Task 3286612
| Name | EightBitModified-1605455551-31968-6_0 |
| Workunit | 1557573 |
| Created | 15 Dec 2020, 3:53:48 UTC |
| Sent | 16 Dec 2020, 5:42:05 UTC |
| Report deadline | 23 Dec 2020, 5:42:05 UTC |
| Received | 16 Dec 2020, 19:34:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 49 sec |
| CPU time | 27 min 44 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> | val_loss: 0.000743052 | Time: 1630.92 ms [2020-12-16 14:16:05 main:581] : INFO : Epoch 526 | loss: 0.00076737 | val_loss: 0.000760631 | Time: 1623.57 ms [2020-12-16 14:16:07 main:581] : INFO : Epoch 527 | loss: 0.000745373 | val_loss: 0.000738721 | Time: 1634.86 ms [2020-12-16 14:16:09 main:581] : INFO : Epoch 528 | loss: 0.000737252 | val_loss: 0.000741578 | Time: 1626.73 ms [2020-12-16 14:16:10 main:581] : INFO : Epoch 529 | loss: 0.000741277 | val_loss: 0.00073677 | Time: 1634.93 ms [2020-12-16 14:16:12 main:581] : INFO : Epoch 530 | loss: 0.000739185 | val_loss: 0.000740309 | Time: 1637.36 ms [2020-12-16 14:16:14 main:581] : INFO : Epoch 531 | loss: 0.000739364 | val_loss: 0.000744638 | Time: 1641.56 ms [2020-12-16 14:16:15 main:581] : INFO : Epoch 532 | loss: 0.000738238 | val_loss: 0.00073999 | Time: 1638.58 ms [2020-12-16 14:16:17 main:581] : INFO : Epoch 533 | loss: 0.00073682 | val_loss: 0.000742918 | Time: 1640.12 ms [2020-12-16 14:16:18 main:581] : INFO : Epoch 534 | loss: 0.000740956 | val_loss: 0.000744896 | Time: 1636.72 ms [2020-12-16 14:16:20 main:581] : INFO : Epoch 535 | loss: 0.00076935 | val_loss: 0.000755868 | Time: 1640.79 ms [2020-12-16 14:16:22 main:581] : INFO : Epoch 536 | loss: 0.000749107 | val_loss: 0.000775042 | Time: 1623.94 ms [2020-12-16 14:16:23 main:581] : INFO : Epoch 537 | loss: 0.000759362 | val_loss: 0.000755619 | Time: 1622.34 ms [2020-12-16 14:16:25 main:581] : INFO : Epoch 538 | loss: 0.000740487 | val_loss: 0.000748438 | Time: 1622.53 ms [2020-12-16 14:16:27 main:581] : INFO : Epoch 539 | loss: 0.00074175 | val_loss: 0.000735479 | Time: 1635.77 ms [2020-12-16 14:16:28 main:581] : INFO : Epoch 540 | loss: 0.000735476 | val_loss: 0.000740936 | Time: 1619.82 ms [2020-12-16 14:16:30 main:581] : INFO : Epoch 541 | loss: 0.000731746 | val_loss: 0.000733413 | Time: 1625.9 ms [2020-12-16 14:16:31 main:581] : INFO : Epoch 542 | loss: 0.000734621 | val_loss: 0.000749004 | Time: 1627 ms [2020-12-16 14:16:33 main:581] : INFO : Epoch 543 | loss: 0.000777136 | val_loss: 0.000755397 | Time: 1619.92 ms [2020-12-16 14:16:35 main:581] : INFO : Epoch 544 | loss: 0.00074943 | val_loss: 0.000745068 | Time: 1622.28 ms [2020-12-16 14:16:36 main:581] : INFO : Epoch 545 | loss: 0.00073678 | val_loss: 0.000749168 | Time: 1624.9 ms [2020-12-16 14:16:38 main:581] : INFO : Epoch 546 | loss: 0.000739352 | val_loss: 0.000746818 | Time: 1621.05 ms [2020-12-16 14:16:40 main:581] : INFO : Epoch 547 | loss: 0.000735415 | val_loss: 0.000736928 | Time: 1629.37 ms [2020-12-16 14:16:41 main:581] : INFO : Epoch 548 | loss: 0.000735687 | val_loss: 0.000739959 | Time: 1635.01 ms [2020-12-16 14:16:43 main:581] : INFO : Epoch 549 | loss: 0.000739739 | val_loss: 0.000764783 | Time: 1638.41 ms [2020-12-16 14:16:44 main:581] : INFO : Epoch 550 | loss: 0.000777568 | val_loss: 0.000753228 | Time: 1641.46 ms [2020-12-16 14:16:46 main:581] : INFO : Epoch 551 | loss: 0.00073733 | val_loss: 0.000734449 | Time: 1633.83 ms [2020-12-16 14:16:48 main:581] : INFO : Epoch 552 | loss: 0.000732662 | val_loss: 0.000735103 | Time: 1645.46 ms [2020-12-16 14:16:49 main:581] : INFO : Epoch 553 | loss: 0.000730802 | val_loss: 0.00073718 | Time: 1623.67 ms [2020-12-16 14:16:51 main:581] : INFO : Epoch 554 | loss: 0.000754208 | val_loss: 0.000753548 | Time: 1622.66 ms [2020-12-16 14:16:53 main:581] : INFO : Epoch 555 | loss: 0.000746561 | val_loss: 0.0007556 | Time: 1626.21 ms [2020-12-16 14:16:54 main:581] : INFO : Epoch 556 | loss: 0.000745867 | val_loss: 0.00074411 | Time: 1631.96 ms [2020-12-16 14:16:56 main:581] : INFO : Epoch 557 | loss: 0.000737667 | val_loss: 0.000738717 | Time: 1636.06 ms [2020-12-16 14:16:58 main:581] : INFO : Epoch 558 | loss: 0.000738096 | val_loss: 0.000743317 | Time: 1645.37 ms [2020-12-16 14:16:59 main:581] : INFO : Epoch 559 | loss: 0.000747957 | val_loss: 0.000738732 | Time: 1647.24 ms [2020-12-16 14:17:01 main:581] : INFO : Epoch 560 | loss: 0.000743103 | val_loss: 0.000767195 | Time: 1643.45 ms [2020-12-16 14:17:02 main:581] : INFO : Epoch 561 | loss: 0.000753665 | val_loss: 0.000751353 | Time: 1646.46 ms [2020-12-16 14:17:04 main:581] : INFO : Epoch 562 | loss: 0.00074247 | val_loss: 0.000739486 | Time: 1634.15 ms [2020-12-16 14:17:06 main:581] : INFO : Epoch 563 | loss: 0.000738566 | val_loss: 0.000738356 | Time: 1636.46 ms [2020-12-16 14:17:07 main:581] : INFO : Epoch 564 | loss: 0.000736331 | val_loss: 0.00073338 | Time: 1633.28 ms [2020-12-16 14:17:09 main:581] : INFO : Epoch 565 | loss: 0.000731788 | val_loss: 0.00073269 | Time: 1632.02 ms [2020-12-16 14:17:11 main:581] : INFO : Epoch 566 | loss: 0.000747286 | val_loss: 0.000838125 | Time: 1639.48 ms [2020-12-16 14:17:12 main:581] : INFO : Epoch 567 | loss: 0.000810673 | val_loss: 0.000770585 | Time: 1633.47 ms [2020-12-16 14:17:14 main:581] : INFO : Epoch 568 | loss: 0.000743127 | val_loss: 0.000740995 | Time: 1646.6 ms [2020-12-16 14:17:16 main:581] : INFO : Epoch 569 | loss: 0.000737808 | val_loss: 0.000734738 | Time: 1640.08 ms [2020-12-16 14:17:17 main:581] : INFO : Epoch 570 | loss: 0.000733259 | val_loss: 0.000734227 | Time: 1638.66 ms [2020-12-16 14:17:19 main:581] : INFO : Epoch 571 | loss: 0.000731438 | val_loss: 0.000731924 | Time: 1645.16 ms [2020-12-16 14:17:21 main:581] : INFO : Epoch 572 | loss: 0.000737421 | val_loss: 0.000741528 | Time: 1636.52 ms [2020-12-16 14:17:22 main:581] : INFO : Epoch 573 | loss: 0.000739763 | val_loss: 0.000734156 | Time: 1644.14 ms [2020-12-16 14:17:24 main:581] : INFO : Epoch 574 | loss: 0.000737125 | val_loss: 0.000752125 | Time: 1649.15 ms [2020-12-16 14:17:25 main:581] : INFO : Epoch 575 | loss: 0.000738362 | val_loss: 0.000743087 | Time: 1625.21 ms [2020-12-16 14:17:27 main:581] : INFO : Epoch 576 | loss: 0.000740176 | val_loss: 0.000740275 | Time: 1606.46 ms [2020-12-16 14:17:29 main:581] : INFO : Epoch 577 | loss: 0.000737023 | val_loss: 0.00073371 | Time: 1613.96 ms [2020-12-16 14:17:30 main:581] : INFO : Epoch 578 | loss: 0.000733241 | val_loss: 0.000737487 | Time: 1614.62 ms [2020-12-16 14:17:32 main:581] : INFO : Epoch 579 | loss: 0.000759926 | val_loss: 0.000756672 | Time: 1613.94 ms [2020-12-16 14:17:34 main:581] : INFO : Epoch 580 | loss: 0.000746182 | val_loss: 0.000731148 | Time: 1621.9 ms [2020-12-16 14:17:35 main:581] : INFO : Epoch 581 | loss: 0.000739696 | val_loss: 0.000759776 | Time: 1606.22 ms [2020-12-16 14:17:37 main:581] : INFO : Epoch 582 | loss: 0.000746892 | val_loss: 0.00074581 | Time: 1617.87 ms [2020-12-16 14:17:38 main:581] : INFO : Epoch 583 | loss: 0.000745727 | val_loss: 0.000758058 | Time: 1621.22 ms [2020-12-16 14:17:40 main:581] : INFO : Epoch 584 | loss: 0.000745897 | val_loss: 0.000750419 | Time: 1612.41 ms [2020-12-16 14:17:42 main:581] : INFO : Epoch 