Task 3303387
| Name | EightBitModified-1605930894-32044-9_0 |
| Workunit | 1571567 |
| Created | 16 Dec 2020, 11:23:47 UTC |
| Sent | 19 Dec 2020, 19:17:36 UTC |
| Report deadline | 26 Dec 2020, 19:17:36 UTC |
| Received | 20 Dec 2020, 7:04:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 25 min 15 sec |
| CPU time | 25 min 11 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 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 | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 518 | loss: 0.00106521 | val_loss: 0.00110149 | Time: 1497.62 ms
[2020-12-20 01:16:35 main:581] : INFO : Epoch 519 | loss: 0.00106745 | val_loss: 0.0011017 | Time: 1509.91 ms
[2020-12-20 01:16:37 main:581] : INFO : Epoch 520 | loss: 0.00312471 | val_loss: 0.00755008 | Time: 1479.99 ms
[2020-12-20 01:16:38 main:581] : INFO : Epoch 521 | loss: 0.0102299 | val_loss: 0.00420617 | Time: 1491.73 ms
[2020-12-20 01:16:40 main:581] : INFO : Epoch 522 | loss: 0.00382562 | val_loss: 0.00195759 | Time: 1473.77 ms
[2020-12-20 01:16:41 main:581] : INFO : Epoch 523 | loss: 0.0015649 | val_loss: 0.0012633 | Time: 1480.48 ms
[2020-12-20 01:16:43 main:581] : INFO : Epoch 524 | loss: 0.00114945 | val_loss: 0.00112419 | Time: 1503.06 ms
[2020-12-20 01:16:44 main:581] : INFO : Epoch 525 | loss: 0.00107722 | val_loss: 0.0010994 | Time: 1471.51 ms
[2020-12-20 01:16:46 main:581] : INFO : Epoch 526 | loss: 0.0010631 | val_loss: 0.0010946 | Time: 1464.25 ms
[2020-12-20 01:16:47 main:581] : INFO : Epoch 527 | loss: 0.00106006 | val_loss: 0.00109405 | Time: 1495.97 ms
[2020-12-20 01:16:49 main:581] : INFO : Epoch 528 | loss: 0.0010591 | val_loss: 0.0010937 | Time: 1516.75 ms
[2020-12-20 01:16:50 main:581] : INFO : Epoch 529 | loss: 0.00105886 | val_loss: 0.00109396 | Time: 1501.96 ms
[2020-12-20 01:16:52 main:581] : INFO : Epoch 530 | loss: 0.00105938 | val_loss: 0.00109362 | Time: 1491.75 ms
[2020-12-20 01:16:53 main:581] : INFO : Epoch 531 | loss: 0.00105952 | val_loss: 0.00109435 | Time: 1487.26 ms
[2020-12-20 01:16:55 main:581] : INFO : Epoch 532 | loss: 0.00105913 | val_loss: 0.00109354 | Time: 1474.9 ms
[2020-12-20 01:16:56 main:581] : INFO : Epoch 533 | loss: 0.00105897 | val_loss: 0.00109452 | Time: 1493.05 ms
[2020-12-20 01:16:58 main:581] : INFO : Epoch 534 | loss: 0.00106012 | val_loss: 0.0010948 | Time: 1497.37 ms
[2020-12-20 01:16:59 main:581] : INFO : Epoch 535 | loss: 0.00105989 | val_loss: 0.00109448 | Time: 1495.2 ms
[2020-12-20 01:17:01 main:581] : INFO : Epoch 536 | loss: 0.00105938 | val_loss: 0.00109341 | Time: 1481.26 ms
[2020-12-20 01:17:02 main:581] : INFO : Epoch 537 | loss: 0.00105924 | val_loss: 0.00109404 | Time: 1475.2 ms
[2020-12-20 01:17:04 main:581] : INFO : Epoch 538 | loss: 0.00105898 | val_loss: 0.00109525 | Time: 1482.61 ms
[2020-12-20 01:17:05 main:581] : INFO : Epoch 539 | loss: 0.00105967 | val_loss: 0.00109463 | Time: 1498.28 ms
[2020-12-20 01:17:07 main:581] : INFO : Epoch 540 | loss: 0.00105888 | val_loss: 0.0010948 | Time: 1459.9 ms
[2020-12-20 01:17:08 main:581] : INFO : Epoch 541 | loss: 0.00105896 | val_loss: 0.00109463 | Time: 1497.9 ms
[2020-12-20 01:17:10 main:581] : INFO : Epoch 542 | loss: 0.00105866 | val_loss: 0.00109503 | Time: 1479.01 ms
[2020-12-20 01:17:11 main:581] : INFO : Epoch 543 | loss: 0.00105896 | val_loss: 0.0010948 | Time: 1494.57 ms
[2020-12-20 01:17:13 main:581] : INFO : Epoch 544 | loss: 0.00105907 | val_loss: 0.00109639 | Time: 1469.2 ms
[2020-12-20 01:17:14 main:581] : INFO : Epoch 545 | loss: 0.00105872 | val_loss: 0.0010952 | Time: 1451.28 ms
[2020-12-20 01:17:15 main:581] : INFO : Epoch 546 | loss: 0.00105853 | val_loss: 0.00109576 | Time: 1482.99 ms
[2020-12-20 01:17:17 main:581] : INFO : Epoch 547 | loss: 0.00105893 | val_loss: 0.00109521 | Time: 1503.74 ms
[2020-12-20 01:17:18 main:581] : INFO : Epoch 548 | loss: 0.00105905 | val_loss: 0.00109529 | Time: 1498.69 ms
[2020-12-20 01:17:20 main:581] : INFO : Epoch 549 | loss: 0.00105889 | val_loss: 0.00109574 | Time: 1486.18 ms
[2020-12-20 01:17:21 main:581] : INFO : Epoch 550 | loss: 0.00105863 | val_loss: 0.00109625 | Time: 1471.13 ms
[2020-12-20 01:17:23 main:581] : INFO : Epoch 551 | loss: 0.00105873 | val_loss: 0.00109702 | Time: 1493 ms
[2020-12-20 01:17:24 main:581] : INFO : Epoch 552 | loss: 0.0010586 | val_loss: 0.0010952 | Time: 1463.33 ms
[2020-12-20 01:17:26 main:581] : INFO : Epoch 553 | loss: 0.00105895 | val_loss: 0.00109572 | Time: 1449.55 ms
[2020-12-20 01:17:27 main:581] : INFO : Epoch 554 | loss: 0.00105856 | val_loss: 0.00109557 | Time: 1427.44 ms
[2020-12-20 01:17:29 main:581] : INFO : Epoch 555 | loss: 0.00105876 | val_loss: 0.00109531 | Time: 1399.21 ms
[2020-12-20 01:17:30 main:581] : INFO : Epoch 556 | loss: 0.00105801 | val_loss: 0.00109506 | Time: 1403.18 ms
[2020-12-20 01:17:31 main:581] : INFO : Epoch 557 | loss: 0.00105845 | val_loss: 0.00109529 | Time: 1387.75 ms
[2020-12-20 01:17:33 main:581] : INFO : Epoch 558 | loss: 0.00105817 | val_loss: 0.0010949 | Time: 1389.37 ms
[2020-12-20 01:17:34 main:581] : INFO : Epoch 559 | loss: 0.0010581 | val_loss: 0.00109562 | Time: 1400.69 ms
[2020-12-20 01:17:36 main:581] : INFO : Epoch 560 | loss: 0.00105872 | val_loss: 0.00109632 | Time: 1421.62 ms
[2020-12-20 01:17:37 main:581] : INFO : Epoch 561 | loss: 0.00105836 | val_loss: 0.00109654 | Time: 1484.95 ms
[2020-12-20 01:17:39 main:581] : INFO : Epoch 562 | loss: 0.00105899 | val_loss: 0.00109574 | Time: 1472.93 ms
[2020-12-20 01:17:40 main:581] : INFO : Epoch 563 | loss: 0.00105925 | val_loss: 0.00109636 | Time: 1473.94 ms
[2020-12-20 01:17:42 main:581] : INFO : Epoch 564 | loss: 0.00105902 | val_loss: 0.0010953 | Time: 1478.37 ms
[2020-12-20 01:17:43 main:581] : INFO : Epoch 565 | loss: 0.0010585 | val_loss: 0.00109498 | Time: 1485.96 ms
[2020-12-20 01:17:45 main:581] : INFO : Epoch 566 | loss: 0.00105843 | val_loss: 0.00109624 | Time: 1480.84 ms
[2020-12-20 01:17:46 main:581] : INFO : Epoch 567 | loss: 0.00105811 | val_loss: 0.00109635 | Time: 1464.87 ms
[2020-12-20 01:17:47 main:581] : INFO : Epoch 568 | loss: 0.00105776 | val_loss: 0.00109641 | Time: 1495.88 ms
[2020-12-20 01:17:49 main:581] : INFO : Epoch 569 | loss: 0.00105816 | val_loss: 0.00109622 | Time: 1465.1 ms
[2020-12-20 01:17:50 main:581] : INFO : Epoch 570 | loss: 0.00105771 | val_loss: 0.00109607 | Time: 1454.38 ms
[2020-12-20 01:17:52 main:581] : INFO : Epoch 571 | loss: 0.001058 | val_loss: 0.00109594 | Time: 1481.8 ms
[2020-12-20 01:17:53 main:581] : INFO : Epoch 572 | loss: 0.00105817 | val_loss: 0.00109764 | Time: 1443.12 ms
[2020-12-20 01:17:55 main:581] : INFO : Epoch 573 | loss: 0.00105822 | val_loss: 0.00109714 | Time: 1468.29 ms
[2020-12-20 01:17:56 main:581] : INFO : Epoch 574 | loss: 0.00105845 | val_loss: 0.0010971 | Time: 1523.82 ms
[2020-12-20 01:17:58 main:581] : INFO : Epoch 575 | loss: 0.00105914 | val_loss: 0.00109819 | Time: 1511.94 ms
[2020-12-20 01:17:59 main:581] : INFO : Epoch 576 | loss: 0.00105909 | val_loss: 0.00109662 | Time: 1484.4 ms
[2020-12-20 01:18:01 main:581] : INFO : Epoch 577 | loss: 0.00106048 | val_loss: 0.0011036 | Time: 1475.56 ms
