Task 3360448
| Name | ParityModified-1605453319-10183-6_0 |
| Workunit | 1621539 |
| Created | 19 Dec 2020, 17:55:20 UTC |
| Sent | 20 Dec 2020, 22:35:30 UTC |
| Report deadline | 27 Dec 2020, 22:35:30 UTC |
| Received | 21 Dec 2020, 10:22:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5259 |
| Run time | 24 min 27 sec |
| CPU time | 24 min 24 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: 0.0308376 | val_loss: 0.0309283 | Time: 1437.8 ms [2020-12-21 04:33:52 main:581] : INFO : Epoch 511 | loss: 0.0308378 | val_loss: 0.0309486 | Time: 1402.43 ms [2020-12-21 04:33:53 main:581] : INFO : Epoch 512 | loss: 0.0308431 | val_loss: 0.030964 | Time: 1426.14 ms [2020-12-21 04:33:55 main:581] : INFO : Epoch 513 | loss: 0.0308422 | val_loss: 0.0309381 | Time: 1429.78 ms [2020-12-21 04:33:56 main:581] : INFO : Epoch 514 | loss: 0.0308383 | val_loss: 0.0309842 | Time: 1432.77 ms [2020-12-21 04:33:57 main:581] : INFO : Epoch 515 | loss: 0.0308438 | val_loss: 0.0309711 | Time: 1441.83 ms [2020-12-21 04:33:59 main:581] : INFO : Epoch 516 | loss: 0.0308378 | val_loss: 0.0309628 | Time: 1439.43 ms [2020-12-21 04:34:00 main:581] : INFO : Epoch 517 | loss: 0.0308395 | val_loss: 0.0309513 | Time: 1443.95 ms [2020-12-21 04:34:02 main:581] : INFO : Epoch 518 | loss: 0.0308405 | val_loss: 0.0309535 | Time: 1418.65 ms [2020-12-21 04:34:03 main:581] : INFO : Epoch 519 | loss: 0.0308358 | val_loss: 0.0309491 | Time: 1452.12 ms [2020-12-21 04:34:05 main:581] : INFO : Epoch 520 | loss: 0.0308299 | val_loss: 0.0309642 | Time: 1435.96 ms [2020-12-21 04:34:06 main:581] : INFO : Epoch 521 | loss: 0.0308293 | val_loss: 0.0309704 | Time: 1408.79 ms [2020-12-21 04:34:07 main:581] : INFO : Epoch 522 | loss: 0.0308427 | val_loss: 0.0309715 | Time: 1424.23 ms [2020-12-21 04:34:09 main:581] : INFO : Epoch 523 | loss: 0.030859 | val_loss: 0.0309533 | Time: 1435.12 ms [2020-12-21 04:34:10 main:581] : INFO : Epoch 524 | loss: 0.0308423 | val_loss: 0.0309774 | Time: 1432.19 ms [2020-12-21 04:34:12 main:581] : INFO : Epoch 525 | loss: 0.0308383 | val_loss: 0.0309573 | Time: 1428.22 ms [2020-12-21 04:34:13 main:581] : INFO : Epoch 526 | loss: 0.0308335 | val_loss: 0.0309603 | Time: 1417.95 ms [2020-12-21 04:34:15 main:581] : INFO : Epoch 527 | loss: 0.0308291 | val_loss: 0.0309899 | Time: 1428.88 ms [2020-12-21 04:34:16 main:581] : INFO : Epoch 528 | loss: 0.030829 | val_loss: 0.0310099 | Time: 1441.34 ms [2020-12-21 04:34:17 main:581] : INFO : Epoch 529 | loss: 0.0308305 | val_loss: 0.03094 | Time: 1428.03 ms [2020-12-21 04:34:19 main:581] : INFO : Epoch 530 | loss: 0.0308354 | val_loss: 0.0309688 | Time: 1440.72 ms [2020-12-21 04:34:20 main:581] : INFO : Epoch 531 | loss: 0.0308254 | val_loss: 0.0309612 | Time: 1421.8 ms [2020-12-21 04:34:22 main:581] : INFO : Epoch 532 | loss: 0.0308255 | val_loss: 0.0309932 | Time: 1408.65 ms [2020-12-21 04:34:23 main:581] : INFO : Epoch 533 | loss: 0.0308196 | val_loss: 0.0309683 | Time: 1435.3 ms [2020-12-21 04:34:25 main:581] : INFO : Epoch 534 | loss: 0.0308223 | val_loss: 0.0309645 | Time: 1410.49 ms [2020-12-21 04:34:26 main:581] : INFO : Epoch 535 | loss: 0.0308264 | val_loss: 0.030965 | Time: 1423.05 ms [2020-12-21 04:34:27 main:581] : INFO : Epoch 536 | loss: 0.0308244 | val_loss: 0.0309712 | Time: 1423.44 ms [2020-12-21 04:34:29 main:581] : INFO : Epoch 537 | loss: 0.0308236 | val_loss: 0.0309976 | Time: 1407.56 ms [2020-12-21 04:34:30 main:581] : INFO : Epoch 538 | loss: 0.0308239 | val_loss: 0.0309568 | Time: 1408.97 ms [2020-12-21 04:34:32 main:581] : INFO : Epoch 539 | loss: 0.0308216 | val_loss: 0.0309419 | Time: 1430.72 ms [2020-12-21 04:34:33 main:581] : INFO : Epoch 540 | loss: 0.0308304 | val_loss: 0.0309864 | Time: 1440.38 ms [2020-12-21 04:34:35 main:581] : INFO : Epoch 541 | loss: 0.0308519 | val_loss: 0.0310041 | Time: 1462.52 ms [2020-12-21 04:34:36 main:581] : INFO : Epoch 542 | loss: 0.0308371 | val_loss: 0.0309833 | Time: 1432.13 ms [2020-12-21 04:34:37 main:581] : INFO : Epoch 543 | loss: 0.0308336 | val_loss: 0.0309409 | Time: 1451.41 ms [2020-12-21 04:34:39 main:581] : INFO : Epoch 544 | loss: 0.030836 | val_loss: 0.0309577 | Time: 1448.99 ms [2020-12-21 04:34:40 main:581] : INFO : Epoch 545 | loss: 0.0308379 | val_loss: 0.0309931 | Time: 1462.82 ms [2020-12-21 04:34:42 main:581] : INFO : Epoch 546 | loss: 0.0308281 | val_loss: 0.0309693 | Time: 1459.02 ms [2020-12-21 04:34:43 main:581] : INFO : Epoch 547 | loss: 0.0308231 | val_loss: 0.0309848 | Time: 1447.54 ms [2020-12-21 04:34:45 main:581] : INFO : Epoch 548 | loss: 0.0308283 | val_loss: 0.0309697 | Time: 1430.58 ms [2020-12-21 04:34:46 main:581] : INFO : Epoch 549 | loss: 0.0308253 | val_loss: 0.0309525 | Time: 1461.43 ms [2020-12-21 04:34:48 main:581] : INFO : Epoch 550 | loss: 0.0308215 | val_loss: 0.0309645 | Time: 1455.07 ms [2020-12-21 04:34:49 main:581] : INFO : Epoch 551 | loss: 0.0308234 | val_loss: 0.030962 | Time: 1477.54 ms [2020-12-21 04:34:51 main:581] : INFO : Epoch 552 | loss: 0.0308369 | val_loss: 0.0309673 | Time: 1466.55 ms [2020-12-21 04:34:52 main:581] : INFO : Epoch 553 | loss: 0.030838 | val_loss: 0.0309667 | Time: 1452.03 ms [2020-12-21 04:34:53 main:581] : INFO : Epoch 554 | loss: 0.0308342 | val_loss: 0.0309913 | Time: 1463.99 ms [2020-12-21 04:34:55 main:581] : INFO : Epoch 555 | loss: 0.0313917 | val_loss: 0.0326225 | Time: 1447.28 ms [2020-12-21 04:34:56 main:581] : INFO : Epoch 556 | loss: 0.0365654 | val_loss: 0.0524681 | Time: 1469.87 ms [2020-12-21 04:34:58 main:581] : INFO : Epoch 557 | loss: 0.038405 | val_loss: 0.0330327 | Time: 1475.2 ms [2020-12-21 04:34:59 main:581] : INFO : Epoch 558 | loss: 0.0318371 | val_loss: 0.0313904 | Time: 1459.54 ms [2020-12-21 04:35:01 main:581] : INFO : Epoch 559 | loss: 0.0313075 | val_loss: 0.0312374 | Time: 1491.22 ms [2020-12-21 04:35:02 main:581] : INFO : Epoch 560 | loss: 0.0312329 | val_loss: 0.031221 | Time: 1449.76 ms [2020-12-21 04:35:04 main:581] : INFO : Epoch 561 | loss: 0.0312148 | val_loss: 0.0312047 | Time: 1469.16 ms [2020-12-21 04:35:05 main:581] : INFO : Epoch 562 | loss: 0.031204 | val_loss: 0.031197 | Time: 1442.37 ms [2020-12-21 04:35:07 main:581] : INFO : Epoch 563 | loss: 0.0311973 | val_loss: 0.0311935 | Time: 1442.29 ms [2020-12-21 04:35:08 main:581] : INFO : Epoch 564 | loss: 0.0311922 | val_loss: 0.0311855 | Time: 1430.18 ms [2020-12-21 04:35:09 main:581] : INFO : Epoch 565 | loss: 0.0311871 | val_loss: 0.0311822 | Time: 1442.09 ms [2020-12-21 04:35:11 main:581] : INFO : Epoch 566 | loss: 0.0311844 | val_loss: 0.0311781 | Time: 1442.19 ms [2020-12-21 04:35:12 main:581] : INFO : Epoch 567 | loss: 0.0311803 | val_loss: 0.0311754 | Time: 1419.92 ms [2020-12-21 04:35:14 main:581] : INFO : Epoch 568 | loss: 0.0311792 | val_loss: 0.0311738 | Time: 1420.49 ms [2020-12-21 04:35:15 main:581] : INFO : Epoch 569 | loss: 0.0311816 | val_loss: 0.0311734 | Time: 1417.41 ms [2020-12-21 04:35:17 main:581] : INFO : Epoch 570 | loss: 0.0311806 | val_loss: 0.0311725 | Time: 1431.79 ms [2020-12-21 04:35:18 main:581] : INFO : Epoch 571 | loss: 0.0311779 | val_loss: 0.0311721 | Time: 1439.18 