Task 3364328
| Name | ParityMachine-1605152426-4388-10_0 |
| Workunit | 1623334 |
| Created | 20 Dec 2020, 11:23:33 UTC |
| Sent | 21 Dec 2020, 5:10:01 UTC |
| Report deadline | 28 Dec 2020, 5:10:01 UTC |
| Received | 21 Dec 2020, 17:08:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 30 sec |
| CPU time | 24 min 27 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> n:581] : INFO : Epoch 510 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 1418.68 ms [2020-12-21 11:56:33 main:581] : INFO : Epoch 511 | loss: 0.0311538 | val_loss: 0.0311689 | Time: 1410.52 ms [2020-12-21 11:56:34 main:581] : INFO : Epoch 512 | loss: 0.0311529 | val_loss: 0.0311697 | Time: 1406.41 ms [2020-12-21 11:56:36 main:581] : INFO : Epoch 513 | loss: 0.0311557 | val_loss: 0.0311744 | Time: 1414.38 ms [2020-12-21 11:56:37 main:581] : INFO : Epoch 514 | loss: 0.0311577 | val_loss: 0.0311716 | Time: 1410.16 ms [2020-12-21 11:56:38 main:581] : INFO : Epoch 515 | loss: 0.0311551 | val_loss: 0.0311699 | Time: 1426.6 ms [2020-12-21 11:56:40 main:581] : INFO : Epoch 516 | loss: 0.0311569 | val_loss: 0.0311705 | Time: 1420.91 ms [2020-12-21 11:56:41 main:581] : INFO : Epoch 517 | loss: 0.0311536 | val_loss: 0.031169 | Time: 1418.05 ms [2020-12-21 11:56:43 main:581] : INFO : Epoch 518 | loss: 0.031153 | val_loss: 0.0311649 | Time: 1407.79 ms [2020-12-21 11:56:44 main:581] : INFO : Epoch 519 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1431.3 ms [2020-12-21 11:56:46 main:581] : INFO : Epoch 520 | loss: 0.0311499 | val_loss: 0.031164 | Time: 1423.47 ms [2020-12-21 11:56:47 main:581] : INFO : Epoch 521 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 1420.47 ms [2020-12-21 11:56:48 main:581] : INFO : Epoch 522 | loss: 0.0311508 | val_loss: 0.0311649 | Time: 1426.02 ms [2020-12-21 11:56:50 main:581] : INFO : Epoch 523 | loss: 0.0311496 | val_loss: 0.031163 | Time: 1406.6 ms [2020-12-21 11:56:51 main:581] : INFO : Epoch 524 | loss: 0.0311495 | val_loss: 0.031161 | Time: 1422.64 ms [2020-12-21 11:56:53 main:581] : INFO : Epoch 525 | loss: 0.0311489 | val_loss: 0.0311666 | Time: 1421.69 ms [2020-12-21 11:56:54 main:581] : INFO : Epoch 526 | loss: 0.0311505 | val_loss: 0.031164 | Time: 1439.21 ms [2020-12-21 11:56:55 main:581] : INFO : Epoch 527 | loss: 0.0311503 | val_loss: 0.0311642 | Time: 1417.38 ms [2020-12-21 11:56:57 main:581] : INFO : Epoch 528 | loss: 0.0311491 | val_loss: 0.0311654 | Time: 1431.14 ms [2020-12-21 11:56:58 main:581] : INFO : Epoch 529 | loss: 0.0311461 | val_loss: 0.0311677 | Time: 1418.11 ms [2020-12-21 11:57:00 main:581] : INFO : Epoch 530 | loss: 0.031153 | val_loss: 0.0311696 | Time: 1429.23 ms [2020-12-21 11:57:01 main:581] : INFO : Epoch 531 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 1408.94 ms [2020-12-21 11:57:03 main:581] : INFO : Epoch 532 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1405.68 ms [2020-12-21 11:57:04 main:581] : INFO : Epoch 533 | loss: 0.031153 | val_loss: 0.0311664 | Time: 1410.55 ms [2020-12-21 11:57:05 main:581] : INFO : Epoch 534 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 1389.76 ms [2020-12-21 11:57:07 main:581] : INFO : Epoch 535 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 1415.87 ms [2020-12-21 11:57:08 main:581] : INFO : Epoch 536 | loss: 0.0311534 | val_loss: 0.0311664 | Time: 1415.76 ms [2020-12-21 11:57:10 main:581] : INFO : Epoch 537 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 1452.35 ms [2020-12-21 11:57:11 main:581] : INFO : Epoch 538 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1448.27 ms [2020-12-21 11:57:13 main:581] : INFO : Epoch 539 | loss: 0.0311543 | val_loss: 0.0311685 | Time: 1416.27 ms [2020-12-21 11:57:14 main:581] : INFO : Epoch 540 | loss: 0.0311563 | val_loss: 0.0311651 | Time: 1439.37 ms [2020-12-21 11:57:15 main:581] : INFO : Epoch 541 | loss: 0.0311528 | val_loss: 0.0311613 | Time: 1456.63 ms [2020-12-21 11:57:17 main:581] : INFO : Epoch 542 | loss: 0.031152 | val_loss: 0.0311616 | Time: 1413.59 ms [2020-12-21 11:57:18 main:581] : INFO : Epoch 543 | loss: 0.0311503 | val_loss: 0.0311611 | Time: 1434.36 ms [2020-12-21 11:57:20 main:581] : INFO : Epoch 544 | loss: 0.031153 | val_loss: 0.0311688 | Time: 1430.28 ms [2020-12-21 11:57:21 main:581] : INFO : Epoch 545 | loss: 0.0311519 | val_loss: 0.0311658 | Time: 1413.79 ms [2020-12-21 11:57:23 main:581] : INFO : Epoch 546 | loss: 0.0311509 | val_loss: 0.031163 | Time: 1415.96 ms [2020-12-21 11:57:24 main:581] : INFO : Epoch 547 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 1417.58 ms [2020-12-21 11:57:25 main:581] : INFO : Epoch 548 | loss: 0.0311509 | val_loss: 0.031166 | Time: 1404.35 ms [2020-12-21 11:57:27 main:581] : INFO : Epoch 549 | loss: 0.031152 | val_loss: 0.031169 | Time: 1407.32 ms [2020-12-21 11:57:28 main:581] : INFO : Epoch 550 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 1405.02 ms [2020-12-21 11:57:30 main:581] : INFO : Epoch 551 | loss: 0.0311489 | val_loss: 0.0311629 | Time: 1420.18 ms [2020-12-21 11:57:31 main:581] : INFO : Epoch 552 | loss: 0.0311503 | val_loss: 0.031171 | Time: 1419.01 ms [2020-12-21 11:57:32 main:581] : INFO : Epoch 553 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 1397.08 ms [2020-12-21 11:57:34 main:581] : INFO : Epoch 554 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 1406.45 ms [2020-12-21 11:57:35 main:581] : INFO : Epoch 555 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 1427.05 ms [2020-12-21 11:57:37 main:581] : INFO : Epoch 556 | loss: 0.0311532 | val_loss: 0.0311648 | Time: 1420.95 ms [2020-12-21 11:57:38 main:581] : INFO : Epoch 557 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 1417.57 ms [2020-12-21 11:57:39 main:581] : INFO : Epoch 558 | loss: 0.0311547 | val_loss: 0.0311669 | Time: 1406.73 ms [2020-12-21 11:57:41 main:581] : INFO : Epoch 559 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 1409.38 ms [2020-12-21 11:57:42 main:581] : INFO : Epoch 560 | loss: 0.0311489 | val_loss: 0.0311773 | Time: 1436.67 ms [2020-12-21 11:57:44 main:581] : INFO : Epoch 561 | loss: 0.0311493 | val_loss: 0.0311638 | Time: 1413.28 ms [2020-12-21 11:57:45 main:581] : INFO : Epoch 562 | loss: 0.0311466 | val_loss: 0.0311615 | Time: 1410.17 ms [2020-12-21 11:57:47 main:581] : INFO : Epoch 563 | loss: 0.0311488 | val_loss: 0.0311639 | Time: 1385.66 ms [2020-12-21 11:57:48 main:581] : INFO : Epoch 564 | loss: 0.0311478 | val_loss: 0.0311641 | Time: 1403.5 ms [2020-12-21 11:57:49 main:581] : INFO : Epoch 565 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 1425.59 ms [2020-12-21 11:57:51 main:581] : INFO : Epoch 566 | loss: 0.0311484 | val_loss: 0.0311742 | Time: 1444.88 ms [2020-12-21 11:57:52 main:581] : INFO : Epoch 567 | loss: 0.0311502 | val_loss: 0.031167 | Time: 1413.29 ms [2020-12-21 11:57:54 main:581] : INFO : Epoch 568 | loss: 0.0311486 | val_loss: 0.0311646 | Time: 1422.02 ms [2020-12-21 11:57:55 main:581] : INFO : Epoch 569 | loss: 0.0311474 | val_loss: 0.031163 | Time: 1406.62 ms [2020-12-21 11:57:56 main:581] : INFO : Epoch 570 | loss: 0.0311471 | val_loss: 0.0311618 | Time: 1399.68 ms [2020-12-21 11:57:58 main:581] : INFO : Epoch 571 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 1416.74 ms [2020-12-21 11:57:59 