[2020-12-20 01:18:02 main:581] : INFO : Epoch 578 | loss: 0.0010681 | val_loss: 0.00109698 | Time: 1483.39 ms
[2020-12-20 01:18:04 main:581] : INFO : Epoch 579 | loss: 0.00106352 | val_loss: 0.00109327 | Time: 1472.14 ms
[2020-12-20 01:18:05 main:581] : INFO : Epoch 580 | loss: 0.00106228 | val_loss: 0.00109455 | Time: 1503.44 ms
[2020-12-20 01:18:07 main:581] : INFO : Epoch 581 | loss: 0.00106264 | val_loss: 0.0010944 | Time: 1528.76 ms
[2020-12-20 01:18:08 main:581] : INFO : Epoch 582 | loss: 0.00106185 | val_loss: 0.00109426 | Time: 1455.12 ms
[2020-12-20 01:18:10 main:581] : INFO : Epoch 583 | loss: 0.00106188 | val_loss: 0.00109396 | Time: 1483.8 ms
[2020-12-20 01:18:11 main:581] : INFO : Epoch 584 | loss: 0.00106151 | val_loss: 0.00109428 | Time: 1474.73 ms
[2020-12-20 01:18:13 main:581] : INFO : Epoch 585 | loss: 0.00106157 | val_loss: 0.00109533 | Time: 1464.46 ms
[2020-12-20 01:18:14 main:581] : INFO : Epoch 586 | loss: 0.00106122 | val_loss: 0.0010943 | Time: 1440.61 ms
[2020-12-20 01:18:16 main:581] : INFO : Epoch 587 | loss: 0.00106063 | val_loss: 0.00109476 | Time: 1505.53 ms
[2020-12-20 01:18:17 main:581] : INFO : Epoch 588 | loss: 0.00106192 | val_loss: 0.00109492 | Time: 1502.19 ms
[2020-12-20 01:18:19 main:581] : INFO : Epoch 589 | loss: 0.00106132 | val_loss: 0.00109536 | Time: 1503.47 ms
[2020-12-20 01:18:20 main:581] : INFO : Epoch 590 | loss: 0.00106096 | val_loss: 0.00109639 | Time: 1472.43 ms
[2020-12-20 01:18:22 main:581] : INFO : Epoch 591 | loss: 0.00106081 | val_loss: 0.00109398 | Time: 1508.25 ms
[2020-12-20 01:18:23 main:581] : INFO : Epoch 592 | loss: 0.00106066 | val_loss: 0.00109567 | Time: 1524.02 ms
[2020-12-20 01:18:25 main:581] : INFO : Epoch 593 | loss: 0.00106046 | val_loss: 0.00109561 | Time: 1500.23 ms
[2020-12-20 01:18:26 main:581] : INFO : Epoch 594 | loss: 0.00106015 | val_loss: 0.00109563 | Time: 1514.88 ms
[2020-12-20 01:18:28 main:581] : INFO : Epoch 595 | loss: 0.00106032 | val_loss: 0.00109528 | Time: 1533.34 ms
[2020-12-20 01:18:29 main:581] : INFO : Epoch 596 | loss: 0.00106066 | val_loss: 0.00109602 | Time: 1507.7 ms
[2020-12-20 01:18:31 main:581] : INFO : Epoch 597 | loss: 0.00106063 | val_loss: 0.00109605 | Time: 1518.7 ms
[2020-12-20 01:18:32 main:581] : INFO : Epoch 598 | loss: 0.00106221 | val_loss: 0.00109846 | Time: 1516.52 ms
[2020-12-20 01:18:34 main:581] : INFO : Epoch 599 | loss: 0.0010656 | val_loss: 0.00109774 | Time: 1496.96 ms
[2020-12-20 01:18:35 main:581] : INFO : Epoch 600 | loss: 0.00106503 | val_loss: 0.00109642 | Time: 1470.79 ms
[2020-12-20 01:18:37 main:581] : INFO : Epoch 601 | loss: 0.00106419 | val_loss: 0.00109717 | Time: 1485.1 ms
[2020-12-20 01:18:38 main:581] : INFO : Epoch 602 | loss: 0.0010651 | val_loss: 0.00109911 | Time: 1487.08 ms
[2020-12-20 01:18:40 main:581] : INFO : Epoch 603 | loss: 0.00106629 | val_loss: 0.00110066 | Time: 1471.72 ms
[2020-12-20 01:18:41 main:581] : INFO : Epoch 604 | loss: 0.00106396 | val_loss: 0.00109664 | Time: 1462.21 ms
[2020-12-20 01:18:43 main:581] : INFO : Epoch 605 | loss: 0.00106468 | val_loss: 0.00111307 | Time: 1464.79 ms
[2020-12-20 01:18:44 main:581] : INFO : Epoch 606 | loss: 0.00107406 | val_loss: 0.00109715 | Time: 1470.26 ms
[2020-12-20 01:18:46 main:581] : INFO : Epoch 607 | loss: 0.00106587 | val_loss: 0.0010959 | Time: 1524.94 ms
[2020-12-20 01:18:47 main:581] : INFO : Epoch 608 | loss: 0.00106252 | val_loss: 0.00109524 | Time: 1495.22 ms
[2020-12-20 01:18:49 main:581] : INFO : Epoch 609 | loss: 0.00106245 | val_loss: 0.00109642 | Time: 1501.9 ms
[2020-12-20 01:18:50 main:581] : INFO : Epoch 610 | loss: 0.00106205 | val_loss: 0.00109471 | Time: 1499.92 ms
[2020-12-20 01:18:52 main:581] : INFO : Epoch 611 | loss: 0.0010618 | val_loss: 0.00109704 | Time: 1501.05 ms
[2020-12-20 01:18:53 main:581] : INFO : Epoch 612 | loss: 0.00106174 | val_loss: 0.00109614 | Time: 1496.35 ms
[2020-12-20 01:18:55 main:581] : INFO : Epoch 613 | loss: 0.0010614 | val_loss: 0.00109485 | Time: 1477.92 ms
[2020-12-20 01:18:56 main:581] : INFO : Epoch 614 | loss: 0.00106032 | val_loss: 0.00109517 | Time: 1519.7 ms
[2020-12-20 01:18:58 main:581] : INFO : Epoch 615 | loss: 0.00106162 | val_loss: 0.00109636 | Time: 1468.15 ms
[2020-12-20 01:18:59 main:581] : INFO : Epoch 616 | loss: 0.00106187 | val_loss: 0.00109506 | Time: 1481.75 ms
[2020-12-20 01:19:00 main:581] : INFO : Epoch 617 | loss: 0.00106165 | val_loss: 0.00110132 | Time: 1461.33 ms
[2020-12-20 01:19:02 main:581] : INFO : Epoch 618 | loss: 0.00106482 | val_loss: 0.00109531 | Time: 1485.17 ms
[2020-12-20 01:19:03 main:581] : INFO : Epoch 619 | loss: 0.0010625 | val_loss: 0.00109507 | Time: 1473.15 ms
[2020-12-20 01:19:05 main:581] : INFO : Epoch 620 | loss: 0.00106152 | val_loss: 0.001095 | Time: 1484.55 ms
[2020-12-20 01:19:06 main:581] : INFO : Epoch 621 | loss: 0.00106231 | val_loss: 0.00109919 | Time: 1488.43 ms
[2020-12-20 01:19:08 main:581] : INFO : Epoch 622 | loss: 0.00106435 | val_loss: 0.00109712 | Time: 1509.91 ms
[2020-12-20 01:19:09 main:581] : INFO : Epoch 623 | loss: 0.00106178 | val_loss: 0.00109667 | Time: 1485.26 ms
[2020-12-20 01:19:11 main:581] : INFO : Epoch 624 | loss: 0.00106238 | val_loss: 0.00109801 | Time: 1482.57 ms
[2020-12-20 01:19:12 main:581] : INFO : Epoch 625 | loss: 0.00106099 | val_loss: 0.00109503 | Time: 1459.78 ms
[2020-12-20 01:19:14 main:581] : INFO : Epoch 626 | loss: 0.00106087 | val_loss: 0.00109523 | Time: 1502.02 ms
[2020-12-20 01:19:15 main:581] : INFO : Epoch 627 | loss: 0.00106062 | val_loss: 0.00109511 | Time: 1469.69 ms
[2020-12-20 01:19:17 main:581] : INFO : Epoch 628 | loss: 0.00106107 | val_loss: 0.0010984 | Time: 1477.46 ms
[2020-12-20 01:19:18 main:581] : INFO : Epoch 629 | loss: 0.00106169 | val_loss: 0.00109673 | Time: 1491.68 ms
[2020-12-20 01:19:20 main:581] : INFO : Epoch 630 | loss: 0.00106019 | val_loss: 0.00109558 | Time: 1480.39 ms
[2020-12-20 01:19:21 main:581] : INFO : Epoch 631 | loss: 0.00106127 | val_loss: 0.00109756 | Time: 1481.62 ms
[2020-12-20 01:19:23 main:581] : INFO : Epoch 632 | loss: 0.00106165 | val_loss: 0.00109742 | Time: 1487.27 ms
[2020-12-20 01:19:24 main:581] : INFO : Epoch 633 | loss: 0.00106178 | val_loss: 0.00109975 | Time: 1478.87 ms
[2020-12-20 01:19:26 main:581] : INFO : Epoch 634 | loss: 0.00106401 | val_loss: 0.00109725 | Time: 1501.6 ms
[2020-12-20 01:19:27 main:581] : INFO : Epoch 635 | loss: 0.00106265 | val_loss: 0.00109525 | Time: 1499.37 ms
[2020-12-20 01:19:29 main:581] : INFO : Epoch 636 | loss: 0.0010611 | val_loss: 0.00109782 | Time: 1496.29 ms
[2020-12-20 01:19:30 main:581] : INFO : Epoch 637 | loss: 0.00106215 | val_loss: 0.00109702 | Time: 1508.54 ms
[2020-12-20 01:19:32 main:581] : INFO : Epoch 638 | loss: 0.00106085 | val_loss: 0.00109691 | Time: 1477.75 ms
[2020-12-20 01:19:33 main:581] : INFO : Epoch 639 | loss: 0.00106081 | val_loss: 0.00109546 | Time: 1458.92 ms
[2020-12-20 01:19:35 main:581] : INFO : Epoch 640 | loss: 0.00106621 | val_loss: 0.00109752 | Time: 1471 ms
[2020-12-20 01:19:36 main:581] : INFO : Epoch 641 | loss: 0.00106419 | val_loss: 0.00109792 | Time: 1460.33 ms
