Task 3179633
| Name | EightBitModified-1605455611-1359-4_0 |
| Workunit | 1474582 |
| Created | 5 Dec 2020, 2:10:42 UTC |
| Sent | 6 Dec 2020, 13:31:37 UTC |
| Report deadline | 13 Dec 2020, 13:31:37 UTC |
| Received | 7 Dec 2020, 3:36:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 57 sec |
| CPU time | 27 min 54 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> 6 22:22:42 main:581] : INFO : Epoch 526 | loss: 0.000114667 | val_loss: 0.000119274 | Time: 1623.27 ms [2020-12-06 22:22:44 main:581] : INFO : Epoch 527 | loss: 0.00010392 | val_loss: 0.000116106 | Time: 1637.97 ms [2020-12-06 22:22:46 main:581] : INFO : Epoch 528 | loss: 0.000102683 | val_loss: 0.000115394 | Time: 1626.8 ms [2020-12-06 22:22:47 main:581] : INFO : Epoch 529 | loss: 0.000102257 | val_loss: 0.000115913 | Time: 1627.49 ms [2020-12-06 22:22:49 main:581] : INFO : Epoch 530 | loss: 0.000104828 | val_loss: 0.000138222 | Time: 1624.09 ms [2020-12-06 22:22:51 main:581] : INFO : Epoch 531 | loss: 0.000133612 | val_loss: 0.000124544 | Time: 1622.74 ms [2020-12-06 22:22:52 main:581] : INFO : Epoch 532 | loss: 0.000106542 | val_loss: 0.000117543 | Time: 1629.32 ms [2020-12-06 22:22:54 main:581] : INFO : Epoch 533 | loss: 0.000101944 | val_loss: 0.000114518 | Time: 1631.11 ms [2020-12-06 22:22:55 main:581] : INFO : Epoch 534 | loss: 0.000101414 | val_loss: 0.000116602 | Time: 1638.87 ms [2020-12-06 22:22:57 main:581] : INFO : Epoch 535 | loss: 0.000124311 | val_loss: 0.000258358 | Time: 1622.8 ms [2020-12-06 22:22:59 main:581] : INFO : Epoch 536 | loss: 0.000146537 | val_loss: 0.00013236 | Time: 1636 ms [2020-12-06 22:23:00 main:581] : INFO : Epoch 537 | loss: 0.000107971 | val_loss: 0.000119135 | Time: 1623.87 ms [2020-12-06 22:23:02 main:581] : INFO : Epoch 538 | loss: 0.000101518 | val_loss: 0.000116003 | Time: 1614.58 ms [2020-12-06 22:23:04 main:581] : INFO : Epoch 539 | loss: 9.98746e-05 | val_loss: 0.000114538 | Time: 1712.98 ms [2020-12-06 22:23:05 main:581] : INFO : Epoch 540 | loss: 0.000100332 | val_loss: 0.000121753 | Time: 1706.9 ms [2020-12-06 22:23:07 main:581] : INFO : Epoch 541 | loss: 0.000187705 | val_loss: 0.000170287 | Time: 1708.63 ms [2020-12-06 22:23:09 main:581] : INFO : Epoch 542 | loss: 0.000128135 | val_loss: 0.000131059 | Time: 1713.64 ms [2020-12-06 22:23:10 main:581] : INFO : Epoch 543 | loss: 0.000104125 | val_loss: 0.000116823 | Time: 1717.55 ms [2020-12-06 22:23:12 main:581] : INFO : Epoch 544 | loss: 9.91062e-05 | val_loss: 0.00011469 | Time: 1607.25 ms [2020-12-06 22:23:14 main:581] : INFO : Epoch 545 | loss: 9.94042e-05 | val_loss: 0.0001215 | Time: 1597.33 ms [2020-12-06 22:23:15 main:581] : INFO : Epoch 546 | loss: 0.000131654 | val_loss: 0.00012597 | Time: 1613.29 ms [2020-12-06 22:23:17 main:581] : INFO : Epoch 547 | loss: 0.000107696 | val_loss: 0.000117581 | Time: 1593.52 ms [2020-12-06 22:23:18 main:581] : INFO : Epoch 548 | loss: 9.94395e-05 | val_loss: 0.000114822 | Time: 1595.35 ms [2020-12-06 22:23:20 main:581] : INFO : Epoch 549 | loss: 0.000128683 | val_loss: 0.000120329 | Time: 1599.27 ms [2020-12-06 22:23:22 main:581] : INFO : Epoch 550 | loss: 0.00010833 | val_loss: 0.000115617 | Time: 1619.69 ms [2020-12-06 22:23:23 main:581] : INFO : Epoch 551 | loss: 9.98267e-05 | val_loss: 0.000115031 | Time: 1613.91 ms [2020-12-06 22:23:25 main:581] : INFO : Epoch 552 | loss: 9.84823e-05 | val_loss: 0.0001178 | Time: 1612.24 ms [2020-12-06 22:23:27 main:581] : INFO : Epoch 553 | loss: 0.000136975 | val_loss: 0.000125944 | Time: 1627.28 ms [2020-12-06 22:23:28 main:581] : INFO : Epoch 554 | loss: 0.000123449 | val_loss: 0.00012299 | Time: 1618.5 ms [2020-12-06 22:23:30 main:581] : INFO : Epoch 555 | loss: 0.000112368 | val_loss: 0.000121397 | Time: 1608.79 ms [2020-12-06 22:23:31 main:581] : INFO : Epoch 556 | loss: 0.000103624 | val_loss: 0.000116122 | Time: 1632.04 ms [2020-12-06 22:23:33 main:581] : INFO : Epoch 557 | loss: 9.8872e-05 | val_loss: 0.00011515 | Time: 1632.43 ms [2020-12-06 22:23:35 main:581] : INFO : Epoch 558 | loss: 0.000137073 | val_loss: 0.000129144 | Time: 1625.52 ms [2020-12-06 22:23:36 main:581] : INFO : Epoch 559 | loss: 0.000126758 | val_loss: 0.000134627 | Time: 1628.63 ms [2020-12-06 22:23:38 main:581] : INFO : Epoch 560 | loss: 0.000127835 | val_loss: 0.000132841 | Time: 1632.01 ms [2020-12-06 22:23:40 main:581] : INFO : Epoch 561 | loss: 0.000105223 | val_loss: 0.000121507 | Time: 1615.55 ms [2020-12-06 22:23:41 main:581] : INFO : Epoch 562 | loss: 0.000116149 | val_loss: 0.00011762 | Time: 1616.93 ms [2020-12-06 22:23:43 main:581] : INFO : Epoch 563 | loss: 0.00010782 | val_loss: 0.000120722 | Time: 1613.43 ms [2020-12-06 22:23:44 main:581] : INFO : Epoch 564 | loss: 0.000108744 | val_loss: 0.000121021 | Time: 1629.56 ms [2020-12-06 22:23:46 main:581] : INFO : Epoch 565 | loss: 0.000103963 | val_loss: 0.000118487 | Time: 1625.56 ms [2020-12-06 22:23:48 main:581] : INFO : Epoch 566 | loss: 0.000137045 | val_loss: 0.000169269 | Time: 1628.62 ms [2020-12-06 22:23:49 main:581] : INFO : Epoch 567 | loss: 0.0001449 | val_loss: 0.000129342 | Time: 1633.24 ms [2020-12-06 22:23:51 main:581] : INFO : Epoch 568 | loss: 0.000114907 | val_loss: 0.000124017 | Time: 1624.11 ms [2020-12-06 22:23:53 main:581] : INFO : Epoch 569 | loss: 0.000104661 | val_loss: 0.000117918 | Time: 1632.86 ms [2020-12-06 22:23:54 main:581] : INFO : Epoch 570 | loss: 0.000129523 | val_loss: 0.000157177 | Time: 1622.12 ms [2020-12-06 22:23:56 main:581] : INFO : Epoch 571 | loss: 0.000117619 | val_loss: 0.000123787 | Time: 1625.7 ms [2020-12-06 22:23:57 main:581] : INFO : Epoch 572 | loss: 0.000102603 | val_loss: 0.000117286 | Time: 1630 ms [2020-12-06 22:23:59 main:581] : INFO : Epoch 573 | loss: 0.000106808 | val_loss: 0.00014472 | Time: 1621.67 ms [2020-12-06 22:24:01 main:581] : INFO : Epoch 574 | loss: 0.000168467 | val_loss: 0.000163959 | Time: 1620.71 ms [2020-12-06 22:24:02 main:581] : INFO : Epoch 575 | loss: 0.000118551 | val_loss: 0.000122771 | Time: 1607.56 ms [2020-12-06 22:24:04 main:581] : INFO : Epoch 576 | loss: 0.000101946 | val_loss: 0.000115885 | Time: 1604.62 ms [2020-12-06 22:24:06 main:581] : INFO : Epoch 577 | loss: 0.000113097 | val_loss: 0.000190397 | Time: 1612.05 ms [2020-12-06 22:24:07 main:581] : INFO : Epoch 578 | loss: 0.000142277 | val_loss: 0.000122377 | Time: 1641.3 ms [2020-12-06 22:24:09 main:581] : INFO : Epoch 579 | loss: 0.000104613 | val_loss: 0.000122089 | Time: 1653.06 ms [2020-12-06 22:24:10 main:581] : INFO : Epoch 580 | loss: 0.000128286 | val_loss: 0.000133086 | Time: 1634.72 ms [2020-12-06 22:24:12 main:581] : INFO : Epoch 581 | loss: 0.000115579 | val_loss: 0.000125996 | Time: 1643.63 ms [2020-12-06 22:24:14 main:581] : INFO : Epoch 582 | loss: 0.000130824 | val_loss: 0.000139999 | Time: 1661.47 ms [2020-12-06 22:24:15 main:581] : INFO : Epoch 583 | loss: 0.000124178 | val_loss: 0.000126198 | Time: 1673.45 ms [2020-12-06 22:24:17 main:581] : INFO : Epoch 584 | loss: 0.000105306 | val_loss: 0.000124102 | Time: 1677.8 ms [2020-12-06 22:24:19 main:581] : INFO : Epoch 585 | loss: 0.000114394 | val_loss: 0.000127654 | Time: 