Task 3301445
| Name | EightBitModified-1605455604-1067-6_0 |
| Workunit | 1570407 |
| Created | 16 Dec 2020, 1:51:11 UTC |
| Sent | 17 Dec 2020, 10:52:49 UTC |
| Report deadline | 24 Dec 2020, 10:52:49 UTC |
| Received | 18 Dec 2020, 2:08:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 31 sec |
| CPU time | 27 min 28 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 526 | loss: 0.000145909 | val_loss: 0.000152452 | Time: 1608.09 ms [2020-12-17 19:54:10 main:581] : INFO : Epoch 527 | loss: 0.000135727 | val_loss: 0.000149504 | Time: 1614.65 ms [2020-12-17 19:54:12 main:581] : INFO : Epoch 528 | loss: 0.000133678 | val_loss: 0.000148793 | Time: 1608.36 ms [2020-12-17 19:54:14 main:581] : INFO : Epoch 529 | loss: 0.000133096 | val_loss: 0.000149557 | Time: 1599.46 ms [2020-12-17 19:54:15 main:581] : INFO : Epoch 530 | loss: 0.000158649 | val_loss: 0.000259695 | Time: 1597.29 ms [2020-12-17 19:54:17 main:581] : INFO : Epoch 531 | loss: 0.000169504 | val_loss: 0.000169192 | Time: 1597.78 ms [2020-12-17 19:54:18 main:581] : INFO : Epoch 532 | loss: 0.000141301 | val_loss: 0.000150453 | Time: 1611.14 ms [2020-12-17 19:54:20 main:581] : INFO : Epoch 533 | loss: 0.000133611 | val_loss: 0.000147704 | Time: 1608.23 ms [2020-12-17 19:54:22 main:581] : INFO : Epoch 534 | loss: 0.000132189 | val_loss: 0.000148904 | Time: 1603.38 ms [2020-12-17 19:54:23 main:581] : INFO : Epoch 535 | loss: 0.000173591 | val_loss: 0.000242247 | Time: 1617.23 ms [2020-12-17 19:54:25 main:581] : INFO : Epoch 536 | loss: 0.000157054 | val_loss: 0.000155923 | Time: 1602.54 ms [2020-12-17 19:54:27 main:581] : INFO : Epoch 537 | loss: 0.000135858 | val_loss: 0.000148819 | Time: 1603.18 ms [2020-12-17 19:54:28 main:581] : INFO : Epoch 538 | loss: 0.000132722 | val_loss: 0.000149189 | Time: 1601.04 ms [2020-12-17 19:54:30 main:581] : INFO : Epoch 539 | loss: 0.00014839 | val_loss: 0.000147808 | Time: 1602.79 ms [2020-12-17 19:54:31 main:581] : INFO : Epoch 540 | loss: 0.000134301 | val_loss: 0.000148913 | Time: 1598.7 ms [2020-12-17 19:54:33 main:581] : INFO : Epoch 541 | loss: 0.000170081 | val_loss: 0.000264724 | Time: 1594.08 ms [2020-12-17 19:54:35 main:581] : INFO : Epoch 542 | loss: 0.000170826 | val_loss: 0.000157424 | Time: 1594.69 ms [2020-12-17 19:54:36 main:581] : INFO : Epoch 543 | loss: 0.000137994 | val_loss: 0.000148641 | Time: 1613.41 ms [2020-12-17 19:54:38 main:581] : INFO : Epoch 544 | loss: 0.000133887 | val_loss: 0.00015867 | Time: 1612.88 ms [2020-12-17 19:54:39 main:581] : INFO : Epoch 545 | loss: 0.000156271 | val_loss: 0.000158231 | Time: 1620.69 ms [2020-12-17 19:54:41 main:581] : INFO : Epoch 546 | loss: 0.000134788 | val_loss: 0.00014644 | Time: 1612.65 ms [2020-12-17 19:54:43 main:581] : INFO : Epoch 547 | loss: 0.000131135 | val_loss: 0.000145759 | Time: 1602.57 ms [2020-12-17 19:54:44 main:581] : INFO : Epoch 548 | loss: 0.000147048 | val_loss: 0.000283879 | Time: 1601.63 ms [2020-12-17 19:54:46 main:581] : INFO : Epoch 549 | loss: 0.000206644 | val_loss: 0.00015421 | Time: 1602.21 ms [2020-12-17 19:54:47 main:581] : INFO : Epoch 550 | loss: 0.000141125 | val_loss: 0.000148028 | Time: 1602.88 ms [2020-12-17 19:54:49 main:581] : INFO : Epoch 551 | loss: 0.000132918 | val_loss: 0.000146542 | Time: 1609.89 ms [2020-12-17 19:54:51 main:581] : INFO : Epoch 552 | loss: 0.000134499 | val_loss: 0.0001687 | Time: 1614.77 ms [2020-12-17 19:54:52 main:581] : INFO : Epoch 553 | loss: 0.000155766 | val_loss: 0.000163061 | Time: 1597.93 ms [2020-12-17 19:54:54 main:581] : INFO : Epoch 554 | loss: 0.000135048 | val_loss: 0.000146205 | Time: 1605.2 ms [2020-12-17 19:54:55 main:581] : INFO : Epoch 555 | loss: 0.000133312 | val_loss: 0.000150513 | Time: 1610.24 ms [2020-12-17 19:54:57 main:581] : INFO : Epoch 556 | loss: 0.000161934 | val_loss: 0.000158497 | Time: 1609.05 ms [2020-12-17 19:54:59 main:581] : INFO : Epoch 557 | loss: 0.000145448 | val_loss: 0.000152532 | Time: 1600.17 ms [2020-12-17 19:55:00 main:581] : INFO : Epoch 558 | loss: 0.000133646 | val_loss: 0.000153928 | Time: 1637.75 ms [2020-12-17 19:55:02 main:581] : INFO : Epoch 559 | loss: 0.00014285 | val_loss: 0.000199147 | Time: 1614.18 ms [2020-12-17 19:55:03 main:581] : INFO : Epoch 560 | loss: 0.000166263 | val_loss: 0.000158193 | Time: 1615.62 ms [2020-12-17 19:55:05 main:581] : INFO : Epoch 561 | loss: 0.000136767 | val_loss: 0.000146507 | Time: 1594.42 ms [2020-12-17 19:55:07 main:581] : INFO : Epoch 562 | loss: 0.000131016 | val_loss: 0.000146358 | Time: 1602.36 ms [2020-12-17 19:55:08 main:581] : INFO : Epoch 563 | loss: 0.000148366 | val_loss: 0.000257284 | Time: 1615.73 ms [2020-12-17 19:55:10 main:581] : INFO : Epoch 564 | loss: 0.000179722 | val_loss: 0.00016325 | Time: 1600.55 ms [2020-12-17 19:55:12 main:581] : INFO : Epoch 565 | loss: 0.000150256 | val_loss: 0.000152716 | Time: 1603 ms [2020-12-17 19:55:13 main:581] : INFO : Epoch 566 | loss: 0.00013149 | val_loss: 0.00014357 | Time: 1603.64 ms [2020-12-17 19:55:15 main:581] : INFO : Epoch 567 | loss: 0.000135499 | val_loss: 0.000189764 | Time: 1597.43 ms [2020-12-17 19:55:16 main:581] : INFO : Epoch 568 | loss: 0.000185712 | val_loss: 0.00015184 | Time: 1597.76 ms [2020-12-17 19:55:18 main:581] : INFO : Epoch 569 | loss: 0.000137069 | val_loss: 0.000145329 | Time: 1605.76 ms [2020-12-17 19:55:20 main:581] : INFO : Epoch 570 | loss: 0.000127779 | val_loss: 0.000142735 | Time: 1606.21 ms [2020-12-17 19:55:21 main:581] : INFO : Epoch 571 | loss: 0.000128004 | val_loss: 0.000142789 | Time: 1604.78 ms [2020-12-17 19:55:23 main:581] : INFO : Epoch 572 | loss: 0.000140936 | val_loss: 0.000223956 | Time: 1604.65 ms [2020-12-17 19:55:24 main:581] : INFO : Epoch 573 | loss: 0.000178128 | val_loss: 0.000162108 | Time: 1605.33 ms [2020-12-17 19:55:26 main:581] : INFO : Epoch 574 | loss: 0.000136176 | val_loss: 0.000147873 | Time: 1615.28 ms [2020-12-17 19:55:28 main:581] : INFO : Epoch 575 | loss: 0.0001314 | val_loss: 0.000155034 | Time: 1609.31 ms [2020-12-17 19:55:29 main:581] : INFO : Epoch 576 | loss: 0.000157739 | val_loss: 0.000163292 | Time: 1598.22 ms [2020-12-17 19:55:31 main:581] : INFO : Epoch 577 | loss: 0.000138298 | val_loss: 0.000142994 | Time: 1601.01 ms [2020-12-17 19:55:32 main:581] : INFO : Epoch 578 | loss: 0.000131789 | val_loss: 0.000150312 | Time: 1619.43 ms [2020-12-17 19:55:34 main:581] : INFO : Epoch 579 | loss: 0.000146467 | val_loss: 0.000153272 | Time: 1603.58 ms [2020-12-17 19:55:36 main:581] : INFO : Epoch 580 | loss: 0.000153148 | val_loss: 0.000149542 | Time: 1605.59 ms [2020-12-17 19:55:37 main:581] : INFO : Epoch 581 | loss: 0.000135463 | val_loss: 0.000149182 | Time: 1606.2 ms [2020-12-17 19:55:39 main:581] : INFO : Epoch 582 | loss: 0.000135437 | val_loss: 0.000174251 | Time: 1602.3 ms [2020-12-17 19:55:40 main:581] : INFO : Epoch 583 | loss: 0.000180452 | val_loss: 0.000169226 | Time: 1615.44 ms [2020-12-17 19:55:42 main:581] : INFO : Epoch 584 | loss: 0.000139162 | val_loss: 0.000146299 | Time: 1605.28 ms [2020-12-17 19:55:44 main:581] : INFO : Epoch 585 | loss: 0.000130132 | val_loss: 0.000142415 | Time: 1607.45 ms [2020-12-17 