Task 3362485
| Name | ParityMachine-1605454750-11537-8_0 |
| Workunit | 1622384 |
| Created | 20 Dec 2020, 1:50:41 UTC |
| Sent | 21 Dec 2020, 4:02:13 UTC |
| Report deadline | 28 Dec 2020, 4:02:13 UTC |
| Received | 21 Dec 2020, 16:17:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 29 sec |
| CPU time | 24 min 25 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> NFO : Epoch 510 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 1407.83 ms [2020-12-21 10:42:52 main:581] : INFO : Epoch 511 | loss: 0.0311566 | val_loss: 0.0311637 | Time: 1398.56 ms [2020-12-21 10:42:54 main:581] : INFO : Epoch 512 | loss: 0.0311571 | val_loss: 0.0311646 | Time: 1412.23 ms [2020-12-21 10:42:55 main:581] : INFO : Epoch 513 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 1411.53 ms [2020-12-21 10:42:57 main:581] : INFO : Epoch 514 | loss: 0.0311555 | val_loss: 0.0311648 | Time: 1431.09 ms [2020-12-21 10:42:58 main:581] : INFO : Epoch 515 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 1440.23 ms [2020-12-21 10:42:59 main:581] : INFO : Epoch 516 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1439.95 ms [2020-12-21 10:43:01 main:581] : INFO : Epoch 517 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 1430.71 ms [2020-12-21 10:43:02 main:581] : INFO : Epoch 518 | loss: 0.031157 | val_loss: 0.0311721 | Time: 1427.41 ms [2020-12-21 10:43:04 main:581] : INFO : Epoch 519 | loss: 0.0311569 | val_loss: 0.0311652 | Time: 1416.47 ms [2020-12-21 10:43:05 main:581] : INFO : Epoch 520 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 1408.5 ms [2020-12-21 10:43:06 main:581] : INFO : Epoch 521 | loss: 0.031155 | val_loss: 0.0311659 | Time: 1389.97 ms [2020-12-21 10:43:08 main:581] : INFO : Epoch 522 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 1391.62 ms [2020-12-21 10:43:09 main:581] : INFO : Epoch 523 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 1392.39 ms [2020-12-21 10:43:11 main:581] : INFO : Epoch 524 | loss: 0.0311554 | val_loss: 0.0311656 | Time: 1398.23 ms [2020-12-21 10:43:12 main:581] : INFO : Epoch 525 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 1434.76 ms [2020-12-21 10:43:14 main:581] : INFO : Epoch 526 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1433.76 ms [2020-12-21 10:43:15 main:581] : INFO : Epoch 527 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 1476 ms [2020-12-21 10:43:16 main:581] : INFO : Epoch 528 | loss: 0.0311579 | val_loss: 0.0311648 | Time: 1473.82 ms [2020-12-21 10:43:18 main:581] : INFO : Epoch 529 | loss: 0.031157 | val_loss: 0.0311686 | Time: 1443.13 ms [2020-12-21 10:43:19 main:581] : INFO : Epoch 530 | loss: 0.0311563 | val_loss: 0.0311652 | Time: 1489.83 ms [2020-12-21 10:43:21 main:581] : INFO : Epoch 531 | loss: 0.0311556 | val_loss: 0.0311655 | Time: 1465.05 ms [2020-12-21 10:43:22 main:581] : INFO : Epoch 532 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 1458.23 ms [2020-12-21 10:43:24 main:581] : INFO : Epoch 533 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 1458.38 ms [2020-12-21 10:43:25 main:581] : INFO : Epoch 534 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 1405.66 ms [2020-12-21 10:43:27 main:581] : INFO : Epoch 535 | loss: 0.031156 | val_loss: 0.0311645 | Time: 1424.23 ms [2020-12-21 10:43:28 main:581] : INFO : Epoch 536 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1404.81 ms [2020-12-21 10:43:29 main:581] : INFO : Epoch 537 | loss: 0.0311571 | val_loss: 0.0311637 | Time: 1413.6 ms [2020-12-21 10:43:31 main:581] : INFO : Epoch 538 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 1397.9 ms [2020-12-21 10:43:32 main:581] : INFO : Epoch 539 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 1421.1 ms [2020-12-21 10:43:34 main:581] : INFO : Epoch 540 | loss: 0.0311554 | val_loss: 0.0311642 | Time: 1409.46 ms [2020-12-21 10:43:35 main:581] : INFO : Epoch 541 | loss: 0.0311548 | val_loss: 0.031166 | Time: 1429.86 ms [2020-12-21 10:43:37 main:581] : INFO : Epoch 542 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 1421.86 ms [2020-12-21 10:43:38 main:581] : INFO : Epoch 543 | loss: 0.0311552 | val_loss: 0.0311677 | Time: 1417.31 ms [2020-12-21 10:43:39 main:581] : INFO : Epoch 544 | loss: 0.0311562 | val_loss: 0.0311664 | Time: 1408.43 ms [2020-12-21 10:43:41 main:581] : INFO : Epoch 545 | loss: 0.0311564 | val_loss: 0.0311664 | Time: 1403.55 ms [2020-12-21 10:43:42 main:581] : INFO : Epoch 546 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 1409.27 ms [2020-12-21 10:43:44 main:581] : INFO : Epoch 547 | loss: 0.0311553 | val_loss: 0.0311641 | Time: 1439.12 ms [2020-12-21 10:43:45 main:581] : INFO : Epoch 548 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 1419.78 ms [2020-12-21 10:43:46 main:581] : INFO : Epoch 549 | loss: 0.031156 | val_loss: 0.0311646 | Time: 1424.11 ms [2020-12-21 10:43:48 main:581] : INFO : Epoch 550 | loss: 0.031156 | val_loss: 0.0311645 | Time: 1426.59 ms [2020-12-21 10:43:49 main:581] : INFO : Epoch 551 | loss: 0.0311576 | val_loss: 0.0311631 | Time: 1425.35 ms [2020-12-21 10:43:51 main:581] : INFO : Epoch 552 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 1406.56 ms [2020-12-21 10:43:52 main:581] : INFO : Epoch 553 | loss: 0.0311552 | val_loss: 0.0311638 | Time: 1414.62 ms [2020-12-21 10:43:54 main:581] : INFO : Epoch 554 | loss: 0.0311561 | val_loss: 0.0311647 | Time: 1424.82 ms [2020-12-21 10:43:55 main:581] : INFO : Epoch 555 | loss: 0.0311556 | val_loss: 0.0311657 | Time: 1405.12 ms [2020-12-21 10:43:56 main:581] : INFO : Epoch 556 | loss: 0.0311555 | val_loss: 0.0311651 | Time: 1399.32 ms [2020-12-21 10:43:58 main:581] : INFO : Epoch 557 | loss: 0.0311545 | val_loss: 0.0311638 | Time: 1411.76 ms [2020-12-21 10:43:59 main:581] : INFO : Epoch 558 | loss: 0.0311546 | val_loss: 0.0311633 | Time: 1415.03 ms [2020-12-21 10:44:01 main:581] : INFO : Epoch 559 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 1400.38 ms [2020-12-21 10:44:02 main:581] : INFO : Epoch 560 | loss: 0.0311546 | val_loss: 0.0311648 | Time: 1431.4 ms [2020-12-21 10:44:03 main:581] : INFO : Epoch 561 | loss: 0.0311557 | val_loss: 0.0311629 | Time: 1420.02 ms [2020-12-21 10:44:05 main:581] : INFO : Epoch 562 | loss: 0.0311559 | val_loss: 0.0311637 | Time: 1422.32 ms [2020-12-21 10:44:06 main:581] : INFO : Epoch 563 | loss: 0.0311555 | val_loss: 0.0311636 | Time: 1405.84 ms [2020-12-21 10:44:08 main:581] : INFO : Epoch 564 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 1412.97 ms [2020-12-21 10:44:09 main:581] : INFO : Epoch 565 | loss: 0.0311538 | val_loss: 0.0311644 | Time: 1438.37 ms [2020-12-21 10:44:11 main:581] : INFO : Epoch 566 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 1430.9 ms [2020-12-21 10:44:12 main:581] : INFO : Epoch 567 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 1454.23 ms [2020-12-21 10:44:13 main:581] : INFO : Epoch 568 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 1443.61 ms [2020-12-21 10:44:15 main:581] : INFO : Epoch 569 | loss: 0.0311556 | val_loss: 0.031167 | Time: 1438.42 ms [2020-12-21 10:44:16 main:581] : INFO : Epoch 570 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 1427.95 ms [2020-12-21 10:44:18 main:581] : INFO : Epoch 571 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 1435.96 ms [2020-12-21 