Epoch 907 | loss: 0.000115675 | val_loss: 0.000130064 | Time: 1875.72 ms [2020-12-04 08:16:46 main:581] : INFO : Epoch 908 | loss: 0.00013428 | val_loss: 0.000148354 | Time: 1882 ms [2020-12-04 08:16:48 main:581] : INFO : Epoch 909 | loss: 0.000130257 | val_loss: 0.000133611 | Time: 1879.4 ms [2020-12-04 08:16:50 main:581] : INFO : Epoch 910 | loss: 0.000116405 | val_loss: 0.000121463 | Time: 1881.67 ms [2020-12-04 08:16:52 main:581] : INFO : Epoch 911 | loss: 0.000110593 | val_loss: 0.000150029 | Time: 1876.97 ms [2020-12-04 08:16:54 main:581] : INFO : Epoch 912 | loss: 0.00019048 | val_loss: 0.000206699 | Time: 1886.41 ms [2020-12-04 08:16:56 main:581] : INFO : Epoch 913 | loss: 0.000250291 | val_loss: 0.000207049 | Time: 1877.43 ms [2020-12-04 08:16:57 main:581] : INFO : Epoch 914 | loss: 0.000150683 | val_loss: 0.000153331 | Time: 1878.34 ms [2020-12-04 08:16:59 main:581] : INFO : Epoch 915 | loss: 0.000137416 | val_loss: 0.000127042 | Time: 1880.92 ms [2020-12-04 08:17:01 main:581] : INFO : Epoch 916 | loss: 0.000109036 | val_loss: 0.000121 | Time: 1885.66 ms [2020-12-04 08:17:03 main:581] : INFO : Epoch 917 | loss: 0.000105253 | val_loss: 0.000119094 | Time: 1885.11 ms [2020-12-04 08:17:05 main:581] : INFO : Epoch 918 | loss: 0.0001053 | val_loss: 0.000120663 | Time: 1882.01 ms [2020-12-04 08:17:07 main:581] : INFO : Epoch 919 | loss: 0.000116226 | val_loss: 0.000154226 | Time: 1876.23 ms [2020-12-04 08:17:09 main:581] : INFO : Epoch 920 | loss: 0.000118534 | val_loss: 0.000125331 | Time: 1875.91 ms [2020-12-04 08:17:11 main:581] : INFO : Epoch 921 | loss: 0.000108236 | val_loss: 0.000120905 | Time: 1876.67 ms [2020-12-04 08:17:12 main:581] : INFO : Epoch 922 | loss: 0.000119404 | val_loss: 0.000177263 | Time: 1875.55 ms [2020-12-04 08:17:14 main:581] : INFO : Epoch 923 | loss: 0.000133031 | val_loss: 0.000126184 | Time: 1889.19 ms [2020-12-04 08:17:16 main:581] : INFO : Epoch 924 | loss: 0.000110237 | val_loss: 0.000120765 | Time: 1885.8 ms [2020-12-04 08:17:18 main:581] : INFO : Epoch 925 | loss: 0.00010588 | val_loss: 0.00011981 | Time: 1889.44 ms [2020-12-04 08:17:20 main:581] : INFO : Epoch 926 | loss: 0.000121494 | val_loss: 0.000140282 | Time: 1889.43 ms [2020-12-04 08:17:22 main:581] : INFO : Epoch 927 | loss: 0.000120946 | val_loss: 0.000161517 | Time: 1893.34 ms [2020-12-04 08:17:24 main:581] : INFO : Epoch 928 | loss: 0.000123979 | val_loss: 0.000123918 | Time: 1886.23 ms [2020-12-04 08:17:26 main:581] : INFO : Epoch 929 | loss: 0.000108952 | val_loss: 0.000124217 | Time: 1892.62 ms [2020-12-04 08:17:28 main:581] : INFO : Epoch 930 | loss: 0.000114554 | val_loss: 0.000142376 | Time: 1892.96 ms [2020-12-04 08:17:29 main:581] : INFO : Epoch 931 | loss: 