Task 3163137
| Name | EightBitModified-1605455517-30935-3_0 |
| Workunit | 1462265 |
| Created | 2 Dec 2020, 21:40:35 UTC |
| Sent | 4 Dec 2020, 7:04:26 UTC |
| Report deadline | 11 Dec 2020, 7:04:26 UTC |
| Received | 4 Dec 2020, 16:50:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 50 sec |
| CPU time | 27 min 46 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> -12-04 10:35:28 main:581] : INFO : Epoch 526 | loss: 0.000104366 | val_loss: 0.000124344 | Time: 1624.7 ms [2020-12-04 10:35:30 main:581] : INFO : Epoch 527 | loss: 0.00010272 | val_loss: 0.000124819 | Time: 1625.68 ms [2020-12-04 10:35:31 main:581] : INFO : Epoch 528 | loss: 0.000118791 | val_loss: 0.000154546 | Time: 1627.75 ms [2020-12-04 10:35:33 main:581] : INFO : Epoch 529 | loss: 0.000117227 | val_loss: 0.000140606 | Time: 1632.88 ms [2020-12-04 10:35:35 main:581] : INFO : Epoch 530 | loss: 0.000108447 | val_loss: 0.000125861 | Time: 1633.31 ms [2020-12-04 10:35:36 main:581] : INFO : Epoch 531 | loss: 0.000104879 | val_loss: 0.000125006 | Time: 1623.58 ms [2020-12-04 10:35:38 main:581] : INFO : Epoch 532 | loss: 0.000114309 | val_loss: 0.000155317 | Time: 1607.45 ms [2020-12-04 10:35:40 main:581] : INFO : Epoch 533 | loss: 0.000119103 | val_loss: 0.00013518 | Time: 1622.24 ms [2020-12-04 10:35:41 main:581] : INFO : Epoch 534 | loss: 0.000109264 | val_loss: 0.00012658 | Time: 1601 ms [2020-12-04 10:35:43 main:581] : INFO : Epoch 535 | loss: 0.00010442 | val_loss: 0.000126142 | Time: 1633.29 ms [2020-12-04 10:35:44 main:581] : INFO : Epoch 536 | loss: 0.000115704 | val_loss: 0.000177554 | Time: 1608.79 ms [2020-12-04 10:35:46 main:581] : INFO : Epoch 537 | loss: 0.000138136 | val_loss: 0.000149445 | Time: 1604 ms [2020-12-04 10:35:48 main:581] : INFO : Epoch 538 | loss: 0.000113046 | val_loss: 0.000130936 | Time: 1607.17 ms [2020-12-04 10:35:49 main:581] : INFO : Epoch 539 | loss: 0.000104426 | val_loss: 0.000124213 | Time: 1603.55 ms [2020-12-04 10:35:51 main:581] : INFO : Epoch 540 | loss: 0.000119191 | val_loss: 0.000160244 | Time: 1610.14 ms [2020-12-04 10:35:52 main:581] : INFO : Epoch 541 | loss: 0.000113017 | val_loss: 0.000128605 | Time: 1610.67 ms [2020-12-04 10:35:54 main:581] : INFO : Epoch 542 | loss: 0.000104904 | val_loss: 0.000133931 | Time: 1614.11 ms [2020-12-04 10:35:56 main:581] : INFO : Epoch 543 | loss: 0.000140328 | val_loss: 0.000149965 | Time: 1613.24 ms [2020-12-04 10:35:57 main:581] : INFO : Epoch 544 | loss: 0.000115132 | val_loss: 0.000129553 | Time: 1611.93 ms [2020-12-04 10:35:59 main:581] : INFO : Epoch 545 | loss: 0.000105338 | val_loss: 0.000126019 | Time: 1611.11 ms [2020-12-04 10:36:00 main:581] : INFO : Epoch 546 | loss: 0.00010278 | val_loss: 0.00012483 | Time: 1607.31 ms [2020-12-04 10:36:02 main:581] : INFO : Epoch 547 | loss: 0.000118629 | val_loss: 0.000146664 | Time: 1622.17 ms [2020-12-04 10:36:04 main:581] : INFO : Epoch 548 | loss: 0.000113818 | val_loss: 0.000126534 | Time: 1616.58 ms [2020-12-04 10:36:05 main:581] : INFO : Epoch 549 | loss: 0.000104367 | val_loss: 0.000124612 | Time: 1602.46 ms [2020-12-04 10:36:07 main:581] : INFO : Epoch 550 | loss: 0.000113739 | val_loss: 0.000152758 | Time: 1605.27 ms [2020-12-04 10:36:09 main:581] : INFO : Epoch 551 | loss: 0.00012169 | val_loss: 0.000135919 | Time: 1614.28 ms [2020-12-04 10:36:10 main:581] : INFO : Epoch 552 | loss: 0.00010927 | val_loss: 0.000125646 | Time: 1604.01 ms [2020-12-04 10:36:12 main:581] : INFO : Epoch 553 | loss: 0.000102773 | val_loss: 0.000124616 | Time: 1604.14 ms [2020-12-04 10:36:13 main:581] : INFO : Epoch 554 | loss: 0.0001155 | val_loss: 0.000159373 | Time: 1609.23 ms [2020-12-04 10:36:15 main:581] : INFO : Epoch 555 | loss: 0.000124279 | val_loss: 0.000135208 | Time: 1610 ms [2020-12-04 10:36:17 main:581] : INFO : Epoch 556 | loss: 0.000105784 | val_loss: 0.000125735 | Time: 1617.73 ms [2020-12-04 10:36:18 main:581] : INFO : Epoch 557 | loss: 0.000103141 | val_loss: 0.000125434 | Time: 1600.46 ms [2020-12-04 10:36:20 main:581] : INFO : Epoch 558 | loss: 0.000123865 | val_loss: 0.000141221 | Time: 1605.16 ms [2020-12-04 10:36:21 main:581] : INFO : Epoch 559 | loss: 0.000114044 | val_loss: 0.000130157 | Time: 1605.05 ms [2020-12-04 10:36:23 main:581] : INFO : Epoch 560 | loss: 0.000108249 | val_loss: 0.00014049 | Time: 1611.21 ms [2020-12-04 10:36:25 main:581] : INFO : Epoch 561 | loss: 0.00012226 | val_loss: 0.000137966 | Time: 1620.44 ms [2020-12-04 10:36:26 main:581] : INFO : Epoch 562 | loss: 0.000109704 | val_loss: 0.000125596 | Time: 1633.9 ms [2020-12-04 10:36:28 main:581] : INFO : Epoch 563 | loss: 0.000105614 | val_loss: 0.000133763 | Time: 1646.68 ms [2020-12-04 10:36:30 main:581] : INFO : Epoch 564 | loss: 0.000135492 | val_loss: 0.000139685 | Time: 1634.42 ms [2020-12-04 10:36:31 main:581] : INFO : Epoch 565 | loss: 0.000111249 | val_loss: 0.00013214 | Time: 1625.34 ms [2020-12-04 10:36:33 main:581] : INFO : Epoch 566 | loss: 0.0001146 | val_loss: 0.000139842 | Time: 1644.43 ms [2020-12-04 10:36:34 main:581] : INFO : Epoch 567 | loss: 0.000111843 | val_loss: 0.000128562 | Time: 1623.39 ms [2020-12-04 10:36:36 main:581] : INFO : Epoch 568 | loss: 0.000106145 | val_loss: 0.000126137 | Time: 1623.12 ms [2020-12-04 10:36:38 main:581] : INFO : Epoch 569 | loss: 0.000108175 | val_loss: 0.000137073 | Time: 1630.41 ms [2020-12-04 10:36:39 main:581] : INFO : Epoch 570 | loss: 0.000119668 | val_loss: 0.000138971 | Time: 1631.38 ms [2020-12-04 10:36:41 main:581] : INFO : Epoch 571 | loss: 0.000113368 | val_loss: 0.000140083 | Time: 1635.68 ms [2020-12-04 10:36:43 main:581] : INFO : Epoch 572 | loss: 0.000118261 | val_loss: 0.000131628 | Time: 1628.11 ms [2020-12-04 10:36:44 main:581] : INFO : Epoch 573 | loss: 0.000106958 | val_loss: 0.000130452 | Time: 1637.87 ms [2020-12-04 10:36:46 main:581] : INFO : Epoch 574 | loss: 0.00010564 | val_loss: 0.000124916 | Time: 1636.81 ms [2020-12-04 10:36:47 main:581] : INFO : Epoch 575 | loss: 0.000120247 | val_loss: 0.000136509 | Time: 1639.24 ms [2020-12-04 10:36:49 main:581] : INFO : Epoch 576 | loss: 0.000115889 | val_loss: 0.00014489 | Time: 1627.23 ms [2020-12-04 10:36:51 main:581] : INFO : Epoch 577 | loss: 0.000116746 | val_loss: 0.000135327 | Time: 1620.11 ms [2020-12-04 10:36:52 main:581] : INFO : Epoch 578 | loss: 0.000116271 | val_loss: 0.00012668 | Time: 1632.7 ms [2020-12-04 10:36:54 main:581] : INFO : Epoch 579 | loss: 0.000104684 | val_loss: 0.000126137 | Time: 1647.28 ms [2020-12-04 10:36:56 main:581] : INFO : Epoch 580 | loss: 0.000111737 | val_loss: 0.000145053 | Time: 1639.15 ms [2020-12-04 10:36:57 main:581] : INFO : Epoch 581 | loss: 0.000115356 | val_loss: 0.000128306 | Time: 1611.53 ms [2020-12-04 10:36:59 main:581] : INFO : Epoch 582 | loss: 0.000104931 | val_loss: 0.000126783 | Time: 1623.72 ms [2020-12-04 10:37:01 main:581] : INFO : Epoch 583 | loss: 0.000128235 | val_loss: 0.000191688 | Time: 1635.84 ms [2020-12-04 10:37:02 main:581] : INFO : Epoch 584 | loss: 0.000139522 | val_loss: 0.000146314 | Time: 1620.72 ms [2020-12-04 10:37:04 main:581] : INFO : Epoch 585 | loss: 0.000112134 | val_loss: 0.000128197 | Time: 