Task 3369468
| Name | EightBitModified-1605932246-11486-3_4 |
| Workunit | 1516775 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:58:05 UTC |
| Report deadline | 28 Dec 2020, 19:58:05 UTC |
| Received | 22 Dec 2020, 4:07:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 30 min 20 sec |
| CPU time | 29 min 3 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,174.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 530 | loss: 0.000595313 | val_loss: 0.000612207 | Time: 1688.02 ms
[2020-12-22 05:48:44 main:574] : INFO : Epoch 531 | loss: 0.0006371 | val_loss: 0.00071008 | Time: 1723.97 ms
[2020-12-22 05:48:46 main:574] : INFO : Epoch 532 | loss: 0.000627973 | val_loss: 0.000623576 | Time: 1746.78 ms
[2020-12-22 05:48:48 main:574] : INFO : Epoch 533 | loss: 0.000600923 | val_loss: 0.000610528 | Time: 1710.57 ms
[2020-12-22 05:48:49 main:574] : INFO : Epoch 534 | loss: 0.000595077 | val_loss: 0.000611093 | Time: 1714.06 ms
[2020-12-22 05:48:51 main:574] : INFO : Epoch 535 | loss: 0.000595848 | val_loss: 0.000620326 | Time: 1687 ms
[2020-12-22 05:48:53 main:574] : INFO : Epoch 536 | loss: 0.000665331 | val_loss: 0.000670648 | Time: 1695.83 ms
[2020-12-22 05:48:55 main:574] : INFO : Epoch 537 | loss: 0.00061547 | val_loss: 0.000623281 | Time: 1716.62 ms
[2020-12-22 05:48:56 main:574] : INFO : Epoch 538 | loss: 0.000597303 | val_loss: 0.000612033 | Time: 1701.68 ms
[2020-12-22 05:48:58 main:574] : INFO : Epoch 539 | loss: 0.00059436 | val_loss: 0.000614098 | Time: 1755.96 ms
[2020-12-22 05:49:00 main:574] : INFO : Epoch 540 | loss: 0.000615835 | val_loss: 0.000629108 | Time: 1702.09 ms
[2020-12-22 05:49:02 main:574] : INFO : Epoch 541 | loss: 0.000598828 | val_loss: 0.000610752 | Time: 1655.63 ms
[2020-12-22 05:49:04 main:574] : INFO : Epoch 542 | loss: 0.000596394 | val_loss: 0.000619459 | Time: 1773.89 ms
[2020-12-22 05:49:05 main:574] : INFO : Epoch 543 | loss: 0.00061519 | val_loss: 0.000641509 | Time: 1721.73 ms
[2020-12-22 05:49:07 main:574] : INFO : Epoch 544 | loss: 0.000644197 | val_loss: 0.000623583 | Time: 1748.94 ms
[2020-12-22 05:49:09 main:574] : INFO : Epoch 545 | loss: 0.000603693 | val_loss: 0.000620547 | Time: 1728.16 ms
[2020-12-22 05:49:11 main:574] : INFO : Epoch 546 | loss: 0.000595162 | val_loss: 0.000610699 | Time: 1678.53 ms
[2020-12-22 05:49:12 main:574] : INFO : Epoch 547 | loss: 0.000595698 | val_loss: 0.000620671 | Time: 1651.54 ms
[2020-12-22 05:49:14 main:574] : INFO : Epoch 548 | loss: 0.00062254 | val_loss: 0.000653236 | Time: 1728.08 ms
[2020-12-22 05:49:16 main:574] : INFO : Epoch 549 | loss: 0.000611689 | val_loss: 0.00062168 | Time: 1699.47 ms
[2020-12-22 05:49:18 main:574] : INFO : Epoch 550 | loss: 0.000600968 | val_loss: 0.000612925 | Time: 1726.47 ms
[2020-12-22 05:49:19 main:574] : INFO : Epoch 551 | loss: 0.000606419 | val_loss: 0.000664478 | Time: 1686.01 ms
[2020-12-22 05:49:21 main:574] : INFO : Epoch 552 | loss: 0.000627276 | val_loss: 0.000615247 | Time: 1700.72 ms
[2020-12-22 05:49:23 main:574] : INFO : Epoch 553 | loss: 0.000600959 | val_loss: 0.000615083 | Time: 1641.78 ms
[2020-12-22 05:49:25 main:574] : INFO : Epoch 554 | loss: 0.000595384 | val_loss: 0.000611188 | Time: 1725.85 ms
[2020-12-22 05:49:26 main:574] : INFO : Epoch 555 | loss: 0.000638726 | val_loss: 0.000688223 | Time: 1724.17 ms
[2020-12-22 05:49:28 main:574] : INFO : Epoch 556 | loss: 0.000629582 | val_loss: 0.000626614 | Time: 1748.06 ms
[2020-12-22 05:49:30 main:574] : INFO : Epoch 557 | loss: 0.000599387 | val_loss: 0.000612182 | Time: 1739.87 ms
[2020-12-22 05:49:32 main:574] : INFO : Epoch 558 | loss: 0.000594752 | val_loss: 0.00061331 | Time: 1658.58 ms
[2020-12-22 05:49:33 main:574] : INFO : Epoch 559 | loss: 0.000594274 | val_loss: 0.000610929 | Time: 1687.77 ms
[2020-12-22 05:49:35 main:574] : INFO : Epoch 560 | loss: 0.000629092 | val_loss: 0.000671322 | Time: 1702.1 ms
[2020-12-22 05:49:37 main:574] : INFO : Epoch 561 | loss: 0.000612285 | val_loss: 0.000621521 | Time: 1707.04 ms
[2020-12-22 05:49:39 main:574] : INFO : Epoch 562 | loss: 0.00059435 | val_loss: 0.000606801 | Time: 1703.05 ms
[2020-12-22 05:49:40 main:574] : INFO : Epoch 563 | loss: 0.000589825 | val_loss: 0.000609098 | Time: 1703.61 ms
[2020-12-22 05:49:42 main:574] : INFO : Epoch 564 | loss: 0.000618634 | val_loss: 0.000788427 | Time: 1708.2 ms
[2020-12-22 05:49:44 main:574] : INFO : Epoch 565 | loss: 0.000668541 | val_loss: 0.000634771 | Time: 1668.92 ms
[2020-12-22 05:49:46 main:574] : INFO : Epoch 566 | loss: 0.000605692 | val_loss: 0.000619277 | Time: 1740.67 ms
[2020-12-22 05:49:47 main:574] : INFO : Epoch 567 | loss: 0.00059661 | val_loss: 0.000606622 | Time: 1744.19 ms
[2020-12-22 05:49:49 main:574] : INFO : Epoch 568 | loss: 0.000599816 | val_loss: 0.000617483 | Time: 1725.53 ms
[2020-12-22 05:49:51 main:574] : INFO : Epoch 569 | loss: 0.000598596 | val_loss: 0.000633353 | Time: 1674.73 ms
[2020-12-22 05:49:53 main:574] : INFO : Epoch 570 | loss: 0.000608414 | val_loss: 0.000615979 | Time: 1641.41 ms
[2020-12-22 05:49:54 main:574] : INFO : Epoch 571 | loss: 0.000596533 | val_loss: 0.000615687 | Time: 1756.1 ms
[2020-12-22 05:49:56 main:574] : INFO : Epoch 572 | loss: 0.000628366 | val_loss: 0.000704009 | Time: 1725.31 ms
[2020-12-22 05:49:58 main:574] : INFO : Epoch 573 | loss: 0.000621566 | val_loss: 0.00061992 | Time: 1733.16 ms
[2020-12-22 05:50:00 main:574] : INFO : Epoch 574 | loss: 0.000600537 | val_loss: 0.000609449 | Time: 1676.78 ms
[2020-12-22 05:50:01 main:574] : INFO : Epoch 575 | loss: 0.000593053 | val_loss: 0.000608382 | Time: 1668.94 ms
[2020-12-22 05:50:03 main:574] : INFO : Epoch 576 | loss: 0.000593682 | val_loss: 0.000616761 | Time: 1670.55 ms
[2020-12-22 05:50:05 main:574] : INFO : Epoch 577 | loss: 0.000617251 | val_loss: 0.000641378 | Time: 1736.92 ms
[2020-12-22 05:50:07 main:574] : INFO : Epoch 578 | loss: 0.000602108 | val_loss: 0.000613095 | Time: 1757.56 ms
[2020-12-22 05:50:09 main:574] : INFO : Epoch 579 | loss: 0.000594162 | val_loss: 0.000615304 | Time: 1679 ms
[2020-12-22 05:50:10 main:574] : INFO : Epoch 580 | loss: 0.00066215 | val_loss: 0.000655449 | Time: 1701.5 ms
[2020-12-22 05:50:12 main:574] : INFO : Epoch 581 | loss: 0.000634493 | val_loss: 0.000621128 | Time: 1649.64 ms
[2020-12-22 05:50:14 main:574] : INFO : Epoch 582 | loss: 0.000599018 | val_loss: 0.000609077 | Time: 1686.9 ms
[2020-12-22 05:50:15 main:574] : INFO : Epoch 583 | loss: 0.000592087 | val_loss: 0.000606913 | Time: 1732.19 ms
[2020-12-22 05:50:17 main:574] : INFO : Epoch 584 | loss: 0.000590084 | val_loss: 0.00060665 | Time: 1716.59 ms
[2020-12-22 05:50:19 main:574] : INFO : Epoch 585 | loss: 0.000596202 | val_loss: 0.000648286 | Time: 1670.8 ms
[2020-12-22 05:50:21 main:574] : INFO : Epoch 586 | loss: 0.000629071 | val_loss: 0.000622995 | Time: 1711.94 ms
[2020-12-22 05:50:22 main:574] : INFO : Epoch 587 | loss: 0.000598709 | val_loss: 0.000612029 | Time: 1696.84 ms
[2020-12-22 05:50:24 main:574] : INFO : Epoch 588 | loss: 0.000592636 | val_loss: 0.00060587 | Time: 1705.91 ms