1653.55 ms [2020-12-06 22:24:20 main:581] : INFO : Epoch 586 | loss: 0.000116526 | val_loss: 0.000219402 | Time: 1667.92 ms [2020-12-06 22:24:22 main:581] : INFO : Epoch 587 | loss: 0.000154187 | val_loss: 0.000141073 | Time: 1642.02 ms [2020-12-06 22:24:24 main:581] : INFO : Epoch 588 | loss: 0.000152919 | val_loss: 0.000175669 | Time: 1665.51 ms [2020-12-06 22:24:25 main:581] : INFO : Epoch 589 | loss: 0.000128 | val_loss: 0.000117536 | Time: 1681.05 ms [2020-12-06 22:24:27 main:581] : INFO : Epoch 590 | loss: 0.000104261 | val_loss: 0.000121622 | Time: 1663.39 ms [2020-12-06 22:24:29 main:581] : INFO : Epoch 591 | loss: 0.000113893 | val_loss: 0.000144935 | Time: 1670.66 ms [2020-12-06 22:24:30 main:581] : INFO : Epoch 592 | loss: 0.000113737 | val_loss: 0.00012015 | Time: 1673.45 ms [2020-12-06 22:24:32 main:581] : INFO : Epoch 593 | loss: 0.000100215 | val_loss: 0.000115764 | Time: 1706.92 ms [2020-12-06 22:24:34 main:581] : INFO : Epoch 594 | loss: 0.000124473 | val_loss: 0.000212995 | Time: 1653.84 ms [2020-12-06 22:24:35 main:581] : INFO : Epoch 595 | loss: 0.000142202 | val_loss: 0.000159033 | Time: 1676.75 ms [2020-12-06 22:24:37 main:581] : INFO : Epoch 596 | loss: 0.000121161 | val_loss: 0.000129571 | Time: 1624.79 ms [2020-12-06 22:24:39 main:581] : INFO : Epoch 597 | loss: 0.00012563 | val_loss: 0.000121614 | Time: 1646.35 ms [2020-12-06 22:24:40 main:581] : INFO : Epoch 598 | loss: 0.000104464 | val_loss: 0.000114533 | Time: 1646.06 ms [2020-12-06 22:24:42 main:581] : INFO : Epoch 599 | loss: 0.000106435 | val_loss: 0.000132095 | Time: 1694.13 ms [2020-12-06 22:24:44 main:581] : INFO : Epoch 600 | loss: 0.000152748 | val_loss: 0.000157775 | Time: 1680.5 ms [2020-12-06 22:24:45 main:581] : INFO : Epoch 601 | loss: 0.000159968 | val_loss: 0.000190463 | Time: 1655.38 ms [2020-12-06 22:24:47 main:581] : INFO : Epoch 602 | loss: 0.000123979 | val_loss: 0.000121345 | Time: 1638.83 ms [2020-12-06 22:24:49 main:581] : INFO : Epoch 603 | loss: 0.000103202 | val_loss: 0.00011596 | Time: 1620.58 ms [2020-12-06 22:24:50 main:581] : INFO : Epoch 604 | loss: 0.000134589 | val_loss: 0.000209049 | Time: 1631.28 ms [2020-12-06 22:24:52 main:581] : INFO : Epoch 605 | loss: 0.000127141 | val_loss: 0.000131395 | Time: 1615.4 ms [2020-12-06 22:24:54 main:581] : INFO : Epoch 606 | loss: 0.000102918 | val_loss: 0.000115548 | Time: 1632.29 ms [2020-12-06 22:24:55 main:581] : INFO : Epoch 607 | loss: 0.000100875 | val_loss: 0.000128174 | Time: 1628.58 ms [2020-12-06 22:24:57 main:581] : INFO : Epoch 608 | loss: 0.000151647 | val_loss: 0.000151153 | Time: 1611.51 ms [2020-12-06 22:24:58 main:581] : INFO : Epoch 609 | loss: 0.000124559 | val_loss: 0.000124318 | Time: 1604.48 ms [2020-12-06 22:25:00 main:581] : INFO : Epoch 610 | loss: 0.00010532 | val_loss: 0.000115197 | Time: 1630.74 ms [2020-12-06 22:25:02 main:581] : INFO : Epoch 611 | loss: 0.000109933 | val_loss: 0.0001794 | Time: 1715.14 ms [2020-12-06 22:25:03 main:581] : INFO : Epoch 612 | loss: 0.000165889 | val_loss: 0.000155515 | Time: 1710.04 ms [2020-12-06 22:25:05 main:581] : INFO : Epoch 613 | loss: 0.000131705 | val_loss: 0.000128847 | Time: 1707.42 ms [2020-12-06 22:25:07 main:581] : INFO : Epoch 614 | loss: 0.000108864 | val_loss: 0.000118218 | Time: 1722.17 ms [2020-12-06 22:25:09 main:581] : INFO : Epoch 615 | loss: 9.94289e-05 | val_loss: 0.000116574 | Time: 1716.14 ms [2020-12-06 22:25:10 main:581] : INFO : Epoch 616 | loss: 0.00014404 | val_loss: 0.000160749 | Time: 1715.54 ms [2020-12-06 22:25:12 main:581] : INFO : Epoch 617 | loss: 0.000132977 | val_loss: 0.000126053 | Time: 1629.91 ms [2020-12-06 22:25:14 main:581] : INFO : Epoch 618 | loss: 0.000106938 | val_loss: 0.000124518 | Time: 1663.09 ms [2020-12-06 22:25:15 main:581] : INFO : Epoch 619 | loss: 0.000179874 | val_loss: 0.000211261 | Time: 1641.5 ms [2020-12-06 22:25:17 main:581] : INFO : Epoch 620 | loss: 0.000130381 | val_loss: 0.000118276 | Time: 1651.63 ms [2020-12-06 22:25:19 main:581] : INFO : Epoch 621 | loss: 0.00010542 | val_loss: 0.000123534 | Time: 1634.07 ms [2020-12-06 22:25:20 main:581] : INFO : Epoch 622 | loss: 0.000110983 | val_loss: 0.000116147 | Time: 1622.23 ms [2020-12-06 22:25:22 main:581] : INFO : Epoch 623 | loss: 0.000105532 | val_loss: 0.000124142 | Time: 1645.52 ms [2020-12-06 22:25:23 main:581] : INFO : Epoch 624 | loss: 0.000133435 | val_loss: 0.000163204 | Time: 1632.85 ms [2020-12-06 22:25:25 main:581] : INFO : Epoch 625 | loss: 0.000130506 | val_loss: 0.000132234 | Time: 1638.69 ms [2020-12-06 22:25:27 main:581] : INFO : Epoch 626 | loss: 0.000108564 | val_loss: 0.000117386 | Time: 1646.44 ms [2020-12-06 22:25:28 main:581] : INFO : Epoch 627 | loss: 0.000107955 | val_loss: 0.00013014 | Time: 1629.97 ms [2020-12-06 22:25:30 main:581] : INFO : Epoch 628 | loss: 0.000128842 | val_loss: 0.000159062 | Time: 1679.64 ms [2020-12-06 22:25:32 main:581] : INFO : Epoch 629 | loss: 0.000164578 | val_loss: 0.000145168 | Time: 1662.01 ms [2020-12-06 22:25:33 main:581] : INFO : Epoch 630 | loss: 0.000124539 | val_loss: 0.000138852 | Time: 1639.39 ms [2020-12-06 22:25:35 main:581] : INFO : Epoch 631 | loss: 0.00011764 | val_loss: 0.000117188 | Time: 1672.8 ms [2020-12-06 22:25:37 main:581] : INFO : Epoch 632 | loss: 0.000103465 | val_loss: 0.000118498 | Time: 1654.01 ms [2020-12-06 22:25:38 main:581] : INFO : Epoch 633 | loss: 0.000125578 | val_loss: 0.000170562 | Time: 1665.53 ms [2020-12-06 22:25:40 main:581] : INFO : Epoch 634 | loss: 0.000123223 | val_loss: 0.000150384 | Time: 1647.73 ms [2020-12-06 22:25:42 main:581] : INFO : Epoch 635 | loss: 0.000131665 | val_loss: 0.00015988 | Time: 1645.1 ms [2020-12-06 22:25:43 main:581] : INFO : Epoch 636 | loss: 0.000142219 | val_loss: 0.000126673 | Time: 1657.87 ms [2020-12-06 22:25:45 main:581] : INFO : Epoch 637 | loss: 0.000106765 | val_loss: 0.000122458 | Time: 1651.41 ms [2020-12-06 22:25:47 main:581] : INFO : Epoch 638 | loss: 0.000119529 | val_loss: 0.000151207 | Time: 1653.09 ms [2020-12-06 22:25:48 main:581] : INFO : Epoch 639 | loss: 0.000146891 | val_loss: 0.000150317 | Time: 1653.18 ms [2020-12-06 22:25:50 main:581] : INFO : Epoch 640 | loss: 0.000120232 | val_loss: 0.000120723 | Time: 1653.58 ms [2020-12-06 22:25:52 main:581] : INFO : Epoch 641 | loss: 0.000102349 | val_loss: 0.000118933 | Time: 1667.37 ms [2020-12-06 22:25:53 main:581] : INFO : Epoch 642 | loss: 0.000129455 | val_loss: 0.000175826 | Time: 1651.77 ms [2020-12-06 22:25:55 main:581] : INFO : Epoch 643 | loss: 0.000158596 | val_loss: 0.000189821 | Time: 1657.12 ms [2020-12-06 22:25:56 main:581] : INFO : Epoch 644 | loss: 0.000130546 | val_loss: 0.000119722 | Time: 1641.6 ms [2020-12-06 22:25:58 main:581] : INFO : Epoch 645 | loss: 0.000104479 | val_loss: 0.000117111 | Time: 1626.25 ms [2020-12-06 22:26:00 main:581] : INFO : Epoch 646 | loss: 0.00013391 | val_loss: 0.000141243 | Time: 1632.76 ms [2020-12-06 22:26:01 main:581] : INFO : Epoch 647 | loss: 0.000117935 | val_loss: 0.000125577 | Time: 1643.09 ms [2020-12-06 22:26:03 main:581] : INFO : Epoch 648 | loss: 0.000110514 | val_loss: 0.000138201 | Time: 1667.46 ms [2020-12-06 22:26:05 main:581] : INFO : Epoch 649 | loss: 0.00012486 | val_loss: 0.000138174 | Time: 1668.76 ms [2020-12-06 22:26:06 main:581] : INFO : Epoch 650 | loss: 0.000109408 | val_loss: 0.000114357 | Time: 1666.46 ms [2020-12-06 22:26:08 main:581] : INFO : Epoch 651 | loss: 0.000101478 | val_loss: 0.000127439 | Time: 1652.27 ms [2020-12-06 22:26:10 main:581] : INFO : Epoch 652 | loss: 0.000199427 | val_loss: 0.000206752 | Time: 1644.61 ms [2020-12-06 22:26:11 main:581] : INFO : Epoch 653 | loss: 0.000170318 | val_loss: 0.000135341 | Time: 1666.42 ms [2020-12-06 22:26:13 main:581] : INFO : Epoch 654 | loss: 0.000120476 | val_loss: 0.000135209 | Time: 1678.7 ms [2020-12-06 22:26:15 main:581] : INFO : Epoch 655 | loss: 0.000122959 | val_loss: 0.000116735 | Time: 1692.36 ms [2020-12-06 22:26:16 main:581] : INFO : Epoch 656 | loss: 0.000111402 | val_loss: 0.000165489 | Time: 1676.76 ms [2020-12-06 22:26:18 main:581] : INFO : Epoch 657 | loss: 0.000149419 | val_loss: 0.000133172 | Time: 1654.87 ms [2020-12-06 22:26:20 main:581] : INFO : Epoch 658 | loss: 0.000107076 | val_loss: 0.000114405 | Time: 1670.03 ms [2020-12-06 22:26:21 main:581] : INFO : Epoch 659 | loss: 9.85519e-05 | val_loss: 0.000113646 | Time: 1684.69 ms [2020-12-06 22:26:23 main:581] : INFO : Epoch 660 | loss: 9.74779e-05 | val_loss: 0.000115713 | Time: 1671.89 ms [2020-12-06 22:26:25 main:581] : INFO : Epoch 661 | loss: 0.000159734 | val_loss: 0.00018835 | Time: 1657.39 ms [2020-12-06 22:26:26 main:581] : INFO : Epoch 662 | loss: 0.000148466 | val_loss: 0.00013471 | Time: 1605.47 ms [2020-12-06 22:26:28 main:581] : INFO : Epoch 663 | loss: 0.000109573 | val_loss: 0.000119128 | Time: 1615.06 ms [2020-12-06 22:26:30 main:581] : INFO : Epoch 664 | loss: 0.000129383 | val_loss: 0.00012925 | Time: 1606.41 ms [2020-12-06 22:26:31 main:581] : INFO : Epoch 665 | loss: 0.000111817 | val_loss: 0.000117647 | Time: 1620.62 ms [2020-12-06 22:26:33 main:581] : INFO : Epoch 666 | loss: 0.000100405 | val_loss: 0.000116534 | Time: 1632.48 ms [2020-12-06 22:26:34 main:581] : INFO : Epoch 667 | loss: 0.00013209 | val_loss: 0.000176416 | Time: 1658.02 ms [2020-12-06 22:26:36 main:581] : INFO : Epoch 668 | loss: 0.00012465 | val_loss: 0.0001409 | Time: 1601.25 ms [2020-12-06 22:26:38 main:581] : INFO : Epoch 669 | loss: 0.000120202 | val_loss: 0.000153422 | Time: 1611.44 ms [2020-12-06 22:26:39 main:581] : INFO : Epoch 670 | loss: 0.000143185 | val_loss: 0.000143902 | Time: 1636.55 ms [2020-12-06 22:26:41 main:581] : INFO : Epoch 671 | loss: 0.000114145 | val_loss: 0.000138333 | Time: 1663.72 ms [2020-12-06 22:26:43 main:581] : INFO : Epoch 672 | loss: 0.000121497 | val_loss: 0.000140297 | Time: 1631.17 ms [2020-12-06 22:26:44 main:581] : INFO : Epoch 673 | loss: 0.000113108 | val_loss: 0.000127488 | Time: 1661.42 ms [2020-12-06 22:26:46 main:581] : INFO : Epoch 674 | loss: 0.000119393 | val_loss: 0.000136252 | Time: 1607.72 ms [2020-12-06 22:26:48 main:581] : INFO : Epoch 675 | loss: 0.000127706 | val_loss: 0.000129543 | Time: 1635.85 ms [2020-12-06 22:26:49 main:581] : INFO : Epoch 676 | loss: 0.000134848 | val_loss: 0.000127543 | Time: 1600.23 ms [2020-12-06 22:26:51 main:581] : INFO : Epoch 677 | loss: 0.000122023 | val_loss: 0.000144758 | Time: 1634.93 ms [2020-12-06 22:26:52 main:581] : INFO : Epoch 678 | loss: 0.000126216 | val_loss: 0.00014669 | Time: 1616 ms [2020-12-06 22:26:54 main:581] : INFO : Epoch 679 | loss: 0.00011596 | val_loss: 0.000118098 | Time: 1618.86 ms [2020-12-06 22:26:56 main:581] : INFO : Epoch 680 | loss: 0.000118072 | val_loss: 0.00020394 | Time: 1623.04 ms [2020-12-06 22:26:57 main:581] : INFO : Epoch 681 | loss: 0.000167862 | val_loss: 0.000148893 | Time: 1611.44 ms [2020-12-06 22:26:59 main:581] : INFO : Epoch 682 | loss: 0.000124572 | val_loss: 0.000163993 | Time: 1609.3 ms [2020-12-06 22:27:00 main:581] : INFO : Epoch 683 | loss: 0.000121594 | val_loss: 0.000124017 | Time: 1613.69 ms [2020-12-06 22:27:02 main:581] : INFO : Epoch 684 | loss: 0.000103561 | val_loss: 0.000115742 | Time: 1619.77 ms [2020-12-06 22:27:04 main:581] : INFO : Epoch 685 | loss: 0.000104399 | val_loss: 0.000138941 | Time: 1607.9 ms [2020-12-06 22:27:05 main:581] : INFO : Epoch 686 | loss: 0.000158932 | val_loss: 0.000192886 | Time: 1611.63 ms [2020-12-06 22:27:07 main:581] : INFO : Epoch 687 | loss: 0.00014014 | val_loss: 0.000132241 | Time: 1619 ms [2020-12-06 22:27:09 main:581] : INFO : Epoch 688 | loss: 0.000105456 | val_loss: 0.000118625 | Time: 1639.63 ms [2020-12-06 22:27:10 main:581] : INFO : Epoch 689 | loss: 0.000135619 | val_loss: 0.000161059 | Time: 1630.27 ms [2020-12-06 22:27:12 main:581] : INFO : Epoch 690 | loss: 0.000128914 | val_loss: 0.00014495 | Time: 1620.62 ms [2020-12-06 22:27:13 main:581] : INFO : Epoch 691 | loss: 0.00011415 | val_loss: 0.000117174 | Time: 1621.67 ms [2020-12-06 22:27:15 main:581] : INFO : Epoch 692 | loss: 0.000110615 | val_loss: 0.000152093 | Time: 1624.14 ms [2020-12-06 22:27:17 main:581] : INFO : Epoch 693 | loss: 0.000133893 | val_loss: 0.000146767 | Time: 1627.92 ms [2020-12-06 22:27:18 main:581] : INFO : Epoch 694 | loss: 0.000119158 | val_loss: 0.000141532 | Time: 1637.63 ms [2020-12-06 22:27:20 main:581] : INFO : Epoch 695 | loss: 0.000141463 | val_loss: 0.000138007 | Time: 1620.92 ms [2020-12-06 22:27:22 main:581] : INFO : Epoch 696 | loss: 0.000116732 | val_loss: 0.000128925 | Time: 1620.58 ms [2020-12-06 22:27:23 main:581] : INFO : Epoch 697 | loss: 0.000134351 | val_loss: 0.000150274 | Time: 1620.12 ms [2020-12-06 22:27:25 main:581] : INFO : Epoch 698 | loss: 0.000119622 | val_loss: 0.000118075 | Time: 1627.67 ms [2020-12-06 22:27:26 main:581] : INFO : Epoch 699 | loss: 0.00011124 | val_loss: 0.000130775 | Time: 1611.25 ms [2020-12-06 22:27:28 main:581] : INFO : Epoch 700 | loss: 0.000125508 | val_loss: 0.000148931 | Time: 1603.17 ms [2020-12-06 22:27:30 main:581] : INFO : Epoch 701 | loss: 0.000142569 | val_loss: 0.000165756 | Time: 1620.62 ms [2020-12-06 22:27:31 main:581] : INFO : Epoch 702 | loss: 0.000139175 | val_loss: 0.000133414 | Time: 1608.03 ms [2020-12-06 22:27:33 main:581] : INFO : Epoch 703 | loss: 0.000107664 | val_loss: 0.000122416 | Time: 1607.47 ms [2020-12-06 22:27:34 main:581] : INFO : Epoch 704 | loss: 0.000107594 | val_loss: 0.00012809 | Time: 1598.62 ms [2020-12-06 22:27:36 main:581] : INFO : Epoch 705 | loss: 0.000121987 | val_loss: 0.000133158 | Time: 1598.14 ms [2020-12-06 22:27:38 main:581] : INFO : Epoch 706 | loss: 0.000128964 | val_loss: 0.000139708 | Time: 1613.33 ms [2020-12-06 22:27:39 main:581] : INFO : Epoch 707 | loss: 0.000135673 | val_loss: 0.000134101 | Time: 1604.93 ms [2020-12-06 22:27:41 main:581] : INFO : Epoch 708 | loss: 0.000120188 | val_loss: 0.000151777 | Time: 1610.71 ms [2020-12-06 22:27:43 main:581] : INFO : Epoch 709 | loss: 0.000132804 | val_loss: 0.00014491 | Time: 1606.77 ms [2020-12-06 22:27:44 main:581] : INFO : Epoch 710 | loss: 0.000124232 | val_loss: 0.000120743 | Time: 1626.44 ms [2020-12-06 22:27:46 main:581] : INFO : Epoch 711 | loss: 0.000103989 | val_loss: 0.000119101 | Time: 1644.49 ms [2020-12-06 22:27:47 