10:44:19 main:581] : INFO : Epoch 572 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 1439.3 ms [2020-12-21 10:44:21 main:581] : INFO : Epoch 573 | loss: 0.0311534 | val_loss: 0.031165 | Time: 1459.77 ms [2020-12-21 10:44:22 main:581] : INFO : Epoch 574 | loss: 0.0311541 | val_loss: 0.031165 | Time: 1429.77 ms [2020-12-21 10:44:24 main:581] : INFO : Epoch 575 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 1464.66 ms [2020-12-21 10:44:25 main:581] : INFO : Epoch 576 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 1429.73 ms [2020-12-21 10:44:26 main:581] : INFO : Epoch 577 | loss: 0.0311554 | val_loss: 0.0311648 | Time: 1436.68 ms [2020-12-21 10:44:28 main:581] : INFO : Epoch 578 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 1447.75 ms [2020-12-21 10:44:29 main:581] : INFO : Epoch 579 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 1467.58 ms [2020-12-21 10:44:31 main:581] : INFO : Epoch 580 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 1427.75 ms [2020-12-21 10:44:32 main:581] : INFO : Epoch 581 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 1445.71 ms [2020-12-21 10:44:34 main:581] : INFO : Epoch 582 | loss: 0.0311535 | val_loss: 0.0311652 | Time: 1455.4 ms [2020-12-21 10:44:35 main:581] : INFO : Epoch 583 | loss: 0.0311543 | val_loss: 0.0311668 | Time: 1445.17 ms [2020-12-21 10:44:37 main:581] : INFO : Epoch 584 | loss: 0.0311555 | val_loss: 0.0311649 | Time: 1445.15 ms [2020-12-21 10:44:38 main:581] : INFO : Epoch 585 | loss: 0.0311541 | val_loss: 0.0311658 | Time: 1429.7 ms [2020-12-21 10:44:39 main:581] : INFO : Epoch 586 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 1459.8 ms [2020-12-21 10:44:41 main:581] : INFO : Epoch 587 | loss: 0.0311536 | val_loss: 0.031165 | Time: 1446.32 ms [2020-12-21 10:44:42 main:581] : INFO : Epoch 588 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1447.72 ms [2020-12-21 10:44:44 main:581] : INFO : Epoch 589 | loss: 0.0311539 | val_loss: 0.0311648 | Time: 1465.53 ms [2020-12-21 10:44:45 main:581] : INFO : Epoch 590 | loss: 0.0311534 | val_loss: 0.0311641 | Time: 1426.97 ms [2020-12-21 10:44:47 main:581] : INFO : Epoch 591 | loss: 0.0311532 | val_loss: 0.0311636 | Time: 1446.83 ms [2020-12-21 10:44:48 main:581] : INFO : Epoch 592 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 1412.94 ms [2020-12-21 10:44:50 main:581] : INFO : Epoch 593 | loss: 0.031154 | val_loss: 0.0311657 | Time: 1443.87 ms [2020-12-21 10:44:51 main:581] : INFO : Epoch 594 | loss: 0.0311544 | val_loss: 0.0311645 | Time: 1427.82 ms [2020-12-21 10:44:52 main:581] : INFO : Epoch 595 | loss: 0.0311552 | val_loss: 0.031164 | Time: 1447.18 ms [2020-12-21 10:44:54 main:581] : INFO : Epoch 596 | loss: 0.0311564 | val_loss: 0.031166 | Time: 1420.49 ms [2020-12-21 10:44:55 main:581] : INFO : Epoch 597 | loss: 0.0311548 | val_loss: 0.0311639 | Time: 1447.48 ms [2020-12-21 10:44:57 main:581] : INFO : Epoch 598 | loss: 0.0311544 | val_loss: 0.0311652 | Time: 1437.24 ms [2020-12-21 10:44:58 main:581] : INFO : Epoch 599 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 1455.58 ms [2020-12-21 10:45:00 main:581] : INFO : Epoch 600 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 1458.15 ms [2020-12-21 10:45:01 main:581] : INFO : Epoch 601 | loss: 0.0311535 | val_loss: 0.0311649 | Time: 1480.52 ms [2020-12-21 10:45:03 main:581] : INFO : Epoch 602 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 1436.54 ms [2020-12-21 10:45:04 main:581] : INFO : Epoch 603 | loss: 0.031154 | val_loss: 0.031165 | Time: 1464.52 ms [2020-12-21 10:45:05 main:581] : INFO : Epoch 604 | loss: 0.0311632 | val_loss: 0.0311664 | Time: 1458.15 ms [2020-12-21 10:45:07 main:581] : INFO : Epoch 605 | loss: 0.0311631 | val_loss: 0.031165 | Time: 1442.1 ms [2020-12-21 10:45:08 main:581] : INFO : Epoch 606 | loss: 0.0311635 | val_loss: 0.0311706 | Time: 1431.73 ms [2020-12-21 10:45:10 main:581] : INFO : Epoch 607 | loss: 0.0311642 | val_loss: 0.0311671 | Time: 1477.96 ms [2020-12-21 10:45:11 main:581] : INFO : Epoch 608 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 1467.84 ms [2020-12-21 10:45:13 main:581] : INFO : Epoch 609 | loss: 0.0311674 | val_loss: 0.031174 | Time: 1448.47 ms [2020-12-21 10:45:14 main:581] : INFO : Epoch 610 | loss: 0.0311667 | val_loss: 0.0311672 | Time: 1451.09 ms [2020-12-21 10:45:16 main:581] : INFO : Epoch 611 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1443.66 ms [2020-12-21 10:45:17 main:581] : INFO : Epoch 612 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 1426.64 ms [2020-12-21 10:45:18 main:581] : INFO : Epoch 613 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 1454.37 ms [2020-12-21 10:45:20 main:581] : INFO : Epoch 614 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1434.65 ms [2020-12-21 10:45:21 main:581] : INFO : Epoch 615 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1455.43 ms [2020-12-21 10:45:23 main:581] : INFO : Epoch 616 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 1450.52 ms [2020-12-21 10:45:24 main:581] : INFO : Epoch 617 | loss: 0.0311685 | val_loss: 0.031172 | Time: 1438.78 ms [2020-12-21 10:45:26 main:581] : INFO : Epoch 618 | loss: 0.0311678 | val_loss: 0.0311722 | Time: 1419.18 ms [2020-12-21 10:45:27 main:581] : INFO : Epoch 619 | loss: 0.0311678 | val_loss: 0.031174 | Time: 1438.76 ms [2020-12-21 10:45:29 main:581] : INFO : Epoch 620 | loss: 0.0311683 | val_loss: 0.0311718 | Time: 1468.32 ms [2020-12-21 10:45:30 main:581] : INFO : Epoch 621 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 1465.62 ms [2020-12-21 10:45:31 main:581] : INFO : Epoch 622 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 1431.74 ms [2020-12-21 10:45:33 main:581] : INFO : Epoch 623 | loss: 0.031167 | val_loss: 0.0311712 | Time: 1426.13 ms [2020-12-21 10:45:34 main:581] : INFO : Epoch 624 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 1491.71 ms [2020-12-21 10:45:36 main:581] : INFO : Epoch 625 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 1511.89 ms [2020-12-21 10:45:37 main:581] : INFO : Epoch 626 | loss: 0.0311646 | val_loss: 0.0311676 | Time: 1448.48 ms [2020-12-21 10:45:39 main:581] : INFO : Epoch 627 | loss: 0.0311638 | val_loss: 0.0311693 | Time: 1437.53 ms [2020-12-21 10:45:40 main:581] : INFO : Epoch 628 | loss: 0.031165 | val_loss: 0.0311694 | Time: 1454.2 ms [2020-12-21 10:45:42 main:581] : INFO : Epoch 629 | loss: 0.031164 | val_loss: 0.0311693 | Time: 1435.67 ms [2020-12-21 10:45:43 main:581] : INFO : Epoch 630 | loss: 0.0311639 | val_loss: 0.0311688 | Time: 1466.62 ms [2020-12-21 10:45:45 main:581] : INFO : Epoch 631 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 1419.4 ms [2020-12-21 10:45:46 main:581] : INFO : Epoch 632 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 1445.56 ms [2020-12-21 10:45:47 main:581] : INFO : Epoch 633 | loss: 0.0311644 | val_loss: 0.0311697 | Time: 1425.93 ms [2020-12-21 10:45:49 main:581] : INFO : Epoch 634 | loss: 0.0311649 | val_loss: 0.0311747 | Time: 1433.71 ms [2020-12-21 10:45:50 main:581] : INFO : Epoch 635 | loss: 0.0311649 | val_loss: 0.0311751 | Time: 1423.91 ms [2020-12-21 10:45:52 main:581] : INFO : Epoch 636 | loss: 0.0311653 | val_loss: 0.031174 | Time: 1434.84 ms [2020-12-21 10:45:53 main:581] : INFO : Epoch 637 | loss: 0.0311632 | val_loss: 0.0311691 | Time: 1437.45 ms [2020-12-21 10:45:55 main:581] : INFO : Epoch 638 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 1432.96 ms [2020-12-21 10:45:56 main:581] : INFO : Epoch 639 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1431.34 ms [2020-12-21 10:45:57 main:581] : INFO : Epoch 640 | loss: 0.0311647 | val_loss: 0.031173 | Time: 1431.86 ms [2020-12-21 10:45:59 main:581] : INFO : Epoch 641 | loss: 0.0311656 | val_loss: 0.0311706 | Time: 1439.15 ms [2020-12-21 10:46:00 main:581] : INFO : Epoch 642 | loss: 0.0311647 | val_loss: 0.0311702 | Time: 1434.02 ms [2020-12-21 10:46:02 main:581] : INFO : Epoch 643 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 1447.43 ms [2020-12-21 10:46:03 main:581] : INFO : Epoch 644 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 1430.98 ms [2020-12-21 10:46:05 main:581] : INFO : Epoch 645 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1421.01 ms [2020-12-21 10:46:06 main:581] : INFO : Epoch 646 | loss: 0.0311636 | val_loss: 0.031168 | Time: 1445.07 ms [2020-12-21 10:46:08 main:581] : INFO : Epoch 647 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 1447.87 ms [2020-12-21 10:46:09 main:581] : INFO : Epoch 648 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 1440.86 ms [2020-12-21 10:46:10 main:581] : INFO : Epoch 649 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 1435.97 ms [2020-12-21 10:46:12 main:581] : INFO : Epoch 650 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 1444.98 ms [2020-12-21 10:46:13 main:581] : INFO : Epoch 651 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 1423.95 ms [2020-12-21 10:46:15 main:581] : INFO : Epoch 652 | loss: 0.0311623 | val_loss: 0.0311677 | Time: 1460.19 ms [2020-12-21 10:46:16 main:581] : INFO : Epoch 653 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 1462.01 ms [2020-12-21 10:46:18 main:581] : INFO : Epoch 654 | loss: 0.0311631 | val_loss: 0.0311646 | Time: 1417.71 ms [2020-12-21 10:46:19 main:581] : INFO : Epoch 655 | loss: 0.031163 | val_loss: 0.0311648 | Time: 1450.54 ms [2020-12-21 10:46:21 main:581] : INFO : Epoch 656 | loss: 0.0311632 | val_loss: 0.0311664 | Time: 1418.05 ms [2020-12-21 10:46:22 main:581] : INFO : Epoch 657 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 1409.76 ms [2020-12-21 10:46:23 main:581] : INFO : Epoch 658 | loss: 0.0311626 | val_loss: 0.0311662 | Time: 1402.09 ms [2020-12-21 10:46:25 main:581] : INFO : Epoch 659 | loss: 0.0311613 | val_loss: 0.0311668 | Time: 1396.77 ms [2020-12-21 10:46:26 main:581] : INFO : Epoch 660 | loss: 0.0311628 | val_loss: 0.0311677 | Time: 1389.04 ms [2020-12-21 10:46:28 main:581] : INFO : Epoch 661 | loss: 0.0311622 | val_loss: 0.0311651 | Time: 1414.91 ms [2020-12-21 10:46:29 main:581] : INFO : Epoch 662 | loss: 0.0311635 | val_loss: 0.0311666 | Time: 1391.42 ms [2020-12-21 10:46:30 main:581] : INFO : Epoch 663 | loss: 0.0311607 | val_loss: 0.0311656 | Time: 1402.64 ms [2020-12-21 10:46:32 main:581] : INFO : Epoch 664 | loss: 0.0311604 | val_loss: 0.0311661 | Time: 1394.36 ms [2020-12-21 10:46:33 main:581] : INFO : Epoch 665 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 1390.67 ms [2020-12-21 10:46:34 main:581] : INFO : Epoch 666 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 1391.19 ms [2020-12-21 10:46:36 main:581] : INFO : Epoch 667 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 1392.56 ms [2020-12-21 10:46:37 main:581] : INFO : Epoch 668 | loss: 0.0311612 | val_loss: 0.0311673 | Time: 1416.31 ms [2020-12-21 10:46:39 main:581] : INFO : Epoch 669 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 1389.2 ms [2020-12-21 10:46:40 main:581] : INFO : Epoch 670 | loss: 0.031162 | val_loss: 0.0311664 | Time: 1386.5 ms [2020-12-21 10:46:41 main:581] : INFO : Epoch 671 | loss: 0.0311621 | val_loss: 0.0311666 | Time: 1396.95 ms [2020-12-21 10:46:43 main:581] : INFO : Epoch 672 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 1390.7 ms [2020-12-21 10:46:44 main:581] : INFO : Epoch 673 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 1387.62 ms [2020-12-21 10:46:46 main:581] : INFO : Epoch 674 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1438.86 ms [2020-12-21 10:46:47 main:581] : INFO : Epoch 675 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 1417.53 ms [2020-12-21 10:46:49 main:581] : INFO : Epoch 676 | loss: 0.0311624 | val_loss: 0.0311662 | Time: 1446.92 ms [2020-12-21 10:46:50 main:581] : INFO : Epoch 677 | loss: 0.0311633 | val_loss: 0.0311664 | Time: 1438.25 ms [2020-12-21 10:46:51 main:581] : INFO : Epoch 678 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 1405.74 ms [2020-12-21 10:46:53 main:581] : INFO : Epoch 679 | loss: 0.0311612 | val_loss: 0.0311674 | Time: 1421.22 ms [2020-12-21 10:46:54 main:581] : INFO : Epoch 680 | loss: 0.0311632 | val_loss: 0.031171 | Time: 1432.03 ms [2020-12-21 10:46:56 main:581] : INFO : Epoch 681 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 1430.97 ms [2020-12-21 10:46:57 main:581] : INFO : Epoch 682 | loss: 0.0311635 | val_loss: 0.0311695 | Time: 1420.48 ms [2020-12-21 10:46:59 main:581] : INFO : Epoch 683 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 1405.27 ms [2020-12-21 10:47:00 main:581] : INFO : Epoch 684 | loss: 0.031163 | val_loss: 0.0311712 | Time: 1416.5 ms [2020-12-21 10:47:01 main:581] : INFO : Epoch 685 | loss: 0.0311637 | val_loss: 0.031172 | Time: 1426.69 ms [2020-12-21 10:47:03 main:581] : INFO : Epoch 686 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 1398.08 ms [2020-12-21 10:47:04 main:581] : INFO : Epoch 687 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1412.77 ms [2020-12-21 10:47:06 main:581] : INFO : Epoch 688 | loss: 0.0311608 | val_loss: 0.0311682 | Time: 1434.23 ms [2020-12-21 10:47:07 main:581] : INFO : Epoch 689 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 1440.79 ms [2020-12-21 10:47:08 main:581] : INFO : Epoch 690 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 1434.21 ms [2020-12-21 10:47:10 main:581] : INFO : Epoch 691 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 1421 ms [2020-12-21 10:47:11 main:581] : INFO : Epoch 692 | loss: 0.0311613 | val_loss: 0.031169 | Time: 1440.39 ms [2020-12-21 10:47:13 main:581] : INFO : Epoch 693 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 1416.94 ms [2020-12-21 10:47:14 main:581] : INFO : Epoch 694 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 1414.38 ms [2020-12-21 10:47:16 main:581] : INFO : Epoch 695 | loss: 0.031163 | val_loss: 0.0311684 | Time: 1424.71 ms [2020-12-21 10:47:17 main:581] : INFO : Epoch 696 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 1426.53 ms [2020-12-21 10:47:18 main:581] : INFO : Epoch 697 | loss: 0.0311639 | val_loss: 0.0311746 | Time: 1416.54 ms [2020-12-21 10:47:20 main:581] : INFO : Epoch 698 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 1411.11 ms [2020-12-21 10:47:21 main:581] : INFO : Epoch 699 | loss: 0.0311617 | val_loss: 0.0311683 | Time: 1411.84 ms [2020-12-21 10:47:23 main:581] : INFO : Epoch 700 | loss: 0.0311615 | val_loss: 0.0311712 | Time: 1415.53 ms [2020-12-21 10:47:24 main:581] : INFO : Epoch 701 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 1400.69 ms [2020-12-21 10:47:26 main:581] : INFO : Epoch 702 | loss: 0.0311619 | val_loss: 0.0311673 | Time: 1435.12 ms [2020-12-21 10:47:27 main:581] : INFO : Epoch 703 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 1414.35 ms [2020-12-21 10:47:28 main:581] : INFO : Epoch 704 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 1411.64 ms [2020-12-21 10:47:30 main:581] : INFO : Epoch 705 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 1426.69 ms [2020-12-21 10:47:31 main:581] : INFO : Epoch 706 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 1438.76 ms [2020-12-21 10:47:33 main:581] : INFO : Epoch 707 | loss: 0.0311638 | val_loss: 0.0311675 | Time: 1419.52 ms [2020-12-21 10:47:34 main:581] : INFO : Epoch 708 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 1412.5 ms [2020-12-21 10:47:35 main:581] : INFO : Epoch 709 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 1437.76 ms [2020-12-21 10:47:37 main:581] : INFO : Epoch 710 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1426.84 ms [2020-12-21 10:47:38 main:581] : INFO : Epoch 711 | loss: 0.0311637 | val_loss: 0.0311714 | Time: 1424.68 ms [2020-12-21 10:47:40 main:581] : INFO : Epoch 712 | loss: 0.031165 | val_loss: 0.0311725 | Time: 1433.41 ms [2020-12-21 10:47:41 main:581] : INFO : Epoch 713 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 1413.14 ms [2020-12-21 10:47:43 main:581] : INFO : Epoch 714 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 1406.78 ms [2020-12-21 10:47:44 main:581] : INFO : Epoch 715 | loss: 0.0311635 | val_loss: 0.0311698 | Time: 1427.79 ms [2020-12-21 10:47:45 main:581] : INFO : Epoch 716 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 1407.71 ms [2020-12-21 10:47:47 main:581] : INFO : Epoch 717 | loss: 0.0311637 | val_loss: 0.0311676 | Time: 1402.81 ms [2020-12-21 10:47:48 main:581] : INFO : Epoch 718 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 1416.36 ms [2020-12-21 10:47:50 main:581] : INFO : Epoch 719 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 1418.58 ms [2020-12-21 10:47:51 main:581] : INFO : Epoch 720 | loss: 0.0311641 | val_loss: 0.0311678 | Time: 1416.1 ms [2020-12-21 10:47:52 main:581] : INFO : Epoch 721 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1418.03 ms [2020-12-21 10:47:54 main:581] : INFO : Epoch 722 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 1414.95 ms [2020-12-21 10:47:55 main:581] : INFO : Epoch 723 | loss: 0.0311631 | val_loss: 0.031169 | Time: 1431.01 ms [2020-12-21 10:47:57 main:581] : INFO : Epoch 724 | loss: 0.0311629 | val_loss: 0.0311696 | Time: 1444.18 ms [2020-12-21 10:47:58 main:581] : INFO : Epoch 725 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 1454.35 ms [2020-12-21 10:48:00 main:581] : INFO : Epoch 726 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 1448.78 ms [2020-12-21 10:48:01 main:581] : INFO : Epoch 727 | loss: 0.0311625 | val_loss: 0.0311688 | Time: 1436.17 ms [2020-12-21 10:48:03 main:581] : INFO : Epoch 728 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 1442.15 ms [2020-12-21 10:48:04 main:581] : INFO : Epoch 729 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 1432.57 ms [2020-12-21 10:48:05 main:581] : INFO : Epoch 730 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 1457.94 ms [2020-12-21 10:48:07 main:581] : INFO : Epoch 731 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1459.49 ms [2020-12-21 10:48:08 main:581] : INFO : Epoch 732 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1431.62 ms [2020-12-21 10:48:10 main:581] : INFO : Epoch 733 | loss: 0.0311606 | val_loss: 0.03117 | Time: 1427.86 ms [2020-12-21 10:48:11 main:581] : INFO : Epoch 734 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 1414.37 ms [2020-12-21 10:48:13 main:581] : INFO : Epoch 735 | loss: 0.0311602 | val_loss: 0.0311701 | Time: 1451.12 ms [2020-12-21 10:48:14 main:581] : INFO : Epoch 736 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 1414.49 ms [2020-12-21 10:48:15 main:581] : INFO : Epoch 737 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 1425.59 ms [2020-12-21 10:48:17 main:581] : INFO : Epoch 738 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 1435.11 ms [2020-12-21 10:48:18 main:581] : INFO : Epoch 739 | loss: 0.0311605 | val_loss: 0.0311678 | Time: 1453.11 ms [2020-12-21 10:48:20 main:581] : INFO : Epoch 740 | loss: 0.0311596 | val_loss: 0.0311689 | Time: 1420.43 ms [2020-12-21 10:48:21 main:581] : INFO : Epoch 741 | loss: 0.031159 | val_loss: 0.0311681 | Time: 1434.76 ms [2020-12-21 10:48:23 main:581] : INFO : Epoch 742 | loss: 0.0311602 | val_loss: 0.0311774 | Time: 1424.62 ms [2020-12-21 10:48:24 main:581] : INFO : Epoch 743 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 1439.49 ms [2020-12-21 10:48:26 main:581] : INFO : Epoch 744 | loss: 0.0311585 | val_loss: 0.0311683 | Time: 1439.92 ms [2020-12-21 10:48:27 main:581] : INFO : Epoch 745 | loss: 0.0311598 | val_loss: 0.0311669 | Time: 1447.44 ms [2020-12-21 10:48:28 main:581] : INFO : Epoch 746 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1450.08 ms [2020-12-21 10:48:30 main:581] : INFO : Epoch 747 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 1460.99 ms [2020-12-21 10:48:31 main:581] : INFO : Epoch 748 | loss: 0.0311614 | val_loss: 0.0311678 | Time: 1424.29 ms [2020-12-21 10:48:33 main:581] : INFO : Epoch 749 | loss: 0.0311628 | val_loss: 0.0311716 | Time: 1431.29 ms [2020-12-21 10:48:34 main:581] : INFO : Epoch 750 | loss: 0.0311633 | val_loss: 0.0311697 | Time: 1430.12 ms [2020-12-21 10:48:36 main:581] : INFO : Epoch 751 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 1474.6 ms [2020-12-21 10:48:37 main:581] : INFO : Epoch 752 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 1465.16 ms [2020-12-21 10:48:39 main:581] : INFO : Epoch 753 | loss: 0.0311629 | val_loss: 0.0311661 | Time: 1447.63 ms [2020-12-21 10:48:40 main:581] : INFO : Epoch 754 | loss: 0.0311647 | val_loss: 0.031168 | Time: 1429.29 ms [2020-12-21 10:48:41 main:581] : INFO : Epoch 755 | loss: 0.0311641 | val_loss: 0.031167 | Time: 1447.62 ms [2020-12-21 10:48:43 main:581] : INFO : Epoch 756 | loss: 0.0311624 | val_loss: 0.0311677 | Time: 1431.45 ms [2020-12-21 10:48:44 main:581] : INFO : Epoch 757 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 1419.65 ms [2020-12-21 10:48:46 main:581] : INFO : Epoch 758 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 1447 ms [2020-12-21 10:48:47 main:581] : INFO : Epoch 759 | loss: 0.0311634 | val_loss: 0.0311666 | Time: 1437.6 ms [2020-12-21 10:48:49 main:581] : INFO : Epoch 760 | loss: 0.0311641 | val_loss: 0.0311658 | Time: 1429.05 ms [2020-12-21 10:48:50 main:581] : INFO : Epoch 761 | loss: 0.031164 | val_loss: 0.0311688 | Time: 1442.69 ms [2020-12-21 10:48:52 main:581] : INFO : Epoch 762 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1462.15 ms [2020-12-21 10:48:53 main:581] : INFO : Epoch 763 | loss: 0.0311627 | val_loss: 0.031166 | Time: 1434.29 ms [2020-12-21 10:48:54 main:581] : INFO : Epoch 764 | loss: 0.0311624 | val_loss: 0.0311665 | Time: 1408.98 ms [2020-12-21 10:48:56 main:581] : INFO : Epoch 765 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 1447.64 ms [2020-12-21 10:48:57 main:581] : INFO : Epoch 766 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 1455.68 ms [2020-12-21 10:48:59 