Task 3315004
| Name | ParityMachine-1605151993-21852-5_0 |
| Workunit | 1582523 |
| Created | 16 Dec 2020, 19:12:34 UTC |
| Sent | 20 Dec 2020, 5:48:42 UTC |
| Report deadline | 27 Dec 2020, 5:48:42 UTC |
| Received | 20 Dec 2020, 17:38:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 25 min 15 sec |
| CPU time | 25 min 12 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> : INFO : Epoch 510 | loss: 0.0310823 | val_loss: 0.0311406 | Time: 1495.75 ms [2020-12-20 12:16:05 main:581] : INFO : Epoch 511 | loss: 0.031082 | val_loss: 0.0311401 | Time: 1548.19 ms [2020-12-20 12:16:06 main:581] : INFO : Epoch 512 | loss: 0.0310806 | val_loss: 0.0311484 | Time: 1467.35 ms [2020-12-20 12:16:08 main:581] : INFO : Epoch 513 | loss: 0.0310835 | val_loss: 0.0311463 | Time: 1493.16 ms [2020-12-20 12:16:09 main:581] : INFO : Epoch 514 | loss: 0.0310875 | val_loss: 0.0311411 | Time: 1486.57 ms [2020-12-20 12:16:11 main:581] : INFO : Epoch 515 | loss: 0.0310892 | val_loss: 0.0311376 | Time: 1515.81 ms [2020-12-20 12:16:12 main:581] : INFO : Epoch 516 | loss: 0.031098 | val_loss: 0.0311368 | Time: 1473.48 ms [2020-12-20 12:16:13 main:581] : INFO : Epoch 517 | loss: 0.0310978 | val_loss: 0.0311401 | Time: 1486.45 ms [2020-12-20 12:16:15 main:581] : INFO : Epoch 518 | loss: 0.0310927 | val_loss: 0.0311376 | Time: 1471.29 ms [2020-12-20 12:16:16 main:581] : INFO : Epoch 519 | loss: 0.0310922 | val_loss: 0.0311404 | Time: 1506.11 ms [2020-12-20 12:16:18 main:581] : INFO : Epoch 520 | loss: 0.0310929 | val_loss: 0.0311397 | Time: 1494.26 ms [2020-12-20 12:16:19 main:581] : INFO : Epoch 521 | loss: 0.031092 | val_loss: 0.0311359 | Time: 1469.33 ms [2020-12-20 12:16:21 main:581] : INFO : Epoch 522 | loss: 0.0310918 | val_loss: 0.0311354 | Time: 1481.12 ms [2020-12-20 12:16:22 main:581] : INFO : Epoch 523 | loss: 0.0310909 | val_loss: 0.0311378 | Time: 1461.37 ms [2020-12-20 12:16:24 main:581] : INFO : Epoch 524 | loss: 0.0310878 | val_loss: 0.0311435 | Time: 1454.66 ms [2020-12-20 12:16:25 main:581] : INFO : Epoch 525 | loss: 0.0310843 | val_loss: 0.0311423 | Time: 1468.79 ms [2020-12-20 12:16:27 main:581] : INFO : Epoch 526 | loss: 0.0310875 | val_loss: 0.0311474 | Time: 1483.99 ms [2020-12-20 12:16:28 main:581] : INFO : Epoch 527 | loss: 0.0310873 | val_loss: 0.0311467 | Time: 1464.61 ms [2020-12-20 12:16:30 main:581] : INFO : Epoch 528 | loss: 0.0310878 | val_loss: 0.0311384 | Time: 1469.73 ms [2020-12-20 12:16:31 main:581] : INFO : Epoch 529 | loss: 0.0310856 | val_loss: 0.0311415 | Time: 1460.69 ms [2020-12-20 12:16:33 main:581] : INFO : Epoch 530 | loss: 0.031083 | val_loss: 0.0311419 | Time: 1453.7 ms [2020-12-20 12:16:34 main:581] : INFO : Epoch 531 | loss: 0.0310787 | val_loss: 0.0311441 | Time: 1517 ms [2020-12-20 12:16:36 main:581] : INFO : Epoch 532 | loss: 0.0310816 | val_loss: 0.0311474 | Time: 1500.63 ms [2020-12-20 12:16:37 main:581] : INFO : Epoch 533 | loss: 0.0310829 | val_loss: 0.0311468 | Time: 1499.22 ms [2020-12-20 12:16:39 main:581] : INFO : Epoch 534 | loss: 0.0310811 | val_loss: 0.0311521 | Time: 1460.79 ms [2020-12-20 12:16:40 main:581] : INFO : Epoch 535 | loss: 0.031082 | val_loss: 0.0311461 | Time: 1457.2 ms [2020-12-20 12:16:42 main:581] : INFO : Epoch 536 | loss: 0.0310839 | val_loss: 0.031142 | Time: 1471.72 ms [2020-12-20 12:16:43 main:581] : INFO : Epoch 537 | loss: 0.0310839 | val_loss: 0.0311498 | Time: 1491.92 ms [2020-12-20 12:16:44 main:581] : INFO : Epoch 538 | loss: 0.0310817 | val_loss: 0.031151 | Time: 1477.65 ms [2020-12-20 12:16:46 main:581] : INFO : Epoch 539 | loss: 0.0310777 | val_loss: 0.0311451 | Time: 1525.19 ms [2020-12-20 12:16:48 main:581] : INFO : Epoch 540 | loss: 0.0310807 | val_loss: 0.0311424 | Time: 1528.69 ms [2020-12-20 12:16:49 main:581] : INFO : Epoch 541 | loss: 0.0310824 | val_loss: 0.0311395 | Time: 1506.37 ms [2020-12-20 12:16:51 main:581] : INFO : Epoch 542 | loss: 0.0310866 | val_loss: 0.0311399 | Time: 1490.98 ms [2020-12-20 12:16:52 main:581] : INFO : Epoch 543 | loss: 0.0310832 | val_loss: 0.031142 | Time: 1482.47 ms [2020-12-20 12:16:54 main:581] : INFO : Epoch 544 | loss: 0.0310798 | val_loss: 0.0311381 | Time: 1494.27 ms [2020-12-20 12:16:55 main:581] : INFO : Epoch 545 | loss: 0.0310851 | val_loss: 0.0311348 | Time: 1508.81 ms [2020-12-20 12:16:57 main:581] : INFO : Epoch 546 | loss: 0.0310834 | val_loss: 0.0311443 | Time: 1477.63 ms [2020-12-20 12:16:58 main:581] : INFO : Epoch 547 | loss: 0.0310803 | val_loss: 0.0311469 | Time: 1470.49 ms [2020-12-20 12:16:59 main:581] : INFO : Epoch 548 | loss: 0.0310837 | val_loss: 0.0311435 | Time: 1478.72 ms [2020-12-20 12:17:01 main:581] : INFO : Epoch 549 | loss: 0.0310827 | val_loss: 0.0311482 | Time: 1461.64 ms [2020-12-20 12:17:02 main:581] : INFO : Epoch 550 | loss: 0.0310814 | val_loss: 0.0311404 | Time: 1462.24 ms [2020-12-20 12:17:04 main:581] : INFO : Epoch 551 | loss: 0.0310834 | val_loss: 0.0311458 | Time: 1477.82 ms [2020-12-20 12:17:05 main:581] : INFO : Epoch 552 | loss: 0.0310874 | val_loss: 0.0311412 | Time: 1476.38 ms [2020-12-20 12:17:07 main:581] : INFO : Epoch 553 | loss: 0.0310875 | val_loss: 0.0311429 | Time: 1461.45 ms [2020-12-20 12:17:08 main:581] : INFO : Epoch 554 | loss: 0.0310855 | val_loss: 0.0311437 | Time: 1462.98 ms [2020-12-20 12:17:10 main:581] : INFO : Epoch 555 | loss: 0.0310804 | val_loss: 0.0311446 | Time: 1473.5 ms [2020-12-20 12:17:11 main:581] : INFO : Epoch 556 | loss: 0.0310779 | val_loss: 0.0311464 | Time: 1477.84 ms [2020-12-20 12:17:13 main:581] : INFO : Epoch 557 | loss: 0.0310784 | val_loss: 0.0311505 | Time: 1498.06 ms [2020-12-20 12:17:14 main:581] : INFO : Epoch 558 | loss: 0.0310841 | val_loss: 0.0311476 | Time: 1456.42 ms [2020-12-20 12:17:16 main:581] : INFO : Epoch 559 | loss: 0.031092 | val_loss: 0.0311524 | Time: 1505.87 ms [2020-12-20 12:17:17 main:581] : INFO : Epoch 560 | loss: 0.031096 | val_loss: 0.0311428 | Time: 1511.05 ms [2020-12-20 12:17:19 main:581] : INFO : Epoch 561 | loss: 0.0310898 | val_loss: 0.0311348 | Time: 1467.06 ms [2020-12-20 12:17:20 main:581] : INFO : Epoch 562 | loss: 0.0310852 | val_loss: 0.0311434 | Time: 1450.93 ms [2020-12-20 12:17:22 main:581] : INFO : Epoch 563 | loss: 0.0310833 | val_loss: 0.0311417 | Time: 1494.87 ms [2020-12-20 12:17:23 main:581] : INFO : Epoch 564 | loss: 0.0310847 | val_loss: 0.0311447 | Time: 1484.21 ms [2020-12-20 12:17:25 main:581] : INFO : Epoch 565 | loss: 0.0310863 | val_loss: 0.0311412 | Time: 1502.13 ms [2020-12-20 12:17:26 main:581] : INFO : Epoch 566 | loss: 0.0310858 | val_loss: 0.0311399 | Time: 1481.13 ms [2020-12-20 12:17:28 main:581] : INFO : Epoch 567 | loss: 0.0310867 | val_loss: 0.031141 | Time: 1472.89 ms [2020-12-20 12:17:29 main:581] : INFO : Epoch 568 | loss: 0.0310821 | val_loss: 0.0311499 | Time: 1464.27 ms [2020-12-20 12:17:30 main:581] : INFO : Epoch 569 | loss: 0.0310839 | val_loss: 0.0311402 | Time: 1461.89 ms [2020-12-20 12:17:32 main:581] : INFO : Epoch 570 | loss: 0.0310839 | val_loss: 0.0311423 | Time: 1503.27 ms [2020-12-20 12:17:33 main:581] : INFO : Epoch 571 | loss: 0.0310802 | val_loss: 0.03115 | Time: 