585 | loss: 0.000747396 | val_loss: 0.000773977 | Time: 1612.71 ms [2020-12-16 14:17:43 main:581] : INFO : Epoch 586 | loss: 0.000750553 | val_loss: 0.000741073 | Time: 1610.83 ms [2020-12-16 14:17:45 main:581] : INFO : Epoch 587 | loss: 0.000742806 | val_loss: 0.000758473 | Time: 1611.64 ms [2020-12-16 14:17:46 main:581] : INFO : Epoch 588 | loss: 0.000739545 | val_loss: 0.00074423 | Time: 1609.91 ms [2020-12-16 14:17:48 main:581] : INFO : Epoch 589 | loss: 0.000735717 | val_loss: 0.000740106 | Time: 1612.67 ms [2020-12-16 14:17:50 main:581] : INFO : Epoch 590 | loss: 0.000735277 | val_loss: 0.000746459 | Time: 1612.62 ms [2020-12-16 14:17:51 main:581] : INFO : Epoch 591 | loss: 0.000784988 | val_loss: 0.000780229 | Time: 1613.14 ms [2020-12-16 14:17:53 main:581] : INFO : Epoch 592 | loss: 0.000754008 | val_loss: 0.000750928 | Time: 1607.96 ms [2020-12-16 14:17:54 main:581] : INFO : Epoch 593 | loss: 0.000736822 | val_loss: 0.000739646 | Time: 1606.88 ms [2020-12-16 14:17:56 main:581] : INFO : Epoch 594 | loss: 0.000736019 | val_loss: 0.000738596 | Time: 1613.72 ms [2020-12-16 14:17:58 main:581] : INFO : Epoch 595 | loss: 0.000736825 | val_loss: 0.000749755 | Time: 1611.57 ms [2020-12-16 14:17:59 main:581] : INFO : Epoch 596 | loss: 0.000749495 | val_loss: 0.000738069 | Time: 1614.86 ms [2020-12-16 14:18:01 main:581] : INFO : Epoch 597 | loss: 0.000734501 | val_loss: 0.000744184 | Time: 1611.53 ms [2020-12-16 14:18:03 main:581] : INFO : Epoch 598 | loss: 0.000736547 | val_loss: 0.000741057 | Time: 1621.51 ms [2020-12-16 14:18:04 main:581] : INFO : Epoch 599 | loss: 0.000734074 | val_loss: 0.000739702 | Time: 1630.23 ms [2020-12-16 14:18:06 main:581] : INFO : Epoch 600 | loss: 0.000738209 | val_loss: 0.000748246 | Time: 1625.26 ms [2020-12-16 14:18:07 main:581] : INFO : Epoch 601 | loss: 0.000766365 | val_loss: 0.000795606 | Time: 1629.73 ms [2020-12-16 14:18:09 main:581] : INFO : Epoch 602 | loss: 0.00075077 | val_loss: 0.000744155 | Time: 1627.53 ms [2020-12-16 14:18:11 main:581] : INFO : Epoch 603 | loss: 0.000738171 | val_loss: 0.00074004 | Time: 1627.4 ms [2020-12-16 14:18:12 main:581] : INFO : Epoch 604 | loss: 0.000733311 | val_loss: 0.000740171 | Time: 1628.58 ms [2020-12-16 14:18:14 main:581] : INFO : Epoch 605 | loss: 0.000732783 | val_loss: 0.000737666 | Time: 1628.7 ms [2020-12-16 14:18:16 main:581] : INFO : Epoch 606 | loss: 0.000745398 | val_loss: 0.000772273 | Time: 1617.74 ms [2020-12-16 14:18:17 main:581] : INFO : Epoch 607 | loss: 0.000760176 | val_loss: 0.000753069 | Time: 1620.09 ms [2020-12-16 14:18:19 main:581] : INFO : Epoch 608 | loss: 0.00074143 | val_loss: 0.000739447 | Time: 1615.13 ms [2020-12-16 14:18:20 main:581] : INFO : Epoch 609 | loss: 0.00073745 | val_loss: 0.000750708 | Time: 1614.95 ms [2020-12-16 14:18:22 main:581] : INFO : Epoch 610 | loss: 0.00134569 | val_loss: 0.00199242 | Time: 1628.26 ms [2020-12-16 14:18:24 main:581] : INFO : Epoch 611 | loss: 0.00142291 | val_loss: 0.00094245 | Time: 1628.21 ms [2020-12-16 14:18:25 main:581] : INFO : Epoch 612 | loss: 0.000950349 | val_loss: 0.00126197 | Time: 1614.41 ms [2020-12-16 14:18:27 main:581] : INFO : Epoch 613 | loss: 0.00114438 | val_loss: 0.00105365 | Time: 1628.41 ms [2020-12-16 14:18:29 main:581] : INFO : Epoch 614 | loss: 0.000948118 | val_loss: 0.000866852 | Time: 1609.73 ms [2020-12-16 14:18:30 main:581] : INFO : Epoch 615 | loss: 0.000820805 | val_loss: 0.000808537 | Time: 1605.99 ms [2020-12-16 14:18:32 main:581] : INFO : Epoch 616 | loss: 0.000794108 | val_loss: 0.000795782 | Time: 1609.94 ms [2020-12-16 14:18:33 main:581] : INFO : Epoch 617 | loss: 0.000775549 | val_loss: 0.00074928 | Time: 1604.48 ms [2020-12-16 14:18:35 main:581] : INFO : Epoch 618 | loss: 0.000739627 | val_loss: 0.000738344 | Time: 1605.85 ms [2020-12-16 14:18:37 main:581] : INFO : Epoch 619 | loss: 0.000732747 | val_loss: 0.000735405 | Time: 1608.66 ms [2020-12-16 14:18:38 main:581] : INFO : Epoch 620 | loss: 0.000732011 | val_loss: 0.000734424 | Time: 1618.03 ms [2020-12-16 14:18:40 main:581] : INFO : Epoch 621 | loss: 0.000730995 | val_loss: 0.000733614 | Time: 1621.84 ms [2020-12-16 14:18:41 main:581] : INFO : Epoch 622 | loss: 0.000731137 | val_loss: 0.00073357 | Time: 1628.1 ms [2020-12-16 14:18:43 main:581] : INFO : Epoch 623 | loss: 0.000730587 | val_loss: 0.000733697 | Time: 1607.04 ms [2020-12-16 14:18:45 main:581] : INFO : Epoch 624 | loss: 0.00073259 | val_loss: 0.000746796 | Time: 1608.14 ms [2020-12-16 14:18:46 main:581] : INFO : Epoch 625 | loss: 0.000747491 | val_loss: 0.000739385 | Time: 1614.76 ms [2020-12-16 14:18:48 main:581] : INFO : Epoch 626 | loss: 0.000731936 | val_loss: 0.000737024 | Time: 1617.85 ms [2020-12-16 14:18:49 main:581] : INFO : Epoch 627 | loss: 0.000732317 | val_loss: 0.00073337 | Time: 1610.13 ms [2020-12-16 14:18:51 main:581] : INFO : Epoch 628 | loss: 0.000730316 | val_loss: 0.000733879 | Time: 1612.72 ms [2020-12-16 14:18:53 main:581] : INFO : Epoch 629 | loss: 0.000730516 | val_loss: 0.000735269 | Time: 1614.14 ms [2020-12-16 14:18:54 main:581] : INFO : Epoch 630 | loss: 0.000732878 | val_loss: 0.000743133 | Time: 1626.71 ms [2020-12-16 14:18:56 main:581] : INFO : Epoch 631 | loss: 0.000745546 | val_loss: 0.000736874 | Time: 1660.51 ms [2020-12-16 14:18:58 main:581] : INFO : Epoch 632 | loss: 0.000732263 | val_loss: 0.000733226 | Time: 1670.6 ms [2020-12-16 14:18:59 main:581] : INFO : Epoch 633 | loss: 0.000731015 | val_loss: 0.000732256 | Time: 1636.64 ms [2020-12-16 14:19:01 main:581] : INFO : Epoch 634 | loss: 0.000730708 | val_loss: 0.000731125 | Time: 1633.92 ms [2020-12-16 14:19:03 main:581] : INFO : Epoch 635 | loss: 0.000739233 | val_loss: 0.000775913 | Time: 1609.97 ms [2020-12-16 14:19:04 main:581] : INFO : Epoch 636 | loss: 0.000760692 | val_loss: 0.000741317 | Time: 1632.09 ms [2020-12-16 14:19:06 main:581] : INFO : Epoch 637 | loss: 0.00073992 | val_loss: 0.000733985 | Time: 1640.89 ms [2020-12-16 14:19:07 main:581] : INFO : Epoch 638 | loss: 0.000732761 | val_loss: 0.000735466 | Time: 1643.27 ms [2020-12-16 14:19:09 main:581] : INFO : Epoch 639 | loss: 0.000732027 | val_loss: 0.000732208 | Time: 1626.23 ms [2020-12-16 14:19:11 main:581] : INFO : Epoch 640 | loss: 0.000730601 | val_loss: 0.000740097 | Time: 1639.12 ms [2020-12-16 14:19:12 main:581] : INFO : Epoch 641 | loss: 0.00073895 | val_loss: 0.000736632 | Time: 1625.39 ms [2020-12-16 14:19:14 main:581] : INFO : Epoch 642 | loss: 0.000730855 | val_loss: 0.0007353 | Time: 1635.44 ms [2020-12-16 14:19:16 main:581] : INFO : Epoch 643 | loss: 0.000738184 | val_loss: 0.000749105 | Time: 1636.78 ms [2020-12-16 14:19:17 main:581] : INFO : Epoch 644 | loss: 0.000765664 | val_loss: 0.000753992 | Time: 1646.35 ms [2020-12-16 14:19:19 main:581] : INFO : Epoch 645 | loss: 0.000741901 | val_loss: 0.000740106 | Time: 1645.97 ms [2020-12-16 14:19:21 main:581] : INFO : Epoch 646 | loss: 0.000732582 | val_loss: 0.000730697 | Time: 1634.97 ms [2020-12-16 14:19:22 main:581] : INFO : Epoch 647 | loss: 0.000736196 | val_loss: 0.000763466 | Time: 1647.3 ms [2020-12-16 14:19:24 main:581] : INFO : Epoch 648 | loss: 