Task 3336435
| Name | ParityModified-1605151014-28321-11_0 |
| Workunit | 1599623 |
| Created | 18 Dec 2020, 18:17:29 UTC |
| Sent | 21 Dec 2020, 1:31:21 UTC |
| Report deadline | 28 Dec 2020, 1:31:21 UTC |
| Received | 21 Dec 2020, 14:04:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 32 sec |
| CPU time | 24 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311708 | val_loss: 0.031175 | Time: 1452.87 ms [2020-12-21 08:16:00 main:581] : INFO : Epoch 511 | loss: 0.0311699 | val_loss: 0.0311716 | Time: 1422.88 ms [2020-12-21 08:16:01 main:581] : INFO : Epoch 512 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 1414.75 ms [2020-12-21 08:16:03 main:581] : INFO : Epoch 513 | loss: 0.031168 | val_loss: 0.0311705 | Time: 1420.95 ms [2020-12-21 08:16:04 main:581] : INFO : Epoch 514 | loss: 0.0311681 | val_loss: 0.0311715 | Time: 1425.77 ms [2020-12-21 08:16:06 main:581] : INFO : Epoch 515 | loss: 0.0311695 | val_loss: 0.031175 | Time: 1442.6 ms [2020-12-21 08:16:07 main:581] : INFO : Epoch 516 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 1422.68 ms [2020-12-21 08:16:09 main:581] : INFO : Epoch 517 | loss: 0.0311735 | val_loss: 0.031177 | Time: 1441.81 ms [2020-12-21 08:16:10 main:581] : INFO : Epoch 518 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 1444.14 ms [2020-12-21 08:16:12 main:581] : INFO : Epoch 519 | loss: 0.0311733 | val_loss: 0.0311728 | Time: 1452.65 ms [2020-12-21 08:16:13 main:581] : INFO : Epoch 520 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 1435.29 ms [2020-12-21 08:16:14 main:581] : INFO : Epoch 521 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 1463.13 ms [2020-12-21 08:16:16 main:581] : INFO : Epoch 522 | loss: 0.0311744 | val_loss: 0.0311791 | Time: 1452.73 ms [2020-12-21 08:16:17 main:581] : INFO : Epoch 523 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1537.34 ms [2020-12-21 08:16:19 main:581] : INFO : Epoch 524 | loss: 0.0311723 | val_loss: 0.031179 | Time: 1422.71 ms [2020-12-21 08:16:20 main:581] : INFO : Epoch 525 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 1417.68 ms [2020-12-21 08:16:22 main:581] : INFO : Epoch 526 | loss: 0.0311729 | val_loss: 0.031179 | Time: 1410.23 ms [2020-12-21 08:16:23 main:581] : INFO : Epoch 527 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1410.87 ms [2020-12-21 08:16:25 main:581] : INFO : Epoch 528 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 1409.2 ms [2020-12-21 08:16:26 main:581] : INFO : Epoch 529 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 1403.1 ms [2020-12-21 08:16:27 main:581] : INFO : Epoch 530 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 1425.55 ms [2020-12-21 08:16:29 main:581] : INFO : Epoch 531 | loss: 0.031171 | val_loss: 0.0311762 | Time: 1414.9 ms [2020-12-21 08:16:30 main:581] : INFO : Epoch 532 | loss: 0.0311707 | val_loss: 0.031179 | Time: 1401.07 ms [2020-12-21 08:16:32 main:581] : INFO : Epoch 533 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 1427.01 ms [2020-12-21 08:16:33 main:581] : INFO : Epoch 534 | loss: 0.0311725 | val_loss: 0.0311763 | Time: 1416.4 ms [2020-12-21 08:16:34 main:581] : INFO : Epoch 535 | loss: 0.0311703 | val_loss: 0.0311749 | Time: 1417.59 ms [2020-12-21 08:16:36 main:581] : INFO : Epoch 536 | loss: 0.0311728 | val_loss: 0.0311786 | Time: 1407.29 ms [2020-12-21 08:16:37 main:581] : INFO : Epoch 537 | loss: 0.0311725 | val_loss: 0.0311777 | Time: 1416.36 ms [2020-12-21 08:16:39 main:581] : INFO : Epoch 538 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 1410.98 ms [2020-12-21 08:16:40 main:581] : INFO : Epoch 539 | loss: 0.0311723 | val_loss: 0.0311754 | Time: 1450.09 ms [2020-12-21 08:16:42 main:581] : INFO : Epoch 540 | loss: 0.0311727 | val_loss: 0.031175 | Time: 1414.48 ms [2020-12-21 08:16:43 main:581] : INFO : Epoch 541 | loss: 0.0311726 | val_loss: 0.0311751 | Time: 1410.86 ms [2020-12-21 08:16:44 main:581] : INFO : Epoch 542 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 1432.63 ms [2020-12-21 08:16:46 main:581] : INFO : Epoch 543 | loss: 0.0311725 | val_loss: 0.0311754 | Time: 1422.06 ms [2020-12-21 08:16:47 main:581] : INFO : Epoch 544 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 1428.44 ms [2020-12-21 08:16:49 main:581] : INFO : Epoch 545 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 1421.6 ms [2020-12-21 08:16:50 main:581] : INFO : Epoch 546 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1433.4 ms [2020-12-21 08:16:52 main:581] : INFO : Epoch 547 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1451.32 ms [2020-12-21 08:16:53 main:581] : INFO : Epoch 548 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1422.05 ms [2020-12-21 08:16:54 main:581] : INFO : Epoch 549 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 1424.66 ms [2020-12-21 08:16:56 main:581] : INFO : Epoch 550 | loss: 0.031171 | val_loss: 0.0311763 | Time: 1417.97 ms [2020-12-21 08:16:57 main:581] : INFO : Epoch 551 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 1436.75 ms [2020-12-21 08:16:59 main:581] : INFO : Epoch 552 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 1410.67 ms [2020-12-21 08:17:00 main:581] : INFO : Epoch 553 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 1432.14 ms [2020-12-21 08:17:01 main:581] : INFO : Epoch 554 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 1421.82 ms [2020-12-21 08:17:03 main:581] : INFO : Epoch 555 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 1415.39 ms [2020-12-21 08:17:04 main:581] : INFO : Epoch 556 | loss: 0.03117 | val_loss: 0.0311794 | Time: 1428.08 ms [2020-12-21 08:17:06 main:581] : INFO : Epoch 557 | loss: 0.0311709 | val_loss: 0.031175 | Time: 1404.96 ms [2020-12-21 08:17:07 main:581] : INFO : Epoch 558 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 1427.01 ms [2020-12-21 08:17:09 main:581] : INFO : Epoch 559 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1423.59 ms [2020-12-21 08:17:10 main:581] : INFO : Epoch 560 | loss: 0.031171 | val_loss: 0.0311806 | Time: 1416.86 ms [2020-12-21 08:17:11 main:581] : INFO : Epoch 561 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 1411.14 ms [2020-12-21 08:17:13 main:581] : INFO : Epoch 562 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 1426.33 ms [2020-12-21 08:17:14 main:581] : INFO : Epoch 563 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 1419.39 ms [2020-12-21 08:17:16 main:581] : INFO : Epoch 564 | loss: 0.0311729 | val_loss: 0.031176 | Time: 1394.59 ms [2020-12-21 08:17:17 main:581] : INFO : Epoch 565 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1422.35 ms [2020-12-21 08:17:19 main:581] : INFO : Epoch 566 | loss: 0.0311702 | val_loss: 0.0311751 | Time: 1450.79 ms [2020-12-21 08:17:20 main:581] : INFO : Epoch 567 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 1413.5 ms [2020-12-21 08:17:21 main:581] : INFO : Epoch 568 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 1422.33 ms [2020-12-21 08:17:23 main:581] : INFO : Epoch 569 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 1434.44 ms [2020-12-21 08:17:24 main:581] : INFO : Epoch 570 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 1418.52 ms [2020-12-21 08:17:26 main:581] : INFO : Epoch 571 