19:55:45 main:581] : INFO : Epoch 586 | loss: 0.000132982 | val_loss: 0.000198622 | Time: 1604.81 ms [2020-12-17 19:55:47 main:581] : INFO : Epoch 587 | loss: 0.000223482 | val_loss: 0.000188129 | Time: 1600.95 ms [2020-12-17 19:55:48 main:581] : INFO : Epoch 588 | loss: 0.000147609 | val_loss: 0.000148555 | Time: 1600.25 ms [2020-12-17 19:55:50 main:581] : INFO : Epoch 589 | loss: 0.00012929 | val_loss: 0.000142489 | Time: 1599.6 ms [2020-12-17 19:55:52 main:581] : INFO : Epoch 590 | loss: 0.00012684 | val_loss: 0.000142692 | Time: 1605.17 ms [2020-12-17 19:55:53 main:581] : INFO : Epoch 591 | loss: 0.000133416 | val_loss: 0.000177405 | Time: 1592.48 ms [2020-12-17 19:55:55 main:581] : INFO : Epoch 592 | loss: 0.000177075 | val_loss: 0.000164359 | Time: 1614.06 ms [2020-12-17 19:55:56 main:581] : INFO : Epoch 593 | loss: 0.000135079 | val_loss: 0.000145014 | Time: 1624.28 ms [2020-12-17 19:55:58 main:581] : INFO : Epoch 594 | loss: 0.000126401 | val_loss: 0.000139345 | Time: 1610.57 ms [2020-12-17 19:56:00 main:581] : INFO : Epoch 595 | loss: 0.000129761 | val_loss: 0.000155992 | Time: 1617.16 ms [2020-12-17 19:56:01 main:581] : INFO : Epoch 596 | loss: 0.000152721 | val_loss: 0.000171737 | Time: 1600.25 ms [2020-12-17 19:56:03 main:581] : INFO : Epoch 597 | loss: 0.000140006 | val_loss: 0.000151268 | Time: 1613.28 ms [2020-12-17 19:56:05 main:581] : INFO : Epoch 598 | loss: 0.000132476 | val_loss: 0.000155852 | Time: 1632.39 ms [2020-12-17 19:56:06 main:581] : INFO : Epoch 599 | loss: 0.000154349 | val_loss: 0.000153198 | Time: 1601.15 ms [2020-12-17 19:56:08 main:581] : INFO : Epoch 600 | loss: 0.000134948 | val_loss: 0.000141841 | Time: 1603.38 ms [2020-12-17 19:56:09 main:581] : INFO : Epoch 601 | loss: 0.000156251 | val_loss: 0.000276957 | Time: 1605.74 ms [2020-12-17 19:56:11 main:581] : INFO : Epoch 602 | loss: 0.000170235 | val_loss: 0.000150612 | Time: 1600.9 ms [2020-12-17 19:56:13 main:581] : INFO : Epoch 603 | loss: 0.000133501 | val_loss: 0.000143729 | Time: 1622.08 ms [2020-12-17 19:56:14 main:581] : INFO : Epoch 604 | loss: 0.000129072 | val_loss: 0.00014215 | Time: 1604.36 ms [2020-12-17 19:56:16 main:581] : INFO : Epoch 605 | loss: 0.000135219 | val_loss: 0.000189822 | Time: 1604.92 ms [2020-12-17 19:56:17 main:581] : INFO : Epoch 606 | loss: 0.000149112 | val_loss: 0.000148589 | Time: 1605.87 ms [2020-12-17 19:56:19 main:581] : INFO : Epoch 607 | loss: 0.000133072 | val_loss: 0.000146845 | Time: 1605.42 ms [2020-12-17 19:56:21 main:581] : INFO : Epoch 608 | loss: 0.000143523 | val_loss: 0.000152312 | Time: 1590.93 ms [2020-12-17 19:56:22 main:581] : INFO : Epoch 609 | loss: 0.000137857 | val_loss: 0.000168264 | Time: 1596.92 ms [2020-12-17 19:56:24 main:581] : INFO : Epoch 610 | loss: 0.000172592 | val_loss: 0.000156771 | Time: 1592.55 ms [2020-12-17 19:56:25 main:581] : INFO : Epoch 611 | loss: 0.000136055 | val_loss: 0.000142582 | Time: 1624.18 ms [2020-12-17 19:56:27 main:581] : INFO : Epoch 612 | loss: 0.000128907 | val_loss: 0.000146123 | Time: 1605.92 ms [2020-12-17 19:56:29 main:581] : INFO : Epoch 613 | loss: 0.000128306 | val_loss: 0.000149913 | Time: 1600.26 ms [2020-12-17 19:56:30 main:581] : INFO : Epoch 614 | loss: 0.000187888 | val_loss: 0.000166007 | Time: 1615.88 ms [2020-12-17 19:56:32 main:581] : INFO : Epoch 615 | loss: 0.000145389 | val_loss: 0.000160357 | Time: 1609.83 ms [2020-12-17 19:56:33 main:581] : INFO : Epoch 616 | loss: 0.000143711 | val_loss: 0.000154352 | Time: 1609 ms [2020-12-17 19:56:35 main:581] : INFO : Epoch 617 | loss: 0.000141929 | val_loss: 0.000148838 | Time: 1616.35 ms [2020-12-17 19:56:37 main:581] : INFO : Epoch 618 | loss: 0.000127124 | val_loss: 0.000147147 | Time: 1620.01 ms [2020-12-17 19:56:38 main:581] : INFO : Epoch 619 | loss: 0.000158784 | val_loss: 0.000166875 | Time: 1608.28 ms [2020-12-17 19:56:40 main:581] : INFO : Epoch 620 | loss: 0.000136194 | val_loss: 0.000145625 | Time: 1602.18 ms [2020-12-17 19:56:41 main:581] : INFO : Epoch 621 | loss: 0.000127276 | val_loss: 0.000144498 | Time: 1593.86 ms [2020-12-17 19:56:43 main:581] : INFO : Epoch 622 | loss: 0.000139994 | val_loss: 0.000162126 | Time: 1599.3 ms [2020-12-17 19:56:45 main:581] : INFO : Epoch 623 | loss: 0.000175045 | val_loss: 0.000185292 | Time: 1616.06 ms [2020-12-17 19:56:46 main:581] : INFO : Epoch 624 | loss: 0.000147243 | val_loss: 0.000153378 | Time: 1608.04 ms [2020-12-17 19:56:48 main:581] : INFO : Epoch 625 | loss: 0.000130017 | val_loss: 0.000141161 | Time: 1603.83 ms [2020-12-17 19:56:50 main:581] : INFO : Epoch 626 | loss: 0.000126242 | val_loss: 0.000146059 | Time: 1622.85 ms [2020-12-17 19:56:51 main:581] : INFO : Epoch 627 | loss: 0.000152997 | val_loss: 0.000165384 | Time: 1603.34 ms [2020-12-17 19:56:53 main:581] : INFO : Epoch 628 | loss: 0.000146033 | val_loss: 0.000149331 | Time: 1601.99 ms [2020-12-17 19:56:54 main:581] : INFO : Epoch 629 | loss: 0.000129216 | val_loss: 0.000139271 | Time: 1602.56 ms [2020-12-17 19:56:56 main:581] : INFO : Epoch 630 | loss: 0.000137451 | val_loss: 0.000179014 | Time: 1601.49 ms [2020-12-17 19:56:58 main:581] : INFO : Epoch 631 | loss: 0.000151368 | val_loss: 0.000203347 | Time: 1598.26 ms [2020-12-17 19:56:59 main:581] : INFO : Epoch 632 | loss: 0.000194406 | val_loss: 0.000162079 | Time: 1609.95 ms [2020-12-17 19:57:01 main:581] : INFO : Epoch 633 | loss: 0.000134788 | val_loss: 0.00014477 | Time: 1608.56 ms [2020-12-17 19:57:02 main:581] : INFO : Epoch 634 | loss: 0.00012502 | val_loss: 0.000138045 | Time: 1605.03 ms [2020-12-17 19:57:04 main:581] : INFO : Epoch 635 | loss: 0.000122961 | val_loss: 0.000140912 | Time: 1618.62 ms [2020-12-17 19:57:06 main:581] : INFO : Epoch 636 | loss: 0.00015649 | val_loss: 0.000212523 | Time: 1616.88 ms [2020-12-17 19:57:07 main:581] : INFO : Epoch 637 | loss: 0.000150474 | val_loss: 0.000153231 | Time: 1611.12 ms [2020-12-17 19:57:09 main:581] : INFO : Epoch 638 | loss: 0.000128792 | val_loss: 0.000139379 | Time: 1606.55 ms [2020-12-17 19:57:10 main:581] : INFO : Epoch 639 | loss: 0.00012398 | val_loss: 0.000141742 | Time: 1615.44 ms [2020-12-17 19:57:12 main:581] : INFO : Epoch 640 | loss: 0.000174505 | val_loss: 0.000227639 | Time: 1613.5 ms [2020-12-17 19:57:14 main:581] : INFO : Epoch 641 | loss: 0.000178336 | val_loss: 0.000161714 | Time: 1606.4 ms [2020-12-17 19:57:15 main:581] : INFO : Epoch 642 | loss: 0.000133377 | val_loss: 0.000140187 | Time: 1618.15 ms [2020-12-17 19:57:17 main:581] : INFO : Epoch 643 | loss: 0.000124863 | val_loss: 0.000139363 | Time: 1618.86 ms [2020-12-17 19:57:19 main:581] : INFO : Epoch 644 | loss: 0.000133456 | val_loss: 0.000183092 | Time: 1610.9 ms [2020-12-17 19:57:20 main:581] : INFO : Epoch 645 | loss: 0.000156524 | val_loss: 0.000165256 | Time: 1607.95 ms [2020-12-17 19:57:22 main:581] : INFO : Epoch 646 | loss: 0.000143255 | val_loss: 0.000142072 | Time: 1607.57 ms [2020-12-17 19:57:23 main:581] : INFO : Epoch 647 | loss: 0.000129006 | val_loss: 0.000145075 | Time: 1612.87 ms [2020-12-17 19:57:25 main:581] : INFO : Epoch 648 | loss: 0.000133144 | val_loss: 0.000160507 | Time: 1609.86 ms [2020-12-17 19:57:27 