Task 3323906
| Name | ParityMachine-1605152258-31244-7_0 |
| Workunit | 1588517 |
| Created | 18 Dec 2020, 5:03:12 UTC |
| Sent | 21 Dec 2020, 0:16:08 UTC |
| Report deadline | 28 Dec 2020, 0:16:08 UTC |
| Received | 21 Dec 2020, 11:37:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 11 sec |
| CPU time | 24 min 9 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> in:581] : INFO : Epoch 510 | loss: 0.0311336 | val_loss: 0.0311655 | Time: 1440.46 ms [2020-12-21 06:13:13 main:581] : INFO : Epoch 511 | loss: 0.0311341 | val_loss: 0.0311633 | Time: 1415.48 ms [2020-12-21 06:13:14 main:581] : INFO : Epoch 512 | loss: 0.0311338 | val_loss: 0.0311679 | Time: 1426.63 ms [2020-12-21 06:13:15 main:581] : INFO : Epoch 513 | loss: 0.0311371 | val_loss: 0.0311658 | Time: 1391.52 ms [2020-12-21 06:13:17 main:581] : INFO : Epoch 514 | loss: 0.0311362 | val_loss: 0.0311651 | Time: 1400.97 ms [2020-12-21 06:13:18 main:581] : INFO : Epoch 515 | loss: 0.0311326 | val_loss: 0.0311647 | Time: 1437.43 ms [2020-12-21 06:13:20 main:581] : INFO : Epoch 516 | loss: 0.031134 | val_loss: 0.0311645 | Time: 1396.79 ms [2020-12-21 06:13:21 main:581] : INFO : Epoch 517 | loss: 0.0311325 | val_loss: 0.0311634 | Time: 1432.12 ms [2020-12-21 06:13:22 main:581] : INFO : Epoch 518 | loss: 0.0311337 | val_loss: 0.0311643 | Time: 1428.81 ms [2020-12-21 06:13:24 main:581] : INFO : Epoch 519 | loss: 0.0311325 | val_loss: 0.0311644 | Time: 1409.1 ms [2020-12-21 06:13:25 main:581] : INFO : Epoch 520 | loss: 0.0311318 | val_loss: 0.0311643 | Time: 1410.13 ms [2020-12-21 06:13:27 main:581] : INFO : Epoch 521 | loss: 0.0311337 | val_loss: 0.0311625 | Time: 1422.47 ms [2020-12-21 06:13:28 main:581] : INFO : Epoch 522 | loss: 0.0311356 | val_loss: 0.0311706 | Time: 1408.21 ms [2020-12-21 06:13:30 main:581] : INFO : Epoch 523 | loss: 0.0311399 | val_loss: 0.0311696 | Time: 1421.41 ms [2020-12-21 06:13:31 main:581] : INFO : Epoch 524 | loss: 0.0311384 | val_loss: 0.0311665 | Time: 1426.49 ms [2020-12-21 06:13:32 main:581] : INFO : Epoch 525 | loss: 0.0311355 | val_loss: 0.0311649 | Time: 1421.97 ms [2020-12-21 06:13:34 main:581] : INFO : Epoch 526 | loss: 0.0311346 | val_loss: 0.0311649 | Time: 1430.34 ms [2020-12-21 06:13:35 main:581] : INFO : Epoch 527 | loss: 0.0311356 | val_loss: 0.031163 | Time: 1400.56 ms [2020-12-21 06:13:37 main:581] : INFO : Epoch 528 | loss: 0.0311352 | val_loss: 0.0311685 | Time: 1411.12 ms [2020-12-21 06:13:38 main:581] : INFO : Epoch 529 | loss: 0.0311329 | val_loss: 0.0311668 | Time: 1409.99 ms [2020-12-21 06:13:39 main:581] : INFO : Epoch 530 | loss: 0.0311323 | val_loss: 0.0311649 | Time: 1410.4 ms [2020-12-21 06:13:41 main:581] : INFO : Epoch 531 | loss: 0.0311304 | val_loss: 0.0311659 | Time: 1428.33 ms [2020-12-21 06:13:42 main:581] : INFO : Epoch 532 | loss: 0.0311327 | val_loss: 0.0311668 | Time: 1415.08 ms [2020-12-21 06:13:44 main:581] : INFO : Epoch 533 | loss: 0.0311317 | val_loss: 0.0311688 | Time: 1409.49 ms [2020-12-21 06:13:45 main:581] : INFO : Epoch 534 | loss: 0.0311308 | val_loss: 0.0311663 | Time: 1407.86 ms [2020-12-21 06:13:46 main:581] : INFO : Epoch 535 | loss: 0.031135 | val_loss: 0.0311663 | Time: 1407.95 ms [2020-12-21 06:13:48 main:581] : INFO : Epoch 536 | loss: 0.0311427 | val_loss: 0.0311737 | Time: 1407.56 ms [2020-12-21 06:13:49 main:581] : INFO : Epoch 537 | loss: 0.0311444 | val_loss: 0.0311693 | Time: 1404.94 ms [2020-12-21 06:13:51 main:581] : INFO : Epoch 538 | loss: 0.0311425 | val_loss: 0.0311715 | Time: 1416.69 ms [2020-12-21 06:13:52 main:581] : INFO : Epoch 539 | loss: 0.0311441 | val_loss: 0.0311723 | Time: 1414.52 ms [2020-12-21 06:13:54 main:581] : INFO : Epoch 540 | loss: 0.0311449 | val_loss: 0.0311745 | Time: 1407.4 ms [2020-12-21 06:13:55 main:581] : INFO : Epoch 541 | loss: 0.031146 | val_loss: 0.0311712 | Time: 1400.47 ms [2020-12-21 06:13:56 main:581] : INFO : Epoch 542 | loss: 0.0311417 | val_loss: 0.0311711 | Time: 1410.02 ms [2020-12-21 06:13:58 main:581] : INFO : Epoch 543 | loss: 0.0311418 | val_loss: 0.0311711 | Time: 1409.06 ms [2020-12-21 06:13:59 main:581] : INFO : Epoch 544 | loss: 0.0311423 | val_loss: 0.0311777 | Time: 1401.71 ms [2020-12-21 06:14:01 main:581] : INFO : Epoch 545 | loss: 0.031143 | val_loss: 0.0311698 | Time: 1402.29 ms [2020-12-21 06:14:02 main:581] : INFO : Epoch 546 | loss: 0.0311413 | val_loss: 0.0311748 | Time: 1394.17 ms [2020-12-21 06:14:03 main:581] : INFO : Epoch 547 | loss: 0.031146 | val_loss: 0.0311701 | Time: 1400.59 ms [2020-12-21 06:14:05 main:581] : INFO : Epoch 548 | loss: 0.0311471 | val_loss: 0.0311666 | Time: 1398.76 ms [2020-12-21 06:14:06 main:581] : INFO : Epoch 549 | loss: 0.0311415 | val_loss: 0.0311667 | Time: 1401.69 ms [2020-12-21 06:14:08 main:581] : INFO : Epoch 550 | loss: 0.0311411 | val_loss: 0.0311724 | Time: 1420.28 ms [2020-12-21 06:14:09 main:581] : INFO : Epoch 551 | loss: 0.0311469 | val_loss: 0.0311708 | Time: 1394.89 ms [2020-12-21 06:14:10 main:581] : INFO : Epoch 552 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 1409.93 ms [2020-12-21 06:14:12 main:581] : INFO : Epoch 553 | loss: 0.0311508 | val_loss: 0.0311696 | Time: 1414.73 ms [2020-12-21 06:14:13 main:581] : INFO : Epoch 554 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1398.99 ms [2020-12-21 06:14:15 main:581] : INFO : Epoch 555 | loss: 0.0311529 | val_loss: 0.0311755 | Time: 1427 ms [2020-12-21 06:14:16 main:581] : INFO : Epoch 556 | loss: 0.0311521 | val_loss: 0.0311725 | Time: 1412.67 ms [2020-12-21 06:14:17 main:581] : INFO : Epoch 557 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 1422.51 ms [2020-12-21 06:14:19 main:581] : INFO : Epoch 558 | loss: 0.0311484 | val_loss: 0.0311717 | Time: 1412.22 ms [2020-12-21 06:14:20 main:581] : INFO : Epoch 559 | loss: 0.0311477 | val_loss: 0.0311732 | Time: 1427.7 ms [2020-12-21 06:14:22 main:581] : INFO : Epoch 560 | loss: 0.0311491 | val_loss: 0.0311781 | Time: 1411.61 ms [2020-12-21 06:14:23 main:581] : INFO : Epoch 561 | loss: 0.0311522 | val_loss: 0.0311733 | Time: 1439.42 ms [2020-12-21 06:14:25 main:581] : INFO : Epoch 562 | loss: 0.0311529 | val_loss: 0.0311784 | Time: 1423.27 ms [2020-12-21 06:14:26 main:581] : INFO : Epoch 563 | loss: 0.0311514 | val_loss: 0.0311773 | Time: 1432.78 ms [2020-12-21 06:14:27 main:581] : INFO : Epoch 564 | loss: 0.0311497 | val_loss: 0.0311718 | Time: 1421.04 ms [2020-12-21 06:14:29 main:581] : INFO : Epoch 565 | loss: 0.0311477 | val_loss: 0.0311781 | Time: 1426.36 ms [2020-12-21 06:14:30 main:581] : INFO : Epoch 566 | loss: 0.0311477 | val_loss: 0.0311747 | Time: 1413.48 ms [2020-12-21 06:14:32 main:581] : INFO : Epoch 567 | loss: 0.0311471 | val_loss: 0.0311737 | Time: 1406.88 ms [2020-12-21 06:14:33 main:581] : INFO : Epoch 568 | loss: 0.0311458 | val_loss: 0.0311731 | Time: 1432.26 ms [2020-12-21 06:14:35 main:581] : INFO : Epoch 569 | loss: 0.031145 | val_loss: 0.0311744 | Time: 1409.54 ms [2020-12-21 06:14:36 main:581] : INFO : Epoch 570 | loss: 0.0311456 | val_loss: 0.0311729 | Time: 1414.83 ms [2020-12-21 06:14:37 main:581] : INFO : Epoch 571 | loss: 0.0311453 | val_loss: 