1638.41 ms [2020-12-04 10:37:05 main:581] : INFO : Epoch 586 | loss: 0.000104645 | val_loss: 0.000132968 | Time: 1619.49 ms [2020-12-04 10:37:07 main:581] : INFO : Epoch 587 | loss: 0.000110542 | val_loss: 0.000133919 | Time: 1623.05 ms [2020-12-04 10:37:09 main:581] : INFO : Epoch 588 | loss: 0.00010846 | val_loss: 0.000131537 | Time: 1632.77 ms [2020-12-04 10:37:10 main:581] : INFO : Epoch 589 | loss: 0.000108968 | val_loss: 0.000133722 | Time: 1628.37 ms [2020-12-04 10:37:12 main:581] : INFO : Epoch 590 | loss: 0.000124567 | val_loss: 0.000141769 | Time: 1629.62 ms [2020-12-04 10:37:14 main:581] : INFO : Epoch 591 | loss: 0.000112031 | val_loss: 0.000132821 | Time: 1641.2 ms [2020-12-04 10:37:15 main:581] : INFO : Epoch 592 | loss: 0.000111043 | val_loss: 0.000130408 | Time: 1633.57 ms [2020-12-04 10:37:17 main:581] : INFO : Epoch 593 | loss: 0.000108213 | val_loss: 0.000127522 | Time: 1624.39 ms [2020-12-04 10:37:18 main:581] : INFO : Epoch 594 | loss: 0.000121512 | val_loss: 0.00014383 | Time: 1629.15 ms [2020-12-04 10:37:20 main:581] : INFO : Epoch 595 | loss: 0.000112117 | val_loss: 0.000128382 | Time: 1620.62 ms [2020-12-04 10:37:22 main:581] : INFO : Epoch 596 | loss: 0.000103441 | val_loss: 0.000124418 | Time: 1623.02 ms [2020-12-04 10:37:23 main:581] : INFO : Epoch 597 | loss: 0.000105475 | val_loss: 0.000146647 | Time: 1631.64 ms [2020-12-04 10:37:25 main:581] : INFO : Epoch 598 | loss: 0.000160323 | val_loss: 0.000157567 | Time: 1640.76 ms [2020-12-04 10:37:27 main:581] : INFO : Epoch 599 | loss: 0.000126634 | val_loss: 0.0001398 | Time: 1613.17 ms [2020-12-04 10:37:28 main:581] : INFO : Epoch 600 | loss: 0.000113118 | val_loss: 0.00013921 | Time: 1632.52 ms [2020-12-04 10:37:30 main:581] : INFO : Epoch 601 | loss: 0.000111337 | val_loss: 0.000132202 | Time: 1605.13 ms [2020-12-04 10:37:31 main:581] : INFO : Epoch 602 | loss: 0.0001052 | val_loss: 0.000123513 | Time: 1646.53 ms [2020-12-04 10:37:33 main:581] : INFO : Epoch 603 | loss: 0.000101606 | val_loss: 0.000125471 | Time: 1648.77 ms [2020-12-04 10:37:35 main:581] : INFO : Epoch 604 | loss: 0.000114011 | val_loss: 0.000147668 | Time: 1634.95 ms [2020-12-04 10:37:36 main:581] : INFO : Epoch 605 | loss: 0.00011994 | val_loss: 0.000131644 | Time: 1642.44 ms [2020-12-04 10:37:38 main:581] : INFO : Epoch 606 | loss: 0.000104826 | val_loss: 0.000124682 | Time: 1633.15 ms [2020-12-04 10:37:40 main:581] : INFO : Epoch 607 | loss: 0.000102961 | val_loss: 0.000124085 | Time: 1633.79 ms [2020-12-04 10:37:41 main:581] : INFO : Epoch 608 | loss: 0.000108895 | val_loss: 0.000155081 | Time: 1642.66 ms [2020-12-04 10:37:43 main:581] : INFO : Epoch 609 | loss: 0.000123534 | val_loss: 0.000129065 | Time: 1631.58 ms [2020-12-04 10:37:45 main:581] : INFO : Epoch 610 | loss: 0.000107867 | val_loss: 0.000129986 | Time: 1650.35 ms [2020-12-04 10:37:46 main:581] : INFO : Epoch 611 | loss: 0.000114714 | val_loss: 0.00015338 | Time: 1618.94 ms [2020-12-04 10:37:48 main:581] : INFO : Epoch 612 | loss: 0.000112314 | val_loss: 0.000131258 | Time: 1653.86 ms [2020-12-04 10:37:49 main:581] : INFO : Epoch 613 | loss: 0.000106133 | val_loss: 0.000128366 | Time: 1626.05 ms [2020-12-04 10:37:51 main:581] : INFO : Epoch 614 | loss: 0.000120303 | val_loss: 0.000163262 | Time: 1623.96 ms [2020-12-04 10:37:53 main:581] : INFO : Epoch 615 | loss: 0.000114548 | val_loss: 0.000130465 | Time: 1621.42 ms [2020-12-04 10:37:54 main:581] : INFO : Epoch 616 | loss: 0.000106276 | val_loss: 0.000125399 | Time: 1621.43 ms [2020-12-04 10:37:56 main:581] : INFO : Epoch 617 | loss: 0.000107463 | val_loss: 0.000155659 | Time: 1641.48 ms [2020-12-04 10:37:58 main:581] : INFO : Epoch 618 | loss: 0.000124121 | val_loss: 0.000137222 | Time: 1614.54 ms [2020-12-04 10:37:59 main:581] : INFO : Epoch 619 | loss: 0.000113586 | val_loss: 0.000133813 | Time: 1616.04 ms [2020-12-04 10:38:01 main:581] : INFO : Epoch 620 | loss: 0.00012925 | val_loss: 0.000144006 | Time: 1633.1 ms [2020-12-04 10:38:02 main:581] : INFO : Epoch 621 | loss: 0.00011617 | val_loss: 0.000129361 | Time: 1628.47 ms [2020-12-04 10:38:04 main:581] : INFO : Epoch 622 | loss: 0.000105232 | val_loss: 0.000125358 | Time: 1628.11 ms [2020-12-04 10:38:06 main:581] : INFO : Epoch 623 | loss: 0.000104134 | val_loss: 0.000133157 | Time: 1676.29 ms [2020-12-04 10:38:07 main:581] : INFO : Epoch 624 | loss: 0.000113913 | val_loss: 0.000129015 | Time: 1629.58 ms [2020-12-04 10:38:09 main:581] : INFO : Epoch 625 | loss: 0.000122372 | val_loss: 0.00013492 | Time: 1623.38 ms [2020-12-04 10:38:11 main:581] : INFO : Epoch 626 | loss: 0.000108623 | val_loss: 0.000127806 | Time: 1603.48 ms [2020-12-04 10:38:12 main:581] : INFO : Epoch 627 | loss: 0.000121662 | val_loss: 0.000136856 | Time: 1618.84 ms [2020-12-04 10:38:14 main:581] : INFO : Epoch 628 | loss: 0.000110151 | val_loss: 0.000130039 | Time: 1624.05 ms [2020-12-04 10:38:15 main:581] : INFO : Epoch 629 | loss: 0.000110859 | val_loss: 0.000135368 | Time: 1608.59 ms [2020-12-04 10:38:17 main:581] : INFO : Epoch 630 | loss: 0.000107578 | val_loss: 0.000130997 | Time: 1613.83 ms [2020-12-04 10:38:19 main:581] : INFO : Epoch 631 | loss: 0.000110538 | val_loss: 0.000134842 | Time: 1599.69 ms [2020-12-04 10:38:20 main:581] : INFO : Epoch 632 | loss: 0.000114841 | val_loss: 0.000140775 | Time: 1615.83 ms [2020-12-04 10:38:22 main:581] : INFO : Epoch 633 | loss: 0.000115954 | val_loss: 0.000135073 | Time: 1619.89 ms [2020-12-04 10:38:24 main:581] : INFO : Epoch 634 | loss: 0.000108667 | val_loss: 0.000126178 | Time: 1601.48 ms [2020-12-04 10:38:25 main:581] : INFO : Epoch 635 | loss: 0.000105875 | val_loss: 0.00013917 | Time: 1606.86 ms [2020-12-04 10:38:27 main:581] : INFO : Epoch 636 | loss: 0.000132938 | val_loss: 0.000152036 | Time: 1609.28 ms [2020-12-04 10:38:28 main:581] : INFO : Epoch 637 | loss: 0.000120309 | val_loss: 0.000135607 | Time: 1603.73 ms [2020-12-04 10:38:30 main:581] : INFO : Epoch 638 | loss: 0.000108019 | val_loss: 0.000129619 | Time: 1600.9 ms [2020-12-04 10:38:32 main:581] : INFO : Epoch 639 | loss: 0.000107028 | val_loss: 0.000129559 | Time: 1620.74 ms [2020-12-04 10:38:33 main:581] : INFO : Epoch 640 | loss: 0.000118608 | val_loss: 0.000148655 | Time: 1601.62 ms [2020-12-04 10:38:35 main:581] : INFO : Epoch 641 | loss: 0.000110976 | val_loss: 0.000129125 | Time: 1622.42 ms [2020-12-04 10:38:36 main:581] : INFO : Epoch 642 | loss: 0.000108217 | val_loss: 0.000130968 | Time: 1631.71 ms [2020-12-04 10:38:38 main:581] : INFO : Epoch 643 | loss: 0.000119558 | val_loss: 0.000135868 | Time: 1628.6 ms [2020-12-04 10:38:40 main:581] : INFO : Epoch 644 | loss: 0.000111968 | val_loss: 0.000136552 | Time: 1633.82 ms [2020-12-04 10:38:41 main:581] : INFO : Epoch 645 | loss: 0.000111741 | val_loss: 0.000126445 | Time: 1663.49 ms [2020-12-04 10:38:43 main:581] : INFO : Epoch 646 | loss: 0.00010361 | val_loss: 0.000129545 | Time: 1635.66 ms [2020-12-04 10:38:45 main:581] : INFO : Epoch 647 | loss: 0.00013383 | val_loss: 0.000146863 | Time: 1625.24 ms [2020-12-04 10:38:46 main:581] : INFO : Epoch 648 | loss: 0.000122214 | val_loss: 0.000134243 | Time: 1609.84 