Task 3613896
| Name | ParityMachine-1605454664-8804-14_0 |
| Workunit | 1828500 |
| Created | 8 Jan 2021, 16:55:33 UTC |
| Sent | 11 Jan 2021, 9:19:46 UTC |
| Report deadline | 18 Jan 2021, 9:19:46 UTC |
| Received | 12 Jan 2021, 4:13:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 26 min 37 sec |
| CPU time | 26 min 1 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> Epoch 514 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 1468.6 ms [2021-01-11 22:26:43 main:574] : INFO : Epoch 515 | loss: 0.0311582 | val_loss: 0.0311768 | Time: 1468 ms [2021-01-11 22:26:45 main:574] : INFO : Epoch 516 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 1469.08 ms [2021-01-11 22:26:47 main:574] : INFO : Epoch 517 | loss: 0.0311597 | val_loss: 0.0311797 | Time: 1739.14 ms [2021-01-11 22:26:48 main:574] : INFO : Epoch 518 | loss: 0.0311607 | val_loss: 0.0311757 | Time: 1479.19 ms [2021-01-11 22:26:50 main:574] : INFO : Epoch 519 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 1481.33 ms [2021-01-11 22:26:51 main:574] : INFO : Epoch 520 | loss: 0.0311568 | val_loss: 0.031175 | Time: 1466.14 ms [2021-01-11 22:26:53 main:574] : INFO : Epoch 521 | loss: 0.031157 | val_loss: 0.0311738 | Time: 1470.35 ms [2021-01-11 22:26:54 main:574] : INFO : Epoch 522 | loss: 0.0311564 | val_loss: 0.031174 | Time: 1655.12 ms [2021-01-11 22:26:56 main:574] : INFO : Epoch 523 | loss: 0.0311555 | val_loss: 0.0311744 | Time: 1492.09 ms [2021-01-11 22:26:57 main:574] : INFO : Epoch 524 | loss: 0.0311565 | val_loss: 0.031173 | Time: 1470.96 ms [2021-01-11 22:26:59 main:574] : INFO : Epoch 525 | loss: 0.0311564 | val_loss: 0.031174 | Time: 1475.43 ms [2021-01-11 22:27:00 main:574] : INFO : Epoch 526 | loss: 0.0311554 | val_loss: 0.0311763 | Time: 1473.34 ms [2021-01-11 22:27:02 main:574] : INFO : Epoch 527 | loss: 0.0311551 | val_loss: 0.0311754 | Time: 1594.82 ms [2021-01-11 22:27:04 main:574] : INFO : Epoch 528 | loss: 0.0311557 | val_loss: 0.0311751 | Time: 1673.61 ms [2021-01-11 22:27:05 main:574] : INFO : Epoch 529 | loss: 0.0311567 | val_loss: 0.031175 | Time: 1473.68 ms [2021-01-11 22:27:07 main:574] : INFO : Epoch 530 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 1474.93 ms [2021-01-11 22:27:08 main:574] : INFO : Epoch 531 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 1468.47 ms [2021-01-11 22:27:09 main:574] : INFO : Epoch 532 | loss: 0.0311564 | val_loss: 0.0311758 | Time: 1478.55 ms [2021-01-11 22:27:11 main:574] : INFO : Epoch 533 | loss: 0.0311568 | val_loss: 0.031176 | Time: 1611.91 ms [2021-01-11 22:27:13 main:574] : INFO : Epoch 534 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 1470.38 ms [2021-01-11 22:27:14 main:574] : INFO : Epoch 535 | loss: 0.0311565 | val_loss: 0.031173 | Time: 1471.72 ms [2021-01-11 22:27:16 main:574] : INFO : Epoch 536 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1574.98 ms [2021-01-11 22:27:18 main:574] : INFO : Epoch 537 | loss: 0.0311602 | val_loss: 0.0311815 | Time: 1862.98 ms [2021-01-11 22:27:19 main:574] : INFO : Epoch 538 | loss: 0.0311612 | val_loss: 0.0311765 | Time: 1779.85 ms [2021-01-11 22:27:21 main:574] : INFO : Epoch 539 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 1468.69 ms [2021-01-11 22:27:22 main:574] : INFO : Epoch 540 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 1488.54 ms [2021-01-11 22:27:24 main:574] : INFO : Epoch 541 | loss: 0.0311606 | val_loss: 0.0311757 | Time: 1458.36 ms [2021-01-11 22:27:25 main:574] : INFO : Epoch 542 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 1473.65 ms [2021-01-11 22:27:27 main:574] : INFO : Epoch 543 | loss: 0.0311614 | val_loss: 0.0311742 | Time: 1763.83 ms [2021-01-11 22:27:28 main:574] : INFO : Epoch 544 | loss: 0.0311596 | val_loss: 0.0311763 | Time: 1473.87 ms [2021-01-11 22:27:30 main:574] : INFO : Epoch 545 | loss: 0.0311597 | val_loss: 0.031176 | Time: 1475.96 ms [2021-01-11 22:27:31 main:574] : INFO : Epoch 546 | loss: 0.031158 | val_loss: 0.0311751 | Time: 1466.21 ms [2021-01-11 22:27:33 main:574] : INFO : Epoch 547 | loss: 0.0311591 | val_loss: 0.0311754 | Time: 1466.01 ms [2021-01-11 22:27:35 main:574] : INFO : Epoch 548 | loss: 0.0311582 | val_loss: 0.0311735 | Time: 1741.8 ms [2021-01-11 22:27:36 main:574] : INFO : Epoch 549 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 1469.27 ms [2021-01-11 22:27:38 main:574] : INFO : Epoch 550 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 1472.2 ms [2021-01-11 22:27:39 main:574] : INFO : Epoch 551 | loss: 0.0311574 | val_loss: 0.0311753 | Time: 1468.14 ms [2021-01-11 22:27:41 main:574] : INFO : Epoch 552 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 1478.33 ms [2021-01-11 22:27:42 main:574] : INFO : Epoch 553 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 1754.68 ms [2021-01-11 22:27:44 main:574] : INFO : Epoch 554 | loss: 0.0311606 | val_loss: 0.0311765 | Time: 1502.62 ms [2021-01-11 22:27:45 main:574] : INFO : Epoch 555 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 1479.18 ms [2021-01-11 22:27:47 main:574] : INFO : Epoch 556 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 1470.4 ms [2021-01-11 22:27:48 main:574] : INFO : Epoch 557 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 1480.11 ms [2021-01-11 22:27:50 main:574] : INFO : Epoch 558 | loss: 0.0311599 | val_loss: 0.0311728 | Time: 1529.5 ms [2021-01-11 22:27:51 main:574] : INFO : Epoch 559 | loss: 0.0316958 | val_loss: 0.0370689 | Time: 1582.46 ms [2021-01-11 22:27:53 main:574] : INFO : Epoch 560 | loss: 0.0579934 | val_loss: 0.049663 | Time: 1480 ms [2021-01-11 22:27:54 main:574] : INFO : Epoch 561 | loss: 0.0387561 | val_loss: 0.0354021 | Time: 1481.78 ms [2021-01-11 22:27:56 main:574] : INFO : Epoch 562 | loss: 0.0323639 | val_loss: 0.031455 | Time: 1470.68 ms [2021-01-11 22:27:57 main:574] : INFO : Epoch 563 | loss: 0.031409 | val_loss: 0.0312997 | Time: 1473.12 ms [2021-01-11 22:27:59 main:574] : INFO : Epoch 564 | loss: 0.0312602 | val_loss: 0.0312333 | Time: 1607.06 ms [2021-01-11 22:28:01 main:574] : INFO : Epoch 565 | loss: 0.0312221 | val_loss: 0.0312117 | Time: 1469.45 ms [2021-01-11 22:28:02 main:574] : INFO : Epoch 566 | loss: 0.0312067 | val_loss: 0.0312015 | Time: 1481.65 ms [2021-01-11 22:28:03 main:574] : INFO : Epoch 567 | loss: 0.0311984 | val_loss: 0.0311951 | Time: 1474.41 ms [2021-01-11 22:28:05 main:574] : INFO : Epoch 568 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 1476.18 ms [2021-01-11 22:28:07 main:574] : INFO : Epoch 569 | loss: 0.0311921 | val_loss: 0.0311921 | Time: 1752.49 ms [2021-01-11 22:28:08 main:574] : INFO : Epoch 570 | loss: 0.0311907 | val_loss: 0.031192 | Time: 1480.76 ms [2021-01-11 22:28:10 main:574] : INFO : Epoch 571 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 1470.23 ms [2021-01-11 22:28:11 main:574] : INFO : Epoch 572 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 1472.42 ms [2021-01-11 22:28:13 main:574] : INFO : Epoch 573 | loss: 0.0311885 | val_loss: 0.03119 | Time: 1474.14 ms [2021-01-11 22:28:14 main:574] : INFO : Epoch 574 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 1593.67 ms [2021-01-11 22:28:16 main:574] : INFO : Epoch 575 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 1612.1 ms [2021-01-11 22:28:18 main:574] : INFO : Epoch 576 | loss: 0.0311867 | val_loss: 0.0311875 | Time: 2037.75 ms [2021-01-11 22:28:20 main:574] : INFO : Epoch 577 | loss: 0.0311857 | val_loss: 0.031187 | Time: 2071.93 ms [2021-01-11 22:28:22 main:574] : INFO : Epoch 578 | loss: 0.0311854 | val_loss: 0.0311867 | Time: 2064.01 ms [2021-01-11 22:28:24 main:574] : INFO : Epoch 579 | loss: 0.0311851 | val_loss: 0.0311866 | Time: 1579.48 ms [2021-01-11 22:28:25 main:574] : INFO : Epoch 580 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 1478.85 ms [2021-01-11 22:28:27 main:574] : INFO : Epoch 581 | loss: 0.0311847 | val_loss: 0.0311865 | Time: 1475.96 ms [2021-01-11 22:28:28 main:574] : INFO : Epoch 582 | loss: 0.0311847 | val_loss: 0.0311862 | Time: 1462.39 ms [2021-01-11 22:28:30 main:574] : INFO : Epoch 583 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 1525.04 ms [2021-01-11 22:28:31 main:574] : INFO : Epoch 584 | loss: 0.031184 | val_loss: 0.0311853 | Time: 1685.06 ms [2021-01-11 22:28:33 main:574] : INFO : Epoch 585 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 1472.53 ms [2021-01-11 22:28:34 main:574] : INFO : Epoch 586 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 1463.7 ms [2021-01-11 22:28:36 main:574] : INFO : Epoch 587 | loss: 0.0311833 | val_loss: 0.0311852 | Time: 1474.97 ms [2021-01-11 22:28:37 main:574] : INFO : Epoch 588 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 1472.15 ms [2021-01-11 22:28:39 main:574] : INFO : Epoch 589 | loss: 0.0311829 | val_loss: 0.0311843 | Time: 1590.14 ms [2021-01-11 22:28:40 main:574] : INFO : Epoch 590 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 1478.08 ms [2021-01-11 22:28:42 main:574] : INFO : Epoch 591 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 1468.85 ms [2021-01-11 22:28:43 main:574] : INFO : Epoch 592 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 1478.19 ms [2021-01-11 22:28:45 main:574] : INFO : Epoch 593 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 1455.35 ms [2021-01-11 22:28:47 main:574] : INFO : Epoch 594 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 1767.9 ms [2021-01-11 22:28:48 main:574] : INFO : Epoch 595 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 1473.34 ms [2021-01-11 22:28:50 main:574] : INFO : Epoch 596 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 1465.88 ms [2021-01-11 22:28:51 main:574] : INFO : Epoch 597 | loss: 0.0311816 | val_loss: 0.0311834 | Time: 1467.9 ms [2021-01-11 22:28:53 main:574] : INFO : Epoch 598 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 1475.44 ms [2021-01-11 22:28:54 main:574] : INFO : Epoch 599 | loss: 0.031182 | val_loss: 0.0311836 | Time: 1569.97 ms [2021-01-11 22:28:56 main:574] : INFO : Epoch 600 | loss: 0.0311811 | val_loss: 0.0311832 | Time: 1534.79 ms [2021-01-11 22:28:57 main:574] : INFO : Epoch 601 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 1466.83 ms [2021-01-11 22:28:59 main:574] : INFO : Epoch 602 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1460.65 ms [2021-01-11 22:29:00 main:574] : INFO : Epoch 603 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1465.24 ms [2021-01-11 22:29:02 main:574] : INFO : Epoch 604 | loss: 0.0311803 | val_loss: 0.0311826 | Time: 1463.23 ms [2021-01-11 22:29:03 main:574] : INFO : Epoch 605 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 1717.67 ms [2021-01-11 22:29:05 main:574] : INFO : Epoch 606 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 1469.72 ms [2021-01-11 22:29:06 main:574] : INFO : Epoch 607 | loss: 0.0311799 | val_loss: 0.0311823 | Time: 1464.87 ms [2021-01-11 22:29:08 main:574] : INFO : Epoch 608 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 1469.83 ms [2021-01-11 22:29:09 main:574] : INFO : Epoch 609 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 1466.3 ms [2021-01-11 22:29:11 main:574] : INFO : Epoch 610 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 1638.49 ms [2021-01-11 22:29:12 main:574] : INFO : Epoch 611 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 1464.15 ms [2021-01-11 22:29:14 main:574] : INFO : Epoch 612 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 1459.66 ms [2021-01-11 22:29:15 main:574] : INFO : Epoch 613 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 1463.66 ms [2021-01-11 22:29:17 main:574] : INFO : Epoch 614 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 1734.52 ms [2021-01-11 22:29:19 main:574] : INFO : Epoch 615 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 1793.53 ms [2021-01-11 22:29:20 main:574] : INFO : Epoch 616 | loss: 0.0311786 | val_loss: 0.0311816 | Time: 1473.25 ms [2021-01-11 22:29:22 main:574] : INFO : Epoch 617 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 1467.85 ms [2021-01-11 22:29:23 main:574] : INFO : Epoch 618 | loss: 0.0311782 | val_loss: 0.0311812 | Time: 1466.71 ms [2021-01-11 22:29:25 main:574] : INFO : Epoch 619 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 1464.07 ms [2021-01-11 22:29:26 main:574] : INFO : Epoch 620 | loss: 0.0311779 | val_loss: 0.0311811 | Time: 1722.26 ms [2021-01-11 22:29:28 main:574] : INFO : Epoch 621 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 1487.16 ms [2021-01-11 22:29:29 main:574] : INFO : Epoch 622 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 1469.08 ms [2021-01-11 22:29:31 main:574] : INFO : Epoch 623 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 1475.14 ms [2021-01-11 22:29:32 main:574] : INFO : Epoch 624 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1472.06 ms [2021-01-11 22:29:34 main:574] : INFO : Epoch 625 | loss: 0.0311769 | val_loss: 0.0311815 | Time: 1538.44 ms [2021-01-11 22:29:36 main:574] : INFO : Epoch 626 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1574.63 ms [2021-01-11 22:29:37 main:574] : INFO : Epoch 627 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 1468.28 ms [2021-01-11 22:29:38 main:574] : INFO : Epoch 628 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1469.83 ms [2021-01-11 22:29:40 main:574] : INFO : Epoch 629 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 1466.91 ms [2021-01-11 22:29:41 main:574] : INFO : Epoch 630 | loss: 0.0311758 | val_loss: 0.0311802 | Time: 1481.45 ms [2021-01-11 22:29:43 main:574] : INFO : Epoch 631 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 1723.54 ms [2021-01-11 22:29:45 main:574] : INFO : Epoch 632 | loss: 0.0311761 | val_loss: 0.0311812 | Time: 1464.53 ms [2021-01-11 22:29:46 main:574] : INFO : Epoch 633 | loss: 0.0311763 | val_loss: 0.0311808 | Time: 1473.31 ms [2021-01-11 22:29:48 main:574] : INFO : Epoch 634 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 1471.05 ms [2021-01-11 22:29:49 main:574] : INFO : Epoch 635 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 1470.3 ms [2021-01-11 22:29:51 main:574] : INFO : Epoch 636 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 1626.68 ms [2021-01-11 22:29:52 main:574] : INFO : Epoch 637 | loss: 0.0311753 | val_loss: 0.0311798 | Time: 1480.16 ms [2021-01-11 22:29:54 main:574] : INFO : Epoch 638 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 1460.51 ms [2021-01-11 22:29:55 main:574] : INFO : Epoch 639 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 1458.06 ms [2021-01-11 22:29:57 main:574] : INFO : Epoch 640 | loss: 0.0311748 | val_loss: 0.0311793 | Time: 1469.66 ms [2021-01-11 22:29:58 main:574] : INFO : Epoch 641 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 1745.29 ms [2021-01-11 22:30:00 main:574] : INFO : Epoch 642 | loss: 0.0311746 | val_loss: 0.0311793 | Time: 1503.39 ms [2021-01-11 22:30:01 main:574] : INFO : Epoch 643 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 1471.72 ms [2021-01-11 22:30:03 main:574] : INFO : Epoch 644 | loss: 0.0311752 | val_loss: 0.03118 | Time: 1478.7 ms [2021-01-11 22:30:04 main:574] : INFO : Epoch 645 | loss: 0.0311745 | val_loss: 0.0311794 | Time: 1580.94 ms [2021-01-11 22:30:06 main:574] : INFO : Epoch 646 | loss: 0.031175 | val_loss: 0.0311799 | Time: 1893 ms [2021-01-11 22:30:08 main:574] : INFO : Epoch 647 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 1737.42 ms [2021-01-11 22:30:10 main:574] : INFO : Epoch 648 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 1501.23 ms [2021-01-11 22:30:11 main:574] : INFO : Epoch 649 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 1467.48 ms [2021-01-11 22:30:13 main:574] : INFO : Epoch 650 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 1483.35 ms [2021-01-11 22:30:14 main:574] : INFO : Epoch 651 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1711.07 ms [2021-01-11 22:30:16 main:574] : INFO : Epoch 652 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 1626.71 ms [2021-01-11 22:30:18 main:574] : INFO : Epoch 653 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2000.66 ms [2021-01-11 22:30:20 main:574] : INFO : Epoch 654 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 2005.44 ms [2021-01-11 22:30:22 main:574] : INFO : Epoch 655 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 2035.92 ms [2021-01-11 22:30:24 main:574] : INFO : Epoch 656 | loss: 0.031175 | val_loss: 0.0311789 | Time: 1574.35 ms [2021-01-11 22:30:25 main:574] : INFO : Epoch 657 | loss: 0.031175 | val_loss: 0.031179 | Time: 1468.93 ms [2021-01-11 22:30:27 main:574] : INFO : Epoch 658 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 1469.09 ms [2021-01-11 22:30:28 main:574] : INFO : Epoch 659 | loss: 0.0311753 | val_loss: 0.0311781 | Time: 1469.27 ms [2021-01-11 22:30:30 main:574] : INFO : Epoch 660 | loss: 0.0311743 | val_loss: 0.0311786 | Time: 1482.11 ms [2021-01-11 22:30:31 main:574] : INFO : Epoch 661 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1601.2 ms [2021-01-11 22:30:33 main:574] : INFO : Epoch 662 | loss: 0.0311739 | val_loss: 0.0311778 | Time: 1469.66 ms [2021-01-11 22:30:34 main:574] : INFO : Epoch 663 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 1464.64 ms [2021-01-11 22:30:36 main:574] : INFO : Epoch 664 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 1461.01 ms [2021-01-11 22:30:37 main:574] : INFO : Epoch 665 | loss: 0.031174 | val_loss: 0.0311786 | Time: 1464.72 ms [2021-01-11 22:30:39 main:574] : INFO : Epoch 666 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 1671.43 ms [2021-01-11 22:30:40 main:574] : INFO : Epoch 667 | loss: 0.031174 | val_loss: 0.0311804 | Time: 1458.25 ms [2021-01-11 22:30:42 main:574] : INFO : Epoch 668 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 1474.67 ms [2021-01-11 22:30:43 main:574] : INFO : Epoch 669 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1461.33 ms [2021-01-11 22:30:45 main:574] : INFO : Epoch 670 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 1468.36 ms [2021-01-11 22:30:46 main:574] : INFO : Epoch 671 | loss: 0.0311731 | val_loss: 0.0311791 | Time: 1602.73 ms [2021-01-11 22:30:48 main:574] : INFO : Epoch 672 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 1518.9 ms [2021-01-11 22:30:49 main:574] : INFO : Epoch 673 | loss: 0.0311755 | val_loss: 0.0311781 | Time: 1469.02 ms [2021-01-11 22:30:51 main:574] : INFO : Epoch 674 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 1456.05 ms [2021-01-11 22:30:52 main:574] : INFO : Epoch 675 | loss: 0.031173 | val_loss: 0.0311812 | Time: 1466.54 ms [2021-01-11 22:30:54 main:574] : INFO : Epoch 676 | loss: 0.031173 | val_loss: 0.0311789 | Time: 1537.28 ms [2021-01-11 22:30:55 main:574] : INFO : Epoch 677 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 1662.11 ms [2021-01-11 22:30:57 main:574] : INFO : Epoch 678 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 1465.45 ms [2021-01-11 22:30:58 main:574] : INFO : Epoch 679 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 1475.07 ms [2021-01-11 22:31:00 main:574] : INFO : Epoch 680 | loss: 0.0311718 | val_loss: 0.0311788 | Time: 1479.2 ms [2021-01-11 22:31:01 main:574] : INFO : Epoch 681 | loss: 0.0311712 | val_loss: 0.0311781 | Time: 1463.26 ms [2021-01-11 22:31:03 main:574] : INFO : Epoch 682 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1637.12 ms [2021-01-11 22:31:04 main:574] : INFO : Epoch 683 | loss: 0.0311713 | val_loss: 0.0311816 | Time: 1465.38 ms [2021-01-11 22:31:06 main:574] : INFO : Epoch 684 | loss: 0.0311723 | val_loss: 0.0311787 | Time: 1466.01 ms [2021-01-11 22:31:07 main:574] : INFO : Epoch 685 | loss: 0.0311707 | val_loss: 0.0311795 | Time: 1470.67 ms [2021-01-11 22:31:09 main:574] : INFO : Epoch 686 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 1498.16 ms [2021-01-11 22:31:11 main:574] : INFO : Epoch 687 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1719.31 ms [2021-01-11 22:31:12 main:574] : INFO : Epoch 688 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 1479.29 ms [2021-01-11 22:31:14 main:574] : INFO : Epoch 689 | loss: 0.0311738 | val_loss: 0.0311799 | Time: 1477.26 ms [2021-01-11 22:31:15 main:574] : INFO : Epoch 690 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1463.83 ms [2021-01-11 22:31:17 main:574] : INFO : Epoch 691 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 1633.33 ms [2021-01-11 22:31:19 main:574] : INFO : Epoch 692 | loss: 0.0311683 | val_loss: 0.031175 | Time: 1886.87 ms [2021-01-11 22:31:20 main:574] : INFO : Epoch 693 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1477.75 ms [2021-01-11 22:31:22 main:574] : INFO : Epoch 694 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 1456.01 ms [2021-01-11 22:31:23 main:574] : INFO : Epoch 695 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 1457.07 ms [2021-01-11 22:31:25 main:574] : INFO : Epoch 696 | loss: 0.0311646 | val_loss: 0.0311752 | Time: 1470.93 ms [2021-01-11 22:31:26 main:574] : INFO : Epoch 697 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 1731.76 ms [2021-01-11 22:31:28 main:574] : INFO : Epoch 698 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 1524.13 ms [2021-01-11 22:31:29 main:574] : INFO : Epoch 699 | loss: 0.0311635 | val_loss: 0.0311732 | Time: 1466.33 ms [2021-01-11 22:31:31 main:574] : INFO : Epoch 700 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 1465.75 ms [2021-01-11 22:31:32 main:574] : INFO : Epoch 701 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 1469.28 ms [2021-01-11 22:31:34 main:574] : INFO : Epoch 702 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 1568 ms [2021-01-11 22:31:36 main:574] : INFO : Epoch 703 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1640.96 ms [2021-01-11 22:31:37 main:574] : INFO : Epoch 704 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 1469.4 ms [2021-01-11 22:31:38 