1527.25 ms [2020-12-20 12:17:35 main:581] : INFO : Epoch 572 | loss: 0.0310795 | val_loss: 0.0311473 | Time: 1552.08 ms [2020-12-20 12:17:37 main:581] : INFO : Epoch 573 | loss: 0.0310774 | val_loss: 0.0311455 | Time: 1555.12 ms [2020-12-20 12:17:38 main:581] : INFO : Epoch 574 | loss: 0.031077 | val_loss: 0.0311525 | Time: 1522.67 ms [2020-12-20 12:17:40 main:581] : INFO : Epoch 575 | loss: 0.0310799 | val_loss: 0.0311426 | Time: 1499.71 ms [2020-12-20 12:17:41 main:581] : INFO : Epoch 576 | loss: 0.0310837 | val_loss: 0.0311442 | Time: 1514.21 ms [2020-12-20 12:17:43 main:581] : INFO : Epoch 577 | loss: 0.0310846 | val_loss: 0.0311506 | Time: 1502.52 ms [2020-12-20 12:17:44 main:581] : INFO : Epoch 578 | loss: 0.0310833 | val_loss: 0.0311547 | Time: 1543.27 ms [2020-12-20 12:17:46 main:581] : INFO : Epoch 579 | loss: 0.0310824 | val_loss: 0.0311484 | Time: 1542.37 ms [2020-12-20 12:17:47 main:581] : INFO : Epoch 580 | loss: 0.0310797 | val_loss: 0.0311468 | Time: 1535.55 ms [2020-12-20 12:17:49 main:581] : INFO : Epoch 581 | loss: 0.0310819 | val_loss: 0.0311499 | Time: 1501.27 ms [2020-12-20 12:17:50 main:581] : INFO : Epoch 582 | loss: 0.031083 | val_loss: 0.031144 | Time: 1503.17 ms [2020-12-20 12:17:52 main:581] : INFO : Epoch 583 | loss: 0.0310797 | val_loss: 0.0311426 | Time: 1526.27 ms [2020-12-20 12:17:53 main:581] : INFO : Epoch 584 | loss: 0.0310762 | val_loss: 0.0311505 | Time: 1522.73 ms [2020-12-20 12:17:55 main:581] : INFO : Epoch 585 | loss: 0.0310749 | val_loss: 0.0311483 | Time: 1464.03 ms [2020-12-20 12:17:56 main:581] : INFO : Epoch 586 | loss: 0.0310791 | val_loss: 0.0311457 | Time: 1507.09 ms [2020-12-20 12:17:58 main:581] : INFO : Epoch 587 | loss: 0.031071 | val_loss: 0.0311464 | Time: 1439.25 ms [2020-12-20 12:17:59 main:581] : INFO : Epoch 588 | loss: 0.031073 | val_loss: 0.0311427 | Time: 1429.44 ms [2020-12-20 12:18:01 main:581] : INFO : Epoch 589 | loss: 0.031075 | val_loss: 0.0311498 | Time: 1431.32 ms [2020-12-20 12:18:02 main:581] : INFO : Epoch 590 | loss: 0.0310735 | val_loss: 0.0311467 | Time: 1429.8 ms [2020-12-20 12:18:03 main:581] : INFO : Epoch 591 | loss: 0.0310742 | val_loss: 0.0311465 | Time: 1442.26 ms [2020-12-20 12:18:05 main:581] : INFO : Epoch 592 | loss: 0.0310776 | val_loss: 0.0311401 | Time: 1433.65 ms [2020-12-20 12:18:06 main:581] : INFO : Epoch 593 | loss: 0.0310735 | val_loss: 0.0311434 | Time: 1442 ms [2020-12-20 12:18:08 main:581] : INFO : Epoch 594 | loss: 0.0310724 | val_loss: 0.031145 | Time: 1439.2 ms [2020-12-20 12:18:09 main:581] : INFO : Epoch 595 | loss: 0.0310731 | val_loss: 0.0311439 | Time: 1429.73 ms [2020-12-20 12:18:11 main:581] : INFO : Epoch 596 | loss: 0.0310729 | val_loss: 0.0311423 | Time: 1432.92 ms [2020-12-20 12:18:12 main:581] : INFO : Epoch 597 | loss: 0.031072 | val_loss: 0.0311379 | Time: 1463.7 ms [2020-12-20 12:18:14 main:581] : INFO : Epoch 598 | loss: 0.0310721 | val_loss: 0.0311491 | Time: 1473.8 ms [2020-12-20 12:18:15 main:581] : INFO : Epoch 599 | loss: 0.0310743 | val_loss: 0.031153 | Time: 1524.97 ms [2020-12-20 12:18:17 main:581] : INFO : Epoch 600 | loss: 0.0310716 | val_loss: 0.0311505 | Time: 1479.65 ms [2020-12-20 12:18:18 main:581] : INFO : Epoch 601 | loss: 0.0310702 | val_loss: 0.0311576 | Time: 1456.77 ms [2020-12-20 12:18:20 main:581] : INFO : Epoch 602 | loss: 0.031076 | val_loss: 0.0311561 | Time: 1483.21 ms [2020-12-20 12:18:21 main:581] : INFO : Epoch 603 | loss: 0.0310787 | val_loss: 0.031144 | Time: 1457.54 ms [2020-12-20 12:18:22 main:581] : INFO : Epoch 604 | loss: 0.0310768 | val_loss: 0.0311428 | Time: 1468.2 ms [2020-12-20 12:18:24 main:581] : INFO : Epoch 605 | loss: 0.0310769 | val_loss: 0.0311538 | Time: 1470.44 ms [2020-12-20 12:18:25 main:581] : INFO : Epoch 606 | loss: 0.0310776 | val_loss: 0.0311394 | Time: 1490.82 ms [2020-12-20 12:18:27 main:581] : INFO : Epoch 607 | loss: 0.0310771 | val_loss: 0.0311494 | Time: 1476.16 ms [2020-12-20 12:18:28 main:581] : INFO : Epoch 608 | loss: 0.0310773 | val_loss: 0.0311463 | Time: 1471.59 ms [2020-12-20 12:18:30 main:581] : INFO : Epoch 609 | loss: 0.0310764 | val_loss: 0.0311495 | Time: 1486.79 ms [2020-12-20 12:18:31 main:581] : INFO : Epoch 610 | loss: 0.0310824 | val_loss: 0.0311557 | Time: 1495.37 ms [2020-12-20 12:18:33 main:581] : INFO : Epoch 611 | loss: 0.0310838 | val_loss: 0.0311552 | Time: 1508.98 ms [2020-12-20 12:18:34 main:581] : INFO : Epoch 612 | loss: 0.0310829 | val_loss: 0.0311446 | Time: 1491.17 ms [2020-12-20 12:18:36 main:581] : INFO : Epoch 613 | loss: 0.0310833 | val_loss: 0.0311501 | Time: 1490.72 ms [2020-12-20 12:18:37 main:581] : INFO : Epoch 614 | loss: 0.0310798 | val_loss: 0.0311468 | Time: 1488.9 ms [2020-12-20 12:18:39 main:581] : INFO : Epoch 615 | loss: 0.0310825 | val_loss: 0.0311416 | Time: 1467.64 ms [2020-12-20 12:18:40 main:581] : INFO : Epoch 616 | loss: 0.0310784 | val_loss: 0.0311492 | Time: 1449.72 ms [2020-12-20 12:18:42 main:581] : INFO : Epoch 617 | loss: 0.0310761 | val_loss: 0.0311579 | Time: 1465.33 ms [2020-12-20 12:18:43 main:581] : INFO : Epoch 618 | loss: 0.0310758 | val_loss: 0.0311471 | Time: 1478.68 ms [2020-12-20 12:18:45 main:581] : INFO : Epoch 619 | loss: 0.0310744 | val_loss: 0.0311475 | Time: 1460.81 ms [2020-12-20 12:18:46 main:581] : INFO : Epoch 620 | loss: 0.0310717 | val_loss: 0.0311566 | Time: 1456.6 ms [2020-12-20 12:18:48 main:581] : INFO : Epoch 621 | loss: 0.0310726 | val_loss: 0.0311513 | Time: 1493.13 ms [2020-12-20 12:18:49 main:581] : INFO : Epoch 622 | loss: 0.0310735 | val_loss: 0.0311451 | Time: 1506.41 ms [2020-12-20 12:18:51 main:581] : INFO : Epoch 623 | loss: 0.031073 | val_loss: 0.031151 | Time: 1503.92 ms [2020-12-20 12:18:52 main:581] : INFO : Epoch 624 | loss: 0.0310749 | val_loss: 0.0311511 | Time: 1542.95 ms [2020-12-20 12:18:54 main:581] : INFO : Epoch 625 | loss: 0.0310799 | val_loss: 0.0311407 | Time: 1495.2 ms [2020-12-20 12:18:55 main:581] : INFO : Epoch 626 | loss: 0.0310732 | val_loss: 0.0311564 | Time: 1504.96 ms [2020-12-20 12:18:57 main:581] : INFO : Epoch 627 | loss: 0.0310692 | val_loss: 0.0311491 | Time: 1528.64 ms [2020-12-20 12:18:58 main:581] : INFO : Epoch 628 | loss: 0.0310763 | val_loss: 0.0311603 | Time: 1492.5 ms [2020-12-20 12:19:00 main:581] : INFO : Epoch 629 | loss: 0.0310809 | val_loss: 0.0311559 | Time: 1492.44 ms [2020-12-20 12:19:01 main:581] : INFO : Epoch 630 | loss: 0.0310754 | val_loss: 0.0311456 | Time: 1474.9 ms [2020-12-20 12:19:03 main:581] : INFO : Epoch 631 | loss: 0.0310707 | val_loss: 0.0311456 | Time: 1489.98 ms [2020-12-20 12:19:04 main:581] : INFO : Epoch 632 | loss: 0.0310701 | val_loss: 0.0311561 | Time: 1460.59 ms [2020-12-20 12:19:06 main:581] : INFO : Epoch 633 | loss: 0.0310662 | val_loss: 0.031156 | Time: 1504.62 ms [2020-12-20 12:19:07 main:581] : INFO : Epoch 634 | loss: 0.0310692 | val_loss: 0.0311491 | Time: 1529.77 ms [2020-12-20 12:19:09 main:581] : INFO : Epoch 635 | loss: 0.0310741 | val_loss: 0.031156 | Time: 1536.65 ms [2020-12-20 12:19:10 main:581] : INFO : Epoch 636 | loss: 0.0310707 | val_loss: 0.031154 | Time: 1499.96 ms [2020-12-20 