[2020-12-20 01:19:38 main:581] : INFO : Epoch 642 | loss: 0.00106159 | val_loss: 0.00109731 | Time: 1465.77 ms
[2020-12-20 01:19:39 main:581] : INFO : Epoch 643 | loss: 0.0010614 | val_loss: 0.00109848 | Time: 1492.67 ms
[2020-12-20 01:19:40 main:581] : INFO : Epoch 644 | loss: 0.00106203 | val_loss: 0.00109798 | Time: 1453.82 ms
[2020-12-20 01:19:42 main:581] : INFO : Epoch 645 | loss: 0.00106109 | val_loss: 0.00109691 | Time: 1494.07 ms
[2020-12-20 01:19:43 main:581] : INFO : Epoch 646 | loss: 0.00106229 | val_loss: 0.00109706 | Time: 1472.99 ms
[2020-12-20 01:19:45 main:581] : INFO : Epoch 647 | loss: 0.0010634 | val_loss: 0.00109799 | Time: 1442.07 ms
[2020-12-20 01:19:46 main:581] : INFO : Epoch 648 | loss: 0.00106379 | val_loss: 0.0010979 | Time: 1438.54 ms
[2020-12-20 01:19:48 main:581] : INFO : Epoch 649 | loss: 0.00106281 | val_loss: 0.00109746 | Time: 1451.28 ms
[2020-12-20 01:19:49 main:581] : INFO : Epoch 650 | loss: 0.00106344 | val_loss: 0.00109792 | Time: 1455.05 ms
[2020-12-20 01:19:51 main:581] : INFO : Epoch 651 | loss: 0.0010627 | val_loss: 0.00109804 | Time: 1446.14 ms
[2020-12-20 01:19:52 main:581] : INFO : Epoch 652 | loss: 0.00106111 | val_loss: 0.0010969 | Time: 1455.72 ms
[2020-12-20 01:19:54 main:581] : INFO : Epoch 653 | loss: 0.00106251 | val_loss: 0.00109603 | Time: 1456.14 ms
[2020-12-20 01:19:55 main:581] : INFO : Epoch 654 | loss: 0.0010619 | val_loss: 0.00110016 | Time: 1457.47 ms
[2020-12-20 01:19:56 main:581] : INFO : Epoch 655 | loss: 0.00106173 | val_loss: 0.0010973 | Time: 1430.74 ms
[2020-12-20 01:19:58 main:581] : INFO : Epoch 656 | loss: 0.00106433 | val_loss: 0.00110097 | Time: 1448.18 ms
[2020-12-20 01:19:59 main:581] : INFO : Epoch 657 | loss: 0.00106267 | val_loss: 0.00110305 | Time: 1430.56 ms
[2020-12-20 01:20:01 main:581] : INFO : Epoch 658 | loss: 0.00106241 | val_loss: 0.00109783 | Time: 1422.09 ms
[2020-12-20 01:20:02 main:581] : INFO : Epoch 659 | loss: 0.00106183 | val_loss: 0.00109852 | Time: 1486.98 ms
[2020-12-20 01:20:04 main:581] : INFO : Epoch 660 | loss: 0.00106102 | val_loss: 0.00109824 | Time: 1455.61 ms
[2020-12-20 01:20:05 main:581] : INFO : Epoch 661 | loss: 0.0010629 | val_loss: 0.00109983 | Time: 1433.81 ms
[2020-12-20 01:20:07 main:581] : INFO : Epoch 662 | loss: 0.00106406 | val_loss: 0.00109645 | Time: 1408.07 ms
[2020-12-20 01:20:08 main:581] : INFO : Epoch 663 | loss: 0.00106223 | val_loss: 0.00110082 | Time: 1444.51 ms
[2020-12-20 01:20:09 main:581] : INFO : Epoch 664 | loss: 0.0010643 | val_loss: 0.00109938 | Time: 1450.03 ms
[2020-12-20 01:20:11 main:581] : INFO : Epoch 665 | loss: 0.00106334 | val_loss: 0.00109711 | Time: 1459.89 ms
[2020-12-20 01:20:12 main:581] : INFO : Epoch 666 | loss: 0.00106189 | val_loss: 0.0011016 | Time: 1436.49 ms
[2020-12-20 01:20:14 main:581] : INFO : Epoch 667 | loss: 0.00106908 | val_loss: 0.00111744 | Time: 1444.81 ms
[2020-12-20 01:20:15 main:581] : INFO : Epoch 668 | loss: 0.00106831 | val_loss: 0.00109644 | Time: 1450.72 ms
[2020-12-20 01:20:17 main:581] : INFO : Epoch 669 | loss: 0.00106307 | val_loss: 0.00109812 | Time: 1437.54 ms
[2020-12-20 01:20:18 main:581] : INFO : Epoch 670 | loss: 0.00106241 | val_loss: 0.00109731 | Time: 1425.32 ms
[2020-12-20 01:20:20 main:581] : INFO : Epoch 671 | loss: 0.00106168 | val_loss: 0.00109601 | Time: 1436.89 ms
[2020-12-20 01:20:21 main:581] : INFO : Epoch 672 | loss: 0.00106262 | val_loss: 0.00109858 | Time: 1434.13 ms
[2020-12-20 01:20:22 main:581] : INFO : Epoch 673 | loss: 0.00106132 | val_loss: 0.00109697 | Time: 1434.86 ms
[2020-12-20 01:20:24 main:581] : INFO : Epoch 674 | loss: 0.00106138 | val_loss: 0.001098 | Time: 1459.95 ms
[2020-12-20 01:20:25 main:581] : INFO : Epoch 675 | loss: 0.00106487 | val_loss: 0.00110604 | Time: 1440.16 ms
[2020-12-20 01:20:27 main:581] : INFO : Epoch 676 | loss: 0.00106899 | val_loss: 0.00109934 | Time: 1437.1 ms
[2020-12-20 01:20:28 main:581] : INFO : Epoch 677 | loss: 0.00106149 | val_loss: 0.00110117 | Time: 1443.36 ms
[2020-12-20 01:20:30 main:581] : INFO : Epoch 678 | loss: 0.00106214 | val_loss: 0.00109817 | Time: 1457.26 ms
[2020-12-20 01:20:31 main:581] : INFO : Epoch 679 | loss: 0.00106256 | val_loss: 0.0010971 | Time: 1514.18 ms
[2020-12-20 01:20:33 main:581] : INFO : Epoch 680 | loss: 0.00106169 | val_loss: 0.00109823 | Time: 1518.56 ms
[2020-12-20 01:20:34 main:581] : INFO : Epoch 681 | loss: 0.00106271 | val_loss: 0.00110357 | Time: 1472.18 ms
[2020-12-20 01:20:36 main:581] : INFO : Epoch 682 | loss: 0.00106422 | val_loss: 0.0011003 | Time: 1477.69 ms
[2020-12-20 01:20:37 main:581] : INFO : Epoch 683 | loss: 0.00106143 | val_loss: 0.00109891 | Time: 1487.29 ms
[2020-12-20 01:20:39 main:581] : INFO : Epoch 684 | loss: 0.00106251 | val_loss: 0.00110023 | Time: 1481.09 ms
[2020-12-20 01:20:40 main:581] : INFO : Epoch 685 | loss: 0.0010621 | val_loss: 0.00109747 | Time: 1484.88 ms
[2020-12-20 01:20:42 main:581] : INFO : Epoch 686 | loss: 0.00106228 | val_loss: 0.0010995 | Time: 1480.22 ms
[2020-12-20 01:20:43 main:581] : INFO : Epoch 687 | loss: 0.00106212 | val_loss: 0.00109916 | Time: 1484.87 ms
[2020-12-20 01:20:45 main:581] : INFO : Epoch 688 | loss: 0.00106306 | val_loss: 0.00109771 | Time: 1468.59 ms
[2020-12-20 01:20:46 main:581] : INFO : Epoch 689 | loss: 0.00106611 | val_loss: 0.0011025 | Time: 1454.1 ms
[2020-12-20 01:20:47 main:581] : INFO : Epoch 690 | loss: 0.00106784 | val_loss: 0.00110943 | Time: 1446.72 ms
[2020-12-20 01:20:49 main:581] : INFO : Epoch 691 | loss: 0.00107019 | val_loss: 0.00110421 | Time: 1464.06 ms
[2020-12-20 01:20:50 main:581] : INFO : Epoch 692 | loss: 0.00106717 | val_loss: 0.00110265 | Time: 1438.64 ms
[2020-12-20 01:20:52 main:581] : INFO : Epoch 693 | loss: 0.00106249 | val_loss: 0.00109644 | Time: 1488.82 ms
[2020-12-20 01:20:53 main:581] : INFO : Epoch 694 | loss: 0.00106094 | val_loss: 0.00110109 | Time: 1440.22 ms
[2020-12-20 01:20:55 main:581] : INFO : Epoch 695 | loss: 0.0010625 | val_loss: 0.00110008 | Time: 1460.34 ms
[2020-12-20 01:20:56 main:581] : INFO : Epoch 696 | loss: 0.00106185 | val_loss: 0.00109856 | Time: 1490.95 ms
[2020-12-20 01:20:58 main:581] : INFO : Epoch 697 | loss: 0.00106393 | val_loss: 0.00110502 | Time: 1502.09 ms
[2020-12-20 01:20:59 main:581] : INFO : Epoch 698 | loss: 0.00106846 | val_loss: 0.00111298 | Time: 1448.89 ms
[2020-12-20 01:21:01 main:581] : INFO : Epoch 699 | loss: 0.00106714 | val_loss: 0.00110434 | Time: 1501.71 ms
[2020-12-20 01:21:02 main:581] : INFO : Epoch 700 | loss: 0.00106279 | val_loss: 0.0011002 | Time: 1510.5 ms
[2020-12-20 01:21:04 main:581] : INFO : Epoch 701 | loss: 0.00106227 | val_loss: 0.00110164 | Time: 1476.51 ms
[2020-12-20 01:21:05 main:581] : INFO : Epoch 702 | loss: 0.00106253 | val_loss: 0.00109978 | Time: 1464.13 ms
[2020-12-20 01:21:07 main:581] : INFO : Epoch 703 | loss: 0.00106175 | val_loss: 0.00109947 | Time: 1466.46 ms
[2020-12-20 01:21:08 main:581] : INFO : Epoch 704 | loss: 0.00106583 | val_loss: 0.00110407 | Time: 1482.21 ms
[2020-12-20 01:21:10 main:581] : INFO : Epoch 705 | loss: 0.00106834 | val_loss: 0.00110373 | Time: 1487.23 ms
[2020-12-20 01:21:11 main:581] : INFO : Epoch 706 | loss: 0.00106759 | val_loss: 0.00110587 | Time: 1477.76 ms
