Task 3232335
| Name | EightBitModified-1605455531-31345-2_2 |
| Workunit | 1453354 |
| Created | 11 Dec 2020, 2:05:20 UTC |
| Sent | 11 Dec 2020, 2:40:16 UTC |
| Report deadline | 18 Dec 2020, 2:40:16 UTC |
| Received | 11 Dec 2020, 17:56:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 27 min 58 sec |
| CPU time | 27 min 54 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,116.93 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 526 | loss: 0.000329993 | val_loss: 0.000343775 | Time: 1636.62 ms
[2020-12-11 12:09:59 main:581] : INFO : Epoch 527 | loss: 0.000329188 | val_loss: 0.00034185 | Time: 1618.66 ms
[2020-12-11 12:10:00 main:581] : INFO : Epoch 528 | loss: 0.000326992 | val_loss: 0.000346974 | Time: 1620.85 ms
[2020-12-11 12:10:02 main:581] : INFO : Epoch 529 | loss: 0.000338093 | val_loss: 0.000343864 | Time: 1617.93 ms
[2020-12-11 12:10:04 main:581] : INFO : Epoch 530 | loss: 0.000328938 | val_loss: 0.000340427 | Time: 1607.45 ms
[2020-12-11 12:10:05 main:581] : INFO : Epoch 531 | loss: 0.000325228 | val_loss: 0.000338181 | Time: 1632.59 ms
[2020-12-11 12:10:07 main:581] : INFO : Epoch 532 | loss: 0.000339805 | val_loss: 0.000382262 | Time: 1624.09 ms
[2020-12-11 12:10:09 main:581] : INFO : Epoch 533 | loss: 0.000334542 | val_loss: 0.000337849 | Time: 1625.97 ms
[2020-12-11 12:10:10 main:581] : INFO : Epoch 534 | loss: 0.000322674 | val_loss: 0.000335534 | Time: 1622.33 ms
[2020-12-11 12:10:12 main:581] : INFO : Epoch 535 | loss: 0.00032341 | val_loss: 0.00033807 | Time: 1618.42 ms
[2020-12-11 12:10:13 main:581] : INFO : Epoch 536 | loss: 0.000338008 | val_loss: 0.000352189 | Time: 1633.29 ms
[2020-12-11 12:10:15 main:581] : INFO : Epoch 537 | loss: 0.000335929 | val_loss: 0.000342464 | Time: 1616.35 ms
[2020-12-11 12:10:17 main:581] : INFO : Epoch 538 | loss: 0.000329094 | val_loss: 0.000355434 | Time: 1616.14 ms
[2020-12-11 12:10:18 main:581] : INFO : Epoch 539 | loss: 0.000337738 | val_loss: 0.00034366 | Time: 1616.61 ms
[2020-12-11 12:10:20 main:581] : INFO : Epoch 540 | loss: 0.000325499 | val_loss: 0.000338579 | Time: 1613.4 ms
[2020-12-11 12:10:22 main:581] : INFO : Epoch 541 | loss: 0.000322508 | val_loss: 0.000335878 | Time: 1617.94 ms
[2020-12-11 12:10:23 main:581] : INFO : Epoch 542 | loss: 0.000323698 | val_loss: 0.000349204 | Time: 1613.64 ms
[2020-12-11 12:10:25 main:581] : INFO : Epoch 543 | loss: 0.000351678 | val_loss: 0.000356528 | Time: 1608.37 ms
[2020-12-11 12:10:26 main:581] : INFO : Epoch 544 | loss: 0.000332759 | val_loss: 0.000340806 | Time: 1602.84 ms
[2020-12-11 12:10:28 main:581] : INFO : Epoch 545 | loss: 0.000323953 | val_loss: 0.000336895 | Time: 1629.9 ms
[2020-12-11 12:10:30 main:581] : INFO : Epoch 546 | loss: 0.000325368 | val_loss: 0.000348149 | Time: 1602.31 ms
[2020-12-11 12:10:31 main:581] : INFO : Epoch 547 | loss: 0.000338125 | val_loss: 0.000350452 | Time: 1623.49 ms
[2020-12-11 12:10:33 main:581] : INFO : Epoch 548 | loss: 0.000334968 | val_loss: 0.000347971 | Time: 1612.81 ms
[2020-12-11 12:10:34 main:581] : INFO : Epoch 549 | loss: 0.00032532 | val_loss: 0.000340275 | Time: 1624.24 ms
[2020-12-11 12:10:36 main:581] : INFO : Epoch 550 | loss: 0.000323883 | val_loss: 0.000340118 | Time: 1628.29 ms
[2020-12-11 12:10:38 main:581] : INFO : Epoch 551 | loss: 0.000333199 | val_loss: 0.000358864 | Time: 1621.48 ms
[2020-12-11 12:10:39 main:581] : INFO : Epoch 552 | loss: 0.000338088 | val_loss: 0.000343622 | Time: 1619.34 ms
[2020-12-11 12:10:41 main:581] : INFO : Epoch 553 | loss: 0.000327815 | val_loss: 0.000340553 | Time: 1621.62 ms
[2020-12-11 12:10:43 main:581] : INFO : Epoch 554 | loss: 0.000323252 | val_loss: 0.000338487 | Time: 1613.92 ms
[2020-12-11 12:10:44 main:581] : INFO : Epoch 555 | loss: 0.000330618 | val_loss: 0.000362046 | Time: 1609.49 ms
[2020-12-11 12:10:46 main:581] : INFO : Epoch 556 | loss: 0.000344185 | val_loss: 0.000350804 | Time: 1613.07 ms
[2020-12-11 12:10:47 main:581] : INFO : Epoch 557 | loss: 0.000328366 | val_loss: 0.000340142 | Time: 1634.97 ms
[2020-12-11 12:10:49 main:581] : INFO : Epoch 558 | loss: 0.000328675 | val_loss: 0.000341546 | Time: 1635.74 ms
[2020-12-11 12:10:51 main:581] : INFO : Epoch 559 | loss: 0.000326948 | val_loss: 0.000346398 | Time: 1633.41 ms
[2020-12-11 12:10:52 main:581] : INFO : Epoch 560 | loss: 0.000334172 | val_loss: 0.000341506 | Time: 1625.54 ms
[2020-12-11 12:10:54 main:581] : INFO : Epoch 561 | loss: 0.000327887 | val_loss: 0.000339966 | Time: 1622.9 ms
[2020-12-11 12:10:56 main:581] : INFO : Epoch 562 | loss: 0.000326749 | val_loss: 0.000343229 | Time: 1627.35 ms
[2020-12-11 12:10:57 main:581] : INFO : Epoch 563 | loss: 0.000332052 | val_loss: 0.000352279 | Time: 1625.12 ms
[2020-12-11 12:10:59 main:581] : INFO : Epoch 564 | loss: 0.000336494 | val_loss: 0.000363871 | Time: 1631.17 ms
[2020-12-11 12:11:00 main:581] : INFO : Epoch 565 | loss: 0.000341535 | val_loss: 0.000342976 | Time: 1622.1 ms
[2020-12-11 12:11:02 main:581] : INFO : Epoch 566 | loss: 0.00032628 | val_loss: 0.000338429 | Time: 1636.96 ms
[2020-12-11 12:11:04 main:581] : INFO : Epoch 567 | loss: 0.000324487 | val_loss: 0.000337477 | Time: 1622.15 ms
[2020-12-11 12:11:05 main:581] : INFO : Epoch 568 | loss: 0.00032625 | val_loss: 0.000340762 | Time: 1626.53 ms
[2020-12-11 12:11:07 main:581] : INFO : Epoch 569 | loss: 0.000332817 | val_loss: 0.000345727 | Time: 1623.45 ms
[2020-12-11 12:11:09 main:581] : INFO : Epoch 570 | loss: 0.000329894 | val_loss: 0.000342016 | Time: 1617.6 ms
[2020-12-11 12:11:10 main:581] : INFO : Epoch 571 | loss: 0.000325666 | val_loss: 0.000337012 | Time: 1615.63 ms
[2020-12-11 12:11:12 main:581] : INFO : Epoch 572 | loss: 0.000327945 | val_loss: 0.000368101 | Time: 1613.19 ms
[2020-12-11 12:11:13 main:581] : INFO : Epoch 573 | loss: 0.00035547 | val_loss: 0.000348686 | Time: 1612.83 ms
[2020-12-11 12:11:15 main:581] : INFO : Epoch 574 | loss: 0.000328176 | val_loss: 0.000338021 | Time: 1617.47 ms
[2020-12-11 12:11:17 main:581] : INFO : Epoch 575 | loss: 0.000327073 | val_loss: 0.000339647 | Time: 1613.7 ms
[2020-12-11 12:11:18 main:581] : INFO : Epoch 576 | loss: 0.000324128 | val_loss: 0.000334971 | Time: 1624.65 ms
[2020-12-11 12:11:20 main:581] : INFO : Epoch 577 | loss: 0.000321794 | val_loss: 0.00033868 | Time: 1628.33 ms
[2020-12-11 12:11:22 main:581] : INFO : Epoch 578 | loss: 0.000337713 | val_loss: 0.000370029 | Time: 1631.11 ms
[2020-12-11 12:11:23 main:581] : INFO : Epoch 579 | loss: 0.000347366 | val_loss: 0.000344445 | Time: 1633.46 ms
[2020-12-11 12:11:25 main:581] : INFO : Epoch 580 | loss: 0.000329172 | val_loss: 0.000339419 | Time: 1630.89 ms
[2020-12-11 12:11:26 main:581] : INFO : Epoch 581 | loss: 0.000326358 | val_loss: 0.000340814 | Time: 1632.04 ms
[2020-12-11 12:11:28 main:581] : INFO : Epoch 582 | loss: 0.000324185 | val_loss: 0.000337401 | Time: 1627.57 ms
[2020-12-11 12:11:30 main:581] : INFO : Epoch 583 | loss: 0.000324536 | val_loss: 0.00034129 | Time: 1639.56 ms
[2020-12-11 12:11:31 main:581] : INFO : Epoch 584 | loss: 0.000338899 | val_loss: 0.00036641 | Time: 1626.17 ms
[2020-12-11 12:11:33 main:581] : INFO : Epoch 585 | loss: 0.000333873 | val_loss: 0.000344828 | Time: 1630.8 ms