[2020-12-22 05:50:26 main:574] : INFO : Epoch 589 | loss: 0.000613071 | val_loss: 0.000701427 | Time: 1747.36 ms
[2020-12-22 05:50:28 main:574] : INFO : Epoch 590 | loss: 0.000637056 | val_loss: 0.000623773 | Time: 1706.86 ms
[2020-12-22 05:50:30 main:574] : INFO : Epoch 591 | loss: 0.000599326 | val_loss: 0.000610439 | Time: 1703.36 ms
[2020-12-22 05:50:31 main:574] : INFO : Epoch 592 | loss: 0.000592495 | val_loss: 0.000605409 | Time: 1698.38 ms
[2020-12-22 05:50:33 main:574] : INFO : Epoch 593 | loss: 0.000589086 | val_loss: 0.000605827 | Time: 1656.08 ms
[2020-12-22 05:50:35 main:574] : INFO : Epoch 594 | loss: 0.00062862 | val_loss: 0.00063893 | Time: 1735.66 ms
[2020-12-22 05:50:36 main:574] : INFO : Epoch 595 | loss: 0.000606989 | val_loss: 0.000608063 | Time: 1674.83 ms
[2020-12-22 05:50:38 main:574] : INFO : Epoch 596 | loss: 0.000593295 | val_loss: 0.000610177 | Time: 1773.51 ms
[2020-12-22 05:50:40 main:574] : INFO : Epoch 597 | loss: 0.000607889 | val_loss: 0.000762467 | Time: 1719.05 ms
[2020-12-22 05:50:42 main:574] : INFO : Epoch 598 | loss: 0.000690911 | val_loss: 0.000639506 | Time: 1676.14 ms
[2020-12-22 05:50:44 main:574] : INFO : Epoch 599 | loss: 0.000613886 | val_loss: 0.000615553 | Time: 1703.63 ms
[2020-12-22 05:50:45 main:574] : INFO : Epoch 600 | loss: 0.000593336 | val_loss: 0.000606473 | Time: 1746.96 ms
[2020-12-22 05:50:47 main:574] : INFO : Epoch 601 | loss: 0.000589481 | val_loss: 0.000603765 | Time: 1739.67 ms
[2020-12-22 05:50:49 main:574] : INFO : Epoch 602 | loss: 0.000589703 | val_loss: 0.000605767 | Time: 1728.26 ms
[2020-12-22 05:50:51 main:574] : INFO : Epoch 603 | loss: 0.000589255 | val_loss: 0.000604151 | Time: 1752.16 ms
[2020-12-22 05:50:52 main:574] : INFO : Epoch 604 | loss: 0.000589719 | val_loss: 0.00060577 | Time: 1667.5 ms
[2020-12-22 05:50:54 main:574] : INFO : Epoch 605 | loss: 0.000648121 | val_loss: 0.000652773 | Time: 1733.32 ms
[2020-12-22 05:50:56 main:574] : INFO : Epoch 606 | loss: 0.000617091 | val_loss: 0.000619483 | Time: 1704.19 ms
[2020-12-22 05:50:58 main:574] : INFO : Epoch 607 | loss: 0.000596593 | val_loss: 0.000610292 | Time: 1673.66 ms
[2020-12-22 05:50:59 main:574] : INFO : Epoch 608 | loss: 0.000591075 | val_loss: 0.000604045 | Time: 1720.62 ms
[2020-12-22 05:51:01 main:574] : INFO : Epoch 609 | loss: 0.000588514 | val_loss: 0.000603228 | Time: 1708.36 ms
[2020-12-22 05:51:03 main:574] : INFO : Epoch 610 | loss: 0.000603174 | val_loss: 0.000675376 | Time: 1720.74 ms
[2020-12-22 05:51:05 main:574] : INFO : Epoch 611 | loss: 0.000624878 | val_loss: 0.000614803 | Time: 1697.02 ms
[2020-12-22 05:51:07 main:574] : INFO : Epoch 612 | loss: 0.000597302 | val_loss: 0.000604785 | Time: 1700.28 ms
[2020-12-22 05:51:08 main:574] : INFO : Epoch 613 | loss: 0.000590329 | val_loss: 0.000610306 | Time: 1679.24 ms
[2020-12-22 05:51:10 main:574] : INFO : Epoch 614 | loss: 0.000596392 | val_loss: 0.000625238 | Time: 1713.74 ms
[2020-12-22 05:51:12 main:574] : INFO : Epoch 615 | loss: 0.000612671 | val_loss: 0.000611545 | Time: 1672.29 ms
[2020-12-22 05:51:13 main:574] : INFO : Epoch 616 | loss: 0.000595332 | val_loss: 0.000607867 | Time: 1687.14 ms
[2020-12-22 05:51:15 main:574] : INFO : Epoch 617 | loss: 0.000588346 | val_loss: 0.000601948 | Time: 1684.69 ms
[2020-12-22 05:51:17 main:574] : INFO : Epoch 618 | loss: 0.00064159 | val_loss: 0.000674534 | Time: 1698.34 ms
[2020-12-22 05:51:19 main:574] : INFO : Epoch 619 | loss: 0.000619069 | val_loss: 0.000615567 | Time: 1720.14 ms
[2020-12-22 05:51:20 main:574] : INFO : Epoch 620 | loss: 0.000591253 | val_loss: 0.000600286 | Time: 1676.1 ms
[2020-12-22 05:51:22 main:574] : INFO : Epoch 621 | loss: 0.000585113 | val_loss: 0.000602835 | Time: 1672.63 ms
[2020-12-22 05:51:24 main:574] : INFO : Epoch 622 | loss: 0.000588532 | val_loss: 0.000624125 | Time: 1722.31 ms
[2020-12-22 05:51:26 main:574] : INFO : Epoch 623 | loss: 0.000624665 | val_loss: 0.000644571 | Time: 1782.65 ms
[2020-12-22 05:51:28 main:574] : INFO : Epoch 624 | loss: 0.000602358 | val_loss: 0.000604117 | Time: 1717.12 ms
[2020-12-22 05:51:29 main:574] : INFO : Epoch 625 | loss: 0.00058867 | val_loss: 0.000604503 | Time: 1761.83 ms
[2020-12-22 05:51:31 main:574] : INFO : Epoch 626 | loss: 0.000589828 | val_loss: 0.000611778 | Time: 1675.57 ms
[2020-12-22 05:51:33 main:574] : INFO : Epoch 627 | loss: 0.000630584 | val_loss: 0.000615945 | Time: 1667.59 ms
[2020-12-22 05:51:35 main:574] : INFO : Epoch 628 | loss: 0.00059529 | val_loss: 0.000603801 | Time: 1682.83 ms
[2020-12-22 05:51:36 main:574] : INFO : Epoch 629 | loss: 0.000589848 | val_loss: 0.000601609 | Time: 1705.41 ms
[2020-12-22 05:51:38 main:574] : INFO : Epoch 630 | loss: 0.000584111 | val_loss: 0.000600761 | Time: 1682.86 ms
[2020-12-22 05:51:40 main:574] : INFO : Epoch 631 | loss: 0.000620876 | val_loss: 0.000624322 | Time: 1683.34 ms
[2020-12-22 05:51:41 main:574] : INFO : Epoch 632 | loss: 0.000595573 | val_loss: 0.000604257 | Time: 1651.33 ms
[2020-12-22 05:51:43 main:574] : INFO : Epoch 633 | loss: 0.000584256 | val_loss: 0.000597756 | Time: 1676.72 ms
[2020-12-22 05:51:45 main:574] : INFO : Epoch 634 | loss: 0.000581737 | val_loss: 0.000605291 | Time: 1724.04 ms
[2020-12-22 05:51:47 main:574] : INFO : Epoch 635 | loss: 0.000635733 | val_loss: 0.000669035 | Time: 1681.11 ms
[2020-12-22 05:51:48 main:574] : INFO : Epoch 636 | loss: 0.000619361 | val_loss: 0.000606122 | Time: 1743.16 ms
[2020-12-22 05:51:50 main:574] : INFO : Epoch 637 | loss: 0.000588284 | val_loss: 0.000598035 | Time: 1705.61 ms
[2020-12-22 05:51:52 main:574] : INFO : Epoch 638 | loss: 0.000581199 | val_loss: 0.000592617 | Time: 1651.55 ms
[2020-12-22 05:51:54 main:574] : INFO : Epoch 639 | loss: 0.000579716 | val_loss: 0.000603558 | Time: 1701.23 ms
[2020-12-22 05:51:55 main:574] : INFO : Epoch 640 | loss: 0.000669937 | val_loss: 0.000626395 | Time: 1699.43 ms
[2020-12-22 05:51:57 main:574] : INFO : Epoch 641 | loss: 0.000619202 | val_loss: 0.000608221 | Time: 1690.5 ms
[2020-12-22 05:51:59 main:574] : INFO : Epoch 642 | loss: 0.000584222 | val_loss: 0.000590168 | Time: 1688.41 ms
[2020-12-22 05:52:01 main:574] : INFO : Epoch 643 | loss: 0.000577778 | val_loss: 0.000594588 | Time: 1699.36 ms
[2020-12-22 05:52:02 main:574] : INFO : Epoch 644 | loss: 0.000590229 | val_loss: 0.000601196 | Time: 1653.45 ms
[2020-12-22 05:52:04 main:574] : INFO : Epoch 645 | loss: 0.000580328 | val_loss: 0.000592961 | Time: 1701.47 ms
[2020-12-22 05:52:06 main:574] : INFO : Epoch 646 | loss: 0.000583592 | val_loss: 0.000630265 | Time: 1706.57 ms
[2020-12-22 05:52:08 main:574] : INFO : Epoch 647 | loss: 0.000600315 | val_loss: 0.000605112 | Time: 1677.16 ms
[2020-12-22 05:52:09 main:574] : INFO : Epoch 648 | loss: 0.000583114 | val_loss: 0.00059354 | Time: 1703.26 ms
[2020-12-22 05:52:11 main:574] : INFO : Epoch 649 | loss: 0.000582721 | val_loss: 0.000625462 | Time: 1711.54 ms
[2020-12-22 05:52:13 main:574] : INFO : Epoch 650 | loss: 0.000589536 | val_loss: 0.000595421 | Time: 1670.57 ms
[2020-12-22 05:52:15 main:574] : INFO : Epoch 651 | loss: 0.000578247 | val_loss: 0.000592292 | Time: 1698.12 ms