ms [2020-12-21 04:35:19 main:581] : INFO : Epoch 572 | loss: 0.0311761 | val_loss: 0.0311722 | Time: 1428.48 ms [2020-12-21 04:35:21 main:581] : INFO : Epoch 573 | loss: 0.0311781 | val_loss: 0.0311765 | Time: 1417.78 ms [2020-12-21 04:35:22 main:581] : INFO : Epoch 574 | loss: 0.031181 | val_loss: 0.0311719 | Time: 1451.16 ms [2020-12-21 04:35:24 main:581] : INFO : Epoch 575 | loss: 0.0311768 | val_loss: 0.0311727 | Time: 1419.42 ms [2020-12-21 04:35:25 main:581] : INFO : Epoch 576 | loss: 0.0311799 | val_loss: 0.0311739 | Time: 1420.31 ms [2020-12-21 04:35:27 main:581] : INFO : Epoch 577 | loss: 0.031176 | val_loss: 0.0311709 | Time: 1396.08 ms [2020-12-21 04:35:28 main:581] : INFO : Epoch 578 | loss: 0.031176 | val_loss: 0.0311705 | Time: 1406.74 ms [2020-12-21 04:35:29 main:581] : INFO : Epoch 579 | loss: 0.0311756 | val_loss: 0.0311715 | Time: 1429.55 ms [2020-12-21 04:35:31 main:581] : INFO : Epoch 580 | loss: 0.0311764 | val_loss: 0.0311707 | Time: 1404.49 ms [2020-12-21 04:35:32 main:581] : INFO : Epoch 581 | loss: 0.0311749 | val_loss: 0.0311704 | Time: 1421.65 ms [2020-12-21 04:35:34 main:581] : INFO : Epoch 582 | loss: 0.031175 | val_loss: 0.0311726 | Time: 1411.29 ms [2020-12-21 04:35:35 main:581] : INFO : Epoch 583 | loss: 0.031176 | val_loss: 0.0311706 | Time: 1407.48 ms [2020-12-21 04:35:36 main:581] : INFO : Epoch 584 | loss: 0.0311756 | val_loss: 0.0311738 | Time: 1421.2 ms [2020-12-21 04:35:38 main:581] : INFO : Epoch 585 | loss: 0.031175 | val_loss: 0.031172 | Time: 1412.01 ms [2020-12-21 04:35:39 main:581] : INFO : Epoch 586 | loss: 0.0311755 | val_loss: 0.0311704 | Time: 1410.8 ms [2020-12-21 04:35:41 main:581] : INFO : Epoch 587 | loss: 0.0311765 | val_loss: 0.0311722 | Time: 1442.23 ms [2020-12-21 04:35:42 main:581] : INFO : Epoch 588 | loss: 0.0311785 | val_loss: 0.0311701 | Time: 1402.46 ms [2020-12-21 04:35:44 main:581] : INFO : Epoch 589 | loss: 0.0311752 | val_loss: 0.03117 | Time: 1384.24 ms [2020-12-21 04:35:45 main:581] : INFO : Epoch 590 | loss: 0.0311769 | val_loss: 0.0311715 | Time: 1389.69 ms [2020-12-21 04:35:46 main:581] : INFO : Epoch 591 | loss: 0.0311762 | val_loss: 0.031177 | Time: 1385.27 ms [2020-12-21 04:35:48 main:581] : INFO : Epoch 592 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 1390.05 ms [2020-12-21 04:35:49 main:581] : INFO : Epoch 593 | loss: 0.0311799 | val_loss: 0.03117 | Time: 1390.38 ms [2020-12-21 04:35:50 main:581] : INFO : Epoch 594 | loss: 0.0311741 | val_loss: 0.0311699 | Time: 1415.48 ms [2020-12-21 04:35:52 main:581] : INFO : Epoch 595 | loss: 0.0311747 | val_loss: 0.0311729 | Time: 1376.61 ms [2020-12-21 04:35:53 main:581] : INFO : Epoch 596 | loss: 0.0311743 | val_loss: 0.0311703 | Time: 1393.88 ms [2020-12-21 04:35:55 main:581] : INFO : Epoch 597 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 1377.5 ms [2020-12-21 04:35:56 main:581] : INFO : Epoch 598 | loss: 0.0311771 | val_loss: 0.031177 | Time: 1385.43 ms [2020-12-21 04:35:57 main:581] : INFO : Epoch 599 | loss: 0.0311764 | val_loss: 0.0311711 | Time: 1392.32 ms [2020-12-21 04:35:59 main:581] : INFO : Epoch 600 | loss: 0.0311742 | val_loss: 0.0311697 | Time: 1420.31 ms [2020-12-21 04:36:00 main:581] : INFO : Epoch 601 | loss: 0.0311745 | val_loss: 0.0311772 | Time: 1432.57 ms [2020-12-21 04:36:02 main:581] : INFO : Epoch 602 | loss: 0.0311758 | val_loss: 0.0311699 | Time: 1427.42 ms [2020-12-21 04:36:03 main:581] : INFO : Epoch 603 | loss: 0.0311733 | val_loss: 0.03117 | Time: 1424.16 ms [2020-12-21 04:36:05 main:581] : INFO : Epoch 604 | loss: 0.0311745 | val_loss: 0.0311702 | Time: 1434.51 ms [2020-12-21 04:36:06 main:581] : INFO : Epoch 605 | loss: 0.0311757 | val_loss: 0.0311702 | Time: 1429.14 ms [2020-12-21 04:36:07 main:581] : INFO : Epoch 606 | loss: 0.031174 | val_loss: 0.0311789 | Time: 1423.86 ms [2020-12-21 04:36:09 main:581] : INFO : Epoch 607 | loss: 0.0311748 | val_loss: 0.0311728 | Time: 1421.86 ms [2020-12-21 04:36:10 main:581] : INFO : Epoch 608 | loss: 0.0311751 | val_loss: 0.0311709 | Time: 1451.62 ms [2020-12-21 04:36:12 main:581] : INFO : Epoch 609 | loss: 0.0311741 | val_loss: 0.0311717 | Time: 1418.54 ms [2020-12-21 04:36:13 main:581] : INFO : Epoch 610 | loss: 0.0311731 | val_loss: 0.0311701 | Time: 1423.57 ms [2020-12-21 04:36:15 main:581] : INFO : Epoch 611 | loss: 0.0311727 | val_loss: 0.0311708 | Time: 1424.15 ms [2020-12-21 04:36:16 main:581] : INFO : Epoch 612 | loss: 0.0311745 | val_loss: 0.0311697 | Time: 1417.08 ms [2020-12-21 04:36:17 main:581] : INFO : Epoch 613 | loss: 0.0311733 | val_loss: 0.0311709 | Time: 1435.2 ms [2020-12-21 04:36:19 main:581] : INFO : Epoch 614 | loss: 0.0311766 | val_loss: 0.0311723 | Time: 1428.25 ms [2020-12-21 04:36:20 main:581] : INFO : Epoch 615 | loss: 0.0311747 | val_loss: 0.0311708 | Time: 1391.01 ms [2020-12-21 04:36:22 main:581] : INFO : Epoch 616 | loss: 0.0311732 | val_loss: 0.0311704 | Time: 1406.65 ms [2020-12-21 04:36:23 main:581] : INFO : Epoch 617 | loss: 0.0311741 | val_loss: 0.0311759 | Time: 1380.4 ms [2020-12-21 04:36:24 main:581] : INFO : Epoch 618 | loss: 0.0311738 | val_loss: 0.0311723 | Time: 1393.89 ms [2020-12-21 04:36:26 main:581] : INFO : Epoch 619 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 1384.6 ms [2020-12-21 04:36:27 main:581] : INFO : Epoch 620 | loss: 0.0311757 | val_loss: 0.0311695 | Time: 1380.59 ms [2020-12-21 04:36:29 main:581] : INFO : Epoch 621 | loss: 0.0311724 | val_loss: 0.0311694 | Time: 1411.69 ms [2020-12-21 04:36:30 main:581] : INFO : Epoch 622 | loss: 0.0311727 | val_loss: 0.0311694 | Time: 1401.73 ms [2020-12-21 04:36:31 main:581] : INFO : Epoch 623 | loss: 0.0311728 | val_loss: 0.0311689 | Time: 1400.43 ms [2020-12-21 04:36:33 main:581] : INFO : Epoch 624 | loss: 0.031174 | val_loss: 0.0311756 | Time: 1409.63 ms [2020-12-21 04:36:34 main:581] : INFO : Epoch 625 | loss: 0.0311742 | val_loss: 0.0311696 | Time: 1395.64 ms [2020-12-21 04:36:36 main:581] : INFO : Epoch 626 | loss: 0.0311729 | val_loss: 0.0311755 | Time: 1393.41 ms [2020-12-21 04:36:37 main:581] : INFO : Epoch 627 | loss: 0.031175 | val_loss: 0.0311699 | Time: 1394.96 ms [2020-12-21 04:36:38 main:581] : INFO : Epoch 628 | loss: 0.0311724 | val_loss: 0.0311697 | Time: 1410.49 ms [2020-12-21 04:36:40 main:581] : INFO : Epoch 629 | loss: 0.0311737 | val_loss: 0.0311666 | Time: 1391.73 ms [2020-12-21 04:36:41 main:581] : INFO : Epoch 630 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1384.01 ms [2020-12-21 04:36:43 main:581] : INFO : Epoch 631 | loss: 0.0311717 | val_loss: 0.0311646 | Time: 1393.64 ms [2020-12-21 04:36:44 main:581] : INFO : Epoch 632 | loss: 0.0311715 | val_loss: 0.031161 | Time: 1411.54 ms [2020-12-21 04:36:45 main:581] : INFO : Epoch 633 | loss: 0.031168 | val_loss: 0.0311628 | Time: 1379.89 ms [2020-12-21 04:36:47 main:581] : INFO : Epoch 634 | loss: 0.0311644 | val_loss: 0.031151 | Time: 1399.56 ms [2020-12-21 04:36:48 main:581] : INFO : Epoch 635 | loss: 0.0311565 | val_loss: 0.0311485 | Time: 1420.42 ms [2020-12-21 04:36:50 main:581] : INFO : Epoch 636 | loss: 0.0311481 | val_loss: 0.0311382 | Time: 1398.99 