[2020-12-11 12:11:35 main:581] : INFO : Epoch 586 | loss: 0.000325464 | val_loss: 0.000337027 | Time: 1644.79 ms
[2020-12-11 12:11:36 main:581] : INFO : Epoch 587 | loss: 0.000322572 | val_loss: 0.000337277 | Time: 1647.76 ms
[2020-12-11 12:11:38 main:581] : INFO : Epoch 588 | loss: 0.000331388 | val_loss: 0.000382834 | Time: 1644.97 ms
[2020-12-11 12:11:39 main:581] : INFO : Epoch 589 | loss: 0.000357834 | val_loss: 0.00034676 | Time: 1629.54 ms
[2020-12-11 12:11:41 main:581] : INFO : Epoch 590 | loss: 0.000330087 | val_loss: 0.000339094 | Time: 1633.21 ms
[2020-12-11 12:11:43 main:581] : INFO : Epoch 591 | loss: 0.000327902 | val_loss: 0.000350222 | Time: 1626.79 ms
[2020-12-11 12:11:44 main:581] : INFO : Epoch 592 | loss: 0.000328579 | val_loss: 0.000338837 | Time: 1626.32 ms
[2020-12-11 12:11:46 main:581] : INFO : Epoch 593 | loss: 0.000322816 | val_loss: 0.000336126 | Time: 1603.45 ms
[2020-12-11 12:11:48 main:581] : INFO : Epoch 594 | loss: 0.000323701 | val_loss: 0.000338417 | Time: 1641.25 ms
[2020-12-11 12:11:49 main:581] : INFO : Epoch 595 | loss: 0.000331677 | val_loss: 0.000356321 | Time: 1625.34 ms
[2020-12-11 12:11:51 main:581] : INFO : Epoch 596 | loss: 0.000339837 | val_loss: 0.000347276 | Time: 1627.07 ms
[2020-12-11 12:11:52 main:581] : INFO : Epoch 597 | loss: 0.000326819 | val_loss: 0.000336745 | Time: 1607.51 ms
[2020-12-11 12:11:54 main:581] : INFO : Epoch 598 | loss: 0.000323231 | val_loss: 0.000339869 | Time: 1627.62 ms
[2020-12-11 12:11:56 main:581] : INFO : Epoch 599 | loss: 0.000324366 | val_loss: 0.000341456 | Time: 1621.17 ms
[2020-12-11 12:11:57 main:581] : INFO : Epoch 600 | loss: 0.000337112 | val_loss: 0.000373223 | Time: 1617.72 ms
[2020-12-11 12:11:59 main:581] : INFO : Epoch 601 | loss: 0.000339081 | val_loss: 0.000346789 | Time: 1613.45 ms
[2020-12-11 12:12:01 main:581] : INFO : Epoch 602 | loss: 0.000324491 | val_loss: 0.000336384 | Time: 1626.89 ms
[2020-12-11 12:12:02 main:581] : INFO : Epoch 603 | loss: 0.000324269 | val_loss: 0.000348365 | Time: 1627.54 ms
[2020-12-11 12:12:04 main:581] : INFO : Epoch 604 | loss: 0.000345954 | val_loss: 0.000354198 | Time: 1626.73 ms
[2020-12-11 12:12:05 main:581] : INFO : Epoch 605 | loss: 0.000331839 | val_loss: 0.000342035 | Time: 1628 ms
[2020-12-11 12:12:07 main:581] : INFO : Epoch 606 | loss: 0.000326269 | val_loss: 0.000340133 | Time: 1629.43 ms
[2020-12-11 12:12:09 main:581] : INFO : Epoch 607 | loss: 0.000328334 | val_loss: 0.000343628 | Time: 1643.02 ms
[2020-12-11 12:12:10 main:581] : INFO : Epoch 608 | loss: 0.000323505 | val_loss: 0.000337341 | Time: 1623.41 ms
[2020-12-11 12:12:12 main:581] : INFO : Epoch 609 | loss: 0.000325228 | val_loss: 0.000345255 | Time: 1622.63 ms
[2020-12-11 12:12:14 main:581] : INFO : Epoch 610 | loss: 0.000345425 | val_loss: 0.000425098 | Time: 1631.49 ms
[2020-12-11 12:12:15 main:581] : INFO : Epoch 611 | loss: 0.000354723 | val_loss: 0.000347615 | Time: 1629.03 ms
[2020-12-11 12:12:17 main:581] : INFO : Epoch 612 | loss: 0.000326315 | val_loss: 0.000336646 | Time: 1620.46 ms
[2020-12-11 12:12:19 main:581] : INFO : Epoch 613 | loss: 0.000320626 | val_loss: 0.000334236 | Time: 1628.69 ms
[2020-12-11 12:12:20 main:581] : INFO : Epoch 614 | loss: 0.000320743 | val_loss: 0.000337623 | Time: 1628.83 ms
[2020-12-11 12:12:22 main:581] : INFO : Epoch 615 | loss: 0.000328803 | val_loss: 0.000347484 | Time: 1627.61 ms
[2020-12-11 12:12:23 main:581] : INFO : Epoch 616 | loss: 0.0003307 | val_loss: 0.000342685 | Time: 1611.52 ms
[2020-12-11 12:12:25 main:581] : INFO : Epoch 617 | loss: 0.000329828 | val_loss: 0.000346624 | Time: 1679.05 ms
[2020-12-11 12:12:27 main:581] : INFO : Epoch 618 | loss: 0.000333158 | val_loss: 0.000339308 | Time: 1706.58 ms
[2020-12-11 12:12:28 main:581] : INFO : Epoch 619 | loss: 0.00032337 | val_loss: 0.000335858 | Time: 1702.53 ms
[2020-12-11 12:12:30 main:581] : INFO : Epoch 620 | loss: 0.000324254 | val_loss: 0.000340652 | Time: 1707.56 ms
[2020-12-11 12:12:32 main:581] : INFO : Epoch 621 | loss: 0.000336538 | val_loss: 0.000347905 | Time: 1717.6 ms
[2020-12-11 12:12:34 main:581] : INFO : Epoch 622 | loss: 0.000333394 | val_loss: 0.000350166 | Time: 1704.11 ms
[2020-12-11 12:12:35 main:581] : INFO : Epoch 623 | loss: 0.00032994 | val_loss: 0.000341241 | Time: 1718.45 ms
[2020-12-11 12:12:37 main:581] : INFO : Epoch 624 | loss: 0.000325081 | val_loss: 0.000337719 | Time: 1715.36 ms
[2020-12-11 12:12:39 main:581] : INFO : Epoch 625 | loss: 0.000322434 | val_loss: 0.000338671 | Time: 1689.15 ms
[2020-12-11 12:12:40 main:581] : INFO : Epoch 626 | loss: 0.000326597 | val_loss: 0.000355249 | Time: 1707.17 ms
[2020-12-11 12:12:42 main:581] : INFO : Epoch 627 | loss: 0.000360224 | val_loss: 0.000359774 | Time: 1711.33 ms
[2020-12-11 12:12:44 main:581] : INFO : Epoch 628 | loss: 0.000334451 | val_loss: 0.000342454 | Time: 1704.38 ms
[2020-12-11 12:12:46 main:581] : INFO : Epoch 629 | loss: 0.000324581 | val_loss: 0.000339042 | Time: 1700.42 ms
[2020-12-11 12:12:47 main:581] : INFO : Epoch 630 | loss: 0.000323037 | val_loss: 0.000336065 | Time: 1719.97 ms
[2020-12-11 12:12:49 main:581] : INFO : Epoch 631 | loss: 0.000325416 | val_loss: 0.000343591 | Time: 1672.9 ms
[2020-12-11 12:12:51 main:581] : INFO : Epoch 632 | loss: 0.000329684 | val_loss: 0.000347681 | Time: 1659.73 ms
[2020-12-11 12:12:52 main:581] : INFO : Epoch 633 | loss: 0.000330259 | val_loss: 0.000340299 | Time: 1708.62 ms
[2020-12-11 12:12:54 main:581] : INFO : Epoch 634 | loss: 0.000324085 | val_loss: 0.000342297 | Time: 1709.81 ms
[2020-12-11 12:12:56 main:581] : INFO : Epoch 635 | loss: 0.00033166 | val_loss: 0.000348405 | Time: 1720.17 ms
[2020-12-11 12:12:57 main:581] : INFO : Epoch 636 | loss: 0.000329725 | val_loss: 0.00033799 | Time: 1707.44 ms
[2020-12-11 12:12:59 main:581] : INFO : Epoch 637 | loss: 0.000331906 | val_loss: 0.000346405 | Time: 1705.55 ms
[2020-12-11 12:13:01 main:581] : INFO : Epoch 638 | loss: 0.000331303 | val_loss: 0.000340864 | Time: 1636.76 ms
[2020-12-11 12:13:02 main:581] : INFO : Epoch 639 | loss: 0.000328773 | val_loss: 0.000349832 | Time: 1644.48 ms
[2020-12-11 12:13:04 main:581] : INFO : Epoch 640 | loss: 0.000332963 | val_loss: 0.00035259 | Time: 1657.99 ms
[2020-12-11 12:13:06 main:581] : INFO : Epoch 641 | loss: 0.000329987 | val_loss: 0.000339072 | Time: 1655.41 ms
[2020-12-11 12:13:07 main:581] : INFO : Epoch 642 | loss: 0.000324052 | val_loss: 0.000344453 | Time: 1677.21 ms
[2020-12-11 12:13:09 main:581] : INFO : Epoch 643 | loss: 0.000333439 | val_loss: 0.000346933 | Time: 1649.02 ms
[2020-12-11 12:13:11 main:581] : INFO : Epoch 644 | loss: 0.000329448 | val_loss: 0.000341998 | Time: 1640.29 ms
[2020-12-11 12:13:12 main:581] : INFO : Epoch 645 | loss: 0.000326581 | val_loss: 0.000340058 | Time: 1643.48 ms
[2020-12-11 12:13:14 main:581] : INFO : Epoch 646 | loss: 0.000328258 | val_loss: 0.000349185 | Time: 1627.51 ms
[2020-12-11 12:13:16 main:581] : INFO : Epoch 647 | loss: 0.000333822 | val_loss: 0.000342708 | Time: 1620.64 ms
[2020-12-11 12:13:17 main:581] : INFO : Epoch 648 | loss: 0.000327862 | val_loss: 0.000345755 | Time: 1622.54 ms