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 1451.2 ms [2020-12-21 08:17:27 main:581] : INFO : Epoch 572 | loss: 0.0311725 | val_loss: 0.031178 | Time: 1418.11 ms [2020-12-21 08:17:29 main:581] : INFO : Epoch 573 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 1420.77 ms [2020-12-21 08:17:30 main:581] : INFO : Epoch 574 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 1439.75 ms [2020-12-21 08:17:31 main:581] : INFO : Epoch 575 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 1431.77 ms [2020-12-21 08:17:33 main:581] : INFO : Epoch 576 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 1430.04 ms [2020-12-21 08:17:34 main:581] : INFO : Epoch 577 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1432.17 ms [2020-12-21 08:17:36 main:581] : INFO : Epoch 578 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 1439.81 ms [2020-12-21 08:17:37 main:581] : INFO : Epoch 579 | loss: 0.0311708 | val_loss: 0.0311817 | Time: 1412 ms [2020-12-21 08:17:39 main:581] : INFO : Epoch 580 | loss: 0.0311701 | val_loss: 0.0311795 | Time: 1435.8 ms [2020-12-21 08:17:40 main:581] : INFO : Epoch 581 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1433.27 ms [2020-12-21 08:17:41 main:581] : INFO : Epoch 582 | loss: 0.0311702 | val_loss: 0.031179 | Time: 1422.47 ms [2020-12-21 08:17:43 main:581] : INFO : Epoch 583 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 1440.77 ms [2020-12-21 08:17:44 main:581] : INFO : Epoch 584 | loss: 0.031169 | val_loss: 0.0311784 | Time: 1428.77 ms [2020-12-21 08:17:46 main:581] : INFO : Epoch 585 | loss: 0.0311687 | val_loss: 0.0311817 | Time: 1426.61 ms [2020-12-21 08:17:47 main:581] : INFO : Epoch 586 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 1445.62 ms [2020-12-21 08:17:49 main:581] : INFO : Epoch 587 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1408.75 ms [2020-12-21 08:17:50 main:581] : INFO : Epoch 588 | loss: 0.0311699 | val_loss: 0.0311773 | Time: 1422.36 ms [2020-12-21 08:17:51 main:581] : INFO : Epoch 589 | loss: 0.0311704 | val_loss: 0.0311851 | Time: 1426.61 ms [2020-12-21 08:17:53 main:581] : INFO : Epoch 590 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 1418.55 ms [2020-12-21 08:17:54 main:581] : INFO : Epoch 591 | loss: 0.0311708 | val_loss: 0.0311745 | Time: 1473.15 ms [2020-12-21 08:17:56 main:581] : INFO : Epoch 592 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1458.87 ms [2020-12-21 08:17:57 main:581] : INFO : Epoch 593 | loss: 0.0311701 | val_loss: 0.0311767 | Time: 1470.49 ms [2020-12-21 08:17:59 main:581] : INFO : Epoch 594 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1465.18 ms [2020-12-21 08:18:00 main:581] : INFO : Epoch 595 | loss: 0.0311688 | val_loss: 0.0311774 | Time: 1432.94 ms [2020-12-21 08:18:02 main:581] : INFO : Epoch 596 | loss: 0.0311695 | val_loss: 0.031175 | Time: 1447.45 ms [2020-12-21 08:18:03 main:581] : INFO : Epoch 597 | loss: 0.0311697 | val_loss: 0.031176 | Time: 1462.02 ms [2020-12-21 08:18:04 main:581] : INFO : Epoch 598 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1458.47 ms [2020-12-21 08:18:06 main:581] : INFO : Epoch 599 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 1459.65 ms [2020-12-21 08:18:07 main:581] : INFO : Epoch 600 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 1478.91 ms [2020-12-21 08:18:09 main:581] : INFO : Epoch 601 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 1413.93 ms [2020-12-21 08:18:10 main:581] : INFO : Epoch 602 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 1378.26 ms [2020-12-21 08:18:12 main:581] : INFO : Epoch 603 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 1394.19 ms [2020-12-21 08:18:13 main:581] : INFO : Epoch 604 | loss: 0.0311732 | val_loss: 0.0311726 | Time: 1397.86 ms [2020-12-21 08:18:14 main:581] : INFO : Epoch 605 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1390.47 ms [2020-12-21 08:18:16 main:581] : INFO : Epoch 606 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 1397.31 ms [2020-12-21 08:18:17 main:581] : INFO : Epoch 607 | loss: 0.0311744 | val_loss: 0.0311741 | Time: 1443.78 ms [2020-12-21 08:18:19 main:581] : INFO : Epoch 608 | loss: 0.0311721 | val_loss: 0.0311735 | Time: 1392.07 ms [2020-12-21 08:18:20 main:581] : INFO : Epoch 609 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 1394.24 ms [2020-12-21 08:18:21 main:581] : INFO : Epoch 610 | loss: 0.0311743 | val_loss: 0.0311792 | Time: 1389.27 ms [2020-12-21 08:18:23 main:581] : INFO : Epoch 611 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 1407.14 ms [2020-12-21 08:18:24 main:581] : INFO : Epoch 612 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 1394.94 ms [2020-12-21 08:18:26 main:581] : INFO : Epoch 613 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1403.7 ms [2020-12-21 08:18:27 main:581] : INFO : Epoch 614 | loss: 0.0311783 | val_loss: 0.031174 | Time: 1381.59 ms [2020-12-21 08:18:28 main:581] : INFO : Epoch 615 | loss: 0.0311754 | val_loss: 0.0311761 | Time: 1424.63 ms [2020-12-21 08:18:30 main:581] : INFO : Epoch 616 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 1396.07 ms [2020-12-21 08:18:31 main:581] : INFO : Epoch 617 | loss: 0.0311735 | val_loss: 0.0311729 | Time: 1404.08 ms [2020-12-21 08:18:33 main:581] : INFO : Epoch 618 | loss: 0.0311746 | val_loss: 0.0311742 | Time: 1382.76 ms [2020-12-21 08:18:34 main:581] : INFO : Epoch 619 | loss: 0.0311772 | val_loss: 0.0311743 | Time: 1414.33 ms [2020-12-21 08:18:35 main:581] : INFO : Epoch 620 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 1407.45 ms [2020-12-21 08:18:37 main:581] : INFO : Epoch 621 | loss: 0.0311776 | val_loss: 0.0311741 | Time: 1409.84 ms [2020-12-21 08:18:38 main:581] : INFO : Epoch 622 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 1392.71 ms [2020-12-21 08:18:40 main:581] : INFO : Epoch 623 | loss: 0.0311749 | val_loss: 0.0311758 | Time: 1390.72 ms [2020-12-21 08:18:41 main:581] : INFO : Epoch 624 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 1403.45 ms [2020-12-21 08:18:42 main:581] : INFO : Epoch 625 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 1392.62 ms [2020-12-21 08:18:44 main:581] : INFO : Epoch 626 | loss: 0.0311736 | val_loss: 0.0311761 | Time: 1400.74 ms [2020-12-21 08:18:45 main:581] : INFO : Epoch 627 | loss: 0.0311728 | val_loss: 0.0311785 | Time: 1396.89 ms [2020-12-21 08:18:47 main:581] : INFO : Epoch 628 | loss: 0.0311742 | val_loss: 0.0311761 | Time: 1410.96 ms [2020-12-21 08:18:48 main:581] : INFO : Epoch 629 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 1392.23 ms [2020-12-21 08:18:49 main:581] : INFO : Epoch 630 | loss: 0.0311735 | val_loss: 0.0311771 | Time: 1410.48 ms [2020-12-21 08:18:51 main:581] : INFO : Epoch 631 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 1398.21 ms [2020-12-21 08:18:52 main:581] : INFO : Epoch 632 | loss: 0.0311737 | val_loss: 0.031178 | Time: 1396.94 ms [2020-12-21 08:18:54 main:581] : INFO : Epoch 633 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 1399.75 ms [2020-12-21 08:18:55 main:581] : INFO : Epoch 634 | loss: 0.0311731 | val_loss: 0.0311774 | Time: 1393.76 ms [2020-12-21 08:18:56 main:581] : INFO : Epoch 635 | loss: 0.0311715 | val_loss: 0.031176 | Time: 1432.54 ms [2020-12-21 08:18:58 main:581] : INFO : Epoch 636 | loss: 0.031171 | val_loss: 0.031176 | Time: 1430.06 ms [2020-12-21 08:18:59 main:581] : INFO : Epoch 637 | loss: 0.0311714 | val_loss: 0.031176 | Time: 1394.24 ms [2020-12-21 08:19:01 main:581] : INFO : Epoch 638 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 1402.81 ms [2020-12-21 08:19:02 main:581] : INFO : Epoch 639 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 1406.27 ms [2020-12-21 08:19:04 main:581] : INFO : Epoch 640 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 1420.79 ms [2020-12-21 08:19:05 main:581] : INFO : Epoch 641 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 1408.14 ms [2020-12-21 08:19:06 main:581] : INFO : Epoch 642 | loss: 0.0311722 | val_loss: 0.0311768 | Time: 1405.64 ms [2020-12-21 08:19:08 main:581] : INFO : Epoch 643 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 1406.76 ms [2020-12-21 08:19:09 main:581] : INFO : Epoch 644 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 1397.34 ms [2020-12-21 08:19:11 main:581] : INFO : Epoch 645 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 1408.58 ms [2020-12-21 08:19:12 main:581] : INFO : Epoch 646 | loss: 0.031172 | val_loss: 0.0311785 | Time: 1394.3 ms [2020-12-21 08:19:13 main:581] : INFO : Epoch 647 | loss: 0.0311729 | val_loss: 0.031175 | Time: 1402.49 ms [2020-12-21 08:19:15 main:581] : INFO : Epoch 648 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1401.61 ms [2020-12-21 08:19:16 main:581] : INFO : Epoch 649 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 1401.34 ms [2020-12-21 08:19:18 main:581] : INFO : Epoch 650 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 1399.13 ms [2020-12-21 08:19:19 main:581] : INFO : Epoch 651 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1395.71 ms [2020-12-21 08:19:20 main:581] : INFO : Epoch 652 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 1406.1 ms [2020-12-21 08:19:22 main:581] : INFO : Epoch 653 | loss: 0.0311695 | val_loss: 0.0311757 | Time: 1398.15 ms [2020-12-21 08:19:23 main:581] : INFO : Epoch 654 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 1392.84 ms [2020-12-21 08:19:25 main:581] : INFO : Epoch 655 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 1419.43 ms [2020-12-21 08:19:26 main:581] : INFO : Epoch 656 | loss: 0.0311717 | val_loss: 0.0311754 | Time: 1388.2 ms [2020-12-21 08:19:27 main:581] : INFO : Epoch 657 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 1405.5 ms [2020-12-21 08:19:29 main:581] : INFO : Epoch 658 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 1384.38 ms [2020-12-21 08:19:30 main:581] : INFO : Epoch 659 | loss: 0.0311694 | val_loss: 0.0311739 | Time: 1409.67 ms [2020-12-21 08:19:32 main:581] : INFO : Epoch 660 | loss: 0.0311706 | val_loss: 0.0311732 | Time: 1411.78 ms [2020-12-21 08:19:33 main:581] : INFO : Epoch 661 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 1416.1 ms [2020-12-21 08:19:34 main:581] : INFO : Epoch 662 | loss: 0.0311833 | val_loss: 0.0311817 | Time: 1416.93 ms [2020-12-21 08:19:36 main:581] : INFO : Epoch 663 | loss: 0.0311845 | val_loss: 0.0311759 | Time: 1418.04 ms [2020-12-21 08:19:37 main:581] : INFO : Epoch 664 | loss: 0.0311812 | val_loss: 0.0311734 | Time: 1398.95 ms [2020-12-21 08:19:39 main:581] : INFO : Epoch 665 | loss: 0.0311805 | val_loss: 0.031177 | Time: 1404.55 ms [2020-12-21 08:19:40 main:581] : INFO : Epoch 666 | loss: 0.0311795 | val_loss: 0.0311738 | Time: 1400.7 ms [2020-12-21 08:19:41 main:581] : INFO : Epoch 667 | loss: 0.0311787 | val_loss: 0.0311744 | Time: 1415.53 ms [2020-12-21 08:19:43 main:581] : INFO : Epoch 668 | loss: 0.0311795 | val_loss: 0.0311741 | Time: 1412.22 ms [2020-12-21 08:19:44 main:581] : INFO : Epoch 669 | loss: 0.0311781 | val_loss: 0.0311741 | Time: 1407.17 ms [2020-12-21 08:19:46 main:581] : INFO : Epoch 670 | loss: 0.0311761 | val_loss: 0.0311771 | Time: 1416.13 ms [2020-12-21 08:19:47 main:581] : INFO : Epoch 671 | loss: 0.031177 | val_loss: 0.0311729 | Time: 1403.33 ms [2020-12-21 08:19:48 main:581] : INFO : Epoch 672 | loss: 0.0311749 | val_loss: 0.0311716 | Time: 1405.32 ms [2020-12-21 08:19:50 main:581] : INFO : Epoch 673 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 1391.81 ms [2020-12-21 08:19:51 main:581] : INFO : Epoch 674 | loss: 0.0311743 | val_loss: 0.0311731 | Time: 1403.97 ms [2020-12-21 08:19:53 main:581] : INFO : Epoch 675 | loss: 0.0311758 | val_loss: 0.0311728 | Time: 1431 ms [2020-12-21 08:19:54 main:581] : INFO : Epoch 676 | loss: 0.0311761 | val_loss: 0.0311759 | Time: 1406.21 ms [2020-12-21 08:19:56 main:581] : INFO : Epoch 677 | loss: 0.0311753 | val_loss: 0.0311733 | Time: 1462.78 ms [2020-12-21 08:19:57 main:581] : INFO : Epoch 678 | loss: 0.0311734 | val_loss: 0.0311736 | Time: 1474.24 ms [2020-12-21 08:19:58 main:581] : INFO : Epoch 679 | loss: 0.0311728 | val_loss: 0.0311725 | Time: 1460.45 ms [2020-12-21 08:20:00 main:581] : INFO : Epoch 680 | loss: 0.0311722 | val_loss: 0.0311729 | Time: 1476.39 ms [2020-12-21 08:20:01 main:581] : INFO : Epoch 681 | loss: 0.0311725 | val_loss: 0.0311745 | Time: 1425.81 ms [2020-12-21 08:20:03 main:581] : INFO : Epoch 682 | loss: 0.0311729 | val_loss: 0.0311732 | Time: 1456.98 ms [2020-12-21 08:20:04 main:581] : INFO : Epoch 683 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 1486.73 ms [2020-12-21 08:20:06 main:581] : INFO : Epoch 684 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 1478.56 ms [2020-12-21 08:20:07 main:581] : INFO : Epoch 685 | loss: 0.0311718 | val_loss: 0.0311728 | Time: 1467.63 ms [2020-12-21 08:20:09 main:581] : INFO : Epoch 686 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 1450.03 ms [2020-12-21 08:20:10 main:581] : INFO : Epoch 687 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 1464.62 ms [2020-12-21 08:20:12 main:581] : INFO : Epoch 688 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 1448.03 ms [2020-12-21 08:20:13 main:581] : INFO : Epoch 689 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 1470.43 ms [2020-12-21 08:20:15 main:581] : INFO : Epoch 690 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 1458.56 ms [2020-12-21 08:20:16 main:581] : INFO : Epoch 691 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 1439.12 ms [2020-12-21 08:20:17 main:581] : INFO : Epoch 692 | loss: 0.031172 | val_loss: 0.0311762 | Time: 1413.73 ms [2020-12-21 08:20:19 main:581] : INFO : Epoch 693 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 1419.02 ms [2020-12-21 08:20:20 main:581] : INFO : Epoch 694 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 1418.15 ms [2020-12-21 08:20:22 main:581] : INFO : Epoch 695 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 1395.23 ms [2020-12-21 08:20:23 main:581] : INFO : Epoch 696 | loss: 0.0311719 | val_loss: 0.0311732 | Time: 1400.66 ms [2020-12-21 08:20:24 main:581] : INFO : Epoch 697 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 1401.79 ms [2020-12-21 08:20:26 main:581] : INFO : Epoch 698 | loss: 0.0311709 | val_loss: 0.0311727 | Time: 1416.18 ms [2020-12-21 08:20:27 main:581] : INFO : Epoch 699 | loss: 0.0311708 | val_loss: 0.0311733 | Time: 1421.39 ms [2020-12-21 08:20:29 main:581] : INFO : Epoch 700 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 1412.61 ms [2020-12-21 08:20:30 main:581] : INFO : Epoch 701 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 1394.19 ms [2020-12-21 08:20:32 main:581] : INFO : Epoch 702 | loss: 0.03117 | val_loss: 0.0311727 | Time: 1432.76 ms [2020-12-21 08:20:33 main:581] : INFO : Epoch 703 | loss: 0.03117 | val_loss: 0.0311728 | Time: 1440.54 ms [2020-12-21 08:20:34 main:581] : INFO : Epoch 704 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1419.55 ms [2020-12-21 08:20:36 main:581] : INFO : Epoch 705 | loss: 0.0311704 | val_loss: 0.0311726 | Time: 1423.93 ms [2020-12-21 08:20:37 main:581] : INFO : Epoch 706 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 1423.35 ms [2020-12-21 08:20:39 main:581] : INFO : Epoch 707 | loss: 0.0311704 | val_loss: 0.031173 | Time: 1419.04 ms [2020-12-21 08:20:40 main:581] : INFO : Epoch 708 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 1402.94 ms [2020-12-21 08:20:41 main:581] : INFO : Epoch 709 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1425.21 ms [2020-12-21 08:20:43 main:581] : INFO : Epoch 710 | loss: 0.031172 | val_loss: 0.0311735 | Time: 1426.68 ms [2020-12-21 08:20:44 main:581] : INFO : Epoch 711 | loss: 0.0311717 | val_loss: 0.0311731 | Time: 1430.99 ms [2020-12-21 08:20:46 main:581] : INFO : Epoch 712 | loss: 0.0311723 | val_loss: 0.0311732 | Time: 1437.01 ms [2020-12-21 08:20:47 main:581] : INFO : Epoch 713 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 1410.81 ms [2020-12-21 08:20:49 main:581] : INFO : Epoch 714 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 1455.34 ms [2020-12-21 08:20:50 main:581] : INFO : Epoch 715 | loss: 0.031173 | val_loss: 0.0311722 | Time: 1454 ms [2020-12-21 08:20:52 main:581] : INFO : Epoch 716 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1458.37 ms [2020-12-21 08:20:53 main:581] : INFO : Epoch 717 | loss: 0.0311749 | val_loss: 0.0311764 | Time: 1423.37 ms [2020-12-21 08:20:54 main:581] : INFO : Epoch 718 | loss: 0.0311732 | val_loss: 0.0311718 | Time: 1432.51 ms [2020-12-21 08:20:56 main:581] : INFO : Epoch 719 | loss: 0.031172 | val_loss: 0.0311735 | Time: 1434.42 ms [2020-12-21 08:20:57 main:581] : INFO : Epoch 720 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 1428.45 ms [2020-12-21 08:20:59 main:581] : INFO : Epoch 721 | loss: 0.031172 | val_loss: 0.0311755 | Time: 1436 ms [2020-12-21 08:21:00 main:581] : INFO : Epoch 722 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 1450.65 ms [2020-12-21 08:21:02 main:581] : INFO : Epoch 723 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 1432.14 ms [2020-12-21 08:21:03 main:581] : INFO : Epoch 724 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 1434.86 ms [2020-12-21 08:21:04 main:581] : INFO : Epoch 725 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 1431.64 ms [2020-12-21 08:21:06 main:581] : INFO : Epoch 726 | loss: 0.0311698 | val_loss: 0.0311715 | Time: 1437.49 ms [2020-12-21 08:21:07 main:581] : INFO : Epoch 727 | loss: 0.0311694 | val_loss: 0.03117 | Time: 1431.96 ms [2020-12-21 08:21:09 main:581] : INFO : Epoch 728 | loss: 0.0311699 | val_loss: 0.0311704 | Time: 1458.05 ms [2020-12-21 08:21:10 main:581] : INFO : Epoch 729 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1438.81 ms [2020-12-21 08:21:12 main:581] : INFO : Epoch 730 | loss: 0.0311706 | val_loss: 0.0311693 | Time: 1449.78 ms [2020-12-21 08:21:13 main:581] : INFO : Epoch 731 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 1442.89 ms [2020-12-21 08:21:15 main:581] : INFO : Epoch 732 | loss: 0.031172 | val_loss: 0.0311716 | Time: 1464.73 ms [2020-12-21 08:21:16 main:581] : INFO : Epoch 733 | loss: 0.0311711 | val_loss: 0.0311702 | Time: 1458.4 ms [2020-12-21 08:21:17 main:581] : INFO : Epoch 734 | loss: 0.0311696 | val_loss: 0.03117 | Time: 1428.17 ms [2020-12-21 08:21:19 main:581] : INFO : Epoch 735 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 1447.19 ms [2020-12-21 08:21:20 main:581] : INFO : Epoch 736 | loss: 0.0311694 | val_loss: 0.0311704 | Time: 1465.08 ms [2020-12-21 08:21:22 main:581] : INFO : Epoch 737 | loss: 0.0311689 | val_loss: 0.031169 | Time: 1449.71 ms [2020-12-21 08:21:23 main:581] : INFO : Epoch 738 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 1468.55 ms [2020-12-21 08:21:25 main:581] : INFO : Epoch 739 | loss: 0.0311688 | val_loss: 0.0311724 | Time: 1451.92 ms [2020-12-21 08:21:26 main:581] : INFO : Epoch 740 | loss: 0.0311694 | val_loss: 0.0311722 | Time: 1445.08 ms [2020-12-21 08:21:28 main:581] : INFO : Epoch 741 | loss: 0.031168 | val_loss: 0.0311694 | Time: 1447.98 ms [2020-12-21 08:21:29 main:581] : INFO : Epoch 742 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 1451.38 ms [2020-12-21 08:21:31 main:581] : INFO : Epoch 743 | loss: 0.0311674 | val_loss: 0.0311708 | Time: 1450.2 ms [2020-12-21 08:21:32 main:581] : INFO : Epoch 744 | loss: 0.0311671 | val_loss: 0.0311698 | Time: 1432.6 ms [2020-12-21 08:21:33 main:581] : INFO : Epoch 745 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 1435.89 ms [2020-12-21 08:21:35 main:581] : INFO : Epoch 746 | loss: 0.0311671 | val_loss: 0.0311707 | Time: 1454.03 ms [2020-12-21 08:21:36 main:581] : INFO : Epoch 747 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1469.65 ms [2020-12-21 08:21:38 main:581] : INFO : Epoch 748 | loss: 0.0311678 | val_loss: 0.0311743 | Time: 1463.92 ms [2020-12-21 08:21:39 main:581] : INFO : Epoch 749 | loss: 0.0311701 | val_loss: 0.0311708 | Time: 1435.71 ms [2020-12-21 08:21:41 main:581] : INFO : Epoch 750 | loss: 0.031168 | val_loss: 0.0311694 | Time: 1472.06 ms [2020-12-21 08:21:42 main:581] : INFO : Epoch 751 | loss: 0.0311683 | val_loss: 0.0311768 | Time: 1438.17 ms [2020-12-21 08:21:44 main:581] : INFO : Epoch 752 | loss: 0.0311676 | val_loss: 0.031172 | Time: 1439.96 ms [2020-12-21 08:21:45 main:581] : INFO : Epoch 753 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 1432.75 ms [2020-12-21 08:21:46 main:581] : INFO : Epoch 754 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 1421.57 ms [2020-12-21 08:21:48 main:581] : INFO : Epoch 755 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 1422.21 ms [2020-12-21 08:21:49 main:581] : INFO : Epoch 756 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 1428.87 ms [2020-12-21 08:21:51 main:581] : INFO : Epoch 757 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 1438.75 ms [2020-12-21 08:21:52 main:581] : INFO : Epoch 758 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 1457.96 ms [2020-12-21 08:21:54 main:581] : INFO : Epoch 759 | loss: 0.031167 | val_loss: 0.0311706 | Time: 1435.95 ms [2020-12-21 08:21:55 main:581] : INFO : Epoch 760 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 1448.76 ms [2020-12-21 08:21:57 main:581] : INFO : Epoch 761 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 1430.09 ms [2020-12-21 08:21:58 main:581] : INFO : Epoch 762 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 1421.17 ms [2020-12-21 08:21:59 main:581] : INFO : Epoch 763 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 1429.55 ms [2020-12-21 08:22:01 main:581] : INFO : Epoch 764 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1408.38 