ms [2020-12-21 04:36:51 main:581] : INFO : Epoch 637 | loss: 0.0311395 | val_loss: 0.031132 | Time: 1423.78 ms [2020-12-21 04:36:52 main:581] : INFO : Epoch 638 | loss: 0.0311359 | val_loss: 0.0311362 | Time: 1407.82 ms [2020-12-21 04:36:54 main:581] : INFO : Epoch 639 | loss: 0.0311552 | val_loss: 0.0311438 | Time: 1398.95 ms [2020-12-21 04:36:55 main:581] : INFO : Epoch 640 | loss: 0.0311517 | val_loss: 0.0311268 | Time: 1404.03 ms [2020-12-21 04:36:57 main:581] : INFO : Epoch 641 | loss: 0.0311433 | val_loss: 0.0311275 | Time: 1422.65 ms [2020-12-21 04:36:58 main:581] : INFO : Epoch 642 | loss: 0.0311351 | val_loss: 0.0311233 | Time: 1408.32 ms [2020-12-21 04:36:59 main:581] : INFO : Epoch 643 | loss: 0.031135 | val_loss: 0.0311236 | Time: 1414.59 ms [2020-12-21 04:37:01 main:581] : INFO : Epoch 644 | loss: 0.0311316 | val_loss: 0.0311208 | Time: 1434.28 ms [2020-12-21 04:37:02 main:581] : INFO : Epoch 645 | loss: 0.0311305 | val_loss: 0.031127 | Time: 1413.58 ms [2020-12-21 04:37:04 main:581] : INFO : Epoch 646 | loss: 0.0311531 | val_loss: 0.0312189 | Time: 1510.64 ms [2020-12-21 04:37:05 main:581] : INFO : Epoch 647 | loss: 0.0311603 | val_loss: 0.0311287 | Time: 1466.61 ms [2020-12-21 04:37:07 main:581] : INFO : Epoch 648 | loss: 0.0311344 | val_loss: 0.0311383 | Time: 1545.7 ms [2020-12-21 04:37:08 main:581] : INFO : Epoch 649 | loss: 0.0311273 | val_loss: 0.0311212 | Time: 1419.14 ms [2020-12-21 04:37:10 main:581] : INFO : Epoch 650 | loss: 0.0311293 | val_loss: 0.031129 | Time: 1408.89 ms [2020-12-21 04:37:11 main:581] : INFO : Epoch 651 | loss: 0.0311337 | val_loss: 0.0311373 | Time: 1415.09 ms [2020-12-21 04:37:13 main:581] : INFO : Epoch 652 | loss: 0.0311368 | val_loss: 0.0311197 | Time: 1444.71 ms [2020-12-21 04:37:14 main:581] : INFO : Epoch 653 | loss: 0.0311275 | val_loss: 0.0311216 | Time: 1428.54 ms [2020-12-21 04:37:15 main:581] : INFO : Epoch 654 | loss: 0.0311421 | val_loss: 0.0311192 | Time: 1421.01 ms [2020-12-21 04:37:17 main:581] : INFO : Epoch 655 | loss: 0.0311256 | val_loss: 0.0311226 | Time: 1524.96 ms [2020-12-21 04:37:18 main:581] : INFO : Epoch 656 | loss: 0.0311286 | val_loss: 0.031117 | Time: 1529.7 ms [2020-12-21 04:37:20 main:581] : INFO : Epoch 657 | loss: 0.0311244 | val_loss: 0.0311309 | Time: 1453.17 ms [2020-12-21 04:37:21 main:581] : INFO : Epoch 658 | loss: 0.0311277 | val_loss: 0.0311479 | Time: 1429.98 ms [2020-12-21 04:37:23 main:581] : INFO : Epoch 659 | loss: 0.0311274 | val_loss: 0.0311463 | Time: 1419.23 ms [2020-12-21 04:37:24 main:581] : INFO : Epoch 660 | loss: 0.0311413 | val_loss: 0.0311222 | Time: 1424.99 ms [2020-12-21 04:37:26 main:581] : INFO : Epoch 661 | loss: 0.0311261 | val_loss: 0.0311225 | Time: 1405.06 ms [2020-12-21 04:37:27 main:581] : INFO : Epoch 662 | loss: 0.0311237 | val_loss: 0.0311224 | Time: 1418.82 ms [2020-12-21 04:37:28 main:581] : INFO : Epoch 663 | loss: 0.0311242 | val_loss: 0.0311177 | Time: 1401.04 ms [2020-12-21 04:37:30 main:581] : INFO : Epoch 664 | loss: 0.0311255 | val_loss: 0.0311291 | Time: 1410.95 ms [2020-12-21 04:37:31 main:581] : INFO : Epoch 665 | loss: 0.0311278 | val_loss: 0.0311171 | Time: 1419.55 ms [2020-12-21 04:37:33 main:581] : INFO : Epoch 666 | loss: 0.0311278 | val_loss: 0.0311168 | Time: 1523.19 ms [2020-12-21 04:37:34 main:581] : INFO : Epoch 667 | loss: 0.0311231 | val_loss: 0.0311297 | Time: 1524.76 ms [2020-12-21 04:37:36 main:581] : INFO : Epoch 668 | loss: 0.0311236 | val_loss: 0.0311165 | Time: 1408.29 ms [2020-12-21 04:37:37 main:581] : INFO : Epoch 669 | loss: 0.0311219 | val_loss: 0.0311168 | Time: 1428.34 ms [2020-12-21 04:37:39 main:581] : INFO : Epoch 670 | loss: 0.0311274 | val_loss: 0.0311333 | Time: 1420 ms [2020-12-21 04:37:40 main:581] : INFO : Epoch 671 | loss: 0.0311256 | val_loss: 0.0311309 | Time: 1451.34 ms [2020-12-21 04:37:41 main:581] : INFO : Epoch 672 | loss: 0.0311286 | val_loss: 0.0311225 | Time: 1428.73 ms [2020-12-21 04:37:43 main:581] : INFO : Epoch 673 | loss: 0.0311245 | val_loss: 0.0311208 | Time: 1429.03 ms [2020-12-21 04:37:44 main:581] : INFO : Epoch 674 | loss: 0.0311373 | val_loss: 0.0311179 | Time: 1412.88 ms [2020-12-21 04:37:46 main:581] : INFO : Epoch 675 | loss: 0.0311294 | val_loss: 0.0311224 | Time: 1416.28 ms [2020-12-21 04:37:47 main:581] : INFO : Epoch 676 | loss: 0.0311294 | val_loss: 0.0311307 | Time: 1421.04 ms [2020-12-21 04:37:48 main:581] : INFO : Epoch 677 | loss: 0.031123 | val_loss: 0.0311175 | Time: 1418.76 ms [2020-12-21 04:37:50 main:581] : INFO : Epoch 678 | loss: 0.0311265 | val_loss: 0.031115 | Time: 1423.52 ms [2020-12-21 04:37:51 main:581] : INFO : Epoch 679 | loss: 0.0311285 | val_loss: 0.0311439 | Time: 1426.97 ms [2020-12-21 04:37:53 main:581] : INFO : Epoch 680 | loss: 0.0311328 | val_loss: 0.0311153 | Time: 1420 ms [2020-12-21 04:37:54 main:581] : INFO : Epoch 681 | loss: 0.0311263 | val_loss: 0.0311213 | Time: 1412.51 ms [2020-12-21 04:37:56 main:581] : INFO : Epoch 682 | loss: 0.0311512 | val_loss: 0.031121 | Time: 1410.09 ms [2020-12-21 04:37:57 main:581] : INFO : Epoch 683 | loss: 0.0311319 | val_loss: 0.0311161 | Time: 1409.69 ms [2020-12-21 04:37:58 main:581] : INFO : Epoch 684 | loss: 0.0311259 | val_loss: 0.0311141 | Time: 1415.51 ms [2020-12-21 04:38:00 main:581] : INFO : Epoch 685 | loss: 0.0311278 | val_loss: 0.0311139 | Time: 1415.8 ms [2020-12-21 04:38:01 main:581] : INFO : Epoch 686 | loss: 0.0311229 | val_loss: 0.031112 | Time: 1394.79 ms [2020-12-21 04:38:03 main:581] : INFO : Epoch 687 | loss: 0.0311204 | val_loss: 0.031115 | Time: 1423.59 ms [2020-12-21 04:38:04 main:581] : INFO : Epoch 688 | loss: 0.0311201 | val_loss: 0.0311128 | Time: 1414.08 ms [2020-12-21 04:38:05 main:581] : INFO : Epoch 689 | loss: 0.0311267 | val_loss: 0.031129 | Time: 1415.26 ms [2020-12-21 04:38:07 main:581] : INFO : Epoch 690 | loss: 0.0311287 | val_loss: 0.0311274 | Time: 1411.54 ms [2020-12-21 04:38:08 main:581] : INFO : Epoch 691 | loss: 0.0311257 | val_loss: 0.031116 | Time: 1428.26 ms [2020-12-21 04:38:10 main:581] : INFO : Epoch 692 | loss: 0.0311194 | val_loss: 0.0311126 | Time: 1400.85 ms [2020-12-21 04:38:11 main:581] : INFO : Epoch 693 | loss: 0.0311196 | val_loss: 0.0311202 | Time: 1439.67 ms [2020-12-21 04:38:13 main:581] : INFO : Epoch 694 | loss: 0.0311263 | val_loss: 0.0311139 | Time: 1418.95 ms [2020-12-21 04:38:14 main:581] : INFO : Epoch 695 | loss: 0.0311275 | val_loss: 0.0311234 | Time: 1403.5 ms [2020-12-21 04:38:15 main:581] : INFO : Epoch 696 | loss: 0.0311211 | val_loss: 0.0311152 | Time: 1414.52 ms [2020-12-21 04:38:17 main:581] : INFO : Epoch 697 | loss: 0.0311239 | val_loss: 0.0311138 | Time: 1423.84 ms [2020-12-21 04:38:18 main:581] : INFO : Epoch 698 | loss: 0.0311236 | val_loss: 0.0311282 | Time: 1416.47 ms [2020-12-21 04:38:20 main:581] : INFO : Epoch 699 | loss: 0.0311221 | val_loss: 0.0311175 | Time: 1412.35 ms [2020-12-21 04:38:21 main:581] : INFO : Epoch 700 | loss: 0.0311248 | val_loss: 0.0311193 | Time: 1393.86 ms [2020-12-21 04:38:22 main:581] : INFO : Epoch 701 | loss: 0.0311268 | val_loss: 0.0311445 | Time: 1428.71 ms [2020-12-21 