0.0311702 | Time: 1425.34 ms [2020-12-21 06:14:39 main:581] : INFO : Epoch 572 | loss: 0.031145 | val_loss: 0.0311723 | Time: 1413.09 ms [2020-12-21 06:14:40 main:581] : INFO : Epoch 573 | loss: 0.0311453 | val_loss: 0.0311706 | Time: 1409.96 ms [2020-12-21 06:14:42 main:581] : INFO : Epoch 574 | loss: 0.0311452 | val_loss: 0.0311739 | Time: 1411.72 ms [2020-12-21 06:14:43 main:581] : INFO : Epoch 575 | loss: 0.0311471 | val_loss: 0.0311713 | Time: 1389.72 ms [2020-12-21 06:14:44 main:581] : INFO : Epoch 576 | loss: 0.0311473 | val_loss: 0.03118 | Time: 1417.65 ms [2020-12-21 06:14:46 main:581] : INFO : Epoch 577 | loss: 0.031152 | val_loss: 0.0311706 | Time: 1431.52 ms [2020-12-21 06:14:47 main:581] : INFO : Epoch 578 | loss: 0.0311465 | val_loss: 0.0311722 | Time: 1419.02 ms [2020-12-21 06:14:49 main:581] : INFO : Epoch 579 | loss: 0.0311536 | val_loss: 0.0311735 | Time: 1402.74 ms [2020-12-21 06:14:50 main:581] : INFO : Epoch 580 | loss: 0.0311525 | val_loss: 0.0311703 | Time: 1443.04 ms [2020-12-21 06:14:52 main:581] : INFO : Epoch 581 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 1427.45 ms [2020-12-21 06:14:53 main:581] : INFO : Epoch 582 | loss: 0.0311488 | val_loss: 0.0311718 | Time: 1395.33 ms [2020-12-21 06:14:54 main:581] : INFO : Epoch 583 | loss: 0.0311475 | val_loss: 0.0311722 | Time: 1412.09 ms [2020-12-21 06:14:56 main:581] : INFO : Epoch 584 | loss: 0.0311478 | val_loss: 0.0311714 | Time: 1403.02 ms [2020-12-21 06:14:57 main:581] : INFO : Epoch 585 | loss: 0.031149 | val_loss: 0.0311733 | Time: 1400.27 ms [2020-12-21 06:14:59 main:581] : INFO : Epoch 586 | loss: 0.0311496 | val_loss: 0.0311734 | Time: 1403.52 ms [2020-12-21 06:15:00 main:581] : INFO : Epoch 587 | loss: 0.0311452 | val_loss: 0.0311681 | Time: 1391.47 ms [2020-12-21 06:15:01 main:581] : INFO : Epoch 588 | loss: 0.0311439 | val_loss: 0.0311713 | Time: 1411.85 ms [2020-12-21 06:15:03 main:581] : INFO : Epoch 589 | loss: 0.0311435 | val_loss: 0.0311724 | Time: 1392.93 ms [2020-12-21 06:15:04 main:581] : INFO : Epoch 590 | loss: 0.031143 | val_loss: 0.0311712 | Time: 1387.3 ms [2020-12-21 06:15:06 main:581] : INFO : Epoch 591 | loss: 0.0311439 | val_loss: 0.0311693 | Time: 1415.27 ms [2020-12-21 06:15:07 main:581] : INFO : Epoch 592 | loss: 0.0311416 | val_loss: 0.031169 | Time: 1412 ms [2020-12-21 06:15:08 main:581] : INFO : Epoch 593 | loss: 0.0311427 | val_loss: 0.0311745 | Time: 1394.98 ms [2020-12-21 06:15:10 main:581] : INFO : Epoch 594 | loss: 0.0311473 | val_loss: 0.0311715 | Time: 1420.29 ms [2020-12-21 06:15:11 main:581] : INFO : Epoch 595 | loss: 0.0311441 | val_loss: 0.0311725 | Time: 1416.64 ms [2020-12-21 06:15:13 main:581] : INFO : Epoch 596 | loss: 0.0311492 | val_loss: 0.0311764 | Time: 1408.42 ms [2020-12-21 06:15:14 main:581] : INFO : Epoch 597 | loss: 0.0311504 | val_loss: 0.0311748 | Time: 1416.4 ms [2020-12-21 06:15:15 main:581] : INFO : Epoch 598 | loss: 0.03115 | val_loss: 0.0311761 | Time: 1421.88 ms [2020-12-21 06:15:17 main:581] : INFO : Epoch 599 | loss: 0.0311483 | val_loss: 0.0311712 | Time: 1411.71 ms [2020-12-21 06:15:18 main:581] : INFO : Epoch 600 | loss: 0.0311461 | val_loss: 0.0311706 | Time: 1391.81 ms [2020-12-21 06:15:20 main:581] : INFO : Epoch 601 | loss: 0.0311465 | val_loss: 0.0311717 | Time: 1409.36 ms [2020-12-21 06:15:21 main:581] : INFO : Epoch 602 | loss: 0.0311459 | val_loss: 0.0311702 | Time: 1431.87 ms [2020-12-21 06:15:22 main:581] : INFO : Epoch 603 | loss: 0.0311501 | val_loss: 0.0311796 | Time: 1401.79 ms [2020-12-21 06:15:24 main:581] : INFO : Epoch 604 | loss: 0.0311504 | val_loss: 0.0311753 | Time: 1424.07 ms [2020-12-21 06:15:25 main:581] : INFO : Epoch 605 | loss: 0.0311499 | val_loss: 0.0311759 | Time: 1423.56 ms [2020-12-21 06:15:27 main:581] : INFO : Epoch 606 | loss: 0.0311493 | val_loss: 0.0311743 | Time: 1403.17 ms [2020-12-21 06:15:28 main:581] : INFO : Epoch 607 | loss: 0.0311482 | val_loss: 0.031173 | Time: 1404.51 ms [2020-12-21 06:15:30 main:581] : INFO : Epoch 608 | loss: 0.0311468 | val_loss: 0.0311706 | Time: 1418.1 ms [2020-12-21 06:15:31 main:581] : INFO : Epoch 609 | loss: 0.0311479 | val_loss: 0.031174 | Time: 1423.37 ms [2020-12-21 06:15:32 main:581] : INFO : Epoch 610 | loss: 0.0311485 | val_loss: 0.0311757 | Time: 1422.75 ms [2020-12-21 06:15:34 main:581] : INFO : Epoch 611 | loss: 0.0311485 | val_loss: 0.0311758 | Time: 1417.52 ms [2020-12-21 06:15:35 main:581] : INFO : Epoch 612 | loss: 0.0311485 | val_loss: 0.031176 | Time: 1402.55 ms [2020-12-21 06:15:37 main:581] : INFO : Epoch 613 | loss: 0.0311479 | val_loss: 0.0311729 | Time: 1437.3 ms [2020-12-21 06:15:38 main:581] : INFO : Epoch 614 | loss: 0.0311451 | val_loss: 0.0311762 | Time: 1450.68 ms [2020-12-21 06:15:40 main:581] : INFO : Epoch 615 | loss: 0.0311475 | val_loss: 0.0311764 | Time: 1419.43 ms [2020-12-21 06:15:41 main:581] : INFO : Epoch 616 | loss: 0.0311465 | val_loss: 0.0311728 | Time: 1451.02 ms [2020-12-21 06:15:42 main:581] : INFO : Epoch 617 | loss: 0.0311469 | val_loss: 0.0311734 | Time: 1441.2 ms [2020-12-21 06:15:44 main:581] : INFO : Epoch 618 | loss: 0.0311471 | val_loss: 0.0311735 | Time: 1429.28 ms [2020-12-21 06:15:45 main:581] : INFO : Epoch 619 | loss: 0.0311454 | val_loss: 0.0311815 | Time: 1440.15 ms [2020-12-21 06:15:47 main:581] : INFO : Epoch 620 | loss: 0.0311467 | val_loss: 0.0311733 | Time: 1446.69 ms [2020-12-21 06:15:48 main:581] : INFO : Epoch 621 | loss: 0.0311469 | val_loss: 0.0311727 | Time: 1425.61 ms [2020-12-21 06:15:50 main:581] : INFO : Epoch 622 | loss: 0.0311495 | val_loss: 0.0311744 | Time: 1432.62 ms [2020-12-21 06:15:51 main:581] : INFO : Epoch 623 | loss: 0.0311514 | val_loss: 0.0311767 | Time: 1461.32 ms [2020-12-21 06:15:52 main:581] : INFO : Epoch 624 | loss: 0.0311499 | val_loss: 0.0311748 | Time: 1428.09 ms [2020-12-21 06:15:54 main:581] : INFO : Epoch 625 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 1433.68 ms [2020-12-21 06:15:55 main:581] : INFO : Epoch 626 | loss: 0.0311472 | val_loss: 0.031178 | Time: 1433.9 ms [2020-12-21 06:15:57 main:581] : INFO : Epoch 627 | loss: 0.0311533 | val_loss: 0.0311792 | Time: 1424.08 ms [2020-12-21 06:15:58 main:581] : INFO : Epoch 628 | loss: 0.0311533 | val_loss: 0.0311796 | Time: 1445.91 ms [2020-12-21 06:16:00 main:581] : INFO : Epoch 629 | loss: 0.0311541 | val_loss: 0.0311769 | Time: 1441.36 ms [2020-12-21 06:16:01 main:581] : INFO : Epoch 630 | loss: 0.0311529 | val_loss: 0.031175 | Time: 1431.05 ms [2020-12-21 06:16:03 main:581] : INFO : Epoch 631 | loss: 0.0311526 | val_loss: 0.031178 | Time: 1439.87 ms [2020-12-21 06:16:04 main:581] : INFO : Epoch 632 | loss: 0.0311514 | val_loss: 0.0311765 | Time: 1435.09 ms [2020-12-21 06:16:05 main:581] : INFO : Epoch 633 | loss: 0.0311512 | val_loss: 0.0311813 | Time: 1405.34 ms [2020-12-21 06:16:07 main:581] : INFO : Epoch 634 | loss: 0.0311506 | val_loss: 0.0311768 | Time: 1440.01 ms [2020-12-21 06:16:08 main:581] : INFO : Epoch 635 | loss: 0.0311479 | val_loss: 0.0311747 | Time: 1421.6 ms [2020-12-21 06:16:10 main:581] : INFO : Epoch 636 | loss: 0.0311516 | val_loss: 0.0311805 | Time: 1429.84 ms [2020-12-21 06:16:11 main:581] : INFO : Epoch 637 | loss: 0.0311581 | val_loss: 0.0311911 | Time: 1407.54 ms [2020-12-21 06:16:12 main:581] : INFO : Epoch 638 | loss: 0.0311568 | val_loss: 0.0311778 | Time: 1427.95 ms [2020-12-21 06:16:14 main:581] : INFO : Epoch 639 | loss: 0.031154 | val_loss: 0.0311807 | Time: 1438.2 ms [2020-12-21 06:16:15 main:581] : INFO : Epoch 640 | loss: 0.0311502 | val_loss: 0.0311783 | Time: 1449.78 ms [2020-12-21 06:16:17 main:581] : INFO : Epoch 641 | loss: 0.0311475 | val_loss: 0.0311763 | Time: 1419.78 ms [2020-12-21 06:16:18 main:581] : INFO : Epoch 642 | loss: 0.0311461 | val_loss: 0.0311765 | Time: 1441.37 ms [2020-12-21 06:16:20 main:581] : INFO : Epoch 643 | loss: 0.0311479 | val_loss: 0.0311757 | Time: 1430.66 ms [2020-12-21 06:16:21 main:581] : INFO : Epoch 644 | loss: 0.0311476 | val_loss: 0.0311767 | Time: 1427.22 ms [2020-12-21 06:16:23 main:581] : INFO : Epoch 645 | loss: 0.0311479 | val_loss: 0.0311805 | Time: 1439.71 ms [2020-12-21 06:16:24 main:581] : INFO : Epoch 646 | loss: 0.0311481 | val_loss: 0.0311851 | Time: 1431.48 ms [2020-12-21 06:16:25 main:581] : INFO : Epoch 647 | loss: 0.0311501 | val_loss: 0.0311742 | Time: 1426.97 ms [2020-12-21 06:16:27 main:581] : INFO : Epoch 648 | loss: 0.0311503 | val_loss: 0.031195 | Time: 1451.77 ms [2020-12-21 06:16:28 main:581] : INFO : Epoch 649 | loss: 0.0311553 | val_loss: 0.0311777 | Time: 1441.15 ms [2020-12-21 06:16:30 main:581] : INFO : Epoch 650 | loss: 0.0311471 | val_loss: 0.0311916 | Time: 1432.18 ms [2020-12-21 06:16:31 main:581] : INFO : Epoch 651 | loss: 0.0311498 | val_loss: 0.0311718 | Time: 1459.81 ms [2020-12-21 06:16:33 main:581] : INFO : Epoch 652 | loss: 0.0311474 | val_loss: 0.0311769 | Time: 1429.95 ms [2020-12-21 06:16:34 main:581] : INFO : Epoch 653 | loss: 0.0311447 | val_loss: 0.0311766 | Time: 1435.33 ms [2020-12-21 06:16:35 main:581] : INFO : Epoch 654 | loss: 0.0311428 | val_loss: 0.0311729 | Time: 1439.48 ms [2020-12-21 06:16:37 main:581] : INFO : Epoch 655 | loss: 0.031145 | val_loss: 0.031172 | Time: 1439.81 ms [2020-12-21 06:16:38 main:581] : INFO : Epoch 656 | loss: 0.0311432 | val_loss: 0.031169 | Time: 1433.94 ms [2020-12-21 06:16:40 main:581] : INFO : Epoch 657 | loss: 0.0311414 | val_loss: 0.0311709 | Time: 1442.06 ms [2020-12-21 06:16:41 main:581] : INFO : Epoch 658 | loss: 0.0311415 | val_loss: 0.0311706 | Time: 1424.4 ms [2020-12-21 06:16:43 main:581] : INFO : Epoch 659 | loss: 0.0311433 | val_loss: 0.0311799 | Time: 1442.11 ms [2020-12-21 06:16:44 main:581] : INFO : Epoch 660 | loss: 0.0311442 | val_loss: 0.0311752 | Time: 1451.46 ms [2020-12-21 06:16:46 main:581] : INFO : Epoch 661 | loss: 0.0311408 | val_loss: 0.0311737 | Time: 1434.81 ms [2020-12-21 06:16:47 main:581] : INFO : Epoch 662 | loss: 0.0311421 | val_loss: 0.0311775 | Time: 1467.63 ms [2020-12-21 06:16:48 main:581] : INFO : Epoch 663 | loss: 0.0311436 | val_loss: 0.031176 | Time: 1435.6 ms [2020-12-21 06:16:50 main:581] : INFO : Epoch 664 | loss: 0.0311426 | val_loss: 0.0311735 | Time: 1435.15 ms [2020-12-21 06:16:51 main:581] : INFO : Epoch 665 | loss: 0.0311424 | val_loss: 0.0311727 | Time: 1439.45 ms [2020-12-21 06:16:53 main:581] : INFO : Epoch 666 | loss: 0.0311394 | val_loss: 0.0311772 | Time: 1416.25 ms [2020-12-21 06:16:54 main:581] : INFO : Epoch 667 | loss: 0.0311415 | val_loss: 0.0311814 | Time: 1433.39 ms [2020-12-21 06:16:56 main:581] : INFO : Epoch 668 | loss: 0.0311413 | val_loss: 0.0311756 | Time: 1430.36 ms [2020-12-21 06:16:57 main:581] : INFO : Epoch 669 | loss: 0.0311398 | val_loss: 0.0311773 | Time: 1443.34 ms [2020-12-21 06:16:58 main:581] : INFO : Epoch 670 | loss: 0.0311396 | val_loss: 0.0311749 | Time: 1424.9 ms [2020-12-21 06:17:00 main:581] : INFO : Epoch 671 | loss: 0.0311376 | val_loss: 0.0311761 | Time: 1413.69 ms [2020-12-21 06:17:01 main:581] : INFO : Epoch 672 | loss: 0.0311399 | val_loss: 0.0311782 | Time: 1432.54 ms [2020-12-21 06:17:03 main:581] : INFO : Epoch 673 | loss: 0.0311425 | val_loss: 0.0311759 | Time: 1435.21 ms [2020-12-21 06:17:04 main:581] : INFO : Epoch 674 | loss: 0.0311471 | val_loss: 0.0311728 | Time: 1431.87 ms [2020-12-21 06:17:06 main:581] : INFO : Epoch 675 | loss: 0.0311444 | val_loss: 0.0311746 | Time: 1424.9 ms [2020-12-21 06:17:07 main:581] : INFO : Epoch 676 | loss: 0.0311422 | val_loss: 0.0311756 | Time: 1446.84 ms [2020-12-21 06:17:09 main:581] : INFO : Epoch 677 | loss: 0.0311454 | val_loss: 0.0311703 | Time: 1432.98 ms [2020-12-21 06:17:10 main:581] : INFO : Epoch 678 | loss: 0.0311462 | val_loss: 0.0311642 | Time: 1436.82 ms [2020-12-21 06:17:11 main:581] : INFO : Epoch 679 | loss: 0.0311452 | val_loss: 0.0311689 | Time: 1423.65 ms [2020-12-21 06:17:13 main:581] : INFO : Epoch 680 | loss: 0.0311449 | val_loss: 0.0311719 | Time: 1431.85 ms [2020-12-21 06:17:14 main:581] : INFO : Epoch 681 | loss: 0.0311451 | val_loss: 0.0311701 | Time: 1425.22 ms [2020-12-21 06:17:16 main:581] : INFO : Epoch 682 | loss: 0.0311436 | val_loss: 0.0311789 | Time: 1430.24 ms [2020-12-21 06:17:17 main:581] : INFO : Epoch 683 | loss: 0.0311443 | val_loss: 0.0311718 | Time: 1421.54 ms [2020-12-21 06:17:19 main:581] : INFO : Epoch 684 | loss: 0.031144 | val_loss: 0.0311687 | Time: 1418.31 ms [2020-12-21 06:17:20 main:581] : INFO : Epoch 685 | loss: 0.0311437 | val_loss: 0.0311719 | Time: 1420.51 ms [2020-12-21 06:17:21 main:581] : INFO : Epoch 686 | loss: 0.031146 | val_loss: 0.0311748 | Time: 1423.9 ms [2020-12-21 06:17:23 main:581] : INFO : Epoch 687 | loss: 0.0311429 | val_loss: 0.0311715 | Time: 1432.55 ms [2020-12-21 06:17:24 main:581] : INFO : Epoch 688 | loss: 0.0311406 | val_loss: 0.0311715 | Time: 1409.44 ms [2020-12-21 06:17:26 main:581] : INFO : Epoch 689 | loss: 0.0311413 | val_loss: 0.0311712 | Time: 1417.57 ms [2020-12-21 06:17:27 main:581] : INFO : Epoch 690 | loss: 0.0311412 | val_loss: 0.0311736 | Time: 1439.38 ms [2020-12-21 06:17:28 main:581] : INFO : Epoch 691 | loss: 0.0311398 | val_loss: 0.0311713 | Time: 1432.13 ms [2020-12-21 06:17:30 main:581] : INFO : Epoch 692 | loss: 0.0311393 | val_loss: 0.031172 | Time: 1414.31 ms [2020-12-21 06:17:31 main:581] : INFO : Epoch 693 | loss: 0.0311391 | val_loss: 0.0311709 | Time: 1435.79 ms [2020-12-21 06:17:33 main:581] : INFO : Epoch 694 | loss: 0.0311446 | val_loss: 0.0311762 | Time: 1445.56 ms [2020-12-21 06:17:34 main:581] : INFO : Epoch 695 | loss: 0.0311432 | val_loss: 0.0311751 | Time: 1391.37 ms [2020-12-21 06:17:36 main:581] : INFO : Epoch 696 | loss: 0.0311409 | val_loss: 0.0311752 | Time: 1403.12 ms [2020-12-21 06:17:37 main:581] : INFO : Epoch 697 | loss: 0.0311407 | val_loss: 0.031175 | Time: 1402.22 ms [2020-12-21 06:17:38 main:581] : INFO : Epoch 698 | loss: 0.0311406 | val_loss: 0.0311741 | Time: 1435.28 ms [2020-12-21 06:17:40 main:581] : INFO : Epoch 699 | loss: 0.0311406 | val_loss: 0.03118 | Time: 1409.65 ms [2020-12-21 06:17:41 main:581] : INFO : Epoch 700 | loss: 0.0311447 | val_loss: 0.0311753 | Time: 1409.65 ms [2020-12-21 06:17:43 main:581] : INFO : Epoch 701 | loss: 0.0311435 | val_loss: 0.0311771 | Time: 1406.51 