main:581] : INFO : Epoch 572 | loss: 0.0311457 | val_loss: 0.0311645 | Time: 1396.19 ms [2020-12-21 11:58:01 main:581] : INFO : Epoch 573 | loss: 0.0311468 | val_loss: 0.0311598 | Time: 1416.98 ms [2020-12-21 11:58:02 main:581] : INFO : Epoch 574 | loss: 0.0311454 | val_loss: 0.0311626 | Time: 1402.84 ms [2020-12-21 11:58:03 main:581] : INFO : Epoch 575 | loss: 0.0311455 | val_loss: 0.0311579 | Time: 1413.17 ms [2020-12-21 11:58:05 main:581] : INFO : Epoch 576 | loss: 0.0311493 | val_loss: 0.0311768 | Time: 1396.32 ms [2020-12-21 11:58:06 main:581] : INFO : Epoch 577 | loss: 0.0311493 | val_loss: 0.031167 | Time: 1404.71 ms [2020-12-21 11:58:08 main:581] : INFO : Epoch 578 | loss: 0.03115 | val_loss: 0.0311632 | Time: 1402.63 ms [2020-12-21 11:58:09 main:581] : INFO : Epoch 579 | loss: 0.0311521 | val_loss: 0.0311648 | Time: 1463.32 ms [2020-12-21 11:58:11 main:581] : INFO : Epoch 580 | loss: 0.0311484 | val_loss: 0.0311634 | Time: 1439.66 ms [2020-12-21 11:58:12 main:581] : INFO : Epoch 581 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1438.39 ms [2020-12-21 11:58:13 main:581] : INFO : Epoch 582 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 1422.13 ms [2020-12-21 11:58:15 main:581] : INFO : Epoch 583 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 1414.78 ms [2020-12-21 11:58:16 main:581] : INFO : Epoch 584 | loss: 0.0311477 | val_loss: 0.031164 | Time: 1450.24 ms [2020-12-21 11:58:18 main:581] : INFO : Epoch 585 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 1418.86 ms [2020-12-21 11:58:19 main:581] : INFO : Epoch 586 | loss: 0.0311475 | val_loss: 0.0311696 | Time: 1389.7 ms [2020-12-21 11:58:21 main:581] : INFO : Epoch 587 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 1410.75 ms [2020-12-21 11:58:22 main:581] : INFO : Epoch 588 | loss: 0.0311501 | val_loss: 0.0311663 | Time: 1435.81 ms [2020-12-21 11:58:23 main:581] : INFO : Epoch 589 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 1407.52 ms [2020-12-21 11:58:25 main:581] : INFO : Epoch 590 | loss: 0.0311499 | val_loss: 0.0311646 | Time: 1436.69 ms [2020-12-21 11:58:26 main:581] : INFO : Epoch 591 | loss: 0.0311526 | val_loss: 0.0311729 | Time: 1446.76 ms [2020-12-21 11:58:28 main:581] : INFO : Epoch 592 | loss: 0.0311547 | val_loss: 0.0311863 | Time: 1427.65 ms [2020-12-21 11:58:29 main:581] : INFO : Epoch 593 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 1429.02 ms [2020-12-21 11:58:31 main:581] : INFO : Epoch 594 | loss: 0.0311482 | val_loss: 0.0311666 | Time: 1400.05 ms [2020-12-21 11:58:32 main:581] : INFO : Epoch 595 | loss: 0.0311493 | val_loss: 0.031165 | Time: 1432.46 ms [2020-12-21 11:58:33 main:581] : INFO : Epoch 596 | loss: 0.031149 | val_loss: 0.0311635 | Time: 1440.58 ms [2020-12-21 11:58:35 main:581] : INFO : Epoch 597 | loss: 0.0311477 | val_loss: 0.0311657 | Time: 1433.16 ms [2020-12-21 11:58:36 main:581] : INFO : Epoch 598 | loss: 0.031149 | val_loss: 0.0311678 | Time: 1435.33 ms [2020-12-21 11:58:38 main:581] : INFO : Epoch 599 | loss: 0.0311482 | val_loss: 0.0311684 | Time: 1420.1 ms [2020-12-21 11:58:39 main:581] : INFO : Epoch 600 | loss: 0.0311471 | val_loss: 0.031167 | Time: 1476.57 ms [2020-12-21 11:58:41 main:581] : INFO : Epoch 601 | loss: 0.0311534 | val_loss: 0.031175 | Time: 1467.73 ms [2020-12-21 11:58:42 main:581] : INFO : Epoch 602 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1467.24 ms [2020-12-21 11:58:44 main:581] : INFO : Epoch 603 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1448.35 ms [2020-12-21 11:58:45 main:581] : INFO : Epoch 604 | loss: 0.0311576 | val_loss: 0.0311716 | Time: 1464.44 ms [2020-12-21 11:58:46 main:581] : INFO : Epoch 605 | loss: 0.0311573 | val_loss: 0.031167 | Time: 1475.49 ms [2020-12-21 11:58:48 main:581] : INFO : Epoch 606 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 1486.32 ms [2020-12-21 11:58:49 main:581] : INFO : Epoch 607 | loss: 0.0311598 | val_loss: 0.031166 | Time: 1452.38 ms [2020-12-21 11:58:51 main:581] : INFO : Epoch 608 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1489.75 ms [2020-12-21 11:58:52 main:581] : INFO : Epoch 609 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 1505.09 ms [2020-12-21 11:58:54 main:581] : INFO : Epoch 610 | loss: 0.0311572 | val_loss: 0.0311686 | Time: 1502.48 ms [2020-12-21 11:58:55 main:581] : INFO : Epoch 611 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 1489.48 ms [2020-12-21 11:58:57 main:581] : INFO : Epoch 612 | loss: 0.0311563 | val_loss: 0.0311785 | Time: 1495.09 ms [2020-12-21 11:58:58 main:581] : INFO : Epoch 613 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 1498.98 ms [2020-12-21 11:59:00 main:581] : INFO : Epoch 614 | loss: 0.0311564 | val_loss: 0.0311735 | Time: 1501.44 ms [2020-12-21 11:59:01 main:581] : INFO : Epoch 615 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 1481.6 ms [2020-12-21 11:59:03 main:581] : INFO : Epoch 616 | loss: 0.0311538 | val_loss: 0.0311666 | Time: 1466.96 ms [2020-12-21 11:59:04 main:581] : INFO : Epoch 617 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 1479.8 ms [2020-12-21 11:59:06 main:581] : INFO : Epoch 618 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 1443.14 ms [2020-12-21 11:59:07 main:581] : INFO : Epoch 619 | loss: 0.0311504 | val_loss: 0.0311648 | Time: 1449.25 ms [2020-12-21 11:59:09 main:581] : INFO : Epoch 620 | loss: 0.0311505 | val_loss: 0.0311665 | Time: 1440.23 ms [2020-12-21 11:59:10 main:581] : INFO : Epoch 621 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 1454.36 ms [2020-12-21 11:59:12 main:581] : INFO : Epoch 622 | loss: 0.0311512 | val_loss: 0.0311687 | Time: 1453.69 ms [2020-12-21 11:59:13 main:581] : INFO : Epoch 623 | loss: 0.0311502 | val_loss: 0.0311684 | Time: 1444.57 ms [2020-12-21 11:59:14 main:581] : INFO : Epoch 624 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 1465.66 ms [2020-12-21 11:59:16 main:581] : INFO : Epoch 625 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 1448.14 ms [2020-12-21 11:59:17 main:581] : INFO : Epoch 626 | loss: 0.031153 | val_loss: 0.031166 | Time: 1454.41 ms [2020-12-21 11:59:19 main:581] : INFO : Epoch 627 | loss: 0.0311492 | val_loss: 0.0311678 | Time: 1463.36 ms [2020-12-21 11:59:20 main:581] : INFO : Epoch 628 | loss: 0.0311534 | val_loss: 0.0311646 | Time: 1444.75 ms [2020-12-21 11:59:22 main:581] : INFO : Epoch 629 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 1484.75 ms [2020-12-21 11:59:23 main:581] : INFO : Epoch 630 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 1454.05 ms [2020-12-21 11:59:25 main:581] : INFO : Epoch 631 | loss: 0.0311494 | val_loss: 0.0311623 | Time: 1478.41 ms [2020-12-21 11:59:26 main:581] : INFO : Epoch 632 | loss: 0.0311485 | val_loss: 0.0311666 | Time: 1505.87 ms [2020-12-21 11:59:28 main:581] : INFO : Epoch 633 | loss: 0.0311489 | val_loss: 0.0311664 | Time: 1516.6 ms [2020-12-21 11:59:29 main:581] : INFO : Epoch 634 | loss: 0.0311523 | val_loss: 0.0311618 | Time: 1473.79 ms [2020-12-21 11:59:31 main:581] : INFO : Epoch 635 | loss: 0.0311463 | val_loss: 0.0311645 | Time: 1506.4 ms [2020-12-21 11:59:32 main:581] : INFO : Epoch 636 | loss: 0.0311475 | val_loss: 0.0311697 | Time: 1437.49 ms [2020-12-21 11:59:34 main:581] : INFO : Epoch 637 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 1450.45 ms [2020-12-21 11:59:35 main:581] : INFO : Epoch 638 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1449.26 ms [2020-12-21 11:59:37 main:581] : INFO : Epoch 639 | loss: 0.0311468 | val_loss: 0.0311643 | Time: 1456.05 ms [2020-12-21 11:59:38 main:581] : INFO : Epoch 640 | loss: 0.0311482 | val_loss: 0.0311629 | Time: 1452.99 ms [2020-12-21 11:59:39 main:581] : INFO : Epoch 641 | loss: 0.0311485 | val_loss: 0.0311652 | Time: 1491.08 ms [2020-12-21 11:59:41 main:581] : INFO : Epoch 642 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1470.25 ms [2020-12-21 11:59:42 main:581] : INFO : Epoch 643 | loss: 0.0311513 | val_loss: 0.0311623 | Time: 1491.88 ms [2020-12-21 11:59:44 main:581] : INFO : Epoch 644 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1482.53 ms [2020-12-21 11:59:45 main:581] : INFO : Epoch 645 | loss: 0.0311498 | val_loss: 0.0311628 | Time: 1461.4 ms [2020-12-21 11:59:47 main:581] : INFO : Epoch 646 | loss: 0.031147 | val_loss: 0.0311625 | Time: 1464.89 ms [2020-12-21 11:59:48 main:581] : INFO : Epoch 647 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 1481.85 ms [2020-12-21 11:59:50 main:581] : INFO : Epoch 648 | loss: 0.0311469 | val_loss: 0.031163 | Time: 1472.23 ms [2020-12-21 11:59:51 main:581] : INFO : Epoch 649 | loss: 0.0311443 | val_loss: 0.0311619 | Time: 1483.09 ms [2020-12-21 11:59:53 main:581] : INFO : Epoch 650 | loss: 0.0311453 | val_loss: 0.0311622 | Time: 1497.86 ms [2020-12-21 11:59:54 main:581] : INFO : Epoch 651 | loss: 0.031145 | val_loss: 0.0311654 | Time: 1485.75 ms [2020-12-21 11:59:56 main:581] : INFO : Epoch 652 | loss: 0.0311467 | val_loss: 0.0311636 | Time: 1469.75 ms [2020-12-21 11:59:57 main:581] : INFO : Epoch 653 | loss: 0.031152 | val_loss: 0.0311673 | Time: 1462.98 ms [2020-12-21 11:59:59 main:581] : INFO : Epoch 654 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 1498.67 ms [2020-12-21 12:00:00 main:581] : INFO : Epoch 655 | loss: 0.0311458 | val_loss: 0.031164 | Time: 1445.94 ms [2020-12-21 12:00:02 main:581] : INFO : Epoch 656 | loss: 0.0311461 | val_loss: 0.0311675 | Time: 1465.31 ms [2020-12-21 12:00:03 main:581] : INFO : Epoch 657 | loss: 0.0311472 | val_loss: 0.0311711 | Time: 1441.32 ms [2020-12-21 12:00:05 main:581] : INFO : Epoch 658 | loss: 0.0311477 | val_loss: 0.031166 | Time: 1466.11 ms [2020-12-21 12:00:06 main:581] : INFO : Epoch 659 | loss: 0.0311487 | val_loss: 0.0311641 | Time: 1456.31 ms [2020-12-21 12:00:07 main:581] : INFO : Epoch 660 | loss: 0.0311443 | val_loss: 0.0311642 | Time: 1459.42 ms [2020-12-21 12:00:09 main:581] : INFO : Epoch 661 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 1465.54 ms [2020-12-21 12:00:10 main:581] : INFO : Epoch 662 | loss: 0.0311453 | val_loss: 0.0311676 | Time: 1458.41 ms [2020-12-21 12:00:12 main:581] : INFO : Epoch 663 | loss: 0.0311457 | val_loss: 0.0311688 | Time: 1455.75 ms [2020-12-21 12:00:13 main:581] : INFO : Epoch 664 | loss: 0.0311466 | val_loss: 0.031164 | Time: 1455.33 ms [2020-12-21 12:00:15 main:581] : INFO : Epoch 665 | loss: 0.0311441 | val_loss: 0.0311627 | Time: 1453.9 ms [2020-12-21 12:00:16 main:581] : INFO : Epoch 666 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 1432.17 ms [2020-12-21 12:00:18 main:581] : INFO : Epoch 667 | loss: 0.0311557 | val_loss: 0.031163 | Time: 1444.22 ms [2020-12-21 12:00:19 main:581] : INFO : Epoch 668 | loss: 0.0311531 | val_loss: 0.0311653 | Time: 1448.46 ms [2020-12-21 12:00:21 main:581] : INFO : Epoch 669 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1451.55 ms [2020-12-21 12:00:22 main:581] : INFO : Epoch 670 | loss: 0.0311509 | val_loss: 0.0311604 | Time: 1482.49 ms [2020-12-21 12:00:23 main:581] : INFO : Epoch 671 | loss: 0.0311495 | val_loss: 0.031163 | Time: 1442.94 ms [2020-12-21 12:00:25 main:581] : INFO : Epoch 672 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 1456.99 ms [2020-12-21 12:00:26 main:581] : INFO : Epoch 673 | loss: 0.0311513 | val_loss: 0.0311615 | Time: 1467.24 ms [2020-12-21 12:00:28 main:581] : INFO : Epoch 674 | loss: 0.0311528 | val_loss: 0.0311621 | Time: 1445.03 ms [2020-12-21 12:00:29 main:581] : INFO : Epoch 675 | loss: 0.0311566 | val_loss: 0.0311634 | Time: 1431.82 ms [2020-12-21 12:00:31 main:581] : INFO : Epoch 676 | loss: 0.0311541 | val_loss: 0.0311632 | Time: 1455.39 ms [2020-12-21 12:00:32 main:581] : INFO : Epoch 677 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1457.97 ms [2020-12-21 12:00:34 main:581] : INFO : Epoch 678 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 1447.03 ms [2020-12-21 12:00:35 main:581] : INFO : Epoch 679 | loss: 0.0311508 | val_loss: 0.031163 | Time: 1461.33 ms [2020-12-21 12:00:37 main:581] : INFO : Epoch 680 | loss: 0.0311495 | val_loss: 0.0311589 | Time: 1487.5 ms [2020-12-21 12:00:38 main:581] : INFO : Epoch 681 | loss: 0.031151 | val_loss: 0.0311735 | Time: 1454.77 ms [2020-12-21 12:00:39 main:581] : INFO : Epoch 682 | loss: 0.0311505 | val_loss: 0.0311613 | Time: 1472.36 ms [2020-12-21 12:00:41 main:581] : INFO : Epoch 683 | loss: 0.0311494 | val_loss: 0.0311602 | Time: 1481.8 ms [2020-12-21 12:00:42 main:581] : INFO : Epoch 684 | loss: 0.03115 | val_loss: 0.0311736 | Time: 1482.39 ms [2020-12-21 12:00:44 main:581] : INFO : Epoch 685 | loss: 0.0311516 | val_loss: 0.031166 | Time: 1466.17 ms [2020-12-21 12:00:45 main:581] : INFO : Epoch 686 | loss: 0.0311493 | val_loss: 0.0311611 | Time: 1451.65 ms [2020-12-21 12:00:47 main:581] : INFO : Epoch 687 | loss: 0.0311481 | val_loss: 0.0311611 | Time: 1468.38 ms [2020-12-21 12:00:48 main:581] : INFO : Epoch 688 | loss: 0.0311464 | val_loss: 0.0311621 | Time: 1448.41 ms [2020-12-21 12:00:50 main:581] : INFO : Epoch 689 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 1445.21 ms [2020-12-21 12:00:51 main:581] : INFO : Epoch 690 | loss: 0.0311463 | val_loss: 0.0311619 | Time: 1461.18 ms [2020-12-21 12:00:53 main:581] : INFO : Epoch 691 | loss: 0.0311479 | val_loss: 0.0311656 | Time: 1420.49 ms [2020-12-21 12:00:54 main:581] : INFO : Epoch 692 | loss: 0.0311467 | val_loss: 0.0311742 | Time: 1468.26 ms [2020-12-21 12:00:55 main:581] : INFO : Epoch 693 | loss: 0.0311477 | val_loss: 0.0311627 | Time: 1421.62 ms [2020-12-21 12:00:57 main:581] : INFO : Epoch 694 | loss: 0.031146 | val_loss: 0.0311659 | Time: 1455.45 ms [2020-12-21 12:00:58 main:581] : INFO : Epoch 695 | loss: 0.0311457 | val_loss: 0.0311647 | Time: 1460.59 ms [2020-12-21 12:01:00 main:581] : INFO : Epoch 696 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1451.42 ms [2020-12-21 12:01:01 main:581] : INFO : Epoch 697 | loss: 0.031155 | val_loss: 0.0311724 | Time: 1439.09 ms [2020-12-21 12:01:03 main:581] : INFO : Epoch 698 | loss: 0.0311584 | val_loss: 0.03117 | Time: 1441.15 ms [2020-12-21 12:01:04 main:581] : INFO : Epoch 699 | loss: 0.031154 | val_loss: 0.0311711 | Time: 1447.81 ms [2020-12-21 12:01:06 main:581] : INFO : Epoch 700 | loss: 0.031153 | val_loss: 0.0311666 | Time: 1450.82 ms [2020-12-21 12:01:07 main:581] : INFO : Epoch 701 | loss: 0.0311513 | val_loss: 0.0311743 | Time: 1445.99 ms [2020-12-21 12:01:09 main:581] : INFO : Epoch 702 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 1447.16 