Task 3711681
| Name | ParityMachine-1605454777-12325-14_1 |
| Workunit | 1898891 |
| Created | 17 Jan 2021, 13:13:45 UTC |
| Sent | 17 Jan 2021, 13:15:48 UTC |
| Report deadline | 24 Jan 2021, 13:15:48 UTC |
| Received | 18 Jan 2021, 1:51:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 25 min 11 sec |
| CPU time | 24 min 43 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 1441.54 ms
[2021-01-17 20:28:43 main:574] : INFO : Epoch 515 | loss: 0.0311607 | val_loss: 0.0311712 | Time: 1525.37 ms
[2021-01-17 20:28:44 main:574] : INFO : Epoch 516 | loss: 0.0311619 | val_loss: 0.031171 | Time: 1439.8 ms
[2021-01-17 20:28:46 main:574] : INFO : Epoch 517 | loss: 0.0311632 | val_loss: 0.031168 | Time: 1434.64 ms
[2021-01-17 20:28:47 main:574] : INFO : Epoch 518 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 1423.82 ms
[2021-01-17 20:28:49 main:574] : INFO : Epoch 519 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 1429.81 ms
[2021-01-17 20:28:50 main:574] : INFO : Epoch 520 | loss: 0.031162 | val_loss: 0.0311692 | Time: 1442.27 ms
[2021-01-17 20:28:52 main:574] : INFO : Epoch 521 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 1455.54 ms
[2021-01-17 20:28:53 main:574] : INFO : Epoch 522 | loss: 0.0311657 | val_loss: 0.0311722 | Time: 1435.95 ms
[2021-01-17 20:28:55 main:574] : INFO : Epoch 523 | loss: 0.0311649 | val_loss: 0.03117 | Time: 1452.9 ms
[2021-01-17 20:28:56 main:574] : INFO : Epoch 524 | loss: 0.0311635 | val_loss: 0.0311829 | Time: 1442.79 ms
[2021-01-17 20:28:57 main:574] : INFO : Epoch 525 | loss: 0.0311653 | val_loss: 0.0311697 | Time: 1433.84 ms
[2021-01-17 20:28:59 main:574] : INFO : Epoch 526 | loss: 0.031162 | val_loss: 0.0311708 | Time: 1512.79 ms
[2021-01-17 20:29:00 main:574] : INFO : Epoch 527 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1437.41 ms
[2021-01-17 20:29:02 main:574] : INFO : Epoch 528 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 1500.71 ms
[2021-01-17 20:29:03 main:574] : INFO : Epoch 529 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1575.79 ms
[2021-01-17 20:29:05 main:574] : INFO : Epoch 530 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 1565.68 ms
[2021-01-17 20:29:07 main:574] : INFO : Epoch 531 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1619.64 ms
[2021-01-17 20:29:08 main:574] : INFO : Epoch 532 | loss: 0.031161 | val_loss: 0.0311694 | Time: 1440.83 ms
[2021-01-17 20:29:10 main:574] : INFO : Epoch 533 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 1436.46 ms
[2021-01-17 20:29:11 main:574] : INFO : Epoch 534 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 1435.49 ms
[2021-01-17 20:29:12 main:574] : INFO : Epoch 535 | loss: 0.031163 | val_loss: 0.0311697 | Time: 1443.69 ms
[2021-01-17 20:29:14 main:574] : INFO : Epoch 536 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 1474.38 ms
[2021-01-17 20:29:15 main:574] : INFO : Epoch 537 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 1511.24 ms
[2021-01-17 20:29:17 main:574] : INFO : Epoch 538 | loss: 0.0311629 | val_loss: 0.031172 | Time: 1431.65 ms
[2021-01-17 20:29:18 main:574] : INFO : Epoch 539 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 1426.63 ms
[2021-01-17 20:29:20 main:574] : INFO : Epoch 540 | loss: 0.0311629 | val_loss: 0.0311725 | Time: 1433.47 ms
[2021-01-17 20:29:21 main:574] : INFO : Epoch 541 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1427.67 ms
[2021-01-17 20:29:23 main:574] : INFO : Epoch 542 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 1456.3 ms
[2021-01-17 20:29:24 main:574] : INFO : Epoch 543 | loss: 0.0311634 | val_loss: 0.0311701 | Time: 1442.02 ms
[2021-01-17 20:29:26 main:574] : INFO : Epoch 544 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 1430.77 ms
[2021-01-17 20:29:27 main:574] : INFO : Epoch 545 | loss: 0.031165 | val_loss: 0.0311729 | Time: 1433.78 ms
[2021-01-17 20:29:29 main:574] : INFO : Epoch 546 | loss: 0.0311629 | val_loss: 0.0311719 | Time: 1457.21 ms
[2021-01-17 20:29:30 main:574] : INFO : Epoch 547 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 1455.58 ms
[2021-01-17 20:29:32 main:574] : INFO : Epoch 548 | loss: 0.0311611 | val_loss: 0.0311709 | Time: 1514.64 ms
[2021-01-17 20:29:33 main:574] : INFO : Epoch 549 | loss: 0.031162 | val_loss: 0.031177 | Time: 1449.04 ms
[2021-01-17 20:29:34 main:574] : INFO : Epoch 550 | loss: 0.031164 | val_loss: 0.0311716 | Time: 1445.7 ms
[2021-01-17 20:29:36 main:574] : INFO : Epoch 551 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 1435.19 ms
[2021-01-17 20:29:37 main:574] : INFO : Epoch 552 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 1431.28 ms
[2021-01-17 20:29:39 main:574] : INFO : Epoch 553 | loss: 0.0311621 | val_loss: 0.0311737 | Time: 1489.17 ms
[2021-01-17 20:29:40 main:574] : INFO : Epoch 554 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 1429.87 ms
[2021-01-17 20:29:42 main:574] : INFO : Epoch 555 | loss: 0.0311608 | val_loss: 0.0311697 | Time: 1438.74 ms
[2021-01-17 20:29:43 main:574] : INFO : Epoch 556 | loss: 0.0311625 | val_loss: 0.0311756 | Time: 1439.24 ms
[2021-01-17 20:29:45 main:574] : INFO : Epoch 557 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 1423.44 ms
[2021-01-17 20:29:46 main:574] : INFO : Epoch 558 | loss: 0.0311644 | val_loss: 0.0311711 | Time: 1455.59 ms
[2021-01-17 20:29:48 main:574] : INFO : Epoch 559 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1454.86 ms
[2021-01-17 20:29:49 main:574] : INFO : Epoch 560 | loss: 0.0311602 | val_loss: 0.0311708 | Time: 1420.81 ms
[2021-01-17 20:29:50 main:574] : INFO : Epoch 561 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 1435.34 ms
[2021-01-17 20:29:52 main:574] : INFO : Epoch 562 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1440 ms
[2021-01-17 20:29:53 main:574] : INFO : Epoch 563 | loss: 0.0311617 | val_loss: 0.0311763 | Time: 1431.75 ms
[2021-01-17 20:29:55 main:574] : INFO : Epoch 564 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 1482 ms
[2021-01-17 20:29:56 main:574] : INFO : Epoch 565 | loss: 0.0311604 | val_loss: 0.0311717 | Time: 1435.02 ms
[2021-01-17 20:29:58 main:574] : INFO : Epoch 566 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 1426.31 ms
[2021-01-17 20:29:59 main:574] : INFO : Epoch 567 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1431.2 ms
[2021-01-17 20:30:01 main:574] : INFO : Epoch 568 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 1441.41 ms
[2021-01-17 20:30:02 main:574] : INFO : Epoch 569 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 1507.57 ms
[2021-01-17 20:30:04 main:574] : INFO : Epoch 570 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1640.15 ms
[2021-01-17 20:30:05 main:574] : INFO : Epoch 571 | loss: 0.0311615 | val_loss: 0.0311693 | Time: 1669.08 ms
[2021-01-17 20:30:07 main:574] : INFO : Epoch 572 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 1599.68 ms
[2021-01-17 20:30:08 main:574] : INFO : Epoch 573 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 1425.85 ms
[2021-01-17 20:30:10 main:574] : INFO : Epoch 574 | loss: 0.03116 | val_loss: 0.0311714 | Time: 1421.63 ms
[2021-01-17 20:30:11 main:574] : INFO : Epoch 575 | loss: 0.0311616 | val_loss: 0.0311707 | Time: 1460.56 ms
