Task 5058473
| Name | ParityModified-1617243329-10491-3_2 |
| Workunit | 3013538 |
| Created | 22 Apr 2021, 11:32:17 UTC |
| Sent | 22 Apr 2021, 11:43:48 UTC |
| Report deadline | 29 Apr 2021, 11:43:48 UTC |
| Received | 22 Apr 2021, 14:27:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 6 sec |
| CPU time | 1 hours 32 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 01 main:574] : INFO : Epoch 1542 | loss: 0.0311591 | val_loss: 0.0311753 | Time: 2707.9 ms [2021-04-22 15:04:04 main:574] : INFO : Epoch 1543 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2698.14 ms [2021-04-22 15:04:06 main:574] : INFO : Epoch 1544 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 2698.47 ms [2021-04-22 15:04:09 main:574] : INFO : Epoch 1545 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 2701.25 ms [2021-04-22 15:04:12 main:574] : INFO : Epoch 1546 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 2696.89 ms [2021-04-22 15:04:15 main:574] : INFO : Epoch 1547 | loss: 0.03116 | val_loss: 0.0311747 | Time: 2699.51 ms [2021-04-22 15:04:17 main:574] : INFO : Epoch 1548 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 2699.37 ms [2021-04-22 15:04:20 main:574] : INFO : Epoch 1549 | loss: 0.03116 | val_loss: 0.0311736 | Time: 2697.77 ms [2021-04-22 15:04:23 main:574] : INFO : Epoch 1550 | loss: 0.0311582 | val_loss: 0.0311752 | Time: 2697.81 ms [2021-04-22 15:04:25 main:574] : INFO : Epoch 1551 | loss: 0.0311594 | val_loss: 0.0311748 | Time: 2697.69 ms [2021-04-22 15:04:28 main:574] : INFO : Epoch 1552 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 2697.48 ms [2021-04-22 15:04:31 main:574] : INFO : Epoch 1553 | loss: 0.0311608 | val_loss: 0.0311752 | Time: 2699.57 ms [2021-04-22 15:04:34 main:574] : INFO : Epoch 1554 | loss: 0.031163 | val_loss: 0.0311733 | Time: 2697.59 ms [2021-04-22 15:04:36 main:574] : INFO : Epoch 1555 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 2697.37 ms [2021-04-22 15:04:39 main:574] : INFO : Epoch 1556 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 2697.56 ms [2021-04-22 15:04:42 main:574] : INFO : Epoch 1557 | loss: 0.0311595 | val_loss: 0.0311707 | Time: 2698.97 ms [2021-04-22 15:04:45 main:574] : INFO : Epoch 1558 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 2699.32 ms [2021-04-22 15:04:47 main:574] : INFO : Epoch 1559 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 2698.66 ms [2021-04-22 15:04:50 main:574] : INFO : Epoch 1560 | loss: 0.0311608 | val_loss: 0.031169 | Time: 2698.97 ms [2021-04-22 15:04:53 main:574] : INFO : Epoch 1561 | loss: 0.0311587 | val_loss: 0.0311686 | Time: 2702.13 ms [2021-04-22 15:04:55 main:574] : INFO : Epoch 1562 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 2697.64 ms [2021-04-22 15:04:58 main:574] : INFO : Epoch 1563 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2698.92 ms [2021-04-22 15:05:01 main:574] : INFO : Epoch 1564 | loss: 0.031157 | val_loss: 0.0311692 | Time: 2698.32 ms [2021-04-22 15:05:04 main:574] : INFO : Epoch 1565 | loss: 0.0311572 | val_loss: 0.0311713 | Time: 2700.42 ms [2021-04-22 15:05:06 main:574] : INFO : Epoch 1566 | loss: 0.0311566 | val_loss: 0.0311708 | Time: 2696.44 ms [2021-04-22 15:05:09 main:574] : INFO : Epoch 1567 | loss: 0.0311558 | val_loss: 0.0311702 | Time: 2698.67 ms [2021-04-22 15:05:12 main:574] : INFO : Epoch 1568 | loss: 0.0311566 | val_loss: 0.03117 | Time: 2696.81 ms [2021-04-22 15:05:14 main:574] : INFO : Epoch 1569 | loss: 0.0311566 | val_loss: 0.0311686 | Time: 2697.56 ms [2021-04-22 15:05:17 main:574] : INFO : Epoch 1570 | loss: 0.0311556 | val_loss: 0.0311701 | Time: 2695.72 ms [2021-04-22 15:05:20 main:574] : INFO : Epoch 1571 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 2700.07 ms [2021-04-22 15:05:23 main:574] : INFO : Epoch 1572 | loss: 0.0311547 | val_loss: 0.0311685 | Time: 2709.35 ms [2021-04-22 15:05:25 main:574] : INFO : Epoch 1573 | loss: 0.0311542 | val_loss: 0.0311693 | Time: 2699.2 ms [2021-04-22 15:05:28 main:574] : INFO : Epoch 1574 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 2697.07 ms [2021-04-22 15:05:31 main:574] : INFO : Epoch 1575 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 2697.32 ms [2021-04-22 15:05:33 main:574] : INFO : Epoch 1576 | loss: 0.0311546 | val_loss: 0.0311702 | Time: 2698.66 ms [2021-04-22 15:05:36 main:574] : INFO : Epoch 1577 | loss: 0.0311542 | val_loss: 0.0311718 | Time: 2697.65 ms [2021-04-22 15:05:39 main:574] : INFO : Epoch 1578 | loss: 0.0311561 | val_loss: 0.0311691 | Time: 2699.69 ms [2021-04-22 15:05:42 main:574] : INFO : Epoch 1579 | loss: 0.0311548 | val_loss: 0.0311704 | Time: 2696.28 ms [2021-04-22 15:05:44 main:574] : INFO : Epoch 1580 | loss: 0.0311542 | val_loss: 0.0311698 | Time: 2700.3 ms [2021-04-22 15:05:47 main:574] : INFO : Epoch 1581 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2696.07 ms [2021-04-22 15:05:50 main:574] : INFO : Epoch 1582 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 2698.53 ms [2021-04-22 15:05:52 main:574] : INFO : Epoch 1583 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2699.66 ms [2021-04-22 15:05:55 main:574] : INFO : Epoch 1584 | loss: 0.0311538 | val_loss: 0.0311703 | Time: 2695.69 ms [2021-04-22 15:05:58 main:574] : INFO : Epoch 1585 | loss: 0.0311548 | val_loss: 0.0311723 | Time: 2700.32 ms [2021-04-22 15:06:01 main:574] : INFO : Epoch 1586 | loss: 0.0311535 | val_loss: 0.0311718 | Time: 2697.22 ms [2021-04-22 15:06:03 main:574] : INFO : Epoch 1587 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 2700.07 ms [2021-04-22 15:06:06 main:574] : INFO : Epoch 1588 | loss: 0.0311532 | val_loss: 0.0311699 | Time: 2695.88 ms [2021-04-22 15:06:09 main:574] : INFO : Epoch 1589 | loss: 0.0311543 | val_loss: 0.03117 | Time: 2697.23 ms [2021-04-22 15:06:11 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.0311721 | Time: 2697.81 ms [2021-04-22 15:06:14 main:574] : INFO : Epoch 1591 | loss: 0.0311651 | val_loss: 0.0311836 | Time: 2712.1 ms [2021-04-22 15:06:17 main:574] : INFO : Epoch 1592 | loss: 0.0311674 | val_loss: 0.0311794 | Time: 2699.05 ms [2021-04-22 15:06:20 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 2700.46 ms [2021-04-22 15:06:22 main:574] : INFO : Epoch 1594 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 2700.23 ms [2021-04-22 15:06:25 main:574] : INFO : Epoch 1595 | loss: 0.031163 | val_loss: 0.0311723 | Time: 2696.97 ms [2021-04-22 15:06:28 main:574] : INFO : Epoch 1596 | loss: 0.0311611 | val_loss: 0.0311723 | Time: 2698.11 ms [2021-04-22 15:06:31 main:574] : INFO : Epoch 1597 | loss: 0.0311604 | val_loss: 0.0311729 | Time: 2695.77 ms [2021-04-22 15:06:33 main:574] : INFO : Epoch 1598 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 2704.29 ms [2021-04-22 15:06:36 main:574] : INFO : Epoch 1599 | loss: 0.0311576 | val_loss: 0.0311712 | Time: 2696.97 ms [2021-04-22 15:06:39 main:574] : INFO : Epoch 1600 | loss: 0.0311571 | val_loss: 0.0311717 | Time: 2696.52 ms [2021-04-22 15:06:41 main:574] : INFO : Epoch 1601 | loss: 0.0311565 | val_loss: 0.0311714 | Time: 2701.04 ms [2021-04-22 15:06:44 main:574] : INFO : Epoch 1602 | loss: 0.0311561 | val_loss: 0.0311716 | Time: 