ms [2020-12-21 08:22:02 main:581] : INFO : Epoch 765 | loss: 0.031167 | val_loss: 0.0311711 | Time: 1443.41 ms [2020-12-21 08:22:04 main:581] : INFO : Epoch 766 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 1456.07 ms [2020-12-21 08:22:05 main:581] : INFO : Epoch 767 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 1431.67 ms [2020-12-21 08:22:07 main:581] : INFO : Epoch 768 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 1424.5 ms [2020-12-21 08:22:08 main:581] : INFO : Epoch 769 | loss: 0.0311654 | val_loss: 0.0311706 | Time: 1425.86 ms [2020-12-21 08:22:09 main:581] : INFO : Epoch 770 | loss: 0.0311656 | val_loss: 0.031171 | Time: 1420.86 ms [2020-12-21 08:22:11 main:581] : INFO : Epoch 771 | loss: 0.031165 | val_loss: 0.031171 | Time: 1436.49 ms [2020-12-21 08:22:12 main:581] : INFO : Epoch 772 | loss: 0.0311655 | val_loss: 0.0311772 | Time: 1439.6 ms [2020-12-21 08:22:14 main:581] : INFO : Epoch 773 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 1441.85 ms [2020-12-21 08:22:15 main:581] : INFO : Epoch 774 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 1436.46 ms [2020-12-21 08:22:17 main:581] : INFO : Epoch 775 | loss: 0.0311706 | val_loss: 0.0311712 | Time: 1440.22 ms [2020-12-21 08:22:18 main:581] : INFO : Epoch 776 | loss: 0.0311727 | val_loss: 0.0311718 | Time: 1439.76 ms [2020-12-21 08:22:19 main:581] : INFO : Epoch 777 | loss: 0.0311747 | val_loss: 0.0311796 | Time: 1433.73 ms [2020-12-21 08:22:21 main:581] : INFO : Epoch 778 | loss: 0.0311781 | val_loss: 0.0311789 | Time: 1453.8 ms [2020-12-21 08:22:22 main:581] : INFO : Epoch 779 | loss: 0.0311763 | val_loss: 0.0311739 | Time: 1456.94 ms [2020-12-21 08:22:24 main:581] : INFO : Epoch 780 | loss: 0.0311713 | val_loss: 0.03117 | Time: 1421.69 ms [2020-12-21 08:22:25 main:581] : INFO : Epoch 781 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 1430.01 ms [2020-12-21 08:22:27 main:581] : INFO : Epoch 782 | loss: 0.0311722 | val_loss: 0.0311721 | Time: 1475.81 ms [2020-12-21 08:22:28 main:581] : INFO : Epoch 783 | loss: 0.0311711 | val_loss: 0.0311699 | Time: 1514.02 ms [2020-12-21 08:22:30 main:581] : INFO : Epoch 784 | loss: 0.0311689 | val_loss: 0.0311693 | Time: 1497.49 ms [2020-12-21 08:22:31 main:581] : INFO : Epoch 785 | loss: 0.0311678 | val_loss: 0.0311684 | Time: 1493.16 ms [2020-12-21 08:22:33 main:581] : INFO : Epoch 786 | loss: 0.031168 | val_loss: 0.0311694 | Time: 1484.77 ms [2020-12-21 08:22:34 main:581] : INFO : Epoch 787 | loss: 0.0311687 | val_loss: 0.0311685 | Time: 1506.45 ms [2020-12-21 08:22:36 main:581] : INFO : Epoch 788 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 1472.35 ms [2020-12-21 08:22:37 main:581] : INFO : Epoch 789 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 1506.46 ms [2020-12-21 08:22:39 main:581] : INFO : Epoch 790 | loss: 0.0311697 | val_loss: 0.0311695 | Time: 1487.12 ms [2020-12-21 08:22:40 main:581] : INFO : Epoch 791 | loss: 0.0311707 | val_loss: 0.0311698 | Time: 1489.33 ms [2020-12-21 08:22:42 main:581] : INFO : Epoch 792 | loss: 0.0311699 | val_loss: 0.0311686 | Time: 1494.15 ms [2020-12-21 08:22:43 main:581] : INFO : Epoch 793 | loss: 0.0311674 | val_loss: 0.0311688 | Time: 1461.52 ms [2020-12-21 08:22:45 main:581] : INFO : Epoch 794 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 1463.53 ms [2020-12-21 08:22:46 main:581] : INFO : Epoch 795 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 1519.33 ms [2020-12-21 08:22:48 main:581] : INFO : Epoch 796 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 1521.17 ms [2020-12-21 08:22:49 main:581] : INFO : Epoch 797 | loss: 0.0311677 | val_loss: 0.0311694 | Time: 1514.78 ms [2020-12-21 08:22:51 main:581] : INFO : Epoch 798 | loss: 0.0311695 | val_loss: 0.0311676 | Time: 1430.2 ms [2020-12-21 08:22:52 main:581] : INFO : Epoch 799 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 1437.36 ms [2020-12-21 08:22:53 main:581] : INFO : Epoch 800 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1446.34 ms [2020-12-21 08:22:55 main:581] : INFO : Epoch 801 | loss: 0.0311668 | val_loss: 0.0311693 | Time: 1450.02 ms [2020-12-21 08:22:56 main:581] : INFO : Epoch 802 | loss: 0.0311675 | val_loss: 0.0311739 | Time: 1443.38 ms [2020-12-21 08:22:58 main:581] : INFO : Epoch 803 | loss: 0.0311676 | val_loss: 0.03117 | Time: 1432.74 ms [2020-12-21 08:22:59 main:581] : INFO : Epoch 804 | loss: 0.0311673 | val_loss: 0.031167 | Time: 1422.59 ms [2020-12-21 08:23:01 main:581] : INFO : Epoch 805 | loss: 0.0311686 | val_loss: 0.0311766 | Time: 1431.16 ms [2020-12-21 08:23:02 main:581] : INFO : Epoch 806 | loss: 0.0311854 | val_loss: 0.031187 | Time: 1418.13 ms [2020-12-21 08:23:03 main:581] : INFO : Epoch 807 | loss: 0.0311931 | val_loss: 0.0311892 | Time: 1434.37 ms [2020-12-21 08:23:05 main:581] : INFO : Epoch 808 | loss: 0.0311928 | val_loss: 0.0311867 | Time: 1460.78 ms [2020-12-21 08:23:06 main:581] : INFO : Epoch 809 | loss: 0.0311923 | val_loss: 0.0311859 | Time: 1434.84 ms [2020-12-21 08:23:08 main:581] : INFO : Epoch 810 | loss: 0.0311908 | val_loss: 0.0311865 | Time: 1416.47 ms [2020-12-21 08:23:09 main:581] : INFO : Epoch 811 | loss: 0.0311901 | val_loss: 0.0311855 | Time: 1427.07 ms [2020-12-21 08:23:11 main:581] : INFO : Epoch 812 | loss: 0.0311891 | val_loss: 0.0311859 | Time: 1466.01 ms [2020-12-21 08:23:12 main:581] : INFO : Epoch 813 | loss: 0.0311883 | val_loss: 0.0311858 | Time: 1445.8 ms [2020-12-21 08:23:14 main:581] : INFO : Epoch 814 | loss: 0.0311876 | val_loss: 0.0311928 | Time: 1469.16 ms [2020-12-21 08:23:15 main:581] : INFO : Epoch 815 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 1450.82 ms [2020-12-21 08:23:16 main:581] : INFO : Epoch 816 | loss: 0.0311882 | val_loss: 0.0311857 | Time: 1445.44 ms [2020-12-21 08:23:18 main:581] : INFO : Epoch 817 | loss: 0.031187 | val_loss: 0.0311829 | Time: 1421.24 ms [2020-12-21 08:23:19 main:581] : INFO : Epoch 818 | loss: 0.0311865 | val_loss: 0.0311814 | Time: 1548.24 ms [2020-12-21 08:23:21 main:581] : INFO : Epoch 819 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 1492.22 ms [2020-12-21 08:23:22 main:581] : INFO : Epoch 820 | loss: 0.0311898 | val_loss: 0.0311841 | Time: 1476.68 ms [2020-12-21 08:23:24 main:581] : INFO : Epoch 821 | loss: 0.0311887 | val_loss: 0.0311969 | Time: 1444.57 ms [2020-12-21 08:23:25 main:581] : INFO : Epoch 822 | loss: 0.0311926 | val_loss: 0.0311838 | Time: 1455.35 ms [2020-12-21 08:23:27 main:581] : INFO : Epoch 823 | loss: 0.0311863 | val_loss: 0.0311797 | Time: 1436.61 ms [2020-12-21 08:23:28 main:581] : INFO : Epoch 824 | loss: 0.0311848 | val_loss: 0.0311781 | Time: 1448.19 ms [2020-12-21 08:23:30 main:581] : INFO : Epoch 825 | loss: 0.0311854 | val_loss: 0.031182 | Time: 1443.52 ms [2020-12-21 08:23:31 main:581] : INFO : Epoch 826 | loss: 0.0311916 | val_loss: 0.0311882 | Time: 1456.75 ms [2020-12-21 08:23:33 main:581] : INFO : Epoch 827 | loss: 0.0311914 | val_loss: 0.031186 | Time: 1417.26 ms [2020-12-21 08:23:34 main:581] : INFO : Epoch 828 | loss: 0.0311907 | val_loss: 0.0311862 | Time: 1451.5 ms [2020-12-21 08:23:35 main:581] : INFO : Epoch 829 | loss: 0.0311902 | val_loss: 0.0311856 | Time: 1466.68 ms [2020-12-21 08:23:37 