ms [2020-12-21 06:17:44 main:581] : INFO : Epoch 702 | loss: 0.031142 | val_loss: 0.0311724 | Time: 1407.55 ms [2020-12-21 06:17:45 main:581] : INFO : Epoch 703 | loss: 0.0311417 | val_loss: 0.0311711 | Time: 1388.13 ms [2020-12-21 06:17:47 main:581] : INFO : Epoch 704 | loss: 0.0311407 | val_loss: 0.031171 | Time: 1387.94 ms [2020-12-21 06:17:48 main:581] : INFO : Epoch 705 | loss: 0.0311415 | val_loss: 0.0311722 | Time: 1397.58 ms [2020-12-21 06:17:50 main:581] : INFO : Epoch 706 | loss: 0.0311401 | val_loss: 0.0311717 | Time: 1407.89 ms [2020-12-21 06:17:51 main:581] : INFO : Epoch 707 | loss: 0.0311444 | val_loss: 0.0311799 | Time: 1394.45 ms [2020-12-21 06:17:52 main:581] : INFO : Epoch 708 | loss: 0.0311454 | val_loss: 0.0311833 | Time: 1417.17 ms [2020-12-21 06:17:54 main:581] : INFO : Epoch 709 | loss: 0.031144 | val_loss: 0.0311732 | Time: 1401.78 ms [2020-12-21 06:17:55 main:581] : INFO : Epoch 710 | loss: 0.0311417 | val_loss: 0.0311726 | Time: 1400.64 ms [2020-12-21 06:17:57 main:581] : INFO : Epoch 711 | loss: 0.0311393 | val_loss: 0.0311713 | Time: 1409.8 ms [2020-12-21 06:17:58 main:581] : INFO : Epoch 712 | loss: 0.0311414 | val_loss: 0.031172 | Time: 1398.62 ms [2020-12-21 06:17:59 main:581] : INFO : Epoch 713 | loss: 0.0311396 | val_loss: 0.0311718 | Time: 1410.72 ms [2020-12-21 06:18:01 main:581] : INFO : Epoch 714 | loss: 0.0311418 | val_loss: 0.0311705 | Time: 1402.97 ms [2020-12-21 06:18:02 main:581] : INFO : Epoch 715 | loss: 0.0311424 | val_loss: 0.0311735 | Time: 1420.56 ms [2020-12-21 06:18:04 main:581] : INFO : Epoch 716 | loss: 0.0311434 | val_loss: 0.0311729 | Time: 1419.48 ms [2020-12-21 06:18:05 main:581] : INFO : Epoch 717 | loss: 0.0311467 | val_loss: 0.031174 | Time: 1402.28 ms [2020-12-21 06:18:07 main:581] : INFO : Epoch 718 | loss: 0.0311419 | val_loss: 0.0311736 | Time: 1406.65 ms [2020-12-21 06:18:08 main:581] : INFO : Epoch 719 | loss: 0.0311397 | val_loss: 0.0311754 | Time: 1408.44 ms [2020-12-21 06:18:09 main:581] : INFO : Epoch 720 | loss: 0.0311439 | val_loss: 0.0311767 | Time: 1423.92 ms [2020-12-21 06:18:11 main:581] : INFO : Epoch 721 | loss: 0.0311479 | val_loss: 0.0311777 | Time: 1398.45 ms [2020-12-21 06:18:12 main:581] : INFO : Epoch 722 | loss: 0.0311458 | val_loss: 0.0311721 | Time: 1398.11 ms [2020-12-21 06:18:14 main:581] : INFO : Epoch 723 | loss: 0.0311483 | val_loss: 0.0311731 | Time: 1386.99 ms [2020-12-21 06:18:15 main:581] : INFO : Epoch 724 | loss: 0.0311454 | val_loss: 0.0311738 | Time: 1417.05 ms [2020-12-21 06:18:16 main:581] : INFO : Epoch 725 | loss: 0.0311433 | val_loss: 0.0311765 | Time: 1447.35 ms [2020-12-21 06:18:18 main:581] : INFO : Epoch 726 | loss: 0.0311441 | val_loss: 0.0311745 | Time: 1432.12 ms [2020-12-21 06:18:19 main:581] : INFO : Epoch 727 | loss: 0.0311656 | val_loss: 0.0311882 | Time: 1407.87 ms [2020-12-21 06:18:21 main:581] : INFO : Epoch 728 | loss: 0.0311692 | val_loss: 0.0311852 | Time: 1390.54 ms [2020-12-21 06:18:22 main:581] : INFO : Epoch 729 | loss: 0.0311655 | val_loss: 0.0311841 | Time: 1419.41 ms [2020-12-21 06:18:23 main:581] : INFO : Epoch 730 | loss: 0.0311517 | val_loss: 0.0311749 | Time: 1397.54 ms [2020-12-21 06:18:25 main:581] : INFO : Epoch 731 | loss: 0.0311405 | val_loss: 0.0311697 | Time: 1406.33 ms [2020-12-21 06:18:26 main:581] : INFO : Epoch 732 | loss: 0.0311376 | val_loss: 0.03117 | Time: 1398.08 ms [2020-12-21 06:18:28 main:581] : INFO : Epoch 733 | loss: 0.0311399 | val_loss: 0.0311758 | Time: 1404.21 ms [2020-12-21 06:18:29 main:581] : INFO : Epoch 734 | loss: 0.0311396 | val_loss: 0.0311714 | Time: 1403.54 ms [2020-12-21 06:18:30 main:581] : INFO : Epoch 735 | loss: 0.0311396 | val_loss: 0.0311681 | Time: 1403.83 ms [2020-12-21 06:18:32 main:581] : INFO : Epoch 736 | loss: 0.0311387 | val_loss: 0.0311712 | Time: 1409.7 ms [2020-12-21 06:18:33 main:581] : INFO : Epoch 737 | loss: 0.0311375 | val_loss: 0.0311702 | Time: 1414.24 ms [2020-12-21 06:18:35 main:581] : INFO : Epoch 738 | loss: 0.0311368 | val_loss: 0.0311755 | Time: 1426.85 ms [2020-12-21 06:18:36 main:581] : INFO : Epoch 739 | loss: 0.0311411 | val_loss: 0.0311782 | Time: 1404.19 ms [2020-12-21 06:18:38 main:581] : INFO : Epoch 740 | loss: 0.0311417 | val_loss: 0.0311747 | Time: 1445.92 ms [2020-12-21 06:18:39 main:581] : INFO : Epoch 741 | loss: 0.0311429 | val_loss: 0.0311792 | Time: 1404.45 ms [2020-12-21 06:18:40 main:581] : INFO : Epoch 742 | loss: 0.0311408 | val_loss: 0.0311759 | Time: 1427.7 ms [2020-12-21 06:18:42 main:581] : INFO : Epoch 743 | loss: 0.0311377 | val_loss: 0.0311742 | Time: 1432.18 ms [2020-12-21 06:18:43 main:581] : INFO : Epoch 744 | loss: 0.031137 | val_loss: 0.0311741 | Time: 1437.15 ms [2020-12-21 06:18:45 main:581] : INFO : Epoch 745 | loss: 0.0311389 | val_loss: 0.031176 | Time: 1430.58 ms [2020-12-21 06:18:46 main:581] : INFO : Epoch 746 | loss: 0.031142 | val_loss: 0.0311745 | Time: 1434.11 ms [2020-12-21 06:18:48 main:581] : INFO : Epoch 747 | loss: 0.0311361 | val_loss: 0.0311712 | Time: 1446.59 ms [2020-12-21 06:18:49 main:581] : INFO : Epoch 748 | loss: 0.0311357 | val_loss: 0.0311746 | Time: 1415.11 ms [2020-12-21 06:18:50 main:581] : INFO : Epoch 749 | loss: 0.0311357 | val_loss: 0.0311717 | Time: 1419.12 ms [2020-12-21 06:18:52 main:581] : INFO : Epoch 750 | loss: 0.0311353 | val_loss: 0.0311707 | Time: 1446.92 ms [2020-12-21 06:18:53 main:581] : INFO : Epoch 751 | loss: 0.0311359 | val_loss: 0.0311804 | Time: 1438.88 ms [2020-12-21 06:18:55 main:581] : INFO : Epoch 752 | loss: 0.0311377 | val_loss: 0.031177 | Time: 1421.22 ms [2020-12-21 06:18:56 main:581] : INFO : Epoch 753 | loss: 0.031139 | val_loss: 0.0311751 | Time: 1434.91 ms [2020-12-21 06:18:58 main:581] : INFO : Epoch 754 | loss: 0.0311384 | val_loss: 0.0311715 | Time: 1431.81 ms [2020-12-21 06:18:59 main:581] : INFO : Epoch 755 | loss: 0.0311369 | val_loss: 0.0311738 | Time: 1419.29 ms [2020-12-21 06:19:00 main:581] : INFO : Epoch 756 | loss: 0.0311379 | val_loss: 0.0311762 | Time: 1417.88 ms [2020-12-21 06:19:02 main:581] : INFO : Epoch 757 | loss: 0.0311382 | val_loss: 0.031176 | Time: 1428.73 ms [2020-12-21 06:19:03 main:581] : INFO : Epoch 758 | loss: 0.0311387 | val_loss: 0.0311784 | Time: 1419.55 ms [2020-12-21 06:19:05 main:581] : INFO : Epoch 759 | loss: 0.0311395 | val_loss: 0.0311733 | Time: 1420.49 ms [2020-12-21 06:19:06 main:581] : INFO : Epoch 760 | loss: 0.0311392 | val_loss: 0.0311715 | Time: 1406.56 ms [2020-12-21 06:19:08 main:581] : INFO : Epoch 761 | loss: 0.031136 | val_loss: 0.0311736 | Time: 1449.44 ms [2020-12-21 06:19:09 main:581] : INFO : Epoch 762 | loss: 0.0311351 | val_loss: 0.0311721 | Time: 1431 ms [2020-12-21 06:19:10 main:581] : INFO : Epoch 763 | loss: 0.0311352 | val_loss: 0.031175 | Time: 1442.24 ms [2020-12-21 06:19:12 main:581] : INFO : Epoch 764 | loss: 0.0311385 | val_loss: 0.0311721 | Time: 1413.27 ms [2020-12-21 06:19:13 main:581] : INFO : Epoch 765 | loss: 0.0311387 | val_loss: 0.0311726 | Time: 1431.8 ms [2020-12-21 06:19:15 main:581] : INFO : Epoch 766 | loss: 0.0311378 | val_loss: 0.0311766 | Time: 1477.81 ms [2020-12-21 