Task 3320140
| Name | ParityModified-1605151416-9547-8_0 |
| Workunit | 1586650 |
| Created | 17 Dec 2020, 10:10:41 UTC |
| Sent | 20 Dec 2020, 22:35:30 UTC |
| Report deadline | 27 Dec 2020, 22:35:30 UTC |
| Received | 21 Dec 2020, 11:37:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 52 sec |
| CPU time | 24 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,566.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 510 | loss: 0.0310944 | val_loss: 0.0311526 | Time: 1458.63 ms
[2020-12-21 05:24:13 main:581] : INFO : Epoch 511 | loss: 0.0310894 | val_loss: 0.0311538 | Time: 1453.88 ms
[2020-12-21 05:24:14 main:581] : INFO : Epoch 512 | loss: 0.0310841 | val_loss: 0.0311518 | Time: 1461.16 ms
[2020-12-21 05:24:16 main:581] : INFO : Epoch 513 | loss: 0.0310831 | val_loss: 0.0311427 | Time: 1444.63 ms
[2020-12-21 05:24:17 main:581] : INFO : Epoch 514 | loss: 0.031083 | val_loss: 0.031153 | Time: 1476.23 ms
[2020-12-21 05:24:19 main:581] : INFO : Epoch 515 | loss: 0.0310785 | val_loss: 0.0311597 | Time: 1468.66 ms
[2020-12-21 05:24:20 main:581] : INFO : Epoch 516 | loss: 0.0310789 | val_loss: 0.0311583 | Time: 1461.38 ms
[2020-12-21 05:24:22 main:581] : INFO : Epoch 517 | loss: 0.0310862 | val_loss: 0.0311594 | Time: 1452.72 ms
[2020-12-21 05:24:23 main:581] : INFO : Epoch 518 | loss: 0.0310958 | val_loss: 0.031149 | Time: 1464.46 ms
[2020-12-21 05:24:25 main:581] : INFO : Epoch 519 | loss: 0.0310999 | val_loss: 0.031152 | Time: 1461.48 ms
[2020-12-21 05:24:26 main:581] : INFO : Epoch 520 | loss: 0.0310947 | val_loss: 0.0311522 | Time: 1476.78 ms
[2020-12-21 05:24:28 main:581] : INFO : Epoch 521 | loss: 0.0310916 | val_loss: 0.031147 | Time: 1454.87 ms
[2020-12-21 05:24:29 main:581] : INFO : Epoch 522 | loss: 0.031086 | val_loss: 0.0311533 | Time: 1449.9 ms
[2020-12-21 05:24:30 main:581] : INFO : Epoch 523 | loss: 0.0310844 | val_loss: 0.0311517 | Time: 1457.02 ms
[2020-12-21 05:24:32 main:581] : INFO : Epoch 524 | loss: 0.0310822 | val_loss: 0.0311623 | Time: 1479.48 ms
[2020-12-21 05:24:33 main:581] : INFO : Epoch 525 | loss: 0.0310777 | val_loss: 0.031158 | Time: 1435.92 ms
[2020-12-21 05:24:35 main:581] : INFO : Epoch 526 | loss: 0.0310759 | val_loss: 0.0311556 | Time: 1468.77 ms
[2020-12-21 05:24:36 main:581] : INFO : Epoch 527 | loss: 0.0310765 | val_loss: 0.0311552 | Time: 1486.56 ms
[2020-12-21 05:24:38 main:581] : INFO : Epoch 528 | loss: 0.0310784 | val_loss: 0.031151 | Time: 1484.86 ms
[2020-12-21 05:24:39 main:581] : INFO : Epoch 529 | loss: 0.0310765 | val_loss: 0.0311682 | Time: 1469.74 ms
[2020-12-21 05:24:41 main:581] : INFO : Epoch 530 | loss: 0.0310754 | val_loss: 0.0311555 | Time: 1457.02 ms
[2020-12-21 05:24:42 main:581] : INFO : Epoch 531 | loss: 0.0310867 | val_loss: 0.0311593 | Time: 1532.15 ms
[2020-12-21 05:24:44 main:581] : INFO : Epoch 532 | loss: 0.0310857 | val_loss: 0.0311602 | Time: 1481.05 ms
[2020-12-21 05:24:45 main:581] : INFO : Epoch 533 | loss: 0.0310862 | val_loss: 0.0311542 | Time: 1495.61 ms
[2020-12-21 05:24:47 main:581] : INFO : Epoch 534 | loss: 0.0310786 | val_loss: 0.031159 | Time: 1448.49 ms
[2020-12-21 05:24:48 main:581] : INFO : Epoch 535 | loss: 0.0310744 | val_loss: 0.0311543 | Time: 1453.88 ms
[2020-12-21 05:24:50 main:581] : INFO : Epoch 536 | loss: 0.0310723 | val_loss: 0.0311601 | Time: 1436.5 ms
[2020-12-21 05:24:51 main:581] : INFO : Epoch 537 | loss: 0.0310711 | val_loss: 0.0311599 | Time: 1452.14 ms
[2020-12-21 05:24:53 main:581] : INFO : Epoch 538 | loss: 0.0310722 | val_loss: 0.0311553 | Time: 1482.7 ms
[2020-12-21 05:24:54 main:581] : INFO : Epoch 539 | loss: 0.0310743 | val_loss: 0.0311592 | Time: 1489.82 ms
[2020-12-21 05:24:55 main:581] : INFO : Epoch 540 | loss: 0.0310708 | val_loss: 0.0311612 | Time: 1460.4 ms
[2020-12-21 05:24:57 main:581] : INFO : Epoch 541 | loss: 0.0310703 | val_loss: 0.0311564 | Time: 1464.89 ms
[2020-12-21 05:24:58 main:581] : INFO : Epoch 542 | loss: 0.0310708 | val_loss: 0.031158 | Time: 1437.78 ms
[2020-12-21 05:25:00 main:581] : INFO : Epoch 543 | loss: 0.0310743 | val_loss: 0.0311623 | Time: 1441.95 ms
[2020-12-21 05:25:01 main:581] : INFO : Epoch 544 | loss: 0.0310692 | val_loss: 0.0311565 | Time: 1456.37 ms
[2020-12-21 05:25:03 main:581] : INFO : Epoch 545 | loss: 0.0310814 | val_loss: 0.0311478 | Time: 1426.46 ms
[2020-12-21 05:25:04 main:581] : INFO : Epoch 546 | loss: 0.0310844 | val_loss: 0.0311519 | Time: 1463.95 ms
[2020-12-21 05:25:06 main:581] : INFO : Epoch 547 | loss: 0.0310878 | val_loss: 0.031148 | Time: 1454.31 ms
[2020-12-21 05:25:07 main:581] : INFO : Epoch 548 | loss: 0.0310905 | val_loss: 0.0311555 | Time: 1451.49 ms
[2020-12-21 05:25:09 main:581] : INFO : Epoch 549 | loss: 0.031086 | val_loss: 0.0311661 | Time: 1455.05 ms
[2020-12-21 05:25:10 main:581] : INFO : Epoch 550 | loss: 0.0310801 | val_loss: 0.0311532 | Time: 1441.8 ms
[2020-12-21 05:25:11 main:581] : INFO : Epoch 551 | loss: 0.031077 | val_loss: 0.0311671 | Time: 1444.05 ms
[2020-12-21 05:25:13 main:581] : INFO : Epoch 552 | loss: 0.0310775 | val_loss: 0.0311594 | Time: 1418.85 ms
[2020-12-21 05:25:14 main:581] : INFO : Epoch 553 | loss: 0.0310766 | val_loss: 0.0311453 | Time: 1422.16 ms
[2020-12-21 05:25:16 main:581] : INFO : Epoch 554 | loss: 0.0310785 | val_loss: 0.0311529 | Time: 1445.22 ms
[2020-12-21 05:25:17 main:581] : INFO : Epoch 555 | loss: 0.031079 | val_loss: 0.0311554 | Time: 1434.9 ms
[2020-12-21 05:25:19 main:581] : INFO : Epoch 556 | loss: 0.0310776 | val_loss: 0.0311493 | Time: 1490.52 ms
[2020-12-21 05:25:20 main:581] : INFO : Epoch 557 | loss: 0.0310804 | val_loss: 0.0311509 | Time: 1467.81 ms
[2020-12-21 05:25:22 main:581] : INFO : Epoch 558 | loss: 0.0310803 | val_loss: 0.0311482 | Time: 1423.14 ms
[2020-12-21 05:25:23 main:581] : INFO : Epoch 559 | loss: 0.0310763 | val_loss: 0.0311509 | Time: 1447.68 ms
[2020-12-21 05:25:24 main:581] : INFO : Epoch 560 | loss: 0.0310718 | val_loss: 0.0311571 | Time: 1457.12 ms
[2020-12-21 05:25:26 main:581] : INFO : Epoch 561 | loss: 0.0310686 | val_loss: 0.0311534 | Time: 1465.23 ms
[2020-12-21 05:25:27 main:581] : INFO : Epoch 562 | loss: 0.031069 | val_loss: 0.0311588 | Time: 1477.79 ms
[2020-12-21 05:25:29 main:581] : INFO : Epoch 563 | loss: 0.031075 | val_loss: 0.0311565 | Time: 1472.07 ms
[2020-12-21 05:25:30 main:581] : INFO : Epoch 564 | loss: 0.0310853 | val_loss: 0.0311494 | Time: 1450.99 ms
[2020-12-21 05:25:32 main:581] : INFO : Epoch 565 | loss: 0.0310788 | val_loss: 0.0311463 | Time: 1436.68 ms
[2020-12-21 05:25:33 main:581] : INFO : Epoch 566 | loss: 0.0310761 | val_loss: 0.0311657 | Time: 1467.43 ms
[2020-12-21 05:25:35 main:581] : INFO : Epoch 567 | loss: 0.0310763 | val_loss: 0.0311507 | Time: 1487.81 ms
[2020-12-21 05:25:36 main:581] : INFO : Epoch 568 | loss: 0.0310728 | val_loss: 0.0311572 | Time: 1509.14 ms
[2020-12-21 05:25:38 main:581] : INFO : Epoch 569 | loss: 0.0310719 | val_loss: 0.031151 | Time: 1432.13 ms
[2020-12-21 05:25:39 main:581] : INFO : Epoch 570 | loss: 0.0310731 | val_loss: 0.0311601 | Time: 1434.87 ms
[2020-12-21 05:25:40 main:581] : INFO : Epoch 571 | loss: 0.0310735 | val_loss: 0.0311628 | Time: 1403.95 ms