[2020-12-22 05:52:16 main:574] : INFO : Epoch 652 | loss: 0.000582258 | val_loss: 0.000611555 | Time: 1701.76 ms
[2020-12-22 05:52:18 main:574] : INFO : Epoch 653 | loss: 0.000672315 | val_loss: 0.000642285 | Time: 1726.64 ms
[2020-12-22 05:52:20 main:574] : INFO : Epoch 654 | loss: 0.000606333 | val_loss: 0.000607396 | Time: 1715.94 ms
[2020-12-22 05:52:22 main:574] : INFO : Epoch 655 | loss: 0.000583824 | val_loss: 0.000591405 | Time: 1669.37 ms
[2020-12-22 05:52:23 main:574] : INFO : Epoch 656 | loss: 0.000574012 | val_loss: 0.00058774 | Time: 1652.16 ms
[2020-12-22 05:52:25 main:574] : INFO : Epoch 657 | loss: 0.000572271 | val_loss: 0.000593907 | Time: 1720.99 ms
[2020-12-22 05:52:27 main:574] : INFO : Epoch 658 | loss: 0.000579027 | val_loss: 0.000621371 | Time: 1711.05 ms
[2020-12-22 05:52:29 main:574] : INFO : Epoch 659 | loss: 0.000592781 | val_loss: 0.00060045 | Time: 1695.81 ms
[2020-12-22 05:52:30 main:574] : INFO : Epoch 660 | loss: 0.000577247 | val_loss: 0.000584601 | Time: 1702.83 ms
[2020-12-22 05:52:32 main:574] : INFO : Epoch 661 | loss: 0.00057351 | val_loss: 0.000588255 | Time: 1668.75 ms
[2020-12-22 05:52:34 main:574] : INFO : Epoch 662 | loss: 0.000606093 | val_loss: 0.00064469 | Time: 1789.73 ms
[2020-12-22 05:52:36 main:574] : INFO : Epoch 663 | loss: 0.000603238 | val_loss: 0.000604347 | Time: 1688.44 ms
[2020-12-22 05:52:37 main:574] : INFO : Epoch 664 | loss: 0.000576617 | val_loss: 0.000589575 | Time: 1693.52 ms
[2020-12-22 05:52:39 main:574] : INFO : Epoch 665 | loss: 0.000574847 | val_loss: 0.000596956 | Time: 1696.33 ms
[2020-12-22 05:52:41 main:574] : INFO : Epoch 666 | loss: 0.000594003 | val_loss: 0.000615409 | Time: 1682.2 ms
[2020-12-22 05:52:43 main:574] : INFO : Epoch 667 | loss: 0.000581779 | val_loss: 0.000590295 | Time: 1689.48 ms
[2020-12-22 05:52:44 main:574] : INFO : Epoch 668 | loss: 0.000569942 | val_loss: 0.000586864 | Time: 1743.36 ms
[2020-12-22 05:52:46 main:574] : INFO : Epoch 669 | loss: 0.000616686 | val_loss: 0.000656202 | Time: 1692.33 ms
[2020-12-22 05:52:48 main:574] : INFO : Epoch 670 | loss: 0.000612898 | val_loss: 0.000607772 | Time: 1727.94 ms
[2020-12-22 05:52:50 main:574] : INFO : Epoch 671 | loss: 0.000583735 | val_loss: 0.000584062 | Time: 1747.17 ms
[2020-12-22 05:52:51 main:574] : INFO : Epoch 672 | loss: 0.000568701 | val_loss: 0.000586136 | Time: 1712.59 ms
[2020-12-22 05:52:53 main:574] : INFO : Epoch 673 | loss: 0.000597542 | val_loss: 0.000590313 | Time: 1700.76 ms
[2020-12-22 05:52:55 main:574] : INFO : Epoch 674 | loss: 0.000574099 | val_loss: 0.000582929 | Time: 1800.15 ms
[2020-12-22 05:52:57 main:574] : INFO : Epoch 675 | loss: 0.00057274 | val_loss: 0.000593489 | Time: 1744.03 ms
[2020-12-22 05:52:59 main:574] : INFO : Epoch 676 | loss: 0.000568599 | val_loss: 0.000579953 | Time: 1722.3 ms
[2020-12-22 05:53:00 main:574] : INFO : Epoch 677 | loss: 0.000621816 | val_loss: 0.00061716 | Time: 1725.91 ms
[2020-12-22 05:53:02 main:574] : INFO : Epoch 678 | loss: 0.000590388 | val_loss: 0.000590929 | Time: 1645.77 ms
[2020-12-22 05:53:04 main:574] : INFO : Epoch 679 | loss: 0.000572146 | val_loss: 0.000583719 | Time: 1702.2 ms
[2020-12-22 05:53:06 main:574] : INFO : Epoch 680 | loss: 0.000566381 | val_loss: 0.000576143 | Time: 1759.82 ms
[2020-12-22 05:53:08 main:574] : INFO : Epoch 681 | loss: 0.000563585 | val_loss: 0.000581224 | Time: 1791.9 ms
[2020-12-22 05:53:09 main:574] : INFO : Epoch 682 | loss: 0.000591756 | val_loss: 0.000587504 | Time: 1728.4 ms
[2020-12-22 05:53:11 main:574] : INFO : Epoch 683 | loss: 0.000570426 | val_loss: 0.000581873 | Time: 1738.25 ms
[2020-12-22 05:53:13 main:574] : INFO : Epoch 684 | loss: 0.000564336 | val_loss: 0.000588632 | Time: 1688.37 ms
[2020-12-22 05:53:15 main:574] : INFO : Epoch 685 | loss: 0.000596338 | val_loss: 0.000590716 | Time: 1726.6 ms
[2020-12-22 05:53:16 main:574] : INFO : Epoch 686 | loss: 0.000572383 | val_loss: 0.000587921 | Time: 1728.19 ms
[2020-12-22 05:53:18 main:574] : INFO : Epoch 687 | loss: 0.000575943 | val_loss: 0.000579515 | Time: 1670.34 ms
[2020-12-22 05:53:20 main:574] : INFO : Epoch 688 | loss: 0.000566471 | val_loss: 0.000579134 | Time: 1769.89 ms
[2020-12-22 05:53:22 main:574] : INFO : Epoch 689 | loss: 0.000577592 | val_loss: 0.000596386 | Time: 1680.8 ms
[2020-12-22 05:53:23 main:574] : INFO : Epoch 690 | loss: 0.000584214 | val_loss: 0.000595069 | Time: 1726.79 ms
[2020-12-22 05:53:25 main:574] : INFO : Epoch 691 | loss: 0.000562682 | val_loss: 0.000573145 | Time: 1741.42 ms
[2020-12-22 05:53:27 main:574] : INFO : Epoch 692 | loss: 0.000578914 | val_loss: 0.000570289 | Time: 1698.17 ms
[2020-12-22 05:53:29 main:574] : INFO : Epoch 693 | loss: 0.000585528 | val_loss: 0.00070232 | Time: 1713.59 ms
[2020-12-22 05:53:31 main:574] : INFO : Epoch 694 | loss: 0.000610393 | val_loss: 0.000584376 | Time: 1707.2 ms
[2020-12-22 05:53:32 main:574] : INFO : Epoch 695 | loss: 0.000558926 | val_loss: 0.000565851 | Time: 1678.1 ms
[2020-12-22 05:53:34 main:574] : INFO : Epoch 696 | loss: 0.000548751 | val_loss: 0.000561332 | Time: 1728.53 ms
[2020-12-22 05:53:36 main:574] : INFO : Epoch 697 | loss: 0.000550406 | val_loss: 0.000563897 | Time: 1738.87 ms
[2020-12-22 05:53:38 main:574] : INFO : Epoch 698 | loss: 0.000561179 | val_loss: 0.000580554 | Time: 1728.03 ms
[2020-12-22 05:53:39 main:574] : INFO : Epoch 699 | loss: 0.000556594 | val_loss: 0.000563855 | Time: 1713.81 ms
[2020-12-22 05:53:41 main:574] : INFO : Epoch 700 | loss: 0.000555813 | val_loss: 0.000631869 | Time: 1699.57 ms
[2020-12-22 05:53:43 main:574] : INFO : Epoch 701 | loss: 0.000601159 | val_loss: 0.000577511 | Time: 1691.74 ms
[2020-12-22 05:53:45 main:574] : INFO : Epoch 702 | loss: 0.000549765 | val_loss: 0.000553691 | Time: 1726.99 ms
[2020-12-22 05:53:46 main:574] : INFO : Epoch 703 | loss: 0.000571403 | val_loss: 0.000601535 | Time: 1701.12 ms
[2020-12-22 05:53:48 main:574] : INFO : Epoch 704 | loss: 0.000576178 | val_loss: 0.000565991 | Time: 1703.85 ms
[2020-12-22 05:53:50 main:574] : INFO : Epoch 705 | loss: 0.000542959 | val_loss: 0.000548963 | Time: 1698.76 ms
[2020-12-22 05:53:52 main:574] : INFO : Epoch 706 | loss: 0.000539416 | val_loss: 0.000563111 | Time: 1680.64 ms
[2020-12-22 05:53:53 main:574] : INFO : Epoch 707 | loss: 0.000550429 | val_loss: 0.000584425 | Time: 1667.02 ms
[2020-12-22 05:53:55 main:574] : INFO : Epoch 708 | loss: 0.000575503 | val_loss: 0.000572977 | Time: 1721.84 ms
[2020-12-22 05:53:57 main:574] : INFO : Epoch 709 | loss: 0.000539965 | val_loss: 0.000550748 | Time: 1738.19 ms
[2020-12-22 05:53:59 main:574] : INFO : Epoch 710 | loss: 0.000573693 | val_loss: 0.00055765 | Time: 1739.66 ms
[2020-12-22 05:54:00 main:574] : INFO : Epoch 711 | loss: 0.00057505 | val_loss: 0.00057077 | Time: 1672.27 ms
[2020-12-22 05:54:02 main:574] : INFO : Epoch 712 | loss: 0.00055013 | val_loss: 0.000549095 | Time: 1643.5 ms
[2020-12-22 05:54:04 main:574] : INFO : Epoch 713 | loss: 0.000530159 | val_loss: 0.00054092 | Time: 1720.17 ms