[2021-01-17 20:30:13 main:574] : INFO : Epoch 576 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 1438.99 ms
[2021-01-17 20:30:14 main:574] : INFO : Epoch 577 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 1450.64 ms
[2021-01-17 20:30:16 main:574] : INFO : Epoch 578 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 1425.69 ms
[2021-01-17 20:30:17 main:574] : INFO : Epoch 579 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 1435.68 ms
[2021-01-17 20:30:19 main:574] : INFO : Epoch 580 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1594.15 ms
[2021-01-17 20:30:20 main:574] : INFO : Epoch 581 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1425.98 ms
[2021-01-17 20:30:22 main:574] : INFO : Epoch 582 | loss: 0.0311592 | val_loss: 0.03117 | Time: 1432.67 ms
[2021-01-17 20:30:23 main:574] : INFO : Epoch 583 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 1434.46 ms
[2021-01-17 20:30:25 main:574] : INFO : Epoch 584 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 1417.9 ms
[2021-01-17 20:30:26 main:574] : INFO : Epoch 585 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 1462.44 ms
[2021-01-17 20:30:27 main:574] : INFO : Epoch 586 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 1443.57 ms
[2021-01-17 20:30:29 main:574] : INFO : Epoch 587 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 1418.6 ms
[2021-01-17 20:30:30 main:574] : INFO : Epoch 588 | loss: 0.0311597 | val_loss: 0.0311719 | Time: 1448.56 ms
[2021-01-17 20:30:32 main:574] : INFO : Epoch 589 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 1431.58 ms
[2021-01-17 20:30:33 main:574] : INFO : Epoch 590 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 1432.45 ms
[2021-01-17 20:30:35 main:574] : INFO : Epoch 591 | loss: 0.031159 | val_loss: 0.0311715 | Time: 1478.3 ms
[2021-01-17 20:30:36 main:574] : INFO : Epoch 592 | loss: 0.0311582 | val_loss: 0.0311694 | Time: 1441.31 ms
[2021-01-17 20:30:38 main:574] : INFO : Epoch 593 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 1427.68 ms
[2021-01-17 20:30:39 main:574] : INFO : Epoch 594 | loss: 0.03116 | val_loss: 0.0311707 | Time: 1441.73 ms
[2021-01-17 20:30:40 main:574] : INFO : Epoch 595 | loss: 0.0311597 | val_loss: 0.0311691 | Time: 1429.73 ms
[2021-01-17 20:30:42 main:574] : INFO : Epoch 596 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 1475.29 ms
[2021-01-17 20:30:44 main:574] : INFO : Epoch 597 | loss: 0.0311609 | val_loss: 0.0311737 | Time: 1556.42 ms
[2021-01-17 20:30:45 main:574] : INFO : Epoch 598 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 1434.4 ms
[2021-01-17 20:30:46 main:574] : INFO : Epoch 599 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 1439.27 ms
[2021-01-17 20:30:48 main:574] : INFO : Epoch 600 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 1428.94 ms
[2021-01-17 20:30:49 main:574] : INFO : Epoch 601 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 1419.39 ms
[2021-01-17 20:30:51 main:574] : INFO : Epoch 602 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 1480.21 ms
[2021-01-17 20:30:52 main:574] : INFO : Epoch 603 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 1439.29 ms
[2021-01-17 20:30:54 main:574] : INFO : Epoch 604 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 1437.13 ms
[2021-01-17 20:30:55 main:574] : INFO : Epoch 605 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 1430.85 ms
[2021-01-17 20:30:57 main:574] : INFO : Epoch 606 | loss: 0.0311589 | val_loss: 0.0311702 | Time: 1438.35 ms
[2021-01-17 20:30:58 main:574] : INFO : Epoch 607 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 1456.59 ms
[2021-01-17 20:31:00 main:574] : INFO : Epoch 608 | loss: 0.031159 | val_loss: 0.0311709 | Time: 1550.12 ms
[2021-01-17 20:31:01 main:574] : INFO : Epoch 609 | loss: 0.031158 | val_loss: 0.031168 | Time: 1444.98 ms
[2021-01-17 20:31:03 main:574] : INFO : Epoch 610 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 1564.49 ms
[2021-01-17 20:31:04 main:574] : INFO : Epoch 611 | loss: 0.0311586 | val_loss: 0.031168 | Time: 1556.83 ms
[2021-01-17 20:31:06 main:574] : INFO : Epoch 612 | loss: 0.0311584 | val_loss: 0.0311695 | Time: 1599.15 ms
[2021-01-17 20:31:07 main:574] : INFO : Epoch 613 | loss: 0.031158 | val_loss: 0.031168 | Time: 1517.89 ms
[2021-01-17 20:31:09 main:574] : INFO : Epoch 614 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 1431.32 ms
[2021-01-17 20:31:10 main:574] : INFO : Epoch 615 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 1431.03 ms
[2021-01-17 20:31:12 main:574] : INFO : Epoch 616 | loss: 0.0311581 | val_loss: 0.0311674 | Time: 1426.34 ms
[2021-01-17 20:31:13 main:574] : INFO : Epoch 617 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 1433.36 ms
[2021-01-17 20:31:15 main:574] : INFO : Epoch 618 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 1507.57 ms
[2021-01-17 20:31:16 main:574] : INFO : Epoch 619 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1435.9 ms
[2021-01-17 20:31:18 main:574] : INFO : Epoch 620 | loss: 0.0311591 | val_loss: 0.0311699 | Time: 1449.88 ms
[2021-01-17 20:31:19 main:574] : INFO : Epoch 621 | loss: 0.0311586 | val_loss: 0.0311695 | Time: 1437.19 ms
[2021-01-17 20:31:20 main:574] : INFO : Epoch 622 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 1425.33 ms
[2021-01-17 20:31:22 main:574] : INFO : Epoch 623 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1451.91 ms
[2021-01-17 20:31:23 main:574] : INFO : Epoch 624 | loss: 0.0311612 | val_loss: 0.03117 | Time: 1464.73 ms
[2021-01-17 20:31:25 main:574] : INFO : Epoch 625 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 1428.84 ms
[2021-01-17 20:31:26 main:574] : INFO : Epoch 626 | loss: 0.03116 | val_loss: 0.0311675 | Time: 1446.54 ms
[2021-01-17 20:31:28 main:574] : INFO : Epoch 627 | loss: 0.0311601 | val_loss: 0.0311669 | Time: 1437.95 ms
[2021-01-17 20:31:29 main:574] : INFO : Epoch 628 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 1424.76 ms
[2021-01-17 20:31:31 main:574] : INFO : Epoch 629 | loss: 0.0311582 | val_loss: 0.0311705 | Time: 1535.94 ms
[2021-01-17 20:31:32 main:574] : INFO : Epoch 630 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1448.41 ms
[2021-01-17 20:31:34 main:574] : INFO : Epoch 631 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 1432.35 ms
[2021-01-17 20:31:35 main:574] : INFO : Epoch 632 | loss: 0.03116 | val_loss: 0.0311656 | Time: 1442.49 ms
[2021-01-17 20:31:36 main:574] : INFO : Epoch 633 | loss: 0.0311587 | val_loss: 0.031167 | Time: 1451.8 ms
[2021-01-17 20:31:38 main:574] : INFO : Epoch 634 | loss: 0.0311585 | val_loss: 0.0311685 | Time: 1440.74 ms
[2021-01-17 20:31:39 main:574] : INFO : Epoch 635 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1462.84 ms
[2021-01-17 20:31:41 main:574] : INFO : Epoch 636 | loss: 0.0311592 | val_loss: 0.0311696 | Time: 1439.89 ms
[2021-01-17 20:31:42 main:574] : INFO : Epoch 637 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1427.42 ms
[2021-01-17 20:31:44 main:574] : INFO : Epoch 638 | loss: 0.0311587 | val_loss: 0.031168 | Time: 1437.62 ms
[2021-01-17 20:31:45 main:574] : INFO : Epoch 639 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 1448.52 ms