2697.14 ms [2021-04-22 15:06:47 main:574] : INFO : Epoch 1603 | loss: 0.0311562 | val_loss: 0.0311727 | Time: 2696.85 ms [2021-04-22 15:06:50 main:574] : INFO : Epoch 1604 | loss: 0.0311555 | val_loss: 0.0311724 | Time: 2697.69 ms [2021-04-22 15:06:52 main:574] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 2700.35 ms [2021-04-22 15:06:55 main:574] : INFO : Epoch 1606 | loss: 0.0311545 | val_loss: 0.0311728 | Time: 2697.04 ms [2021-04-22 15:06:58 main:574] : INFO : Epoch 1607 | loss: 0.0311553 | val_loss: 0.0311752 | Time: 2697.54 ms [2021-04-22 15:07:00 main:574] : INFO : Epoch 1608 | loss: 0.0311552 | val_loss: 0.0311737 | Time: 2713.08 ms [2021-04-22 15:07:03 main:574] : INFO : Epoch 1609 | loss: 0.031155 | val_loss: 0.0311727 | Time: 2699.41 ms [2021-04-22 15:07:06 main:574] : INFO : Epoch 1610 | loss: 0.0311546 | val_loss: 0.0311729 | Time: 2697.5 ms [2021-04-22 15:07:09 main:574] : INFO : Epoch 1611 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2697.4 ms [2021-04-22 15:07:11 main:574] : INFO : Epoch 1612 | loss: 0.0311544 | val_loss: 0.031174 | Time: 2700.05 ms [2021-04-22 15:07:14 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311727 | Time: 2697.18 ms [2021-04-22 15:07:17 main:574] : INFO : Epoch 1614 | loss: 0.0311553 | val_loss: 0.031174 | Time: 2695.18 ms [2021-04-22 15:07:19 main:574] : INFO : Epoch 1615 | loss: 0.0311586 | val_loss: 0.0311753 | Time: 2699 ms [2021-04-22 15:07:22 main:574] : INFO : Epoch 1616 | loss: 0.0311582 | val_loss: 0.0311706 | Time: 2698.33 ms [2021-04-22 15:07:25 main:574] : INFO : Epoch 1617 | loss: 0.0311555 | val_loss: 0.031173 | Time: 2697.53 ms [2021-04-22 15:07:28 main:574] : INFO : Epoch 1618 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 2696.7 ms [2021-04-22 15:07:30 main:574] : INFO : Epoch 1619 | loss: 0.0311544 | val_loss: 0.031173 | Time: 2702.75 ms [2021-04-22 15:07:33 main:574] : INFO : Epoch 1620 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 2709.88 ms [2021-04-22 15:07:36 main:574] : INFO : Epoch 1621 | loss: 0.0311541 | val_loss: 0.0311734 | Time: 2696.8 ms [2021-04-22 15:07:39 main:574] : INFO : Epoch 1622 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 2699.12 ms [2021-04-22 15:07:41 main:574] : INFO : Epoch 1623 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 2699.92 ms [2021-04-22 15:07:44 main:574] : INFO : Epoch 1624 | loss: 0.0311538 | val_loss: 0.0311737 | Time: 2698.41 ms [2021-04-22 15:07:47 main:574] : INFO : Epoch 1625 | loss: 0.0311556 | val_loss: 0.031172 | Time: 2696.91 ms [2021-04-22 15:07:49 main:574] : INFO : Epoch 1626 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 2700.55 ms [2021-04-22 15:07:52 main:574] : INFO : Epoch 1627 | loss: 0.031154 | val_loss: 0.03117 | Time: 2699.81 ms [2021-04-22 15:07:55 main:574] : INFO : Epoch 1628 | loss: 0.0311524 | val_loss: 0.031174 | Time: 2703.39 ms [2021-04-22 15:07:58 main:574] : INFO : Epoch 1629 | loss: 0.0311541 | val_loss: 0.031173 | Time: 2699.36 ms [2021-04-22 15:08:00 main:574] : INFO : Epoch 1630 | loss: 0.0311568 | val_loss: 0.0311781 | Time: 2700.45 ms [2021-04-22 15:08:03 main:574] : INFO : Epoch 1631 | loss: 0.0311578 | val_loss: 0.0311726 | Time: 2696.92 ms [2021-04-22 15:08:06 main:574] : INFO : Epoch 1632 | loss: 0.0311564 | val_loss: 0.031171 | Time: 2701.84 ms [2021-04-22 15:08:08 main:574] : INFO : Epoch 1633 | loss: 0.0311543 | val_loss: 0.031174 | Time: 2699.48 ms [2021-04-22 15:08:11 main:574] : INFO : Epoch 1634 | loss: 0.0311544 | val_loss: 0.0311731 | Time: 2698.18 ms [2021-04-22 15:08:14 main:574] : INFO : Epoch 1635 | loss: 0.0311565 | val_loss: 0.0311739 | Time: 2699.69 ms [2021-04-22 15:08:17 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.031177 | Time: 2698.81 ms [2021-04-22 15:08:19 main:574] : INFO : Epoch 1637 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 2698.56 ms [2021-04-22 15:08:22 main:574] : INFO : Epoch 1638 | loss: 0.0311578 | val_loss: 0.0311752 | Time: 2702.05 ms [2021-04-22 15:08:25 main:574] : INFO : Epoch 1639 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 2700.63 ms [2021-04-22 15:08:27 main:574] : INFO : Epoch 1640 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2699.22 ms [2021-04-22 15:08:30 main:574] : INFO : Epoch 1641 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 2699.61 ms [2021-04-22 15:08:33 main:574] : INFO : Epoch 1642 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 2698.79 ms [2021-04-22 15:08:36 main:574] : INFO : Epoch 1643 | loss: 0.0311583 | val_loss: 0.0311739 | Time: 2698.68 ms [2021-04-22 15:08:38 main:574] : INFO : Epoch 1644 | loss: 0.0311591 | val_loss: 0.0311723 | Time: 2701.13 ms [2021-04-22 15:08:41 main:574] : INFO : Epoch 1645 | loss: 0.0311575 | val_loss: 0.0311753 | Time: 2698.94 ms [2021-04-22 15:08:44 main:574] : INFO : Epoch 1646 | loss: 0.0311564 | val_loss: 0.0311738 | Time: 2698.74 ms [2021-04-22 15:08:47 main:574] : INFO : Epoch 1647 | loss: 0.031156 | val_loss: 0.0311735 | Time: 2697.72 ms [2021-04-22 15:08:49 main:574] : INFO : Epoch 1648 | loss: 0.0311567 | val_loss: 0.0311754 | Time: 2698.91 ms [2021-04-22 15:08:52 main:574] : INFO : Epoch 1649 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2697.19 ms [2021-04-22 15:08:55 main:574] : INFO : Epoch 1650 | loss: 0.0311568 | val_loss: 0.0311719 | Time: 2701.94 ms [2021-04-22 15:08:57 main:574] : INFO : Epoch 1651 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 2699.12 ms [2021-04-22 15:09:00 main:574] : INFO : Epoch 1652 | loss: 0.0311584 | val_loss: 0.0311668 | Time: 2698.7 ms [2021-04-22 15:09:03 main:574] : INFO : Epoch 1653 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 2703.24 ms [2021-04-22 15:09:06 main:574] : INFO : Epoch 1654 | loss: 0.0311559 | val_loss: 0.0311711 | Time: 2698.53 ms [2021-04-22 15:09:08 main:574] : INFO : Epoch 1655 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 2712.61 ms [2021-04-22 15:09:11 main:574] : INFO : Epoch 1656 | loss: 0.0311556 | val_loss: 0.0311695 | Time: 2698.39 ms [2021-04-22 15:09:14 main:574] : INFO : Epoch 1657 | loss: 0.0311551 | val_loss: 0.03117 | Time: 2700.09 ms [2021-04-22 15:09:16 main:574] : INFO : Epoch 1658 | loss: 0.0311548 | val_loss: 0.0311719 | Time: 2697.23 ms [2021-04-22 15:09:19 main:574] : INFO : Epoch 1659 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2700.66 ms [2021-04-22 15:09:22 main:574] : INFO : Epoch 1660 | loss: 0.0311536 | val_loss: 0.0311705 | Time: 2700.16 ms [2021-04-22 15:09:25 main:574] : INFO : Epoch 1661 | loss: 0.0311538 | val_loss: 0.0311697 | Time: 2701.19 ms [2021-04-22 15:09:27 main:574] : INFO : Epoch 1662 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2695.86 ms [2021-04-22 15:09:30 main:574] : INFO : Epoch 1663 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 2699.88 ms [2021-04-22 15:09:33 main:574] : INFO : Epoch 1664 | loss: 0.031153 | val_loss: 0.031171 | Time: 2702.62 ms [2021-04-22 15:09:36 main:574] : INFO : Epoch 1665 | loss: 0.0311552 | val_loss: 0.031173 | Time: 2698.82 ms [2021-04-22 15:09:38 main:574] : INFO : Epoch 1666 | loss: 0.0311575 | val_loss: 0.0311731 | Time: 2700.07 ms [2021-04-22 15:09:41 main:574] : INFO : Epoch 