[2020-12-22 05:54:06 main:574] : INFO : Epoch 714 | loss: 0.000526498 | val_loss: 0.000538119 | Time: 1730.87 ms
[2020-12-22 05:54:07 main:574] : INFO : Epoch 715 | loss: 0.000543587 | val_loss: 0.000680663 | Time: 1693.58 ms
[2020-12-22 05:54:09 main:574] : INFO : Epoch 716 | loss: 0.000609006 | val_loss: 0.000566691 | Time: 1691.79 ms
[2020-12-22 05:54:11 main:574] : INFO : Epoch 717 | loss: 0.000534684 | val_loss: 0.00053574 | Time: 1753.64 ms
[2020-12-22 05:54:13 main:574] : INFO : Epoch 718 | loss: 0.000542243 | val_loss: 0.000550102 | Time: 1659.39 ms
[2020-12-22 05:54:14 main:574] : INFO : Epoch 719 | loss: 0.000531378 | val_loss: 0.000540532 | Time: 1717.83 ms
[2020-12-22 05:54:16 main:574] : INFO : Epoch 720 | loss: 0.000520089 | val_loss: 0.000535462 | Time: 1722.56 ms
[2020-12-22 05:54:18 main:574] : INFO : Epoch 721 | loss: 0.000569535 | val_loss: 0.000697521 | Time: 1691.57 ms
[2020-12-22 05:54:20 main:574] : INFO : Epoch 722 | loss: 0.000585844 | val_loss: 0.000557556 | Time: 1666.23 ms
[2020-12-22 05:54:21 main:574] : INFO : Epoch 723 | loss: 0.000529581 | val_loss: 0.000535646 | Time: 1650.05 ms
[2020-12-22 05:54:23 main:574] : INFO : Epoch 724 | loss: 0.000518672 | val_loss: 0.000531822 | Time: 1659.01 ms
[2020-12-22 05:54:25 main:574] : INFO : Epoch 725 | loss: 0.000533786 | val_loss: 0.000562657 | Time: 1719.56 ms
[2020-12-22 05:54:27 main:574] : INFO : Epoch 726 | loss: 0.000528236 | val_loss: 0.000546604 | Time: 1716.67 ms
[2020-12-22 05:54:28 main:574] : INFO : Epoch 727 | loss: 0.000524095 | val_loss: 0.000538013 | Time: 1733.24 ms
[2020-12-22 05:54:30 main:574] : INFO : Epoch 728 | loss: 0.000524258 | val_loss: 0.000583172 | Time: 1763.37 ms
[2020-12-22 05:54:32 main:574] : INFO : Epoch 729 | loss: 0.000555116 | val_loss: 0.000532774 | Time: 1657.78 ms
[2020-12-22 05:54:34 main:574] : INFO : Epoch 730 | loss: 0.000520431 | val_loss: 0.000536621 | Time: 1797.77 ms
[2020-12-22 05:54:36 main:574] : INFO : Epoch 731 | loss: 0.000558051 | val_loss: 0.00055719 | Time: 1778.36 ms
[2020-12-22 05:54:37 main:574] : INFO : Epoch 732 | loss: 0.000527546 | val_loss: 0.000543421 | Time: 1770.88 ms
[2020-12-22 05:54:39 main:574] : INFO : Epoch 733 | loss: 0.00051867 | val_loss: 0.000528139 | Time: 1706.62 ms
[2020-12-22 05:54:41 main:574] : INFO : Epoch 734 | loss: 0.000514672 | val_loss: 0.00055758 | Time: 1753.43 ms
[2020-12-22 05:54:43 main:574] : INFO : Epoch 735 | loss: 0.00058433 | val_loss: 0.000547262 | Time: 1701.2 ms
[2020-12-22 05:54:45 main:574] : INFO : Epoch 736 | loss: 0.000540917 | val_loss: 0.00059182 | Time: 1873.33 ms
[2020-12-22 05:54:46 main:574] : INFO : Epoch 737 | loss: 0.000532629 | val_loss: 0.000526788 | Time: 1681.16 ms
[2020-12-22 05:54:48 main:574] : INFO : Epoch 738 | loss: 0.000518114 | val_loss: 0.000554052 | Time: 1679.53 ms
[2020-12-22 05:54:50 main:574] : INFO : Epoch 739 | loss: 0.000522503 | val_loss: 0.000525594 | Time: 1703.7 ms
[2020-12-22 05:54:52 main:574] : INFO : Epoch 740 | loss: 0.000510365 | val_loss: 0.000520623 | Time: 1657.26 ms
[2020-12-22 05:54:53 main:574] : INFO : Epoch 741 | loss: 0.000521605 | val_loss: 0.000590433 | Time: 1731.1 ms
[2020-12-22 05:54:55 main:574] : INFO : Epoch 742 | loss: 0.000546401 | val_loss: 0.000543833 | Time: 1706.85 ms
[2020-12-22 05:54:57 main:574] : INFO : Epoch 743 | loss: 0.000519388 | val_loss: 0.000526868 | Time: 1770.74 ms
[2020-12-22 05:54:59 main:574] : INFO : Epoch 744 | loss: 0.000544689 | val_loss: 0.000635009 | Time: 1699.61 ms
[2020-12-22 05:55:00 main:574] : INFO : Epoch 745 | loss: 0.000537935 | val_loss: 0.000529978 | Time: 1710.27 ms
[2020-12-22 05:55:02 main:574] : INFO : Epoch 746 | loss: 0.000512975 | val_loss: 0.000529813 | Time: 1657.53 ms
[2020-12-22 05:55:04 main:574] : INFO : Epoch 747 | loss: 0.000540101 | val_loss: 0.000537744 | Time: 1717.75 ms
[2020-12-22 05:55:06 main:574] : INFO : Epoch 748 | loss: 0.00052868 | val_loss: 0.000521598 | Time: 1730.35 ms
[2020-12-22 05:55:07 main:574] : INFO : Epoch 749 | loss: 0.000508126 | val_loss: 0.000515823 | Time: 1703.07 ms
[2020-12-22 05:55:09 main:574] : INFO : Epoch 750 | loss: 0.000504501 | val_loss: 0.000518822 | Time: 1718.65 ms
[2020-12-22 05:55:11 main:574] : INFO : Epoch 751 | loss: 0.000528522 | val_loss: 0.000636317 | Time: 1733.66 ms
[2020-12-22 05:55:13 main:574] : INFO : Epoch 752 | loss: 0.000562389 | val_loss: 0.000545704 | Time: 1678.51 ms
[2020-12-22 05:55:14 main:574] : INFO : Epoch 753 | loss: 0.000516146 | val_loss: 0.000523416 | Time: 1734.52 ms
[2020-12-22 05:55:16 main:574] : INFO : Epoch 754 | loss: 0.000506042 | val_loss: 0.000519575 | Time: 1699.43 ms
[2020-12-22 05:55:18 main:574] : INFO : Epoch 755 | loss: 0.000578486 | val_loss: 0.000563687 | Time: 1731.49 ms
[2020-12-22 05:55:20 main:574] : INFO : Epoch 756 | loss: 0.000533043 | val_loss: 0.000533847 | Time: 1699.74 ms
[2020-12-22 05:55:22 main:574] : INFO : Epoch 757 | loss: 0.000510551 | val_loss: 0.000519772 | Time: 1649.02 ms
[2020-12-22 05:55:23 main:574] : INFO : Epoch 758 | loss: 0.000502442 | val_loss: 0.000515063 | Time: 1674.51 ms
[2020-12-22 05:55:25 main:574] : INFO : Epoch 759 | loss: 0.000527486 | val_loss: 0.000581117 | Time: 1683.99 ms
[2020-12-22 05:55:27 main:574] : INFO : Epoch 760 | loss: 0.000525333 | val_loss: 0.000522207 | Time: 1700.51 ms
[2020-12-22 05:55:28 main:574] : INFO : Epoch 761 | loss: 0.00050237 | val_loss: 0.000515547 | Time: 1739.73 ms
[2020-12-22 05:55:30 main:574] : INFO : Epoch 762 | loss: 0.000529018 | val_loss: 0.000525509 | Time: 1718.51 ms
[2020-12-22 05:55:32 main:574] : INFO : Epoch 763 | loss: 0.000512143 | val_loss: 0.000519608 | Time: 1657.95 ms
[2020-12-22 05:55:34 main:574] : INFO : Epoch 764 | loss: 0.00050411 | val_loss: 0.000517306 | Time: 1692.93 ms
[2020-12-22 05:55:35 main:574] : INFO : Epoch 765 | loss: 0.000525394 | val_loss: 0.000606459 | Time: 1715.39 ms
[2020-12-22 05:55:37 main:574] : INFO : Epoch 766 | loss: 0.000532042 | val_loss: 0.000528633 | Time: 1687.92 ms
[2020-12-22 05:55:39 main:574] : INFO : Epoch 767 | loss: 0.000504291 | val_loss: 0.00051394 | Time: 1753.2 ms
[2020-12-22 05:55:41 main:574] : INFO : Epoch 768 | loss: 0.000504591 | val_loss: 0.00055205 | Time: 1699.06 ms
[2020-12-22 05:55:42 main:574] : INFO : Epoch 769 | loss: 0.000561899 | val_loss: 0.000536702 | Time: 1660.53 ms
[2020-12-22 05:55:44 main:574] : INFO : Epoch 770 | loss: 0.000514774 | val_loss: 0.000525999 | Time: 1704.22 ms
[2020-12-22 05:55:46 main:574] : INFO : Epoch 771 | loss: 0.000506884 | val_loss: 0.000507427 | Time: 1689.07 ms
[2020-12-22 05:55:48 main:574] : INFO : Epoch 772 | loss: 0.000500101 | val_loss: 0.000538731 | Time: 1712.08 ms
[2020-12-22 05:55:49 main:574] : INFO : Epoch 773 | loss: 0.000605035 | val_loss: 0.000691246 | Time: 1716.03 ms
[2020-12-22 05:55:51 main:574] : INFO : Epoch 774 | loss: 0.000565934 | val_loss: 0.000539899 | Time: 1694.51 ms
[2020-12-22 05:55:53 main:574] : INFO : Epoch 775 | loss: 0.000507595 | val_loss: 0.000512586 | Time: 1704.18 ms
[2020-12-22 05:55:55 main:574] : INFO : Epoch 776 | loss: 0.000497034 | val_loss: 0.000509395 | Time: 1695.64 ms