[2020-12-20 01:21:12 main:581] : INFO : Epoch 707 | loss: 0.00106794 | val_loss: 0.00109836 | Time: 1426.77 ms
[2020-12-20 01:21:14 main:581] : INFO : Epoch 708 | loss: 0.00106374 | val_loss: 0.00110395 | Time: 1451.24 ms
[2020-12-20 01:21:15 main:581] : INFO : Epoch 709 | loss: 0.0010638 | val_loss: 0.00110231 | Time: 1472.6 ms
[2020-12-20 01:21:17 main:581] : INFO : Epoch 710 | loss: 0.00106167 | val_loss: 0.00109863 | Time: 1473.14 ms
[2020-12-20 01:21:18 main:581] : INFO : Epoch 711 | loss: 0.00106218 | val_loss: 0.00109962 | Time: 1427.57 ms
[2020-12-20 01:21:20 main:581] : INFO : Epoch 712 | loss: 0.00106421 | val_loss: 0.00109877 | Time: 1440.2 ms
[2020-12-20 01:21:21 main:581] : INFO : Epoch 713 | loss: 0.00106316 | val_loss: 0.0011001 | Time: 1442.83 ms
[2020-12-20 01:21:23 main:581] : INFO : Epoch 714 | loss: 0.00107192 | val_loss: 0.00110728 | Time: 1453.89 ms
[2020-12-20 01:21:24 main:581] : INFO : Epoch 715 | loss: 0.00106778 | val_loss: 0.00110187 | Time: 1440.65 ms
[2020-12-20 01:21:26 main:581] : INFO : Epoch 716 | loss: 0.00106415 | val_loss: 0.00109844 | Time: 1440.1 ms
[2020-12-20 01:21:27 main:581] : INFO : Epoch 717 | loss: 0.00106396 | val_loss: 0.00110135 | Time: 1430.74 ms
[2020-12-20 01:21:28 main:581] : INFO : Epoch 718 | loss: 0.00106591 | val_loss: 0.00110324 | Time: 1428.5 ms
[2020-12-20 01:21:30 main:581] : INFO : Epoch 719 | loss: 0.00106543 | val_loss: 0.00110174 | Time: 1443.37 ms
[2020-12-20 01:21:31 main:581] : INFO : Epoch 720 | loss: 0.00106496 | val_loss: 0.00110279 | Time: 1451.72 ms
[2020-12-20 01:21:33 main:581] : INFO : Epoch 721 | loss: 0.0010699 | val_loss: 0.00110119 | Time: 1436.69 ms
[2020-12-20 01:21:34 main:581] : INFO : Epoch 722 | loss: 0.00106647 | val_loss: 0.00110344 | Time: 1428.65 ms
[2020-12-20 01:21:36 main:581] : INFO : Epoch 723 | loss: 0.00106663 | val_loss: 0.00110206 | Time: 1449.91 ms
[2020-12-20 01:21:37 main:581] : INFO : Epoch 724 | loss: 0.00106643 | val_loss: 0.0011041 | Time: 1425.87 ms
[2020-12-20 01:21:38 main:581] : INFO : Epoch 725 | loss: 0.0010648 | val_loss: 0.00110046 | Time: 1432.99 ms
[2020-12-20 01:21:40 main:581] : INFO : Epoch 726 | loss: 0.00106447 | val_loss: 0.00110272 | Time: 1443.26 ms
[2020-12-20 01:21:41 main:581] : INFO : Epoch 727 | loss: 0.00106828 | val_loss: 0.00110245 | Time: 1440.57 ms
[2020-12-20 01:21:43 main:581] : INFO : Epoch 728 | loss: 0.00106735 | val_loss: 0.00110006 | Time: 1457.71 ms
[2020-12-20 01:21:44 main:581] : INFO : Epoch 729 | loss: 0.00106466 | val_loss: 0.00110258 | Time: 1469.54 ms
[2020-12-20 01:21:46 main:581] : INFO : Epoch 730 | loss: 0.00106464 | val_loss: 0.00110072 | Time: 1477.24 ms
[2020-12-20 01:21:47 main:581] : INFO : Epoch 731 | loss: 0.0010628 | val_loss: 0.00110191 | Time: 1487.14 ms
[2020-12-20 01:21:49 main:581] : INFO : Epoch 732 | loss: 0.00106847 | val_loss: 0.00110262 | Time: 1465.09 ms
[2020-12-20 01:21:50 main:581] : INFO : Epoch 733 | loss: 0.00106306 | val_loss: 0.00110079 | Time: 1479.25 ms
[2020-12-20 01:21:52 main:581] : INFO : Epoch 734 | loss: 0.00106521 | val_loss: 0.00110609 | Time: 1480.47 ms
[2020-12-20 01:21:53 main:581] : INFO : Epoch 735 | loss: 0.00106596 | val_loss: 0.00110697 | Time: 1444.45 ms
[2020-12-20 01:21:55 main:581] : INFO : Epoch 736 | loss: 0.00106552 | val_loss: 0.00110365 | Time: 1485.66 ms
[2020-12-20 01:21:56 main:581] : INFO : Epoch 737 | loss: 0.00106336 | val_loss: 0.00110207 | Time: 1504.81 ms
[2020-12-20 01:21:58 main:581] : INFO : Epoch 738 | loss: 0.00106538 | val_loss: 0.00110459 | Time: 1466.67 ms
[2020-12-20 01:21:59 main:581] : INFO : Epoch 739 | loss: 0.0010647 | val_loss: 0.00110146 | Time: 1471.22 ms
[2020-12-20 01:22:01 main:581] : INFO : Epoch 740 | loss: 0.00106525 | val_loss: 0.00110545 | Time: 1496.02 ms
[2020-12-20 01:22:02 main:581] : INFO : Epoch 741 | loss: 0.00106741 | val_loss: 0.00110429 | Time: 1488.9 ms
[2020-12-20 01:22:03 main:581] : INFO : Epoch 742 | loss: 0.00106294 | val_loss: 0.00109992 | Time: 1475.2 ms
[2020-12-20 01:22:05 main:581] : INFO : Epoch 743 | loss: 0.00106198 | val_loss: 0.00109964 | Time: 1473.73 ms
[2020-12-20 01:22:06 main:581] : INFO : Epoch 744 | loss: 0.00106414 | val_loss: 0.00110155 | Time: 1453.5 ms
[2020-12-20 01:22:08 main:581] : INFO : Epoch 745 | loss: 0.00106844 | val_loss: 0.00110783 | Time: 1485.63 ms
[2020-12-20 01:22:09 main:581] : INFO : Epoch 746 | loss: 0.0010677 | val_loss: 0.00110507 | Time: 1470.09 ms
[2020-12-20 01:22:11 main:581] : INFO : Epoch 747 | loss: 0.00106486 | val_loss: 0.00110396 | Time: 1502.05 ms
[2020-12-20 01:22:12 main:581] : INFO : Epoch 748 | loss: 0.00106873 | val_loss: 0.00110207 | Time: 1445.56 ms
[2020-12-20 01:22:14 main:581] : INFO : Epoch 749 | loss: 0.00106648 | val_loss: 0.00111049 | Time: 1451.68 ms
[2020-12-20 01:22:15 main:581] : INFO : Epoch 750 | loss: 0.00106575 | val_loss: 0.00110203 | Time: 1450.59 ms
[2020-12-20 01:22:17 main:581] : INFO : Epoch 751 | loss: 0.00106404 | val_loss: 0.00110016 | Time: 1439.85 ms
[2020-12-20 01:22:18 main:581] : INFO : Epoch 752 | loss: 0.0010636 | val_loss: 0.00109984 | Time: 1475.73 ms
[2020-12-20 01:22:20 main:581] : INFO : Epoch 753 | loss: 0.00106372 | val_loss: 0.00110381 | Time: 1494.59 ms
[2020-12-20 01:22:21 main:581] : INFO : Epoch 754 | loss: 0.00106914 | val_loss: 0.0011068 | Time: 1479.55 ms
[2020-12-20 01:22:23 main:581] : INFO : Epoch 755 | loss: 0.00106492 | val_loss: 0.00110056 | Time: 1472.12 ms
[2020-12-20 01:22:24 main:581] : INFO : Epoch 756 | loss: 0.00106317 | val_loss: 0.00110132 | Time: 1486.16 ms
[2020-12-20 01:22:26 main:581] : INFO : Epoch 757 | loss: 0.00106413 | val_loss: 0.00110322 | Time: 1482.1 ms
[2020-12-20 01:22:27 main:581] : INFO : Epoch 758 | loss: 0.00106848 | val_loss: 0.00110478 | Time: 1495.72 ms
[2020-12-20 01:22:29 main:581] : INFO : Epoch 759 | loss: 0.00106994 | val_loss: 0.00111386 | Time: 1462.1 ms
[2020-12-20 01:22:30 main:581] : INFO : Epoch 760 | loss: 0.00107093 | val_loss: 0.00110761 | Time: 1471.64 ms
[2020-12-20 01:22:31 main:581] : INFO : Epoch 761 | loss: 0.00106909 | val_loss: 0.00110294 | Time: 1481.6 ms
[2020-12-20 01:22:33 main:581] : INFO : Epoch 762 | loss: 0.00106585 | val_loss: 0.00110006 | Time: 1479.59 ms
[2020-12-20 01:22:34 main:581] : INFO : Epoch 763 | loss: 0.00106359 | val_loss: 0.00110236 | Time: 1479.08 ms
[2020-12-20 01:22:36 main:581] : INFO : Epoch 764 | loss: 0.00106624 | val_loss: 0.00110097 | Time: 1509.07 ms
[2020-12-20 01:22:37 main:581] : INFO : Epoch 765 | loss: 0.00106695 | val_loss: 0.0011058 | Time: 1487.82 ms
[2020-12-20 01:22:39 main:581] : INFO : Epoch 766 | loss: 0.00106648 | val_loss: 0.00110019 | Time: 1485.33 ms
[2020-12-20 01:22:40 main:581] : INFO : Epoch 767 | loss: 0.00106238 | val_loss: 0.00109836 | Time: 1499.86 ms
[2020-12-20 01:22:42 main:581] : INFO : Epoch 768 | loss: 0.00106338 | val_loss: 0.00109969 | Time: 1521.26 ms
[2020-12-20 01:22:43 main:581] : INFO : Epoch 769 | loss: 0.00106441 | val_loss: 0.00111 | Time: 1477.03 ms
[2020-12-20 01:22:45 main:581] : INFO : Epoch 770 | loss: 0.00107755 | val_loss: 0.00110907 | Time: 1484.01 ms