[2021-01-17 20:31:47 main:574] : INFO : Epoch 640 | loss: 0.0311574 | val_loss: 0.0311681 | Time: 1499.77 ms
[2021-01-17 20:31:48 main:574] : INFO : Epoch 641 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 1445.53 ms
[2021-01-17 20:31:50 main:574] : INFO : Epoch 642 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 1437.41 ms
[2021-01-17 20:31:51 main:574] : INFO : Epoch 643 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 1424.6 ms
[2021-01-17 20:31:52 main:574] : INFO : Epoch 644 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1434.96 ms
[2021-01-17 20:31:54 main:574] : INFO : Epoch 645 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 1439.05 ms
[2021-01-17 20:31:55 main:574] : INFO : Epoch 646 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1486.07 ms
[2021-01-17 20:31:57 main:574] : INFO : Epoch 647 | loss: 0.03116 | val_loss: 0.0311686 | Time: 1437.95 ms
[2021-01-17 20:31:58 main:574] : INFO : Epoch 648 | loss: 0.0311596 | val_loss: 0.0311686 | Time: 1445.49 ms
[2021-01-17 20:32:00 main:574] : INFO : Epoch 649 | loss: 0.0311583 | val_loss: 0.0311685 | Time: 1434.47 ms
[2021-01-17 20:32:01 main:574] : INFO : Epoch 650 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 1441.57 ms
[2021-01-17 20:32:03 main:574] : INFO : Epoch 651 | loss: 0.0311615 | val_loss: 0.0311766 | Time: 1561.67 ms
[2021-01-17 20:32:04 main:574] : INFO : Epoch 652 | loss: 0.0311629 | val_loss: 0.031171 | Time: 1427.16 ms
[2021-01-17 20:32:06 main:574] : INFO : Epoch 653 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 1442.66 ms
[2021-01-17 20:32:07 main:574] : INFO : Epoch 654 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 1431.93 ms
[2021-01-17 20:32:09 main:574] : INFO : Epoch 655 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 1425.49 ms
[2021-01-17 20:32:10 main:574] : INFO : Epoch 656 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 1447.56 ms
[2021-01-17 20:32:12 main:574] : INFO : Epoch 657 | loss: 0.0311575 | val_loss: 0.0311696 | Time: 1452.17 ms
[2021-01-17 20:32:13 main:574] : INFO : Epoch 658 | loss: 0.0311574 | val_loss: 0.031169 | Time: 1433.86 ms
[2021-01-17 20:32:14 main:574] : INFO : Epoch 659 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 1433.47 ms
[2021-01-17 20:32:16 main:574] : INFO : Epoch 660 | loss: 0.0311567 | val_loss: 0.0311699 | Time: 1430.17 ms
[2021-01-17 20:32:17 main:574] : INFO : Epoch 661 | loss: 0.0311569 | val_loss: 0.0311681 | Time: 1438.38 ms
[2021-01-17 20:32:19 main:574] : INFO : Epoch 662 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 1535.22 ms
[2021-01-17 20:32:20 main:574] : INFO : Epoch 663 | loss: 0.0311592 | val_loss: 0.031169 | Time: 1418.29 ms
[2021-01-17 20:32:22 main:574] : INFO : Epoch 664 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 1436.7 ms
[2021-01-17 20:32:23 main:574] : INFO : Epoch 665 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1429.21 ms
[2021-01-17 20:32:25 main:574] : INFO : Epoch 666 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 1422.54 ms
[2021-01-17 20:32:26 main:574] : INFO : Epoch 667 | loss: 0.0311569 | val_loss: 0.031168 | Time: 1446.14 ms
[2021-01-17 20:32:28 main:574] : INFO : Epoch 668 | loss: 0.0311564 | val_loss: 0.0311683 | Time: 1462.69 ms
[2021-01-17 20:32:29 main:574] : INFO : Epoch 669 | loss: 0.0311564 | val_loss: 0.031169 | Time: 1425.9 ms
[2021-01-17 20:32:30 main:574] : INFO : Epoch 670 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 1426.19 ms
[2021-01-17 20:32:32 main:574] : INFO : Epoch 671 | loss: 0.0311582 | val_loss: 0.0311696 | Time: 1432.74 ms
[2021-01-17 20:32:33 main:574] : INFO : Epoch 672 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 1424.92 ms
[2021-01-17 20:32:35 main:574] : INFO : Epoch 673 | loss: 0.031159 | val_loss: 0.0311694 | Time: 1499.13 ms
[2021-01-17 20:32:36 main:574] : INFO : Epoch 674 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 1449.18 ms
[2021-01-17 20:32:38 main:574] : INFO : Epoch 675 | loss: 0.0311574 | val_loss: 0.031173 | Time: 1423.43 ms
[2021-01-17 20:32:39 main:574] : INFO : Epoch 676 | loss: 0.0311581 | val_loss: 0.0311705 | Time: 1433.12 ms
[2021-01-17 20:32:41 main:574] : INFO : Epoch 677 | loss: 0.0311575 | val_loss: 0.031171 | Time: 1439.6 ms
[2021-01-17 20:32:42 main:574] : INFO : Epoch 678 | loss: 0.0311582 | val_loss: 0.0311757 | Time: 1447.76 ms
[2021-01-17 20:32:44 main:574] : INFO : Epoch 679 | loss: 0.0311597 | val_loss: 0.0311791 | Time: 1516.14 ms
[2021-01-17 20:32:45 main:574] : INFO : Epoch 680 | loss: 0.0311611 | val_loss: 0.0311712 | Time: 1438.43 ms
[2021-01-17 20:32:46 main:574] : INFO : Epoch 681 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 1423.79 ms
[2021-01-17 20:32:48 main:574] : INFO : Epoch 682 | loss: 0.0311579 | val_loss: 0.0311723 | Time: 1421.42 ms
[2021-01-17 20:32:49 main:574] : INFO : Epoch 683 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 1434.69 ms
[2021-01-17 20:32:51 main:574] : INFO : Epoch 684 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 1446.54 ms
[2021-01-17 20:32:52 main:574] : INFO : Epoch 685 | loss: 0.0311574 | val_loss: 0.0311716 | Time: 1442.87 ms
[2021-01-17 20:32:54 main:574] : INFO : Epoch 686 | loss: 0.0311574 | val_loss: 0.0311703 | Time: 1431.4 ms
[2021-01-17 20:32:55 main:574] : INFO : Epoch 687 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 1424.61 ms
[2021-01-17 20:32:57 main:574] : INFO : Epoch 688 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 1426.26 ms
[2021-01-17 20:32:58 main:574] : INFO : Epoch 689 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 1449.6 ms
[2021-01-17 20:32:59 main:574] : INFO : Epoch 690 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 1505.03 ms
[2021-01-17 20:33:01 main:574] : INFO : Epoch 691 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 1429.45 ms
[2021-01-17 20:33:02 main:574] : INFO : Epoch 692 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1500.81 ms
[2021-01-17 20:33:04 main:574] : INFO : Epoch 693 | loss: 0.0311563 | val_loss: 0.0311711 | Time: 1555.68 ms
[2021-01-17 20:33:06 main:574] : INFO : Epoch 694 | loss: 0.0311562 | val_loss: 0.0311709 | Time: 1591.83 ms
[2021-01-17 20:33:07 main:574] : INFO : Epoch 695 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 1545.57 ms
[2021-01-17 20:33:09 main:574] : INFO : Epoch 696 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 1426.78 ms
[2021-01-17 20:33:10 main:574] : INFO : Epoch 697 | loss: 0.031157 | val_loss: 0.0311703 | Time: 1425.53 ms
[2021-01-17 20:33:11 main:574] : INFO : Epoch 698 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 1425.37 ms
[2021-01-17 20:33:13 main:574] : INFO : Epoch 699 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 1429.83 ms
[2021-01-17 20:33:14 main:574] : INFO : Epoch 700 | loss: 0.0311565 | val_loss: 0.0311704 | Time: 1494.85 ms
[2021-01-17 20:33:16 main:574] : INFO : Epoch 701 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 1436.66 ms
[2021-01-17 20:33:17 main:574] : INFO : Epoch 702 | loss: 0.0311561 | val_loss: 0.031169 | Time: 1434.22 ms
[2021-01-17 20:33:19 main:574] : INFO : Epoch 703 | loss: 0.0311578 | val_loss: 0.0311695 | Time: 1428.92 ms