main:581] : INFO : Epoch 767 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 1399.94 ms [2020-12-21 10:49:00 main:581] : INFO : Epoch 768 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 1419.61 ms [2020-12-21 10:49:01 main:581] : INFO : Epoch 769 | loss: 0.0311654 | val_loss: 0.0311683 | Time: 1419.69 ms [2020-12-21 10:49:03 main:581] : INFO : Epoch 770 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 1409.27 ms [2020-12-21 10:49:04 main:581] : INFO : Epoch 771 | loss: 0.0311675 | val_loss: 0.0311696 | Time: 1408.28 ms [2020-12-21 10:49:06 main:581] : INFO : Epoch 772 | loss: 0.0311662 | val_loss: 0.0311697 | Time: 1416.67 ms [2020-12-21 10:49:07 main:581] : INFO : Epoch 773 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 1424.31 ms [2020-12-21 10:49:09 main:581] : INFO : Epoch 774 | loss: 0.0311645 | val_loss: 0.0311672 | Time: 1399 ms [2020-12-21 10:49:10 main:581] : INFO : Epoch 775 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1414.24 ms [2020-12-21 10:49:11 main:581] : INFO : Epoch 776 | loss: 0.0311637 | val_loss: 0.0311683 | Time: 1409.02 ms [2020-12-21 10:49:13 main:581] : INFO : Epoch 777 | loss: 0.0311638 | val_loss: 0.031173 | Time: 1421.37 ms [2020-12-21 10:49:14 main:581] : INFO : Epoch 778 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 1416.96 ms [2020-12-21 10:49:16 main:581] : INFO : Epoch 779 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 1409.85 ms [2020-12-21 10:49:17 main:581] : INFO : Epoch 780 | loss: 0.031166 | val_loss: 0.031169 | Time: 1441.11 ms [2020-12-21 10:49:18 main:581] : INFO : Epoch 781 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1421.13 ms [2020-12-21 10:49:20 main:581] : INFO : Epoch 782 | loss: 0.0311661 | val_loss: 0.0311689 | Time: 1407.38 ms [2020-12-21 10:49:21 main:581] : INFO : Epoch 783 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1415.19 ms [2020-12-21 10:49:23 main:581] : INFO : Epoch 784 | loss: 0.031165 | val_loss: 0.0311691 | Time: 1410.72 ms [2020-12-21 10:49:24 main:581] : INFO : Epoch 785 | loss: 0.0311684 | val_loss: 0.0311689 | Time: 1410.31 ms [2020-12-21 10:49:26 main:581] : INFO : Epoch 786 | loss: 0.0311677 | val_loss: 0.0311713 | Time: 1411.09 ms [2020-12-21 10:49:27 main:581] : INFO : Epoch 787 | loss: 0.0311652 | val_loss: 0.0311697 | Time: 1424.69 ms [2020-12-21 10:49:28 main:581] : INFO : Epoch 788 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 1449.47 ms [2020-12-21 10:49:30 main:581] : INFO : Epoch 789 | loss: 0.0311639 | val_loss: 0.0311696 | Time: 1436.38 ms [2020-12-21 10:49:31 main:581] : INFO : Epoch 790 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 1412.01 ms [2020-12-21 10:49:33 main:581] : INFO : Epoch 791 | loss: 0.0311678 | val_loss: 0.0311687 | Time: 1413.59 ms [2020-12-21 10:49:34 main:581] : INFO : Epoch 792 | loss: 0.0311638 | val_loss: 0.0311686 | Time: 1426.84 ms [2020-12-21 10:49:36 main:581] : INFO : Epoch 793 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 1430.82 ms [2020-12-21 10:49:37 main:581] : INFO : Epoch 794 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 1421.51 ms [2020-12-21 10:49:38 main:581] : INFO : Epoch 795 | loss: 0.0311634 | val_loss: 0.0311677 | Time: 1436.59 ms [2020-12-21 10:49:40 main:581] : INFO : Epoch 796 | loss: 0.0311661 | val_loss: 0.0311755 | Time: 1415.87 ms [2020-12-21 10:49:41 main:581] : INFO : Epoch 797 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 1426.03 ms [2020-12-21 10:49:43 main:581] : INFO : Epoch 798 | loss: 0.0311644 | val_loss: 0.0311679 | Time: 1427.43 ms [2020-12-21 10:49:44 main:581] : INFO : Epoch 799 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 1428.44 ms [2020-12-21 10:49:46 main:581] : INFO : Epoch 800 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 1429.25 ms [2020-12-21 10:49:47 main:581] : INFO : Epoch 801 | loss: 0.0311633 | val_loss: 0.0311667 | Time: 1427.39 ms [2020-12-21 10:49:48 main:581] : INFO : Epoch 802 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 1432.94 ms [2020-12-21 10:49:50 main:581] : INFO : Epoch 803 | loss: 0.0311652 | val_loss: 0.0311721 | Time: 1422.32 ms [2020-12-21 10:49:51 main:581] : INFO : Epoch 804 | loss: 0.0311641 | val_loss: 0.0311725 | Time: 1438.36 ms [2020-12-21 10:49:53 main:581] : INFO : Epoch 805 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 1442.07 ms [2020-12-21 10:49:54 main:581] : INFO : Epoch 806 | loss: 0.0311649 | val_loss: 0.0311684 | Time: 1415.19 ms [2020-12-21 10:49:56 main:581] : INFO : Epoch 807 | loss: 0.0311631 | val_loss: 0.0311672 | Time: 1423.41 ms [2020-12-21 10:49:57 main:581] : INFO : Epoch 808 | loss: 0.0311618 | val_loss: 0.0311671 | Time: 1400.14 ms [2020-12-21 10:49:58 main:581] : INFO : Epoch 809 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1420.44 ms [2020-12-21 10:50:00 main:581] : INFO : Epoch 810 | loss: 0.0311642 | val_loss: 0.031167 | Time: 1413.04 ms [2020-12-21 10:50:01 main:581] : INFO : Epoch 811 | loss: 0.0311634 | val_loss: 0.0311653 | Time: 1403.38 ms [2020-12-21 10:50:03 main:581] : INFO : Epoch 812 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 1423.25 ms [2020-12-21 10:50:04 main:581] : INFO : Epoch 813 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 1422.21 ms [2020-12-21 10:50:05 main:581] : INFO : Epoch 814 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1439.32 ms [2020-12-21 10:50:07 main:581] : INFO : Epoch 815 | loss: 0.031162 | val_loss: 0.031173 | Time: 1426.12 ms [2020-12-21 10:50:08 main:581] : INFO : Epoch 816 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 1393.12 ms [2020-12-21 10:50:10 main:581] : INFO : Epoch 817 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 1403.79 ms [2020-12-21 10:50:11 main:581] : INFO : Epoch 818 | loss: 0.0311654 | val_loss: 0.0311677 | Time: 1448.66 ms [2020-12-21 10:50:13 main:581] : INFO : Epoch 819 | loss: 0.0311657 | val_loss: 0.0311741 | Time: 1439.17 ms [2020-12-21 10:50:14 main:581] : INFO : Epoch 820 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 1479.07 ms [2020-12-21 10:50:16 main:581] : INFO : Epoch 821 | loss: 0.0311647 | val_loss: 0.0311666 | Time: 1470.16 ms [2020-12-21 10:50:17 main:581] : INFO : Epoch 822 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 1536.46 ms [2020-12-21 10:50:19 main:581] : INFO : Epoch 823 | loss: 0.031165 | val_loss: 0.031167 | Time: 1465.86 ms [2020-12-21 10:50:20 main:581] : INFO : Epoch 824 | loss: 0.0311632 | val_loss: 0.0311665 | Time: 1460.14 ms [2020-12-21 10:50:21 main:581] : INFO : Epoch 825 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 1470.66 ms [2020-12-21 10:50:23 main:581] : INFO : Epoch 826 | loss: 0.0311616 | val_loss: 0.0311681 | Time: 1470.78 ms [2020-12-21 10:50:24 main:581] : INFO : Epoch 827 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1452.28 ms [2020-12-21 10:50:26 main:581] : INFO : Epoch 828 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 1457.03 ms [2020-12-21 10:50:27 main:581] : INFO : Epoch 829 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 1473.5 ms [2020-12-21 10:50:29 main:581] : INFO : Epoch 830 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 1434.89 ms [2020-12-21 10:50:30 main:581] : INFO : Epoch 831 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 1447.67 ms [2020-12-21 10:50:32 