[2020-12-20 01:22:46 main:581] : INFO : Epoch 771 | loss: 0.00106951 | val_loss: 0.00110422 | Time: 1464.12 ms
[2020-12-20 01:22:48 main:581] : INFO : Epoch 772 | loss: 0.00106792 | val_loss: 0.00110042 | Time: 1516.96 ms
[2020-12-20 01:22:49 main:581] : INFO : Epoch 773 | loss: 0.00106735 | val_loss: 0.00110118 | Time: 1484.75 ms
[2020-12-20 01:22:51 main:581] : INFO : Epoch 774 | loss: 0.00106755 | val_loss: 0.00110138 | Time: 1489.28 ms
[2020-12-20 01:22:52 main:581] : INFO : Epoch 775 | loss: 0.00106509 | val_loss: 0.00110174 | Time: 1476.55 ms
[2020-12-20 01:22:54 main:581] : INFO : Epoch 776 | loss: 0.00106409 | val_loss: 0.00110571 | Time: 1495.84 ms
[2020-12-20 01:22:55 main:581] : INFO : Epoch 777 | loss: 0.00106831 | val_loss: 0.00110199 | Time: 1483.22 ms
[2020-12-20 01:22:57 main:581] : INFO : Epoch 778 | loss: 0.00106636 | val_loss: 0.0011029 | Time: 1485.68 ms
[2020-12-20 01:22:58 main:581] : INFO : Epoch 779 | loss: 0.00106763 | val_loss: 0.00110143 | Time: 1489.69 ms
[2020-12-20 01:23:00 main:581] : INFO : Epoch 780 | loss: 0.00106573 | val_loss: 0.00110404 | Time: 1476.6 ms
[2020-12-20 01:23:01 main:581] : INFO : Epoch 781 | loss: 0.00106602 | val_loss: 0.00110148 | Time: 1486.75 ms
[2020-12-20 01:23:03 main:581] : INFO : Epoch 782 | loss: 0.00106734 | val_loss: 0.00110143 | Time: 1503.67 ms
[2020-12-20 01:23:04 main:581] : INFO : Epoch 783 | loss: 0.00106737 | val_loss: 0.00110124 | Time: 1505.33 ms
[2020-12-20 01:23:06 main:581] : INFO : Epoch 784 | loss: 0.00106725 | val_loss: 0.00110267 | Time: 1492.17 ms
[2020-12-20 01:23:07 main:581] : INFO : Epoch 785 | loss: 0.00106554 | val_loss: 0.00110345 | Time: 1506.09 ms
[2020-12-20 01:23:09 main:581] : INFO : Epoch 786 | loss: 0.00106684 | val_loss: 0.00110709 | Time: 1536.11 ms
[2020-12-20 01:23:10 main:581] : INFO : Epoch 787 | loss: 0.00106596 | val_loss: 0.00110062 | Time: 1488.19 ms
[2020-12-20 01:23:12 main:581] : INFO : Epoch 788 | loss: 0.00106397 | val_loss: 0.00110306 | Time: 1492.75 ms
[2020-12-20 01:23:13 main:581] : INFO : Epoch 789 | loss: 0.00106612 | val_loss: 0.00110387 | Time: 1499.11 ms
[2020-12-20 01:23:15 main:581] : INFO : Epoch 790 | loss: 0.00107308 | val_loss: 0.00110293 | Time: 1486.99 ms
[2020-12-20 01:23:16 main:581] : INFO : Epoch 791 | loss: 0.00106414 | val_loss: 0.00110126 | Time: 1432.28 ms
[2020-12-20 01:23:18 main:581] : INFO : Epoch 792 | loss: 0.00106211 | val_loss: 0.00109972 | Time: 1454.59 ms
[2020-12-20 01:23:19 main:581] : INFO : Epoch 793 | loss: 0.00106332 | val_loss: 0.00110207 | Time: 1501.36 ms
[2020-12-20 01:23:21 main:581] : INFO : Epoch 794 | loss: 0.00106402 | val_loss: 0.0011003 | Time: 1501.81 ms
[2020-12-20 01:23:22 main:581] : INFO : Epoch 795 | loss: 0.0010675 | val_loss: 0.00111581 | Time: 1461.27 ms
[2020-12-20 01:23:24 main:581] : INFO : Epoch 796 | loss: 0.00106981 | val_loss: 0.00110988 | Time: 1497.67 ms
[2020-12-20 01:23:25 main:581] : INFO : Epoch 797 | loss: 0.00106982 | val_loss: 0.00110562 | Time: 1494.86 ms
[2020-12-20 01:23:27 main:581] : INFO : Epoch 798 | loss: 0.00106478 | val_loss: 0.00110357 | Time: 1505.14 ms
[2020-12-20 01:23:28 main:581] : INFO : Epoch 799 | loss: 0.00106591 | val_loss: 0.00110175 | Time: 1493.26 ms
[2020-12-20 01:23:30 main:581] : INFO : Epoch 800 | loss: 0.00106429 | val_loss: 0.00110227 | Time: 1456.89 ms
[2020-12-20 01:23:31 main:581] : INFO : Epoch 801 | loss: 0.0010825 | val_loss: 0.0011063 | Time: 1506 ms
[2020-12-20 01:23:33 main:581] : INFO : Epoch 802 | loss: 0.0010729 | val_loss: 0.00111125 | Time: 1501.53 ms
[2020-12-20 01:23:34 main:581] : INFO : Epoch 803 | loss: 0.00107052 | val_loss: 0.00110096 | Time: 1489.58 ms
[2020-12-20 01:23:36 main:581] : INFO : Epoch 804 | loss: 0.00106819 | val_loss: 0.00110393 | Time: 1511.78 ms
[2020-12-20 01:23:37 main:581] : INFO : Epoch 805 | loss: 0.00106575 | val_loss: 0.00110174 | Time: 1513.25 ms
[2020-12-20 01:23:39 main:581] : INFO : Epoch 806 | loss: 0.00106714 | val_loss: 0.00110799 | Time: 1482.19 ms
[2020-12-20 01:23:40 main:581] : INFO : Epoch 807 | loss: 0.00106809 | val_loss: 0.00110223 | Time: 1471.71 ms
[2020-12-20 01:23:42 main:581] : INFO : Epoch 808 | loss: 0.00106469 | val_loss: 0.00110108 | Time: 1475.6 ms
[2020-12-20 01:23:43 main:581] : INFO : Epoch 809 | loss: 0.00106724 | val_loss: 0.00110386 | Time: 1485.69 ms
[2020-12-20 01:23:45 main:581] : INFO : Epoch 810 | loss: 0.00106683 | val_loss: 0.00110606 | Time: 1541.79 ms
[2020-12-20 01:23:46 main:581] : INFO : Epoch 811 | loss: 0.00106613 | val_loss: 0.00110216 | Time: 1504.83 ms
[2020-12-20 01:23:48 main:581] : INFO : Epoch 812 | loss: 0.00106634 | val_loss: 0.00110502 | Time: 1479.89 ms
[2020-12-20 01:23:49 main:581] : INFO : Epoch 813 | loss: 0.001065 | val_loss: 0.00110055 | Time: 1406.59 ms
[2020-12-20 01:23:50 main:581] : INFO : Epoch 814 | loss: 0.00106567 | val_loss: 0.00110274 | Time: 1429.06 ms
[2020-12-20 01:23:52 main:581] : INFO : Epoch 815 | loss: 0.00106548 | val_loss: 0.00110219 | Time: 1483.52 ms
[2020-12-20 01:23:53 main:581] : INFO : Epoch 816 | loss: 0.00106413 | val_loss: 0.00110064 | Time: 1497.24 ms
[2020-12-20 01:23:55 main:581] : INFO : Epoch 817 | loss: 0.00106745 | val_loss: 0.00110756 | Time: 1465.26 ms
[2020-12-20 01:23:56 main:581] : INFO : Epoch 818 | loss: 0.00106554 | val_loss: 0.00110265 | Time: 1492.26 ms
[2020-12-20 01:23:58 main:581] : INFO : Epoch 819 | loss: 0.00106408 | val_loss: 0.00110285 | Time: 1497.87 ms
[2020-12-20 01:23:59 main:581] : INFO : Epoch 820 | loss: 0.00106915 | val_loss: 0.00111827 | Time: 1500.58 ms
[2020-12-20 01:24:01 main:581] : INFO : Epoch 821 | loss: 0.00106928 | val_loss: 0.00110528 | Time: 1456.7 ms
[2020-12-20 01:24:02 main:581] : INFO : Epoch 822 | loss: 0.00106585 | val_loss: 0.00110195 | Time: 1471.79 ms
[2020-12-20 01:24:04 main:581] : INFO : Epoch 823 | loss: 0.00106656 | val_loss: 0.00110878 | Time: 1486.53 ms
[2020-12-20 01:24:05 main:581] : INFO : Epoch 824 | loss: 0.00106815 | val_loss: 0.001103 | Time: 1469.27 ms
[2020-12-20 01:24:07 main:581] : INFO : Epoch 825 | loss: 0.00106727 | val_loss: 0.0011051 | Time: 1511.5 ms
[2020-12-20 01:24:08 main:581] : INFO : Epoch 826 | loss: 0.00106723 | val_loss: 0.00110712 | Time: 1499.03 ms
[2020-12-20 01:24:10 main:581] : INFO : Epoch 827 | loss: 0.00107167 | val_loss: 0.0011035 | Time: 1506.19 ms
[2020-12-20 01:24:11 main:581] : INFO : Epoch 828 | loss: 0.00106739 | val_loss: 0.00110527 | Time: 1469.63 ms
[2020-12-20 01:24:13 main:581] : INFO : Epoch 829 | loss: 0.00106819 | val_loss: 0.00110459 | Time: 1480.41 ms
[2020-12-20 01:24:14 main:581] : INFO : Epoch 830 | loss: 0.00107102 | val_loss: 0.00111616 | Time: 1501.02 ms
[2020-12-20 01:24:16 main:581] : INFO : Epoch 831 | loss: 0.00106833 | val_loss: 0.00110595 | Time: 1482.87 ms
[2020-12-20 01:24:17 main:581] : INFO : Epoch 832 | loss: 0.00106868 | val_loss: 0.0011054 | Time: 1484.29 ms
[2020-12-20 01:24:19 main:581] : INFO : Epoch 833 | loss: 0.00106675 | val_loss: 0.00109787 | Time: 1480.69 ms
[2020-12-20 01:24:20 main:581] : INFO : Epoch 834 | loss: 0.00106669 | val_loss: 0.0011032 | Time: 1480.47 ms