ms [2020-12-21 12:01:10 main:581] : INFO : Epoch 703 | loss: 0.0311508 | val_loss: 0.0311665 | Time: 1435.7 ms [2020-12-21 12:01:11 main:581] : INFO : Epoch 704 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 1454.24 ms [2020-12-21 12:01:13 main:581] : INFO : Epoch 705 | loss: 0.0311496 | val_loss: 0.0311767 | Time: 1435.38 ms [2020-12-21 12:01:14 main:581] : INFO : Epoch 706 | loss: 0.0311513 | val_loss: 0.0311684 | Time: 1422.55 ms [2020-12-21 12:01:16 main:581] : INFO : Epoch 707 | loss: 0.0311487 | val_loss: 0.0311681 | Time: 1446.03 ms [2020-12-21 12:01:17 main:581] : INFO : Epoch 708 | loss: 0.0311497 | val_loss: 0.031166 | Time: 1434.95 ms [2020-12-21 12:01:19 main:581] : INFO : Epoch 709 | loss: 0.0311533 | val_loss: 0.0311656 | Time: 1444.77 ms [2020-12-21 12:01:20 main:581] : INFO : Epoch 710 | loss: 0.0311579 | val_loss: 0.0311712 | Time: 1450.76 ms [2020-12-21 12:01:21 main:581] : INFO : Epoch 711 | loss: 0.0311612 | val_loss: 0.0311757 | Time: 1435.28 ms [2020-12-21 12:01:23 main:581] : INFO : Epoch 712 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 1401.02 ms [2020-12-21 12:01:24 main:581] : INFO : Epoch 713 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 1407.66 ms [2020-12-21 12:01:26 main:581] : INFO : Epoch 714 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1403.02 ms [2020-12-21 12:01:27 main:581] : INFO : Epoch 715 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1491.46 ms [2020-12-21 12:01:29 main:581] : INFO : Epoch 716 | loss: 0.0311608 | val_loss: 0.0311669 | Time: 1444.3 ms [2020-12-21 12:01:30 main:581] : INFO : Epoch 717 | loss: 0.0311594 | val_loss: 0.0311685 | Time: 1403.26 ms [2020-12-21 12:01:31 main:581] : INFO : Epoch 718 | loss: 0.0311642 | val_loss: 0.0311857 | Time: 1425.46 ms [2020-12-21 12:01:33 main:581] : INFO : Epoch 719 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 1435.93 ms [2020-12-21 12:01:34 main:581] : INFO : Epoch 720 | loss: 0.0311625 | val_loss: 0.031166 | Time: 1450.39 ms [2020-12-21 12:01:36 main:581] : INFO : Epoch 721 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 1410.08 ms [2020-12-21 12:01:37 main:581] : INFO : Epoch 722 | loss: 0.031156 | val_loss: 0.0311702 | Time: 1379.68 ms [2020-12-21 12:01:39 main:581] : INFO : Epoch 723 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1401.54 ms [2020-12-21 12:01:40 main:581] : INFO : Epoch 724 | loss: 0.0311555 | val_loss: 0.0311676 | Time: 1446.27 ms [2020-12-21 12:01:41 main:581] : INFO : Epoch 725 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 1411.56 ms [2020-12-21 12:01:43 main:581] : INFO : Epoch 726 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1421.87 ms [2020-12-21 12:01:44 main:581] : INFO : Epoch 727 | loss: 0.0311539 | val_loss: 0.0311668 | Time: 1418.33 ms [2020-12-21 12:01:46 main:581] : INFO : Epoch 728 | loss: 0.0311534 | val_loss: 0.0311661 | Time: 1453.61 ms [2020-12-21 12:01:47 main:581] : INFO : Epoch 729 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 1431.28 ms [2020-12-21 12:01:49 main:581] : INFO : Epoch 730 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 1440.97 ms [2020-12-21 12:01:50 main:581] : INFO : Epoch 731 | loss: 0.0311591 | val_loss: 0.0311701 | Time: 1457.43 ms [2020-12-21 12:01:51 main:581] : INFO : Epoch 732 | loss: 0.0311552 | val_loss: 0.0311688 | Time: 1451.27 ms [2020-12-21 12:01:53 main:581] : INFO : Epoch 733 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 1456.34 ms [2020-12-21 12:01:54 main:581] : INFO : Epoch 734 | loss: 0.0311541 | val_loss: 0.0311711 | Time: 1455.11 ms [2020-12-21 12:01:56 main:581] : INFO : Epoch 735 | loss: 0.0311563 | val_loss: 0.0311823 | Time: 1416.09 ms [2020-12-21 12:01:57 main:581] : INFO : Epoch 736 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 1411.63 ms [2020-12-21 12:01:59 main:581] : INFO : Epoch 737 | loss: 0.0311513 | val_loss: 0.0311685 | Time: 1439.63 ms [2020-12-21 12:02:00 main:581] : INFO : Epoch 738 | loss: 0.0311509 | val_loss: 0.0311663 | Time: 1441.7 ms [2020-12-21 12:02:02 main:581] : INFO : Epoch 739 | loss: 0.0311502 | val_loss: 0.0311718 | Time: 1425.94 ms [2020-12-21 12:02:03 main:581] : INFO : Epoch 740 | loss: 0.0311507 | val_loss: 0.0311663 | Time: 1402.85 ms [2020-12-21 12:02:04 main:581] : INFO : Epoch 741 | loss: 0.03115 | val_loss: 0.031169 | Time: 1439.95 ms [2020-12-21 12:02:06 main:581] : INFO : Epoch 742 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 1468.59 ms [2020-12-21 12:02:07 main:581] : INFO : Epoch 743 | loss: 0.031152 | val_loss: 0.0311686 | Time: 1467.52 ms [2020-12-21 12:02:09 main:581] : INFO : Epoch 744 | loss: 0.0311505 | val_loss: 0.0311674 | Time: 1436.26 ms [2020-12-21 12:02:10 main:581] : INFO : Epoch 745 | loss: 0.0311498 | val_loss: 0.0311671 | Time: 1446.18 ms [2020-12-21 12:02:12 main:581] : INFO : Epoch 746 | loss: 0.0311486 | val_loss: 0.0311648 | Time: 1458.26 ms [2020-12-21 12:02:13 main:581] : INFO : Epoch 747 | loss: 0.0311483 | val_loss: 0.0311648 | Time: 1462.35 ms [2020-12-21 12:02:15 main:581] : INFO : Epoch 748 | loss: 0.0311514 | val_loss: 0.0311649 | Time: 1471.79 ms [2020-12-21 12:02:16 main:581] : INFO : Epoch 749 | loss: 0.0311503 | val_loss: 0.0311659 | Time: 1462.65 ms [2020-12-21 12:02:17 main:581] : INFO : Epoch 750 | loss: 0.0311493 | val_loss: 0.0311673 | Time: 1438.77 ms [2020-12-21 12:02:19 main:581] : INFO : Epoch 751 | loss: 0.0311502 | val_loss: 0.0311669 | Time: 1427.09 ms [2020-12-21 12:02:20 main:581] : INFO : Epoch 752 | loss: 0.0311523 | val_loss: 0.0311662 | Time: 1411.67 ms [2020-12-21 12:02:22 main:581] : INFO : Epoch 753 | loss: 0.0311535 | val_loss: 0.0311657 | Time: 1487.03 ms [2020-12-21 12:02:23 main:581] : INFO : Epoch 754 | loss: 0.0311518 | val_loss: 0.0311681 | Time: 1421.68 ms [2020-12-21 12:02:25 main:581] : INFO : Epoch 755 | loss: 0.0311489 | val_loss: 0.0311635 | Time: 1453.24 ms [2020-12-21 12:02:26 main:581] : INFO : Epoch 756 | loss: 0.0311488 | val_loss: 0.0311675 | Time: 1455.07 ms [2020-12-21 12:02:28 main:581] : INFO : Epoch 757 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 1442.25 ms [2020-12-21 12:02:29 main:581] : INFO : Epoch 758 | loss: 0.0311498 | val_loss: 0.0311668 | Time: 1427.11 ms [2020-12-21 12:02:30 main:581] : INFO : Epoch 759 | loss: 0.0311517 | val_loss: 0.0311653 | Time: 1425.08 ms [2020-12-21 12:02:32 main:581] : INFO : Epoch 760 | loss: 0.0311498 | val_loss: 0.0311653 | Time: 1465.88 ms [2020-12-21 12:02:33 main:581] : INFO : Epoch 761 | loss: 0.0311486 | val_loss: 0.0311756 | Time: 1401.08 ms [2020-12-21 12:02:35 main:581] : INFO : Epoch 762 | loss: 0.0311497 | val_loss: 0.0311649 | Time: 1426.17 ms [2020-12-21 12:02:36 main:581] : INFO : Epoch 763 | loss: 0.0311472 | val_loss: 0.0311687 | Time: 1420.23 ms [2020-12-21 12:02:38 main:581] : INFO : Epoch 764 | loss: 0.0311525 | val_loss: 0.0311836 | Time: 1455.44 ms [2020-12-21 12:02:39 main:581] : INFO : Epoch 765 | loss: 0.0311601 | val_loss: 0.031177 | Time: 1424.25 ms [2020-12-21 12:02:40 main:581] : INFO : Epoch 766 | loss: 0.0311553 | val_loss: 0.0311635 | Time: 1438.33 ms [2020-12-21 12:02:42 main:581] : INFO : Epoch 767 | loss: 0.0311521 | val_loss: 0.0311688 | Time: 1442.25 ms [2020-12-21 12:02:43 main:581] : INFO : Epoch 768 | loss: 0.031152 | val_loss: 0.0311702 | Time: 1448.94 ms [2020-12-21 12:02:45 main:581] : INFO : Epoch 769 | loss: 0.031152 | val_loss: 0.0311653 | Time: 1435.93 ms [2020-12-21 12:02:46 main:581] : INFO : Epoch 770 | loss: 0.0311516 | val_loss: 0.0311671 | Time: 1445.64 ms [2020-12-21 12:02:48 main:581] : INFO : Epoch 771 | loss: 0.0311484 | val_loss: 0.0311647 | Time: 1416.01 ms [2020-12-21 12:02:49 main:581] : INFO : Epoch 772 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 1445.12 ms [2020-12-21 12:02:51 main:581] : INFO : Epoch 773 | loss: 0.0311492 | val_loss: 0.0311672 | Time: 1427.4 ms [2020-12-21 12:02:52 main:581] : INFO : Epoch 774 | loss: 0.0311488 | val_loss: 0.0311686 | Time: 1412.79 ms [2020-12-21 12:02:53 main:581] : INFO : Epoch 775 | loss: 0.0311528 | val_loss: 0.031175 | Time: 1416.13 ms [2020-12-21 12:02:55 main:581] : INFO : Epoch 776 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 1403.36 ms [2020-12-21 12:02:56 main:581] : INFO : Epoch 777 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1425.17 ms [2020-12-21 12:02:58 main:581] : INFO : Epoch 778 | loss: 0.0311497 | val_loss: 0.0311645 | Time: 1393.33 ms [2020-12-21 12:02:59 main:581] : INFO : Epoch 779 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 1407.13 ms [2020-12-21 12:03:00 main:581] : INFO : Epoch 780 | loss: 0.0311496 | val_loss: 0.0311692 | Time: 1437.95 ms [2020-12-21 12:03:02 main:581] : INFO : Epoch 781 | loss: 0.0311526 | val_loss: 0.0311693 | Time: 1425.59 ms [2020-12-21 12:03:03 main:581] : INFO : Epoch 782 | loss: 0.0311557 | val_loss: 0.0311741 | Time: 1460.48 ms [2020-12-21 12:03:05 main:581] : INFO : Epoch 783 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 1412.08 ms [2020-12-21 12:03:06 main:581] : INFO : Epoch 784 | loss: 0.031163 | val_loss: 0.0311723 | Time: 1411.84 ms [2020-12-21 12:03:08 main:581] : INFO : Epoch 785 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 1424.34 ms [2020-12-21 12:03:09 main:581] : INFO : Epoch 786 | loss: 0.0311626 | val_loss: 0.031174 | Time: 1417.91 ms [2020-12-21 12:03:10 main:581] : INFO : Epoch 787 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 1414.93 ms [2020-12-21 12:03:12 main:581] : INFO : Epoch 788 | loss: 0.031165 | val_loss: 0.0311716 | Time: 1403.41 ms [2020-12-21 12:03:13 main:581] : INFO : Epoch 789 | loss: 0.0311615 | val_loss: 0.031172 | Time: 1431.69 ms [2020-12-21 12:03:15 main:581] : INFO : Epoch 790 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 1399.7 ms [2020-12-21 12:03:16 main:581] : INFO : Epoch 791 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 1417.95 ms [2020-12-21 12:03:17 main:581] : INFO : Epoch 792 | loss: 0.0311704 | val_loss: 0.0311829 | Time: 1424.13 ms [2020-12-21 12:03:19 main:581] : INFO : Epoch 793 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 1417.47 ms [2020-12-21 12:03:20 main:581] : INFO : Epoch 794 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 1437.99 ms [2020-12-21 12:03:22 main:581] : INFO : Epoch 795 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 1434.25 ms [2020-12-21 12:03:23 main:581] : INFO : Epoch 796 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 1389.27 ms [2020-12-21 12:03:25 main:581] : INFO : Epoch 797 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 1409.88 ms [2020-12-21 12:03:26 main:581] : INFO : Epoch 798 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 1399.12 ms [2020-12-21 12:03:27 main:581] : INFO : Epoch 799 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 1412.54 ms [2020-12-21 12:03:29 main:581] : INFO : Epoch 800 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 1421.09 ms [2020-12-21 12:03:30 main:581] : INFO : Epoch 801 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1394.55 ms [2020-12-21 12:03:32 main:581] : INFO : Epoch 802 | loss: 0.031166 | val_loss: 0.0311742 | Time: 1414.29 ms [2020-12-21 12:03:33 main:581] : INFO : Epoch 803 | loss: 0.0311624 | val_loss: 0.031173 | Time: 1423.28 ms [2020-12-21 12:03:34 main:581] : INFO : Epoch 804 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 1429.22 ms [2020-12-21 12:03:36 main:581] : INFO : Epoch 805 | loss: 0.0311623 | val_loss: 0.031171 | Time: 1458.12 ms [2020-12-21 12:03:37 main:581] : INFO : Epoch 806 | loss: 0.0311602 | val_loss: 0.031168 | Time: 1452.69 ms [2020-12-21 12:03:39 main:581] : INFO : Epoch 807 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 1454.31 ms [2020-12-21 12:03:40 main:581] : INFO : Epoch 808 | loss: 0.0311561 | val_loss: 0.0311683 | Time: 1440.36 ms [2020-12-21 12:03:42 main:581] : INFO : Epoch 809 | loss: 0.031158 | val_loss: 0.0311667 | Time: 1464.05 ms [2020-12-21 12:03:43 main:581] : INFO : Epoch 810 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 1495.16 ms [2020-12-21 12:03:45 main:581] : INFO : Epoch 811 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 1440.15 ms [2020-12-21 12:03:46 main:581] : INFO : Epoch 812 | loss: 0.0311585 | val_loss: 0.0311682 | Time: 1485.79 ms [2020-12-21 12:03:48 main:581] : INFO : Epoch 813 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1445.46 ms [2020-12-21 12:03:49 main:581] : INFO : Epoch 814 | loss: 0.03116 | val_loss: 0.0311706 | Time: 1468.38 ms [2020-12-21 12:03:51 main:581] : INFO : Epoch 815 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 1467.08 ms [2020-12-21 12:03:52 main:581] : INFO : Epoch 816 | loss: 0.0311556 | val_loss: 0.0311627 | Time: 1479.63 ms [2020-12-21 12:03:53 main:581] : INFO : Epoch 817 | loss: 0.0311544 | val_loss: 0.0311694 | Time: 1414.14 ms [2020-12-21 12:03:55 main:581] : INFO : Epoch 818 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1440.88 ms [2020-12-21 12:03:56 main:581] : INFO : Epoch 819 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 1440.85 ms [2020-12-21 12:03:58 main:581] : INFO : Epoch 820 | loss: 0.0311555 | val_loss: 0.0311646 | Time: 1454.41 ms [2020-12-21 12:03:59 main:581] : INFO : Epoch 821 | loss: 0.0311573 | val_loss: 0.0311662 | Time: 1437.85 ms [2020-12-21 12:04:01 main:581] : INFO : Epoch 822 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 1452.21 ms [2020-12-21 12:04:02 main:581] : INFO : Epoch 823 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 1405.95 ms [2020-12-21 12:04:03 main:581] : INFO : Epoch 824 | loss: 0.0311596 | val_loss: 0.0311703 | Time: 1416.88 ms [2020-12-21 12:04:05 main:581] : INFO : Epoch 825 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 1404 ms [2020-12-21 12:04:06 main:581] : INFO : Epoch 826 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1530.37 ms [2020-12-21 12:04:08 main:581] : INFO : Epoch 827 | loss: 0.0311554 | val_loss: 0.0311659 | Time: 1503.69 ms [2020-12-21 12:04:09 main:581] : INFO : Epoch 828 | loss: 0.0311557 | val_loss: 0.0311692 | Time: 1447.4 ms [2020-12-21 12:04:11 main:581] : INFO : Epoch 829 | loss: 0.0311532 | val_loss: 0.031169 | Time: 1416.69 ms [2020-12-21 12:04:12 main:581] : INFO : Epoch 830 | loss: 0.031153 | val_loss: 0.0311692 | Time: 1458.84 ms [2020-12-21 12:04:14 main:581] : INFO : Epoch 831 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 1430.77 ms [2020-12-21 12:04:15 main:581] : INFO : Epoch 832 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 1434 ms [2020-12-21 