[2020-12-21 05:25:42 main:581] : INFO : Epoch 572 | loss: 0.0310684 | val_loss: 0.03116 | Time: 1448.11 ms
[2020-12-21 05:25:43 main:581] : INFO : Epoch 573 | loss: 0.0310676 | val_loss: 0.0311594 | Time: 1458.26 ms
[2020-12-21 05:25:45 main:581] : INFO : Epoch 574 | loss: 0.0310653 | val_loss: 0.0311563 | Time: 1471.56 ms
[2020-12-21 05:25:46 main:581] : INFO : Epoch 575 | loss: 0.0310649 | val_loss: 0.031155 | Time: 1452.72 ms
[2020-12-21 05:25:48 main:581] : INFO : Epoch 576 | loss: 0.0310619 | val_loss: 0.0311657 | Time: 1432.02 ms
[2020-12-21 05:25:49 main:581] : INFO : Epoch 577 | loss: 0.0310634 | val_loss: 0.0311644 | Time: 1430.23 ms
[2020-12-21 05:25:51 main:581] : INFO : Epoch 578 | loss: 0.031058 | val_loss: 0.0311718 | Time: 1450.23 ms
[2020-12-21 05:25:52 main:581] : INFO : Epoch 579 | loss: 0.0310631 | val_loss: 0.0311626 | Time: 1484.39 ms
[2020-12-21 05:25:54 main:581] : INFO : Epoch 580 | loss: 0.0310618 | val_loss: 0.0311636 | Time: 1456.85 ms
[2020-12-21 05:25:55 main:581] : INFO : Epoch 581 | loss: 0.0310611 | val_loss: 0.0311612 | Time: 1457.38 ms
[2020-12-21 05:25:56 main:581] : INFO : Epoch 582 | loss: 0.0310594 | val_loss: 0.0311587 | Time: 1472.16 ms
[2020-12-21 05:25:58 main:581] : INFO : Epoch 583 | loss: 0.0310591 | val_loss: 0.031152 | Time: 1500.87 ms
[2020-12-21 05:25:59 main:581] : INFO : Epoch 584 | loss: 0.0310622 | val_loss: 0.0311577 | Time: 1443.63 ms
[2020-12-21 05:26:01 main:581] : INFO : Epoch 585 | loss: 0.0310631 | val_loss: 0.0311557 | Time: 1432.14 ms
[2020-12-21 05:26:02 main:581] : INFO : Epoch 586 | loss: 0.0310652 | val_loss: 0.0311475 | Time: 1477.5 ms
[2020-12-21 05:26:04 main:581] : INFO : Epoch 587 | loss: 0.031065 | val_loss: 0.0311686 | Time: 1485.24 ms
[2020-12-21 05:26:05 main:581] : INFO : Epoch 588 | loss: 0.03106 | val_loss: 0.0311674 | Time: 1406.49 ms
[2020-12-21 05:26:07 main:581] : INFO : Epoch 589 | loss: 0.0310611 | val_loss: 0.0311648 | Time: 1410.56 ms
[2020-12-21 05:26:08 main:581] : INFO : Epoch 590 | loss: 0.0310809 | val_loss: 0.0311592 | Time: 1444.18 ms
[2020-12-21 05:26:10 main:581] : INFO : Epoch 591 | loss: 0.0310783 | val_loss: 0.0311637 | Time: 1433.2 ms
[2020-12-21 05:26:11 main:581] : INFO : Epoch 592 | loss: 0.0310748 | val_loss: 0.0311546 | Time: 1394.28 ms
[2020-12-21 05:26:12 main:581] : INFO : Epoch 593 | loss: 0.0310733 | val_loss: 0.0311567 | Time: 1426.61 ms
[2020-12-21 05:26:14 main:581] : INFO : Epoch 594 | loss: 0.0310703 | val_loss: 0.0311534 | Time: 1389.28 ms
[2020-12-21 05:26:15 main:581] : INFO : Epoch 595 | loss: 0.0310672 | val_loss: 0.0311673 | Time: 1438.44 ms
[2020-12-21 05:26:17 main:581] : INFO : Epoch 596 | loss: 0.0310667 | val_loss: 0.0311554 | Time: 1448.4 ms
[2020-12-21 05:26:18 main:581] : INFO : Epoch 597 | loss: 0.0310614 | val_loss: 0.0311504 | Time: 1450.43 ms
[2020-12-21 05:26:20 main:581] : INFO : Epoch 598 | loss: 0.0310586 | val_loss: 0.031168 | Time: 1443.97 ms
[2020-12-21 05:26:21 main:581] : INFO : Epoch 599 | loss: 0.0310567 | val_loss: 0.0311661 | Time: 1413.39 ms
[2020-12-21 05:26:22 main:581] : INFO : Epoch 600 | loss: 0.0310569 | val_loss: 0.0311643 | Time: 1391.59 ms
[2020-12-21 05:26:24 main:581] : INFO : Epoch 601 | loss: 0.0310602 | val_loss: 0.0311672 | Time: 1383.21 ms
[2020-12-21 05:26:25 main:581] : INFO : Epoch 602 | loss: 0.0310589 | val_loss: 0.031179 | Time: 1404.92 ms
[2020-12-21 05:26:27 main:581] : INFO : Epoch 603 | loss: 0.0310639 | val_loss: 0.0311576 | Time: 1417.2 ms
[2020-12-21 05:26:28 main:581] : INFO : Epoch 604 | loss: 0.0310628 | val_loss: 0.0311621 | Time: 1422.36 ms
[2020-12-21 05:26:29 main:581] : INFO : Epoch 605 | loss: 0.0310634 | val_loss: 0.0311646 | Time: 1478.18 ms
[2020-12-21 05:26:31 main:581] : INFO : Epoch 606 | loss: 0.031064 | val_loss: 0.0311703 | Time: 1500.78 ms
[2020-12-21 05:26:32 main:581] : INFO : Epoch 607 | loss: 0.0310582 | val_loss: 0.0311725 | Time: 1528.42 ms
[2020-12-21 05:26:34 main:581] : INFO : Epoch 608 | loss: 0.0310552 | val_loss: 0.0311507 | Time: 1469.04 ms
[2020-12-21 05:26:35 main:581] : INFO : Epoch 609 | loss: 0.0310639 | val_loss: 0.0311693 | Time: 1474.42 ms
[2020-12-21 05:26:37 main:581] : INFO : Epoch 610 | loss: 0.0310648 | val_loss: 0.0311508 | Time: 1437.18 ms
[2020-12-21 05:26:38 main:581] : INFO : Epoch 611 | loss: 0.0310648 | val_loss: 0.0311577 | Time: 1452.6 ms
[2020-12-21 05:26:40 main:581] : INFO : Epoch 612 | loss: 0.031059 | val_loss: 0.0311644 | Time: 1416.05 ms
[2020-12-21 05:26:41 main:581] : INFO : Epoch 613 | loss: 0.0310546 | val_loss: 0.031165 | Time: 1444.38 ms
[2020-12-21 05:26:43 main:581] : INFO : Epoch 614 | loss: 0.0310583 | val_loss: 0.0311677 | Time: 1457.09 ms
[2020-12-21 05:26:44 main:581] : INFO : Epoch 615 | loss: 0.0310565 | val_loss: 0.0311652 | Time: 1444.16 ms
[2020-12-21 05:26:45 main:581] : INFO : Epoch 616 | loss: 0.0310575 | val_loss: 0.031167 | Time: 1443.43 ms
[2020-12-21 05:26:47 main:581] : INFO : Epoch 617 | loss: 0.0310567 | val_loss: 0.0311692 | Time: 1430.67 ms
[2020-12-21 05:26:48 main:581] : INFO : Epoch 618 | loss: 0.031062 | val_loss: 0.0311619 | Time: 1408.67 ms
[2020-12-21 05:26:50 main:581] : INFO : Epoch 619 | loss: 0.031058 | val_loss: 0.0311678 | Time: 1411.41 ms
[2020-12-21 05:26:51 main:581] : INFO : Epoch 620 | loss: 0.0310566 | val_loss: 0.0311651 | Time: 1461.36 ms
[2020-12-21 05:26:53 main:581] : INFO : Epoch 621 | loss: 0.0310578 | val_loss: 0.0311628 | Time: 1474.14 ms
[2020-12-21 05:26:54 main:581] : INFO : Epoch 622 | loss: 0.0310555 | val_loss: 0.0311799 | Time: 1485.25 ms
[2020-12-21 05:26:56 main:581] : INFO : Epoch 623 | loss: 0.0310584 | val_loss: 0.0311506 | Time: 1458.98 ms
[2020-12-21 05:26:57 main:581] : INFO : Epoch 624 | loss: 0.031065 | val_loss: 0.0311695 | Time: 1466.3 ms
[2020-12-21 05:26:59 main:581] : INFO : Epoch 625 | loss: 0.0310624 | val_loss: 0.0311579 | Time: 1456.71 ms
[2020-12-21 05:27:00 main:581] : INFO : Epoch 626 | loss: 0.031056 | val_loss: 0.0311586 | Time: 1430.21 ms
[2020-12-21 05:27:01 main:581] : INFO : Epoch 627 | loss: 0.0310543 | val_loss: 0.0311611 | Time: 1428.12 ms
[2020-12-21 05:27:03 main:581] : INFO : Epoch 628 | loss: 0.0310642 | val_loss: 0.0311557 | Time: 1471.06 ms
[2020-12-21 05:27:04 main:581] : INFO : Epoch 629 | loss: 0.0310839 | val_loss: 0.0311508 | Time: 1455.01 ms
[2020-12-21 05:27:06 main:581] : INFO : Epoch 630 | loss: 0.0310832 | val_loss: 0.0311591 | Time: 1440.67 ms
[2020-12-21 05:27:07 main:581] : INFO : Epoch 631 | loss: 0.031079 | val_loss: 0.0311503 | Time: 1492.78 ms
[2020-12-21 05:27:09 main:581] : INFO : Epoch 632 | loss: 0.0310782 | val_loss: 0.0311568 | Time: 1512.25 ms
[2020-12-21 05:27:10 main:581] : INFO : Epoch 633 | loss: 0.0310718 | val_loss: 0.0311622 | Time: 1482.53 ms
[2020-12-21 05:27:12 main:581] : INFO : Epoch 634 | loss: 0.031069 | val_loss: 0.0311706 | Time: 1478.84 ms
[2020-12-21 05:27:13 main:581] : INFO : Epoch 635 | loss: 0.0310697 | val_loss: 0.0311585 | Time: 1455.71 ms
[2020-12-21 05:27:15 main:581] : INFO : Epoch 636 | loss: 0.0310655 | val_loss: 0.0311628 | Time: 1473.07 ms