12:19:12 main:581] : INFO : Epoch 637 | loss: 0.0310705 | val_loss: 0.0311497 | Time: 1477.32 ms [2020-12-20 12:19:13 main:581] : INFO : Epoch 638 | loss: 0.0310758 | val_loss: 0.0311583 | Time: 1486.96 ms [2020-12-20 12:19:15 main:581] : INFO : Epoch 639 | loss: 0.0310767 | val_loss: 0.031153 | Time: 1471.57 ms [2020-12-20 12:19:16 main:581] : INFO : Epoch 640 | loss: 0.0310787 | val_loss: 0.031151 | Time: 1499.13 ms [2020-12-20 12:19:18 main:581] : INFO : Epoch 641 | loss: 0.0310826 | val_loss: 0.0311395 | Time: 1504.5 ms [2020-12-20 12:19:19 main:581] : INFO : Epoch 642 | loss: 0.031084 | val_loss: 0.031135 | Time: 1513.72 ms [2020-12-20 12:19:21 main:581] : INFO : Epoch 643 | loss: 0.031079 | val_loss: 0.0311399 | Time: 1511.39 ms [2020-12-20 12:19:22 main:581] : INFO : Epoch 644 | loss: 0.0310775 | val_loss: 0.0311372 | Time: 1496.21 ms [2020-12-20 12:19:24 main:581] : INFO : Epoch 645 | loss: 0.0310794 | val_loss: 0.0311397 | Time: 1519.61 ms [2020-12-20 12:19:25 main:581] : INFO : Epoch 646 | loss: 0.0310775 | val_loss: 0.0311416 | Time: 1481.02 ms [2020-12-20 12:19:27 main:581] : INFO : Epoch 647 | loss: 0.0310782 | val_loss: 0.0311417 | Time: 1491 ms [2020-12-20 12:19:28 main:581] : INFO : Epoch 648 | loss: 0.0310783 | val_loss: 0.0311391 | Time: 1490.07 ms [2020-12-20 12:19:30 main:581] : INFO : Epoch 649 | loss: 0.0310753 | val_loss: 0.0311487 | Time: 1485.93 ms [2020-12-20 12:19:31 main:581] : INFO : Epoch 650 | loss: 0.0310739 | val_loss: 0.0311456 | Time: 1490.55 ms [2020-12-20 12:19:33 main:581] : INFO : Epoch 651 | loss: 0.0310754 | val_loss: 0.0311452 | Time: 1479.76 ms [2020-12-20 12:19:34 main:581] : INFO : Epoch 652 | loss: 0.0310742 | val_loss: 0.0311486 | Time: 1496.81 ms [2020-12-20 12:19:36 main:581] : INFO : Epoch 653 | loss: 0.0310708 | val_loss: 0.0311468 | Time: 1494.69 ms [2020-12-20 12:19:37 main:581] : INFO : Epoch 654 | loss: 0.0310695 | val_loss: 0.031145 | Time: 1523.17 ms [2020-12-20 12:19:39 main:581] : INFO : Epoch 655 | loss: 0.0310734 | val_loss: 0.0311423 | Time: 1488.18 ms [2020-12-20 12:19:40 main:581] : INFO : Epoch 656 | loss: 0.0311142 | val_loss: 0.0311666 | Time: 1519.29 ms [2020-12-20 12:19:42 main:581] : INFO : Epoch 657 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 1507.96 ms [2020-12-20 12:19:43 main:581] : INFO : Epoch 658 | loss: 0.0311272 | val_loss: 0.0311624 | Time: 1482.75 ms [2020-12-20 12:19:44 main:581] : INFO : Epoch 659 | loss: 0.0311287 | val_loss: 0.0311549 | Time: 1407.04 ms [2020-12-20 12:19:46 main:581] : INFO : Epoch 660 | loss: 0.0311222 | val_loss: 0.0311607 | Time: 1407.07 ms [2020-12-20 12:19:47 main:581] : INFO : Epoch 661 | loss: 0.0311193 | val_loss: 0.031151 | Time: 1425.45 ms [2020-12-20 12:19:49 main:581] : INFO : Epoch 662 | loss: 0.0311164 | val_loss: 0.0311549 | Time: 1430.22 ms [2020-12-20 12:19:50 main:581] : INFO : Epoch 663 | loss: 0.0311165 | val_loss: 0.0311473 | Time: 1386.71 ms [2020-12-20 12:19:52 main:581] : INFO : Epoch 664 | loss: 0.0311173 | val_loss: 0.0311532 | Time: 1405.58 ms [2020-12-20 12:19:53 main:581] : INFO : Epoch 665 | loss: 0.0311148 | val_loss: 0.0311498 | Time: 1411.12 ms [2020-12-20 12:19:54 main:581] : INFO : Epoch 666 | loss: 0.0311155 | val_loss: 0.0311522 | Time: 1399.74 ms [2020-12-20 12:19:56 main:581] : INFO : Epoch 667 | loss: 0.0311136 | val_loss: 0.0311492 | Time: 1401.35 ms [2020-12-20 12:19:57 main:581] : INFO : Epoch 668 | loss: 0.0311133 | val_loss: 0.031148 | Time: 1416.13 ms [2020-12-20 12:19:59 main:581] : INFO : Epoch 669 | loss: 0.0311109 | val_loss: 0.0311512 | Time: 1416.49 ms [2020-12-20 12:20:00 main:581] : INFO : Epoch 670 | loss: 0.0311095 | val_loss: 0.0311532 | Time: 1410.16 ms [2020-12-20 12:20:01 main:581] : INFO : Epoch 671 | loss: 0.0311079 | val_loss: 0.0311552 | Time: 1412.78 ms [2020-12-20 12:20:03 main:581] : INFO : Epoch 672 | loss: 0.0311119 | val_loss: 0.0311541 | Time: 1407.51 ms [2020-12-20 12:20:04 main:581] : INFO : Epoch 673 | loss: 0.0311161 | val_loss: 0.0311596 | Time: 1398.83 ms [2020-12-20 12:20:06 main:581] : INFO : Epoch 674 | loss: 0.0311147 | val_loss: 0.0311501 | Time: 1430.11 ms [2020-12-20 12:20:07 main:581] : INFO : Epoch 675 | loss: 0.0311126 | val_loss: 0.0311564 | Time: 1418.38 ms [2020-12-20 12:20:08 main:581] : INFO : Epoch 676 | loss: 0.031111 | val_loss: 0.0311488 | Time: 1395.57 ms [2020-12-20 12:20:10 main:581] : INFO : Epoch 677 | loss: 0.0311105 | val_loss: 0.0311521 | Time: 1409.3 ms [2020-12-20 12:20:11 main:581] : INFO : Epoch 678 | loss: 0.0311099 | val_loss: 0.0311497 | Time: 1424.45 ms [2020-12-20 12:20:13 main:581] : INFO : Epoch 679 | loss: 0.0311074 | val_loss: 0.031151 | Time: 1406.25 ms [2020-12-20 12:20:14 main:581] : INFO : Epoch 680 | loss: 0.0311044 | val_loss: 0.0311522 | Time: 1429.99 ms [2020-12-20 12:20:16 main:581] : INFO : Epoch 681 | loss: 0.0311093 | val_loss: 0.0311521 | Time: 1452.84 ms [2020-12-20 12:20:17 main:581] : INFO : Epoch 682 | loss: 0.0311101 | val_loss: 0.0311499 | Time: 1509.78 ms [2020-12-20 12:20:19 main:581] : INFO : Epoch 683 | loss: 0.0311072 | val_loss: 0.0311473 | Time: 1526.29 ms [2020-12-20 12:20:20 main:581] : INFO : Epoch 684 | loss: 0.0311052 | val_loss: 0.0311482 | Time: 1525.39 ms [2020-12-20 12:20:22 main:581] : INFO : Epoch 685 | loss: 0.0311054 | val_loss: 0.0311448 | Time: 1508.48 ms [2020-12-20 12:20:23 main:581] : INFO : Epoch 686 | loss: 0.0311061 | val_loss: 0.0311453 | Time: 1501.62 ms [2020-12-20 12:20:25 main:581] : INFO : Epoch 687 | loss: 0.0311061 | val_loss: 0.0311489 | Time: 1467.98 ms [2020-12-20 12:20:26 main:581] : INFO : Epoch 688 | loss: 0.03111 | val_loss: 0.0311457 | Time: 1469.22 ms [2020-12-20 12:20:28 main:581] : INFO : Epoch 689 | loss: 0.0311062 | val_loss: 0.0311512 | Time: 1527.26 ms [2020-12-20 12:20:29 main:581] : INFO : Epoch 690 | loss: 0.0311051 | val_loss: 0.0311503 | Time: 1541.04 ms [2020-12-20 12:20:31 main:581] : INFO : Epoch 691 | loss: 0.0311039 | val_loss: 0.0311471 | Time: 1555.46 ms [2020-12-20 12:20:32 main:581] : INFO : Epoch 692 | loss: 0.0311053 | val_loss: 0.0311516 | Time: 1526.04 ms [2020-12-20 12:20:34 main:581] : INFO : Epoch 693 | loss: 0.0311044 | val_loss: 0.0311479 | Time: 1548.28 ms [2020-12-20 12:20:35 main:581] : INFO : Epoch 694 | loss: 0.0311068 | val_loss: 0.0311537 | Time: 1481.7 ms [2020-12-20 12:20:37 main:581] : INFO : Epoch 695 | loss: 0.0311152 | val_loss: 0.0311436 | Time: 1486.18 ms [2020-12-20 12:20:38 main:581] : INFO : Epoch 696 | loss: 0.0311127 | val_loss: 0.0311512 | Time: 1481.86 ms [2020-12-20 12:20:40 main:581] : INFO : Epoch 697 | loss: 0.0311091 | val_loss: 0.0311461 | Time: 1466.52 ms [2020-12-20 12:20:41 main:581] : INFO : Epoch 698 | loss: 0.0311097 | val_loss: 0.0311477 | Time: 1469.63 ms [2020-12-20 12:20:43 main:581] : INFO : Epoch 699 | loss: 0.031106 | val_loss: 0.0311496 | Time: 1536.17 ms [2020-12-20 12:20:44 main:581] : INFO : Epoch 700 | loss: 0.0311045 | val_loss: 0.0311424 | Time: 1525.69 ms [2020-12-20 12:20:46 main:581] : INFO : Epoch 701 | loss: 0.0311056 | val_loss: 0.0311465 | Time: 1537.12 ms [2020-12-20 12:20:47 