main:581] : INFO : Epoch 712 | loss: 0.000127353 | val_loss: 0.000146504 | Time: 1616.34 ms [2020-12-06 22:27:49 main:581] : INFO : Epoch 713 | loss: 0.000143195 | val_loss: 0.000150295 | Time: 1617.15 ms [2020-12-06 22:27:51 main:581] : INFO : Epoch 714 | loss: 0.00014151 | val_loss: 0.000143484 | Time: 1625.14 ms [2020-12-06 22:27:52 main:581] : INFO : Epoch 715 | loss: 0.000133134 | val_loss: 0.000125819 | Time: 1615.56 ms [2020-12-06 22:27:54 main:581] : INFO : Epoch 716 | loss: 0.000103127 | val_loss: 0.000115557 | Time: 1624.25 ms [2020-12-06 22:27:55 main:581] : INFO : Epoch 717 | loss: 0.000101864 | val_loss: 0.000130477 | Time: 1606.61 ms [2020-12-06 22:27:57 main:581] : INFO : Epoch 718 | loss: 0.000159235 | val_loss: 0.000188984 | Time: 1627.96 ms [2020-12-06 22:27:59 main:581] : INFO : Epoch 719 | loss: 0.0001335 | val_loss: 0.000128847 | Time: 1622.85 ms [2020-12-06 22:28:00 main:581] : INFO : Epoch 720 | loss: 0.000120702 | val_loss: 0.000155082 | Time: 1625.79 ms [2020-12-06 22:28:02 main:581] : INFO : Epoch 721 | loss: 0.000122053 | val_loss: 0.000132509 | Time: 1629.78 ms [2020-12-06 22:28:04 main:581] : INFO : Epoch 722 | loss: 0.000140286 | val_loss: 0.000129476 | Time: 1629.83 ms [2020-12-06 22:28:05 main:581] : INFO : Epoch 723 | loss: 0.000115084 | val_loss: 0.000122989 | Time: 1626 ms [2020-12-06 22:28:07 main:581] : INFO : Epoch 724 | loss: 0.000116907 | val_loss: 0.000139931 | Time: 1649.79 ms [2020-12-06 22:28:09 main:581] : INFO : Epoch 725 | loss: 0.000114984 | val_loss: 0.000118241 | Time: 1632.69 ms [2020-12-06 22:28:10 main:581] : INFO : Epoch 726 | loss: 0.000141892 | val_loss: 0.000231347 | Time: 1633.83 ms [2020-12-06 22:28:12 main:581] : INFO : Epoch 727 | loss: 0.000147666 | val_loss: 0.000154994 | Time: 1609.51 ms [2020-12-06 22:28:13 main:581] : INFO : Epoch 728 | loss: 0.000123644 | val_loss: 0.000132421 | Time: 1615.42 ms [2020-12-06 22:28:15 main:581] : INFO : Epoch 729 | loss: 0.000103178 | val_loss: 0.000113158 | Time: 1625.55 ms [2020-12-06 22:28:17 main:581] : INFO : Epoch 730 | loss: 0.000105889 | val_loss: 0.000176741 | Time: 1614.66 ms [2020-12-06 22:28:18 main:581] : INFO : Epoch 731 | loss: 0.000158739 | val_loss: 0.000142488 | Time: 1616.7 ms [2020-12-06 22:28:20 main:581] : INFO : Epoch 732 | loss: 0.000115353 | val_loss: 0.000130023 | Time: 1619.18 ms [2020-12-06 22:28:22 main:581] : INFO : Epoch 733 | loss: 0.00013023 | val_loss: 0.000138832 | Time: 1640.15 ms [2020-12-06 22:28:23 main:581] : INFO : Epoch 734 | loss: 0.000136808 | val_loss: 0.000156078 | Time: 1673.08 ms [2020-12-06 22:28:25 main:581] : INFO : Epoch 735 | loss: 0.000121492 | val_loss: 0.000121719 | Time: 1647.4 ms [2020-12-06 22:28:26 main:581] : INFO : Epoch 736 | loss: 0.000102899 | val_loss: 0.000114776 | Time: 1643.1 ms [2020-12-06 22:28:28 main:581] : INFO : Epoch 737 | loss: 0.000110935 | val_loss: 0.000168779 | Time: 1645.8 ms [2020-12-06 22:28:30 main:581] : INFO : Epoch 738 | loss: 0.000166564 | val_loss: 0.00015118 | Time: 1672.86 ms [2020-12-06 22:28:31 main:581] : INFO : Epoch 739 | loss: 0.000116663 | val_loss: 0.000123047 | Time: 1680.69 ms [2020-12-06 22:28:33 main:581] : INFO : Epoch 740 | loss: 0.000104712 | val_loss: 0.000129035 | Time: 1718.73 ms [2020-12-06 22:28:35 main:581] : INFO : Epoch 741 | loss: 0.000141013 | val_loss: 0.000166448 | Time: 1712.98 ms [2020-12-06 22:28:37 main:581] : INFO : Epoch 742 | loss: 0.000155003 | val_loss: 0.000135559 | Time: 1686.94 ms [2020-12-06 22:28:38 main:581] : INFO : Epoch 743 | loss: 0.000113146 | val_loss: 0.00011802 | Time: 1716.35 ms [2020-12-06 22:28:40 main:581] : INFO : Epoch 744 | loss: 0.000100281 | val_loss: 0.000118414 | Time: 1710.12 ms [2020-12-06 22:28:42 main:581] : INFO : Epoch 745 | loss: 0.000129513 | val_loss: 0.000135178 | Time: 1698.35 ms [2020-12-06 22:28:43 main:581] : INFO : Epoch 746 | loss: 0.000142357 | val_loss: 0.000132097 | Time: 1721.34 ms [2020-12-06 22:28:45 main:581] : INFO : Epoch 747 | loss: 0.000117736 | val_loss: 0.000121916 | Time: 1702.49 ms [2020-12-06 22:28:47 main:581] : INFO : Epoch 748 | loss: 0.000103649 | val_loss: 0.00011788 | Time: 1709 ms [2020-12-06 22:28:49 main:581] : INFO : Epoch 749 | loss: 0.000102432 | val_loss: 0.00012263 | Time: 1704.34 ms [2020-12-06 22:28:50 main:581] : INFO : Epoch 750 | loss: 0.00018302 | val_loss: 0.000189384 | Time: 1698.13 ms [2020-12-06 22:28:52 main:581] : INFO : Epoch 751 | loss: 0.000135704 | val_loss: 0.00013984 | Time: 1723.08 ms [2020-12-06 22:28:54 main:581] : INFO : Epoch 752 | loss: 0.000137534 | val_loss: 0.000127025 | Time: 1716.91 ms [2020-12-06 22:28:55 main:581] : INFO : Epoch 753 | loss: 0.000122133 | val_loss: 0.000125351 | Time: 1723.33 ms [2020-12-06 22:28:57 main:581] : INFO : Epoch 754 | loss: 0.000102784 | val_loss: 0.000115457 | Time: 1704.62 ms [2020-12-06 22:28:59 main:581] : INFO : Epoch 755 | loss: 9.95526e-05 | val_loss: 0.00011344 | Time: 1723.24 ms [2020-12-06 22:29:01 main:581] : INFO : Epoch 756 | loss: 0.000129474 | val_loss: 0.000288015 | Time: 1686.41 ms [2020-12-06 22:29:02 main:581] : INFO : Epoch 757 | loss: 0.000186271 | val_loss: 0.000155855 | Time: 1717.91 ms [2020-12-06 22:29:04 main:581] : INFO : Epoch 758 | loss: 0.000121936 | val_loss: 0.000125467 | Time: 1660.98 ms [2020-12-06 22:29:06 main:581] : INFO : Epoch 759 | loss: 0.000104486 | val_loss: 0.000121582 | Time: 1637.81 ms [2020-12-06 22:29:07 main:581] : INFO : Epoch 760 | loss: 0.000137838 | val_loss: 0.000119001 | Time: 1628.55 ms [2020-12-06 22:29:09 main:581] : INFO : Epoch 761 | loss: 0.00011125 | val_loss: 0.000121556 | Time: 1621.72 ms [2020-12-06 22:29:10 main:581] : INFO : Epoch 762 | loss: 0.000113235 | val_loss: 0.000116274 | Time: 1622.01 ms [2020-12-06 22:29:12 main:581] : INFO : Epoch 763 | loss: 0.000110077 | val_loss: 0.000131048 | Time: 1638.42 ms [2020-12-06 22:29:14 main:581] : INFO : Epoch 764 | loss: 0.00010864 | val_loss: 0.00014334 | Time: 1627.16 ms [2020-12-06 22:29:15 main:581] : INFO : Epoch 765 | loss: 0.000134194 | val_loss: 0.000123987 | Time: 1640.02 ms [2020-12-06 22:29:17 main:581] : INFO : Epoch 766 | loss: 0.000133459 | val_loss: 0.000134676 | Time: 1678.82 ms [2020-12-06 22:29:19 main:581] : INFO : Epoch 767 | loss: 0.000122552 | val_loss: 0.000161997 | Time: 1665.8 ms [2020-12-06 22:29:20 main:581] : INFO : Epoch 768 | loss: 0.000129685 | val_loss: 0.000124294 | Time: 1659.84 ms [2020-12-06 22:29:22 main:581] : INFO : Epoch 769 | loss: 0.000112642 | val_loss: 0.000119894 | Time: 1687.35 ms [2020-12-06 22:29:24 main:581] : INFO : Epoch 770 | loss: 0.000104144 | val_loss: 0.000124048 | Time: 1695.88 ms [2020-12-06 22:29:25 main:581] : INFO : Epoch 771 | loss: 0.000116946 | val_loss: 0.000137237 | Time: 1657.95 ms [2020-12-06 22:29:27 main:581] : INFO : Epoch 772 | loss: 0.000156132 | val_loss: 0.000149963 | Time: 1679.3 ms [2020-12-06 22:29:29 main:581] : INFO : Epoch 773 | loss: 0.000132701 | val_loss: 0.000126351 | Time: 1653.21 ms [2020-12-06 22:29:30 main:581] : INFO : Epoch 774 | loss: 0.000114285 | val_loss: 0.000164891 | Time: 1653.67 ms [2020-12-06 22:29:32 main:581] : INFO : Epoch 775 | loss: 0.00013538 | val_loss: 0.000130738 | Time: 1626.92 ms [2020-12-06 22:29:34 main:581] : INFO : Epoch 776 | loss: 0.000117706 | val_loss: 0.000121167 | Time: 1679.68 ms [2020-12-06 22:29:35 main:581] : INFO : Epoch 777 | loss: 0.000104231 | val_loss: 0.000115561 | Time: 1659.8 ms [2020-12-06 22:29:37 main:581] : INFO : Epoch 778 | loss: 0.000126059 | val_loss: 0.000214472 | Time: 1653.65 ms [2020-12-06 22:29:39 main:581] : INFO : Epoch 779 | loss: 0.00014488 | val_loss: 0.000133455 | Time: 1677.96 ms [2020-12-06 22:29:40 main:581] : INFO : Epoch 780 | loss: 0.000110443 | val_loss: 0.000128854 | Time: 1640.95 ms [2020-12-06 22:29:42 main:581] : INFO : Epoch 781 | loss: 0.000127928 | val_loss: 0.000121383 | Time: 1659.38 ms [2020-12-06 22:29:44 main:581] : INFO : Epoch 782 | loss: 0.000109332 | val_loss: 0.000117808 | Time: 1667.72 ms [2020-12-06 22:29:45 main:581] : INFO : Epoch 783 | loss: 0.000116111 | val_loss: 0.000191613 | Time: 1678.24 ms [2020-12-06 22:29:47 main:581] : INFO : Epoch 784 | loss: 0.000131989 | val_loss: 0.000197433 | Time: 1644.07 ms [2020-12-06 22:29:49 main:581] : INFO : Epoch 785 | loss: 0.000172124 | val_loss: 0.000182802 | Time: 1653.55 ms [2020-12-06 22:29:50 main:581] : INFO : Epoch 786 | loss: 0.000123463 | val_loss: 0.000129671 | Time: 1639.71 ms [2020-12-06 22:29:52 main:581] : INFO : Epoch 787 | loss: 0.000105838 | val_loss: 0.000116943 | Time: 1642.67 ms [2020-12-06 22:29:54 main:581] : INFO : Epoch 788 | loss: 9.89102e-05 | val_loss: 0.000116274 | Time: 1653.1 ms [2020-12-06 22:29:55 main:581] : INFO : Epoch 789 | loss: 0.00013296 | val_loss: 0.000153849 | Time: 1659.25 ms [2020-12-06 22:29:57 main:581] : INFO : Epoch 790 | loss: 0.000141933 | val_loss: 0.000140388 | Time: 1660.11 ms [2020-12-06 22:29:59 main:581] : INFO : Epoch 791 | loss: 0.000116118 | val_loss: 0.000119662 | Time: 1684.37 ms [2020-12-06 22:30:00 main:581] : INFO : Epoch 792 | loss: 0.000114812 | val_loss: 0.000147073 | Time: 1683.83 ms [2020-12-06 22:30:02 main:581] : INFO : Epoch 793 | loss: 0.000114076 | val_loss: 0.000133702 | Time: 1647.76 ms [2020-12-06 22:30:04 main:581] : INFO : Epoch 794 | loss: 0.000120274 | val_loss: 0.000170677 | Time: 1637.23 ms [2020-12-06 22:30:05 main:581] : INFO : Epoch 795 | loss: 0.000131348 | val_loss: 0.000128816 | Time: 1685.17 ms [2020-12-06 22:30:07 main:581] : INFO : Epoch 796 | loss: 0.000117038 | val_loss: 0.000126966 | Time: 1660.21 ms [2020-12-06 22:30:09 main:581] : INFO : Epoch 797 | loss: 0.000120879 | val_loss: 0.000164581 | Time: 1683.44 ms [2020-12-06 22:30:10 main:581] : INFO : Epoch 798 | loss: 0.000130349 | val_loss: 0.000148995 | Time: 1645.68 ms [2020-12-06 22:30:12 main:581] : INFO : Epoch 799 | loss: 0.000120724 | val_loss: 0.000132395 | Time: 1651.74 ms [2020-12-06 22:30:13 main:581] : INFO : Epoch 800 | loss: 0.000141317 | val_loss: 0.000156058 | Time: 1653.51 ms [2020-12-06 22:30:15 main:581] : INFO : Epoch 801 | loss: 0.000131129 | val_loss: 0.00012446 | Time: 1668.21 ms [2020-12-06 22:30:17 main:581] : INFO : Epoch 802 | loss: 0.000112695 | val_loss: 0.000126585 | Time: 1648.81 ms [2020-12-06 22:30:18 main:581] : INFO : Epoch 803 | loss: 0.000112465 | val_loss: 0.000113898 | Time: 1650.1 ms [2020-12-06 22:30:20 main:581] : INFO : Epoch 804 | loss: 0.000102645 | val_loss: 0.00012218 | Time: 1635.05 ms [2020-12-06 22:30:22 main:581] : INFO : Epoch 805 | loss: 0.00014998 | val_loss: 0.000166534 | Time: 1656.34 ms [2020-12-06 22:30:23 main:581] : INFO : Epoch 806 | loss: 0.000141869 | val_loss: 0.000153908 | Time: 1653 ms [2020-12-06 22:30:25 main:581] : INFO : Epoch 807 | loss: 0.000140052 | val_loss: 0.000127357 | Time: 1623.73 ms [2020-12-06 22:30:27 main:581] : INFO : Epoch 808 | loss: 0.000106703 | val_loss: 0.000114743 | Time: 1600.61 ms [2020-12-06 22:30:28 main:581] : INFO : Epoch 809 | loss: 9.88213e-05 | val_loss: 0.000115955 | Time: 1623.12 ms [2020-12-06 22:30:30 main:581] : INFO : Epoch 810 | loss: 0.000133961 | val_loss: 0.00015561 | Time: 1636.18 ms [2020-12-06 22:30:32 main:581] : INFO : Epoch 811 | loss: 0.000152498 | val_loss: 0.000137299 | Time: 1618.94 ms [2020-12-06 22:30:33 main:581] : INFO : Epoch 812 | loss: 0.000116714 | val_loss: 0.000124739 | Time: 1613.23 ms [2020-12-06 22:30:35 main:581] : INFO : Epoch 813 | loss: 0.000106225 | val_loss: 0.000120392 | Time: 1617.96 ms [2020-12-06 22:30:36 main:581] : INFO : Epoch 814 | loss: 0.000130682 | val_loss: 0.00014618 | Time: 1623.82 ms [2020-12-06 22:30:38 main:581] : INFO : Epoch 815 | loss: 0.000119239 | val_loss: 0.000124376 | Time: 1609.7 ms [2020-12-06 22:30:40 main:581] : INFO : Epoch 816 | loss: 0.000117867 | val_loss: 0.000133113 | Time: 1599.8 ms [2020-12-06 22:30:41 main:581] : INFO : Epoch 817 | loss: 0.000107863 | val_loss: 0.000118705 | Time: 1623.04 ms [2020-12-06 22:30:43 main:581] : INFO : Epoch 818 | loss: 0.000134135 | val_loss: 0.000127904 | Time: 1659.32 ms [2020-12-06 22:30:44 main:581] : INFO : Epoch 819 | loss: 0.000135015 | val_loss: 0.000136803 | Time: 1637.16 ms [2020-12-06 22:30:46 main:581] : INFO : Epoch 820 | loss: 0.00013357 | val_loss: 0.000148241 | Time: 1639.15 ms [2020-12-06 22:30:48 main:581] : INFO : Epoch 821 | loss: 0.000128788 | val_loss: 0.000142812 | Time: 1644.41 ms [2020-12-06 22:30:49 main:581] : INFO : Epoch 822 | loss: 0.000119841 | val_loss: 0.00012791 | Time: 1615.34 ms [2020-12-06 22:30:51 main:581] : INFO : Epoch 823 | loss: 0.000103598 | val_loss: 0.000118762 | Time: 1639.65 ms [2020-12-06 22:30:53 main:581] : INFO : Epoch 824 | loss: 0.000128716 | val_loss: 0.000138499 | Time: 1660.61 ms [2020-12-06 22:30:54 main:581] : INFO : Epoch 825 | loss: 0.000130866 | val_loss: 0.000135698 | Time: 1642.74 ms [2020-12-06 22:30:56 main:581] : INFO : Epoch 826 | loss: 0.000122326 | val_loss: 0.000134671 | Time: 1636.28 ms [2020-12-06 22:30:58 main:581] : INFO : Epoch 827 | loss: 0.000114654 | val_loss: 0.000137311 | Time: 1667.06 ms [2020-12-06 22:30:59 main:581] : INFO : Epoch 828 | loss: 0.000112232 | val_loss: 0.000116952 | Time: 1660.19 ms [2020-12-06 22:31:01 main:581] : INFO : Epoch 829 | loss: 0.00011174 | val_loss: 0.000187408 | Time: 1649.11 ms [2020-12-06 22:31:03 main:581] : INFO : Epoch 830 | loss: 0.000158552 | val_loss: 0.000143041 | Time: 1665.07 ms [2020-12-06 22:31:04 main:581] : INFO : Epoch 831 | loss: 0.000132734 | val_loss: 0.00013096 | Time: 1657.35 ms [2020-12-06 22:31:06 main:581] : INFO : Epoch 832 | loss: 0.000107598 | val_loss: 0.0001201 | Time: 1689.61 ms [2020-12-06 22:31:08 main:581] : INFO : Epoch 833 | loss: 0.000115375 | val_loss: 0.00015456 | Time: 1657.65 ms [2020-12-06 22:31:09 main:581] : INFO : Epoch 834 | loss: 0.000128195 | val_loss: 0.000142007 | Time: 1627.39 ms [2020-12-06 22:31:11 main:581] : INFO : Epoch 835 | loss: 0.000120683 | val_loss: 0.000132722 | Time: 1635.09 ms [2020-12-06 22:31:13 main:581] : INFO : Epoch 836 | loss: 0.000122228 | val_loss: 0.000155337 | Time: 1662.89 ms [2020-12-06 22:31:14 main:581] : INFO : Epoch 837 | loss: 0.000133905 | val_loss: 0.000137083 | Time: 1626.89 ms [2020-12-06 22:31:16 main:581] : INFO : Epoch 