[2020-12-21 05:27:16 main:581] : INFO : Epoch 637 | loss: 0.0310723 | val_loss: 0.0311661 | Time: 1499.5 ms
[2020-12-21 05:27:18 main:581] : INFO : Epoch 638 | loss: 0.0310742 | val_loss: 0.0311636 | Time: 1471.64 ms
[2020-12-21 05:27:19 main:581] : INFO : Epoch 639 | loss: 0.0310658 | val_loss: 0.0311601 | Time: 1483.71 ms
[2020-12-21 05:27:21 main:581] : INFO : Epoch 640 | loss: 0.0310702 | val_loss: 0.031157 | Time: 1484.81 ms
[2020-12-21 05:27:22 main:581] : INFO : Epoch 641 | loss: 0.0310725 | val_loss: 0.0311554 | Time: 1457.84 ms
[2020-12-21 05:27:24 main:581] : INFO : Epoch 642 | loss: 0.0310659 | val_loss: 0.0311678 | Time: 1438.3 ms
[2020-12-21 05:27:25 main:581] : INFO : Epoch 643 | loss: 0.0310663 | val_loss: 0.031156 | Time: 1434.93 ms
[2020-12-21 05:27:26 main:581] : INFO : Epoch 644 | loss: 0.0310623 | val_loss: 0.0311672 | Time: 1485.85 ms
[2020-12-21 05:27:28 main:581] : INFO : Epoch 645 | loss: 0.0310608 | val_loss: 0.0311663 | Time: 1454.48 ms
[2020-12-21 05:27:29 main:581] : INFO : Epoch 646 | loss: 0.0310583 | val_loss: 0.031161 | Time: 1492.57 ms
[2020-12-21 05:27:31 main:581] : INFO : Epoch 647 | loss: 0.0310543 | val_loss: 0.0311566 | Time: 1513.72 ms
[2020-12-21 05:27:32 main:581] : INFO : Epoch 648 | loss: 0.0310601 | val_loss: 0.0311612 | Time: 1503.45 ms
[2020-12-21 05:27:34 main:581] : INFO : Epoch 649 | loss: 0.0310582 | val_loss: 0.0311669 | Time: 1442.86 ms
[2020-12-21 05:27:35 main:581] : INFO : Epoch 650 | loss: 0.0310622 | val_loss: 0.0311635 | Time: 1458.49 ms
[2020-12-21 05:27:37 main:581] : INFO : Epoch 651 | loss: 0.0310647 | val_loss: 0.0311717 | Time: 1458.85 ms
[2020-12-21 05:27:38 main:581] : INFO : Epoch 652 | loss: 0.0310585 | val_loss: 0.0311616 | Time: 1432.34 ms
[2020-12-21 05:27:40 main:581] : INFO : Epoch 653 | loss: 0.031054 | val_loss: 0.031161 | Time: 1516.48 ms
[2020-12-21 05:27:41 main:581] : INFO : Epoch 654 | loss: 0.0310534 | val_loss: 0.0311713 | Time: 1503.49 ms
[2020-12-21 05:27:43 main:581] : INFO : Epoch 655 | loss: 0.0310575 | val_loss: 0.0311599 | Time: 1471.24 ms
[2020-12-21 05:27:44 main:581] : INFO : Epoch 656 | loss: 0.0310648 | val_loss: 0.0311612 | Time: 1456.64 ms
[2020-12-21 05:27:46 main:581] : INFO : Epoch 657 | loss: 0.0310582 | val_loss: 0.0311667 | Time: 1432.89 ms
[2020-12-21 05:27:47 main:581] : INFO : Epoch 658 | loss: 0.0310585 | val_loss: 0.0311564 | Time: 1432.77 ms
[2020-12-21 05:27:48 main:581] : INFO : Epoch 659 | loss: 0.031066 | val_loss: 0.031166 | Time: 1405.54 ms
[2020-12-21 05:27:50 main:581] : INFO : Epoch 660 | loss: 0.0310649 | val_loss: 0.0311568 | Time: 1465.3 ms
[2020-12-21 05:27:51 main:581] : INFO : Epoch 661 | loss: 0.0310658 | val_loss: 0.0311489 | Time: 1403.98 ms
[2020-12-21 05:27:53 main:581] : INFO : Epoch 662 | loss: 0.031062 | val_loss: 0.0311517 | Time: 1468.8 ms
[2020-12-21 05:27:54 main:581] : INFO : Epoch 663 | loss: 0.0310605 | val_loss: 0.0311588 | Time: 1489.53 ms
[2020-12-21 05:27:56 main:581] : INFO : Epoch 664 | loss: 0.0310659 | val_loss: 0.0311532 | Time: 1489.29 ms
[2020-12-21 05:27:57 main:581] : INFO : Epoch 665 | loss: 0.0310623 | val_loss: 0.0311466 | Time: 1486.09 ms
[2020-12-21 05:27:59 main:581] : INFO : Epoch 666 | loss: 0.0310563 | val_loss: 0.0311626 | Time: 1464.35 ms
[2020-12-21 05:28:00 main:581] : INFO : Epoch 667 | loss: 0.0310547 | val_loss: 0.0311705 | Time: 1461.61 ms
[2020-12-21 05:28:02 main:581] : INFO : Epoch 668 | loss: 0.0310583 | val_loss: 0.0311591 | Time: 1471.5 ms
[2020-12-21 05:28:03 main:581] : INFO : Epoch 669 | loss: 0.0310584 | val_loss: 0.0311572 | Time: 1475.65 ms
[2020-12-21 05:28:05 main:581] : INFO : Epoch 670 | loss: 0.0310623 | val_loss: 0.0311559 | Time: 1430.59 ms
[2020-12-21 05:28:06 main:581] : INFO : Epoch 671 | loss: 0.0310632 | val_loss: 0.0311655 | Time: 1458.39 ms
[2020-12-21 05:28:07 main:581] : INFO : Epoch 672 | loss: 0.0310582 | val_loss: 0.0311596 | Time: 1437.26 ms
[2020-12-21 05:28:09 main:581] : INFO : Epoch 673 | loss: 0.0310526 | val_loss: 0.0311535 | Time: 1428.34 ms
[2020-12-21 05:28:10 main:581] : INFO : Epoch 674 | loss: 0.0310595 | val_loss: 0.0311594 | Time: 1409.51 ms
[2020-12-21 05:28:12 main:581] : INFO : Epoch 675 | loss: 0.0310545 | val_loss: 0.0311497 | Time: 1414.48 ms
[2020-12-21 05:28:13 main:581] : INFO : Epoch 676 | loss: 0.031055 | val_loss: 0.0311599 | Time: 1419.45 ms
[2020-12-21 05:28:15 main:581] : INFO : Epoch 677 | loss: 0.0310652 | val_loss: 0.0311557 | Time: 1455.29 ms
[2020-12-21 05:28:16 main:581] : INFO : Epoch 678 | loss: 0.0310599 | val_loss: 0.0311574 | Time: 1438.37 ms
[2020-12-21 05:28:17 main:581] : INFO : Epoch 679 | loss: 0.03106 | val_loss: 0.0311516 | Time: 1450.93 ms
[2020-12-21 05:28:19 main:581] : INFO : Epoch 680 | loss: 0.0310578 | val_loss: 0.0311459 | Time: 1399.03 ms
[2020-12-21 05:28:20 main:581] : INFO : Epoch 681 | loss: 0.0310587 | val_loss: 0.0311641 | Time: 1416.32 ms
[2020-12-21 05:28:22 main:581] : INFO : Epoch 682 | loss: 0.0310636 | val_loss: 0.0311521 | Time: 1415.5 ms
[2020-12-21 05:28:23 main:581] : INFO : Epoch 683 | loss: 0.0310576 | val_loss: 0.0311497 | Time: 1422.75 ms
[2020-12-21 05:28:25 main:581] : INFO : Epoch 684 | loss: 0.0310605 | val_loss: 0.0311464 | Time: 1469.75 ms
[2020-12-21 05:28:26 main:581] : INFO : Epoch 685 | loss: 0.0310596 | val_loss: 0.0311618 | Time: 1431.65 ms
[2020-12-21 05:28:27 main:581] : INFO : Epoch 686 | loss: 0.0310555 | val_loss: 0.0311516 | Time: 1439.22 ms
[2020-12-21 05:28:29 main:581] : INFO : Epoch 687 | loss: 0.0310607 | val_loss: 0.0311527 | Time: 1465.81 ms
[2020-12-21 05:28:30 main:581] : INFO : Epoch 688 | loss: 0.0310575 | val_loss: 0.0311586 | Time: 1444.55 ms
[2020-12-21 05:28:32 main:581] : INFO : Epoch 689 | loss: 0.0310598 | val_loss: 0.0311539 | Time: 1489.13 ms
[2020-12-21 05:28:33 main:581] : INFO : Epoch 690 | loss: 0.0310863 | val_loss: 0.0311524 | Time: 1468.84 ms
[2020-12-21 05:28:35 main:581] : INFO : Epoch 691 | loss: 0.0310777 | val_loss: 0.03115 | Time: 1489.15 ms
[2020-12-21 05:28:36 main:581] : INFO : Epoch 692 | loss: 0.0310749 | val_loss: 0.0311486 | Time: 1490.76 ms
[2020-12-21 05:28:38 main:581] : INFO : Epoch 693 | loss: 0.0310685 | val_loss: 0.0311631 | Time: 1482.59 ms
[2020-12-21 05:28:39 main:581] : INFO : Epoch 694 | loss: 0.031069 | val_loss: 0.0311459 | Time: 1489.56 ms
[2020-12-21 05:28:41 main:581] : INFO : Epoch 695 | loss: 0.0310645 | val_loss: 0.0311549 | Time: 1461.42 ms
[2020-12-21 05:28:42 main:581] : INFO : Epoch 696 | loss: 0.0310613 | val_loss: 0.0311612 | Time: 1461.7 ms
[2020-12-21 05:28:44 main:581] : INFO : Epoch 697 | loss: 0.0310561 | val_loss: 0.0311495 | Time: 1452.2 ms
[2020-12-21 05:28:45 main:581] : INFO : Epoch 698 | loss: 0.0310563 | val_loss: 0.0311596 | Time: 1439.71 ms
[2020-12-21 05:28:47 main:581] : INFO : Epoch 699 | loss: 0.0310549 | val_loss: 0.0311598 | Time: 1455.74 ms
[2020-12-21 05:28:48 main:581] : INFO : Epoch 700 | loss: 0.0310588 | val_loss: 0.0311513 | Time: 1459.9 ms
[2020-12-21 05:28:49 main:581] : INFO : Epoch 701 | loss: 0.0310594 | val_loss: 0.0311588 | Time: 1434.67 ms