04:38:24 main:581] : INFO : Epoch 702 | loss: 0.0311205 | val_loss: 0.0311137 | Time: 1407.17 ms [2020-12-21 04:38:25 main:581] : INFO : Epoch 703 | loss: 0.0311214 | val_loss: 0.0311151 | Time: 1428.48 ms [2020-12-21 04:38:27 main:581] : INFO : Epoch 704 | loss: 0.0311235 | val_loss: 0.031164 | Time: 1419.87 ms [2020-12-21 04:38:28 main:581] : INFO : Epoch 705 | loss: 0.0311307 | val_loss: 0.0311147 | Time: 1410.34 ms [2020-12-21 04:38:30 main:581] : INFO : Epoch 706 | loss: 0.0311252 | val_loss: 0.0311179 | Time: 1395.12 ms [2020-12-21 04:38:31 main:581] : INFO : Epoch 707 | loss: 0.0311225 | val_loss: 0.0311144 | Time: 1396.55 ms [2020-12-21 04:38:32 main:581] : INFO : Epoch 708 | loss: 0.0311234 | val_loss: 0.0311222 | Time: 1411.19 ms [2020-12-21 04:38:34 main:581] : INFO : Epoch 709 | loss: 0.0311243 | val_loss: 0.0311139 | Time: 1411.66 ms [2020-12-21 04:38:35 main:581] : INFO : Epoch 710 | loss: 0.0311358 | val_loss: 0.0311519 | Time: 1444.69 ms [2020-12-21 04:38:37 main:581] : INFO : Epoch 711 | loss: 0.0311298 | val_loss: 0.0311201 | Time: 1455.64 ms [2020-12-21 04:38:38 main:581] : INFO : Epoch 712 | loss: 0.0311247 | val_loss: 0.0311219 | Time: 1454.14 ms [2020-12-21 04:38:40 main:581] : INFO : Epoch 713 | loss: 0.0311199 | val_loss: 0.0311131 | Time: 1425.53 ms [2020-12-21 04:38:41 main:581] : INFO : Epoch 714 | loss: 0.0311193 | val_loss: 0.0311165 | Time: 1436.14 ms [2020-12-21 04:38:42 main:581] : INFO : Epoch 715 | loss: 0.0311252 | val_loss: 0.0311176 | Time: 1428.82 ms [2020-12-21 04:38:44 main:581] : INFO : Epoch 716 | loss: 0.0311206 | val_loss: 0.031115 | Time: 1438.32 ms [2020-12-21 04:38:45 main:581] : INFO : Epoch 717 | loss: 0.0311209 | val_loss: 0.0311311 | Time: 1437.65 ms [2020-12-21 04:38:47 main:581] : INFO : Epoch 718 | loss: 0.0311212 | val_loss: 0.0311315 | Time: 1424.15 ms [2020-12-21 04:38:48 main:581] : INFO : Epoch 719 | loss: 0.0311274 | val_loss: 0.0311245 | Time: 1425.9 ms [2020-12-21 04:38:50 main:581] : INFO : Epoch 720 | loss: 0.0311212 | val_loss: 0.0311221 | Time: 1425.38 ms [2020-12-21 04:38:51 main:581] : INFO : Epoch 721 | loss: 0.0311237 | val_loss: 0.0311226 | Time: 1434.74 ms [2020-12-21 04:38:52 main:581] : INFO : Epoch 722 | loss: 0.0311226 | val_loss: 0.0311228 | Time: 1434.52 ms [2020-12-21 04:38:54 main:581] : INFO : Epoch 723 | loss: 0.0311235 | val_loss: 0.0311132 | Time: 1428.91 ms [2020-12-21 04:38:55 main:581] : INFO : Epoch 724 | loss: 0.0311213 | val_loss: 0.0311177 | Time: 1419.17 ms [2020-12-21 04:38:57 main:581] : INFO : Epoch 725 | loss: 0.0311175 | val_loss: 0.0311135 | Time: 1408.82 ms [2020-12-21 04:38:58 main:581] : INFO : Epoch 726 | loss: 0.0311187 | val_loss: 0.0311252 | Time: 1419.8 ms [2020-12-21 04:39:00 main:581] : INFO : Epoch 727 | loss: 0.0311204 | val_loss: 0.0311216 | Time: 1405.45 ms [2020-12-21 04:39:01 main:581] : INFO : Epoch 728 | loss: 0.0311194 | val_loss: 0.0311142 | Time: 1402.78 ms [2020-12-21 04:39:02 main:581] : INFO : Epoch 729 | loss: 0.0311247 | val_loss: 0.0311204 | Time: 1407.14 ms [2020-12-21 04:39:04 main:581] : INFO : Epoch 730 | loss: 0.0311258 | val_loss: 0.031125 | Time: 1412 ms [2020-12-21 04:39:05 main:581] : INFO : Epoch 731 | loss: 0.0311239 | val_loss: 0.0311133 | Time: 1418.95 ms [2020-12-21 04:39:07 main:581] : INFO : Epoch 732 | loss: 0.0311203 | val_loss: 0.0311151 | Time: 1433.03 ms [2020-12-21 04:39:08 main:581] : INFO : Epoch 733 | loss: 0.0311196 | val_loss: 0.0311188 | Time: 1421.17 ms [2020-12-21 04:39:09 main:581] : INFO : Epoch 734 | loss: 0.0311182 | val_loss: 0.0311715 | Time: 1416.54 ms [2020-12-21 04:39:11 main:581] : INFO : Epoch 735 | loss: 0.031129 | val_loss: 0.0311144 | Time: 1427.79 ms [2020-12-21 04:39:12 main:581] : INFO : Epoch 736 | loss: 0.0311177 | val_loss: 0.0311138 | Time: 1411.81 ms [2020-12-21 04:39:14 main:581] : INFO : Epoch 737 | loss: 0.031131 | val_loss: 0.0311616 | Time: 1449.18 ms [2020-12-21 04:39:15 main:581] : INFO : Epoch 738 | loss: 0.0311305 | val_loss: 0.0311183 | Time: 1402.21 ms [2020-12-21 04:39:17 main:581] : INFO : Epoch 739 | loss: 0.0311204 | val_loss: 0.0311155 | Time: 1428.33 ms [2020-12-21 04:39:18 main:581] : INFO : Epoch 740 | loss: 0.0311219 | val_loss: 0.031119 | Time: 1431.87 ms [2020-12-21 04:39:19 main:581] : INFO : Epoch 741 | loss: 0.0311274 | val_loss: 0.031116 | Time: 1405.59 ms [2020-12-21 04:39:21 main:581] : INFO : Epoch 742 | loss: 0.031128 | val_loss: 0.0311161 | Time: 1416.82 ms [2020-12-21 04:39:22 main:581] : INFO : Epoch 743 | loss: 0.0311176 | val_loss: 0.0311223 | Time: 1436.73 ms [2020-12-21 04:39:24 main:581] : INFO : Epoch 744 | loss: 0.0311201 | val_loss: 0.0311277 | Time: 1426.21 ms [2020-12-21 04:39:25 main:581] : INFO : Epoch 745 | loss: 0.0311267 | val_loss: 0.0311145 | Time: 1406.77 ms [2020-12-21 04:39:26 main:581] : INFO : Epoch 746 | loss: 0.0311189 | val_loss: 0.0311132 | Time: 1439.94 ms [2020-12-21 04:39:28 main:581] : INFO : Epoch 747 | loss: 0.0311266 | val_loss: 0.0311198 | Time: 1429.75 ms [2020-12-21 04:39:29 main:581] : INFO : Epoch 748 | loss: 0.0311167 | val_loss: 0.0311146 | Time: 1422.6 ms [2020-12-21 04:39:31 main:581] : INFO : Epoch 749 | loss: 0.0311172 | val_loss: 0.0311175 | Time: 1426.63 ms [2020-12-21 04:39:32 main:581] : INFO : Epoch 750 | loss: 0.0311204 | val_loss: 0.0311137 | Time: 1426.22 ms [2020-12-21 04:39:34 main:581] : INFO : Epoch 751 | loss: 0.0311167 | val_loss: 0.0311167 | Time: 1423.7 ms [2020-12-21 04:39:35 main:581] : INFO : Epoch 752 | loss: 0.0311188 | val_loss: 0.0311177 | Time: 1430.21 ms [2020-12-21 04:39:36 main:581] : INFO : Epoch 753 | loss: 0.0311188 | val_loss: 0.0311251 | Time: 1421.24 ms [2020-12-21 04:39:38 main:581] : INFO : Epoch 754 | loss: 0.0311215 | val_loss: 0.0311144 | Time: 1415.24 ms [2020-12-21 04:39:39 main:581] : INFO : Epoch 755 | loss: 0.0311205 | val_loss: 0.0311211 | Time: 1413.38 ms [2020-12-21 04:39:41 main:581] : INFO : Epoch 756 | loss: 0.0311278 | val_loss: 0.0311331 | Time: 1400.24 ms [2020-12-21 04:39:42 main:581] : INFO : Epoch 757 | loss: 0.0311251 | val_loss: 0.0311147 | Time: 1417.22 ms [2020-12-21 04:39:44 main:581] : INFO : Epoch 758 | loss: 0.0311189 | val_loss: 0.0311158 | Time: 1394.85 ms [2020-12-21 04:39:45 main:581] : INFO : Epoch 759 | loss: 0.0311195 | val_loss: 0.031115 | Time: 1414.39 ms [2020-12-21 04:39:46 main:581] : INFO : Epoch 760 | loss: 0.0311219 | val_loss: 0.0311193 | Time: 1426.66 ms [2020-12-21 04:39:48 main:581] : INFO : Epoch 761 | loss: 0.0311181 | val_loss: 0.0311286 | Time: 1430.21 ms [2020-12-21 04:39:49 main:581] : INFO : Epoch 762 | loss: 0.0311276 | val_loss: 0.0311265 | Time: 1469.8 ms [2020-12-21 04:39:51 main:581] : INFO : Epoch 763 | loss: 0.0311185 | val_loss: 0.0311148 | Time: 1434 ms [2020-12-21 04:39:52 main:581] : INFO : Epoch 764 | loss: 0.0311164 | val_loss: 0.0311163 | Time: 1451.63 ms [2020-12-21 04:39:54 main:581] : INFO : Epoch 765 | loss: 0.0311165 | val_loss: 0.0311163 | Time: 1448.67 ms [2020-12-21 04:39:55 main:581] : INFO : Epoch 766 | loss: 0.031117 | val_loss: 0.0311219 | Time: 1437.52 ms [2020-12-21 04:39:56 main:581] : INFO : Epoch 767 | loss: 0.0311196 | val_loss: 0.0311185 | Time: 1464.62 ms [2020-12-21 04:39:58 main:581] : INFO : Epoch 768 | loss: 0.0311222 | val_loss: 0.0311364 | Time: 1453.27 ms [2020-12-21 04:39:59 main:581] : INFO : Epoch 769 | loss: 0.0311285 | val_loss: 0.0311156 | Time: 1451.14 ms [2020-12-21 04:40:01 main:581] : INFO : Epoch 770 | loss: 0.0311171 | val_loss: 0.0311146 | Time: 1425.53 ms [2020-12-21 04:40:02 main:581] : INFO : Epoch 771 | loss: 0.0311219 | val_loss: 0.0311224 | Time: 1427.13 ms [2020-12-21 04:40:04 main:581] : INFO : Epoch 772 | loss: 0.0311208 | val_loss: 0.0311199 | Time: 1428.33 ms [2020-12-21 04:40:05 main:581] : INFO : Epoch 773 | loss: 0.0311217 | val_loss: 0.0311152 | Time: 1409.48 ms [2020-12-21 04:40:07 main:581] : INFO : Epoch 774 | loss: 0.0311165 | val_loss: 0.0311191 | Time: 1407.7 ms [2020-12-21 04:40:08 main:581] : INFO : Epoch 775 | loss: 0.031118 | val_loss: 0.0311146 | Time: 1401.6 ms [2020-12-21 04:40:09 main:581] : INFO : Epoch 776 | loss: 0.0311205 | val_loss: 0.0311209 | Time: 1402.4 ms [2020-12-21 04:40:11 main:581] : INFO : Epoch 777 | loss: 0.0311255 | val_loss: 0.0311322 | Time: 1398.83 ms [2020-12-21 04:40:12 main:581] : INFO : Epoch 778 | loss: 0.0311317 | val_loss: 0.0311416 | Time: 1391.01 ms [2020-12-21 04:40:13 main:581] : INFO : Epoch 779 | loss: 0.0311225 | val_loss: 0.0311372 | Time: 1400.47 ms [2020-12-21 04:40:15 main:581] : INFO : Epoch 780 | loss: 0.0311319 | val_loss: 0.0311257 | Time: 1408.18 ms [2020-12-21 04:40:16 main:581] : INFO : Epoch 781 | loss: 0.0311267 | val_loss: 0.0311221 | Time: 1412.5 ms [2020-12-21 04:40:18 main:581] : INFO : Epoch 782 | loss: 0.0311183 | val_loss: 0.0311207 | Time: 1417.45 ms [2020-12-21 04:40:19 main:581] : INFO : Epoch 783 | loss: 0.0311211 | val_loss: 0.0311194 | Time: 1404.47 ms [2020-12-21 04:40:21 main:581] : INFO : Epoch 784 | loss: 0.0311158 | val_loss: 0.0311171 | Time: 1398.26 ms [2020-12-21 04:40:22 main:581] : INFO : Epoch 785 | loss: 0.0311228 | val_loss: 0.0311198 | Time: 1393.2 ms [2020-12-21 04:40:23 main:581] : INFO : Epoch 786 | loss: 0.0311258 | val_loss: 0.0311163 | Time: 1406.36 ms [2020-12-21 04:40:25 main:581] : INFO : Epoch 787 | loss: 0.0311158 | val_loss: 0.0311158 | Time: 1391.88 ms [2020-12-21 04:40:26 main:581] : INFO : Epoch 788 | loss: 0.0311198 | val_loss: 0.0311255 | Time: 1412.73 ms [2020-12-21 04:40:28 main:581] : INFO : Epoch 789 | loss: 0.0311224 | val_loss: 0.031127 | Time: 1389.46 ms [2020-12-21 04:40:29 main:581] : INFO : Epoch 790 | loss: 0.0311177 | val_loss: 0.0311175 | Time: 1430.31 ms [2020-12-21 04:40:30 main:581] : INFO : Epoch 791 | loss: 0.0311183 | val_loss: 0.0311221 | Time: 1404.5 ms [2020-12-21 04:40:32 main:581] : INFO : Epoch 792 | loss: 0.0311176 | val_loss: 0.0311167 | Time: 1420.74 ms [2020-12-21 04:40:33 main:581] : INFO : Epoch 793 | loss: 0.0311196 | val_loss: 0.0311236 | Time: 1407.44 ms [2020-12-21 04:40:35 main:581] : INFO : Epoch 794 | loss: 0.0311241 | val_loss: 0.0311239 | Time: 1397.72 ms [2020-12-21 04:40:36 main:581] : INFO : Epoch 795 | loss: 0.0311238 | val_loss: 0.0311145 | Time: 1377.17 ms [2020-12-21 04:40:37 main:581] : INFO : Epoch 796 | loss: 0.0311189 | val_loss: 0.0311176 | Time: 1422.54 ms [2020-12-21 04:40:39 main:581] : INFO : Epoch 797 | loss: 0.0311187 | val_loss: 0.031114 | Time: 1406.02 ms [2020-12-21 04:40:40 main:581] : INFO : Epoch 798 | loss: 0.0311179 | val_loss: 0.0311144 | Time: 1420.9 ms [2020-12-21 04:40:42 main:581] : INFO : Epoch 799 | loss: 0.031117 | val_loss: 0.0311148 | Time: 1420.69 ms [2020-12-21 04:40:43 main:581] : INFO : Epoch 800 | loss: 0.0311249 | val_loss: 0.0311299 | Time: 1401.67 ms [2020-12-21 04:40:44 main:581] : INFO : Epoch 801 | loss: 0.0311207 | val_loss: 0.0311239 | Time: 1401.95 ms [2020-12-21 04:40:46 main:581] : INFO : Epoch 802 | loss: 0.0311233 | val_loss: 0.0311142 | Time: 1388.72 ms [2020-12-21 04:40:47 main:581] : INFO : Epoch 803 | loss: 0.0311201 | val_loss: 0.0311239 | Time: 1401.02 ms [2020-12-21 04:40:49 main:581] : INFO : Epoch 804 | loss: 0.03112 | val_loss: 0.0311159 | Time: 1400.82 ms [2020-12-21 04:40:50 main:581] : INFO : Epoch 805 | loss: 0.0311209 | val_loss: 0.0311335 | Time: 1409.22 ms [2020-12-21 04:40:51 main:581] : INFO : Epoch 806 | loss: 0.0311186 | val_loss: 0.0311192 | Time: 1402.76 ms [2020-12-21 04:40:53 main:581] : INFO : Epoch 807 | loss: 0.0311188 | val_loss: 0.0311341 | Time: 1378.82 ms [2020-12-21 04:40:54 main:581] : INFO : Epoch 808 | loss: 0.0311191 | val_loss: 0.0311228 | Time: 1438.92 ms [2020-12-21 04:40:56 main:581] : INFO : Epoch 809 | loss: 0.0311151 | val_loss: 0.0311137 | Time: 1407.36 ms [2020-12-21 04:40:57 main:581] : INFO : Epoch 810 | loss: 0.0311233 | val_loss: 0.0311539 | Time: 1426.92 ms [2020-12-21 04:40:59 main:581] : INFO : Epoch 811 | loss: 0.031129 | val_loss: 0.0311355 | Time: 1409.69 ms [2020-12-21 04:41:00 main:581] : INFO : Epoch 812 | loss: 0.0311273 | val_loss: 0.0311242 | Time: 1439.77 ms [2020-12-21 04:41:01 main:581] : INFO : Epoch 813 | loss: 0.0311211 | val_loss: 0.0311176 | Time: 1428.22 ms [2020-12-21 04:41:03 main:581] : INFO : Epoch 814 | loss: 0.0311162 | val_loss: 0.0311114 | Time: 1409.98 ms [2020-12-21 04:41:04 main:581] : INFO : Epoch 815 | loss: 0.0311184 | val_loss: 0.0311143 | Time: 1408.79 ms [2020-12-21 04:41:06 main:581] : INFO : Epoch 816 | loss: 0.0311173 | val_loss: 0.0311129 | Time: 1417.77 ms [2020-12-21 04:41:07 main:581] : INFO : Epoch 817 | loss: 0.0311163 | val_loss: 0.0311122 | Time: 1419.36 ms [2020-12-21 04:41:08 main:581] : INFO : Epoch 818 | loss: 0.0311159 | val_loss: 0.0311116 | Time: 1409.39 ms [2020-12-21 04:41:10 main:581] : INFO : Epoch 819 | loss: 0.0311171 | val_loss: 0.0311107 | Time: 1425.15 ms [2020-12-21 04:41:11 main:581] : INFO : Epoch 820 | loss: 0.0311191 | val_loss: 0.0311149 | Time: 1402.94 ms [2020-12-21 04:41:13 main:581] : INFO : Epoch 821 | loss: 0.0311227 | val_loss: 0.0311121 | Time: 1403.93 ms [2020-12-21 04:41:14 main:581] : INFO : Epoch 822 | loss: 0.0311169 | val_loss: 0.0311265 | Time: 1419.85 ms [2020-12-21 04:41:16 main:581] : INFO : Epoch 823 | loss: 0.0311212 | val_loss: 0.0311198 | Time: 1403.78 ms [2020-12-21 04:41:17 main:581] : INFO : Epoch 824 | loss: 0.0311206 | val_loss: 0.0311167 | Time: 1392.52 ms [2020-12-21 04:41:18 main:581] : INFO : Epoch 825 | loss: 0.031115 | val_loss: 0.0311126 | Time: 1407.46 ms [2020-12-21 04:41:20 main:581] : INFO : Epoch 826 | loss: 0.0311208 | val_loss: 0.0311245 | Time: 1424.12 ms [2020-12-21 04:41:21 main:581] : INFO : Epoch 827 | loss: 0.0311185 | val_loss: 0.0311164 | Time: 1415.62 ms [2020-12-21 04:41:23 main:581] : INFO : Epoch 828 | loss: 0.0311179 | val_loss: 0.0311145 | Time: 1423.02 ms [2020-12-21 04:41:24 main:581] : INFO : Epoch 829 | loss: 0.0311208 | val_loss: 0.0311153 | Time: 1422.07 ms [2020-12-21 04:41:25 main:581] : INFO : Epoch 830 | loss: 0.0311183 | val_loss: 0.0311303 | Time: 1407.23 ms [2020-12-21 04:41:27 main:581] : INFO : Epoch 831 | loss: 0.0311301 | val_loss: 0.0311265 | Time: 1410.44 ms [2020-12-21 04:41:28 main:581] : INFO : Epoch 832 | loss: 0.0311239 | val_loss: 0.0311144 | Time: 1405.56 ms [2020-12-21 04:41:30 main:581] : INFO : Epoch 833 | loss: 0.0311193 | val_loss: 0.0311157 | Time: 1385.31 ms [2020-12-21 04:41:31 main:581] : INFO : Epoch 834 | loss: 0.0311162 | val_loss: 0.0311144 | Time: 1408.95 ms [2020-12-21 04:41:32 main:581] : INFO : Epoch 835 | loss: 0.0311161 | val_loss: 0.0311145 | Time: 1392.12 ms [2020-12-21 04:41:34 main:581] : INFO : Epoch 836 | loss: 0.0311175 | val_loss: 0.0311229 | Time: 1387.75 ms [2020-12-21 04:41:35 main:581] : INFO : Epoch 837 | loss: 0.0311226 | val_loss: 0.0311163 | Time: 1393.5 ms [2020-12-21 04:41:37 main:581] : INFO : Epoch 838 | loss: 0.0311205 | val_loss: 0.0311167 | Time: 1428.56 ms [2020-12-21 04:41:38 main:581] : INFO : Epoch 839 | loss: 0.0311233 | val_loss: 0.0311182 | Time: 1413.09 ms [2020-12-21 04:41:39 main:581] : INFO : Epoch 840 | loss: 0.0311175 | val_loss: 0.0311303 | Time: 1423.51 ms [2020-12-21 04:41:41 main:581] : INFO : Epoch 841 | loss: 0.0311185 | val_loss: 0.0311186 | Time: 1410.48 ms [2020-12-21 04:41:42 main:581] : INFO : Epoch 842 | loss: 0.0311176 | val_loss: 0.031132 | Time: 1448.68 ms [2020-12-21 04:41:44 main:581] : INFO : Epoch 843 | loss: 0.0311192 | val_loss: 0.0311138 | Time: 1443.6 ms [2020-12-21 04:41:45 main:581] : INFO : Epoch 844 | loss: 0.031119 | val_loss: 0.0311157 | Time: 1447.26 ms [2020-12-21 04:41:47 main:581] : INFO : Epoch 845 | loss: 0.0311168 | val_loss: 0.0311196 | Time: 1422.03 ms [2020-12-21 04:41:48 main:581] : INFO : Epoch 846 | loss: 0.0311147 | val_loss: 0.0311177 | Time: 1436.54 ms [2020-12-21 04:41:49 main:581] : INFO : Epoch 847 | loss: 0.0311183 | val_loss: 0.0311179 | Time: 1436.52 ms [2020-12-21 04:41:51 main:581] : INFO : Epoch 848 | loss: 0.0311233 | val_loss: 0.0311243 | Time: 1424.57 ms [2020-12-21 04:41:52 main:581] : INFO : Epoch 849 | loss: 0.0311173 | val_loss: 0.0311307 | Time: 1445.65 ms [2020-12-21 04:41:54 main:581] : INFO : Epoch 850 | loss: 0.0311213 | val_loss: 0.0311116 | Time: 1405.54 ms [2020-12-21 04:41:55 main:581] : INFO : Epoch 851 | loss: 0.0311232 | val_loss: 0.0311144 | Time: 1411.27 ms [2020-12-21 04:41:57 main:581] : INFO : Epoch 852 | loss: 0.031118 | val_loss: 0.0311119 | Time: 1407.71 ms [2020-12-21 04:41:58 main:581] : INFO : Epoch 853 | loss: 0.031116 | val_loss: 0.0311265 | Time: 1420.83 ms [2020-12-21 04:41:59 main:581] : INFO : Epoch 854 | loss: 0.031116 | val_loss: 0.0311114 | Time: 1428.53 ms [2020-12-21 04:42:01 main:581] : INFO : Epoch 855 | loss: 0.0311157 | val_loss: 0.0311141 | Time: 1401.84 ms [2020-12-21 04:42:02 main:581] : INFO : Epoch 856 | loss: 0.0311195 | val_loss: 0.0311173 | Time: 1407.4 ms [2020-12-21 04:42:04 main:581] : INFO : Epoch 857 | loss: 0.0311186 | val_loss: 0.0311176 | Time: 1420.24 ms [2020-12-21 04:42:05 main:581] : INFO : Epoch 858 | loss: 0.0311193 | val_loss: 0.0311137 | Time: 1423.16 ms [2020-12-21 04:42:07 main:581] : INFO : Epoch 859 | loss: 0.0311194 | val_loss: 0.031118 | Time: 1416.45 ms [2020-12-21 04:42:08 main:581] : INFO : Epoch 860 | loss: 0.0311184 | val_loss: 0.0311158 | Time: 1447.31 ms [2020-12-21 04:42:09 main:581] : INFO : Epoch 861 | loss: 0.0311196 | val_loss: 0.0311127 | Time: 1436.95 ms [2020-12-21 04:42:11 main:581] : INFO : Epoch 862 | loss: 0.0311174 | val_loss: 0.0311267 | Time: 1407.15 ms [2020-12-21 04:42:12 main:581] : INFO : Epoch 863 | loss: 0.0311306 | val_loss: 0.0311301 | Time: 1431.14 ms [2020-12-21 04:42:14 main:581] : INFO : Epoch 864 | loss: 0.0311308 | val_loss: 0.0311221 | Time: 1431.93 ms [2020-12-21 04:42:15 main:581] : INFO : Epoch 865 | loss: 0.0311201 | val_loss: 0.0311126 | Time: 1433.57 ms [2020-12-21 04:42:16 main:581] : INFO : Epoch 866 | loss: 0.0311185 | val_loss: 0.0311167 | Time: 1384.22 ms [2020-12-21 04:42:18 main:581] : INFO : Epoch 867 | loss: 0.0311225 | val_loss: 0.0311179 | Time: 1427.82 ms [2020-12-21 04:42:19 main:581] : INFO : Epoch 868 | loss: 0.0311218 | val_loss: 0.0311169 | Time: 1426.03 ms [2020-12-21 04:42:21 main:581] : INFO : Epoch 869 | loss: 0.0311192 | val_loss: 0.0311104 | Time: 1405.02 ms [2020-12-21 04:42:22 main:581] : INFO : Epoch 870 | loss: 0.0311197 | val_loss: 0.0311151 | Time: 1415.63 ms [2020-12-21 04:42:24 main:581] : INFO : Epoch 871 | loss: 0.031119 | val_loss: 0.0311125 | Time: 1392.23 ms [2020-12-21 04:42:25 main:581] : INFO : Epoch 872 | loss: 0.03112 | val_loss: 0.0311276 | Time: 1423.88 ms [2020-12-21 04:42:26 main:581] : INFO : Epoch 873 | loss: 0.031121 | val_loss: 0.0311144 | Time: 1413.71 ms [2020-12-21 04:42:28 main:581] : INFO : Epoch 874 | loss: 0.0311146 | val_loss: 0.0311117 | Time: 1405.26 ms [2020-12-21 04:42:29 main:581] : INFO : Epoch 875 | loss: 0.0311139 | val_loss: 0.0311137 | Time: 1417.52 ms [2020-12-21 04:42:31 main:581] : INFO : Epoch 876 | loss: 0.0311139 | val_loss: 0.0311138 | Time: 1444.14 ms [2020-12-21 04:42:32 main:581] : INFO : Epoch 877 | loss: 0.0311177 | val_loss: 0.0311136 | Time: 1414.63 ms [2020-12-21 04:42:33 main:581] : INFO : Epoch 878 | loss: 0.0311216 | val_loss: 0.0311147 | Time: 1415.48 ms [2020-12-21 04:42:35 main:581] : INFO : Epoch 879 | loss: 0.0311154 | val_loss: 0.0311206 | Time: 1414.85 ms [2020-12-21 04:42:36 main:581] : INFO : Epoch 880 | loss: 0.031119 | val_loss: 0.0311131 | Time: 1431.83 ms [2020-12-21 04:42:38 main:581] : INFO : Epoch 881 | loss: 0.0311179 | val_loss: 0.0311167 | Time: 1417.67 ms [2020-12-21 04:42:39 main:581] : INFO : Epoch 882 | loss: 0.0311155 | val_loss: 0.0311187 | Time: 1434.85 ms [2020-12-21 04:42:41 main:581] : INFO : Epoch 883 | loss: 0.0311159 | val_loss: 0.0311161 | Time: 1415.16 ms [2020-12-21 04:42:42 main:581] : INFO : Epoch 884 | loss: 0.0311148 | val_loss: 0.0311143 | Time: 1420.74 ms [2020-12-21 04:42:43 main:581] : INFO : Epoch 885 | loss: 0.0311167 | val_loss: 0.0311149 | Time: 1419.28 ms [2020-12-21 04:42:45 main:581] : INFO : Epoch 886 | loss: 0.031114 | val_loss: 0.0311123 | Time: 1423.57 ms [2020-12-21 04:42:46 main:581] : INFO : Epoch 887 | loss: 0.0311179 | val_loss: 0.0311187 | Time: 1432.58 ms [2020-12-21 04:42:48 main:581] : INFO : Epoch 888 | loss: 0.0311214 | val_loss: 0.0311137 | Time: 1454.39 ms [2020-12-21 04:42:49 main:581] : INFO : Epoch 889 | loss: 0.0311243 | val_loss: 0.0311294 | Time: 1419.54 ms [2020-12-21 04:42:51 main:581] : INFO : Epoch 890 | loss: 0.031125 | val_loss: 0.0311134 | Time: 1393.94 ms [2020-12-21 04:42:52 main:581] : INFO : Epoch 891 | loss: 0.0311177 | val_loss: 0.0311131 | Time: 1412.34 ms [2020-12-21 04:42:53 main:581] : INFO : Epoch 892 | loss: 0.0311231 | val_loss: 0.0311202 | Time: 1394.97 ms [2020-12-21 04:42:55 main:581] : INFO : Epoch 893 | loss: 0.0311196 | val_loss: 0.0311181 | Time: 1415.47 ms [2020-12-21 04:42:56 main:581] : INFO : Epoch 894 | loss: 0.0311155 | val_loss: 0.0311331 | Time: 1414.36 ms [2020-12-21 04:42:58 main:581] : INFO : Epoch 895 | loss: 0.0311189 | val_loss: 0.0311284 | Time: 1401.85 ms [2020-12-21 04:42:59 main:581] : INFO : Epoch 896 | loss: 0.0311269 | val_loss: 0.0311398 | Time: 1390.32 ms [2020-12-21 04:43:00 main:581] : INFO : Epoch 897 | loss: 0.0311209 | val_loss: 0.0311144 | Time: 1390.38 ms [2020-12-21 04:43:02 main:581] : INFO : Epoch 898 | loss: 0.0311173 | val_loss: 0.0311131 | Time: 1400.27 ms [2020-12-21 04:43:03 main:581] : INFO : Epoch 899 | loss: 0.0311172 | val_loss: 0.0311135 | Time: 1414.06 ms [2020-12-21 04:43:05 main:581] : INFO : Epoch 900 | loss: 0.0311154 | val_loss: 0.0311128 | Time: 1415.95 ms [2020-12-21 04:43:06 main:581] : INFO : Epoch 901 | loss: 0.0311223 | val_loss: 0.0311122 | Time: 1395.7 ms [2020-12-21 04:43:07 main:581] : INFO : Epoch 902 | loss: 0.0311157 | val_loss: 0.0311131 | Time: 1401.79 ms [2020-12-21 04:43:09 main:581] : INFO : Epoch 903 | loss: 0.0311142 | val_loss: 0.0311148 | Time: 1412.72 ms [2020-12-21 04:43:10 main:581] : INFO : Epoch 904 | loss: 0.0311189 | val_loss: 0.0311301 | Time: 1407.33 ms [2020-12-21 04:43:12 main:581] : INFO : Epoch 905 | loss: 0.0311228 | val_loss: 0.0311133 | Time: 1403.65 ms [2020-12-21 04:43:13 main:581] : INFO : Epoch 906 | loss: 0.0311166 | val_loss: 0.0311133 | Time: 1392.17 ms [2020-12-21 04:43:14 main:581] : INFO : Epoch 907 | loss: 0.0311155 | val_loss: 0.0311115 | Time: 1393.08 ms [2020-12-21 04:43:16 main:581] : INFO : Epoch 908 | loss: 0.0311158 | val_loss: 0.0311211 | Time: 1405 ms [2020-12-21 04:43:17 main:581] : INFO : Epoch 909 | loss: 0.0311189 | val_loss: 0.031115 | Time: 1397.07 ms [2020-12-21 04:43:19 main:581] : INFO : Epoch 910 | loss: 0.0311171 | val_loss: 0.0311148 | Time: 1434.42 ms [2020-12-21 04:43:20 main:581] : INFO : Epoch 911 | loss: 0.0311178 | val_loss: 0.0311119 | Time: 1438.57 ms [2020-12-21 04:43:22 main:581] : INFO : Epoch 912 | loss: 0.0311173 | val_loss: 0.0311184 | Time: 1428.37 ms [2020-12-21 04:43:23 main:581] : INFO : Epoch 913 | loss: 0.0311204 | val_loss: 0.0311225 | Time: 1476.99 ms [2020-12-21 04:43:24 main:581] : INFO : Epoch 914 | loss: 0.031119 | val_loss: 0.0311142 | Time: 1471.96 ms [2020-12-21 04:43:26 main:581] : INFO : Epoch 915 | loss: 0.0311154 | val_loss: 0.0311131 | Time: 1454.33 ms [2020-12-21 04:43:27 main:581] : INFO : Epoch 916 | loss: 0.0311156 | val_loss: 0.031112 | Time: 1496.14 ms [2020-12-21 04:43:29 main:581] : INFO : Epoch 917 | loss: 0.031117 | val_loss: 0.0311135 | Time: 1476.1 ms [2020-12-21 04:43:30 main:581] : INFO : Epoch 918 | loss: 0.0311137 | val_loss: 0.0311121 | Time: 1482.12 ms [2020-12-21 04:43:32 main:581] : INFO : Epoch 919 | loss: 0.0311166 | val_loss: 0.0311471 | Time: 1471.12 ms [2020-12-21 04:43:33 main:581] : INFO : Epoch 920 | loss: 0.0311308 | val_loss: 0.0311216 | Time: 1496.19 ms [2020-12-21 04:43:35 main:581] : INFO : Epoch 921 | loss: 0.0311263 | val_loss: 0.0311164 | Time: 1448.54 ms [2020-12-21 04:43:36 main:581] : INFO : Epoch 922 | loss: 0.0311173 | val_loss: 0.0311263 | Time: 1465.08 ms [2020-12-21 04:43:38 main:581] : INFO : Epoch 923 | loss: 0.0311229 | val_loss: 0.0311329 | Time: 1456.83 ms [2020-12-21 04:43:39 main:581] : INFO : Epoch 924 | loss: 0.0311224 | val_loss: 0.0311172 | Time: 1473.95 ms [2020-12-21 04:43:41 main:581] : INFO : Epoch 925 | loss: 0.0311175 | val_loss: 0.0311142 | Time: 1456.56 ms [2020-12-21 04:43:42 main:581] : INFO : Epoch 926 | loss: 0.0311138 | val_loss: 0.0311118 | Time: 1449.61 ms [2020-12-21 04:43:44 main:581] : INFO : Epoch 927 | loss: 0.0311172 | val_loss: 0.0311116 | Time: 1435.65 ms [2020-12-21 04:43:45 main:581] : INFO : Epoch 928 | loss: 0.0311155 | val_loss: 0.0311117 | Time: 1436.52 ms [2020-12-21 04:43:46 main:581] : INFO : Epoch 929 | loss: 0.0311172 | val_loss: 0.0311111 | Time: 1427.47 ms [2020-12-21 04:43:48 main:581] : INFO : Epoch 930 | loss: 0.0311205 | val_loss: 0.0311305 | Time: 1426.4 ms [2020-12-21 04:43:49 main:581] : INFO : Epoch 931 | loss: 0.0311195 | val_loss: 0.0311126 | Time: 1452.52 ms [2020-12-21 04:43:51 main:581] : INFO : Epoch 932 | loss: 0.0311172 | val_loss: 0.0311187 | Time: 1422.89 ms [2020-12-21 04:43:52 main:581] : INFO : Epoch 933 | loss: 0.031115 | val_loss: 0.0311138 | Time: 1422.25 ms [2020-12-21 04:43:54 main:581] : INFO : Epoch 934 | loss: 0.0311136 | val_loss: 0.0311132 | Time: 1431.58 ms [2020-12-21 04:43:55 main:581] : INFO : Epoch 935 | loss: 0.0311142 | val_loss: 0.031111 | Time: 1443.69 ms [2020-12-21 04:43:56 main:581] : INFO : Epoch 936 | loss: 0.0311161 | val_loss: 0.0311111 | Time: 1448.97 ms [2020-12-21 04:43:58 main:581] : INFO : Epoch 937 | loss: 0.0311223 | val_loss: 0.0311227 | Time: 1435.98 ms [2020-12-21 04:43:59 main:581] : INFO : Epoch 938 | loss: 0.0311255 | val_loss: 0.0311305 | Time: 1465.87 ms [2020-12-21 04:44:01 main:581] : INFO : Epoch 939 | loss: 0.0311217 | val_loss: 0.0311123 | Time: 1435.49 ms [2020-12-21 04:44:02 main:581] : INFO : Epoch 940 | loss: 0.0311162 | val_loss: 0.0311142 | Time: 1455.99 ms [2020-12-21 04:44:04 main:581] : INFO : Epoch 941 | loss: 0.0311162 | val_loss: 0.0311128 | Time: 1428.81 ms [2020-12-21 04:44:05 main:581] : INFO : Epoch 942 | loss: 0.031116 | val_loss: 0.0311239 | Time: 1453.18 ms [2020-12-21 04:44:07 main:581] : INFO : Epoch 943 | loss: 0.0311176 | val_loss: 0.0311151 | Time: 1431.37 ms [2020-12-21 04:44:08 main:581] : INFO : Epoch 944 | loss: 0.0311176 | val_loss: 0.0311255 | Time: 1440.2 ms [2020-12-21 04:44:09 main:581] : INFO : Epoch 945 | loss: 0.0311216 | val_loss: 0.031142 | Time: 1429.39 ms [2020-12-21 04:44:11 main:581] : INFO : Epoch 946 | loss: 0.0311357 | val_loss: 0.0311173 | Time: 1422.28 ms [2020-12-21 04:44:12 main:581] : INFO : Epoch 947 | loss: 0.0311167 | val_loss: 0.0311143 | Time: 1476.14 ms [2020-12-21 04:44:14 main:581] : INFO : Epoch 948 | loss: 0.0311156 | val_loss: 0.0311124 | Time: 1435.71 ms [2020-12-21 04:44:15 main:581] : INFO : Epoch 949 | loss: 0.0311146 | val_loss: 0.03112 | Time: 1442.84 ms [2020-12-21 04:44:17 main:581] : INFO : Epoch 950 | loss: 0.0311178 | val_loss: 0.031116 | Time: 1440.83 ms [2020-12-21 04:44:18 main:581] : INFO : Epoch 951 | loss: 0.0311137 | val_loss: 0.031115 | Time: 1441.73 ms [2020-12-21 04:44:20 main:581] : INFO : Epoch 952 | loss: 0.0311168 | val_loss: 0.0311153 | Time: 1422.89 ms [2020-12-21 04:44:21 main:581] : INFO : Epoch 953 | loss: 0.031121 | val_loss: 0.0311213 | Time: 1448.57 ms [2020-12-21 04:44:22 main:581] : INFO : Epoch 954 | loss: 0.0311155 | val_loss: 0.0311216 | Time: 1449.78 ms [2020-12-21 04:44:24 main:581] : INFO : Epoch 955 | loss: 0.0311168 | val_loss: 0.0311167 | Time: 1466.29 ms [2020-12-21 04:44:25 main:581] : INFO : Epoch 956 | loss: 0.0311174 | val_loss: 0.0311231 | Time: 1442.44 ms [2020-12-21 04:44:27 main:581] : INFO : Epoch 957 | loss: 0.031119 | val_loss: 0.0311216 | Time: 1433.41 ms [2020-12-21 04:44:28 main:581] : INFO : Epoch 958 | loss: 0.0311152 | val_loss: 0.0311141 | Time: 1429.31 ms [2020-12-21 04:44:30 main:581] : INFO : Epoch 959 | loss: 0.0311177 | val_loss: 0.0311375 | Time: 1447.13 ms [2020-12-21 04:44:31 main:581] : INFO : Epoch 960 | loss: 0.0311204 | val_loss: 0.0311146 | Time: 1443.12 ms [2020-12-21 04:44:33 main:581] : INFO : Epoch 961 | loss: 0.0311167 | val_loss: 0.0311128 | Time: 1437.97 ms [2020-12-21 04:44:34 main:581] : INFO : Epoch 962 | loss: 0.0311148 | val_loss: 