main:581] : INFO : Epoch 830 | loss: 0.0311908 | val_loss: 0.0311859 | Time: 1466.23 ms [2020-12-21 08:23:38 main:581] : INFO : Epoch 831 | loss: 0.0311913 | val_loss: 0.031186 | Time: 1420.71 ms [2020-12-21 08:23:40 main:581] : INFO : Epoch 832 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 1425.41 ms [2020-12-21 08:23:41 main:581] : INFO : Epoch 833 | loss: 0.0312029 | val_loss: 0.0312083 | Time: 1433.3 ms [2020-12-21 08:23:43 main:581] : INFO : Epoch 834 | loss: 0.031207 | val_loss: 0.0312078 | Time: 1463.87 ms [2020-12-21 08:23:44 main:581] : INFO : Epoch 835 | loss: 0.0312057 | val_loss: 0.0312028 | Time: 1437.54 ms [2020-12-21 08:23:46 main:581] : INFO : Epoch 836 | loss: 0.0312062 | val_loss: 0.031204 | Time: 1435.82 ms [2020-12-21 08:23:47 main:581] : INFO : Epoch 837 | loss: 0.0312071 | val_loss: 0.0312015 | Time: 1411.16 ms [2020-12-21 08:23:48 main:581] : INFO : Epoch 838 | loss: 0.0312071 | val_loss: 0.0312034 | Time: 1397.95 ms [2020-12-21 08:23:50 main:581] : INFO : Epoch 839 | loss: 0.0312044 | val_loss: 0.0312013 | Time: 1424.03 ms [2020-12-21 08:23:51 main:581] : INFO : Epoch 840 | loss: 0.0312045 | val_loss: 0.031201 | Time: 1421.77 ms [2020-12-21 08:23:53 main:581] : INFO : Epoch 841 | loss: 0.0312029 | val_loss: 0.0312001 | Time: 1413.75 ms [2020-12-21 08:23:54 main:581] : INFO : Epoch 842 | loss: 0.031202 | val_loss: 0.0311989 | Time: 1418.72 ms [2020-12-21 08:23:55 main:581] : INFO : Epoch 843 | loss: 0.0312029 | val_loss: 0.0311999 | Time: 1410.2 ms [2020-12-21 08:23:57 main:581] : INFO : Epoch 844 | loss: 0.0312022 | val_loss: 0.0311993 | Time: 1421.52 ms [2020-12-21 08:23:58 main:581] : INFO : Epoch 845 | loss: 0.0312017 | val_loss: 0.0312 | Time: 1405.13 ms [2020-12-21 08:24:00 main:581] : INFO : Epoch 846 | loss: 0.0312022 | val_loss: 0.0312005 | Time: 1397.15 ms [2020-12-21 08:24:01 main:581] : INFO : Epoch 847 | loss: 0.0312022 | val_loss: 0.0311988 | Time: 1424.61 ms [2020-12-21 08:24:02 main:581] : INFO : Epoch 848 | loss: 0.0312015 | val_loss: 0.0311986 | Time: 1409.87 ms [2020-12-21 08:24:04 main:581] : INFO : Epoch 849 | loss: 0.031201 | val_loss: 0.0311979 | Time: 1412.59 ms [2020-12-21 08:24:05 main:581] : INFO : Epoch 850 | loss: 0.0312005 | val_loss: 0.0311989 | Time: 1410.11 ms [2020-12-21 08:24:07 main:581] : INFO : Epoch 851 | loss: 0.0312 | val_loss: 0.0311973 | Time: 1400.91 ms [2020-12-21 08:24:08 main:581] : INFO : Epoch 852 | loss: 0.0312002 | val_loss: 0.0312001 | Time: 1396.69 ms [2020-12-21 08:24:10 main:581] : INFO : Epoch 853 | loss: 0.0312009 | val_loss: 0.0311985 | Time: 1404.8 ms [2020-12-21 08:24:11 main:581] : INFO : Epoch 854 | loss: 0.0312013 | val_loss: 0.0311987 | Time: 1404.7 ms [2020-12-21 08:24:12 main:581] : INFO : Epoch 855 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 1402.3 ms [2020-12-21 08:24:14 main:581] : INFO : Epoch 856 | loss: 0.0311998 | val_loss: 0.0311977 | Time: 1418.49 ms [2020-12-21 08:24:15 main:581] : INFO : Epoch 857 | loss: 0.0311994 | val_loss: 0.0312002 | Time: 1422.7 ms [2020-12-21 08:24:17 main:581] : INFO : Epoch 858 | loss: 0.031202 | val_loss: 0.0311993 | Time: 1408.02 ms [2020-12-21 08:24:18 main:581] : INFO : Epoch 859 | loss: 0.0312007 | val_loss: 0.0312046 | Time: 1416.45 ms [2020-12-21 08:24:19 main:581] : INFO : Epoch 860 | loss: 0.0312007 | val_loss: 0.0311952 | Time: 1406.03 ms [2020-12-21 08:24:21 main:581] : INFO : Epoch 861 | loss: 0.0312009 | val_loss: 0.0311968 | Time: 1422.41 ms [2020-12-21 08:24:22 main:581] : INFO : Epoch 862 | loss: 0.0312009 | val_loss: 0.0311958 | Time: 1416.97 ms [2020-12-21 08:24:24 main:581] : INFO : Epoch 863 | loss: 0.0311992 | val_loss: 0.0311952 | Time: 1405.53 ms [2020-12-21 08:24:25 main:581] : INFO : Epoch 864 | loss: 0.0312002 | val_loss: 0.0311966 | Time: 1422.42 ms [2020-12-21 08:24:26 main:581] : INFO : Epoch 865 | loss: 0.0311988 | val_loss: 0.0311947 | Time: 1410.51 ms [2020-12-21 08:24:28 main:581] : INFO : Epoch 866 | loss: 0.0311981 | val_loss: 0.0311956 | Time: 1413.22 ms [2020-12-21 08:24:29 main:581] : INFO : Epoch 867 | loss: 0.0311985 | val_loss: 0.0311989 | Time: 1412.82 ms [2020-12-21 08:24:31 main:581] : INFO : Epoch 868 | loss: 0.0311992 | val_loss: 0.031194 | Time: 1406.56 ms [2020-12-21 08:24:32 main:581] : INFO : Epoch 869 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 1444.55 ms [2020-12-21 08:24:34 main:581] : INFO : Epoch 870 | loss: 0.0311971 | val_loss: 0.0311963 | Time: 1409.82 ms [2020-12-21 08:24:35 main:581] : INFO : Epoch 871 | loss: 0.0311968 | val_loss: 0.0311936 | Time: 1417.19 ms [2020-12-21 08:24:36 main:581] : INFO : Epoch 872 | loss: 0.0311957 | val_loss: 0.0311958 | Time: 1418.07 ms [2020-12-21 08:24:38 main:581] : INFO : Epoch 873 | loss: 0.0311958 | val_loss: 0.031194 | Time: 1393.56 ms [2020-12-21 08:24:39 main:581] : INFO : Epoch 874 | loss: 0.0311967 | val_loss: 0.0311965 | Time: 1408.5 ms [2020-12-21 08:24:41 main:581] : INFO : Epoch 875 | loss: 0.0311966 | val_loss: 0.0311953 | Time: 1417.05 ms [2020-12-21 08:24:42 main:581] : INFO : Epoch 876 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1400.61 ms [2020-12-21 08:24:43 main:581] : INFO : Epoch 877 | loss: 0.0311984 | val_loss: 0.0311936 | Time: 1399.58 ms [2020-12-21 08:24:45 main:581] : INFO : Epoch 878 | loss: 0.031197 | val_loss: 0.0311926 | Time: 1407.76 ms [2020-12-21 08:24:46 main:581] : INFO : Epoch 879 | loss: 0.0311956 | val_loss: 0.0311933 | Time: 1408.67 ms [2020-12-21 08:24:48 main:581] : INFO : Epoch 880 | loss: 0.0311964 | val_loss: 0.0311931 | Time: 1417.47 ms [2020-12-21 08:24:49 main:581] : INFO : Epoch 881 | loss: 0.0311963 | val_loss: 0.0311924 | Time: 1408.2 ms [2020-12-21 08:24:50 main:581] : INFO : Epoch 882 | loss: 0.0311959 | val_loss: 0.0311922 | Time: 1421.41 ms [2020-12-21 08:24:52 main:581] : INFO : Epoch 883 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 1490.17 ms [2020-12-21 08:24:53 main:581] : INFO : Epoch 884 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 1461.06 ms [2020-12-21 08:24:55 main:581] : INFO : Epoch 885 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 1463.23 ms [2020-12-21 08:24:56 main:581] : INFO : Epoch 886 | loss: 0.0311957 | val_loss: 0.0311965 | Time: 1491.62 ms [2020-12-21 08:24:58 main:581] : INFO : Epoch 887 | loss: 0.0311959 | val_loss: 0.0311935 | Time: 1423.73 ms [2020-12-21 08:24:59 main:581] : INFO : Epoch 888 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 1449.14 ms [2020-12-21 08:25:01 main:581] : INFO : Epoch 889 | loss: 0.0311946 | val_loss: 0.0311935 | Time: 1481.61 ms [2020-12-21 08:25:02 main:581] : INFO : Epoch 890 | loss: 0.0311947 | val_loss: 0.0311956 | Time: 1464.32 ms [2020-12-21 08:25:04 main:581] : INFO : Epoch 891 | loss: 0.0311961 | val_loss: 0.0311928 | Time: 1439.62 ms [2020-12-21 08:25:05 main:581] : INFO : Epoch 892 | loss: 0.0311954 | val_loss: 0.0311934 | Time: 1455.05 ms [2020-12-21 08:25:07 main:581] : INFO : Epoch 893 | loss: 0.0311947 | val_loss: 0.0311954 | Time: 1475.35 ms [2020-12-21 08:25:08 main:581] : INFO : Epoch 894 | loss: 0.0311957 | val_loss: 0.0311936 | Time: 1432.19 ms [2020-12-21 08:25:09 main:581] : INFO : Epoch 895 | loss: 0.0311952 | val_loss: 0.031198 | Time: 