[2020-12-21 05:28:51 main:581] : INFO : Epoch 702 | loss: 0.0310618 | val_loss: 0.0311555 | Time: 1496.24 ms
[2020-12-21 05:28:52 main:581] : INFO : Epoch 703 | loss: 0.0310599 | val_loss: 0.0311663 | Time: 1488.69 ms
[2020-12-21 05:28:54 main:581] : INFO : Epoch 704 | loss: 0.031061 | val_loss: 0.0311585 | Time: 1476.42 ms
[2020-12-21 05:28:55 main:581] : INFO : Epoch 705 | loss: 0.031055 | val_loss: 0.0311603 | Time: 1456.94 ms
[2020-12-21 05:28:57 main:581] : INFO : Epoch 706 | loss: 0.0310538 | val_loss: 0.0311691 | Time: 1466.58 ms
[2020-12-21 05:28:58 main:581] : INFO : Epoch 707 | loss: 0.0310554 | val_loss: 0.0311618 | Time: 1459.21 ms
[2020-12-21 05:29:00 main:581] : INFO : Epoch 708 | loss: 0.0310609 | val_loss: 0.0311557 | Time: 1463 ms
[2020-12-21 05:29:01 main:581] : INFO : Epoch 709 | loss: 0.0310613 | val_loss: 0.0311568 | Time: 1478.22 ms
[2020-12-21 05:29:03 main:581] : INFO : Epoch 710 | loss: 0.0310574 | val_loss: 0.0311577 | Time: 1488.03 ms
[2020-12-21 05:29:04 main:581] : INFO : Epoch 711 | loss: 0.0310589 | val_loss: 0.0311525 | Time: 1434.67 ms
[2020-12-21 05:29:06 main:581] : INFO : Epoch 712 | loss: 0.0310611 | val_loss: 0.0311599 | Time: 1465.96 ms
[2020-12-21 05:29:07 main:581] : INFO : Epoch 713 | loss: 0.0310582 | val_loss: 0.0311547 | Time: 1461.9 ms
[2020-12-21 05:29:09 main:581] : INFO : Epoch 714 | loss: 0.0310588 | val_loss: 0.0311589 | Time: 1456.12 ms
[2020-12-21 05:29:10 main:581] : INFO : Epoch 715 | loss: 0.0310737 | val_loss: 0.0311469 | Time: 1507.63 ms
[2020-12-21 05:29:11 main:581] : INFO : Epoch 716 | loss: 0.0310778 | val_loss: 0.0311494 | Time: 1455.83 ms
[2020-12-21 05:29:13 main:581] : INFO : Epoch 717 | loss: 0.0310719 | val_loss: 0.0311532 | Time: 1480.21 ms
[2020-12-21 05:29:14 main:581] : INFO : Epoch 718 | loss: 0.0310663 | val_loss: 0.0311671 | Time: 1444.37 ms
[2020-12-21 05:29:16 main:581] : INFO : Epoch 719 | loss: 0.0310618 | val_loss: 0.0311518 | Time: 1469.02 ms
[2020-12-21 05:29:17 main:581] : INFO : Epoch 720 | loss: 0.0310615 | val_loss: 0.0311613 | Time: 1488.42 ms
[2020-12-21 05:29:19 main:581] : INFO : Epoch 721 | loss: 0.0310616 | val_loss: 0.0311621 | Time: 1481.95 ms
[2020-12-21 05:29:20 main:581] : INFO : Epoch 722 | loss: 0.0310666 | val_loss: 0.0311585 | Time: 1513.39 ms
[2020-12-21 05:29:22 main:581] : INFO : Epoch 723 | loss: 0.0310695 | val_loss: 0.0311549 | Time: 1467.48 ms
[2020-12-21 05:29:23 main:581] : INFO : Epoch 724 | loss: 0.0310607 | val_loss: 0.0311638 | Time: 1430.53 ms
[2020-12-21 05:29:25 main:581] : INFO : Epoch 725 | loss: 0.0310581 | val_loss: 0.0311564 | Time: 1432.63 ms
[2020-12-21 05:29:26 main:581] : INFO : Epoch 726 | loss: 0.0310638 | val_loss: 0.0311529 | Time: 1458.99 ms
[2020-12-21 05:29:28 main:581] : INFO : Epoch 727 | loss: 0.0310609 | val_loss: 0.0311674 | Time: 1454.35 ms
[2020-12-21 05:29:29 main:581] : INFO : Epoch 728 | loss: 0.0310721 | val_loss: 0.0311654 | Time: 1437.89 ms
[2020-12-21 05:29:31 main:581] : INFO : Epoch 729 | loss: 0.031064 | val_loss: 0.0311706 | Time: 1474.16 ms
[2020-12-21 05:29:32 main:581] : INFO : Epoch 730 | loss: 0.0310662 | val_loss: 0.0311612 | Time: 1483.62 ms
[2020-12-21 05:29:33 main:581] : INFO : Epoch 731 | loss: 0.0310692 | val_loss: 0.0311542 | Time: 1457.74 ms
[2020-12-21 05:29:35 main:581] : INFO : Epoch 732 | loss: 0.0310794 | val_loss: 0.0311532 | Time: 1461.66 ms
[2020-12-21 05:29:36 main:581] : INFO : Epoch 733 | loss: 0.0310817 | val_loss: 0.0311459 | Time: 1442.5 ms
[2020-12-21 05:29:38 main:581] : INFO : Epoch 734 | loss: 0.0310785 | val_loss: 0.0311512 | Time: 1447.76 ms
[2020-12-21 05:29:39 main:581] : INFO : Epoch 735 | loss: 0.0310775 | val_loss: 0.0311573 | Time: 1467.59 ms
[2020-12-21 05:29:41 main:581] : INFO : Epoch 736 | loss: 0.0310717 | val_loss: 0.03118 | Time: 1476.66 ms
[2020-12-21 05:29:42 main:581] : INFO : Epoch 737 | loss: 0.0310669 | val_loss: 0.0311544 | Time: 1408.88 ms
[2020-12-21 05:29:44 main:581] : INFO : Epoch 738 | loss: 0.0310612 | val_loss: 0.0311566 | Time: 1451.86 ms
[2020-12-21 05:29:45 main:581] : INFO : Epoch 739 | loss: 0.0310613 | val_loss: 0.0311488 | Time: 1446.07 ms
[2020-12-21 05:29:46 main:581] : INFO : Epoch 740 | loss: 0.0310561 | val_loss: 0.0311637 | Time: 1443.78 ms
[2020-12-21 05:29:48 main:581] : INFO : Epoch 741 | loss: 0.031055 | val_loss: 0.0311571 | Time: 1487.77 ms
[2020-12-21 05:29:49 main:581] : INFO : Epoch 742 | loss: 0.0310745 | val_loss: 0.0311519 | Time: 1436.17 ms
[2020-12-21 05:29:51 main:581] : INFO : Epoch 743 | loss: 0.0310677 | val_loss: 0.0311599 | Time: 1427.72 ms
[2020-12-21 05:29:52 main:581] : INFO : Epoch 744 | loss: 0.0310646 | val_loss: 0.0311551 | Time: 1480.36 ms
[2020-12-21 05:29:54 main:581] : INFO : Epoch 745 | loss: 0.0310649 | val_loss: 0.0311623 | Time: 1439.01 ms
[2020-12-21 05:29:55 main:581] : INFO : Epoch 746 | loss: 0.0310681 | val_loss: 0.0311576 | Time: 1466.26 ms
[2020-12-21 05:29:57 main:581] : INFO : Epoch 747 | loss: 0.0310729 | val_loss: 0.0311562 | Time: 1424.7 ms
[2020-12-21 05:29:58 main:581] : INFO : Epoch 748 | loss: 0.0310657 | val_loss: 0.0311641 | Time: 1449.23 ms
[2020-12-21 05:30:00 main:581] : INFO : Epoch 749 | loss: 0.0310708 | val_loss: 0.0311442 | Time: 1451.47 ms
[2020-12-21 05:30:01 main:581] : INFO : Epoch 750 | loss: 0.0310688 | val_loss: 0.0311653 | Time: 1479.62 ms
[2020-12-21 05:30:03 main:581] : INFO : Epoch 751 | loss: 0.0310735 | val_loss: 0.0311623 | Time: 1466.5 ms
[2020-12-21 05:30:04 main:581] : INFO : Epoch 752 | loss: 0.0310704 | val_loss: 0.031159 | Time: 1487.93 ms
[2020-12-21 05:30:05 main:581] : INFO : Epoch 753 | loss: 0.0310676 | val_loss: 0.0311506 | Time: 1437.69 ms
[2020-12-21 05:30:07 main:581] : INFO : Epoch 754 | loss: 0.0310817 | val_loss: 0.0311619 | Time: 1479.93 ms
[2020-12-21 05:30:08 main:581] : INFO : Epoch 755 | loss: 0.0310787 | val_loss: 0.0311451 | Time: 1448.52 ms
[2020-12-21 05:30:10 main:581] : INFO : Epoch 756 | loss: 0.0310758 | val_loss: 0.0311437 | Time: 1435.15 ms
[2020-12-21 05:30:11 main:581] : INFO : Epoch 757 | loss: 0.0310803 | val_loss: 0.0311397 | Time: 1443.35 ms
[2020-12-21 05:30:13 main:581] : INFO : Epoch 758 | loss: 0.031105 | val_loss: 0.0311545 | Time: 1453.15 ms
[2020-12-21 05:30:14 main:581] : INFO : Epoch 759 | loss: 0.0311135 | val_loss: 0.0311495 | Time: 1498.34 ms
[2020-12-21 05:30:16 main:581] : INFO : Epoch 760 | loss: 0.0311084 | val_loss: 0.0311494 | Time: 1480.01 ms
[2020-12-21 05:30:17 main:581] : INFO : Epoch 761 | loss: 0.0311018 | val_loss: 0.0311478 | Time: 1496.13 ms
[2020-12-21 05:30:19 main:581] : INFO : Epoch 762 | loss: 0.0310949 | val_loss: 0.0311504 | Time: 1489.22 ms
[2020-12-21 05:30:20 main:581] : INFO : Epoch 763 | loss: 0.0310948 | val_loss: 0.0311445 | Time: 1511.06 ms
[2020-12-21 05:30:22 main:581] : INFO : Epoch 764 | loss: 0.0310901 | val_loss: 0.031145 | Time: 1479.95 ms
[2020-12-21 05:30:23 main:581] : INFO : Epoch 765 | loss: 0.0310873 | val_loss: 0.0311475 | Time: 1469.18 ms
[2020-12-21 05:30:25 main:581] : INFO : Epoch 766 | loss: 0.0310801 | val_loss: 0.0311464 | Time: 1515.11 ms