[2020-12-22 05:55:56 main:574] : INFO : Epoch 777 | loss: 0.000498541 | val_loss: 0.000514552 | Time: 1718.33 ms
[2020-12-22 05:55:58 main:574] : INFO : Epoch 778 | loss: 0.000499909 | val_loss: 0.000512012 | Time: 1674.49 ms
[2020-12-22 05:56:00 main:574] : INFO : Epoch 779 | loss: 0.000511304 | val_loss: 0.000546408 | Time: 1695.72 ms
[2020-12-22 05:56:02 main:574] : INFO : Epoch 780 | loss: 0.000508746 | val_loss: 0.000516793 | Time: 1662.33 ms
[2020-12-22 05:56:03 main:574] : INFO : Epoch 781 | loss: 0.000503443 | val_loss: 0.000507764 | Time: 1682.05 ms
[2020-12-22 05:56:05 main:574] : INFO : Epoch 782 | loss: 0.00052997 | val_loss: 0.000553564 | Time: 1734.52 ms
[2020-12-22 05:56:07 main:574] : INFO : Epoch 783 | loss: 0.000522401 | val_loss: 0.000521894 | Time: 1690.38 ms
[2020-12-22 05:56:09 main:574] : INFO : Epoch 784 | loss: 0.000498798 | val_loss: 0.000512764 | Time: 1675.13 ms
[2020-12-22 05:56:10 main:574] : INFO : Epoch 785 | loss: 0.000525144 | val_loss: 0.00058202 | Time: 1721.18 ms
[2020-12-22 05:56:12 main:574] : INFO : Epoch 786 | loss: 0.000517927 | val_loss: 0.000515566 | Time: 1649.23 ms
[2020-12-22 05:56:14 main:574] : INFO : Epoch 787 | loss: 0.000499439 | val_loss: 0.000513322 | Time: 1734.11 ms
[2020-12-22 05:56:16 main:574] : INFO : Epoch 788 | loss: 0.000507412 | val_loss: 0.000517445 | Time: 1709.28 ms
[2020-12-22 05:56:17 main:574] : INFO : Epoch 789 | loss: 0.000506296 | val_loss: 0.000532202 | Time: 1700.43 ms
[2020-12-22 05:56:19 main:574] : INFO : Epoch 790 | loss: 0.00053967 | val_loss: 0.000527987 | Time: 1710.82 ms
[2020-12-22 05:56:21 main:574] : INFO : Epoch 791 | loss: 0.000506883 | val_loss: 0.000518667 | Time: 1693.78 ms
[2020-12-22 05:56:23 main:574] : INFO : Epoch 792 | loss: 0.000504078 | val_loss: 0.000532768 | Time: 1670.72 ms
[2020-12-22 05:56:24 main:574] : INFO : Epoch 793 | loss: 0.000515353 | val_loss: 0.000513849 | Time: 1725.7 ms
[2020-12-22 05:56:26 main:574] : INFO : Epoch 794 | loss: 0.000499996 | val_loss: 0.000546846 | Time: 1688.82 ms
[2020-12-22 05:56:28 main:574] : INFO : Epoch 795 | loss: 0.000600991 | val_loss: 0.000640976 | Time: 1720.35 ms
[2020-12-22 05:56:30 main:574] : INFO : Epoch 796 | loss: 0.00058488 | val_loss: 0.000529686 | Time: 1796.29 ms
[2020-12-22 05:56:31 main:574] : INFO : Epoch 797 | loss: 0.000508719 | val_loss: 0.000511186 | Time: 1689.81 ms
[2020-12-22 05:56:33 main:574] : INFO : Epoch 798 | loss: 0.000493244 | val_loss: 0.000505275 | Time: 1672.47 ms
[2020-12-22 05:56:35 main:574] : INFO : Epoch 799 | loss: 0.000493358 | val_loss: 0.00050843 | Time: 1727.83 ms
[2020-12-22 05:56:37 main:574] : INFO : Epoch 800 | loss: 0.000503061 | val_loss: 0.000503087 | Time: 1760.33 ms
[2020-12-22 05:56:38 main:574] : INFO : Epoch 801 | loss: 0.00049273 | val_loss: 0.000506859 | Time: 1717.05 ms
[2020-12-22 05:56:40 main:574] : INFO : Epoch 802 | loss: 0.000507851 | val_loss: 0.000588604 | Time: 1676.31 ms
[2020-12-22 05:56:42 main:574] : INFO : Epoch 803 | loss: 0.000521869 | val_loss: 0.000507932 | Time: 1665.62 ms
[2020-12-22 05:56:44 main:574] : INFO : Epoch 804 | loss: 0.000495125 | val_loss: 0.000507899 | Time: 1732.96 ms
[2020-12-22 05:56:45 main:574] : INFO : Epoch 805 | loss: 0.00052951 | val_loss: 0.000550017 | Time: 1714.41 ms
[2020-12-22 05:56:47 main:574] : INFO : Epoch 806 | loss: 0.000512517 | val_loss: 0.000513933 | Time: 1702.64 ms
[2020-12-22 05:56:49 main:574] : INFO : Epoch 807 | loss: 0.000496968 | val_loss: 0.000519817 | Time: 1708.03 ms
[2020-12-22 05:56:51 main:574] : INFO : Epoch 808 | loss: 0.000548493 | val_loss: 0.000541645 | Time: 1716.7 ms
[2020-12-22 05:56:52 main:574] : INFO : Epoch 809 | loss: 0.000512515 | val_loss: 0.000507718 | Time: 1660.28 ms
[2020-12-22 05:56:54 main:574] : INFO : Epoch 810 | loss: 0.000493542 | val_loss: 0.00050555 | Time: 1757.33 ms
[2020-12-22 05:56:56 main:574] : INFO : Epoch 811 | loss: 0.000488765 | val_loss: 0.000500769 | Time: 1739.61 ms
[2020-12-22 05:56:58 main:574] : INFO : Epoch 812 | loss: 0.000491732 | val_loss: 0.00053146 | Time: 1743.87 ms
[2020-12-22 05:57:00 main:574] : INFO : Epoch 813 | loss: 0.000606371 | val_loss: 0.000580133 | Time: 1726.16 ms
[2020-12-22 05:57:01 main:574] : INFO : Epoch 814 | loss: 0.00052357 | val_loss: 0.000520462 | Time: 1655.35 ms
[2020-12-22 05:57:03 main:574] : INFO : Epoch 815 | loss: 0.000496396 | val_loss: 0.000506859 | Time: 1694.91 ms
[2020-12-22 05:57:05 main:574] : INFO : Epoch 816 | loss: 0.000491277 | val_loss: 0.00050291 | Time: 1735.02 ms
[2020-12-22 05:57:07 main:574] : INFO : Epoch 817 | loss: 0.000498477 | val_loss: 0.000519705 | Time: 1698.8 ms
[2020-12-22 05:57:08 main:574] : INFO : Epoch 818 | loss: 0.000495277 | val_loss: 0.000505355 | Time: 1721.89 ms
[2020-12-22 05:57:10 main:574] : INFO : Epoch 819 | loss: 0.000498299 | val_loss: 0.000526778 | Time: 1768.91 ms
[2020-12-22 05:57:12 main:574] : INFO : Epoch 820 | loss: 0.000523085 | val_loss: 0.000557484 | Time: 1659.46 ms
[2020-12-22 05:57:14 main:574] : INFO : Epoch 821 | loss: 0.000520927 | val_loss: 0.000514068 | Time: 1674.62 ms
[2020-12-22 05:57:15 main:574] : INFO : Epoch 822 | loss: 0.000495466 | val_loss: 0.000504313 | Time: 1709.98 ms
[2020-12-22 05:57:17 main:574] : INFO : Epoch 823 | loss: 0.000490122 | val_loss: 0.000502622 | Time: 1751.55 ms
[2020-12-22 05:57:19 main:574] : INFO : Epoch 824 | loss: 0.0005039 | val_loss: 0.000520134 | Time: 1695.1 ms
[2020-12-22 05:57:21 main:574] : INFO : Epoch 825 | loss: 0.000504278 | val_loss: 0.000517536 | Time: 1718.74 ms
[2020-12-22 05:57:23 main:574] : INFO : Epoch 826 | loss: 0.000553861 | val_loss: 0.000566906 | Time: 1659.33 ms
[2020-12-22 05:57:24 main:574] : INFO : Epoch 827 | loss: 0.000512111 | val_loss: 0.000522701 | Time: 1729.22 ms
[2020-12-22 05:57:26 main:574] : INFO : Epoch 828 | loss: 0.000501059 | val_loss: 0.000530746 | Time: 1704.72 ms
[2020-12-22 05:57:28 main:574] : INFO : Epoch 829 | loss: 0.000501231 | val_loss: 0.000506114 | Time: 1711.75 ms
[2020-12-22 05:57:30 main:574] : INFO : Epoch 830 | loss: 0.000491833 | val_loss: 0.000508907 | Time: 1754.33 ms
[2020-12-22 05:57:31 main:574] : INFO : Epoch 831 | loss: 0.000526248 | val_loss: 0.00053498 | Time: 1670.84 ms
[2020-12-22 05:57:33 main:574] : INFO : Epoch 832 | loss: 0.000505002 | val_loss: 0.000505586 | Time: 1670.53 ms
[2020-12-22 05:57:35 main:574] : INFO : Epoch 833 | loss: 0.000491816 | val_loss: 0.000501329 | Time: 1811.28 ms
[2020-12-22 05:57:37 main:574] : INFO : Epoch 834 | loss: 0.000489337 | val_loss: 0.000510946 | Time: 1755.77 ms
[2020-12-22 05:57:39 main:574] : INFO : Epoch 835 | loss: 0.0005408 | val_loss: 0.000535167 | Time: 1733.66 ms
[2020-12-22 05:57:40 main:574] : INFO : Epoch 836 | loss: 0.000510819 | val_loss: 0.000525777 | Time: 1689.05 ms
[2020-12-22 05:57:42 main:574] : INFO : Epoch 837 | loss: 0.000501525 | val_loss: 0.000505723 | Time: 1648.75 ms
[2020-12-22 05:57:44 main:574] : INFO : Epoch 838 | loss: 0.000513679 | val_loss: 0.000633758 | Time: 1701.18 ms
[2020-12-22 05:57:45 main:574] : INFO : Epoch 839 | loss: 0.000529906 | val_loss: 0.000521312 | Time: 1701.19 ms
