Task 3562822
| Name | ParityMachine-1605152078-24691-13_0 |
| Workunit | 1782857 |
| Created | 6 Jan 2021, 4:17:25 UTC |
| Sent | 10 Jan 2021, 11:55:32 UTC |
| Report deadline | 17 Jan 2021, 11:55:32 UTC |
| Received | 11 Jan 2021, 0:33:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 26 min 9 sec |
| CPU time | 25 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 6,946.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311572 | val_loss: 0.03117 | Time: 1436.99 ms [2021-01-10 18:45:47 main:574] : INFO : Epoch 515 | loss: 0.0311603 | val_loss: 0.0311828 | Time: 1433.83 ms [2021-01-10 18:45:48 main:574] : INFO : Epoch 516 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 1444.71 ms [2021-01-10 18:45:50 main:574] : INFO : Epoch 517 | loss: 0.0311562 | val_loss: 0.0311721 | Time: 1426.26 ms [2021-01-10 18:45:51 main:574] : INFO : Epoch 518 | loss: 0.0311572 | val_loss: 0.0311707 | Time: 1579.8 ms [2021-01-10 18:45:53 main:574] : INFO : Epoch 519 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 1598.09 ms [2021-01-10 18:45:54 main:574] : INFO : Epoch 520 | loss: 0.0311559 | val_loss: 0.0311692 | Time: 1423.55 ms [2021-01-10 18:45:56 main:574] : INFO : Epoch 521 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 1442.15 ms [2021-01-10 18:45:57 main:574] : INFO : Epoch 522 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 1431.43 ms [2021-01-10 18:45:59 main:574] : INFO : Epoch 523 | loss: 0.0311556 | val_loss: 0.0311736 | Time: 1432.78 ms [2021-01-10 18:46:00 main:574] : INFO : Epoch 524 | loss: 0.0311565 | val_loss: 0.0311711 | Time: 1671.54 ms [2021-01-10 18:46:02 main:574] : INFO : Epoch 525 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 1426.01 ms [2021-01-10 18:46:03 main:574] : INFO : Epoch 526 | loss: 0.0311575 | val_loss: 0.0311793 | Time: 1433.88 ms [2021-01-10 18:46:05 main:574] : INFO : Epoch 527 | loss: 0.0311556 | val_loss: 0.0311723 | Time: 1430.55 ms [2021-01-10 18:46:06 main:574] : INFO : Epoch 528 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 1421.38 ms [2021-01-10 18:46:08 main:574] : INFO : Epoch 529 | loss: 0.0311523 | val_loss: 0.0311716 | Time: 1721.94 ms [2021-01-10 18:46:09 main:574] : INFO : Epoch 530 | loss: 0.0311525 | val_loss: 0.0311742 | Time: 1438.84 ms [2021-01-10 18:46:11 main:574] : INFO : Epoch 531 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 1423.39 ms [2021-01-10 18:46:12 main:574] : INFO : Epoch 532 | loss: 0.0311518 | val_loss: 0.0311728 | Time: 1426.69 ms [2021-01-10 18:46:14 main:574] : INFO : Epoch 533 | loss: 0.031153 | val_loss: 0.0311724 | Time: 1440.56 ms [2021-01-10 18:46:15 main:574] : INFO : Epoch 534 | loss: 0.0311561 | val_loss: 0.0311723 | Time: 1559.5 ms [2021-01-10 18:46:17 main:574] : INFO : Epoch 535 | loss: 0.0311538 | val_loss: 0.0311731 | Time: 1731.84 ms [2021-01-10 18:46:18 main:574] : INFO : Epoch 536 | loss: 0.0311542 | val_loss: 0.0311772 | Time: 1439.44 ms [2021-01-10 18:46:20 main:574] : INFO : Epoch 537 | loss: 0.0311524 | val_loss: 0.0311727 | Time: 1423.46 ms [2021-01-10 18:46:21 main:574] : INFO : Epoch 538 | loss: 0.0311519 | val_loss: 0.031172 | Time: 1426.68 ms [2021-01-10 18:46:23 main:574] : INFO : Epoch 539 | loss: 0.0311528 | val_loss: 0.0311757 | Time: 1447.12 ms [2021-01-10 18:46:24 main:574] : INFO : Epoch 540 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 1721.71 ms [2021-01-10 18:46:26 main:574] : INFO : Epoch 541 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 1431.41 ms [2021-01-10 18:46:27 main:574] : INFO : Epoch 542 | loss: 0.0311518 | val_loss: 0.031173 | Time: 1431.71 ms [2021-01-10 18:46:29 main:574] : INFO : Epoch 543 | loss: 0.0311515 | val_loss: 0.0311728 | Time: 1427.13 ms [2021-01-10 18:46:30 main:574] : INFO : Epoch 544 | loss: 0.0311524 | val_loss: 0.0311734 | Time: 1444.99 ms [2021-01-10 18:46:32 main:574] : INFO : Epoch 545 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 1829.81 ms [2021-01-10 18:46:33 main:574] : INFO : Epoch 546 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1406.3 ms [2021-01-10 18:46:35 main:574] : INFO : Epoch 547 | loss: 0.0311509 | val_loss: 0.0311746 | Time: 1426.98 ms [2021-01-10 18:46:37 main:574] : INFO : Epoch 548 | loss: 0.0311514 | val_loss: 0.0311718 | Time: 2135.84 ms [2021-01-10 18:46:39 main:574] : INFO : Epoch 549 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 2074.38 ms [2021-01-10 18:46:41 main:574] : INFO : Epoch 550 | loss: 0.0311541 | val_loss: 0.0311724 | Time: 1748.67 ms [2021-01-10 18:46:42 main:574] : INFO : Epoch 551 | loss: 0.0311507 | val_loss: 0.031172 | Time: 1409.01 ms [2021-01-10 18:46:44 main:574] : INFO : Epoch 552 | loss: 0.0311517 | val_loss: 0.0311784 | Time: 1445.29 ms [2021-01-10 18:46:45 main:574] : INFO : Epoch 553 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 1427.94 ms [2021-01-10 18:46:47 main:574] : INFO : Epoch 554 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 1439.23 ms [2021-01-10 18:46:48 main:574] : INFO : Epoch 555 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1832.13 ms [2021-01-10 18:46:50 main:574] : INFO : Epoch 556 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 1440.08 ms [2021-01-10 18:46:51 main:574] : INFO : Epoch 557 | loss: 0.0311572 | val_loss: 0.0311749 | Time: 1418.13 ms [2021-01-10 18:46:53 main:574] : INFO : Epoch 558 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 1440.06 ms [2021-01-10 18:46:54 main:574] : INFO : Epoch 559 | loss: 0.0311549 | val_loss: 0.0311716 | Time: 1431.08 ms [2021-01-10 18:46:56 main:574] : INFO : Epoch 560 | loss: 0.0311541 | val_loss: 0.0311738 | Time: 1817.47 ms [2021-01-10 18:46:57 main:574] : INFO : Epoch 561 | loss: 0.0311539 | val_loss: 0.0311709 | Time: 1434.39 ms [2021-01-10 18:46:59 main:574] : INFO : Epoch 562 | loss: 0.031154 | val_loss: 0.0311744 | Time: 1441.39 ms [2021-01-10 18:47:00 main:574] : INFO : Epoch 563 | loss: 0.0311547 | val_loss: 0.0311764 | Time: 1425.52 ms [2021-01-10 18:47:02 main:574] : INFO : Epoch 564 | loss: 0.0311622 | val_loss: 0.0311933 | Time: 1443.89 ms [2021-01-10 18:47:03 main:574] : INFO : Epoch 565 | loss: 0.0311656 | val_loss: 0.0311801 | Time: 1674.7 ms [2021-01-10 18:47:05 main:574] : INFO : Epoch 566 | loss: 0.0311576 | val_loss: 0.0311759 | Time: 1570.82 ms [2021-01-10 18:47:07 main:574] : INFO : Epoch 567 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 1434.77 ms [2021-01-10 18:47:08 main:574] : INFO : Epoch 568 | loss: 0.0311542 | val_loss: 0.0311728 | Time: 1426.91 ms [2021-01-10 18:47:09 main:574] : INFO : Epoch 569 | loss: 0.0311526 | val_loss: 0.0311741 | Time: 1419.61 ms [2021-01-10 18:47:11 main:574] : INFO : Epoch 570 | loss: 0.0311537 | val_loss: 0.0311755 | Time: 1443.74 ms [2021-01-10 18:47:13 main:574] : INFO : Epoch 571 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 1700.52 ms [2021-01-10 18:47:14 main:574] : INFO : Epoch 572 | loss: 0.0311534 | val_loss: 0.0311742 | Time: 1423.4 ms [2021-01-10 18:47:15 main:574] : INFO : Epoch 573 | loss: 0.0311515 | val_loss: 0.0311739 | Time: 1438.95 ms [2021-01-10 18:47:17 main:574] : INFO : Epoch 574 | loss: 0.0311518 | val_loss: 0.031174 | Time: 