1667 | loss: 0.0311577 | val_loss: 0.0311743 | Time: 2699.38 ms [2021-04-22 15:09:44 main:574] : INFO : Epoch 1668 | loss: 0.0311577 | val_loss: 0.0311728 | Time: 2697.78 ms [2021-04-22 15:09:46 main:574] : INFO : Epoch 1669 | loss: 0.0311556 | val_loss: 0.0311726 | Time: 2694.61 ms [2021-04-22 15:09:49 main:574] : INFO : Epoch 1670 | loss: 0.031157 | val_loss: 0.0311718 | Time: 2698.02 ms [2021-04-22 15:09:52 main:574] : INFO : Epoch 1671 | loss: 0.0311545 | val_loss: 0.0311718 | Time: 2698.49 ms [2021-04-22 15:09:55 main:574] : INFO : Epoch 1672 | loss: 0.0311545 | val_loss: 0.031171 | Time: 2702.56 ms [2021-04-22 15:09:57 main:574] : INFO : Epoch 1673 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 2698.73 ms [2021-04-22 15:10:00 main:574] : INFO : Epoch 1674 | loss: 0.0311547 | val_loss: 0.0311725 | Time: 2700.27 ms [2021-04-22 15:10:03 main:574] : INFO : Epoch 1675 | loss: 0.0311549 | val_loss: 0.0311719 | Time: 2700.54 ms [2021-04-22 15:10:05 main:574] : INFO : Epoch 1676 | loss: 0.0311568 | val_loss: 0.0311734 | Time: 2700.92 ms [2021-04-22 15:10:08 main:574] : INFO : Epoch 1677 | loss: 0.0311555 | val_loss: 0.0311762 | Time: 2700.13 ms [2021-04-22 15:10:11 main:574] : INFO : Epoch 1678 | loss: 0.031157 | val_loss: 0.0311736 | Time: 2700.04 ms [2021-04-22 15:10:14 main:574] : INFO : Epoch 1679 | loss: 0.0311565 | val_loss: 0.0311739 | Time: 2701.82 ms [2021-04-22 15:10:16 main:574] : INFO : Epoch 1680 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 2701.24 ms [2021-04-22 15:10:19 main:574] : INFO : Epoch 1681 | loss: 0.0311542 | val_loss: 0.0311735 | Time: 2699.51 ms [2021-04-22 15:10:22 main:574] : INFO : Epoch 1682 | loss: 0.0311541 | val_loss: 0.0311714 | Time: 2700.73 ms [2021-04-22 15:10:24 main:574] : INFO : Epoch 1683 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 2700.2 ms [2021-04-22 15:10:27 main:574] : INFO : Epoch 1684 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 2699.25 ms [2021-04-22 15:10:30 main:574] : INFO : Epoch 1685 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 2701.96 ms [2021-04-22 15:10:33 main:574] : INFO : Epoch 1686 | loss: 0.0311557 | val_loss: 0.031172 | Time: 2700.46 ms [2021-04-22 15:10:35 main:574] : INFO : Epoch 1687 | loss: 0.0311547 | val_loss: 0.0311739 | Time: 2701.95 ms [2021-04-22 15:10:38 main:574] : INFO : Epoch 1688 | loss: 0.0311572 | val_loss: 0.0311699 | Time: 2700.42 ms [2021-04-22 15:10:41 main:574] : INFO : Epoch 1689 | loss: 0.0311575 | val_loss: 0.0311753 | Time: 2701.62 ms [2021-04-22 15:10:43 main:574] : INFO : Epoch 1690 | loss: 0.0311587 | val_loss: 0.0311787 | Time: 2700.92 ms [2021-04-22 15:10:46 main:574] : INFO : Epoch 1691 | loss: 0.0311553 | val_loss: 0.0311754 | Time: 2702.47 ms [2021-04-22 15:10:49 main:574] : INFO : Epoch 1692 | loss: 0.0311546 | val_loss: 0.0311753 | Time: 2702.75 ms [2021-04-22 15:10:52 main:574] : INFO : Epoch 1693 | loss: 0.0311537 | val_loss: 0.0311736 | Time: 2699.66 ms [2021-04-22 15:10:54 main:574] : INFO : Epoch 1694 | loss: 0.0311536 | val_loss: 0.0311754 | Time: 2701.41 ms [2021-04-22 15:10:57 main:574] : INFO : Epoch 1695 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 2701.99 ms [2021-04-22 15:11:00 main:574] : INFO : Epoch 1696 | loss: 0.0311527 | val_loss: 0.0311759 | Time: 2701.65 ms [2021-04-22 15:11:03 main:574] : INFO : Epoch 1697 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 2699.26 ms [2021-04-22 15:11:05 main:574] : INFO : Epoch 1698 | loss: 0.0311524 | val_loss: 0.031174 | Time: 2704.92 ms [2021-04-22 15:11:08 main:574] : INFO : Epoch 1699 | loss: 0.0311523 | val_loss: 0.0311746 | Time: 2700.92 ms [2021-04-22 15:11:11 main:574] : INFO : Epoch 1700 | loss: 0.0311518 | val_loss: 0.0311748 | Time: 2699.75 ms [2021-04-22 15:11:13 main:574] : INFO : Epoch 1701 | loss: 0.0311513 | val_loss: 0.0311767 | Time: 2702 ms [2021-04-22 15:11:16 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311755 | Time: 2699.38 ms [2021-04-22 15:11:19 main:574] : INFO : Epoch 1703 | loss: 0.0311511 | val_loss: 0.031173 | Time: 2699.62 ms [2021-04-22 15:11:22 main:574] : INFO : Epoch 1704 | loss: 0.0311519 | val_loss: 0.0311811 | Time: 2701.71 ms [2021-04-22 15:11:24 main:574] : INFO : Epoch 1705 | loss: 0.0311554 | val_loss: 0.0311772 | Time: 2700.18 ms [2021-04-22 15:11:27 main:574] : INFO : Epoch 1706 | loss: 0.031152 | val_loss: 0.0311773 | Time: 2698.27 ms [2021-04-22 15:11:30 main:574] : INFO : Epoch 1707 | loss: 0.031152 | val_loss: 0.0311764 | Time: 2700.51 ms [2021-04-22 15:11:32 main:574] : INFO : Epoch 1708 | loss: 0.0311522 | val_loss: 0.0311763 | Time: 2699.51 ms [2021-04-22 15:11:35 main:574] : INFO : Epoch 1709 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 2696.9 ms [2021-04-22 15:11:38 main:574] : INFO : Epoch 1710 | loss: 0.0311517 | val_loss: 0.0311741 | Time: 2696.6 ms [2021-04-22 15:11:41 main:574] : INFO : Epoch 1711 | loss: 0.0311522 | val_loss: 0.0311771 | Time: 2700.76 ms [2021-04-22 15:11:43 main:574] : INFO : Epoch 1712 | loss: 0.0311526 | val_loss: 0.0311785 | Time: 2695.88 ms [2021-04-22 15:11:46 main:574] : INFO : Epoch 1713 | loss: 0.0311513 | val_loss: 0.0311753 | Time: 2696.3 ms [2021-04-22 15:11:49 main:574] : INFO : Epoch 1714 | loss: 0.0311518 | val_loss: 0.0311749 | Time: 2697.01 ms [2021-04-22 15:11:51 main:574] : INFO : Epoch 1715 | loss: 0.0311512 | val_loss: 0.0311746 | Time: 2695.98 ms [2021-04-22 15:11:54 main:574] : INFO : Epoch 1716 | loss: 0.031151 | val_loss: 0.0311735 | Time: 2700.13 ms [2021-04-22 15:11:57 main:574] : INFO : Epoch 1717 | loss: 0.0311513 | val_loss: 0.0311753 | Time: 2701.67 ms [2021-04-22 15:12:00 main:574] : INFO : Epoch 1718 | loss: 0.0311516 | val_loss: 0.0311772 | Time: 2695.79 ms [2021-04-22 15:12:02 main:574] : INFO : Epoch 1719 | loss: 0.0311526 | val_loss: 0.031174 | Time: 2694.65 ms [2021-04-22 15:12:05 main:574] : INFO : Epoch 1720 | loss: 0.0311514 | val_loss: 0.0311741 | Time: 2700.78 ms [2021-04-22 15:12:08 main:574] : INFO : Epoch 1721 | loss: 0.0311516 | val_loss: 0.031176 | Time: 2696.11 ms [2021-04-22 15:12:11 main:574] : INFO : Epoch 1722 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 2695.76 ms [2021-04-22 15:12:13 main:574] : INFO : Epoch 1723 | loss: 0.0311502 | val_loss: 0.0311735 | Time: 2696.91 ms [2021-04-22 15:12:16 main:574] : INFO : Epoch 1724 | loss: 0.0311507 | val_loss: 0.031178 | Time: 2702.06 ms [2021-04-22 15:12:19 main:574] : INFO : Epoch 1725 | loss: 0.0311533 | val_loss: 0.0311716 | Time: 2697.53 ms [2021-04-22 15:12:21 main:574] : INFO : Epoch 1726 | loss: 0.0311544 | val_loss: 0.0311755 | Time: 2696.11 ms [2021-04-22 15:12:24 main:574] : INFO : Epoch 1727 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 2697.03 ms [2021-04-22 15:12:27 main:574] : INFO : Epoch 1728 | loss: 0.0311516 | val_loss: 0.0311739 | Time: 2701.26 ms [2021-04-22 15:12:30 main:574] : INFO : Epoch 1729 | loss: 0.0311517 | val_loss: 0.0311766 | Time: 2701.69 ms [2021-04-22 15:12:32 main:574] : INFO : Epoch 1730 | loss: 0.0311503 | val_loss: 0.0311768 | Time: 2704.25 ms [2021-04-22 15:12:35 main:574] : INFO : Epoch 1731 | loss: 0.0311508 | val_loss: 0.0311747 | Time: 2702.02 ms [2021-04-22 15:12:38 main:574] : INFO : Epoch 1732 | loss: 0.0311513 | val_loss: 0.0311757 | Time: 2700.18 ms [2021-04-22 15:12:40 main:574] : INFO : Epoch 1733 | loss: 0.0311516 | val_loss: 0.0311777 | Time: 2701.48 ms [2021-04-22 15:12:43 main:574] : INFO : Epoch 1734 | loss: 0.0311526 | val_loss: 0.0311727 | Time: 2704.73 ms [2021-04-22 15:12:46 main:574] : INFO : Epoch 1735 | loss: 0.031153 | val_loss: 0.0311738 | Time: 2711.06 ms [2021-04-22 15:12:49 main:574] : INFO : Epoch 1736 | loss: 0.0311536 | val_loss: 0.0311766 | Time: 2701.29 ms [2021-04-22 15:12:51 main:574] : INFO : Epoch 1737 | loss: 0.0311549 | val_loss: 0.0311749 | Time: 2702.44 ms [2021-04-22 15:12:54 main:574] : INFO : Epoch 1738 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 2703.22 ms [2021-04-22 15:12:57 main:574] : INFO : Epoch 1739 | loss: 0.0311537 | val_loss: 0.0311748 | Time: 2699.86 ms [2021-04-22 15:13:00 main:574] : INFO : Epoch 1740 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 2704.06 ms [2021-04-22 15:13:02 main:574] : INFO : Epoch 1741 | loss: 0.0311517 | val_loss: 0.0311746 | Time: 2701.95 ms [2021-04-22 15:13:05 main:574] : INFO : Epoch 1742 | loss: 0.0311511 | val_loss: 0.0311748 | Time: 2703.46 ms [2021-04-22 15:13:08 main:574] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311757 | Time: 2698.96 ms [2021-04-22 15:13:11 main:574] : INFO : Epoch 1744 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 2717.06 ms [2021-04-22 15:13:13 main:574] : INFO : Epoch 1745 | loss: 0.0311534 | val_loss: 0.031176 | Time: 2702.48 ms [2021-04-22 15:13:16 main:574] : INFO : Epoch 1746 | loss: 0.0311541 | val_loss: 0.0311737 | Time: 2703.45 ms [2021-04-22 15:13:19 main:574] : INFO : Epoch 1747 | loss: 0.031152 | val_loss: 0.0311738 | Time: 2703.14 ms [2021-04-22 15:13:21 main:574] : INFO : Epoch 1748 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 2702.04 ms [2021-04-22 15:13:24 main:574] : INFO : Epoch 1749 | loss: 0.0311545 | val_loss: 0.0311732 | Time: 2701.7 ms [2021-04-22 15:13:27 main:574] : INFO : Epoch 1750 | loss: 0.0311557 | val_loss: 0.0311786 | Time: 2701.24 ms [2021-04-22 15:13:30 main:574] : INFO : Epoch 1751 | loss: 0.0311543 | val_loss: 0.0311736 | Time: 2705.21 ms [2021-04-22 15:13:32 main:574] : INFO : Epoch 1752 | loss: 0.031154 | val_loss: 0.0311756 | Time: 2701.66 ms [2021-04-22 15:13:35 main:574] : INFO : Epoch 1753 | loss: 0.0311529 | val_loss: 0.0311748 | Time: 2700.86 ms [2021-04-22 15:13:38 main:574] : INFO : Epoch 1754 | loss: 0.0311521 | val_loss: 0.0311759 | Time: 2701.48 ms [2021-04-22 15:13:41 main:574] : INFO : Epoch 1755 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 2704.06 ms [2021-04-22 15:13:43 main:574] : INFO : Epoch 1756 | loss: 0.0311556 | val_loss: 0.0311783 | Time: 2701.04 ms [2021-04-22 15:13:46 main:574] : INFO : Epoch 1757 | loss: 0.0311556 | val_loss: 0.031171 | Time: 2701.24 ms [2021-04-22 15:13:49 main:574] : INFO : Epoch 1758 | loss: 0.0311538 | val_loss: 0.0311736 | Time: 2704.1 ms [2021-04-22 15:13:51 main:574] : INFO : Epoch 1759 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 2701.41 ms [2021-04-22 15:13:54 main:574] : INFO : Epoch 1760 | loss: 0.0311509 | val_loss: 0.0311753 | Time: 2700.34 ms [2021-04-22 15:13:57 main:574] : INFO : Epoch 1761 | loss: 0.0311518 | val_loss: 0.03117 | Time: 2700.57 ms [2021-04-22 15:14:00 main:574] : INFO : Epoch 1762 | loss: 0.0311528 | val_loss: 0.0311705 | Time: 2701.98 ms [2021-04-22 15:14:02 main:574] : INFO : Epoch 1763 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 2701.9 ms [2021-04-22 15:14:05 main:574] : INFO : Epoch 1764 | loss: 0.0311498 | val_loss: 0.0311706 | Time: 2701.92 ms [2021-04-22 15:14:08 main:574] : INFO : Epoch 1765 | loss: 0.0311503 | val_loss: 0.0311754 | Time: 2704.29 ms [2021-04-22 15:14:10 main:574] : INFO : Epoch 1766 | loss: 0.0311513 | val_loss: 0.0311716 | Time: 2699.11 ms [2021-04-22 15:14:13 main:574] : INFO : Epoch 1767 | loss: 0.0311524 | val_loss: 0.0311727 | Time: 2697.88 ms [2021-04-22 15:14:16 main:574] : INFO : Epoch 1768 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 2700.14 ms [2021-04-22 15:14:19 main:574] : INFO : Epoch 1769 | loss: 0.0311513 | val_loss: 0.0311784 | Time: 2699.55 ms [2021-04-22 15:14:21 main:574] : INFO : Epoch 1770 | loss: 0.0311516 | val_loss: 0.0311704 | Time: 2698.05 ms [2021-04-22 15:14:24 main:574] : INFO : Epoch 1771 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 2696.86 ms [2021-04-22 15:14:27 main:574] : INFO : Epoch 1772 | loss: 0.0311494 | val_loss: 0.0311703 | Time: 2699.39 ms [2021-04-22 15:14:29 main:574] : INFO : Epoch 1773 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 2699.84 ms [2021-04-22 15:14:32 main:574] : INFO : Epoch 1774 | loss: 0.0311549 | val_loss: 0.0311759 | Time: 2696.13 ms [2021-04-22 15:14:35 main:574] : INFO : Epoch 1775 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2699.74 ms [2021-04-22 15:14:38 main:574] : INFO : Epoch 1776 | loss: 0.0311592 | val_loss: 0.0311717 | Time: 2698.64 ms [2021-04-22 15:14:40 main:574] : INFO : Epoch 1777 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 2700.87 ms [2021-04-22 15:14:43 main:574] : INFO : Epoch 1778 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 2703.7 ms [2021-04-22 15:14:46 main:574] : INFO : Epoch 1779 | loss: 0.0311551 | val_loss: 0.0311724 | Time: 2706.87 ms [2021-04-22 15:14:49 main:574] : INFO : Epoch 1780 | loss: 0.0311546 | val_loss: 0.0311731 | Time: 2699.55 ms [2021-04-22 15:14:51 main:574] : INFO : Epoch 1781 | loss: 0.0311545 | val_loss: 0.0311711 | Time: 2702.53 ms [2021-04-22 15:14:54 main:574] : INFO : Epoch 1782 | loss: 0.0311544 | val_loss: 0.0311743 | Time: 2703.03 ms [2021-04-22 15:14:57 main:574] : INFO : Epoch 1783 | loss: 0.0311547 | val_loss: 0.031172 | Time: 2705.21 ms [2021-04-22 15:14:59 main:574] : INFO : Epoch 1784 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 2701.16 ms [2021-04-22 15:15:02 main:574] : INFO : Epoch 1785 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 2703.97 ms [2021-04-22 15:15:05 main:574] : INFO : Epoch 1786 | loss: 0.0311628 | val_loss: 0.031171 | Time: 2701.52 ms [2021-04-22 15:15:08 main:574] : INFO : Epoch 1787 | loss: 0.0311606 | val_loss: 0.0311733 | Time: 2696.85 ms [2021-04-22 15:15:10 main:574] : INFO : Epoch 1788 | loss: 0.0311604 | val_loss: 0.0311675 | Time: 2701.28 ms [2021-04-22 15:15:13 main:574] : INFO : Epoch 1789 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2717.65 ms [2021-04-22 15:15:16 main:574] : INFO : Epoch 1790 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 2701.25 ms [2021-04-22 15:15:19 main:574] : INFO : Epoch 1791 | loss: 0.0311588 | val_loss: 0.0311698 | Time: 2699.95 ms [2021-04-22 15:15:21 main:574] : INFO : Epoch 1792 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 2699.99 ms [2021-04-22 15:15:24 main:574] : INFO : Epoch 1793 | loss: 0.0311572 | val_loss: 0.0311684 | Time: 2700.25 ms [2021-04-22 15:15:27 main:574] : INFO : Epoch 1794 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 2695.6 ms [2021-04-22 15:15:29 main:574] : INFO : Epoch 1795 | loss: 0.0311579 | val_loss: 0.03117 | Time: 2701.55 ms [2021-04-22 