Task 3363511
| Name | ParityMachine-1606531532-30927-8_0 |
| Workunit | 1623109 |
| Created | 20 Dec 2020, 9:24:04 UTC |
| Sent | 21 Dec 2020, 4:02:13 UTC |
| Report deadline | 28 Dec 2020, 4:02:13 UTC |
| Received | 21 Dec 2020, 14:04:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 14 sec |
| CPU time | 24 min 10 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: 0.0311541 | val_loss: 0.0311794 | Time: 1432.26 ms [2020-12-21 08:40:32 main:581] : INFO : Epoch 511 | loss: 0.0311605 | val_loss: 0.0311875 | Time: 1455.33 ms [2020-12-21 08:40:34 main:581] : INFO : Epoch 512 | loss: 0.0311788 | val_loss: 0.0312086 | Time: 1425.26 ms [2020-12-21 08:40:35 main:581] : INFO : Epoch 513 | loss: 0.0330058 | val_loss: 0.0355509 | Time: 1456.75 ms [2020-12-21 08:40:37 main:581] : INFO : Epoch 514 | loss: 0.0334815 | val_loss: 0.035214 | Time: 1454.8 ms [2020-12-21 08:40:38 main:581] : INFO : Epoch 515 | loss: 0.0363597 | val_loss: 0.0340851 | Time: 1433.62 ms [2020-12-21 08:40:39 main:581] : INFO : Epoch 516 | loss: 0.0327099 | val_loss: 0.031717 | Time: 1453.62 ms [2020-12-21 08:40:41 main:581] : INFO : Epoch 517 | loss: 0.031405 | val_loss: 0.0312387 | Time: 1442.39 ms [2020-12-21 08:40:42 main:581] : INFO : Epoch 518 | loss: 0.0312104 | val_loss: 0.0311917 | Time: 1436.05 ms [2020-12-21 08:40:44 main:581] : INFO : Epoch 519 | loss: 0.0311798 | val_loss: 0.031181 | Time: 1468.53 ms [2020-12-21 08:40:45 main:581] : INFO : Epoch 520 | loss: 0.03117 | val_loss: 0.0311777 | Time: 1475.99 ms [2020-12-21 08:40:47 main:581] : INFO : Epoch 521 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 1448.18 ms [2020-12-21 08:40:48 main:581] : INFO : Epoch 522 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1450.34 ms [2020-12-21 08:40:50 main:581] : INFO : Epoch 523 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 1441.6 ms [2020-12-21 08:40:51 main:581] : INFO : Epoch 524 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1443.71 ms [2020-12-21 08:40:52 main:581] : INFO : Epoch 525 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 1431.41 ms [2020-12-21 08:40:54 main:581] : INFO : Epoch 526 | loss: 0.0311596 | val_loss: 0.031173 | Time: 1415.8 ms [2020-12-21 08:40:55 main:581] : INFO : Epoch 527 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 1435.39 ms [2020-12-21 08:40:57 main:581] : INFO : Epoch 528 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 1440.27 ms [2020-12-21 08:40:58 main:581] : INFO : Epoch 529 | loss: 0.031156 | val_loss: 0.0311714 | Time: 1412.74 ms [2020-12-21 08:41:00 main:581] : INFO : Epoch 530 | loss: 0.0311556 | val_loss: 0.0311742 | Time: 1447.22 ms [2020-12-21 08:41:01 main:581] : INFO : Epoch 531 | loss: 0.031156 | val_loss: 0.0311731 | Time: 1439.81 ms [2020-12-21 08:41:03 main:581] : INFO : Epoch 532 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 1460.03 ms [2020-12-21 08:41:04 main:581] : INFO : Epoch 533 | loss: 0.0311546 | val_loss: 0.0311716 | Time: 1429.41 ms [2020-12-21 08:41:05 main:581] : INFO : Epoch 534 | loss: 0.0311535 | val_loss: 0.0311728 | Time: 1472.56 ms [2020-12-21 08:41:07 main:581] : INFO : Epoch 535 | loss: 0.0311542 | val_loss: 0.0311733 | Time: 1439.51 ms [2020-12-21 08:41:08 main:581] : INFO : Epoch 536 | loss: 0.0311534 | val_loss: 0.0311724 | Time: 1456.83 ms [2020-12-21 08:41:10 main:581] : INFO : Epoch 537 | loss: 0.031154 | val_loss: 0.0311723 | Time: 1461.05 ms [2020-12-21 08:41:11 main:581] : INFO : Epoch 538 | loss: 0.031155 | val_loss: 0.031173 | Time: 1428.23 ms [2020-12-21 08:41:13 main:581] : INFO : Epoch 539 | loss: 0.0311533 | val_loss: 0.0311716 | Time: 1475.01 ms [2020-12-21 08:41:14 main:581] : INFO : Epoch 540 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 1481.33 ms [2020-12-21 08:41:16 main:581] : INFO : Epoch 541 | loss: 0.0311533 | val_loss: 0.0311721 | Time: 1480.71 ms [2020-12-21 08:41:17 main:581] : INFO : Epoch 542 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 1439.96 ms [2020-12-21 08:41:19 main:581] : INFO : Epoch 543 | loss: 0.0311564 | val_loss: 0.0311758 | Time: 1447.73 ms [2020-12-21 08:41:20 main:581] : INFO : Epoch 544 | loss: 0.0311626 | val_loss: 0.0311854 | Time: 1459.74 ms [2020-12-21 08:41:21 main:581] : INFO : Epoch 545 | loss: 0.0311576 | val_loss: 0.031177 | Time: 1403.7 ms [2020-12-21 08:41:23 main:581] : INFO : Epoch 546 | loss: 0.0311537 | val_loss: 0.0311719 | Time: 1407.03 ms [2020-12-21 08:41:24 main:581] : INFO : Epoch 547 | loss: 0.0311532 | val_loss: 0.0311715 | Time: 1409.96 ms [2020-12-21 08:41:26 main:581] : INFO : Epoch 548 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 1426.62 ms [2020-12-21 08:41:27 main:581] : INFO : Epoch 549 | loss: 0.0311537 | val_loss: 0.0311741 | Time: 1393.07 ms [2020-12-21 08:41:28 main:581] : INFO : Epoch 550 | loss: 0.0311556 | val_loss: 0.031174 | Time: 1397.91 ms [2020-12-21 08:41:30 main:581] : INFO : Epoch 551 | loss: 0.0311523 | val_loss: 0.0311712 | Time: 1391.49 ms [2020-12-21 08:41:31 main:581] : INFO : Epoch 552 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 1402.81 ms [2020-12-21 08:41:33 main:581] : INFO : Epoch 553 | loss: 0.0311533 | val_loss: 0.0311722 | Time: 1420.11 ms [2020-12-21 08:41:34 main:581] : INFO : Epoch 554 | loss: 0.0311534 | val_loss: 0.031172 | Time: 1436.9 ms [2020-12-21 08:41:35 main:581] : INFO : Epoch 555 | loss: 0.0311534 | val_loss: 0.0311699 | Time: 1388.11 ms [2020-12-21 08:41:37 main:581] : INFO : Epoch 556 | loss: 0.0311502 | val_loss: 0.0311714 | Time: 1380.44 ms [2020-12-21 08:41:38 main:581] : INFO : Epoch 557 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 1391.07 ms [2020-12-21 08:41:40 main:581] : INFO : Epoch 558 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1378.1 ms [2020-12-21 08:41:41 main:581] : INFO : Epoch 559 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 1388.86 ms [2020-12-21 08:41:42 main:581] : INFO : Epoch 560 | loss: 0.0311519 | val_loss: 0.0311701 | Time: 1390.38 ms [2020-12-21 08:41:44 main:581] : INFO : Epoch 561 | loss: 0.0311525 | val_loss: 0.0311691 | Time: 1401.99 ms [2020-12-21 08:41:45 main:581] : INFO : Epoch 562 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 1384.5 ms [2020-12-21 08:41:47 main:581] : INFO : Epoch 563 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 1386.6 ms [2020-12-21 08:41:48 main:581] : INFO : Epoch 564 | loss: 0.0311498 | val_loss: 0.0311671 | Time: 1391.89 ms [2020-12-21 08:41:49 main:581] : INFO : Epoch 565 | loss: 0.0311514 | val_loss: 0.031167 | Time: 1389.96 ms [2020-12-21 08:41:51 main:581] : INFO : Epoch 566 | loss: 0.0311506 | val_loss: 0.0311676 | Time: 1385.71 ms [2020-12-21 08:41:52 main:581] : INFO : Epoch 567 | loss: 0.0311511 | val_loss: 0.0311684 | Time: 1378.61 ms [2020-12-21 08:41:54 main:581] : INFO : Epoch 568 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 1395.41 ms [2020-12-21 08:41:55 main:581] : INFO : Epoch 569 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 1388.13 ms [2020-12-21 08:41:56 main:581] : INFO : Epoch 570 | loss: 0.0311494 | val_loss: 0.0311677 | Time: 1380.59 ms [2020-12-21 08:41:58 main:581] : INFO : Epoch 571 | loss: 0.0311491 | val_loss: 0.0311657 | Time: 1391.42 ms [2020-12-21 