[2020-12-11 12:13:19 main:581] : INFO : Epoch 649 | loss: 0.000327682 | val_loss: 0.000345715 | Time: 1637 ms
[2020-12-11 12:13:20 main:581] : INFO : Epoch 650 | loss: 0.000339755 | val_loss: 0.000356747 | Time: 1630.94 ms
[2020-12-11 12:13:22 main:581] : INFO : Epoch 651 | loss: 0.0003389 | val_loss: 0.00034791 | Time: 1647.91 ms
[2020-12-11 12:13:24 main:581] : INFO : Epoch 652 | loss: 0.000327005 | val_loss: 0.000340884 | Time: 1623.11 ms
[2020-12-11 12:13:25 main:581] : INFO : Epoch 653 | loss: 0.000324792 | val_loss: 0.000341359 | Time: 1636.28 ms
[2020-12-11 12:13:27 main:581] : INFO : Epoch 654 | loss: 0.000327981 | val_loss: 0.000343677 | Time: 1625.77 ms
[2020-12-11 12:13:29 main:581] : INFO : Epoch 655 | loss: 0.000325864 | val_loss: 0.000338158 | Time: 1629.72 ms
[2020-12-11 12:13:30 main:581] : INFO : Epoch 656 | loss: 0.0003296 | val_loss: 0.000349325 | Time: 1618.08 ms
[2020-12-11 12:13:32 main:581] : INFO : Epoch 657 | loss: 0.00033114 | val_loss: 0.000344984 | Time: 1644.39 ms
[2020-12-11 12:13:34 main:581] : INFO : Epoch 658 | loss: 0.000327187 | val_loss: 0.000350098 | Time: 1639.56 ms
[2020-12-11 12:13:35 main:581] : INFO : Epoch 659 | loss: 0.000330181 | val_loss: 0.000342363 | Time: 1631.51 ms
[2020-12-11 12:13:37 main:581] : INFO : Epoch 660 | loss: 0.000325699 | val_loss: 0.000338597 | Time: 1614.59 ms
[2020-12-11 12:13:38 main:581] : INFO : Epoch 661 | loss: 0.000323785 | val_loss: 0.000340145 | Time: 1630.29 ms
[2020-12-11 12:13:40 main:581] : INFO : Epoch 662 | loss: 0.000328462 | val_loss: 0.00037148 | Time: 1622.21 ms
[2020-12-11 12:13:42 main:581] : INFO : Epoch 663 | loss: 0.000348885 | val_loss: 0.000351867 | Time: 1641.23 ms
[2020-12-11 12:13:43 main:581] : INFO : Epoch 664 | loss: 0.000344422 | val_loss: 0.000356899 | Time: 1617.44 ms
[2020-12-11 12:13:45 main:581] : INFO : Epoch 665 | loss: 0.00033289 | val_loss: 0.000341733 | Time: 1630.69 ms
[2020-12-11 12:13:47 main:581] : INFO : Epoch 666 | loss: 0.00032368 | val_loss: 0.000338583 | Time: 1629.31 ms
[2020-12-11 12:13:48 main:581] : INFO : Epoch 667 | loss: 0.000323165 | val_loss: 0.000339333 | Time: 1621.08 ms
[2020-12-11 12:13:50 main:581] : INFO : Epoch 668 | loss: 0.000321552 | val_loss: 0.000334977 | Time: 1632.04 ms
[2020-12-11 12:13:51 main:581] : INFO : Epoch 669 | loss: 0.000323403 | val_loss: 0.000343801 | Time: 1631.47 ms
[2020-12-11 12:13:53 main:581] : INFO : Epoch 670 | loss: 0.000341987 | val_loss: 0.000360625 | Time: 1615.15 ms
[2020-12-11 12:13:55 main:581] : INFO : Epoch 671 | loss: 0.000336651 | val_loss: 0.000350287 | Time: 1618.9 ms
[2020-12-11 12:13:56 main:581] : INFO : Epoch 672 | loss: 0.000330251 | val_loss: 0.000345598 | Time: 1628.04 ms
[2020-12-11 12:13:58 main:581] : INFO : Epoch 673 | loss: 0.000325656 | val_loss: 0.000336177 | Time: 1617.28 ms
[2020-12-11 12:14:00 main:581] : INFO : Epoch 674 | loss: 0.000322478 | val_loss: 0.000340894 | Time: 1627.86 ms
[2020-12-11 12:14:01 main:581] : INFO : Epoch 675 | loss: 0.000324047 | val_loss: 0.000340956 | Time: 1625.45 ms
[2020-12-11 12:14:03 main:581] : INFO : Epoch 676 | loss: 0.0003272 | val_loss: 0.000346685 | Time: 1611.44 ms
[2020-12-11 12:14:04 main:581] : INFO : Epoch 677 | loss: 0.000355312 | val_loss: 0.00035827 | Time: 1652.58 ms
[2020-12-11 12:14:06 main:581] : INFO : Epoch 678 | loss: 0.000338564 | val_loss: 0.000343085 | Time: 1670.65 ms
[2020-12-11 12:14:08 main:581] : INFO : Epoch 679 | loss: 0.000324237 | val_loss: 0.000339166 | Time: 1665.15 ms
[2020-12-11 12:14:09 main:581] : INFO : Epoch 680 | loss: 0.000323245 | val_loss: 0.000339132 | Time: 1672.41 ms
[2020-12-11 12:14:11 main:581] : INFO : Epoch 681 | loss: 0.000321693 | val_loss: 0.000336305 | Time: 1634.13 ms
[2020-12-11 12:14:13 main:581] : INFO : Epoch 682 | loss: 0.000321744 | val_loss: 0.000336808 | Time: 1635.01 ms
[2020-12-11 12:14:14 main:581] : INFO : Epoch 683 | loss: 0.000333875 | val_loss: 0.000375698 | Time: 1616.79 ms
[2020-12-11 12:14:16 main:581] : INFO : Epoch 684 | loss: 0.000347651 | val_loss: 0.000348979 | Time: 1611.88 ms
[2020-12-11 12:14:18 main:581] : INFO : Epoch 685 | loss: 0.000332862 | val_loss: 0.00034093 | Time: 1624.31 ms
[2020-12-11 12:14:19 main:581] : INFO : Epoch 686 | loss: 0.000323234 | val_loss: 0.000336267 | Time: 1618.54 ms
[2020-12-11 12:14:21 main:581] : INFO : Epoch 687 | loss: 0.000320668 | val_loss: 0.000337151 | Time: 1615.03 ms
[2020-12-11 12:14:22 main:581] : INFO : Epoch 688 | loss: 0.000326348 | val_loss: 0.000350645 | Time: 1616.46 ms
[2020-12-11 12:14:24 main:581] : INFO : Epoch 689 | loss: 0.000331269 | val_loss: 0.000347791 | Time: 1630.01 ms
[2020-12-11 12:14:26 main:581] : INFO : Epoch 690 | loss: 0.000328495 | val_loss: 0.000342758 | Time: 1611.37 ms
[2020-12-11 12:14:27 main:581] : INFO : Epoch 691 | loss: 0.000326756 | val_loss: 0.000338691 | Time: 1617.95 ms
[2020-12-11 12:14:29 main:581] : INFO : Epoch 692 | loss: 0.000324451 | val_loss: 0.000342069 | Time: 1611.43 ms
[2020-12-11 12:14:31 main:581] : INFO : Epoch 693 | loss: 0.000327836 | val_loss: 0.000364448 | Time: 1619.88 ms
[2020-12-11 12:14:32 main:581] : INFO : Epoch 694 | loss: 0.000352254 | val_loss: 0.000345726 | Time: 1631.99 ms
[2020-12-11 12:14:34 main:581] : INFO : Epoch 695 | loss: 0.000329074 | val_loss: 0.000337987 | Time: 1645.12 ms
[2020-12-11 12:14:35 main:581] : INFO : Epoch 696 | loss: 0.000325212 | val_loss: 0.000336494 | Time: 1676.48 ms
[2020-12-11 12:14:37 main:581] : INFO : Epoch 697 | loss: 0.000324047 | val_loss: 0.000340624 | Time: 1649.25 ms
[2020-12-11 12:14:39 main:581] : INFO : Epoch 698 | loss: 0.000324166 | val_loss: 0.000337332 | Time: 1653.48 ms
[2020-12-11 12:14:40 main:581] : INFO : Epoch 699 | loss: 0.00032247 | val_loss: 0.000342363 | Time: 1652.5 ms
[2020-12-11 12:14:42 main:581] : INFO : Epoch 700 | loss: 0.000341654 | val_loss: 0.00035361 | Time: 1638.06 ms
[2020-12-11 12:14:44 main:581] : INFO : Epoch 701 | loss: 0.000330477 | val_loss: 0.000345398 | Time: 1635.31 ms
[2020-12-11 12:14:45 main:581] : INFO : Epoch 702 | loss: 0.000334732 | val_loss: 0.000342515 | Time: 1649.67 ms
[2020-12-11 12:14:47 main:581] : INFO : Epoch 703 | loss: 0.000325192 | val_loss: 0.000339669 | Time: 1656.42 ms
[2020-12-11 12:14:49 main:581] : INFO : Epoch 704 | loss: 0.000328362 | val_loss: 0.000358182 | Time: 1646.21 ms
[2020-12-11 12:14:50 main:581] : INFO : Epoch 705 | loss: 0.000331785 | val_loss: 0.000343479 | Time: 1620.86 ms
[2020-12-11 12:14:52 main:581] : INFO : Epoch 706 | loss: 0.000325321 | val_loss: 0.000338135 | Time: 1631.16 ms
[2020-12-11 12:14:54 main:581] : INFO : Epoch 707 | loss: 0.000324399 | val_loss: 0.000344759 | Time: 1621.18 ms
[2020-12-11 12:14:55 main:581] : INFO : Epoch 708 | loss: 0.000329631 | val_loss: 0.000339772 | Time: 1627.39 ms
[2020-12-11 12:14:57 main:581] : INFO : Epoch 709 | loss: 0.000326697 | val_loss: 0.000348104 | Time: 1649.15 ms
[2020-12-11 12:14:58 main:581] : INFO : Epoch 710 | loss: 0.000338756 | val_loss: 0.000344569 | Time: 1611.37 ms
[2020-12-11 12:15:00 main:581] : INFO : Epoch 711 | loss: 0.000326579 | val_loss: 0.000340768 | Time: 1635.78 ms