[2021-01-17 20:33:20 main:574] : INFO : Epoch 704 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 1425.87 ms
[2021-01-17 20:33:22 main:574] : INFO : Epoch 705 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 1435.63 ms
[2021-01-17 20:33:23 main:574] : INFO : Epoch 706 | loss: 0.0311567 | val_loss: 0.0311696 | Time: 1470.38 ms
[2021-01-17 20:33:25 main:574] : INFO : Epoch 707 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 1429.16 ms
[2021-01-17 20:33:26 main:574] : INFO : Epoch 708 | loss: 0.031156 | val_loss: 0.0311677 | Time: 1427.51 ms
[2021-01-17 20:33:27 main:574] : INFO : Epoch 709 | loss: 0.031156 | val_loss: 0.0311679 | Time: 1445.52 ms
[2021-01-17 20:33:29 main:574] : INFO : Epoch 710 | loss: 0.0311556 | val_loss: 0.0311675 | Time: 1443.06 ms
[2021-01-17 20:33:30 main:574] : INFO : Epoch 711 | loss: 0.031156 | val_loss: 0.0311669 | Time: 1508.72 ms
[2021-01-17 20:33:32 main:574] : INFO : Epoch 712 | loss: 0.0311557 | val_loss: 0.0311678 | Time: 1442.9 ms
[2021-01-17 20:33:33 main:574] : INFO : Epoch 713 | loss: 0.0311559 | val_loss: 0.0311663 | Time: 1420.7 ms
[2021-01-17 20:33:35 main:574] : INFO : Epoch 714 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1423.34 ms
[2021-01-17 20:33:36 main:574] : INFO : Epoch 715 | loss: 0.0311577 | val_loss: 0.0311706 | Time: 1425.89 ms
[2021-01-17 20:33:38 main:574] : INFO : Epoch 716 | loss: 0.0311568 | val_loss: 0.031167 | Time: 1421.06 ms
[2021-01-17 20:33:39 main:574] : INFO : Epoch 717 | loss: 0.031161 | val_loss: 0.0311691 | Time: 1458.13 ms
[2021-01-17 20:33:41 main:574] : INFO : Epoch 718 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 1430.09 ms
[2021-01-17 20:33:42 main:574] : INFO : Epoch 719 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1418.72 ms
[2021-01-17 20:33:43 main:574] : INFO : Epoch 720 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 1430.35 ms
[2021-01-17 20:33:45 main:574] : INFO : Epoch 721 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 1440.88 ms
[2021-01-17 20:33:46 main:574] : INFO : Epoch 722 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 1464.89 ms
[2021-01-17 20:33:48 main:574] : INFO : Epoch 723 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 1474.78 ms
[2021-01-17 20:33:49 main:574] : INFO : Epoch 724 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 1428.89 ms
[2021-01-17 20:33:51 main:574] : INFO : Epoch 725 | loss: 0.0311589 | val_loss: 0.031168 | Time: 1440.5 ms
[2021-01-17 20:33:52 main:574] : INFO : Epoch 726 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 1421.39 ms
[2021-01-17 20:33:54 main:574] : INFO : Epoch 727 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 1420.91 ms
[2021-01-17 20:33:55 main:574] : INFO : Epoch 728 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 1470.83 ms
[2021-01-17 20:33:56 main:574] : INFO : Epoch 729 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1430.21 ms
[2021-01-17 20:33:58 main:574] : INFO : Epoch 730 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 1429.14 ms
[2021-01-17 20:33:59 main:574] : INFO : Epoch 731 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 1436.42 ms
[2021-01-17 20:34:01 main:574] : INFO : Epoch 732 | loss: 0.0311583 | val_loss: 0.0311675 | Time: 1450.46 ms
[2021-01-17 20:34:02 main:574] : INFO : Epoch 733 | loss: 0.0311587 | val_loss: 0.031169 | Time: 1470.3 ms
[2021-01-17 20:34:04 main:574] : INFO : Epoch 734 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 1513.84 ms
[2021-01-17 20:34:05 main:574] : INFO : Epoch 735 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 1444.07 ms
[2021-01-17 20:34:07 main:574] : INFO : Epoch 736 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 1421.92 ms
[2021-01-17 20:34:08 main:574] : INFO : Epoch 737 | loss: 0.0311578 | val_loss: 0.0311684 | Time: 1432.45 ms
[2021-01-17 20:34:10 main:574] : INFO : Epoch 738 | loss: 0.0311579 | val_loss: 0.0311679 | Time: 1427.79 ms
[2021-01-17 20:34:11 main:574] : INFO : Epoch 739 | loss: 0.0311586 | val_loss: 0.031175 | Time: 1445.53 ms
[2021-01-17 20:34:12 main:574] : INFO : Epoch 740 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1440.69 ms
[2021-01-17 20:34:14 main:574] : INFO : Epoch 741 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 1432.18 ms
[2021-01-17 20:34:15 main:574] : INFO : Epoch 742 | loss: 0.0311588 | val_loss: 0.0311679 | Time: 1438.84 ms
[2021-01-17 20:34:17 main:574] : INFO : Epoch 743 | loss: 0.0311582 | val_loss: 0.031169 | Time: 1443.17 ms
[2021-01-17 20:34:18 main:574] : INFO : Epoch 744 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1506.07 ms
[2021-01-17 20:34:20 main:574] : INFO : Epoch 745 | loss: 0.0311601 | val_loss: 0.0311713 | Time: 1457.42 ms
[2021-01-17 20:34:21 main:574] : INFO : Epoch 746 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1435.47 ms
[2021-01-17 20:34:23 main:574] : INFO : Epoch 747 | loss: 0.0311588 | val_loss: 0.0311689 | Time: 1428.75 ms
[2021-01-17 20:34:24 main:574] : INFO : Epoch 748 | loss: 0.031159 | val_loss: 0.0311714 | Time: 1424.33 ms
[2021-01-17 20:34:26 main:574] : INFO : Epoch 749 | loss: 0.0311632 | val_loss: 0.0311773 | Time: 1430.94 ms
[2021-01-17 20:34:27 main:574] : INFO : Epoch 750 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1454.58 ms
[2021-01-17 20:34:29 main:574] : INFO : Epoch 751 | loss: 0.0311573 | val_loss: 0.03117 | Time: 1432.41 ms
[2021-01-17 20:34:30 main:574] : INFO : Epoch 752 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1448.48 ms
[2021-01-17 20:34:31 main:574] : INFO : Epoch 753 | loss: 0.0311576 | val_loss: 0.0311687 | Time: 1429.45 ms
[2021-01-17 20:34:33 main:574] : INFO : Epoch 754 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1427.72 ms
[2021-01-17 20:34:34 main:574] : INFO : Epoch 755 | loss: 0.031158 | val_loss: 0.0311703 | Time: 1483.64 ms
[2021-01-17 20:34:36 main:574] : INFO : Epoch 756 | loss: 0.0311584 | val_loss: 0.0311676 | Time: 1476.24 ms
[2021-01-17 20:34:37 main:574] : INFO : Epoch 757 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 1436.91 ms
[2021-01-17 20:34:39 main:574] : INFO : Epoch 758 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1437.5 ms
[2021-01-17 20:34:40 main:574] : INFO : Epoch 759 | loss: 0.0311598 | val_loss: 0.0311681 | Time: 1432.61 ms
[2021-01-17 20:34:42 main:574] : INFO : Epoch 760 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 1433.87 ms
[2021-01-17 20:34:43 main:574] : INFO : Epoch 761 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 1472.68 ms
[2021-01-17 20:34:45 main:574] : INFO : Epoch 762 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 1445.07 ms
[2021-01-17 20:34:46 main:574] : INFO : Epoch 763 | loss: 0.031158 | val_loss: 0.0311669 | Time: 1441.25 ms
[2021-01-17 20:34:47 main:574] : INFO : Epoch 764 | loss: 0.0311575 | val_loss: 0.0311678 | Time: 1438.72 ms
[2021-01-17 20:34:49 main:574] : INFO : Epoch 765 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1430.95 ms
[2021-01-17 20:34:50 main:574] : INFO : Epoch 766 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 1477.6 ms
[2021-01-17 20:34:52 main:574] : INFO : Epoch 767 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 1467.54 ms
[2021-01-17 20:34:53 main:574] : INFO : Epoch 768 | loss: 0.031157 | val_loss: 0.0311665 | Time: 1436.28 ms