838 | loss: 0.000113982 | val_loss: 0.000140708 | Time: 1647.65 ms [2020-12-06 22:31:17 main:581] : INFO : Epoch 839 | loss: 0.000115251 | val_loss: 0.000116637 | Time: 1617.99 ms [2020-12-06 22:31:19 main:581] : INFO : Epoch 840 | loss: 0.000104077 | val_loss: 0.000141947 | Time: 1639.11 ms [2020-12-06 22:31:21 main:581] : INFO : Epoch 841 | loss: 0.000213394 | val_loss: 0.000182828 | Time: 1638.91 ms [2020-12-06 22:31:22 main:581] : INFO : Epoch 842 | loss: 0.000131974 | val_loss: 0.000122628 | Time: 1640.01 ms [2020-12-06 22:31:24 main:581] : INFO : Epoch 843 | loss: 0.000103674 | val_loss: 0.000116619 | Time: 1657.66 ms [2020-12-06 22:31:26 main:581] : INFO : Epoch 844 | loss: 0.000141071 | val_loss: 0.000148641 | Time: 1647.75 ms [2020-12-06 22:31:27 main:581] : INFO : Epoch 845 | loss: 0.000121741 | val_loss: 0.00012297 | Time: 1662.81 ms [2020-12-06 22:31:29 main:581] : INFO : Epoch 846 | loss: 0.000108857 | val_loss: 0.000125955 | Time: 1634.38 ms [2020-12-06 22:31:31 main:581] : INFO : Epoch 847 | loss: 0.000111912 | val_loss: 0.000125669 | Time: 1629.64 ms [2020-12-06 22:31:32 main:581] : INFO : Epoch 848 | loss: 0.000148696 | val_loss: 0.000152158 | Time: 1621.27 ms [2020-12-06 22:31:34 main:581] : INFO : Epoch 849 | loss: 0.00011854 | val_loss: 0.000123796 | Time: 1639.61 ms [2020-12-06 22:31:35 main:581] : INFO : Epoch 850 | loss: 0.000107395 | val_loss: 0.000128784 | Time: 1631.79 ms [2020-12-06 22:31:37 main:581] : INFO : Epoch 851 | loss: 0.000123699 | val_loss: 0.000137424 | Time: 1626.74 ms [2020-12-06 22:31:39 main:581] : INFO : Epoch 852 | loss: 0.000119062 | val_loss: 0.000122576 | Time: 1649.34 ms [2020-12-06 22:31:40 main:581] : INFO : Epoch 853 | loss: 0.000109278 | val_loss: 0.000130807 | Time: 1601.07 ms [2020-12-06 22:31:42 main:581] : INFO : Epoch 854 | loss: 0.000123236 | val_loss: 0.000136103 | Time: 1636.56 ms [2020-12-06 22:31:44 main:581] : INFO : Epoch 855 | loss: 0.000118511 | val_loss: 0.00013505 | Time: 1632.54 ms [2020-12-06 22:31:45 main:581] : INFO : Epoch 856 | loss: 0.000107072 | val_loss: 0.000119647 | Time: 1619.02 ms [2020-12-06 22:31:47 main:581] : INFO : Epoch 857 | loss: 0.000143989 | val_loss: 0.0001474 | Time: 1607.28 ms [2020-12-06 22:31:48 main:581] : INFO : Epoch 858 | loss: 0.00013604 | val_loss: 0.000151587 | Time: 1634.69 ms [2020-12-06 22:31:50 main:581] : INFO : Epoch 859 | loss: 0.000133371 | val_loss: 0.000131069 | Time: 1653.8 ms [2020-12-06 22:31:52 main:581] : INFO : Epoch 860 | loss: 0.000117586 | val_loss: 0.00012059 | Time: 1636.09 ms [2020-12-06 22:31:53 main:581] : INFO : Epoch 861 | loss: 0.000100148 | val_loss: 0.000112991 | Time: 1627.54 ms [2020-12-06 22:31:55 main:581] : INFO : Epoch 862 | loss: 0.000151004 | val_loss: 0.00016227 | Time: 1641.57 ms [2020-12-06 22:31:57 main:581] : INFO : Epoch 863 | loss: 0.000156516 | val_loss: 0.000138167 | Time: 1652.77 ms [2020-12-06 22:31:58 main:581] : INFO : Epoch 864 | loss: 0.000114722 | val_loss: 0.000120694 | Time: 1654.74 ms [2020-12-06 22:32:00 main:581] : INFO : Epoch 865 | loss: 0.000108836 | val_loss: 0.000139204 | Time: 1636.28 ms [2020-12-06 22:32:02 main:581] : INFO : Epoch 866 | loss: 0.000114951 | val_loss: 0.000120575 | Time: 1648 ms [2020-12-06 22:32:03 main:581] : INFO : Epoch 867 | loss: 0.000133589 | val_loss: 0.000195237 | Time: 1656.8 ms [2020-12-06 22:32:05 main:581] : INFO : Epoch 868 | loss: 0.000132414 | val_loss: 0.000132544 | Time: 1638.69 ms [2020-12-06 22:32:07 main:581] : INFO : Epoch 869 | loss: 0.000104745 | val_loss: 0.000116376 | Time: 1654.88 ms [2020-12-06 22:32:08 main:581] : INFO : Epoch 870 | loss: 9.97431e-05 | val_loss: 0.000115725 | Time: 1655.59 ms [2020-12-06 22:32:10 main:581] : INFO : Epoch 871 | loss: 0.000143173 | val_loss: 0.000140615 | Time: 1636.85 ms [2020-12-06 22:32:12 main:581] : INFO : Epoch 872 | loss: 0.000118626 | val_loss: 0.000123758 | Time: 1642.44 ms [2020-12-06 22:32:13 main:581] : INFO : Epoch 873 | loss: 0.000137339 | val_loss: 0.000222172 | Time: 1653.28 ms [2020-12-06 22:32:15 main:581] : INFO : Epoch 874 | loss: 0.000146453 | val_loss: 0.000133007 | Time: 1657.2 ms [2020-12-06 22:32:16 main:581] : INFO : Epoch 875 | loss: 0.0001104 | val_loss: 0.000122833 | Time: 1641.93 ms [2020-12-06 22:32:18 main:581] : INFO : Epoch 876 | loss: 0.000112069 | val_loss: 0.000126394 | Time: 1659.79 ms [2020-12-06 22:32:20 main:581] : INFO : Epoch 877 | loss: 0.000130888 | val_loss: 0.000150284 | Time: 1678.09 ms [2020-12-06 22:32:22 main:581] : INFO : Epoch 878 | loss: 0.000122328 | val_loss: 0.000118003 | Time: 1680.38 ms [2020-12-06 22:32:23 main:581] : INFO : Epoch 879 | loss: 0.00010444 | val_loss: 0.000123824 | Time: 1651.2 ms [2020-12-06 22:32:25 main:581] : INFO : Epoch 880 | loss: 0.000131401 | val_loss: 0.000134517 | Time: 1643.65 ms [2020-12-06 22:32:26 main:581] : INFO : Epoch 881 | loss: 0.000117656 | val_loss: 0.000130944 | Time: 1637.43 ms [2020-12-06 22:32:28 main:581] : INFO : Epoch 882 | loss: 0.000129839 | val_loss: 0.000146791 | Time: 1607.06 ms [2020-12-06 22:32:30 main:581] : INFO : Epoch 883 | loss: 0.000123195 | val_loss: 0.000147244 | Time: 1641.91 ms [2020-12-06 22:32:31 main:581] : INFO : Epoch 884 | loss: 0.000125485 | val_loss: 0.000128582 | Time: 1639.1 ms [2020-12-06 22:32:33 main:581] : INFO : Epoch 885 | loss: 0.000102935 | val_loss: 0.000114488 | Time: 1617.12 ms [2020-12-06 22:32:35 main:581] : INFO : Epoch 886 | loss: 0.000130485 | val_loss: 0.000196036 | Time: 1636.85 ms [2020-12-06 22:32:36 main:581] : INFO : Epoch 887 | loss: 0.000151309 | val_loss: 0.0002323 | Time: 1617.52 ms [2020-12-06 22:32:38 main:581] : INFO : Epoch 888 | loss: 0.00015694 | val_loss: 0.000138916 | Time: 1625.3 ms [2020-12-06 22:32:39 main:581] : INFO : Epoch 889 | loss: 0.00010859 | val_loss: 0.000120339 | Time: 1627.12 ms [2020-12-06 22:32:41 main:581] : INFO : Epoch 890 | loss: 0.000106809 | val_loss: 0.000120145 | Time: 1614.47 ms [2020-12-06 22:32:43 main:581] : INFO : Epoch 891 | loss: 0.000101798 | val_loss: 0.000118185 | Time: 1626.53 ms [2020-12-06 22:32:44 main:581] : INFO : Epoch 892 | loss: 0.000115882 | val_loss: 0.000147089 | Time: 1593.8 ms [2020-12-06 22:32:46 main:581] : INFO : Epoch 893 | loss: 0.00013767 | val_loss: 0.000163374 | Time: 1611.84 ms [2020-12-06 22:32:48 main:581] : INFO : Epoch 894 | loss: 0.000133947 | val_loss: 0.000136102 | Time: 1663.09 ms [2020-12-06 22:32:49 main:581] : INFO : Epoch 895 | loss: 0.000109657 | val_loss: 0.000123744 | Time: 1646.75 ms [2020-12-06 22:32:51 main:581] : INFO : Epoch 896 | loss: 0.000131403 | val_loss: 0.000210769 | Time: 1594.93 ms [2020-12-06 22:32:52 main:581] : INFO : Epoch 897 | loss: 0.000138678 | val_loss: 0.000133507 | Time: 1625.93 ms [2020-12-06 22:32:54 main:581] : INFO : Epoch 898 | loss: 0.000107014 | val_loss: 0.00011663 | Time: 1643.9 ms [2020-12-06 22:32:56 main:581] : INFO : Epoch 899 | loss: 0.000126942 | val_loss: 0.000165381 | Time: 1612.35 ms [2020-12-06 22:32:57 main:581] : INFO : Epoch 900 | loss: 0.000117523 | val_loss: 0.000124611 | Time: 1598.32 ms [2020-12-06 22:32:59 main:581] : INFO : Epoch 901 | loss: 