ms [2020-12-04 10:38:48 main:581] : INFO : Epoch 649 | loss: 0.000111603 | val_loss: 0.000125983 | Time: 1606.58 ms [2020-12-04 10:38:49 main:581] : INFO : Epoch 650 | loss: 0.000103514 | val_loss: 0.000128727 | Time: 1618.67 ms [2020-12-04 10:38:51 main:581] : INFO : Epoch 651 | loss: 0.000106682 | val_loss: 0.000131382 | Time: 1635.53 ms [2020-12-04 10:38:53 main:581] : INFO : Epoch 652 | loss: 0.000119836 | val_loss: 0.000139473 | Time: 1649.89 ms [2020-12-04 10:38:54 main:581] : INFO : Epoch 653 | loss: 0.000113156 | val_loss: 0.000135127 | Time: 1635.07 ms [2020-12-04 10:38:56 main:581] : INFO : Epoch 654 | loss: 0.000108999 | val_loss: 0.000125094 | Time: 1630.68 ms [2020-12-04 10:38:58 main:581] : INFO : Epoch 655 | loss: 0.000106023 | val_loss: 0.000125883 | Time: 1632.19 ms [2020-12-04 10:38:59 main:581] : INFO : Epoch 656 | loss: 0.000105346 | val_loss: 0.000148116 | Time: 1610.29 ms [2020-12-04 10:39:01 main:581] : INFO : Epoch 657 | loss: 0.000154736 | val_loss: 0.000159469 | Time: 1615.66 ms [2020-12-04 10:39:02 main:581] : INFO : Epoch 658 | loss: 0.000121505 | val_loss: 0.000140834 | Time: 1622.32 ms [2020-12-04 10:39:04 main:581] : INFO : Epoch 659 | loss: 0.000113585 | val_loss: 0.00015159 | Time: 1606.74 ms [2020-12-04 10:39:06 main:581] : INFO : Epoch 660 | loss: 0.000530904 | val_loss: 0.0102705 | Time: 1610.95 ms [2020-12-04 10:39:07 main:581] : INFO : Epoch 661 | loss: 0.00601004 | val_loss: 0.00364582 | Time: 1604 ms [2020-12-04 10:39:09 main:581] : INFO : Epoch 662 | loss: 0.0019646 | val_loss: 0.000822509 | Time: 1616.57 ms [2020-12-04 10:39:11 main:581] : INFO : Epoch 663 | loss: 0.000490972 | val_loss: 0.000281939 | Time: 1613.06 ms [2020-12-04 10:39:12 main:581] : INFO : Epoch 664 | loss: 0.00021932 | val_loss: 0.000194835 | Time: 1602.95 ms [2020-12-04 10:39:14 main:581] : INFO : Epoch 665 | loss: 0.000159641 | val_loss: 0.000165957 | Time: 1619.29 ms [2020-12-04 10:39:15 main:581] : INFO : Epoch 666 | loss: 0.00014313 | val_loss: 0.000157409 | Time: 1603.21 ms [2020-12-04 10:39:17 main:581] : INFO : Epoch 667 | loss: 0.000137022 | val_loss: 0.000152837 | Time: 1604.4 ms [2020-12-04 10:39:19 main:581] : INFO : Epoch 668 | loss: 0.000133165 | val_loss: 0.000150005 | Time: 1611.99 ms [2020-12-04 10:39:20 main:581] : INFO : Epoch 669 | loss: 0.00013047 | val_loss: 0.00014781 | Time: 1628.84 ms [2020-12-04 10:39:22 main:581] : INFO : Epoch 670 | loss: 0.000128209 | val_loss: 0.000145722 | Time: 1624.93 ms [2020-12-04 10:39:23 main:581] : INFO : Epoch 671 | loss: 0.000126605 | val_loss: 0.000144272 | Time: 1623.95 ms [2020-12-04 10:39:25 main:581] : INFO : Epoch 672 | loss: 0.000125214 | val_loss: 0.000142942 | Time: 1608.99 ms [2020-12-04 10:39:27 main:581] : INFO : Epoch 673 | loss: 0.000124088 | val_loss: 0.000142292 | Time: 1603.49 ms [2020-12-04 10:39:28 main:581] : INFO : Epoch 674 | loss: 0.000123822 | val_loss: 0.00014201 | Time: 1602.08 ms [2020-12-04 10:39:30 main:581] : INFO : Epoch 675 | loss: 0.000122516 | val_loss: 0.000141276 | Time: 1610.77 ms [2020-12-04 10:39:32 main:581] : INFO : Epoch 676 | loss: 0.000122735 | val_loss: 0.000140285 | Time: 1611 ms [2020-12-04 10:39:33 main:581] : INFO : Epoch 677 | loss: 0.000121367 | val_loss: 0.000139724 | Time: 1619.59 ms [2020-12-04 10:39:35 main:581] : INFO : Epoch 678 | loss: 0.000120667 | val_loss: 0.000141873 | Time: 1622.06 ms [2020-12-04 10:39:36 main:581] : INFO : Epoch 679 | loss: 0.000122115 | val_loss: 0.00013721 | Time: 1601.42 ms [2020-12-04 10:39:38 main:581] : INFO : Epoch 680 | loss: 0.000118527 | val_loss: 0.000136751 | Time: 1597.39 ms [2020-12-04 10:39:40 main:581] : INFO : Epoch 681 | loss: 0.000119586 | val_loss: 0.000141921 | Time: 1597.01 ms [2020-12-04 10:39:41 main:581] : INFO : Epoch 682 | loss: 0.000122087 | val_loss: 0.00013762 | Time: 1601.77 ms [2020-12-04 10:39:43 main:581] : INFO : Epoch 683 | loss: 0.000114838 | val_loss: 0.000128765 | Time: 1598.35 ms [2020-12-04 10:39:44 main:581] : INFO : Epoch 684 | loss: 0.000111019 | val_loss: 0.000128086 | Time: 1599.74 ms [2020-12-04 10:39:46 main:581] : INFO : Epoch 685 | loss: 0.000110661 | val_loss: 0.000131435 | Time: 1599.97 ms [2020-12-04 10:39:48 main:581] : INFO : Epoch 686 | loss: 0.00011885 | val_loss: 0.000127049 | Time: 1601.71 ms [2020-12-04 10:39:49 main:581] : INFO : Epoch 687 | loss: 0.000109718 | val_loss: 0.000125828 | Time: 1628.81 ms [2020-12-04 10:39:51 main:581] : INFO : Epoch 688 | loss: 0.000108619 | val_loss: 0.00012621 | Time: 1636.54 ms [2020-12-04 10:39:52 main:581] : INFO : Epoch 689 | loss: 0.000109046 | val_loss: 0.000126194 | Time: 1627.87 ms [2020-12-04 10:39:54 main:581] : INFO : Epoch 690 | loss: 0.000108392 | val_loss: 0.000125933 | Time: 1632.8 ms [2020-12-04 10:39:56 main:581] : INFO : Epoch 691 | loss: 0.000123595 | val_loss: 0.000170692 | Time: 1635.59 ms [2020-12-04 10:39:57 main:581] : INFO : Epoch 692 | loss: 0.000121696 | val_loss: 0.000138424 | Time: 1628.05 ms [2020-12-04 10:39:59 main:581] : INFO : Epoch 693 | loss: 0.000111698 | val_loss: 0.000125632 | Time: 1605.19 ms [2020-12-04 10:40:01 main:581] : INFO : Epoch 694 | loss: 0.000107356 | val_loss: 0.000124816 | Time: 1603.86 ms [2020-12-04 10:40:02 main:581] : INFO : Epoch 695 | loss: 0.00010684 | val_loss: 0.000124169 | Time: 1601.4 ms [2020-12-04 10:40:04 main:581] : INFO : Epoch 696 | loss: 0.000106266 | val_loss: 0.000123931 | Time: 1601.59 ms [2020-12-04 10:40:05 main:581] : INFO : Epoch 697 | loss: 0.000106025 | val_loss: 0.00012384 | Time: 1603.14 ms [2020-12-04 10:40:07 main:581] : INFO : Epoch 698 | loss: 0.000105845 | val_loss: 0.000124254 | Time: 1608.63 ms [2020-12-04 10:40:09 main:581] : INFO : Epoch 699 | loss: 0.000110952 | val_loss: 0.000141723 | Time: 1629.04 ms [2020-12-04 10:40:10 main:581] : INFO : Epoch 700 | loss: 0.000116842 | val_loss: 0.000131874 | Time: 1636.8 ms [2020-12-04 10:40:12 main:581] : INFO : Epoch 701 | loss: 0.000108414 | val_loss: 0.000124258 | Time: 1632.28 ms [2020-12-04 10:40:13 main:581] : INFO : Epoch 702 | loss: 0.00010745 | val_loss: 0.000133184 | Time: 1604.98 ms [2020-12-04 10:40:15 main:581] : INFO : Epoch 703 | loss: 0.000122814 | val_loss: 0.000126131 | Time: 1613.19 ms [2020-12-04 10:40:17 main:581] : INFO : Epoch 704 | loss: 0.000107126 | val_loss: 0.000123511 | Time: 1614.38 ms [2020-12-04 10:40:18 main:581] : INFO : Epoch 705 | loss: 0.000105623 | val_loss: 0.000123265 | Time: 1599.59 ms [2020-12-04 10:40:20 main:581] : INFO : Epoch 706 | loss: 0.00011022 | val_loss: 0.000152391 | Time: 1636.51 ms [2020-12-04 10:40:22 main:581] : INFO : Epoch 707 | loss: 0.000150545 | val_loss: 0.000138327 | Time: 1640.99 ms [2020-12-04 10:40:23 main:581] : INFO : Epoch 708 | loss: 0.000110841 | val_loss: 0.00012563 | Time: 1635.4 ms [2020-12-04 10:40:25 main:581] : INFO : Epoch 709 | loss: 0.000105286 | val_loss: 0.000123503 | Time: 1638.65 ms [2020-12-04 10:40:26 main:581] : INFO : Epoch 710 | loss: 0.000104375 | val_loss: 0.00012253 | Time: 1632.89 ms [2020-12-04 10:40:28 main:581] : INFO : Epoch 711 | loss: 0.000104508 | val_loss: 0.000123497 | Time: 1640.64 ms [2020-12-04 10:40:30 