0.000749234 | val_loss: 0.00074116 | Time: 1634.08 ms [2020-12-16 14:19:25 main:581] : INFO : Epoch 649 | loss: 0.000730798 | val_loss: 0.000733819 | Time: 1644.53 ms [2020-12-16 14:19:27 main:581] : INFO : Epoch 650 | loss: 0.000734904 | val_loss: 0.000737152 | Time: 1623.87 ms [2020-12-16 14:19:29 main:581] : INFO : Epoch 651 | loss: 0.000731506 | val_loss: 0.000734534 | Time: 1632.27 ms [2020-12-16 14:19:30 main:581] : INFO : Epoch 652 | loss: 0.000732656 | val_loss: 0.000733084 | Time: 1617.37 ms [2020-12-16 14:19:32 main:581] : INFO : Epoch 653 | loss: 0.000735174 | val_loss: 0.00076034 | Time: 1621.05 ms [2020-12-16 14:19:34 main:581] : INFO : Epoch 654 | loss: 0.000756783 | val_loss: 0.00074469 | Time: 1628.59 ms [2020-12-16 14:19:35 main:581] : INFO : Epoch 655 | loss: 0.000734687 | val_loss: 0.000732678 | Time: 1630.71 ms [2020-12-16 14:19:37 main:581] : INFO : Epoch 656 | loss: 0.000731014 | val_loss: 0.000739267 | Time: 1632.38 ms [2020-12-16 14:19:39 main:581] : INFO : Epoch 657 | loss: 0.000739696 | val_loss: 0.000734793 | Time: 1641.85 ms [2020-12-16 14:19:40 main:581] : INFO : Epoch 658 | loss: 0.000735208 | val_loss: 0.000750409 | Time: 1649.3 ms [2020-12-16 14:19:42 main:581] : INFO : Epoch 659 | loss: 0.000746545 | val_loss: 0.000742639 | Time: 1648.75 ms [2020-12-16 14:19:43 main:581] : INFO : Epoch 660 | loss: 0.0007383 | val_loss: 0.000737203 | Time: 1643.55 ms [2020-12-16 14:19:45 main:581] : INFO : Epoch 661 | loss: 0.000741351 | val_loss: 0.000744696 | Time: 1632.44 ms [2020-12-16 14:19:47 main:581] : INFO : Epoch 662 | loss: 0.000758709 | val_loss: 0.000734644 | Time: 1624.3 ms [2020-12-16 14:19:48 main:581] : INFO : Epoch 663 | loss: 0.000736118 | val_loss: 0.000724322 | Time: 1618.56 ms [2020-12-16 14:19:50 main:581] : INFO : Epoch 664 | loss: 0.000717968 | val_loss: 0.000729717 | Time: 1621.13 ms [2020-12-16 14:19:52 main:581] : INFO : Epoch 665 | loss: 0.0007314 | val_loss: 0.000740083 | Time: 1624.28 ms [2020-12-16 14:19:53 main:581] : INFO : Epoch 666 | loss: 0.000730799 | val_loss: 0.000741506 | Time: 1625.54 ms [2020-12-16 14:19:55 main:581] : INFO : Epoch 667 | loss: 0.000748522 | val_loss: 0.000745949 | Time: 1619.94 ms [2020-12-16 14:19:56 main:581] : INFO : Epoch 668 | loss: 0.000738791 | val_loss: 0.000745856 | Time: 1619.73 ms [2020-12-16 14:19:58 main:581] : INFO : Epoch 669 | loss: 0.00073792 | val_loss: 0.000744421 | Time: 1621 ms [2020-12-16 14:20:00 main:581] : INFO : Epoch 670 | loss: 0.000739096 | val_loss: 0.000748539 | Time: 1620.33 ms [2020-12-16 14:20:01 main:581] : INFO : Epoch 671 | loss: 0.000735707 | val_loss: 0.000734202 | Time: 1621.04 ms [2020-12-16 14:20:03 main:581] : INFO : Epoch 672 | loss: 0.000733446 | val_loss: 0.00073526 | Time: 1617.82 ms [2020-12-16 14:20:05 main:581] : INFO : Epoch 673 | loss: 0.000732541 | val_loss: 0.00074009 | Time: 1620.96 ms [2020-12-16 14:20:06 main:581] : INFO : Epoch 674 | loss: 0.000777509 | val_loss: 0.000774629 | Time: 1633.69 ms [2020-12-16 14:20:08 main:581] : INFO : Epoch 675 | loss: 0.000750022 | val_loss: 0.000742057 | Time: 1647.34 ms [2020-12-16 14:20:09 main:581] : INFO : Epoch 676 | loss: 0.00073325 | val_loss: 0.000734033 | Time: 1658.59 ms [2020-12-16 14:20:11 main:581] : INFO : Epoch 677 | loss: 0.000729707 | val_loss: 0.000729767 | Time: 1633 ms [2020-12-16 14:20:13 main:581] : INFO : Epoch 678 | loss: 0.000730429 | val_loss: 0.000735625 | Time: 1626.06 ms [2020-12-16 14:20:14 main:581] : INFO : Epoch 679 | loss: 0.00073092 | val_loss: 0.000734173 | Time: 1641.78 ms [2020-12-16 14:20:16 main:581] : INFO : Epoch 680 | loss: 0.000741987 | val_loss: 0.000749993 | Time: 1647.85 ms [2020-12-16 14:20:18 main:581] : INFO : Epoch 681 | loss: 0.000737644 | val_loss: 0.000739045 | Time: 1653.95 ms [2020-12-16 14:20:19 main:581] : INFO : Epoch 682 | loss: 0.000741754 | val_loss: 0.000740407 | Time: 1644.67 ms [2020-12-16 14:20:21 main:581] : INFO : Epoch 683 | loss: 0.000733458 | val_loss: 0.000735848 | Time: 1644.74 ms [2020-12-16 14:20:23 main:581] : INFO : Epoch 684 | loss: 0.000737303 | val_loss: 0.000763773 | Time: 1650.13 ms [2020-12-16 14:20:24 main:581] : INFO : Epoch 685 | loss: 0.00164673 | val_loss: 0.0176733 | Time: 1630.48 ms [2020-12-16 14:20:26 main:581] : INFO : Epoch 686 | loss: 0.00788277 | val_loss: 0.0252907 | Time: 1632.91 ms [2020-12-16 14:20:28 main:581] : INFO : Epoch 687 | loss: 0.0183753 | val_loss: 0.013581 | Time: 1631.6 ms [2020-12-16 14:20:29 main:581] : INFO : Epoch 688 | loss: 0.0111488 | val_loss: 0.00867687 | Time: 1636.35 ms [2020-12-16 14:20:31 main:581] : INFO : Epoch 689 | loss: 0.00709745 | val_loss: 0.00607496 | Time: 1646.16 ms [2020-12-16 14:20:32 main:581] : INFO : Epoch 690 | loss: 0.0054927 | val_loss: 0.00336808 | Time: 1636.39 ms [2020-12-16 14:20:34 main:581] : INFO : Epoch 691 | loss: 0.0020758 | val_loss: 0.00164185 | Time: 1643.35 ms [2020-12-16 14:20:36 main:581] : INFO : Epoch 692 | loss: 0.00164281 | val_loss: 0.00140354 | Time: 1637.42 ms [2020-12-16 14:20:37 main:581] : INFO : Epoch 693 | loss: 0.00113197 | val_loss: 0.000968637 | Time: 1641.69 ms [2020-12-16 14:20:39 main:581] : INFO : Epoch 694 | loss: 0.000913487 | val_loss: 0.000937587 | Time: 1629.18 ms [2020-12-16 14:20:41 main:581] : INFO : Epoch 695 | loss: 0.00110206 | val_loss: 0.00150982 | Time: 1619.73 ms [2020-12-16 14:20:42 main:581] : INFO : Epoch 696 | loss: 0.00113081 | val_loss: 0.000889778 | Time: 1619.64 ms [2020-12-16 14:20:44 main:581] : INFO : Epoch 697 | loss: 0.000994337 | val_loss: 0.00102541 | Time: 1628.08 ms [2020-12-16 14:20:46 main:581] : INFO : Epoch 698 | loss: 0.000955069 | val_loss: 0.000854101 | Time: 1640.33 ms [2020-12-16 14:20:47 main:581] : INFO : Epoch 699 | loss: 0.00110175 | val_loss: 0.000807582 | Time: 1617.38 ms [2020-12-16 14:20:49 main:581] : INFO : Epoch 700 | loss: 0.000789533 | val_loss: 0.000786395 | Time: 1629.65 ms [2020-12-16 14:20:50 main:581] : INFO : Epoch 701 | loss: 0.000766743 | val_loss: 0.000764315 | Time: 1637.86 ms [2020-12-16 14:20:52 main:581] : INFO : Epoch 702 | loss: 0.000748682 | val_loss: 0.000753194 | Time: 1636.28 ms [2020-12-16 14:20:54 main:581] : INFO : Epoch 703 | loss: 0.000740083 | val_loss: 0.000747652 | Time: 1640.87 ms [2020-12-16 14:20:55 main:581] : INFO : Epoch 704 | loss: 0.000737908 | val_loss: 0.000745255 | Time: 1639.65 ms [2020-12-16 14:20:57 main:581] : INFO : Epoch 705 | loss: 0.000733994 | val_loss: 0.000741988 | Time: 1637.14 ms [2020-12-16 14:20:59 main:581] : INFO : Epoch 706 | loss: 0.000730337 | val_loss: 0.000740254 | Time: 1643.82 ms [2020-12-16 14:21:00 main:581] : INFO : Epoch 707 | loss: 0.000730602 | val_loss: 0.000740229 | Time: 1646.72 ms [2020-12-16 14:21:02 main:581] : INFO : Epoch 708 | loss: 0.00073082 | val_loss: 0.000739179 | Time: 1638 ms [2020-12-16 14:21:04 main:581] : INFO : Epoch 709 | loss: 0.000728155 | val_loss: 0.000741687 | Time: 1642.08 ms [2020-12-16 14:21:05 main:581] : INFO : Epoch 710 | loss: 0.000726473 | val_loss: 0.000737279 | Time: 1643.42 ms [2020-12-16 14:21:07 main:581] : INFO : Epoch 711 | loss: 0.000725046 | val_loss: 0.00073894 | Time: 