main:581] : INFO : Epoch 649 | loss: 0.000151781 | val_loss: 0.000156892 | Time: 1606.84 ms [2020-12-17 19:57:28 main:581] : INFO : Epoch 650 | loss: 0.000130797 | val_loss: 0.000144929 | Time: 1605.79 ms [2020-12-17 19:57:30 main:581] : INFO : Epoch 651 | loss: 0.000134781 | val_loss: 0.000160265 | Time: 1599.39 ms [2020-12-17 19:57:31 main:581] : INFO : Epoch 652 | loss: 0.000158177 | val_loss: 0.000161841 | Time: 1607.81 ms [2020-12-17 19:57:33 main:581] : INFO : Epoch 653 | loss: 0.000140544 | val_loss: 0.000145033 | Time: 1608.89 ms [2020-12-17 19:57:35 main:581] : INFO : Epoch 654 | loss: 0.000127827 | val_loss: 0.000145709 | Time: 1603.44 ms [2020-12-17 19:57:36 main:581] : INFO : Epoch 655 | loss: 0.00017088 | val_loss: 0.000175392 | Time: 1609.63 ms [2020-12-17 19:57:38 main:581] : INFO : Epoch 656 | loss: 0.000150026 | val_loss: 0.000148379 | Time: 1603.63 ms [2020-12-17 19:57:39 main:581] : INFO : Epoch 657 | loss: 0.00012973 | val_loss: 0.000144219 | Time: 1597.21 ms [2020-12-17 19:57:41 main:581] : INFO : Epoch 658 | loss: 0.000138782 | val_loss: 0.0001474 | Time: 1613.52 ms [2020-12-17 19:57:43 main:581] : INFO : Epoch 659 | loss: 0.000135291 | val_loss: 0.000152505 | Time: 1609.57 ms [2020-12-17 19:57:44 main:581] : INFO : Epoch 660 | loss: 0.000129485 | val_loss: 0.000146204 | Time: 1612.35 ms [2020-12-17 19:57:46 main:581] : INFO : Epoch 661 | loss: 0.000148491 | val_loss: 0.000186868 | Time: 1611.93 ms [2020-12-17 19:57:47 main:581] : INFO : Epoch 662 | loss: 0.000160018 | val_loss: 0.000175683 | Time: 1608.02 ms [2020-12-17 19:57:49 main:581] : INFO : Epoch 663 | loss: 0.000139715 | val_loss: 0.0001446 | Time: 1603.21 ms [2020-12-17 19:57:51 main:581] : INFO : Epoch 664 | loss: 0.000127279 | val_loss: 0.00015076 | Time: 1597.82 ms [2020-12-17 19:57:52 main:581] : INFO : Epoch 665 | loss: 0.000177079 | val_loss: 0.000170199 | Time: 1618.44 ms [2020-12-17 19:57:54 main:581] : INFO : Epoch 666 | loss: 0.000143733 | val_loss: 0.000149405 | Time: 1606.05 ms [2020-12-17 19:57:55 main:581] : INFO : Epoch 667 | loss: 0.000127316 | val_loss: 0.000139852 | Time: 1608.54 ms [2020-12-17 19:57:57 main:581] : INFO : Epoch 668 | loss: 0.000135185 | val_loss: 0.000181157 | Time: 1608.16 ms [2020-12-17 19:57:59 main:581] : INFO : Epoch 669 | loss: 0.000168681 | val_loss: 0.000157665 | Time: 1609.36 ms [2020-12-17 19:58:00 main:581] : INFO : Epoch 670 | loss: 0.000132828 | val_loss: 0.000143346 | Time: 1599.6 ms [2020-12-17 19:58:02 main:581] : INFO : Epoch 671 | loss: 0.000125659 | val_loss: 0.000139858 | Time: 1603.69 ms [2020-12-17 19:58:04 main:581] : INFO : Epoch 672 | loss: 0.000155995 | val_loss: 0.000167956 | Time: 1615.61 ms [2020-12-17 19:58:05 main:581] : INFO : Epoch 673 | loss: 0.000139258 | val_loss: 0.000146516 | Time: 1608.97 ms [2020-12-17 19:58:07 main:581] : INFO : Epoch 674 | loss: 0.000131514 | val_loss: 0.000151278 | Time: 1609.47 ms [2020-12-17 19:58:08 main:581] : INFO : Epoch 675 | loss: 0.000136795 | val_loss: 0.000167323 | Time: 1612.17 ms [2020-12-17 19:58:10 main:581] : INFO : Epoch 676 | loss: 0.000157004 | val_loss: 0.000151985 | Time: 1616.61 ms [2020-12-17 19:58:12 main:581] : INFO : Epoch 677 | loss: 0.000140336 | val_loss: 0.000162591 | Time: 1604.37 ms [2020-12-17 19:58:13 main:581] : INFO : Epoch 678 | loss: 0.000140231 | val_loss: 0.000148423 | Time: 1609.85 ms [2020-12-17 19:58:15 main:581] : INFO : Epoch 679 | loss: 0.000132681 | val_loss: 0.000140652 | Time: 1595.41 ms [2020-12-17 19:58:16 main:581] : INFO : Epoch 680 | loss: 0.00013302 | val_loss: 0.0001629 | Time: 1602.49 ms [2020-12-17 19:58:18 main:581] : INFO : Epoch 681 | loss: 0.000173225 | val_loss: 0.00018678 | Time: 1618.21 ms [2020-12-17 19:58:20 main:581] : INFO : Epoch 682 | loss: 0.000141123 | val_loss: 0.000141522 | Time: 1601.12 ms [2020-12-17 19:58:21 main:581] : INFO : Epoch 683 | loss: 0.000124994 | val_loss: 0.000141475 | Time: 1595.66 ms [2020-12-17 19:58:23 main:581] : INFO : Epoch 684 | loss: 0.000127167 | val_loss: 0.000164615 | Time: 1604.84 ms [2020-12-17 19:58:24 main:581] : INFO : Epoch 685 | loss: 0.000164208 | val_loss: 0.000180206 | Time: 1593.59 ms [2020-12-17 19:58:26 main:581] : INFO : Epoch 686 | loss: 0.000149099 | val_loss: 0.000152515 | Time: 1604.12 ms [2020-12-17 19:58:28 main:581] : INFO : Epoch 687 | loss: 0.000133956 | val_loss: 0.0001486 | Time: 1605.24 ms [2020-12-17 19:58:29 main:581] : INFO : Epoch 688 | loss: 0.000135095 | val_loss: 0.000171316 | Time: 1601.3 ms [2020-12-17 19:58:31 main:581] : INFO : Epoch 689 | loss: 0.000149221 | val_loss: 0.000159096 | Time: 1602.15 ms [2020-12-17 19:58:32 main:581] : INFO : Epoch 690 | loss: 0.000130499 | val_loss: 0.000140816 | Time: 1613.68 ms [2020-12-17 19:58:34 main:581] : INFO : Epoch 691 | loss: 0.000130741 | val_loss: 0.000188352 | Time: 1601.54 ms [2020-12-17 19:58:36 main:581] : INFO : Epoch 692 | loss: 0.000186054 | val_loss: 0.000152434 | Time: 1615.98 ms [2020-12-17 19:58:37 main:581] : INFO : Epoch 693 | loss: 0.000135528 | val_loss: 0.000143426 | Time: 1607.57 ms [2020-12-17 19:58:39 main:581] : INFO : Epoch 694 | loss: 0.000124673 | val_loss: 0.000138622 | Time: 1611.39 ms [2020-12-17 19:58:40 main:581] : INFO : Epoch 695 | loss: 0.000130193 | val_loss: 0.000168816 | Time: 1600.96 ms [2020-12-17 19:58:42 main:581] : INFO : Epoch 696 | loss: 0.000219862 | val_loss: 0.000186852 | Time: 1611.27 ms [2020-12-17 19:58:44 main:581] : INFO : Epoch 697 | loss: 0.000164507 | val_loss: 0.00015545 | Time: 1606.97 ms [2020-12-17 19:58:45 main:581] : INFO : Epoch 698 | loss: 0.000133137 | val_loss: 0.000137952 | Time: 1605.01 ms [2020-12-17 19:58:47 main:581] : INFO : Epoch 699 | loss: 0.000123671 | val_loss: 0.000140693 | Time: 1610.09 ms [2020-12-17 19:58:48 main:581] : INFO : Epoch 700 | loss: 0.000141053 | val_loss: 0.000151903 | Time: 1597.71 ms [2020-12-17 19:58:50 main:581] : INFO : Epoch 701 | loss: 0.000128514 | val_loss: 0.000141683 | Time: 1601.29 ms [2020-12-17 19:58:52 main:581] : INFO : Epoch 702 | loss: 0.000124616 | val_loss: 0.000136747 | Time: 1604.39 ms [2020-12-17 19:58:53 main:581] : INFO : Epoch 703 | loss: 0.000122093 | val_loss: 0.000143285 | Time: 1616.65 ms [2020-12-17 19:58:55 main:581] : INFO : Epoch 704 | loss: 0.000177739 | val_loss: 0.000183351 | Time: 1609.89 ms [2020-12-17 19:58:57 main:581] : INFO : Epoch 705 | loss: 0.000155321 | val_loss: 0.000144087 | Time: 1612.57 ms [2020-12-17 19:58:58 main:581] : INFO : Epoch 706 | loss: 0.000131534 | val_loss: 0.000139637 | Time: 1614.72 ms [2020-12-17 19:59:00 main:581] : INFO : Epoch 707 | loss: 0.000124505 | val_loss: 0.000136731 | Time: 1597.81 ms [2020-12-17 19:59:01 main:581] : INFO : Epoch 708 | loss: 0.000121064 | val_loss: 0.000136448 | Time: 1605.72 ms [2020-12-17 19:59:03 main:581] : INFO : Epoch 709 | loss: 0.000143643 | val_loss: 0.00026176 | Time: 1601.05 ms [2020-12-17 19:59:05 main:581] : INFO : Epoch 710 | loss: 0.000172775 | val_loss: 0.000159463 | Time: 1604.78 ms [2020-12-17 19:59:06 main:581] : INFO : Epoch 711 | loss: 0.000137464 | val_loss: 0.000142407 | Time: 1597.11 ms [2020-12-17 19:59:08 