main:581] : INFO : Epoch 702 | loss: 0.0311049 | val_loss: 0.0311529 | Time: 1550.97 ms [2020-12-20 12:20:49 main:581] : INFO : Epoch 703 | loss: 0.0311087 | val_loss: 0.031148 | Time: 1542.59 ms [2020-12-20 12:20:50 main:581] : INFO : Epoch 704 | loss: 0.0311091 | val_loss: 0.0311511 | Time: 1485.18 ms [2020-12-20 12:20:52 main:581] : INFO : Epoch 705 | loss: 0.0311043 | val_loss: 0.0311451 | Time: 1523.95 ms [2020-12-20 12:20:53 main:581] : INFO : Epoch 706 | loss: 0.0311066 | val_loss: 0.0311498 | Time: 1526.64 ms [2020-12-20 12:20:55 main:581] : INFO : Epoch 707 | loss: 0.0311147 | val_loss: 0.0311441 | Time: 1542.07 ms [2020-12-20 12:20:56 main:581] : INFO : Epoch 708 | loss: 0.0311101 | val_loss: 0.0311434 | Time: 1512.93 ms [2020-12-20 12:20:58 main:581] : INFO : Epoch 709 | loss: 0.0311059 | val_loss: 0.03114 | Time: 1476.81 ms [2020-12-20 12:20:59 main:581] : INFO : Epoch 710 | loss: 0.0311062 | val_loss: 0.0311473 | Time: 1494.86 ms [2020-12-20 12:21:01 main:581] : INFO : Epoch 711 | loss: 0.0311139 | val_loss: 0.0311478 | Time: 1502.32 ms [2020-12-20 12:21:02 main:581] : INFO : Epoch 712 | loss: 0.0311036 | val_loss: 0.0311443 | Time: 1527.9 ms [2020-12-20 12:21:04 main:581] : INFO : Epoch 713 | loss: 0.0311011 | val_loss: 0.0311494 | Time: 1531.86 ms [2020-12-20 12:21:06 main:581] : INFO : Epoch 714 | loss: 0.031098 | val_loss: 0.031149 | Time: 1517.35 ms [2020-12-20 12:21:07 main:581] : INFO : Epoch 715 | loss: 0.0311008 | val_loss: 0.0311545 | Time: 1501.66 ms [2020-12-20 12:21:08 main:581] : INFO : Epoch 716 | loss: 0.0310979 | val_loss: 0.0311536 | Time: 1457.52 ms [2020-12-20 12:21:10 main:581] : INFO : Epoch 717 | loss: 0.0311021 | val_loss: 0.0311526 | Time: 1473.39 ms [2020-12-20 12:21:11 main:581] : INFO : Epoch 718 | loss: 0.0311002 | val_loss: 0.031146 | Time: 1520.61 ms [2020-12-20 12:21:13 main:581] : INFO : Epoch 719 | loss: 0.0311027 | val_loss: 0.0311544 | Time: 1518.05 ms [2020-12-20 12:21:14 main:581] : INFO : Epoch 720 | loss: 0.0311007 | val_loss: 0.0311493 | Time: 1492.2 ms [2020-12-20 12:21:16 main:581] : INFO : Epoch 721 | loss: 0.0310978 | val_loss: 0.0311457 | Time: 1524.25 ms [2020-12-20 12:21:18 main:581] : INFO : Epoch 722 | loss: 0.0310932 | val_loss: 0.0311513 | Time: 1508.37 ms [2020-12-20 12:21:19 main:581] : INFO : Epoch 723 | loss: 0.031096 | val_loss: 0.0311508 | Time: 1557.98 ms [2020-12-20 12:21:21 main:581] : INFO : Epoch 724 | loss: 0.031095 | val_loss: 0.0311466 | Time: 1579.44 ms [2020-12-20 12:21:22 main:581] : INFO : Epoch 725 | loss: 0.0310961 | val_loss: 0.0311549 | Time: 1517.53 ms [2020-12-20 12:21:24 main:581] : INFO : Epoch 726 | loss: 0.0310986 | val_loss: 0.0311538 | Time: 1514.47 ms [2020-12-20 12:21:25 main:581] : INFO : Epoch 727 | loss: 0.031097 | val_loss: 0.0311478 | Time: 1473.46 ms [2020-12-20 12:21:27 main:581] : INFO : Epoch 728 | loss: 0.0311042 | val_loss: 0.0311487 | Time: 1476.46 ms [2020-12-20 12:21:28 main:581] : INFO : Epoch 729 | loss: 0.0311019 | val_loss: 0.0311459 | Time: 1499.72 ms [2020-12-20 12:21:30 main:581] : INFO : Epoch 730 | loss: 0.0310989 | val_loss: 0.0311448 | Time: 1492.66 ms [2020-12-20 12:21:31 main:581] : INFO : Epoch 731 | loss: 0.031096 | val_loss: 0.0311535 | Time: 1475.93 ms [2020-12-20 12:21:33 main:581] : INFO : Epoch 732 | loss: 0.0310973 | val_loss: 0.0311514 | Time: 1462.72 ms [2020-12-20 12:21:34 main:581] : INFO : Epoch 733 | loss: 0.0311001 | val_loss: 0.031146 | Time: 1495.09 ms [2020-12-20 12:21:36 main:581] : INFO : Epoch 734 | loss: 0.0310972 | val_loss: 0.0311506 | Time: 1479.48 ms [2020-12-20 12:21:37 main:581] : INFO : Epoch 735 | loss: 0.0310956 | val_loss: 0.0311443 | Time: 1488.82 ms [2020-12-20 12:21:39 main:581] : INFO : Epoch 736 | loss: 0.0310995 | val_loss: 0.0311511 | Time: 1498.72 ms [2020-12-20 12:21:40 main:581] : INFO : Epoch 737 | loss: 0.0310976 | val_loss: 0.0311509 | Time: 1507.23 ms [2020-12-20 12:21:42 main:581] : INFO : Epoch 738 | loss: 0.0310959 | val_loss: 0.0311498 | Time: 1479.65 ms [2020-12-20 12:21:43 main:581] : INFO : Epoch 739 | loss: 0.0310975 | val_loss: 0.0311537 | Time: 1489.83 ms [2020-12-20 12:21:45 main:581] : INFO : Epoch 740 | loss: 0.0310956 | val_loss: 0.0311452 | Time: 1497.14 ms [2020-12-20 12:21:46 main:581] : INFO : Epoch 741 | loss: 0.0310997 | val_loss: 0.0311542 | Time: 1469.51 ms [2020-12-20 12:21:47 main:581] : INFO : Epoch 742 | loss: 0.0311035 | val_loss: 0.0311464 | Time: 1470.8 ms [2020-12-20 12:21:49 main:581] : INFO : Epoch 743 | loss: 0.0311001 | val_loss: 0.0311541 | Time: 1467.68 ms [2020-12-20 12:21:50 main:581] : INFO : Epoch 744 | loss: 0.0310975 | val_loss: 0.031152 | Time: 1470.55 ms [2020-12-20 12:21:52 main:581] : INFO : Epoch 745 | loss: 0.0310966 | val_loss: 0.0311479 | Time: 1432.1 ms [2020-12-20 12:21:53 main:581] : INFO : Epoch 746 | loss: 0.0310986 | val_loss: 0.0311577 | Time: 1427.35 ms [2020-12-20 12:21:55 main:581] : INFO : Epoch 747 | loss: 0.0310963 | val_loss: 0.031154 | Time: 1485.77 ms [2020-12-20 12:21:56 main:581] : INFO : Epoch 748 | loss: 0.0310954 | val_loss: 0.0311505 | Time: 1484.35 ms [2020-12-20 12:21:58 main:581] : INFO : Epoch 749 | loss: 0.0310933 | val_loss: 0.0311498 | Time: 1512.32 ms [2020-12-20 12:21:59 main:581] : INFO : Epoch 750 | loss: 0.0310982 | val_loss: 0.0311485 | Time: 1521.58 ms [2020-12-20 12:22:01 main:581] : INFO : Epoch 751 | loss: 0.0311051 | val_loss: 0.0311402 | Time: 1488.45 ms [2020-12-20 12:22:02 main:581] : INFO : Epoch 752 | loss: 0.0311041 | val_loss: 0.0311476 | Time: 1455.58 ms [2020-12-20 12:22:04 main:581] : INFO : Epoch 753 | loss: 0.0311044 | val_loss: 0.0311479 | Time: 1460 ms [2020-12-20 12:22:05 main:581] : INFO : Epoch 754 | loss: 0.0311009 | val_loss: 0.0311442 | Time: 1494.8 ms [2020-12-20 12:22:07 main:581] : INFO : Epoch 755 | loss: 0.0310974 | val_loss: 0.0311462 | Time: 1527.45 ms [2020-12-20 12:22:08 main:581] : INFO : Epoch 756 | loss: 0.0310998 | val_loss: 0.0311527 | Time: 1498.78 ms [2020-12-20 12:22:10 main:581] : INFO : Epoch 757 | loss: 0.0311091 | val_loss: 0.0311409 | Time: 1499.42 ms [2020-12-20 12:22:11 main:581] : INFO : Epoch 758 | loss: 0.0311076 | val_loss: 0.0311398 | Time: 1502.57 ms [2020-12-20 12:22:13 main:581] : INFO : Epoch 759 | loss: 0.0311103 | val_loss: 0.0311484 | Time: 1495.7 ms [2020-12-20 12:22:14 main:581] : INFO : Epoch 760 | loss: 0.0311065 | val_loss: 0.0311399 | Time: 1456.8 ms [2020-12-20 12:22:16 main:581] : INFO : Epoch 761 | loss: 0.0311031 | val_loss: 0.0311429 | Time: 1482.78 ms [2020-12-20 12:22:17 main:581] : INFO : Epoch 762 | loss: 0.0311035 | val_loss: 0.0311496 | Time: 1475.3 ms [2020-12-20 12:22:19 main:581] : INFO : Epoch 763 | loss: 0.0311043 | val_loss: 0.0311429 | Time: 1482.31 ms [2020-12-20 12:22:20 main:581] : INFO : Epoch 764 | loss: 0.0311005 | val_loss: 0.0311429 | Time: 1468.67 ms [2020-12-20 12:22:22 main:581] : INFO : Epoch 765 | loss: 0.0310989 | val_loss: 0.0311419 | Time: 1503.74 ms [2020-12-20 12:22:23 main:581] : INFO : Epoch 766 | loss: 0.0311006 | val_loss: 0.0311521 | Time: 1457.79 ms [2020-12-20 12:22:24 main:581] : INFO : Epoch 