[2020-12-11 12:15:02 main:581] : INFO : Epoch 712 | loss: 0.000326264 | val_loss: 0.000345241 | Time: 1620.94 ms
[2020-12-11 12:15:03 main:581] : INFO : Epoch 713 | loss: 0.0003382 | val_loss: 0.000342167 | Time: 1635.46 ms
[2020-12-11 12:15:05 main:581] : INFO : Epoch 714 | loss: 0.000327612 | val_loss: 0.000344219 | Time: 1633.96 ms
[2020-12-11 12:15:07 main:581] : INFO : Epoch 715 | loss: 0.00032821 | val_loss: 0.000341226 | Time: 1628.32 ms
[2020-12-11 12:15:08 main:581] : INFO : Epoch 716 | loss: 0.000325687 | val_loss: 0.000340754 | Time: 1630.03 ms
[2020-12-11 12:15:10 main:581] : INFO : Epoch 717 | loss: 0.000327849 | val_loss: 0.00034291 | Time: 1619.55 ms
[2020-12-11 12:15:11 main:581] : INFO : Epoch 718 | loss: 0.000328044 | val_loss: 0.00034299 | Time: 1614.08 ms
[2020-12-11 12:15:13 main:581] : INFO : Epoch 719 | loss: 0.000339045 | val_loss: 0.00037094 | Time: 1608.85 ms
[2020-12-11 12:15:15 main:581] : INFO : Epoch 720 | loss: 0.00160873 | val_loss: 0.00553535 | Time: 1605.59 ms
[2020-12-11 12:15:16 main:581] : INFO : Epoch 721 | loss: 0.00635119 | val_loss: 0.00392592 | Time: 1614.38 ms
[2020-12-11 12:15:18 main:581] : INFO : Epoch 722 | loss: 0.00387446 | val_loss: 0.00257059 | Time: 1620.25 ms
[2020-12-11 12:15:20 main:581] : INFO : Epoch 723 | loss: 0.00114871 | val_loss: 0.000603249 | Time: 1619.92 ms
[2020-12-11 12:15:21 main:581] : INFO : Epoch 724 | loss: 0.0004627 | val_loss: 0.000398958 | Time: 1626.16 ms
[2020-12-11 12:15:23 main:581] : INFO : Epoch 725 | loss: 0.000362438 | val_loss: 0.000360376 | Time: 1621.32 ms
[2020-12-11 12:15:24 main:581] : INFO : Epoch 726 | loss: 0.000340003 | val_loss: 0.000351133 | Time: 1617.42 ms
[2020-12-11 12:15:26 main:581] : INFO : Epoch 727 | loss: 0.000334124 | val_loss: 0.000347665 | Time: 1620.88 ms
[2020-12-11 12:15:28 main:581] : INFO : Epoch 728 | loss: 0.000331607 | val_loss: 0.000345892 | Time: 1616.7 ms
[2020-12-11 12:15:29 main:581] : INFO : Epoch 729 | loss: 0.000330157 | val_loss: 0.000344847 | Time: 1612.34 ms
[2020-12-11 12:15:31 main:581] : INFO : Epoch 730 | loss: 0.000328925 | val_loss: 0.000343693 | Time: 1616.79 ms
[2020-12-11 12:15:33 main:581] : INFO : Epoch 731 | loss: 0.000328037 | val_loss: 0.000342852 | Time: 1639.66 ms
[2020-12-11 12:15:34 main:581] : INFO : Epoch 732 | loss: 0.000327163 | val_loss: 0.000342048 | Time: 1620.02 ms
[2020-12-11 12:15:36 main:581] : INFO : Epoch 733 | loss: 0.000326463 | val_loss: 0.000341562 | Time: 1615 ms
[2020-12-11 12:15:37 main:581] : INFO : Epoch 734 | loss: 0.000325892 | val_loss: 0.000340958 | Time: 1626.05 ms
[2020-12-11 12:15:39 main:581] : INFO : Epoch 735 | loss: 0.000325543 | val_loss: 0.00034068 | Time: 1654.54 ms
[2020-12-11 12:15:41 main:581] : INFO : Epoch 736 | loss: 0.000325212 | val_loss: 0.000340478 | Time: 1638.39 ms
[2020-12-11 12:15:42 main:581] : INFO : Epoch 737 | loss: 0.00032498 | val_loss: 0.00034008 | Time: 1628.14 ms
[2020-12-11 12:15:44 main:581] : INFO : Epoch 738 | loss: 0.000324607 | val_loss: 0.000339802 | Time: 1627.91 ms
[2020-12-11 12:15:46 main:581] : INFO : Epoch 739 | loss: 0.000324282 | val_loss: 0.00033951 | Time: 1632.51 ms
[2020-12-11 12:15:47 main:581] : INFO : Epoch 740 | loss: 0.000323977 | val_loss: 0.000339166 | Time: 1635.23 ms
[2020-12-11 12:15:49 main:581] : INFO : Epoch 741 | loss: 0.000323742 | val_loss: 0.000338884 | Time: 1643.63 ms
[2020-12-11 12:15:50 main:581] : INFO : Epoch 742 | loss: 0.000323487 | val_loss: 0.000338852 | Time: 1645.54 ms
[2020-12-11 12:15:52 main:581] : INFO : Epoch 743 | loss: 0.000323429 | val_loss: 0.000338505 | Time: 1628.33 ms
[2020-12-11 12:15:54 main:581] : INFO : Epoch 744 | loss: 0.000323164 | val_loss: 0.000338459 | Time: 1626.97 ms
[2020-12-11 12:15:55 main:581] : INFO : Epoch 745 | loss: 0.000322975 | val_loss: 0.000338327 | Time: 1649.57 ms
[2020-12-11 12:15:57 main:581] : INFO : Epoch 746 | loss: 0.000322811 | val_loss: 0.000338083 | Time: 1631.99 ms
[2020-12-11 12:15:59 main:581] : INFO : Epoch 747 | loss: 0.000322638 | val_loss: 0.000337883 | Time: 1626.42 ms
[2020-12-11 12:16:00 main:581] : INFO : Epoch 748 | loss: 0.000322501 | val_loss: 0.000338049 | Time: 1646.74 ms
[2020-12-11 12:16:02 main:581] : INFO : Epoch 749 | loss: 0.000322436 | val_loss: 0.000337575 | Time: 1631.57 ms
[2020-12-11 12:16:04 main:581] : INFO : Epoch 750 | loss: 0.000322134 | val_loss: 0.000337313 | Time: 1644.51 ms
[2020-12-11 12:16:05 main:581] : INFO : Epoch 751 | loss: 0.000322014 | val_loss: 0.0003372 | Time: 1642.97 ms
[2020-12-11 12:16:07 main:581] : INFO : Epoch 752 | loss: 0.000321862 | val_loss: 0.000337197 | Time: 1635.08 ms
[2020-12-11 12:16:08 main:581] : INFO : Epoch 753 | loss: 0.00032182 | val_loss: 0.000337366 | Time: 1610.53 ms
[2020-12-11 12:16:10 main:581] : INFO : Epoch 754 | loss: 0.000321747 | val_loss: 0.000336918 | Time: 1609.04 ms
[2020-12-11 12:16:12 main:581] : INFO : Epoch 755 | loss: 0.000321584 | val_loss: 0.000336885 | Time: 1614.26 ms
[2020-12-11 12:16:13 main:581] : INFO : Epoch 756 | loss: 0.000321463 | val_loss: 0.000336832 | Time: 1605.88 ms
[2020-12-11 12:16:15 main:581] : INFO : Epoch 757 | loss: 0.000321372 | val_loss: 0.00033641 | Time: 1634.29 ms
[2020-12-11 12:16:17 main:581] : INFO : Epoch 758 | loss: 0.000321164 | val_loss: 0.000336146 | Time: 1620.45 ms
[2020-12-11 12:16:18 main:581] : INFO : Epoch 759 | loss: 0.000321215 | val_loss: 0.000336322 | Time: 1620.24 ms
[2020-12-11 12:16:20 main:581] : INFO : Epoch 760 | loss: 0.000321096 | val_loss: 0.00033628 | Time: 1622.69 ms
[2020-12-11 12:16:21 main:581] : INFO : Epoch 761 | loss: 0.000320896 | val_loss: 0.000335798 | Time: 1612.45 ms
[2020-12-11 12:16:23 main:581] : INFO : Epoch 762 | loss: 0.000320772 | val_loss: 0.000335829 | Time: 1625.89 ms
[2020-12-11 12:16:25 main:581] : INFO : Epoch 763 | loss: 0.000320712 | val_loss: 0.000335746 | Time: 1620.91 ms
[2020-12-11 12:16:26 main:581] : INFO : Epoch 764 | loss: 0.000320644 | val_loss: 0.000335729 | Time: 1617.26 ms
[2020-12-11 12:16:28 main:581] : INFO : Epoch 765 | loss: 0.00032042 | val_loss: 0.000335436 | Time: 1616.89 ms
[2020-12-11 12:16:29 main:581] : INFO : Epoch 766 | loss: 0.000320276 | val_loss: 0.000335304 | Time: 1597.94 ms
[2020-12-11 12:16:31 main:581] : INFO : Epoch 767 | loss: 0.000320267 | val_loss: 0.00033546 | Time: 1625.08 ms
[2020-12-11 12:16:33 main:581] : INFO : Epoch 768 | loss: 0.000320372 | val_loss: 0.000335283 | Time: 1631.96 ms
[2020-12-11 12:16:34 main:581] : INFO : Epoch 769 | loss: 0.000320218 | val_loss: 0.00033546 | Time: 1620.86 ms
[2020-12-11 12:16:36 main:581] : INFO : Epoch 770 | loss: 0.000320318 | val_loss: 0.000335607 | Time: 1639.04 ms
[2020-12-11 12:16:38 main:581] : INFO : Epoch 771 | loss: 0.000320086 | val_loss: 0.00033513 | Time: 1638.44 ms
[2020-12-11 12:16:39 main:581] : INFO : Epoch 772 | loss: 0.000320116 | val_loss: 0.00033482 | Time: 1620.19 ms
[2020-12-11 12:16:41 main:581] : INFO : Epoch 773 | loss: 0.000319904 | val_loss: 0.00033517 | Time: 1614.75 ms
[2020-12-11 12:16:42 main:581] : INFO : Epoch 774 | loss: 0.000320218 | val_loss: 0.000334578 | Time: 1609.81 ms