main:574] : INFO : Epoch 705 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 1464.2 ms [2021-01-11 22:31:40 main:574] : INFO : Epoch 706 | loss: 0.031163 | val_loss: 0.0311715 | Time: 1481.34 ms [2021-01-11 22:31:41 main:574] : INFO : Epoch 707 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 1464.75 ms [2021-01-11 22:31:43 main:574] : INFO : Epoch 708 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 1770.15 ms [2021-01-11 22:31:45 main:574] : INFO : Epoch 709 | loss: 0.0311613 | val_loss: 0.031172 | Time: 1467.4 ms [2021-01-11 22:31:46 main:574] : INFO : Epoch 710 | loss: 0.03116 | val_loss: 0.0311718 | Time: 1459.59 ms [2021-01-11 22:31:48 main:574] : INFO : Epoch 711 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 1468.81 ms [2021-01-11 22:31:49 main:574] : INFO : Epoch 712 | loss: 0.031162 | val_loss: 0.0311722 | Time: 1476.67 ms [2021-01-11 22:31:51 main:574] : INFO : Epoch 713 | loss: 0.031161 | val_loss: 0.0311706 | Time: 1635.73 ms [2021-01-11 22:31:52 main:574] : INFO : Epoch 714 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 1467.34 ms [2021-01-11 22:31:54 main:574] : INFO : Epoch 715 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 1476.02 ms [2021-01-11 22:31:55 main:574] : INFO : Epoch 716 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 1474.08 ms [2021-01-11 22:31:57 main:574] : INFO : Epoch 717 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 1473.16 ms [2021-01-11 22:31:58 main:574] : INFO : Epoch 718 | loss: 0.0311612 | val_loss: 0.0311762 | Time: 1702.3 ms [2021-01-11 22:32:00 main:574] : INFO : Epoch 719 | loss: 0.0311645 | val_loss: 0.031176 | Time: 1524.12 ms [2021-01-11 22:32:01 main:574] : INFO : Epoch 720 | loss: 0.0311647 | val_loss: 0.0311775 | Time: 1464.18 ms [2021-01-11 22:32:03 main:574] : INFO : Epoch 721 | loss: 0.031164 | val_loss: 0.031174 | Time: 1472.24 ms [2021-01-11 22:32:04 main:574] : INFO : Epoch 722 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 1469.14 ms [2021-01-11 22:32:06 main:574] : INFO : Epoch 723 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 1578.03 ms [2021-01-11 22:32:08 main:574] : INFO : Epoch 724 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 1537.32 ms [2021-01-11 22:32:09 main:574] : INFO : Epoch 725 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 1474.15 ms [2021-01-11 22:32:10 main:574] : INFO : Epoch 726 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 1472.07 ms [2021-01-11 22:32:12 main:574] : INFO : Epoch 727 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 1468.57 ms [2021-01-11 22:32:13 main:574] : INFO : Epoch 728 | loss: 0.0311637 | val_loss: 0.031175 | Time: 1465.02 ms [2021-01-11 22:32:15 main:574] : INFO : Epoch 729 | loss: 0.0311626 | val_loss: 0.0311734 | Time: 1752.52 ms [2021-01-11 22:32:17 main:574] : INFO : Epoch 730 | loss: 0.0311637 | val_loss: 0.031173 | Time: 1797.73 ms [2021-01-11 22:32:19 main:574] : INFO : Epoch 731 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 1980.82 ms [2021-01-11 22:32:21 main:574] : INFO : Epoch 732 | loss: 0.0311634 | val_loss: 0.0311736 | Time: 2070.37 ms [2021-01-11 22:32:23 main:574] : INFO : Epoch 733 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 1837.63 ms [2021-01-11 22:32:24 main:574] : INFO : Epoch 734 | loss: 0.0311653 | val_loss: 0.0311748 | Time: 1487.48 ms [2021-01-11 22:32:26 main:574] : INFO : Epoch 735 | loss: 0.0311677 | val_loss: 0.0311771 | Time: 1468.78 ms [2021-01-11 22:32:27 main:574] : INFO : Epoch 736 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 1472.05 ms [2021-01-11 22:32:29 main:574] : INFO : Epoch 737 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 1457.81 ms [2021-01-11 22:32:31 main:574] : INFO : Epoch 738 | loss: 0.0311685 | val_loss: 0.0311764 | Time: 1640.85 ms [2021-01-11 22:32:32 main:574] : INFO : Epoch 739 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 1485.82 ms [2021-01-11 22:32:33 main:574] : INFO : Epoch 740 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 1482.11 ms [2021-01-11 22:32:35 main:574] : INFO : Epoch 741 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 1478.28 ms [2021-01-11 22:32:36 main:574] : INFO : Epoch 742 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 1472.14 ms [2021-01-11 22:32:38 main:574] : INFO : Epoch 743 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1685 ms [2021-01-11 22:32:40 main:574] : INFO : Epoch 744 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 1542.06 ms [2021-01-11 22:32:41 main:574] : INFO : Epoch 745 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 1469.25 ms [2021-01-11 22:32:43 main:574] : INFO : Epoch 746 | loss: 0.0311737 | val_loss: 0.031173 | Time: 1470.37 ms [2021-01-11 22:32:44 main:574] : INFO : Epoch 747 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 1477.35 ms [2021-01-11 22:32:46 main:574] : INFO : Epoch 748 | loss: 0.0311713 | val_loss: 0.031175 | Time: 1534.8 ms [2021-01-11 22:32:47 main:574] : INFO : Epoch 749 | loss: 0.0311705 | val_loss: 0.0311748 | Time: 1603.86 ms [2021-01-11 22:32:49 main:574] : INFO : Epoch 750 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1467.28 ms [2021-01-11 22:32:50 main:574] : INFO : Epoch 751 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 1469.85 ms [2021-01-11 22:32:52 main:574] : INFO : Epoch 752 | loss: 0.0311705 | val_loss: 0.0311764 | Time: 1474.68 ms [2021-01-11 22:32:53 main:574] : INFO : Epoch 753 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 1474.7 ms [2021-01-11 22:32:55 main:574] : INFO : Epoch 754 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 1755.12 ms [2021-01-11 22:32:56 main:574] : INFO : Epoch 755 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 1461.58 ms [2021-01-11 22:32:58 main:574] : INFO : Epoch 756 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 1479.39 ms [2021-01-11 22:32:59 main:574] : INFO : Epoch 757 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 1474.51 ms [2021-01-11 22:33:01 main:574] : INFO : Epoch 758 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 1464.81 ms [2021-01-11 22:33:03 main:574] : INFO : Epoch 759 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 1625.46 ms [2021-01-11 22:33:04 main:574] : INFO : Epoch 760 | loss: 0.0311689 | val_loss: 0.0311759 | Time: 1482.88 ms [2021-01-11 22:33:06 main:574] : INFO : Epoch 761 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 1486.76 ms [2021-01-11 22:33:07 main:574] : INFO : Epoch 762 | loss: 0.0311668 | val_loss: 0.0311739 | Time: 1461.39 ms [2021-01-11 22:33:09 main:574] : INFO : Epoch 763 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1468.26 ms [2021-01-11 22:33:10 main:574] : INFO : Epoch 764 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 1718.69 ms [2021-01-11 22:33:12 main:574] : INFO : Epoch 765 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 1557.55 ms [2021-01-11 22:33:13 main:574] : INFO : Epoch 766 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 1471.6 ms [2021-01-11 22:33:15 main:574] : INFO : Epoch 767 | loss: 0.0311653 | val_loss: 0.0311716 | Time: 1476.59 ms [2021-01-11 22:33:16 main:574] : INFO : Epoch 768 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 1601.13 ms [2021-01-11 22:33:18 main:574] : INFO : Epoch 769 | loss: 0.0311642 | val_loss: 0.0311733 | Time: 1914.41 ms [2021-01-11 22:33:20 main:574] : INFO : Epoch 770 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1518.5 ms [2021-01-11 22:33:21 main:574] : INFO : Epoch 771 | loss: 0.0311633 | val_loss: 0.0311729 | Time: 1479.9 ms [2021-01-11 22:33:23 main:574] : INFO : Epoch 772 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 1479.17 ms [2021-01-11 22:33:24 main:574] : INFO : Epoch 773 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 1466.22 ms [2021-01-11 22:33:26 main:574] : INFO : Epoch 774 | loss: 0.0311627 | val_loss: 0.0311731 | Time: 1577.95 ms [2021-01-11 22:33:28 main:574] : INFO : Epoch 775 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 1647.35 ms [2021-01-11 22:33:29 main:574] : INFO : Epoch 776 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 1469.7 ms [2021-01-11 22:33:31 main:574] : INFO : Epoch 777 | loss: 0.0311757 | val_loss: 0.031182 | Time: 1474.06 ms [2021-01-11 22:33:32 main:574] : INFO : Epoch 778 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 1467.9 ms [2021-01-11 22:33:33 main:574] : INFO : Epoch 779 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 1471.09 ms [2021-01-11 22:33:35 main:574] : INFO : Epoch 780 | loss: 0.0311796 | val_loss: 0.0311795 | Time: 1635.74 ms [2021-01-11 22:33:37 main:574] : INFO : Epoch 781 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 1465.59 ms [2021-01-11 22:33:38 main:574] : INFO : Epoch 782 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 1473.4 ms [2021-01-11 22:33:40 main:574] : INFO : Epoch 783 | loss: 0.0311757 | val_loss: 0.0311781 | Time: 1461.92 ms [2021-01-11 22:33:41 main:574] : INFO : Epoch 784 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 1480.56 ms [2021-01-11 22:33:43 main:574] : INFO : Epoch 785 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1711.78 ms [2021-01-11 22:33:44 main:574] : INFO : Epoch 786 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 1469.43 ms [2021-01-11 22:33:46 main:574] : INFO : Epoch 787 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 1472.99 ms [2021-01-11 22:33:47 main:574] : INFO : Epoch 788 | loss: 0.031173 | val_loss: 0.031178 | Time: 1462.03 ms [2021-01-11 22:33:49 main:574] : INFO : Epoch 789 | loss: 0.0311726 | val_loss: 0.0311793 | Time: 1471.5 ms [2021-01-11 22:33:50 main:574] : INFO : Epoch 790 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 1584.26 ms [2021-01-11 22:33:52 main:574] : INFO : Epoch 791 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 1520.25 ms [2021-01-11 22:33:53 main:574] : INFO : Epoch 792 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 1469.7 ms [2021-01-11 22:33:55 main:574] : INFO : Epoch 793 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 1484.92 ms [2021-01-11 22:33:56 main:574] : INFO : Epoch 794 | loss: 0.0311729 | val_loss: 0.0311813 | Time: 1467.97 ms [2021-01-11 22:33:58 main:574] : INFO : Epoch 795 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1575.79 ms [2021-01-11 22:34:00 main:574] : INFO : Epoch 796 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 1696.12 ms [2021-01-11 22:34:01 main:574] : INFO : Epoch 797 | loss: 0.0311715 | val_loss: 0.0311837 | Time: 1474.8 ms [2021-01-11 22:34:03 main:574] : INFO : Epoch 798 | loss: 0.0311728 | val_loss: 0.0311803 | Time: 1485.63 ms [2021-01-11 22:34:04 main:574] : INFO : Epoch 799 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 1471.79 ms [2021-01-11 22:34:05 main:574] : INFO : Epoch 800 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 1477.75 ms [2021-01-11 22:34:07 main:574] : INFO : Epoch 801 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 1611.05 ms [2021-01-11 22:34:09 main:574] : INFO : Epoch 802 | loss: 0.0311707 | val_loss: 0.0311856 | Time: 1471.33 ms [2021-01-11 22:34:10 main:574] : INFO : Epoch 803 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 1472.88 ms [2021-01-11 22:34:12 main:574] : INFO : Epoch 804 | loss: 0.0311693 | val_loss: 0.0311797 | Time: 1469.3 ms [2021-01-11 22:34:13 main:574] : INFO : Epoch 805 | loss: 0.031171 | val_loss: 0.03118 | Time: 1483.32 ms [2021-01-11 22:34:15 main:574] : INFO : Epoch 806 | loss: 0.0311702 | val_loss: 0.0311792 | Time: 1636.78 ms [2021-01-11 22:34:16 main:574] : INFO : Epoch 807 | loss: 0.0311734 | val_loss: 0.0311859 | Time: 1544.32 ms [2021-01-11 22:34:18 main:574] : INFO : Epoch 808 | loss: 0.031174 | val_loss: 0.0311767 | Time: 2059.3 ms [2021-01-11 22:34:20 main:574] : INFO : Epoch 809 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 2077.44 ms [2021-01-11 22:34:22 main:574] : INFO : Epoch 810 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 2015.01 ms [2021-01-11 22:34:24 main:574] : INFO : Epoch 811 | loss: 0.031174 | val_loss: 0.0311811 | Time: 1510.05 ms [2021-01-11 22:34:25 main:574] : INFO : Epoch 812 | loss: 0.0311722 | val_loss: 0.0311784 | Time: 1484.25 ms [2021-01-11 22:34:27 main:574] : INFO : Epoch 813 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 1478.64 ms [2021-01-11 22:34:28 main:574] : INFO : Epoch 814 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 1473.52 ms [2021-01-11 22:34:30 main:574] : INFO : Epoch 815 | loss: 0.0311713 | val_loss: 0.0311794 | Time: 1587.22 ms [2021-01-11 22:34:32 main:574] : INFO : Epoch 816 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 1611.99 ms [2021-01-11 22:34:33 main:574] : INFO : Epoch 817 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 1471.06 ms [2021-01-11 22:34:35 main:574] : INFO : Epoch 818 | loss: 0.0311726 | val_loss: 0.0311772 | Time: 1477.03 ms [2021-01-11 22:34:36 main:574] : INFO : Epoch 819 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 1472.16 ms [2021-01-11 22:34:38 main:574] : INFO : Epoch 820 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 1473.15 ms [2021-01-11 22:34:39 main:574] : INFO : Epoch 821 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1641.47 ms [2021-01-11 22:34:41 main:574] : INFO : Epoch 822 | loss: 0.0311715 | val_loss: 0.0311776 | Time: 1478.41 ms [2021-01-11 22:34:42 main:574] : INFO : Epoch 823 | loss: 0.031172 | val_loss: 0.0311761 | Time: 1473.38 ms [2021-01-11 22:34:44 main:574] : INFO : Epoch 824 | loss: 0.0311704 | val_loss: 0.0311764 | Time: 1479.79 ms [2021-01-11 22:34:45 main:574] : INFO : Epoch 825 | loss: 0.0311699 | val_loss: 0.031179 | Time: 1467.12 ms [2021-01-11 22:34:47 main:574] : INFO : Epoch 826 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 1738.79 ms [2021-01-11 22:34:48 main:574] : INFO : Epoch 827 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 1475.12 ms [2021-01-11 22:34:50 main:574] : INFO : Epoch 828 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 1479.64 ms [2021-01-11 22:34:51 main:574] : INFO : Epoch 829 | loss: 0.0311712 | val_loss: 0.0311796 | Time: 1480.85 ms [2021-01-11 22:34:53 main:574] : INFO : Epoch 830 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 1474.12 ms [2021-01-11 22:34:55 main:574] : INFO : Epoch 831 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 1649.97 ms [2021-01-11 22:34:56 main:574] : INFO : Epoch 832 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 1491.53 ms [2021-01-11 22:34:58 main:574] : INFO : Epoch 833 | loss: 0.0311688 | val_loss: 0.0311781 | Time: 1473.14 ms [2021-01-11 22:34:59 