0.00012236 | val_loss: 0.000127105 | Time: 1888.03 ms [2020-12-04 08:17:31 main:581] : INFO : Epoch 932 | loss: 0.000113411 | val_loss: 0.000144164 | Time: 1887.22 ms [2020-12-04 08:17:33 main:581] : INFO : Epoch 933 | loss: 0.000141281 | val_loss: 0.000133587 | Time: 1880.01 ms [2020-12-04 08:17:35 main:581] : INFO : Epoch 934 | loss: 0.000116073 | val_loss: 0.000128176 | Time: 1876.48 ms [2020-12-04 08:17:37 main:581] : INFO : Epoch 935 | loss: 0.000116164 | val_loss: 0.000141272 | Time: 1879.8 ms [2020-12-04 08:17:39 main:581] : INFO : Epoch 936 | loss: 0.000132153 | val_loss: 0.000141429 | Time: 1876.27 ms [2020-12-04 08:17:41 main:581] : INFO : Epoch 937 | loss: 0.000117081 | val_loss: 0.000125709 | Time: 1875.63 ms [2020-12-04 08:17:43 main:581] : INFO : Epoch 938 | loss: 0.000109259 | val_loss: 0.000122242 | Time: 1876.13 ms [2020-12-04 08:17:44 main:581] : INFO : Epoch 939 | loss: 0.000121495 | val_loss: 0.000170271 | Time: 1885.32 ms [2020-12-04 08:17:46 main:581] : INFO : Epoch 940 | loss: 0.000138909 | val_loss: 0.000137745 | Time: 1880.62 ms [2020-12-04 08:17:48 main:581] : INFO : Epoch 941 | loss: 0.000116116 | val_loss: 0.000123299 | Time: 1877.24 ms [2020-12-04 08:17:50 main:581] : INFO : Epoch 942 | loss: 0.000110938 | val_loss: 0.000127946 | Time: 1888.53 ms [2020-12-04 08:17:52 main:581] : INFO : Epoch 943 | loss: 0.000140741 | val_loss: 0.000154032 | Time: 1887.28 ms [2020-12-04 08:17:54 main:581] : INFO : Epoch 944 | loss: 0.000122089 | val_loss: 0.00012788 | Time: 1885.34 ms [2020-12-04 08:17:56 main:581] : INFO : Epoch 945 | loss: 0.000116112 | val_loss: 0.000135958 | Time: 1886.35 ms [2020-12-04 08:17:58 main:581] : INFO : Epoch 946 | loss: 0.000123251 | val_loss: 0.000129637 | Time: 1885.12 ms [2020-12-04 08:18:00 main:581] : INFO : Epoch 947 | loss: 0.000116694 | val_loss: 0.000138112 | Time: 1885.52 ms [2020-12-04 08:18:01 main:581] : INFO : Epoch 948 | loss: 0.000134417 | val_loss: 0.000133957 | Time: 1880.2 ms [2020-12-04 08:18:03 main:581] : INFO : Epoch 949 | loss: 0.000114103 | val_loss: 0.00012781 | Time: 1882.35 ms [2020-12-04 08:18:05 main:581] : INFO : Epoch 950 | loss: 0.000116057 | val_loss: 0.000144067 | Time: 1890.55 ms [2020-12-04 08:18:07 main:581] : INFO : Epoch 951 | loss: 0.000130544 | val_loss: 0.000155069 | Time: 1883.84 ms [2020-12-04 08:18:09 main:581] : INFO : Epoch 952 | loss: 0.00013665 | val_loss: 0.000132619 | Time: 1886.26 ms [2020-12-04 08:18:11 main:581] : INFO : Epoch 953 | loss: 0.00011424 | val_loss: 0.000123587 | Time: 1892.07 ms [2020-12-04 08:18:13 main:581] : INFO : Epoch 954 | loss: 0.000113351 | val_loss: 0.000147839 | Time: 1886.72 ms [2020-12-04 08:18:15 main:581] : INFO : Epoch 955 | loss: 0.000132587 | val_loss: 0.000147723 | Time: 1885.35 ms [2020-12-04 08:18:17 main:581] : INFO : Epoch 956 | loss: 0.000145336 | val_loss: 0.000152203 | Time: 1883.39 ms [2020-12-04 08:18:18 main:581] : INFO : Epoch 957 | loss: 0.000121195 | val_loss: 0.000127958 | Time: 1878.14 ms [2020-12-04 08:18:20 main:581] : INFO : Epoch 958 | loss: 0.000111127 | val_loss: 0.000124827 | Time: 1878.86 ms [2020-12-04 08:18:22 main:581] : INFO : Epoch 959 | loss: 0.000111563 | val_loss: 0.000133059 | Time: 1879.88 ms [2020-12-04 08:18:24 main:581] : INFO : Epoch 960 | loss: 0.000128872 | val_loss: 0.000137977 | Time: 1881.57 ms [2020-12-04 08:18:26 main:581] : INFO : Epoch 961 | loss: 0.000119271 | val_loss: 0.000130236 | Time: 1892.11 ms [2020-12-04 08:18:28 main:581] : INFO : Epoch 962 | loss: 0.000119788 | val_loss: 0.000133965 | Time: 1886.76 ms [2020-12-04 08:18:30 main:581] : INFO : Epoch 963 | loss: 0.000142595 | val_loss: 0.000177112 | Time: 1892.81 ms [2020-12-04 08:18:32 main:581] : INFO : Epoch 964 | loss: 0.000139224 | val_loss: 0.000131466 | Time: 1884.88 ms [2020-12-04 08:18:34 main:581] : INFO : Epoch 965 | loss: 0.000113243 | val_loss: 0.000123834 | Time: 1886.7 ms [2020-12-04 08:18:35 main:581] : INFO : Epoch 966 | loss: 0.000108325 | val_loss: 0.000126836 | Time: 1885.96 ms [2020-12-04 08:18:37 main:581] : INFO : Epoch 967 | loss: 0.000134295 | val_loss: 0.00016099 | Time: 1888.04 ms [2020-12-04 08:18:39 main:581] : INFO : Epoch 968 | loss: 0.000132379 | val_loss: 0.000132456 | Time: 1885.72 ms [2020-12-04 08:18:41 main:581] : INFO : Epoch 969 | loss: 0.000116545 | val_loss: 0.000128483 | Time: 1878.63 ms [2020-12-04 08:18:43 main:581] : INFO : Epoch 970 | loss: 0.000109697 | val_loss: 0.000123655 | Time: 1884 ms [2020-12-04 08:18:45 main:581] : INFO : Epoch 971 | loss: 0.000132757 | val_loss: 0.000157289 | Time: 1884.56 ms [2020-12-04 08:18:47 main:581] : INFO : Epoch 972 | loss: 0.000124375 | val_loss: 0.000126979 | Time: 1876.91 ms [2020-12-04 08:18:49 main:581] : INFO : Epoch 973 | loss: 0.000112989 | val_loss: 0.000131706 | Time: 1876.74 ms [2020-12-04 08:18:50 main:581] : INFO : Epoch 974 | loss: 0.000134299 | val_loss: 0.000147715 | Time: 1877.68 ms [2020-12-04 08:18:52 main:581] : INFO : Epoch 975 | loss: 0.00012113 | val_loss: 0.000128081 | Time: 1875.67 ms [2020-12-04 08:18:54 main:581] : INFO : Epoch 976 | loss: 0.000120821 | val_loss: 0.000137087 | Time: 1879.49 ms [2020-12-04 08:18:56 main:581] : INFO : Epoch 977 | loss: 0.000119591 | val_loss: 0.000130364 | Time: 1886.74 ms [2020-12-04 08:18:58 main:581] : INFO : Epoch 978 | loss: 0.000119015 | val_loss: 0.000151886 | Time: 1888.95 ms [2020-12-04 08:19:00 main:581] : INFO : Epoch 979 | loss: 0.000137338 | val_loss: 0.000142998 | Time: 1887.79 ms [2020-12-04 08:19:02 main:581] : INFO : Epoch 980 | loss: 0.000119489 | val_loss: 0.000129689 | Time: 1886.98 ms [2020-12-04 08:19:04 main:581] : INFO : Epoch 981 | loss: 0.000122641 | val_loss: 0.00013193 | Time: 1883.96 ms [2020-12-04 08:19:06 main:581] : INFO : Epoch 982 | loss: 0.000113897 | val_loss: 0.00012486 | Time: 1886.76 ms [2020-12-04 08:19:07 main:581] : INFO : Epoch 983 | loss: 0.00013371 | val_loss: 0.000169554 | Time: 1890.06 ms [2020-12-04 08:19:09 main:581] : INFO : Epoch 984 | loss: 0.000128729 | val_loss: 0.000151221 | Time: 1890.58 ms [2020-12-04 08:19:11 main:581] : INFO : Epoch 985 | loss: 0.000142131 | val_loss: 0.000145023 | Time: 1887.03 ms [2020-12-04 08:19:13 main:581] : INFO : Epoch 986 | loss: 0.000116377 | val_loss: 0.000130006 | Time: 1889.03 ms [2020-12-04 08:19:15 main:581] : INFO : Epoch 987 | loss: 0.000115165 | val_loss: 0.000126286 | Time: 1887.98 ms [2020-12-04 08:19:17 main:581] : INFO : Epoch 988 | loss: 0.000112514 | val_loss: 0.000121903 | Time: 1889.13 ms [2020-12-04 08:19:19 main:581] : INFO : Epoch 989 | loss: 0.000117465 | val_loss: 0.0001847 | Time: 1886.75 ms [2020-12-04 08:19:21 main:581] : INFO : Epoch 990 | loss: 0.000156216 | val_loss: 0.000155443 | Time: 1889.93 ms [2020-12-04 08:19:23 main:581] : INFO : Epoch 991 | loss: 0.000146328 | val_loss: 0.000138256 | Time: 1891.06 ms [2020-12-04 08:19:24 main:581] : INFO : Epoch 992 | loss: 0.00011818 | val_loss: 0.000130583 | Time: 1893.83 ms [2020-12-04 08:19:26 main:581] : INFO : Epoch 993 | loss: 0.000122196 | val_loss: 0.000134202 | Time: 1890.41 ms [2020-12-04 08:19:28 main:581] : INFO : Epoch 994 | loss: 0.000121098 | val_loss: 0.000124115 | Time: 1885.76 ms [2020-12-04 08:19:30 main:581] : INFO : Epoch 995 | loss: 0.000114215 | val_loss: 0.000126209 | Time: 1888.48 ms [2020-12-04 08:19:32 main:581] : INFO : Epoch 996 | loss: 0.000119964 | val_loss: 0.000150962 | Time: 1890.64 ms [2020-12-04 08:19:34 main:581] : INFO : Epoch 997 | loss: 0.000125028 | val_loss: 0.000140589 | Time: 1890.54 ms [2020-12-04 08:19:36 main:581] : INFO : Epoch 998 | loss: 0.000117358 | val_loss: 0.000128864 | Time: 1890.64 ms [2020-12-04 08:19:38 main:581] : INFO : Epoch 999 | loss: 0.000128508 | val_loss: 0.000130516 | Time: 1888.67 ms [2020-12-04 08:19:40 main:581] : INFO : Epoch 1000 | loss: 0.000120386 | val_loss: 0.00013729 | Time: 1887.06 ms [2020-12-04 08:19:41 main:581] : INFO : Epoch 1001 | loss: 0.000114262 | val_loss: 0.000122481 | Time: 1887.97 ms [2020-12-04 08:19:43 main:581] : INFO : Epoch 1002 | loss: 0.000112763 | val_loss: 0.000131581 | Time: 1886.6 ms [2020-12-04 08:19:45 main:581] : INFO : Epoch 1003 | loss: 0.000131958 | val_loss: 