main:581] : INFO : Epoch 712 | loss: 0.000124985 | val_loss: 0.000139731 | Time: 1605.62 ms [2020-12-17 19:59:09 main:581] : INFO : Epoch 713 | loss: 0.000124276 | val_loss: 0.000145982 | Time: 1622.48 ms [2020-12-17 19:59:11 main:581] : INFO : Epoch 714 | loss: 0.000153804 | val_loss: 0.000171493 | Time: 1616.52 ms [2020-12-17 19:59:13 main:581] : INFO : Epoch 715 | loss: 0.000157825 | val_loss: 0.00015016 | Time: 1621.84 ms [2020-12-17 19:59:14 main:581] : INFO : Epoch 716 | loss: 0.000130822 | val_loss: 0.000138569 | Time: 1629.56 ms [2020-12-17 19:59:16 main:581] : INFO : Epoch 717 | loss: 0.000124781 | val_loss: 0.000148341 | Time: 1660.85 ms [2020-12-17 19:59:18 main:581] : INFO : Epoch 718 | loss: 0.000169555 | val_loss: 0.000170118 | Time: 1644 ms [2020-12-17 19:59:19 main:581] : INFO : Epoch 719 | loss: 0.000151332 | val_loss: 0.000161156 | Time: 1646.42 ms [2020-12-17 19:59:21 main:581] : INFO : Epoch 720 | loss: 0.000128837 | val_loss: 0.000138629 | Time: 1662.63 ms [2020-12-17 19:59:23 main:581] : INFO : Epoch 721 | loss: 0.000121611 | val_loss: 0.000136775 | Time: 1689.35 ms [2020-12-17 19:59:24 main:581] : INFO : Epoch 722 | loss: 0.000121128 | val_loss: 0.000137146 | Time: 1636.76 ms [2020-12-17 19:59:26 main:581] : INFO : Epoch 723 | loss: 0.000202062 | val_loss: 0.000229064 | Time: 1638.88 ms [2020-12-17 19:59:27 main:581] : INFO : Epoch 724 | loss: 0.000179657 | val_loss: 0.000160017 | Time: 1644 ms [2020-12-17 19:59:29 main:581] : INFO : Epoch 725 | loss: 0.000134489 | val_loss: 0.000140863 | Time: 1659.74 ms [2020-12-17 19:59:31 main:581] : INFO : Epoch 726 | loss: 0.000123233 | val_loss: 0.000137705 | Time: 1633.85 ms [2020-12-17 19:59:32 main:581] : INFO : Epoch 727 | loss: 0.000127698 | val_loss: 0.000149712 | Time: 1629.98 ms [2020-12-17 19:59:34 main:581] : INFO : Epoch 728 | loss: 0.000152184 | val_loss: 0.000171586 | Time: 1617.07 ms [2020-12-17 19:59:36 main:581] : INFO : Epoch 729 | loss: 0.000130803 | val_loss: 0.000140975 | Time: 1636.44 ms [2020-12-17 19:59:37 main:581] : INFO : Epoch 730 | loss: 0.00012614 | val_loss: 0.000151929 | Time: 1598.68 ms [2020-12-17 19:59:39 main:581] : INFO : Epoch 731 | loss: 0.000153178 | val_loss: 0.000173113 | Time: 1598.34 ms [2020-12-17 19:59:40 main:581] : INFO : Epoch 732 | loss: 0.000142542 | val_loss: 0.000146677 | Time: 1598.18 ms [2020-12-17 19:59:42 main:581] : INFO : Epoch 733 | loss: 0.000128467 | val_loss: 0.000143278 | Time: 1615.18 ms [2020-12-17 19:59:44 main:581] : INFO : Epoch 734 | loss: 0.000132694 | val_loss: 0.000165763 | Time: 1602.66 ms [2020-12-17 19:59:45 main:581] : INFO : Epoch 735 | loss: 0.000146024 | val_loss: 0.000163483 | Time: 1619.05 ms [2020-12-17 19:59:47 main:581] : INFO : Epoch 736 | loss: 0.000136441 | val_loss: 0.000140564 | Time: 1616.54 ms [2020-12-17 19:59:49 main:581] : INFO : Epoch 737 | loss: 0.000122792 | val_loss: 0.000137867 | Time: 1603.02 ms [2020-12-17 19:59:50 main:581] : INFO : Epoch 738 | loss: 0.000129016 | val_loss: 0.000189346 | Time: 1604.22 ms [2020-12-17 19:59:52 main:581] : INFO : Epoch 739 | loss: 0.000159538 | val_loss: 0.00015355 | Time: 1595.82 ms [2020-12-17 19:59:53 main:581] : INFO : Epoch 740 | loss: 0.00014117 | val_loss: 0.000145834 | Time: 1609.95 ms [2020-12-17 19:59:55 main:581] : INFO : Epoch 741 | loss: 0.00015012 | val_loss: 0.000179526 | Time: 1635.31 ms [2020-12-17 19:59:57 main:581] : INFO : Epoch 742 | loss: 0.00014294 | val_loss: 0.000146354 | Time: 1610.45 ms [2020-12-17 19:59:58 main:581] : INFO : Epoch 743 | loss: 0.000133549 | val_loss: 0.000141366 | Time: 1613.95 ms [2020-12-17 20:00:00 main:581] : INFO : Epoch 744 | loss: 0.000124007 | val_loss: 0.000144266 | Time: 1605.9 ms [2020-12-17 20:00:01 main:581] : INFO : Epoch 745 | loss: 0.000170809 | val_loss: 0.000155593 | Time: 1603.09 ms [2020-12-17 20:00:03 main:581] : INFO : Epoch 746 | loss: 0.000142151 | val_loss: 0.000148218 | Time: 1607.46 ms [2020-12-17 20:00:05 main:581] : INFO : Epoch 747 | loss: 0.00014429 | val_loss: 0.000169432 | Time: 1597.08 ms [2020-12-17 20:00:06 main:581] : INFO : Epoch 748 | loss: 0.000135594 | val_loss: 0.000151136 | Time: 1605.13 ms [2020-12-17 20:00:08 main:581] : INFO : Epoch 749 | loss: 0.000132186 | val_loss: 0.000155816 | Time: 1601.57 ms [2020-12-17 20:00:09 main:581] : INFO : Epoch 750 | loss: 0.000138823 | val_loss: 0.00014291 | Time: 1594.9 ms [2020-12-17 20:00:11 main:581] : INFO : Epoch 751 | loss: 0.000126633 | val_loss: 0.000153105 | Time: 1591.93 ms [2020-12-17 20:00:13 main:581] : INFO : Epoch 752 | loss: 0.000171991 | val_loss: 0.000168881 | Time: 1616.9 ms [2020-12-17 20:00:14 main:581] : INFO : Epoch 753 | loss: 0.000134658 | val_loss: 0.000137611 | Time: 1597.08 ms [2020-12-17 20:00:16 main:581] : INFO : Epoch 754 | loss: 0.000120847 | val_loss: 0.000133324 | Time: 1603.16 ms [2020-12-17 20:00:17 main:581] : INFO : Epoch 755 | loss: 0.000126027 | val_loss: 0.000172491 | Time: 1593.39 ms [2020-12-17 20:00:19 main:581] : INFO : Epoch 756 | loss: 0.00021435 | val_loss: 0.000185917 | Time: 1603.34 ms [2020-12-17 20:00:21 main:581] : INFO : Epoch 757 | loss: 0.000157294 | val_loss: 0.000139031 | Time: 1600.32 ms [2020-12-17 20:00:22 main:581] : INFO : Epoch 758 | loss: 0.000126472 | val_loss: 0.00013231 | Time: 1601.87 ms [2020-12-17 20:00:24 main:581] : INFO : Epoch 759 | loss: 0.000119934 | val_loss: 0.000132254 | Time: 1598.92 ms [2020-12-17 20:00:25 main:581] : INFO : Epoch 760 | loss: 0.000129297 | val_loss: 0.000185755 | Time: 1595.22 ms [2020-12-17 20:00:27 main:581] : INFO : Epoch 761 | loss: 0.000152468 | val_loss: 0.000136102 | Time: 1616.76 ms [2020-12-17 20:00:29 main:581] : INFO : Epoch 762 | loss: 0.000123965 | val_loss: 0.000131803 | Time: 1608.74 ms [2020-12-17 20:00:30 main:581] : INFO : Epoch 763 | loss: 0.000120379 | val_loss: 0.000134613 | Time: 1610.29 ms [2020-12-17 20:00:32 main:581] : INFO : Epoch 764 | loss: 0.000151241 | val_loss: 0.000178098 | Time: 1602.58 ms [2020-12-17 20:00:33 main:581] : INFO : Epoch 765 | loss: 0.000145727 | val_loss: 0.000145689 | Time: 1602.22 ms [2020-12-17 20:00:35 main:581] : INFO : Epoch 766 | loss: 0.000126712 | val_loss: 0.000134972 | Time: 1606.02 ms [2020-12-17 20:00:37 main:581] : INFO : Epoch 767 | loss: 0.00012353 | val_loss: 0.000148151 | Time: 1603.81 ms [2020-12-17 20:00:38 main:581] : INFO : Epoch 768 | loss: 0.000150003 | val_loss: 0.000145712 | Time: 1613.99 ms [2020-12-17 20:00:40 main:581] : INFO : Epoch 769 | loss: 0.000130119 | val_loss: 0.000138097 | Time: 1610.8 ms [2020-12-17 20:00:41 main:581] : INFO : Epoch 770 | loss: 0.000150238 | val_loss: 0.000177247 | Time: 1612.6 ms [2020-12-17 20:00:43 main:581] : INFO : Epoch 771 | loss: 0.000141205 | val_loss: 0.000148348 | Time: 1615.37 ms [2020-12-17 20:00:45 main:581] : INFO : Epoch 772 | loss: 0.000132017 | val_loss: 0.000145466 | Time: 1610.51 ms [2020-12-17 20:00:46 main:581] : INFO : Epoch 773 | loss: 0.000128672 | val_loss: 0.000141157 | Time: 1598.6 ms [2020-12-17 20:00:48 main:581] : INFO : Epoch 774 | loss: 0.000152186 | val_loss: 0.000143383 | Time: 1599.55 ms [2020-12-17 20:00:50 main:581] : INFO : Epoch 775 | loss: 0.000134862 | val_loss: 0.000151548 | Time: 1602.68 ms [2020-12-17 20:00:51 main:581] : INFO : Epoch 776 | loss: 0.000134636 | val_loss: 0.000136077 | Time: 1611.09 ms [2020-12-17 20:00:53 main:581] : INFO : Epoch 777 | loss: 0.000125757 | val_loss: 0.000152399 | Time: 1610.96 ms [2020-12-17 20:00:54 main:581] : INFO : Epoch 778 | loss: 0.000178777 | val_loss: 0.000188438 | Time: 1610.73 ms [2020-12-17 20:00:56 main:581] : INFO : Epoch 779 | loss: 0.000149216 | val_loss: 0.000141908 | Time: 1614.48 ms [2020-12-17 20:00:58 main:581] : INFO : Epoch 780 | loss: 0.00012754 | val_loss: 0.000136745 | Time: 1614.69 ms [2020-12-17 20:00:59 main:581] : INFO : Epoch 781 | loss: 0.000121985 | val_loss: 0.000135877 | Time: 1615.19 ms [2020-12-17 20:01:01 main:581] : INFO : Epoch 782 | loss: 0.000141655 | val_loss: 0.00019031 | Time: 1603.59 ms [2020-12-17 20:01:02 main:581] : INFO : Epoch 783 | loss: 0.000153734 | val_loss: 0.000142085 | Time: 1597.41 ms [2020-12-17 20:01:04 main:581] : INFO : Epoch 784 | loss: 0.000125743 | val_loss: 0.000135008 | Time: 1602.72 ms [2020-12-17 20:01:06 main:581] : INFO : Epoch 785 | loss: 0.000126453 | val_loss: 0.000161712 | Time: 1599.61 ms [2020-12-17 20:01:07 main:581] : INFO : Epoch 786 | loss: 0.000166019 | val_loss: 0.000148919 | Time: 1594.57 ms [2020-12-17 20:01:09 main:581] : INFO : Epoch 787 | loss: 0.000130723 | val_loss: 0.000140174 | Time: 1598.93 ms [2020-12-17 20:01:10 main:581] : INFO : Epoch 788 | loss: 0.000124862 | val_loss: 0.000142634 | Time: 1600.22 ms [2020-12-17 20:01:12 main:581] : INFO : Epoch 789 | loss: 0.000145895 | val_loss: 0.000170307 | Time: 1606.33 ms [2020-12-17 20:01:14 main:581] : INFO : Epoch 790 | loss: 0.000177153 | val_loss: 0.000167957 | Time: 1605.92 ms [2020-12-17 20:01:15 main:581] : INFO : Epoch 791 | loss: 0.000137689 | val_loss: 0.000138421 | Time: 1618.53 ms [2020-12-17 20:01:17 main:581] : INFO : Epoch 792 | loss: 0.000124524 | val_loss: 0.000131955 | Time: 1612.66 ms [2020-12-17 20:01:18 main:581] : INFO : Epoch 793 | loss: 0.000120109 | val_loss: 0.000131951 | Time: 1608.93 ms [2020-12-17 20:01:20 main:581] : INFO : Epoch 794 | loss: 0.000129096 | val_loss: 0.000174947 | Time: 1615.84 ms [2020-12-17 20:01:22 main:581] : INFO : Epoch 795 | loss: 0.000152928 | val_loss: 0.0001995 | Time: 1619.03 ms [2020-12-17 20:01:23 main:581] : INFO : Epoch 796 | loss: 0.000154515 | val_loss: 0.000140893 | Time: 1622.08 ms [2020-12-17 20:01:25 main:581] : INFO : Epoch 797 | loss: 0.000126337 | val_loss: 0.000137032 | Time: 1617.15 ms [2020-12-17 20:01:27 main:581] : INFO : Epoch 798 | loss: 0.000120059 | val_loss: 0.000130606 | Time: 1597.6 ms [2020-12-17 20:01:28 main:581] : INFO : Epoch 799 | loss: 0.000134749 | val_loss: 0.000196071 | Time: 1611.13 ms [2020-12-17 20:01:30 main:581] : INFO : Epoch 800 | loss: 0.000152731 | val_loss: 0.000149358 | Time: 1612.59 ms [2020-12-17 20:01:31 main:581] : INFO : Epoch 801 | loss: 0.000129504 | val_loss: 0.000148253 | Time: 1603.72 ms [2020-12-17 20:01:33 main:581] : INFO : Epoch 802 | loss: 0.000148673 | val_loss: 0.000142278 | Time: 1613.52 ms [2020-12-17 20:01:35 main:581] : INFO : Epoch 803 | loss: 0.000130548 | val_loss: 0.000148456 | Time: 1613.11 ms [2020-12-17 20:01:36 main:581] : INFO : Epoch 804 | loss: 0.000150449 | val_loss: 0.000138888 | Time: 1622.8 ms [2020-12-17 20:01:38 main:581] : INFO : Epoch 805 | loss: 0.000125688 | val_loss: 0.000134467 | Time: 1613.32 ms [2020-12-17 20:01:39 main:581] : INFO : Epoch 806 | loss: 0.000124546 | val_loss: 0.000141403 | Time: 1622.11 ms [2020-12-17 20:01:41 main:581] : INFO : Epoch 807 | loss: 0.000157364 | val_loss: 0.000147958 | Time: 1613.73 ms [2020-12-17 20:01:43 main:581] : INFO : Epoch 808 | loss: 0.000135989 | val_loss: 0.00013993 | Time: 1603.54 ms [2020-12-17 20:01:44 main:581] : INFO : Epoch 809 | loss: 0.00013561 | val_loss: 0.000172044 | Time: 1613.76 ms [2020-12-17 20:01:46 main:581] : INFO : Epoch 810 | loss: 0.00013903 | val_loss: 0.000138723 | Time: 1614.98 ms [2020-12-17 20:01:48 main:581] : INFO : Epoch 811 | loss: 0.00014802 | val_loss: 0.000211378 | Time: 1612.21 ms [2020-12-17 20:01:49 main:581] : INFO : Epoch 812 | loss: 0.000153758 | val_loss: 0.000144956 | Time: 1613.93 ms [2020-12-17 20:01:51 main:581] : INFO : Epoch 813 | loss: 0.000123773 | val_loss: 0.000132504 | Time: 1616.85 ms [2020-12-17 20:01:52 main:581] : INFO : Epoch 814 | loss: 0.000126614 | val_loss: 0.000139035 | Time: 1616.49 ms [2020-12-17 20:01:54 main:581] : INFO : Epoch 815 | loss: 0.000129794 | val_loss: 0.000134597 | Time: 1616.78 ms [2020-12-17 20:01:56 main:581] : INFO : Epoch 816 | loss: 0.000126211 | val_loss: 0.00015557 | Time: 1619.34 ms [2020-12-17 20:01:57 main:581] : INFO : Epoch 817 | loss: 0.000164734 | val_loss: 0.0001783 | Time: 1610.09 ms [2020-12-17 20:01:59 main:581] : INFO : Epoch 818 | loss: 0.000149516 | val_loss: 0.000141718 | Time: 1617.29 ms [2020-12-17 20:02:00 main:581] : INFO : Epoch 819 | loss: 0.000128637 | val_loss: 0.000135237 | Time: 1631.74 ms [2020-12-17 20:02:02 main:581] : INFO : Epoch 820 | loss: 0.000120846 | val_loss: 0.00013469 | Time: 1617.3 ms [2020-12-17 20:02:04 main:581] : INFO : Epoch 821 | loss: 0.000166242 | val_loss: 0.000163703 | Time: 1611.85 ms [2020-12-17 20:02:05 main:581] : INFO : Epoch 822 | loss: 0.000143026 | val_loss: 0.000142768 | Time: 1605.59 ms [2020-12-17 20:02:07 main:581] : INFO : Epoch 823 | loss: 0.000127482 | val_loss: 0.000137376 | Time: 1617.96 ms [2020-12-17 20:02:09 main:581] : INFO : Epoch 824 | loss: 0.00014003 | val_loss: 0.000174246 | Time: 1612.05 ms [2020-12-17 20:02:10 main:581] : INFO : Epoch 825 | loss: 0.000136923 | val_loss: 0.000135162 | Time: 1612.66 ms [2020-12-17 20:02:12 main:581] : INFO : Epoch 826 | loss: 0.000125918 | val_loss: 0.000141814 | Time: 1610.12 ms [2020-12-17 20:02:13 main:581] : INFO : Epoch 827 | loss: 0.000142112 | val_loss: 0.000172717 | Time: 1610.01 ms [2020-12-17 20:02:15 main:581] : INFO : Epoch 828 | loss: 0.000137828 | val_loss: 0.000145642 | Time: 1611.99 ms [2020-12-17 20:02:17 main:581] : INFO : Epoch 829 | loss: 0.000157655 | val_loss: 0.000152668 | Time: 1609.02 ms [2020-12-17 20:02:18 main:581] : INFO : Epoch 830 | loss: 0.000136064 | val_loss: 0.000141521 | Time: 1613.04 ms [2020-12-17 20:02:20 main:581] : INFO : Epoch 831 | loss: 0.000124888 | val_loss: 0.000138877 | Time: 1612.99 ms [2020-12-17 20:02:21 main:581] : INFO : Epoch 832 | loss: 0.000145735 | val_loss: 0.000151951 | Time: 1611.72 ms [2020-12-17 20:02:23 main:581] : INFO : Epoch 833 | loss: 0.000131586 | val_loss: 0.000140014 | Time: 1612.6 ms [2020-12-17 20:02:25 main:581] : INFO : Epoch 834 | loss: 0.000128048 | val_loss: 0.000160545 | Time: 1614.53 ms [2020-12-17 20:02:26 main:581] : INFO : Epoch 835 | loss: 0.000187909 | val_loss: 0.000163688 | Time: 1617.05 ms [2020-12-17 20:02:28 main:581] : INFO : Epoch 836 | loss: 0.000134721 | val_loss: 0.000136197 | Time: 1617.09 ms [2020-12-17 20:02:29 main:581] : INFO : Epoch 837 | loss: 0.000121446 | val_loss: 0.000130727 | Time: 1621.24 ms [2020-12-17 20:02:31 main:581] : INFO : Epoch 838 | loss: 0.000125258 | val_loss: 0.000161136 | Time: 1615.43 ms [2020-12-17 20:02:33 main:581] : INFO : Epoch 839 | loss: 0.000145743 | val_loss: 0.000147343 | Time: 1623.95 ms [2020-12-17 20:02:34 main:581] : INFO : Epoch 840 | loss: 0.000125935 | val_loss: 0.00013453 | Time: 1613.23 ms [2020-12-17 20:02:36 main:581] : INFO : Epoch 841 | loss: 0.000157853 | val_loss: 0.000207969 | Time: 1604.79 ms [2020-12-17 20:02:38 main:581] : INFO : Epoch 842 | loss: 0.000151958 | val_loss: 0.000139828 | Time: 1606.17 ms [2020-12-17 20:02:39 main:581] : INFO : Epoch 843 | loss: 0.000124724 | val_loss: 0.000133877 | Time: 1605.92 ms [2020-12-17 20:02:41 main:581] : INFO : Epoch 844 | loss: 0.000124449 | val_loss: 0.000144592 | Time: 1616.99 ms [2020-12-17 20:02:42 main:581] : INFO : Epoch 845 | loss: 0.000144263 | val_loss: 0.000148731 | Time: 1612.88 ms [2020-12-17 20:02:44 main:581] : INFO : Epoch 846 | loss: 0.000130878 | val_loss: 0.000132603 | Time: 1608.56 ms [2020-12-17 20:02:46 main:581] : INFO : Epoch 847 | loss: 0.000124613 | val_loss: 0.000141264 | Time: 1605.11 ms [2020-12-17 20:02:47 main:581] : INFO : Epoch 848 | loss: 0.000141373 | val_loss: 0.000143243 | Time: 1609.95 ms [2020-12-17 20:02:49 main:581] : INFO : Epoch 849 | loss: 0.000150653 | val_loss: 0.000212905 | Time: 1611.19 ms [2020-12-17 20:02:50 main:581] : INFO : Epoch 850 | loss: 0.00015874 | val_loss: 0.000145303 | Time: 1611.87 ms [2020-12-17 20:02:52 main:581] : INFO : Epoch 851 | loss: 0.000128627 | val_loss: 0.000137703 | Time: 1613.89 ms [2020-12-17 20:02:54 main:581] : INFO : Epoch 852 | loss: 0.000129681 | val_loss: 0.000145342 | Time: 1614.71 ms [2020-12-17 20:02:55 main:581] : INFO : Epoch 853 | loss: 0.000128376 | val_loss: 0.000142027 | Time: 1614.32 ms [2020-12-17 20:02:57 main:581] : INFO : Epoch 854 | loss: 0.00012419 | val_loss: 0.000134761 | Time: 1609.65 ms [2020-12-17 20:02:59 main:581] : INFO : Epoch 855 | loss: 0.000149788 | val_loss: 0.000160146 | Time: 1614.61 ms [2020-12-17 20:03:00 main:581] : INFO : Epoch 856 | loss: 0.000140402 | val_loss: 0.000140192 | Time: 1611.33 ms [2020-12-17 20:03:02 main:581] : INFO : Epoch 857 | loss: 0.000126509 | val_loss: 0.000149207 | Time: 1613.39 ms [2020-12-17 20:03:03 main:581] : INFO : Epoch 858 | loss: 0.000157002 | val_loss: 0.000163255 | Time: 1612.51 ms [2020-12-17 20:03:05 main:581] : INFO : Epoch 859 | loss: 0.00013717 | val_loss: 0.000136432 | Time: 1622.88 ms [2020-12-17 20:03:07 main:581] : INFO : Epoch 860 | loss: 0.000124684 | val_loss: 0.000133056 | Time: 1623.04 ms [2020-12-17 20:03:08 main:581] : INFO : Epoch 861 | loss: 0.00012651 | val_loss: 0.000148755 | Time: 1612.37 ms [2020-12-17 20:03:10 main:581] : INFO : Epoch 862 | loss: 0.000139815 | val_loss: 0.000157189 | Time: 1619.18 ms [2020-12-17 20:03:11 main:581] : INFO : Epoch 863 | loss: 0.000146766 | val_loss: 0.000157166 | Time: 1618 ms [2020-12-17 20:03:13 main:581] : INFO : Epoch 864 | loss: 0.000149815 | val_loss: 0.000162409 | Time: 1617.75 ms [2020-12-17 20:03:15 main:581] : INFO : Epoch 865 | loss: 0.000133226 | val_loss: 0.000143411 | Time: 1627.02 ms [2020-12-17 20:03:16 main:581] : INFO : Epoch 866 | loss: 0.000124523 | val_loss: 0.000134441 | Time: 1604.03 ms [2020-12-17 20:03:18 main:581] : INFO : Epoch 867 | loss: 0.000126459 | val_loss: 0.000151694 | Time: 1599.57 ms [2020-12-17 20:03:20 main:581] : INFO : Epoch 868 | loss: 0.000160094 | val_loss: 0.000176802 | Time: 1667.08 ms [2020-12-17 20:03:21 main:581] : INFO : Epoch 869 | loss: 0.000140745 | val_loss: 0.000139956 | Time: 1604.54 ms [2020-12-17 20:03:23 main:581] : INFO : Epoch 870 | loss: 0.00012519 | val_loss: 0.000133703 | Time: 1607.53 ms [2020-12-17 20:03:24 main:581] : INFO : Epoch 871 | loss: 0.000133209 | val_loss: 0.000196216 | Time: 1610.08 ms [2020-12-17 20:03:26 main:581] : INFO : Epoch 872 | loss: 0.000157549 | val_loss: 0.000146292 | Time: 1604 ms [2020-12-17 20:03:28 main:581] : INFO : Epoch 873 | loss: 0.000128668 | val_loss: 0.000143105 | Time: 1598.06 ms [2020-12-17 20:03:29 main:581] : INFO : Epoch 874 | loss: 0.000130869 | val_loss: 0.000144962 | Time: 1603.64 ms [2020-12-17 20:03:31 main:581] : INFO : Epoch 875 | loss: 0.00014057 | val_loss: 0.000143977 | Time: 1600.9 ms [2020-12-17 20:03:32 main:581] : INFO : Epoch 876 | loss: 0.000137165 | val_loss: 0.000146783 | Time: 1614.04 ms [2020-12-17 20:03:34 main:581] : INFO : Epoch 877 | loss: 0.00012975 | val_loss: 0.000135793 | Time: 1610.75 ms [2020-12-17 20:03:36 main:581] : INFO : Epoch 878 | loss: 0.000130638 | val_loss: 0.000180561 | Time: 1610.26 ms [2020-12-17 20:03:37 main:581] : INFO : Epoch 879 | loss: 0.000160794 | val_loss: 0.000149886 | Time: 1615.53 ms [2020-12-17 20:03:39 main:581] : INFO : Epoch 880 | loss: 0.00012769 | val_loss: 0.000135885 | Time: 1612.54 ms [2020-12-17 20:03:40 main:581] : INFO : Epoch 881 | loss: 0.000136997 | val_loss: 0.000150092 | Time: 1613.97 ms [2020-12-17 20:03:42 main:581] : INFO : Epoch 882 | loss: 0.000140225 | val_loss: 0.000137132 | Time: 1598.57 ms [2020-12-17 20:03:44 main:581] : INFO : Epoch 883 | loss: 0.000131065 | val_loss: 0.000144666 | Time: 1615.39 ms [2020-12-17 20:03:45 main:581] : INFO : Epoch 884 | loss: 0.000141675 | val_loss: 0.000153863 | Time: 1621.64 ms [2020-12-17 20:03:47 main:581] : INFO : Epoch 885 | loss: 0.000128895 | val_loss: 0.000145719 | Time: 1611.63 ms [2020-12-17 20:03:49 main:581] : INFO : Epoch 886 | loss: 0.000137558 | val_loss: 0.00014792 | Time: 1612.92 ms [2020-12-17 20:03:50 main:581] : INFO : Epoch 887 | loss: 0.000147986 | val_loss: 0.000155534 | Time: 1621.96 ms [2020-12-17 20:03:52 main:581] : INFO : Epoch 888 | loss: 0.000138478 | val_loss: 0.000138445 | Time: 1619.74 ms [2020-12-17 20:03:53 main:581] : INFO : Epoch 889 | loss: 0.000121329 | val_loss: 0.000134031 | Time: 1613.68 ms [2020-12-17 20:03:55 main:581] : INFO : Epoch 890 | loss: 0.000140748 | val_loss: 0.00014937 | Time: 1618.18 ms [2020-12-17 20:03:57 main:581] : INFO : Epoch 891 | loss: 0.000149433 | val_loss: 0.000182953 | Time: 1613.42 ms [2020-12-17 20:03:58 main:581] : INFO : Epoch 892 | loss: 0.000147833 | val_loss: 0.000144493 | Time: 1613.9 ms [2020-12-17 20:04:00 main:581] : INFO : Epoch 893 | loss: 0.000126555 | val_loss: 0.000131945 | Time: 1616.76 ms [2020-12-17 20:04:01 main:581] : INFO : Epoch 894 | loss: 0.000119615 | val_loss: 0.000133942 | Time: 1619.61 ms [2020-12-17 20:04:03 main:581] : INFO : Epoch 895 | loss: 0.000144955 | val_loss: 0.000155798 | Time: 1606.06 ms [2020-12-17 20:04:05 main:581] : INFO : Epoch 896 | loss: 0.000137806 | val_loss: 0.000149554 | Time: 1599.86 ms [2020-12-17 20:04:06 main:581] : INFO : Epoch 897 | loss: 0.000152694 | val_loss: 0.000209508 | Time: 1605.35 ms [2020-12-17 20:04:08 main:581] : INFO : Epoch 898 | loss: 0.000144233 | val_loss: 0.000144807 | Time: 1604.99 ms [2020-12-17 20:04:09 main:581] : INFO : Epoch 899 | loss: 0.0001254 | val_loss: 0.000129923 | Time: 1607.44 ms [2020-12-17 20:04:11 main:581] : INFO : Epoch 900 | loss: 0.000121055 | val_loss: 0.000138725 | Time: 1597.3 ms [2020-12-17 20:04:13 main:581] : INFO : Epoch 901 | loss: 