1631.77 ms [2020-12-16 14:21:08 main:581] : INFO : Epoch 712 | loss: 0.000724769 | val_loss: 0.000736 | Time: 1640.28 ms [2020-12-16 14:21:10 main:581] : INFO : Epoch 713 | loss: 0.000724664 | val_loss: 0.000735952 | Time: 1607.44 ms [2020-12-16 14:21:12 main:581] : INFO : Epoch 714 | loss: 0.000730779 | val_loss: 0.00076871 | Time: 1617.93 ms [2020-12-16 14:21:13 main:581] : INFO : Epoch 715 | loss: 0.000759609 | val_loss: 0.000755742 | Time: 1631.57 ms [2020-12-16 14:21:15 main:581] : INFO : Epoch 716 | loss: 0.000743188 | val_loss: 0.000738426 | Time: 1636.52 ms [2020-12-16 14:21:17 main:581] : INFO : Epoch 717 | loss: 0.000733215 | val_loss: 0.000736361 | Time: 1632.22 ms [2020-12-16 14:21:18 main:581] : INFO : Epoch 718 | loss: 0.000729815 | val_loss: 0.000734716 | Time: 1630.49 ms [2020-12-16 14:21:20 main:581] : INFO : Epoch 719 | loss: 0.000728478 | val_loss: 0.000734107 | Time: 1623.79 ms [2020-12-16 14:21:21 main:581] : INFO : Epoch 720 | loss: 0.000727762 | val_loss: 0.000734212 | Time: 1630 ms [2020-12-16 14:21:23 main:581] : INFO : Epoch 721 | loss: 0.000726892 | val_loss: 0.000731945 | Time: 1637 ms [2020-12-16 14:21:25 main:581] : INFO : Epoch 722 | loss: 0.000726503 | val_loss: 0.000733634 | Time: 1634.84 ms [2020-12-16 14:21:26 main:581] : INFO : Epoch 723 | loss: 0.000725297 | val_loss: 0.000734036 | Time: 1637.53 ms [2020-12-16 14:21:28 main:581] : INFO : Epoch 724 | loss: 0.000736056 | val_loss: 0.000739578 | Time: 1644.63 ms [2020-12-16 14:21:30 main:581] : INFO : Epoch 725 | loss: 0.000729114 | val_loss: 0.000736364 | Time: 1637.35 ms [2020-12-16 14:21:31 main:581] : INFO : Epoch 726 | loss: 0.000724946 | val_loss: 0.000729085 | Time: 1634.86 ms [2020-12-16 14:21:33 main:581] : INFO : Epoch 727 | loss: 0.000728219 | val_loss: 0.000749859 | Time: 1626.31 ms [2020-12-16 14:21:35 main:581] : INFO : Epoch 728 | loss: 0.000727817 | val_loss: 0.000735483 | Time: 1673.41 ms [2020-12-16 14:21:36 main:581] : INFO : Epoch 729 | loss: 0.000722855 | val_loss: 0.000729366 | Time: 1621.69 ms [2020-12-16 14:21:38 main:581] : INFO : Epoch 730 | loss: 0.000721216 | val_loss: 0.000727877 | Time: 1628.15 ms [2020-12-16 14:21:39 main:581] : INFO : Epoch 731 | loss: 0.000723344 | val_loss: 0.000725439 | Time: 1626.01 ms [2020-12-16 14:21:41 main:581] : INFO : Epoch 732 | loss: 0.00072223 | val_loss: 0.000733675 | Time: 1605.57 ms [2020-12-16 14:21:43 main:581] : INFO : Epoch 733 | loss: 0.000728874 | val_loss: 0.000733651 | Time: 1617.26 ms [2020-12-16 14:21:44 main:581] : INFO : Epoch 734 | loss: 0.000722447 | val_loss: 0.000724262 | Time: 1630.06 ms [2020-12-16 14:21:46 main:581] : INFO : Epoch 735 | loss: 0.000718845 | val_loss: 0.000724966 | Time: 1630.66 ms [2020-12-16 14:21:48 main:581] : INFO : Epoch 736 | loss: 0.000722585 | val_loss: 0.000754264 | Time: 1630.82 ms [2020-12-16 14:21:49 main:581] : INFO : Epoch 737 | loss: 0.000746178 | val_loss: 0.000727299 | Time: 1631.59 ms [2020-12-16 14:21:51 main:581] : INFO : Epoch 738 | loss: 0.000720733 | val_loss: 0.000723619 | Time: 1628.78 ms [2020-12-16 14:21:52 main:581] : INFO : Epoch 739 | loss: 0.000718683 | val_loss: 0.000724211 | Time: 1623.68 ms [2020-12-16 14:21:54 main:581] : INFO : Epoch 740 | loss: 0.000718622 | val_loss: 0.00072877 | Time: 1624.77 ms [2020-12-16 14:21:56 main:581] : INFO : Epoch 741 | loss: 0.000720677 | val_loss: 0.000724652 | Time: 1635.22 ms [2020-12-16 14:21:57 main:581] : INFO : Epoch 742 | loss: 0.000719993 | val_loss: 0.000726845 | Time: 1624.84 ms [2020-12-16 14:21:59 main:581] : INFO : Epoch 743 | loss: 0.000728223 | val_loss: 0.000740868 | Time: 1609.67 ms [2020-12-16 14:22:01 main:581] : INFO : Epoch 744 | loss: 0.000723817 | val_loss: 0.00072983 | Time: 1606.5 ms [2020-12-16 14:22:02 main:581] : INFO : Epoch 745 | loss: 0.000719085 | val_loss: 0.000722668 | Time: 1629.76 ms [2020-12-16 14:22:04 main:581] : INFO : Epoch 746 | loss: 0.000712718 | val_loss: 0.000722388 | Time: 1626.14 ms [2020-12-16 14:22:05 main:581] : INFO : Epoch 747 | loss: 0.000713256 | val_loss: 0.000724291 | Time: 1621.9 ms [2020-12-16 14:22:07 main:581] : INFO : Epoch 748 | loss: 0.000717319 | val_loss: 0.000752309 | Time: 1631.69 ms [2020-12-16 14:22:09 main:581] : INFO : Epoch 749 | loss: 0.000751726 | val_loss: 0.000735574 | Time: 1634.23 ms [2020-12-16 14:22:10 main:581] : INFO : Epoch 750 | loss: 0.000718948 | val_loss: 0.000724932 | Time: 1624.16 ms [2020-12-16 14:22:12 main:581] : INFO : Epoch 751 | loss: 0.000712897 | val_loss: 0.000722997 | Time: 1618.72 ms [2020-12-16 14:22:14 main:581] : INFO : Epoch 752 | loss: 0.000710432 | val_loss: 0.000722026 | Time: 1615.97 ms [2020-12-16 14:22:15 main:581] : INFO : Epoch 753 | loss: 0.000711263 | val_loss: 0.000721533 | Time: 1606.87 ms [2020-12-16 14:22:17 main:581] : INFO : Epoch 754 | loss: 0.000712094 | val_loss: 0.000722425 | Time: 1610.63 ms [2020-12-16 14:22:18 main:581] : INFO : Epoch 755 | loss: 0.000713114 | val_loss: 0.000721112 | Time: 1620.2 ms [2020-12-16 14:22:20 main:581] : INFO : Epoch 756 | loss: 0.000712471 | val_loss: 0.000723515 | Time: 1608.06 ms [2020-12-16 14:22:22 main:581] : INFO : Epoch 757 | loss: 0.000715903 | val_loss: 0.00073364 | Time: 1606.97 ms [2020-12-16 14:22:23 main:581] : INFO : Epoch 758 | loss: 0.000739206 | val_loss: 0.000731237 | Time: 1611.22 ms [2020-12-16 14:22:25 main:581] : INFO : Epoch 759 | loss: 0.000716155 | val_loss: 0.000724537 | Time: 1611.06 ms [2020-12-16 14:22:26 main:581] : INFO : Epoch 760 | loss: 0.000709567 | val_loss: 0.000722296 | Time: 1611.91 ms [2020-12-16 14:22:28 main:581] : INFO : Epoch 761 | loss: 0.000708418 | val_loss: 0.000716522 | Time: 1607.12 ms [2020-12-16 14:22:30 main:581] : INFO : Epoch 762 | loss: 0.000706665 | val_loss: 0.000718414 | Time: 1616.56 ms [2020-12-16 14:22:31 main:581] : INFO : Epoch 763 | loss: 0.000705951 | val_loss: 0.000720596 | Time: 1617.96 ms [2020-12-16 14:22:33 main:581] : INFO : Epoch 764 | loss: 0.00072 | val_loss: 0.00071905 | Time: 1605.38 ms [2020-12-16 14:22:35 main:581] : INFO : Epoch 765 | loss: 0.000706415 | val_loss: 0.000720791 | Time: 1618.27 ms [2020-12-16 14:22:36 main:581] : INFO : Epoch 766 | loss: 0.000707609 | val_loss: 0.000721686 | Time: 1613.06 ms [2020-12-16 14:22:38 main:581] : INFO : Epoch 767 | loss: 0.000721443 | val_loss: 0.000721121 | Time: 1612.26 ms [2020-12-16 14:22:39 main:581] : INFO : Epoch 768 | loss: 0.000712145 | val_loss: 0.000718269 | Time: 1603.31 ms [2020-12-16 14:22:41 main:581] : INFO : Epoch 769 | loss: 0.0077013 | val_loss: 0.0308051 | Time: 1602.82 ms [2020-12-16 14:22:43 main:581] : INFO : Epoch 770 | loss: 0.0363558 | val_loss: 0.0302763 | Time: 1604.53 ms [2020-12-16 14:22:44 main:581] : INFO : Epoch 771 | loss: 0.0144829 | val_loss: 0.00606756 | Time: 1611.81 ms [2020-12-16 14:22:46 main:581] : INFO : Epoch 772 | loss: 0.00323175 | val_loss: 0.00206885 | Time: 1604.59 ms [2020-12-16 14:22:47 main:581] : INFO : Epoch 773 | loss: 0.00254191 | val_loss: 0.00179875 | Time: 1610.91 ms [2020-12-16 14:22:49 main:581] : INFO : Epoch 774 | loss: 0.00145034 | val_loss: 0.00127083 | Time: 1605.44 ms [2020-12-16 14:22:51 