0.000151509 | Time: 1889.01 ms [2020-12-04 08:19:47 main:581] : INFO : Epoch 1004 | loss: 0.000130608 | val_loss: 0.000140565 | Time: 1890.55 ms [2020-12-04 08:19:49 main:581] : INFO : Epoch 1005 | loss: 0.000124188 | val_loss: 0.000141613 | Time: 1893.13 ms [2020-12-04 08:19:51 main:581] : INFO : Epoch 1006 | loss: 0.000122277 | val_loss: 0.000139132 | Time: 1888.39 ms [2020-12-04 08:19:53 main:581] : INFO : Epoch 1007 | loss: 0.000115484 | val_loss: 0.000128628 | Time: 1883.56 ms [2020-12-04 08:19:55 main:581] : INFO : Epoch 1008 | loss: 0.000123617 | val_loss: 0.000138489 | Time: 1884.77 ms [2020-12-04 08:19:57 main:581] : INFO : Epoch 1009 | loss: 0.000129625 | val_loss: 0.000130392 | Time: 1886.43 ms [2020-12-04 08:19:58 main:581] : INFO : Epoch 1010 | loss: 0.000118113 | val_loss: 0.000130012 | Time: 1885.42 ms [2020-12-04 08:20:00 main:581] : INFO : Epoch 1011 | loss: 0.000116241 | val_loss: 0.000135562 | Time: 1887.69 ms [2020-12-04 08:20:02 main:581] : INFO : Epoch 1012 | loss: 0.000138775 | val_loss: 0.000147414 | Time: 1888.6 ms [2020-12-04 08:20:04 main:581] : INFO : Epoch 1013 | loss: 0.000120785 | val_loss: 0.000131826 | Time: 1886.36 ms [2020-12-04 08:20:06 main:581] : INFO : Epoch 1014 | loss: 0.000124495 | val_loss: 0.000134534 | Time: 1884.36 ms [2020-12-04 08:20:08 main:581] : INFO : Epoch 1015 | loss: 0.000114018 | val_loss: 0.000124196 | Time: 1885.59 ms [2020-12-04 08:20:10 main:581] : INFO : Epoch 1016 | loss: 0.000114267 | val_loss: 0.000149576 | Time: 1878.08 ms [2020-12-04 08:20:12 main:581] : INFO : Epoch 1017 | loss: 0.000131566 | val_loss: 0.000137973 | Time: 1883.53 ms [2020-12-04 08:20:13 main:581] : INFO : Epoch 1018 | loss: 0.000114943 | val_loss: 0.00012655 | Time: 1877.39 ms [2020-12-04 08:20:15 main:581] : INFO : Epoch 1019 | loss: 0.000124471 | val_loss: 0.000175461 | Time: 1876.6 ms [2020-12-04 08:20:17 main:581] : INFO : Epoch 1020 | loss: 0.000135673 | val_loss: 0.000145912 | Time: 1876.74 ms [2020-12-04 08:20:19 main:581] : INFO : Epoch 1021 | loss: 0.000152931 | val_loss: 0.000141973 | Time: 1887.33 ms [2020-12-04 08:20:21 main:581] : INFO : Epoch 1022 | loss: 0.000116056 | val_loss: 0.000124506 | Time: 1891.45 ms [2020-12-04 08:20:23 main:581] : INFO : Epoch 1023 | loss: 0.000112397 | val_loss: 0.000133011 | Time: 1888.7 ms [2020-12-04 08:20:25 main:581] : INFO : Epoch 1024 | loss: 0.000134584 | val_loss: 0.000131438 | Time: 1885.91 ms [2020-12-04 08:20:25 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000131438 [2020-12-04 08:20:25 main:610] : INFO : Saving end state to config to file [2020-12-04 08:20:25 main:615] : INFO : Success, exiting.. 08:20:25 (2047920): 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)