1438.63 ms [2021-01-10 18:47:18 main:574] : INFO : Epoch 575 | loss: 0.0311534 | val_loss: 0.0311768 | Time: 1429.56 ms [2021-01-10 18:47:20 main:574] : INFO : Epoch 576 | loss: 0.0311535 | val_loss: 0.0311722 | Time: 1819.41 ms [2021-01-10 18:47:22 main:574] : INFO : Epoch 577 | loss: 0.0311531 | val_loss: 0.0311729 | Time: 1420.37 ms [2021-01-10 18:47:23 main:574] : INFO : Epoch 578 | loss: 0.0311546 | val_loss: 0.0311736 | Time: 1435.83 ms [2021-01-10 18:47:24 main:574] : INFO : Epoch 579 | loss: 0.0311537 | val_loss: 0.0311754 | Time: 1438.52 ms [2021-01-10 18:47:26 main:574] : INFO : Epoch 580 | loss: 0.0311525 | val_loss: 0.0311734 | Time: 1429.44 ms [2021-01-10 18:47:28 main:574] : INFO : Epoch 581 | loss: 0.0311524 | val_loss: 0.0311746 | Time: 1649.13 ms [2021-01-10 18:47:29 main:574] : INFO : Epoch 582 | loss: 0.0311507 | val_loss: 0.0311734 | Time: 1527.38 ms [2021-01-10 18:47:31 main:574] : INFO : Epoch 583 | loss: 0.0311504 | val_loss: 0.0311747 | Time: 1436.33 ms [2021-01-10 18:47:32 main:574] : INFO : Epoch 584 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1427.88 ms [2021-01-10 18:47:33 main:574] : INFO : Epoch 585 | loss: 0.0311514 | val_loss: 0.031173 | Time: 1434.52 ms [2021-01-10 18:47:35 main:574] : INFO : Epoch 586 | loss: 0.0311519 | val_loss: 0.0311821 | Time: 1430.97 ms [2021-01-10 18:47:37 main:574] : INFO : Epoch 587 | loss: 0.0311521 | val_loss: 0.0311743 | Time: 1711.48 ms [2021-01-10 18:47:38 main:574] : INFO : Epoch 588 | loss: 0.0311514 | val_loss: 0.031174 | Time: 1436.3 ms [2021-01-10 18:47:39 main:574] : INFO : Epoch 589 | loss: 0.0311507 | val_loss: 0.0311726 | Time: 1432.14 ms [2021-01-10 18:47:41 main:574] : INFO : Epoch 590 | loss: 0.0311501 | val_loss: 0.0311749 | Time: 1428.63 ms [2021-01-10 18:47:42 main:574] : INFO : Epoch 591 | loss: 0.0311512 | val_loss: 0.0311713 | Time: 1445.08 ms [2021-01-10 18:47:44 main:574] : INFO : Epoch 592 | loss: 0.0311532 | val_loss: 0.0311779 | Time: 1837.76 ms [2021-01-10 18:47:46 main:574] : INFO : Epoch 593 | loss: 0.0311528 | val_loss: 0.0311746 | Time: 1423.55 ms [2021-01-10 18:47:47 main:574] : INFO : Epoch 594 | loss: 0.0311515 | val_loss: 0.0311736 | Time: 1441.82 ms [2021-01-10 18:47:49 main:574] : INFO : Epoch 595 | loss: 0.0311496 | val_loss: 0.0311798 | Time: 1440.62 ms [2021-01-10 18:47:50 main:574] : INFO : Epoch 596 | loss: 0.0311508 | val_loss: 0.0311744 | Time: 1418.13 ms [2021-01-10 18:47:52 main:574] : INFO : Epoch 597 | loss: 0.0311501 | val_loss: 0.0311745 | Time: 1626.38 ms [2021-01-10 18:47:53 main:574] : INFO : Epoch 598 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 1500.52 ms [2021-01-10 18:47:55 main:574] : INFO : Epoch 599 | loss: 0.0311496 | val_loss: 0.0311763 | Time: 1423.11 ms [2021-01-10 18:47:56 main:574] : INFO : Epoch 600 | loss: 0.0311501 | val_loss: 0.0311753 | Time: 1435.37 ms [2021-01-10 18:47:57 main:574] : INFO : Epoch 601 | loss: 0.031152 | val_loss: 0.0311798 | Time: 1425.02 ms [2021-01-10 18:47:59 main:574] : INFO : Epoch 602 | loss: 0.0311541 | val_loss: 0.0311716 | Time: 1420.43 ms [2021-01-10 18:48:01 main:574] : INFO : Epoch 603 | loss: 0.0311509 | val_loss: 0.0311725 | Time: 1875.14 ms [2021-01-10 18:48:02 main:574] : INFO : Epoch 604 | loss: 0.0311501 | val_loss: 0.0311787 | Time: 1438.07 ms [2021-01-10 18:48:04 main:574] : INFO : Epoch 605 | loss: 0.0311526 | val_loss: 0.0311732 | Time: 1406.45 ms [2021-01-10 18:48:05 main:574] : INFO : Epoch 606 | loss: 0.0311517 | val_loss: 0.0311698 | Time: 1424.44 ms [2021-01-10 18:48:06 main:574] : INFO : Epoch 607 | loss: 0.0311525 | val_loss: 0.0311705 | Time: 1421.44 ms [2021-01-10 18:48:08 main:574] : INFO : Epoch 608 | loss: 0.0311525 | val_loss: 0.0311713 | Time: 1741.98 ms [2021-01-10 18:48:10 main:574] : INFO : Epoch 609 | loss: 0.0311516 | val_loss: 0.0311754 | Time: 1439.35 ms [2021-01-10 18:48:11 main:574] : INFO : Epoch 610 | loss: 0.0311503 | val_loss: 0.0311739 | Time: 1424.42 ms [2021-01-10 18:48:13 main:574] : INFO : Epoch 611 | loss: 0.0311508 | val_loss: 0.0311731 | Time: 1432.9 ms [2021-01-10 18:48:14 main:574] : INFO : Epoch 612 | loss: 0.0311505 | val_loss: 0.0311765 | Time: 1445.25 ms [2021-01-10 18:48:16 main:574] : INFO : Epoch 613 | loss: 0.03115 | val_loss: 0.0311707 | Time: 1731.13 ms [2021-01-10 18:48:17 main:574] : INFO : Epoch 614 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 1481.56 ms [2021-01-10 18:48:19 main:574] : INFO : Epoch 615 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 1437.54 ms [2021-01-10 18:48:20 main:574] : INFO : Epoch 616 | loss: 0.0311492 | val_loss: 0.0311717 | Time: 1431.91 ms [2021-01-10 18:48:22 main:574] : INFO : Epoch 617 | loss: 0.0311488 | val_loss: 0.0311717 | Time: 1421.12 ms [2021-01-10 18:48:23 main:574] : INFO : Epoch 618 | loss: 0.0311495 | val_loss: 0.0311727 | Time: 1504.09 ms [2021-01-10 18:48:25 main:574] : INFO : Epoch 619 | loss: 0.0311497 | val_loss: 0.0311704 | Time: 1671.57 ms [2021-01-10 18:48:26 main:574] : INFO : Epoch 620 | loss: 0.0311507 | val_loss: 0.0311746 | Time: 1424.12 ms [2021-01-10 18:48:28 main:574] : INFO : Epoch 621 | loss: 0.0311498 | val_loss: 0.0311728 | Time: 1435.71 ms [2021-01-10 18:48:29 main:574] : INFO : Epoch 622 | loss: 0.0311513 | val_loss: 0.0311715 | Time: 1437.98 ms [2021-01-10 18:48:30 main:574] : INFO : Epoch 623 | loss: 0.0311508 | val_loss: 0.031172 | Time: 1427.01 ms [2021-01-10 18:48:32 main:574] : INFO : Epoch 624 | loss: 0.0311485 | val_loss: 0.0311722 | Time: 1883.7 ms [2021-01-10 18:48:34 main:574] : INFO : Epoch 625 | loss: 0.0311489 | val_loss: 0.0311718 | Time: 1437.09 ms [2021-01-10 18:48:35 main:574] : INFO : Epoch 626 | loss: 0.0311517 | val_loss: 0.0311719 | Time: 1418.05 ms [2021-01-10 18:48:37 main:574] : INFO : Epoch 627 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 2199.28 ms [2021-01-10 18:48:40 main:574] : INFO : Epoch 628 | loss: 0.0311474 | val_loss: 0.0311773 | Time: 2242.37 ms [2021-01-10 18:48:41 main:574] : INFO : Epoch 629 | loss: 0.031148 | val_loss: 0.0311746 | Time: 1523.14 ms [2021-01-10 18:48:43 main:574] : INFO : Epoch 630 | loss: 0.0311547 | val_loss: 0.0311719 | Time: 1424.24 ms [2021-01-10 18:48:44 main:574] : INFO : Epoch 631 | loss: 0.0311522 | val_loss: 0.0311766 | Time: 1439.65 ms [2021-01-10 18:48:46 main:574] : INFO : Epoch 632 | loss: 0.0311533 | val_loss: 0.0311693 | Time: 1435.76 ms [2021-01-10 18:48:47 main:574] : INFO : Epoch 633 | loss: 0.0311525 | val_loss: 0.0311719 | Time: 1522.07 ms [2021-01-10 18:48:49 main:574] : INFO : Epoch 634 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 1801.54 ms [2021-01-10 18:48:50 main:574] : INFO : Epoch 635 | loss: 0.0311465 | val_loss: 0.031171 | Time: 1427.64 ms [2021-01-10 18:48:52 main:574] : INFO : Epoch 636 | loss: 0.031147 | val_loss: 0.0311712 | Time: 1417.25 ms [2021-01-10 18:48:53 main:574] : INFO : Epoch 637 | loss: 0.0311488 | val_loss: 0.031172 | Time: 1440.19 ms [2021-01-10 18:48:55 main:574] : INFO : Epoch 638 | loss: 0.0311469 | val_loss: 0.0311722 | Time: 1427.92 ms [2021-01-10 18:48:56 main:574] : INFO : Epoch 639 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 