[2020-12-20 01:24:22 main:581] : INFO : Epoch 835 | loss: 0.00106769 | val_loss: 0.00110007 | Time: 1475.33 ms
[2020-12-20 01:24:23 main:581] : INFO : Epoch 836 | loss: 0.00106639 | val_loss: 0.00110381 | Time: 1464.7 ms
[2020-12-20 01:24:24 main:581] : INFO : Epoch 837 | loss: 0.00106585 | val_loss: 0.00110525 | Time: 1479.72 ms
[2020-12-20 01:24:26 main:581] : INFO : Epoch 838 | loss: 0.00106676 | val_loss: 0.00110481 | Time: 1471.28 ms
[2020-12-20 01:24:27 main:581] : INFO : Epoch 839 | loss: 0.00106637 | val_loss: 0.00110398 | Time: 1479.45 ms
[2020-12-20 01:24:29 main:581] : INFO : Epoch 840 | loss: 0.00106492 | val_loss: 0.00109869 | Time: 1441.15 ms
[2020-12-20 01:24:30 main:581] : INFO : Epoch 841 | loss: 0.00106397 | val_loss: 0.0011032 | Time: 1445.6 ms
[2020-12-20 01:24:32 main:581] : INFO : Epoch 842 | loss: 0.0010664 | val_loss: 0.00110965 | Time: 1454.3 ms
[2020-12-20 01:24:33 main:581] : INFO : Epoch 843 | loss: 0.00107403 | val_loss: 0.00110461 | Time: 1443.97 ms
[2020-12-20 01:24:35 main:581] : INFO : Epoch 844 | loss: 0.00106617 | val_loss: 0.00110282 | Time: 1444.96 ms
[2020-12-20 01:24:36 main:581] : INFO : Epoch 845 | loss: 0.00106405 | val_loss: 0.00109834 | Time: 1423.99 ms
[2020-12-20 01:24:38 main:581] : INFO : Epoch 846 | loss: 0.0010634 | val_loss: 0.00110249 | Time: 1406.02 ms
[2020-12-20 01:24:39 main:581] : INFO : Epoch 847 | loss: 0.00106697 | val_loss: 0.00109873 | Time: 1432.56 ms
[2020-12-20 01:24:40 main:581] : INFO : Epoch 848 | loss: 0.00106507 | val_loss: 0.00110388 | Time: 1418.74 ms
[2020-12-20 01:24:42 main:581] : INFO : Epoch 849 | loss: 0.00106748 | val_loss: 0.00110368 | Time: 1431.39 ms
[2020-12-20 01:24:43 main:581] : INFO : Epoch 850 | loss: 0.0010665 | val_loss: 0.00110424 | Time: 1418.85 ms
[2020-12-20 01:24:45 main:581] : INFO : Epoch 851 | loss: 0.00106689 | val_loss: 0.001106 | Time: 1419.11 ms
[2020-12-20 01:24:46 main:581] : INFO : Epoch 852 | loss: 0.00106798 | val_loss: 0.00110344 | Time: 1421.63 ms
[2020-12-20 01:24:47 main:581] : INFO : Epoch 853 | loss: 0.00106504 | val_loss: 0.00110366 | Time: 1418.63 ms
[2020-12-20 01:24:49 main:581] : INFO : Epoch 854 | loss: 0.00106593 | val_loss: 0.00110316 | Time: 1415.28 ms
[2020-12-20 01:24:50 main:581] : INFO : Epoch 855 | loss: 0.00106664 | val_loss: 0.00110791 | Time: 1410.58 ms
[2020-12-20 01:24:52 main:581] : INFO : Epoch 856 | loss: 0.00106895 | val_loss: 0.00111348 | Time: 1433.84 ms
[2020-12-20 01:24:53 main:581] : INFO : Epoch 857 | loss: 0.00106988 | val_loss: 0.0011026 | Time: 1510.99 ms
[2020-12-20 01:24:55 main:581] : INFO : Epoch 858 | loss: 0.00106512 | val_loss: 0.00110131 | Time: 1526.3 ms
[2020-12-20 01:24:56 main:581] : INFO : Epoch 859 | loss: 0.00106365 | val_loss: 0.00109947 | Time: 1494.57 ms
[2020-12-20 01:24:58 main:581] : INFO : Epoch 860 | loss: 0.00106723 | val_loss: 0.00110518 | Time: 1490.39 ms
[2020-12-20 01:24:59 main:581] : INFO : Epoch 861 | loss: 0.00106688 | val_loss: 0.00110211 | Time: 1508.8 ms
[2020-12-20 01:25:01 main:581] : INFO : Epoch 862 | loss: 0.00106575 | val_loss: 0.00110339 | Time: 1487.34 ms
[2020-12-20 01:25:02 main:581] : INFO : Epoch 863 | loss: 0.00107089 | val_loss: 0.00111564 | Time: 1505.73 ms
[2020-12-20 01:25:04 main:581] : INFO : Epoch 864 | loss: 0.00109128 | val_loss: 0.00111298 | Time: 1481.25 ms
[2020-12-20 01:25:05 main:581] : INFO : Epoch 865 | loss: 0.0011002 | val_loss: 0.00110964 | Time: 1475.34 ms
[2020-12-20 01:25:07 main:581] : INFO : Epoch 866 | loss: 0.00107836 | val_loss: 0.00110199 | Time: 1485.57 ms
[2020-12-20 01:25:08 main:581] : INFO : Epoch 867 | loss: 0.00107524 | val_loss: 0.00110977 | Time: 1470.57 ms
[2020-12-20 01:25:10 main:581] : INFO : Epoch 868 | loss: 0.00107431 | val_loss: 0.00110038 | Time: 1460.77 ms
[2020-12-20 01:25:11 main:581] : INFO : Epoch 869 | loss: 0.00107154 | val_loss: 0.00110185 | Time: 1466.76 ms
[2020-12-20 01:25:13 main:581] : INFO : Epoch 870 | loss: 0.00107024 | val_loss: 0.00109829 | Time: 1427.01 ms
[2020-12-20 01:25:14 main:581] : INFO : Epoch 871 | loss: 0.00106914 | val_loss: 0.00110025 | Time: 1444.13 ms
[2020-12-20 01:25:15 main:581] : INFO : Epoch 872 | loss: 0.00106876 | val_loss: 0.00110045 | Time: 1446.39 ms
[2020-12-20 01:25:17 main:581] : INFO : Epoch 873 | loss: 0.00106988 | val_loss: 0.00110265 | Time: 1394.85 ms
[2020-12-20 01:25:18 main:581] : INFO : Epoch 874 | loss: 0.00106812 | val_loss: 0.00109912 | Time: 1385.22 ms
[2020-12-20 01:25:20 main:581] : INFO : Epoch 875 | loss: 0.00107044 | val_loss: 0.00110078 | Time: 1381.78 ms
[2020-12-20 01:25:21 main:581] : INFO : Epoch 876 | loss: 0.00106926 | val_loss: 0.00110145 | Time: 1385.46 ms
[2020-12-20 01:25:22 main:581] : INFO : Epoch 877 | loss: 0.0010776 | val_loss: 0.00111232 | Time: 1394.1 ms
[2020-12-20 01:25:24 main:581] : INFO : Epoch 878 | loss: 0.00107312 | val_loss: 0.00110205 | Time: 1396.65 ms
[2020-12-20 01:25:25 main:581] : INFO : Epoch 879 | loss: 0.00106722 | val_loss: 0.001096 | Time: 1392.28 ms
[2020-12-20 01:25:27 main:581] : INFO : Epoch 880 | loss: 0.00106787 | val_loss: 0.00109959 | Time: 1392.04 ms
[2020-12-20 01:25:28 main:581] : INFO : Epoch 881 | loss: 0.00106773 | val_loss: 0.00109751 | Time: 1387.92 ms
[2020-12-20 01:25:29 main:581] : INFO : Epoch 882 | loss: 0.00106805 | val_loss: 0.00110209 | Time: 1447.72 ms
[2020-12-20 01:25:31 main:581] : INFO : Epoch 883 | loss: 0.00106985 | val_loss: 0.00110051 | Time: 1499.91 ms
[2020-12-20 01:25:32 main:581] : INFO : Epoch 884 | loss: 0.0010687 | val_loss: 0.00110205 | Time: 1511.2 ms
[2020-12-20 01:25:34 main:581] : INFO : Epoch 885 | loss: 0.00106863 | val_loss: 0.00109883 | Time: 1512.11 ms
[2020-12-20 01:25:35 main:581] : INFO : Epoch 886 | loss: 0.00106739 | val_loss: 0.00110136 | Time: 1507.69 ms
[2020-12-20 01:25:37 main:581] : INFO : Epoch 887 | loss: 0.00106824 | val_loss: 0.00110338 | Time: 1514.66 ms
[2020-12-20 01:25:38 main:581] : INFO : Epoch 888 | loss: 0.00106709 | val_loss: 0.00110203 | Time: 1541 ms
[2020-12-20 01:25:40 main:581] : INFO : Epoch 889 | loss: 0.00107087 | val_loss: 0.00110426 | Time: 1470.85 ms
[2020-12-20 01:25:41 main:581] : INFO : Epoch 890 | loss: 0.0010764 | val_loss: 0.0011053 | Time: 1481.65 ms
[2020-12-20 01:25:43 main:581] : INFO : Epoch 891 | loss: 0.00106942 | val_loss: 0.00110315 | Time: 1500.91 ms
[2020-12-20 01:25:44 main:581] : INFO : Epoch 892 | loss: 0.00106665 | val_loss: 0.00110114 | Time: 1497.9 ms
[2020-12-20 01:25:46 main:581] : INFO : Epoch 893 | loss: 0.00107027 | val_loss: 0.00110399 | Time: 1491.98 ms
[2020-12-20 01:25:47 main:581] : INFO : Epoch 894 | loss: 0.0010699 | val_loss: 0.00110081 | Time: 1471.91 ms
[2020-12-20 01:25:49 main:581] : INFO : Epoch 895 | loss: 0.00106784 | val_loss: 0.00110099 | Time: 1495.98 ms
[2020-12-20 01:25:50 main:581] : INFO : Epoch 896 | loss: 0.00106692 | val_loss: 0.00109997 | Time: 1532.45 ms
[2020-12-20 01:25:52 main:581] : INFO : Epoch 897 | loss: 0.00106778 | val_loss: 0.00110303 | Time: 1514.4 ms
[2020-12-20 01:25:53 main:581] : INFO : Epoch 898 | loss: 0.0010701 | val_loss: 0.00110902 | Time: 1488.95 ms