[2020-12-22 05:57:47 main:574] : INFO : Epoch 840 | loss: 0.000501665 | val_loss: 0.000510524 | Time: 1691.78 ms
[2020-12-22 05:57:49 main:574] : INFO : Epoch 841 | loss: 0.000503217 | val_loss: 0.000502567 | Time: 1745.89 ms
[2020-12-22 05:57:51 main:574] : INFO : Epoch 842 | loss: 0.000495863 | val_loss: 0.000512824 | Time: 1706.33 ms
[2020-12-22 05:57:52 main:574] : INFO : Epoch 843 | loss: 0.000490796 | val_loss: 0.000498473 | Time: 1703.65 ms
[2020-12-22 05:57:54 main:574] : INFO : Epoch 844 | loss: 0.000509585 | val_loss: 0.000524774 | Time: 1754.55 ms
[2020-12-22 05:57:56 main:574] : INFO : Epoch 845 | loss: 0.000511513 | val_loss: 0.000509169 | Time: 1686.79 ms
[2020-12-22 05:57:58 main:574] : INFO : Epoch 846 | loss: 0.000492602 | val_loss: 0.000503025 | Time: 1709.59 ms
[2020-12-22 05:58:00 main:574] : INFO : Epoch 847 | loss: 0.000492432 | val_loss: 0.000540995 | Time: 1681.21 ms
[2020-12-22 05:58:01 main:574] : INFO : Epoch 848 | loss: 0.000557139 | val_loss: 0.000533653 | Time: 1673.2 ms
[2020-12-22 05:58:03 main:574] : INFO : Epoch 849 | loss: 0.000519971 | val_loss: 0.000520473 | Time: 1660.57 ms
[2020-12-22 05:58:05 main:574] : INFO : Epoch 850 | loss: 0.000494861 | val_loss: 0.000503967 | Time: 1743.58 ms
[2020-12-22 05:58:07 main:574] : INFO : Epoch 851 | loss: 0.000495713 | val_loss: 0.000535965 | Time: 1743.57 ms
[2020-12-22 05:58:08 main:574] : INFO : Epoch 852 | loss: 0.000514184 | val_loss: 0.000509483 | Time: 1684.44 ms
[2020-12-22 05:58:10 main:574] : INFO : Epoch 853 | loss: 0.000495173 | val_loss: 0.000504427 | Time: 1705.25 ms
[2020-12-22 05:58:12 main:574] : INFO : Epoch 854 | loss: 0.000489208 | val_loss: 0.000514608 | Time: 1673.79 ms
[2020-12-22 05:58:14 main:574] : INFO : Epoch 855 | loss: 0.000512916 | val_loss: 0.000532468 | Time: 1700.35 ms
[2020-12-22 05:58:15 main:574] : INFO : Epoch 856 | loss: 0.000523639 | val_loss: 0.000508646 | Time: 1699.6 ms
[2020-12-22 05:58:17 main:574] : INFO : Epoch 857 | loss: 0.000494621 | val_loss: 0.000501485 | Time: 1741.2 ms
[2020-12-22 05:58:19 main:574] : INFO : Epoch 858 | loss: 0.000491042 | val_loss: 0.000505189 | Time: 1763.71 ms
[2020-12-22 05:58:21 main:574] : INFO : Epoch 859 | loss: 0.000490573 | val_loss: 0.000498611 | Time: 1697.58 ms
[2020-12-22 05:58:22 main:574] : INFO : Epoch 860 | loss: 0.000514296 | val_loss: 0.000609062 | Time: 1651.13 ms
[2020-12-22 05:58:24 main:574] : INFO : Epoch 861 | loss: 0.000527716 | val_loss: 0.000515209 | Time: 1687.62 ms
[2020-12-22 05:58:26 main:574] : INFO : Epoch 862 | loss: 0.000492338 | val_loss: 0.00049936 | Time: 1713.73 ms
[2020-12-22 05:58:28 main:574] : INFO : Epoch 863 | loss: 0.000488648 | val_loss: 0.000514469 | Time: 1744.3 ms
[2020-12-22 05:58:29 main:574] : INFO : Epoch 864 | loss: 0.000516685 | val_loss: 0.000507178 | Time: 1785.96 ms
[2020-12-22 05:58:31 main:574] : INFO : Epoch 865 | loss: 0.000493785 | val_loss: 0.000504465 | Time: 1708.99 ms
[2020-12-22 05:58:33 main:574] : INFO : Epoch 866 | loss: 0.000487124 | val_loss: 0.00050659 | Time: 1716.96 ms
[2020-12-22 05:58:35 main:574] : INFO : Epoch 867 | loss: 0.000492455 | val_loss: 0.000521728 | Time: 1724.25 ms
[2020-12-22 05:58:37 main:574] : INFO : Epoch 868 | loss: 0.000514113 | val_loss: 0.000511329 | Time: 1708.18 ms
[2020-12-22 05:58:38 main:574] : INFO : Epoch 869 | loss: 0.000490496 | val_loss: 0.000522034 | Time: 1726.61 ms
[2020-12-22 05:58:40 main:574] : INFO : Epoch 870 | loss: 0.000521524 | val_loss: 0.000510743 | Time: 1795.4 ms
[2020-12-22 05:58:42 main:574] : INFO : Epoch 871 | loss: 0.000489415 | val_loss: 0.00049563 | Time: 1653.64 ms
[2020-12-22 05:58:44 main:574] : INFO : Epoch 872 | loss: 0.000485834 | val_loss: 0.00050833 | Time: 1684.73 ms
[2020-12-22 05:58:45 main:574] : INFO : Epoch 873 | loss: 0.000525594 | val_loss: 0.000530209 | Time: 1760.85 ms
[2020-12-22 05:58:47 main:574] : INFO : Epoch 874 | loss: 0.000501019 | val_loss: 0.00050331 | Time: 1700.74 ms
[2020-12-22 05:58:49 main:574] : INFO : Epoch 875 | loss: 0.000491637 | val_loss: 0.000499917 | Time: 1761.54 ms
[2020-12-22 05:58:51 main:574] : INFO : Epoch 876 | loss: 0.000487715 | val_loss: 0.000509746 | Time: 1666.77 ms
[2020-12-22 05:58:52 main:574] : INFO : Epoch 877 | loss: 0.000501275 | val_loss: 0.000519032 | Time: 1678.57 ms
[2020-12-22 05:58:54 main:574] : INFO : Epoch 878 | loss: 0.000493404 | val_loss: 0.000519974 | Time: 1739.01 ms
[2020-12-22 05:58:56 main:574] : INFO : Epoch 879 | loss: 0.000526662 | val_loss: 0.000514859 | Time: 1760.18 ms
[2020-12-22 05:58:58 main:574] : INFO : Epoch 880 | loss: 0.000494324 | val_loss: 0.00049401 | Time: 1703.62 ms
[2020-12-22 05:58:59 main:574] : INFO : Epoch 881 | loss: 0.000482123 | val_loss: 0.00049311 | Time: 1687.69 ms
[2020-12-22 05:59:01 main:574] : INFO : Epoch 882 | loss: 0.000522341 | val_loss: 0.000538192 | Time: 1686.91 ms
[2020-12-22 05:59:03 main:574] : INFO : Epoch 883 | loss: 0.000503553 | val_loss: 0.000522575 | Time: 1671.72 ms
[2020-12-22 05:59:05 main:574] : INFO : Epoch 884 | loss: 0.000497223 | val_loss: 0.000503729 | Time: 1656.19 ms
[2020-12-22 05:59:06 main:574] : INFO : Epoch 885 | loss: 0.000488679 | val_loss: 0.000495439 | Time: 1682.95 ms
[2020-12-22 05:59:08 main:574] : INFO : Epoch 886 | loss: 0.00050903 | val_loss: 0.000551009 | Time: 1712.2 ms
[2020-12-22 05:59:10 main:574] : INFO : Epoch 887 | loss: 0.000515727 | val_loss: 0.000506857 | Time: 1737.37 ms
[2020-12-22 05:59:12 main:574] : INFO : Epoch 888 | loss: 0.000486708 | val_loss: 0.000494641 | Time: 1707.91 ms
[2020-12-22 05:59:13 main:574] : INFO : Epoch 889 | loss: 0.000482027 | val_loss: 0.000495608 | Time: 1674.42 ms
[2020-12-22 05:59:15 main:574] : INFO : Epoch 890 | loss: 0.000487451 | val_loss: 0.000512841 | Time: 1727.35 ms
[2020-12-22 05:59:17 main:574] : INFO : Epoch 891 | loss: 0.000523027 | val_loss: 0.000555057 | Time: 1762.48 ms
[2020-12-22 05:59:19 main:574] : INFO : Epoch 892 | loss: 0.000506735 | val_loss: 0.000505201 | Time: 1704.82 ms
[2020-12-22 05:59:20 main:574] : INFO : Epoch 893 | loss: 0.000485025 | val_loss: 0.000493633 | Time: 1726.67 ms
[2020-12-22 05:59:22 main:574] : INFO : Epoch 894 | loss: 0.000485561 | val_loss: 0.00050541 | Time: 1664.37 ms
[2020-12-22 05:59:24 main:574] : INFO : Epoch 895 | loss: 0.000506072 | val_loss: 0.000577891 | Time: 1695.6 ms
[2020-12-22 05:59:26 main:574] : INFO : Epoch 896 | loss: 0.000513218 | val_loss: 0.000506315 | Time: 1756.39 ms
[2020-12-22 05:59:28 main:574] : INFO : Epoch 897 | loss: 0.000484731 | val_loss: 0.000491692 | Time: 1778.93 ms
[2020-12-22 05:59:29 main:574] : INFO : Epoch 898 | loss: 0.000480634 | val_loss: 0.000493913 | Time: 1692.95 ms
[2020-12-22 05:59:31 main:574] : INFO : Epoch 899 | loss: 0.000529682 | val_loss: 0.000550238 | Time: 1778.08 ms
[2020-12-22 05:59:33 main:574] : INFO : Epoch 900 | loss: 0.00051739 | val_loss: 0.000511986 | Time: 1682.45 ms
[2020-12-22 05:59:35 main:574] : INFO : Epoch 901 | loss: 0.000492679 | val_loss: 0.000498451 | Time: 1723.67 ms