08:41:59 main:581] : INFO : Epoch 572 | loss: 0.0311504 | val_loss: 0.0311676 | Time: 1396.74 ms [2020-12-21 08:42:00 main:581] : INFO : Epoch 573 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 1380.75 ms [2020-12-21 08:42:02 main:581] : INFO : Epoch 574 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 1405.6 ms [2020-12-21 08:42:03 main:581] : INFO : Epoch 575 | loss: 0.0311514 | val_loss: 0.0311662 | Time: 1384.37 ms [2020-12-21 08:42:05 main:581] : INFO : Epoch 576 | loss: 0.0311521 | val_loss: 0.0311689 | Time: 1452.81 ms [2020-12-21 08:42:06 main:581] : INFO : Epoch 577 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 1404.29 ms [2020-12-21 08:42:07 main:581] : INFO : Epoch 578 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 1405.7 ms [2020-12-21 08:42:09 main:581] : INFO : Epoch 579 | loss: 0.0311531 | val_loss: 0.0311659 | Time: 1417.13 ms [2020-12-21 08:42:10 main:581] : INFO : Epoch 580 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 1399.54 ms [2020-12-21 08:42:12 main:581] : INFO : Epoch 581 | loss: 0.03115 | val_loss: 0.0311666 | Time: 1413.63 ms [2020-12-21 08:42:13 main:581] : INFO : Epoch 582 | loss: 0.0311495 | val_loss: 0.0311666 | Time: 1421.89 ms [2020-12-21 08:42:15 main:581] : INFO : Epoch 583 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 1395.96 ms [2020-12-21 08:42:16 main:581] : INFO : Epoch 584 | loss: 0.0311509 | val_loss: 0.0311683 | Time: 1405.16 ms [2020-12-21 08:42:17 main:581] : INFO : Epoch 585 | loss: 0.0311497 | val_loss: 0.0311681 | Time: 1410.42 ms [2020-12-21 08:42:19 main:581] : INFO : Epoch 586 | loss: 0.0311518 | val_loss: 0.0311688 | Time: 1381.07 ms [2020-12-21 08:42:20 main:581] : INFO : Epoch 587 | loss: 0.0311521 | val_loss: 0.031167 | Time: 1393.85 ms [2020-12-21 08:42:22 main:581] : INFO : Epoch 588 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 1383.67 ms [2020-12-21 08:42:23 main:581] : INFO : Epoch 589 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 1402.34 ms [2020-12-21 08:42:24 main:581] : INFO : Epoch 590 | loss: 0.0311518 | val_loss: 0.0311659 | Time: 1392.39 ms [2020-12-21 08:42:26 main:581] : INFO : Epoch 591 | loss: 0.0311533 | val_loss: 0.0311658 | Time: 1381.8 ms [2020-12-21 08:42:27 main:581] : INFO : Epoch 592 | loss: 0.0311581 | val_loss: 0.0311677 | Time: 1380.03 ms [2020-12-21 08:42:28 main:581] : INFO : Epoch 593 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 1394.01 ms [2020-12-21 08:42:30 main:581] : INFO : Epoch 594 | loss: 0.0311599 | val_loss: 0.0311674 | Time: 1400.49 ms [2020-12-21 08:42:31 main:581] : INFO : Epoch 595 | loss: 0.031159 | val_loss: 0.0311662 | Time: 1398.91 ms [2020-12-21 08:42:33 main:581] : INFO : Epoch 596 | loss: 0.03116 | val_loss: 0.0311749 | Time: 1424.78 ms [2020-12-21 08:42:34 main:581] : INFO : Epoch 597 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1401.79 ms [2020-12-21 08:42:35 main:581] : INFO : Epoch 598 | loss: 0.0311624 | val_loss: 0.0311768 | Time: 1394.89 ms [2020-12-21 08:42:37 main:581] : INFO : Epoch 599 | loss: 0.0311633 | val_loss: 0.0311754 | Time: 1413.81 ms [2020-12-21 08:42:38 main:581] : INFO : Epoch 600 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1410.42 ms [2020-12-21 08:42:40 main:581] : INFO : Epoch 601 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1393.63 ms [2020-12-21 08:42:41 main:581] : INFO : Epoch 602 | loss: 0.0311579 | val_loss: 0.0311672 | Time: 1427.87 ms [2020-12-21 08:42:43 main:581] : INFO : Epoch 603 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 1393.83 ms [2020-12-21 08:42:44 main:581] : INFO : Epoch 604 | loss: 0.0311592 | val_loss: 0.031169 | Time: 1390.9 ms [2020-12-21 08:42:45 main:581] : INFO : Epoch 605 | loss: 0.0311613 | val_loss: 0.031168 | Time: 1408.82 ms [2020-12-21 08:42:47 main:581] : INFO : Epoch 606 | loss: 0.031162 | val_loss: 0.0311691 | Time: 1382.79 ms [2020-12-21 08:42:48 main:581] : INFO : Epoch 607 | loss: 0.0311605 | val_loss: 0.0311677 | Time: 1421.21 ms [2020-12-21 08:42:50 main:581] : INFO : Epoch 608 | loss: 0.0311593 | val_loss: 0.0311668 | Time: 1392.24 ms [2020-12-21 08:42:51 main:581] : INFO : Epoch 609 | loss: 0.0311586 | val_loss: 0.0311684 | Time: 1384.75 ms [2020-12-21 08:42:52 main:581] : INFO : Epoch 610 | loss: 0.0311587 | val_loss: 0.0311671 | Time: 1383.88 ms [2020-12-21 08:42:54 main:581] : INFO : Epoch 611 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 1387.46 ms [2020-12-21 08:42:55 main:581] : INFO : Epoch 612 | loss: 0.0311583 | val_loss: 0.0311688 | Time: 1385.69 ms [2020-12-21 08:42:56 main:581] : INFO : Epoch 613 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1389.36 ms [2020-12-21 08:42:58 main:581] : INFO : Epoch 614 | loss: 0.0311579 | val_loss: 0.0311772 | Time: 1383.84 ms [2020-12-21 08:42:59 main:581] : INFO : Epoch 615 | loss: 0.03116 | val_loss: 0.0311703 | Time: 1388.13 ms [2020-12-21 08:43:01 main:581] : INFO : Epoch 616 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1392.93 ms [2020-12-21 08:43:02 main:581] : INFO : Epoch 617 | loss: 0.0311552 | val_loss: 0.0311682 | Time: 1385.69 ms [2020-12-21 08:43:03 main:581] : INFO : Epoch 618 | loss: 0.0311555 | val_loss: 0.0311692 | Time: 1392.27 ms [2020-12-21 08:43:05 main:581] : INFO : Epoch 619 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1401.1 ms [2020-12-21 08:43:06 main:581] : INFO : Epoch 620 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1383.88 ms [2020-12-21 08:43:08 main:581] : INFO : Epoch 621 | loss: 0.0311577 | val_loss: 0.0311677 | Time: 1380.9 ms [2020-12-21 08:43:09 main:581] : INFO : Epoch 622 | loss: 0.031158 | val_loss: 0.031171 | Time: 1396.26 ms [2020-12-21 08:43:10 main:581] : INFO : Epoch 623 | loss: 0.0311557 | val_loss: 0.0311658 | Time: 1394.34 ms [2020-12-21 08:43:12 main:581] : INFO : Epoch 624 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 1389.84 ms [2020-12-21 08:43:13 main:581] : INFO : Epoch 625 | loss: 0.0311539 | val_loss: 0.0311665 | Time: 1383.21 ms [2020-12-21 08:43:15 main:581] : INFO : Epoch 626 | loss: 0.0311554 | val_loss: 0.031169 | Time: 1391.61 ms [2020-12-21 08:43:16 main:581] : INFO : Epoch 627 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 1393.29 ms [2020-12-21 08:43:17 main:581] : INFO : Epoch 628 | loss: 0.0311556 | val_loss: 0.0311699 | Time: 1393.23 ms [2020-12-21 08:43:19 main:581] : INFO : Epoch 629 | loss: 0.0311542 | val_loss: 0.0311722 | Time: 1389.19 ms [2020-12-21 08:43:20 main:581] : INFO : Epoch 630 | loss: 0.0311542 | val_loss: 0.0311653 | Time: 1383.49 ms [2020-12-21 08:43:21 main:581] : INFO : Epoch 631 | loss: 0.0311522 | val_loss: 0.0311669 | Time: 1400.48 ms [2020-12-21 08:43:23 main:581] : INFO : Epoch 632 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 1393.59 ms [2020-12-21 08:43:24 main:581] : INFO : Epoch 633 | loss: 0.031153 | val_loss: 0.031167 | Time: 1385.11 ms [2020-12-21 08:43:26 main:581] : INFO : Epoch 634 | loss: 0.0311522 | val_loss: 0.031168 | Time: 1387.65 ms [2020-12-21 08:43:27 main:581] : INFO : Epoch 635 | loss: 0.0311513 | val_loss: 0.0311674 | Time: 1385.56 ms [2020-12-21 08:43:28 main:581] : INFO : Epoch 636 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 