[2021-01-17 20:34:55 main:574] : INFO : Epoch 769 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1442.9 ms
[2021-01-17 20:34:56 main:574] : INFO : Epoch 770 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 1448.78 ms
[2021-01-17 20:34:58 main:574] : INFO : Epoch 771 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 1416.16 ms
[2021-01-17 20:34:59 main:574] : INFO : Epoch 772 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 1467.5 ms
[2021-01-17 20:35:01 main:574] : INFO : Epoch 773 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 1447.73 ms
[2021-01-17 20:35:02 main:574] : INFO : Epoch 774 | loss: 0.0311571 | val_loss: 0.0311674 | Time: 1448.6 ms
[2021-01-17 20:35:04 main:574] : INFO : Epoch 775 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 1647.48 ms
[2021-01-17 20:35:05 main:574] : INFO : Epoch 776 | loss: 0.0311565 | val_loss: 0.031167 | Time: 1628.88 ms
[2021-01-17 20:35:07 main:574] : INFO : Epoch 777 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 1563.83 ms
[2021-01-17 20:35:08 main:574] : INFO : Epoch 778 | loss: 0.0311574 | val_loss: 0.0311687 | Time: 1442.94 ms
[2021-01-17 20:35:10 main:574] : INFO : Epoch 779 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 1436.01 ms
[2021-01-17 20:35:11 main:574] : INFO : Epoch 780 | loss: 0.0311575 | val_loss: 0.0311672 | Time: 1429.49 ms
[2021-01-17 20:35:13 main:574] : INFO : Epoch 781 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1436.25 ms
[2021-01-17 20:35:14 main:574] : INFO : Epoch 782 | loss: 0.0311554 | val_loss: 0.0311656 | Time: 1462.17 ms
[2021-01-17 20:35:16 main:574] : INFO : Epoch 783 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1465.99 ms
[2021-01-17 20:35:17 main:574] : INFO : Epoch 784 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1443.56 ms
[2021-01-17 20:35:19 main:574] : INFO : Epoch 785 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 1440.58 ms
[2021-01-17 20:35:20 main:574] : INFO : Epoch 786 | loss: 0.0311594 | val_loss: 0.031168 | Time: 1426.72 ms
[2021-01-17 20:35:21 main:574] : INFO : Epoch 787 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 1432.67 ms
[2021-01-17 20:35:23 main:574] : INFO : Epoch 788 | loss: 0.0311594 | val_loss: 0.0311737 | Time: 1546.57 ms
[2021-01-17 20:35:24 main:574] : INFO : Epoch 789 | loss: 0.0311604 | val_loss: 0.031167 | Time: 1435.31 ms
[2021-01-17 20:35:26 main:574] : INFO : Epoch 790 | loss: 0.031159 | val_loss: 0.0311685 | Time: 1432.78 ms
[2021-01-17 20:35:27 main:574] : INFO : Epoch 791 | loss: 0.0311589 | val_loss: 0.0311665 | Time: 1440.25 ms
[2021-01-17 20:35:29 main:574] : INFO : Epoch 792 | loss: 0.0311587 | val_loss: 0.0311679 | Time: 1431.04 ms
[2021-01-17 20:35:30 main:574] : INFO : Epoch 793 | loss: 0.0311583 | val_loss: 0.031167 | Time: 1461.23 ms
[2021-01-17 20:35:32 main:574] : INFO : Epoch 794 | loss: 0.0311593 | val_loss: 0.031169 | Time: 1450.14 ms
[2021-01-17 20:35:33 main:574] : INFO : Epoch 795 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 1437.65 ms
[2021-01-17 20:35:35 main:574] : INFO : Epoch 796 | loss: 0.0311586 | val_loss: 0.0311673 | Time: 1445.35 ms
[2021-01-17 20:35:36 main:574] : INFO : Epoch 797 | loss: 0.0311589 | val_loss: 0.0311683 | Time: 1447.52 ms
[2021-01-17 20:35:38 main:574] : INFO : Epoch 798 | loss: 0.0311578 | val_loss: 0.0311694 | Time: 1429.96 ms
[2021-01-17 20:35:39 main:574] : INFO : Epoch 799 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 1550.62 ms
[2021-01-17 20:35:41 main:574] : INFO : Epoch 800 | loss: 0.0311611 | val_loss: 0.0311731 | Time: 1438.81 ms
[2021-01-17 20:35:42 main:574] : INFO : Epoch 801 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1430.26 ms
[2021-01-17 20:35:43 main:574] : INFO : Epoch 802 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 1441.29 ms
[2021-01-17 20:35:45 main:574] : INFO : Epoch 803 | loss: 0.0311592 | val_loss: 0.031169 | Time: 1438.78 ms
[2021-01-17 20:35:46 main:574] : INFO : Epoch 804 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 1457.53 ms
[2021-01-17 20:35:48 main:574] : INFO : Epoch 805 | loss: 0.0311606 | val_loss: 0.03117 | Time: 1452.32 ms
[2021-01-17 20:35:49 main:574] : INFO : Epoch 806 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 1436.6 ms
[2021-01-17 20:35:51 main:574] : INFO : Epoch 807 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1421.9 ms
[2021-01-17 20:35:52 main:574] : INFO : Epoch 808 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 1426.88 ms
[2021-01-17 20:35:54 main:574] : INFO : Epoch 809 | loss: 0.031162 | val_loss: 0.0311698 | Time: 1430.66 ms
[2021-01-17 20:35:55 main:574] : INFO : Epoch 810 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 1497.22 ms
[2021-01-17 20:35:57 main:574] : INFO : Epoch 811 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 1444.21 ms
[2021-01-17 20:35:58 main:574] : INFO : Epoch 812 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 1438.56 ms
[2021-01-17 20:35:59 main:574] : INFO : Epoch 813 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 1439.95 ms
[2021-01-17 20:36:01 main:574] : INFO : Epoch 814 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 1442.75 ms
[2021-01-17 20:36:02 main:574] : INFO : Epoch 815 | loss: 0.0311596 | val_loss: 0.0311702 | Time: 1469.97 ms
[2021-01-17 20:36:04 main:574] : INFO : Epoch 816 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 1447.07 ms
[2021-01-17 20:36:05 main:574] : INFO : Epoch 817 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 1436.81 ms
[2021-01-17 20:36:07 main:574] : INFO : Epoch 818 | loss: 0.031158 | val_loss: 0.0311693 | Time: 1437.1 ms
[2021-01-17 20:36:08 main:574] : INFO : Epoch 819 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1433.5 ms
[2021-01-17 20:36:10 main:574] : INFO : Epoch 820 | loss: 0.031158 | val_loss: 0.0311692 | Time: 1442.16 ms
[2021-01-17 20:36:11 main:574] : INFO : Epoch 821 | loss: 0.0311578 | val_loss: 0.0311687 | Time: 1536.96 ms
[2021-01-17 20:36:13 main:574] : INFO : Epoch 822 | loss: 0.0311573 | val_loss: 0.031169 | Time: 1438.71 ms
[2021-01-17 20:36:14 main:574] : INFO : Epoch 823 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 1434.67 ms
[2021-01-17 20:36:15 main:574] : INFO : Epoch 824 | loss: 0.0311574 | val_loss: 0.0311711 | Time: 1423.28 ms
[2021-01-17 20:36:17 main:574] : INFO : Epoch 825 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 1430.93 ms
[2021-01-17 20:36:18 main:574] : INFO : Epoch 826 | loss: 0.031158 | val_loss: 0.0311682 | Time: 1456.05 ms
[2021-01-17 20:36:20 main:574] : INFO : Epoch 827 | loss: 0.0311591 | val_loss: 0.0311694 | Time: 1446.51 ms
[2021-01-17 20:36:21 main:574] : INFO : Epoch 828 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 1442.09 ms
[2021-01-17 20:36:23 main:574] : INFO : Epoch 829 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1433.54 ms
[2021-01-17 20:36:24 main:574] : INFO : Epoch 830 | loss: 0.0311569 | val_loss: 0.031169 | Time: 1428.46 ms
[2021-01-17 20:36:26 main:574] : INFO : Epoch 831 | loss: 0.0311565 | val_loss: 0.031169 | Time: 1434.27 ms
[2021-01-17 20:36:27 main:574] : INFO : Epoch 832 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 1561.76 ms