[2020-12-20 01:25:55 main:581] : INFO : Epoch 899 | loss: 0.001068 | val_loss: 0.0011023 | Time: 1503.45 ms
[2020-12-20 01:25:56 main:581] : INFO : Epoch 900 | loss: 0.00106617 | val_loss: 0.00110168 | Time: 1491.87 ms
[2020-12-20 01:25:58 main:581] : INFO : Epoch 901 | loss: 0.00106502 | val_loss: 0.00109993 | Time: 1478.65 ms
[2020-12-20 01:25:59 main:581] : INFO : Epoch 902 | loss: 0.00106616 | val_loss: 0.00110498 | Time: 1468.95 ms
[2020-12-20 01:26:01 main:581] : INFO : Epoch 903 | loss: 0.00106996 | val_loss: 0.0011064 | Time: 1454.83 ms
[2020-12-20 01:26:02 main:581] : INFO : Epoch 904 | loss: 0.00106986 | val_loss: 0.00110243 | Time: 1467.57 ms
[2020-12-20 01:26:04 main:581] : INFO : Epoch 905 | loss: 0.00106647 | val_loss: 0.00110441 | Time: 1484.87 ms
[2020-12-20 01:26:05 main:581] : INFO : Epoch 906 | loss: 0.00106873 | val_loss: 0.00110111 | Time: 1459.54 ms
[2020-12-20 01:26:07 main:581] : INFO : Epoch 907 | loss: 0.00106649 | val_loss: 0.00110093 | Time: 1484.66 ms
[2020-12-20 01:26:08 main:581] : INFO : Epoch 908 | loss: 0.00106778 | val_loss: 0.0011029 | Time: 1448.17 ms
[2020-12-20 01:26:10 main:581] : INFO : Epoch 909 | loss: 0.00106614 | val_loss: 0.00110534 | Time: 1444.67 ms
[2020-12-20 01:26:11 main:581] : INFO : Epoch 910 | loss: 0.00106643 | val_loss: 0.00110401 | Time: 1452.33 ms
[2020-12-20 01:26:13 main:581] : INFO : Epoch 911 | loss: 0.00106705 | val_loss: 0.00110407 | Time: 1454.71 ms
[2020-12-20 01:26:14 main:581] : INFO : Epoch 912 | loss: 0.00106584 | val_loss: 0.00110133 | Time: 1434.92 ms
[2020-12-20 01:26:15 main:581] : INFO : Epoch 913 | loss: 0.00106397 | val_loss: 0.00109935 | Time: 1402.29 ms
[2020-12-20 01:26:17 main:581] : INFO : Epoch 914 | loss: 0.00106621 | val_loss: 0.0011052 | Time: 1392.3 ms
[2020-12-20 01:26:18 main:581] : INFO : Epoch 915 | loss: 0.00106983 | val_loss: 0.00110389 | Time: 1382.53 ms
[2020-12-20 01:26:20 main:581] : INFO : Epoch 916 | loss: 0.00106909 | val_loss: 0.00110708 | Time: 1393.43 ms
[2020-12-20 01:26:21 main:581] : INFO : Epoch 917 | loss: 0.00106842 | val_loss: 0.00110387 | Time: 1399.55 ms
[2020-12-20 01:26:22 main:581] : INFO : Epoch 918 | loss: 0.00106546 | val_loss: 0.00110054 | Time: 1385.73 ms
[2020-12-20 01:26:24 main:581] : INFO : Epoch 919 | loss: 0.00106703 | val_loss: 0.00110324 | Time: 1394.86 ms
[2020-12-20 01:26:25 main:581] : INFO : Epoch 920 | loss: 0.00106541 | val_loss: 0.00109989 | Time: 1385.3 ms
[2020-12-20 01:26:26 main:581] : INFO : Epoch 921 | loss: 0.00106647 | val_loss: 0.00110483 | Time: 1394.19 ms
[2020-12-20 01:26:28 main:581] : INFO : Epoch 922 | loss: 0.00106844 | val_loss: 0.0011061 | Time: 1472.74 ms
[2020-12-20 01:26:29 main:581] : INFO : Epoch 923 | loss: 0.00107031 | val_loss: 0.00110239 | Time: 1481.2 ms
[2020-12-20 01:26:31 main:581] : INFO : Epoch 924 | loss: 0.00107015 | val_loss: 0.00110257 | Time: 1509.72 ms
[2020-12-20 01:26:32 main:581] : INFO : Epoch 925 | loss: 0.00106592 | val_loss: 0.00110089 | Time: 1462.65 ms
[2020-12-20 01:26:34 main:581] : INFO : Epoch 926 | loss: 0.00106687 | val_loss: 0.00110652 | Time: 1449.23 ms
[2020-12-20 01:26:35 main:581] : INFO : Epoch 927 | loss: 0.00107021 | val_loss: 0.00110412 | Time: 1437.47 ms
[2020-12-20 01:26:37 main:581] : INFO : Epoch 928 | loss: 0.00106777 | val_loss: 0.00110696 | Time: 1474.94 ms
[2020-12-20 01:26:38 main:581] : INFO : Epoch 929 | loss: 0.00106643 | val_loss: 0.0011026 | Time: 1488.07 ms
[2020-12-20 01:26:40 main:581] : INFO : Epoch 930 | loss: 0.00106513 | val_loss: 0.0011005 | Time: 1509.05 ms
[2020-12-20 01:26:41 main:581] : INFO : Epoch 931 | loss: 0.00106574 | val_loss: 0.00110284 | Time: 1500.65 ms
[2020-12-20 01:26:43 main:581] : INFO : Epoch 932 | loss: 0.00106727 | val_loss: 0.00110433 | Time: 1496.45 ms
[2020-12-20 01:26:44 main:581] : INFO : Epoch 933 | loss: 0.00106838 | val_loss: 0.00110532 | Time: 1509.12 ms
[2020-12-20 01:26:46 main:581] : INFO : Epoch 934 | loss: 0.00107164 | val_loss: 0.00111309 | Time: 1515.53 ms
[2020-12-20 01:26:47 main:581] : INFO : Epoch 935 | loss: 0.00106743 | val_loss: 0.0011078 | Time: 1514.58 ms
[2020-12-20 01:26:49 main:581] : INFO : Epoch 936 | loss: 0.001068 | val_loss: 0.00110652 | Time: 1468.08 ms
[2020-12-20 01:26:50 main:581] : INFO : Epoch 937 | loss: 0.0010712 | val_loss: 0.00112298 | Time: 1483.55 ms
[2020-12-20 01:26:52 main:581] : INFO : Epoch 938 | loss: 0.00107248 | val_loss: 0.00110524 | Time: 1494.48 ms
[2020-12-20 01:26:53 main:581] : INFO : Epoch 939 | loss: 0.00106557 | val_loss: 0.00110075 | Time: 1494.34 ms
[2020-12-20 01:26:55 main:581] : INFO : Epoch 940 | loss: 0.00106455 | val_loss: 0.00110197 | Time: 1512.47 ms
[2020-12-20 01:26:56 main:581] : INFO : Epoch 941 | loss: 0.00106544 | val_loss: 0.00110353 | Time: 1526.08 ms
[2020-12-20 01:26:58 main:581] : INFO : Epoch 942 | loss: 0.00106629 | val_loss: 0.00110328 | Time: 1549.99 ms
[2020-12-20 01:26:59 main:581] : INFO : Epoch 943 | loss: 0.00106725 | val_loss: 0.00110671 | Time: 1509.54 ms
[2020-12-20 01:27:01 main:581] : INFO : Epoch 944 | loss: 0.00107019 | val_loss: 0.00110417 | Time: 1486.18 ms
[2020-12-20 01:27:02 main:581] : INFO : Epoch 945 | loss: 0.00106519 | val_loss: 0.00110045 | Time: 1454.12 ms
[2020-12-20 01:27:04 main:581] : INFO : Epoch 946 | loss: 0.00106468 | val_loss: 0.00110587 | Time: 1443.84 ms
[2020-12-20 01:27:05 main:581] : INFO : Epoch 947 | loss: 0.00106366 | val_loss: 0.00110437 | Time: 1445.3 ms
[2020-12-20 01:27:07 main:581] : INFO : Epoch 948 | loss: 0.00107183 | val_loss: 0.00110767 | Time: 1448.64 ms
[2020-12-20 01:27:08 main:581] : INFO : Epoch 949 | loss: 0.0010651 | val_loss: 0.0011013 | Time: 1466.8 ms
[2020-12-20 01:27:10 main:581] : INFO : Epoch 950 | loss: 0.00106584 | val_loss: 0.00110499 | Time: 1454.77 ms
[2020-12-20 01:27:11 main:581] : INFO : Epoch 951 | loss: 0.00106464 | val_loss: 0.00109968 | Time: 1448.99 ms
[2020-12-20 01:27:12 main:581] : INFO : Epoch 952 | loss: 0.00106359 | val_loss: 0.00110174 | Time: 1444.1 ms
[2020-12-20 01:27:14 main:581] : INFO : Epoch 953 | loss: 0.00106339 | val_loss: 0.00110016 | Time: 1433.74 ms
[2020-12-20 01:27:15 main:581] : INFO : Epoch 954 | loss: 0.0010617 | val_loss: 0.0011022 | Time: 1410.66 ms
[2020-12-20 01:27:17 main:581] : INFO : Epoch 955 | loss: 0.00106378 | val_loss: 0.00110352 | Time: 1423.06 ms
[2020-12-20 01:27:18 main:581] : INFO : Epoch 956 | loss: 0.0010668 | val_loss: 0.00110312 | Time: 1450.06 ms
[2020-12-20 01:27:20 main:581] : INFO : Epoch 957 | loss: 0.00106395 | val_loss: 0.00110238 | Time: 1414.82 ms
[2020-12-20 01:27:21 main:581] : INFO : Epoch 958 | loss: 0.00106487 | val_loss: 0.00110242 | Time: 1428.02 ms
[2020-12-20 01:27:22 main:581] : INFO : Epoch 959 | loss: 0.00106731 | val_loss: 0.00110245 | Time: 1424.08 ms
[2020-12-20 01:27:24 main:581] : INFO : Epoch 960 | loss: 0.0010648 | val_loss: 0.00110027 | Time: 1418.84 ms
[2020-12-20 01:27:25 main:581] : INFO : Epoch 961 | loss: 0.00106455 | val_loss: 0.00110398 | Time: 1414.57 ms
[2020-12-20 01:27:27 main:581] : INFO : Epoch 962 | loss: 0.00106559 | val_loss: 0.00110341 | Time: 1422.51 ms
[2020-12-20 01:27:28 main:581] : INFO : Epoch 963 | loss: 0.00106451 | val_loss: 0.00110228 | Time: 1451.17 ms