12:04:17 main:581] : INFO : Epoch 833 | loss: 0.0311611 | val_loss: 0.03117 | Time: 1516.55 ms [2020-12-21 12:04:18 main:581] : INFO : Epoch 834 | loss: 0.0311625 | val_loss: 0.0311708 | Time: 1460.09 ms [2020-12-21 12:04:20 main:581] : INFO : Epoch 835 | loss: 0.0311613 | val_loss: 0.0311734 | Time: 1495.13 ms [2020-12-21 12:04:21 main:581] : INFO : Epoch 836 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 1473.46 ms [2020-12-21 12:04:23 main:581] : INFO : Epoch 837 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1462.15 ms [2020-12-21 12:04:24 main:581] : INFO : Epoch 838 | loss: 0.0311582 | val_loss: 0.0311755 | Time: 1466.97 ms [2020-12-21 12:04:25 main:581] : INFO : Epoch 839 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 1461.59 ms [2020-12-21 12:04:27 main:581] : INFO : Epoch 840 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1458.37 ms [2020-12-21 12:04:28 main:581] : INFO : Epoch 841 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1500.81 ms [2020-12-21 12:04:30 main:581] : INFO : Epoch 842 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 1491.75 ms [2020-12-21 12:04:31 main:581] : INFO : Epoch 843 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 1462.91 ms [2020-12-21 12:04:33 main:581] : INFO : Epoch 844 | loss: 0.0311575 | val_loss: 0.0311724 | Time: 1439.02 ms [2020-12-21 12:04:34 main:581] : INFO : Epoch 845 | loss: 0.0311569 | val_loss: 0.0311704 | Time: 1465.19 ms [2020-12-21 12:04:36 main:581] : INFO : Epoch 846 | loss: 0.0311561 | val_loss: 0.0311687 | Time: 1436.73 ms [2020-12-21 12:04:37 main:581] : INFO : Epoch 847 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 1443.85 ms [2020-12-21 12:04:39 main:581] : INFO : Epoch 848 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 1416.09 ms [2020-12-21 12:04:40 main:581] : INFO : Epoch 849 | loss: 0.0311584 | val_loss: 0.0311677 | Time: 1438.53 ms [2020-12-21 12:04:41 main:581] : INFO : Epoch 850 | loss: 0.0311574 | val_loss: 0.0311722 | Time: 1415.11 ms [2020-12-21 12:04:43 main:581] : INFO : Epoch 851 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 1435.82 ms [2020-12-21 12:04:44 main:581] : INFO : Epoch 852 | loss: 0.0311573 | val_loss: 0.031171 | Time: 1415.62 ms [2020-12-21 12:04:46 main:581] : INFO : Epoch 853 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1420.65 ms [2020-12-21 12:04:47 main:581] : INFO : Epoch 854 | loss: 0.0311546 | val_loss: 0.0311656 | Time: 1459.16 ms [2020-12-21 12:04:49 main:581] : INFO : Epoch 855 | loss: 0.0311553 | val_loss: 0.0311768 | Time: 1426.71 ms [2020-12-21 12:04:50 main:581] : INFO : Epoch 856 | loss: 0.0311661 | val_loss: 0.0312071 | Time: 1403.88 ms [2020-12-21 12:04:51 main:581] : INFO : Epoch 857 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 1395.71 ms [2020-12-21 12:04:53 main:581] : INFO : Epoch 858 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 1408.15 ms [2020-12-21 12:04:54 main:581] : INFO : Epoch 859 | loss: 0.0311726 | val_loss: 0.0311746 | Time: 1435.37 ms [2020-12-21 12:04:56 main:581] : INFO : Epoch 860 | loss: 0.0311707 | val_loss: 0.0311718 | Time: 1433.35 ms [2020-12-21 12:04:57 main:581] : INFO : Epoch 861 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 1405.63 ms [2020-12-21 12:04:58 main:581] : INFO : Epoch 862 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 1433.48 ms [2020-12-21 12:05:00 main:581] : INFO : Epoch 863 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1409.25 ms [2020-12-21 12:05:01 main:581] : INFO : Epoch 864 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1409.06 ms [2020-12-21 12:05:03 main:581] : INFO : Epoch 865 | loss: 0.0311636 | val_loss: 0.0311682 | Time: 1411.72 ms [2020-12-21 12:05:04 main:581] : INFO : Epoch 866 | loss: 0.0311662 | val_loss: 0.0311677 | Time: 1416.44 ms [2020-12-21 12:05:06 main:581] : INFO : Epoch 867 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1390.52 ms [2020-12-21 12:05:07 main:581] : INFO : Epoch 868 | loss: 0.03116 | val_loss: 0.031165 | Time: 1430.08 ms [2020-12-21 12:05:08 main:581] : INFO : Epoch 869 | loss: 0.0311603 | val_loss: 0.0311667 | Time: 1386.59 ms [2020-12-21 12:05:10 main:581] : INFO : Epoch 870 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 1420.86 ms [2020-12-21 12:05:11 main:581] : INFO : Epoch 871 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 1424.69 ms [2020-12-21 12:05:13 main:581] : INFO : Epoch 872 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 1409.9 ms [2020-12-21 12:05:14 main:581] : INFO : Epoch 873 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 1422.04 ms [2020-12-21 12:05:15 main:581] : INFO : Epoch 874 | loss: 0.03116 | val_loss: 0.0311678 | Time: 1405.78 ms [2020-12-21 12:05:17 main:581] : INFO : Epoch 875 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 1411 ms [2020-12-21 12:05:18 main:581] : INFO : Epoch 876 | loss: 0.0311652 | val_loss: 0.0311674 | Time: 1411.25 ms [2020-12-21 12:05:20 main:581] : INFO : Epoch 877 | loss: 0.03116 | val_loss: 0.0311676 | Time: 1416.53 ms [2020-12-21 12:05:21 main:581] : INFO : Epoch 878 | loss: 0.031158 | val_loss: 0.0311672 | Time: 1392.89 ms [2020-12-21 12:05:22 main:581] : INFO : Epoch 879 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 1402.26 ms [2020-12-21 12:05:24 main:581] : INFO : Epoch 880 | loss: 0.0311576 | val_loss: 0.0311693 | Time: 1426.74 ms [2020-12-21 12:05:25 main:581] : INFO : Epoch 881 | loss: 0.0311565 | val_loss: 0.031168 | Time: 1408.7 ms [2020-12-21 12:05:27 main:581] : INFO : Epoch 882 | loss: 0.031157 | val_loss: 0.0311697 | Time: 1414.39 ms [2020-12-21 12:05:28 main:581] : INFO : Epoch 883 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1440.5 ms [2020-12-21 12:05:30 main:581] : INFO : Epoch 884 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 1436.47 ms [2020-12-21 12:05:31 main:581] : INFO : Epoch 885 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1403.63 ms [2020-12-21 12:05:32 main:581] : INFO : Epoch 886 | loss: 0.0311588 | val_loss: 0.0311703 | Time: 1434.37 ms [2020-12-21 12:05:34 main:581] : INFO : Epoch 887 | loss: 0.0311562 | val_loss: 0.0311698 | Time: 1405.9 ms [2020-12-21 12:05:35 main:581] : INFO : Epoch 888 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 1423.07 ms [2020-12-21 12:05:37 main:581] : INFO : Epoch 889 | loss: 0.0311562 | val_loss: 0.031172 | Time: 1433.69 ms [2020-12-21 12:05:38 main:581] : INFO : Epoch 890 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 1426.5 ms [2020-12-21 12:05:40 main:581] : INFO : Epoch 891 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 1437.83 ms [2020-12-21 12:05:41 main:581] : INFO : Epoch 892 | loss: 0.0311623 | val_loss: 0.031174 | Time: 1418.52 ms [2020-12-21 12:05:42 main:581] : INFO : Epoch 893 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 1426.85 ms [2020-12-21 12:05:44 main:581] : INFO : Epoch 894 | loss: 0.0311586 | val_loss: 0.031169 | Time: 1423.01 ms [2020-12-21 12:05:45 main:581] : INFO : Epoch 895 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1404.56 ms [2020-12-21 12:05:47 main:581] : INFO : Epoch 896 | loss: 0.0311605 | val_loss: 0.0311665 | Time: 1420.16 ms [2020-12-21 12:05:48 main:581] : INFO : Epoch 897 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 