[2021-01-17 20:36:29 main:574] : INFO : Epoch 833 | loss: 0.0311564 | val_loss: 0.0311697 | Time: 1423.47 ms
[2021-01-17 20:36:30 main:574] : INFO : Epoch 834 | loss: 0.031157 | val_loss: 0.0311702 | Time: 1429.79 ms
[2021-01-17 20:36:31 main:574] : INFO : Epoch 835 | loss: 0.0311565 | val_loss: 0.0311698 | Time: 1423.98 ms
[2021-01-17 20:36:33 main:574] : INFO : Epoch 836 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 1416.4 ms
[2021-01-17 20:36:34 main:574] : INFO : Epoch 837 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 1449.66 ms
[2021-01-17 20:36:36 main:574] : INFO : Epoch 838 | loss: 0.0311572 | val_loss: 0.0311703 | Time: 1458.98 ms
[2021-01-17 20:36:37 main:574] : INFO : Epoch 839 | loss: 0.0311564 | val_loss: 0.0311689 | Time: 1429.13 ms
[2021-01-17 20:36:39 main:574] : INFO : Epoch 840 | loss: 0.0311571 | val_loss: 0.031173 | Time: 1441.52 ms
[2021-01-17 20:36:40 main:574] : INFO : Epoch 841 | loss: 0.0311589 | val_loss: 0.0311722 | Time: 1434.64 ms
[2021-01-17 20:36:42 main:574] : INFO : Epoch 842 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 1427.66 ms
[2021-01-17 20:36:43 main:574] : INFO : Epoch 843 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 1536.72 ms
[2021-01-17 20:36:45 main:574] : INFO : Epoch 844 | loss: 0.031157 | val_loss: 0.0311708 | Time: 1439.71 ms
[2021-01-17 20:36:46 main:574] : INFO : Epoch 845 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 1425.83 ms
[2021-01-17 20:36:47 main:574] : INFO : Epoch 846 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 1426.22 ms
[2021-01-17 20:36:49 main:574] : INFO : Epoch 847 | loss: 0.031157 | val_loss: 0.0311697 | Time: 1423.19 ms
[2021-01-17 20:36:50 main:574] : INFO : Epoch 848 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 1441.39 ms
[2021-01-17 20:36:52 main:574] : INFO : Epoch 849 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 1456.34 ms
[2021-01-17 20:36:53 main:574] : INFO : Epoch 850 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 1436.35 ms
[2021-01-17 20:36:55 main:574] : INFO : Epoch 851 | loss: 0.0311573 | val_loss: 0.03117 | Time: 1430.81 ms
[2021-01-17 20:36:56 main:574] : INFO : Epoch 852 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 1449.22 ms
[2021-01-17 20:36:58 main:574] : INFO : Epoch 853 | loss: 0.031157 | val_loss: 0.0311716 | Time: 1415.45 ms
[2021-01-17 20:36:59 main:574] : INFO : Epoch 854 | loss: 0.0311586 | val_loss: 0.0311722 | Time: 1493.82 ms
[2021-01-17 20:37:01 main:574] : INFO : Epoch 855 | loss: 0.0311579 | val_loss: 0.0311732 | Time: 1433.21 ms
[2021-01-17 20:37:02 main:574] : INFO : Epoch 856 | loss: 0.0311581 | val_loss: 0.0311695 | Time: 1431.18 ms
[2021-01-17 20:37:04 main:574] : INFO : Epoch 857 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 1535.42 ms
[2021-01-17 20:37:05 main:574] : INFO : Epoch 858 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 1559.74 ms
[2021-01-17 20:37:07 main:574] : INFO : Epoch 859 | loss: 0.031158 | val_loss: 0.0311722 | Time: 1569.33 ms
[2021-01-17 20:37:08 main:574] : INFO : Epoch 860 | loss: 0.0311584 | val_loss: 0.0311711 | Time: 1458.81 ms
[2021-01-17 20:37:10 main:574] : INFO : Epoch 861 | loss: 0.0311584 | val_loss: 0.0311706 | Time: 1423.98 ms
[2021-01-17 20:37:11 main:574] : INFO : Epoch 862 | loss: 0.031158 | val_loss: 0.0311715 | Time: 1424.24 ms
[2021-01-17 20:37:12 main:574] : INFO : Epoch 863 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1426.41 ms
[2021-01-17 20:37:14 main:574] : INFO : Epoch 864 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 1443.27 ms
[2021-01-17 20:37:15 main:574] : INFO : Epoch 865 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 1475.98 ms
[2021-01-17 20:37:17 main:574] : INFO : Epoch 866 | loss: 0.031159 | val_loss: 0.031169 | Time: 1431.82 ms
[2021-01-17 20:37:18 main:574] : INFO : Epoch 867 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 1432.93 ms
[2021-01-17 20:37:20 main:574] : INFO : Epoch 868 | loss: 0.0311576 | val_loss: 0.0311717 | Time: 1414.6 ms
[2021-01-17 20:37:21 main:574] : INFO : Epoch 869 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1428.55 ms
[2021-01-17 20:37:23 main:574] : INFO : Epoch 870 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 1464.34 ms
[2021-01-17 20:37:24 main:574] : INFO : Epoch 871 | loss: 0.0311583 | val_loss: 0.0311709 | Time: 1438.75 ms
[2021-01-17 20:37:26 main:574] : INFO : Epoch 872 | loss: 0.0311581 | val_loss: 0.0311699 | Time: 1428.54 ms
[2021-01-17 20:37:27 main:574] : INFO : Epoch 873 | loss: 0.031157 | val_loss: 0.0311707 | Time: 1436.81 ms
[2021-01-17 20:37:28 main:574] : INFO : Epoch 874 | loss: 0.0311577 | val_loss: 0.0311701 | Time: 1421.56 ms
[2021-01-17 20:37:30 main:574] : INFO : Epoch 875 | loss: 0.0311559 | val_loss: 0.0311714 | Time: 1444.85 ms
[2021-01-17 20:37:31 main:574] : INFO : Epoch 876 | loss: 0.0311567 | val_loss: 0.0311692 | Time: 1527.37 ms
[2021-01-17 20:37:33 main:574] : INFO : Epoch 877 | loss: 0.0311597 | val_loss: 0.0311708 | Time: 1417.45 ms
[2021-01-17 20:37:34 main:574] : INFO : Epoch 878 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 1432.44 ms
[2021-01-17 20:37:36 main:574] : INFO : Epoch 879 | loss: 0.0311574 | val_loss: 0.0311833 | Time: 1426.34 ms
[2021-01-17 20:37:37 main:574] : INFO : Epoch 880 | loss: 0.0311603 | val_loss: 0.0311761 | Time: 1416.54 ms
[2021-01-17 20:37:39 main:574] : INFO : Epoch 881 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 1466.26 ms
[2021-01-17 20:37:40 main:574] : INFO : Epoch 882 | loss: 0.0311577 | val_loss: 0.0311714 | Time: 1429.95 ms
[2021-01-17 20:37:41 main:574] : INFO : Epoch 883 | loss: 0.0311573 | val_loss: 0.0311715 | Time: 1426.9 ms
[2021-01-17 20:37:43 main:574] : INFO : Epoch 884 | loss: 0.031157 | val_loss: 0.0311693 | Time: 1432.63 ms
[2021-01-17 20:37:44 main:574] : INFO : Epoch 885 | loss: 0.031158 | val_loss: 0.0311692 | Time: 1421.69 ms
[2021-01-17 20:37:46 main:574] : INFO : Epoch 886 | loss: 0.0311575 | val_loss: 0.0311728 | Time: 1431.8 ms
[2021-01-17 20:37:47 main:574] : INFO : Epoch 887 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 1545.64 ms
[2021-01-17 20:37:49 main:574] : INFO : Epoch 888 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 1430.16 ms
[2021-01-17 20:37:50 main:574] : INFO : Epoch 889 | loss: 0.0311576 | val_loss: 0.0311761 | Time: 1436.07 ms
[2021-01-17 20:37:52 main:574] : INFO : Epoch 890 | loss: 0.0311571 | val_loss: 0.0311693 | Time: 1437.43 ms
[2021-01-17 20:37:53 main:574] : INFO : Epoch 891 | loss: 0.031156 | val_loss: 0.0311694 | Time: 1414.62 ms
[2021-01-17 20:37:55 main:574] : INFO : Epoch 892 | loss: 0.0311558 | val_loss: 0.0311678 | Time: 1454.6 ms
[2021-01-17 20:37:56 main:574] : INFO : Epoch 893 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 1433.35 ms
[2021-01-17 20:37:57 main:574] : INFO : Epoch 894 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1415.47 ms
[2021-01-17 20:37:59 main:574] : INFO : Epoch 895 | loss: 0.0311561 | val_loss: 0.0311684 | Time: 1443.79 ms
[2021-01-17 20:38:00 main:574] : INFO : Epoch 896 | loss: 0.0311559 | val_loss: 0.0311683 | Time: 1464.8 ms
[2021-01-17 20:38:02 main:574] : INFO : Epoch 897 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1459.66 ms