767 | loss: 0.0311022 | val_loss: 0.0311475 | Time: 1411.88 ms [2020-12-20 12:22:26 main:581] : INFO : Epoch 768 | loss: 0.0310986 | val_loss: 0.0311516 | Time: 1407.28 ms [2020-12-20 12:22:27 main:581] : INFO : Epoch 769 | loss: 0.0310985 | val_loss: 0.0311507 | Time: 1407.62 ms [2020-12-20 12:22:29 main:581] : INFO : Epoch 770 | loss: 0.0310955 | val_loss: 0.0311402 | Time: 1414.2 ms [2020-12-20 12:22:30 main:581] : INFO : Epoch 771 | loss: 0.0310945 | val_loss: 0.0311472 | Time: 1403.83 ms [2020-12-20 12:22:31 main:581] : INFO : Epoch 772 | loss: 0.0310955 | val_loss: 0.0311508 | Time: 1417.86 ms [2020-12-20 12:22:33 main:581] : INFO : Epoch 773 | loss: 0.0311012 | val_loss: 0.0311425 | Time: 1397.79 ms [2020-12-20 12:22:34 main:581] : INFO : Epoch 774 | loss: 0.0311052 | val_loss: 0.0311479 | Time: 1406.66 ms [2020-12-20 12:22:36 main:581] : INFO : Epoch 775 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 1406.24 ms [2020-12-20 12:22:37 main:581] : INFO : Epoch 776 | loss: 0.0311048 | val_loss: 0.0311434 | Time: 1392.03 ms [2020-12-20 12:22:38 main:581] : INFO : Epoch 777 | loss: 0.0311014 | val_loss: 0.0311517 | Time: 1416.79 ms [2020-12-20 12:22:40 main:581] : INFO : Epoch 778 | loss: 0.0310995 | val_loss: 0.0311463 | Time: 1404.24 ms [2020-12-20 12:22:41 main:581] : INFO : Epoch 779 | loss: 0.0310971 | val_loss: 0.0311534 | Time: 1408.12 ms [2020-12-20 12:22:43 main:581] : INFO : Epoch 780 | loss: 0.0310948 | val_loss: 0.0311427 | Time: 1395.21 ms [2020-12-20 12:22:44 main:581] : INFO : Epoch 781 | loss: 0.0310979 | val_loss: 0.0311446 | Time: 1390.78 ms [2020-12-20 12:22:45 main:581] : INFO : Epoch 782 | loss: 0.0310966 | val_loss: 0.0311431 | Time: 1405.02 ms [2020-12-20 12:22:47 main:581] : INFO : Epoch 783 | loss: 0.0310949 | val_loss: 0.0311402 | Time: 1394.51 ms [2020-12-20 12:22:48 main:581] : INFO : Epoch 784 | loss: 0.0310947 | val_loss: 0.0311396 | Time: 1405.73 ms [2020-12-20 12:22:50 main:581] : INFO : Epoch 785 | loss: 0.031096 | val_loss: 0.0311413 | Time: 1452.42 ms [2020-12-20 12:22:51 main:581] : INFO : Epoch 786 | loss: 0.0310934 | val_loss: 0.0311402 | Time: 1523.19 ms [2020-12-20 12:22:53 main:581] : INFO : Epoch 787 | loss: 0.0310906 | val_loss: 0.0311414 | Time: 1488.22 ms [2020-12-20 12:22:54 main:581] : INFO : Epoch 788 | loss: 0.0310902 | val_loss: 0.0311355 | Time: 1500.03 ms [2020-12-20 12:22:56 main:581] : INFO : Epoch 789 | loss: 0.0310941 | val_loss: 0.0311433 | Time: 1504.73 ms [2020-12-20 12:22:57 main:581] : INFO : Epoch 790 | loss: 0.0310953 | val_loss: 0.0311426 | Time: 1499.42 ms [2020-12-20 12:22:59 main:581] : INFO : Epoch 791 | loss: 0.0310968 | val_loss: 0.0311394 | Time: 1470.23 ms [2020-12-20 12:23:00 main:581] : INFO : Epoch 792 | loss: 0.0310959 | val_loss: 0.0311381 | Time: 1495.91 ms [2020-12-20 12:23:02 main:581] : INFO : Epoch 793 | loss: 0.0310955 | val_loss: 0.0311393 | Time: 1515.88 ms [2020-12-20 12:23:03 main:581] : INFO : Epoch 794 | loss: 0.0310924 | val_loss: 0.0311443 | Time: 1494.8 ms [2020-12-20 12:23:05 main:581] : INFO : Epoch 795 | loss: 0.0310949 | val_loss: 0.0311433 | Time: 1521.69 ms [2020-12-20 12:23:06 main:581] : INFO : Epoch 796 | loss: 0.0310985 | val_loss: 0.0311443 | Time: 1511.43 ms [2020-12-20 12:23:08 main:581] : INFO : Epoch 797 | loss: 0.031095 | val_loss: 0.0311446 | Time: 1474.9 ms [2020-12-20 12:23:09 main:581] : INFO : Epoch 798 | loss: 0.0310959 | val_loss: 0.0311405 | Time: 1421.54 ms [2020-12-20 12:23:11 main:581] : INFO : Epoch 799 | loss: 0.0310994 | val_loss: 0.0311398 | Time: 1403.95 ms [2020-12-20 12:23:12 main:581] : INFO : Epoch 800 | loss: 0.0310981 | val_loss: 0.0311423 | Time: 1414.03 ms [2020-12-20 12:23:13 main:581] : INFO : Epoch 801 | loss: 0.0310996 | val_loss: 0.0311496 | Time: 1405.14 ms [2020-12-20 12:23:15 main:581] : INFO : Epoch 802 | loss: 0.0311036 | val_loss: 0.0311417 | Time: 1398.18 ms [2020-12-20 12:23:16 main:581] : INFO : Epoch 803 | loss: 0.0311026 | val_loss: 0.0311423 | Time: 1408.86 ms [2020-12-20 12:23:18 main:581] : INFO : Epoch 804 | loss: 0.0311067 | val_loss: 0.0311473 | Time: 1405.64 ms [2020-12-20 12:23:19 main:581] : INFO : Epoch 805 | loss: 0.0311037 | val_loss: 0.0311382 | Time: 1395.68 ms [2020-12-20 12:23:20 main:581] : INFO : Epoch 806 | loss: 0.0311014 | val_loss: 0.0311405 | Time: 1381.4 ms [2020-12-20 12:23:22 main:581] : INFO : Epoch 807 | loss: 0.0310966 | val_loss: 0.0311453 | Time: 1393.33 ms [2020-12-20 12:23:23 main:581] : INFO : Epoch 808 | loss: 0.0310948 | val_loss: 0.0311384 | Time: 1387.48 ms [2020-12-20 12:23:25 main:581] : INFO : Epoch 809 | loss: 0.0310939 | val_loss: 0.0311432 | Time: 1410 ms [2020-12-20 12:23:26 main:581] : INFO : Epoch 810 | loss: 0.0310925 | val_loss: 0.0311472 | Time: 1393.38 ms [2020-12-20 12:23:27 main:581] : INFO : Epoch 811 | loss: 0.031094 | val_loss: 0.0311517 | Time: 1403.1 ms [2020-12-20 12:23:29 main:581] : INFO : Epoch 812 | loss: 0.0310977 | val_loss: 0.0311498 | Time: 1409 ms [2020-12-20 12:23:30 main:581] : INFO : Epoch 813 | loss: 0.031094 | val_loss: 0.0311438 | Time: 1388.46 ms [2020-12-20 12:23:32 main:581] : INFO : Epoch 814 | loss: 0.0310906 | val_loss: 0.0311475 | Time: 1398.51 ms [2020-12-20 12:23:33 main:581] : INFO : Epoch 815 | loss: 0.0310896 | val_loss: 0.0311455 | Time: 1412 ms [2020-12-20 12:23:34 main:581] : INFO : Epoch 816 | loss: 0.0310857 | val_loss: 0.0311528 | Time: 1406.37 ms [2020-12-20 12:23:36 main:581] : INFO : Epoch 817 | loss: 0.0310863 | val_loss: 0.0311556 | Time: 1393.54 ms [2020-12-20 12:23:37 main:581] : INFO : Epoch 818 | loss: 0.0310842 | val_loss: 0.0311492 | Time: 1392.81 ms [2020-12-20 12:23:39 main:581] : INFO : Epoch 819 | loss: 0.0310855 | val_loss: 0.0311519 | Time: 1394.23 ms [2020-12-20 12:23:40 main:581] : INFO : Epoch 820 | loss: 0.0310845 | val_loss: 0.0311481 | Time: 1390.03 ms [2020-12-20 12:23:41 main:581] : INFO : Epoch 821 | loss: 0.0310855 | val_loss: 0.0311496 | Time: 1386.58 ms [2020-12-20 12:23:43 main:581] : INFO : Epoch 822 | loss: 0.0310868 | val_loss: 0.0311445 | Time: 1397.99 ms [2020-12-20 12:23:44 main:581] : INFO : Epoch 823 | loss: 0.0310889 | val_loss: 0.031144 | Time: 1409.22 ms [2020-12-20 12:23:46 main:581] : INFO : Epoch 824 | loss: 0.0310888 | val_loss: 0.0311449 | Time: 1395.53 ms [2020-12-20 12:23:47 main:581] : INFO : Epoch 825 | loss: 0.0310929 | val_loss: 0.0311509 | Time: 1389.13 ms [2020-12-20 12:23:48 main:581] : INFO : Epoch 826 | loss: 0.0310909 | val_loss: 0.0311475 | Time: 1381.39 ms [2020-12-20 12:23:50 main:581] : INFO : Epoch 827 | loss: 0.0310913 | val_loss: 0.0311531 | Time: 1396.32 ms [2020-12-20 12:23:51 main:581] : INFO : Epoch 828 | loss: 0.0310919 | val_loss: 0.0311437 | Time: 1397.83 ms [2020-12-20 12:23:52 main:581] : INFO : Epoch 829 | loss: 0.0310925 | val_loss: 0.031156 | Time: 1383.65 ms [2020-12-20 12:23:54 main:581] : INFO : Epoch 830 | loss: 0.0310907 | val_loss: 0.0311425 | Time: 1392.54 ms [2020-12-20 12:23:55 main:581] : INFO : Epoch 831 | loss: 0.0310931 | val_loss: 0.0311591 | Time: 1401.65 ms [2020-12-20 12:23:57 main:581] : INFO : Epoch 832 | loss: 