main:574] : INFO : Epoch 834 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 1476.84 ms [2021-01-11 22:35:00 main:574] : INFO : Epoch 835 | loss: 0.0311696 | val_loss: 0.031177 | Time: 1467.8 ms [2021-01-11 22:35:02 main:574] : INFO : Epoch 836 | loss: 0.0311694 | val_loss: 0.0311797 | Time: 1658.79 ms [2021-01-11 22:35:04 main:574] : INFO : Epoch 837 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1604.64 ms [2021-01-11 22:35:05 main:574] : INFO : Epoch 838 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 1475.62 ms [2021-01-11 22:35:07 main:574] : INFO : Epoch 839 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1477.72 ms [2021-01-11 22:35:08 main:574] : INFO : Epoch 840 | loss: 0.0311697 | val_loss: 0.0311772 | Time: 1481.71 ms [2021-01-11 22:35:10 main:574] : INFO : Epoch 841 | loss: 0.0311697 | val_loss: 0.0311784 | Time: 1523.35 ms [2021-01-11 22:35:11 main:574] : INFO : Epoch 842 | loss: 0.0311699 | val_loss: 0.0311788 | Time: 1561.65 ms [2021-01-11 22:35:13 main:574] : INFO : Epoch 843 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 1467.11 ms [2021-01-11 22:35:14 main:574] : INFO : Epoch 844 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 1478.33 ms [2021-01-11 22:35:16 main:574] : INFO : Epoch 845 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 1490.32 ms [2021-01-11 22:35:18 main:574] : INFO : Epoch 846 | loss: 0.0311725 | val_loss: 0.031175 | Time: 1865.45 ms [2021-01-11 22:35:19 main:574] : INFO : Epoch 847 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 1677.27 ms [2021-01-11 22:35:21 main:574] : INFO : Epoch 848 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 1472.12 ms [2021-01-11 22:35:22 main:574] : INFO : Epoch 849 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 1467.96 ms [2021-01-11 22:35:24 main:574] : INFO : Epoch 850 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 1461.21 ms [2021-01-11 22:35:25 main:574] : INFO : Epoch 851 | loss: 0.0311717 | val_loss: 0.0311764 | Time: 1464.43 ms [2021-01-11 22:35:27 main:574] : INFO : Epoch 852 | loss: 0.0311709 | val_loss: 0.0311772 | Time: 1637.84 ms [2021-01-11 22:35:28 main:574] : INFO : Epoch 853 | loss: 0.031172 | val_loss: 0.0311842 | Time: 1469.06 ms [2021-01-11 22:35:30 main:574] : INFO : Epoch 854 | loss: 0.0311736 | val_loss: 0.0311788 | Time: 1473.6 ms [2021-01-11 22:35:31 main:574] : INFO : Epoch 855 | loss: 0.031171 | val_loss: 0.0311755 | Time: 1473.52 ms [2021-01-11 22:35:33 main:574] : INFO : Epoch 856 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 1461.59 ms [2021-01-11 22:35:34 main:574] : INFO : Epoch 857 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1632.52 ms [2021-01-11 22:35:36 main:574] : INFO : Epoch 858 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 1484.36 ms [2021-01-11 22:35:37 main:574] : INFO : Epoch 859 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1485.7 ms [2021-01-11 22:35:39 main:574] : INFO : Epoch 860 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1462.46 ms [2021-01-11 22:35:40 main:574] : INFO : Epoch 861 | loss: 0.0311719 | val_loss: 0.031176 | Time: 1474.48 ms [2021-01-11 22:35:42 main:574] : INFO : Epoch 862 | loss: 0.0311696 | val_loss: 0.0311759 | Time: 1659.59 ms [2021-01-11 22:35:44 main:574] : INFO : Epoch 863 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 1590.15 ms [2021-01-11 22:35:45 main:574] : INFO : Epoch 864 | loss: 0.0311688 | val_loss: 0.0311762 | Time: 1471.14 ms [2021-01-11 22:35:47 main:574] : INFO : Epoch 865 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1475.32 ms [2021-01-11 22:35:48 main:574] : INFO : Epoch 866 | loss: 0.0311685 | val_loss: 0.0311759 | Time: 1469.63 ms [2021-01-11 22:35:50 main:574] : INFO : Epoch 867 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 1501.98 ms [2021-01-11 22:35:51 main:574] : INFO : Epoch 868 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 1616.21 ms [2021-01-11 22:35:53 main:574] : INFO : Epoch 869 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1468.9 ms [2021-01-11 22:35:54 main:574] : INFO : Epoch 870 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 1473.88 ms [2021-01-11 22:35:56 main:574] : INFO : Epoch 871 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 1466.25 ms [2021-01-11 22:35:57 main:574] : INFO : Epoch 872 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 1460.59 ms [2021-01-11 22:35:59 main:574] : INFO : Epoch 873 | loss: 0.031169 | val_loss: 0.0311744 | Time: 1710.68 ms [2021-01-11 22:36:00 main:574] : INFO : Epoch 874 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 1487.99 ms [2021-01-11 22:36:02 main:574] : INFO : Epoch 875 | loss: 0.031168 | val_loss: 0.0311759 | Time: 1460.1 ms [2021-01-11 22:36:03 main:574] : INFO : Epoch 876 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 1469.07 ms [2021-01-11 22:36:05 main:574] : INFO : Epoch 877 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1456.28 ms [2021-01-11 22:36:07 main:574] : INFO : Epoch 878 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 1661.86 ms [2021-01-11 22:36:08 main:574] : INFO : Epoch 879 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 1464.5 ms [2021-01-11 22:36:09 main:574] : INFO : Epoch 880 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 1471.81 ms [2021-01-11 22:36:11 main:574] : INFO : Epoch 881 | loss: 0.0311743 | val_loss: 0.0311777 | Time: 1463.53 ms [2021-01-11 22:36:12 main:574] : INFO : Epoch 882 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 1470.67 ms [2021-01-11 22:36:14 main:574] : INFO : Epoch 883 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1548.21 ms [2021-01-11 22:36:16 main:574] : INFO : Epoch 884 | loss: 0.0311709 | val_loss: 0.0311749 | Time: 1557.4 ms [2021-01-11 22:36:17 main:574] : INFO : Epoch 885 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1652.92 ms [2021-01-11 22:36:19 main:574] : INFO : Epoch 886 | loss: 0.0311672 | val_loss: 0.031174 | Time: 1945.43 ms [2021-01-11 22:36:21 main:574] : INFO : Epoch 887 | loss: 0.0311678 | val_loss: 0.031174 | Time: 2042.47 ms [2021-01-11 22:36:23 main:574] : INFO : Epoch 888 | loss: 0.03117 | val_loss: 0.031174 | Time: 1917.7 ms [2021-01-11 22:36:25 main:574] : INFO : Epoch 889 | loss: 0.0311727 | val_loss: 0.0311751 | Time: 1479.97 ms [2021-01-11 22:36:26 main:574] : INFO : Epoch 890 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 1484.74 ms [2021-01-11 22:36:28 main:574] : INFO : Epoch 891 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 1474.22 ms [2021-01-11 22:36:29 main:574] : INFO : Epoch 892 | loss: 0.0311674 | val_loss: 0.0311758 | Time: 1464.63 ms [2021-01-11 22:36:31 main:574] : INFO : Epoch 893 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 1775.89 ms [2021-01-11 22:36:32 main:574] : INFO : Epoch 894 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 1477.45 ms [2021-01-11 22:36:34 main:574] : INFO : Epoch 895 | loss: 0.0311703 | val_loss: 0.0311826 | Time: 1466.53 ms [2021-01-11 22:36:35 main:574] : INFO : Epoch 896 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1464.31 ms [2021-01-11 22:36:37 main:574] : INFO : Epoch 897 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 1477.22 ms [2021-01-11 22:36:38 main:574] : INFO : Epoch 898 | loss: 0.0311704 | val_loss: 