1393.21 ms [2020-12-21 08:43:30 main:581] : INFO : Epoch 637 | loss: 0.0311518 | val_loss: 0.0311668 | Time: 1393.1 ms [2020-12-21 08:43:31 main:581] : INFO : Epoch 638 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 1391.7 ms [2020-12-21 08:43:33 main:581] : INFO : Epoch 639 | loss: 0.0311526 | val_loss: 0.0311691 | Time: 1389.14 ms [2020-12-21 08:43:34 main:581] : INFO : Epoch 640 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 1386.52 ms [2020-12-21 08:43:35 main:581] : INFO : Epoch 641 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 1392.37 ms [2020-12-21 08:43:37 main:581] : INFO : Epoch 642 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 1392.35 ms [2020-12-21 08:43:38 main:581] : INFO : Epoch 643 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1395.59 ms [2020-12-21 08:43:40 main:581] : INFO : Epoch 644 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 1398.46 ms [2020-12-21 08:43:41 main:581] : INFO : Epoch 645 | loss: 0.0311545 | val_loss: 0.0311695 | Time: 1396.65 ms [2020-12-21 08:43:42 main:581] : INFO : Epoch 646 | loss: 0.0311542 | val_loss: 0.0311682 | Time: 1392.38 ms [2020-12-21 08:43:44 main:581] : INFO : Epoch 647 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 1393.6 ms [2020-12-21 08:43:45 main:581] : INFO : Epoch 648 | loss: 0.0311529 | val_loss: 0.0311749 | Time: 1386.37 ms [2020-12-21 08:43:47 main:581] : INFO : Epoch 649 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 1392.01 ms [2020-12-21 08:43:48 main:581] : INFO : Epoch 650 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1393.16 ms [2020-12-21 08:43:49 main:581] : INFO : Epoch 651 | loss: 0.0311531 | val_loss: 0.0311679 | Time: 1393.58 ms [2020-12-21 08:43:51 main:581] : INFO : Epoch 652 | loss: 0.0311536 | val_loss: 0.0311682 | Time: 1388.17 ms [2020-12-21 08:43:52 main:581] : INFO : Epoch 653 | loss: 0.0311555 | val_loss: 0.0311687 | Time: 1395.41 ms [2020-12-21 08:43:53 main:581] : INFO : Epoch 654 | loss: 0.0311548 | val_loss: 0.0311719 | Time: 1384.5 ms [2020-12-21 08:43:55 main:581] : INFO : Epoch 655 | loss: 0.0311548 | val_loss: 0.0311674 | Time: 1385.69 ms [2020-12-21 08:43:56 main:581] : INFO : Epoch 656 | loss: 0.0311566 | val_loss: 0.0311844 | Time: 1387.19 ms [2020-12-21 08:43:58 main:581] : INFO : Epoch 657 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 1385.54 ms [2020-12-21 08:43:59 main:581] : INFO : Epoch 658 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1393.68 ms [2020-12-21 08:44:00 main:581] : INFO : Epoch 659 | loss: 0.0311534 | val_loss: 0.0311721 | Time: 1386.89 ms [2020-12-21 08:44:02 main:581] : INFO : Epoch 660 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1389.1 ms [2020-12-21 08:44:03 main:581] : INFO : Epoch 661 | loss: 0.031152 | val_loss: 0.031168 | Time: 1388.51 ms [2020-12-21 08:44:05 main:581] : INFO : Epoch 662 | loss: 0.031151 | val_loss: 0.0311681 | Time: 1392.97 ms [2020-12-21 08:44:06 main:581] : INFO : Epoch 663 | loss: 0.031152 | val_loss: 0.0311693 | Time: 1386.9 ms [2020-12-21 08:44:07 main:581] : INFO : Epoch 664 | loss: 0.031154 | val_loss: 0.0311699 | Time: 1398.56 ms [2020-12-21 08:44:09 main:581] : INFO : Epoch 665 | loss: 0.0311528 | val_loss: 0.0311738 | Time: 1392.75 ms [2020-12-21 08:44:10 main:581] : INFO : Epoch 666 | loss: 0.031152 | val_loss: 0.0311683 | Time: 1394.39 ms [2020-12-21 08:44:12 main:581] : INFO : Epoch 667 | loss: 0.0311514 | val_loss: 0.0311675 | Time: 1386.45 ms [2020-12-21 08:44:13 main:581] : INFO : Epoch 668 | loss: 0.031152 | val_loss: 0.0311687 | Time: 1388.28 ms [2020-12-21 08:44:14 main:581] : INFO : Epoch 669 | loss: 0.0311533 | val_loss: 0.0311689 | Time: 1397.39 ms [2020-12-21 08:44:16 main:581] : INFO : Epoch 670 | loss: 0.0311526 | val_loss: 0.031171 | Time: 1387.13 ms [2020-12-21 08:44:17 main:581] : INFO : Epoch 671 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 1392.51 ms [2020-12-21 08:44:19 main:581] : INFO : Epoch 672 | loss: 0.0311515 | val_loss: 0.031167 | Time: 1388.1 ms [2020-12-21 08:44:20 main:581] : INFO : Epoch 673 | loss: 0.0311516 | val_loss: 0.0311679 | Time: 1387.34 ms [2020-12-21 08:44:21 main:581] : INFO : Epoch 674 | loss: 0.0311527 | val_loss: 0.0311692 | Time: 1385.02 ms [2020-12-21 08:44:23 main:581] : INFO : Epoch 675 | loss: 0.0311507 | val_loss: 0.0311662 | Time: 1397.09 ms [2020-12-21 08:44:24 main:581] : INFO : Epoch 676 | loss: 0.031152 | val_loss: 0.0311671 | Time: 1410.55 ms [2020-12-21 08:44:25 main:581] : INFO : Epoch 677 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 1391.82 ms [2020-12-21 08:44:27 main:581] : INFO : Epoch 678 | loss: 0.0311531 | val_loss: 0.0311705 | Time: 1393.43 ms [2020-12-21 08:44:28 main:581] : INFO : Epoch 679 | loss: 0.0311548 | val_loss: 0.0311666 | Time: 1385.02 ms [2020-12-21 08:44:30 main:581] : INFO : Epoch 680 | loss: 0.0311514 | val_loss: 0.0311701 | Time: 1388.92 ms [2020-12-21 08:44:31 main:581] : INFO : Epoch 681 | loss: 0.0311508 | val_loss: 0.0311709 | Time: 1382.49 ms [2020-12-21 08:44:32 main:581] : INFO : Epoch 682 | loss: 0.03115 | val_loss: 0.0311687 | Time: 1390.07 ms [2020-12-21 08:44:34 main:581] : INFO : Epoch 683 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 1386.14 ms [2020-12-21 08:44:35 main:581] : INFO : Epoch 684 | loss: 0.0311504 | val_loss: 0.031167 | Time: 1399.82 ms [2020-12-21 08:44:37 main:581] : INFO : Epoch 685 | loss: 0.0311509 | val_loss: 0.0311668 | Time: 1384.9 ms [2020-12-21 08:44:38 main:581] : INFO : Epoch 686 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 1386.17 ms [2020-12-21 08:44:39 main:581] : INFO : Epoch 687 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 1395.33 ms [2020-12-21 08:44:41 main:581] : INFO : Epoch 688 | loss: 0.0311518 | val_loss: 0.0311699 | Time: 1383.87 ms [2020-12-21 08:44:42 main:581] : INFO : Epoch 689 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1387.07 ms [2020-12-21 08:44:44 main:581] : INFO : Epoch 690 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1384.87 ms [2020-12-21 08:44:45 main:581] : INFO : Epoch 691 | loss: 0.0311523 | val_loss: 0.0311688 | Time: 1385.64 ms [2020-12-21 08:44:46 main:581] : INFO : Epoch 692 | loss: 0.0311527 | val_loss: 0.0311672 | Time: 1386.65 ms [2020-12-21 08:44:48 main:581] : INFO : Epoch 693 | loss: 0.0311515 | val_loss: 0.0311654 | Time: 1386.52 ms [2020-12-21 08:44:49 main:581] : INFO : Epoch 694 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1387.04 ms [2020-12-21 08:44:50 main:581] : INFO : Epoch 695 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 1389.81 ms [2020-12-21 08:44:52 main:581] : INFO : Epoch 696 | loss: 0.03115 | val_loss: 0.0311695 | Time: 1385.13 ms [2020-12-21 08:44:53 main:581] : INFO : Epoch 697 | loss: 0.0311508 | val_loss: 0.0311668 | Time: 1385 ms [2020-12-21 08:44:55 main:581] : INFO : Epoch 698 | loss: 0.03115 | val_loss: 0.0311656 | Time: 1388.69 ms [2020-12-21 08:44:56 main:581] : INFO : Epoch 699 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 1380.5 ms [2020-12-21 08:44:57 main:581] : INFO : Epoch 700 | loss: 0.0311504 | val_loss: 0.031166 | Time: 1388.66 ms [2020-12-21 08:44:59 main:581] : INFO : Epoch 701 | loss: 0.031151 | val_loss: 0.0311656 | Time: 1401.79 ms [2020-12-21 08:45:00 main:581] : INFO : Epoch 702 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 1389.26 ms [2020-12-21 08:45:02 main:581] : INFO : Epoch 703 | loss: 0.0311497 | val_loss: 0.031167 | Time: 1386.92 ms [2020-12-21 08:45:03 main:581] : INFO : Epoch 704 | loss: 0.0311545 | val_loss: 0.0311688 | Time: 1386.77 ms [2020-12-21 08:45:04 main:581] : INFO : Epoch 705 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 1387.97 ms [2020-12-21 08:45:06 main:581] : INFO : Epoch 706 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 1388.99 ms [2020-12-21 08:45:07 main:581] : INFO : Epoch 707 | loss: 0.0311549 | val_loss: 0.0311682 | Time: 1386.04 ms [2020-12-21 08:45:09 main:581] : INFO : Epoch 708 | loss: 0.0311543 | val_loss: 0.0311683 | Time: 1390.41 ms [2020-12-21 08:45:10 main:581] : INFO : Epoch 709 | loss: 0.0311542 | val_loss: 0.0311675 | Time: 1388.41 ms [2020-12-21 08:45:11 main:581] : INFO : Epoch 710 | loss: 0.0311534 | val_loss: 0.0311696 | Time: 1388.98 ms [2020-12-21 08:45:13 main:581] : INFO : Epoch 711 | loss: 0.0311532 | val_loss: 0.0311678 | Time: 1389.4 ms [2020-12-21 08:45:14 main:581] : INFO : Epoch 712 | loss: 0.0311526 | val_loss: 0.0311784 | Time: 1386.82 ms [2020-12-21 08:45:15 main:581] : INFO : Epoch 713 | loss: 0.0311564 | val_loss: 0.031167 | Time: 1382.54 ms [2020-12-21 08:45:17 main:581] : INFO : Epoch 714 | loss: 0.0311527 | val_loss: 0.0311671 | Time: 1386.29 ms [2020-12-21 08:45:18 main:581] : INFO : Epoch 715 | loss: 0.0311516 | val_loss: 0.0311649 | Time: 1393.2 ms [2020-12-21 08:45:20 main:581] : INFO : Epoch 716 | loss: 0.031152 | val_loss: 0.0311679 | Time: 1386.79 ms [2020-12-21 08:45:21 main:581] : INFO : Epoch 717 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 1388.17 ms [2020-12-21 08:45:22 main:581] : INFO : Epoch 718 | loss: 0.0311557 | val_loss: 0.0311713 | Time: 1386.78 ms [2020-12-21 08:45:24 main:581] : INFO : Epoch 719 | loss: 0.0311543 | val_loss: 0.0311656 | Time: 1386.19 ms [2020-12-21 08:45:25 main:581] : INFO : Epoch 720 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1384.61 ms [2020-12-21 08:45:27 main:581] : INFO : Epoch 721 | loss: 0.0311526 | val_loss: 0.0311648 | Time: 1384.02 ms [2020-12-21 08:45:28 main:581] : INFO : Epoch 722 | loss: 0.0311527 | val_loss: 0.0311653 | Time: 1385.01 ms [2020-12-21 08:45:29 main:581] : INFO : Epoch 723 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1382.42 ms [2020-12-21 08:45:31 main:581] : INFO : Epoch 724 | loss: 0.0311541 | val_loss: 0.0311707 | Time: 1384.6 ms [2020-12-21 08:45:32 main:581] : INFO : Epoch 725 | loss: 0.0311523 | val_loss: 0.031163 | Time: 1385.25 ms [2020-12-21 08:45:33 main:581] : INFO : Epoch 726 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 1386.27 ms [2020-12-21 08:45:35 main:581] : INFO : Epoch 727 | loss: 0.0311518 | val_loss: 0.0311651 | Time: 1385.39 ms [2020-12-21 08:45:36 main:581] : INFO : Epoch 728 | loss: 0.0311504 | val_loss: 0.0311626 | Time: 1391.57 ms [2020-12-21 08:45:38 main:581] : INFO : Epoch 729 | loss: 0.0311506 | val_loss: 0.0311636 | Time: 1385.14 ms [2020-12-21 08:45:39 main:581] : INFO : Epoch 730 | loss: 0.0311513 | val_loss: 0.0311679 | Time: 1389.9 ms [2020-12-21 08:45:40 main:581] : INFO : Epoch 731 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 1383.67 ms [2020-12-21 08:45:42 main:581] : INFO : Epoch 732 | loss: 0.0311525 | val_loss: 0.031164 | Time: 1385.23 ms [2020-12-21 08:45:43 main:581] : INFO : Epoch 733 | loss: 0.0311543 | val_loss: 0.0311655 | Time: 1390.65 ms [2020-12-21 08:45:45 main:581] : INFO : Epoch 734 | loss: 0.0311525 | val_loss: 0.0311643 | Time: 1387.17 ms [2020-12-21 08:45:46 main:581] : INFO : Epoch 735 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 1387.17 ms [2020-12-21 08:45:47 main:581] : INFO : Epoch 736 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 1386.34 ms [2020-12-21 08:45:49 main:581] : INFO : Epoch 737 | loss: 0.0311509 | val_loss: 0.031165 | Time: 1384.93 ms [2020-12-21 08:45:50 main:581] : INFO : Epoch 738 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 1384.64 ms [2020-12-21 08:45:52 main:581] : INFO : Epoch 739 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1383.15 ms [2020-12-21 08:45:53 main:581] : INFO : Epoch 740 | loss: 0.0311538 | val_loss: 0.031169 | Time: 1380.08 ms [2020-12-21 08:45:54 main:581] : INFO : Epoch 741 | loss: 0.0311503 | val_loss: 0.0311615 | Time: 1379.61 ms [2020-12-21 08:45:56 main:581] : INFO : Epoch 742 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 1382.06 ms [2020-12-21 08:45:57 main:581] : INFO : Epoch 743 | loss: 0.031151 | val_loss: 0.0311739 | Time: 1382.14 ms [2020-12-21 08:45:58 main:581] : INFO : Epoch 744 | loss: 0.0311558 | val_loss: 0.0311665 | Time: 1382.96 ms [2020-12-21 08:46:00 main:581] : INFO : Epoch 745 | loss: 0.0311548 | val_loss: 0.0311633 | Time: 1381.72 ms [2020-12-21 08:46:01 main:581] : INFO : Epoch 746 | loss: 0.0311512 | val_loss: 0.0311635 | Time: 1382.01 ms [2020-12-21 08:46:03 main:581] : INFO : Epoch 747 | loss: 0.0311494 | val_loss: 0.0311665 | Time: 1381.86 ms [2020-12-21 08:46:04 main:581] : INFO : Epoch 748 | loss: 0.0311511 | val_loss: 0.0311667 | Time: 1383.07 ms [2020-12-21 08:46:05 main:581] : INFO : Epoch 749 | loss: 0.0311524 | val_loss: 0.0311636 | Time: 1383.88 ms [2020-12-21 08:46:07 main:581] : INFO : Epoch 750 | loss: 0.0311506 | val_loss: 0.0311641 | Time: 1386.51 ms [2020-12-21 08:46:08 main:581] : INFO : Epoch 751 | loss: 0.0311557 | val_loss: 0.0311656 | Time: 1409.41 ms [2020-12-21 08:46:10 main:581] : INFO : Epoch 752 | loss: 0.0311555 | val_loss: 0.0311627 | Time: 1389.66 ms [2020-12-21 08:46:11 main:581] : INFO : Epoch 753 | loss: 0.031155 | val_loss: 0.031174 | Time: 1388.98 ms [2020-12-21 08:46:12 main:581] : INFO : Epoch 754 | loss: 0.031153 | val_loss: 0.0311616 | Time: 1385.36 ms [2020-12-21 08:46:14 main:581] : INFO : Epoch 755 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 1386.33 ms [2020-12-21 08:46:15 main:581] : INFO : Epoch 756 | loss: 0.0311529 | val_loss: 0.0311738 | Time: 1387.33 ms [2020-12-21 08:46:16 main:581] : INFO : Epoch 757 | loss: 0.0311531 | val_loss: 0.0311593 | Time: 1387.03 ms [2020-12-21 08:46:18 main:581] : INFO : Epoch 758 | loss: 0.031152 | val_loss: 0.031161 | Time: 1388.15 ms [2020-12-21 08:46:19 main:581] : INFO : Epoch 759 | loss: 0.0311512 | val_loss: 0.0311627 | Time: 1384.13 ms [2020-12-21 08:46:21 main:581] : INFO : Epoch 760 | loss: 0.0311512 | val_loss: 0.0311657 | Time: 1385.76 ms [2020-12-21 08:46:22 main:581] : INFO : Epoch 761 | loss: 0.0311533 | val_loss: 0.031161 | Time: 1385.18 ms [2020-12-21 08:46:23 main:581] : INFO : Epoch 762 | loss: 0.0311515 | val_loss: 0.0311605 | Time: 1385.91 ms [2020-12-21 08:46:25 main:581] : INFO : Epoch 763 | loss: 0.0311517 | val_loss: 0.031162 | Time: 1384.68 ms [2020-12-21 08:46:26 main:581] : INFO : Epoch 764 | loss: 0.0311509 | val_loss: 0.0311623 | Time: 1387.28 ms [2020-12-21 08:46:28 main:581] : INFO : Epoch 765 | loss: 0.0311503 | val_loss: 0.031161 | Time: 1385.64 ms [2020-12-21 08:46:29 main:581] : INFO : Epoch 766 | loss: 0.0311501 | val_loss: 0.031161 | Time: 1386.19 ms [2020-12-21 08:46:30 main:581] : INFO : Epoch 767 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 1389.55 ms [2020-12-21 08:46:32 main:581] : INFO : Epoch 768 | loss: 0.0311487 | val_loss: 0.0311612 | Time: 1390.91 ms [2020-12-21 08:46:33 main:581] : INFO : Epoch 769 | loss: 0.0311499 | val_loss: 0.0311637 | Time: 1387.9 ms [2020-12-21 08:46:34 main:581] : INFO : Epoch 770 | loss: 0.0311497 | val_loss: 0.031161 | Time: 1385.02 ms [2020-12-21 08:46:36 main:581] : INFO : Epoch 771 | loss: 0.0311493 | val_loss: 0.0311596 | Time: 1397.94 ms [2020-12-21 08:46:37 main:581] : INFO : Epoch 772 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 1384.86 ms [2020-12-21 08:46:39 main:581] : INFO : Epoch 773 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 1384.8 ms [2020-12-21 08:46:40 main:581] : INFO : Epoch 774 | loss: 0.0311486 | val_loss: 0.0311609 | Time: 1384.05 ms [2020-12-21 08:46:41 main:581] : INFO : Epoch 775 | loss: 0.0311479 | val_loss: 0.0311628 | Time: 1382.72 ms [2020-12-21 08:46:43 main:581] : INFO : Epoch 776 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 1391.21 ms [2020-12-21 08:46:44 main:581] : INFO : Epoch 777 | loss: 0.0311485 | val_loss: 0.0311608 | Time: 1393.87 ms [2020-12-21 08:46:46 main:581] : INFO : Epoch 778 | loss: 0.0311477 | val_loss: 0.03116 | Time: 1392.73 ms [2020-12-21 08:46:47 main:581] : INFO : Epoch 779 | loss: 0.0311508 | val_loss: 0.0311648 | Time: 1393.57 ms [2020-12-21 08:46:48 main:581] : INFO : Epoch 780 | loss: 0.031151 | val_loss: 0.0311631 | Time: 1392.49 ms [2020-12-21 08:46:50 main:581] : INFO : Epoch 781 | loss: 0.0311538 | val_loss: 0.031163 | Time: 1392.9 ms [2020-12-21 08:46:51 main:581] : INFO : Epoch 782 | loss: 0.0311493 | val_loss: 0.0311618 | Time: 1391.05 ms [2020-12-21 08:46:53 main:581] : INFO : Epoch 783 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1396.63 ms [2020-12-21 08:46:54 main:581] : INFO : Epoch 784 | loss: 0.0311489 | val_loss: 0.031161 | Time: 1388.93 ms [2020-12-21 08:46:55 main:581] : INFO : Epoch 785 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 1391.54 ms [2020-12-21 08:46:57 main:581] : INFO : Epoch 786 | loss: 0.0311495 | val_loss: 0.0311622 | Time: 1393.25 ms [2020-12-21 08:46:58 main:581] : INFO : Epoch 787 | loss: 0.0311512 | val_loss: 0.0311653 | Time: 1393.39 ms [2020-12-21 08:47:00 main:581] : INFO : Epoch 788 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 1393.61 ms [2020-12-21 08:47:01 main:581] : INFO : Epoch 789 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 1391.41 ms [2020-12-21 08:47:02 main:581] : INFO : Epoch 790 | loss: 0.0311515 | val_loss: 0.0311778 | Time: 1390.25 ms [2020-12-21 08:47:04 main:581] : INFO : Epoch 791 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 1394.34 ms [2020-12-21 08:47:05 main:581] : INFO : Epoch 792 | loss: 0.0311563 | val_loss: 0.0311872 | Time: 1392.31 ms [2020-12-21 08:47:06 main:581] : INFO : Epoch 793 | loss: 0.0311515 | val_loss: 0.0311836 | Time: 1394.2 ms [2020-12-21 08:47:08 main:581] : INFO : Epoch 794 | loss: 0.0311503 | val_loss: 0.0311885 | Time: 1397.74 ms [2020-12-21 08:47:09 main:581] : INFO : Epoch 795 | loss: 0.0311486 | val_loss: 0.0311877 | Time: 1398.11 ms [2020-12-21 08:47:11 main:581] : INFO : Epoch 796 | loss: 0.0311472 | val_loss: 0.0311646 | Time: 1397.19 ms [2020-12-21 08:47:12 main:581] : INFO : Epoch 797 | loss: 0.0311475 | val_loss: 0.0311622 | Time: 1396.95 ms [2020-12-21 08:47:13 main:581] : INFO : Epoch 798 | loss: 0.0311476 | val_loss: 0.0311714 | Time: 1394.67 ms [2020-12-21 08:47:15 main:581] : INFO : Epoch 799 | loss: 0.0311494 | val_loss: 0.0311675 | Time: 1394.28 ms [2020-12-21 08:47:16 main:581] : INFO : Epoch 800 | loss: 0.031151 | val_loss: 0.0311623 | Time: 1393.7 ms [2020-12-21 08:47:18 main:581] : INFO : Epoch 801 | loss: 0.0311505 | val_loss: 0.0311879 | Time: 1388.36 ms [2020-12-21 08:47:19 main:581] : INFO : Epoch 802 | loss: 0.0311524 | val_loss: 0.0311881 | Time: 1389.1 ms [2020-12-21 08:47:20 main:581] : INFO : Epoch 803 | loss: 0.0311558 | val_loss: 0.0311862 | Time: 1393.43 ms [2020-12-21 08:47:22 main:581] : INFO : Epoch 804 | loss: 0.0311542 | val_loss: 0.0311621 | Time: 1389.38 ms [2020-12-21 08:47:23 main:581] : INFO : Epoch 805 | loss: 0.0311531 | val_loss: 0.031174 | Time: 1387.86 ms [2020-12-21 08:47:25 main:581] : INFO : Epoch 806 | loss: 0.0311511 | val_loss: 0.031178 | Time: 1389.23 ms [2020-12-21 08:47:26 main:581] : INFO : Epoch 807 | loss: 0.0311511 | val_loss: 0.0311834 | Time: 1390.66 ms [2020-12-21 08:47:27 main:581] : INFO : Epoch 808 | loss: 0.0311516 | val_loss: 0.0311616 | Time: 1390.82 ms [2020-12-21 08:47:29 main:581] : INFO : Epoch 809 | loss: 0.0311522 | val_loss: 0.031165 | Time: 1389.15 ms [2020-12-21 08:47:30 main:581] : INFO : Epoch 810 | loss: 0.0311524 | val_loss: 0.0311725 | Time: 1389.87 ms [2020-12-21 08:47:32 main:581] : INFO : Epoch 811 | loss: 0.0311535 | val_loss: 0.0311779 | Time: 1386.3 ms [2020-12-21 08:47:33 main:581] : INFO : Epoch 812 | loss: 0.03115 | val_loss: 0.0311819 | Time: 1388.05 ms [2020-12-21 08:47:34 main:581] : INFO : Epoch 813 | loss: 0.0311494 | val_loss: 0.0311865 | Time: 1385.21 ms [2020-12-21 08:47:36 main:581] : INFO : Epoch 814 | loss: 0.0311496 | val_loss: 0.0311879 | Time: 1390.07 ms [2020-12-21 08:47:37 main:581] : INFO : Epoch 815 | loss: 0.0311525 | val_loss: 0.0311839 | Time: 1389.92 ms [2020-12-21 08:47:38 main:581] : INFO : Epoch 816 | loss: 0.0311535 | val_loss: 0.0311803 | Time: 1389.69 ms [2020-12-21 08:47:40 main:581] : INFO : Epoch 817 | loss: 0.031153 | val_loss: 0.0311886 | Time: 1389.27 ms [2020-12-21 08:47:41 main:581] : INFO : Epoch 818 | loss: 0.0311522 | val_loss: 0.0311934 | Time: 1388.39 ms [2020-12-21 08:47:43 main:581] : INFO : Epoch 819 | loss: 0.0311525 | val_loss: 0.0311817 | Time: 1385.43 ms [2020-12-21 08:47:44 main:581] : INFO : Epoch 820 | loss: 0.0311536 | val_loss: 0.0311623 | Time: 1394.45 ms [2020-12-21 08:47:45 main:581] : INFO : Epoch 821 | loss: 0.031153 | val_loss: 0.0311623 | Time: 1395.25 ms [2020-12-21 08:47:47 main:581] : INFO : Epoch 822 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 1388.46 ms [2020-12-21 08:47:48 main:581] : INFO : Epoch 823 | loss: 0.0311512 | val_loss: 0.0311648 | Time: 1389.55 ms [2020-12-21 08:47:50 main:581] : INFO : Epoch 824 | loss: 0.0311506 | val_loss: 0.0311675 | Time: 1394.27 ms [2020-12-21 08:47:51 main:581] : INFO : Epoch 825 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 1390.93 ms [2020-12-21 08:47:52 main:581] : INFO : Epoch 826 | loss: 0.0311507 | val_loss: 0.0311649 | Time: 1393.14 ms [2020-12-21 08:47:54 main:581] : INFO : Epoch 827 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 1390.02 ms [2020-12-21 08:47:55 main:581] : INFO : Epoch 828 | loss: 0.0311492 | val_loss: 0.0311634 | Time: 1388.56 ms [2020-12-21 08:47:57 main:581] : INFO : Epoch 829 | loss: 0.0311492 | val_loss: 0.0311663 | Time: 1394.39 ms [2020-12-21 08:47:58 main:581] : INFO : Epoch 830 | loss: 0.0311497 | val_loss: 0.0311639 | Time: 1389.92 ms [2020-12-21 08:47:59 main:581] : INFO : Epoch 831 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 1393.73 ms [2020-12-21 08:48:01 main:581] : INFO : Epoch 832 | loss: 0.031151 | val_loss: 0.031164 | Time: 1387.05 ms [2020-12-21 08:48:02 main:581] : INFO : Epoch 833 | loss: 0.0311506 | val_loss: 0.031166 | Time: 1389.26 ms [2020-12-21 08:48:04 main:581] : INFO : Epoch 834 | loss: 0.0311482 | val_loss: 0.0311646 | Time: 1403.23 ms [2020-12-21 08:48:05 main:581] : INFO : Epoch 835 | loss: 0.0311494 | val_loss: 0.0311658 | Time: 1396.02 ms [2020-12-21 08:48:06 main:581] : INFO : Epoch 836 | loss: 0.0311502 | val_loss: 0.0311635 | Time: 1387.83 ms [2020-12-21 08:48:08 main:581] : INFO : Epoch 837 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 1385.66 ms [2020-12-21 08:48:09 main:581] : INFO : Epoch 838 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 1395.39 ms [2020-12-21 08:48:11 main:581] : INFO : Epoch 839 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 1397.49 ms [2020-12-21 08:48:12 main:581] : INFO : Epoch 840 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 1411.67 ms [2020-12-21 08:48:13 main:581] : INFO : Epoch 841 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 1398.98 ms [2020-12-21 08:48:15 main:581] : INFO : Epoch 842 | loss: 0.0311483 | val_loss: 0.0311623 | Time: 1395.5 ms [2020-12-21 08:48:16 main:581] : INFO : Epoch 843 | loss: 0.0311472 | val_loss: 0.031162 | Time: 1423.64 ms [2020-12-21 08:48:18 main:581] : INFO : Epoch 844 | loss: 0.0311513 | val_loss: 0.0311664 | Time: 1400.69 ms [2020-12-21 08:48:19 main:581] : INFO : Epoch 845 | loss: 0.031155 | val_loss: 0.0311653 | Time: 1399.19 ms [2020-12-21 08:48:20 main:581] : INFO : Epoch 846 | loss: 0.0311553 | val_loss: 0.0311685 | Time: 1399.39 ms [2020-12-21 08:48:22 main:581] : INFO : Epoch 847 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1417.51 ms [2020-12-21 08:48:23 main:581] : INFO : Epoch 848 | loss: 0.0311531 | val_loss: 0.0311741 | Time: 1404.72 ms [2020-12-21 08:48:25 main:581] : INFO : Epoch 849 | loss: 0.0311594 | val_loss: 0.0311712 | Time: 1405.59 ms [2020-12-21 08:48:26 main:581] : INFO : Epoch 850 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 1399.98 ms [2020-12-21 08:48:27 main:581] : INFO : Epoch 851 | loss: 0.0311536 | val_loss: 0.0311658 | Time: 1382.78 ms [2020-12-21 08:48:29 main:581] : INFO : Epoch 852 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 1412.07 ms [2020-12-21 08:48:30 main:581] : INFO : Epoch 853 | loss: 0.0311527 | val_loss: 0.0311676 | Time: 1399.6 ms [2020-12-21 08:48:32 main:581] : INFO : Epoch 854 | loss: 0.0311533 | val_loss: 0.03117 | Time: 1414.64 ms [2020-12-21 08:48:33 main:581] : INFO : Epoch 855 | loss: 0.031152 | val_loss: 0.0311664 | Time: 1407.9 ms [2020-12-21 08:48:34 main:581] : INFO : Epoch 856 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 1413.46 ms [2020-12-21 08:48:36 main:581] : INFO : Epoch 857 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 1392.4 ms [2020-12-21 08:48:37 main:581] : INFO : Epoch 858 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 1401.25 ms [2020-12-21 08:48:39 main:581] : INFO : Epoch 859 | loss: 0.0311517 | val_loss: 0.0311703 | Time: 1394.55 ms [2020-12-21 08:48:40 main:581] : INFO : Epoch 860 | loss: 0.031153 | val_loss: 0.0311679 | Time: 1406.53 ms [2020-12-21 08:48:41 main:581] : INFO : Epoch 861 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 1418.56 ms [2020-12-21 08:48:43 main:581] : INFO : Epoch 862 | loss: 0.0311497 | val_loss: 0.0311674 | Time: 1412.59 ms [2020-12-21 08:48:44 main:581] : INFO : Epoch 863 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 1421.94 ms [2020-12-21 08:48:46 main:581] : INFO : Epoch 864 | loss: 0.0311498 | val_loss: 0.0311682 | Time: 1410.02 ms [2020-12-21 08:48:47 main:581] : INFO : Epoch 865 | loss: 0.0311491 | val_loss: 0.031165 | Time: 1415.7 ms [2020-12-21 08:48:48 main:581] : INFO : Epoch 866 | loss: 0.0311481 | val_loss: 0.0311656 | Time: 1415.19 ms [2020-12-21 08:48:50 main:581] : INFO : Epoch 867 | loss: 0.031149 | val_loss: 0.0311655 | Time: 1396.06 ms [2020-12-21 08:48:51 main:581] : INFO : Epoch 868 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 1423.66 ms [2020-12-21 08:48:53 main:581] : INFO : Epoch 869 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 1389.72 ms [2020-12-21 08:48:54 main:581] : INFO : Epoch 870 | loss: 0.0311473 | val_loss: 0.0311665 | Time: 1400.91 ms [2020-12-21 08:48:55 main:581] : INFO : Epoch 871 | loss: 0.031148 | val_loss: 0.0311666 | Time: 1397.03 ms [2020-12-21 08:48:57 main:581] : INFO : Epoch 872 | loss: 0.0311473 | val_loss: 0.0311689 | Time: 1447.48 ms [2020-12-21 08:48:58 main:581] : INFO : Epoch 873 | loss: 0.0311476 | val_loss: 0.03117 | Time: 1412.06 ms [2020-12-21 08:49:00 main:581] : INFO : Epoch 874 | loss: 0.0311481 | val_loss: 0.0311652 | Time: 1411.2 ms [2020-12-21 08:49:01 main:581] : INFO : Epoch 875 | loss: 0.0311484 | val_loss: 0.0311777 | Time: 1418.39 ms [2020-12-21 08:49:03 main:581] : INFO : Epoch 876 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 1411.27 ms [2020-12-21 08:49:04 main:581] : INFO : Epoch 877 | loss: 0.0311467 | val_loss: 0.0311661 | Time: 1406.64 ms [2020-12-21 08:49:05 main:581] : INFO : Epoch 878 | loss: 0.0311467 | val_loss: 0.0311702 | Time: 1404.57 ms [2020-12-21 08:49:07 main:581] : INFO : Epoch 879 | loss: 0.0311477 | val_loss: 0.0311689 | Time: 1416.22 ms [2020-12-21 08:49:08 main:581] : INFO : Epoch 880 | loss: 0.0311459 | val_loss: 0.0311708 | Time: 1403.25 ms [2020-12-21 08:49:10 main:581] : INFO : Epoch 881 | loss: 0.031147 | val_loss: 0.0311654 | Time: 1433.36 ms [2020-12-21 08:49:11 main:581] : INFO : Epoch 882 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 1422.38 ms [2020-12-21 08:49:12 main:581] : INFO : Epoch 883 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 1408.58 ms [2020-12-21 08:49:14 main:581] : INFO : Epoch 884 | loss: 0.0311453 | val_loss: 0.031165 | Time: 1416.88 ms [2020-12-21 08:49:15 main:581] : INFO : Epoch 885 | loss: 0.0311479 | val_loss: 0.0311626 | Time: 1418.87 ms [2020-12-21 08:49:17 main:581] : INFO : Epoch 886 | loss: 0.0311473 | val_loss: 0.0311641 | Time: 1407.37 ms [2020-12-21 08:49:18 main:581] : INFO : Epoch 887 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 1404.99 ms [2020-12-21 08:49:20 main:581] : INFO : Epoch 888 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 1437.76 ms [2020-12-21 08:49:21 main:581] : INFO : Epoch 889 | loss: 0.0311458 | val_loss: 0.0311684 | Time: 1439.62 ms [2020-12-21 08:49:22 main:581] : INFO : Epoch 890 | loss: 0.0311449 | val_loss: 0.0311654 | Time: 1425.47 ms [2020-12-21 08:49:24 main:581] : INFO : Epoch 891 | loss: 0.0311451 | val_loss: 0.0311671 | Time: 1440.26 ms [2020-12-21 08:49:25 main:581] : INFO : Epoch 892 | loss: 0.0311456 | val_loss: 0.0311671 | Time: 1423.28 ms [2020-12-21 08:49:27 main:581] : INFO : Epoch 893 | loss: 0.0311465 | val_loss: 0.0311686 | Time: 1416.24 ms [2020-12-21 08:49:28 main:581] : INFO : Epoch 894 | loss: 0.0311468 | val_loss: 0.0311701 | Time: 1411.4 ms [2020-12-21 08:49:30 main:581] : INFO : Epoch 895 | loss: 0.0311465 | val_loss: 0.031168 | Time: 1409.06 ms [2020-12-21 08:49:31 main:581] : INFO : Epoch 896 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 1445.31 ms [2020-12-21 08:49:32 