[2020-12-11 12:16:44 main:581] : INFO : Epoch 775 | loss: 0.000319712 | val_loss: 0.000334738 | Time: 1613 ms
[2020-12-11 12:16:46 main:581] : INFO : Epoch 776 | loss: 0.000320044 | val_loss: 0.00033437 | Time: 1620.65 ms
[2020-12-11 12:16:47 main:581] : INFO : Epoch 777 | loss: 0.000319531 | val_loss: 0.000334871 | Time: 1619.12 ms
[2020-12-11 12:16:49 main:581] : INFO : Epoch 778 | loss: 0.000320254 | val_loss: 0.000338035 | Time: 1614.7 ms
[2020-12-11 12:16:51 main:581] : INFO : Epoch 779 | loss: 0.000339524 | val_loss: 0.000357402 | Time: 1605.35 ms
[2020-12-11 12:16:52 main:581] : INFO : Epoch 780 | loss: 0.000326121 | val_loss: 0.000334571 | Time: 1623.8 ms
[2020-12-11 12:16:54 main:581] : INFO : Epoch 781 | loss: 0.000321054 | val_loss: 0.000335212 | Time: 1616.72 ms
[2020-12-11 12:16:55 main:581] : INFO : Epoch 782 | loss: 0.00031948 | val_loss: 0.000334134 | Time: 1612.13 ms
[2020-12-11 12:16:57 main:581] : INFO : Epoch 783 | loss: 0.000319082 | val_loss: 0.000334329 | Time: 1617 ms
[2020-12-11 12:16:59 main:581] : INFO : Epoch 784 | loss: 0.000319556 | val_loss: 0.000334023 | Time: 1613.07 ms
[2020-12-11 12:17:00 main:581] : INFO : Epoch 785 | loss: 0.000319106 | val_loss: 0.000333754 | Time: 1635.47 ms
[2020-12-11 12:17:02 main:581] : INFO : Epoch 786 | loss: 0.000319155 | val_loss: 0.000334039 | Time: 1624.99 ms
[2020-12-11 12:17:04 main:581] : INFO : Epoch 787 | loss: 0.000319084 | val_loss: 0.000333575 | Time: 1610.39 ms
[2020-12-11 12:17:05 main:581] : INFO : Epoch 788 | loss: 0.000319013 | val_loss: 0.000334034 | Time: 1637.28 ms
[2020-12-11 12:17:07 main:581] : INFO : Epoch 789 | loss: 0.000318913 | val_loss: 0.00033413 | Time: 1627.22 ms
[2020-12-11 12:17:08 main:581] : INFO : Epoch 790 | loss: 0.000319274 | val_loss: 0.000333764 | Time: 1630.27 ms
[2020-12-11 12:17:10 main:581] : INFO : Epoch 791 | loss: 0.000319235 | val_loss: 0.000334158 | Time: 1631.15 ms
[2020-12-11 12:17:12 main:581] : INFO : Epoch 792 | loss: 0.000325423 | val_loss: 0.000342549 | Time: 1614.86 ms
[2020-12-11 12:17:13 main:581] : INFO : Epoch 793 | loss: 0.000323141 | val_loss: 0.00033932 | Time: 1620.35 ms
[2020-12-11 12:17:15 main:581] : INFO : Epoch 794 | loss: 0.000321104 | val_loss: 0.000333947 | Time: 1609 ms
[2020-12-11 12:17:17 main:581] : INFO : Epoch 795 | loss: 0.000320093 | val_loss: 0.000334985 | Time: 1636.2 ms
[2020-12-11 12:17:18 main:581] : INFO : Epoch 796 | loss: 0.000320396 | val_loss: 0.000334467 | Time: 1635 ms
[2020-12-11 12:17:20 main:581] : INFO : Epoch 797 | loss: 0.000321962 | val_loss: 0.000333725 | Time: 1632.99 ms
[2020-12-11 12:17:21 main:581] : INFO : Epoch 798 | loss: 0.000321129 | val_loss: 0.00033346 | Time: 1649.89 ms
[2020-12-11 12:17:23 main:581] : INFO : Epoch 799 | loss: 0.000319739 | val_loss: 0.000334399 | Time: 1637.94 ms
[2020-12-11 12:17:25 main:581] : INFO : Epoch 800 | loss: 0.000320608 | val_loss: 0.000336969 | Time: 1649.02 ms
[2020-12-11 12:17:26 main:581] : INFO : Epoch 801 | loss: 0.00032052 | val_loss: 0.000334125 | Time: 1632.66 ms
[2020-12-11 12:17:28 main:581] : INFO : Epoch 802 | loss: 0.000323333 | val_loss: 0.000335814 | Time: 1631.25 ms
[2020-12-11 12:17:30 main:581] : INFO : Epoch 803 | loss: 0.000319436 | val_loss: 0.000334036 | Time: 1635.01 ms
[2020-12-11 12:17:31 main:581] : INFO : Epoch 804 | loss: 0.000321175 | val_loss: 0.00033925 | Time: 1631.51 ms
[2020-12-11 12:17:33 main:581] : INFO : Epoch 805 | loss: 0.000321724 | val_loss: 0.000333784 | Time: 1625.55 ms
[2020-12-11 12:17:34 main:581] : INFO : Epoch 806 | loss: 0.000318707 | val_loss: 0.000334389 | Time: 1618.09 ms
[2020-12-11 12:17:36 main:581] : INFO : Epoch 807 | loss: 0.00032161 | val_loss: 0.000335603 | Time: 1621.51 ms
[2020-12-11 12:17:38 main:581] : INFO : Epoch 808 | loss: 0.000320773 | val_loss: 0.000335508 | Time: 1630.95 ms
[2020-12-11 12:17:39 main:581] : INFO : Epoch 809 | loss: 0.000322183 | val_loss: 0.000334811 | Time: 1617.88 ms
[2020-12-11 12:17:41 main:581] : INFO : Epoch 810 | loss: 0.000329681 | val_loss: 0.000372521 | Time: 1609.24 ms
[2020-12-11 12:17:43 main:581] : INFO : Epoch 811 | loss: 0.000329848 | val_loss: 0.000337504 | Time: 1619.84 ms
[2020-12-11 12:17:44 main:581] : INFO : Epoch 812 | loss: 0.000321265 | val_loss: 0.000333795 | Time: 1616.3 ms
[2020-12-11 12:17:46 main:581] : INFO : Epoch 813 | loss: 0.000319212 | val_loss: 0.000333776 | Time: 1640.42 ms
[2020-12-11 12:17:47 main:581] : INFO : Epoch 814 | loss: 0.000319622 | val_loss: 0.000333819 | Time: 1637.61 ms
[2020-12-11 12:17:49 main:581] : INFO : Epoch 815 | loss: 0.000320646 | val_loss: 0.00033829 | Time: 1630.85 ms
[2020-12-11 12:17:51 main:581] : INFO : Epoch 816 | loss: 0.000332282 | val_loss: 0.000339824 | Time: 1651.22 ms
[2020-12-11 12:17:52 main:581] : INFO : Epoch 817 | loss: 0.000322888 | val_loss: 0.00033522 | Time: 1650.82 ms
[2020-12-11 12:17:54 main:581] : INFO : Epoch 818 | loss: 0.000321275 | val_loss: 0.000336848 | Time: 1634.09 ms
[2020-12-11 12:17:56 main:581] : INFO : Epoch 819 | loss: 0.000321323 | val_loss: 0.000334344 | Time: 1648.77 ms
[2020-12-11 12:17:57 main:581] : INFO : Epoch 820 | loss: 0.000320021 | val_loss: 0.000333994 | Time: 1647.83 ms
[2020-12-11 12:17:59 main:581] : INFO : Epoch 821 | loss: 0.000324417 | val_loss: 0.00034705 | Time: 1636.1 ms
[2020-12-11 12:18:01 main:581] : INFO : Epoch 822 | loss: 0.000326216 | val_loss: 0.000341102 | Time: 1646.43 ms
[2020-12-11 12:18:02 main:581] : INFO : Epoch 823 | loss: 0.000323934 | val_loss: 0.000350312 | Time: 1662.22 ms
[2020-12-11 12:18:04 main:581] : INFO : Epoch 824 | loss: 0.000337955 | val_loss: 0.000341334 | Time: 1629.54 ms
[2020-12-11 12:18:06 main:581] : INFO : Epoch 825 | loss: 0.000322077 | val_loss: 0.000333891 | Time: 1637.38 ms
[2020-12-11 12:18:07 main:581] : INFO : Epoch 826 | loss: 0.000319452 | val_loss: 0.000334224 | Time: 1643.7 ms
[2020-12-11 12:18:09 main:581] : INFO : Epoch 827 | loss: 0.000319309 | val_loss: 0.00033413 | Time: 1661.71 ms
[2020-12-11 12:18:11 main:581] : INFO : Epoch 828 | loss: 0.000320144 | val_loss: 0.000339536 | Time: 1640.5 ms
[2020-12-11 12:18:12 main:581] : INFO : Epoch 829 | loss: 0.000331436 | val_loss: 0.000337894 | Time: 1635.69 ms
[2020-12-11 12:18:14 main:581] : INFO : Epoch 830 | loss: 0.00032137 | val_loss: 0.000333478 | Time: 1633.33 ms
[2020-12-11 12:18:15 main:581] : INFO : Epoch 831 | loss: 0.000319311 | val_loss: 0.000333998 | Time: 1630.38 ms
[2020-12-11 12:18:17 main:581] : INFO : Epoch 832 | loss: 0.000325426 | val_loss: 0.000362443 | Time: 1668.63 ms
[2020-12-11 12:18:19 main:581] : INFO : Epoch 833 | loss: 0.000336649 | val_loss: 0.000336823 | Time: 1656.05 ms
[2020-12-11 12:18:20 main:581] : INFO : Epoch 834 | loss: 0.000322236 | val_loss: 0.000334169 | Time: 1657.69 ms
[2020-12-11 12:18:22 main:581] : INFO : Epoch 835 | loss: 0.00031963 | val_loss: 0.000334412 | Time: 1666.96 ms
[2020-12-11 12:18:24 main:581] : INFO : Epoch 836 | loss: 0.000320503 | val_loss: 0.000338296 | Time: 1644.7 ms
[2020-12-11 12:18:25 main:581] : INFO : Epoch 837 | loss: 0.000321854 | val_loss: 0.000335369 | Time: 1649.85 ms