[2021-01-17 20:38:03 main:574] : INFO : Epoch 898 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 1532.72 ms
[2021-01-17 20:38:05 main:574] : INFO : Epoch 899 | loss: 0.0311565 | val_loss: 0.03117 | Time: 1483.34 ms
[2021-01-17 20:38:06 main:574] : INFO : Epoch 900 | loss: 0.0311564 | val_loss: 0.0311707 | Time: 1464.72 ms
[2021-01-17 20:38:08 main:574] : INFO : Epoch 901 | loss: 0.0311555 | val_loss: 0.0311749 | Time: 1477.93 ms
[2021-01-17 20:38:09 main:574] : INFO : Epoch 902 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 1468.82 ms
[2021-01-17 20:38:11 main:574] : INFO : Epoch 903 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 1629.3 ms
[2021-01-17 20:38:12 main:574] : INFO : Epoch 904 | loss: 0.0311554 | val_loss: 0.0311688 | Time: 1472.64 ms
[2021-01-17 20:38:14 main:574] : INFO : Epoch 905 | loss: 0.0311554 | val_loss: 0.031169 | Time: 1470.32 ms
[2021-01-17 20:38:15 main:574] : INFO : Epoch 906 | loss: 0.031155 | val_loss: 0.0311698 | Time: 1465.14 ms
[2021-01-17 20:38:17 main:574] : INFO : Epoch 907 | loss: 0.031155 | val_loss: 0.031169 | Time: 1460.89 ms
[2021-01-17 20:38:18 main:574] : INFO : Epoch 908 | loss: 0.0311544 | val_loss: 0.0311703 | Time: 1516.09 ms
[2021-01-17 20:38:20 main:574] : INFO : Epoch 909 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 1499.38 ms
[2021-01-17 20:38:21 main:574] : INFO : Epoch 910 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 1452.81 ms
[2021-01-17 20:38:23 main:574] : INFO : Epoch 911 | loss: 0.0311541 | val_loss: 0.0311711 | Time: 1440.35 ms
[2021-01-17 20:38:24 main:574] : INFO : Epoch 912 | loss: 0.0311536 | val_loss: 0.0311692 | Time: 1425.77 ms
[2021-01-17 20:38:26 main:574] : INFO : Epoch 913 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 1436.08 ms
[2021-01-17 20:38:27 main:574] : INFO : Epoch 914 | loss: 0.031154 | val_loss: 0.0311736 | Time: 1546.88 ms
[2021-01-17 20:38:29 main:574] : INFO : Epoch 915 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 1431.29 ms
[2021-01-17 20:38:30 main:574] : INFO : Epoch 916 | loss: 0.0311543 | val_loss: 0.0311696 | Time: 1441.16 ms
[2021-01-17 20:38:32 main:574] : INFO : Epoch 917 | loss: 0.0311537 | val_loss: 0.0311728 | Time: 1580.13 ms
[2021-01-17 20:38:33 main:574] : INFO : Epoch 918 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 1451.81 ms
[2021-01-17 20:38:35 main:574] : INFO : Epoch 919 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1539.42 ms
[2021-01-17 20:38:36 main:574] : INFO : Epoch 920 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 1513.89 ms
[2021-01-17 20:38:38 main:574] : INFO : Epoch 921 | loss: 0.0311552 | val_loss: 0.0311754 | Time: 1472.12 ms
[2021-01-17 20:38:40 main:574] : INFO : Epoch 922 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 1713.05 ms
[2021-01-17 20:38:41 main:574] : INFO : Epoch 923 | loss: 0.0311538 | val_loss: 0.0311714 | Time: 1471.23 ms
[2021-01-17 20:38:43 main:574] : INFO : Epoch 924 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 1604.67 ms
[2021-01-17 20:38:44 main:574] : INFO : Epoch 925 | loss: 0.0311545 | val_loss: 0.0311736 | Time: 1459.11 ms
[2021-01-17 20:38:46 main:574] : INFO : Epoch 926 | loss: 0.0311538 | val_loss: 0.0311699 | Time: 1477.47 ms
[2021-01-17 20:38:47 main:574] : INFO : Epoch 927 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 1465.68 ms
[2021-01-17 20:38:49 main:574] : INFO : Epoch 928 | loss: 0.0311591 | val_loss: 0.031173 | Time: 1454.44 ms
[2021-01-17 20:38:50 main:574] : INFO : Epoch 929 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 1486.66 ms
[2021-01-17 20:38:52 main:574] : INFO : Epoch 930 | loss: 0.0311568 | val_loss: 0.0311738 | Time: 1496.06 ms
[2021-01-17 20:38:53 main:574] : INFO : Epoch 931 | loss: 0.0311556 | val_loss: 0.031171 | Time: 1716.16 ms
[2021-01-17 20:38:55 main:574] : INFO : Epoch 932 | loss: 0.0311547 | val_loss: 0.0311748 | Time: 1462.1 ms
[2021-01-17 20:38:56 main:574] : INFO : Epoch 933 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 1457.76 ms
[2021-01-17 20:38:58 main:574] : INFO : Epoch 934 | loss: 0.0311565 | val_loss: 0.0311744 | Time: 1471.99 ms
[2021-01-17 20:38:59 main:574] : INFO : Epoch 935 | loss: 0.0311575 | val_loss: 0.0311774 | Time: 1596.62 ms
[2021-01-17 20:39:01 main:574] : INFO : Epoch 936 | loss: 0.0311582 | val_loss: 0.03117 | Time: 1535.47 ms
[2021-01-17 20:39:03 main:574] : INFO : Epoch 937 | loss: 0.0311568 | val_loss: 0.0311711 | Time: 1550.46 ms
[2021-01-17 20:39:04 main:574] : INFO : Epoch 938 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1581.73 ms
[2021-01-17 20:39:06 main:574] : INFO : Epoch 939 | loss: 0.0311565 | val_loss: 0.031172 | Time: 1679.52 ms
[2021-01-17 20:39:07 main:574] : INFO : Epoch 940 | loss: 0.0311563 | val_loss: 0.031171 | Time: 1588.05 ms
[2021-01-17 20:39:09 main:574] : INFO : Epoch 941 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 1445.18 ms
[2021-01-17 20:39:10 main:574] : INFO : Epoch 942 | loss: 0.0311559 | val_loss: 0.0311705 | Time: 1470.37 ms
[2021-01-17 20:39:12 main:574] : INFO : Epoch 943 | loss: 0.0311565 | val_loss: 0.031171 | Time: 1465.05 ms
[2021-01-17 20:39:13 main:574] : INFO : Epoch 944 | loss: 0.0311546 | val_loss: 0.0311702 | Time: 1434.9 ms
[2021-01-17 20:39:15 main:574] : INFO : Epoch 945 | loss: 0.0311555 | val_loss: 0.0311695 | Time: 1585.97 ms
[2021-01-17 20:39:16 main:574] : INFO : Epoch 946 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 1460.07 ms
[2021-01-17 20:39:18 main:574] : INFO : Epoch 947 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1437.62 ms
[2021-01-17 20:39:19 main:574] : INFO : Epoch 948 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 1471.9 ms
[2021-01-17 20:39:21 main:574] : INFO : Epoch 949 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 1462.05 ms
[2021-01-17 20:39:22 main:574] : INFO : Epoch 950 | loss: 0.0311569 | val_loss: 0.0311662 | Time: 1527.25 ms
[2021-01-17 20:39:24 main:574] : INFO : Epoch 951 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 1617.13 ms
[2021-01-17 20:39:25 main:574] : INFO : Epoch 952 | loss: 0.031156 | val_loss: 0.0311701 | Time: 1498.77 ms
[2021-01-17 20:39:27 main:574] : INFO : Epoch 953 | loss: 0.0311562 | val_loss: 0.0311666 | Time: 1459.51 ms
[2021-01-17 20:39:28 main:574] : INFO : Epoch 954 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 1461.8 ms
[2021-01-17 20:39:30 main:574] : INFO : Epoch 955 | loss: 0.0311565 | val_loss: 0.0311731 | Time: 1475.57 ms
[2021-01-17 20:39:31 main:574] : INFO : Epoch 956 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 1567.39 ms
[2021-01-17 20:39:33 main:574] : INFO : Epoch 957 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1477.7 ms
[2021-01-17 20:39:34 main:574] : INFO : Epoch 958 | loss: 0.0311538 | val_loss: 0.0311689 | Time: 1454.67 ms
[2021-01-17 20:39:36 main:574] : INFO : Epoch 959 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 1442.34 ms
[2021-01-17 20:39:37 main:574] : INFO : Epoch 960 | loss: 0.0311543 | val_loss: 0.0311714 | Time: 1440.9 ms
[2021-01-17 20:39:39 main:574] : INFO : Epoch 961 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 1541.04 ms