[2020-12-20 01:27:30 main:581] : INFO : Epoch 964 | loss: 0.00106582 | val_loss: 0.00110581 | Time: 1441.53 ms
[2020-12-20 01:27:31 main:581] : INFO : Epoch 965 | loss: 0.00106625 | val_loss: 0.00110417 | Time: 1461.85 ms
[2020-12-20 01:27:32 main:581] : INFO : Epoch 966 | loss: 0.00106601 | val_loss: 0.00110434 | Time: 1461.94 ms
[2020-12-20 01:27:34 main:581] : INFO : Epoch 967 | loss: 0.00106793 | val_loss: 0.00110762 | Time: 1473.66 ms
[2020-12-20 01:27:35 main:581] : INFO : Epoch 968 | loss: 0.00106691 | val_loss: 0.00110197 | Time: 1458.19 ms
[2020-12-20 01:27:37 main:581] : INFO : Epoch 969 | loss: 0.00106489 | val_loss: 0.00110141 | Time: 1440.5 ms
[2020-12-20 01:27:38 main:581] : INFO : Epoch 970 | loss: 0.00106381 | val_loss: 0.00110214 | Time: 1470.42 ms
[2020-12-20 01:27:40 main:581] : INFO : Epoch 971 | loss: 0.00106324 | val_loss: 0.00110181 | Time: 1498.52 ms
[2020-12-20 01:27:41 main:581] : INFO : Epoch 972 | loss: 0.00106385 | val_loss: 0.00110776 | Time: 1489.38 ms
[2020-12-20 01:27:43 main:581] : INFO : Epoch 973 | loss: 0.00106347 | val_loss: 0.00110077 | Time: 1495.79 ms
[2020-12-20 01:27:44 main:581] : INFO : Epoch 974 | loss: 0.00106246 | val_loss: 0.00110537 | Time: 1475.95 ms
[2020-12-20 01:27:46 main:581] : INFO : Epoch 975 | loss: 0.00106675 | val_loss: 0.00110641 | Time: 1476.32 ms
[2020-12-20 01:27:47 main:581] : INFO : Epoch 976 | loss: 0.00106756 | val_loss: 0.0011068 | Time: 1464.49 ms
[2020-12-20 01:27:49 main:581] : INFO : Epoch 977 | loss: 0.00106678 | val_loss: 0.00110494 | Time: 1461.34 ms
[2020-12-20 01:27:50 main:581] : INFO : Epoch 978 | loss: 0.00106473 | val_loss: 0.00110162 | Time: 1500.13 ms
[2020-12-20 01:27:52 main:581] : INFO : Epoch 979 | loss: 0.00106616 | val_loss: 0.00110318 | Time: 1497.79 ms
[2020-12-20 01:27:53 main:581] : INFO : Epoch 980 | loss: 0.00106373 | val_loss: 0.0011026 | Time: 1485.77 ms
[2020-12-20 01:27:55 main:581] : INFO : Epoch 981 | loss: 0.0010649 | val_loss: 0.00110631 | Time: 1510.89 ms
[2020-12-20 01:27:56 main:581] : INFO : Epoch 982 | loss: 0.0010656 | val_loss: 0.00110217 | Time: 1477.77 ms
[2020-12-20 01:27:58 main:581] : INFO : Epoch 983 | loss: 0.001065 | val_loss: 0.00110991 | Time: 1503.51 ms
[2020-12-20 01:27:59 main:581] : INFO : Epoch 984 | loss: 0.0010665 | val_loss: 0.00110451 | Time: 1486.19 ms
[2020-12-20 01:28:01 main:581] : INFO : Epoch 985 | loss: 0.00106913 | val_loss: 0.00110345 | Time: 1481.37 ms
[2020-12-20 01:28:02 main:581] : INFO : Epoch 986 | loss: 0.00106678 | val_loss: 0.00110498 | Time: 1504.46 ms
[2020-12-20 01:28:04 main:581] : INFO : Epoch 987 | loss: 0.00106768 | val_loss: 0.0011045 | Time: 1469.68 ms
[2020-12-20 01:28:05 main:581] : INFO : Epoch 988 | loss: 0.00106581 | val_loss: 0.0011046 | Time: 1493.43 ms
[2020-12-20 01:28:07 main:581] : INFO : Epoch 989 | loss: 0.00106541 | val_loss: 0.00110623 | Time: 1517.6 ms
[2020-12-20 01:28:08 main:581] : INFO : Epoch 990 | loss: 0.00106676 | val_loss: 0.00110233 | Time: 1484.28 ms
[2020-12-20 01:28:10 main:581] : INFO : Epoch 991 | loss: 0.00106459 | val_loss: 0.00110106 | Time: 1474.52 ms
[2020-12-20 01:28:11 main:581] : INFO : Epoch 992 | loss: 0.00106372 | val_loss: 0.00110276 | Time: 1495.47 ms
[2020-12-20 01:28:13 main:581] : INFO : Epoch 993 | loss: 0.00107378 | val_loss: 0.00110748 | Time: 1538.18 ms
[2020-12-20 01:28:14 main:581] : INFO : Epoch 994 | loss: 0.00106945 | val_loss: 0.0011074 | Time: 1519.28 ms
[2020-12-20 01:28:16 main:581] : INFO : Epoch 995 | loss: 0.00106489 | val_loss: 0.00110199 | Time: 1491.03 ms
[2020-12-20 01:28:17 main:581] : INFO : Epoch 996 | loss: 0.00106393 | val_loss: 0.00109866 | Time: 1500.39 ms
[2020-12-20 01:28:19 main:581] : INFO : Epoch 997 | loss: 0.00106219 | val_loss: 0.0011021 | Time: 1491.05 ms
[2020-12-20 01:28:20 main:581] : INFO : Epoch 998 | loss: 0.00106701 | val_loss: 0.00110051 | Time: 1496.4 ms
[2020-12-20 01:28:22 main:581] : INFO : Epoch 999 | loss: 0.00106327 | val_loss: 0.001099 | Time: 1478.7 ms
[2020-12-20 01:28:23 main:581] : INFO : Epoch 1000 | loss: 0.00106067 | val_loss: 0.00109851 | Time: 1516.44 ms
[2020-12-20 01:28:25 main:581] : INFO : Epoch 1001 | loss: 0.00106857 | val_loss: 0.00113595 | Time: 1472.86 ms
[2020-12-20 01:28:26 main:581] : INFO : Epoch 1002 | loss: 0.00107719 | val_loss: 0.00110421 | Time: 1510.38 ms
[2020-12-20 01:28:28 main:581] : INFO : Epoch 1003 | loss: 0.00107075 | val_loss: 0.00110633 | Time: 1464.89 ms
[2020-12-20 01:28:29 main:581] : INFO : Epoch 1004 | loss: 0.00107182 | val_loss: 0.00110379 | Time: 1476.26 ms
[2020-12-20 01:28:30 main:581] : INFO : Epoch 1005 | loss: 0.00106964 | val_loss: 0.00110049 | Time: 1457.17 ms
[2020-12-20 01:28:32 main:581] : INFO : Epoch 1006 | loss: 0.00106961 | val_loss: 0.00110771 | Time: 1486.83 ms
[2020-12-20 01:28:33 main:581] : INFO : Epoch 1007 | loss: 0.0010699 | val_loss: 0.00110268 | Time: 1490.25 ms
[2020-12-20 01:28:35 main:581] : INFO : Epoch 1008 | loss: 0.00106512 | val_loss: 0.00110149 | Time: 1506.42 ms
[2020-12-20 01:28:36 main:581] : INFO : Epoch 1009 | loss: 0.00106816 | val_loss: 0.00110068 | Time: 1481.19 ms
[2020-12-20 01:28:38 main:581] : INFO : Epoch 1010 | loss: 0.001068 | val_loss: 0.0011031 | Time: 1517.52 ms
[2020-12-20 01:28:39 main:581] : INFO : Epoch 1011 | loss: 0.00106551 | val_loss: 0.00110197 | Time: 1493.84 ms
[2020-12-20 01:28:41 main:581] : INFO : Epoch 1012 | loss: 0.00106717 | val_loss: 0.00110963 | Time: 1502.26 ms
[2020-12-20 01:28:42 main:581] : INFO : Epoch 1013 | loss: 0.00107463 | val_loss: 0.00110944 | Time: 1463.92 ms
[2020-12-20 01:28:44 main:581] : INFO : Epoch 1014 | loss: 0.0010667 | val_loss: 0.00110192 | Time: 1472.74 ms
[2020-12-20 01:28:45 main:581] : INFO : Epoch 1015 | loss: 0.00106785 | val_loss: 0.00110467 | Time: 1500.3 ms
[2020-12-20 01:28:47 main:581] : INFO : Epoch 1016 | loss: 0.00107571 | val_loss: 0.00110172 | Time: 1475.29 ms
[2020-12-20 01:28:48 main:581] : INFO : Epoch 1017 | loss: 0.00106898 | val_loss: 0.00110307 | Time: 1477.87 ms
[2020-12-20 01:28:50 main:581] : INFO : Epoch 1018 | loss: 0.00106703 | val_loss: 0.00109897 | Time: 1456.15 ms
[2020-12-20 01:28:51 main:581] : INFO : Epoch 1019 | loss: 0.0010659 | val_loss: 0.00110351 | Time: 1489.06 ms
[2020-12-20 01:28:53 main:581] : INFO : Epoch 1020 | loss: 0.0010672 | val_loss: 0.00110304 | Time: 1463.77 ms
[2020-12-20 01:28:54 main:581] : INFO : Epoch 1021 | loss: 0.00106939 | val_loss: 0.00110716 | Time: 1500.29 ms
[2020-12-20 01:28:56 main:581] : INFO : Epoch 1022 | loss: 0.00106925 | val_loss: 0.00110431 | Time: 1503.97 ms
[2020-12-20 01:28:57 main:581] : INFO : Epoch 1023 | loss: 0.00106633 | val_loss: 0.00110434 | Time: 1455.55 ms
[2020-12-20 01:28:59 main:581] : INFO : Epoch 1024 | loss: 0.00106356 | val_loss: 0.0011008 | Time: 1475.65 ms
[2020-12-20 01:28:59 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0011008
[2020-12-20 01:28:59 main:610] : INFO : Saving end state to config to file
[2020-12-20 01:28:59 main:615] : INFO : Success, exiting..
01:28:59 (3939361): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)