[2020-12-22 05:59:36 main:574] : INFO : Epoch 902 | loss: 0.000485579 | val_loss: 0.000501133 | Time: 1694.75 ms
[2020-12-22 05:59:38 main:574] : INFO : Epoch 903 | loss: 0.0004972 | val_loss: 0.000500464 | Time: 1716.09 ms
[2020-12-22 05:59:40 main:574] : INFO : Epoch 904 | loss: 0.00048459 | val_loss: 0.000498215 | Time: 1775.37 ms
[2020-12-22 05:59:42 main:574] : INFO : Epoch 905 | loss: 0.000481779 | val_loss: 0.00049674 | Time: 1650.99 ms
[2020-12-22 05:59:43 main:574] : INFO : Epoch 906 | loss: 0.000514527 | val_loss: 0.000510579 | Time: 1670.97 ms
[2020-12-22 05:59:45 main:574] : INFO : Epoch 907 | loss: 0.000497298 | val_loss: 0.000503254 | Time: 1716.95 ms
[2020-12-22 05:59:47 main:574] : INFO : Epoch 908 | loss: 0.000484196 | val_loss: 0.000492904 | Time: 1732.81 ms
[2020-12-22 05:59:49 main:574] : INFO : Epoch 909 | loss: 0.000479027 | val_loss: 0.000503946 | Time: 1748.76 ms
[2020-12-22 05:59:50 main:574] : INFO : Epoch 910 | loss: 0.00057004 | val_loss: 0.000547636 | Time: 1734.08 ms
[2020-12-22 05:59:52 main:574] : INFO : Epoch 911 | loss: 0.000515287 | val_loss: 0.000502487 | Time: 1682.79 ms
[2020-12-22 05:59:54 main:574] : INFO : Epoch 912 | loss: 0.000485432 | val_loss: 0.000494826 | Time: 1707.03 ms
[2020-12-22 05:59:56 main:574] : INFO : Epoch 913 | loss: 0.000484445 | val_loss: 0.000495059 | Time: 1733.31 ms
[2020-12-22 05:59:57 main:574] : INFO : Epoch 914 | loss: 0.000479573 | val_loss: 0.000492739 | Time: 1698.85 ms
[2020-12-22 05:59:59 main:574] : INFO : Epoch 915 | loss: 0.000501841 | val_loss: 0.000540422 | Time: 1759.9 ms
[2020-12-22 06:00:01 main:574] : INFO : Epoch 916 | loss: 0.000498987 | val_loss: 0.000500672 | Time: 1687.69 ms
[2020-12-22 06:00:03 main:574] : INFO : Epoch 917 | loss: 0.000485774 | val_loss: 0.000496866 | Time: 1686.18 ms
[2020-12-22 06:00:04 main:574] : INFO : Epoch 918 | loss: 0.000484273 | val_loss: 0.000499425 | Time: 1697.29 ms
[2020-12-22 06:00:06 main:574] : INFO : Epoch 919 | loss: 0.000507111 | val_loss: 0.000506036 | Time: 1750.86 ms
[2020-12-22 06:00:08 main:574] : INFO : Epoch 920 | loss: 0.000497861 | val_loss: 0.000513118 | Time: 1685.63 ms
[2020-12-22 06:00:10 main:574] : INFO : Epoch 921 | loss: 0.000486132 | val_loss: 0.000500318 | Time: 1708.04 ms
[2020-12-22 06:00:11 main:574] : INFO : Epoch 922 | loss: 0.000484774 | val_loss: 0.000506521 | Time: 1679.81 ms
[2020-12-22 06:00:13 main:574] : INFO : Epoch 923 | loss: 0.000492632 | val_loss: 0.000498304 | Time: 1719.55 ms
[2020-12-22 06:00:15 main:574] : INFO : Epoch 924 | loss: 0.000506419 | val_loss: 0.000573151 | Time: 1676.51 ms
[2020-12-22 06:00:17 main:574] : INFO : Epoch 925 | loss: 0.000509338 | val_loss: 0.0005123 | Time: 1666.1 ms
[2020-12-22 06:00:18 main:574] : INFO : Epoch 926 | loss: 0.00049579 | val_loss: 0.000502002 | Time: 1715.35 ms
[2020-12-22 06:00:20 main:574] : INFO : Epoch 927 | loss: 0.000481957 | val_loss: 0.000501155 | Time: 1753.35 ms
[2020-12-22 06:00:22 main:574] : INFO : Epoch 928 | loss: 0.000485496 | val_loss: 0.000496773 | Time: 1664.37 ms
[2020-12-22 06:00:24 main:574] : INFO : Epoch 929 | loss: 0.000493312 | val_loss: 0.00051286 | Time: 1701.18 ms
[2020-12-22 06:00:25 main:574] : INFO : Epoch 930 | loss: 0.000499335 | val_loss: 0.000503442 | Time: 1675.55 ms
[2020-12-22 06:00:27 main:574] : INFO : Epoch 931 | loss: 0.000493427 | val_loss: 0.000509176 | Time: 1679.6 ms
[2020-12-22 06:00:29 main:574] : INFO : Epoch 932 | loss: 0.000485701 | val_loss: 0.000493926 | Time: 1691.85 ms
[2020-12-22 06:00:31 main:574] : INFO : Epoch 933 | loss: 0.00049319 | val_loss: 0.00050855 | Time: 1694.38 ms
[2020-12-22 06:00:32 main:574] : INFO : Epoch 934 | loss: 0.000518946 | val_loss: 0.000525934 | Time: 1671.31 ms
[2020-12-22 06:00:34 main:574] : INFO : Epoch 935 | loss: 0.000505108 | val_loss: 0.000506542 | Time: 1669.27 ms
[2020-12-22 06:00:36 main:574] : INFO : Epoch 936 | loss: 0.000487808 | val_loss: 0.000504009 | Time: 1764.45 ms
[2020-12-22 06:00:38 main:574] : INFO : Epoch 937 | loss: 0.000503734 | val_loss: 0.000525831 | Time: 1745.2 ms
[2020-12-22 06:00:39 main:574] : INFO : Epoch 938 | loss: 0.0004915 | val_loss: 0.000499277 | Time: 1733.61 ms
[2020-12-22 06:00:41 main:574] : INFO : Epoch 939 | loss: 0.00048217 | val_loss: 0.000503986 | Time: 1717 ms
[2020-12-22 06:00:43 main:574] : INFO : Epoch 940 | loss: 0.000501309 | val_loss: 0.000506026 | Time: 1653.32 ms
[2020-12-22 06:00:45 main:574] : INFO : Epoch 941 | loss: 0.000484964 | val_loss: 0.00049748 | Time: 1711.7 ms
[2020-12-22 06:00:46 main:574] : INFO : Epoch 942 | loss: 0.000485834 | val_loss: 0.000511106 | Time: 1727.59 ms
[2020-12-22 06:00:48 main:574] : INFO : Epoch 943 | loss: 0.000522098 | val_loss: 0.000536504 | Time: 1705.21 ms
[2020-12-22 06:00:50 main:574] : INFO : Epoch 944 | loss: 0.000498679 | val_loss: 0.000505302 | Time: 1707.24 ms
[2020-12-22 06:00:52 main:574] : INFO : Epoch 945 | loss: 0.000483859 | val_loss: 0.000494194 | Time: 1682.6 ms
[2020-12-22 06:00:53 main:574] : INFO : Epoch 946 | loss: 0.000522794 | val_loss: 0.000511378 | Time: 1698.85 ms
[2020-12-22 06:00:55 main:574] : INFO : Epoch 947 | loss: 0.000505188 | val_loss: 0.000497114 | Time: 1721.07 ms
[2020-12-22 06:00:57 main:574] : INFO : Epoch 948 | loss: 0.000488133 | val_loss: 0.000503937 | Time: 1714.84 ms
[2020-12-22 06:00:59 main:574] : INFO : Epoch 949 | loss: 0.000482414 | val_loss: 0.000495458 | Time: 1731.76 ms
[2020-12-22 06:01:00 main:574] : INFO : Epoch 950 | loss: 0.000486053 | val_loss: 0.000503687 | Time: 1703.13 ms
[2020-12-22 06:01:02 main:574] : INFO : Epoch 951 | loss: 0.000486247 | val_loss: 0.000492848 | Time: 1699.13 ms
[2020-12-22 06:01:04 main:574] : INFO : Epoch 952 | loss: 0.000481007 | val_loss: 0.000501063 | Time: 1735.41 ms
[2020-12-22 06:01:06 main:574] : INFO : Epoch 953 | loss: 0.00052975 | val_loss: 0.000549951 | Time: 1726.77 ms
[2020-12-22 06:01:08 main:574] : INFO : Epoch 954 | loss: 0.000513558 | val_loss: 0.000502817 | Time: 1720.83 ms
[2020-12-22 06:01:09 main:574] : INFO : Epoch 955 | loss: 0.000484188 | val_loss: 0.000494031 | Time: 1719.45 ms
[2020-12-22 06:01:11 main:574] : INFO : Epoch 956 | loss: 0.000480314 | val_loss: 0.000494425 | Time: 1733.83 ms
[2020-12-22 06:01:13 main:574] : INFO : Epoch 957 | loss: 0.000481267 | val_loss: 0.000493651 | Time: 1677.05 ms
[2020-12-22 06:01:15 main:574] : INFO : Epoch 958 | loss: 0.000492857 | val_loss: 0.000517099 | Time: 1715.84 ms
[2020-12-22 06:01:16 main:574] : INFO : Epoch 959 | loss: 0.000496254 | val_loss: 0.000522557 | Time: 1712.43 ms
[2020-12-22 06:01:18 main:574] : INFO : Epoch 960 | loss: 0.000492366 | val_loss: 0.000496671 | Time: 1715.6 ms
[2020-12-22 06:01:20 main:574] : INFO : Epoch 961 | loss: 0.000482683 | val_loss: 0.000504586 | Time: 1711.63 ms
[2020-12-22 06:01:22 main:574] : INFO : Epoch 962 | loss: 0.000501203 | val_loss: 0.000499756 | Time: 1665.57 ms
[2020-12-22 06:01:23 main:574] : INFO : Epoch 963 | loss: 0.000486975 | val_loss: 0.000497459 | Time: 1685.45 ms
[2020-12-22 06:01:25 main:574] : INFO : Epoch 964 | loss: 0.000486164 | val_loss: 0.000537599 | Time: 1694.53 ms