1813.04 ms [2021-01-10 18:48:58 main:574] : INFO : Epoch 640 | loss: 0.0311467 | val_loss: 0.0311718 | Time: 1423.42 ms [2021-01-10 18:48:59 main:574] : INFO : Epoch 641 | loss: 0.0311453 | val_loss: 0.0311704 | Time: 1425.99 ms [2021-01-10 18:49:01 main:574] : INFO : Epoch 642 | loss: 0.0311461 | val_loss: 0.0311719 | Time: 1407.89 ms [2021-01-10 18:49:02 main:574] : INFO : Epoch 643 | loss: 0.0311473 | val_loss: 0.0311702 | Time: 1434.23 ms [2021-01-10 18:49:04 main:574] : INFO : Epoch 644 | loss: 0.0311466 | val_loss: 0.0311716 | Time: 1862.87 ms [2021-01-10 18:49:05 main:574] : INFO : Epoch 645 | loss: 0.03115 | val_loss: 0.0311702 | Time: 1417.72 ms [2021-01-10 18:49:07 main:574] : INFO : Epoch 646 | loss: 0.0311451 | val_loss: 0.031172 | Time: 1441.39 ms [2021-01-10 18:49:08 main:574] : INFO : Epoch 647 | loss: 0.031145 | val_loss: 0.0311714 | Time: 1441 ms [2021-01-10 18:49:10 main:574] : INFO : Epoch 648 | loss: 0.0311493 | val_loss: 0.0311691 | Time: 1429.85 ms [2021-01-10 18:49:11 main:574] : INFO : Epoch 649 | loss: 0.0311473 | val_loss: 0.0311739 | Time: 1603.24 ms [2021-01-10 18:49:13 main:574] : INFO : Epoch 650 | loss: 0.0311501 | val_loss: 0.0311727 | Time: 1558.28 ms [2021-01-10 18:49:14 main:574] : INFO : Epoch 651 | loss: 0.031152 | val_loss: 0.0311808 | Time: 1435.97 ms [2021-01-10 18:49:16 main:574] : INFO : Epoch 652 | loss: 0.0311513 | val_loss: 0.0311763 | Time: 1445.18 ms [2021-01-10 18:49:17 main:574] : INFO : Epoch 653 | loss: 0.0311493 | val_loss: 0.0311726 | Time: 1430.48 ms [2021-01-10 18:49:19 main:574] : INFO : Epoch 654 | loss: 0.0311498 | val_loss: 0.0311742 | Time: 1421.99 ms [2021-01-10 18:49:21 main:574] : INFO : Epoch 655 | loss: 0.0311487 | val_loss: 0.0311692 | Time: 1873.37 ms [2021-01-10 18:49:22 main:574] : INFO : Epoch 656 | loss: 0.0311475 | val_loss: 0.0311684 | Time: 1444.49 ms [2021-01-10 18:49:24 main:574] : INFO : Epoch 657 | loss: 0.0311482 | val_loss: 0.0311722 | Time: 1427.02 ms [2021-01-10 18:49:25 main:574] : INFO : Epoch 658 | loss: 0.0311464 | val_loss: 0.0311726 | Time: 1429.48 ms [2021-01-10 18:49:26 main:574] : INFO : Epoch 659 | loss: 0.0311487 | val_loss: 0.0311764 | Time: 1436.54 ms [2021-01-10 18:49:28 main:574] : INFO : Epoch 660 | loss: 0.0311475 | val_loss: 0.0311768 | Time: 1685.43 ms [2021-01-10 18:49:30 main:574] : INFO : Epoch 661 | loss: 0.0311476 | val_loss: 0.0311728 | Time: 1436.34 ms [2021-01-10 18:49:31 main:574] : INFO : Epoch 662 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 1439.31 ms [2021-01-10 18:49:32 main:574] : INFO : Epoch 663 | loss: 0.0311483 | val_loss: 0.0311789 | Time: 1427.53 ms [2021-01-10 18:49:34 main:574] : INFO : Epoch 664 | loss: 0.0311526 | val_loss: 0.0311711 | Time: 1451.02 ms [2021-01-10 18:49:36 main:574] : INFO : Epoch 665 | loss: 0.0311474 | val_loss: 0.0311709 | Time: 1651.66 ms [2021-01-10 18:49:37 main:574] : INFO : Epoch 666 | loss: 0.0311466 | val_loss: 0.0311712 | Time: 1521.6 ms [2021-01-10 18:49:39 main:574] : INFO : Epoch 667 | loss: 0.031146 | val_loss: 0.0311719 | Time: 1441.68 ms [2021-01-10 18:49:40 main:574] : INFO : Epoch 668 | loss: 0.0311476 | val_loss: 0.031174 | Time: 1436.87 ms [2021-01-10 18:49:41 main:574] : INFO : Epoch 669 | loss: 0.0311492 | val_loss: 0.0311849 | Time: 1429.77 ms [2021-01-10 18:49:43 main:574] : INFO : Epoch 670 | loss: 0.0311503 | val_loss: 0.0311808 | Time: 1438.42 ms [2021-01-10 18:49:45 main:574] : INFO : Epoch 671 | loss: 0.0311494 | val_loss: 0.0311709 | Time: 1843 ms [2021-01-10 18:49:46 main:574] : INFO : Epoch 672 | loss: 0.0311463 | val_loss: 0.0311769 | Time: 1438.17 ms [2021-01-10 18:49:48 main:574] : INFO : Epoch 673 | loss: 0.0311467 | val_loss: 0.0311704 | Time: 1437.77 ms [2021-01-10 18:49:49 main:574] : INFO : Epoch 674 | loss: 0.0311462 | val_loss: 0.0311707 | Time: 1441.71 ms [2021-01-10 18:49:51 main:574] : INFO : Epoch 675 | loss: 0.0311472 | val_loss: 0.0311705 | Time: 1433.93 ms [2021-01-10 18:49:52 main:574] : INFO : Epoch 676 | loss: 0.0311492 | val_loss: 0.0311791 | Time: 1688.99 ms [2021-01-10 18:49:54 main:574] : INFO : Epoch 677 | loss: 0.0311501 | val_loss: 0.0311765 | Time: 1450.54 ms [2021-01-10 18:49:55 main:574] : INFO : Epoch 678 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 1429.11 ms [2021-01-10 18:49:57 main:574] : INFO : Epoch 679 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 1433.34 ms [2021-01-10 18:49:58 main:574] : INFO : Epoch 680 | loss: 0.0311548 | val_loss: 0.0311714 | Time: 1427.21 ms [2021-01-10 18:50:00 main:574] : INFO : Epoch 681 | loss: 0.0311516 | val_loss: 0.0311737 | Time: 1786.04 ms [2021-01-10 18:50:01 main:574] : INFO : Epoch 682 | loss: 0.0311507 | val_loss: 0.0311722 | Time: 1445.74 ms [2021-01-10 18:50:03 main:574] : INFO : Epoch 683 | loss: 0.0311514 | val_loss: 0.0311735 | Time: 1423.88 ms [2021-01-10 18:50:04 main:574] : INFO : Epoch 684 | loss: 0.0311504 | val_loss: 0.0311705 | Time: 1404.94 ms [2021-01-10 18:50:06 main:574] : INFO : Epoch 685 | loss: 0.0311504 | val_loss: 0.0311733 | Time: 1416.49 ms [2021-01-10 18:50:07 main:574] : INFO : Epoch 686 | loss: 0.0311542 | val_loss: 0.031178 | Time: 1441.08 ms [2021-01-10 18:50:09 main:574] : INFO : Epoch 687 | loss: 0.0311562 | val_loss: 0.0311707 | Time: 1679.31 ms [2021-01-10 18:50:10 main:574] : INFO : Epoch 688 | loss: 0.031151 | val_loss: 0.0311702 | Time: 1414.6 ms [2021-01-10 18:50:12 main:574] : INFO : Epoch 689 | loss: 0.0311521 | val_loss: 0.0311786 | Time: 1429.91 ms [2021-01-10 18:50:13 main:574] : INFO : Epoch 690 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 1412.06 ms [2021-01-10 18:50:14 main:574] : INFO : Epoch 691 | loss: 0.031152 | val_loss: 0.031174 | Time: 1435.83 ms [2021-01-10 18:50:16 main:574] : INFO : Epoch 692 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 1670.65 ms [2021-01-10 18:50:17 main:574] : INFO : Epoch 693 | loss: 0.0311528 | val_loss: 0.0311716 | Time: 1414.19 ms [2021-01-10 18:50:19 main:574] : INFO : Epoch 694 | loss: 0.031152 | val_loss: 0.0311733 | Time: 1428.28 ms [2021-01-10 18:50:20 main:574] : INFO : Epoch 695 | loss: 0.0311521 | val_loss: 0.0311741 | Time: 1419.43 ms [2021-01-10 18:50:22 main:574] : INFO : Epoch 696 | loss: 0.0311505 | val_loss: 0.0311741 | Time: 1415.67 ms [2021-01-10 18:50:23 main:574] : INFO : Epoch 697 | loss: 0.0311502 | val_loss: 0.0311741 | Time: 1550.48 ms [2021-01-10 18:50:25 main:574] : INFO : Epoch 698 | loss: 0.031151 | val_loss: 0.0311729 | Time: 1581.2 ms [2021-01-10 18:50:26 main:574] : INFO : Epoch 699 | loss: 0.0311501 | val_loss: 0.0311726 | Time: 1422.36 ms [2021-01-10 18:50:28 main:574] : INFO : Epoch 700 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 1435.66 ms [2021-01-10 18:50:29 main:574] : INFO : Epoch 701 | loss: 0.0311539 | val_loss: 0.0311741 | Time: 1432.11 ms [2021-01-10 18:50:31 main:574] : INFO : Epoch 702 | loss: 0.0311563 | val_loss: 0.0311775 | Time: 1420.56 ms [2021-01-10 18:50:32 main:574] : INFO : Epoch 703 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 1834.57 ms [2021-01-10 18:50:34 main:574] : INFO : Epoch 704 | loss: 0.0311514 | val_loss: 0.0311729 | Time: 