15:15:32 main:574] : INFO : Epoch 1796 | loss: 0.031158 | val_loss: 0.0311701 | Time: 2699.74 ms [2021-04-22 15:15:35 main:574] : INFO : Epoch 1797 | loss: 0.0311607 | val_loss: 0.0311764 | Time: 2700.11 ms [2021-04-22 15:15:38 main:574] : INFO : Epoch 1798 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 2696.37 ms [2021-04-22 15:15:40 main:574] : INFO : Epoch 1799 | loss: 0.0311637 | val_loss: 0.0311746 | Time: 2702.89 ms [2021-04-22 15:15:43 main:574] : INFO : Epoch 1800 | loss: 0.0311667 | val_loss: 0.0311744 | Time: 2699.32 ms [2021-04-22 15:15:46 main:574] : INFO : Epoch 1801 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 2699.32 ms [2021-04-22 15:15:49 main:574] : INFO : Epoch 1802 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2699.64 ms [2021-04-22 15:15:51 main:574] : INFO : Epoch 1803 | loss: 0.0311622 | val_loss: 0.031171 | Time: 2700.26 ms [2021-04-22 15:15:54 main:574] : INFO : Epoch 1804 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 2700.47 ms [2021-04-22 15:15:57 main:574] : INFO : Epoch 1805 | loss: 0.0311607 | val_loss: 0.031171 | Time: 2697.65 ms [2021-04-22 15:15:59 main:574] : INFO : Epoch 1806 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 2703.35 ms [2021-04-22 15:16:02 main:574] : INFO : Epoch 1807 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2699.39 ms [2021-04-22 15:16:05 main:574] : INFO : Epoch 1808 | loss: 0.0311592 | val_loss: 0.0311732 | Time: 2698.9 ms [2021-04-22 15:16:08 main:574] : INFO : Epoch 1809 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 2700.1 ms [2021-04-22 15:16:10 main:574] : INFO : Epoch 1810 | loss: 0.0311585 | val_loss: 0.0311795 | Time: 2701.17 ms [2021-04-22 15:16:13 main:574] : INFO : Epoch 1811 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 2702.23 ms [2021-04-22 15:16:16 main:574] : INFO : Epoch 1812 | loss: 0.0311574 | val_loss: 0.031178 | Time: 2699.81 ms [2021-04-22 15:16:18 main:574] : INFO : Epoch 1813 | loss: 0.0311576 | val_loss: 0.0311772 | Time: 2715.66 ms [2021-04-22 15:16:21 main:574] : INFO : Epoch 1814 | loss: 0.0311616 | val_loss: 0.0311818 | Time: 2700.41 ms [2021-04-22 15:16:24 main:574] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.0311771 | Time: 2700 ms [2021-04-22 15:16:27 main:574] : INFO : Epoch 1816 | loss: 0.0311586 | val_loss: 0.0311759 | Time: 2701.43 ms [2021-04-22 15:16:29 main:574] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.0311766 | Time: 2697.95 ms [2021-04-22 15:16:32 main:574] : INFO : Epoch 1818 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 2699.52 ms [2021-04-22 15:16:35 main:574] : INFO : Epoch 1819 | loss: 0.031157 | val_loss: 0.0311747 | Time: 2698.14 ms [2021-04-22 15:16:37 main:574] : INFO : Epoch 1820 | loss: 0.0311564 | val_loss: 0.0311795 | Time: 2700.73 ms [2021-04-22 15:16:40 main:574] : INFO : Epoch 1821 | loss: 0.031156 | val_loss: 0.0311769 | Time: 2699.11 ms [2021-04-22 15:16:43 main:574] : INFO : Epoch 1822 | loss: 0.0311568 | val_loss: 0.0311778 | Time: 2697.79 ms [2021-04-22 15:16:46 main:574] : INFO : Epoch 1823 | loss: 0.0311571 | val_loss: 0.0311807 | Time: 2701.31 ms [2021-04-22 15:16:48 main:574] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311816 | Time: 2700.9 ms [2021-04-22 15:16:51 main:574] : INFO : Epoch 1825 | loss: 0.0311658 | val_loss: 0.031179 | Time: 2700.61 ms [2021-04-22 15:16:54 main:574] : INFO : Epoch 1826 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 2699.61 ms [2021-04-22 15:16:57 main:574] : INFO : Epoch 1827 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 2701.85 ms [2021-04-22 15:16:59 main:574] : INFO : Epoch 1828 | loss: 0.0311629 | val_loss: 0.0311791 | Time: 2702.16 ms [2021-04-22 15:17:02 main:574] : INFO : Epoch 1829 | loss: 0.0311605 | val_loss: 0.0311785 | Time: 2698.24 ms [2021-04-22 15:17:05 main:574] : INFO : Epoch 1830 | loss: 0.0311591 | val_loss: 0.0311765 | Time: 2697.52 ms [2021-04-22 15:17:07 main:574] : INFO : Epoch 1831 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2699.54 ms [2021-04-22 15:17:10 main:574] : INFO : Epoch 1832 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 2700.27 ms [2021-04-22 15:17:13 main:574] : INFO : Epoch 1833 | loss: 0.0311583 | val_loss: 0.0311732 | Time: 2695.92 ms [2021-04-22 15:17:16 main:574] : INFO : Epoch 1834 | loss: 0.0311578 | val_loss: 0.0311706 | Time: 2699.47 ms [2021-04-22 15:17:18 main:574] : INFO : Epoch 1835 | loss: 0.0311578 | val_loss: 0.0311745 | Time: 2699.17 ms [2021-04-22 15:17:21 main:574] : INFO : Epoch 1836 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 2700.9 ms [2021-04-22 15:17:24 main:574] : INFO : Epoch 1837 | loss: 0.0311596 | val_loss: 0.0311728 | Time: 2697.94 ms [2021-04-22 15:17:26 main:574] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 2699.97 ms [2021-04-22 15:17:29 main:574] : INFO : Epoch 1839 | loss: 0.0311586 | val_loss: 0.0311725 | Time: 2700.29 ms [2021-04-22 15:17:32 main:574] : INFO : Epoch 1840 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 2696.74 ms [2021-04-22 15:17:35 main:574] : INFO : Epoch 1841 | loss: 0.0311575 | val_loss: 0.0311767 | Time: 2699.63 ms [2021-04-22 15:17:37 main:574] : INFO : Epoch 1842 | loss: 0.0311565 | val_loss: 0.0311754 | Time: 2697.49 ms [2021-04-22 15:17:40 main:574] : INFO : Epoch 1843 | loss: 0.031157 | val_loss: 0.0311793 | Time: 2697.52 ms [2021-04-22 15:17:43 main:574] : INFO : Epoch 1844 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 2698.72 ms [2021-04-22 15:17:45 main:574] : INFO : Epoch 1845 | loss: 0.0311576 | val_loss: 0.031175 | Time: 2699.64 ms [2021-04-22 15:17:48 main:574] : INFO : Epoch 1846 | loss: 0.0311565 | val_loss: 0.0311741 | Time: 2697.36 ms [2021-04-22 15:17:51 main:574] : INFO : Epoch 1847 | loss: 0.0311567 | val_loss: 0.0311708 | Time: 2714.87 ms [2021-04-22 15:17:54 main:574] : INFO : Epoch 1848 | loss: 0.0311597 | val_loss: 0.0311723 | Time: 2699.51 ms [2021-04-22 15:17:56 main:574] : INFO : Epoch 1849 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2700.03 ms [2021-04-22 15:17:59 main:574] : INFO : Epoch 1850 | loss: 0.031158 | val_loss: 0.0311719 | Time: 2698.4 ms [2021-04-22 15:18:02 main:574] : INFO : Epoch 1851 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 2701.05 ms [2021-04-22 15:18:05 main:574] : INFO : Epoch 1852 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 2700.91 ms [2021-04-22 15:18:07 main:574] : INFO : Epoch 1853 | loss: 0.0311621 | val_loss: 0.0311734 | Time: 2696.15 ms [2021-04-22 15:18:10 main:574] : INFO : Epoch 1854 | loss: 0.0311645 | val_loss: 0.031176 | Time: 2701.88 ms [2021-04-22 15:18:13 main:574] : INFO : Epoch 1855 | loss: 0.031165 | val_loss: 0.0311743 | Time: 2700.24 ms [2021-04-22 15:18:16 main:574] : INFO : Epoch 1856 | loss: 0.0311603 | val_loss: 0.0311726 | Time: 2700.36 ms [2021-04-22 15:18:18 main:574] : INFO : Epoch 1857 | loss: 0.0311587 | val_loss: 0.0311797 | Time: 2697.42 ms [2021-04-22 15:18:21 main:574] : INFO : Epoch 1858 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 2701.46 ms [2021-04-22 15:18:24 main:574] : INFO : Epoch 1859 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 2700.7 ms [2021-04-22 15:18:26 