[2020-12-22 06:01:27 main:574] : INFO : Epoch 965 | loss: 0.00052003 | val_loss: 0.000531519 | Time: 1752.52 ms
[2020-12-22 06:01:29 main:574] : INFO : Epoch 966 | loss: 0.00050256 | val_loss: 0.000506921 | Time: 1726.1 ms
[2020-12-22 06:01:30 main:574] : INFO : Epoch 967 | loss: 0.000482804 | val_loss: 0.000490197 | Time: 1688.46 ms
[2020-12-22 06:01:32 main:574] : INFO : Epoch 968 | loss: 0.000478507 | val_loss: 0.000492447 | Time: 1644.67 ms
[2020-12-22 06:01:34 main:574] : INFO : Epoch 969 | loss: 0.000484458 | val_loss: 0.000501963 | Time: 1712.42 ms
[2020-12-22 06:01:36 main:574] : INFO : Epoch 970 | loss: 0.000541619 | val_loss: 0.000506579 | Time: 1742.48 ms
[2020-12-22 06:01:37 main:574] : INFO : Epoch 971 | loss: 0.00052146 | val_loss: 0.000526195 | Time: 1742.83 ms
[2020-12-22 06:01:39 main:574] : INFO : Epoch 972 | loss: 0.000494706 | val_loss: 0.000495635 | Time: 1715.55 ms
[2020-12-22 06:01:41 main:574] : INFO : Epoch 973 | loss: 0.000478642 | val_loss: 0.000493177 | Time: 1740.13 ms
[2020-12-22 06:01:43 main:574] : INFO : Epoch 974 | loss: 0.000490226 | val_loss: 0.000498553 | Time: 1654.12 ms
[2020-12-22 06:01:44 main:574] : INFO : Epoch 975 | loss: 0.000481563 | val_loss: 0.000493225 | Time: 1714.85 ms
[2020-12-22 06:01:46 main:574] : INFO : Epoch 976 | loss: 0.000482105 | val_loss: 0.000494256 | Time: 1716.74 ms
[2020-12-22 06:01:48 main:574] : INFO : Epoch 977 | loss: 0.000492355 | val_loss: 0.000505708 | Time: 1694.08 ms
[2020-12-22 06:01:50 main:574] : INFO : Epoch 978 | loss: 0.000481991 | val_loss: 0.000492124 | Time: 1683.76 ms
[2020-12-22 06:01:51 main:574] : INFO : Epoch 979 | loss: 0.000478617 | val_loss: 0.000495292 | Time: 1682.49 ms
[2020-12-22 06:01:53 main:574] : INFO : Epoch 980 | loss: 0.000520887 | val_loss: 0.000524511 | Time: 1713.96 ms
[2020-12-22 06:01:55 main:574] : INFO : Epoch 981 | loss: 0.000514044 | val_loss: 0.000508322 | Time: 1706.63 ms
[2020-12-22 06:01:57 main:574] : INFO : Epoch 982 | loss: 0.000485531 | val_loss: 0.000494146 | Time: 1752.08 ms
[2020-12-22 06:01:58 main:574] : INFO : Epoch 983 | loss: 0.000478359 | val_loss: 0.000489808 | Time: 1731.58 ms
[2020-12-22 06:02:00 main:574] : INFO : Epoch 984 | loss: 0.000488345 | val_loss: 0.000527746 | Time: 1711.53 ms
[2020-12-22 06:02:02 main:574] : INFO : Epoch 985 | loss: 0.000490578 | val_loss: 0.00050283 | Time: 1651.56 ms
[2020-12-22 06:02:04 main:574] : INFO : Epoch 986 | loss: 0.000486382 | val_loss: 0.000494205 | Time: 1676.51 ms
[2020-12-22 06:02:05 main:574] : INFO : Epoch 987 | loss: 0.000485432 | val_loss: 0.000499775 | Time: 1672.91 ms
[2020-12-22 06:02:07 main:574] : INFO : Epoch 988 | loss: 0.000492982 | val_loss: 0.000502684 | Time: 1668.1 ms
[2020-12-22 06:02:09 main:574] : INFO : Epoch 989 | loss: 0.000539948 | val_loss: 0.000512746 | Time: 1714.22 ms
[2020-12-22 06:02:11 main:574] : INFO : Epoch 990 | loss: 0.000502039 | val_loss: 0.000493548 | Time: 1747.8 ms
[2020-12-22 06:02:12 main:574] : INFO : Epoch 991 | loss: 0.000493265 | val_loss: 0.00050829 | Time: 1643.46 ms
[2020-12-22 06:02:14 main:574] : INFO : Epoch 992 | loss: 0.000485213 | val_loss: 0.0004927 | Time: 1708.25 ms
[2020-12-22 06:02:16 main:574] : INFO : Epoch 993 | loss: 0.000478176 | val_loss: 0.000495273 | Time: 1724.6 ms
[2020-12-22 06:02:18 main:574] : INFO : Epoch 994 | loss: 0.000490517 | val_loss: 0.000515276 | Time: 1707.12 ms
[2020-12-22 06:02:19 main:574] : INFO : Epoch 995 | loss: 0.000485289 | val_loss: 0.000489929 | Time: 1732.75 ms
[2020-12-22 06:02:21 main:574] : INFO : Epoch 996 | loss: 0.000478068 | val_loss: 0.000490289 | Time: 1719.43 ms
[2020-12-22 06:02:23 main:574] : INFO : Epoch 997 | loss: 0.00048115 | val_loss: 0.000500884 | Time: 1666.41 ms
[2020-12-22 06:02:25 main:574] : INFO : Epoch 998 | loss: 0.000548043 | val_loss: 0.000564958 | Time: 1678.64 ms
[2020-12-22 06:02:26 main:574] : INFO : Epoch 999 | loss: 0.000520471 | val_loss: 0.000504238 | Time: 1702.01 ms
[2020-12-22 06:02:28 main:574] : INFO : Epoch 1000 | loss: 0.000484431 | val_loss: 0.000493781 | Time: 1702.41 ms
[2020-12-22 06:02:30 main:574] : INFO : Epoch 1001 | loss: 0.000483969 | val_loss: 0.000509249 | Time: 1707.75 ms
[2020-12-22 06:02:31 main:574] : INFO : Epoch 1002 | loss: 0.000501441 | val_loss: 0.000499683 | Time: 1672.29 ms
[2020-12-22 06:02:33 main:574] : INFO : Epoch 1003 | loss: 0.000481772 | val_loss: 0.00049233 | Time: 1690.97 ms
[2020-12-22 06:02:35 main:574] : INFO : Epoch 1004 | loss: 0.000476536 | val_loss: 0.000491588 | Time: 1707.24 ms
[2020-12-22 06:02:37 main:574] : INFO : Epoch 1005 | loss: 0.00047856 | val_loss: 0.000504801 | Time: 1707.36 ms
[2020-12-22 06:02:38 main:574] : INFO : Epoch 1006 | loss: 0.000504287 | val_loss: 0.000512396 | Time: 1742.02 ms
[2020-12-22 06:02:40 main:574] : INFO : Epoch 1007 | loss: 0.000492719 | val_loss: 0.000502338 | Time: 1725.76 ms
[2020-12-22 06:02:42 main:574] : INFO : Epoch 1008 | loss: 0.00048786 | val_loss: 0.000499574 | Time: 1694.69 ms
[2020-12-22 06:02:44 main:574] : INFO : Epoch 1009 | loss: 0.000484148 | val_loss: 0.000509988 | Time: 1708.13 ms
[2020-12-22 06:02:45 main:574] : INFO : Epoch 1010 | loss: 0.00050034 | val_loss: 0.000501681 | Time: 1707.55 ms
[2020-12-22 06:02:47 main:574] : INFO : Epoch 1011 | loss: 0.000488857 | val_loss: 0.000498926 | Time: 1722.3 ms
[2020-12-22 06:02:49 main:574] : INFO : Epoch 1012 | loss: 0.000504932 | val_loss: 0.000508283 | Time: 1747.75 ms
[2020-12-22 06:02:51 main:574] : INFO : Epoch 1013 | loss: 0.000485032 | val_loss: 0.00049321 | Time: 1694.02 ms
[2020-12-22 06:02:53 main:574] : INFO : Epoch 1014 | loss: 0.000477817 | val_loss: 0.000504578 | Time: 1685.7 ms
[2020-12-22 06:02:54 main:574] : INFO : Epoch 1015 | loss: 0.000525315 | val_loss: 0.000512243 | Time: 1751.14 ms
[2020-12-22 06:02:56 main:574] : INFO : Epoch 1016 | loss: 0.000505095 | val_loss: 0.000558628 | Time: 1708.3 ms
[2020-12-22 06:02:58 main:574] : INFO : Epoch 1017 | loss: 0.000496878 | val_loss: 0.000496416 | Time: 1692.48 ms
[2020-12-22 06:03:00 main:574] : INFO : Epoch 1018 | loss: 0.00047932 | val_loss: 0.00048738 | Time: 1720.83 ms
[2020-12-22 06:03:01 main:574] : INFO : Epoch 1019 | loss: 0.000477001 | val_loss: 0.000491793 | Time: 1709 ms
[2020-12-22 06:03:03 main:574] : INFO : Epoch 1020 | loss: 0.000474093 | val_loss: 0.000490627 | Time: 1687.28 ms
[2020-12-22 06:03:05 main:574] : INFO : Epoch 1021 | loss: 0.000505455 | val_loss: 0.000529068 | Time: 1676.57 ms
[2020-12-22 06:03:07 main:574] : INFO : Epoch 1022 | loss: 0.000534442 | val_loss: 0.000516528 | Time: 1705.14 ms
[2020-12-22 06:03:08 main:574] : INFO : Epoch 1023 | loss: 0.000495721 | val_loss: 0.00049971 | Time: 1688.89 ms
[2020-12-22 06:03:10 main:574] : INFO : Epoch 1024 | loss: 0.00047849 | val_loss: 0.000486691 | Time: 1733.26 ms
[2020-12-22 06:03:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000486691
[2020-12-22 06:03:10 main:603] : INFO : Saving end state to config to file
[2020-12-22 06:03:10 main:608] : INFO : Success, exiting..
06:03:10 (12644): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)