0.0310897 | val_loss: 0.0311472 | Time: 1397.6 ms [2020-12-20 12:23:58 main:581] : INFO : Epoch 833 | loss: 0.0310856 | val_loss: 0.0311401 | Time: 1400.78 ms [2020-12-20 12:24:00 main:581] : INFO : Epoch 834 | loss: 0.0310892 | val_loss: 0.0311513 | Time: 1460.4 ms [2020-12-20 12:24:01 main:581] : INFO : Epoch 835 | loss: 0.0310931 | val_loss: 0.0311471 | Time: 1459.33 ms [2020-12-20 12:24:02 main:581] : INFO : Epoch 836 | loss: 0.0311085 | val_loss: 0.0311388 | Time: 1424.98 ms [2020-12-20 12:24:04 main:581] : INFO : Epoch 837 | loss: 0.0311076 | val_loss: 0.0311321 | Time: 1397.59 ms [2020-12-20 12:24:05 main:581] : INFO : Epoch 838 | loss: 0.0311028 | val_loss: 0.0311377 | Time: 1403.32 ms [2020-12-20 12:24:07 main:581] : INFO : Epoch 839 | loss: 0.0310988 | val_loss: 0.0311366 | Time: 1412.95 ms [2020-12-20 12:24:08 main:581] : INFO : Epoch 840 | loss: 0.0310976 | val_loss: 0.0311434 | Time: 1393.88 ms [2020-12-20 12:24:09 main:581] : INFO : Epoch 841 | loss: 0.0310957 | val_loss: 0.0311376 | Time: 1400.54 ms [2020-12-20 12:24:11 main:581] : INFO : Epoch 842 | loss: 0.0310909 | val_loss: 0.0311366 | Time: 1412.53 ms [2020-12-20 12:24:12 main:581] : INFO : Epoch 843 | loss: 0.0310901 | val_loss: 0.0311387 | Time: 1428.04 ms [2020-12-20 12:24:14 main:581] : INFO : Epoch 844 | loss: 0.0310909 | val_loss: 0.0311393 | Time: 1416.16 ms [2020-12-20 12:24:15 main:581] : INFO : Epoch 845 | loss: 0.0310896 | val_loss: 0.0311396 | Time: 1400.71 ms [2020-12-20 12:24:16 main:581] : INFO : Epoch 846 | loss: 0.0310886 | val_loss: 0.0311414 | Time: 1398.65 ms [2020-12-20 12:24:18 main:581] : INFO : Epoch 847 | loss: 0.0310887 | val_loss: 0.0311475 | Time: 1401.94 ms [2020-12-20 12:24:19 main:581] : INFO : Epoch 848 | loss: 0.0310899 | val_loss: 0.0311438 | Time: 1410.9 ms [2020-12-20 12:24:21 main:581] : INFO : Epoch 849 | loss: 0.0310898 | val_loss: 0.0311411 | Time: 1535.2 ms [2020-12-20 12:24:22 main:581] : INFO : Epoch 850 | loss: 0.0310904 | val_loss: 0.0311471 | Time: 1512.14 ms [2020-12-20 12:24:24 main:581] : INFO : Epoch 851 | loss: 0.031088 | val_loss: 0.0311481 | Time: 1463.97 ms [2020-12-20 12:24:25 main:581] : INFO : Epoch 852 | loss: 0.0310892 | val_loss: 0.0311445 | Time: 1464.66 ms [2020-12-20 12:24:27 main:581] : INFO : Epoch 853 | loss: 0.0310876 | val_loss: 0.0311426 | Time: 1487.86 ms [2020-12-20 12:24:28 main:581] : INFO : Epoch 854 | loss: 0.0310888 | val_loss: 0.0311476 | Time: 1520.74 ms [2020-12-20 12:24:30 main:581] : INFO : Epoch 855 | loss: 0.0310892 | val_loss: 0.0311403 | Time: 1487.28 ms [2020-12-20 12:24:31 main:581] : INFO : Epoch 856 | loss: 0.0310924 | val_loss: 0.0311481 | Time: 1504.64 ms [2020-12-20 12:24:33 main:581] : INFO : Epoch 857 | loss: 0.0310903 | val_loss: 0.0311426 | Time: 1513.47 ms [2020-12-20 12:24:34 main:581] : INFO : Epoch 858 | loss: 0.0310848 | val_loss: 0.031141 | Time: 1533.38 ms [2020-12-20 12:24:36 main:581] : INFO : Epoch 859 | loss: 0.0310859 | val_loss: 0.0311479 | Time: 1519.74 ms [2020-12-20 12:24:37 main:581] : INFO : Epoch 860 | loss: 0.03109 | val_loss: 0.0311422 | Time: 1538.42 ms [2020-12-20 12:24:39 main:581] : INFO : Epoch 861 | loss: 0.0310965 | val_loss: 0.0311422 | Time: 1547.81 ms [2020-12-20 12:24:40 main:581] : INFO : Epoch 862 | loss: 0.0310917 | val_loss: 0.0311384 | Time: 1533.81 ms [2020-12-20 12:24:42 main:581] : INFO : Epoch 863 | loss: 0.0310944 | val_loss: 0.0311379 | Time: 1518.17 ms [2020-12-20 12:24:43 main:581] : INFO : Epoch 864 | loss: 0.0311004 | val_loss: 0.0311481 | Time: 1467.37 ms [2020-12-20 12:24:45 main:581] : INFO : Epoch 865 | loss: 0.031095 | val_loss: 0.0311466 | Time: 1490.14 ms [2020-12-20 12:24:46 main:581] : INFO : Epoch 866 | loss: 0.0310955 | val_loss: 0.0311438 | Time: 1430.73 ms [2020-12-20 12:24:48 main:581] : INFO : Epoch 867 | loss: 0.0310933 | val_loss: 0.0311415 | Time: 1425.15 ms [2020-12-20 12:24:49 main:581] : INFO : Epoch 868 | loss: 0.0310988 | val_loss: 0.0311419 | Time: 1417.77 ms [2020-12-20 12:24:51 main:581] : INFO : Epoch 869 | loss: 0.0310926 | val_loss: 0.0311406 | Time: 1422.83 ms [2020-12-20 12:24:52 main:581] : INFO : Epoch 870 | loss: 0.0310907 | val_loss: 0.0311444 | Time: 1415.24 ms [2020-12-20 12:24:53 main:581] : INFO : Epoch 871 | loss: 0.0310895 | val_loss: 0.0311411 | Time: 1406.75 ms [2020-12-20 12:24:55 main:581] : INFO : Epoch 872 | loss: 0.0310917 | val_loss: 0.031133 | Time: 1402.29 ms [2020-12-20 12:24:56 main:581] : INFO : Epoch 873 | loss: 0.0310934 | val_loss: 0.031142 | Time: 1399.37 ms [2020-12-20 12:24:58 main:581] : INFO : Epoch 874 | loss: 0.0310871 | val_loss: 0.0311369 | Time: 1409.75 ms [2020-12-20 12:24:59 main:581] : INFO : Epoch 875 | loss: 0.0310855 | val_loss: 0.0311359 | Time: 1434.92 ms [2020-12-20 12:25:01 main:581] : INFO : Epoch 876 | loss: 0.0310845 | val_loss: 0.03114 | Time: 1425.17 ms [2020-12-20 12:25:02 main:581] : INFO : Epoch 877 | loss: 0.0310844 | val_loss: 0.0311374 | Time: 1438.72 ms [2020-12-20 12:25:03 main:581] : INFO : Epoch 878 | loss: 0.0310865 | val_loss: 0.0311399 | Time: 1428.14 ms [2020-12-20 12:25:05 main:581] : INFO : Epoch 879 | loss: 0.0310864 | val_loss: 0.0311569 | Time: 1397.77 ms [2020-12-20 12:25:06 main:581] : INFO : Epoch 880 | loss: 0.0311145 | val_loss: 0.0311451 | Time: 1402.61 ms [2020-12-20 12:25:08 main:581] : INFO : Epoch 881 | loss: 0.0363702 | val_loss: 0.0341126 | Time: 1400.85 ms [2020-12-20 12:25:09 main:581] : INFO : Epoch 882 | loss: 0.0333444 | val_loss: 0.0315664 | Time: 1387.47 ms [2020-12-20 12:25:10 main:581] : INFO : Epoch 883 | loss: 0.0316634 | val_loss: 0.0313893 | Time: 1384.21 ms [2020-12-20 12:25:12 main:581] : INFO : Epoch 884 | loss: 0.0312434 | val_loss: 0.0312132 | Time: 1389.77 ms [2020-12-20 12:25:13 main:581] : INFO : Epoch 885 | loss: 0.0311858 | val_loss: 0.0311756 | Time: 1460.74 ms [2020-12-20 12:25:15 main:581] : INFO : Epoch 886 | loss: 0.0311736 | val_loss: 0.0311721 | Time: 1452.83 ms [2020-12-20 12:25:16 main:581] : INFO : Epoch 887 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 1486.11 ms [2020-12-20 12:25:18 main:581] : INFO : Epoch 888 | loss: 0.0311693 | val_loss: 0.0311704 | Time: 1489.73 ms [2020-12-20 12:25:19 main:581] : INFO : Epoch 889 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 1482.5 ms [2020-12-20 12:25:21 main:581] : INFO : Epoch 890 | loss: 0.0311677 | val_loss: 0.0311695 | Time: 1485.07 ms [2020-12-20 12:25:22 main:581] : INFO : Epoch 891 | loss: 0.0311673 | val_loss: 0.0311691 | Time: 1497.99 ms [2020-12-20 12:25:24 main:581] : INFO : Epoch 892 | loss: 0.0311659 | val_loss: 0.0311688 | Time: 1508.1 ms [2020-12-20 12:25:25 main:581] : INFO : Epoch 893 | loss: 0.0311655 | val_loss: 0.0311679 | Time: 1532.25 ms [2020-12-20 12:25:27 main:581] : INFO : Epoch 894 | loss: 0.031164 | val_loss: 0.0311672 | Time: 1535.8 ms [2020-12-20 12:25:28 main:581] : INFO : Epoch 895 | loss: 0.0311637 | val_loss: 0.0311673 | Time: 1457.41 ms [2020-12-20 12:25:30 main:581] : INFO : Epoch 896 | loss: 0.0311618 | val_loss: 0.0311645 | Time: 1513.89 ms [2020-12-20 12:25:31 main:581] : INFO : Epoch 897 | loss: 