main:574] : INFO : Epoch 1860 | loss: 0.0311616 | val_loss: 0.0311771 | Time: 2697.19 ms [2021-04-22 15:18:29 main:574] : INFO : Epoch 1861 | loss: 0.0311618 | val_loss: 0.0311711 | Time: 2699.24 ms [2021-04-22 15:18:32 main:574] : INFO : Epoch 1862 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2697.27 ms [2021-04-22 15:18:35 main:574] : INFO : Epoch 1863 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 2699.34 ms [2021-04-22 15:18:37 main:574] : INFO : Epoch 1864 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 2697.72 ms [2021-04-22 15:18:40 main:574] : INFO : Epoch 1865 | loss: 0.0311608 | val_loss: 0.031169 | Time: 2700.47 ms [2021-04-22 15:18:43 main:574] : INFO : Epoch 1866 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 2700.62 ms [2021-04-22 15:18:45 main:574] : INFO : Epoch 1867 | loss: 0.0311588 | val_loss: 0.0311711 | Time: 2698.16 ms [2021-04-22 15:18:48 main:574] : INFO : Epoch 1868 | loss: 0.0311589 | val_loss: 0.03117 | Time: 2713.27 ms [2021-04-22 15:18:51 main:574] : INFO : Epoch 1869 | loss: 0.0311591 | val_loss: 0.031173 | Time: 2697.7 ms [2021-04-22 15:18:54 main:574] : INFO : Epoch 1870 | loss: 0.0311633 | val_loss: 0.0311745 | Time: 2699.43 ms [2021-04-22 15:18:56 main:574] : INFO : Epoch 1871 | loss: 0.0311634 | val_loss: 0.031173 | Time: 2696.81 ms [2021-04-22 15:18:59 main:574] : INFO : Epoch 1872 | loss: 0.031161 | val_loss: 0.0311716 | Time: 2699.53 ms [2021-04-22 15:19:02 main:574] : INFO : Epoch 1873 | loss: 0.03116 | val_loss: 0.0311701 | Time: 2699.42 ms [2021-04-22 15:19:04 main:574] : INFO : Epoch 1874 | loss: 0.0311689 | val_loss: 0.031182 | Time: 2697.81 ms [2021-04-22 15:19:07 main:574] : INFO : Epoch 1875 | loss: 0.0311835 | val_loss: 0.0311902 | Time: 2697.47 ms [2021-04-22 15:19:10 main:574] : INFO : Epoch 1876 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 2699.44 ms [2021-04-22 15:19:13 main:574] : INFO : Epoch 1877 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 2698.39 ms [2021-04-22 15:19:15 main:574] : INFO : Epoch 1878 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2698.05 ms [2021-04-22 15:19:18 main:574] : INFO : Epoch 1879 | loss: 0.0311792 | val_loss: 0.031196 | Time: 2700.08 ms [2021-04-22 15:19:21 main:574] : INFO : Epoch 1880 | loss: 0.0312004 | val_loss: 0.0311964 | Time: 2697.16 ms [2021-04-22 15:19:23 main:574] : INFO : Epoch 1881 | loss: 0.0311975 | val_loss: 0.0311941 | Time: 2699.08 ms [2021-04-22 15:19:26 main:574] : INFO : Epoch 1882 | loss: 0.0311877 | val_loss: 0.031189 | Time: 2699.52 ms [2021-04-22 15:19:29 main:574] : INFO : Epoch 1883 | loss: 0.0311857 | val_loss: 0.0311944 | Time: 2700.25 ms [2021-04-22 15:19:32 main:574] : INFO : Epoch 1884 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 2701.93 ms [2021-04-22 15:19:34 main:574] : INFO : Epoch 1885 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 2699 ms [2021-04-22 15:19:37 main:574] : INFO : Epoch 1886 | loss: 0.0311779 | val_loss: 0.031186 | Time: 2701.05 ms [2021-04-22 15:19:40 main:574] : INFO : Epoch 1887 | loss: 0.0311775 | val_loss: 0.0311827 | Time: 2698.21 ms [2021-04-22 15:19:43 main:574] : INFO : Epoch 1888 | loss: 0.0311764 | val_loss: 0.0311847 | Time: 2699.1 ms [2021-04-22 15:19:45 main:574] : INFO : Epoch 1889 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 2707.46 ms [2021-04-22 15:19:48 main:574] : INFO : Epoch 1890 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 2696.71 ms [2021-04-22 15:19:51 main:574] : INFO : Epoch 1891 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 2698.07 ms [2021-04-22 15:19:54 main:574] : INFO : Epoch 1892 | loss: 0.0311768 | val_loss: 0.031181 | Time: 2696.32 ms [2021-04-22 15:19:56 main:574] : INFO : Epoch 1893 | loss: 0.0311744 | val_loss: 0.031179 | Time: 2700.32 ms [2021-04-22 15:19:59 main:574] : INFO : Epoch 1894 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2697.65 ms [2021-04-22 15:20:02 main:574] : INFO : Epoch 1895 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 2702.63 ms [2021-04-22 15:20:04 main:574] : INFO : Epoch 1896 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2701.01 ms [2021-04-22 15:20:07 main:574] : INFO : Epoch 1897 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 2701.78 ms [2021-04-22 15:20:10 main:574] : INFO : Epoch 1898 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 2703.14 ms [2021-04-22 15:20:13 main:574] : INFO : Epoch 1899 | loss: 0.0311736 | val_loss: 0.0311806 | Time: 2703.11 ms [2021-04-22 15:20:15 main:574] : INFO : Epoch 1900 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 2699.52 ms [2021-04-22 15:20:18 main:574] : INFO : Epoch 1901 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2701.3 ms [2021-04-22 15:20:21 main:574] : INFO : Epoch 1902 | loss: 0.0311728 | val_loss: 0.0311787 | Time: 2702.16 ms [2021-04-22 15:20:23 main:574] : INFO : Epoch 1903 | loss: 0.031174 | val_loss: 0.0311814 | Time: 2698.08 ms [2021-04-22 15:20:26 main:574] : INFO : Epoch 1904 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 2702.77 ms [2021-04-22 15:20:29 main:574] : INFO : Epoch 1905 | loss: 0.0311743 | val_loss: 0.031183 | Time: 2701.35 ms [2021-04-22 15:20:32 main:574] : INFO : Epoch 1906 | loss: 0.0311733 | val_loss: 0.0311785 | Time: 2698.33 ms [2021-04-22 15:20:34 main:574] : INFO : Epoch 1907 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 2700.14 ms [2021-04-22 15:20:37 main:574] : INFO : Epoch 1908 | loss: 0.0311709 | val_loss: 0.0311789 | Time: 2702.45 ms [2021-04-22 15:20:40 main:574] : INFO : Epoch 1909 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 2699.95 ms [2021-04-22 15:20:42 main:574] : INFO : Epoch 1910 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 2699.56 ms [2021-04-22 15:20:45 main:574] : INFO : Epoch 1911 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 2704.16 ms [2021-04-22 15:20:48 main:574] : INFO : Epoch 1912 | loss: 0.031176 | val_loss: 0.0311818 | Time: 2701.33 ms [2021-04-22 15:20:51 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311897 | Time: 2699.55 ms [2021-04-22 15:20:53 main:574] : INFO : Epoch 1914 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 2699.86 ms [2021-04-22 15:20:56 main:574] : INFO : Epoch 1915 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 2701.92 ms [2021-04-22 15:20:59 main:574] : INFO : Epoch 1916 | loss: 0.0311719 | val_loss: 0.0311807 | Time: 2699.6 ms [2021-04-22 15:21:02 main:574] : INFO : Epoch 1917 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2699.24 ms [2021-04-22 15:21:04 main:574] : INFO : Epoch 1918 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2702.6 ms [2021-04-22 15:21:07 main:574] : INFO : Epoch 1919 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 2700.5 ms [2021-04-22 15:21:10 main:574] : INFO : Epoch 1920 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 2700.1 ms [2021-04-22 15:21:12 main:574] : INFO : Epoch 1921 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 2699.29 ms [2021-04-22 15:21:15 main:574] : INFO : Epoch 1922 | loss: 0.031171 | val_loss: 0.0311806 | Time: 2702.55 ms [2021-04-22 15:21:18 main:574] : INFO : Epoch 1923 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 