0.000125125 | val_loss: 0.000126157 | Time: 1623.13 ms [2020-12-06 22:33:01 main:581] : INFO : Epoch 902 | loss: 0.000106364 | val_loss: 0.000118709 | Time: 1612.81 ms [2020-12-06 22:33:02 main:581] : INFO : Epoch 903 | loss: 0.000138671 | val_loss: 0.000168521 | Time: 1624.12 ms [2020-12-06 22:33:04 main:581] : INFO : Epoch 904 | loss: 0.000158608 | val_loss: 0.000145161 | Time: 1594.68 ms [2020-12-06 22:33:05 main:581] : INFO : Epoch 905 | loss: 0.000122445 | val_loss: 0.000124629 | Time: 1598.78 ms [2020-12-06 22:33:07 main:581] : INFO : Epoch 906 | loss: 0.000104344 | val_loss: 0.000118071 | Time: 1616.19 ms [2020-12-06 22:33:09 main:581] : INFO : Epoch 907 | loss: 0.000114182 | val_loss: 0.000158576 | Time: 1620.09 ms [2020-12-06 22:33:10 main:581] : INFO : Epoch 908 | loss: 0.000177503 | val_loss: 0.000202145 | Time: 1611.96 ms [2020-12-06 22:33:12 main:581] : INFO : Epoch 909 | loss: 0.000177127 | val_loss: 0.000187976 | Time: 1601.53 ms [2020-12-06 22:33:13 main:581] : INFO : Epoch 910 | loss: 0.00014201 | val_loss: 0.000133036 | Time: 1597.01 ms [2020-12-06 22:33:15 main:581] : INFO : Epoch 911 | loss: 0.000110354 | val_loss: 0.000117725 | Time: 1616.88 ms [2020-12-06 22:33:17 main:581] : INFO : Epoch 912 | loss: 0.000101379 | val_loss: 0.000117211 | Time: 1618.08 ms [2020-12-06 22:33:18 main:581] : INFO : Epoch 913 | loss: 0.000114179 | val_loss: 0.000138225 | Time: 1603.95 ms [2020-12-06 22:33:20 main:581] : INFO : Epoch 914 | loss: 0.000109915 | val_loss: 0.000128389 | Time: 1613 ms [2020-12-06 22:33:21 main:581] : INFO : Epoch 915 | loss: 0.000113543 | val_loss: 0.000126994 | Time: 1611.4 ms [2020-12-06 22:33:23 main:581] : INFO : Epoch 916 | loss: 0.000104923 | val_loss: 0.000119907 | Time: 1604.38 ms [2020-12-06 22:33:25 main:581] : INFO : Epoch 917 | loss: 0.000112564 | val_loss: 0.000140324 | Time: 1607.67 ms [2020-12-06 22:33:26 main:581] : INFO : Epoch 918 | loss: 0.000131638 | val_loss: 0.000132411 | Time: 1596.99 ms [2020-12-06 22:33:28 main:581] : INFO : Epoch 919 | loss: 0.000137474 | val_loss: 0.00013501 | Time: 1601.57 ms [2020-12-06 22:33:29 main:581] : INFO : Epoch 920 | loss: 0.000114681 | val_loss: 0.000118912 | Time: 1610.57 ms [2020-12-06 22:33:31 main:581] : INFO : Epoch 921 | loss: 9.87202e-05 | val_loss: 0.000114443 | Time: 1602.28 ms [2020-12-06 22:33:33 main:581] : INFO : Epoch 922 | loss: 0.000134941 | val_loss: 0.000176802 | Time: 1619.21 ms [2020-12-06 22:33:34 main:581] : INFO : Epoch 923 | loss: 0.000157756 | val_loss: 0.000132006 | Time: 1617.01 ms [2020-12-06 22:33:36 main:581] : INFO : Epoch 924 | loss: 0.0001116 | val_loss: 0.000122418 | Time: 1615.14 ms [2020-12-06 22:33:38 main:581] : INFO : Epoch 925 | loss: 0.000110151 | val_loss: 0.000131819 | Time: 1617.28 ms [2020-12-06 22:33:39 main:581] : INFO : Epoch 926 | loss: 0.000113742 | val_loss: 0.00012211 | Time: 1593.23 ms [2020-12-06 22:33:41 main:581] : INFO : Epoch 927 | loss: 0.000116123 | val_loss: 0.000155197 | Time: 1621.94 ms [2020-12-06 22:33:42 main:581] : INFO : Epoch 928 | loss: 0.000159449 | val_loss: 0.000164042 | Time: 1636.37 ms [2020-12-06 22:33:44 main:581] : INFO : Epoch 929 | loss: 0.000139284 | val_loss: 0.000135506 | Time: 1612 ms [2020-12-06 22:33:46 main:581] : INFO : Epoch 930 | loss: 0.000107568 | val_loss: 0.000117575 | Time: 1610.7 ms [2020-12-06 22:33:47 main:581] : INFO : Epoch 931 | loss: 0.000110585 | val_loss: 0.000136251 | Time: 1616.72 ms [2020-12-06 22:33:49 main:581] : INFO : Epoch 932 | loss: 0.00012759 | val_loss: 0.000130418 | Time: 1629.14 ms [2020-12-06 22:33:50 main:581] : INFO : Epoch 933 | loss: 0.000115204 | val_loss: 0.000143948 | Time: 1613.13 ms [2020-12-06 22:33:52 main:581] : INFO : Epoch 934 | loss: 0.000124867 | val_loss: 0.000131867 | Time: 1606.87 ms [2020-12-06 22:33:54 main:581] : INFO : Epoch 935 | loss: 0.000118137 | val_loss: 0.000117547 | Time: 1614.18 ms [2020-12-06 22:33:55 main:581] : INFO : Epoch 936 | loss: 0.000104632 | val_loss: 0.000119048 | Time: 1613.82 ms [2020-12-06 22:33:57 main:581] : INFO : Epoch 937 | loss: 0.000101015 | val_loss: 0.000117174 | Time: 1607.95 ms [2020-12-06 22:33:59 main:581] : INFO : Epoch 938 | loss: 0.000117736 | val_loss: 0.000235928 | Time: 1614.48 ms [2020-12-06 22:34:00 main:581] : INFO : Epoch 939 | loss: 0.000218151 | val_loss: 0.00017032 | Time: 1628.99 ms [2020-12-06 22:34:02 main:581] : INFO : Epoch 940 | loss: 0.000131407 | val_loss: 0.00016212 | Time: 1664.83 ms [2020-12-06 22:34:03 main:581] : INFO : Epoch 941 | loss: 0.000142262 | val_loss: 0.000127618 | Time: 1632.69 ms [2020-12-06 22:34:05 main:581] : INFO : Epoch 942 | loss: 0.000106033 | val_loss: 0.000120455 | Time: 1607.69 ms [2020-12-06 22:34:07 main:581] : INFO : Epoch 943 | loss: 0.000100348 | val_loss: 0.000116217 | Time: 1614.76 ms [2020-12-06 22:34:08 main:581] : INFO : Epoch 944 | loss: 0.000105959 | val_loss: 0.000120248 | Time: 1621.45 ms [2020-12-06 22:34:10 main:581] : INFO : Epoch 945 | loss: 0.000139912 | val_loss: 0.000161621 | Time: 1622.92 ms [2020-12-06 22:34:12 main:581] : INFO : Epoch 946 | loss: 0.00012003 | val_loss: 0.000120825 | Time: 1621.2 ms [2020-12-06 22:34:13 main:581] : INFO : Epoch 947 | loss: 0.000102588 | val_loss: 0.000113325 | Time: 1620.17 ms [2020-12-06 22:34:15 main:581] : INFO : Epoch 948 | loss: 9.7673e-05 | val_loss: 0.000115193 | Time: 1625.22 ms [2020-12-06 22:34:16 main:581] : INFO : Epoch 949 | loss: 0.000140477 | val_loss: 0.000215496 | Time: 1631.74 ms [2020-12-06 22:34:18 main:581] : INFO : Epoch 950 | loss: 0.000178871 | val_loss: 0.000162323 | Time: 1628.8 ms [2020-12-06 22:34:20 main:581] : INFO : Epoch 951 | loss: 0.000146845 | val_loss: 0.000131928 | Time: 1630.22 ms [2020-12-06 22:34:21 main:581] : INFO : Epoch 952 | loss: 0.000106614 | val_loss: 0.000117392 | Time: 1611.46 ms [2020-12-06 22:34:23 main:581] : INFO : Epoch 953 | loss: 9.90467e-05 | val_loss: 0.000113956 | Time: 1615.71 ms [2020-12-06 22:34:25 main:581] : INFO : Epoch 954 | loss: 0.000118733 | val_loss: 0.000136752 | Time: 1616.97 ms [2020-12-06 22:34:26 main:581] : INFO : Epoch 955 | loss: 0.000107869 | val_loss: 0.0001178 | Time: 1596.05 ms [2020-12-06 22:34:28 main:581] : INFO : Epoch 956 | loss: 0.00010491 | val_loss: 0.000140879 | Time: 1604.4 ms [2020-12-06 22:34:29 main:581] : INFO : Epoch 957 | loss: 0.000150142 | val_loss: 0.000152082 | Time: 1600.27 ms [2020-12-06 22:34:31 main:581] : INFO : Epoch 958 | loss: 0.000113506 | val_loss: 0.000123731 | Time: 1603.71 ms [2020-12-06 22:34:33 main:581] : INFO : Epoch 959 | loss: 0.000121513 | val_loss: 0.000129161 | Time: 1598.83 ms [2020-12-06 22:34:34 main:581] : INFO : Epoch 960 | loss: 0.000139532 | val_loss: 0.00020535 | Time: 1617.17 ms [2020-12-06 22:34:36 main:581] : INFO : Epoch 961 | loss: 0.000149533 | val_loss: 0.000124143 | Time: 1607.78 ms [2020-12-06 22:34:37 main:581] : INFO : Epoch 962 | loss: 0.00010888 | val_loss: 0.000117849 | Time: 1640.42 ms [2020-12-06 22:34:39 main:581] : INFO : Epoch 963 | loss: 0.000102572 | val_loss: 0.000124523 | Time: 1611.56 ms [2020-12-06 22:34:41 main:581] : INFO : Epoch 964 | loss: 0.000125632 | val_loss: 