06:19:16 main:581] : INFO : Epoch 767 | loss: 0.0311374 | val_loss: 0.0311701 | Time: 1430.69 ms [2020-12-21 06:19:18 main:581] : INFO : Epoch 768 | loss: 0.0311368 | val_loss: 0.0311694 | Time: 1449.96 ms [2020-12-21 06:19:19 main:581] : INFO : Epoch 769 | loss: 0.0311376 | val_loss: 0.0311688 | Time: 1445.16 ms [2020-12-21 06:19:21 main:581] : INFO : Epoch 770 | loss: 0.0311374 | val_loss: 0.0311724 | Time: 1436.75 ms [2020-12-21 06:19:22 main:581] : INFO : Epoch 771 | loss: 0.0311402 | val_loss: 0.0311732 | Time: 1438.68 ms [2020-12-21 06:19:23 main:581] : INFO : Epoch 772 | loss: 0.0311369 | val_loss: 0.0311718 | Time: 1424.98 ms [2020-12-21 06:19:25 main:581] : INFO : Epoch 773 | loss: 0.0311369 | val_loss: 0.0311744 | Time: 1470.71 ms [2020-12-21 06:19:26 main:581] : INFO : Epoch 774 | loss: 0.0311366 | val_loss: 0.0311807 | Time: 1430.4 ms [2020-12-21 06:19:28 main:581] : INFO : Epoch 775 | loss: 0.03114 | val_loss: 0.0311796 | Time: 1425.04 ms [2020-12-21 06:19:29 main:581] : INFO : Epoch 776 | loss: 0.031137 | val_loss: 0.031175 | Time: 1427.78 ms [2020-12-21 06:19:31 main:581] : INFO : Epoch 777 | loss: 0.0311374 | val_loss: 0.0311756 | Time: 1439.55 ms [2020-12-21 06:19:32 main:581] : INFO : Epoch 778 | loss: 0.0311377 | val_loss: 0.031173 | Time: 1443.78 ms [2020-12-21 06:19:33 main:581] : INFO : Epoch 779 | loss: 0.0311391 | val_loss: 0.031175 | Time: 1406.85 ms [2020-12-21 06:19:35 main:581] : INFO : Epoch 780 | loss: 0.0311367 | val_loss: 0.0311767 | Time: 1394.5 ms [2020-12-21 06:19:36 main:581] : INFO : Epoch 781 | loss: 0.0311356 | val_loss: 0.0311742 | Time: 1434.53 ms [2020-12-21 06:19:38 main:581] : INFO : Epoch 782 | loss: 0.0311363 | val_loss: 0.0311772 | Time: 1424.64 ms [2020-12-21 06:19:39 main:581] : INFO : Epoch 783 | loss: 0.0311349 | val_loss: 0.0311743 | Time: 1416.06 ms [2020-12-21 06:19:41 main:581] : INFO : Epoch 784 | loss: 0.0311333 | val_loss: 0.0311724 | Time: 1432.19 ms [2020-12-21 06:19:42 main:581] : INFO : Epoch 785 | loss: 0.0311312 | val_loss: 0.0311731 | Time: 1417.95 ms [2020-12-21 06:19:43 main:581] : INFO : Epoch 786 | loss: 0.0311335 | val_loss: 0.0311755 | Time: 1398.77 ms [2020-12-21 06:19:45 main:581] : INFO : Epoch 787 | loss: 0.0311339 | val_loss: 0.031172 | Time: 1419.27 ms [2020-12-21 06:19:46 main:581] : INFO : Epoch 788 | loss: 0.0311328 | val_loss: 0.0311781 | Time: 1404.29 ms [2020-12-21 06:19:48 main:581] : INFO : Epoch 789 | loss: 0.0311317 | val_loss: 0.0311734 | Time: 1427.15 ms [2020-12-21 06:19:49 main:581] : INFO : Epoch 790 | loss: 0.0311316 | val_loss: 0.0311732 | Time: 1412.21 ms [2020-12-21 06:19:50 main:581] : INFO : Epoch 791 | loss: 0.0311329 | val_loss: 0.0311743 | Time: 1404.7 ms [2020-12-21 06:19:52 main:581] : INFO : Epoch 792 | loss: 0.0311377 | val_loss: 0.0311727 | Time: 1387.53 ms [2020-12-21 06:19:53 main:581] : INFO : Epoch 793 | loss: 0.0311368 | val_loss: 0.0311697 | Time: 1404.66 ms [2020-12-21 06:19:55 main:581] : INFO : Epoch 794 | loss: 0.0311383 | val_loss: 0.0311818 | Time: 1427.47 ms [2020-12-21 06:19:56 main:581] : INFO : Epoch 795 | loss: 0.0311362 | val_loss: 0.0311708 | Time: 1410.71 ms [2020-12-21 06:19:57 main:581] : INFO : Epoch 796 | loss: 0.031132 | val_loss: 0.0311705 | Time: 1400.9 ms [2020-12-21 06:19:59 main:581] : INFO : Epoch 797 | loss: 0.0311333 | val_loss: 0.0311709 | Time: 1413.42 ms [2020-12-21 06:20:00 main:581] : INFO : Epoch 798 | loss: 0.0311318 | val_loss: 0.0311692 | Time: 1404.88 ms [2020-12-21 06:20:02 main:581] : INFO : Epoch 799 | loss: 0.0311321 | val_loss: 0.0311792 | Time: 1396.91 ms [2020-12-21 06:20:03 main:581] : INFO : Epoch 800 | loss: 0.0311373 | val_loss: 0.0311671 | Time: 1417.24 ms [2020-12-21 06:20:04 main:581] : INFO : Epoch 801 | loss: 0.0311351 | val_loss: 0.0311736 | Time: 1423.55 ms [2020-12-21 06:20:06 main:581] : INFO : Epoch 802 | loss: 0.0311381 | val_loss: 0.0311714 | Time: 1391.18 ms [2020-12-21 06:20:07 main:581] : INFO : Epoch 803 | loss: 0.0311356 | val_loss: 0.0311696 | Time: 1391.52 ms [2020-12-21 06:20:09 main:581] : INFO : Epoch 804 | loss: 0.031133 | val_loss: 0.0311696 | Time: 1389.51 ms [2020-12-21 06:20:10 main:581] : INFO : Epoch 805 | loss: 0.0311378 | val_loss: 0.0311711 | Time: 1390.04 ms [2020-12-21 06:20:11 main:581] : INFO : Epoch 806 | loss: 0.0311416 | val_loss: 0.0311668 | Time: 1394.41 ms [2020-12-21 06:20:13 main:581] : INFO : Epoch 807 | loss: 0.0311352 | val_loss: 0.0311703 | Time: 1396.49 ms [2020-12-21 06:20:14 main:581] : INFO : Epoch 808 | loss: 0.0311327 | val_loss: 0.0311717 | Time: 1405.39 ms [2020-12-21 06:20:16 main:581] : INFO : Epoch 809 | loss: 0.0311325 | val_loss: 0.0311697 | Time: 1397.63 ms [2020-12-21 06:20:17 main:581] : INFO : Epoch 810 | loss: 0.0311329 | val_loss: 0.0311759 | Time: 1393.22 ms [2020-12-21 06:20:18 main:581] : INFO : Epoch 811 | loss: 0.0311321 | val_loss: 0.0311719 | Time: 1396.97 ms [2020-12-21 06:20:20 main:581] : INFO : Epoch 812 | loss: 0.0311317 | val_loss: 0.031174 | Time: 1394.5 ms [2020-12-21 06:20:21 main:581] : INFO : Epoch 813 | loss: 0.0311349 | val_loss: 0.0311763 | Time: 1392.58 ms [2020-12-21 06:20:23 main:581] : INFO : Epoch 814 | loss: 0.0311315 | val_loss: 0.0311732 | Time: 1392.6 ms [2020-12-21 06:20:24 main:581] : INFO : Epoch 815 | loss: 0.031133 | val_loss: 0.0311748 | Time: 1395.86 ms [2020-12-21 06:20:25 main:581] : INFO : Epoch 816 | loss: 0.0311324 | val_loss: 0.0311709 | Time: 1393.75 ms [2020-12-21 06:20:27 main:581] : INFO : Epoch 817 | loss: 0.0311322 | val_loss: 0.0311739 | Time: 1391.73 ms [2020-12-21 06:20:28 main:581] : INFO : Epoch 818 | loss: 0.0311322 | val_loss: 0.0311767 | Time: 1385.79 ms [2020-12-21 06:20:30 main:581] : INFO : Epoch 819 | loss: 0.0311366 | val_loss: 0.0311725 | Time: 1390.95 ms [2020-12-21 06:20:31 main:581] : INFO : Epoch 820 | loss: 0.0311327 | val_loss: 0.0311698 | Time: 1391.8 ms [2020-12-21 06:20:32 main:581] : INFO : Epoch 821 | loss: 0.0311305 | val_loss: 0.0311729 | Time: 1388 ms [2020-12-21 06:20:34 main:581] : INFO : Epoch 822 | loss: 0.0311337 | val_loss: 0.0311722 | Time: 1385.43 ms [2020-12-21 06:20:35 main:581] : INFO : Epoch 823 | loss: 0.0311343 | val_loss: 0.0311713 | Time: 1389.22 ms [2020-12-21 06:20:37 main:581] : INFO : Epoch 824 | loss: 0.0311309 | val_loss: 0.0311757 | Time: 1388 ms [2020-12-21 06:20:38 main:581] : INFO : Epoch 825 | loss: 0.0311306 | val_loss: 0.0311777 | Time: 1388.34 ms [2020-12-21 06:20:39 main:581] : INFO : Epoch 826 | loss: 0.0311325 | val_loss: 0.0311755 | Time: 1399.8 ms [2020-12-21 06:20:41 main:581] : INFO : Epoch 827 | loss: 0.031132 | val_loss: 0.0311735 | Time: 1386.93 ms [2020-12-21 06:20:42 main:581] : INFO : Epoch 828 | loss: 0.0311298 | val_loss: 0.0311768 | Time: 1391.18 ms [2020-12-21 06:20:43 main:581] : INFO : Epoch 829 | loss: 0.0311279 | val_loss: 0.0311745 | Time: 1393.38 ms [2020-12-21 06:20:45 main:581] : INFO : Epoch 830 | loss: 0.0311289 | val_loss: 0.031174 | Time: 1392.07 ms [2020-12-21 06:20:46 main:581] : INFO : Epoch 831 | loss: 0.0311297 | val_loss: 0.0311737 | Time: 1392.55 ms [2020-12-21 06:20:48 main:581] : INFO : Epoch 832 | loss: 0.0311296 | val_loss: 0.0311742 | Time: 1396.93 ms [2020-12-21 06:20:49 main:581] : INFO : Epoch 833 | loss: 0.0311315 | val_loss: 0.0311774 | Time: 1394.36 ms [2020-12-21 06:20:50 main:581] : INFO : Epoch 834 | loss: 0.0311309 | val_loss: 0.0311786 | Time: 1396.75 ms [2020-12-21 06:20:52 main:581] : INFO : Epoch 835 | loss: 0.0311328 | val_loss: 0.0311712 | Time: 1393.79 ms [2020-12-21 06:20:53 main:581] : INFO : Epoch 836 | loss: 0.0311344 | val_loss: 0.0311769 | Time: 1390.52 ms [2020-12-21 06:20:55 main:581] : INFO : Epoch 837 | loss: 0.0311315 | val_loss: 0.0311803 | Time: 1394.08 ms [2020-12-21 06:20:56 main:581] : INFO : Epoch 838 | loss: 0.0311312 | val_loss: 0.0311749 | Time: 1396.11 ms [2020-12-21 06:20:57 main:581] : INFO : Epoch 839 | loss: 0.0311305 | val_loss: 0.0311734 | Time: 1392.11 ms [2020-12-21 06:20:59 main:581] : INFO : Epoch 840 | loss: 0.0311309 | val_loss: 0.0311735 | Time: 1391.24 ms [2020-12-21 06:21:00 main:581] : INFO : Epoch 841 | loss: 0.0311305 | val_loss: 0.03118 | Time: 1400.61 ms [2020-12-21 06:21:02 main:581] : INFO : Epoch 842 | loss: 0.0311308 | val_loss: 0.0311714 | Time: 1403.06 ms [2020-12-21 06:21:03 main:581] : INFO : Epoch 843 | loss: 0.0311316 | val_loss: 0.0311723 | Time: 1390.94 ms [2020-12-21 06:21:04 main:581] : INFO : Epoch 844 | loss: 0.0311314 | val_loss: 0.031172 | Time: 1399.11 ms [2020-12-21 06:21:06 main:581] : INFO : Epoch 845 | loss: 0.0311322 | val_loss: 0.0311719 | Time: 1390.06 ms [2020-12-21 06:21:07 main:581] : INFO : Epoch 846 | loss: 0.0311318 | val_loss: 0.0311721 | Time: 1390.97 ms [2020-12-21 06:21:09 main:581] : INFO : Epoch 847 | loss: 0.0311325 | val_loss: 0.0311781 | Time: 1392.69 ms [2020-12-21 06:21:10 main:581] : INFO : Epoch 848 | loss: 0.0311302 | val_loss: 0.0311771 | Time: 1391.63 ms [2020-12-21 06:21:11 main:581] : INFO : Epoch 849 | loss: 0.0311302 | val_loss: 0.0311835 | Time: 1393.6 ms [2020-12-21 06:21:13 main:581] : INFO : Epoch 850 | loss: 0.031132 | val_loss: 0.0311746 | Time: 1389.03 ms [2020-12-21 06:21:14 main:581] : INFO : Epoch 851 | loss: 0.0311308 | val_loss: 0.0311805 | Time: 1401.16 ms [2020-12-21 06:21:16 main:581] : INFO : Epoch 852 | loss: 0.0311317 | val_loss: 0.0311747 | Time: 1397.32 ms [2020-12-21 06:21:17 main:581] : INFO : Epoch 853 | loss: 0.0311317 | val_loss: 0.0311744 | Time: 1393.37 ms [2020-12-21 06:21:18 main:581] : INFO : Epoch 854 | loss: 0.0311343 | val_loss: 0.0311782 | Time: 1392.59 ms [2020-12-21 06:21:20 main:581] : INFO : Epoch 855 | loss: 0.0311329 | val_loss: 0.0311745 | Time: 1395.44 ms [2020-12-21 06:21:21 main:581] : INFO : Epoch 856 | loss: 0.031131 | val_loss: 0.0311764 | Time: 1385.23 ms [2020-12-21 06:21:23 main:581] : INFO : Epoch 857 | loss: 0.0311297 | val_loss: 0.0311722 | Time: 1394.06 ms [2020-12-21 06:21:24 main:581] : INFO : Epoch 858 | loss: 0.0311309 | val_loss: 0.0311708 | Time: 1392.42 ms [2020-12-21 06:21:25 main:581] : INFO : Epoch 859 | loss: 0.0311329 | val_loss: 0.0311727 | Time: 1390.41 ms [2020-12-21 06:21:27 main:581] : INFO : Epoch 860 | loss: 0.0311315 | val_loss: 0.0311746 | Time: 1391.8 ms [2020-12-21 06:21:28 main:581] : INFO : Epoch 861 | loss: 0.0311322 | val_loss: 0.0311762 | Time: 1394.34 ms [2020-12-21 06:21:29 main:581] : INFO : Epoch 862 | loss: 0.0311309 | val_loss: 0.0311739 | Time: 1395.17 ms [2020-12-21 06:21:31 main:581] : INFO : Epoch 863 | loss: 0.0311349 | val_loss: 0.0311714 | Time: 1393.35 ms [2020-12-21 06:21:32 main:581] : INFO : Epoch 864 | loss: 0.0311336 | val_loss: 0.0311773 | Time: 1395.11 ms [2020-12-21 06:21:34 main:581] : INFO : Epoch 865 | loss: 0.0311337 | val_loss: 0.0311704 | Time: 1393.11 ms [2020-12-21 06:21:35 main:581] : INFO : Epoch 866 | loss: 0.0311329 | val_loss: 0.0311755 | Time: 1392.2 ms [2020-12-21 06:21:36 main:581] : INFO : Epoch 867 | loss: 0.0311326 | val_loss: 0.0311718 | Time: 1392.23 ms [2020-12-21 06:21:38 main:581] : INFO : Epoch 868 | loss: 0.0311328 | val_loss: 0.0311728 | Time: 1391 ms [2020-12-21 06:21:39 main:581] : INFO : Epoch 869 | loss: 0.0311296 | val_loss: 0.0311702 | Time: 1389.86 ms [2020-12-21 06:21:41 main:581] : INFO : Epoch 870 | loss: 0.0311292 | val_loss: 0.0311735 | Time: 1391.7 ms [2020-12-21 06:21:42 main:581] : INFO : Epoch 871 | loss: 0.0311335 | val_loss: 0.0311696 | Time: 1391.34 ms [2020-12-21 06:21:43 main:581] : INFO : Epoch 872 | loss: 0.0311328 | val_loss: 0.0311709 | Time: 1388.22 ms [2020-12-21 06:21:45 main:581] : INFO : Epoch 873 | loss: 0.0311328 | val_loss: 0.0311763 | Time: 1392.08 ms [2020-12-21 06:21:46 main:581] : INFO : Epoch 874 | loss: 0.0311341 | val_loss: 0.0311731 | Time: 1395.27 ms [2020-12-21 06:21:48 main:581] : INFO : Epoch 875 | loss: 0.0311325 | val_loss: 0.0311706 | Time: 1391.43 ms [2020-12-21 06:21:49 main:581] : INFO : Epoch 876 | loss: 0.0311316 | val_loss: 0.031179 | Time: 1392.31 ms [2020-12-21 06:21:50 main:581] : INFO : Epoch 877 | loss: 0.0311302 | val_loss: 0.0311766 | Time: 1394.07 ms [2020-12-21 06:21:52 main:581] : INFO : Epoch 878 | loss: 0.0311342 | val_loss: 0.0311798 | Time: 1393.44 ms [2020-12-21 06:21:53 main:581] : INFO : Epoch 879 | loss: 0.0311327 | val_loss: 0.0311741 | Time: 1395.84 ms [2020-12-21 06:21:55 main:581] : INFO : Epoch 880 | loss: 0.0311323 | val_loss: 0.0311718 | Time: 1388.66 ms [2020-12-21 06:21:56 main:581] : INFO : Epoch 881 | loss: 0.0311328 | val_loss: 0.0311718 | Time: 1386.82 ms [2020-12-21 06:21:57 main:581] : INFO : Epoch 882 | loss: 0.0311368 | val_loss: 0.0311734 | Time: 1394.63 ms [2020-12-21 06:21:59 main:581] : INFO : Epoch 883 | loss: 0.0311314 | val_loss: 0.0311776 | Time: 1391.83 ms [2020-12-21 06:22:00 main:581] : INFO : Epoch 884 | loss: 0.0311312 | val_loss: 0.0311705 | Time: 1394.44 ms [2020-12-21 06:22:02 main:581] : INFO : Epoch 885 | loss: 0.0311302 | val_loss: 0.0311768 | Time: 1390.06 ms [2020-12-21 06:22:03 main:581] : INFO : Epoch 886 | loss: 0.0311319 | val_loss: 0.031169 | Time: 1391.88 ms [2020-12-21 06:22:04 main:581] : INFO : Epoch 887 | loss: 0.031132 | val_loss: 0.0311726 | Time: 1409.39 ms [2020-12-21 06:22:06 main:581] : INFO : Epoch 888 | loss: 0.0311338 | val_loss: 0.0311673 | Time: 1403.2 ms [2020-12-21 06:22:07 main:581] : INFO : Epoch 889 | loss: 0.031139 | val_loss: 0.0311695 | Time: 1388.51 ms [2020-12-21 06:22:08 main:581] : INFO : Epoch 890 | loss: 0.0311399 | val_loss: 0.0311757 | Time: 1388.37 ms [2020-12-21 06:22:10 main:581] : INFO : Epoch 891 | loss: 0.0311415 | val_loss: 0.0311716 | Time: 1394.45 ms [2020-12-21 06:22:11 main:581] : INFO : Epoch 892 | loss: 0.0311377 | val_loss: 0.0311705 | Time: 1389.26 ms [2020-12-21 06:22:13 main:581] : INFO : Epoch 893 | loss: 0.031135 | val_loss: 0.0311703 | Time: 1388.39 ms [2020-12-21 06:22:14 main:581] : INFO : Epoch 894 | loss: 0.0311387 | val_loss: 0.0311737 | Time: 1389.33 ms [2020-12-21 06:22:15 main:581] : INFO : Epoch 895 | loss: 0.031139 | val_loss: 0.0311737 | Time: 1390.68 ms [2020-12-21 06:22:17 main:581] : INFO : Epoch 896 | loss: 0.0311361 | val_loss: 0.0311745 | Time: 1392.8 ms [2020-12-21 06:22:18 main:581] : INFO : Epoch 897 | loss: 0.0311378 | val_loss: 0.0311711 | Time: 1386.26 ms [2020-12-21 06:22:20 main:581] : INFO : Epoch 898 | loss: 0.031136 | val_loss: 0.0311732 | Time: 1391.83 ms [2020-12-21 06:22:21 main:581] : INFO : Epoch 899 | loss: 0.0311346 | val_loss: 0.0311723 | Time: 1389.76 ms [2020-12-21 06:22:22 main:581] : INFO : Epoch 900 | loss: 0.0311356 | val_loss: 0.0311724 | Time: 1406.67 ms [2020-12-21 06:22:24 main:581] : INFO : Epoch 901 | loss: 0.0311342 | val_loss: 0.0311713 | Time: 1389.42 ms [2020-12-21 06:22:25 main:581] : INFO : Epoch 902 | loss: 0.0311317 | val_loss: 0.0311716 | Time: 1394.92 ms [2020-12-21 06:22:27 main:581] : INFO : Epoch 903 | loss: 0.0311304 | val_loss: 0.0311702 | Time: 1389.24 ms [2020-12-21 06:22:28 main:581] : INFO : Epoch 904 | loss: 0.031131 | val_loss: 0.0311719 | Time: 1391.3 ms [2020-12-21 06:22:29 main:581] : INFO : Epoch 905 | loss: 0.0311316 | val_loss: 0.03117 | Time: 1392.75 ms [2020-12-21 06:22:31 main:581] : INFO : Epoch 906 | loss: 0.0311298 | val_loss: 0.0311698 | Time: 1397.65 ms [2020-12-21 06:22:32 main:581] : INFO : Epoch 907 | loss: 0.0311287 | val_loss: 0.0311733 | Time: 1398.6 ms [2020-12-21 06:22:34 main:581] : INFO : Epoch 908 | loss: 0.03113 | val_loss: 0.0311761 | Time: 1385.11 ms [2020-12-21 06:22:35 main:581] : INFO : Epoch 909 | loss: 0.0311276 | val_loss: 0.0311725 | Time: 1387.44 ms [2020-12-21 06:22:36 main:581] : INFO : Epoch 910 | loss: 0.0311277 | val_loss: 0.0311752 | Time: 1391.71 ms [2020-12-21 06:22:38 main:581] : INFO : Epoch 911 | loss: 0.0311281 | val_loss: 0.0311825 | Time: 1398.16 ms [2020-12-21 06:22:39 main:581] : INFO : Epoch 912 | loss: 0.0311294 | val_loss: 0.0311732 | Time: 1390.11 ms [2020-12-21 06:22:41 main:581] : INFO : Epoch 913 | loss: 0.0311292 | val_loss: 0.0311756 | Time: 1395.85 ms [2020-12-21 06:22:42 main:581] : INFO : Epoch 914 | loss: 0.0311294 | val_loss: 0.0311744 | Time: 1393.42 ms [2020-12-21 06:22:43 main:581] : INFO : Epoch 915 | loss: 0.0311298 | val_loss: 0.0311737 | Time: 1398.68 ms [2020-12-21 06:22:45 main:581] : INFO : Epoch 916 | loss: 0.0311307 | val_loss: 0.0311735 | Time: 1395.23 ms [2020-12-21 06:22:46 main:581] : INFO : Epoch 917 | loss: 0.0311308 | val_loss: 0.0311742 | Time: 1389.97 ms [2020-12-21 06:22:47 main:581] : INFO : Epoch 918 | loss: 0.0311305 | val_loss: 0.0311816 | Time: 1406.34 ms [2020-12-21 06:22:49 main:581] : INFO : Epoch 919 | loss: 0.0311308 | val_loss: 0.0311702 | Time: 1396.88 ms [2020-12-21 06:22:50 main:581] : INFO : Epoch 920 | loss: 0.0311297 | val_loss: 0.031171 | Time: 1393.32 ms [2020-12-21 06:22:52 main:581] : INFO : Epoch 921 | loss: 0.0311288 | val_loss: 0.0311752 | Time: 1387.79 ms [2020-12-21 06:22:53 main:581] : INFO : Epoch 922 | loss: 0.0311312 | val_loss: 0.0311738 | Time: 1390.28 ms [2020-12-21 06:22:54 main:581] : INFO : Epoch 923 | loss: 0.0311341 | val_loss: 0.0311736 | Time: 1391.29 ms [2020-12-21 06:22:56 main:581] : INFO : Epoch 924 | loss: 0.0311352 | val_loss: 0.0311694 | Time: 1394.19 ms [2020-12-21 06:22:57 main:581] : INFO : Epoch 925 | loss: 0.0311342 | val_loss: 0.031172 | Time: 1392.26 ms [2020-12-21 06:22:59 main:581] : INFO : Epoch 926 | loss: 0.0311327 | val_loss: 0.0311761 | Time: 1400.89 ms [2020-12-21 06:23:00 main:581] : INFO : Epoch 927 | loss: 0.0311389 | val_loss: 0.0311698 | Time: 1400.67 ms [2020-12-21 06:23:01 main:581] : INFO : Epoch 928 | loss: 0.0311385 | val_loss: 0.03117 | Time: 1398.89 ms [2020-12-21 06:23:03 main:581] : INFO : Epoch 929 | loss: 0.0311353 | val_loss: 0.0311681 | Time: 1386.71 ms [2020-12-21 06:23:04 main:581] : INFO : Epoch 930 | loss: 0.0311329 | val_loss: 0.0311709 | Time: 1389.94 ms [2020-12-21 06:23:06 main:581] : INFO : Epoch 931 | loss: 0.0311333 | val_loss: 0.0311693 | Time: 1405.93 ms [2020-12-21 06:23:07 main:581] : INFO : Epoch 932 | loss: 0.0311333 | val_loss: 0.0311731 | Time: 1392.7 ms [2020-12-21 06:23:08 main:581] : INFO : Epoch 933 | loss: 0.0311329 | val_loss: 0.0311698 | Time: 1399.41 ms [2020-12-21 06:23:10 main:581] : INFO : Epoch 934 | loss: 0.0311349 | val_loss: 0.0311645 | Time: 1397.1 ms [2020-12-21 06:23:11 main:581] : INFO : Epoch 935 | loss: 0.0311368 | val_loss: 0.0311648 | Time: 1398.51 ms [2020-12-21 06:23:13 main:581] : INFO : Epoch 936 | loss: 0.0311386 | val_loss: 0.0311637 | Time: 1391.4 ms [2020-12-21 06:23:14 main:581] : INFO : Epoch 937 | loss: 0.0311375 | val_loss: 0.0311628 | Time: 1395.24 ms [2020-12-21 06:23:15 main:581] : INFO : Epoch 938 | loss: 0.031134 | val_loss: 0.0311674 | Time: 1396.19 ms [2020-12-21 06:23:17 main:581] : INFO : Epoch 939 | loss: 0.031133 | val_loss: 0.0311628 | Time: 1407.19 ms [2020-12-21 06:23:18 main:581] : INFO : Epoch 940 | loss: 0.0311332 | val_loss: 0.0311791 | Time: 1388.14 ms [2020-12-21 06:23:20 main:581] : INFO : Epoch 941 | loss: 0.0311335 | val_loss: 0.0311655 | Time: 1392.49 ms [2020-12-21 06:23:21 main:581] : INFO : Epoch 942 | loss: 0.0311322 | val_loss: 0.0311688 | Time: 1394.29 ms [2020-12-21 06:23:22 main:581] : INFO : Epoch 943 | loss: 0.0311311 | val_loss: 0.0311685 | Time: 1397.06 ms [2020-12-21 06:23:24 main:581] : INFO : Epoch 944 | loss: 0.0311315 | val_loss: 0.0311655 | Time: 1414.92 ms [2020-12-21 06:23:25 main:581] : INFO : Epoch 945 | loss: 0.0311311 | val_loss: 0.0311677 | Time: 1396.75 ms [2020-12-21 06:23:27 main:581] : INFO : Epoch 946 | loss: 0.0311316 | val_loss: 0.0311651 | Time: 1391.27 ms [2020-12-21 06:23:28 main:581] : INFO : Epoch 947 | loss: 0.031132 | val_loss: 0.0311676 | Time: 1393.02 ms [2020-12-21 06:23:29 main:581] : INFO : Epoch 948 | loss: 0.0311311 | val_loss: 0.0311716 | Time: 1391.67 ms [2020-12-21 06:23:31 main:581] : INFO : Epoch 949 | loss: 0.0311336 | val_loss: 0.0311648 | Time: 1395.9 ms [2020-12-21 06:23:32 main:581] : INFO : Epoch 950 | loss: 0.031128 | val_loss: 0.0311683 | Time: 1395.12 ms [2020-12-21 06:23:34 main:581] : INFO : Epoch 951 | loss: 0.0311275 | val_loss: 0.0311657 | Time: 1391.3 ms [2020-12-21 06:23:35 main:581] : INFO : Epoch 952 | loss: 0.0311274 | val_loss: 0.0311697 | Time: 1389.65 ms [2020-12-21 06:23:36 main:581] : INFO : Epoch 953 | loss: 0.0311275 | val_loss: 0.0311684 | Time: 1395.04 ms [2020-12-21 06:23:38 main:581] : INFO : Epoch 954 | loss: 0.0311295 | val_loss: 0.031169 | Time: 1390.83 ms [2020-12-21 06:23:39 main:581] : INFO : Epoch 955 | loss: 0.0311286 | val_loss: 0.0311697 | Time: 1395.75 ms [2020-12-21 06:23:41 main:581] : INFO : Epoch 956 | loss: 0.0311308 | val_loss: 0.031165 | Time: 1392.24 ms [2020-12-21 06:23:42 main:581] : INFO : Epoch 957 | loss: 0.0311303 | val_loss: 0.0311685 | Time: 1398 ms [2020-12-21 06:23:43 main:581] : INFO : Epoch 958 | loss: 0.0311309 | val_loss: 0.0311695 | Time: 1394.18 ms [2020-12-21 06:23:45 main:581] : INFO : Epoch 959 | loss: 0.0311326 | val_loss: 0.0311699 | Time: 1396.24 ms [2020-12-21 06:23:46 main:581] : INFO : Epoch 960 | loss: 0.0311309 | val_loss: 0.0311687 | Time: 1390.38 ms [2020-12-21 06:23:47 main:581] : INFO : Epoch 961 | loss: 0.0311328 | val_loss: 0.0311667 | Time: 1396.29 ms [2020-12-21 06:23:49 main:581] : INFO : Epoch 962 | loss: 0.0311289 | val_loss: 