main:581] : INFO : Epoch 712 | loss: 0.000112545 | val_loss: 0.000136677 | Time: 1632.36 ms [2020-12-04 10:40:31 main:581] : INFO : Epoch 713 | loss: 0.000109479 | val_loss: 0.000127981 | Time: 1617.56 ms [2020-12-04 10:40:33 main:581] : INFO : Epoch 714 | loss: 0.000109412 | val_loss: 0.000124575 | Time: 1615.3 ms [2020-12-04 10:40:35 main:581] : INFO : Epoch 715 | loss: 0.000106706 | val_loss: 0.000126371 | Time: 1616.58 ms [2020-12-04 10:40:36 main:581] : INFO : Epoch 716 | loss: 0.000113676 | val_loss: 0.000132085 | Time: 1601.08 ms [2020-12-04 10:40:38 main:581] : INFO : Epoch 717 | loss: 0.000110432 | val_loss: 0.000127411 | Time: 1648.58 ms [2020-12-04 10:40:39 main:581] : INFO : Epoch 718 | loss: 0.000116796 | val_loss: 0.000130405 | Time: 1603.2 ms [2020-12-04 10:40:41 main:581] : INFO : Epoch 719 | loss: 0.00010743 | val_loss: 0.000123968 | Time: 1612.11 ms [2020-12-04 10:40:43 main:581] : INFO : Epoch 720 | loss: 0.000108521 | val_loss: 0.000146911 | Time: 1597.1 ms [2020-12-04 10:40:44 main:581] : INFO : Epoch 721 | loss: 0.000130336 | val_loss: 0.000127245 | Time: 1624.65 ms [2020-12-04 10:40:46 main:581] : INFO : Epoch 722 | loss: 0.000107751 | val_loss: 0.000124112 | Time: 1599.02 ms [2020-12-04 10:40:48 main:581] : INFO : Epoch 723 | loss: 0.000108015 | val_loss: 0.000131872 | Time: 1633.52 ms [2020-12-04 10:40:49 main:581] : INFO : Epoch 724 | loss: 0.000111015 | val_loss: 0.00012327 | Time: 1630.89 ms [2020-12-04 10:40:51 main:581] : INFO : Epoch 725 | loss: 0.000106015 | val_loss: 0.00012443 | Time: 1628.85 ms [2020-12-04 10:40:52 main:581] : INFO : Epoch 726 | loss: 0.000104957 | val_loss: 0.000126859 | Time: 1621.94 ms [2020-12-04 10:40:54 main:581] : INFO : Epoch 727 | loss: 0.000131967 | val_loss: 0.000169874 | Time: 1634.94 ms [2020-12-04 10:40:56 main:581] : INFO : Epoch 728 | loss: 0.000117493 | val_loss: 0.000133718 | Time: 1631.64 ms [2020-12-04 10:40:57 main:581] : INFO : Epoch 729 | loss: 0.000107039 | val_loss: 0.000123544 | Time: 1639.58 ms [2020-12-04 10:40:59 main:581] : INFO : Epoch 730 | loss: 0.0001055 | val_loss: 0.000133416 | Time: 1609.61 ms [2020-12-04 10:41:01 main:581] : INFO : Epoch 731 | loss: 0.000131255 | val_loss: 0.000142362 | Time: 1609.71 ms [2020-12-04 10:41:02 main:581] : INFO : Epoch 732 | loss: 0.00011241 | val_loss: 0.000125374 | Time: 1630.67 ms [2020-12-04 10:41:04 main:581] : INFO : Epoch 733 | loss: 0.00010451 | val_loss: 0.000122415 | Time: 1627.07 ms [2020-12-04 10:41:05 main:581] : INFO : Epoch 734 | loss: 0.000103237 | val_loss: 0.000123172 | Time: 1621.55 ms [2020-12-04 10:41:07 main:581] : INFO : Epoch 735 | loss: 0.000111108 | val_loss: 0.000150253 | Time: 1627.27 ms [2020-12-04 10:41:09 main:581] : INFO : Epoch 736 | loss: 0.000120885 | val_loss: 0.00012898 | Time: 1625.52 ms [2020-12-04 10:41:10 main:581] : INFO : Epoch 737 | loss: 0.000109623 | val_loss: 0.000125542 | Time: 1620.2 ms [2020-12-04 10:41:12 main:581] : INFO : Epoch 738 | loss: 0.000104591 | val_loss: 0.000123381 | Time: 1682.52 ms [2020-12-04 10:41:14 main:581] : INFO : Epoch 739 | loss: 0.000113925 | val_loss: 0.000157349 | Time: 1681 ms [2020-12-04 10:41:15 main:581] : INFO : Epoch 740 | loss: 0.000129272 | val_loss: 0.000125689 | Time: 1630.44 ms [2020-12-04 10:41:17 main:581] : INFO : Epoch 741 | loss: 0.000106857 | val_loss: 0.000123675 | Time: 1716.63 ms [2020-12-04 10:41:19 main:581] : INFO : Epoch 742 | loss: 0.000103707 | val_loss: 0.000123403 | Time: 1722.96 ms [2020-12-04 10:41:20 main:581] : INFO : Epoch 743 | loss: 0.000109327 | val_loss: 0.000138947 | Time: 1730.71 ms [2020-12-04 10:41:22 main:581] : INFO : Epoch 744 | loss: 0.000111873 | val_loss: 0.000125188 | Time: 1694.2 ms [2020-12-04 10:41:24 main:581] : INFO : Epoch 745 | loss: 0.00010959 | val_loss: 0.000137712 | Time: 1681.83 ms [2020-12-04 10:41:26 main:581] : INFO : Epoch 746 | loss: 0.000115525 | val_loss: 0.000130112 | Time: 1705.61 ms [2020-12-04 10:41:27 main:581] : INFO : Epoch 747 | loss: 0.000108234 | val_loss: 0.000129294 | Time: 1700.4 ms [2020-12-04 10:41:29 main:581] : INFO : Epoch 748 | loss: 0.00011337 | val_loss: 0.000126984 | Time: 1720.77 ms [2020-12-04 10:41:31 main:581] : INFO : Epoch 749 | loss: 0.00012174 | val_loss: 0.00013205 | Time: 1698.25 ms [2020-12-04 10:41:32 main:581] : INFO : Epoch 750 | loss: 0.000110724 | val_loss: 0.000125057 | Time: 1695.06 ms [2020-12-04 10:41:34 main:581] : INFO : Epoch 751 | loss: 0.000110859 | val_loss: 0.000172575 | Time: 1726.38 ms [2020-12-04 10:41:36 main:581] : INFO : Epoch 752 | loss: 0.000148146 | val_loss: 0.000131793 | Time: 1718.94 ms [2020-12-04 10:41:38 main:581] : INFO : Epoch 753 | loss: 0.000108879 | val_loss: 0.000122482 | Time: 1726.09 ms [2020-12-04 10:41:39 main:581] : INFO : Epoch 754 | loss: 0.000104954 | val_loss: 0.000123842 | Time: 1665.46 ms [2020-12-04 10:41:41 main:581] : INFO : Epoch 755 | loss: 0.000113124 | val_loss: 0.000152013 | Time: 1611.66 ms [2020-12-04 10:41:42 main:581] : INFO : Epoch 756 | loss: 0.000116644 | val_loss: 0.000127927 | Time: 1624.19 ms [2020-12-04 10:41:44 main:581] : INFO : Epoch 757 | loss: 0.00010617 | val_loss: 0.000123449 | Time: 1620.4 ms [2020-12-04 10:41:46 main:581] : INFO : Epoch 758 | loss: 0.000110136 | val_loss: 0.000123224 | Time: 1592.92 ms [2020-12-04 10:41:47 main:581] : INFO : Epoch 759 | loss: 0.000105946 | val_loss: 0.00012264 | Time: 1630.12 ms [2020-12-04 10:41:49 main:581] : INFO : Epoch 760 | loss: 0.000104502 | val_loss: 0.000123632 | Time: 1663.55 ms [2020-12-04 10:41:51 main:581] : INFO : Epoch 761 | loss: 0.000136419 | val_loss: 0.000134266 | Time: 1648.37 ms [2020-12-04 10:41:52 main:581] : INFO : Epoch 762 | loss: 0.000115532 | val_loss: 0.000126809 | Time: 1638.21 ms [2020-12-04 10:41:54 main:581] : INFO : Epoch 763 | loss: 0.000106145 | val_loss: 0.000122825 | Time: 1655.82 ms [2020-12-04 10:41:56 main:581] : INFO : Epoch 764 | loss: 0.000103066 | val_loss: 0.000122862 | Time: 1650.15 ms [2020-12-04 10:41:57 main:581] : INFO : Epoch 765 | loss: 0.000108976 | val_loss: 0.00014994 | Time: 1628.91 ms [2020-12-04 10:41:59 main:581] : INFO : Epoch 766 | loss: 0.000147291 | val_loss: 0.000131909 | Time: 1618.95 ms [2020-12-04 10:42:00 main:581] : INFO : Epoch 767 | loss: 0.000113273 | val_loss: 0.000126164 | Time: 1616.75 ms [2020-12-04 10:42:02 main:581] : INFO : Epoch 768 | loss: 0.000106501 | val_loss: 0.000125535 | Time: 1622.16 ms [2020-12-04 10:42:04 main:581] : INFO : Epoch 769 | loss: 0.000115627 | val_loss: 0.000125318 | Time: 1626.26 ms [2020-12-04 10:42:05 main:581] : INFO : Epoch 770 | loss: 0.000109358 | val_loss: 0.000126183 | Time: 1624.43 ms [2020-12-04 10:42:07 main:581] : INFO : Epoch 771 | loss: 0.000103789 | val_loss: 0.00012237 | Time: 1628.64 ms [2020-12-04 10:42:09 main:581] : INFO : Epoch 772 | loss: 0.000107106 | val_loss: 0.000139092 | Time: 1651.1 ms [2020-12-04 10:42:10 main:581] : INFO : Epoch 773 | loss: 0.000116877 | val_loss: 0.000128389 | Time: 1624.93 ms [2020-12-04 10:42:12 main:581] : INFO : Epoch 774 | loss: 0.000106241 | val_loss: 0.000123276 | Time: 1643.93 ms [2020-12-04 10:42:13 main:581] : INFO : Epoch 775 | loss: 0.000105791 | val_loss: 0.000126591 | Time: 1634 ms [2020-12-04 10:42:15 main:581] : INFO : Epoch 776 | loss: 0.000129175 | val_loss: 0.0001449 | Time: 1633.09 ms [2020-12-04 10:42:17 main:581] : INFO : Epoch 777 | loss: 0.00011122 | val_loss: 0.000128699 | Time: 1625.3 ms [2020-12-04 10:42:18 main:581] : INFO : Epoch 778 | loss: 0.000106022 | val_loss: 0.000124878 | Time: 1630.55 ms [2020-12-04 10:42:20 main:581] : INFO : Epoch 779 | loss: 0.000117716 | val_loss: 0.000126009 | Time: 1638.16 ms [2020-12-04 10:42:22 main:581] : INFO : Epoch 780 | loss: 0.000106965 | val_loss: 0.000121864 | Time: 1630.37 ms [2020-12-04 10:42:23 main:581] : INFO : Epoch 781 | loss: 0.000104439 | val_loss: 0.00012394 | Time: 1628.94 ms [2020-12-04 10:42:25 main:581] : INFO : Epoch 782 | loss: 0.000107078 | val_loss: 0.000138475 | Time: 1657.65 ms [2020-12-04 10:42:27 main:581] : INFO : Epoch 783 | loss: 0.000135652 | val_loss: 0.000139989 | Time: 1624.26 ms [2020-12-04 10:42:28 main:581] : INFO : Epoch 784 | loss: 0.000109453 | val_loss: 0.000125332 | Time: 1655.86 ms [2020-12-04 10:42:30 main:581] : INFO : Epoch 785 | loss: 0.000109565 | val_loss: 0.000129368 | Time: 1633.5 ms [2020-12-04 10:42:31 main:581] : INFO : Epoch 786 | loss: 0.000106143 | val_loss: 0.000121883 | Time: 1612.2 ms [2020-12-04 10:42:33 main:581] : INFO : Epoch 787 | loss: 0.000104834 | val_loss: 0.000127406 | Time: 1639.97 ms [2020-12-04 10:42:35 main:581] : INFO : Epoch 788 | loss: 0.000131906 | val_loss: 0.000134385 | Time: 1611.33 ms [2020-12-04 10:42:36 main:581] : INFO : Epoch 789 | loss: 0.00011322 | val_loss: 0.00012859 | Time: 1625.02 ms [2020-12-04 10:42:38 main:581] : INFO : Epoch 790 | loss: 0.000106397 | val_loss: 0.000124488 | Time: 1631.44 ms [2020-12-04 10:42:40 main:581] : INFO : Epoch 791 | loss: 0.000105276 | val_loss: 0.000137983 | Time: 1621.45 ms [2020-12-04 10:42:41 main:581] : INFO : Epoch 792 | loss: 0.000162992 | val_loss: 0.000166115 | Time: 1617.77 ms [2020-12-04 10:42:43 main:581] : INFO : Epoch 793 | loss: 0.000119037 | val_loss: 0.000124668 | Time: 1606.85 ms [2020-12-04 10:42:44 main:581] : INFO : Epoch 794 | loss: 0.000105193 | val_loss: 0.000122598 | Time: 1617.66 ms [2020-12-04 10:42:46 main:581] : INFO : Epoch 795 | loss: 0.000103096 | val_loss: 0.000122143 | Time: 1646.31 ms [2020-12-04 10:42:48 main:581] : INFO : Epoch 796 | loss: 0.00010376 | val_loss: 0.000127805 | Time: 1614.27 ms [2020-12-04 10:42:49 main:581] : INFO : Epoch 797 | loss: 0.000125202 | val_loss: 0.000126338 | Time: 1625.89 ms [2020-12-04 10:42:51 main:581] : INFO : Epoch 798 | loss: 0.000109038 | val_loss: 0.000123349 | Time: 1627.85 ms [2020-12-04 10:42:53 main:581] : INFO : Epoch 799 | loss: 0.000103548 | val_loss: 0.000122008 | Time: 1601.35 ms [2020-12-04 10:42:54 main:581] : INFO : Epoch 800 | loss: 0.00010247 | val_loss: 0.00012307 | Time: 1605.79 ms [2020-12-04 10:42:56 main:581] : INFO : Epoch 801 | loss: 0.000112657 | val_loss: 0.000147198 | Time: 1617.84 ms [2020-12-04 10:42:57 main:581] : INFO : Epoch 802 | loss: 0.00011768 | val_loss: 0.000127193 | Time: 1625.1 ms [2020-12-04 10:42:59 main:581] : INFO : Epoch 803 | loss: 0.000107016 | val_loss: 0.000124642 | Time: 1615.97 ms [2020-12-04 10:43:01 main:581] : INFO : Epoch 804 | loss: 0.000109972 | val_loss: 0.000142954 | Time: 1622.56 ms [2020-12-04 10:43:02 main:581] : INFO : Epoch 805 | loss: 0.000121954 | val_loss: 0.000129688 | Time: 1619.93 ms [2020-12-04 10:43:04 main:581] : INFO : Epoch 806 | loss: 0.000107342 | val_loss: 0.00012477 | Time: 1635.69 ms [2020-12-04 10:43:05 main:581] : INFO : Epoch 807 | loss: 0.000112906 | val_loss: 0.000135776 | Time: 1622.31 ms [2020-12-04 10:43:07 main:581] : INFO : Epoch 808 | loss: 0.000110252 | val_loss: 0.000130666 | Time: 1619.9 ms [2020-12-04 10:43:09 main:581] : INFO : Epoch 809 | loss: 0.000113735 | val_loss: 0.000139053 | Time: 1615.73 ms [2020-12-04 10:43:10 main:581] : INFO : Epoch 810 | loss: 0.000119096 | val_loss: 0.000146093 | Time: 1624.29 ms [2020-12-04 10:43:12 main:581] : INFO : Epoch 811 | loss: 0.000114252 | val_loss: 0.000129465 | Time: 1633.91 ms [2020-12-04 10:43:14 main:581] : INFO : Epoch 812 | loss: 0.000105856 | val_loss: 0.000123644 | Time: 1617.48 ms [2020-12-04 10:43:15 main:581] : INFO : Epoch 813 | loss: 0.000125435 | val_loss: 0.000188993 | Time: 1625.53 ms [2020-12-04 10:43:17 main:581] : INFO : Epoch 814 | loss: 0.000125533 | val_loss: 0.000128764 | Time: 1609.8 ms [2020-12-04 10:43:18 main:581] : INFO : Epoch 815 | loss: 0.000107337 | val_loss: 0.000124317 | Time: 1627.2 ms [2020-12-04 10:43:20 main:581] : INFO : Epoch 816 | loss: 0.000102621 | val_loss: 0.000123014 | Time: 1628.68 ms [2020-12-04 10:43:22 main:581] : INFO : Epoch 817 | loss: 0.000115705 | val_loss: 0.000171718 | Time: 1628.76 ms [2020-12-04 10:43:23 main:581] : INFO : Epoch 818 | loss: 0.00012239 | val_loss: 0.000131121 | Time: 1621.01 ms [2020-12-04 10:43:25 main:581] : INFO : Epoch 819 | loss: 0.000108987 | val_loss: 0.000127392 | Time: 1620.94 ms [2020-12-04 10:43:27 main:581] : INFO : Epoch 820 | loss: 0.00010488 | val_loss: 0.000123871 | Time: 1621.52 ms [2020-12-04 10:43:28 main:581] : INFO : Epoch 821 | loss: 0.000112492 | val_loss: 0.000143555 | Time: 1622.94 ms [2020-12-04 10:43:30 main:581] : INFO : Epoch 822 | loss: 0.000114503 | val_loss: 0.000125057 | Time: 1602.03 ms [2020-12-04 10:43:31 main:581] : INFO : Epoch 823 | loss: 0.000105398 | val_loss: 0.000127905 | Time: 1611.42 ms [2020-12-04 10:43:33 main:581] : INFO : Epoch 824 | loss: 0.000112955 | val_loss: 0.000131835 | Time: 1622.81 ms [2020-12-04 10:43:35 main:581] : INFO : Epoch 825 | loss: 0.00011915 | val_loss: 0.000139935 | Time: 1603.19 ms [2020-12-04 10:43:36 main:581] : INFO : Epoch 826 | loss: 0.000109579 | val_loss: 0.000126966 | Time: 1613.47 ms [2020-12-04 10:43:38 main:581] : INFO : Epoch 827 | loss: 0.00011051 | val_loss: 0.00013434 | Time: 1605.85 ms [2020-12-04 10:43:39 main:581] : INFO : Epoch 828 | loss: 0.000112813 | val_loss: 0.00014537 | Time: 1606.44 ms [2020-12-04 10:43:41 main:581] : INFO : Epoch 829 | loss: 0.000131318 | val_loss: 0.000132616 | Time: 1611.91 ms [2020-12-04 10:43:43 main:581] : INFO : Epoch 830 | loss: 0.00010862 | val_loss: 0.000123338 | Time: 1614.66 ms [2020-12-04 10:43:44 main:581] : INFO : Epoch 831 | loss: 0.000108791 | val_loss: 0.00013234 | Time: 1608.64 ms [2020-12-04 10:43:46 main:581] : INFO : Epoch 832 | loss: 0.000109807 | val_loss: 0.000152361 | Time: 1607 ms [2020-12-04 10:43:48 main:581] : INFO : Epoch 833 | loss: 0.000122243 | val_loss: 0.000129996 | Time: 1607.17 ms [2020-12-04 10:43:49 main:581] : INFO : Epoch 834 | loss: 0.000105948 | val_loss: 0.000124583 | Time: 1611.29 ms [2020-12-04 10:43:51 main:581] : INFO : Epoch 835 | loss: 0.000126804 | val_loss: 0.000137945 | Time: 1609.56 ms [2020-12-04 10:43:52 main:581] : INFO : Epoch 836 | loss: 0.000114556 | val_loss: 0.000129794 | Time: 1606.93 ms [2020-12-04 10:43:54 main:581] : INFO : Epoch 837 | loss: 0.000107243 | val_loss: 0.000124831 | Time: 1619.81 ms [2020-12-04 10:43:56 main:581] : INFO : Epoch 838 | loss: 