2701.13 ms [2021-04-22 15:21:21 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 2699.01 ms [2021-04-22 15:21:23 main:574] : INFO : Epoch 1925 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 2701.84 ms [2021-04-22 15:21:26 main:574] : INFO : Epoch 1926 | loss: 0.0311704 | val_loss: 0.0311835 | Time: 2700.03 ms [2021-04-22 15:21:29 main:574] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.0311804 | Time: 2700.1 ms [2021-04-22 15:21:31 main:574] : INFO : Epoch 1928 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 2700.54 ms [2021-04-22 15:21:34 main:574] : INFO : Epoch 1929 | loss: 0.0311712 | val_loss: 0.0311835 | Time: 2701.25 ms [2021-04-22 15:21:37 main:574] : INFO : Epoch 1930 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 2700.98 ms [2021-04-22 15:21:40 main:574] : INFO : Epoch 1931 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 2700.68 ms [2021-04-22 15:21:42 main:574] : INFO : Epoch 1932 | loss: 0.031169 | val_loss: 0.0311799 | Time: 2702.92 ms [2021-04-22 15:21:45 main:574] : INFO : Epoch 1933 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 2700.83 ms [2021-04-22 15:21:48 main:574] : INFO : Epoch 1934 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 2698.9 ms [2021-04-22 15:21:50 main:574] : INFO : Epoch 1935 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 2701.01 ms [2021-04-22 15:21:53 main:574] : INFO : Epoch 1936 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2702.37 ms [2021-04-22 15:21:56 main:574] : INFO : Epoch 1937 | loss: 0.0311708 | val_loss: 0.0311819 | Time: 2702.6 ms [2021-04-22 15:21:59 main:574] : INFO : Epoch 1938 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 2701.52 ms [2021-04-22 15:22:01 main:574] : INFO : Epoch 1939 | loss: 0.0311715 | val_loss: 0.0311795 | Time: 2704.59 ms [2021-04-22 15:22:04 main:574] : INFO : Epoch 1940 | loss: 0.0311689 | val_loss: 0.0311802 | Time: 2700.77 ms [2021-04-22 15:22:07 main:574] : INFO : Epoch 1941 | loss: 0.031168 | val_loss: 0.0311786 | Time: 2699.23 ms [2021-04-22 15:22:10 main:574] : INFO : Epoch 1942 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 2700.19 ms [2021-04-22 15:22:12 main:574] : INFO : Epoch 1943 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 2698.6 ms [2021-04-22 15:22:15 main:574] : INFO : Epoch 1944 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 2694.22 ms [2021-04-22 15:22:18 main:574] : INFO : Epoch 1945 | loss: 0.031172 | val_loss: 0.0311793 | Time: 2695.99 ms [2021-04-22 15:22:20 main:574] : INFO : Epoch 1946 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 2696.78 ms [2021-04-22 15:22:23 main:574] : INFO : Epoch 1947 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 2695.2 ms [2021-04-22 15:22:26 main:574] : INFO : Epoch 1948 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 2695.14 ms [2021-04-22 15:22:29 main:574] : INFO : Epoch 1949 | loss: 0.0311688 | val_loss: 0.031176 | Time: 2695.43 ms [2021-04-22 15:22:31 main:574] : INFO : Epoch 1950 | loss: 0.031167 | val_loss: 0.0311753 | Time: 2696.78 ms [2021-04-22 15:22:34 main:574] : INFO : Epoch 1951 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 2699.82 ms [2021-04-22 15:22:37 main:574] : INFO : Epoch 1952 | loss: 0.03117 | val_loss: 0.031177 | Time: 2701.27 ms [2021-04-22 15:22:39 main:574] : INFO : Epoch 1953 | loss: 0.0311726 | val_loss: 0.031176 | Time: 2698.79 ms [2021-04-22 15:22:42 main:574] : INFO : Epoch 1954 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2701.53 ms [2021-04-22 15:22:45 main:574] : INFO : Epoch 1955 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 2702.41 ms [2021-04-22 15:22:48 main:574] : INFO : Epoch 1956 | loss: 0.0311704 | val_loss: 0.0311817 | Time: 2698.72 ms [2021-04-22 15:22:50 main:574] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 2701.58 ms [2021-04-22 15:22:53 main:574] : INFO : Epoch 1958 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 2703.53 ms [2021-04-22 15:22:56 main:574] : INFO : Epoch 1959 | loss: 0.0311693 | val_loss: 0.0311747 | Time: 2701.36 ms [2021-04-22 15:22:58 main:574] : INFO : Epoch 1960 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 2701.21 ms [2021-04-22 15:23:01 main:574] : INFO : Epoch 1961 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2699.87 ms [2021-04-22 15:23:04 main:574] : INFO : Epoch 1962 | loss: 0.0311687 | val_loss: 0.0311754 | Time: 2704.07 ms [2021-04-22 15:23:07 main:574] : INFO : Epoch 1963 | loss: 0.0311674 | val_loss: 0.0311756 | Time: 2699.81 ms [2021-04-22 15:23:09 main:574] : INFO : Epoch 1964 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 2701.19 ms [2021-04-22 15:23:12 main:574] : INFO : Epoch 1965 | loss: 0.031168 | val_loss: 0.0311755 | Time: 2705.3 ms [2021-04-22 15:23:15 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2700.99 ms [2021-04-22 15:23:18 main:574] : INFO : Epoch 1967 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2699.21 ms [2021-04-22 15:23:20 main:574] : INFO : Epoch 1968 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 2700.75 ms [2021-04-22 15:23:23 main:574] : INFO : Epoch 1969 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 2702.96 ms [2021-04-22 15:23:26 main:574] : INFO : Epoch 1970 | loss: 0.0311665 | val_loss: 0.0311759 | Time: 2702.67 ms [2021-04-22 15:23:28 main:574] : INFO : Epoch 1971 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2701.96 ms [2021-04-22 15:23:31 main:574] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 2702.75 ms [2021-04-22 15:23:34 main:574] : INFO : Epoch 1973 | loss: 0.0311666 | val_loss: 0.0311784 | Time: 2702.02 ms [2021-04-22 15:23:37 main:574] : INFO : Epoch 1974 | loss: 0.0311668 | val_loss: 0.0311781 | Time: 2697.89 ms [2021-04-22 15:23:39 main:574] : INFO : Epoch 1975 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 2699.76 ms [2021-04-22 15:23:42 main:574] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311754 | Time: 2703.97 ms [2021-04-22 15:23:45 main:574] : INFO : Epoch 1977 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2700.15 ms [2021-04-22 15:23:47 main:574] : INFO : Epoch 1978 | loss: 0.0311654 | val_loss: 0.0311752 | Time: 2701.32 ms [2021-04-22 15:23:50 main:574] : INFO : Epoch 1979 | loss: 0.0311656 | val_loss: 0.0311761 | Time: 2703.87 ms [2021-04-22 15:23:53 main:574] : INFO : Epoch 1980 | loss: 0.0311661 | val_loss: 0.0311738 | Time: 2702.24 ms [2021-04-22 15:23:56 main:574] : INFO : Epoch 1981 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 2698.88 ms [2021-04-22 15:23:58 main:574] : INFO : Epoch 1982 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 2703.23 ms [2021-04-22 15:24:01 main:574] : INFO : Epoch 1983 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 2701.6 ms [2021-04-22 15:24:04 main:574] : INFO : Epoch 1984 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 2696.99 ms [2021-04-22 15:24:06 main:574] : INFO : Epoch 1985 | loss: 0.0311641 | val_loss: 0.031174 | Time: 2696.75 ms [2021-04-22 15:24:09 main:574] : INFO : Epoch 1986 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 2699.82 ms [2021-04-22 15:24:12 main:574] : INFO : Epoch 1987 | loss: 0.0311649 | val_loss: 