0.0311788 | Time: 1388.21 ms [2020-12-21 06:23:50 main:581] : INFO : Epoch 963 | loss: 0.0311367 | val_loss: 0.031166 | Time: 1391.55 ms [2020-12-21 06:23:52 main:581] : INFO : Epoch 964 | loss: 0.03113 | val_loss: 0.0311717 | Time: 1400.24 ms [2020-12-21 06:23:53 main:581] : INFO : Epoch 965 | loss: 0.0311273 | val_loss: 0.0311666 | Time: 1400.24 ms [2020-12-21 06:23:54 main:581] : INFO : Epoch 966 | loss: 0.0311279 | val_loss: 0.0311671 | Time: 1393.44 ms [2020-12-21 06:23:56 main:581] : INFO : Epoch 967 | loss: 0.031129 | val_loss: 0.0311637 | Time: 1399.1 ms [2020-12-21 06:23:57 main:581] : INFO : Epoch 968 | loss: 0.0311293 | val_loss: 0.0311639 | Time: 1392.84 ms [2020-12-21 06:23:59 main:581] : INFO : Epoch 969 | loss: 0.0311286 | val_loss: 0.0311685 | Time: 1394.62 ms [2020-12-21 06:24:00 main:581] : INFO : Epoch 970 | loss: 0.0311309 | val_loss: 0.0311643 | Time: 1399.91 ms [2020-12-21 06:24:01 main:581] : INFO : Epoch 971 | loss: 0.0311292 | val_loss: 0.0311659 | Time: 1394.32 ms [2020-12-21 06:24:03 main:581] : INFO : Epoch 972 | loss: 0.0311278 | val_loss: 0.0311639 | Time: 1395.37 ms [2020-12-21 06:24:04 main:581] : INFO : Epoch 973 | loss: 0.0311321 | val_loss: 0.0311618 | Time: 1395.71 ms [2020-12-21 06:24:06 main:581] : INFO : Epoch 974 | loss: 0.0311319 | val_loss: 0.0311634 | Time: 1409.15 ms [2020-12-21 06:24:07 main:581] : INFO : Epoch 975 | loss: 0.0311313 | val_loss: 0.0311623 | Time: 1398.35 ms [2020-12-21 06:24:08 main:581] : INFO : Epoch 976 | loss: 0.031132 | val_loss: 0.0311699 | Time: 1396.43 ms [2020-12-21 06:24:10 main:581] : INFO : Epoch 977 | loss: 0.0311306 | val_loss: 0.0311675 | Time: 1401.96 ms [2020-12-21 06:24:11 main:581] : INFO : Epoch 978 | loss: 0.0311286 | val_loss: 0.0311673 | Time: 1397.16 ms [2020-12-21 06:24:13 main:581] : INFO : Epoch 979 | loss: 0.0311312 | val_loss: 0.0311647 | Time: 1413.46 ms [2020-12-21 06:24:14 main:581] : INFO : Epoch 980 | loss: 0.0311345 | val_loss: 0.0311707 | Time: 1392.74 ms [2020-12-21 06:24:15 main:581] : INFO : Epoch 981 | loss: 0.0311369 | val_loss: 0.0311662 | Time: 1391.14 ms [2020-12-21 06:24:17 main:581] : INFO : Epoch 982 | loss: 0.0311369 | val_loss: 0.0311661 | Time: 1399.18 ms [2020-12-21 06:24:18 main:581] : INFO : Epoch 983 | loss: 0.031136 | val_loss: 0.0311711 | Time: 1397.94 ms [2020-12-21 06:24:20 main:581] : INFO : Epoch 984 | loss: 0.0311388 | val_loss: 0.0311639 | Time: 1398.46 ms [2020-12-21 06:24:21 main:581] : INFO : Epoch 985 | loss: 0.0311368 | val_loss: 0.0311758 | Time: 1397.11 ms [2020-12-21 06:24:22 main:581] : INFO : Epoch 986 | loss: 0.0311356 | val_loss: 0.031166 | Time: 1398.48 ms [2020-12-21 06:24:24 main:581] : INFO : Epoch 987 | loss: 0.0311306 | val_loss: 0.0311651 | Time: 1410.42 ms [2020-12-21 06:24:25 main:581] : INFO : Epoch 988 | loss: 0.0311307 | val_loss: 0.0311689 | Time: 1396.58 ms [2020-12-21 06:24:27 main:581] : INFO : Epoch 989 | loss: 0.0311347 | val_loss: 0.0311637 | Time: 1391.74 ms [2020-12-21 06:24:28 main:581] : INFO : Epoch 990 | loss: 0.0311323 | val_loss: 0.0311694 | Time: 1386.59 ms [2020-12-21 06:24:29 main:581] : INFO : Epoch 991 | loss: 0.0311284 | val_loss: 0.0311633 | Time: 1388.35 ms [2020-12-21 06:24:31 main:581] : INFO : Epoch 992 | loss: 0.0311301 | val_loss: 0.0311653 | Time: 1390.46 ms [2020-12-21 06:24:32 main:581] : INFO : Epoch 993 | loss: 0.0311284 | val_loss: 0.0311633 | Time: 1426.71 ms [2020-12-21 06:24:34 main:581] : INFO : Epoch 994 | loss: 0.0311298 | val_loss: 0.0311698 | Time: 1389.86 ms [2020-12-21 06:24:35 main:581] : INFO : Epoch 995 | loss: 0.0311334 | val_loss: 0.0311668 | Time: 1388.51 ms [2020-12-21 06:24:36 main:581] : INFO : Epoch 996 | loss: 0.0311315 | val_loss: 0.0311714 | Time: 1391.2 ms [2020-12-21 06:24:38 main:581] : INFO : Epoch 997 | loss: 0.0311302 | val_loss: 0.0311655 | Time: 1386.4 ms [2020-12-21 06:24:39 main:581] : INFO : Epoch 998 | loss: 0.0311294 | val_loss: 0.0311682 | Time: 1398.87 ms [2020-12-21 06:24:41 main:581] : INFO : Epoch 999 | loss: 0.0311291 | val_loss: 0.0311657 | Time: 1395.03 ms [2020-12-21 06:24:42 main:581] : INFO : Epoch 1000 | loss: 0.0311284 | val_loss: 0.0311688 | Time: 1390.49 ms [2020-12-21 06:24:43 main:581] : INFO : Epoch 1001 | loss: 0.031133 | val_loss: 0.0311666 | Time: 1387.39 ms [2020-12-21 06:24:45 main:581] : INFO : Epoch 1002 | loss: 0.0311384 | val_loss: 0.0311725 | Time: 1401.62 ms [2020-12-21 06:24:46 main:581] : INFO : Epoch 1003 | loss: 0.0311346 | val_loss: 0.0311769 | Time: 1391.8 ms [2020-12-21 06:24:48 main:581] : INFO : Epoch 1004 | loss: 0.0311314 | val_loss: 0.0311752 | Time: 1390.86 ms [2020-12-21 06:24:49 main:581] : INFO : Epoch 1005 | loss: 0.0311315 | val_loss: 0.0311722 | Time: 1400.73 ms [2020-12-21 06:24:50 main:581] : INFO : Epoch 1006 | loss: 0.0311316 | val_loss: 0.0311705 | Time: 1390.35 ms [2020-12-21 06:24:52 main:581] : INFO : Epoch 1007 | loss: 0.031131 | val_loss: 0.0311644 | Time: 1399.98 ms [2020-12-21 06:24:53 main:581] : INFO : Epoch 1008 | loss: 0.0311302 | val_loss: 0.0311639 | Time: 1390.23 ms [2020-12-21 06:24:55 main:581] : INFO : Epoch 1009 | loss: 0.0311289 | val_loss: 0.0311635 | Time: 1392.03 ms [2020-12-21 06:24:56 main:581] : INFO : Epoch 1010 | loss: 0.0311296 | val_loss: 0.031166 | Time: 1393.11 ms [2020-12-21 06:24:57 main:581] : INFO : Epoch 1011 | loss: 0.0311318 | val_loss: 0.031164 | Time: 1394.63 ms [2020-12-21 06:24:59 main:581] : INFO : Epoch 1012 | loss: 0.0311279 | val_loss: 0.0311682 | Time: 1393.65 ms [2020-12-21 06:25:00 main:581] : INFO : Epoch 1013 | loss: 0.0311285 | val_loss: 0.0311787 | Time: 1392.67 ms [2020-12-21 06:25:01 main:581] : INFO : Epoch 1014 | loss: 0.0311336 | val_loss: 0.0311611 | Time: 1392.34 ms [2020-12-21 06:25:03 main:581] : INFO : Epoch 1015 | loss: 0.0311297 | val_loss: 0.0311636 | Time: 1397.85 ms [2020-12-21 06:25:04 main:581] : INFO : Epoch 1016 | loss: 0.031135 | val_loss: 0.0311638 | Time: 1390.55 ms [2020-12-21 06:25:06 main:581] : INFO : Epoch 1017 | loss: 0.0311347 | val_loss: 0.0311629 | Time: 1400.98 ms [2020-12-21 06:25:07 main:581] : INFO : Epoch 1018 | loss: 0.0311333 | val_loss: 0.031167 | Time: 1393.01 ms [2020-12-21 06:25:08 main:581] : INFO : Epoch 1019 | loss: 0.0311327 | val_loss: 0.031162 | Time: 1394.04 ms [2020-12-21 06:25:10 main:581] : INFO : Epoch 1020 | loss: 0.0311333 | val_loss: 0.0311638 | Time: 1413.5 ms [2020-12-21 06:25:11 main:581] : INFO : Epoch 1021 | loss: 0.0311324 | val_loss: 0.0311676 | Time: 1464.89 ms [2020-12-21 06:25:13 main:581] : INFO : Epoch 1022 | loss: 0.0311331 | val_loss: 0.0311657 | Time: 1396.09 ms [2020-12-21 06:25:14 main:581] : INFO : Epoch 1023 | loss: 0.0311291 | val_loss: 0.0311626 | Time: 1394.57 ms [2020-12-21 06:25:16 main:581] : INFO : Epoch 1024 | loss: 0.0311277 | val_loss: 0.0311624 | Time: 1402.59 ms [2020-12-21 06:25:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311624 [2020-12-21 06:25:16 main:610] : INFO : Saving end state to config to file [2020-12-21 06:25:16 main:615] : INFO : Success, exiting.. 06:25:16 (1102969): 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)