[2020-12-11 12:18:27 main:581] : INFO : Epoch 838 | loss: 0.000323818 | val_loss: 0.000350382 | Time: 1666.02 ms
[2020-12-11 12:18:29 main:581] : INFO : Epoch 839 | loss: 0.000330187 | val_loss: 0.00033876 | Time: 1662.37 ms
[2020-12-11 12:18:30 main:581] : INFO : Epoch 840 | loss: 0.000325418 | val_loss: 0.00033654 | Time: 1641.67 ms
[2020-12-11 12:18:32 main:581] : INFO : Epoch 841 | loss: 0.000324097 | val_loss: 0.000345145 | Time: 1656.79 ms
[2020-12-11 12:18:34 main:581] : INFO : Epoch 842 | loss: 0.000324148 | val_loss: 0.000337546 | Time: 1644.85 ms
[2020-12-11 12:18:35 main:581] : INFO : Epoch 843 | loss: 0.000320495 | val_loss: 0.000332821 | Time: 1693.19 ms
[2020-12-11 12:18:37 main:581] : INFO : Epoch 844 | loss: 0.000320164 | val_loss: 0.000347015 | Time: 1641.15 ms
[2020-12-11 12:18:39 main:581] : INFO : Epoch 845 | loss: 0.000348541 | val_loss: 0.00034587 | Time: 1636.83 ms
[2020-12-11 12:18:40 main:581] : INFO : Epoch 846 | loss: 0.000325104 | val_loss: 0.00033563 | Time: 1674.69 ms
[2020-12-11 12:18:42 main:581] : INFO : Epoch 847 | loss: 0.000320379 | val_loss: 0.000333558 | Time: 1675.32 ms
[2020-12-11 12:18:44 main:581] : INFO : Epoch 848 | loss: 0.000323554 | val_loss: 0.000350415 | Time: 1642.34 ms
[2020-12-11 12:18:45 main:581] : INFO : Epoch 849 | loss: 0.000330037 | val_loss: 0.000337132 | Time: 1611.3 ms
[2020-12-11 12:18:47 main:581] : INFO : Epoch 850 | loss: 0.000322714 | val_loss: 0.000338648 | Time: 1618.35 ms
[2020-12-11 12:18:48 main:581] : INFO : Epoch 851 | loss: 0.000320056 | val_loss: 0.000334335 | Time: 1612.96 ms
[2020-12-11 12:18:50 main:581] : INFO : Epoch 852 | loss: 0.000319078 | val_loss: 0.000333748 | Time: 1616.86 ms
[2020-12-11 12:18:52 main:581] : INFO : Epoch 853 | loss: 0.000326402 | val_loss: 0.000343697 | Time: 1620.13 ms
[2020-12-11 12:18:53 main:581] : INFO : Epoch 854 | loss: 0.000328332 | val_loss: 0.000354703 | Time: 1606.72 ms
[2020-12-11 12:18:55 main:581] : INFO : Epoch 855 | loss: 0.000337961 | val_loss: 0.000342562 | Time: 1611.77 ms
[2020-12-11 12:18:57 main:581] : INFO : Epoch 856 | loss: 0.000323791 | val_loss: 0.000338112 | Time: 1616.86 ms
[2020-12-11 12:18:58 main:581] : INFO : Epoch 857 | loss: 0.000324268 | val_loss: 0.000342785 | Time: 1614.15 ms
[2020-12-11 12:19:00 main:581] : INFO : Epoch 858 | loss: 0.000323571 | val_loss: 0.000336509 | Time: 1603.5 ms
[2020-12-11 12:19:01 main:581] : INFO : Epoch 859 | loss: 0.000320501 | val_loss: 0.000336052 | Time: 1626.93 ms
[2020-12-11 12:19:03 main:581] : INFO : Epoch 860 | loss: 0.000322049 | val_loss: 0.000336714 | Time: 1616.03 ms
[2020-12-11 12:19:05 main:581] : INFO : Epoch 861 | loss: 0.000326182 | val_loss: 0.000346008 | Time: 1611.09 ms
[2020-12-11 12:19:06 main:581] : INFO : Epoch 862 | loss: 0.000328205 | val_loss: 0.000338943 | Time: 1607.32 ms
[2020-12-11 12:19:08 main:581] : INFO : Epoch 863 | loss: 0.000323268 | val_loss: 0.000336368 | Time: 1614.42 ms
[2020-12-11 12:19:09 main:581] : INFO : Epoch 864 | loss: 0.000321652 | val_loss: 0.000337106 | Time: 1626.71 ms
[2020-12-11 12:19:11 main:581] : INFO : Epoch 865 | loss: 0.000335193 | val_loss: 0.000362789 | Time: 1620.82 ms
[2020-12-11 12:19:13 main:581] : INFO : Epoch 866 | loss: 0.000333075 | val_loss: 0.000350252 | Time: 1618.41 ms
[2020-12-11 12:19:14 main:581] : INFO : Epoch 867 | loss: 0.000326774 | val_loss: 0.000337435 | Time: 1625.07 ms
[2020-12-11 12:19:16 main:581] : INFO : Epoch 868 | loss: 0.000320999 | val_loss: 0.000334759 | Time: 1601.64 ms
[2020-12-11 12:19:18 main:581] : INFO : Epoch 869 | loss: 0.000321561 | val_loss: 0.000337787 | Time: 1632.1 ms
[2020-12-11 12:19:19 main:581] : INFO : Epoch 870 | loss: 0.000321666 | val_loss: 0.000337327 | Time: 1600.91 ms
[2020-12-11 12:19:21 main:581] : INFO : Epoch 871 | loss: 0.000325373 | val_loss: 0.000351091 | Time: 1633.06 ms
[2020-12-11 12:19:22 main:581] : INFO : Epoch 872 | loss: 0.000329603 | val_loss: 0.000343154 | Time: 1627.02 ms
[2020-12-11 12:19:24 main:581] : INFO : Epoch 873 | loss: 0.000336295 | val_loss: 0.000375688 | Time: 1616.2 ms
[2020-12-11 12:19:26 main:581] : INFO : Epoch 874 | loss: 0.000338972 | val_loss: 0.000337002 | Time: 1630.4 ms
[2020-12-11 12:19:27 main:581] : INFO : Epoch 875 | loss: 0.000323298 | val_loss: 0.000338234 | Time: 1609.13 ms
[2020-12-11 12:19:29 main:581] : INFO : Epoch 876 | loss: 0.000327268 | val_loss: 0.000336043 | Time: 1616.97 ms
[2020-12-11 12:19:30 main:581] : INFO : Epoch 877 | loss: 0.000322127 | val_loss: 0.000339509 | Time: 1623.9 ms
[2020-12-11 12:19:32 main:581] : INFO : Epoch 878 | loss: 0.000329473 | val_loss: 0.000345497 | Time: 1625.94 ms
[2020-12-11 12:19:34 main:581] : INFO : Epoch 879 | loss: 0.000323774 | val_loss: 0.000337014 | Time: 1620.92 ms
[2020-12-11 12:19:35 main:581] : INFO : Epoch 880 | loss: 0.000324377 | val_loss: 0.000340422 | Time: 1617.68 ms
[2020-12-11 12:19:37 main:581] : INFO : Epoch 881 | loss: 0.000325455 | val_loss: 0.000336606 | Time: 1620.76 ms
[2020-12-11 12:19:39 main:581] : INFO : Epoch 882 | loss: 0.00032262 | val_loss: 0.000337852 | Time: 1619.92 ms
[2020-12-11 12:19:40 main:581] : INFO : Epoch 883 | loss: 0.000325748 | val_loss: 0.000335621 | Time: 1622.07 ms
[2020-12-11 12:19:42 main:581] : INFO : Epoch 884 | loss: 0.000322365 | val_loss: 0.000344044 | Time: 1621.58 ms
[2020-12-11 12:19:43 main:581] : INFO : Epoch 885 | loss: 0.000331067 | val_loss: 0.000335207 | Time: 1614.36 ms
[2020-12-11 12:19:45 main:581] : INFO : Epoch 886 | loss: 0.000321391 | val_loss: 0.000336534 | Time: 1620.88 ms
[2020-12-11 12:19:47 main:581] : INFO : Epoch 887 | loss: 0.000326264 | val_loss: 0.000359184 | Time: 1623.8 ms
[2020-12-11 12:19:48 main:581] : INFO : Epoch 888 | loss: 0.000332974 | val_loss: 0.000342352 | Time: 1631.34 ms
[2020-12-11 12:19:50 main:581] : INFO : Epoch 889 | loss: 0.000325444 | val_loss: 0.000346336 | Time: 1637.93 ms
[2020-12-11 12:19:52 main:581] : INFO : Epoch 890 | loss: 0.000335357 | val_loss: 0.000338918 | Time: 1638.98 ms
[2020-12-11 12:19:53 main:581] : INFO : Epoch 891 | loss: 0.000327031 | val_loss: 0.000346552 | Time: 1630.45 ms
[2020-12-11 12:19:55 main:581] : INFO : Epoch 892 | loss: 0.000326244 | val_loss: 0.000343408 | Time: 1627.88 ms
[2020-12-11 12:19:56 main:581] : INFO : Epoch 893 | loss: 0.000322982 | val_loss: 0.000337354 | Time: 1628.77 ms
[2020-12-11 12:19:58 main:581] : INFO : Epoch 894 | loss: 0.000321577 | val_loss: 0.00033648 | Time: 1639.61 ms
[2020-12-11 12:20:00 main:581] : INFO : Epoch 895 | loss: 0.000322311 | val_loss: 0.000339097 | Time: 1661.94 ms
[2020-12-11 12:20:01 main:581] : INFO : Epoch 896 | loss: 0.000334587 | val_loss: 0.000342878 | Time: 1659.09 ms
[2020-12-11 12:20:03 main:581] : INFO : Epoch 897 | loss: 0.000332206 | val_loss: 0.000345392 | Time: 1638.7 ms
[2020-12-11 12:20:05 main:581] : INFO : Epoch 898 | loss: 0.000331259 | val_loss: 0.000344334 | Time: 1632.59 ms
[2020-12-11 12:20:06 main:581] : INFO : Epoch 899 | loss: 0.000326964 | val_loss: 0.0003417 | Time: 1668.84 ms
[2020-12-11 12:20:08 main:581] : INFO : Epoch 900 | loss: 0.000324303 | val_loss: 0.000337013 | Time: 1623.78 ms