1422.02 ms [2020-12-21 08:25:11 main:581] : INFO : Epoch 896 | loss: 0.0311967 | val_loss: 0.0311947 | Time: 1425.91 ms [2020-12-21 08:25:12 main:581] : INFO : Epoch 897 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 1448.28 ms [2020-12-21 08:25:14 main:581] : INFO : Epoch 898 | loss: 0.0311951 | val_loss: 0.0311921 | Time: 1431.75 ms [2020-12-21 08:25:15 main:581] : INFO : Epoch 899 | loss: 0.0311947 | val_loss: 0.0311935 | Time: 1460.1 ms [2020-12-21 08:25:17 main:581] : INFO : Epoch 900 | loss: 0.0311962 | val_loss: 0.0311929 | Time: 1432 ms [2020-12-21 08:25:18 main:581] : INFO : Epoch 901 | loss: 0.0311943 | val_loss: 0.0311922 | Time: 1410.58 ms [2020-12-21 08:25:19 main:581] : INFO : Epoch 902 | loss: 0.0311947 | val_loss: 0.0311933 | Time: 1425.53 ms [2020-12-21 08:25:21 main:581] : INFO : Epoch 903 | loss: 0.0311954 | val_loss: 0.0311937 | Time: 1429.91 ms [2020-12-21 08:25:22 main:581] : INFO : Epoch 904 | loss: 0.0311943 | val_loss: 0.0311944 | Time: 1435.76 ms [2020-12-21 08:25:24 main:581] : INFO : Epoch 905 | loss: 0.0311955 | val_loss: 0.0311936 | Time: 1425.54 ms [2020-12-21 08:25:25 main:581] : INFO : Epoch 906 | loss: 0.0311947 | val_loss: 0.031192 | Time: 1428.18 ms [2020-12-21 08:25:27 main:581] : INFO : Epoch 907 | loss: 0.0311939 | val_loss: 0.0311919 | Time: 1416.53 ms [2020-12-21 08:25:28 main:581] : INFO : Epoch 908 | loss: 0.0311944 | val_loss: 0.0311901 | Time: 1411.34 ms [2020-12-21 08:25:29 main:581] : INFO : Epoch 909 | loss: 0.0311949 | val_loss: 0.0311908 | Time: 1433.78 ms [2020-12-21 08:25:31 main:581] : INFO : Epoch 910 | loss: 0.0311954 | val_loss: 0.0311877 | Time: 1446.83 ms [2020-12-21 08:25:32 main:581] : INFO : Epoch 911 | loss: 0.0311949 | val_loss: 0.0311892 | Time: 1446.63 ms [2020-12-21 08:25:34 main:581] : INFO : Epoch 912 | loss: 0.0311947 | val_loss: 0.0311888 | Time: 1447.28 ms [2020-12-21 08:25:35 main:581] : INFO : Epoch 913 | loss: 0.0311956 | val_loss: 0.0311901 | Time: 1452.32 ms [2020-12-21 08:25:37 main:581] : INFO : Epoch 914 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 1442.22 ms [2020-12-21 08:25:38 main:581] : INFO : Epoch 915 | loss: 0.0311957 | val_loss: 0.0311881 | Time: 1438.22 ms [2020-12-21 08:25:40 main:581] : INFO : Epoch 916 | loss: 0.0311974 | val_loss: 0.0311894 | Time: 1453.93 ms [2020-12-21 08:25:41 main:581] : INFO : Epoch 917 | loss: 0.0311976 | val_loss: 0.0311913 | Time: 1477.04 ms [2020-12-21 08:25:43 main:581] : INFO : Epoch 918 | loss: 0.0311979 | val_loss: 0.03119 | Time: 1470.13 ms [2020-12-21 08:25:44 main:581] : INFO : Epoch 919 | loss: 0.0311956 | val_loss: 0.0311898 | Time: 1460.53 ms [2020-12-21 08:25:45 main:581] : INFO : Epoch 920 | loss: 0.0311978 | val_loss: 0.0311961 | Time: 1467.17 ms [2020-12-21 08:25:47 main:581] : INFO : Epoch 921 | loss: 0.0311968 | val_loss: 0.0311905 | Time: 1456.1 ms [2020-12-21 08:25:48 main:581] : INFO : Epoch 922 | loss: 0.0311952 | val_loss: 0.0311893 | Time: 1472.55 ms [2020-12-21 08:25:50 main:581] : INFO : Epoch 923 | loss: 0.0311952 | val_loss: 0.0311904 | Time: 1462.21 ms [2020-12-21 08:25:51 main:581] : INFO : Epoch 924 | loss: 0.0311954 | val_loss: 0.0311908 | Time: 1451.55 ms [2020-12-21 08:25:53 main:581] : INFO : Epoch 925 | loss: 0.0311962 | val_loss: 0.0311903 | Time: 1456.56 ms [2020-12-21 08:25:54 main:581] : INFO : Epoch 926 | loss: 0.0311956 | val_loss: 0.0311899 | Time: 1461.7 ms [2020-12-21 08:25:56 main:581] : INFO : Epoch 927 | loss: 0.0311958 | val_loss: 0.0311911 | Time: 1456.23 ms [2020-12-21 08:25:57 main:581] : INFO : Epoch 928 | loss: 0.031196 | val_loss: 0.0311906 | Time: 1438.91 ms [2020-12-21 08:25:59 main:581] : INFO : Epoch 929 | loss: 0.0311949 | val_loss: 0.0311901 | Time: 1420.1 ms [2020-12-21 08:26:00 main:581] : INFO : Epoch 930 | loss: 0.0311957 | val_loss: 0.0311898 | Time: 1441.92 ms [2020-12-21 08:26:01 main:581] : INFO : Epoch 931 | loss: 0.0311954 | val_loss: 0.0311898 | Time: 1428.33 ms [2020-12-21 08:26:03 main:581] : INFO : Epoch 932 | loss: 0.031195 | val_loss: 0.0311907 | Time: 1462.04 ms [2020-12-21 08:26:04 main:581] : INFO : Epoch 933 | loss: 0.0311957 | val_loss: 0.03119 | Time: 1448.9 ms [2020-12-21 08:26:06 main:581] : INFO : Epoch 934 | loss: 0.0311974 | val_loss: 0.0311895 | Time: 1428.24 ms [2020-12-21 08:26:07 main:581] : INFO : Epoch 935 | loss: 0.0311964 | val_loss: 0.0311924 | Time: 1440.42 ms [2020-12-21 08:26:09 main:581] : INFO : Epoch 936 | loss: 0.0311949 | val_loss: 0.031189 | Time: 1432.87 ms [2020-12-21 08:26:10 main:581] : INFO : Epoch 937 | loss: 0.0311941 | val_loss: 0.0311886 | Time: 1424.08 ms [2020-12-21 08:26:11 main:581] : INFO : Epoch 938 | loss: 0.0311939 | val_loss: 0.0311886 | Time: 1446.03 ms [2020-12-21 08:26:13 main:581] : INFO : Epoch 939 | loss: 0.0311947 | val_loss: 0.0311893 | Time: 1465.6 ms [2020-12-21 08:26:14 main:581] : INFO : Epoch 940 | loss: 0.0311939 | val_loss: 0.0311893 | Time: 1430.29 ms [2020-12-21 08:26:16 main:581] : INFO : Epoch 941 | loss: 0.031195 | val_loss: 0.0311888 | Time: 1424.23 ms [2020-12-21 08:26:17 main:581] : INFO : Epoch 942 | loss: 0.0311954 | val_loss: 0.0311891 | Time: 1438.3 ms [2020-12-21 08:26:19 main:581] : INFO : Epoch 943 | loss: 0.0311962 | val_loss: 0.0311904 | Time: 1427.75 ms [2020-12-21 08:26:20 main:581] : INFO : Epoch 944 | loss: 0.0311962 | val_loss: 0.0311912 | Time: 1477.33 ms [2020-12-21 08:26:22 main:581] : INFO : Epoch 945 | loss: 0.031197 | val_loss: 0.0311927 | Time: 1420.46 ms [2020-12-21 08:26:23 main:581] : INFO : Epoch 946 | loss: 0.0311981 | val_loss: 0.0311916 | Time: 1414.05 ms [2020-12-21 08:26:24 main:581] : INFO : Epoch 947 | loss: 0.0311963 | val_loss: 0.0311943 | Time: 1431.69 ms [2020-12-21 08:26:26 main:581] : INFO : Epoch 948 | loss: 0.0311978 | val_loss: 0.0311912 | Time: 1419.07 ms [2020-12-21 08:26:27 main:581] : INFO : Epoch 949 | loss: 0.0311964 | val_loss: 0.0311899 | Time: 1379.81 ms [2020-12-21 08:26:29 main:581] : INFO : Epoch 950 | loss: 0.0311973 | val_loss: 0.0311977 | Time: 1420.74 ms [2020-12-21 08:26:30 main:581] : INFO : Epoch 951 | loss: 0.0311989 | val_loss: 0.0311912 | Time: 1404.5 ms [2020-12-21 08:26:31 main:581] : INFO : Epoch 952 | loss: 0.0311959 | val_loss: 0.0311903 | Time: 1450.32 ms [2020-12-21 08:26:33 main:581] : INFO : Epoch 953 | loss: 0.0311952 | val_loss: 0.0311908 | Time: 1449.5 ms [2020-12-21 08:26:34 main:581] : INFO : Epoch 954 | loss: 0.0311956 | val_loss: 0.0311914 | Time: 1474.71 ms [2020-12-21 08:26:36 main:581] : INFO : Epoch 955 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 1436.09 ms [2020-12-21 08:26:37 main:581] : INFO : Epoch 956 | loss: 0.0311964 | val_loss: 0.0311911 | Time: 1457.48 ms [2020-12-21 08:26:39 main:581] : INFO : Epoch 957 | loss: 0.0311952 | val_loss: 0.0311914 | Time: 1442.11 ms [2020-12-21 08:26:40 main:581] : INFO : Epoch 958 | loss: 0.0311961 | val_loss: 0.0311942 | Time: 1454.36 ms [2020-12-21 08:26:42 main:581] : INFO : Epoch 959 | loss: 0.0311949 | val_loss: 0.0311916 | Time: 1467.68 ms [2020-12-21 08:26:43 main:581] : INFO : Epoch 960 | loss: 0.0311967 | val_loss: 0.0311901 | Time: 1482.28 ms [2020-12-21 08:26:45 main:581] : INFO : Epoch 961 | loss: 0.0311968 | val_loss: 0.0311896 | Time: 1517.54 