0.0311751 | Time: 1610.21 ms [2021-01-11 22:36:40 main:574] : INFO : Epoch 899 | loss: 0.0311699 | val_loss: 0.031175 | Time: 1510.75 ms [2021-01-11 22:36:41 main:574] : INFO : Epoch 900 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1474.07 ms [2021-01-11 22:36:43 main:574] : INFO : Epoch 901 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 1469.33 ms [2021-01-11 22:36:44 main:574] : INFO : Epoch 902 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 1475.46 ms [2021-01-11 22:36:46 main:574] : INFO : Epoch 903 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 1626.13 ms [2021-01-11 22:36:48 main:574] : INFO : Epoch 904 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1605.77 ms [2021-01-11 22:36:49 main:574] : INFO : Epoch 905 | loss: 0.0311669 | val_loss: 0.031174 | Time: 1468.66 ms [2021-01-11 22:36:51 main:574] : INFO : Epoch 906 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 1471.72 ms [2021-01-11 22:36:52 main:574] : INFO : Epoch 907 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1480.63 ms [2021-01-11 22:36:54 main:574] : INFO : Epoch 908 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 1481.71 ms [2021-01-11 22:36:55 main:574] : INFO : Epoch 909 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 1626.12 ms [2021-01-11 22:36:57 main:574] : INFO : Epoch 910 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 1475.8 ms [2021-01-11 22:36:58 main:574] : INFO : Epoch 911 | loss: 0.0311695 | val_loss: 0.0311741 | Time: 1481.12 ms [2021-01-11 22:37:00 main:574] : INFO : Epoch 912 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1474.33 ms [2021-01-11 22:37:01 main:574] : INFO : Epoch 913 | loss: 0.0311658 | val_loss: 0.031173 | Time: 1465.89 ms [2021-01-11 22:37:03 main:574] : INFO : Epoch 914 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 1605.63 ms [2021-01-11 22:37:04 main:574] : INFO : Epoch 915 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 1485.03 ms [2021-01-11 22:37:06 main:574] : INFO : Epoch 916 | loss: 0.0311681 | val_loss: 0.0311822 | Time: 1458.28 ms [2021-01-11 22:37:07 main:574] : INFO : Epoch 917 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1468.25 ms [2021-01-11 22:37:09 main:574] : INFO : Epoch 918 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 1461.07 ms [2021-01-11 22:37:11 main:574] : INFO : Epoch 919 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 2585.18 ms [2021-01-11 22:37:13 main:574] : INFO : Epoch 920 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 1573.02 ms [2021-01-11 22:37:15 main:574] : INFO : Epoch 921 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 1964.36 ms [2021-01-11 22:37:16 main:574] : INFO : Epoch 922 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1569.66 ms [2021-01-11 22:37:18 main:574] : INFO : Epoch 923 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 1661.33 ms [2021-01-11 22:37:20 main:574] : INFO : Epoch 924 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 1742.3 ms [2021-01-11 22:37:21 main:574] : INFO : Epoch 925 | loss: 0.0311654 | val_loss: 0.0311755 | Time: 1484.07 ms [2021-01-11 22:37:23 main:574] : INFO : Epoch 926 | loss: 0.0311663 | val_loss: 0.031175 | Time: 1486.33 ms [2021-01-11 22:37:24 main:574] : INFO : Epoch 927 | loss: 0.0311667 | val_loss: 0.031177 | Time: 1473.81 ms [2021-01-11 22:37:26 main:574] : INFO : Epoch 928 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1693.82 ms [2021-01-11 22:37:28 main:574] : INFO : Epoch 929 | loss: 0.0311668 | val_loss: 0.031176 | Time: 1641.72 ms [2021-01-11 22:37:29 main:574] : INFO : Epoch 930 | loss: 0.031167 | val_loss: 0.0311741 | Time: 1622.34 ms [2021-01-11 22:37:31 main:574] : INFO : Epoch 931 | loss: 0.0311685 | val_loss: 0.0311723 | Time: 1635.9 ms [2021-01-11 22:37:33 main:574] : INFO : Epoch 932 | loss: 0.031167 | val_loss: 0.0311749 | Time: 1546.26 ms [2021-01-11 22:37:34 main:574] : INFO : Epoch 933 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 1638.63 ms [2021-01-11 22:37:36 main:574] : INFO : Epoch 934 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 1563.01 ms [2021-01-11 22:37:37 main:574] : INFO : Epoch 935 | loss: 0.0311666 | val_loss: 0.0311731 | Time: 1473.5 ms [2021-01-11 22:37:39 main:574] : INFO : Epoch 936 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 1476 ms [2021-01-11 22:37:40 main:574] : INFO : Epoch 937 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 1477.84 ms [2021-01-11 22:37:42 main:574] : INFO : Epoch 938 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 1483.11 ms [2021-01-11 22:37:43 main:574] : INFO : Epoch 939 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 1594.23 ms [2021-01-11 22:37:45 main:574] : INFO : Epoch 940 | loss: 0.0311677 | val_loss: 0.0311735 | Time: 1480.08 ms [2021-01-11 22:37:46 main:574] : INFO : Epoch 941 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1475.82 ms [2021-01-11 22:37:48 main:574] : INFO : Epoch 942 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 1479.19 ms [2021-01-11 22:37:49 main:574] : INFO : Epoch 943 | loss: 0.031172 | val_loss: 0.0311848 | Time: 1467.9 ms [2021-01-11 22:37:51 main:574] : INFO : Epoch 944 | loss: 0.0311705 | val_loss: 0.0311767 | Time: 1809.78 ms [2021-01-11 22:37:53 main:574] : INFO : Epoch 945 | loss: 0.031171 | val_loss: 0.0311785 | Time: 1471.23 ms [2021-01-11 22:37:54 main:574] : INFO : Epoch 946 | loss: 0.03117 | val_loss: 0.0311755 | Time: 1465.39 ms [2021-01-11 22:37:55 main:574] : INFO : Epoch 947 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1469.71 ms [2021-01-11 22:37:57 main:574] : INFO : Epoch 948 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1459.75 ms [2021-01-11 22:37:59 main:574] : INFO : Epoch 949 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 1625.93 ms [2021-01-11 22:38:00 main:574] : INFO : Epoch 950 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 1479.96 ms [2021-01-11 22:38:02 main:574] : INFO : Epoch 951 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 1462.39 ms [2021-01-11 22:38:03 main:574] : INFO : Epoch 952 | loss: 0.0311701 | val_loss: 0.031177 | Time: 1468.53 ms [2021-01-11 22:38:05 main:574] : INFO : Epoch 953 | loss: 0.031175 | val_loss: 0.0311801 | Time: 1477.41 ms [2021-01-11 22:38:06 main:574] : INFO : Epoch 954 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 1699.57 ms [2021-01-11 22:38:08 main:574] : INFO : Epoch 955 | loss: 0.0311735 | val_loss: 0.0311829 | Time: 1572.65 ms [2021-01-11 22:38:09 main:574] : INFO : Epoch 956 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 1461.2 ms [2021-01-11 22:38:11 main:574] : INFO : Epoch 957 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 1634.82 ms [2021-01-11 22:38:13 main:574] : INFO : Epoch 958 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 1886.06 ms [2021-01-11 22:38:15 main:574] : INFO : Epoch 959 | loss: 0.031175 | val_loss: 0.0311808 | Time: 1980.41 ms [2021-01-11 22:38:16 main:574] : INFO : Epoch 960 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1469.64 ms [2021-01-11 22:38:18 main:574] : INFO : Epoch 961 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 1474.64 ms [2021-01-11 22:38:19 main:574] : INFO : Epoch 962 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 1467.41 ms [2021-01-11 22:38:21 