1425.54 ms [2021-01-10 18:50:35 main:574] : INFO : Epoch 705 | loss: 0.0311497 | val_loss: 0.0311738 | Time: 1425.39 ms [2021-01-10 18:50:37 main:574] : INFO : Epoch 706 | loss: 0.0311532 | val_loss: 0.0311853 | Time: 2098.62 ms [2021-01-10 18:50:40 main:574] : INFO : Epoch 707 | loss: 0.031152 | val_loss: 0.0311736 | Time: 2222.54 ms [2021-01-10 18:50:41 main:574] : INFO : Epoch 708 | loss: 0.03115 | val_loss: 0.0311752 | Time: 1518.77 ms [2021-01-10 18:50:43 main:574] : INFO : Epoch 709 | loss: 0.0311479 | val_loss: 0.0311738 | Time: 1416.3 ms [2021-01-10 18:50:44 main:574] : INFO : Epoch 710 | loss: 0.0311483 | val_loss: 0.0311702 | Time: 1437.14 ms [2021-01-10 18:50:46 main:574] : INFO : Epoch 711 | loss: 0.0311481 | val_loss: 0.0311722 | Time: 1444.29 ms [2021-01-10 18:50:47 main:574] : INFO : Epoch 712 | loss: 0.0311501 | val_loss: 0.031176 | Time: 1495.66 ms [2021-01-10 18:50:49 main:574] : INFO : Epoch 713 | loss: 0.0311497 | val_loss: 0.0311715 | Time: 1768.54 ms [2021-01-10 18:50:50 main:574] : INFO : Epoch 714 | loss: 0.031148 | val_loss: 0.0311723 | Time: 1449.18 ms [2021-01-10 18:50:52 main:574] : INFO : Epoch 715 | loss: 0.031147 | val_loss: 0.0311708 | Time: 1427.81 ms [2021-01-10 18:50:53 main:574] : INFO : Epoch 716 | loss: 0.0311479 | val_loss: 0.0311726 | Time: 1442.11 ms [2021-01-10 18:50:55 main:574] : INFO : Epoch 717 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 1435.47 ms [2021-01-10 18:50:56 main:574] : INFO : Epoch 718 | loss: 0.0311495 | val_loss: 0.0311702 | Time: 1817.74 ms [2021-01-10 18:50:58 main:574] : INFO : Epoch 719 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 1436.1 ms [2021-01-10 18:50:59 main:574] : INFO : Epoch 720 | loss: 0.0311528 | val_loss: 0.0311742 | Time: 1431.37 ms [2021-01-10 18:51:01 main:574] : INFO : Epoch 721 | loss: 0.0311512 | val_loss: 0.0311697 | Time: 1419.71 ms [2021-01-10 18:51:02 main:574] : INFO : Epoch 722 | loss: 0.0311501 | val_loss: 0.0311724 | Time: 1439.52 ms [2021-01-10 18:51:04 main:574] : INFO : Epoch 723 | loss: 0.03115 | val_loss: 0.0311728 | Time: 1835.43 ms [2021-01-10 18:51:06 main:574] : INFO : Epoch 724 | loss: 0.031151 | val_loss: 0.031171 | Time: 1438.21 ms [2021-01-10 18:51:07 main:574] : INFO : Epoch 725 | loss: 0.0311479 | val_loss: 0.0311703 | Time: 1431.63 ms [2021-01-10 18:51:08 main:574] : INFO : Epoch 726 | loss: 0.0311489 | val_loss: 0.031171 | Time: 1435.45 ms [2021-01-10 18:51:10 main:574] : INFO : Epoch 727 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 1425.62 ms [2021-01-10 18:51:11 main:574] : INFO : Epoch 728 | loss: 0.0311478 | val_loss: 0.0311689 | Time: 1576.8 ms [2021-01-10 18:51:13 main:574] : INFO : Epoch 729 | loss: 0.0311471 | val_loss: 0.0311689 | Time: 1579.93 ms [2021-01-10 18:51:14 main:574] : INFO : Epoch 730 | loss: 0.0311478 | val_loss: 0.0311706 | Time: 1419.87 ms [2021-01-10 18:51:16 main:574] : INFO : Epoch 731 | loss: 0.0311465 | val_loss: 0.0311758 | Time: 1437.34 ms [2021-01-10 18:51:17 main:574] : INFO : Epoch 732 | loss: 0.0311461 | val_loss: 0.0311716 | Time: 1436.73 ms [2021-01-10 18:51:19 main:574] : INFO : Epoch 733 | loss: 0.0311467 | val_loss: 0.0311684 | Time: 1417.39 ms [2021-01-10 18:51:21 main:574] : INFO : Epoch 734 | loss: 0.0311463 | val_loss: 0.0311744 | Time: 1823.12 ms [2021-01-10 18:51:22 main:574] : INFO : Epoch 735 | loss: 0.0311492 | val_loss: 0.0311759 | Time: 1447.14 ms [2021-01-10 18:51:23 main:574] : INFO : Epoch 736 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 1422.54 ms [2021-01-10 18:51:25 main:574] : INFO : Epoch 737 | loss: 0.0311526 | val_loss: 0.0311713 | Time: 1450.44 ms [2021-01-10 18:51:26 main:574] : INFO : Epoch 738 | loss: 0.0311539 | val_loss: 0.0311689 | Time: 1432.99 ms [2021-01-10 18:51:28 main:574] : INFO : Epoch 739 | loss: 0.0311498 | val_loss: 0.0311692 | Time: 1691.92 ms [2021-01-10 18:51:29 main:574] : INFO : Epoch 740 | loss: 0.0311494 | val_loss: 0.0311707 | Time: 1418.66 ms [2021-01-10 18:51:31 main:574] : INFO : Epoch 741 | loss: 0.0311514 | val_loss: 0.0311709 | Time: 1445.13 ms [2021-01-10 18:51:32 main:574] : INFO : Epoch 742 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 1438.74 ms [2021-01-10 18:51:34 main:574] : INFO : Epoch 743 | loss: 0.0311487 | val_loss: 0.0311729 | Time: 1435.91 ms [2021-01-10 18:51:36 main:574] : INFO : Epoch 744 | loss: 0.0311493 | val_loss: 0.0311745 | Time: 1728.24 ms [2021-01-10 18:51:37 main:574] : INFO : Epoch 745 | loss: 0.03115 | val_loss: 0.0311724 | Time: 1547.2 ms [2021-01-10 18:51:39 main:574] : INFO : Epoch 746 | loss: 0.0311484 | val_loss: 0.0311733 | Time: 1434.08 ms [2021-01-10 18:51:40 main:574] : INFO : Epoch 747 | loss: 0.0311488 | val_loss: 0.0311726 | Time: 1431.34 ms [2021-01-10 18:51:41 main:574] : INFO : Epoch 748 | loss: 0.0311508 | val_loss: 0.0311685 | Time: 1434.13 ms [2021-01-10 18:51:43 main:574] : INFO : Epoch 749 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 1445.6 ms [2021-01-10 18:51:45 main:574] : INFO : Epoch 750 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 1686.46 ms [2021-01-10 18:51:46 main:574] : INFO : Epoch 751 | loss: 0.0311517 | val_loss: 0.031175 | Time: 1414.16 ms [2021-01-10 18:51:47 main:574] : INFO : Epoch 752 | loss: 0.0311492 | val_loss: 0.0311717 | Time: 1435.58 ms [2021-01-10 18:51:49 main:574] : INFO : Epoch 753 | loss: 0.0311489 | val_loss: 0.0311717 | Time: 1421.25 ms [2021-01-10 18:51:50 main:574] : INFO : Epoch 754 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 1416.09 ms [2021-01-10 18:51:52 main:574] : INFO : Epoch 755 | loss: 0.0311508 | val_loss: 0.0311697 | Time: 1699.4 ms [2021-01-10 18:51:53 main:574] : INFO : Epoch 756 | loss: 0.0311498 | val_loss: 0.0311689 | Time: 1434.89 ms [2021-01-10 18:51:55 main:574] : INFO : Epoch 757 | loss: 0.0311504 | val_loss: 0.0311716 | Time: 1429.72 ms [2021-01-10 18:51:56 main:574] : INFO : Epoch 758 | loss: 0.0311507 | val_loss: 0.0311727 | Time: 1433.21 ms [2021-01-10 18:51:58 main:574] : INFO : Epoch 759 | loss: 0.03115 | val_loss: 0.0311722 | Time: 1434.96 ms [2021-01-10 18:52:00 main:574] : INFO : Epoch 760 | loss: 0.0311499 | val_loss: 0.0311749 | Time: 1694.53 ms [2021-01-10 18:52:01 main:574] : INFO : Epoch 761 | loss: 0.0311501 | val_loss: 0.0311731 | Time: 1583.89 ms [2021-01-10 18:52:03 main:574] : INFO : Epoch 762 | loss: 0.0311518 | val_loss: 0.0311727 | Time: 1457.24 ms [2021-01-10 18:52:04 main:574] : INFO : Epoch 763 | loss: 0.031155 | val_loss: 0.0311723 | Time: 1427.81 ms [2021-01-10 18:52:05 main:574] : INFO : Epoch 764 | loss: 0.0311526 | val_loss: 0.0311756 | Time: 1448.02 ms [2021-01-10 18:52:07 main:574] : INFO : Epoch 765 | loss: 0.0311519 | val_loss: 0.0311721 | Time: 1429.23 ms [2021-01-10 18:52:09 main:574] : INFO : Epoch 766 | loss: 0.0311536 | val_loss: 0.0311813 | Time: 1693.26 ms [2021-01-10 18:52:10 main:574] : INFO : Epoch 767 | loss: 0.0311536 | val_loss: 0.0311711 | Time: 1431.06 ms [2021-01-10 18:52:11 main:574] : INFO : Epoch 768 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 1439.7 ms [2021-01-10 18:52:13 main:574] : INFO : Epoch 769 | loss: 0.0311535 | val_loss: 0.0311747 | Time: 1432.2 ms [2021-01-10 18:52:14 main:574] : INFO : Epoch 770 | loss: 0.0311517 | val_loss: 0.0311722 | Time: 1440.36 ms [2021-01-10 18:52:16 main:574] : INFO : Epoch 771 | loss: 0.0311507 | val_loss: 0.0311725 | Time: 1852.4 ms [2021-01-10 18:52:18 main:574] : INFO : Epoch 772 | loss: 0.031151 | val_loss: 0.0311716 | Time: 1423.09 ms [2021-01-10 18:52:19 main:574] : INFO : Epoch 773 | loss: 0.0311492 | val_loss: 0.0311714 | Time: 1442.38 ms [2021-01-10 18:52:21 main:574] : INFO : Epoch 774 | loss: 0.0311503 | val_loss: 0.0311719 | Time: 1434.7 ms [2021-01-10 18:52:22 main:574] : INFO : Epoch 775 | loss: 0.0311489 | val_loss: 0.0311692 | Time: 1427.96 ms [2021-01-10 18:52:24 main:574] : INFO : Epoch 776 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 1667.41 ms [2021-01-10 18:52:25 main:574] : INFO : Epoch 777 | loss: 0.0311486 | val_loss: 0.0311731 | Time: 1514.82 ms [2021-01-10 18:52:27 main:574] : INFO : Epoch 778 | loss: 0.0311475 | val_loss: 0.0311716 | Time: 1419.55 ms [2021-01-10 18:52:28 main:574] : INFO : Epoch 779 | loss: 0.0311477 | val_loss: 0.0311698 | Time: 1436.33 ms [2021-01-10 18:52:30 main:574] : INFO : Epoch 780 | loss: 0.0311469 | val_loss: 0.0311692 | Time: 1443.72 ms [2021-01-10 18:52:31 main:574] : INFO : Epoch 781 | loss: 0.0311476 | val_loss: 0.0311717 | Time: 1441.65 ms [2021-01-10 18:52:33 main:574] : INFO : Epoch 782 | loss: 0.0311478 | val_loss: 0.0311734 | Time: 1737.14 ms [2021-01-10 18:52:34 main:574] : INFO : Epoch 783 | loss: 0.0311481 | val_loss: 0.0311806 | Time: 1446.89 ms [2021-01-10 18:52:36 main:574] : INFO : Epoch 784 | loss: 0.031151 | val_loss: 0.0311734 | Time: 1428.63 ms [2021-01-10 18:52:38 main:574] : INFO : Epoch 785 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 2051 ms [2021-01-10 18:52:40 main:574] : INFO : Epoch 786 | loss: 0.0311533 | val_loss: 0.0311776 | Time: 2409.86 ms [2021-01-10 18:52:42 main:574] : INFO : Epoch 787 | loss: 0.0311706 | val_loss: 0.0315356 | Time: 1423.06 ms [2021-01-10 18:52:43 main:574] : INFO : Epoch 788 | loss: 0.0336338 | val_loss: 0.0327706 | Time: 1412.43 ms [2021-01-10 18:52:44 main:574] : INFO : Epoch 789 | loss: 0.0368546 | val_loss: 0.0324667 | Time: 1429.05 ms [2021-01-10 18:52:46 main:574] : INFO : Epoch 790 | loss: 0.0317412 | val_loss: 0.0313389 | Time: 1424.48 ms [2021-01-10 18:52:47 main:574] : INFO : Epoch 791 | loss: 0.0313205 | val_loss: 0.0312552 | Time: 1638.77 ms [2021-01-10 18:52:49 main:574] : INFO : Epoch 792 | loss: 0.0312379 | val_loss: 0.0312211 | Time: 1646.27 ms [2021-01-10 18:52:51 main:574] : INFO : Epoch 793 | loss: 0.031211 | val_loss: 0.0312052 | Time: 1418.01 ms [2021-01-10 18:52:52 main:574] : INFO : Epoch 794 | loss: 0.0311991 | val_loss: 0.0311986 | Time: 1414.67 ms [2021-01-10 18:52:53 main:574] : INFO : Epoch 795 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 1431.45 ms [2021-01-10 18:52:55 main:574] : INFO : Epoch 796 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 1438.51 ms [2021-01-10 18:52:57 main:574] : INFO : Epoch 797 | loss: 0.0311806 | val_loss: 0.0311817 | Time: 1816.07 ms [2021-01-10 18:52:58 main:574] : INFO : Epoch 798 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 1441.78 ms [2021-01-10 18:53:00 main:574] : INFO : Epoch 799 | loss: 0.031163 | val_loss: 0.0311733 | Time: 1441.67 ms [2021-01-10 18:53:01 main:574] : INFO : Epoch 800 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 1428.63 ms [2021-01-10 18:53:02 main:574] : INFO : Epoch 801 | loss: 0.031159 | val_loss: 0.0311704 | Time: 1438.85 ms [2021-01-10 18:53:04 main:574] : INFO : Epoch 802 | loss: 0.0311579 | val_loss: 0.0311699 | Time: 1748.37 ms [2021-01-10 18:53:06 main:574] : INFO : Epoch 803 | loss: 0.0311575 | val_loss: 0.0311694 | Time: 1425.4 ms [2021-01-10 18:53:07 main:574] : INFO : Epoch 804 | loss: 0.0311572 | val_loss: 0.031168 | Time: 1437 ms [2021-01-10 18:53:09 main:574] : INFO : Epoch 805 | loss: 0.0311557 | val_loss: 0.0311696 | Time: 1426.57 ms [2021-01-10 18:53:10 main:574] : INFO : Epoch 806 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 1422.33 ms [2021-01-10 18:53:12 main:574] : INFO : Epoch 807 | loss: 0.0311535 | val_loss: 0.0311708 | Time: 1625.88 ms [2021-01-10 18:53:13 main:574] : INFO : Epoch 808 | loss: 0.0311532 | val_loss: 0.0311694 | Time: 1525.88 ms [2021-01-10 18:53:15 main:574] : INFO : Epoch 809 | loss: 0.0311527 | val_loss: 0.0311702 | Time: 1440.32 ms [2021-01-10 18:53:16 main:574] : INFO : Epoch 810 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 1429.18 ms [2021-01-10 18:53:17 main:574] : INFO : Epoch 811 | loss: 0.0311526 | val_loss: 0.0311707 | Time: 1432.64 ms [2021-01-10 18:53:19 main:574] : INFO : Epoch 812 | loss: 0.0311523 | val_loss: 0.0311693 | Time: 1427.27 ms [2021-01-10 18:53:21 main:574] : INFO : Epoch 813 | loss: 0.0311516 | val_loss: 0.0311696 | Time: 1734.92 ms [2021-01-10 18:53:22 main:574] : INFO : Epoch 814 | loss: 0.0311514 | val_loss: 0.0311697 | Time: 1437.32 ms [2021-01-10 18:53:24 main:574] : INFO : Epoch 815 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 1423.66 ms [2021-01-10 18:53:25 main:574] : INFO : Epoch 816 | loss: 0.0311521 | val_loss: 0.0311718 | Time: 1437.72 ms [2021-01-10 18:53:26 main:574] : INFO : Epoch 817 | loss: 0.0311521 | val_loss: 0.031169 | Time: 1433.54 ms [2021-01-10 18:53:28 main:574] : INFO : Epoch 818 | loss: 0.0311505 | val_loss: 0.0311687 | Time: 1810.58 ms [2021-01-10 18:53:30 main:574] : INFO : Epoch 819 | loss: 0.0311552 | val_loss: 0.0311722 | Time: 1414.22 ms [2021-01-10 18:53:31 main:574] : INFO : Epoch 820 | loss: 0.031157 | val_loss: 0.0311712 | Time: 1427.87 ms [2021-01-10 18:53:33 main:574] : INFO : Epoch 821 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1411.47 ms [2021-01-10 18:53:34 main:574] : INFO : Epoch 822 | loss: 0.0311554 | val_loss: 0.0311751 | Time: 1428.08 ms [2021-01-10 18:53:36 main:574] : INFO : Epoch 823 | loss: 0.0311565 | val_loss: 0.0311709 | Time: 1634.86 ms [2021-01-10 18:53:37 main:574] : INFO : Epoch 824 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 1498.81 ms [2021-01-10 18:53:39 main:574] : INFO : Epoch 825 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1422.94 ms [2021-01-10 18:53:40 main:574] : INFO : Epoch 826 | loss: 0.0311526 | val_loss: 0.031171 | Time: 1431.13 ms [2021-01-10 18:53:41 main:574] : INFO : Epoch 827 | loss: 0.0311528 | val_loss: 0.0311741 | Time: 1414.8 ms [2021-01-10 18:53:43 main:574] : INFO : Epoch 828 | loss: 0.0311545 | val_loss: 0.0311755 | Time: 1441.32 ms [2021-01-10 18:53:45 main:574] : INFO : Epoch 829 | loss: 0.0311531 | val_loss: 0.031174 | Time: 1817.06 ms [2021-01-10 18:53:46 main:574] : INFO : Epoch 830 | loss: 0.0311531 | val_loss: 0.031172 | Time: 1422.03 ms [2021-01-10 18:53:48 main:574] : INFO : Epoch 831 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 1424.13 ms [2021-01-10 18:53:49 main:574] : INFO : Epoch 832 | loss: 0.0311511 | val_loss: 0.0311733 | Time: 1422.01 ms [2021-01-10 18:53:50 main:574] : INFO : Epoch 833 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 1413.13 ms [2021-01-10 18:53:52 main:574] : INFO : Epoch 834 | loss: 0.0311523 | val_loss: 0.031176 | Time: 1711.65 ms [2021-01-10 18:53:54 main:574] : INFO : Epoch 835 | loss: 0.0311519 | val_loss: 0.031173 | Time: 1415.86 ms [2021-01-10 18:53:55 main:574] : INFO : Epoch 836 | loss: 0.0311525 | val_loss: 0.0311748 | Time: 1410.89 ms [2021-01-10 18:53:56 main:574] : INFO : Epoch 837 | loss: 0.0311526 | val_loss: 0.0311747 | Time: 1422.88 ms [2021-01-10 18:53:58 main:574] : INFO : Epoch 838 | loss: 0.0311504 | val_loss: 0.0311735 | Time: 1418.9 ms [2021-01-10 18:53:59 main:574] : INFO : Epoch 839 | loss: 0.0311533 | val_loss: 0.0311742 | Time: 1536.65 ms [2021-01-10 18:54:01 main:574] : INFO : Epoch 840 | loss: 0.0311503 | val_loss: 0.0311751 | Time: 1574.83 ms [2021-01-10 18:54:02 main:574] : INFO : Epoch 841 | loss: 0.0311499 | val_loss: 0.0311729 | Time: 1420.02 ms [2021-01-10 18:54:04 main:574] : INFO : Epoch 842 | loss: 0.0311498 | val_loss: 0.0311735 | Time: 1405.9 ms [2021-01-10 18:54:05 main:574] : INFO : Epoch 843 | loss: 0.0311516 | val_loss: 0.0311702 | Time: 1439.68 ms [2021-01-10 18:54:07 main:574] : INFO : Epoch 844 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 1425 ms [2021-01-10 18:54:08 main:574] : INFO : Epoch 845 | loss: 0.0311507 | val_loss: 0.0311729 | Time: 1810.25 ms [2021-01-10 18:54:10 main:574] : INFO : Epoch 846 | loss: 0.0311495 | val_loss: 0.0311701 | Time: 1434.4 ms [2021-01-10 18:54:11 main:574] : INFO : Epoch 847 | loss: 0.0311501 | val_loss: 0.0311734 | Time: 1417.7 ms [2021-01-10 18:54:13 main:574] : INFO : Epoch 848 | loss: 0.0311501 | val_loss: 0.0311693 | Time: 1409.12 ms [2021-01-10 18:54:14 main:574] : INFO : Epoch 849 | loss: 0.0311498 | val_loss: 0.0311697 | Time: 1415.2 ms [2021-01-10 18:54:16 main:574] : INFO : Epoch 850 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 1659.66 ms [2021-01-10 18:54:17 main:574] : INFO : Epoch 851 | loss: 0.0311508 | val_loss: 0.0311697 | Time: 1427.58 ms [2021-01-10 18:54:19 main:574] : INFO : Epoch 852 | loss: 0.0311507 | val_loss: 0.0311673 | Time: 1408.95 ms [2021-01-10 18:54:20 main:574] : INFO : Epoch 853 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1409.4 ms [2021-01-10 18:54:22 main:574] : INFO : Epoch 854 | loss: 0.0311516 | val_loss: 0.0311658 | Time: 1410.44 ms [2021-01-10 18:54:23 main:574] : INFO : Epoch 855 | loss: 0.0311501 | val_loss: 0.0311667 | Time: 1455.27 ms [2021-01-10 18:54:25 main:574] : INFO : Epoch 856 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 1800.22 ms [2021-01-10 18:54:26 main:574] : INFO : Epoch 857 | loss: 0.0311547 | val_loss: 0.0311653 | Time: 1405 ms [2021-01-10 18:54:28 main:574] : INFO : Epoch 858 | loss: 0.0311549 | val_loss: 0.0311617 | Time: 1449.5 ms [2021-01-10 18:54:29 main:574] : INFO : Epoch 859 | loss: 0.0311522 | val_loss: 0.0311622 | Time: 1433.8 ms [2021-01-10 18:54:31 main:574] : INFO : Epoch 860 | loss: 0.0311511 | val_loss: 0.0311655 | Time: 1426.07 ms [2021-01-10 18:54:32 main:574] : INFO : Epoch 861 | loss: 0.0311518 | val_loss: 0.0311629 | Time: 1643.84 ms [2021-01-10 18:54:34 main:574] : INFO : Epoch 862 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1428.6 ms [2021-01-10 18:54:35 main:574] : INFO : Epoch 863 | loss: 0.0311505 | val_loss: 0.0311648 | Time: 1437.73 ms [2021-01-10 18:54:37 main:574] : INFO : Epoch 864 | loss: 0.0311522 | val_loss: 0.0311663 | Time: 1655.03 ms [2021-01-10 18:54:39 main:574] : INFO : Epoch 865 | loss: 0.0311499 | val_loss: 0.0311645 | Time: 2282.78 ms [2021-01-10 18:54:41 main:574] : INFO : Epoch 866 | loss: 0.0311486 | val_loss: 0.0311651 | Time: 1788.59 ms [2021-01-10 18:54:42 main:574] : INFO : Epoch 867 | loss: 0.0311479 | val_loss: 0.0311645 | Time: 1402.15 ms [2021-01-10 18:54:44 main:574] : INFO : Epoch 868 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 1419.53 ms [2021-01-10 18:54:45 main:574] : INFO : Epoch 869 | loss: 0.0311495 | val_loss: 0.0311675 | Time: 1414.75 ms [2021-01-10 18:54:47 main:574] : INFO : Epoch 870 | loss: 0.0311489 | val_loss: 0.0311658 | Time: 1414.96 ms [2021-01-10 18:54:48 main:574] : INFO : Epoch 871 | loss: 0.0311469 | val_loss: 0.0311648 | Time: 1824.18 ms [2021-01-10 18:54:50 main:574] : INFO : Epoch 872 | loss: 0.031147 | val_loss: 0.0311647 | Time: 1411.48 ms [2021-01-10 18:54:51 main:574] : INFO : Epoch 873 | loss: 0.0311454 | val_loss: 0.0311663 | Time: 1419.68 ms [2021-01-10 18:54:53 main:574] : INFO : Epoch 874 | loss: 0.0311491 | val_loss: 0.0311608 | Time: 1438.39 ms [2021-01-10 18:54:54 main:574] : INFO : Epoch 875 | loss: 0.0311489 | val_loss: 0.0311614 | Time: 1430.89 ms [2021-01-10 18:54:56 main:574] : INFO : Epoch 876 | loss: 0.0311468 | val_loss: 0.0311616 | Time: 1846.76 ms [2021-01-10 18:54:57 main:574] : INFO : Epoch 877 | loss: 0.0311463 | val_loss: 0.0311619 | Time: 1438.71 ms [2021-01-10 18:54:59 main:574] : INFO : Epoch 878 | loss: 0.0311469 | val_loss: 0.0311604 | Time: 1432.56 ms [2021-01-10 18:55:00 main:574] : INFO : Epoch 879 | loss: 0.0311455 | val_loss: 0.0311627 | Time: 1413.16 ms [2021-01-10 18:55:02 main:574] : INFO : Epoch 880 | loss: 0.031146 | val_loss: 0.0311614 | Time: 1442.56 ms [2021-01-10 18:55:03 main:574] : INFO : Epoch 881 | loss: 0.0311459 | val_loss: 0.0311657 | Time: 1540.71 ms [2021-01-10 18:55:05 main:574] : INFO : Epoch 882 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1616.8 ms [2021-01-10 18:55:06 main:574] : INFO : Epoch 883 | loss: 0.0311475 | val_loss: 0.0311636 | Time: 1430.64 ms [2021-01-10 18:55:08 main:574] : INFO : Epoch 884 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 1420.45 ms [2021-01-10 18:55:09 main:574] : INFO : Epoch 885 | loss: 0.031146 | val_loss: 0.0311624 | Time: 1418.26 ms [2021-01-10 18:55:11 main:574] : INFO : Epoch 886 | loss: 0.0311457 | val_loss: 0.0311629 | Time: 1448.11 ms [2021-01-10 18:55:12 main:574] : INFO : Epoch 887 | loss: 0.031145 | val_loss: 0.0311657 | Time: 1836.31 ms [2021-01-10 18:55:14 main:574] : INFO : Epoch 888 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 1420.28 ms [2021-01-10 18:55:15 main:574] : INFO : Epoch 889 | loss: 0.0311485 | val_loss: 0.0311659 | Time: 1423.51 ms [2021-01-10 18:55:17 main:574] : INFO : Epoch 890 | loss: 0.0311508 | val_loss: 0.0311695 | Time: 1420.88 ms [2021-01-10 18:55:18 main:574] : INFO : Epoch 891 | loss: 0.0311495 | val_loss: 0.0311651 | Time: 1417.83 ms [2021-01-10 18:55:20 main:574] : INFO : Epoch 892 | loss: 0.0311475 | val_loss: 0.0311651 | Time: 1706.06 ms [2021-01-10 18:55:21 main:574] : INFO : Epoch 893 | loss: 0.0311474 | val_loss: 0.0311665 | Time: 1434.51 ms [2021-01-10 18:55:23 main:574] : INFO : Epoch 894 | loss: 0.0311475 | val_loss: 0.0311662 | Time: 1405.97 ms [2021-01-10 18:55:24 main:574] : INFO : Epoch 895 | loss: 0.0311479 | val_loss: 0.0311653 | Time: 1413.02 ms [2021-01-10 18:55:26 main:574] : INFO : Epoch 896 | loss: 0.0311469 | val_loss: 0.0311627 | Time: 1405.34 ms [2021-01-10 18:55:27 main:574] : INFO : Epoch 897 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1464.75 ms [2021-01-10 18:55:29 main:574] : INFO : Epoch 898 | loss: 0.0311475 | val_loss: 0.0311652 | Time: 1670.23 ms [2021-01-10 18:55:30 main:574] : INFO : Epoch 