[2020-12-21 05:30:26 main:581] : INFO : Epoch 767 | loss: 0.0310779 | val_loss: 0.0311509 | Time: 1479.37 ms
[2020-12-21 05:30:28 main:581] : INFO : Epoch 768 | loss: 0.0310754 | val_loss: 0.0311518 | Time: 1462.91 ms
[2020-12-21 05:30:29 main:581] : INFO : Epoch 769 | loss: 0.0310753 | val_loss: 0.0311434 | Time: 1459.47 ms
[2020-12-21 05:30:31 main:581] : INFO : Epoch 770 | loss: 0.0310887 | val_loss: 0.0311339 | Time: 1478.33 ms
[2020-12-21 05:30:32 main:581] : INFO : Epoch 771 | loss: 0.0310858 | val_loss: 0.0311417 | Time: 1482.53 ms
[2020-12-21 05:30:33 main:581] : INFO : Epoch 772 | loss: 0.0310803 | val_loss: 0.0311463 | Time: 1452.05 ms
[2020-12-21 05:30:35 main:581] : INFO : Epoch 773 | loss: 0.0310746 | val_loss: 0.0311364 | Time: 1447.42 ms
[2020-12-21 05:30:36 main:581] : INFO : Epoch 774 | loss: 0.0310716 | val_loss: 0.0311444 | Time: 1480.95 ms
[2020-12-21 05:30:38 main:581] : INFO : Epoch 775 | loss: 0.031066 | val_loss: 0.0311432 | Time: 1440.01 ms
[2020-12-21 05:30:39 main:581] : INFO : Epoch 776 | loss: 0.0310684 | val_loss: 0.031144 | Time: 1417.21 ms
[2020-12-21 05:30:41 main:581] : INFO : Epoch 777 | loss: 0.0310657 | val_loss: 0.0311502 | Time: 1448.29 ms
[2020-12-21 05:30:42 main:581] : INFO : Epoch 778 | loss: 0.0310637 | val_loss: 0.0311565 | Time: 1464.84 ms
[2020-12-21 05:30:44 main:581] : INFO : Epoch 779 | loss: 0.0310644 | val_loss: 0.0311489 | Time: 1417.64 ms
[2020-12-21 05:30:45 main:581] : INFO : Epoch 780 | loss: 0.0310669 | val_loss: 0.0311598 | Time: 1441 ms
[2020-12-21 05:30:46 main:581] : INFO : Epoch 781 | loss: 0.0310666 | val_loss: 0.0311418 | Time: 1474.68 ms
[2020-12-21 05:30:48 main:581] : INFO : Epoch 782 | loss: 0.0310645 | val_loss: 0.031147 | Time: 1446.4 ms
[2020-12-21 05:30:49 main:581] : INFO : Epoch 783 | loss: 0.0310626 | val_loss: 0.0311613 | Time: 1447.09 ms
[2020-12-21 05:30:51 main:581] : INFO : Epoch 784 | loss: 0.0310588 | val_loss: 0.0311483 | Time: 1513.96 ms
[2020-12-21 05:30:52 main:581] : INFO : Epoch 785 | loss: 0.0310769 | val_loss: 0.0311501 | Time: 1458.09 ms
[2020-12-21 05:30:54 main:581] : INFO : Epoch 786 | loss: 0.0310848 | val_loss: 0.0311556 | Time: 1467.88 ms
[2020-12-21 05:30:55 main:581] : INFO : Epoch 787 | loss: 0.0310815 | val_loss: 0.0311484 | Time: 1435.9 ms
[2020-12-21 05:30:57 main:581] : INFO : Epoch 788 | loss: 0.0310743 | val_loss: 0.0311566 | Time: 1436.3 ms
[2020-12-21 05:30:58 main:581] : INFO : Epoch 789 | loss: 0.0310706 | val_loss: 0.0311456 | Time: 1430.3 ms
[2020-12-21 05:31:00 main:581] : INFO : Epoch 790 | loss: 0.031067 | val_loss: 0.031153 | Time: 1405.77 ms
[2020-12-21 05:31:01 main:581] : INFO : Epoch 791 | loss: 0.0310672 | val_loss: 0.0311444 | Time: 1431.64 ms
[2020-12-21 05:31:02 main:581] : INFO : Epoch 792 | loss: 0.0310662 | val_loss: 0.0311474 | Time: 1399.38 ms
[2020-12-21 05:31:04 main:581] : INFO : Epoch 793 | loss: 0.0310689 | val_loss: 0.0311506 | Time: 1418.22 ms
[2020-12-21 05:31:05 main:581] : INFO : Epoch 794 | loss: 0.0310702 | val_loss: 0.0311399 | Time: 1412 ms
[2020-12-21 05:31:07 main:581] : INFO : Epoch 795 | loss: 0.0310664 | val_loss: 0.0311523 | Time: 1415.75 ms
[2020-12-21 05:31:08 main:581] : INFO : Epoch 796 | loss: 0.0310633 | val_loss: 0.0311591 | Time: 1400.02 ms
[2020-12-21 05:31:09 main:581] : INFO : Epoch 797 | loss: 0.0310655 | val_loss: 0.0311464 | Time: 1406.37 ms
[2020-12-21 05:31:11 main:581] : INFO : Epoch 798 | loss: 0.0310685 | val_loss: 0.0311619 | Time: 1411.25 ms
[2020-12-21 05:31:12 main:581] : INFO : Epoch 799 | loss: 0.0310644 | val_loss: 0.0311493 | Time: 1409.27 ms
[2020-12-21 05:31:14 main:581] : INFO : Epoch 800 | loss: 0.0310601 | val_loss: 0.0311543 | Time: 1495.51 ms
[2020-12-21 05:31:15 main:581] : INFO : Epoch 801 | loss: 0.0310585 | val_loss: 0.0311591 | Time: 1467.97 ms
[2020-12-21 05:31:17 main:581] : INFO : Epoch 802 | loss: 0.0310998 | val_loss: 0.0311589 | Time: 1434.77 ms
[2020-12-21 05:31:18 main:581] : INFO : Epoch 803 | loss: 0.0311137 | val_loss: 0.0311507 | Time: 1428.25 ms
[2020-12-21 05:31:19 main:581] : INFO : Epoch 804 | loss: 0.0311028 | val_loss: 0.031143 | Time: 1411.66 ms
[2020-12-21 05:31:21 main:581] : INFO : Epoch 805 | loss: 0.0311074 | val_loss: 0.03115 | Time: 1453.04 ms
[2020-12-21 05:31:22 main:581] : INFO : Epoch 806 | loss: 0.0311113 | val_loss: 0.0311532 | Time: 1439.83 ms
[2020-12-21 05:31:24 main:581] : INFO : Epoch 807 | loss: 0.0311077 | val_loss: 0.0311493 | Time: 1472.15 ms
[2020-12-21 05:31:25 main:581] : INFO : Epoch 808 | loss: 0.0310989 | val_loss: 0.0311553 | Time: 1481.64 ms
[2020-12-21 05:31:27 main:581] : INFO : Epoch 809 | loss: 0.031095 | val_loss: 0.0311536 | Time: 1463.43 ms
[2020-12-21 05:31:28 main:581] : INFO : Epoch 810 | loss: 0.031093 | val_loss: 0.0311472 | Time: 1478.34 ms
[2020-12-21 05:31:30 main:581] : INFO : Epoch 811 | loss: 0.0310899 | val_loss: 0.0311432 | Time: 1447.74 ms
[2020-12-21 05:31:31 main:581] : INFO : Epoch 812 | loss: 0.0310989 | val_loss: 0.0311498 | Time: 1445.66 ms
[2020-12-21 05:31:33 main:581] : INFO : Epoch 813 | loss: 0.0310953 | val_loss: 0.031139 | Time: 1453.15 ms
[2020-12-21 05:31:34 main:581] : INFO : Epoch 814 | loss: 0.0310875 | val_loss: 0.0311451 | Time: 1446.95 ms
[2020-12-21 05:31:36 main:581] : INFO : Epoch 815 | loss: 0.0310854 | val_loss: 0.0311466 | Time: 1463.43 ms
[2020-12-21 05:31:37 main:581] : INFO : Epoch 816 | loss: 0.0310826 | val_loss: 0.0311611 | Time: 1450.81 ms
[2020-12-21 05:31:38 main:581] : INFO : Epoch 817 | loss: 0.0310792 | val_loss: 0.0311473 | Time: 1446.22 ms
[2020-12-21 05:31:40 main:581] : INFO : Epoch 818 | loss: 0.031079 | val_loss: 0.0311433 | Time: 1455.39 ms
[2020-12-21 05:31:41 main:581] : INFO : Epoch 819 | loss: 0.0310743 | val_loss: 0.0311563 | Time: 1456.98 ms
[2020-12-21 05:31:43 main:581] : INFO : Epoch 820 | loss: 0.0310738 | val_loss: 0.0311586 | Time: 1470.12 ms
[2020-12-21 05:31:44 main:581] : INFO : Epoch 821 | loss: 0.0310762 | val_loss: 0.0311389 | Time: 1488.05 ms
[2020-12-21 05:31:46 main:581] : INFO : Epoch 822 | loss: 0.0310719 | val_loss: 0.0311553 | Time: 1513.22 ms
[2020-12-21 05:31:47 main:581] : INFO : Epoch 823 | loss: 0.0310705 | val_loss: 0.0311471 | Time: 1480.52 ms
[2020-12-21 05:31:49 main:581] : INFO : Epoch 824 | loss: 0.0310712 | val_loss: 0.031147 | Time: 1509.31 ms
[2020-12-21 05:31:50 main:581] : INFO : Epoch 825 | loss: 0.0310729 | val_loss: 0.0311596 | Time: 1481.55 ms
[2020-12-21 05:31:52 main:581] : INFO : Epoch 826 | loss: 0.0310741 | val_loss: 0.0311557 | Time: 1482.57 ms
[2020-12-21 05:31:53 main:581] : INFO : Epoch 827 | loss: 0.0310734 | val_loss: 0.0311521 | Time: 1484.97 ms
[2020-12-21 05:31:55 main:581] : INFO : Epoch 828 | loss: 0.0310739 | val_loss: 0.0311471 | Time: 1451.38 ms
[2020-12-21 05:31:56 main:581] : INFO : Epoch 829 | loss: 0.0310736 | val_loss: 0.0311403 | Time: 1435.36 ms
[2020-12-21 05:31:58 main:581] : INFO : Epoch 830 | loss: 0.0310706 | val_loss: 0.0311536 | Time: 1433.8 ms
[2020-12-21 05:31:59 main:581] : INFO : Epoch 831 | loss: 0.0310692 | val_loss: 0.0311506 | Time: 1465.53 ms