main:574] : INFO : Epoch 963 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 1459.71 ms [2021-01-11 22:38:23 main:574] : INFO : Epoch 964 | loss: 0.031171 | val_loss: 0.031177 | Time: 1812.14 ms [2021-01-11 22:38:24 main:574] : INFO : Epoch 965 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1481.54 ms [2021-01-11 22:38:26 main:574] : INFO : Epoch 966 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 1479.52 ms [2021-01-11 22:38:27 main:574] : INFO : Epoch 967 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1470.81 ms [2021-01-11 22:38:28 main:574] : INFO : Epoch 968 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 1466.59 ms [2021-01-11 22:38:30 main:574] : INFO : Epoch 969 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1574.04 ms [2021-01-11 22:38:32 main:574] : INFO : Epoch 970 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 1528.13 ms [2021-01-11 22:38:33 main:574] : INFO : Epoch 971 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 1477.42 ms [2021-01-11 22:38:35 main:574] : INFO : Epoch 972 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 1476.36 ms [2021-01-11 22:38:36 main:574] : INFO : Epoch 973 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 1472.25 ms [2021-01-11 22:38:38 main:574] : INFO : Epoch 974 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 1471.19 ms [2021-01-11 22:38:39 main:574] : INFO : Epoch 975 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 1795.66 ms [2021-01-11 22:38:41 main:574] : INFO : Epoch 976 | loss: 0.031172 | val_loss: 0.0311844 | Time: 1460.46 ms [2021-01-11 22:38:42 main:574] : INFO : Epoch 977 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1470.48 ms [2021-01-11 22:38:44 main:574] : INFO : Epoch 978 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 1463.58 ms [2021-01-11 22:38:45 main:574] : INFO : Epoch 979 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 1464.68 ms [2021-01-11 22:38:47 main:574] : INFO : Epoch 980 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 1614.91 ms [2021-01-11 22:38:48 main:574] : INFO : Epoch 981 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 1470.37 ms [2021-01-11 22:38:50 main:574] : INFO : Epoch 982 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 1465.38 ms [2021-01-11 22:38:51 main:574] : INFO : Epoch 983 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 1460.28 ms [2021-01-11 22:38:53 main:574] : INFO : Epoch 984 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 1457.43 ms [2021-01-11 22:38:55 main:574] : INFO : Epoch 985 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1833.37 ms [2021-01-11 22:38:56 main:574] : INFO : Epoch 986 | loss: 0.031171 | val_loss: 0.0311786 | Time: 1466.85 ms [2021-01-11 22:38:58 main:574] : INFO : Epoch 987 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 1466.22 ms [2021-01-11 22:38:59 main:574] : INFO : Epoch 988 | loss: 0.0311707 | val_loss: 0.031177 | Time: 1475.17 ms [2021-01-11 22:39:01 main:574] : INFO : Epoch 989 | loss: 0.0311695 | val_loss: 0.0311751 | Time: 1463.55 ms [2021-01-11 22:39:02 main:574] : INFO : Epoch 990 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1549.99 ms [2021-01-11 22:39:04 main:574] : INFO : Epoch 991 | loss: 0.0311692 | val_loss: 0.0311777 | Time: 1551.95 ms [2021-01-11 22:39:05 main:574] : INFO : Epoch 992 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 1461.79 ms [2021-01-11 22:39:07 main:574] : INFO : Epoch 993 | loss: 0.0311706 | val_loss: 0.031179 | Time: 1462.96 ms [2021-01-11 22:39:08 main:574] : INFO : Epoch 994 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1460.04 ms [2021-01-11 22:39:10 main:574] : INFO : Epoch 995 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1457.15 ms [2021-01-11 22:39:11 main:574] : INFO : Epoch 996 | loss: 0.0311715 | val_loss: 0.0311752 | Time: 1608.38 ms [2021-01-11 22:39:13 main:574] : INFO : Epoch 997 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 1472.15 ms [2021-01-11 22:39:14 main:574] : INFO : Epoch 998 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 1469.68 ms [2021-01-11 22:39:16 main:574] : INFO : Epoch 999 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 1465.26 ms [2021-01-11 22:39:17 main:574] : INFO : Epoch 1000 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 1458.86 ms [2021-01-11 22:39:19 main:574] : INFO : Epoch 1001 | loss: 0.031176 | val_loss: 0.0311824 | Time: 1822.34 ms [2021-01-11 22:39:20 main:574] : INFO : Epoch 1002 | loss: 0.0311761 | val_loss: 0.0311845 | Time: 1466.07 ms [2021-01-11 22:39:22 main:574] : INFO : Epoch 1003 | loss: 0.0311755 | val_loss: 0.0311842 | Time: 1464.07 ms [2021-01-11 22:39:23 main:574] : INFO : Epoch 1004 | loss: 0.0311748 | val_loss: 0.031185 | Time: 1471.3 ms [2021-01-11 22:39:25 main:574] : INFO : Epoch 1005 | loss: 0.0311764 | val_loss: 0.031182 | Time: 1468 ms [2021-01-11 22:39:26 main:574] : INFO : Epoch 1006 | loss: 0.031176 | val_loss: 0.0311818 | Time: 1613.24 ms [2021-01-11 22:39:28 main:574] : INFO : Epoch 1007 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 1503.95 ms [2021-01-11 22:39:29 main:574] : INFO : Epoch 1008 | loss: 0.0311746 | val_loss: 0.0311812 | Time: 1464.99 ms [2021-01-11 22:39:31 main:574] : INFO : Epoch 1009 | loss: 0.0311747 | val_loss: 0.0311804 | Time: 1471.34 ms [2021-01-11 22:39:32 main:574] : INFO : Epoch 1010 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 1468.49 ms [2021-01-11 22:39:34 main:574] : INFO : Epoch 1011 | loss: 0.0311769 | val_loss: 0.031181 | Time: 1635.51 ms [2021-01-11 22:39:36 main:574] : INFO : Epoch 1012 | loss: 0.0311746 | val_loss: 0.0311794 | Time: 1670.89 ms [2021-01-11 22:39:37 main:574] : INFO : Epoch 1013 | loss: 0.031176 | val_loss: 0.0311834 | Time: 1466.99 ms [2021-01-11 22:39:39 main:574] : INFO : Epoch 1014 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 1470.63 ms [2021-01-11 22:39:40 main:574] : INFO : Epoch 1015 | loss: 0.0311746 | val_loss: 0.031182 | Time: 1463.47 ms [2021-01-11 22:39:42 main:574] : INFO : Epoch 1016 | loss: 0.0311754 | val_loss: 0.0311791 | Time: 1468.73 ms [2021-01-11 22:39:43 main:574] : INFO : Epoch 1017 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 1600.31 ms [2021-01-11 22:39:45 main:574] : INFO : Epoch 1018 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 1459.88 ms [2021-01-11 22:39:46 main:574] : INFO : Epoch 1019 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 1461.59 ms [2021-01-11 22:39:48 main:574] : INFO : Epoch 1020 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 1461.72 ms [2021-01-11 22:39:49 main:574] : INFO : Epoch 1021 | loss: 0.0311756 | val_loss: 0.0311822 | Time: 1463.1 ms [2021-01-11 22:39:51 main:574] : INFO : Epoch 1022 | loss: 0.031174 | val_loss: 0.0311845 | Time: 1606.62 ms [2021-01-11 22:39:52 main:574] : INFO : Epoch 1023 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 1469.35 ms [2021-01-11 22:39:54 main:574] : INFO : Epoch 1024 | loss: 0.0311745 | val_loss: 0.031182 | Time: 1465.61 ms [2021-01-11 22:39:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031182 [2021-01-11 22:39:54 main:603] : INFO : Saving end state to config to file [2021-01-11 22:39:54 main:608] : INFO : Success, exiting.. 22:39:54 (18092): 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)