[2020-12-11 12:20:10 main:581] : INFO : Epoch 901 | loss: 0.000323853 | val_loss: 0.000338001 | Time: 1639.63 ms
[2020-12-11 12:20:11 main:581] : INFO : Epoch 902 | loss: 0.000323808 | val_loss: 0.000336271 | Time: 1638.7 ms
[2020-12-11 12:20:13 main:581] : INFO : Epoch 903 | loss: 0.000323483 | val_loss: 0.000342291 | Time: 1661.83 ms
[2020-12-11 12:20:15 main:581] : INFO : Epoch 904 | loss: 0.000334859 | val_loss: 0.000351449 | Time: 1649.74 ms
[2020-12-11 12:20:16 main:581] : INFO : Epoch 905 | loss: 0.000335637 | val_loss: 0.00034 | Time: 1662.63 ms
[2020-12-11 12:20:18 main:581] : INFO : Epoch 906 | loss: 0.000324069 | val_loss: 0.000335779 | Time: 1640.27 ms
[2020-12-11 12:20:20 main:581] : INFO : Epoch 907 | loss: 0.000324585 | val_loss: 0.000336552 | Time: 1622.91 ms
[2020-12-11 12:20:21 main:581] : INFO : Epoch 908 | loss: 0.000329321 | val_loss: 0.000350415 | Time: 1683.33 ms
[2020-12-11 12:20:23 main:581] : INFO : Epoch 909 | loss: 0.000328476 | val_loss: 0.000338014 | Time: 1642.01 ms
[2020-12-11 12:20:24 main:581] : INFO : Epoch 910 | loss: 0.000322424 | val_loss: 0.000335552 | Time: 1631.84 ms
[2020-12-11 12:20:26 main:581] : INFO : Epoch 911 | loss: 0.000325666 | val_loss: 0.000350958 | Time: 1619.91 ms
[2020-12-11 12:20:28 main:581] : INFO : Epoch 912 | loss: 0.000331493 | val_loss: 0.0003415 | Time: 1633.19 ms
[2020-12-11 12:20:29 main:581] : INFO : Epoch 913 | loss: 0.000324958 | val_loss: 0.000339349 | Time: 1649.35 ms
[2020-12-11 12:20:31 main:581] : INFO : Epoch 914 | loss: 0.000324595 | val_loss: 0.000342124 | Time: 1648.31 ms
[2020-12-11 12:20:33 main:581] : INFO : Epoch 915 | loss: 0.000331486 | val_loss: 0.000344545 | Time: 1671.22 ms
[2020-12-11 12:20:34 main:581] : INFO : Epoch 916 | loss: 0.000325823 | val_loss: 0.000345974 | Time: 1637.46 ms
[2020-12-11 12:20:36 main:581] : INFO : Epoch 917 | loss: 0.000334724 | val_loss: 0.000340422 | Time: 1634.47 ms
[2020-12-11 12:20:38 main:581] : INFO : Epoch 918 | loss: 0.000324705 | val_loss: 0.000340441 | Time: 1647.11 ms
[2020-12-11 12:20:39 main:581] : INFO : Epoch 919 | loss: 0.000325724 | val_loss: 0.000340147 | Time: 1636.77 ms
[2020-12-11 12:20:41 main:581] : INFO : Epoch 920 | loss: 0.000323473 | val_loss: 0.000342287 | Time: 1654.36 ms
[2020-12-11 12:20:43 main:581] : INFO : Epoch 921 | loss: 0.000347682 | val_loss: 0.000352548 | Time: 1690.03 ms
[2020-12-11 12:20:44 main:581] : INFO : Epoch 922 | loss: 0.000331329 | val_loss: 0.00033814 | Time: 1674.78 ms
[2020-12-11 12:20:46 main:581] : INFO : Epoch 923 | loss: 0.000323761 | val_loss: 0.000338018 | Time: 1713.24 ms
[2020-12-11 12:20:48 main:581] : INFO : Epoch 924 | loss: 0.000322272 | val_loss: 0.000336611 | Time: 1715.23 ms
[2020-12-11 12:20:49 main:581] : INFO : Epoch 925 | loss: 0.000325184 | val_loss: 0.000342635 | Time: 1703.91 ms
[2020-12-11 12:20:51 main:581] : INFO : Epoch 926 | loss: 0.000330882 | val_loss: 0.000344312 | Time: 1683.48 ms
[2020-12-11 12:20:53 main:581] : INFO : Epoch 927 | loss: 0.000329766 | val_loss: 0.000341715 | Time: 1715.68 ms
[2020-12-11 12:20:55 main:581] : INFO : Epoch 928 | loss: 0.0003274 | val_loss: 0.000341449 | Time: 1679.79 ms
[2020-12-11 12:20:56 main:581] : INFO : Epoch 929 | loss: 0.000325244 | val_loss: 0.000339138 | Time: 1645.48 ms
[2020-12-11 12:20:58 main:581] : INFO : Epoch 930 | loss: 0.000326479 | val_loss: 0.000346237 | Time: 1674.93 ms
[2020-12-11 12:21:00 main:581] : INFO : Epoch 931 | loss: 0.000326254 | val_loss: 0.000344911 | Time: 1699.06 ms
[2020-12-11 12:21:01 main:581] : INFO : Epoch 932 | loss: 0.000339174 | val_loss: 0.000352225 | Time: 1672.87 ms
[2020-12-11 12:21:03 main:581] : INFO : Epoch 933 | loss: 0.000328481 | val_loss: 0.00033787 | Time: 1617.1 ms
[2020-12-11 12:21:04 main:581] : INFO : Epoch 934 | loss: 0.000326039 | val_loss: 0.000357061 | Time: 1606.78 ms
[2020-12-11 12:21:06 main:581] : INFO : Epoch 935 | loss: 0.000327489 | val_loss: 0.000336334 | Time: 1617.19 ms
[2020-12-11 12:21:08 main:581] : INFO : Epoch 936 | loss: 0.000325425 | val_loss: 0.000353943 | Time: 1619.42 ms
[2020-12-11 12:21:09 main:581] : INFO : Epoch 937 | loss: 0.000342297 | val_loss: 0.000348299 | Time: 1631.65 ms
[2020-12-11 12:21:11 main:581] : INFO : Epoch 938 | loss: 0.000325163 | val_loss: 0.000340327 | Time: 1625.06 ms
[2020-12-11 12:21:13 main:581] : INFO : Epoch 939 | loss: 0.000321899 | val_loss: 0.000334615 | Time: 1625.06 ms
[2020-12-11 12:21:14 main:581] : INFO : Epoch 940 | loss: 0.000321522 | val_loss: 0.000338267 | Time: 1627.44 ms
[2020-12-11 12:21:16 main:581] : INFO : Epoch 941 | loss: 0.000324584 | val_loss: 0.000352513 | Time: 1625.79 ms
[2020-12-11 12:21:17 main:581] : INFO : Epoch 942 | loss: 0.000342628 | val_loss: 0.000347232 | Time: 1617.14 ms
[2020-12-11 12:21:19 main:581] : INFO : Epoch 943 | loss: 0.00032765 | val_loss: 0.00033816 | Time: 1624.19 ms
[2020-12-11 12:21:21 main:581] : INFO : Epoch 944 | loss: 0.00032267 | val_loss: 0.000336693 | Time: 1627.63 ms
[2020-12-11 12:21:22 main:581] : INFO : Epoch 945 | loss: 0.000327044 | val_loss: 0.000342187 | Time: 1631.69 ms
[2020-12-11 12:21:24 main:581] : INFO : Epoch 946 | loss: 0.000323419 | val_loss: 0.000337676 | Time: 1644.57 ms
[2020-12-11 12:21:26 main:581] : INFO : Epoch 947 | loss: 0.000322262 | val_loss: 0.000338786 | Time: 1655.11 ms
[2020-12-11 12:21:27 main:581] : INFO : Epoch 948 | loss: 0.000328432 | val_loss: 0.000359303 | Time: 1626.45 ms
[2020-12-11 12:21:29 main:581] : INFO : Epoch 949 | loss: 0.000339613 | val_loss: 0.000340758 | Time: 1621.03 ms
[2020-12-11 12:21:30 main:581] : INFO : Epoch 950 | loss: 0.000334009 | val_loss: 0.000340329 | Time: 1608.94 ms
[2020-12-11 12:21:32 main:581] : INFO : Epoch 951 | loss: 0.00032336 | val_loss: 0.000337558 | Time: 1605.18 ms
[2020-12-11 12:21:34 main:581] : INFO : Epoch 952 | loss: 0.000325091 | val_loss: 0.000344523 | Time: 1632.86 ms
[2020-12-11 12:21:35 main:581] : INFO : Epoch 953 | loss: 0.00032323 | val_loss: 0.00033469 | Time: 1632.01 ms
[2020-12-11 12:21:37 main:581] : INFO : Epoch 954 | loss: 0.000327855 | val_loss: 0.000362742 | Time: 1622.76 ms
[2020-12-11 12:21:39 main:581] : INFO : Epoch 955 | loss: 0.000341772 | val_loss: 0.000341787 | Time: 1606.76 ms
[2020-12-11 12:21:40 main:581] : INFO : Epoch 956 | loss: 0.000326227 | val_loss: 0.000340927 | Time: 1647.04 ms
[2020-12-11 12:21:42 main:581] : INFO : Epoch 957 | loss: 0.000324673 | val_loss: 0.00033671 | Time: 1617.47 ms
[2020-12-11 12:21:43 main:581] : INFO : Epoch 958 | loss: 0.000322255 | val_loss: 0.000335888 | Time: 1651.97 ms
[2020-12-11 12:21:45 main:581] : INFO : Epoch 959 | loss: 0.0003303 | val_loss: 0.00034901 | Time: 1633.51 ms
[2020-12-11 12:21:47 main:581] : INFO : Epoch 960 | loss: 0.000328835 | val_loss: 0.000340843 | Time: 1613.77 ms
[2020-12-11 12:21:48 main:581] : INFO : Epoch 961 | loss: 0.000324252 | val_loss: 0.000333428 | Time: 1624.94 ms
[2020-12-11 12:21:50 main:581] : INFO : Epoch 962 | loss: 0.000323285 | val_loss: 0.000345692 | Time: 1631.55 ms
[2020-12-11 12:21:52 main:581] : INFO : Epoch 963 | loss: 0.000335713 | val_loss: 0.000361191 | Time: 1616.59 ms
[2020-12-11 12:21:53 main:581] : INFO : Epoch 964 | loss: 0.000336316 | val_loss: 0.000341398 | Time: 1613.43 ms