0.000153558 | val_loss: 0.00015561 | Time: 1595.96 ms [2020-12-17 20:04:14 main:581] : INFO : Epoch 902 | loss: 0.000133306 | val_loss: 0.000135342 | Time: 1597.16 ms [2020-12-17 20:04:16 main:581] : INFO : Epoch 903 | loss: 0.0001277 | val_loss: 0.000139132 | Time: 1599.14 ms [2020-12-17 20:04:17 main:581] : INFO : Epoch 904 | loss: 0.000133076 | val_loss: 0.000148977 | Time: 1602.26 ms [2020-12-17 20:04:19 main:581] : INFO : Epoch 905 | loss: 0.000136708 | val_loss: 0.000176848 | Time: 1606.71 ms [2020-12-17 20:04:21 main:581] : INFO : Epoch 906 | loss: 0.0001482 | val_loss: 0.000141665 | Time: 1603.76 ms [2020-12-17 20:04:22 main:581] : INFO : Epoch 907 | loss: 0.000128859 | val_loss: 0.000136772 | Time: 1608.2 ms [2020-12-17 20:04:24 main:581] : INFO : Epoch 908 | loss: 0.00012767 | val_loss: 0.000166341 | Time: 1595.89 ms [2020-12-17 20:04:25 main:581] : INFO : Epoch 909 | loss: 0.000184286 | val_loss: 0.000158679 | Time: 1594.54 ms [2020-12-17 20:04:27 main:581] : INFO : Epoch 910 | loss: 0.00013616 | val_loss: 0.00013518 | Time: 1593.72 ms [2020-12-17 20:04:29 main:581] : INFO : Epoch 911 | loss: 0.000120545 | val_loss: 0.000131521 | Time: 1596.48 ms [2020-12-17 20:04:30 main:581] : INFO : Epoch 912 | loss: 0.000133639 | val_loss: 0.00014777 | Time: 1596.25 ms [2020-12-17 20:04:32 main:581] : INFO : Epoch 913 | loss: 0.000133515 | val_loss: 0.000144637 | Time: 1599.69 ms [2020-12-17 20:04:33 main:581] : INFO : Epoch 914 | loss: 0.000128175 | val_loss: 0.000136469 | Time: 1611.42 ms [2020-12-17 20:04:35 main:581] : INFO : Epoch 915 | loss: 0.000127786 | val_loss: 0.000148403 | Time: 1608.91 ms [2020-12-17 20:04:37 main:581] : INFO : Epoch 916 | loss: 0.000127895 | val_loss: 0.000143587 | Time: 1607.88 ms [2020-12-17 20:04:38 main:581] : INFO : Epoch 917 | loss: 0.000167597 | val_loss: 0.000157017 | Time: 1611.32 ms [2020-12-17 20:04:40 main:581] : INFO : Epoch 918 | loss: 0.000145038 | val_loss: 0.00014545 | Time: 1598.55 ms [2020-12-17 20:04:42 main:581] : INFO : Epoch 919 | loss: 0.000126665 | val_loss: 0.000133585 | Time: 1594.65 ms [2020-12-17 20:04:43 main:581] : INFO : Epoch 920 | loss: 0.000122829 | val_loss: 0.000142431 | Time: 1605.2 ms [2020-12-17 20:04:45 main:581] : INFO : Epoch 921 | loss: 0.000155749 | val_loss: 0.000172753 | Time: 1612.3 ms [2020-12-17 20:04:46 main:581] : INFO : Epoch 922 | loss: 0.000139281 | val_loss: 0.000139809 | Time: 1598.46 ms [2020-12-17 20:04:48 main:581] : INFO : Epoch 923 | loss: 0.000122074 | val_loss: 0.000134982 | Time: 1596.81 ms [2020-12-17 20:04:50 main:581] : INFO : Epoch 924 | loss: 0.000135286 | val_loss: 0.000147238 | Time: 1595.47 ms [2020-12-17 20:04:51 main:581] : INFO : Epoch 925 | loss: 0.000127003 | val_loss: 0.000133632 | Time: 1601.68 ms [2020-12-17 20:04:53 main:581] : INFO : Epoch 926 | loss: 0.00012767 | val_loss: 0.00017982 | Time: 1605.91 ms [2020-12-17 20:04:54 main:581] : INFO : Epoch 927 | loss: 0.000152121 | val_loss: 0.000138306 | Time: 1605.02 ms [2020-12-17 20:04:56 main:581] : INFO : Epoch 928 | loss: 0.00013318 | val_loss: 0.000189294 | Time: 1606.34 ms [2020-12-17 20:04:58 main:581] : INFO : Epoch 929 | loss: 0.000160176 | val_loss: 0.000172128 | Time: 1601.78 ms [2020-12-17 20:04:59 main:581] : INFO : Epoch 930 | loss: 0.000138321 | val_loss: 0.000136689 | Time: 1610.98 ms [2020-12-17 20:05:01 main:581] : INFO : Epoch 931 | loss: 0.000120623 | val_loss: 0.000130869 | Time: 1622.67 ms [2020-12-17 20:05:02 main:581] : INFO : Epoch 932 | loss: 0.000126031 | val_loss: 0.000171582 | Time: 1598.11 ms [2020-12-17 20:05:04 main:581] : INFO : Epoch 933 | loss: 0.000202745 | val_loss: 0.00017146 | Time: 1629.69 ms [2020-12-17 20:05:06 main:581] : INFO : Epoch 934 | loss: 0.000139795 | val_loss: 0.000137742 | Time: 1608.33 ms [2020-12-17 20:05:07 main:581] : INFO : Epoch 935 | loss: 0.000119818 | val_loss: 0.000129086 | Time: 1617.49 ms [2020-12-17 20:05:09 main:581] : INFO : Epoch 936 | loss: 0.000116974 | val_loss: 0.00012951 | Time: 1609.71 ms [2020-12-17 20:05:10 main:581] : INFO : Epoch 937 | loss: 0.00012373 | val_loss: 0.000154093 | Time: 1616.58 ms [2020-12-17 20:05:12 main:581] : INFO : Epoch 938 | loss: 0.000141908 | val_loss: 0.000182089 | Time: 1609.73 ms [2020-12-17 20:05:14 main:581] : INFO : Epoch 939 | loss: 0.000162733 | val_loss: 0.00014266 | Time: 1610.4 ms [2020-12-17 20:05:15 main:581] : INFO : Epoch 940 | loss: 0.000124743 | val_loss: 0.000132041 | Time: 1599.83 ms [2020-12-17 20:05:17 main:581] : INFO : Epoch 941 | loss: 0.000117421 | val_loss: 0.000130044 | Time: 1603.04 ms [2020-12-17 20:05:18 main:581] : INFO : Epoch 942 | loss: 0.000119107 | val_loss: 0.000142569 | Time: 1602.4 ms [2020-12-17 20:05:20 main:581] : INFO : Epoch 943 | loss: 0.000174858 | val_loss: 0.00017415 | Time: 1607.5 ms [2020-12-17 20:05:22 main:581] : INFO : Epoch 944 | loss: 0.000137826 | val_loss: 0.000135128 | Time: 1607.46 ms [2020-12-17 20:05:23 main:581] : INFO : Epoch 945 | loss: 0.000122688 | val_loss: 0.000133249 | Time: 1609.09 ms [2020-12-17 20:05:25 main:581] : INFO : Epoch 946 | loss: 0.000118976 | val_loss: 0.000132088 | Time: 1606.75 ms [2020-12-17 20:05:27 main:581] : INFO : Epoch 947 | loss: 0.000124114 | val_loss: 0.00014897 | Time: 1611.79 ms [2020-12-17 20:05:28 main:581] : INFO : Epoch 948 | loss: 0.000187459 | val_loss: 0.000180093 | Time: 1604.63 ms [2020-12-17 20:05:30 main:581] : INFO : Epoch 949 | loss: 0.000141813 | val_loss: 0.000142933 | Time: 1609.83 ms [2020-12-17 20:05:31 main:581] : INFO : Epoch 950 | loss: 0.000120669 | val_loss: 0.000130787 | Time: 1602.05 ms [2020-12-17 20:05:33 main:581] : INFO : Epoch 951 | loss: 0.00011886 | val_loss: 0.000135133 | Time: 1594.87 ms [2020-12-17 20:05:35 main:581] : INFO : Epoch 952 | loss: 0.00013938 | val_loss: 0.000139375 | Time: 1601.62 ms [2020-12-17 20:05:36 main:581] : INFO : Epoch 953 | loss: 0.000130178 | val_loss: 0.000141675 | Time: 1595.57 ms [2020-12-17 20:05:38 main:581] : INFO : Epoch 954 | loss: 0.000143931 | val_loss: 0.000180128 | Time: 1603.42 ms [2020-12-17 20:05:39 main:581] : INFO : Epoch 955 | loss: 0.000137205 | val_loss: 0.000137462 | Time: 1600.66 ms [2020-12-17 20:05:41 main:581] : INFO : Epoch 956 | loss: 0.000122852 | val_loss: 0.000136503 | Time: 1603.74 ms [2020-12-17 20:05:43 main:581] : INFO : Epoch 957 | loss: 0.000130401 | val_loss: 0.000172564 | Time: 1620.34 ms [2020-12-17 20:05:44 main:581] : INFO : Epoch 958 | loss: 0.000157768 | val_loss: 0.000146076 | Time: 1607.85 ms [2020-12-17 20:05:46 main:581] : INFO : Epoch 959 | loss: 0.000128733 | val_loss: 0.000151444 | Time: 1609.86 ms [2020-12-17 20:05:47 main:581] : INFO : Epoch 960 | loss: 0.000126444 | val_loss: 0.000149985 | Time: 1618.26 ms [2020-12-17 20:05:49 main:581] : INFO : Epoch 961 | loss: 0.00015492 | val_loss: 0.000144673 | Time: 1605.79 ms [2020-12-17 20:05:51 main:581] : INFO : Epoch 962 | loss: 0.000130772 | val_loss: 0.000132369 | Time: 1602.35 ms [2020-12-17 20:05:52 main:581] : INFO : Epoch 963 | loss: 0.000120134 | val_loss: 0.000135051 | Time: 1605.42 ms [2020-12-17 20:05:54 main:581] : INFO : Epoch 964 | loss: 0.000140351 | val_loss: 