main:581] : INFO : Epoch 775 | loss: 0.00113776 | val_loss: 0.00110862 | Time: 1631.51 ms [2020-12-16 14:22:52 main:581] : INFO : Epoch 776 | loss: 0.00107357 | val_loss: 0.00107928 | Time: 1627.13 ms [2020-12-16 14:22:54 main:581] : INFO : Epoch 777 | loss: 0.00105234 | val_loss: 0.00106414 | Time: 1624.01 ms [2020-12-16 14:22:55 main:581] : INFO : Epoch 778 | loss: 0.00103822 | val_loss: 0.00104821 | Time: 1625.68 ms [2020-12-16 14:22:57 main:581] : INFO : Epoch 779 | loss: 0.0010574 | val_loss: 0.00110393 | Time: 1625.63 ms [2020-12-16 14:22:59 main:581] : INFO : Epoch 780 | loss: 0.00143356 | val_loss: 0.00319056 | Time: 1629.24 ms [2020-12-16 14:23:00 main:581] : INFO : Epoch 781 | loss: 0.00371481 | val_loss: 0.00271541 | Time: 1620 ms [2020-12-16 14:23:02 main:581] : INFO : Epoch 782 | loss: 0.00232561 | val_loss: 0.00159727 | Time: 1610.64 ms [2020-12-16 14:23:04 main:581] : INFO : Epoch 783 | loss: 0.00126382 | val_loss: 0.00104402 | Time: 1609.96 ms [2020-12-16 14:23:05 main:581] : INFO : Epoch 784 | loss: 0.000986431 | val_loss: 0.000952055 | Time: 1606.38 ms [2020-12-16 14:23:07 main:581] : INFO : Epoch 785 | loss: 0.000927095 | val_loss: 0.000917208 | Time: 1606.41 ms [2020-12-16 14:23:08 main:581] : INFO : Epoch 786 | loss: 0.00089862 | val_loss: 0.000898179 | Time: 1607.28 ms [2020-12-16 14:23:10 main:581] : INFO : Epoch 787 | loss: 0.000881872 | val_loss: 0.000884442 | Time: 1610.26 ms [2020-12-16 14:23:12 main:581] : INFO : Epoch 788 | loss: 0.000869388 | val_loss: 0.000875175 | Time: 1608.22 ms [2020-12-16 14:23:13 main:581] : INFO : Epoch 789 | loss: 0.000861863 | val_loss: 0.000868337 | Time: 1615.38 ms [2020-12-16 14:23:15 main:581] : INFO : Epoch 790 | loss: 0.000855961 | val_loss: 0.000863635 | Time: 1618.89 ms [2020-12-16 14:23:16 main:581] : INFO : Epoch 791 | loss: 0.000851802 | val_loss: 0.000860154 | Time: 1608.55 ms [2020-12-16 14:23:18 main:581] : INFO : Epoch 792 | loss: 0.000848124 | val_loss: 0.000856791 | Time: 1608.8 ms [2020-12-16 14:23:20 main:581] : INFO : Epoch 793 | loss: 0.000841662 | val_loss: 0.000847016 | Time: 1619.92 ms [2020-12-16 14:23:21 main:581] : INFO : Epoch 794 | loss: 0.00136291 | val_loss: 0.00138319 | Time: 1621.38 ms [2020-12-16 14:23:23 main:581] : INFO : Epoch 795 | loss: 0.00113745 | val_loss: 0.0010388 | Time: 1614.09 ms [2020-12-16 14:23:25 main:581] : INFO : Epoch 796 | loss: 0.000969744 | val_loss: 0.00093447 | Time: 1623.24 ms [2020-12-16 14:23:26 main:581] : INFO : Epoch 797 | loss: 0.000907419 | val_loss: 0.000899379 | Time: 1611.27 ms [2020-12-16 14:23:28 main:581] : INFO : Epoch 798 | loss: 0.000877931 | val_loss: 0.000877566 | Time: 1616.44 ms [2020-12-16 14:23:29 main:581] : INFO : Epoch 799 | loss: 0.00086118 | val_loss: 0.000864941 | Time: 1609.79 ms [2020-12-16 14:23:31 main:581] : INFO : Epoch 800 | loss: 0.000853251 | val_loss: 0.000861272 | Time: 1607.96 ms [2020-12-16 14:23:33 main:581] : INFO : Epoch 801 | loss: 0.000850484 | val_loss: 0.000852771 | Time: 1607.19 ms [2020-12-16 14:23:34 main:581] : INFO : Epoch 802 | loss: 0.000841625 | val_loss: 0.000844088 | Time: 1615.93 ms [2020-12-16 14:23:36 main:581] : INFO : Epoch 803 | loss: 0.000834426 | val_loss: 0.000839608 | Time: 1612.21 ms [2020-12-16 14:23:37 main:581] : INFO : Epoch 804 | loss: 0.000829435 | val_loss: 0.00083411 | Time: 1612.91 ms [2020-12-16 14:23:39 main:581] : INFO : Epoch 805 | loss: 0.000825999 | val_loss: 0.000831723 | Time: 1612.97 ms [2020-12-16 14:23:41 main:581] : INFO : Epoch 806 | loss: 0.0008232 | val_loss: 0.000829472 | Time: 1605.56 ms [2020-12-16 14:23:42 main:581] : INFO : Epoch 807 | loss: 0.000821187 | val_loss: 0.000827945 | Time: 1609.8 ms [2020-12-16 14:23:44 main:581] : INFO : Epoch 808 | loss: 0.000820042 | val_loss: 0.000826524 | Time: 1614.54 ms [2020-12-16 14:23:46 main:581] : INFO : Epoch 809 | loss: 0.000818371 | val_loss: 0.000825385 | Time: 1619.92 ms [2020-12-16 14:23:47 main:581] : INFO : Epoch 810 | loss: 0.000817776 | val_loss: 0.000825502 | Time: 1631.17 ms [2020-12-16 14:23:49 main:581] : INFO : Epoch 811 | loss: 0.000817332 | val_loss: 0.000824721 | Time: 1599.64 ms [2020-12-16 14:23:50 main:581] : INFO : Epoch 812 | loss: 0.000816079 | val_loss: 0.000823354 | Time: 1604.68 ms [2020-12-16 14:23:52 main:581] : INFO : Epoch 813 | loss: 0.000814783 | val_loss: 0.000821774 | Time: 1606.98 ms [2020-12-16 14:23:54 main:581] : INFO : Epoch 814 | loss: 0.000814026 | val_loss: 0.000820968 | Time: 1624.01 ms [2020-12-16 14:23:55 main:581] : INFO : Epoch 815 | loss: 0.000812796 | val_loss: 0.000820188 | Time: 1624.8 ms [2020-12-16 14:23:57 main:581] : INFO : Epoch 816 | loss: 0.000811736 | val_loss: 0.00081926 | Time: 1613.08 ms [2020-12-16 14:23:58 main:581] : INFO : Epoch 817 | loss: 0.000811001 | val_loss: 0.000818318 | Time: 1603.41 ms [2020-12-16 14:24:00 main:581] : INFO : Epoch 818 | loss: 0.000810361 | val_loss: 0.000816857 | Time: 1610.31 ms [2020-12-16 14:24:02 main:581] : INFO : Epoch 819 | loss: 0.000809795 | val_loss: 0.000816084 | Time: 1607.55 ms [2020-12-16 14:24:03 main:581] : INFO : Epoch 820 | loss: 0.000809291 | val_loss: 0.000816413 | Time: 1612.72 ms [2020-12-16 14:24:05 main:581] : INFO : Epoch 821 | loss: 0.00080967 | val_loss: 0.000815656 | Time: 1609.53 ms [2020-12-16 14:24:06 main:581] : INFO : Epoch 822 | loss: 0.000808197 | val_loss: 0.00081469 | Time: 1607.47 ms [2020-12-16 14:24:08 main:581] : INFO : Epoch 823 | loss: 0.000807401 | val_loss: 0.000814013 | Time: 1603.52 ms [2020-12-16 14:24:10 main:581] : INFO : Epoch 824 | loss: 0.000807015 | val_loss: 0.000814005 | Time: 1611.57 ms [2020-12-16 14:24:11 main:581] : INFO : Epoch 825 | loss: 0.000806625 | val_loss: 0.000813308 | Time: 1649.7 ms [2020-12-16 14:24:13 main:581] : INFO : Epoch 826 | loss: 0.000806399 | val_loss: 0.000813026 | Time: 1632.54 ms [2020-12-16 14:24:15 main:581] : INFO : Epoch 827 | loss: 0.000806185 | val_loss: 0.000812642 | Time: 1611.58 ms [2020-12-16 14:24:16 main:581] : INFO : Epoch 828 | loss: 0.000805587 | val_loss: 0.000812174 | Time: 1606.84 ms [2020-12-16 14:24:18 main:581] : INFO : Epoch 829 | loss: 0.00080524 | val_loss: 0.000811838 | Time: 1606.36 ms [2020-12-16 14:24:19 main:581] : INFO : Epoch 830 | loss: 0.000805039 | val_loss: 0.000811354 | Time: 1604.87 ms [2020-12-16 14:24:21 main:581] : INFO : Epoch 831 | loss: 0.000804727 | val_loss: 0.000811198 | Time: 1612.54 ms [2020-12-16 14:24:23 main:581] : INFO : Epoch 832 | loss: 0.000804372 | val_loss: 0.000810816 | Time: 1609.81 ms [2020-12-16 14:24:24 main:581] : INFO : Epoch 833 | loss: 0.000804059 | val_loss: 0.000811121 | Time: 1603.56 ms [2020-12-16 14:24:26 main:581] : INFO : Epoch 834 | loss: 0.000804018 | val_loss: 0.000810578 | Time: 1607.1 ms [2020-12-16 14:24:27 main:581] : INFO : Epoch 835 | loss: 0.000803871 | val_loss: 0.000810622 | Time: 1622.55 ms [2020-12-16 14:24:29 main:581] : INFO : Epoch 836 | loss: 0.000803542 | val_loss: 0.000810294 | Time: 1627.71 ms [2020-12-16 14:24:31 main:581] : INFO : Epoch 837 | loss: 0.000803294 | val_loss: 0.00080997 | Time: 1619.52 ms [2020-12-16 14:24:32 main:581] : INFO : Epoch 838 | loss: 