0.0311597 | val_loss: 0.0311624 | Time: 1526.23 ms [2020-12-20 12:25:33 main:581] : INFO : Epoch 898 | loss: 0.0311564 | val_loss: 0.0311569 | Time: 1511.82 ms [2020-12-20 12:25:34 main:581] : INFO : Epoch 899 | loss: 0.0311511 | val_loss: 0.0311538 | Time: 1545.62 ms [2020-12-20 12:25:36 main:581] : INFO : Epoch 900 | loss: 0.0311458 | val_loss: 0.0311509 | Time: 1517.19 ms [2020-12-20 12:25:37 main:581] : INFO : Epoch 901 | loss: 0.0311427 | val_loss: 0.0311487 | Time: 1526.81 ms [2020-12-20 12:25:39 main:581] : INFO : Epoch 902 | loss: 0.0311406 | val_loss: 0.0311472 | Time: 1478.65 ms [2020-12-20 12:25:40 main:581] : INFO : Epoch 903 | loss: 0.0311389 | val_loss: 0.0311468 | Time: 1439.59 ms [2020-12-20 12:25:42 main:581] : INFO : Epoch 904 | loss: 0.0311378 | val_loss: 0.0311465 | Time: 1443.02 ms [2020-12-20 12:25:43 main:581] : INFO : Epoch 905 | loss: 0.0311368 | val_loss: 0.0311465 | Time: 1433.93 ms [2020-12-20 12:25:45 main:581] : INFO : Epoch 906 | loss: 0.0311359 | val_loss: 0.0311459 | Time: 1442.09 ms [2020-12-20 12:25:46 main:581] : INFO : Epoch 907 | loss: 0.0311349 | val_loss: 0.0311458 | Time: 1438.85 ms [2020-12-20 12:25:47 main:581] : INFO : Epoch 908 | loss: 0.0311339 | val_loss: 0.0311448 | Time: 1464.04 ms [2020-12-20 12:25:49 main:581] : INFO : Epoch 909 | loss: 0.0311323 | val_loss: 0.0311427 | Time: 1475.8 ms [2020-12-20 12:25:50 main:581] : INFO : Epoch 910 | loss: 0.0311299 | val_loss: 0.0311396 | Time: 1458.23 ms [2020-12-20 12:25:52 main:581] : INFO : Epoch 911 | loss: 0.0311282 | val_loss: 0.0311401 | Time: 1459.92 ms [2020-12-20 12:25:53 main:581] : INFO : Epoch 912 | loss: 0.0311257 | val_loss: 0.0311375 | Time: 1448.83 ms [2020-12-20 12:25:55 main:581] : INFO : Epoch 913 | loss: 0.0311248 | val_loss: 0.0311368 | Time: 1447.72 ms [2020-12-20 12:25:56 main:581] : INFO : Epoch 914 | loss: 0.0311236 | val_loss: 0.0311384 | Time: 1450.14 ms [2020-12-20 12:25:58 main:581] : INFO : Epoch 915 | loss: 0.0311243 | val_loss: 0.0311368 | Time: 1430.81 ms [2020-12-20 12:25:59 main:581] : INFO : Epoch 916 | loss: 0.0311232 | val_loss: 0.031138 | Time: 1406.55 ms [2020-12-20 12:26:00 main:581] : INFO : Epoch 917 | loss: 0.0311219 | val_loss: 0.0311364 | Time: 1424.42 ms [2020-12-20 12:26:02 main:581] : INFO : Epoch 918 | loss: 0.0311199 | val_loss: 0.0311371 | Time: 1413.44 ms [2020-12-20 12:26:03 main:581] : INFO : Epoch 919 | loss: 0.0311186 | val_loss: 0.0311349 | Time: 1421.72 ms [2020-12-20 12:26:05 main:581] : INFO : Epoch 920 | loss: 0.0311181 | val_loss: 0.031135 | Time: 1414.14 ms [2020-12-20 12:26:06 main:581] : INFO : Epoch 921 | loss: 0.0311173 | val_loss: 0.0311358 | Time: 1410.15 ms [2020-12-20 12:26:08 main:581] : INFO : Epoch 922 | loss: 0.0311161 | val_loss: 0.0311372 | Time: 1418.28 ms [2020-12-20 12:26:09 main:581] : INFO : Epoch 923 | loss: 0.0311159 | val_loss: 0.0311349 | Time: 1403.47 ms [2020-12-20 12:26:10 main:581] : INFO : Epoch 924 | loss: 0.0311151 | val_loss: 0.0311356 | Time: 1429.33 ms [2020-12-20 12:26:12 main:581] : INFO : Epoch 925 | loss: 0.0311144 | val_loss: 0.0311349 | Time: 1437.25 ms [2020-12-20 12:26:13 main:581] : INFO : Epoch 926 | loss: 0.0311163 | val_loss: 0.0311363 | Time: 1408.2 ms [2020-12-20 12:26:15 main:581] : INFO : Epoch 927 | loss: 0.0311149 | val_loss: 0.0311366 | Time: 1417.4 ms [2020-12-20 12:26:16 main:581] : INFO : Epoch 928 | loss: 0.0311138 | val_loss: 0.0311356 | Time: 1413.31 ms [2020-12-20 12:26:17 main:581] : INFO : Epoch 929 | loss: 0.0311127 | val_loss: 0.0311367 | Time: 1420.42 ms [2020-12-20 12:26:19 main:581] : INFO : Epoch 930 | loss: 0.0311126 | val_loss: 0.0311386 | Time: 1418.93 ms [2020-12-20 12:26:20 main:581] : INFO : Epoch 931 | loss: 0.0311123 | val_loss: 0.0311351 | Time: 1417.61 ms [2020-12-20 12:26:22 main:581] : INFO : Epoch 932 | loss: 0.0311131 | val_loss: 0.0311367 | Time: 1410.96 ms [2020-12-20 12:26:23 main:581] : INFO : Epoch 933 | loss: 0.0311113 | val_loss: 0.0311378 | Time: 1422.1 ms [2020-12-20 12:26:25 main:581] : INFO : Epoch 934 | loss: 0.0311099 | val_loss: 0.0311367 | Time: 1421.06 ms [2020-12-20 12:26:26 main:581] : INFO : Epoch 935 | loss: 0.031109 | val_loss: 0.0311368 | Time: 1422.57 ms [2020-12-20 12:26:27 main:581] : INFO : Epoch 936 | loss: 0.0311085 | val_loss: 0.0311355 | Time: 1440.92 ms [2020-12-20 12:26:29 main:581] : INFO : Epoch 937 | loss: 0.0311076 | val_loss: 0.0311354 | Time: 1450 ms [2020-12-20 12:26:30 main:581] : INFO : Epoch 938 | loss: 0.0311075 | val_loss: 0.0311378 | Time: 1467.56 ms [2020-12-20 12:26:32 main:581] : INFO : Epoch 939 | loss: 0.0311084 | val_loss: 0.0311334 | Time: 1519.33 ms [2020-12-20 12:26:33 main:581] : INFO : Epoch 940 | loss: 0.0311066 | val_loss: 0.0311352 | Time: 1474.91 ms [2020-12-20 12:26:35 main:581] : INFO : Epoch 941 | loss: 0.0311082 | val_loss: 0.0311347 | Time: 1498.24 ms [2020-12-20 12:26:36 main:581] : INFO : Epoch 942 | loss: 0.0311098 | val_loss: 0.0311346 | Time: 1518.39 ms [2020-12-20 12:26:38 main:581] : INFO : Epoch 943 | loss: 0.0311114 | val_loss: 0.0311305 | Time: 1499.73 ms [2020-12-20 12:26:39 main:581] : INFO : Epoch 944 | loss: 0.0311131 | val_loss: 0.031132 | Time: 1531.15 ms [2020-12-20 12:26:41 main:581] : INFO : Epoch 945 | loss: 0.0311146 | val_loss: 0.0311322 | Time: 1542.18 ms [2020-12-20 12:26:42 main:581] : INFO : Epoch 946 | loss: 0.0311103 | val_loss: 0.0311329 | Time: 1523.04 ms [2020-12-20 12:26:44 main:581] : INFO : Epoch 947 | loss: 0.0311088 | val_loss: 0.0311343 | Time: 1536.08 ms [2020-12-20 12:26:45 main:581] : INFO : Epoch 948 | loss: 0.031107 | val_loss: 0.0311329 | Time: 1521.25 ms [2020-12-20 12:26:47 main:581] : INFO : Epoch 949 | loss: 0.0311061 | val_loss: 0.0311362 | Time: 1502.1 ms [2020-12-20 12:26:48 main:581] : INFO : Epoch 950 | loss: 0.031106 | val_loss: 0.0311334 | Time: 1494.37 ms [2020-12-20 12:26:50 main:581] : INFO : Epoch 951 | loss: 0.0311049 | val_loss: 0.0311368 | Time: 1523.69 ms [2020-12-20 12:26:52 main:581] : INFO : Epoch 952 | loss: 0.0311035 | val_loss: 0.0311365 | Time: 1507.97 ms [2020-12-20 12:26:53 main:581] : INFO : Epoch 953 | loss: 0.0311053 | val_loss: 0.0311363 | Time: 1502.86 ms [2020-12-20 12:26:55 main:581] : INFO : Epoch 954 | loss: 0.0311062 | val_loss: 0.0311378 | Time: 1509.13 ms [2020-12-20 12:26:56 main:581] : INFO : Epoch 955 | loss: 0.0311075 | val_loss: 0.0311396 | Time: 1507.17 ms [2020-12-20 12:26:58 main:581] : INFO : Epoch 956 | loss: 0.0311074 | val_loss: 0.0311359 | Time: 1481.46 ms [2020-12-20 12:26:59 main:581] : INFO : Epoch 957 | loss: 0.0311072 | val_loss: 0.0311391 | Time: 1480.76 ms [2020-12-20 12:27:01 main:581] : INFO : Epoch 958 | loss: 0.0311057 | val_loss: 0.0311392 | Time: 1507.04 ms [2020-12-20 12:27:02 main:581] : INFO : Epoch 959 | loss: 0.0311046 | val_loss: 0.0311373 | Time: 1479.51 ms [2020-12-20 12:27:03 main:581] : INFO : Epoch 960 | loss: 0.0311048 | val_loss: 0.0311374 | Time: 1474.69 ms [2020-12-20 12:27:05 main:581] : INFO : Epoch 961 | loss: 0.0311038 | val_loss: 0.0311383 | Time: 1460.39 ms [2020-12-20 12:27:06 main:581] : INFO : Epoch 962 | loss: 0.0311028 | val_loss: 0.0311378 | Time: 1502.17 ms [2020-12-20 12:27:08 main:581] : INFO : Epoch 963 | loss: 0.0311025 | val_loss: 0.031145 | Time: 1488.42 ms [2020-12-20 12:27:09 main:581] : INFO : Epoch 964 | loss: 0.0311015 | val_loss: 0.0311469 | Time: 1499.79 ms [2020-12-20 12:27:11 main:581] : INFO : Epoch 965 | loss: 0.0311026 | val_loss: 0.0311413 | Time: 1465.14 ms [2020-12-20 12:27:12 main:581] : INFO : Epoch 966 | loss: 0.0311005 | val_loss: 0.031145 | Time: 1498.73 ms [2020-12-20 12:27:14 main:581] : INFO : Epoch 967 | loss: 0.0310991 | val_loss: 0.031146 | Time: 1490.27 ms [2020-12-20 12:27:15 main:581] : INFO : Epoch 968 | loss: 0.0310996 | val_loss: 0.0311412 | Time: 1486.65 ms [2020-12-20 12:27:17 main:581] : INFO : Epoch 969 | loss: 0.031099 | val_loss: 0.031143 | Time: 1486.7 ms [2020-12-20 12:27:18 main:581] : INFO : Epoch 970 | loss: 0.0310966 | val_loss: 0.031144 | Time: 1498.32 ms [2020-12-20 12:27:20 main:581] : INFO : Epoch 971 | loss: 0.0310963 | val_loss: 0.0311438 | Time: 1479.83 ms [2020-12-20 12:27:21 main:581] : INFO : Epoch 972 | loss: 0.0310957 | val_loss: 0.0311418 | Time: 1502.6 ms [2020-12-20 12:27:23 main:581] : INFO : Epoch 973 | loss: 0.0310951 | val_loss: 0.0311469 | Time: 1495.85 ms [2020-12-20 12:27:24 main:581] : INFO : Epoch 974 | loss: 0.0310966 | val_loss: 0.0311441 | Time: 1488.8 ms [2020-12-20 12:27:26 main:581] : INFO : Epoch 975 | loss: 0.031102 | val_loss: 0.0311433 | Time: 1473.27 ms [2020-12-20 12:27:27 main:581] : INFO : Epoch 976 | loss: 0.0311046 | val_loss: 0.0311469 | Time: 1525.98 ms [2020-12-20 12:27:29 main:581] : INFO : Epoch 977 | loss: 0.0311029 | val_loss: 0.0311426 | Time: 1507.92 ms [2020-12-20 12:27:30 main:581] : INFO : Epoch 978 | loss: 0.0311019 | val_loss: 0.0311419 | Time: 1502.28 ms [2020-12-20 12:27:32 main:581] : INFO : Epoch 979 | loss: 0.0311006 | val_loss: 0.0311407 | Time: 1503.87 ms [2020-12-20 12:27:33 main:581] : INFO : Epoch 980 | loss: 0.0311032 | val_loss: 0.0311397 | Time: 1460.1 ms [2020-12-20 12:27:35 main:581] : INFO : Epoch 981 | loss: 0.0311068 | val_loss: 0.0311434 | Time: 1486.52 ms [2020-12-20 12:27:36 main:581] : INFO : Epoch 982 | loss: 0.0311064 | val_loss: 0.0311479 | Time: 1479.61 ms [2020-12-20 12:27:38 main:581] : INFO : Epoch 983 | loss: 0.0311055 | val_loss: 0.0311417 | Time: 1475.14 ms [2020-12-20 12:27:39 main:581] : INFO : Epoch 984 | loss: 0.0311045 | val_loss: 0.0311423 | Time: 1526.64 ms [2020-12-20 12:27:41 main:581] : INFO : Epoch 985 | loss: 0.0311042 | val_loss: 0.0311443 | Time: 1506.94 ms [2020-12-20 12:27:42 main:581] : INFO : Epoch 986 | loss: 0.031104 | val_loss: 0.0311365 | Time: 1519.87 ms [2020-12-20 12:27:44 main:581] : INFO : Epoch 987 | loss: 0.0311028 | val_loss: 0.0311376 | Time: 1554.19 ms [2020-12-20 12:27:45 main:581] : INFO : Epoch 988 | loss: 0.0311028 | val_loss: 0.0311414 | Time: 1501.38 ms [2020-12-20 12:27:47 main:581] : INFO : Epoch 989 | loss: 0.0311079 | val_loss: 0.0311459 | Time: 1543.72 ms [2020-12-20 12:27:48 main:581] : INFO : Epoch 990 | loss: 0.0311155 | val_loss: 0.0311433 | Time: 1511.75 ms [2020-12-20 12:27:50 main:581] : INFO : Epoch 991 | loss: 0.0311112 | val_loss: 0.0311447 | Time: 1510.2 ms [2020-12-20 12:27:51 main:581] : INFO : Epoch 992 | loss: 0.0311086 | val_loss: 0.0311509 | Time: 1486.8 ms [2020-12-20 12:27:53 main:581] : INFO : Epoch 993 | loss: 0.031105 | val_loss: 0.031138 | Time: 1488.62 ms [2020-12-20 12:27:54 main:581] : INFO : Epoch 994 | loss: 0.0311039 | val_loss: 0.0311396 | Time: 1534.68 ms [2020-12-20 12:27:56 main:581] : INFO : Epoch 995 | loss: 0.0311001 | val_loss: 0.0311438 | Time: 1536.21 ms [2020-12-20 12:27:57 main:581] : INFO : Epoch 996 | loss: 0.0311005 | val_loss: 0.0311435 | Time: 1529.27 ms [2020-12-20 12:27:59 main:581] : INFO : Epoch 997 | loss: 0.0311005 | val_loss: 0.0311372 | Time: 1485.3 ms [2020-12-20 12:28:00 main:581] : INFO : Epoch 998 | loss: 0.0311001 | val_loss: 0.0311444 | Time: 1477.12 ms [2020-12-20 12:28:02 main:581] : INFO : Epoch 999 | loss: 0.0311009 | val_loss: 0.0311396 | Time: 1493.01 ms [2020-12-20 12:28:03 main:581] : INFO : Epoch 1000 | loss: 0.0310987 | val_loss: 0.0311385 | Time: 1484.55 ms [2020-12-20 12:28:05 main:581] : INFO : Epoch 1001 | loss: 0.0310963 | val_loss: 0.0311413 | Time: 1564.94 ms [2020-12-20 12:28:07 main:581] : INFO : Epoch 1002 | loss: 0.0310944 | val_loss: 0.0311419 | Time: 1520.44 ms [2020-12-20 12:28:08 main:581] : INFO : Epoch 1003 | loss: 0.0310951 | val_loss: 0.0311409 | Time: 1531.15 ms [2020-12-20 12:28:10 main:581] : INFO : Epoch 1004 | loss: 0.0310956 | val_loss: 0.0311464 | Time: 1523.17 ms [2020-12-20 12:28:11 main:581] : INFO : Epoch 1005 | loss: 0.0310949 | val_loss: 0.0311439 | Time: 1556.13 ms [2020-12-20 12:28:13 main:581] : INFO : Epoch 1006 | loss: 0.0310954 | val_loss: 0.0311403 | Time: 1514.57 ms [2020-12-20 12:28:14 main:581] : INFO : Epoch 1007 | loss: 0.0310944 | val_loss: 0.0311433 | Time: 1537.93 ms [2020-12-20 12:28:16 main:581] : INFO : Epoch 1008 | loss: 0.0310934 | val_loss: 0.031146 | Time: 1507.98 ms [2020-12-20 12:28:17 main:581] : INFO : Epoch 1009 | loss: 0.0310911 | val_loss: 0.0311441 | Time: 1521.71 ms [2020-12-20 12:28:19 main:581] : INFO : Epoch 1010 | loss: 0.0310924 | val_loss: 0.031149 | Time: 1463.25 ms [2020-12-20 12:28:20 main:581] : INFO : Epoch 1011 | loss: 0.0310946 | val_loss: 0.0311473 | Time: 1498.71 ms [2020-12-20 12:28:22 main:581] : INFO : Epoch 1012 | loss: 0.0310945 | val_loss: 0.0311466 | Time: 1528.12 ms [2020-12-20 12:28:23 main:581] : INFO : Epoch 1013 | loss: 0.0310937 | val_loss: 0.031151 | Time: 1524.13 ms [2020-12-20 12:28:25 main:581] : INFO : Epoch 1014 | loss: 0.0310942 | val_loss: 0.0311401 | Time: 1514.7 ms [2020-12-20 12:28:26 main:581] : INFO : Epoch 1015 | loss: 0.0311143 | val_loss: 0.031138 | Time: 1495.21 ms [2020-12-20 12:28:28 main:581] : INFO : Epoch 1016 | loss: 0.0311172 | val_loss: 0.0311349 | Time: 1483.48 ms [2020-12-20 12:28:29 main:581] : INFO : Epoch 1017 | loss: 0.0311138 | val_loss: 0.0311353 | Time: 1503.03 ms [2020-12-20 12:28:31 main:581] : INFO : Epoch 1018 | loss: 0.031111 | val_loss: 0.0311353 | Time: 1520.7 ms [2020-12-20 12:28:32 main:581] : INFO : Epoch 1019 | loss: 0.0311096 | val_loss: 0.0311349 | Time: 1519.24 ms [2020-12-20 12:28:34 main:581] : INFO : Epoch 1020 | loss: 0.0311074 | val_loss: 0.0311351 | Time: 1523.01 ms [2020-12-20 12:28:35 main:581] : INFO : Epoch 1021 | loss: 0.0311082 | val_loss: 0.0311351 | Time: 1525.48 ms [2020-12-20 12:28:37 main:581] : INFO : Epoch 1022 | loss: 0.0311068 | val_loss: 0.0311413 | Time: 1499.79 ms [2020-12-20 12:28:38 main:581] : INFO : Epoch 1023 | loss: 0.0311056 | val_loss: 0.0311381 | Time: 1527.12 ms [2020-12-20 12:28:40 main:581] : INFO : Epoch 1024 | loss: 0.0311036 | val_loss: 0.0311429 | Time: 1519.59 ms [2020-12-20 12:28:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311429 [2020-12-20 12:28:40 main:610] : INFO : Saving end state to config to file [2020-12-20 12:28:40 main:615] : INFO : Success, exiting.. 12:28:40 (1294678): 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)