899 | loss: 0.0311486 | val_loss: 0.0311647 | Time: 1436.08 ms [2021-01-10 18:55:32 main:574] : INFO : Epoch 900 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 1432.53 ms [2021-01-10 18:55:33 main:574] : INFO : Epoch 901 | loss: 0.0311517 | val_loss: 0.0311656 | Time: 1428.89 ms [2021-01-10 18:55:35 main:574] : INFO : Epoch 902 | loss: 0.0311493 | val_loss: 0.0311658 | Time: 1410.69 ms [2021-01-10 18:55:37 main:574] : INFO : Epoch 903 | loss: 0.0311463 | val_loss: 0.0311667 | Time: 2021.54 ms [2021-01-10 18:55:39 main:574] : INFO : Epoch 904 | loss: 0.0311464 | val_loss: 0.0311658 | Time: 2404.01 ms [2021-01-10 18:55:41 main:574] : INFO : Epoch 905 | loss: 0.0311463 | val_loss: 0.0311655 | Time: 2315.86 ms [2021-01-10 18:55:43 main:574] : INFO : Epoch 906 | loss: 0.0311463 | val_loss: 0.0311649 | Time: 2127.11 ms [2021-01-10 18:55:45 main:574] : INFO : Epoch 907 | loss: 0.0311449 | val_loss: 0.0311687 | Time: 1647.96 ms [2021-01-10 18:55:47 main:574] : INFO : Epoch 908 | loss: 0.0311476 | val_loss: 0.0311657 | Time: 1419.24 ms [2021-01-10 18:55:48 main:574] : INFO : Epoch 909 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 1412.9 ms [2021-01-10 18:55:49 main:574] : INFO : Epoch 910 | loss: 0.0311462 | val_loss: 0.0311657 | Time: 1423.47 ms [2021-01-10 18:55:51 main:574] : INFO : Epoch 911 | loss: 0.0311476 | val_loss: 0.0311673 | Time: 1419.04 ms [2021-01-10 18:55:53 main:574] : INFO : Epoch 912 | loss: 0.0311483 | val_loss: 0.0311645 | Time: 1831.95 ms [2021-01-10 18:55:54 main:574] : INFO : Epoch 913 | loss: 0.0311528 | val_loss: 0.0311652 | Time: 1432.22 ms [2021-01-10 18:55:56 main:574] : INFO : Epoch 914 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 1422.52 ms [2021-01-10 18:55:57 main:574] : INFO : Epoch 915 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 1418.08 ms [2021-01-10 18:55:58 main:574] : INFO : Epoch 916 | loss: 0.0311522 | val_loss: 0.0311645 | Time: 1426.6 ms [2021-01-10 18:56:00 main:574] : INFO : Epoch 917 | loss: 0.0311503 | val_loss: 0.0311662 | Time: 1829.8 ms [2021-01-10 18:56:02 main:574] : INFO : Epoch 918 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 1437.07 ms [2021-01-10 18:56:03 main:574] : INFO : Epoch 919 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 1427.2 ms [2021-01-10 18:56:05 main:574] : INFO : Epoch 920 | loss: 0.0311496 | val_loss: 0.0311637 | Time: 1414.18 ms [2021-01-10 18:56:06 main:574] : INFO : Epoch 921 | loss: 0.0311496 | val_loss: 0.0311657 | Time: 1426.06 ms [2021-01-10 18:56:08 main:574] : INFO : Epoch 922 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 1737.04 ms [2021-01-10 18:56:09 main:574] : INFO : Epoch 923 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 1537.54 ms [2021-01-10 18:56:11 main:574] : INFO : Epoch 924 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 1430.19 ms [2021-01-10 18:56:12 main:574] : INFO : Epoch 925 | loss: 0.0311514 | val_loss: 0.031167 | Time: 1431.97 ms [2021-01-10 18:56:14 main:574] : INFO : Epoch 926 | loss: 0.0311524 | val_loss: 0.0311644 | Time: 1423.33 ms [2021-01-10 18:56:15 main:574] : INFO : Epoch 927 | loss: 0.0311506 | val_loss: 0.031165 | Time: 1459.47 ms [2021-01-10 18:56:17 main:574] : INFO : Epoch 928 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 1703.62 ms [2021-01-10 18:56:18 main:574] : INFO : Epoch 929 | loss: 0.0311501 | val_loss: 0.0311647 | Time: 1434.47 ms [2021-01-10 18:56:20 main:574] : INFO : Epoch 930 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 1432.89 ms [2021-01-10 18:56:21 main:574] : INFO : Epoch 931 | loss: 0.0311509 | val_loss: 0.0311717 | Time: 1439.88 ms [2021-01-10 18:56:22 main:574] : INFO : Epoch 932 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 1424.49 ms [2021-01-10 18:56:24 main:574] : INFO : Epoch 933 | loss: 0.0311561 | val_loss: 0.031164 | Time: 1834.42 ms [2021-01-10 18:56:26 main:574] : INFO : Epoch 934 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 1428.53 ms [2021-01-10 18:56:27 main:574] : INFO : Epoch 935 | loss: 0.0311569 | val_loss: 0.0311685 | Time: 1433.06 ms [2021-01-10 18:56:29 main:574] : INFO : Epoch 936 | loss: 0.0311603 | val_loss: 0.0311687 | Time: 1414.2 ms [2021-01-10 18:56:30 main:574] : INFO : Epoch 937 | loss: 0.0311598 | val_loss: 0.0311706 | Time: 1438.81 ms [2021-01-10 18:56:32 main:574] : INFO : Epoch 938 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 1692.19 ms [2021-01-10 18:56:33 main:574] : INFO : Epoch 939 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1458.97 ms [2021-01-10 18:56:35 main:574] : INFO : Epoch 940 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 1429.21 ms [2021-01-10 18:56:36 main:574] : INFO : Epoch 941 | loss: 0.0311572 | val_loss: 0.0311677 | Time: 1418.28 ms [2021-01-10 18:56:38 main:574] : INFO : Epoch 942 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 1956.29 ms [2021-01-10 18:56:40 main:574] : INFO : Epoch 943 | loss: 0.0311567 | val_loss: 0.031167 | Time: 2186.43 ms [2021-01-10 18:56:42 main:574] : INFO : Epoch 944 | loss: 0.0311552 | val_loss: 0.0311674 | Time: 1428.24 ms [2021-01-10 18:56:43 main:574] : INFO : Epoch 945 | loss: 0.031159 | val_loss: 0.0311725 | Time: 1423.58 ms [2021-01-10 18:56:45 main:574] : INFO : Epoch 946 | loss: 0.0311604 | val_loss: 0.0311663 | Time: 1432.26 ms [2021-01-10 18:56:46 main:574] : INFO : Epoch 947 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 1446.31 ms [2021-01-10 18:56:48 main:574] : INFO : Epoch 948 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 1788.27 ms [2021-01-10 18:56:49 main:574] : INFO : Epoch 949 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 1478.83 ms [2021-01-10 18:56:51 main:574] : INFO : Epoch 950 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 1428.98 ms [2021-01-10 18:56:52 main:574] : INFO : Epoch 951 | loss: 0.0311527 | val_loss: 0.0311715 | Time: 1419.74 ms [2021-01-10 18:56:54 main:574] : INFO : Epoch 952 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 1434.27 ms [2021-01-10 18:56:55 main:574] : INFO : Epoch 953 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 1562.55 ms [2021-01-10 18:56:57 main:574] : INFO : Epoch 954 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 1735.09 ms [2021-01-10 18:56:58 main:574] : INFO : Epoch 955 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 1424.37 ms [2021-01-10 18:57:00 main:574] : INFO : Epoch 956 | loss: 0.0311512 | val_loss: 0.0311678 | Time: 1434.18 ms [2021-01-10 18:57:01 main:574] : INFO : Epoch 957 | loss: 0.0311507 | val_loss: 0.0311683 | Time: 1429.28 ms [2021-01-10 18:57:03 main:574] : INFO : Epoch 958 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 1450.81 ms [2021-01-10 18:57:05 main:574] : INFO : Epoch 959 | loss: 0.0311512 | val_loss: 0.0311675 | Time: 1833.64 ms [2021-01-10 18:57:06 main:574] : INFO : Epoch 960 | loss: 0.031151 | val_loss: 0.0311691 | Time: 1434.02 ms [2021-01-10 18:57:07 main:574] : INFO : Epoch 961 | loss: 0.0311508 | val_loss: 0.0311682 | Time: 1420.72 ms [2021-01-10 18:57:09 main:574] : INFO : Epoch 962 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 1432.73 ms [2021-01-10 18:57:10 