0.00080308 | val_loss: 0.000809564 | Time: 1630.04 ms [2020-12-16 14:24:34 main:581] : INFO : Epoch 839 | loss: 0.000802839 | val_loss: 0.000809753 | Time: 1626.29 ms [2020-12-16 14:24:36 main:581] : INFO : Epoch 840 | loss: 0.000802695 | val_loss: 0.00080936 | Time: 1630.59 ms [2020-12-16 14:24:37 main:581] : INFO : Epoch 841 | loss: 0.000802822 | val_loss: 0.000810449 | Time: 1632.92 ms [2020-12-16 14:24:39 main:581] : INFO : Epoch 842 | loss: 0.000802637 | val_loss: 0.00080975 | Time: 1626.59 ms [2020-12-16 14:24:40 main:581] : INFO : Epoch 843 | loss: 0.000803418 | val_loss: 0.00081028 | Time: 1622.16 ms [2020-12-16 14:24:42 main:581] : INFO : Epoch 844 | loss: 0.000804006 | val_loss: 0.000811289 | Time: 1616.06 ms [2020-12-16 14:24:44 main:581] : INFO : Epoch 845 | loss: 0.000803418 | val_loss: 0.000811604 | Time: 1621.72 ms [2020-12-16 14:24:45 main:581] : INFO : Epoch 846 | loss: 0.000802048 | val_loss: 0.000809593 | Time: 1622.97 ms [2020-12-16 14:24:47 main:581] : INFO : Epoch 847 | loss: 0.000801683 | val_loss: 0.000808037 | Time: 1622.88 ms [2020-12-16 14:24:49 main:581] : INFO : Epoch 848 | loss: 0.000808337 | val_loss: 0.000809982 | Time: 1630.85 ms [2020-12-16 14:24:50 main:581] : INFO : Epoch 849 | loss: 0.000801711 | val_loss: 0.000808652 | Time: 1624.16 ms [2020-12-16 14:24:52 main:581] : INFO : Epoch 850 | loss: 0.000803122 | val_loss: 0.000810234 | Time: 1624.49 ms [2020-12-16 14:24:53 main:581] : INFO : Epoch 851 | loss: 0.000803038 | val_loss: 0.000809171 | Time: 1637.09 ms [2020-12-16 14:24:55 main:581] : INFO : Epoch 852 | loss: 0.00080279 | val_loss: 0.000808376 | Time: 1637.06 ms [2020-12-16 14:24:57 main:581] : INFO : Epoch 853 | loss: 0.00080616 | val_loss: 0.000816167 | Time: 1631.23 ms [2020-12-16 14:24:58 main:581] : INFO : Epoch 854 | loss: 0.000802481 | val_loss: 0.000809195 | Time: 1636.55 ms [2020-12-16 14:25:00 main:581] : INFO : Epoch 855 | loss: 0.000800472 | val_loss: 0.000808297 | Time: 1621.54 ms [2020-12-16 14:25:02 main:581] : INFO : Epoch 856 | loss: 0.00080095 | val_loss: 0.000808171 | Time: 1642.72 ms [2020-12-16 14:25:03 main:581] : INFO : Epoch 857 | loss: 0.000807783 | val_loss: 0.000829628 | Time: 1647.18 ms [2020-12-16 14:25:05 main:581] : INFO : Epoch 858 | loss: 0.000810803 | val_loss: 0.000812833 | Time: 1615.67 ms [2020-12-16 14:25:07 main:581] : INFO : Epoch 859 | loss: 0.000801065 | val_loss: 0.000809731 | Time: 1624.16 ms [2020-12-16 14:25:08 main:581] : INFO : Epoch 860 | loss: 0.000800997 | val_loss: 0.000808339 | Time: 1632.33 ms [2020-12-16 14:25:10 main:581] : INFO : Epoch 861 | loss: 0.000801339 | val_loss: 0.000811485 | Time: 1642.38 ms [2020-12-16 14:25:11 main:581] : INFO : Epoch 862 | loss: 0.000808958 | val_loss: 0.000812266 | Time: 1642.09 ms [2020-12-16 14:25:13 main:581] : INFO : Epoch 863 | loss: 0.000802851 | val_loss: 0.000810228 | Time: 1640.71 ms [2020-12-16 14:25:15 main:581] : INFO : Epoch 864 | loss: 0.00079996 | val_loss: 0.00080749 | Time: 1625.57 ms [2020-12-16 14:25:16 main:581] : INFO : Epoch 865 | loss: 0.000800677 | val_loss: 0.000815605 | Time: 1610.71 ms [2020-12-16 14:25:18 main:581] : INFO : Epoch 866 | loss: 0.000801843 | val_loss: 0.000807691 | Time: 1609.07 ms [2020-12-16 14:25:20 main:581] : INFO : Epoch 867 | loss: 0.000799469 | val_loss: 0.000807091 | Time: 1609.91 ms [2020-12-16 14:25:21 main:581] : INFO : Epoch 868 | loss: 0.000799129 | val_loss: 0.000807635 | Time: 1624.62 ms [2020-12-16 14:25:23 main:581] : INFO : Epoch 869 | loss: 0.000803377 | val_loss: 0.000827767 | Time: 1627.83 ms [2020-12-16 14:25:24 main:581] : INFO : Epoch 870 | loss: 0.000826526 | val_loss: 0.000822257 | Time: 1625.24 ms [2020-12-16 14:25:26 main:581] : INFO : Epoch 871 | loss: 0.000803444 | val_loss: 0.000808881 | Time: 1629.18 ms [2020-12-16 14:25:28 main:581] : INFO : Epoch 872 | loss: 0.000800358 | val_loss: 0.000808472 | Time: 1614.69 ms [2020-12-16 14:25:29 main:581] : INFO : Epoch 873 | loss: 0.000800324 | val_loss: 0.000808968 | Time: 1630.36 ms [2020-12-16 14:25:31 main:581] : INFO : Epoch 874 | loss: 0.000802986 | val_loss: 0.000819634 | Time: 1615.25 ms [2020-12-16 14:25:33 main:581] : INFO : Epoch 875 | loss: 0.000810857 | val_loss: 0.000812601 | Time: 1616.95 ms [2020-12-16 14:25:34 main:581] : INFO : Epoch 876 | loss: 0.000802551 | val_loss: 0.000810156 | Time: 1628.27 ms [2020-12-16 14:25:36 main:581] : INFO : Epoch 877 | loss: 0.000801567 | val_loss: 0.000810387 | Time: 1615.88 ms [2020-12-16 14:25:37 main:581] : INFO : Epoch 878 | loss: 0.00080013 | val_loss: 0.000806391 | Time: 1627.04 ms [2020-12-16 14:25:39 main:581] : INFO : Epoch 879 | loss: 0.000803613 | val_loss: 0.000814497 | Time: 1624.76 ms [2020-12-16 14:25:41 main:581] : INFO : Epoch 880 | loss: 0.000802997 | val_loss: 0.000816236 | Time: 1640.9 ms [2020-12-16 14:25:42 main:581] : INFO : Epoch 881 | loss: 0.000821967 | val_loss: 0.000810796 | Time: 1638.51 ms [2020-12-16 14:25:44 main:581] : INFO : Epoch 882 | loss: 0.000808404 | val_loss: 0.000808904 | Time: 1630.7 ms [2020-12-16 14:25:46 main:581] : INFO : Epoch 883 | loss: 0.000803219 | val_loss: 0.000818397 | Time: 1631.59 ms [2020-12-16 14:25:47 main:581] : INFO : Epoch 884 | loss: 0.000804425 | val_loss: 0.000810928 | Time: 1623.38 ms [2020-12-16 14:25:49 main:581] : INFO : Epoch 885 | loss: 0.000799786 | val_loss: 0.000807027 | Time: 1622.5 ms [2020-12-16 14:25:50 main:581] : INFO : Epoch 886 | loss: 0.000804955 | val_loss: 0.000830677 | Time: 1621.78 ms [2020-12-16 14:25:52 main:581] : INFO : Epoch 887 | loss: 0.000815421 | val_loss: 0.000807395 | Time: 1619.33 ms [2020-12-16 14:25:54 main:581] : INFO : Epoch 888 | loss: 0.000804064 | val_loss: 0.00080623 | Time: 1617.09 ms [2020-12-16 14:25:55 main:581] : INFO : Epoch 889 | loss: 0.000804603 | val_loss: 0.000818542 | Time: 1624.73 ms [2020-12-16 14:25:57 main:581] : INFO : Epoch 890 | loss: 0.000804907 | val_loss: 0.000813018 | Time: 1633.15 ms [2020-12-16 14:25:59 main:581] : INFO : Epoch 891 | loss: 0.000800084 | val_loss: 0.00080832 | Time: 1631.48 ms [2020-12-16 14:26:00 main:581] : INFO : Epoch 892 | loss: 0.000803396 | val_loss: 0.000821028 | Time: 1618.8 ms [2020-12-16 14:26:02 main:581] : INFO : Epoch 893 | loss: 0.000813736 | val_loss: 0.000812774 | Time: 1619.53 ms [2020-12-16 14:26:03 main:581] : INFO : Epoch 894 | loss: 0.000804084 | val_loss: 0.000808593 | Time: 1614.71 ms [2020-12-16 14:26:05 main:581] : INFO : Epoch 895 | loss: 0.000800361 | val_loss: 0.000810043 | Time: 1618.71 ms [2020-12-16 14:26:07 main:581] : INFO : Epoch 896 | loss: 0.000806351 | val_loss: 0.000823808 | Time: 1617.12 ms [2020-12-16 14:26:08 main:581] : INFO : Epoch 897 | loss: 0.000808255 | val_loss: 0.000805766 | Time: 1618.26 ms [2020-12-16 14:26:10 main:581] : INFO : Epoch 898 | loss: 0.000800217 | val_loss: 0.000814899 | Time: 1610.03 ms [2020-12-16 14:26:12 main:581] : INFO : Epoch 899 | loss: 0.000807101 | val_loss: 0.000816408 | Time: 1629.11 ms [2020-12-16 14:26:13 main:581] : INFO : Epoch 900 | loss: 0.000825751 | val_loss: 0.000816026 | Time: 1619.55 ms [2020-12-16 14:26:15 main:581] : INFO : Epoch 901 | loss: 