0.000103664 | val_loss: 0.000122983 | Time: 1618.99 ms [2020-12-04 10:43:57 main:581] : INFO : Epoch 839 | loss: 0.000104393 | val_loss: 0.000135954 | Time: 1638.34 ms [2020-12-04 10:43:59 main:581] : INFO : Epoch 840 | loss: 0.000135664 | val_loss: 0.000137194 | Time: 1628.81 ms [2020-12-04 10:44:00 main:581] : INFO : Epoch 841 | loss: 0.000109356 | val_loss: 0.000129339 | Time: 1633.89 ms [2020-12-04 10:44:02 main:581] : INFO : Epoch 842 | loss: 0.000106499 | val_loss: 0.000130379 | Time: 1615.1 ms [2020-12-04 10:44:04 main:581] : INFO : Epoch 843 | loss: 0.000132941 | val_loss: 0.000131084 | Time: 1610.54 ms [2020-12-04 10:44:05 main:581] : INFO : Epoch 844 | loss: 0.000111425 | val_loss: 0.000130125 | Time: 1609.13 ms [2020-12-04 10:44:07 main:581] : INFO : Epoch 845 | loss: 0.000106055 | val_loss: 0.000125501 | Time: 1601.44 ms [2020-12-04 10:44:09 main:581] : INFO : Epoch 846 | loss: 0.000105125 | val_loss: 0.000124088 | Time: 1610.51 ms [2020-12-04 10:44:10 main:581] : INFO : Epoch 847 | loss: 0.000107074 | val_loss: 0.000128991 | Time: 1615.32 ms [2020-12-04 10:44:12 main:581] : INFO : Epoch 848 | loss: 0.000113269 | val_loss: 0.00014952 | Time: 1612.27 ms [2020-12-04 10:44:13 main:581] : INFO : Epoch 849 | loss: 0.000129521 | val_loss: 0.000142029 | Time: 1614.28 ms [2020-12-04 10:44:15 main:581] : INFO : Epoch 850 | loss: 0.000112673 | val_loss: 0.000130562 | Time: 1610.22 ms [2020-12-04 10:44:17 main:581] : INFO : Epoch 851 | loss: 0.00010826 | val_loss: 0.000128648 | Time: 1608.19 ms [2020-12-04 10:44:18 main:581] : INFO : Epoch 852 | loss: 0.000114102 | val_loss: 0.000132033 | Time: 1612.48 ms [2020-12-04 10:44:20 main:581] : INFO : Epoch 853 | loss: 0.000107311 | val_loss: 0.000123144 | Time: 1622.31 ms [2020-12-04 10:44:21 main:581] : INFO : Epoch 854 | loss: 0.000105331 | val_loss: 0.000133376 | Time: 1610.68 ms [2020-12-04 10:44:23 main:581] : INFO : Epoch 855 | loss: 0.000135886 | val_loss: 0.000140407 | Time: 1612.46 ms [2020-12-04 10:44:25 main:581] : INFO : Epoch 856 | loss: 0.000111081 | val_loss: 0.000128055 | Time: 1612.14 ms [2020-12-04 10:44:26 main:581] : INFO : Epoch 857 | loss: 0.000107324 | val_loss: 0.000134381 | Time: 1616.34 ms [2020-12-04 10:44:28 main:581] : INFO : Epoch 858 | loss: 0.000135567 | val_loss: 0.000133932 | Time: 1611.4 ms [2020-12-04 10:44:30 main:581] : INFO : Epoch 859 | loss: 0.000110138 | val_loss: 0.000126264 | Time: 1619.18 ms [2020-12-04 10:44:31 main:581] : INFO : Epoch 860 | loss: 0.00010567 | val_loss: 0.00012254 | Time: 1612.15 ms [2020-12-04 10:44:33 main:581] : INFO : Epoch 861 | loss: 0.000103275 | val_loss: 0.000122553 | Time: 1608.78 ms [2020-12-04 10:44:34 main:581] : INFO : Epoch 862 | loss: 0.000104756 | val_loss: 0.000133557 | Time: 1610.6 ms [2020-12-04 10:44:36 main:581] : INFO : Epoch 863 | loss: 0.000133114 | val_loss: 0.000135226 | Time: 1611.92 ms [2020-12-04 10:44:38 main:581] : INFO : Epoch 864 | loss: 0.00011421 | val_loss: 0.00013182 | Time: 1610.44 ms [2020-12-04 10:44:39 main:581] : INFO : Epoch 865 | loss: 0.000108551 | val_loss: 0.000127917 | Time: 1607.76 ms [2020-12-04 10:44:41 main:581] : INFO : Epoch 866 | loss: 0.000109411 | val_loss: 0.000142039 | Time: 1606.91 ms [2020-12-04 10:44:42 main:581] : INFO : Epoch 867 | loss: 0.000118665 | val_loss: 0.000137787 | Time: 1618.38 ms [2020-12-04 10:44:44 main:581] : INFO : Epoch 868 | loss: 0.000115225 | val_loss: 0.000125841 | Time: 1606.43 ms [2020-12-04 10:44:46 main:581] : INFO : Epoch 869 | loss: 0.000106029 | val_loss: 0.000125685 | Time: 1609.96 ms [2020-12-04 10:44:47 main:581] : INFO : Epoch 870 | loss: 0.000103475 | val_loss: 0.000123819 | Time: 1612.59 ms [2020-12-04 10:44:49 main:581] : INFO : Epoch 871 | loss: 0.000129326 | val_loss: 0.000233048 | Time: 1609.13 ms [2020-12-04 10:44:50 main:581] : INFO : Epoch 872 | loss: 0.000153904 | val_loss: 0.000140652 | Time: 1613.87 ms [2020-12-04 10:44:52 main:581] : INFO : Epoch 873 | loss: 0.000112053 | val_loss: 0.000125698 | Time: 1602.88 ms [2020-12-04 10:44:54 main:581] : INFO : Epoch 874 | loss: 0.000106266 | val_loss: 0.000125982 | Time: 1603.9 ms [2020-12-04 10:44:55 main:581] : INFO : Epoch 875 | loss: 0.000105446 | val_loss: 0.000124085 | Time: 1615.79 ms [2020-12-04 10:44:57 main:581] : INFO : Epoch 876 | loss: 0.000101749 | val_loss: 0.000122035 | Time: 1611.26 ms [2020-12-04 10:44:58 main:581] : INFO : Epoch 877 | loss: 0.000114156 | val_loss: 0.000177753 | Time: 1608.72 ms [2020-12-04 10:45:00 main:581] : INFO : Epoch 878 | loss: 0.000130565 | val_loss: 0.000136353 | Time: 1602.95 ms [2020-12-04 10:45:02 main:581] : INFO : Epoch 879 | loss: 0.000107616 | val_loss: 0.000123847 | Time: 1607.53 ms [2020-12-04 10:45:03 main:581] : INFO : Epoch 880 | loss: 0.000102584 | val_loss: 0.000121817 | Time: 1603.56 ms [2020-12-04 10:45:05 main:581] : INFO : Epoch 881 | loss: 0.000103614 | val_loss: 0.000127236 | Time: 1607.52 ms [2020-12-04 10:45:07 main:581] : INFO : Epoch 882 | loss: 0.000113445 | val_loss: 0.000130195 | Time: 1610.69 ms [2020-12-04 10:45:08 main:581] : INFO : Epoch 883 | loss: 0.000112923 | val_loss: 0.000128348 | Time: 1613.4 ms [2020-12-04 10:45:10 main:581] : INFO : Epoch 884 | loss: 0.000123157 | val_loss: 0.000131715 | Time: 1608.07 ms [2020-12-04 10:45:11 main:581] : INFO : Epoch 885 | loss: 0.000110999 | val_loss: 0.000129549 | Time: 1598.81 ms [2020-12-04 10:45:13 main:581] : INFO : Epoch 886 | loss: 0.000106696 | val_loss: 0.000123783 | Time: 1609.01 ms [2020-12-04 10:45:15 main:581] : INFO : Epoch 887 | loss: 0.000106835 | val_loss: 0.0001516 | Time: 1613.7 ms [2020-12-04 10:45:16 main:581] : INFO : Epoch 888 | loss: 0.000140618 | val_loss: 0.000132669 | Time: 1602.17 ms [2020-12-04 10:45:18 main:581] : INFO : Epoch 889 | loss: 0.000107605 | val_loss: 0.000124605 | Time: 1605.74 ms [2020-12-04 10:45:19 main:581] : INFO : Epoch 890 | loss: 0.000103726 | val_loss: 0.000122895 | Time: 1613.36 ms [2020-12-04 10:45:21 main:581] : INFO : Epoch 891 | loss: 0.000109552 | val_loss: 0.000167207 | Time: 1610.73 ms [2020-12-04 10:45:23 main:581] : INFO : Epoch 892 | loss: 0.000156041 | val_loss: 0.00014544 | Time: 1608.79 ms [2020-12-04 10:45:24 main:581] : INFO : Epoch 893 | loss: 0.00011489 | val_loss: 0.000127895 | Time: 1613.41 ms [2020-12-04 10:45:26 main:581] : INFO : Epoch 894 | loss: 0.000105633 | val_loss: 0.000123776 | Time: 1615.13 ms [2020-12-04 10:45:27 main:581] : INFO : Epoch 895 | loss: 0.000104764 | val_loss: 0.0001297 | Time: 1620.19 ms [2020-12-04 10:45:29 main:581] : INFO : Epoch 896 | loss: 0.000105753 | val_loss: 0.000124435 | Time: 1616.16 ms [2020-12-04 10:45:31 main:581] : INFO : Epoch 897 | loss: 0.00010655 | val_loss: 0.00012552 | Time: 1602.46 ms [2020-12-04 10:45:32 main:581] : INFO : Epoch 898 | loss: 0.000107529 | val_loss: 0.000128365 | Time: 1619.5 ms [2020-12-04 10:45:34 main:581] : INFO : Epoch 899 | loss: 0.000112457 | val_loss: 0.000124907 | Time: 1605.52 ms [2020-12-04 10:45:36 main:581] : INFO : Epoch 900 | loss: 0.000108175 | val_loss: 0.000141794 | Time: 1615.48 ms [2020-12-04 10:45:37 main:581] : INFO : Epoch 901 | loss: 0.000135307 | val_loss: 0.000140177 | Time: 1621.86 ms [2020-12-04 10:45:39 main:581] : INFO : Epoch 902 | loss: 0.000110349 | val_loss: 0.000127301 | Time: 1604.8 ms [2020-12-04 10:45:40 main:581] : INFO : Epoch 903 | loss: 0.000106731 | val_loss: 0.000127716 | Time: 1617.08 ms [2020-12-04 10:45:42 main:581] : INFO : Epoch 904 | loss: 0.000139469 | val_loss: 0.000138327 | Time: 1604.36 ms [2020-12-04 10:45:44 main:581] : INFO : Epoch 905 | loss: 0.000121339 | val_loss: 0.000129919 | Time: 1603.4 ms [2020-12-04 10:45:45 main:581] : INFO : Epoch 906 | loss: 0.000112632 | val_loss: 0.000125168 | Time: 1608.34 ms [2020-12-04 10:45:47 main:581] : INFO : Epoch 907 | loss: 0.000104796 | val_loss: 0.000126929 | Time: 1627.67 ms [2020-12-04 10:45:48 main:581] : INFO : Epoch 908 | loss: 0.000108832 | val_loss: 0.000126055 | Time: 1630.84 ms [2020-12-04 10:45:50 main:581] : INFO : Epoch 909 | loss: 0.000103255 | val_loss: 0.00012256 | Time: 1614.16 ms [2020-12-04 10:45:52 main:581] : INFO : Epoch 910 | loss: 0.000102243 | val_loss: 0.00012878 | Time: 1629.11 ms [2020-12-04 10:45:53 main:581] : INFO : Epoch 911 | loss: 0.000136513 | val_loss: 0.000143663 | Time: 1630.47 ms [2020-12-04 10:45:55 main:581] : INFO : Epoch 912 | loss: 0.000111972 | val_loss: 0.000129292 | Time: 1636.46 ms [2020-12-04 10:45:57 main:581] : INFO : Epoch 913 | loss: 0.000105162 | val_loss: 0.000122388 | Time: 1633.54 ms [2020-12-04 10:45:58 main:581] : INFO : Epoch 914 | loss: 0.00010289 | val_loss: 0.000124259 | Time: 1636.45 ms [2020-12-04 10:46:00 main:581] : INFO : Epoch 915 | loss: 0.000132459 | val_loss: 0.00025157 | Time: 1635.52 ms [2020-12-04 10:46:02 main:581] : INFO : Epoch 916 | loss: 0.000145318 | val_loss: 0.000144373 | Time: 1646.08 ms [2020-12-04 10:46:03 main:581] : INFO : Epoch 917 | loss: 0.000119918 | val_loss: 0.000133616 | Time: 1637.96 ms [2020-12-04 10:46:05 main:581] : INFO : Epoch 918 | loss: 0.0001068 | val_loss: 0.000124414 | Time: 1635.59 ms [2020-12-04 10:46:06 main:581] : INFO : Epoch 919 | loss: 0.000103703 | val_loss: 0.000123555 | Time: 1626.38 ms [2020-12-04 10:46:08 main:581] : INFO : Epoch 920 | loss: 0.000101782 | val_loss: 0.000123938 | Time: 1612.8 ms [2020-12-04 10:46:10 main:581] : INFO : Epoch 921 | loss: 0.000112494 | val_loss: 0.00014435 | Time: 1610.01 ms [2020-12-04 10:46:11 main:581] : INFO : Epoch 922 | loss: 0.000120819 | val_loss: 0.000129116 | Time: 1607.8 ms [2020-12-04 10:46:13 main:581] : INFO : Epoch 923 | loss: 0.000107346 | val_loss: 0.000127458 | Time: 1622.44 ms [2020-12-04 10:46:14 main:581] : INFO : Epoch 924 | loss: 0.000104277 | val_loss: 0.000126535 | Time: 1599.72 ms [2020-12-04 10:46:16 main:581] : INFO : Epoch 925 | loss: 0.000110636 | val_loss: 0.000136959 | Time: 1601.88 ms [2020-12-04 10:46:18 main:581] : INFO : Epoch 926 | loss: 0.000113097 | val_loss: 0.000123702 | Time: 1603.75 ms [2020-12-04 10:46:19 main:581] : INFO : Epoch 927 | loss: 0.000106392 | val_loss: 0.000128572 | Time: 1616.31 ms [2020-12-04 10:46:21 main:581] : INFO : Epoch 928 | loss: 0.000116066 | val_loss: 0.000168887 | Time: 1607.24 ms [2020-12-04 10:46:22 main:581] : INFO : Epoch 929 | loss: 0.000125239 | val_loss: 0.000134892 | Time: 1600.89 ms [2020-12-04 10:46:24 main:581] : INFO : Epoch 930 | loss: 0.000107624 | val_loss: 0.000125896 | Time: 1595.14 ms [2020-12-04 10:46:26 main:581] : INFO : Epoch 931 | loss: 0.000108703 | val_loss: 0.000134644 | Time: 1606.01 ms [2020-12-04 10:46:27 main:581] : INFO : Epoch 932 | loss: 0.00011616 | val_loss: 0.000165391 | Time: 1596.87 ms [2020-12-04 10:46:29 main:581] : INFO : Epoch 933 | loss: 0.000144061 | val_loss: 0.000141 | Time: 1604.27 ms [2020-12-04 10:46:31 main:581] : INFO : Epoch 934 | loss: 0.000112321 | val_loss: 0.000128079 | Time: 1605.47 ms [2020-12-04 10:46:32 main:581] : INFO : Epoch 935 | loss: 0.000105454 | val_loss: 0.000125738 | Time: 1624.51 ms [2020-12-04 10:46:34 main:581] : INFO : Epoch 936 | loss: 0.000103482 | val_loss: 0.000124804 | Time: 1635.15 ms [2020-12-04 10:46:35 main:581] : INFO : Epoch 937 | loss: 0.000105188 | val_loss: 0.000135804 | Time: 1629.9 ms [2020-12-04 10:46:37 main:581] : INFO : Epoch 938 | loss: 0.000119726 | val_loss: 0.0001305 | Time: 1630.1 ms [2020-12-04 10:46:39 main:581] : INFO : Epoch 939 | loss: 0.000106801 | val_loss: 0.000128636 | Time: 1638.27 ms [2020-12-04 10:46:40 main:581] : INFO : Epoch 940 | loss: 0.000105832 | val_loss: 0.000127472 | Time: 1609.87 ms [2020-12-04 10:46:42 main:581] : INFO : Epoch 941 | loss: 0.000113896 | val_loss: 0.00017554 | Time: 1603.53 ms [2020-12-04 10:46:44 main:581] : INFO : Epoch 942 | loss: 0.000134067 | val_loss: 0.000147827 | Time: 1631 ms [2020-12-04 10:46:45 main:581] : INFO : Epoch 943 | loss: 0.000112399 | val_loss: 0.000129637 | Time: 1633.59 ms [2020-12-04 10:46:47 main:581] : INFO : Epoch 944 | loss: 0.000107063 | val_loss: 0.000129601 | Time: 1634.51 ms [2020-12-04 10:46:48 main:581] : INFO : Epoch 945 | loss: 0.00012627 | val_loss: 0.000135367 | Time: 1635.52 ms [2020-12-04 10:46:50 main:581] : INFO : Epoch 946 | loss: 0.000109732 | val_loss: 0.000125643 | Time: 1625.13 ms [2020-12-04 10:46:52 main:581] : INFO : Epoch 947 | loss: 0.000106649 | val_loss: 0.000126609 | Time: 1635.18 ms [2020-12-04 10:46:53 main:581] : INFO : Epoch 948 | loss: 0.00010855 | val_loss: 0.000136809 | Time: 1628.25 ms [2020-12-04 10:46:55 main:581] : INFO : Epoch 949 | loss: 0.000122521 | val_loss: 0.00014047 | Time: 1603.96 ms [2020-12-04 10:46:57 main:581] : INFO : Epoch 950 | loss: 0.000110194 | val_loss: 0.000125003 | Time: 1614.69 ms [2020-12-04 10:46:58 main:581] : INFO : Epoch 951 | loss: 0.000108231 | val_loss: 0.000128241 | Time: 1613.4 ms [2020-12-04 10:47:00 main:581] : INFO : Epoch 952 | loss: 0.000118181 | val_loss: 0.000134583 | Time: 1608.87 ms [2020-12-04 10:47:01 main:581] : INFO : Epoch 953 | loss: 0.000109619 | val_loss: 0.000127735 | Time: 1610.25 ms [2020-12-04 10:47:03 main:581] : INFO : Epoch 954 | loss: 0.000112702 | val_loss: 0.000156267 | Time: 1608.01 ms [2020-12-04 10:47:05 main:581] : INFO : Epoch 955 | loss: 0.000116669 | val_loss: 0.000128904 | Time: 1619.2 ms [2020-12-04 10:47:06 main:581] : INFO : Epoch 956 | loss: 0.00010352 | val_loss: 0.000124603 | Time: 1638.09 ms [2020-12-04 10:47:08 main:581] : INFO : Epoch 957 | loss: 0.00011001 | val_loss: 0.000156302 | Time: 1638.27 ms [2020-12-04 10:47:09 main:581] : INFO : Epoch 958 | loss: 0.000124695 | val_loss: 0.000135942 | Time: 1627.37 ms [2020-12-04 10:47:11 main:581] : INFO : Epoch 959 | loss: 0.000117897 | val_loss: 0.000149031 | Time: 1629.93 ms [2020-12-04 10:47:13 main:581] : INFO : Epoch 960 | loss: 0.00011434 | val_loss: 0.000132479 | Time: 1640.09 ms [2020-12-04 10:47:14 main:581] : INFO : Epoch 961 | loss: 0.000106227 | val_loss: 0.000128127 | Time: 1613.15 ms [2020-12-04 10:47:16 main:581] : INFO : Epoch 962 | loss: 0.000126316 | val_loss: 0.000137982 | Time: 1604.14 ms [2020-12-04 10:47:18 main:581] : INFO : Epoch 963 | loss: 0.000115258 | val_loss: 0.000132864 | Time: 1612.27 ms [2020-12-04 10:47:19 main:581] : INFO : Epoch 964 | loss: 0.000108015 | val_loss: 