[2020-12-11 12:21:55 main:581] : INFO : Epoch 965 | loss: 0.000329547 | val_loss: 0.000339777 | Time: 1645.66 ms
[2020-12-11 12:21:57 main:581] : INFO : Epoch 966 | loss: 0.000323853 | val_loss: 0.000339676 | Time: 1648.07 ms
[2020-12-11 12:21:58 main:581] : INFO : Epoch 967 | loss: 0.000332643 | val_loss: 0.000339515 | Time: 1610 ms
[2020-12-11 12:22:00 main:581] : INFO : Epoch 968 | loss: 0.000326214 | val_loss: 0.000337653 | Time: 1618.54 ms
[2020-12-11 12:22:01 main:581] : INFO : Epoch 969 | loss: 0.000328185 | val_loss: 0.000348498 | Time: 1662.33 ms
[2020-12-11 12:22:03 main:581] : INFO : Epoch 970 | loss: 0.000328389 | val_loss: 0.000338532 | Time: 1628.07 ms
[2020-12-11 12:22:05 main:581] : INFO : Epoch 971 | loss: 0.000324295 | val_loss: 0.000340364 | Time: 1632.96 ms
[2020-12-11 12:22:06 main:581] : INFO : Epoch 972 | loss: 0.000325398 | val_loss: 0.000343476 | Time: 1616.19 ms
[2020-12-11 12:22:08 main:581] : INFO : Epoch 973 | loss: 0.000333457 | val_loss: 0.000346746 | Time: 1622.95 ms
[2020-12-11 12:22:10 main:581] : INFO : Epoch 974 | loss: 0.000331459 | val_loss: 0.000339136 | Time: 1627.14 ms
[2020-12-11 12:22:11 main:581] : INFO : Epoch 975 | loss: 0.000322997 | val_loss: 0.000336852 | Time: 1645.62 ms
[2020-12-11 12:22:13 main:581] : INFO : Epoch 976 | loss: 0.000323389 | val_loss: 0.000338073 | Time: 1622.67 ms
[2020-12-11 12:22:14 main:581] : INFO : Epoch 977 | loss: 0.00033385 | val_loss: 0.000351021 | Time: 1620.73 ms
[2020-12-11 12:22:16 main:581] : INFO : Epoch 978 | loss: 0.000325699 | val_loss: 0.000342476 | Time: 1614.28 ms
[2020-12-11 12:22:18 main:581] : INFO : Epoch 979 | loss: 0.00032904 | val_loss: 0.000338878 | Time: 1613.58 ms
[2020-12-11 12:22:19 main:581] : INFO : Epoch 980 | loss: 0.000328381 | val_loss: 0.000339292 | Time: 1634.49 ms
[2020-12-11 12:22:21 main:581] : INFO : Epoch 981 | loss: 0.00032905 | val_loss: 0.000343017 | Time: 1632.35 ms
[2020-12-11 12:22:23 main:581] : INFO : Epoch 982 | loss: 0.000324926 | val_loss: 0.000337396 | Time: 1644.56 ms
[2020-12-11 12:22:24 main:581] : INFO : Epoch 983 | loss: 0.000325263 | val_loss: 0.000345637 | Time: 1635.11 ms
[2020-12-11 12:22:26 main:581] : INFO : Epoch 984 | loss: 0.000332265 | val_loss: 0.000343088 | Time: 1648.57 ms
[2020-12-11 12:22:27 main:581] : INFO : Epoch 985 | loss: 0.00033214 | val_loss: 0.000350949 | Time: 1631.36 ms
[2020-12-11 12:22:29 main:581] : INFO : Epoch 986 | loss: 0.000331921 | val_loss: 0.000344717 | Time: 1668.84 ms
[2020-12-11 12:22:31 main:581] : INFO : Epoch 987 | loss: 0.000324781 | val_loss: 0.000335632 | Time: 1635.72 ms
[2020-12-11 12:22:32 main:581] : INFO : Epoch 988 | loss: 0.000324542 | val_loss: 0.000342118 | Time: 1638.97 ms
[2020-12-11 12:22:34 main:581] : INFO : Epoch 989 | loss: 0.000328343 | val_loss: 0.000345031 | Time: 1637.49 ms
[2020-12-11 12:22:36 main:581] : INFO : Epoch 990 | loss: 0.000331244 | val_loss: 0.000347033 | Time: 1636.85 ms
[2020-12-11 12:22:37 main:581] : INFO : Epoch 991 | loss: 0.000331442 | val_loss: 0.000346572 | Time: 1614.11 ms
[2020-12-11 12:22:39 main:581] : INFO : Epoch 992 | loss: 0.000327463 | val_loss: 0.000348951 | Time: 1630.94 ms
[2020-12-11 12:22:41 main:581] : INFO : Epoch 993 | loss: 0.000335999 | val_loss: 0.000339739 | Time: 1630.63 ms
[2020-12-11 12:22:42 main:581] : INFO : Epoch 994 | loss: 0.000321122 | val_loss: 0.000336585 | Time: 1615.89 ms
[2020-12-11 12:22:44 main:581] : INFO : Epoch 995 | loss: 0.000322545 | val_loss: 0.000337613 | Time: 1617.71 ms
[2020-12-11 12:22:45 main:581] : INFO : Epoch 996 | loss: 0.000322575 | val_loss: 0.000337915 | Time: 1625.77 ms
[2020-12-11 12:22:47 main:581] : INFO : Epoch 997 | loss: 0.000336902 | val_loss: 0.000349152 | Time: 1612.21 ms
[2020-12-11 12:22:49 main:581] : INFO : Epoch 998 | loss: 0.00033632 | val_loss: 0.000345727 | Time: 1605.78 ms
[2020-12-11 12:22:50 main:581] : INFO : Epoch 999 | loss: 0.000324694 | val_loss: 0.000336871 | Time: 1616.63 ms
[2020-12-11 12:22:52 main:581] : INFO : Epoch 1000 | loss: 0.000323471 | val_loss: 0.000337362 | Time: 1618.55 ms
[2020-12-11 12:22:53 main:581] : INFO : Epoch 1001 | loss: 0.000322944 | val_loss: 0.000339819 | Time: 1616.65 ms
[2020-12-11 12:22:55 main:581] : INFO : Epoch 1002 | loss: 0.0003392 | val_loss: 0.00034621 | Time: 1619.62 ms
[2020-12-11 12:22:57 main:581] : INFO : Epoch 1003 | loss: 0.000328891 | val_loss: 0.00034643 | Time: 1608.87 ms
[2020-12-11 12:22:58 main:581] : INFO : Epoch 1004 | loss: 0.000326001 | val_loss: 0.000338835 | Time: 1614.9 ms
[2020-12-11 12:23:00 main:581] : INFO : Epoch 1005 | loss: 0.000322363 | val_loss: 0.000337481 | Time: 1617.15 ms
[2020-12-11 12:23:02 main:581] : INFO : Epoch 1006 | loss: 0.000323901 | val_loss: 0.00034233 | Time: 1623.93 ms
[2020-12-11 12:23:03 main:581] : INFO : Epoch 1007 | loss: 0.000331965 | val_loss: 0.00034927 | Time: 1620.09 ms
[2020-12-11 12:23:05 main:581] : INFO : Epoch 1008 | loss: 0.000331281 | val_loss: 0.000349095 | Time: 1620.04 ms
[2020-12-11 12:23:06 main:581] : INFO : Epoch 1009 | loss: 0.000336815 | val_loss: 0.000336612 | Time: 1624.5 ms
[2020-12-11 12:23:08 main:581] : INFO : Epoch 1010 | loss: 0.000324892 | val_loss: 0.000335947 | Time: 1615.43 ms
[2020-12-11 12:23:10 main:581] : INFO : Epoch 1011 | loss: 0.000321968 | val_loss: 0.000338962 | Time: 1632.34 ms
[2020-12-11 12:23:11 main:581] : INFO : Epoch 1012 | loss: 0.000335937 | val_loss: 0.00034736 | Time: 1630.35 ms
[2020-12-11 12:23:13 main:581] : INFO : Epoch 1013 | loss: 0.000332984 | val_loss: 0.000340417 | Time: 1615.17 ms
[2020-12-11 12:23:15 main:581] : INFO : Epoch 1014 | loss: 0.000323348 | val_loss: 0.000338751 | Time: 1610.1 ms
[2020-12-11 12:23:16 main:581] : INFO : Epoch 1015 | loss: 0.000323514 | val_loss: 0.000334792 | Time: 1605.07 ms
[2020-12-11 12:23:18 main:581] : INFO : Epoch 1016 | loss: 0.00032071 | val_loss: 0.000335536 | Time: 1619.54 ms
[2020-12-11 12:23:19 main:581] : INFO : Epoch 1017 | loss: 0.000325599 | val_loss: 0.000347681 | Time: 1618.29 ms
[2020-12-11 12:23:21 main:581] : INFO : Epoch 1018 | loss: 0.000347341 | val_loss: 0.000356446 | Time: 1618.99 ms
[2020-12-11 12:23:23 main:581] : INFO : Epoch 1019 | loss: 0.000336044 | val_loss: 0.000342765 | Time: 1635.32 ms
[2020-12-11 12:23:24 main:581] : INFO : Epoch 1020 | loss: 0.000328345 | val_loss: 0.00034598 | Time: 1610.27 ms
[2020-12-11 12:23:26 main:581] : INFO : Epoch 1021 | loss: 0.000328604 | val_loss: 0.00035392 | Time: 1607.17 ms
[2020-12-11 12:23:27 main:581] : INFO : Epoch 1022 | loss: 0.000330593 | val_loss: 0.000338352 | Time: 1622.04 ms
[2020-12-11 12:23:29 main:581] : INFO : Epoch 1023 | loss: 0.000322349 | val_loss: 0.00033642 | Time: 1625.26 ms
[2020-12-11 12:23:31 main:581] : INFO : Epoch 1024 | loss: 0.00032157 | val_loss: 0.00033433 | Time: 1631.31 ms
[2020-12-11 12:23:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.00033433
[2020-12-11 12:23:31 main:610] : INFO : Saving end state to config to file
[2020-12-11 12:23:31 main:615] : INFO : Success, exiting..
12:23:31 (2473605): 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)