ms [2020-12-21 08:26:46 main:581] : INFO : Epoch 962 | loss: 0.0311972 | val_loss: 0.0311897 | Time: 1495.73 ms [2020-12-21 08:26:48 main:581] : INFO : Epoch 963 | loss: 0.0311951 | val_loss: 0.0311899 | Time: 1468 ms [2020-12-21 08:26:49 main:581] : INFO : Epoch 964 | loss: 0.0311946 | val_loss: 0.0311903 | Time: 1481.39 ms [2020-12-21 08:26:51 main:581] : INFO : Epoch 965 | loss: 0.0311948 | val_loss: 0.0311893 | Time: 1459.1 ms [2020-12-21 08:26:52 main:581] : INFO : Epoch 966 | loss: 0.0311948 | val_loss: 0.0311907 | Time: 1448.13 ms [2020-12-21 08:26:53 main:581] : INFO : Epoch 967 | loss: 0.0311967 | val_loss: 0.0311927 | Time: 1463.76 ms [2020-12-21 08:26:55 main:581] : INFO : Epoch 968 | loss: 0.0311974 | val_loss: 0.0311928 | Time: 1478.11 ms [2020-12-21 08:26:56 main:581] : INFO : Epoch 969 | loss: 0.0311964 | val_loss: 0.0311913 | Time: 1431.39 ms [2020-12-21 08:26:58 main:581] : INFO : Epoch 970 | loss: 0.0311973 | val_loss: 0.0311899 | Time: 1461.02 ms [2020-12-21 08:26:59 main:581] : INFO : Epoch 971 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 1429.94 ms [2020-12-21 08:27:01 main:581] : INFO : Epoch 972 | loss: 0.0311959 | val_loss: 0.0311892 | Time: 1423.44 ms [2020-12-21 08:27:02 main:581] : INFO : Epoch 973 | loss: 0.0311935 | val_loss: 0.0311911 | Time: 1456.85 ms [2020-12-21 08:27:04 main:581] : INFO : Epoch 974 | loss: 0.031194 | val_loss: 0.0311894 | Time: 1460.26 ms [2020-12-21 08:27:05 main:581] : INFO : Epoch 975 | loss: 0.0311997 | val_loss: 0.0311933 | Time: 1436.26 ms [2020-12-21 08:27:07 main:581] : INFO : Epoch 976 | loss: 0.0311986 | val_loss: 0.0311901 | Time: 1439.6 ms [2020-12-21 08:27:08 main:581] : INFO : Epoch 977 | loss: 0.0311954 | val_loss: 0.031195 | Time: 1429.86 ms [2020-12-21 08:27:09 main:581] : INFO : Epoch 978 | loss: 0.0311943 | val_loss: 0.03119 | Time: 1488.38 ms [2020-12-21 08:27:11 main:581] : INFO : Epoch 979 | loss: 0.031194 | val_loss: 0.0311902 | Time: 1471.18 ms [2020-12-21 08:27:12 main:581] : INFO : Epoch 980 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 1465.4 ms [2020-12-21 08:27:14 main:581] : INFO : Epoch 981 | loss: 0.0311943 | val_loss: 0.0311915 | Time: 1465.29 ms [2020-12-21 08:27:15 main:581] : INFO : Epoch 982 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 1443.7 ms [2020-12-21 08:27:17 main:581] : INFO : Epoch 983 | loss: 0.0311944 | val_loss: 0.0311904 | Time: 1474.05 ms [2020-12-21 08:27:18 main:581] : INFO : Epoch 984 | loss: 0.0311939 | val_loss: 0.031195 | Time: 1475.19 ms [2020-12-21 08:27:20 main:581] : INFO : Epoch 985 | loss: 0.0311969 | val_loss: 0.0311923 | Time: 1448.65 ms [2020-12-21 08:27:21 main:581] : INFO : Epoch 986 | loss: 0.0311941 | val_loss: 0.0311889 | Time: 1452.52 ms [2020-12-21 08:27:23 main:581] : INFO : Epoch 987 | loss: 0.0311939 | val_loss: 0.0311903 | Time: 1468.55 ms [2020-12-21 08:27:24 main:581] : INFO : Epoch 988 | loss: 0.031195 | val_loss: 0.0311918 | Time: 1459.9 ms [2020-12-21 08:27:25 main:581] : INFO : Epoch 989 | loss: 0.0311949 | val_loss: 0.031194 | Time: 1424.65 ms [2020-12-21 08:27:27 main:581] : INFO : Epoch 990 | loss: 0.0311955 | val_loss: 0.0311928 | Time: 1425.57 ms [2020-12-21 08:27:28 main:581] : INFO : Epoch 991 | loss: 0.0311963 | val_loss: 0.0311909 | Time: 1416.59 ms [2020-12-21 08:27:30 main:581] : INFO : Epoch 992 | loss: 0.0311953 | val_loss: 0.0311901 | Time: 1413.14 ms [2020-12-21 08:27:31 main:581] : INFO : Epoch 993 | loss: 0.0311945 | val_loss: 0.0311904 | Time: 1429.5 ms [2020-12-21 08:27:33 main:581] : INFO : Epoch 994 | loss: 0.0311956 | val_loss: 0.031191 | Time: 1434.27 ms [2020-12-21 08:27:34 main:581] : INFO : Epoch 995 | loss: 0.0311946 | val_loss: 0.0311911 | Time: 1430.21 ms [2020-12-21 08:27:35 main:581] : INFO : Epoch 996 | loss: 0.0311949 | val_loss: 0.0311947 | Time: 1427.06 ms [2020-12-21 08:27:37 main:581] : INFO : Epoch 997 | loss: 0.0311975 | val_loss: 0.0311964 | Time: 1422.6 ms [2020-12-21 08:27:38 main:581] : INFO : Epoch 998 | loss: 0.0311981 | val_loss: 0.031195 | Time: 1424.99 ms [2020-12-21 08:27:40 main:581] : INFO : Epoch 999 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 1424.56 ms [2020-12-21 08:27:41 main:581] : INFO : Epoch 1000 | loss: 0.0311993 | val_loss: 0.0311986 | Time: 1419.48 ms [2020-12-21 08:27:43 main:581] : INFO : Epoch 1001 | loss: 0.0312003 | val_loss: 0.0311955 | Time: 1446.63 ms [2020-12-21 08:27:44 main:581] : INFO : Epoch 1002 | loss: 0.0312014 | val_loss: 0.0311932 | Time: 1436.16 ms [2020-12-21 08:27:45 main:581] : INFO : Epoch 1003 | loss: 0.0311968 | val_loss: 0.031195 | Time: 1400.97 ms [2020-12-21 08:27:47 main:581] : INFO : Epoch 1004 | loss: 0.0311971 | val_loss: 0.0311942 | Time: 1413.54 ms [2020-12-21 08:27:48 main:581] : INFO : Epoch 1005 | loss: 0.0311963 | val_loss: 0.0311923 | Time: 1419.64 ms [2020-12-21 08:27:50 main:581] : INFO : Epoch 1006 | loss: 0.0311961 | val_loss: 0.0311973 | Time: 1450.5 ms [2020-12-21 08:27:51 main:581] : INFO : Epoch 1007 | loss: 0.0311983 | val_loss: 0.0311932 | Time: 1429.81 ms [2020-12-21 08:27:53 main:581] : INFO : Epoch 1008 | loss: 0.0311998 | val_loss: 0.0311917 | Time: 1419.74 ms [2020-12-21 08:27:54 main:581] : INFO : Epoch 1009 | loss: 0.0311979 | val_loss: 0.0311929 | Time: 1458.21 ms [2020-12-21 08:27:55 main:581] : INFO : Epoch 1010 | loss: 0.031196 | val_loss: 0.0311918 | Time: 1445.68 ms [2020-12-21 08:27:57 main:581] : INFO : Epoch 1011 | loss: 0.0311965 | val_loss: 0.0311973 | Time: 1453.6 ms [2020-12-21 08:27:58 main:581] : INFO : Epoch 1012 | loss: 0.0311975 | val_loss: 0.0311949 | Time: 1445.07 ms [2020-12-21 08:28:00 main:581] : INFO : Epoch 1013 | loss: 0.031196 | val_loss: 0.0311922 | Time: 1438.49 ms [2020-12-21 08:28:01 main:581] : INFO : Epoch 1014 | loss: 0.0311956 | val_loss: 0.0311921 | Time: 1453.95 ms [2020-12-21 08:28:03 main:581] : INFO : Epoch 1015 | loss: 0.0311962 | val_loss: 0.0311919 | Time: 1465.95 ms [2020-12-21 08:28:04 main:581] : INFO : Epoch 1016 | loss: 0.0311947 | val_loss: 0.0311924 | Time: 1475.11 ms [2020-12-21 08:28:06 main:581] : INFO : Epoch 1017 | loss: 0.0311953 | val_loss: 0.0311918 | Time: 1419.53 ms [2020-12-21 08:28:07 main:581] : INFO : Epoch 1018 | loss: 0.0311948 | val_loss: 0.0311921 | Time: 1444.52 ms [2020-12-21 08:28:08 main:581] : INFO : Epoch 1019 | loss: 0.0311949 | val_loss: 0.0311948 | Time: 1416 ms [2020-12-21 08:28:10 main:581] : INFO : Epoch 1020 | loss: 0.0311954 | val_loss: 0.0311927 | Time: 1407.67 ms [2020-12-21 08:28:11 main:581] : INFO : Epoch 1021 | loss: 0.0311952 | val_loss: 0.0311919 | Time: 1419.03 ms [2020-12-21 08:28:13 main:581] : INFO : Epoch 1022 | loss: 0.0311945 | val_loss: 0.0311917 | Time: 1414.26 ms [2020-12-21 08:28:14 main:581] : INFO : Epoch 1023 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 1433.45 ms [2020-12-21 08:28:16 main:581] : INFO : Epoch 1024 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 1431.57 ms [2020-12-21 08:28:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311931 [2020-12-21 08:28:16 main:610] : INFO : Saving end state to config to file [2020-12-21 08:28:16 main:615] : INFO : Success, exiting.. 08:28:16 (1391201): 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)