0.000153064 | Time: 1606.85 ms [2020-12-06 22:34:42 main:581] : INFO : Epoch 965 | loss: 0.000136017 | val_loss: 0.000180612 | Time: 1608.17 ms [2020-12-06 22:34:44 main:581] : INFO : Epoch 966 | loss: 0.000132684 | val_loss: 0.000130489 | Time: 1630.99 ms [2020-12-06 22:34:45 main:581] : INFO : Epoch 967 | loss: 0.000103906 | val_loss: 0.000114483 | Time: 1626.76 ms [2020-12-06 22:34:47 main:581] : INFO : Epoch 968 | loss: 0.000105871 | val_loss: 0.00016406 | Time: 1637.79 ms [2020-12-06 22:34:49 main:581] : INFO : Epoch 969 | loss: 0.00014798 | val_loss: 0.000133018 | Time: 1631.13 ms [2020-12-06 22:34:50 main:581] : INFO : Epoch 970 | loss: 0.00013284 | val_loss: 0.000157471 | Time: 1621.47 ms [2020-12-06 22:34:52 main:581] : INFO : Epoch 971 | loss: 0.000120046 | val_loss: 0.000123719 | Time: 1623.73 ms [2020-12-06 22:34:54 main:581] : INFO : Epoch 972 | loss: 0.000106859 | val_loss: 0.000112065 | Time: 1650.85 ms [2020-12-06 22:34:55 main:581] : INFO : Epoch 973 | loss: 9.90685e-05 | val_loss: 0.000114063 | Time: 1618.1 ms [2020-12-06 22:34:57 main:581] : INFO : Epoch 974 | loss: 0.000127539 | val_loss: 0.000128116 | Time: 1630.27 ms [2020-12-06 22:34:59 main:581] : INFO : Epoch 975 | loss: 0.000133983 | val_loss: 0.00021237 | Time: 1620.89 ms [2020-12-06 22:35:00 main:581] : INFO : Epoch 976 | loss: 0.000173808 | val_loss: 0.000133956 | Time: 1625.95 ms [2020-12-06 22:35:02 main:581] : INFO : Epoch 977 | loss: 0.000118561 | val_loss: 0.000175134 | Time: 1624.19 ms [2020-12-06 22:35:03 main:581] : INFO : Epoch 978 | loss: 0.000143968 | val_loss: 0.00012599 | Time: 1618.02 ms [2020-12-06 22:35:05 main:581] : INFO : Epoch 979 | loss: 0.00010759 | val_loss: 0.000117181 | Time: 1636.38 ms [2020-12-06 22:35:07 main:581] : INFO : Epoch 980 | loss: 9.99742e-05 | val_loss: 0.000115189 | Time: 1634.57 ms [2020-12-06 22:35:08 main:581] : INFO : Epoch 981 | loss: 0.00014991 | val_loss: 0.000127008 | Time: 1644.33 ms [2020-12-06 22:35:10 main:581] : INFO : Epoch 982 | loss: 0.000137861 | val_loss: 0.000150575 | Time: 1637.81 ms [2020-12-06 22:35:12 main:581] : INFO : Epoch 983 | loss: 0.000119226 | val_loss: 0.00012532 | Time: 1655.92 ms [2020-12-06 22:35:13 main:581] : INFO : Epoch 984 | loss: 0.000108894 | val_loss: 0.000125627 | Time: 1644.34 ms [2020-12-06 22:35:15 main:581] : INFO : Epoch 985 | loss: 0.000125527 | val_loss: 0.000179777 | Time: 1620.03 ms [2020-12-06 22:35:16 main:581] : INFO : Epoch 986 | loss: 0.000132143 | val_loss: 0.000128516 | Time: 1614.13 ms [2020-12-06 22:35:18 main:581] : INFO : Epoch 987 | loss: 0.000106982 | val_loss: 0.000121943 | Time: 1612.59 ms [2020-12-06 22:35:20 main:581] : INFO : Epoch 988 | loss: 0.000139524 | val_loss: 0.000138095 | Time: 1628.51 ms [2020-12-06 22:35:21 main:581] : INFO : Epoch 989 | loss: 0.000118193 | val_loss: 0.000116878 | Time: 1627.96 ms [2020-12-06 22:35:23 main:581] : INFO : Epoch 990 | loss: 0.000111932 | val_loss: 0.00016821 | Time: 1614.31 ms [2020-12-06 22:35:25 main:581] : INFO : Epoch 991 | loss: 0.00012952 | val_loss: 0.000127617 | Time: 1612.38 ms [2020-12-06 22:35:26 main:581] : INFO : Epoch 992 | loss: 0.000105159 | val_loss: 0.000115965 | Time: 1600.52 ms [2020-12-06 22:35:28 main:581] : INFO : Epoch 993 | loss: 0.000101871 | val_loss: 0.000148089 | Time: 1603.99 ms [2020-12-06 22:35:29 main:581] : INFO : Epoch 994 | loss: 0.000155577 | val_loss: 0.000124564 | Time: 1606.68 ms [2020-12-06 22:35:31 main:581] : INFO : Epoch 995 | loss: 0.000112159 | val_loss: 0.000118433 | Time: 1642.46 ms [2020-12-06 22:35:33 main:581] : INFO : Epoch 996 | loss: 0.000147134 | val_loss: 0.0001803 | Time: 1628.08 ms [2020-12-06 22:35:34 main:581] : INFO : Epoch 997 | loss: 0.000141438 | val_loss: 0.000162782 | Time: 1625.75 ms [2020-12-06 22:35:36 main:581] : INFO : Epoch 998 | loss: 0.000119372 | val_loss: 0.000118221 | Time: 1623.73 ms [2020-12-06 22:35:38 main:581] : INFO : Epoch 999 | loss: 0.000101907 | val_loss: 0.000114721 | Time: 1640.61 ms [2020-12-06 22:35:39 main:581] : INFO : Epoch 1000 | loss: 0.000102982 | val_loss: 0.000125957 | Time: 1606.39 ms [2020-12-06 22:35:41 main:581] : INFO : Epoch 1001 | loss: 0.000111753 | val_loss: 0.000119714 | Time: 1637.16 ms [2020-12-06 22:35:42 main:581] : INFO : Epoch 1002 | loss: 0.000115025 | val_loss: 0.00015916 | Time: 1615.87 ms [2020-12-06 22:35:44 main:581] : INFO : Epoch 1003 | loss: 0.000155258 | val_loss: 0.000155527 | Time: 1631.86 ms [2020-12-06 22:35:46 main:581] : INFO : Epoch 1004 | loss: 0.0001276 | val_loss: 0.000128318 | Time: 1622.8 ms [2020-12-06 22:35:47 main:581] : INFO : Epoch 1005 | loss: 0.000106278 | val_loss: 0.000121373 | Time: 1642.08 ms [2020-12-06 22:35:49 main:581] : INFO : Epoch 1006 | loss: 0.000117156 | val_loss: 0.000137735 | Time: 1621.33 ms [2020-12-06 22:35:51 main:581] : INFO : Epoch 1007 | loss: 0.000124746 | val_loss: 0.000138049 | Time: 1610.22 ms [2020-12-06 22:35:52 main:581] : INFO : Epoch 1008 | loss: 0.000110479 | val_loss: 0.000125448 | Time: 1606.04 ms [2020-12-06 22:35:54 main:581] : INFO : Epoch 1009 | loss: 0.000106777 | val_loss: 0.000115519 | Time: 1617.63 ms [2020-12-06 22:35:55 main:581] : INFO : Epoch 1010 | loss: 0.000124147 | val_loss: 0.000195867 | Time: 1620.32 ms [2020-12-06 22:35:57 main:581] : INFO : Epoch 1011 | loss: 0.00018503 | val_loss: 0.000171075 | Time: 1623.31 ms [2020-12-06 22:35:59 main:581] : INFO : Epoch 1012 | loss: 0.000121921 | val_loss: 0.000130352 | Time: 1628.24 ms [2020-12-06 22:36:00 main:581] : INFO : Epoch 1013 | loss: 0.000109747 | val_loss: 0.000148033 | Time: 1609.12 ms [2020-12-06 22:36:02 main:581] : INFO : Epoch 1014 | loss: 0.000154144 | val_loss: 0.000189265 | Time: 1607.87 ms [2020-12-06 22:36:03 main:581] : INFO : Epoch 1015 | loss: 0.000192482 | val_loss: 0.000183473 | Time: 1605.26 ms [2020-12-06 22:36:05 main:581] : INFO : Epoch 1016 | loss: 0.000587487 | val_loss: 0.00102829 | Time: 1604.55 ms [2020-12-06 22:36:07 main:581] : INFO : Epoch 1017 | loss: 0.000697949 | val_loss: 0.000353136 | Time: 1602.16 ms [2020-12-06 22:36:08 main:581] : INFO : Epoch 1018 | loss: 0.000213632 | val_loss: 0.000159045 | Time: 1622.63 ms [2020-12-06 22:36:10 main:581] : INFO : Epoch 1019 | loss: 0.000120925 | val_loss: 0.000122273 | Time: 1602.96 ms [2020-12-06 22:36:11 main:581] : INFO : Epoch 1020 | loss: 0.000101048 | val_loss: 0.000112616 | Time: 1600.39 ms [2020-12-06 22:36:13 main:581] : INFO : Epoch 1021 | loss: 9.69389e-05 | val_loss: 0.00011129 | Time: 1607.77 ms [2020-12-06 22:36:15 main:581] : INFO : Epoch 1022 | loss: 9.57689e-05 | val_loss: 0.000110532 | Time: 1602.57 ms [2020-12-06 22:36:16 main:581] : INFO : Epoch 1023 | loss: 9.52836e-05 | val_loss: 0.000110227 | Time: 1613.31 ms [2020-12-06 22:36:18 main:581] : INFO : Epoch 1024 | loss: 9.51813e-05 | val_loss: 0.000110222 | Time: 1604.62 ms [2020-12-06 22:36:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000110222 [2020-12-06 22:36:18 main:610] : INFO : Saving end state to config to file [2020-12-06 22:36:18 main:615] : INFO : Success, exiting.. 22:36:18 (1792923): 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)