[2020-12-21 05:32:01 main:581] : INFO : Epoch 832 | loss: 0.0310682 | val_loss: 0.0311459 | Time: 1480.09 ms
[2020-12-21 05:32:02 main:581] : INFO : Epoch 833 | loss: 0.0310657 | val_loss: 0.0311495 | Time: 1475.88 ms
[2020-12-21 05:32:03 main:581] : INFO : Epoch 834 | loss: 0.0310669 | val_loss: 0.0311546 | Time: 1482.91 ms
[2020-12-21 05:32:05 main:581] : INFO : Epoch 835 | loss: 0.0310661 | val_loss: 0.0311421 | Time: 1451.34 ms
[2020-12-21 05:32:06 main:581] : INFO : Epoch 836 | loss: 0.0310658 | val_loss: 0.0311446 | Time: 1437.69 ms
[2020-12-21 05:32:08 main:581] : INFO : Epoch 837 | loss: 0.0310673 | val_loss: 0.0311423 | Time: 1428.6 ms
[2020-12-21 05:32:09 main:581] : INFO : Epoch 838 | loss: 0.0310622 | val_loss: 0.0311628 | Time: 1419.32 ms
[2020-12-21 05:32:11 main:581] : INFO : Epoch 839 | loss: 0.0310639 | val_loss: 0.0311391 | Time: 1434.59 ms
[2020-12-21 05:32:12 main:581] : INFO : Epoch 840 | loss: 0.0310659 | val_loss: 0.0311533 | Time: 1429.39 ms
[2020-12-21 05:32:13 main:581] : INFO : Epoch 841 | loss: 0.0310595 | val_loss: 0.0311499 | Time: 1430.36 ms
[2020-12-21 05:32:15 main:581] : INFO : Epoch 842 | loss: 0.031059 | val_loss: 0.03115 | Time: 1419.27 ms
[2020-12-21 05:32:16 main:581] : INFO : Epoch 843 | loss: 0.0310586 | val_loss: 0.0311503 | Time: 1462.47 ms
[2020-12-21 05:32:18 main:581] : INFO : Epoch 844 | loss: 0.0310563 | val_loss: 0.0311553 | Time: 1447.02 ms
[2020-12-21 05:32:19 main:581] : INFO : Epoch 845 | loss: 0.0310598 | val_loss: 0.0311523 | Time: 1428.06 ms
[2020-12-21 05:32:21 main:581] : INFO : Epoch 846 | loss: 0.031061 | val_loss: 0.0311477 | Time: 1423.9 ms
[2020-12-21 05:32:22 main:581] : INFO : Epoch 847 | loss: 0.0310655 | val_loss: 0.0311445 | Time: 1425.81 ms
[2020-12-21 05:32:24 main:581] : INFO : Epoch 848 | loss: 0.0310634 | val_loss: 0.0311426 | Time: 1443.04 ms
[2020-12-21 05:32:25 main:581] : INFO : Epoch 849 | loss: 0.031065 | val_loss: 0.0311526 | Time: 1465.21 ms
[2020-12-21 05:32:26 main:581] : INFO : Epoch 850 | loss: 0.0310791 | val_loss: 0.0311387 | Time: 1451.5 ms
[2020-12-21 05:32:28 main:581] : INFO : Epoch 851 | loss: 0.0310772 | val_loss: 0.0311481 | Time: 1452.54 ms
[2020-12-21 05:32:29 main:581] : INFO : Epoch 852 | loss: 0.0310688 | val_loss: 0.0311566 | Time: 1423.1 ms
[2020-12-21 05:32:31 main:581] : INFO : Epoch 853 | loss: 0.031069 | val_loss: 0.0311479 | Time: 1442.64 ms
[2020-12-21 05:32:32 main:581] : INFO : Epoch 854 | loss: 0.0310661 | val_loss: 0.0311515 | Time: 1450.41 ms
[2020-12-21 05:32:34 main:581] : INFO : Epoch 855 | loss: 0.0310637 | val_loss: 0.0311552 | Time: 1411.89 ms
[2020-12-21 05:32:35 main:581] : INFO : Epoch 856 | loss: 0.0310605 | val_loss: 0.0311554 | Time: 1425.01 ms
[2020-12-21 05:32:37 main:581] : INFO : Epoch 857 | loss: 0.0310612 | val_loss: 0.0311507 | Time: 1449.1 ms
[2020-12-21 05:32:38 main:581] : INFO : Epoch 858 | loss: 0.0310631 | val_loss: 0.0311608 | Time: 1400.59 ms
[2020-12-21 05:32:39 main:581] : INFO : Epoch 859 | loss: 0.0310639 | val_loss: 0.0311714 | Time: 1407.76 ms
[2020-12-21 05:32:41 main:581] : INFO : Epoch 860 | loss: 0.0310741 | val_loss: 0.0311523 | Time: 1438.32 ms
[2020-12-21 05:32:42 main:581] : INFO : Epoch 861 | loss: 0.0310873 | val_loss: 0.0311486 | Time: 1467.04 ms
[2020-12-21 05:32:44 main:581] : INFO : Epoch 862 | loss: 0.0310868 | val_loss: 0.0311518 | Time: 1468.38 ms
[2020-12-21 05:32:45 main:581] : INFO : Epoch 863 | loss: 0.0310784 | val_loss: 0.0311475 | Time: 1449.8 ms
[2020-12-21 05:32:47 main:581] : INFO : Epoch 864 | loss: 0.0310717 | val_loss: 0.0311659 | Time: 1448.29 ms
[2020-12-21 05:32:48 main:581] : INFO : Epoch 865 | loss: 0.03107 | val_loss: 0.031158 | Time: 1472.2 ms
[2020-12-21 05:32:50 main:581] : INFO : Epoch 866 | loss: 0.0310648 | val_loss: 0.0311599 | Time: 1433.98 ms
[2020-12-21 05:32:51 main:581] : INFO : Epoch 867 | loss: 0.0310597 | val_loss: 0.0311563 | Time: 1428.45 ms
[2020-12-21 05:32:52 main:581] : INFO : Epoch 868 | loss: 0.0310598 | val_loss: 0.0311559 | Time: 1444.86 ms
[2020-12-21 05:32:54 main:581] : INFO : Epoch 869 | loss: 0.0310559 | val_loss: 0.0311597 | Time: 1407.9 ms
[2020-12-21 05:32:55 main:581] : INFO : Epoch 870 | loss: 0.0310575 | val_loss: 0.0311472 | Time: 1450.8 ms
[2020-12-21 05:32:57 main:581] : INFO : Epoch 871 | loss: 0.0310569 | val_loss: 0.0311527 | Time: 1444.88 ms
[2020-12-21 05:32:58 main:581] : INFO : Epoch 872 | loss: 0.0310556 | val_loss: 0.0311534 | Time: 1453.02 ms
[2020-12-21 05:33:00 main:581] : INFO : Epoch 873 | loss: 0.0310548 | val_loss: 0.0311698 | Time: 1444.32 ms
[2020-12-21 05:33:01 main:581] : INFO : Epoch 874 | loss: 0.0310553 | val_loss: 0.0311537 | Time: 1443.45 ms
[2020-12-21 05:33:02 main:581] : INFO : Epoch 875 | loss: 0.0310644 | val_loss: 0.0311496 | Time: 1433.58 ms
[2020-12-21 05:33:04 main:581] : INFO : Epoch 876 | loss: 0.031068 | val_loss: 0.0311617 | Time: 1410.11 ms
[2020-12-21 05:33:05 main:581] : INFO : Epoch 877 | loss: 0.0310631 | val_loss: 0.0311489 | Time: 1457.84 ms
[2020-12-21 05:33:07 main:581] : INFO : Epoch 878 | loss: 0.0310614 | val_loss: 0.031151 | Time: 1450.33 ms
[2020-12-21 05:33:08 main:581] : INFO : Epoch 879 | loss: 0.0310766 | val_loss: 0.0311581 | Time: 1451.26 ms
[2020-12-21 05:33:10 main:581] : INFO : Epoch 880 | loss: 0.031067 | val_loss: 0.0311446 | Time: 1423.53 ms
[2020-12-21 05:33:11 main:581] : INFO : Epoch 881 | loss: 0.0310596 | val_loss: 0.031159 | Time: 1452.14 ms
[2020-12-21 05:33:13 main:581] : INFO : Epoch 882 | loss: 0.03106 | val_loss: 0.0311415 | Time: 1448.47 ms
[2020-12-21 05:33:14 main:581] : INFO : Epoch 883 | loss: 0.031056 | val_loss: 0.0311538 | Time: 1447.5 ms
[2020-12-21 05:33:15 main:581] : INFO : Epoch 884 | loss: 0.0310606 | val_loss: 0.0311419 | Time: 1419.34 ms
[2020-12-21 05:33:17 main:581] : INFO : Epoch 885 | loss: 0.0310626 | val_loss: 0.031156 | Time: 1437.11 ms
[2020-12-21 05:33:18 main:581] : INFO : Epoch 886 | loss: 0.0310664 | val_loss: 0.0311544 | Time: 1414.06 ms
[2020-12-21 05:33:20 main:581] : INFO : Epoch 887 | loss: 0.0310615 | val_loss: 0.0311593 | Time: 1440.14 ms
[2020-12-21 05:33:21 main:581] : INFO : Epoch 888 | loss: 0.0310597 | val_loss: 0.0311406 | Time: 1425.88 ms
[2020-12-21 05:33:23 main:581] : INFO : Epoch 889 | loss: 0.0310571 | val_loss: 0.031148 | Time: 1420.25 ms
[2020-12-21 05:33:24 main:581] : INFO : Epoch 890 | loss: 0.0310589 | val_loss: 0.0311603 | Time: 1438.42 ms
[2020-12-21 05:33:25 main:581] : INFO : Epoch 891 | loss: 0.0310556 | val_loss: 0.0311544 | Time: 1443.81 ms
[2020-12-21 05:33:27 main:581] : INFO : Epoch 892 | loss: 0.0310527 | val_loss: 0.0311559 | Time: 1450.03 ms
[2020-12-21 05:33:28 main:581] : INFO : Epoch 893 | loss: 0.0310579 | val_loss: 0.0311629 | Time: 1457.52 ms
[2020-12-21 05:33:30 main:581] : INFO : Epoch 894 | loss: 0.0310641 | val_loss: 0.0311592 | Time: 1468.5 ms
[2020-12-21 05:33:31 main:581] : INFO : Epoch 895 | loss: 0.0310598 | val_loss: 0.031159 | Time: 1418.37 ms
[2020-12-21 05:33:33 main:581] : INFO : Epoch 896 | loss: 0.0310606 | val_loss: 0.0311546 | Time: 1477.89 ms
[2020-12-21 05:33:34 main:581] : INFO : Epoch 897 | loss: 0.0310643 | val_loss: 0.031149 | Time: 1465.68 ms
