Task 3205110
| Name | EightBitModified-1605455517-30935-4_1 |
| Workunit | 1472584 |
| Created | 8 Dec 2020, 18:21:13 UTC |
| Sent | 8 Dec 2020, 19:01:22 UTC |
| Report deadline | 15 Dec 2020, 19:01:22 UTC |
| Received | 9 Dec 2020, 6:08:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 51 sec |
| CPU time | 27 min 48 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> e: 1627.82 ms [2020-12-09 00:50:47 main:581] : INFO : Epoch 526 | loss: 0.000114556 | val_loss: 0.000131634 | Time: 1639.07 ms [2020-12-09 00:50:49 main:581] : INFO : Epoch 527 | loss: 0.000106273 | val_loss: 0.000126097 | Time: 1673.7 ms [2020-12-09 00:50:50 main:581] : INFO : Epoch 528 | loss: 0.000109006 | val_loss: 0.000146046 | Time: 1641.95 ms [2020-12-09 00:50:52 main:581] : INFO : Epoch 529 | loss: 0.000112536 | val_loss: 0.000127154 | Time: 1639.81 ms [2020-12-09 00:50:54 main:581] : INFO : Epoch 530 | loss: 0.000103481 | val_loss: 0.000124905 | Time: 1657.28 ms [2020-12-09 00:50:55 main:581] : INFO : Epoch 531 | loss: 0.000105327 | val_loss: 0.000130448 | Time: 1631.43 ms [2020-12-09 00:50:57 main:581] : INFO : Epoch 532 | loss: 0.000107243 | val_loss: 0.000147162 | Time: 1608.41 ms [2020-12-09 00:50:58 main:581] : INFO : Epoch 533 | loss: 0.000131243 | val_loss: 0.000134432 | Time: 1629.57 ms [2020-12-09 00:51:00 main:581] : INFO : Epoch 534 | loss: 0.000106346 | val_loss: 0.000126529 | Time: 1640.87 ms [2020-12-09 00:51:02 main:581] : INFO : Epoch 535 | loss: 0.000103547 | val_loss: 0.000125501 | Time: 1619.22 ms [2020-12-09 00:51:03 main:581] : INFO : Epoch 536 | loss: 0.000108687 | val_loss: 0.000135052 | Time: 1616.74 ms [2020-12-09 00:51:05 main:581] : INFO : Epoch 537 | loss: 0.000113901 | val_loss: 0.000136202 | Time: 1612.25 ms [2020-12-09 00:51:07 main:581] : INFO : Epoch 538 | loss: 0.000109367 | val_loss: 0.00012996 | Time: 1632.25 ms [2020-12-09 00:51:08 main:581] : INFO : Epoch 539 | loss: 0.000114969 | val_loss: 0.000130178 | Time: 1626.13 ms [2020-12-09 00:51:10 main:581] : INFO : Epoch 540 | loss: 0.000112058 | val_loss: 0.000148678 | Time: 1646.64 ms [2020-12-09 00:51:11 main:581] : INFO : Epoch 541 | loss: 0.000114176 | val_loss: 0.000129871 | Time: 1630.03 ms [2020-12-09 00:51:13 main:581] : INFO : Epoch 542 | loss: 0.000104405 | val_loss: 0.000128221 | Time: 1635.29 ms [2020-12-09 00:51:15 main:581] : INFO : Epoch 543 | loss: 0.000109507 | val_loss: 0.000141405 | Time: 1664.4 ms [2020-12-09 00:51:16 main:581] : INFO : Epoch 544 | loss: 0.000120477 | val_loss: 0.000132918 | Time: 1656.07 ms [2020-12-09 00:51:18 main:581] : INFO : Epoch 545 | loss: 0.000106834 | val_loss: 0.000127243 | Time: 1665.3 ms [2020-12-09 00:51:20 main:581] : INFO : Epoch 546 | loss: 0.000108398 | val_loss: 0.000131874 | Time: 1637.46 ms [2020-12-09 00:51:21 main:581] : INFO : Epoch 547 | loss: 0.000125363 | val_loss: 0.000133021 | Time: 1642 ms [2020-12-09 00:51:23 main:581] : INFO : Epoch 548 | loss: 0.000108982 | val_loss: 0.000132234 | Time: 1621.3 ms [2020-12-09 00:51:25 main:581] : INFO : Epoch 549 | loss: 0.000108233 | val_loss: 0.00012683 | Time: 1643.16 ms [2020-12-09 00:51:26 main:581] : INFO : Epoch 550 | loss: 0.000109363 | val_loss: 0.000149093 | Time: 1686.02 ms [2020-12-09 00:51:28 main:581] : INFO : Epoch 551 | loss: 0.000118089 | val_loss: 0.000132644 | Time: 1659.2 ms [2020-12-09 00:51:30 main:581] : INFO : Epoch 552 | loss: 0.000107186 | val_loss: 0.000126875 | Time: 1658.38 ms [2020-12-09 00:51:31 main:581] : INFO : Epoch 553 | loss: 0.000102429 | val_loss: 0.000128129 | Time: 1644.44 ms [2020-12-09 00:51:33 main:581] : INFO : Epoch 554 | loss: 0.000128673 | val_loss: 0.000139364 | Time: 1686.17 ms [2020-12-09 00:51:35 main:581] : INFO : Epoch 555 | loss: 0.000112601 | val_loss: 0.000132433 | Time: 1657.69 ms [2020-12-09 00:51:36 main:581] : INFO : Epoch 556 | loss: 0.000105448 | val_loss: 0.000127323 | Time: 1652.68 ms [2020-12-09 00:51:38 main:581] : INFO : Epoch 557 | loss: 0.000103377 | val_loss: 0.0001285 | Time: 1664.05 ms [2020-12-09 00:51:40 main:581] : INFO : Epoch 558 | loss: 0.000128605 | val_loss: 0.000141559 | Time: 1672.28 ms [2020-12-09 00:51:41 main:581] : INFO : Epoch 559 | loss: 0.000113341 | val_loss: 0.000136596 | Time: 1680.71 ms [2020-12-09 00:51:43 main:581] : INFO : Epoch 560 | loss: 0.000109372 | val_loss: 0.000133159 | Time: 1681.65 ms [2020-12-09 00:51:45 main:581] : INFO : Epoch 561 | loss: 0.000112016 | val_loss: 0.000128095 | Time: 1648.18 ms [2020-12-09 00:51:46 main:581] : INFO : Epoch 562 | loss: 0.000104587 | val_loss: 0.000124653 | Time: 1674.77 ms [2020-12-09 00:51:48 main:581] : INFO : Epoch 563 | loss: 0.000106286 | val_loss: 0.000137147 | Time: 1661.93 ms [2020-12-09 00:51:50 main:581] : INFO : Epoch 564 | loss: 0.000116399 | val_loss: 0.00013051 | Time: 1630.39 ms [2020-12-09 00:51:51 main:581] : INFO : Epoch 565 | loss: 0.000106622 | val_loss: 0.000130262 | Time: 1632.94 ms [2020-12-09 00:51:53 main:581] : INFO : Epoch 566 | loss: 0.000111103 | val_loss: 0.000155964 | Time: 1623.96 ms [2020-12-09 00:51:54 main:581] : INFO : Epoch 567 | loss: 0.000128577 | val_loss: 0.00013346 | Time: 1632.53 ms [2020-12-09 00:51:56 main:581] : INFO : Epoch 568 | loss: 0.00011634 | val_loss: 0.000132463 | Time: 1629.93 ms [2020-12-09 00:51:58 main:581] : INFO : Epoch 569 | loss: 0.000114811 | val_loss: 0.000146559 | Time: 1623.25 ms [2020-12-09 00:51:59 main:581] : INFO : Epoch 570 | loss: 0.000113209 | val_loss: 0.00013205 | Time: 1639.09 ms [2020-12-09 00:52:01 main:581] : INFO : Epoch 571 | loss: 0.000104779 | val_loss: 0.000125027 | Time: 1615.43 ms [2020-12-09 00:52:03 main:581] : INFO : Epoch 572 | loss: 0.000112 | val_loss: 0.000158914 | Time: 1629.87 ms [2020-12-09 00:52:04 main:581] : INFO : Epoch 573 | loss: 0.000114422 | val_loss: 0.000129839 | Time: 1615.13 ms [2020-12-09 00:52:06 main:581] : INFO : Epoch 574 | loss: 0.000106828 | val_loss: 0.00012834 | Time: 1639.71 ms [2020-12-09 00:52:07 main:581] : INFO : Epoch 575 | loss: 0.000118689 | val_loss: 0.00013744 | Time: 1626 ms [2020-12-09 00:52:09 main:581] : INFO : Epoch 576 | loss: 0.000108484 | val_loss: 0.000125824 | Time: 1599.35 ms [2020-12-09 00:52:11 main:581] : INFO : Epoch 577 | loss: 0.000104338 | val_loss: 0.000126364 | Time: 1626.16 ms [2020-12-09 00:52:12 main:581] : INFO : Epoch 578 | loss: 0.000104588 | val_loss: 0.000127827 | Time: 1618.69 ms [2020-12-09 00:52:14 main:581] : INFO : Epoch 579 | loss: 0.000113831 | val_loss: 0.000150124 | Time: 1622.46 ms [2020-12-09 00:52:16 main:581] : INFO : Epoch 580 | loss: 0.000117693 | val_loss: 0.000139103 | Time: 1622.64 ms [2020-12-09 00:52:17 main:581] : INFO : Epoch 581 | loss: 0.000108004 | val_loss: 0.000131103 | Time: 1653.61 ms [2020-12-09 00:52:19 main:581] : INFO : Epoch 582 | loss: 0.000109059 | val_loss: 0.000140667 | Time: 1621.03 ms [2020-12-09 00:52:20 main:581] : INFO : Epoch 583 | loss: 0.000120114 | val_loss: 0.00013688 | Time: 1623.66 ms [2020-12-09 00:52:22 main:581] : INFO : Epoch 584 | loss: 0.000109829 | val_loss: 0.000125174 | Time: 1650.85 ms [2020-12-09 00:52:24 main:581] : INFO : Epoch 585 | loss: 0.000103927 | val_loss: 0.000133869 | Time: 1636.08 ms [2020-12-09 00:52:25 main:581] : INFO : Epoch 586 | loss: 0.000126384 | val_loss: 0.000134186 | Time: 1628.54 ms [2020-12-09 00:52:27 main:581] : INFO : Epoch 587 | loss: 0.000108062 | val_loss: 0.000127136 | Time: 1620.89 ms [2020-12-09 00:52:29 main:581] : INFO : Epoch 588 | loss: 0.000103333 | val_loss: 0.000126871 | Time: 1610.18 ms [2020-12-09 00:52:30 main:581] : INFO : Epoch 589 | loss: 0.000112703 | val_loss: 0.000136895 | Time: 1619.52 ms [2020-12-09 00:52:32 main:581] : INFO : Epoch 590 | loss: 0.0001102 | val_loss: 0.000130594 | Time: 1612.65 ms [2020-12-09 00:52:33 main:581] : INFO : Epoch 591 | loss: 0.000105552 | val_loss: 0.000129129 | Time: 1629.4 ms [2020-12-09 00:52:35 main:581] : INFO : Epoch 592 | loss: 0.000113059 | val_loss: 0.00015767 | Time: 1630.21 ms [2020-12-09 00:52:37 main:581] : INFO : Epoch 593 | loss: 0.000124921 | val_loss: 0.000138677 | Time: 1635.48 ms [2020-12-09 00:52:38 main:581] : INFO : Epoch 594 | loss: 0.000110649 | val_loss: 0.000129639 | Time: 1628.34 ms [2020-12-09 00:52:40 main:581] : INFO : Epoch 595 | loss: 0.00010431 | val_loss: 0.000124642 | Time: 1622.06 ms [2020-12-09 00:52:42 main:581] : INFO : Epoch 596 | loss: 0.000105927 | val_loss: 0.000156126 | Time: 1630.12 ms [2020-12-09 00:52:43 main:581] : INFO : Epoch 597 | loss: 0.00105724 | val_loss: 0.00239788 | Time: 1639.65 ms [2020-12-09 00:52:45 main:581] : INFO : Epoch 598 | loss: 0.00154988 | val_loss: 0.000691479 | Time: 1630.98 ms [2020-12-09 00:52:46 main:581] : INFO : Epoch 599 | loss: 0.000390964 | val_loss: 0.00026248 | Time: 1602.86 ms [2020-12-09 00:52:48 main:581] : INFO : Epoch 600 | loss: 0.000317213 | val_loss: 0.000260367 | Time: 1627.06 ms [2020-12-09 00:52:50 main:581] : INFO : Epoch 601 | loss: 0.000337557 | val_loss: 0.00020201 | Time: 1638.63 ms [2020-12-09 00:52:51 main:581] : INFO : Epoch 602 | loss: 0.000149542 | val_loss: 0.000144272 | Time: 1617.85 ms [2020-12-09 00:52:53 main:581] : INFO : Epoch 603 | loss: 0.000116728 | val_loss: 0.000128909 | Time: 1642.17 ms [2020-12-09 00:52:55 main:581] : INFO : Epoch 604 | loss: 0.000109245 | val_loss: 0.000125605 | Time: 1625.31 ms [2020-12-09 00:52:56 main:581] : INFO : Epoch 605 | loss: 0.000106928 | val_loss: 0.000124131 | Time: 1617.32 ms [2020-12-09 00:52:58 main:581] : INFO : Epoch 606 | loss: 0.000105887 | val_loss: 0.000123326 | Time: 1598.6 ms [2020-12-09 00:52:59 main:581] : INFO : Epoch 607 | loss: 0.000105255 | val_loss: 0.000122769 | Time: 1634.29 ms [2020-12-09 00:53:01 main:581] : INFO : Epoch 608 | loss: 0.000104882 | val_loss: 0.000122322 | Time: 1622.9 ms [2020-12-09 00:53:03 main:581] : INFO : Epoch 609 | loss: 0.000104428 | val_loss: 0.00012198 | Time: 1624.73 ms [2020-12-09 00:53:04 main:581] : INFO : Epoch 610 | loss: 0.000104115 | val_loss: 0.000121762 | Time: 1625.67 ms [2020-12-09 00:53:06 main:581] : INFO : Epoch 611 | loss: 0.00010394 | val_loss: 0.000121625 | Time: 1625.77 ms [2020-12-09 00:53:08 main:581] : INFO : Epoch 612 | loss: 0.000103714 | val_loss: 0.000121559 | Time: 1625.9 ms [2020-12-09 00:53:09 main:581] : INFO : Epoch 613 | loss: 0.00010357 | val_loss: 0.000121171 | Time: 1626.17 ms [2020-12-09 00:53:11 main:581] : INFO : Epoch 614 | loss: 0.00010332 | val_loss: 0.000121002 | Time: 1625.48 ms [2020-12-09 00:53:12 main:581] : INFO : Epoch 615 | loss: 0.0001033 | val_loss: 0.000121013 | Time: 1625.33 ms [2020-12-09 00:53:14 main:581] : INFO : Epoch 616 | loss: 0.000103078 | val_loss: 0.000120935 | Time: 1613.22 ms [2020-12-09 00:53:16 main:581] : INFO : Epoch 617 | loss: 0.000102781 | val_loss: 0.000120924 | Time: 1626.38 ms [2020-12-09 00:53:17 main:581] : INFO : Epoch 618 | loss: 0.0001028 | val_loss: 0.000121267 | Time: 1610.33 ms [2020-12-09 00:53:19 main:581] : INFO : Epoch 619 | loss: 0.00010268 | val_loss: 0.000121548 | Time: 1611.74 ms [2020-12-09 00:53:21 main:581] : INFO : Epoch 620 | loss: 0.000105167 | val_loss: 0.000121575 | Time: 1610.7 ms [2020-12-09 00:53:22 main:581] : INFO : Epoch 621 | loss: 0.000103314 | val_loss: 0.000121147 | Time: 1596.49 ms [2020-12-09 00:53:24 main:581] : INFO : Epoch 622 | loss: 0.000101974 | val_loss: 0.000120991 | Time: 1614.36 ms [2020-12-09 00:53:25 main:581] : INFO : Epoch 623 | loss: 0.000101933 | val_loss: 0.000121333 | Time: 1626.09 ms [2020-12-09 00:53:27 main:581] : INFO : Epoch 624 | loss: 0.000104157 | val_loss: 0.000135772 | Time: 1633.62 ms [2020-12-09 00:53:29 main:581] : INFO : Epoch 625 | loss: 0.000109798 | val_loss: 0.00012117 | Time: 1625.87 ms [2020-12-09 00:53:30 main:581] : INFO : Epoch 626 | loss: 0.000102781 | val_loss: 0.000120833 | Time: 1624.31 ms [2020-12-09 00:53:32 main:581] : INFO : Epoch 627 | loss: 0.00010153 | val_loss: 0.000120873 | Time: 1627.21 ms [2020-12-09 00:53:34 main:581] : INFO : Epoch 628 | loss: 0.000101146 | val_loss: 0.00012115 | Time: 1622.01 ms [2020-12-09 00:53:35 main:581] : INFO : Epoch 629 | loss: 0.000101057 | val_loss: 0.000121221 | Time: 1626.89 ms [2020-12-09 00:53:37 main:581] : INFO : Epoch 630 | loss: 0.000101459 | val_loss: 0.000121981 | Time: 1631.87 ms [2020-12-09 00:53:38 main:581] : INFO : Epoch 631 | loss: 0.000108203 | val_loss: 0.000121501 | Time: 1625.4 ms [2020-12-09 00:53:40 main:581] : INFO : Epoch 632 | loss: 0.000102186 | val_loss: 0.000121772 | Time: 1606.33 ms [2020-12-09 00:53:42 main:581] : INFO : Epoch 633 | loss: 0.000101591 | val_loss: 0.000122755 | Time: 1616.51 ms [2020-12-09 00:53:43 main:581] : INFO : Epoch 634 | loss: 0.000102743 | val_loss: 0.000120963 | Time: 1600.29 ms [2020-12-09 00:53:45 main:581] : INFO : Epoch 635 | loss: 0.00010192 | val_loss: 0.000121703 | Time: 1616.21 ms [2020-12-09 00:53:46 main:581] : INFO : Epoch 636 | loss: 0.000102362 | val_loss: 0.000126435 | Time: 1604.61 ms [2020-12-09 00:53:48 main:581] : INFO : Epoch 637 | loss: 0.000111358 | val_loss: 0.000122859 | Time: 1600.61 ms [2020-12-09 00:53:50 main:581] : INFO : Epoch 638 | loss: 0.000102478 | val_loss: 0.000122009 | Time: 1606.99 ms [2020-12-09 00:53:51 main:581] : INFO : Epoch 639 | loss: 0.000102208 | val_loss: 0.000122199 | Time: 1609.87 ms [2020-12-09 00:53:53 main:581] : INFO : Epoch 640 | loss: 0.000101511 | val_loss: 0.00012123 | Time: 1609.21 ms [2020-12-09 00:53:55 main:581] : INFO : Epoch 641 | loss: 0.000106285 | val_loss: 0.000143495 | Time: 1639.2 ms [2020-12-09 00:53:56 main:581] : INFO : Epoch 642 | loss: 0.000117011 | val_loss: 0.000125949 | Time: 1621.08 ms [2020-12-09 00:53:58 main:581] : INFO : Epoch 643 | loss: 0.000104782 | val_loss: 0.000124056 | Time: 1624.61 ms [2020-12-09 00:53:59 main:581] : INFO : Epoch 644 | loss: 0.000102219 | val_loss: 0.00012219 | Time: 1625.83 ms [2020-12-09 00:54:01 main:581] : INFO : Epoch 645 | loss: 0.000109375 | val_loss: 0.000147055 | Time: 1614.86 ms [2020-12-09 00:54:03 main:581] : INFO : Epoch 646 | loss: 0.000112922 | val_loss: 0.000125203 | Time: 1612.05 ms [2020-12-09 00:54:04 main:581] : INFO : Epoch 647 | loss: 0.000102105 | val_loss: 0.000121623 | Time: 1621.6 ms [2020-12-09 00:54:06 main:581] : INFO : Epoch 648 | loss: 0.00010077 | val_loss: 0.000121601 | Time: 1624.2 ms [2020-12-09 00:54:08 main:581] : INFO : Epoch 649 | loss: 0.000101352 | val_loss: 0.000125039 | Time: 1625.43 ms [2020-12-09 00:54:09 main:581] : INFO : Epoch 650 | loss: 0.000114364 | val_loss: 0.000138495 | Time: 1620.53 ms [2020-12-09 00:54:11 main:581] : INFO : Epoch 651 | loss: 0.000114972 | val_loss: 0.00012506 | Time: 1618.06 ms [2020-12-09 00:54:12 main:581] : INFO : Epoch 652 | loss: 0.000105176 | val_loss: 0.000122007 | Time: 1608.82 ms [2020-12-09 00:54:14 main:581] : INFO : Epoch 653 | loss: 0.000102611 | val_loss: 0.000122365 | Time: 1604.94 ms [2020-12-09 00:54:16 main:581] : INFO : Epoch 654 | loss: 0.000110081 | val_loss: 0.000152099 | Time: 1610.74 ms [2020-12-09 00:54:17 main:581] : INFO : Epoch 655 | loss: 0.000114151 | val_loss: 0.000124699 | Time: 1601.72 ms [2020-12-09 00:54:19 main:581] : INFO : Epoch 656 | loss: 0.000104277 | val_loss: 0.000122339 | Time: 1629.26 ms [2020-12-09 00:54:20 main:581] : INFO : Epoch 657 | loss: 0.00010501 | val_loss: 0.000136509 | Time: 1625.74 ms [2020-12-09 00:54:22 main:581] : INFO : Epoch 658 | loss: 0.000111579 | val_loss: 0.00012494 | Time: 1621.18 ms [2020-12-09 00:54:24 main:581] : INFO : Epoch 659 | loss: 0.00010354 | val_loss: 0.000121417 | Time: 1633.7 ms [2020-12-09 00:54:25 main:581] : INFO : Epoch 660 | loss: 0.000100652 | val_loss: 0.000121793 | Time: 1623.99 ms [2020-12-09 00:54:27 main:581] : INFO : Epoch 661 | loss: 0.000122344 | val_loss: 0.000173857 | Time: 1624.36 ms [2020-12-09 00:54:29 main:581] : INFO : Epoch 662 | loss: 0.000121653 | val_loss: 0.00012581 | Time: 1625.32 ms [2020-12-09 00:54:30 main:581] : INFO : Epoch 663 | loss: 0.000104529 | val_loss: 0.000122817 | Time: 1624.44 ms [2020-12-09 00:54:32 main:581] : INFO : Epoch 664 | loss: 0.00010177 | val_loss: 0.000123389 | Time: 1623.3 ms [2020-12-09 00:54:33 main:581] : INFO : Epoch 665 | loss: 0.00011542 | val_loss: 0.000130598 | Time: 1632.73 ms [2020-12-09 00:54:35 main:581] : INFO : Epoch 666 | loss: 0.00010539 | val_loss: 0.000124225 | Time: 1624.26 ms [2020-12-09 00:54:37 main:581] : INFO : Epoch 667 | loss: 0.000101703 | val_loss: 0.000122475 | Time: 1627.59 ms [2020-12-09 00:54:38 main:581] : INFO : Epoch 668 | loss: 0.00010291 | val_loss: 0.00012846 | Time: 1620.76 ms [2020-12-09 00:54:40 main:581] : INFO : Epoch 669 | loss: 0.000113061 | val_loss: 0.000173951 | Time: 1630.4 ms [2020-12-09 00:54:42 main:581] : INFO : Epoch 670 | loss: 0.000123866 | val_loss: 0.000128135 | Time: 1623.16 ms [2020-12-09 00:54:43 main:581] : INFO : Epoch 671 | loss: 0.00010433 | val_loss: 0.000126025 | Time: 1620.72 ms [2020-12-09 00:54:45 main:581] : INFO : Epoch 672 | loss: 0.000102907 | val_loss: 0.000132239 | Time: 1615.19 ms [2020-12-09 00:54:46 main:581] : INFO : Epoch 673 | loss: 0.000120916 | val_loss: 0.000130776 | Time: 1623.32 ms [2020-12-09 00:54:48 main:581] : INFO : Epoch 674 | loss: 0.00010467 | val_loss: 0.000122552 | Time: 1608.33 ms [2020-12-09 00:54:50 main:581] : INFO : Epoch 675 | loss: 0.000101643 | val_loss: 0.000122258 | Time: 1594.95 ms [2020-12-09 00:54:51 main:581] : INFO : Epoch 676 | loss: 0.000100871 | val_loss: 0.000125075 | Time: 1596.86 ms [2020-12-09 00:54:53 main:581] : INFO : Epoch 677 | loss: 0.000133587 | val_loss: 0.000131668 | Time: 1595.93 ms [2020-12-09 00:54:54 main:581] : INFO : Epoch 678 | loss: 0.000111441 | val_loss: 0.000125644 | Time: 1619.74 ms [2020-12-09 00:54:56 main:581] : INFO : Epoch 679 | loss: 0.000103967 | val_loss: 0.000127226 | Time: 1621 ms [2020-12-09 00:54:58 main:581] : INFO : Epoch 680 | loss: 0.000105285 | val_loss: 0.000123242 | Time: 1625.16 ms [2020-12-09 00:54:59 main:581] : INFO : Epoch 681 | loss: 0.000105126 | val_loss: 0.000135851 | Time: 1625.79 ms [2020-12-09 00:55:01 main:581] : INFO : Epoch 682 | loss: 0.000112939 | val_loss: 0.000125206 | Time: 1623.51 ms [2020-12-09 00:55:03 main:581] : INFO : Epoch 683 | loss: 0.000106221 | val_loss: 0.000123757 | Time: 1618.74 ms [2020-12-09 00:55:04 main:581] : INFO : Epoch 684 | loss: 0.000103944 | val_loss: 0.000123264 | Time: 1625.37 ms [2020-12-09 00:55:06 main:581] : INFO : Epoch 685 | loss: 0.000113527 | val_loss: 0.000140667 | Time: 1621.7 ms [2020-12-09 00:55:07 main:581] : INFO : Epoch 686 | loss: 0.000116409 | val_loss: 0.000143181 | Time: 1628.44 ms [2020-12-09 00:55:09 main:581] : INFO : Epoch 687 | loss: 0.00011099 | val_loss: 0.000127528 | Time: 1628.67 ms [2020-12-09 00:55:11 main:581] : INFO : Epoch 688 | loss: 0.000108331 | val_loss: 0.000134128 | Time: 1623.97 ms [2020-12-09 00:55:12 main:581] : INFO : Epoch 689 | loss: 0.00011221 | val_loss: 0.000124753 | Time: 1623.97 ms [2020-12-09 00:55:14 main:581] : INFO : Epoch 690 | loss: 0.000104523 | val_loss: 0.000125486 | Time: 1604.88 ms [2020-12-09 00:55:16 main:581] : INFO : Epoch 691 | loss: 0.000110634 | val_loss: 0.00017843 | Time: 1596.49 ms [2020-12-09 00:55:17 main:581] : INFO : Epoch 692 | loss: 0.000131458 | val_loss: 0.00013037 | Time: 1597.05 ms [2020-12-09 00:55:19 main:581] : INFO : Epoch 693 | loss: 0.000106659 | val_loss: 0.000122815 | Time: 1610.03 ms [2020-12-09 00:55:20 main:581] : INFO : Epoch 694 | loss: 0.000102351 | val_loss: 0.000122015 | Time: 1632.57 ms [2020-12-09 00:55:22 main:581] : INFO : Epoch 695 | loss: 0.000103492 | val_loss: 0.000131237 | Time: 1624.7 ms [2020-12-09 00:55:24 main:581] : INFO : Epoch 696 | loss: 0.000145782 | val_loss: 0.000142954 | Time: 1629.33 ms [2020-12-09 00:55:25 main:581] : INFO : Epoch 697 | loss: 0.000115367 | val_loss: 0.000128087 | Time: 1627.73 ms [2020-12-09 00:55:27 main:581] : INFO : Epoch 698 | loss: 0.000104244 | val_loss: 0.000123549 | Time: 1617.37 ms [2020-12-09 00:55:28 main:581] : INFO : Epoch 699 | loss: 0.000102287 | val_loss: 0.000123184 | Time: 1624.91 ms [2020-12-09 00:55:30 main:581] : INFO : Epoch 700 | loss: 0.000106742 | val_loss: 0.000145516 | Time: 1621.08 ms [2020-12-09 00:55:32 main:581] : INFO : Epoch 701 | loss: 0.000119171 | val_loss: 0.000125452 | Time: 1624.81 ms [2020-12-09 00:55:33 main:581] : INFO : Epoch 702 | loss: 0.000104232 | val_loss: 0.000123892 | Time: 1626.02 ms [2020-12-09 00:55:35 main:581] : INFO : Epoch 703 | loss: 0.000102414 | val_loss: 0.000122153 | Time: 1632.34 ms [2020-12-09 00:55:37 main:581] : INFO : Epoch 704 | loss: 0.000103205 | val_loss: 0.000136448 | Time: 1625.15 ms [2020-12-09 00:55:38 main:581] : INFO : Epoch 705 | loss: 0.00013101 | val_loss: 0.000133914 | Time: 1623.96 ms [2020-12-09 00:55:40 main:581] : INFO : Epoch 706 | loss: 0.000109069 | val_loss: 0.000125701 | Time: 1623.35 ms [2020-12-09 00:55:41 main:581] : INFO : Epoch 707 | loss: 0.00010346 | val_loss: 0.000123322 | Time: 1632.91 ms [2020-12-09 00:55:43 main:581] : INFO : Epoch 708 | loss: 0.000118248 | val_loss: 0.000197486 | Time: 1601.52 ms [2020-12-09 00:55:45 main:581] : INFO : Epoch 709 | loss: 0.000123407 | val_loss: 0.000129106 | Time: 1622.7 ms [2020-12-09 00:55:46 main:581] : INFO : Epoch 710 | loss: 0.000106395 | val_loss: 0.000125387 | Time: 1615.56 ms [2020-12-09 00:55:48 main:581] : INFO : Epoch 711 | loss: 0.000103803 | val_loss: 0.000123675 | Time: 1628.21 ms [2020-12-09 00:55:50 main:581] : INFO : Epoch 712 | loss: 0.000117885 | val_loss: 0.000149851 | Time: 1623.01 ms [2020-12-09 00:55:51 main:581] : INFO : Epoch 713 | loss: 0.000115277 | val_loss: 0.000125464 | Time: 1620.18 ms [2020-12-09 00:55:53 main:581] : INFO : Epoch 714 | loss: 0.000103977 | val_loss: 0.000122992 | Time: 1622.29 ms [2020-12-09 00:55:54 main:581] : INFO : Epoch 715 | loss: 0.000101653 | val_loss: 0.000123121 | Time: 1632.18 ms [2020-12-09 00:55:56 main:581] : INFO : Epoch 716 | loss: 0.000116488 | val_loss: 0.0001416 | Time: 1600.39 ms [2020-12-09 00:55:58 main:581] : INFO : Epoch 717 | loss: 0.000111089 | val_loss: 0.000125444 | Time: 1596.77 ms [2020-12-09 00:55:59 main:581] : INFO : Epoch 718 | loss: 0.000103477 | val_loss: 0.000124415 | Time: 1597.25 ms [2020-12-09 00:56:01 main:581] : INFO : Epoch 719 | loss: 0.000112934 | val_loss: 0.000142616 | Time: 1594 ms [2020-12-09 00:56:02 main:581] : INFO : Epoch 720 | loss: 0.000113233 | val_loss: 0.000129958 | Time: 1610.88 ms [2020-12-09 00:56:04 main:581] : INFO : Epoch 721 | loss: 0.000105485 | val_loss: 0.000125406 | Time: 1610.91 ms [2020-12-09 00:56:06 main:581] : INFO : Epoch 722 | loss: 0.000106928 | val_loss: 0.000136112 | Time: 1623.8 ms [2020-12-09 00:56:07 main:581] : INFO : Epoch 723 | loss: 0.000116028 | val_loss: 0.000134853 | Time: 1619.27 ms [2020-12-09 00:56:09 main:581] : INFO : Epoch 724 | loss: 0.000115074 | val_loss: 0.000129969 | Time: 1615.42 ms [2020-12-09 00:56:11 main:581] : INFO : Epoch 725 | loss: 0.000106212 | val_loss: 0.000125191 | Time: 1629.3 ms [2020-12-09 00:56:12 main:581] : INFO : Epoch 726 | loss: 0.000102833 | val_loss: 0.000127134 | Time: 1617.13 ms [2020-12-09 00:56:14 main:581] : INFO : Epoch 727 | loss: 0.00011405 | val_loss: 0.000145241 | Time: 1600.85 ms [2020-12-09 00:56:15 main:581] : INFO : Epoch 728 | loss: 0.000121316 | val_loss: 0.000137056 | Time: 1598.12 ms [2020-12-09 00:56:17 main:581] : INFO : Epoch 729 | loss: 0.00010918 | val_loss: 0.000125474 | Time: 1596.47 ms [2020-12-09 00:56:19 main:581] : INFO : Epoch 730 | loss: 0.000103944 | val_loss: 0.00012549 | Time: 1607.08 ms [2020-12-09 00:56:20 main:581] : INFO : Epoch 731 | loss: 0.000115899 | val_loss: 0.000165847 | Time: 1610.64 ms [2020-12-09 00:56:22 main:581] : INFO : Epoch 732 | loss: 0.000120995 | val_loss: 0.0001381 | Time: 1601.38 ms [2020-12-09 00:56:23 main:581] : INFO : Epoch 733 | loss: 0.000106803 | val_loss: 0.000123717 | Time: 1638.32 ms [2020-12-09 00:56:25 main:581] : INFO : Epoch 734 | loss: 0.000110629 | val_loss: 0.000154353 | Time: 1603.37 ms [2020-12-09 00:56:27 main:581] : INFO : Epoch 735 | loss: 0.000118437 | val_loss: 0.000129457 | Time: 1611.71 ms [2020-12-09 00:56:28 main:581] : INFO : Epoch 736 | loss: 0.000103699 | val_loss: 0.000125301 | Time: 1627.85 ms [2020-12-09 00:56:30 main:581] : INFO : Epoch 737 | loss: 0.000104492 | val_loss: 0.000125015 | Time: 1644.93 ms [2020-12-09 00:56:32 main:581] : INFO : Epoch 738 | loss: 0.000102899 | val_loss: 0.000128573 | Time: 1620.2 ms [2020-12-09 00:56:33 main:581] : INFO : Epoch 739 | loss: 0.000135102 | val_loss: 0.000150481 | Time: 1595.45 ms [2020-12-09 00:56:35 main:581] : INFO : Epoch 740 | loss: 0.000120138 | val_loss: 0.000131464 | Time: 1623.4 ms [2020-12-09 00:56:36 main:581] : INFO : Epoch 741 | loss: 0.000107149 | val_loss: 0.000124473 | Time: 1635.12 ms [2020-12-09 00:56:38 main:581] : INFO : Epoch 742 | loss: 0.000103104 | val_loss: 0.000126007 | Time: 1642.6 ms [2020-12-09 00:56:40 main:581] : INFO : Epoch 743 | loss: 0.00012366 | val_loss: 0.000137747 | Time: 1612.8 ms [2020-12-09 00:56:41 main:581] : INFO : Epoch 744 | loss: 0.000110767 | val_loss: 0.00012508 | Time: 1634.03 ms [2020-12-09 00:56:43 main:581] : INFO : Epoch 745 | loss: 0.000103342 | val_loss: 0.00012681 | Time: 1625.44 ms [2020-12-09 00:56:45 main:581] : INFO : Epoch 746 | loss: 0.000114294 | val_loss: 0.00013153 | Time: 1631.63 ms [2020-12-09 00:56:46 main:581] : INFO : Epoch 747 | loss: 0.000104961 | val_loss: 0.000125746 | Time: 1617.04 ms [2020-12-09 00:56:48 main:581] : INFO : Epoch 748 | loss: 0.000105308 | val_loss: 0.000129203 | Time: 1602.35 ms [2020-12-09 00:56:49 main:581] : INFO : Epoch 749 | loss: 0.000109488 | val_loss: 0.000130849 | Time: 1608.73 ms [2020-12-09 00:56:51 main:581] : INFO : Epoch 750 | loss: 0.000113247 | val_loss: 0.000133488 | Time: 1606.48 ms [2020-12-09 00:56:53 main:581] : INFO : Epoch 751 | loss: 0.000107027 | val_loss: 0.000132346 | Time: 1622.84 ms [2020-12-09 00:56:54 main:581] : INFO : Epoch 752 | loss: 0.000126187 | val_loss: 0.000146861 | Time: 1633.35 ms [2020-12-09 00:56:56 main:581] : INFO : Epoch 753 | loss: 0.000112769 | val_loss: 0.000128429 | Time: 1623.22 ms [2020-12-09 00:56:57 main:581] : INFO : Epoch 754 | loss: 0.000104318 | val_loss: 0.000126196 | Time: 1630.2 ms [2020-12-09 00:56:59 main:581] : INFO : Epoch 755 | loss: 0.000106089 | val_loss: 0.000153717 | Time: 1622.19 ms [2020-12-09 00:57:01 main:581] : INFO : Epoch 756 | loss: 0.00013808 | val_loss: 0.00014061 | Time: 1617.71 ms [2020-12-09 00:57:02 main:581] : INFO : Epoch 757 | loss: 0.000110098 | val_loss: 0.000126261 | Time: 1618.56 ms [2020-12-09 00:57:04 main:581] : INFO : Epoch 758 | loss: 0.000102808 | val_loss: 0.000123832 | Time: 1635.72 ms [2020-12-09 00:57:06 main:581] : INFO : Epoch 759 | loss: 0.000120456 | val_loss: 0.000151418 | Time: 1639 ms [2020-12-09 00:57:07 main:581] : INFO : Epoch 760 | loss: 0.000117067 | val_loss: 0.000135489 | Time: 1642.08 ms [2020-12-09 00:57:09 main:581] : INFO : Epoch 761 | loss: 0.000109838 | val_loss: 0.000125699 | Time: 1632.8 ms [2020-12-09 00:57:11 main:581] : INFO : Epoch 762 | loss: 0.000104059 | val_loss: 0.0001267 | Time: 1640.48 ms [2020-12-09 00:57:12 main:581] : INFO : Epoch 763 | loss: 0.000108533 | val_loss: 0.000131817 | Time: 1633.35 ms [2020-12-09 00:57:14 main:581] : INFO : Epoch 764 | loss: 0.000111173 | val_loss: 0.000142703 | Time: 1638.26 ms [2020-12-09 00:57:15 main:581] : INFO : Epoch 765 | loss: 0.000108215 | val_loss: 0.000129735 | Time: 1623.07 ms [2020-12-09 00:57:17 main:581] : INFO : Epoch 766 | loss: 0.000105311 | val_loss: 0.000125265 | Time: 1632.51 ms [2020-12-09 00:57:19 main:581] : INFO : Epoch 767 | loss: 0.000110968 | val_loss: 0.000138302 | Time: 1622.77 ms [2020-12-09 00:57:20 main:581] : INFO : Epoch 768 | loss: 0.000111104 | val_loss: 0.000131041 | Time: 1627.5 ms [2020-12-09 00:57:22 main:581] : INFO : Epoch 769 | loss: 0.000110058 | val_loss: 0.000131827 | Time: 1625 ms [2020-12-09 00:57:24 main:581] : INFO : Epoch 770 | loss: 0.00010672 | val_loss: 0.000127737 | Time: 1616.3 ms [2020-12-09 00:57:25 main:581] : INFO : Epoch 771 | loss: 0.000122078 | val_loss: 0.000171555 | Time: 1613.49 ms [2020-12-09 00:57:27 main:581] : INFO : Epoch 772 | loss: 0.000122348 | val_loss: 0.000129652 | Time: 1626.92 ms [2020-12-09 00:57:28 main:581] : INFO : Epoch 773 | loss: 0.000104828 | val_loss: 0.0001261 | Time: 1624.4 ms [2020-12-09 00:57:30 main:581] : INFO : Epoch 774 | loss: 0.000111611 | val_loss: 0.000145774 | Time: 1625.31 ms [2020-12-09 00:57:32 