0.000124962 | Time: 1610.15 ms [2020-12-04 10:47:21 main:581] : INFO : Epoch 965 | loss: 0.000103763 | val_loss: 0.000128659 | Time: 1632.67 ms [2020-12-04 10:47:22 main:581] : INFO : Epoch 966 | loss: 0.000114866 | val_loss: 0.000146694 | Time: 1606.77 ms [2020-12-04 10:47:24 main:581] : INFO : Epoch 967 | loss: 0.000129032 | val_loss: 0.000128891 | Time: 1628.15 ms [2020-12-04 10:47:26 main:581] : INFO : Epoch 968 | loss: 0.00010879 | val_loss: 0.000126226 | Time: 1618.41 ms [2020-12-04 10:47:27 main:581] : INFO : Epoch 969 | loss: 0.000104474 | val_loss: 0.000128358 | Time: 1614.57 ms [2020-12-04 10:47:29 main:581] : INFO : Epoch 970 | loss: 0.000117816 | val_loss: 0.000150297 | Time: 1616.37 ms [2020-12-04 10:47:31 main:581] : INFO : Epoch 971 | loss: 0.000115471 | val_loss: 0.000128833 | Time: 1621.33 ms [2020-12-04 10:47:32 main:581] : INFO : Epoch 972 | loss: 0.000116693 | val_loss: 0.000141206 | Time: 1619.34 ms [2020-12-04 10:47:34 main:581] : INFO : Epoch 973 | loss: 0.000119938 | val_loss: 0.000144214 | Time: 1621.02 ms [2020-12-04 10:47:35 main:581] : INFO : Epoch 974 | loss: 0.000108883 | val_loss: 0.000125939 | Time: 1624.88 ms [2020-12-04 10:47:37 main:581] : INFO : Epoch 975 | loss: 0.000103519 | val_loss: 0.000124205 | Time: 1620.16 ms [2020-12-04 10:47:39 main:581] : INFO : Epoch 976 | loss: 0.000109586 | val_loss: 0.000153652 | Time: 1619.6 ms [2020-12-04 10:47:40 main:581] : INFO : Epoch 977 | loss: 0.000117871 | val_loss: 0.000130608 | Time: 1626.87 ms [2020-12-04 10:47:42 main:581] : INFO : Epoch 978 | loss: 0.000111008 | val_loss: 0.000139726 | Time: 1636.88 ms [2020-12-04 10:47:44 main:581] : INFO : Epoch 979 | loss: 0.000112254 | val_loss: 0.000127416 | Time: 1635.51 ms [2020-12-04 10:47:45 main:581] : INFO : Epoch 980 | loss: 0.000105667 | val_loss: 0.000126016 | Time: 1628.93 ms [2020-12-04 10:47:47 main:581] : INFO : Epoch 981 | loss: 0.000123747 | val_loss: 0.000173989 | Time: 1634.04 ms [2020-12-04 10:47:48 main:581] : INFO : Epoch 982 | loss: 0.000130188 | val_loss: 0.000142543 | Time: 1634.13 ms [2020-12-04 10:47:50 main:581] : INFO : Epoch 983 | loss: 0.000118749 | val_loss: 0.000129953 | Time: 1647.46 ms [2020-12-04 10:47:52 main:581] : INFO : Epoch 984 | loss: 0.000106669 | val_loss: 0.000125814 | Time: 1641.22 ms [2020-12-04 10:47:53 main:581] : INFO : Epoch 985 | loss: 0.000110907 | val_loss: 0.000150745 | Time: 1626.97 ms [2020-12-04 10:47:55 main:581] : INFO : Epoch 986 | loss: 0.000115782 | val_loss: 0.000126976 | Time: 1618.82 ms [2020-12-04 10:47:57 main:581] : INFO : Epoch 987 | loss: 0.000107222 | val_loss: 0.00013023 | Time: 1609.97 ms [2020-12-04 10:47:58 main:581] : INFO : Epoch 988 | loss: 0.000108315 | val_loss: 0.000129695 | Time: 1621.14 ms [2020-12-04 10:48:00 main:581] : INFO : Epoch 989 | loss: 0.000109551 | val_loss: 0.000128795 | Time: 1642.92 ms [2020-12-04 10:48:01 main:581] : INFO : Epoch 990 | loss: 0.000106709 | val_loss: 0.000136133 | Time: 1630.87 ms [2020-12-04 10:48:03 main:581] : INFO : Epoch 991 | loss: 0.000119959 | val_loss: 0.000132784 | Time: 1631.35 ms [2020-12-04 10:48:05 main:581] : INFO : Epoch 992 | loss: 0.000111324 | val_loss: 0.000134975 | Time: 1600.65 ms [2020-12-04 10:48:06 main:581] : INFO : Epoch 993 | loss: 0.000143081 | val_loss: 0.000136031 | Time: 1600.61 ms [2020-12-04 10:48:08 main:581] : INFO : Epoch 994 | loss: 0.000121289 | val_loss: 0.000133036 | Time: 1615.84 ms [2020-12-04 10:48:10 main:581] : INFO : Epoch 995 | loss: 0.000115125 | val_loss: 0.000138762 | Time: 1637.41 ms [2020-12-04 10:48:11 main:581] : INFO : Epoch 996 | loss: 0.000106368 | val_loss: 0.000123745 | Time: 1632.93 ms [2020-12-04 10:48:13 main:581] : INFO : Epoch 997 | loss: 0.000102095 | val_loss: 0.000122275 | Time: 1634.04 ms [2020-12-04 10:48:14 main:581] : INFO : Epoch 998 | loss: 0.000102486 | val_loss: 0.00012581 | Time: 1614.23 ms [2020-12-04 10:48:16 main:581] : INFO : Epoch 999 | loss: 0.000108312 | val_loss: 0.000141262 | Time: 1601.72 ms [2020-12-04 10:48:18 main:581] : INFO : Epoch 1000 | loss: 0.000132022 | val_loss: 0.000142295 | Time: 1603.41 ms [2020-12-04 10:48:19 main:581] : INFO : Epoch 1001 | loss: 0.000115713 | val_loss: 0.000129625 | Time: 1601.81 ms [2020-12-04 10:48:21 main:581] : INFO : Epoch 1002 | loss: 0.000108 | val_loss: 0.000128797 | Time: 1633.45 ms [2020-12-04 10:48:23 main:581] : INFO : Epoch 1003 | loss: 0.000109221 | val_loss: 0.000129515 | Time: 1632.81 ms [2020-12-04 10:48:24 main:581] : INFO : Epoch 1004 | loss: 0.000109508 | val_loss: 0.000125918 | Time: 1636.73 ms [2020-12-04 10:48:26 main:581] : INFO : Epoch 1005 | loss: 0.000107932 | val_loss: 0.000131617 | Time: 1632.66 ms [2020-12-04 10:48:27 main:581] : INFO : Epoch 1006 | loss: 0.000127742 | val_loss: 0.000129727 | Time: 1635.11 ms [2020-12-04 10:48:29 main:581] : INFO : Epoch 1007 | loss: 0.000108451 | val_loss: 0.000128029 | Time: 1604.21 ms [2020-12-04 10:48:31 main:581] : INFO : Epoch 1008 | loss: 0.000112929 | val_loss: 0.000136837 | Time: 1628.61 ms [2020-12-04 10:48:32 main:581] : INFO : Epoch 1009 | loss: 0.000118402 | val_loss: 0.000132128 | Time: 1604.66 ms [2020-12-04 10:48:34 main:581] : INFO : Epoch 1010 | loss: 0.000105023 | val_loss: 0.000126395 | Time: 1602.32 ms [2020-12-04 10:48:35 main:581] : INFO : Epoch 1011 | loss: 0.000124739 | val_loss: 0.000137645 | Time: 1621.63 ms [2020-12-04 10:48:37 main:581] : INFO : Epoch 1012 | loss: 0.000110226 | val_loss: 0.000125546 | Time: 1613.51 ms [2020-12-04 10:48:39 main:581] : INFO : Epoch 1013 | loss: 0.000107277 | val_loss: 0.000129555 | Time: 1620.67 ms [2020-12-04 10:48:40 main:581] : INFO : Epoch 1014 | loss: 0.000123092 | val_loss: 0.000141807 | Time: 1605.8 ms [2020-12-04 10:48:42 main:581] : INFO : Epoch 1015 | loss: 0.000110394 | val_loss: 0.000126914 | Time: 1605.7 ms [2020-12-04 10:48:44 main:581] : INFO : Epoch 1016 | loss: 0.000104728 | val_loss: 0.000124635 | Time: 1601.54 ms [2020-12-04 10:48:45 main:581] : INFO : Epoch 1017 | loss: 0.000110649 | val_loss: 0.000159096 | Time: 1625.55 ms [2020-12-04 10:48:47 main:581] : INFO : Epoch 1018 | loss: 0.000118193 | val_loss: 0.000127047 | Time: 1604.97 ms [2020-12-04 10:48:48 main:581] : INFO : Epoch 1019 | loss: 0.000110249 | val_loss: 0.00013831 | Time: 1600.89 ms [2020-12-04 10:48:50 main:581] : INFO : Epoch 1020 | loss: 0.000116621 | val_loss: 0.000137854 | Time: 1607.34 ms [2020-12-04 10:48:52 main:581] : INFO : Epoch 1021 | loss: 0.000117093 | val_loss: 0.000135631 | Time: 1611.63 ms [2020-12-04 10:48:53 main:581] : INFO : Epoch 1022 | loss: 0.000118347 | val_loss: 0.000127771 | Time: 1628.3 ms [2020-12-04 10:48:55 main:581] : INFO : Epoch 1023 | loss: 0.000105418 | val_loss: 0.000124847 | Time: 1617.9 ms [2020-12-04 10:48:56 main:581] : INFO : Epoch 1024 | loss: 0.000112681 | val_loss: 0.000173833 | Time: 1620.57 ms [2020-12-04 10:48:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000173833 [2020-12-04 10:48:56 main:610] : INFO : Saving end state to config to file [2020-12-04 10:48:56 main:615] : INFO : Success, exiting.. 10:48:56 (2002944): 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)