[2020-12-21 05:33:36 main:581] : INFO : Epoch 898 | loss: 0.0310615 | val_loss: 0.0311459 | Time: 1454.32 ms
[2020-12-21 05:33:37 main:581] : INFO : Epoch 899 | loss: 0.0310925 | val_loss: 0.0311406 | Time: 1450.78 ms
[2020-12-21 05:33:39 main:581] : INFO : Epoch 900 | loss: 0.0310894 | val_loss: 0.0311384 | Time: 1456.7 ms
[2020-12-21 05:33:40 main:581] : INFO : Epoch 901 | loss: 0.0310844 | val_loss: 0.0311516 | Time: 1467.01 ms
[2020-12-21 05:33:41 main:581] : INFO : Epoch 902 | loss: 0.0310822 | val_loss: 0.0311392 | Time: 1467.01 ms
[2020-12-21 05:33:43 main:581] : INFO : Epoch 903 | loss: 0.0310817 | val_loss: 0.0311445 | Time: 1461.86 ms
[2020-12-21 05:33:44 main:581] : INFO : Epoch 904 | loss: 0.0310807 | val_loss: 0.0311446 | Time: 1422.55 ms
[2020-12-21 05:33:46 main:581] : INFO : Epoch 905 | loss: 0.0310778 | val_loss: 0.0311473 | Time: 1457.93 ms
[2020-12-21 05:33:47 main:581] : INFO : Epoch 906 | loss: 0.0310743 | val_loss: 0.0311401 | Time: 1394.78 ms
[2020-12-21 05:33:49 main:581] : INFO : Epoch 907 | loss: 0.0310707 | val_loss: 0.0311589 | Time: 1413.92 ms
[2020-12-21 05:33:50 main:581] : INFO : Epoch 908 | loss: 0.0310719 | val_loss: 0.0311404 | Time: 1457.46 ms
[2020-12-21 05:33:52 main:581] : INFO : Epoch 909 | loss: 0.0310735 | val_loss: 0.0311443 | Time: 1427.56 ms
[2020-12-21 05:33:53 main:581] : INFO : Epoch 910 | loss: 0.0310691 | val_loss: 0.0311472 | Time: 1466.08 ms
[2020-12-21 05:33:54 main:581] : INFO : Epoch 911 | loss: 0.0310672 | val_loss: 0.0311469 | Time: 1457.87 ms
[2020-12-21 05:33:56 main:581] : INFO : Epoch 912 | loss: 0.0310686 | val_loss: 0.031148 | Time: 1481.75 ms
[2020-12-21 05:33:57 main:581] : INFO : Epoch 913 | loss: 0.0310701 | val_loss: 0.0311435 | Time: 1457.42 ms
[2020-12-21 05:33:59 main:581] : INFO : Epoch 914 | loss: 0.0310716 | val_loss: 0.0311432 | Time: 1470.91 ms
[2020-12-21 05:34:00 main:581] : INFO : Epoch 915 | loss: 0.0310662 | val_loss: 0.0311528 | Time: 1451.79 ms
[2020-12-21 05:34:02 main:581] : INFO : Epoch 916 | loss: 0.0310638 | val_loss: 0.031145 | Time: 1489.89 ms
[2020-12-21 05:34:03 main:581] : INFO : Epoch 917 | loss: 0.0310648 | val_loss: 0.0311438 | Time: 1414.95 ms
[2020-12-21 05:34:05 main:581] : INFO : Epoch 918 | loss: 0.0310672 | val_loss: 0.0311401 | Time: 1423.46 ms
[2020-12-21 05:34:06 main:581] : INFO : Epoch 919 | loss: 0.0310664 | val_loss: 0.031145 | Time: 1452.4 ms
[2020-12-21 05:34:08 main:581] : INFO : Epoch 920 | loss: 0.0310694 | val_loss: 0.0311449 | Time: 1445.85 ms
[2020-12-21 05:34:09 main:581] : INFO : Epoch 921 | loss: 0.0310667 | val_loss: 0.031143 | Time: 1420.8 ms
[2020-12-21 05:34:10 main:581] : INFO : Epoch 922 | loss: 0.0310643 | val_loss: 0.0311473 | Time: 1435.83 ms
[2020-12-21 05:34:12 main:581] : INFO : Epoch 923 | loss: 0.0310638 | val_loss: 0.0311471 | Time: 1484.87 ms
[2020-12-21 05:34:13 main:581] : INFO : Epoch 924 | loss: 0.0310625 | val_loss: 0.0311577 | Time: 1467.35 ms
[2020-12-21 05:34:15 main:581] : INFO : Epoch 925 | loss: 0.0310663 | val_loss: 0.0311495 | Time: 1462.3 ms
[2020-12-21 05:34:16 main:581] : INFO : Epoch 926 | loss: 0.0310627 | val_loss: 0.031152 | Time: 1454.28 ms
[2020-12-21 05:34:18 main:581] : INFO : Epoch 927 | loss: 0.0310641 | val_loss: 0.0311536 | Time: 1495.96 ms
[2020-12-21 05:34:19 main:581] : INFO : Epoch 928 | loss: 0.0310589 | val_loss: 0.031156 | Time: 1475.89 ms
[2020-12-21 05:34:21 main:581] : INFO : Epoch 929 | loss: 0.0310605 | val_loss: 0.0311423 | Time: 1505.76 ms
[2020-12-21 05:34:22 main:581] : INFO : Epoch 930 | loss: 0.031057 | val_loss: 0.0311646 | Time: 1465.18 ms
[2020-12-21 05:34:24 main:581] : INFO : Epoch 931 | loss: 0.0310612 | val_loss: 0.0311631 | Time: 1474.43 ms
[2020-12-21 05:34:25 main:581] : INFO : Epoch 932 | loss: 0.0310652 | val_loss: 0.0311769 | Time: 1477.07 ms
[2020-12-21 05:34:27 main:581] : INFO : Epoch 933 | loss: 0.0310833 | val_loss: 0.0313047 | Time: 1451.18 ms
[2020-12-21 05:34:28 main:581] : INFO : Epoch 934 | loss: 0.0320871 | val_loss: 0.0334352 | Time: 1440.17 ms
[2020-12-21 05:34:29 main:581] : INFO : Epoch 935 | loss: 0.0398936 | val_loss: 0.0331372 | Time: 1451.09 ms
[2020-12-21 05:34:31 main:581] : INFO : Epoch 936 | loss: 0.0320062 | val_loss: 0.0315969 | Time: 1449.22 ms
[2020-12-21 05:34:32 main:581] : INFO : Epoch 937 | loss: 0.0313495 | val_loss: 0.0312246 | Time: 1473.31 ms
[2020-12-21 05:34:34 main:581] : INFO : Epoch 938 | loss: 0.0312257 | val_loss: 0.0312117 | Time: 1477.7 ms
[2020-12-21 05:34:35 main:581] : INFO : Epoch 939 | loss: 0.0312094 | val_loss: 0.031201 | Time: 1447.76 ms
[2020-12-21 05:34:37 main:581] : INFO : Epoch 940 | loss: 0.0311986 | val_loss: 0.031193 | Time: 1487.5 ms
[2020-12-21 05:34:38 main:581] : INFO : Epoch 941 | loss: 0.0311941 | val_loss: 0.0311886 | Time: 1460.98 ms
[2020-12-21 05:34:40 main:581] : INFO : Epoch 942 | loss: 0.0311908 | val_loss: 0.0311842 | Time: 1481.87 ms
[2020-12-21 05:34:41 main:581] : INFO : Epoch 943 | loss: 0.0311882 | val_loss: 0.0311823 | Time: 1415.73 ms
[2020-12-21 05:34:43 main:581] : INFO : Epoch 944 | loss: 0.0311844 | val_loss: 0.0311796 | Time: 1440.02 ms
[2020-12-21 05:34:44 main:581] : INFO : Epoch 945 | loss: 0.0311823 | val_loss: 0.0311785 | Time: 1430.82 ms
[2020-12-21 05:34:46 main:581] : INFO : Epoch 946 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 1473.56 ms
[2020-12-21 05:34:47 main:581] : INFO : Epoch 947 | loss: 0.0311784 | val_loss: 0.0311751 | Time: 1457.42 ms
[2020-12-21 05:34:48 main:581] : INFO : Epoch 948 | loss: 0.0311768 | val_loss: 0.0311741 | Time: 1476.83 ms
[2020-12-21 05:34:50 main:581] : INFO : Epoch 949 | loss: 0.0311766 | val_loss: 0.0311731 | Time: 1466.47 ms
[2020-12-21 05:34:51 main:581] : INFO : Epoch 950 | loss: 0.0311756 | val_loss: 0.0311722 | Time: 1428.92 ms
[2020-12-21 05:34:53 main:581] : INFO : Epoch 951 | loss: 0.0311743 | val_loss: 0.0311711 | Time: 1430.93 ms
[2020-12-21 05:34:54 main:581] : INFO : Epoch 952 | loss: 0.0311737 | val_loss: 0.0311698 | Time: 1425.59 ms
[2020-12-21 05:34:56 main:581] : INFO : Epoch 953 | loss: 0.0311734 | val_loss: 0.0311684 | Time: 1429.07 ms
[2020-12-21 05:34:57 main:581] : INFO : Epoch 954 | loss: 0.0311715 | val_loss: 0.0311701 | Time: 1456.51 ms
[2020-12-21 05:34:59 main:581] : INFO : Epoch 955 | loss: 0.0311687 | val_loss: 0.0311659 | Time: 1435.1 ms
[2020-12-21 05:35:00 main:581] : INFO : Epoch 956 | loss: 0.0311657 | val_loss: 0.0311645 | Time: 1395.34 ms
[2020-12-21 05:35:01 main:581] : INFO : Epoch 957 | loss: 0.0311658 | val_loss: 0.0311638 | Time: 1418.96 ms
[2020-12-21 05:35:03 main:581] : INFO : Epoch 958 | loss: 0.031166 | val_loss: 0.0311682 | Time: 1400.69 ms
[2020-12-21 05:35:04 main:581] : INFO : Epoch 959 | loss: 0.0311652 | val_loss: 0.0311618 | Time: 1390.75 ms
[2020-12-21 05:35:06 main:581] : INFO : Epoch 960 | loss: 0.0311619 | val_loss: 0.0311619 | Time: 1408.66 ms
[2020-12-21 05:35:07 main:581] : INFO : Epoch 961 | loss: 0.0311604 | val_loss: 0.031159 | Time: 1442.25 ms
[2020-12-21 05:35:08 main:581] : INFO : Epoch 962 | loss: 0.0311577 | val_loss: 0.0311586 | Time: 1414.22 ms