main:581] : INFO : Epoch 775 | loss: 0.000121478 | val_loss: 0.000135905 | Time: 1623.35 ms [2020-12-09 00:57:33 main:581] : INFO : Epoch 776 | loss: 0.000106326 | val_loss: 0.00012602 | Time: 1625.98 ms [2020-12-09 00:57:35 main:581] : INFO : Epoch 777 | loss: 0.000104024 | val_loss: 0.000127363 | Time: 1607.06 ms [2020-12-09 00:57:36 main:581] : INFO : Epoch 778 | loss: 0.000120737 | val_loss: 0.000132917 | Time: 1594.39 ms [2020-12-09 00:57:38 main:581] : INFO : Epoch 779 | loss: 0.000108264 | val_loss: 0.00012713 | Time: 1621.31 ms [2020-12-09 00:57:40 main:581] : INFO : Epoch 780 | loss: 0.000106258 | val_loss: 0.00013192 | Time: 1621.24 ms [2020-12-09 00:57:41 main:581] : INFO : Epoch 781 | loss: 0.000112155 | val_loss: 0.000130404 | Time: 1630.17 ms [2020-12-09 00:57:43 main:581] : INFO : Epoch 782 | loss: 0.000108979 | val_loss: 0.000128705 | Time: 1625.59 ms [2020-12-09 00:57:45 main:581] : INFO : Epoch 783 | loss: 0.000106754 | val_loss: 0.000131606 | Time: 1627.79 ms [2020-12-09 00:57:46 main:581] : INFO : Epoch 784 | loss: 0.000111377 | val_loss: 0.000130631 | Time: 1628.28 ms [2020-12-09 00:57:48 main:581] : INFO : Epoch 785 | loss: 0.000127408 | val_loss: 0.000156324 | Time: 1630.97 ms [2020-12-09 00:57:49 main:581] : INFO : Epoch 786 | loss: 0.000115259 | val_loss: 0.000127953 | Time: 1605.78 ms [2020-12-09 00:57:51 main:581] : INFO : Epoch 787 | loss: 0.000103227 | val_loss: 0.000125284 | Time: 1619.27 ms [2020-12-09 00:57:53 main:581] : INFO : Epoch 788 | loss: 0.000116097 | val_loss: 0.00016425 | Time: 1593.95 ms [2020-12-09 00:57:54 main:581] : INFO : Epoch 789 | loss: 0.000119918 | val_loss: 0.000130834 | Time: 1606.77 ms [2020-12-09 00:57:56 main:581] : INFO : Epoch 790 | loss: 0.000106019 | val_loss: 0.000125409 | Time: 1620.26 ms [2020-12-09 00:57:58 main:581] : INFO : Epoch 791 | loss: 0.000103052 | val_loss: 0.000125257 | Time: 1623.65 ms [2020-12-09 00:57:59 main:581] : INFO : Epoch 792 | loss: 0.000128829 | val_loss: 0.00015234 | Time: 1626.38 ms [2020-12-09 00:58:01 main:581] : INFO : Epoch 793 | loss: 0.000115991 | val_loss: 0.000132868 | Time: 1613.12 ms [2020-12-09 00:58:02 main:581] : INFO : Epoch 794 | loss: 0.000104921 | val_loss: 0.000124695 | Time: 1606.52 ms [2020-12-09 00:58:04 main:581] : INFO : Epoch 795 | loss: 0.000102369 | val_loss: 0.000132144 | Time: 1612.1 ms [2020-12-09 00:58:06 main:581] : INFO : Epoch 796 | loss: 0.000133891 | val_loss: 0.000141859 | Time: 1627.98 ms [2020-12-09 00:58:07 main:581] : INFO : Epoch 797 | loss: 0.000112464 | val_loss: 0.000130429 | Time: 1628.84 ms [2020-12-09 00:58:09 main:581] : INFO : Epoch 798 | loss: 0.000104343 | val_loss: 0.000124573 | Time: 1639.08 ms [2020-12-09 00:58:11 main:581] : INFO : Epoch 799 | loss: 0.000101249 | val_loss: 0.000122638 | Time: 1615.25 ms [2020-12-09 00:58:12 main:581] : INFO : Epoch 800 | loss: 0.000102391 | val_loss: 0.000124079 | Time: 1623.82 ms [2020-12-09 00:58:14 main:581] : INFO : Epoch 801 | loss: 0.000112214 | val_loss: 0.000190095 | Time: 1643.97 ms [2020-12-09 00:58:15 main:581] : INFO : Epoch 802 | loss: 0.000145901 | val_loss: 0.000139239 | Time: 1620.1 ms [2020-12-09 00:58:17 main:581] : INFO : Epoch 803 | loss: 0.000110055 | val_loss: 0.000126585 | Time: 1627.12 ms [2020-12-09 00:58:19 main:581] : INFO : Epoch 804 | loss: 0.000101934 | val_loss: 0.000125093 | Time: 1626.94 ms [2020-12-09 00:58:20 main:581] : INFO : Epoch 805 | loss: 0.00010589 | val_loss: 0.000140879 | Time: 1638.08 ms [2020-12-09 00:58:22 main:581] : INFO : Epoch 806 | loss: 0.000118451 | val_loss: 0.000128354 | Time: 1620.74 ms [2020-12-09 00:58:24 main:581] : INFO : Epoch 807 | loss: 0.000102896 | val_loss: 0.000124679 | Time: 1637.85 ms [2020-12-09 00:58:25 main:581] : INFO : Epoch 808 | loss: 0.000101635 | val_loss: 0.000123581 | Time: 1628.16 ms [2020-12-09 00:58:27 main:581] : INFO : Epoch 809 | loss: 0.000111553 | val_loss: 0.000151455 | Time: 1630.81 ms [2020-12-09 00:58:28 main:581] : INFO : Epoch 810 | loss: 0.000119364 | val_loss: 0.00013528 | Time: 1630.51 ms [2020-12-09 00:58:30 main:581] : INFO : Epoch 811 | loss: 0.00010874 | val_loss: 0.000131371 | Time: 1646.13 ms [2020-12-09 00:58:32 main:581] : INFO : Epoch 812 | loss: 0.00010618 | val_loss: 0.000131829 | Time: 1625.77 ms [2020-12-09 00:58:33 main:581] : INFO : Epoch 813 | loss: 0.000111438 | val_loss: 0.00012699 | Time: 1635.93 ms [2020-12-09 00:58:35 main:581] : INFO : Epoch 814 | loss: 0.000106785 | val_loss: 0.000131769 | Time: 1628.58 ms [2020-12-09 00:58:37 main:581] : INFO : Epoch 815 | loss: 0.000114812 | val_loss: 0.000147403 | Time: 1602.18 ms [2020-12-09 00:58:38 main:581] : INFO : Epoch 816 | loss: 0.000114676 | val_loss: 0.000132209 | Time: 1630.8 ms [2020-12-09 00:58:40 main:581] : INFO : Epoch 817 | loss: 0.00010643 | val_loss: 0.000126367 | Time: 1640.58 ms [2020-12-09 00:58:41 main:581] : INFO : Epoch 818 | loss: 0.000103567 | val_loss: 0.000132404 | Time: 1627.68 ms [2020-12-09 00:58:43 main:581] : INFO : Epoch 819 | loss: 0.000126169 | val_loss: 0.000139936 | Time: 1630.98 ms [2020-12-09 00:58:45 main:581] : INFO : Epoch 820 | loss: 0.000111096 | val_loss: 0.000130839 | Time: 1627.22 ms [2020-12-09 00:58:46 main:581] : INFO : Epoch 821 | loss: 0.000116027 | val_loss: 0.000183712 | Time: 1608.26 ms [2020-12-09 00:58:48 main:581] : INFO : Epoch 822 | loss: 0.000132407 | val_loss: 0.000132777 | Time: 1617.85 ms [2020-12-09 00:58:50 main:581] : INFO : Epoch 823 | loss: 0.000106379 | val_loss: 0.000126058 | Time: 1630.33 ms [2020-12-09 00:58:51 main:581] : INFO : Epoch 824 | loss: 0.000103374 | val_loss: 0.000130908 | Time: 1631.88 ms [2020-12-09 00:58:53 main:581] : INFO : Epoch 825 | loss: 0.000116425 | val_loss: 0.000132496 | Time: 1612.7 ms [2020-12-09 00:58:54 main:581] : INFO : Epoch 826 | loss: 0.000108283 | val_loss: 0.000125747 | Time: 1622.08 ms [2020-12-09 00:58:56 main:581] : INFO : Epoch 827 | loss: 0.000103365 | val_loss: 0.000125342 | Time: 1615.3 ms [2020-12-09 00:58:58 main:581] : INFO : Epoch 828 | loss: 0.000113115 | val_loss: 0.000141341 | Time: 1627.37 ms [2020-12-09 00:58:59 main:581] : INFO : Epoch 829 | loss: 0.000111905 | val_loss: 0.000140088 | Time: 1612.77 ms [2020-12-09 00:59:01 main:581] : INFO : Epoch 830 | loss: 0.000114093 | val_loss: 0.000134533 | Time: 1609.96 ms [2020-12-09 00:59:03 main:581] : INFO : Epoch 831 | loss: 0.00010652 | val_loss: 0.000124994 | Time: 1650.23 ms [2020-12-09 00:59:04 main:581] : INFO : Epoch 832 | loss: 0.000119065 | val_loss: 0.000176024 | Time: 1642.57 ms [2020-12-09 00:59:06 main:581] : INFO : Epoch 833 | loss: 0.000118185 | val_loss: 0.00012837 | Time: 1619.88 ms [2020-12-09 00:59:07 main:581] : INFO : Epoch 834 | loss: 0.000107433 | val_loss: 0.000126782 | Time: 1618.47 ms [2020-12-09 00:59:09 main:581] : INFO : Epoch 835 | loss: 0.000103509 | val_loss: 0.00012435 | Time: 1635.76 ms [2020-12-09 00:59:11 main:581] : INFO : Epoch 836 | loss: 0.000120638 | val_loss: 0.000180143 | Time: 1617.37 ms [2020-12-09 00:59:12 main:581] : INFO : Epoch 837 | loss: 0.000124416 | val_loss: 0.000130817 | Time: 1642.09 ms [2020-12-09 00:59:14 main:581] : INFO : Epoch 838 | loss: 0.000105871 | val_loss: 0.000124957 | Time: 1630.32 ms [2020-12-09 00:59:16 main:581] : INFO : Epoch 839 | loss: 0.000102264 | val_loss: 0.000123344 | Time: 1626.19 ms [2020-12-09 00:59:17 main:581] : INFO : Epoch 840 | loss: 0.000109016 | val_loss: 0.000146127 | Time: 1640.04 ms [2020-12-09 00:59:19 main:581] : INFO : Epoch 841 | loss: 0.000114306 | val_loss: 0.000129122 | Time: 1657.07 ms [2020-12-09 00:59:21 main:581] : INFO : Epoch 842 | loss: 0.000102985 | val_loss: 0.00012651 | Time: 1660.51 ms [2020-12-09 00:59:22 main:581] : INFO : Epoch 843 | loss: 0.000108483 | val_loss: 0.000132553 | Time: 1628.35 ms [2020-12-09 00:59:24 main:581] : INFO : Epoch 844 | loss: 0.000109389 | val_loss: 0.000138968 | Time: 1644.63 ms [2020-12-09 00:59:26 main:581] : INFO : Epoch 845 | loss: 0.000117159 | val_loss: 0.000133476 | Time: 1682.13 ms [2020-12-09 00:59:27 main:581] : INFO : Epoch 846 | loss: 0.000105566 | val_loss: 0.000124034 | Time: 1668.3 ms [2020-12-09 00:59:29 main:581] : INFO : Epoch 847 | loss: 0.000120721 | val_loss: 0.000178921 | Time: 1660.54 ms [2020-12-09 00:59:31 main:581] : INFO : Epoch 848 | loss: 0.0001203 | val_loss: 0.000134956 | Time: 1658.02 ms [2020-12-09 00:59:32 main:581] : INFO : Epoch 849 | loss: 0.00010793 | val_loss: 0.000128282 | Time: 1660.08 ms [2020-12-09 00:59:34 main:581] : INFO : Epoch 850 | loss: 0.000116959 | val_loss: 0.000133476 | Time: 1661.31 ms [2020-12-09 00:59:35 main:581] : INFO : Epoch 851 | loss: 0.000110518 | val_loss: 0.000125174 | Time: 1644.48 ms [2020-12-09 00:59:37 main:581] : INFO : Epoch 852 | loss: 0.000104309 | val_loss: 0.000124971 | Time: 1683.64 ms [2020-12-09 00:59:39 main:581] : INFO : Epoch 853 | loss: 0.000102146 | val_loss: 0.000123113 | Time: 1682.99 ms [2020-12-09 00:59:41 main:581] : INFO : Epoch 854 | loss: 0.000105652 | val_loss: 0.00014845 | Time: 1663.35 ms [2020-12-09 00:59:42 main:581] : INFO : Epoch 855 | loss: 0.000126237 | val_loss: 0.00015507 | Time: 1651.46 ms [2020-12-09 00:59:44 main:581] : INFO : Epoch 856 | loss: 0.000116035 | val_loss: 0.000127496 | Time: 1669.55 ms [2020-12-09 00:59:46 main:581] : INFO : Epoch 857 | loss: 0.000102874 | val_loss: 0.000126724 | Time: 1666.57 ms [2020-12-09 00:59:47 main:581] : INFO : Epoch 858 | loss: 0.000112269 | val_loss: 0.000148609 | Time: 1635.29 ms [2020-12-09 00:59:49 main:581] : INFO : Epoch 859 | loss: 0.000116907 | val_loss: 0.000133494 | Time: 1634.43 ms [2020-12-09 00:59:50 main:581] : INFO : Epoch 860 | loss: 0.000105812 | val_loss: 0.000127598 | Time: 1618.81 ms [2020-12-09 00:59:52 main:581] : INFO : Epoch 861 | loss: 0.000117072 | val_loss: 0.000140351 | Time: 1662.49 ms [2020-12-09 00:59:54 main:581] : INFO : Epoch 862 | loss: 0.000108334 | val_loss: 0.000128366 | Time: 1648.74 ms [2020-12-09 00:59:55 main:581] : INFO : Epoch 863 | loss: 0.000106042 | val_loss: 0.000130777 | Time: 1656.67 ms [2020-12-09 00:59:57 main:581] : INFO : Epoch 864 | loss: 0.000111678 | val_loss: 0.00013841 | Time: 1660.7 ms [2020-12-09 00:59:59 main:581] : INFO : Epoch 865 | loss: 0.000111 | val_loss: 0.000138986 | Time: 1656.29 ms [2020-12-09 01:00:00 main:581] : INFO : Epoch 866 | loss: 0.000112 | val_loss: 0.000126654 | Time: 1668.15 ms [2020-12-09 01:00:02 main:581] : INFO : Epoch 867 | loss: 0.000104348 | val_loss: 0.000129134 | Time: 1646.56 ms [2020-12-09 01:00:04 main:581] : INFO : Epoch 868 | loss: 0.00011856 | val_loss: 0.000131326 | Time: 1664.01 ms [2020-12-09 01:00:05 main:581] : INFO : Epoch 869 | loss: 0.0001074 | val_loss: 0.000128421 | Time: 1668.91 ms [2020-12-09 01:00:07 main:581] : INFO : Epoch 870 | loss: 0.000109226 | val_loss: 0.000143178 | Time: 1682.39 ms [2020-12-09 01:00:09 main:581] : INFO : Epoch 871 | loss: 0.000131291 | val_loss: 0.00013403 | Time: 1647.93 ms [2020-12-09 01:00:10 main:581] : INFO : Epoch 872 | loss: 0.000106769 | val_loss: 0.000125577 | Time: 1637.86 ms [2020-12-09 01:00:12 main:581] : INFO : Epoch 873 | loss: 0.00010226 | val_loss: 0.000125929 | Time: 1614.75 ms [2020-12-09 01:00:14 main:581] : INFO : Epoch 874 | loss: 0.000110324 | val_loss: 0.00014377 | Time: 1606.08 ms [2020-12-09 01:00:15 main:581] : INFO : Epoch 875 | loss: 0.000119151 | val_loss: 0.000139447 | Time: 1611.52 ms [2020-12-09 01:00:17 main:581] : INFO : Epoch 876 | loss: 0.000114063 | val_loss: 0.000129618 | Time: 1606.77 ms [2020-12-09 01:00:18 main:581] : INFO : Epoch 877 | loss: 0.000106411 | val_loss: 0.000125011 | Time: 1608.25 ms [2020-12-09 01:00:20 main:581] : INFO : Epoch 878 | loss: 0.000103023 | val_loss: 0.000124783 | Time: 1614.69 ms [2020-12-09 01:00:22 main:581] : INFO : Epoch 879 | loss: 0.000103548 | val_loss: 0.000132366 | Time: 1601.93 ms [2020-12-09 01:00:23 main:581] : INFO : Epoch 880 | loss: 0.000125939 | val_loss: 0.000154259 | Time: 1610.53 ms [2020-12-09 01:00:25 main:581] : INFO : Epoch 881 | loss: 0.000124458 | val_loss: 0.000139333 | Time: 1608.69 ms [2020-12-09 01:00:26 main:581] : INFO : Epoch 882 | loss: 0.000109034 | val_loss: 0.00012729 | Time: 1613.77 ms [2020-12-09 01:00:28 main:581] : INFO : Epoch 883 | loss: 0.000103542 | val_loss: 0.000136574 | Time: 1621.99 ms [2020-12-09 01:00:30 main:581] : INFO : Epoch 884 | loss: 0.000133588 | val_loss: 0.000136891 | Time: 1605.14 ms [2020-12-09 01:00:31 main:581] : INFO : Epoch 885 | loss: 0.000107494 | val_loss: 0.000126324 | Time: 1602.06 ms [2020-12-09 01:00:33 main:581] : INFO : Epoch 886 | loss: 0.000102356 | val_loss: 0.000124907 | Time: 1604.68 ms [2020-12-09 01:00:34 main:581] : INFO : Epoch 887 | loss: 0.000104727 | val_loss: 0.000137077 | Time: 1606.27 ms [2020-12-09 01:00:36 main:581] : INFO : Epoch 888 | loss: 0.000131653 | val_loss: 0.000138903 | Time: 1606.07 ms [2020-12-09 01:00:38 main:581] : INFO : Epoch 889 | loss: 0.000108085 | val_loss: 0.000124852 | Time: 1601.33 ms [2020-12-09 01:00:39 main:581] : INFO : Epoch 890 | loss: 0.000102919 | val_loss: 0.000124672 | Time: 1599.97 ms [2020-12-09 01:00:41 main:581] : INFO : Epoch 891 | loss: 0.000103391 | val_loss: 0.000127086 | Time: 1615.78 ms [2020-12-09 01:00:42 main:581] : INFO : Epoch 892 | loss: 0.000103962 | val_loss: 0.00012626 | Time: 1612.53 ms [2020-12-09 01:00:44 main:581] : INFO : Epoch 893 | loss: 0.000107652 | val_loss: 0.0001423 | Time: 1594.42 ms [2020-12-09 01:00:46 main:581] : INFO : Epoch 894 | loss: 0.000128588 | val_loss: 0.00014261 | Time: 1595.47 ms [2020-12-09 01:00:47 main:581] : INFO : Epoch 895 | loss: 0.000111132 | val_loss: 0.000131883 | Time: 1592.13 ms [2020-12-09 01:00:49 main:581] : INFO : Epoch 896 | loss: 0.000108833 | val_loss: 0.000129765 | Time: 1596.57 ms [2020-12-09 01:00:50 main:581] : INFO : Epoch 897 | loss: 0.000106808 | val_loss: 0.000130654 | Time: 1593.66 ms [2020-12-09 01:00:52 main:581] : INFO : Epoch 898 | loss: 0.000107157 | val_loss: 0.000127539 | Time: 1607.17 ms [2020-12-09 01:00:54 main:581] : INFO : Epoch 899 | loss: 0.000115729 | val_loss: 0.000145438 | Time: 1612.96 ms [2020-12-09 01:00:55 main:581] : INFO : Epoch 900 | loss: 0.000109555 | val_loss: 0.000133025 | Time: 1618.55 ms [2020-12-09 01:00:57 main:581] : INFO : Epoch 901 | loss: 0.000107218 | val_loss: 0.00012649 | Time: 1613.14 ms [2020-12-09 01:00:59 main:581] : INFO : Epoch 902 | loss: 0.000104757 | val_loss: 0.000128473 | Time: 1618.18 ms [2020-12-09 01:01:00 main:581] : INFO : Epoch 903 | loss: 0.000124865 | val_loss: 0.000133361 | Time: 1610.86 ms [2020-12-09 01:01:02 main:581] : INFO : Epoch 904 | loss: 0.000113711 | val_loss: 0.000137925 | Time: 1617.66 ms [2020-12-09 01:01:03 main:581] : INFO : Epoch 905 | loss: 0.000109326 | val_loss: 0.000128398 | Time: 1613.26 ms [2020-12-09 01:01:05 main:581] : INFO : Epoch 906 | loss: 0.000106513 | val_loss: 0.000134039 | Time: 1616.31 ms [2020-12-09 01:01:07 main:581] : INFO : Epoch 907 | loss: 0.000105742 | val_loss: 0.000126931 | Time: 1617.45 ms [2020-12-09 01:01:08 main:581] : INFO : Epoch 908 | loss: 0.000109111 | val_loss: 0.000141754 | Time: 1612.23 ms [2020-12-09 01:01:10 main:581] : INFO : Epoch 909 | loss: 0.000115605 | val_loss: 0.000126907 | Time: 1604.73 ms [2020-12-09 01:01:11 main:581] : INFO : Epoch 910 | loss: 0.000112551 | val_loss: 0.000152552 | Time: 1611.35 ms [2020-12-09 01:01:13 main:581] : INFO : Epoch 911 | loss: 0.00011734 | val_loss: 0.000129663 | Time: 1617.19 ms [2020-12-09 01:01:15 main:581] : INFO : Epoch 912 | loss: 0.000111526 | val_loss: 0.000130724 | Time: 1615.24 ms [2020-12-09 01:01:16 main:581] : INFO : Epoch 913 | loss: 0.000104643 | val_loss: 0.00013028 | Time: 1597.1 ms [2020-12-09 01:01:18 main:581] : INFO : Epoch 914 | loss: 0.000108833 | val_loss: 0.000131602 | Time: 1611.15 ms [2020-12-09 01:01:19 main:581] : INFO : Epoch 915 | loss: 0.000109311 | val_loss: 0.000129718 | Time: 1610.59 ms [2020-12-09 01:01:21 main:581] : INFO : Epoch 916 | loss: 0.000106008 | val_loss: 0.000126925 | Time: 1605.93 ms [2020-12-09 01:01:23 main:581] : INFO : Epoch 917 | loss: 0.00011792 | val_loss: 0.000142631 | Time: 1595.85 ms [2020-12-09 01:01:24 main:581] : INFO : Epoch 918 | loss: 0.000111462 | val_loss: 0.000130138 | Time: 1592.25 ms [2020-12-09 01:01:26 main:581] : INFO : Epoch 919 | loss: 0.000112212 | val_loss: 0.000131522 | Time: 1591.63 ms [2020-12-09 01:01:27 main:581] : INFO : Epoch 920 | loss: 0.000107823 | val_loss: 0.00013419 | Time: 1617.44 ms [2020-12-09 01:01:29 main:581] : INFO : Epoch 921 | loss: 0.000119972 | val_loss: 0.000145287 | Time: 1611.83 ms [2020-12-09 01:01:31 main:581] : INFO : Epoch 922 | loss: 0.000111654 | val_loss: 0.000129817 | Time: 1619.55 ms [2020-12-09 01:01:32 main:581] : INFO : Epoch 923 | loss: 0.000106086 | val_loss: 0.000127928 | Time: 1595.75 ms [2020-12-09 01:01:34 main:581] : INFO : Epoch 924 | loss: 0.000103378 | val_loss: 0.000126019 | Time: 1588.07 ms [2020-12-09 01:01:36 main:581] : INFO : Epoch 925 | loss: 0.000101268 | val_loss: 0.000124966 | Time: 1628.97 ms [2020-12-09 01:01:37 main:581] : INFO : Epoch 926 | loss: 0.000134466 | val_loss: 0.000152826 | Time: 1701.25 ms [2020-12-09 01:01:39 main:581] : INFO : Epoch 927 | loss: 0.0001199 | val_loss: 0.000155108 | Time: 1637.93 ms [2020-12-09 01:01:40 main:581] : INFO : Epoch 928 | loss: 0.000123907 | val_loss: 0.000142203 | Time: 1614.72 ms [2020-12-09 01:01:42 main:581] : INFO : Epoch 929 | loss: 0.000126408 | val_loss: 0.000139375 | Time: 1645.93 ms [2020-12-09 01:01:44 main:581] : INFO : Epoch 930 | loss: 0.000107457 | val_loss: 0.000127013 | Time: 1649.6 ms [2020-12-09 01:01:45 main:581] : INFO : Epoch 931 | loss: 0.000101043 | val_loss: 0.000123399 | Time: 1632.63 ms [2020-12-09 01:01:47 main:581] : INFO : Epoch 932 | loss: 0.000101212 | val_loss: 0.000126992 | Time: 1639.74 ms [2020-12-09 01:01:49 main:581] : INFO : Epoch 933 | loss: 0.000105814 | val_loss: 0.000131389 | Time: 1682.67 ms [2020-12-09 01:01:50 main:581] : INFO : Epoch 934 | loss: 0.000109616 | val_loss: 0.00012891 | Time: 1694.24 ms [2020-12-09 01:01:52 main:581] : INFO : Epoch 935 | loss: 0.000103894 | val_loss: 0.000127643 | Time: 1657.11 ms [2020-12-09 01:01:54 main:581] : INFO : Epoch 936 | loss: 0.000126006 | val_loss: 0.000140754 | Time: 1668.56 ms [2020-12-09 01:01:55 main:581] : INFO : Epoch 937 | loss: 0.000111516 | val_loss: 0.0001299 | Time: 1679.78 ms [2020-12-09 01:01:57 main:581] : INFO : Epoch 938 | loss: 0.000105041 | val_loss: 0.000127938 | Time: 1660.16 ms [2020-12-09 01:01:59 main:581] : INFO : Epoch 939 | loss: 0.000120479 | val_loss: 0.000138021 | Time: 1655.74 ms [2020-12-09 01:02:00 main:581] : INFO : Epoch 940 | loss: 0.000108285 | val_loss: 0.000128552 | Time: 1649.04 ms [2020-12-09 01:02:02 main:581] : INFO : Epoch 941 | loss: 0.000103766 | val_loss: 0.000125715 | Time: 1615.46 ms [2020-12-09 01:02:04 main:581] : INFO : Epoch 942 | loss: 0.00010338 | val_loss: 0.000131945 | Time: 1671.18 ms [2020-12-09 01:02:05 main:581] : INFO : Epoch 943 | loss: 0.000113675 | val_loss: 0.00013438 | Time: 1654.15 ms [2020-12-09 01:02:07 main:581] : INFO : Epoch 944 | loss: 0.0001107 | val_loss: 0.00013352 | Time: 1650.36 ms [2020-12-09 01:02:09 main:581] : INFO : Epoch 945 | loss: 0.000112166 | val_loss: 0.000128576 | Time: 1668.78 ms [2020-12-09 01:02:10 main:581] : INFO : Epoch 946 | loss: 0.000109773 | val_loss: 0.000146313 | Time: 1656.44 ms [2020-12-09 01:02:12 main:581] : INFO : Epoch 947 | loss: 0.000121782 | val_loss: 0.00013726 | Time: 1651.39 ms [2020-12-09 01:02:14 main:581] : INFO : Epoch 948 | loss: 0.0001065 | val_loss: 0.000132389 | Time: 1648.43 ms [2020-12-09 01:02:15 main:581] : INFO : Epoch 949 | loss: 0.000114482 | val_loss: 0.00013523 | Time: 1633.62 ms [2020-12-09 01:02:17 main:581] : INFO : Epoch 950 | loss: 0.000105131 | val_loss: 0.0001268 | Time: 1639.37 ms [2020-12-09 01:02:19 main:581] : INFO : Epoch 951 | loss: 0.000102475 | val_loss: 0.000128456 | Time: 1641.31 ms [2020-12-09 01:02:20 main:581] : INFO : Epoch 952 | loss: 0.000119777 | val_loss: 0.000190233 | Time: 1658.43 ms [2020-12-09 01:02:22 main:581] : INFO : Epoch 953 | loss: 0.000121626 | val_loss: 0.000132156 | Time: 1690.51 ms [2020-12-09 01:02:24 main:581] : INFO : Epoch 954 | loss: 0.00011277 | val_loss: 0.000134121 | Time: 1667.02 ms [2020-12-09 01:02:25 main:581] : INFO : Epoch 955 | loss: 0.000107241 | val_loss: 0.000126831 | Time: 1633.66 ms [2020-12-09 01:02:27 main:581] : INFO : Epoch 956 | loss: 0.000104892 | val_loss: 0.000132777 | Time: 1661.02 ms [2020-12-09 01:02:28 main:581] : INFO : Epoch 957 | loss: 0.000109227 | val_loss: 0.000128202 | Time: 1633.14 ms [2020-12-09 01:02:30 main:581] : INFO : Epoch 958 | loss: 0.000108142 | val_loss: 0.000126815 | Time: 1618.28 ms [2020-12-09 01:02:32 main:581] : INFO : Epoch 959 | loss: 0.000104786 | val_loss: 0.000128434 | Time: 1649.82 ms [2020-12-09 01:02:33 main:581] : INFO : Epoch 960 | loss: 0.000110644 | val_loss: 0.00014639 | Time: 1633.76 ms [2020-12-09 01:02:35 main:581] : INFO : Epoch 961 | loss: 0.00011657 | val_loss: 0.000140421 | Time: 1620.94 ms [2020-12-09 01:02:37 main:581] : INFO : Epoch 962 | loss: 0.0001201 | val_loss: 0.000129344 | Time: 1647.48 ms [2020-12-09 01:02:38 main:581] : INFO : Epoch 963 | loss: 0.000106271 | val_loss: 0.000127389 | Time: 1652.15 ms [2020-12-09 01:02:40 main:581] : INFO : Epoch 964 | loss: 0.00010364 | val_loss: 0.000126709 | Time: 1621.98 ms [2020-12-09 01:02:42 main:581] : INFO : Epoch 965 | loss: 0.000125592 | val_loss: 0.00014215 | Time: 1628.83 ms [2020-12-09 01:02:43 main:581] : INFO : Epoch 966 | loss: 0.00011137 | val_loss: 0.000126542 | Time: 1616.65 ms [2020-12-09 01:02:45 main:581] : INFO : Epoch 967 | loss: 0.000103312 | val_loss: 0.000126396 | Time: 1627.69 ms [2020-12-09 01:02:46 main:581] : INFO : Epoch 968 | loss: 0.000104513 | val_loss: 0.000127781 | Time: 1619.5 ms [2020-12-09 01:02:48 main:581] : INFO : Epoch 969 | loss: 0.000110331 | val_loss: 0.000132812 | Time: 1633.96 ms [2020-12-09 01:02:50 main:581] : INFO : Epoch 970 | loss: 0.000109406 | val_loss: 0.000132492 | Time: 1662.47 ms [2020-12-09 01:02:51 main:581] : INFO : Epoch 971 | loss: 0.000108371 | val_loss: 0.000129997 | Time: 1641.53 ms [2020-12-09 01:02:53 main:581] : INFO : Epoch 972 | loss: 0.000111338 | val_loss: 0.000150664 | Time: 1650.33 ms [2020-12-09 01:02:55 main:581] : INFO : Epoch 973 | loss: 0.00013374 | val_loss: 0.000139157 | Time: 1650.56 ms [2020-12-09 01:02:56 main:581] : INFO : Epoch 974 | loss: 0.000108429 | val_loss: 0.000129002 | Time: 1634.91 ms [2020-12-09 01:02:58 main:581] : INFO : Epoch 975 | loss: 0.000103715 | val_loss: 0.000135994 | Time: 1639.55 ms [2020-12-09 01:03:00 main:581] : INFO : Epoch 976 | loss: 0.000123781 | val_loss: 0.000130383 | Time: 1641.48 ms [2020-12-09 01:03:01 main:581] : INFO : Epoch 977 | loss: 0.000106812 | val_loss: 0.000129004 | Time: 1627.95 ms [2020-12-09 01:03:03 main:581] : INFO : Epoch 978 | loss: 0.000109322 | val_loss: 0.000127873 | Time: 1597.71 ms [2020-12-09 01:03:04 main:581] : INFO : Epoch 979 | loss: 0.000102409 | val_loss: 0.00012453 | Time: 1612.68 ms [2020-12-09 01:03:06 main:581] : INFO : Epoch 980 | loss: 0.000104014 | val_loss: 0.000131927 | Time: 1624.39 ms [2020-12-09 01:03:08 main:581] : INFO : Epoch 981 | loss: 0.000116 | val_loss: 0.000131674 | Time: 1626.07 ms [2020-12-09 01:03:09 main:581] : INFO : Epoch 982 | loss: 0.000108623 | val_loss: 0.000130565 | Time: 1620.13 ms [2020-12-09 01:03:11 main:581] : INFO : Epoch 983 | loss: 0.000104106 | val_loss: 0.000130316 | Time: 1635.85 ms [2020-12-09 01:03:13 main:581] : INFO : Epoch 984 | loss: 0.000113666 | val_loss: 0.000136864 | Time: 1618.31 ms [2020-12-09 01:03:14 main:581] : INFO : Epoch 985 | loss: 0.000111783 | val_loss: 0.000132322 | Time: 1626.68 ms [2020-12-09 01:03:16 main:581] : INFO : Epoch 986 | loss: 0.000107444 | val_loss: 0.000131574 | Time: 1635.15 ms [2020-12-09 01:03:17 main:581] : INFO : Epoch 987 | loss: 0.000109647 | val_loss: 0.000131968 | Time: 1617.74 ms [2020-12-09 01:03:19 main:581] : INFO : Epoch 988 | loss: 0.000120746 | val_loss: 0.000133387 | Time: 1626.56 ms [2020-12-09 01:03:21 main:581] : INFO : Epoch 989 | loss: 0.000107954 | val_loss: 0.000132857 | Time: 1626.58 ms [2020-12-09 01:03:22 main:581] : INFO : Epoch 990 | loss: 0.000119168 | val_loss: 0.000134617 | Time: 1621.64 ms [2020-12-09 01:03:24 main:581] : INFO : Epoch 991 | loss: 0.000110785 | val_loss: 0.000126947 | Time: 1599.68 ms [2020-12-09 01:03:26 main:581] : INFO : Epoch 992 | loss: 0.000104073 | val_loss: 0.000126337 | Time: 1602.55 ms [2020-12-09 01:03:27 main:581] : INFO : Epoch 993 | loss: 0.000119458 | val_loss: 0.000148284 | Time: 1637.15 ms [2020-12-09 01:03:29 main:581] : INFO : Epoch 994 | loss: 0.000116156 | val_loss: 0.000131006 | Time: 1600.79 ms [2020-12-09 01:03:30 main:581] : INFO : Epoch 995 | loss: 0.00010385 | val_loss: 0.000124272 | Time: 1614.6 ms [2020-12-09 01:03:32 main:581] : INFO : Epoch 996 | loss: 0.000102 | val_loss: 0.000125806 | Time: 1621.07 ms [2020-12-09 01:03:34 main:581] : INFO : Epoch 997 | loss: 0.000116972 | val_loss: 0.000164718 | Time: 1639.85 ms [2020-12-09 01:03:35 main:581] : INFO : Epoch 998 | loss: 0.000116889 | val_loss: 0.000131594 | Time: 1643.3 ms [2020-12-09 01:03:37 main:581] : INFO : Epoch 999 | loss: 0.000106766 | val_loss: 0.000133425 | Time: 1662.28 ms [2020-12-09 01:03:39 main:581] : INFO : Epoch 1000 | loss: 0.00013452 | val_loss: 0.00013518 | Time: 1657.38 ms [2020-12-09 01:03:40 main:581] : INFO : Epoch 1001 | loss: 0.000112187 | val_loss: 0.000131209 | Time: 1673.13 ms [2020-12-09 01:03:42 main:581] : INFO : Epoch 1002 | loss: 0.000104559 | val_loss: 0.000129895 | Time: 1662.93 ms [2020-12-09 01:03:44 main:581] : INFO : Epoch 1003 | loss: 0.000107699 | val_loss: 0.000125091 | Time: 1652.21 ms [2020-12-09 01:03:45 main:581] : INFO : Epoch 1004 | loss: 0.000108817 | val_loss: 0.00014013 | Time: 1650.53 ms [2020-12-09 01:03:47 main:581] : INFO : Epoch 1005 | loss: 0.000110642 | val_loss: 0.000129576 | Time: 1647.1 ms [2020-12-09 01:03:49 main:581] : INFO : Epoch 1006 | loss: 0.000103916 | val_loss: 0.000126021 | Time: 1636.03 ms [2020-12-09 01:03:50 main:581] : INFO : Epoch 1007 | loss: 0.000102232 | val_loss: 0.000125566 | Time: 1646.33 ms [2020-12-09 01:03:52 main:581] : INFO : Epoch 1008 | loss: 0.000114533 | val_loss: 0.000147639 | Time: 1649.7 ms [2020-12-09 01:03:53 main:581] : INFO : Epoch 1009 | loss: 0.00011183 | val_loss: 0.000131982 | Time: 1624.07 ms [2020-12-09 01:03:55 main:581] : INFO : Epoch 1010 | loss: 0.000105774 | val_loss: 0.000124806 | Time: 1637.87 ms [2020-12-09 01:03:57 main:581] : INFO : Epoch 1011 | loss: 0.00010467 | val_loss: 0.000134471 | Time: 1657.41 ms [2020-12-09 01:03:58 main:581] : INFO : Epoch 1012 | loss: 0.000116035 | val_loss: 0.000143711 | Time: 1663.43 ms [2020-12-09 01:04:00 main:581] : INFO : Epoch 1013 | loss: 0.000112542 | val_loss: 0.000132825 | Time: 1673.71 ms [2020-12-09 01:04:02 main:581] : INFO : Epoch 1014 | loss: 0.000113617 | val_loss: 0.000145871 | Time: 1651.16 ms [2020-12-09 01:04:03 main:581] : INFO : Epoch 1015 | loss: 0.00011382 | val_loss: 0.00013109 | Time: 1628.22 ms [2020-12-09 01:04:05 main:581] : INFO : Epoch 1016 | loss: 0.000106423 | val_loss: 0.000125206 | Time: 1658.8 ms [2020-12-09 01:04:07 main:581] : INFO : Epoch 1017 | loss: 0.000103228 | val_loss: 0.000126072 | Time: 1661.23 ms [2020-12-09 01:04:08 main:581] : INFO : Epoch 1018 | loss: 0.000111233 | val_loss: 0.000138725 | Time: 1650.78 ms [2020-12-09 01:04:10 main:581] : INFO : Epoch 1019 | loss: 0.000113789 | val_loss: 0.000153738 | Time: 1640.31 ms [2020-12-09 01:04:12 main:581] : INFO : Epoch 1020 | loss: 0.000130835 | val_loss: 0.000140742 | Time: 1658.07 ms [2020-12-09 01:04:13 main:581] : INFO : Epoch 1021 | loss: 0.000121708 | val_loss: 0.00014223 | Time: 1640.36 ms [2020-12-09 01:04:15 main:581] : INFO : Epoch 1022 | loss: 0.000115997 | val_loss: 0.00013837 | Time: 1639.84 ms [2020-12-09 01:04:17 main:581] : INFO : Epoch 1023 | loss: 0.000111519 | val_loss: 0.000132078 | Time: 1664.27 ms [2020-12-09 01:04:18 main:581] : INFO : Epoch 1024 | loss: 0.000111448 | val_loss: 0.000135466 | Time: 1645.31 ms [2020-12-09 01:04:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000135466 [2020-12-09 01:04:18 main:610] : INFO : Saving end state to config to file [2020-12-09 01:04:18 main:615] : INFO : Success, exiting.. 01:04:18 (1418266): 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)