main:574] : INFO : Epoch 963 | loss: 0.0311493 | val_loss: 0.0311652 | Time: 1425.2 ms [2021-01-10 18:57:12 main:574] : INFO : Epoch 964 | loss: 0.0311491 | val_loss: 0.0311688 | Time: 1708.96 ms [2021-01-10 18:57:13 main:574] : INFO : Epoch 965 | loss: 0.0311507 | val_loss: 0.031167 | Time: 1426.4 ms [2021-01-10 18:57:15 main:574] : INFO : Epoch 966 | loss: 0.0311494 | val_loss: 0.0311657 | Time: 1418.07 ms [2021-01-10 18:57:16 main:574] : INFO : Epoch 967 | loss: 0.0311493 | val_loss: 0.0311641 | Time: 1427.51 ms [2021-01-10 18:57:18 main:574] : INFO : Epoch 968 | loss: 0.0311493 | val_loss: 0.0311632 | Time: 1424.17 ms [2021-01-10 18:57:19 main:574] : INFO : Epoch 969 | loss: 0.0311502 | val_loss: 0.031169 | Time: 1508.06 ms [2021-01-10 18:57:21 main:574] : INFO : Epoch 970 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 1648.24 ms [2021-01-10 18:57:22 main:574] : INFO : Epoch 971 | loss: 0.0311472 | val_loss: 0.0311644 | Time: 1442.21 ms [2021-01-10 18:57:24 main:574] : INFO : Epoch 972 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 1412.73 ms [2021-01-10 18:57:25 main:574] : INFO : Epoch 973 | loss: 0.0311482 | val_loss: 0.0311665 | Time: 1445.85 ms [2021-01-10 18:57:27 main:574] : INFO : Epoch 974 | loss: 0.0311465 | val_loss: 0.0311651 | Time: 1439.4 ms [2021-01-10 18:57:28 main:574] : INFO : Epoch 975 | loss: 0.0311453 | val_loss: 0.031163 | Time: 1691.26 ms [2021-01-10 18:57:30 main:574] : INFO : Epoch 976 | loss: 0.0311461 | val_loss: 0.0311644 | Time: 1431.5 ms [2021-01-10 18:57:31 main:574] : INFO : Epoch 977 | loss: 0.0311454 | val_loss: 0.0311626 | Time: 1438.82 ms [2021-01-10 18:57:33 main:574] : INFO : Epoch 978 | loss: 0.0311482 | val_loss: 0.0311621 | Time: 1414.3 ms [2021-01-10 18:57:34 main:574] : INFO : Epoch 979 | loss: 0.0311483 | val_loss: 0.0311622 | Time: 1433.15 ms [2021-01-10 18:57:36 main:574] : INFO : Epoch 980 | loss: 0.0311477 | val_loss: 0.0311623 | Time: 1879.94 ms [2021-01-10 18:57:38 main:574] : INFO : Epoch 981 | loss: 0.031148 | val_loss: 0.0311619 | Time: 2333.72 ms [2021-01-10 18:57:41 main:574] : INFO : Epoch 982 | loss: 0.0311493 | val_loss: 0.0311681 | Time: 2455.04 ms [2021-01-10 18:57:43 main:574] : INFO : Epoch 983 | loss: 0.0311536 | val_loss: 0.0311652 | Time: 2380.25 ms [2021-01-10 18:57:45 main:574] : INFO : Epoch 984 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 1650.78 ms [2021-01-10 18:57:46 main:574] : INFO : Epoch 985 | loss: 0.0311525 | val_loss: 0.0311646 | Time: 1437.92 ms [2021-01-10 18:57:48 main:574] : INFO : Epoch 986 | loss: 0.0311528 | val_loss: 0.031165 | Time: 1442.69 ms [2021-01-10 18:57:49 main:574] : INFO : Epoch 987 | loss: 0.0311543 | val_loss: 0.0311644 | Time: 1424.16 ms [2021-01-10 18:57:51 main:574] : INFO : Epoch 988 | loss: 0.031154 | val_loss: 0.0311632 | Time: 1437.69 ms [2021-01-10 18:57:53 main:574] : INFO : Epoch 989 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 1889.41 ms [2021-01-10 18:57:54 main:574] : INFO : Epoch 990 | loss: 0.031151 | val_loss: 0.0311648 | Time: 1427.79 ms [2021-01-10 18:57:55 main:574] : INFO : Epoch 991 | loss: 0.031152 | val_loss: 0.0311652 | Time: 1433.62 ms [2021-01-10 18:57:57 main:574] : INFO : Epoch 992 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 1437.47 ms [2021-01-10 18:57:58 main:574] : INFO : Epoch 993 | loss: 0.0311566 | val_loss: 0.031164 | Time: 1429.9 ms [2021-01-10 18:58:00 main:574] : INFO : Epoch 994 | loss: 0.031154 | val_loss: 0.0311648 | Time: 1714.82 ms [2021-01-10 18:58:02 main:574] : INFO : Epoch 995 | loss: 0.0311527 | val_loss: 0.031166 | Time: 1439.41 ms [2021-01-10 18:58:03 main:574] : INFO : Epoch 996 | loss: 0.0311547 | val_loss: 0.0311636 | Time: 1434.6 ms [2021-01-10 18:58:04 main:574] : INFO : Epoch 997 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 1419.1 ms [2021-01-10 18:58:06 main:574] : INFO : Epoch 998 | loss: 0.031153 | val_loss: 0.0311657 | Time: 1430.93 ms [2021-01-10 18:58:07 main:574] : INFO : Epoch 999 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 1591.9 ms [2021-01-10 18:58:09 main:574] : INFO : Epoch 1000 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 1616.06 ms [2021-01-10 18:58:11 main:574] : INFO : Epoch 1001 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 1438.64 ms [2021-01-10 18:58:12 main:574] : INFO : Epoch 1002 | loss: 0.0311529 | val_loss: 0.0311652 | Time: 1423.93 ms [2021-01-10 18:58:13 main:574] : INFO : Epoch 1003 | loss: 0.0311553 | val_loss: 0.0311705 | Time: 1421.34 ms [2021-01-10 18:58:15 main:574] : INFO : Epoch 1004 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 1424.57 ms [2021-01-10 18:58:17 main:574] : INFO : Epoch 1005 | loss: 0.0311534 | val_loss: 0.0311646 | Time: 1829.61 ms [2021-01-10 18:58:18 main:574] : INFO : Epoch 1006 | loss: 0.0311524 | val_loss: 0.0311612 | Time: 1429.43 ms [2021-01-10 18:58:20 main:574] : INFO : Epoch 1007 | loss: 0.0311496 | val_loss: 0.0311617 | Time: 1428.2 ms [2021-01-10 18:58:21 main:574] : INFO : Epoch 1008 | loss: 0.0311495 | val_loss: 0.031162 | Time: 1421.92 ms [2021-01-10 18:58:22 main:574] : INFO : Epoch 1009 | loss: 0.0311495 | val_loss: 0.0311615 | Time: 1430.5 ms [2021-01-10 18:58:24 main:574] : INFO : Epoch 1010 | loss: 0.0311514 | val_loss: 0.0311642 | Time: 1714.05 ms [2021-01-10 18:58:26 main:574] : INFO : Epoch 1011 | loss: 0.031156 | val_loss: 0.0311634 | Time: 1419.5 ms [2021-01-10 18:58:27 main:574] : INFO : Epoch 1012 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 1425.33 ms [2021-01-10 18:58:28 main:574] : INFO : Epoch 1013 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 1431.66 ms [2021-01-10 18:58:30 main:574] : INFO : Epoch 1014 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 1416.38 ms [2021-01-10 18:58:32 main:574] : INFO : Epoch 1015 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 1681.68 ms [2021-01-10 18:58:33 main:574] : INFO : Epoch 1016 | loss: 0.0311512 | val_loss: 0.0311623 | Time: 1598.11 ms [2021-01-10 18:58:35 main:574] : INFO : Epoch 1017 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 1419.29 ms [2021-01-10 18:58:36 main:574] : INFO : Epoch 1018 | loss: 0.0311513 | val_loss: 0.0311646 | Time: 1423.22 ms [2021-01-10 18:58:38 main:574] : INFO : Epoch 1019 | loss: 0.0311506 | val_loss: 0.0311643 | Time: 2100.98 ms [2021-01-10 18:58:40 main:574] : INFO : Epoch 1020 | loss: 0.031151 | val_loss: 0.0311649 | Time: 2068.13 ms [2021-01-10 18:58:42 main:574] : INFO : Epoch 1021 | loss: 0.0311539 | val_loss: 0.0311758 | Time: 1427.84 ms [2021-01-10 18:58:43 main:574] : INFO : Epoch 1022 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 1437.74 ms [2021-01-10 18:58:44 main:574] : INFO : Epoch 1023 | loss: 0.0311523 | val_loss: 0.031165 | Time: 1438.55 ms [2021-01-10 18:58:46 main:574] : INFO : Epoch 1024 | loss: 0.0311531 | val_loss: 0.0311665 | Time: 1413.13 ms [2021-01-10 18:58:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311665 [2021-01-10 18:58:46 main:603] : INFO : Saving end state to config to file [2021-01-10 18:58:46 main:608] : INFO : Success, exiting.. 18:58:46 (8128): 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)