0.0311155 | Time: 1473.14 ms [2020-12-21 04:44:35 main:581] : INFO : Epoch 963 | loss: 0.0311152 | val_loss: 0.0311123 | Time: 1445.03 ms [2020-12-21 04:44:37 main:581] : INFO : Epoch 964 | loss: 0.0311177 | val_loss: 0.0311163 | Time: 1450.54 ms [2020-12-21 04:44:38 main:581] : INFO : Epoch 965 | loss: 0.0311176 | val_loss: 0.0311197 | Time: 1426.67 ms [2020-12-21 04:44:40 main:581] : INFO : Epoch 966 | loss: 0.0311196 | val_loss: 0.0311206 | Time: 1436.5 ms [2020-12-21 04:44:41 main:581] : INFO : Epoch 967 | loss: 0.0311149 | val_loss: 0.0311138 | Time: 1428.3 ms [2020-12-21 04:44:43 main:581] : INFO : Epoch 968 | loss: 0.0311135 | val_loss: 0.0311119 | Time: 1425.73 ms [2020-12-21 04:44:44 main:581] : INFO : Epoch 969 | loss: 0.0311167 | val_loss: 0.0311169 | Time: 1419.02 ms [2020-12-21 04:44:45 main:581] : INFO : Epoch 970 | loss: 0.0311223 | val_loss: 0.0311233 | Time: 1425.6 ms [2020-12-21 04:44:47 main:581] : INFO : Epoch 971 | loss: 0.0311218 | val_loss: 0.0311185 | Time: 1432.22 ms [2020-12-21 04:44:48 main:581] : INFO : Epoch 972 | loss: 0.0311194 | val_loss: 0.0311263 | Time: 1418.19 ms [2020-12-21 04:44:50 main:581] : INFO : Epoch 973 | loss: 0.0311169 | val_loss: 0.0311136 | Time: 1434.78 ms [2020-12-21 04:44:51 main:581] : INFO : Epoch 974 | loss: 0.0311195 | val_loss: 0.0311242 | Time: 1423.41 ms [2020-12-21 04:44:53 main:581] : INFO : Epoch 975 | loss: 0.0311236 | val_loss: 0.0311169 | Time: 1385.97 ms [2020-12-21 04:44:54 main:581] : INFO : Epoch 976 | loss: 0.0311243 | val_loss: 0.0311157 | Time: 1421.54 ms [2020-12-21 04:44:55 main:581] : INFO : Epoch 977 | loss: 0.0311262 | val_loss: 0.0311187 | Time: 1431.59 ms [2020-12-21 04:44:57 main:581] : INFO : Epoch 978 | loss: 0.0311197 | val_loss: 0.0311154 | Time: 1438.33 ms [2020-12-21 04:44:58 main:581] : INFO : Epoch 979 | loss: 0.031116 | val_loss: 0.0311233 | Time: 1432.63 ms [2020-12-21 04:45:00 main:581] : INFO : Epoch 980 | loss: 0.0311222 | val_loss: 0.0311218 | Time: 1422.94 ms [2020-12-21 04:45:01 main:581] : INFO : Epoch 981 | loss: 0.031121 | val_loss: 0.0311229 | Time: 1426.9 ms [2020-12-21 04:45:03 main:581] : INFO : Epoch 982 | loss: 0.0311182 | val_loss: 0.0311175 | Time: 1437.75 ms [2020-12-21 04:45:04 main:581] : INFO : Epoch 983 | loss: 0.0311202 | val_loss: 0.0311124 | Time: 1453.58 ms [2020-12-21 04:45:05 main:581] : INFO : Epoch 984 | loss: 0.031117 | val_loss: 0.0311122 | Time: 1438.94 ms [2020-12-21 04:45:07 main:581] : INFO : Epoch 985 | loss: 0.031116 | val_loss: 0.0311191 | Time: 1436.79 ms [2020-12-21 04:45:08 main:581] : INFO : Epoch 986 | loss: 0.0311163 | val_loss: 0.0311171 | Time: 1429.41 ms [2020-12-21 04:45:10 main:581] : INFO : Epoch 987 | loss: 0.0311209 | val_loss: 0.0311153 | Time: 1427.91 ms [2020-12-21 04:45:11 main:581] : INFO : Epoch 988 | loss: 0.0311147 | val_loss: 0.0311122 | Time: 1424.2 ms [2020-12-21 04:45:13 main:581] : INFO : Epoch 989 | loss: 0.0311171 | val_loss: 0.0311114 | Time: 1433.35 ms [2020-12-21 04:45:14 main:581] : INFO : Epoch 990 | loss: 0.0311266 | val_loss: 0.0311359 | Time: 1425.79 ms [2020-12-21 04:45:15 main:581] : INFO : Epoch 991 | loss: 0.031125 | val_loss: 0.0311131 | Time: 1449.45 ms [2020-12-21 04:45:17 main:581] : INFO : Epoch 992 | loss: 0.0311187 | val_loss: 0.0311284 | Time: 1441.75 ms [2020-12-21 04:45:18 main:581] : INFO : Epoch 993 | loss: 0.0311252 | val_loss: 0.0311163 | Time: 1431.76 ms [2020-12-21 04:45:20 main:581] : INFO : Epoch 994 | loss: 0.0311242 | val_loss: 0.0311183 | Time: 1434.85 ms [2020-12-21 04:45:21 main:581] : INFO : Epoch 995 | loss: 0.0311168 | val_loss: 0.0311287 | Time: 1415.9 ms [2020-12-21 04:45:23 main:581] : INFO : Epoch 996 | loss: 0.0311204 | val_loss: 0.0311231 | Time: 1423.54 ms [2020-12-21 04:45:24 main:581] : INFO : Epoch 997 | loss: 0.0311167 | val_loss: 0.0311175 | Time: 1434.84 ms [2020-12-21 04:45:25 main:581] : INFO : Epoch 998 | loss: 0.0311196 | val_loss: 0.0311225 | Time: 1410.77 ms [2020-12-21 04:45:27 main:581] : INFO : Epoch 999 | loss: 0.0311205 | val_loss: 0.031117 | Time: 1429.31 ms [2020-12-21 04:45:28 main:581] : INFO : Epoch 1000 | loss: 0.0311243 | val_loss: 0.0311241 | Time: 1416.64 ms [2020-12-21 04:45:30 main:581] : INFO : Epoch 1001 | loss: 0.0311279 | val_loss: 0.0311148 | Time: 1435.31 ms [2020-12-21 04:45:31 main:581] : INFO : Epoch 1002 | loss: 0.0311207 | val_loss: 0.0311191 | Time: 1419.7 ms [2020-12-21 04:45:33 main:581] : INFO : Epoch 1003 | loss: 0.0311265 | val_loss: 0.0311239 | Time: 1429.54 ms [2020-12-21 04:45:34 main:581] : INFO : Epoch 1004 | loss: 0.0311203 | val_loss: 0.0311185 | Time: 1404.63 ms [2020-12-21 04:45:35 main:581] : INFO : Epoch 1005 | loss: 0.0311221 | val_loss: 0.0311161 | Time: 1417.13 ms [2020-12-21 04:45:37 main:581] : INFO : Epoch 1006 | loss: 0.0311206 | val_loss: 0.031114 | Time: 1422.87 ms [2020-12-21 04:45:38 main:581] : INFO : Epoch 1007 | loss: 0.0311171 | val_loss: 0.0311119 | Time: 1432.08 ms [2020-12-21 04:45:40 main:581] : INFO : Epoch 1008 | loss: 0.0311236 | val_loss: 0.0311132 | Time: 1449.07 ms [2020-12-21 04:45:41 main:581] : INFO : Epoch 1009 | loss: 0.0311189 | val_loss: 0.0311142 | Time: 1418.32 ms [2020-12-21 04:45:43 main:581] : INFO : Epoch 1010 | loss: 0.03112 | val_loss: 0.0311153 | Time: 1424.28 ms [2020-12-21 04:45:44 main:581] : INFO : Epoch 1011 | loss: 0.0311181 | val_loss: 0.0311285 | Time: 1424.3 ms [2020-12-21 04:45:45 main:581] : INFO : Epoch 1012 | loss: 0.0311268 | val_loss: 0.0311269 | Time: 1418.62 ms [2020-12-21 04:45:47 main:581] : INFO : Epoch 1013 | loss: 0.031144 | val_loss: 0.031153 | Time: 1417.25 ms [2020-12-21 04:45:48 main:581] : INFO : Epoch 1014 | loss: 0.0311462 | val_loss: 0.0311245 | Time: 1412.11 ms [2020-12-21 04:45:50 main:581] : INFO : Epoch 1015 | loss: 0.0311288 | val_loss: 0.0311309 | Time: 1417.63 ms [2020-12-21 04:45:51 main:581] : INFO : Epoch 1016 | loss: 0.0311344 | val_loss: 0.0311222 | Time: 1407.5 ms [2020-12-21 04:45:53 main:581] : INFO : Epoch 1017 | loss: 0.0311264 | val_loss: 0.0311175 | Time: 1431.78 ms [2020-12-21 04:45:54 main:581] : INFO : Epoch 1018 | loss: 0.0311218 | val_loss: 0.031119 | Time: 1447.37 ms [2020-12-21 04:45:55 main:581] : INFO : Epoch 1019 | loss: 0.0311235 | val_loss: 0.0311153 | Time: 1407.49 ms [2020-12-21 04:45:57 main:581] : INFO : Epoch 1020 | loss: 0.0311263 | val_loss: 0.0311282 | Time: 1441.03 ms [2020-12-21 04:45:58 main:581] : INFO : Epoch 1021 | loss: 0.031147 | val_loss: 0.0311416 | Time: 1441.41 ms [2020-12-21 04:46:00 main:581] : INFO : Epoch 1022 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 1430.71 ms [2020-12-21 04:46:01 main:581] : INFO : Epoch 1023 | loss: 0.0311853 | val_loss: 0.0311792 | Time: 1442.74 ms [2020-12-21 04:46:03 main:581] : INFO : Epoch 1024 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 1443.35 ms [2020-12-21 04:46:03 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822 [2020-12-21 04:46:03 main:610] : INFO : Saving end state to config to file [2020-12-21 04:46:03 main:615] : INFO : Success, exiting.. 04:46:03 (869436): 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)