[2021-01-17 20:39:40 main:574] : INFO : Epoch 962 | loss: 0.0311536 | val_loss: 0.031175 | Time: 1444.15 ms
[2021-01-17 20:39:42 main:574] : INFO : Epoch 963 | loss: 0.0311552 | val_loss: 0.0311693 | Time: 1455.45 ms
[2021-01-17 20:39:43 main:574] : INFO : Epoch 964 | loss: 0.0311536 | val_loss: 0.0311713 | Time: 1455.65 ms
[2021-01-17 20:39:45 main:574] : INFO : Epoch 965 | loss: 0.031154 | val_loss: 0.0311678 | Time: 1454.59 ms
[2021-01-17 20:39:46 main:574] : INFO : Epoch 966 | loss: 0.0311543 | val_loss: 0.0311712 | Time: 1490.09 ms
[2021-01-17 20:39:48 main:574] : INFO : Epoch 967 | loss: 0.0311534 | val_loss: 0.031168 | Time: 1525.27 ms
[2021-01-17 20:39:49 main:574] : INFO : Epoch 968 | loss: 0.0311535 | val_loss: 0.0311742 | Time: 1452.88 ms
[2021-01-17 20:39:51 main:574] : INFO : Epoch 969 | loss: 0.0311536 | val_loss: 0.0311693 | Time: 1459.73 ms
[2021-01-17 20:39:52 main:574] : INFO : Epoch 970 | loss: 0.0311526 | val_loss: 0.031172 | Time: 1448.69 ms
[2021-01-17 20:39:54 main:574] : INFO : Epoch 971 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 1437.3 ms
[2021-01-17 20:39:55 main:574] : INFO : Epoch 972 | loss: 0.0311544 | val_loss: 0.0311703 | Time: 1539.24 ms
[2021-01-17 20:39:57 main:574] : INFO : Epoch 973 | loss: 0.0311542 | val_loss: 0.0311688 | Time: 1433.9 ms
[2021-01-17 20:39:58 main:574] : INFO : Epoch 974 | loss: 0.031155 | val_loss: 0.0311693 | Time: 1440.91 ms
[2021-01-17 20:39:59 main:574] : INFO : Epoch 975 | loss: 0.0311531 | val_loss: 0.0311713 | Time: 1458.85 ms
[2021-01-17 20:40:01 main:574] : INFO : Epoch 976 | loss: 0.0311532 | val_loss: 0.0311707 | Time: 1467.54 ms
[2021-01-17 20:40:02 main:574] : INFO : Epoch 977 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 1497.12 ms
[2021-01-17 20:40:04 main:574] : INFO : Epoch 978 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 1499.62 ms
[2021-01-17 20:40:05 main:574] : INFO : Epoch 979 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 1452.15 ms
[2021-01-17 20:40:07 main:574] : INFO : Epoch 980 | loss: 0.0311552 | val_loss: 0.0311717 | Time: 1443.08 ms
[2021-01-17 20:40:08 main:574] : INFO : Epoch 981 | loss: 0.0311565 | val_loss: 0.0311751 | Time: 1453.93 ms
[2021-01-17 20:40:10 main:574] : INFO : Epoch 982 | loss: 0.0311587 | val_loss: 0.0311725 | Time: 1457.76 ms
[2021-01-17 20:40:11 main:574] : INFO : Epoch 983 | loss: 0.0311567 | val_loss: 0.0311721 | Time: 1532.46 ms
[2021-01-17 20:40:13 main:574] : INFO : Epoch 984 | loss: 0.0311563 | val_loss: 0.0311724 | Time: 1443.4 ms
[2021-01-17 20:40:14 main:574] : INFO : Epoch 985 | loss: 0.0311537 | val_loss: 0.0311699 | Time: 1458.28 ms
[2021-01-17 20:40:16 main:574] : INFO : Epoch 986 | loss: 0.0311547 | val_loss: 0.0311684 | Time: 1438.37 ms
[2021-01-17 20:40:17 main:574] : INFO : Epoch 987 | loss: 0.031156 | val_loss: 0.0311685 | Time: 1463.31 ms
[2021-01-17 20:40:19 main:574] : INFO : Epoch 988 | loss: 0.0311536 | val_loss: 0.0311712 | Time: 1533.46 ms
[2021-01-17 20:40:20 main:574] : INFO : Epoch 989 | loss: 0.0311531 | val_loss: 0.0311683 | Time: 1484.21 ms
[2021-01-17 20:40:22 main:574] : INFO : Epoch 990 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 1485.77 ms
[2021-01-17 20:40:23 main:574] : INFO : Epoch 991 | loss: 0.0311519 | val_loss: 0.0311683 | Time: 1452.92 ms
[2021-01-17 20:40:25 main:574] : INFO : Epoch 992 | loss: 0.0311529 | val_loss: 0.0311745 | Time: 1456.15 ms
[2021-01-17 20:40:26 main:574] : INFO : Epoch 993 | loss: 0.0311545 | val_loss: 0.0311696 | Time: 1462.06 ms
[2021-01-17 20:40:28 main:574] : INFO : Epoch 994 | loss: 0.0311522 | val_loss: 0.0311696 | Time: 1541.48 ms
[2021-01-17 20:40:29 main:574] : INFO : Epoch 995 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 1478.12 ms
[2021-01-17 20:40:31 main:574] : INFO : Epoch 996 | loss: 0.0311537 | val_loss: 0.0311691 | Time: 1453.84 ms
[2021-01-17 20:40:32 main:574] : INFO : Epoch 997 | loss: 0.0311522 | val_loss: 0.0311702 | Time: 1471.7 ms
[2021-01-17 20:40:34 main:574] : INFO : Epoch 998 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 1447.06 ms
[2021-01-17 20:40:35 main:574] : INFO : Epoch 999 | loss: 0.0311545 | val_loss: 0.0311699 | Time: 1549.54 ms
[2021-01-17 20:40:37 main:574] : INFO : Epoch 1000 | loss: 0.031154 | val_loss: 0.0311683 | Time: 1461.1 ms
[2021-01-17 20:40:38 main:574] : INFO : Epoch 1001 | loss: 0.0311542 | val_loss: 0.0311729 | Time: 1448 ms
[2021-01-17 20:40:40 main:574] : INFO : Epoch 1002 | loss: 0.0311543 | val_loss: 0.0311715 | Time: 1449.65 ms
[2021-01-17 20:40:41 main:574] : INFO : Epoch 1003 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 1455.26 ms
[2021-01-17 20:40:42 main:574] : INFO : Epoch 1004 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 1483.26 ms
[2021-01-17 20:40:44 main:574] : INFO : Epoch 1005 | loss: 0.0311532 | val_loss: 0.031172 | Time: 1508.28 ms
[2021-01-17 20:40:45 main:574] : INFO : Epoch 1006 | loss: 0.0311534 | val_loss: 0.0311694 | Time: 1459.33 ms
[2021-01-17 20:40:47 main:574] : INFO : Epoch 1007 | loss: 0.0311527 | val_loss: 0.0311693 | Time: 1457.62 ms
[2021-01-17 20:40:48 main:574] : INFO : Epoch 1008 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 1473.69 ms
[2021-01-17 20:40:50 main:574] : INFO : Epoch 1009 | loss: 0.0311523 | val_loss: 0.0311732 | Time: 1463.02 ms
[2021-01-17 20:40:51 main:574] : INFO : Epoch 1010 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 1510.4 ms
[2021-01-17 20:40:53 main:574] : INFO : Epoch 1011 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 1461.64 ms
[2021-01-17 20:40:54 main:574] : INFO : Epoch 1012 | loss: 0.0311528 | val_loss: 0.031171 | Time: 1459.52 ms
[2021-01-17 20:40:56 main:574] : INFO : Epoch 1013 | loss: 0.0311544 | val_loss: 0.0311723 | Time: 1438.76 ms
[2021-01-17 20:40:57 main:574] : INFO : Epoch 1014 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 1457.45 ms
[2021-01-17 20:40:59 main:574] : INFO : Epoch 1015 | loss: 0.0311539 | val_loss: 0.0311722 | Time: 1555.44 ms
[2021-01-17 20:41:00 main:574] : INFO : Epoch 1016 | loss: 0.0311534 | val_loss: 0.0311708 | Time: 1443.32 ms
[2021-01-17 20:41:02 main:574] : INFO : Epoch 1017 | loss: 0.0311527 | val_loss: 0.0311703 | Time: 1466.8 ms
[2021-01-17 20:41:03 main:574] : INFO : Epoch 1018 | loss: 0.0311531 | val_loss: 0.0311724 | Time: 1570.36 ms
[2021-01-17 20:41:05 main:574] : INFO : Epoch 1019 | loss: 0.0311573 | val_loss: 0.0311737 | Time: 1612.83 ms
[2021-01-17 20:41:07 main:574] : INFO : Epoch 1020 | loss: 0.0311548 | val_loss: 0.0311722 | Time: 1620.3 ms
[2021-01-17 20:41:08 main:574] : INFO : Epoch 1021 | loss: 0.0311537 | val_loss: 0.0311699 | Time: 1492.28 ms
[2021-01-17 20:41:10 main:574] : INFO : Epoch 1022 | loss: 0.0311591 | val_loss: 0.0311922 | Time: 1471.68 ms
[2021-01-17 20:41:11 main:574] : INFO : Epoch 1023 | loss: 0.0315479 | val_loss: 0.0394222 | Time: 1461.43 ms
[2021-01-17 20:41:12 main:574] : INFO : Epoch 1024 | loss: 0.0345099 | val_loss: 0.0318614 | Time: 1465.07 ms
[2021-01-17 20:41:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0318614
[2021-01-17 20:41:13 main:603] : INFO : Saving end state to config to file
[2021-01-17 20:41:13 main:608] : INFO : Success, exiting..
20:41:13 (19644): 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)