main:581] : INFO : Epoch 832 | loss: 0.0311624 | val_loss: 0.0311705 | Time: 1453.2 ms [2020-12-21 10:50:33 main:581] : INFO : Epoch 833 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1469.18 ms [2020-12-21 10:50:35 main:581] : INFO : Epoch 834 | loss: 0.0311627 | val_loss: 0.031167 | Time: 1474.07 ms [2020-12-21 10:50:36 main:581] : INFO : Epoch 835 | loss: 0.0311617 | val_loss: 0.0311676 | Time: 1449.74 ms [2020-12-21 10:50:37 main:581] : INFO : Epoch 836 | loss: 0.0311611 | val_loss: 0.0311671 | Time: 1478.17 ms [2020-12-21 10:50:39 main:581] : INFO : Epoch 837 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 1473.68 ms [2020-12-21 10:50:40 main:581] : INFO : Epoch 838 | loss: 0.031162 | val_loss: 0.0311681 | Time: 1468.66 ms [2020-12-21 10:50:42 main:581] : INFO : Epoch 839 | loss: 0.0311647 | val_loss: 0.0311692 | Time: 1459.15 ms [2020-12-21 10:50:43 main:581] : INFO : Epoch 840 | loss: 0.0311662 | val_loss: 0.031171 | Time: 1464.48 ms [2020-12-21 10:50:45 main:581] : INFO : Epoch 841 | loss: 0.0311658 | val_loss: 0.03117 | Time: 1444.74 ms [2020-12-21 10:50:46 main:581] : INFO : Epoch 842 | loss: 0.031165 | val_loss: 0.0311682 | Time: 1449.9 ms [2020-12-21 10:50:48 main:581] : INFO : Epoch 843 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 1456.91 ms [2020-12-21 10:50:49 main:581] : INFO : Epoch 844 | loss: 0.0311659 | val_loss: 0.0311784 | Time: 1465.98 ms [2020-12-21 10:50:51 main:581] : INFO : Epoch 845 | loss: 0.0311677 | val_loss: 0.0311669 | Time: 1452.18 ms [2020-12-21 10:50:52 main:581] : INFO : Epoch 846 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 1448.81 ms [2020-12-21 10:50:54 main:581] : INFO : Epoch 847 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 1451.63 ms [2020-12-21 10:50:55 main:581] : INFO : Epoch 848 | loss: 0.031162 | val_loss: 0.0311696 | Time: 1416.49 ms [2020-12-21 10:50:56 main:581] : INFO : Epoch 849 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 1435.56 ms [2020-12-21 10:50:58 main:581] : INFO : Epoch 850 | loss: 0.0311619 | val_loss: 0.0311687 | Time: 1454.05 ms [2020-12-21 10:50:59 main:581] : INFO : Epoch 851 | loss: 0.0311631 | val_loss: 0.0311667 | Time: 1457.92 ms [2020-12-21 10:51:01 main:581] : INFO : Epoch 852 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 1470.68 ms [2020-12-21 10:51:02 main:581] : INFO : Epoch 853 | loss: 0.031163 | val_loss: 0.0311656 | Time: 1453.96 ms [2020-12-21 10:51:04 main:581] : INFO : Epoch 854 | loss: 0.0311625 | val_loss: 0.0311665 | Time: 1462.98 ms [2020-12-21 10:51:05 main:581] : INFO : Epoch 855 | loss: 0.0311617 | val_loss: 0.0311659 | Time: 1470.91 ms [2020-12-21 10:51:07 main:581] : INFO : Epoch 856 | loss: 0.0311611 | val_loss: 0.031166 | Time: 1441.32 ms [2020-12-21 10:51:08 main:581] : INFO : Epoch 857 | loss: 0.0311628 | val_loss: 0.0311667 | Time: 1455.99 ms [2020-12-21 10:51:10 main:581] : INFO : Epoch 858 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 1468.13 ms [2020-12-21 10:51:11 main:581] : INFO : Epoch 859 | loss: 0.031164 | val_loss: 0.0311698 | Time: 1484.81 ms [2020-12-21 10:51:13 main:581] : INFO : Epoch 860 | loss: 0.0311645 | val_loss: 0.0311662 | Time: 1491.29 ms [2020-12-21 10:51:14 main:581] : INFO : Epoch 861 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 1479.84 ms [2020-12-21 10:51:15 main:581] : INFO : Epoch 862 | loss: 0.0311586 | val_loss: 0.031165 | Time: 1460.71 ms [2020-12-21 10:51:17 main:581] : INFO : Epoch 863 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 1486.75 ms [2020-12-21 10:51:18 main:581] : INFO : Epoch 864 | loss: 0.0311584 | val_loss: 0.031165 | Time: 1481.85 ms [2020-12-21 10:51:20 main:581] : INFO : Epoch 865 | loss: 0.0311579 | val_loss: 0.0311646 | Time: 1481.26 ms [2020-12-21 10:51:21 main:581] : INFO : Epoch 866 | loss: 0.0311584 | val_loss: 0.031166 | Time: 1472.83 ms [2020-12-21 10:51:23 main:581] : INFO : Epoch 867 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1501.54 ms [2020-12-21 10:51:24 main:581] : INFO : Epoch 868 | loss: 0.0311602 | val_loss: 0.0311669 | Time: 1493.11 ms [2020-12-21 10:51:26 main:581] : INFO : Epoch 869 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1482.83 ms [2020-12-21 10:51:27 main:581] : INFO : Epoch 870 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 1479.43 ms [2020-12-21 10:51:29 main:581] : INFO : Epoch 871 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 1467.49 ms [2020-12-21 10:51:30 main:581] : INFO : Epoch 872 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 1476.57 ms [2020-12-21 10:51:32 main:581] : INFO : Epoch 873 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 1478.63 ms [2020-12-21 10:51:33 main:581] : INFO : Epoch 874 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 1454.64 ms [2020-12-21 10:51:35 main:581] : INFO : Epoch 875 | loss: 0.0311616 | val_loss: 0.0311654 | Time: 1451.49 ms [2020-12-21 10:51:36 main:581] : INFO : Epoch 876 | loss: 0.0311608 | val_loss: 0.031168 | Time: 1506.31 ms [2020-12-21 10:51:38 main:581] : INFO : Epoch 877 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1442.11 ms [2020-12-21 10:51:39 main:581] : INFO : Epoch 878 | loss: 0.0311578 | val_loss: 0.0311674 | Time: 1437.7 ms [2020-12-21 10:51:40 main:581] : INFO : Epoch 879 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 1415.62 ms [2020-12-21 10:51:42 main:581] : INFO : Epoch 880 | loss: 0.0311579 | val_loss: 0.0311661 | Time: 1414.23 ms [2020-12-21 10:51:43 main:581] : INFO : Epoch 881 | loss: 0.0311579 | val_loss: 0.031169 | Time: 1428.94 ms [2020-12-21 10:51:45 main:581] : INFO : Epoch 882 | loss: 0.031161 | val_loss: 0.0311673 | Time: 1423.07 ms [2020-12-21 10:51:46 main:581] : INFO : Epoch 883 | loss: 0.0311645 | val_loss: 0.0311698 | Time: 1438.77 ms [2020-12-21 10:51:48 main:581] : INFO : Epoch 884 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1417.15 ms [2020-12-21 10:51:49 main:581] : INFO : Epoch 885 | loss: 0.031159 | val_loss: 0.031168 | Time: 1425.67 ms [2020-12-21 10:51:50 main:581] : INFO : Epoch 886 | loss: 0.0311579 | val_loss: 0.0311656 | Time: 1411.63 ms [2020-12-21 10:51:52 main:581] : INFO : Epoch 887 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 1420.68 ms [2020-12-21 10:51:53 main:581] : INFO : Epoch 888 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 1400.22 ms [2020-12-21 10:51:55 main:581] : INFO : Epoch 889 | loss: 0.0311572 | val_loss: 0.031166 | Time: 1421.46 ms [2020-12-21 10:51:56 main:581] : INFO : Epoch 890 | loss: 0.0311564 | val_loss: 0.0311656 | Time: 1414.53 ms [2020-12-21 10:51:58 main:581] : INFO : Epoch 891 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 1427.01 ms [2020-12-21 10:51:59 main:581] : INFO : Epoch 892 | loss: 0.0311576 | val_loss: 0.0311661 | Time: 1413.36 ms [2020-12-21 10:52:00 main:581] : INFO : Epoch 893 | loss: 0.0311573 | val_loss: 0.0311673 | Time: 1418.6 ms [2020-12-21 10:52:02 main:581] : INFO : Epoch 894 | loss: 0.0311581 | val_loss: 0.0311736 | Time: 1428.61 ms [2020-12-21 10:52:03 main:581] : INFO : Epoch 895 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 1432.38 ms [2020-12-21 10:52:05 main:581] : INFO : Epoch 896 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 1432.44 ms [2020-12-21 10:52:06 main:581] : INFO : Epoch 897 | loss: 0.0311607 | val_loss: 0.0311674 | Time: 1420.64 ms [2020-12-21 10:52:07 main:581] : INFO : Epoch 898 | loss: 0.0311583 | val_loss: 0.0311663 | Time: 1404.38 ms [2020-12-21 10:52:09 main:581] : INFO : Epoch 899 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 1470.71 ms [2020-12-21 10:52:10 main:581] : INFO : Epoch 900 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 1514.24 ms [2020-12-21 10:52:12 main:581] : INFO : Epoch 901 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 1406.81 ms [2020-12-21 10:52:13 main:581] : INFO : Epoch 902 | loss: 0.0311602 | val_loss: 0.0311644 | Time: 1422.87 ms [2020-12-21 10:52:15 main:581] : INFO : Epoch 903 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 1421.02 ms [2020-12-21 10:52:16 main:581] : INFO : Epoch 904 | loss: 0.0311601 | val_loss: 0.0311682 | Time: 1387.26 ms [2020-12-21 10:52:17 main:581] : INFO : Epoch 905 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 1417.74 ms [2020-12-21 10:52:19 main:581] : INFO : Epoch 906 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 1416.71 ms [2020-12-21 10:52:20 main:581] : INFO : Epoch 907 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 1451.52 ms [2020-12-21 10:52:22 main:581] : INFO : Epoch 908 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 1472.84 ms [2020-12-21 10:52:23 main:581] : INFO : Epoch 909 | loss: 0.0311579 | val_loss: 0.0311698 | Time: 1476.83 ms [2020-12-21 10:52:25 main:581] : INFO : Epoch 910 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 1452.81 ms [2020-12-21 10:52:26 main:581] : INFO : Epoch 911 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1458.93 ms [2020-12-21 10:52:28 main:581] : INFO : Epoch 912 | loss: 0.0311592 | val_loss: 0.0311652 | Time: 1433.19 ms [2020-12-21 10:52:29 main:581] : INFO : Epoch 913 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 1442.81 ms [2020-12-21 10:52:31 main:581] : INFO : Epoch 914 | loss: 0.0311577 | val_loss: 0.031171 | Time: 1444.27 ms [2020-12-21 10:52:32 main:581] : INFO : Epoch 915 | loss: 0.03116 | val_loss: 0.0311659 | Time: 1448.27 ms [2020-12-21 10:52:33 main:581] : INFO : Epoch 916 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 1440.69 ms [2020-12-21 10:52:35 main:581] : INFO : Epoch 917 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 1429.02 ms [2020-12-21 10:52:36 main:581] : INFO : Epoch 918 | loss: 0.0311579 | val_loss: 0.0311647 | Time: 1430.01 ms [2020-12-21 10:52:38 main:581] : INFO : Epoch 919 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1441.38 ms [2020-12-21 10:52:39 main:581] : INFO : Epoch 920 | loss: 0.031158 | val_loss: 0.0311642 | Time: 1451.26 ms [2020-12-21 10:52:41 main:581] : INFO : Epoch 921 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 1424.99 ms [2020-12-21 10:52:42 main:581] : INFO : Epoch 922 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 1462.72 ms [2020-12-21 10:52:44 main:581] : INFO : Epoch 923 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1426.39 ms [2020-12-21 10:52:45 main:581] : INFO : Epoch 924 | loss: 0.0311601 | val_loss: 0.0311641 | Time: 1439.34 ms [2020-12-21 10:52:46 main:581] : INFO : Epoch 925 | loss: 0.0311597 | val_loss: 0.0311657 | Time: 1425.28 ms [2020-12-21 10:52:48 main:581] : INFO : Epoch 926 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 1426.59 ms [2020-12-21 10:52:49 main:581] : INFO : Epoch 927 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 1441.28 ms [2020-12-21 10:52:51 main:581] : INFO : Epoch 928 | loss: 0.0311648 | val_loss: 0.0311646 | Time: 1442 ms [2020-12-21 10:52:52 main:581] : INFO : Epoch 929 | loss: 0.0311597 | val_loss: 0.0311678 | Time: 1441.19 ms [2020-12-21 10:52:54 main:581] : INFO : Epoch 930 | loss: 0.03116 | val_loss: 0.0311674 | Time: 1432.36 ms [2020-12-21 10:52:55 main:581] : INFO : Epoch 931 | loss: 0.0311612 | val_loss: 0.0311691 | Time: 1420.4 ms [2020-12-21 10:52:56 main:581] : INFO : Epoch 932 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1443.76 ms [2020-12-21 10:52:58 main:581] : INFO : Epoch 933 | loss: 0.0311627 | val_loss: 0.0311662 | Time: 1423.57 ms [2020-12-21 10:52:59 main:581] : INFO : Epoch 934 | loss: 0.0311624 | val_loss: 0.0311663 | Time: 1450.5 ms [2020-12-21 10:53:01 main:581] : INFO : Epoch 935 | loss: 0.0311638 | val_loss: 0.0311667 | Time: 1436.72 ms [2020-12-21 10:53:02 main:581] : INFO : Epoch 936 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 1450.23 ms [2020-12-21 10:53:04 main:581] : INFO : Epoch 937 | loss: 0.0311642 | val_loss: 0.0311657 | Time: 1425.69 ms [2020-12-21 10:53:05 main:581] : INFO : Epoch 938 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 1413.55 ms [2020-12-21 10:53:06 main:581] : INFO : Epoch 939 | loss: 0.0311633 | val_loss: 0.0311658 | Time: 1424.92 ms [2020-12-21 10:53:08 main:581] : INFO : Epoch 940 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 1401.06 ms [2020-12-21 10:53:09 main:581] : INFO : Epoch 941 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 1432.94 ms [2020-12-21 10:53:11 main:581] : INFO : Epoch 942 | loss: 0.0311643 | val_loss: 0.0311656 | Time: 1400.97 ms [2020-12-21 10:53:12 main:581] : INFO : Epoch 943 | loss: 0.0311635 | val_loss: 0.0311683 | Time: 1417.25 ms [2020-12-21 10:53:14 main:581] : INFO : Epoch 944 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 1422.66 ms [2020-12-21 10:53:15 main:581] : INFO : Epoch 945 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 1426.4 ms [2020-12-21 10:53:16 main:581] : INFO : Epoch 946 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 1402.17 ms [2020-12-21 10:53:18 main:581] : INFO : Epoch 947 | loss: 0.031164 | val_loss: 0.0311692 | Time: 1395.88 ms [2020-12-21 10:53:19 main:581] : INFO : Epoch 948 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 1416.89 ms [2020-12-21 10:53:21 main:581] : INFO : Epoch 949 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 1424.93 ms [2020-12-21 10:53:22 main:581] : INFO : Epoch 950 | loss: 0.0311631 | val_loss: 0.0311672 | Time: 1413.51 ms [2020-12-21 10:53:23 main:581] : INFO : Epoch 951 | loss: 0.0311625 | val_loss: 0.0311678 | Time: 1417.75 ms [2020-12-21 10:53:25 main:581] : INFO : Epoch 952 | loss: 0.0311616 | val_loss: 0.0311674 | Time: 1415.25 ms [2020-12-21 10:53:26 main:581] : INFO : Epoch 953 | loss: 0.0311619 | val_loss: 0.0311677 | Time: 1419.3 ms [2020-12-21 10:53:28 main:581] : INFO : Epoch 954 | loss: 0.0311614 | val_loss: 0.031166 | Time: 1399.01 ms [2020-12-21 10:53:29 main:581] : INFO : Epoch 955 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 1413.4 ms [2020-12-21 10:53:30 main:581] : INFO : Epoch 956 | loss: 0.0311617 | val_loss: 0.0311725 | Time: 1418.07 ms [2020-12-21 10:53:32 main:581] : INFO : Epoch 957 | loss: 0.031161 | val_loss: 0.0311662 | Time: 1419.28 ms [2020-12-21 10:53:33 main:581] : INFO : Epoch 958 | loss: 0.0311616 | val_loss: 0.0311662 | Time: 1419.14 ms [2020-12-21 10:53:35 main:581] : INFO : Epoch 959 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 1409.92 ms [2020-12-21 10:53:36 main:581] : INFO : Epoch 960 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 1419.64 ms [2020-12-21 10:53:38 main:581] : INFO : Epoch 961 | loss: 0.0311611 | val_loss: 0.0311653 | Time: 1413.33 ms [2020-12-21 10:53:39 main:581] : INFO : Epoch 962 | loss: 0.0311608 | val_loss: 0.031166 | Time: 1429.28 ms [2020-12-21 10:53:40 main:581] : INFO : Epoch 963 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 1417.23 ms [2020-12-21 10:53:42 main:581] : INFO : Epoch 964 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 1431.53 ms [2020-12-21 10:53:43 main:581] : INFO : Epoch 965 | loss: 0.0311631 | val_loss: 0.0311674 | Time: 1417.83 ms [2020-12-21 10:53:45 main:581] : INFO : Epoch 966 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 1418 ms [2020-12-21 10:53:46 main:581] : INFO : Epoch 967 | loss: 0.0311625 | val_loss: 0.0311725 | Time: 1420.12 ms [2020-12-21 10:53:48 main:581] : INFO : Epoch 968 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 1409.76 ms [2020-12-21 10:53:49 main:581] : INFO : Epoch 969 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 1415.04 ms [2020-12-21 10:53:50 main:581] : INFO : Epoch 970 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 1454.1 ms [2020-12-21 10:53:52 main:581] : INFO : Epoch 971 | loss: 0.031165 | val_loss: 0.0311719 | Time: 1417.45 ms [2020-12-21 10:53:53 main:581] : INFO : Epoch 972 | loss: 0.0311645 | val_loss: 0.0311669 | Time: 1412.43 ms [2020-12-21 10:53:55 main:581] : INFO : Epoch 973 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 1407.01 ms [2020-12-21 10:53:56 main:581] : INFO : Epoch 974 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 1406.99 ms [2020-12-21 10:53:57 main:581] : INFO : Epoch 975 | loss: 0.031163 | val_loss: 0.0311666 | Time: 1410.23 ms [2020-12-21 10:53:59 main:581] : INFO : Epoch 976 | loss: 0.0311619 | val_loss: 0.0311655 | Time: 1399.53 ms [2020-12-21 10:54:00 main:581] : INFO : Epoch 977 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 1416.89 ms [2020-12-21 10:54:02 main:581] : INFO : Epoch 978 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 1401.12 ms [2020-12-21 10:54:03 main:581] : INFO : Epoch 979 | loss: 0.0311604 | val_loss: 0.0311668 | Time: 1416.56 ms [2020-12-21 10:54:04 main:581] : INFO : Epoch 980 | loss: 0.0311633 | val_loss: 0.0311686 | Time: 1395.45 ms [2020-12-21 10:54:06 main:581] : INFO : Epoch 981 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1410.28 ms [2020-12-21 10:54:07 main:581] : INFO : Epoch 982 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 1425.49 ms [2020-12-21 10:54:09 main:581] : INFO : Epoch 983 | loss: 0.0311626 | val_loss: 0.0311727 | Time: 1432.11 ms [2020-12-21 10:54:10 main:581] : INFO : Epoch 984 | loss: 0.0311636 | val_loss: 0.0311665 | Time: 1423.7 ms [2020-12-21 10:54:12 main:581] : INFO : Epoch 985 | loss: 0.0311616 | val_loss: 0.031166 | Time: 1415.82 ms [2020-12-21 10:54:13 main:581] : INFO : Epoch 986 | loss: 0.0311636 | val_loss: 0.031169 | Time: 1424.76 ms [2020-12-21 10:54:14 main:581] : INFO : Epoch 987 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 1422.49 ms [2020-12-21 10:54:16 main:581] : INFO : Epoch 988 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 1402.79 ms [2020-12-21 10:54:17 main:581] : INFO : Epoch 989 | loss: 0.031162 | val_loss: 0.0311713 | Time: 1416.67 ms [2020-12-21 10:54:19 main:581] : INFO : Epoch 990 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 1418.66 ms [2020-12-21 10:54:20 main:581] : INFO : Epoch 991 | loss: 0.0311599 | val_loss: 0.0311667 | Time: 1403.54 ms [2020-12-21 10:54:21 main:581] : INFO : Epoch 992 | loss: 0.0311591 | val_loss: 0.0311659 | Time: 1416.95 ms [2020-12-21 10:54:23 main:581] : INFO : Epoch 993 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 1468.98 ms [2020-12-21 10:54:24 main:581] : INFO : Epoch 994 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 1433.11 ms [2020-12-21 10:54:26 main:581] : INFO : Epoch 995 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 1435.94 ms [2020-12-21 10:54:27 main:581] : INFO : Epoch 996 | loss: 0.0311589 | val_loss: 0.0311659 | Time: 1437.98 ms [2020-12-21 10:54:29 main:581] : INFO : Epoch 997 | loss: 0.031159 | val_loss: 0.0311668 | Time: 1440.83 ms [2020-12-21 10:54:30 main:581] : INFO : Epoch 998 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 1463.2 ms [2020-12-21 10:54:32 main:581] : INFO : Epoch 999 | loss: 0.0311624 | val_loss: 0.0311655 | Time: 1429.48 ms [2020-12-21 10:54:33 main:581] : INFO : Epoch 1000 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 1424.87 ms [2020-12-21 10:54:34 main:581] : INFO : Epoch 1001 | loss: 0.0311613 | val_loss: 0.0311642 | Time: 1428.75 ms [2020-12-21 10:54:36 main:581] : INFO : Epoch 1002 | loss: 0.0311583 | val_loss: 0.0311655 | Time: 1441.28 ms [2020-12-21 10:54:37 main:581] : INFO : Epoch 1003 | loss: 0.0311582 | val_loss: 0.0311648 | Time: 1441.8 ms [2020-12-21 10:54:39 main:581] : INFO : Epoch 1004 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 1433.21 ms [2020-12-21 10:54:40 main:581] : INFO : Epoch 1005 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 1432.86 ms [2020-12-21 10:54:42 main:581] : INFO : Epoch 1006 | loss: 0.0311606 | val_loss: 0.0311653 | Time: 1416.26 ms [2020-12-21 10:54:43 main:581] : INFO : Epoch 1007 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 1436.03 ms [2020-12-21 10:54:44 main:581] : INFO : Epoch 1008 | loss: 0.031159 | val_loss: 0.0311652 | Time: 1439.67 ms [2020-12-21 10:54:46 main:581] : INFO : Epoch 1009 | loss: 0.0311594 | val_loss: 0.03117 | Time: 1448.17 ms [2020-12-21 10:54:47 main:581] : INFO : Epoch 1010 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1440.46 ms [2020-12-21 10:54:49 main:581] : INFO : Epoch 1011 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1421.01 ms [2020-12-21 10:54:50 main:581] : INFO : Epoch 1012 | loss: 0.0311581 | val_loss: 0.0311652 | Time: 1465.66 ms [2020-12-21 10:54:52 main:581] : INFO : Epoch 1013 | loss: 0.0311573 | val_loss: 0.0311672 | Time: 1438.41 ms [2020-12-21 10:54:53 main:581] : INFO : Epoch 1014 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 1456.4 ms [2020-12-21 10:54:55 main:581] : INFO : Epoch 1015 | loss: 0.0311578 | val_loss: 0.0311648 | Time: 1420.26 ms [2020-12-21 10:54:56 main:581] : INFO : Epoch 1016 | loss: 0.0311572 | val_loss: 0.0311647 | Time: 1432.4 ms [2020-12-21 10:54:57 main:581] : INFO : Epoch 1017 | loss: 0.0311572 | val_loss: 0.031166 | Time: 1410.77 ms [2020-12-21 10:54:59 main:581] : INFO : Epoch 1018 | loss: 0.031159 | val_loss: 0.0311679 | Time: 1415.3 ms [2020-12-21 10:55:00 main:581] : INFO : Epoch 1019 | loss: 0.0311582 | val_loss: 0.031167 | Time: 1421.3 ms [2020-12-21 10:55:02 main:581] : INFO : Epoch 1020 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 1419.54 ms [2020-12-21 10:55:03 main:581] : INFO : Epoch 1021 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 1437.88 ms [2020-12-21 10:55:05 main:581] : INFO : Epoch 1022 | loss: 0.0311584 | val_loss: 0.0311663 | Time: 1437.38 ms [2020-12-21 10:55:06 main:581] : INFO : Epoch 1023 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 1446.61 ms [2020-12-21 10:55:07 main:581] : INFO : Epoch 1024 | loss: 0.0311575 | val_loss: 0.0311674 | Time: 1422.64 ms [2020-12-21 10:55:07 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311674 [2020-12-21 10:55:07 main:610] : INFO : Saving end state to config to file [2020-12-21 10:55:07 main:615] : INFO : Success, exiting.. 10:55:07 (1737511): 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)