main:581] : INFO : Epoch 897 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 1427.65 ms [2020-12-21 08:49:34 main:581] : INFO : Epoch 898 | loss: 0.0311486 | val_loss: 0.0311643 | Time: 1423.74 ms [2020-12-21 08:49:35 main:581] : INFO : Epoch 899 | loss: 0.0311461 | val_loss: 0.0311628 | Time: 1435.92 ms [2020-12-21 08:49:37 main:581] : INFO : Epoch 900 | loss: 0.0311467 | val_loss: 0.031165 | Time: 1404.13 ms [2020-12-21 08:49:38 main:581] : INFO : Epoch 901 | loss: 0.0311465 | val_loss: 0.0311655 | Time: 1417.87 ms [2020-12-21 08:49:40 main:581] : INFO : Epoch 902 | loss: 0.0311468 | val_loss: 0.0311651 | Time: 1443.31 ms [2020-12-21 08:49:41 main:581] : INFO : Epoch 903 | loss: 0.0311472 | val_loss: 0.031165 | Time: 1415.73 ms [2020-12-21 08:49:42 main:581] : INFO : Epoch 904 | loss: 0.0311456 | val_loss: 0.0311655 | Time: 1418.25 ms [2020-12-21 08:49:44 main:581] : INFO : Epoch 905 | loss: 0.0311475 | val_loss: 0.0311744 | Time: 1434 ms [2020-12-21 08:49:45 main:581] : INFO : Epoch 906 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 1412.31 ms [2020-12-21 08:49:47 main:581] : INFO : Epoch 907 | loss: 0.0311449 | val_loss: 0.0311667 | Time: 1435.76 ms [2020-12-21 08:49:48 main:581] : INFO : Epoch 908 | loss: 0.0311448 | val_loss: 0.0311655 | Time: 1406.37 ms [2020-12-21 08:49:49 main:581] : INFO : Epoch 909 | loss: 0.0311453 | val_loss: 0.0311639 | Time: 1410.78 ms [2020-12-21 08:49:51 main:581] : INFO : Epoch 910 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 1451.68 ms [2020-12-21 08:49:52 main:581] : INFO : Epoch 911 | loss: 0.0311445 | val_loss: 0.0311651 | Time: 1412.2 ms [2020-12-21 08:49:54 main:581] : INFO : Epoch 912 | loss: 0.0311438 | val_loss: 0.031169 | Time: 1406.92 ms [2020-12-21 08:49:55 main:581] : INFO : Epoch 913 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 1411.77 ms [2020-12-21 08:49:57 main:581] : INFO : Epoch 914 | loss: 0.0311487 | val_loss: 0.0311702 | Time: 1412.28 ms [2020-12-21 08:49:58 main:581] : INFO : Epoch 915 | loss: 0.0311465 | val_loss: 0.0311674 | Time: 1415.77 ms [2020-12-21 08:49:59 main:581] : INFO : Epoch 916 | loss: 0.0311471 | val_loss: 0.0311678 | Time: 1396.32 ms [2020-12-21 08:50:01 main:581] : INFO : Epoch 917 | loss: 0.0311451 | val_loss: 0.0311664 | Time: 1419.48 ms [2020-12-21 08:50:02 main:581] : INFO : Epoch 918 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 1408.29 ms [2020-12-21 08:50:04 main:581] : INFO : Epoch 919 | loss: 0.0311454 | val_loss: 0.0311722 | Time: 1402.7 ms [2020-12-21 08:50:05 main:581] : INFO : Epoch 920 | loss: 0.0311463 | val_loss: 0.0311735 | Time: 1420.78 ms [2020-12-21 08:50:06 main:581] : INFO : Epoch 921 | loss: 0.0311466 | val_loss: 0.0311674 | Time: 1404.37 ms [2020-12-21 08:50:08 main:581] : INFO : Epoch 922 | loss: 0.0311467 | val_loss: 0.031171 | Time: 1412.75 ms [2020-12-21 08:50:09 main:581] : INFO : Epoch 923 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 1422.21 ms [2020-12-21 08:50:11 main:581] : INFO : Epoch 924 | loss: 0.031149 | val_loss: 0.0311705 | Time: 1425.56 ms [2020-12-21 08:50:12 main:581] : INFO : Epoch 925 | loss: 0.0311458 | val_loss: 0.0311694 | Time: 1419.63 ms [2020-12-21 08:50:14 main:581] : INFO : Epoch 926 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 1418.37 ms [2020-12-21 08:50:15 main:581] : INFO : Epoch 927 | loss: 0.0311437 | val_loss: 0.0311692 | Time: 1420.72 ms [2020-12-21 08:50:16 main:581] : INFO : Epoch 928 | loss: 0.0311449 | val_loss: 0.0311698 | Time: 1427 ms [2020-12-21 08:50:18 main:581] : INFO : Epoch 929 | loss: 0.0311443 | val_loss: 0.0311674 | Time: 1434.55 ms [2020-12-21 08:50:19 main:581] : INFO : Epoch 930 | loss: 0.0311476 | val_loss: 0.0311662 | Time: 1406.41 ms [2020-12-21 08:50:21 main:581] : INFO : Epoch 931 | loss: 0.0311467 | val_loss: 0.0311647 | Time: 1414.66 ms [2020-12-21 08:50:22 main:581] : INFO : Epoch 932 | loss: 0.0311464 | val_loss: 0.0311682 | Time: 1427.69 ms [2020-12-21 08:50:23 main:581] : INFO : Epoch 933 | loss: 0.0311481 | val_loss: 0.0311626 | Time: 1396.28 ms [2020-12-21 08:50:25 main:581] : INFO : Epoch 934 | loss: 0.0311458 | val_loss: 0.0311644 | Time: 1413.25 ms [2020-12-21 08:50:26 main:581] : INFO : Epoch 935 | loss: 0.0311458 | val_loss: 0.0311677 | Time: 1427.08 ms [2020-12-21 08:50:28 main:581] : INFO : Epoch 936 | loss: 0.0311448 | val_loss: 0.0311706 | Time: 1418.79 ms [2020-12-21 08:50:29 main:581] : INFO : Epoch 937 | loss: 0.0311451 | val_loss: 0.0311674 | Time: 1424.71 ms [2020-12-21 08:50:31 main:581] : INFO : Epoch 938 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1426.72 ms [2020-12-21 08:50:32 main:581] : INFO : Epoch 939 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 1419.82 ms [2020-12-21 08:50:33 main:581] : INFO : Epoch 940 | loss: 0.0311429 | val_loss: 0.0311629 | Time: 1420.29 ms [2020-12-21 08:50:35 main:581] : INFO : Epoch 941 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 1436.15 ms [2020-12-21 08:50:36 main:581] : INFO : Epoch 942 | loss: 0.0311468 | val_loss: 0.0311626 | Time: 1441.95 ms [2020-12-21 08:50:38 main:581] : INFO : Epoch 943 | loss: 0.0311448 | val_loss: 0.0311683 | Time: 1424.74 ms [2020-12-21 08:50:39 main:581] : INFO : Epoch 944 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 1415.69 ms [2020-12-21 08:50:41 main:581] : INFO : Epoch 945 | loss: 0.0311461 | val_loss: 0.0311612 | Time: 1415.78 ms [2020-12-21 08:50:42 main:581] : INFO : Epoch 946 | loss: 0.0311439 | val_loss: 0.0311609 | Time: 1429.58 ms [2020-12-21 08:50:43 main:581] : INFO : Epoch 947 | loss: 0.0311431 | val_loss: 0.03116 | Time: 1412.97 ms [2020-12-21 08:50:45 main:581] : INFO : Epoch 948 | loss: 0.031146 | val_loss: 0.031164 | Time: 1406.48 ms [2020-12-21 08:50:46 main:581] : INFO : Epoch 949 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 1423.87 ms [2020-12-21 08:50:48 main:581] : INFO : Epoch 950 | loss: 0.0311447 | val_loss: 0.0311637 | Time: 1421.36 ms [2020-12-21 08:50:49 main:581] : INFO : Epoch 951 | loss: 0.0311452 | val_loss: 0.0311651 | Time: 1475.53 ms [2020-12-21 08:50:51 main:581] : INFO : Epoch 952 | loss: 0.0311448 | val_loss: 0.0311597 | Time: 1414.73 ms [2020-12-21 08:50:52 main:581] : INFO : Epoch 953 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 1410.68 ms [2020-12-21 08:50:53 main:581] : INFO : Epoch 954 | loss: 0.0311449 | val_loss: 0.0311624 | Time: 1414.82 ms [2020-12-21 08:50:55 main:581] : INFO : Epoch 955 | loss: 0.0311438 | val_loss: 0.0311675 | Time: 1407.34 ms [2020-12-21 08:50:56 main:581] : INFO : Epoch 956 | loss: 0.0311456 | val_loss: 0.031164 | Time: 1445.72 ms [2020-12-21 08:50:58 main:581] : INFO : Epoch 957 | loss: 0.0311467 | val_loss: 0.0311683 | Time: 1424.01 ms [2020-12-21 08:50:59 main:581] : INFO : Epoch 958 | loss: 0.0311443 | val_loss: 0.0311641 | Time: 1414.41 ms [2020-12-21 08:51:00 main:581] : INFO : Epoch 959 | loss: 0.0311435 | val_loss: 0.0311651 | Time: 1423.46 ms [2020-12-21 08:51:02 main:581] : INFO : Epoch 960 | loss: 0.0311451 | val_loss: 0.0311721 | Time: 1431.54 ms [2020-12-21 08:51:03 main:581] : INFO : Epoch 961 | loss: 0.0311457 | val_loss: 0.031163 | Time: 1431 ms [2020-12-21 08:51:05 main:581] : INFO : Epoch 962 | loss: 0.0311425 | val_loss: 0.0311662 | Time: 1411.36 ms [2020-12-21 08:51:06 main:581] : INFO : Epoch 963 | loss: 0.0311473 | val_loss: 0.0311634 | Time: 1413.57 ms [2020-12-21 08:51:08 main:581] : INFO : Epoch 964 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 1404.8 ms [2020-12-21 08:51:09 main:581] : INFO : Epoch 965 | loss: 0.0311491 | val_loss: 0.0311627 | Time: 1391.93 ms [2020-12-21 08:51:10 main:581] : INFO : Epoch 966 | loss: 0.0311466 | val_loss: 0.0311626 | Time: 1443.31 ms [2020-12-21 08:51:12 main:581] : INFO : Epoch 967 | loss: 0.0311458 | val_loss: 0.0311602 | Time: 1427.81 ms [2020-12-21 08:51:13 main:581] : INFO : Epoch 968 | loss: 0.0311473 | val_loss: 0.0311652 | Time: 1412.42 ms [2020-12-21 08:51:15 main:581] : INFO : Epoch 969 | loss: 0.0311474 | val_loss: 0.0311664 | Time: 1444.3 ms [2020-12-21 08:51:16 main:581] : INFO : Epoch 970 | loss: 0.0311496 | val_loss: 0.0311677 | Time: 1401.43 ms [2020-12-21 08:51:18 main:581] : INFO : Epoch 971 | loss: 0.0311492 | val_loss: 0.0311648 | Time: 1426.45 ms [2020-12-21 08:51:19 main:581] : INFO : Epoch 972 | loss: 0.0311476 | val_loss: 0.0311683 | Time: 1441.15 ms [2020-12-21 08:51:20 main:581] : INFO : Epoch 973 | loss: 0.0311464 | val_loss: 0.0311663 | Time: 1447.01 ms [2020-12-21 08:51:22 main:581] : INFO : Epoch 974 | loss: 0.031147 | val_loss: 0.0311686 | Time: 1452.05 ms [2020-12-21 08:51:23 main:581] : INFO : Epoch 975 | loss: 0.0311468 | val_loss: 0.0311658 | Time: 1455.03 ms [2020-12-21 08:51:25 main:581] : INFO : Epoch 976 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 1458.75 ms [2020-12-21 08:51:26 main:581] : INFO : Epoch 977 | loss: 0.0311452 | val_loss: 0.0311611 | Time: 1442.77 ms [2020-12-21 08:51:28 main:581] : INFO : Epoch 978 | loss: 0.0311449 | val_loss: 0.031165 | Time: 1457.95 ms [2020-12-21 08:51:29 main:581] : INFO : Epoch 979 | loss: 0.0311454 | val_loss: 0.0311638 | Time: 1457.86 ms [2020-12-21 08:51:31 main:581] : INFO : Epoch 980 | loss: 0.0311457 | val_loss: 0.031164 | Time: 1466.02 ms [2020-12-21 08:51:32 main:581] : INFO : Epoch 981 | loss: 0.0311458 | val_loss: 0.0311654 | Time: 1463.69 ms [2020-12-21 08:51:34 main:581] : INFO : Epoch 982 | loss: 0.031146 | val_loss: 0.0311663 | Time: 1443.15 ms [2020-12-21 08:51:35 main:581] : INFO : Epoch 983 | loss: 0.0311457 | val_loss: 0.031165 | Time: 1440.52 ms [2020-12-21 08:51:36 main:581] : INFO : Epoch 984 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 1457.06 ms [2020-12-21 08:51:38 main:581] : INFO : Epoch 985 | loss: 0.0311451 | val_loss: 0.0311631 | Time: 1445.71 ms [2020-12-21 08:51:39 main:581] : INFO : Epoch 986 | loss: 0.0311455 | val_loss: 0.0311644 | Time: 1402.93 ms [2020-12-21 08:51:41 main:581] : INFO : Epoch 987 | loss: 0.031146 | val_loss: 0.0311651 | Time: 1394.53 ms [2020-12-21 08:51:42 main:581] : INFO : Epoch 988 | loss: 0.0311443 | val_loss: 0.0311634 | Time: 1384.65 ms [2020-12-21 08:51:43 main:581] : INFO : Epoch 989 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 1401.05 ms [2020-12-21 08:51:45 main:581] : INFO : Epoch 990 | loss: 0.031145 | val_loss: 0.0311646 | Time: 1384.1 ms [2020-12-21 08:51:46 main:581] : INFO : Epoch 991 | loss: 0.0311443 | val_loss: 0.0311637 | Time: 1384.33 ms [2020-12-21 08:51:48 main:581] : INFO : Epoch 992 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 1390.06 ms [2020-12-21 08:51:49 main:581] : INFO : Epoch 993 | loss: 0.0311444 | val_loss: 0.0311644 | Time: 1380.21 ms [2020-12-21 08:51:50 main:581] : INFO : Epoch 994 | loss: 0.0311443 | val_loss: 0.0311646 | Time: 1391.24 ms [2020-12-21 08:51:52 main:581] : INFO : Epoch 995 | loss: 0.031144 | val_loss: 0.0311661 | Time: 1382.88 ms [2020-12-21 08:51:53 main:581] : INFO : Epoch 996 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 1409.42 ms [2020-12-21 08:51:55 main:581] : INFO : Epoch 997 | loss: 0.031143 | val_loss: 0.031161 | Time: 1383.91 ms [2020-12-21 08:51:56 main:581] : INFO : Epoch 998 | loss: 0.0311416 | val_loss: 0.0311611 | Time: 1384.79 ms [2020-12-21 08:51:57 main:581] : INFO : Epoch 999 | loss: 0.0311423 | val_loss: 0.031162 | Time: 1431.66 ms [2020-12-21 08:51:59 main:581] : INFO : Epoch 1000 | loss: 0.0311424 | val_loss: 0.0311644 | Time: 1398.47 ms [2020-12-21 08:52:00 main:581] : INFO : Epoch 1001 | loss: 0.0311428 | val_loss: 0.0311615 | Time: 1393.31 ms [2020-12-21 08:52:02 main:581] : INFO : Epoch 1002 | loss: 0.0311417 | val_loss: 0.0311629 | Time: 1401.15 ms [2020-12-21 08:52:03 main:581] : INFO : Epoch 1003 | loss: 0.0311446 | val_loss: 0.03116 | Time: 1412.03 ms [2020-12-21 08:52:04 main:581] : INFO : Epoch 1004 | loss: 0.0311421 | val_loss: 0.0311607 | Time: 1418.22 ms [2020-12-21 08:52:06 main:581] : INFO : Epoch 1005 | loss: 0.0311466 | val_loss: 0.0311627 | Time: 1391.2 ms [2020-12-21 08:52:07 main:581] : INFO : Epoch 1006 | loss: 0.0311509 | val_loss: 0.0311629 | Time: 1394.41 ms [2020-12-21 08:52:09 main:581] : INFO : Epoch 1007 | loss: 0.0311481 | val_loss: 0.0311637 | Time: 1421.69 ms [2020-12-21 08:52:10 main:581] : INFO : Epoch 1008 | loss: 0.0311466 | val_loss: 0.0311629 | Time: 1411.98 ms [2020-12-21 08:52:11 main:581] : INFO : Epoch 1009 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 1394.95 ms [2020-12-21 08:52:13 main:581] : INFO : Epoch 1010 | loss: 0.0311464 | val_loss: 0.0311613 | Time: 1399.57 ms [2020-12-21 08:52:14 main:581] : INFO : Epoch 1011 | loss: 0.0311462 | val_loss: 0.0311611 | Time: 1403.74 ms [2020-12-21 08:52:16 main:581] : INFO : Epoch 1012 | loss: 0.0311458 | val_loss: 0.0311638 | Time: 1408.19 ms [2020-12-21 08:52:17 main:581] : INFO : Epoch 1013 | loss: 0.0311465 | val_loss: 0.031164 | Time: 1395.48 ms [2020-12-21 08:52:18 main:581] : INFO : Epoch 1014 | loss: 0.0311459 | val_loss: 0.0311636 | Time: 1415.8 ms [2020-12-21 08:52:20 main:581] : INFO : Epoch 1015 | loss: 0.0311464 | val_loss: 0.0311609 | Time: 1395.66 ms [2020-12-21 08:52:21 main:581] : INFO : Epoch 1016 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 1406.6 ms [2020-12-21 08:52:23 main:581] : INFO : Epoch 1017 | loss: 0.0311482 | val_loss: 0.0311675 | Time: 1393.95 ms [2020-12-21 08:52:24 main:581] : INFO : Epoch 1018 | loss: 0.0311446 | val_loss: 0.0311607 | Time: 1398.8 ms [2020-12-21 08:52:25 main:581] : INFO : Epoch 1019 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 1398.12 ms [2020-12-21 08:52:27 main:581] : INFO : Epoch 1020 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 1407.86 ms [2020-12-21 08:52:28 main:581] : INFO : Epoch 1021 | loss: 0.0311452 | val_loss: 0.0311634 | Time: 1413.65 ms [2020-12-21 08:52:30 main:581] : INFO : Epoch 1022 | loss: 0.0311468 | val_loss: 0.0311667 | Time: 1397.8 ms [2020-12-21 08:52:31 main:581] : INFO : Epoch 1023 | loss: 0.0311473 | val_loss: 0.0311665 | Time: 1415.45 ms [2020-12-21 08:52:32 main:581] : INFO : Epoch 1024 | loss: 0.0311474 | val_loss: 0.0311651 | Time: 1399.96 ms [2020-12-21 08:52:32 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311651 [2020-12-21 08:52:32 main:610] : INFO : Saving end state to config to file [2020-12-21 08:52:32 main:615] : INFO : Success, exiting.. 08:52:32 (1448936): 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)