0.000173736 | Time: 1599.64 ms [2020-12-17 20:05:55 main:581] : INFO : Epoch 965 | loss: 0.000139919 | val_loss: 0.000136993 | Time: 1593.99 ms [2020-12-17 20:05:57 main:581] : INFO : Epoch 966 | loss: 0.000123889 | val_loss: 0.000145597 | Time: 1601.57 ms [2020-12-17 20:05:59 main:581] : INFO : Epoch 967 | loss: 0.000165976 | val_loss: 0.000161115 | Time: 1596.99 ms [2020-12-17 20:06:00 main:581] : INFO : Epoch 968 | loss: 0.000132429 | val_loss: 0.000134441 | Time: 1597.04 ms [2020-12-17 20:06:02 main:581] : INFO : Epoch 969 | loss: 0.000120033 | val_loss: 0.000135433 | Time: 1600.61 ms [2020-12-17 20:06:03 main:581] : INFO : Epoch 970 | loss: 0.000131154 | val_loss: 0.00013546 | Time: 1603.01 ms [2020-12-17 20:06:05 main:581] : INFO : Epoch 971 | loss: 0.000124597 | val_loss: 0.000141042 | Time: 1593.64 ms [2020-12-17 20:06:07 main:581] : INFO : Epoch 972 | loss: 0.000142921 | val_loss: 0.000181798 | Time: 1599.97 ms [2020-12-17 20:06:08 main:581] : INFO : Epoch 973 | loss: 0.000166291 | val_loss: 0.000154878 | Time: 1596.55 ms [2020-12-17 20:06:10 main:581] : INFO : Epoch 974 | loss: 0.000133368 | val_loss: 0.000135653 | Time: 1601.6 ms [2020-12-17 20:06:11 main:581] : INFO : Epoch 975 | loss: 0.000121379 | val_loss: 0.000131975 | Time: 1599.58 ms [2020-12-17 20:06:13 main:581] : INFO : Epoch 976 | loss: 0.000122583 | val_loss: 0.000141016 | Time: 1600.75 ms [2020-12-17 20:06:15 main:581] : INFO : Epoch 977 | loss: 0.00015991 | val_loss: 0.000157641 | Time: 1602.2 ms [2020-12-17 20:06:16 main:581] : INFO : Epoch 978 | loss: 0.000130427 | val_loss: 0.00013402 | Time: 1608.8 ms [2020-12-17 20:06:18 main:581] : INFO : Epoch 979 | loss: 0.000122492 | val_loss: 0.000146552 | Time: 1598.02 ms [2020-12-17 20:06:19 main:581] : INFO : Epoch 980 | loss: 0.000133416 | val_loss: 0.000134643 | Time: 1595.51 ms [2020-12-17 20:06:21 main:581] : INFO : Epoch 981 | loss: 0.000125162 | val_loss: 0.000145761 | Time: 1593.94 ms [2020-12-17 20:06:23 main:581] : INFO : Epoch 982 | loss: 0.000139026 | val_loss: 0.000154749 | Time: 1597.41 ms [2020-12-17 20:06:24 main:581] : INFO : Epoch 983 | loss: 0.000152343 | val_loss: 0.000181361 | Time: 1600.84 ms [2020-12-17 20:06:26 main:581] : INFO : Epoch 984 | loss: 0.000136681 | val_loss: 0.000140816 | Time: 1600.19 ms [2020-12-17 20:06:27 main:581] : INFO : Epoch 985 | loss: 0.000123674 | val_loss: 0.000133771 | Time: 1603.97 ms [2020-12-17 20:06:29 main:581] : INFO : Epoch 986 | loss: 0.000121343 | val_loss: 0.000139762 | Time: 1604.83 ms [2020-12-17 20:06:31 main:581] : INFO : Epoch 987 | loss: 0.000132041 | val_loss: 0.000147505 | Time: 1601.92 ms [2020-12-17 20:06:32 main:581] : INFO : Epoch 988 | loss: 0.000148011 | val_loss: 0.000202065 | Time: 1602.87 ms [2020-12-17 20:06:34 main:581] : INFO : Epoch 989 | loss: 0.000202761 | val_loss: 0.000157047 | Time: 1617.34 ms [2020-12-17 20:06:35 main:581] : INFO : Epoch 990 | loss: 0.000133323 | val_loss: 0.000135818 | Time: 1599.43 ms [2020-12-17 20:06:37 main:581] : INFO : Epoch 991 | loss: 0.000120725 | val_loss: 0.000128819 | Time: 1604.72 ms [2020-12-17 20:06:39 main:581] : INFO : Epoch 992 | loss: 0.000117 | val_loss: 0.000131774 | Time: 1619.62 ms [2020-12-17 20:06:40 main:581] : INFO : Epoch 993 | loss: 0.000135019 | val_loss: 0.000172608 | Time: 1610.89 ms [2020-12-17 20:06:42 main:581] : INFO : Epoch 994 | loss: 0.000141232 | val_loss: 0.000139213 | Time: 1610.39 ms [2020-12-17 20:06:43 main:581] : INFO : Epoch 995 | loss: 0.000128248 | val_loss: 0.000173078 | Time: 1604.8 ms [2020-12-17 20:06:45 main:581] : INFO : Epoch 996 | loss: 0.000148786 | val_loss: 0.000135929 | Time: 1602.34 ms [2020-12-17 20:06:47 main:581] : INFO : Epoch 997 | loss: 0.000123848 | val_loss: 0.000137827 | Time: 1610.26 ms [2020-12-17 20:06:48 main:581] : INFO : Epoch 998 | loss: 0.000122572 | val_loss: 0.000135931 | Time: 1609.48 ms [2020-12-17 20:06:50 main:581] : INFO : Epoch 999 | loss: 0.000131216 | val_loss: 0.000141972 | Time: 1613.72 ms [2020-12-17 20:06:52 main:581] : INFO : Epoch 1000 | loss: 0.000147383 | val_loss: 0.000149976 | Time: 1610.12 ms [2020-12-17 20:06:53 main:581] : INFO : Epoch 1001 | loss: 0.00013038 | val_loss: 0.000140141 | Time: 1609.78 ms [2020-12-17 20:06:55 main:581] : INFO : Epoch 1002 | loss: 0.000141911 | val_loss: 0.000132132 | Time: 1612.49 ms [2020-12-17 20:06:56 main:581] : INFO : Epoch 1003 | loss: 0.000120502 | val_loss: 0.000132716 | Time: 1618.89 ms [2020-12-17 20:06:58 main:581] : INFO : Epoch 1004 | loss: 0.000126116 | val_loss: 0.000163168 | Time: 1614.69 ms [2020-12-17 20:07:00 main:581] : INFO : Epoch 1005 | loss: 0.000148845 | val_loss: 0.00014233 | Time: 1611 ms [2020-12-17 20:07:01 main:581] : INFO : Epoch 1006 | loss: 0.000124317 | val_loss: 0.000136405 | Time: 1607.09 ms [2020-12-17 20:07:03 main:581] : INFO : Epoch 1007 | loss: 0.000153232 | val_loss: 0.000146735 | Time: 1603.19 ms [2020-12-17 20:07:04 main:581] : INFO : Epoch 1008 | loss: 0.000134108 | val_loss: 0.000146854 | Time: 1608.35 ms [2020-12-17 20:07:06 main:581] : INFO : Epoch 1009 | loss: 0.0001384 | val_loss: 0.000138746 | Time: 1606.93 ms [2020-12-17 20:07:08 main:581] : INFO : Epoch 1010 | loss: 0.000123226 | val_loss: 0.000131301 | Time: 1603.75 ms [2020-12-17 20:07:09 main:581] : INFO : Epoch 1011 | loss: 0.000118444 | val_loss: 0.000136576 | Time: 1601.3 ms [2020-12-17 20:07:11 main:581] : INFO : Epoch 1012 | loss: 0.000178853 | val_loss: 0.000179011 | Time: 1601.96 ms [2020-12-17 20:07:12 main:581] : INFO : Epoch 1013 | loss: 0.000142421 | val_loss: 0.00013768 | Time: 1600.81 ms [2020-12-17 20:07:14 main:581] : INFO : Epoch 1014 | loss: 0.000120998 | val_loss: 0.000130993 | Time: 1611.44 ms [2020-12-17 20:07:16 main:581] : INFO : Epoch 1015 | loss: 0.000118103 | val_loss: 0.000135763 | Time: 1604.05 ms [2020-12-17 20:07:17 main:581] : INFO : Epoch 1016 | loss: 0.000161394 | val_loss: 0.000161742 | Time: 1602.52 ms [2020-12-17 20:07:19 main:581] : INFO : Epoch 1017 | loss: 0.000142003 | val_loss: 0.000141344 | Time: 1611.05 ms [2020-12-17 20:07:20 main:581] : INFO : Epoch 1018 | loss: 0.000127111 | val_loss: 0.000135819 | Time: 1598.93 ms [2020-12-17 20:07:22 main:581] : INFO : Epoch 1019 | loss: 0.000126122 | val_loss: 0.000139734 | Time: 1602.77 ms [2020-12-17 20:07:24 main:581] : INFO : Epoch 1020 | loss: 0.000126329 | val_loss: 0.000133796 | Time: 1591.27 ms [2020-12-17 20:07:25 main:581] : INFO : Epoch 1021 | loss: 0.000124965 | val_loss: 0.000132662 | Time: 1586.8 ms [2020-12-17 20:07:27 main:581] : INFO : Epoch 1022 | loss: 0.000144895 | val_loss: 0.000189524 | Time: 1596.22 ms [2020-12-17 20:07:28 main:581] : INFO : Epoch 1023 | loss: 0.000143595 | val_loss: 0.000143112 | Time: 1593.04 ms [2020-12-17 20:07:30 main:581] : INFO : Epoch 1024 | loss: 0.000127944 | val_loss: 0.000131498 | Time: 1589.18 ms [2020-12-17 20:07:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000131498 [2020-12-17 20:07:30 main:610] : INFO : Saving end state to config to file [2020-12-17 20:07:30 main:615] : INFO : Success, exiting.. 20:07:30 (1429993): 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)