1420.71 ms [2020-12-21 12:05:49 main:581] : INFO : Epoch 898 | loss: 0.0311563 | val_loss: 0.0311676 | Time: 1406.96 ms [2020-12-21 12:05:51 main:581] : INFO : Epoch 899 | loss: 0.0311569 | val_loss: 0.0311711 | Time: 1410.35 ms [2020-12-21 12:05:52 main:581] : INFO : Epoch 900 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1435.21 ms [2020-12-21 12:05:54 main:581] : INFO : Epoch 901 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 1421.74 ms [2020-12-21 12:05:55 main:581] : INFO : Epoch 902 | loss: 0.0311569 | val_loss: 0.0311689 | Time: 1396.27 ms [2020-12-21 12:05:57 main:581] : INFO : Epoch 903 | loss: 0.0311562 | val_loss: 0.0311674 | Time: 1426.09 ms [2020-12-21 12:05:58 main:581] : INFO : Epoch 904 | loss: 0.0311567 | val_loss: 0.0311801 | Time: 1416.05 ms [2020-12-21 12:05:59 main:581] : INFO : Epoch 905 | loss: 0.0311603 | val_loss: 0.0311705 | Time: 1436.37 ms [2020-12-21 12:06:01 main:581] : INFO : Epoch 906 | loss: 0.031155 | val_loss: 0.031168 | Time: 1400.94 ms [2020-12-21 12:06:02 main:581] : INFO : Epoch 907 | loss: 0.0311558 | val_loss: 0.031166 | Time: 1423.45 ms [2020-12-21 12:06:04 main:581] : INFO : Epoch 908 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1408.11 ms [2020-12-21 12:06:05 main:581] : INFO : Epoch 909 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 1402.33 ms [2020-12-21 12:06:06 main:581] : INFO : Epoch 910 | loss: 0.0311603 | val_loss: 0.0311825 | Time: 1421.71 ms [2020-12-21 12:06:08 main:581] : INFO : Epoch 911 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 1423.14 ms [2020-12-21 12:06:09 main:581] : INFO : Epoch 912 | loss: 0.031181 | val_loss: 0.0311964 | Time: 1431.3 ms [2020-12-21 12:06:11 main:581] : INFO : Epoch 913 | loss: 0.0408663 | val_loss: 0.0319821 | Time: 1430.79 ms [2020-12-21 12:06:12 main:581] : INFO : Epoch 914 | loss: 0.0387642 | val_loss: 0.032457 | Time: 1420.59 ms [2020-12-21 12:06:14 main:581] : INFO : Epoch 915 | loss: 0.0319923 | val_loss: 0.0314186 | Time: 1400.88 ms [2020-12-21 12:06:15 main:581] : INFO : Epoch 916 | loss: 0.031346 | val_loss: 0.0312656 | Time: 1420.23 ms [2020-12-21 12:06:16 main:581] : INFO : Epoch 917 | loss: 0.0312191 | val_loss: 0.0311968 | Time: 1392.19 ms [2020-12-21 12:06:18 main:581] : INFO : Epoch 918 | loss: 0.0311888 | val_loss: 0.0311859 | Time: 1390.11 ms [2020-12-21 12:06:19 main:581] : INFO : Epoch 919 | loss: 0.0311762 | val_loss: 0.0311734 | Time: 1409.73 ms [2020-12-21 12:06:21 main:581] : INFO : Epoch 920 | loss: 0.0311687 | val_loss: 0.031172 | Time: 1394.67 ms [2020-12-21 12:06:22 main:581] : INFO : Epoch 921 | loss: 0.0311659 | val_loss: 0.03117 | Time: 1410.02 ms [2020-12-21 12:06:23 main:581] : INFO : Epoch 922 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 1404.79 ms [2020-12-21 12:06:25 main:581] : INFO : Epoch 923 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 1389.29 ms [2020-12-21 12:06:26 main:581] : INFO : Epoch 924 | loss: 0.031161 | val_loss: 0.0311683 | Time: 1397.27 ms [2020-12-21 12:06:28 main:581] : INFO : Epoch 925 | loss: 0.031159 | val_loss: 0.031167 | Time: 1384.49 ms [2020-12-21 12:06:29 main:581] : INFO : Epoch 926 | loss: 0.0311576 | val_loss: 0.0311668 | Time: 1408.44 ms [2020-12-21 12:06:30 main:581] : INFO : Epoch 927 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 1416.12 ms [2020-12-21 12:06:32 main:581] : INFO : Epoch 928 | loss: 0.0311565 | val_loss: 0.0311703 | Time: 1406.29 ms [2020-12-21 12:06:33 main:581] : INFO : Epoch 929 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 1387.02 ms [2020-12-21 12:06:35 main:581] : INFO : Epoch 930 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 1409.02 ms [2020-12-21 12:06:36 main:581] : INFO : Epoch 931 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 1410.87 ms [2020-12-21 12:06:37 main:581] : INFO : Epoch 932 | loss: 0.0311563 | val_loss: 0.0311668 | Time: 1414.63 ms [2020-12-21 12:06:39 main:581] : INFO : Epoch 933 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 1398.17 ms [2020-12-21 12:06:40 main:581] : INFO : Epoch 934 | loss: 0.0311556 | val_loss: 0.0311669 | Time: 1417.74 ms [2020-12-21 12:06:42 main:581] : INFO : Epoch 935 | loss: 0.0311554 | val_loss: 0.0311673 | Time: 1409.23 ms [2020-12-21 12:06:43 main:581] : INFO : Epoch 936 | loss: 0.0311552 | val_loss: 0.0311662 | Time: 1409.32 ms [2020-12-21 12:06:44 main:581] : INFO : Epoch 937 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 1418.29 ms [2020-12-21 12:06:46 main:581] : INFO : Epoch 938 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 1407.76 ms [2020-12-21 12:06:47 main:581] : INFO : Epoch 939 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 1435.37 ms [2020-12-21 12:06:49 main:581] : INFO : Epoch 940 | loss: 0.0311545 | val_loss: 0.0311666 | Time: 1405.77 ms [2020-12-21 12:06:50 main:581] : INFO : Epoch 941 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 1393.36 ms [2020-12-21 12:06:52 main:581] : INFO : Epoch 942 | loss: 0.0311547 | val_loss: 0.0311668 | Time: 1405.96 ms [2020-12-21 12:06:53 main:581] : INFO : Epoch 943 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 1396.99 ms [2020-12-21 12:06:54 main:581] : INFO : Epoch 944 | loss: 0.0311564 | val_loss: 0.0311699 | Time: 1423.23 ms [2020-12-21 12:06:56 main:581] : INFO : Epoch 945 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 1405.15 ms [2020-12-21 12:06:57 main:581] : INFO : Epoch 946 | loss: 0.0311566 | val_loss: 0.0311678 | Time: 1407.24 ms [2020-12-21 12:06:59 main:581] : INFO : Epoch 947 | loss: 0.031155 | val_loss: 0.0311676 | Time: 1400.09 ms [2020-12-21 12:07:00 main:581] : INFO : Epoch 948 | loss: 0.031156 | val_loss: 0.0311695 | Time: 1415.19 ms [2020-12-21 12:07:01 main:581] : INFO : Epoch 949 | loss: 0.0311561 | val_loss: 0.0311684 | Time: 1400.81 ms [2020-12-21 12:07:03 main:581] : INFO : Epoch 950 | loss: 0.031155 | val_loss: 0.0311661 | Time: 1423.14 ms [2020-12-21 12:07:04 main:581] : INFO : Epoch 951 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 1417.08 ms [2020-12-21 12:07:06 main:581] : INFO : Epoch 952 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1394.35 ms [2020-12-21 12:07:07 main:581] : INFO : Epoch 953 | loss: 0.0311544 | val_loss: 0.0311688 | Time: 1410.5 ms [2020-12-21 12:07:08 main:581] : INFO : Epoch 954 | loss: 0.0311546 | val_loss: 0.0311667 | Time: 1417.51 ms [2020-12-21 12:07:10 main:581] : INFO : Epoch 955 | loss: 0.0311546 | val_loss: 0.0311676 | Time: 1404.58 ms [2020-12-21 12:07:11 main:581] : INFO : Epoch 956 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 1421.9 ms [2020-12-21 12:07:13 main:581] : INFO : Epoch 957 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 1418.57 ms [2020-12-21 12:07:14 main:581] : INFO : Epoch 958 | loss: 0.0311533 | val_loss: 0.0311674 | Time: 1401.62 ms [2020-12-21 12:07:16 main:581] : INFO : Epoch 959 | loss: 0.0311529 | val_loss: 0.0311673 | Time: 1418.27 ms [2020-12-21 12:07:17 main:581] : INFO : Epoch 960 | loss: 0.0311526 | val_loss: 0.0311681 | Time: 1422.19 ms [2020-12-21 12:07:18 main:581] : INFO : Epoch 961 | loss: 0.0311521 | val_loss: 0.0311707 | Time: 1424.92 ms [2020-12-21 12:07:20 main:581] : INFO : Epoch 962 | loss: 0.031153 | val_loss: 0.0311678 | Time: 