0.0311757 | Time: 2694.68 ms [2021-04-22 15:24:15 main:574] : INFO : Epoch 1988 | loss: 0.0311654 | val_loss: 0.0311747 | Time: 2695.97 ms [2021-04-22 15:24:17 main:574] : INFO : Epoch 1989 | loss: 0.0311647 | val_loss: 0.031175 | Time: 2697.21 ms [2021-04-22 15:24:20 main:574] : INFO : Epoch 1990 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 2696.71 ms [2021-04-22 15:24:23 main:574] : INFO : Epoch 1991 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 2694.91 ms [2021-04-22 15:24:26 main:574] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311763 | Time: 2694.96 ms [2021-04-22 15:24:28 main:574] : INFO : Epoch 1993 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 2698.86 ms [2021-04-22 15:24:31 main:574] : INFO : Epoch 1994 | loss: 0.0311612 | val_loss: 0.0311745 | Time: 2695.7 ms [2021-04-22 15:24:34 main:574] : INFO : Epoch 1995 | loss: 0.0311619 | val_loss: 0.0311773 | Time: 2695.04 ms [2021-04-22 15:24:36 main:574] : INFO : Epoch 1996 | loss: 0.031163 | val_loss: 0.0311785 | Time: 2695.59 ms [2021-04-22 15:24:39 main:574] : INFO : Epoch 1997 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 2696.56 ms [2021-04-22 15:24:42 main:574] : INFO : Epoch 1998 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 2695.31 ms [2021-04-22 15:24:45 main:574] : INFO : Epoch 1999 | loss: 0.0311624 | val_loss: 0.0311763 | Time: 2694.75 ms [2021-04-22 15:24:47 main:574] : INFO : Epoch 2000 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 2697.9 ms [2021-04-22 15:24:50 main:574] : INFO : Epoch 2001 | loss: 0.0311641 | val_loss: 0.031176 | Time: 2696.1 ms [2021-04-22 15:24:53 main:574] : INFO : Epoch 2002 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 2695.05 ms [2021-04-22 15:24:55 main:574] : INFO : Epoch 2003 | loss: 0.0311653 | val_loss: 0.0311762 | Time: 2697.77 ms [2021-04-22 15:24:58 main:574] : INFO : Epoch 2004 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2695.61 ms [2021-04-22 15:25:01 main:574] : INFO : Epoch 2005 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2695.57 ms [2021-04-22 15:25:04 main:574] : INFO : Epoch 2006 | loss: 0.0311622 | val_loss: 0.0311771 | Time: 2696.63 ms [2021-04-22 15:25:06 main:574] : INFO : Epoch 2007 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 2699.16 ms [2021-04-22 15:25:09 main:574] : INFO : Epoch 2008 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 2694.08 ms [2021-04-22 15:25:12 main:574] : INFO : Epoch 2009 | loss: 0.031162 | val_loss: 0.0311753 | Time: 2696.25 ms [2021-04-22 15:25:14 main:574] : INFO : Epoch 2010 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2694.76 ms [2021-04-22 15:25:17 main:574] : INFO : Epoch 2011 | loss: 0.0311646 | val_loss: 0.0311779 | Time: 2696.36 ms [2021-04-22 15:25:20 main:574] : INFO : Epoch 2012 | loss: 0.031164 | val_loss: 0.0311732 | Time: 2695.88 ms [2021-04-22 15:25:23 main:574] : INFO : Epoch 2013 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 2697.59 ms [2021-04-22 15:25:25 main:574] : INFO : Epoch 2014 | loss: 0.031163 | val_loss: 0.0311777 | Time: 2697.93 ms [2021-04-22 15:25:28 main:574] : INFO : Epoch 2015 | loss: 0.0311645 | val_loss: 0.0311749 | Time: 2696.7 ms [2021-04-22 15:25:31 main:574] : INFO : Epoch 2016 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2695.33 ms [2021-04-22 15:25:33 main:574] : INFO : Epoch 2017 | loss: 0.031165 | val_loss: 0.0311764 | Time: 2696 ms [2021-04-22 15:25:36 main:574] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311739 | Time: 2696.86 ms [2021-04-22 15:25:39 main:574] : INFO : Epoch 2019 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 2697.46 ms [2021-04-22 15:25:42 main:574] : INFO : Epoch 2020 | loss: 0.0311641 | val_loss: 0.0311762 | Time: 2709.26 ms [2021-04-22 15:25:44 main:574] : INFO : Epoch 2021 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 2697.35 ms [2021-04-22 15:25:47 main:574] : INFO : Epoch 2022 | loss: 0.031164 | val_loss: 0.0311761 | Time: 2696.18 ms [2021-04-22 15:25:50 main:574] : INFO : Epoch 2023 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 2695.71 ms [2021-04-22 15:25:52 main:574] : INFO : Epoch 2024 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2695.51 ms [2021-04-22 15:25:55 main:574] : INFO : Epoch 2025 | loss: 0.031163 | val_loss: 0.0311765 | Time: 2695.4 ms [2021-04-22 15:25:58 main:574] : INFO : Epoch 2026 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 2696.37 ms [2021-04-22 15:26:01 main:574] : INFO : Epoch 2027 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 2699.48 ms [2021-04-22 15:26:03 main:574] : INFO : Epoch 2028 | loss: 0.0311635 | val_loss: 0.0311789 | Time: 2695.54 ms [2021-04-22 15:26:06 main:574] : INFO : Epoch 2029 | loss: 0.031164 | val_loss: 0.0311786 | Time: 2695.25 ms [2021-04-22 15:26:09 main:574] : INFO : Epoch 2030 | loss: 0.0311627 | val_loss: 0.0311784 | Time: 2694.92 ms [2021-04-22 15:26:11 main:574] : INFO : Epoch 2031 | loss: 0.0311622 | val_loss: 0.0311756 | Time: 2697.64 ms [2021-04-22 15:26:14 main:574] : INFO : Epoch 2032 | loss: 0.0311624 | val_loss: 0.0311807 | Time: 2697.66 ms [2021-04-22 15:26:17 main:574] : INFO : Epoch 2033 | loss: 0.0311645 | val_loss: 0.0311792 | Time: 2695.9 ms [2021-04-22 15:26:20 main:574] : INFO : Epoch 2034 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 2698.49 ms [2021-04-22 15:26:22 main:574] : INFO : Epoch 2035 | loss: 0.0311619 | val_loss: 0.0311775 | Time: 2697.34 ms [2021-04-22 15:26:25 main:574] : INFO : Epoch 2036 | loss: 0.031163 | val_loss: 0.0311783 | Time: 2694.87 ms [2021-04-22 15:26:28 main:574] : INFO : Epoch 2037 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 2698.97 ms [2021-04-22 15:26:30 main:574] : INFO : Epoch 2038 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 2695.83 ms [2021-04-22 15:26:33 main:574] : INFO : Epoch 2039 | loss: 0.0311692 | val_loss: 0.0311838 | Time: 2695.74 ms [2021-04-22 15:26:36 main:574] : INFO : Epoch 2040 | loss: 0.0319662 | val_loss: 0.038414 | Time: 2697.16 ms [2021-04-22 15:26:39 main:574] : INFO : Epoch 2041 | loss: 0.0325432 | val_loss: 0.0313923 | Time: 2699.91 ms [2021-04-22 15:26:41 main:574] : INFO : Epoch 2042 | loss: 0.0313091 | val_loss: 0.031214 | Time: 2695.73 ms [2021-04-22 15:26:44 main:574] : INFO : Epoch 2043 | loss: 0.031188 | val_loss: 0.031186 | Time: 2695.84 ms [2021-04-22 15:26:47 main:574] : INFO : Epoch 2044 | loss: 0.0311731 | val_loss: 0.0311813 | Time: 2696.52 ms [2021-04-22 15:26:49 main:574] : INFO : Epoch 2045 | loss: 0.0311725 | val_loss: 0.0311774 | Time: 2694.43 ms [2021-04-22 15:26:52 main:574] : INFO : Epoch 2046 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 2697.11 ms [2021-04-22 15:26:55 main:574] : INFO : Epoch 2047 | loss: 0.0311704 | val_loss: 0.0311807 | Time: 2699.21 ms [2021-04-22 15:26:58 main:574] : INFO : Epoch 2048 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 2697.84 ms [2021-04-22 15:26:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311782 [2021-04-22 15:26:58 main:603] : INFO : Saving end state to config to file [2021-04-22 15:26:58 main:608] : INFO : Success, exiting.. 15:26:58 (7428): 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)