[2020-12-21 05:35:10 main:581] : INFO : Epoch 963 | loss: 0.0311561 | val_loss: 0.0311573 | Time: 1405.12 ms
[2020-12-21 05:35:11 main:581] : INFO : Epoch 964 | loss: 0.0311569 | val_loss: 0.0311625 | Time: 1466.07 ms
[2020-12-21 05:35:13 main:581] : INFO : Epoch 965 | loss: 0.0311566 | val_loss: 0.0311555 | Time: 1425.51 ms
[2020-12-21 05:35:14 main:581] : INFO : Epoch 966 | loss: 0.0311538 | val_loss: 0.031156 | Time: 1430.97 ms
[2020-12-21 05:35:16 main:581] : INFO : Epoch 967 | loss: 0.0311524 | val_loss: 0.031154 | Time: 1440.39 ms
[2020-12-21 05:35:17 main:581] : INFO : Epoch 968 | loss: 0.0311521 | val_loss: 0.0311543 | Time: 1453.05 ms
[2020-12-21 05:35:18 main:581] : INFO : Epoch 969 | loss: 0.0311506 | val_loss: 0.0311607 | Time: 1458.92 ms
[2020-12-21 05:35:20 main:581] : INFO : Epoch 970 | loss: 0.0311492 | val_loss: 0.0311525 | Time: 1453.62 ms
[2020-12-21 05:35:21 main:581] : INFO : Epoch 971 | loss: 0.0311464 | val_loss: 0.0311528 | Time: 1448.11 ms
[2020-12-21 05:35:23 main:581] : INFO : Epoch 972 | loss: 0.0311456 | val_loss: 0.0311511 | Time: 1455.37 ms
[2020-12-21 05:35:24 main:581] : INFO : Epoch 973 | loss: 0.0311445 | val_loss: 0.0311489 | Time: 1419.01 ms
[2020-12-21 05:35:26 main:581] : INFO : Epoch 974 | loss: 0.031145 | val_loss: 0.0311532 | Time: 1435.19 ms
[2020-12-21 05:35:27 main:581] : INFO : Epoch 975 | loss: 0.0311422 | val_loss: 0.0311497 | Time: 1457.23 ms
[2020-12-21 05:35:29 main:581] : INFO : Epoch 976 | loss: 0.0311391 | val_loss: 0.0311458 | Time: 1410.77 ms
[2020-12-21 05:35:30 main:581] : INFO : Epoch 977 | loss: 0.0311369 | val_loss: 0.0311436 | Time: 1449.71 ms
[2020-12-21 05:35:31 main:581] : INFO : Epoch 978 | loss: 0.0311393 | val_loss: 0.031148 | Time: 1442.04 ms
[2020-12-21 05:35:33 main:581] : INFO : Epoch 979 | loss: 0.0311352 | val_loss: 0.0311412 | Time: 1432.77 ms
[2020-12-21 05:35:34 main:581] : INFO : Epoch 980 | loss: 0.0311323 | val_loss: 0.0311434 | Time: 1438.9 ms
[2020-12-21 05:35:36 main:581] : INFO : Epoch 981 | loss: 0.0311308 | val_loss: 0.0311386 | Time: 1437.76 ms
[2020-12-21 05:35:37 main:581] : INFO : Epoch 982 | loss: 0.0311303 | val_loss: 0.0311425 | Time: 1483.31 ms
[2020-12-21 05:35:39 main:581] : INFO : Epoch 983 | loss: 0.0311275 | val_loss: 0.03114 | Time: 1445.59 ms
[2020-12-21 05:35:40 main:581] : INFO : Epoch 984 | loss: 0.0311266 | val_loss: 0.0311409 | Time: 1475.75 ms
[2020-12-21 05:35:42 main:581] : INFO : Epoch 985 | loss: 0.0311278 | val_loss: 0.0311463 | Time: 1456.25 ms
[2020-12-21 05:35:43 main:581] : INFO : Epoch 986 | loss: 0.0311286 | val_loss: 0.0311382 | Time: 1461.77 ms
[2020-12-21 05:35:45 main:581] : INFO : Epoch 987 | loss: 0.0311248 | val_loss: 0.0311427 | Time: 1443.09 ms
[2020-12-21 05:35:46 main:581] : INFO : Epoch 988 | loss: 0.0311224 | val_loss: 0.0311401 | Time: 1445.68 ms
[2020-12-21 05:35:47 main:581] : INFO : Epoch 989 | loss: 0.0311211 | val_loss: 0.0311418 | Time: 1428.5 ms
[2020-12-21 05:35:49 main:581] : INFO : Epoch 990 | loss: 0.0311203 | val_loss: 0.0311353 | Time: 1431.71 ms
[2020-12-21 05:35:50 main:581] : INFO : Epoch 991 | loss: 0.0311208 | val_loss: 0.0311402 | Time: 1425 ms
[2020-12-21 05:35:52 main:581] : INFO : Epoch 992 | loss: 0.0311214 | val_loss: 0.0311373 | Time: 1428.73 ms
[2020-12-21 05:35:53 main:581] : INFO : Epoch 993 | loss: 0.0311195 | val_loss: 0.0311455 | Time: 1442.99 ms
[2020-12-21 05:35:55 main:581] : INFO : Epoch 994 | loss: 0.0311191 | val_loss: 0.031142 | Time: 1474.58 ms
[2020-12-21 05:35:56 main:581] : INFO : Epoch 995 | loss: 0.0311198 | val_loss: 0.0311372 | Time: 1474.08 ms
[2020-12-21 05:35:58 main:581] : INFO : Epoch 996 | loss: 0.031119 | val_loss: 0.0311353 | Time: 1447.07 ms
[2020-12-21 05:35:59 main:581] : INFO : Epoch 997 | loss: 0.0311168 | val_loss: 0.0311359 | Time: 1452.92 ms
[2020-12-21 05:36:00 main:581] : INFO : Epoch 998 | loss: 0.0311164 | val_loss: 0.031141 | Time: 1429.33 ms
[2020-12-21 05:36:02 main:581] : INFO : Epoch 999 | loss: 0.031114 | val_loss: 0.0311405 | Time: 1446.66 ms
[2020-12-21 05:36:03 main:581] : INFO : Epoch 1000 | loss: 0.0311152 | val_loss: 0.0311377 | Time: 1456.03 ms
[2020-12-21 05:36:05 main:581] : INFO : Epoch 1001 | loss: 0.0311142 | val_loss: 0.0311391 | Time: 1412.69 ms
[2020-12-21 05:36:06 main:581] : INFO : Epoch 1002 | loss: 0.0311139 | val_loss: 0.0311372 | Time: 1451.29 ms
[2020-12-21 05:36:08 main:581] : INFO : Epoch 1003 | loss: 0.0311126 | val_loss: 0.0311364 | Time: 1424.09 ms
[2020-12-21 05:36:09 main:581] : INFO : Epoch 1004 | loss: 0.031115 | val_loss: 0.0311343 | Time: 1414.98 ms
[2020-12-21 05:36:10 main:581] : INFO : Epoch 1005 | loss: 0.0311141 | val_loss: 0.0311349 | Time: 1403.64 ms
[2020-12-21 05:36:12 main:581] : INFO : Epoch 1006 | loss: 0.0311129 | val_loss: 0.0311335 | Time: 1387.29 ms
[2020-12-21 05:36:13 main:581] : INFO : Epoch 1007 | loss: 0.0311119 | val_loss: 0.0311401 | Time: 1428.25 ms
[2020-12-21 05:36:15 main:581] : INFO : Epoch 1008 | loss: 0.0311093 | val_loss: 0.0311386 | Time: 1450.27 ms
[2020-12-21 05:36:16 main:581] : INFO : Epoch 1009 | loss: 0.0311109 | val_loss: 0.0311401 | Time: 1446.67 ms
[2020-12-21 05:36:18 main:581] : INFO : Epoch 1010 | loss: 0.0311094 | val_loss: 0.0311376 | Time: 1470.75 ms
[2020-12-21 05:36:19 main:581] : INFO : Epoch 1011 | loss: 0.031109 | val_loss: 0.0311347 | Time: 1449.85 ms
[2020-12-21 05:36:21 main:581] : INFO : Epoch 1012 | loss: 0.0311081 | val_loss: 0.0311351 | Time: 1451.07 ms
[2020-12-21 05:36:22 main:581] : INFO : Epoch 1013 | loss: 0.0311054 | val_loss: 0.0311334 | Time: 1468.75 ms
[2020-12-21 05:36:23 main:581] : INFO : Epoch 1014 | loss: 0.0311058 | val_loss: 0.0311347 | Time: 1473.95 ms
[2020-12-21 05:36:25 main:581] : INFO : Epoch 1015 | loss: 0.0311064 | val_loss: 0.0311362 | Time: 1446.65 ms
[2020-12-21 05:36:26 main:581] : INFO : Epoch 1016 | loss: 0.0311043 | val_loss: 0.0311421 | Time: 1439.05 ms
[2020-12-21 05:36:28 main:581] : INFO : Epoch 1017 | loss: 0.0311036 | val_loss: 0.0311396 | Time: 1426.59 ms
[2020-12-21 05:36:29 main:581] : INFO : Epoch 1018 | loss: 0.0311017 | val_loss: 0.0311378 | Time: 1471.31 ms
[2020-12-21 05:36:31 main:581] : INFO : Epoch 1019 | loss: 0.0311012 | val_loss: 0.0311379 | Time: 1440.47 ms
[2020-12-21 05:36:32 main:581] : INFO : Epoch 1020 | loss: 0.0311014 | val_loss: 0.0311358 | Time: 1408.75 ms
[2020-12-21 05:36:33 main:581] : INFO : Epoch 1021 | loss: 0.0311022 | val_loss: 0.0311408 | Time: 1399.71 ms
[2020-12-21 05:36:35 main:581] : INFO : Epoch 1022 | loss: 0.0311047 | val_loss: 0.0311372 | Time: 1396.35 ms
[2020-12-21 05:36:36 main:581] : INFO : Epoch 1023 | loss: 0.0311024 | val_loss: 0.0311359 | Time: 1417.86 ms
[2020-12-21 05:36:38 main:581] : INFO : Epoch 1024 | loss: 0.0311039 | val_loss: 0.0311391 | Time: 1416 ms
[2020-12-21 05:36:38 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311391
[2020-12-21 05:36:38 main:610] : INFO : Saving end state to config to file
[2020-12-21 05:36:38 main:615] : INFO : Success, exiting..
05:36:38 (987143): 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)