1425.15 ms [2020-12-21 12:07:21 main:581] : INFO : Epoch 963 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 1440.05 ms [2020-12-21 12:07:23 main:581] : INFO : Epoch 964 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1432.64 ms [2020-12-21 12:07:24 main:581] : INFO : Epoch 965 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 1401.27 ms [2020-12-21 12:07:25 main:581] : INFO : Epoch 966 | loss: 0.0311536 | val_loss: 0.0311644 | Time: 1416.08 ms [2020-12-21 12:07:27 main:581] : INFO : Epoch 967 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 1413.38 ms [2020-12-21 12:07:28 main:581] : INFO : Epoch 968 | loss: 0.0311594 | val_loss: 0.0311653 | Time: 1438.63 ms [2020-12-21 12:07:30 main:581] : INFO : Epoch 969 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 1414.23 ms [2020-12-21 12:07:31 main:581] : INFO : Epoch 970 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 1411.95 ms [2020-12-21 12:07:33 main:581] : INFO : Epoch 971 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 1432.98 ms [2020-12-21 12:07:34 main:581] : INFO : Epoch 972 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 1443.06 ms [2020-12-21 12:07:35 main:581] : INFO : Epoch 973 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1425.67 ms [2020-12-21 12:07:37 main:581] : INFO : Epoch 974 | loss: 0.0311544 | val_loss: 0.031165 | Time: 1534.11 ms [2020-12-21 12:07:38 main:581] : INFO : Epoch 975 | loss: 0.0311532 | val_loss: 0.0311659 | Time: 1496.91 ms [2020-12-21 12:07:40 main:581] : INFO : Epoch 976 | loss: 0.0311533 | val_loss: 0.031167 | Time: 1392.55 ms [2020-12-21 12:07:41 main:581] : INFO : Epoch 977 | loss: 0.0311529 | val_loss: 0.0311672 | Time: 1403.37 ms [2020-12-21 12:07:43 main:581] : INFO : Epoch 978 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 1428.22 ms [2020-12-21 12:07:44 main:581] : INFO : Epoch 979 | loss: 0.0311517 | val_loss: 0.0311634 | Time: 1418.36 ms [2020-12-21 12:07:46 main:581] : INFO : Epoch 980 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 1423.45 ms [2020-12-21 12:07:47 main:581] : INFO : Epoch 981 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 1417.65 ms [2020-12-21 12:07:48 main:581] : INFO : Epoch 982 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1418.48 ms [2020-12-21 12:07:50 main:581] : INFO : Epoch 983 | loss: 0.0311605 | val_loss: 0.0311668 | Time: 1405.68 ms [2020-12-21 12:07:51 main:581] : INFO : Epoch 984 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 1430.6 ms [2020-12-21 12:07:53 main:581] : INFO : Epoch 985 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 1428.57 ms [2020-12-21 12:07:54 main:581] : INFO : Epoch 986 | loss: 0.0311562 | val_loss: 0.0311662 | Time: 1403.15 ms [2020-12-21 12:07:55 main:581] : INFO : Epoch 987 | loss: 0.0311563 | val_loss: 0.0311675 | Time: 1422.78 ms [2020-12-21 12:07:57 main:581] : INFO : Epoch 988 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 1412.21 ms [2020-12-21 12:07:58 main:581] : INFO : Epoch 989 | loss: 0.0311566 | val_loss: 0.0311683 | Time: 1444.8 ms [2020-12-21 12:08:00 main:581] : INFO : Epoch 990 | loss: 0.0311562 | val_loss: 0.0311666 | Time: 1417.76 ms [2020-12-21 12:08:01 main:581] : INFO : Epoch 991 | loss: 0.0311556 | val_loss: 0.0311661 | Time: 1384.09 ms [2020-12-21 12:08:03 main:581] : INFO : Epoch 992 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 1386.97 ms [2020-12-21 12:08:04 main:581] : INFO : Epoch 993 | loss: 0.0311544 | val_loss: 0.031166 | Time: 1441.18 ms [2020-12-21 12:08:05 main:581] : INFO : Epoch 994 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 1429.11 ms [2020-12-21 12:08:07 main:581] : INFO : Epoch 995 | loss: 0.0311531 | val_loss: 0.031166 | Time: 1431.9 ms [2020-12-21 12:08:08 main:581] : INFO : Epoch 996 | loss: 0.0311537 | val_loss: 0.0311712 | Time: 1423.59 ms [2020-12-21 12:08:10 main:581] : INFO : Epoch 997 | loss: 0.0311584 | val_loss: 0.031176 | Time: 1432.66 ms [2020-12-21 12:08:11 main:581] : INFO : Epoch 998 | loss: 0.031157 | val_loss: 0.031172 | Time: 1456.36 ms [2020-12-21 12:08:13 main:581] : INFO : Epoch 999 | loss: 0.0311584 | val_loss: 0.0311664 | Time: 1425.44 ms [2020-12-21 12:08:14 main:581] : INFO : Epoch 1000 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 1422.89 ms [2020-12-21 12:08:15 main:581] : INFO : Epoch 1001 | loss: 0.0311564 | val_loss: 0.031165 | Time: 1414.01 ms [2020-12-21 12:08:17 main:581] : INFO : Epoch 1002 | loss: 0.0311544 | val_loss: 0.0311668 | Time: 1424.96 ms [2020-12-21 12:08:18 main:581] : INFO : Epoch 1003 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1408.78 ms [2020-12-21 12:08:20 main:581] : INFO : Epoch 1004 | loss: 0.031153 | val_loss: 0.0311665 | Time: 1410.71 ms [2020-12-21 12:08:21 main:581] : INFO : Epoch 1005 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 1438.6 ms [2020-12-21 12:08:23 main:581] : INFO : Epoch 1006 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1420.69 ms [2020-12-21 12:08:24 main:581] : INFO : Epoch 1007 | loss: 0.031153 | val_loss: 0.0311669 | Time: 1418.01 ms [2020-12-21 12:08:25 main:581] : INFO : Epoch 1008 | loss: 0.0311544 | val_loss: 0.0311785 | Time: 1410.06 ms [2020-12-21 12:08:27 main:581] : INFO : Epoch 1009 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 1454.1 ms [2020-12-21 12:08:28 main:581] : INFO : Epoch 1010 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 1443.44 ms [2020-12-21 12:08:30 main:581] : INFO : Epoch 1011 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1419.42 ms [2020-12-21 12:08:31 main:581] : INFO : Epoch 1012 | loss: 0.031152 | val_loss: 0.0311653 | Time: 1417.67 ms [2020-12-21 12:08:32 main:581] : INFO : Epoch 1013 | loss: 0.0311523 | val_loss: 0.0311669 | Time: 1393.06 ms [2020-12-21 12:08:34 main:581] : INFO : Epoch 1014 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1387.31 ms [2020-12-21 12:08:35 main:581] : INFO : Epoch 1015 | loss: 0.0311517 | val_loss: 0.0311673 | Time: 1398.08 ms [2020-12-21 12:08:37 main:581] : INFO : Epoch 1016 | loss: 0.0311516 | val_loss: 0.031166 | Time: 1414.39 ms [2020-12-21 12:08:38 main:581] : INFO : Epoch 1017 | loss: 0.0311515 | val_loss: 0.0311656 | Time: 1378.31 ms [2020-12-21 12:08:39 main:581] : INFO : Epoch 1018 | loss: 0.0311535 | val_loss: 0.0311695 | Time: 1406.59 ms [2020-12-21 12:08:41 main:581] : INFO : Epoch 1019 | loss: 0.0311545 | val_loss: 0.0311649 | Time: 1402.13 ms [2020-12-21 12:08:42 main:581] : INFO : Epoch 1020 | loss: 0.031153 | val_loss: 0.031165 | Time: 1420.52 ms [2020-12-21 12:08:44 main:581] : INFO : Epoch 1021 | loss: 0.0311515 | val_loss: 0.0311646 | Time: 1387.7 ms [2020-12-21 12:08:45 main:581] : INFO : Epoch 1022 | loss: 0.0311511 | val_loss: 0.0311665 | Time: 1396.26 ms [2020-12-21 12:08:46 main:581] : INFO : Epoch 1023 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1415.61 ms [2020-12-21 12:08:48 main:581] : INFO : Epoch 1024 | loss: 0.031159 | val_loss: 0.0311674 | Time: 1428.05 ms [2020-12-21 12:08:48 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674 [2020-12-21 12:08:48 main:610] : INFO : Saving end state to config to file [2020-12-21 12:08:48 main:615] : INFO : Success, exiting.. 12:08:48 (1910399): 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)