0.000809057 | val_loss: 0.000809786 | Time: 1622.49 ms [2020-12-16 14:26:16 main:581] : INFO : Epoch 902 | loss: 0.000800712 | val_loss: 0.000804729 | Time: 1637.7 ms [2020-12-16 14:26:18 main:581] : INFO : Epoch 903 | loss: 0.000800703 | val_loss: 0.000805848 | Time: 1626.63 ms [2020-12-16 14:26:20 main:581] : INFO : Epoch 904 | loss: 0.000799274 | val_loss: 0.000806533 | Time: 1621.89 ms [2020-12-16 14:26:21 main:581] : INFO : Epoch 905 | loss: 0.000805897 | val_loss: 0.000841446 | Time: 1623.7 ms [2020-12-16 14:26:23 main:581] : INFO : Epoch 906 | loss: 0.000835194 | val_loss: 0.000808133 | Time: 1626.07 ms [2020-12-16 14:26:25 main:581] : INFO : Epoch 907 | loss: 0.000801497 | val_loss: 0.000806494 | Time: 1623.81 ms [2020-12-16 14:26:26 main:581] : INFO : Epoch 908 | loss: 0.000800268 | val_loss: 0.000808768 | Time: 1619.6 ms [2020-12-16 14:26:28 main:581] : INFO : Epoch 909 | loss: 0.000800504 | val_loss: 0.000810208 | Time: 1607.71 ms [2020-12-16 14:26:29 main:581] : INFO : Epoch 910 | loss: 0.000802945 | val_loss: 0.000810175 | Time: 1608.21 ms [2020-12-16 14:26:31 main:581] : INFO : Epoch 911 | loss: 0.000800127 | val_loss: 0.000812576 | Time: 1617.89 ms [2020-12-16 14:26:33 main:581] : INFO : Epoch 912 | loss: 0.000813418 | val_loss: 0.000813754 | Time: 1613.87 ms [2020-12-16 14:26:34 main:581] : INFO : Epoch 913 | loss: 0.000805545 | val_loss: 0.000811504 | Time: 1620.59 ms [2020-12-16 14:26:36 main:581] : INFO : Epoch 914 | loss: 0.000802143 | val_loss: 0.00081192 | Time: 1608.36 ms [2020-12-16 14:26:37 main:581] : INFO : Epoch 915 | loss: 0.000802058 | val_loss: 0.000817731 | Time: 1616.08 ms [2020-12-16 14:26:39 main:581] : INFO : Epoch 916 | loss: 0.000818342 | val_loss: 0.000811391 | Time: 1607.89 ms [2020-12-16 14:26:41 main:581] : INFO : Epoch 917 | loss: 0.000802958 | val_loss: 0.000822031 | Time: 1617.8 ms [2020-12-16 14:26:42 main:581] : INFO : Epoch 918 | loss: 0.000822257 | val_loss: 0.000816667 | Time: 1632.87 ms [2020-12-16 14:26:44 main:581] : INFO : Epoch 919 | loss: 0.000804878 | val_loss: 0.000812981 | Time: 1612.01 ms [2020-12-16 14:26:46 main:581] : INFO : Epoch 920 | loss: 0.000799703 | val_loss: 0.000806517 | Time: 1626.85 ms [2020-12-16 14:26:47 main:581] : INFO : Epoch 921 | loss: 0.000800045 | val_loss: 0.000807185 | Time: 1626.46 ms [2020-12-16 14:26:49 main:581] : INFO : Epoch 922 | loss: 0.000801366 | val_loss: 0.000819109 | Time: 1622.66 ms [2020-12-16 14:26:50 main:581] : INFO : Epoch 923 | loss: 0.000817394 | val_loss: 0.000823352 | Time: 1632.2 ms [2020-12-16 14:26:52 main:581] : INFO : Epoch 924 | loss: 0.000802992 | val_loss: 0.000807216 | Time: 1622.36 ms [2020-12-16 14:26:54 main:581] : INFO : Epoch 925 | loss: 0.0008012 | val_loss: 0.000828178 | Time: 1614.99 ms [2020-12-16 14:26:55 main:581] : INFO : Epoch 926 | loss: 0.000812814 | val_loss: 0.000819027 | Time: 1617.96 ms [2020-12-16 14:26:57 main:581] : INFO : Epoch 927 | loss: 0.000803775 | val_loss: 0.000806092 | Time: 1611.73 ms [2020-12-16 14:26:59 main:581] : INFO : Epoch 928 | loss: 0.000802149 | val_loss: 0.00080877 | Time: 1620.9 ms [2020-12-16 14:27:00 main:581] : INFO : Epoch 929 | loss: 0.000798627 | val_loss: 0.000813216 | Time: 1618.1 ms [2020-12-16 14:27:02 main:581] : INFO : Epoch 930 | loss: 0.000814531 | val_loss: 0.000837198 | Time: 1618.98 ms [2020-12-16 14:27:03 main:581] : INFO : Epoch 931 | loss: 0.000815742 | val_loss: 0.000814869 | Time: 1622.9 ms [2020-12-16 14:27:05 main:581] : INFO : Epoch 932 | loss: 0.000801695 | val_loss: 0.000810532 | Time: 1619.83 ms [2020-12-16 14:27:07 main:581] : INFO : Epoch 933 | loss: 0.000806508 | val_loss: 0.000816659 | Time: 1623.18 ms [2020-12-16 14:27:08 main:581] : INFO : Epoch 934 | loss: 0.000802306 | val_loss: 0.000809076 | Time: 1618.86 ms [2020-12-16 14:27:10 main:581] : INFO : Epoch 935 | loss: 0.000805204 | val_loss: 0.000817921 | Time: 1609.21 ms [2020-12-16 14:27:11 main:581] : INFO : Epoch 936 | loss: 0.000818418 | val_loss: 0.000821565 | Time: 1614.23 ms [2020-12-16 14:27:13 main:581] : INFO : Epoch 937 | loss: 0.000806047 | val_loss: 0.000806436 | Time: 1624.53 ms [2020-12-16 14:27:15 main:581] : INFO : Epoch 938 | loss: 0.000806849 | val_loss: 0.000810313 | Time: 1608.8 ms [2020-12-16 14:27:16 main:581] : INFO : Epoch 939 | loss: 0.00080188 | val_loss: 0.000809359 | Time: 1632.9 ms [2020-12-16 14:27:18 main:581] : INFO : Epoch 940 | loss: 0.000804708 | val_loss: 0.000824207 | Time: 1619.89 ms [2020-12-16 14:27:20 main:581] : INFO : Epoch 941 | loss: 0.000808623 | val_loss: 0.00080759 | Time: 1615.05 ms [2020-12-16 14:27:21 main:581] : INFO : Epoch 942 | loss: 0.000801554 | val_loss: 0.000813584 | Time: 1609.04 ms [2020-12-16 14:27:23 main:581] : INFO : Epoch 943 | loss: 0.000820054 | val_loss: 0.000839769 | Time: 1606.64 ms [2020-12-16 14:27:24 main:581] : INFO : Epoch 944 | loss: 0.000813205 | val_loss: 0.00080902 | Time: 1612.83 ms [2020-12-16 14:27:26 main:581] : INFO : Epoch 945 | loss: 0.000804492 | val_loss: 0.0008128 | Time: 1611.17 ms [2020-12-16 14:27:28 main:581] : INFO : Epoch 946 | loss: 0.000798873 | val_loss: 0.00080707 | Time: 1619.96 ms [2020-12-16 14:27:29 main:581] : INFO : Epoch 947 | loss: 0.000798874 | val_loss: 0.000805891 | Time: 1622.55 ms [2020-12-16 14:27:31 main:581] : INFO : Epoch 948 | loss: 0.000799094 | val_loss: 0.00081126 | Time: 1622.16 ms [2020-12-16 14:27:32 main:581] : INFO : Epoch 949 | loss: 0.000815374 | val_loss: 0.000810002 | Time: 1626.36 ms [2020-12-16 14:27:34 main:581] : INFO : Epoch 950 | loss: 0.000812643 | val_loss: 0.000842516 | Time: 1624.36 ms [2020-12-16 14:27:36 main:581] : INFO : Epoch 951 | loss: 0.000816869 | val_loss: 0.000812928 | Time: 1626.46 ms [2020-12-16 14:27:37 main:581] : INFO : Epoch 952 | loss: 0.000804574 | val_loss: 0.000814744 | Time: 1623.94 ms [2020-12-16 14:27:39 main:581] : INFO : Epoch 953 | loss: 0.000807692 | val_loss: 0.000807421 | Time: 1624.2 ms [2020-12-16 14:27:41 main:581] : INFO : Epoch 954 | loss: 0.000799274 | val_loss: 0.000804117 | Time: 1624.63 ms [2020-12-16 14:27:42 main:581] : INFO : Epoch 955 | loss: 0.000799207 | val_loss: 0.000812493 | Time: 1614.31 ms [2020-12-16 14:27:44 main:581] : INFO : Epoch 956 | loss: 0.00081104 | val_loss: 0.000810283 | Time: 1608.39 ms [2020-12-16 14:27:45 main:581] : INFO : Epoch 957 | loss: 0.000798751 | val_loss: 0.000806624 | Time: 1617.43 ms [2020-12-16 14:27:47 main:581] : INFO : Epoch 958 | loss: 0.000800392 | val_loss: 0.00081125 | Time: 1619.75 ms [2020-12-16 14:27:49 main:581] : INFO : Epoch 959 | loss: 0.000823551 | val_loss: 0.000828148 | Time: 1617.81 ms [2020-12-16 14:27:50 main:581] : INFO : Epoch 960 | loss: 0.000808963 | val_loss: 0.000816077 | Time: 1625.12 ms [2020-12-16 14:27:52 main:581] : INFO : Epoch 961 | loss: 0.000803139 | val_loss: 0.000809609 | Time: 1619.72 ms [2020-12-16 14:27:54 main:581] : INFO : Epoch 962 | loss: 0.000801732 | val_loss: 0.000811816 | Time: 1610.58 ms [2020-12-16 14:27:55 main:581] : INFO : Epoch 963 | loss: 0.000801786 | val_loss: 0.000810593 | Time: 1615.79 ms [2020-12-16 14:27:57 main:581] : INFO : Epoch 964 | loss: 0.000808304 | val_loss: 0.000830675 | Time: 1622.87 ms [2020-12-16 14:27:58 main:581] : INFO : Epoch 965 | loss: 0.000816543 | val_loss: 0.000812698 | Time: 1612.57 ms [2020-12-16 14:28:00 main:581] : INFO : Epoch 966 | loss: 0.000800619 | val_loss: 0.000809711 | Time: 1611.91 ms [2020-12-16 14:28:02 main:581] : INFO : Epoch 967 | loss: 0.000804878 | val_loss: 0.00083319 | Time: 1610.47 ms [2020-12-16 14:28:03 main:581] : INFO : Epoch 968 | loss: 0.000818111 | val_loss: 0.000816671 | Time: 1626.91 ms [2020-12-16 14:28:05 main:581] : INFO : Epoch 969 | loss: 0.000802388 | val_loss: 0.000808065 | Time: 1625.46 ms [2020-12-16 14:28:06 main:581] : INFO : Epoch 970 | loss: 0.000803779 | val_loss: 0.0008127 | Time: 1615.21 ms [2020-12-16 14:28:08 main:581] : INFO : Epoch 971 | loss: 0.000799264 | val_loss: 0.000806196 | Time: 1619.57 ms [2020-12-16 14:28:10 main:581] : INFO : Epoch 972 | loss: 0.000803178 | val_loss: 0.000814968 | Time: 1620.22 ms [2020-12-16 14:28:11 main:581] : INFO : Epoch 973 | loss: 0.000815984 | val_loss: 0.000821775 | Time: 1628.32 ms [2020-12-16 14:28:13 main:581] : INFO : Epoch 974 | loss: 0.000804972 | val_loss: 0.000807152 | Time: 1623.06 ms [2020-12-16 14:28:15 main:581] : INFO : Epoch 975 | loss: 0.000800083 | val_loss: 0.000807937 | Time: 1615.53 ms [2020-12-16 14:28:16 main:581] : INFO : Epoch 976 | loss: 0.00080978 | val_loss: 0.000851628 | Time: 1604.93 ms [2020-12-16 14:28:18 main:581] : INFO : Epoch 977 | loss: 0.000826315 | val_loss: 0.000833337 | Time: 1602.86 ms [2020-12-16 14:28:19 main:581] : INFO : Epoch 978 | loss: 0.00082131 | val_loss: 0.00081841 | Time: 1612.79 ms [2020-12-16 14:28:21 main:581] : INFO : Epoch 979 | loss: 0.000803918 | val_loss: 0.000805021 | Time: 1611.76 ms [2020-12-16 14:28:23 main:581] : INFO : Epoch 980 | loss: 0.000798325 | val_loss: 0.000803518 | Time: 1615.17 ms [2020-12-16 14:28:24 main:581] : INFO : Epoch 981 | loss: 0.000798806 | val_loss: 0.000805225 | Time: 1614.51 ms [2020-12-16 14:28:26 main:581] : INFO : Epoch 982 | loss: 0.00079818 | val_loss: 0.000807476 | Time: 1621.52 ms [2020-12-16 14:28:27 main:581] : INFO : Epoch 983 | loss: 0.00080174 | val_loss: 0.000808595 | Time: 1614.7 ms [2020-12-16 14:28:29 main:581] : INFO : Epoch 984 | loss: 0.000804423 | val_loss: 0.000820395 | Time: 1612.8 ms [2020-12-16 14:28:31 main:581] : INFO : Epoch 985 | loss: 0.000814111 | val_loss: 0.000814402 | Time: 1615.63 ms [2020-12-16 14:28:32 main:581] : INFO : Epoch 986 | loss: 0.000812308 | val_loss: 0.000816407 | Time: 1617.08 ms [2020-12-16 14:28:34 main:581] : INFO : Epoch 987 | loss: 0.00080609 | val_loss: 0.000808399 | Time: 1612.3 ms [2020-12-16 14:28:36 main:581] : INFO : Epoch 988 | loss: 0.000799793 | val_loss: 0.000806604 | Time: 1615.93 ms [2020-12-16 14:28:37 main:581] : INFO : Epoch 989 | loss: 0.000806298 | val_loss: 0.000820836 | Time: 1613.1 ms [2020-12-16 14:28:39 main:581] : INFO : Epoch 990 | loss: 0.000817931 | val_loss: 0.000810904 | Time: 1608.6 ms [2020-12-16 14:28:40 main:581] : INFO : Epoch 991 | loss: 0.000802639 | val_loss: 0.00080777 | Time: 1610.18 ms [2020-12-16 14:28:42 main:581] : INFO : Epoch 992 | loss: 0.000798694 | val_loss: 0.000806026 | Time: 1610.64 ms [2020-12-16 14:28:44 main:581] : INFO : Epoch 993 | loss: 0.000801818 | val_loss: 0.00081692 | Time: 1612.41 ms [2020-12-16 14:28:45 main:581] : INFO : Epoch 994 | loss: 0.00084677 | val_loss: 0.000832225 | Time: 1617.3 ms [2020-12-16 14:28:47 main:581] : INFO : Epoch 995 | loss: 0.000811631 | val_loss: 0.000808136 | Time: 1605.76 ms [2020-12-16 14:28:48 main:581] : INFO : Epoch 996 | loss: 0.000806003 | val_loss: 0.000818441 | Time: 1614.05 ms [2020-12-16 14:28:50 main:581] : INFO : Epoch 997 | loss: 0.000801871 | val_loss: 0.000805528 | Time: 1623.34 ms [2020-12-16 14:28:52 main:581] : INFO : Epoch 998 | loss: 0.000798139 | val_loss: 0.000805568 | Time: 1604.79 ms [2020-12-16 14:28:53 main:581] : INFO : Epoch 999 | loss: 0.00080057 | val_loss: 0.000818201 | Time: 1618.94 ms [2020-12-16 14:28:55 main:581] : INFO : Epoch 1000 | loss: 0.000822211 | val_loss: 0.000817067 | Time: 1612.93 ms [2020-12-16 14:28:57 main:581] : INFO : Epoch 1001 | loss: 0.000801717 | val_loss: 0.000808814 | Time: 1638.05 ms [2020-12-16 14:28:58 main:581] : INFO : Epoch 1002 | loss: 0.000797807 | val_loss: 0.000804263 | Time: 1636.17 ms [2020-12-16 14:29:00 main:581] : INFO : Epoch 1003 | loss: 0.000811227 | val_loss: 0.000810778 | Time: 1638.12 ms [2020-12-16 14:29:01 main:581] : INFO : Epoch 1004 | loss: 0.000798788 | val_loss: 0.000809361 | Time: 1642.55 ms [2020-12-16 14:29:03 main:581] : INFO : Epoch 1005 | loss: 0.000801924 | val_loss: 0.000811163 | Time: 1642.16 ms [2020-12-16 14:29:05 main:581] : INFO : Epoch 1006 | loss: 0.000801873 | val_loss: 0.000819792 | Time: 1640.89 ms [2020-12-16 14:29:06 main:581] : INFO : Epoch 1007 | loss: 0.000809887 | val_loss: 0.000810112 | Time: 1644.68 ms [2020-12-16 14:29:08 main:581] : INFO : Epoch 1008 | loss: 0.000803991 | val_loss: 0.00081175 | Time: 1615.25 ms [2020-12-16 14:29:10 main:581] : INFO : Epoch 1009 | loss: 0.000815928 | val_loss: 0.000816917 | Time: 1611.9 ms [2020-12-16 14:29:11 main:581] : INFO : Epoch 1010 | loss: 0.000805569 | val_loss: 0.000826655 | Time: 1616.89 ms [2020-12-16 14:29:13 main:581] : INFO : Epoch 1011 | loss: 0.000816717 | val_loss: 0.000811513 | Time: 1615.74 ms [2020-12-16 14:29:14 main:581] : INFO : Epoch 1012 | loss: 0.000801669 | val_loss: 0.000811736 | Time: 1614.36 ms [2020-12-16 14:29:16 main:581] : INFO : Epoch 1013 | loss: 0.000803756 | val_loss: 0.000805026 | Time: 1609.57 ms [2020-12-16 14:29:18 main:581] : INFO : Epoch 1014 | loss: 0.000799055 | val_loss: 0.000806449 | Time: 1612.19 ms [2020-12-16 14:29:19 main:581] : INFO : Epoch 1015 | loss: 0.00079867 | val_loss: 0.000813482 | Time: 1618.5 ms [2020-12-16 14:29:21 main:581] : INFO : Epoch 1016 | loss: 0.000845543 | val_loss: 0.000817867 | Time: 1605.41 ms [2020-12-16 14:29:23 main:581] : INFO : Epoch 1017 | loss: 0.000818536 | val_loss: 0.000815916 | Time: 1607.37 ms [2020-12-16 14:29:24 main:581] : INFO : Epoch 1018 | loss: 0.000807607 | val_loss: 0.000811376 | Time: 1608.15 ms [2020-12-16 14:29:26 main:581] : INFO : Epoch 1019 | loss: 0.000801535 | val_loss: 0.000804897 | Time: 1615.52 ms [2020-12-16 14:29:27 main:581] : INFO : Epoch 1020 | loss: 0.000797811 | val_loss: 0.000806303 | Time: 1612.8 ms [2020-12-16 14:29:29 main:581] : INFO : Epoch 1021 | loss: 0.000797678 | val_loss: 0.000805054 | Time: 1611.78 ms [2020-12-16 14:29:31 main:581] : INFO : Epoch 1022 | loss: 0.000805293 | val_loss: 0.000848403 | Time: 1616.66 ms [2020-12-16 14:29:32 main:581] : INFO : Epoch 1023 | loss: 0.000834883 | val_loss: 0.000813099 | Time: 1621.5 ms [2020-12-16 14:29:34 main:581] : INFO : Epoch 1024 | loss: 0.000804388 | val_loss: 0.000807446 | Time: 1618.06 ms [2020-12-16 14:29:34 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.000807446 [2020-12-16 14:29:34 main:610] : INFO : Saving end state to config to file [2020-12-16 14:29:34 main:615] : INFO : Success, exiting.. 14:29:34 (913526): 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)