Task 5223290
| Name | ParityMachine-1619584659-12014-3_0 |
| Workunit | 3142631 |
| Created | 23 May 2021, 16:39:05 UTC |
| Sent | 28 May 2021, 12:37:35 UTC |
| Report deadline | 4 Jun 2021, 12:37:35 UTC |
| Received | 28 May 2021, 19:46:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 6 min 31 sec |
| CPU time | 5 hours 41 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> e: 10892.4 ms [2021-05-28 19:14:19 main:574] : INFO : Epoch 1542 | loss: 0.0311853 | val_loss: 0.0311875 | Time: 11117.8 ms [2021-05-28 19:14:30 main:574] : INFO : Epoch 1543 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 10761.2 ms [2021-05-28 19:14:40 main:574] : INFO : Epoch 1544 | loss: 0.0311855 | val_loss: 0.0311862 | Time: 10553.6 ms [2021-05-28 19:14:51 main:574] : INFO : Epoch 1545 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 10565 ms [2021-05-28 19:15:02 main:574] : INFO : Epoch 1546 | loss: 0.0311856 | val_loss: 0.0311858 | Time: 11291.5 ms [2021-05-28 19:15:13 main:574] : INFO : Epoch 1547 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 10740.9 ms [2021-05-28 19:15:23 main:574] : INFO : Epoch 1548 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 10305.1 ms [2021-05-28 19:15:34 main:574] : INFO : Epoch 1549 | loss: 0.0311836 | val_loss: 0.031186 | Time: 10779.6 ms [2021-05-28 19:15:44 main:574] : INFO : Epoch 1550 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 10437.2 ms [2021-05-28 19:15:55 main:574] : INFO : Epoch 1551 | loss: 0.0311837 | val_loss: 0.0311849 | Time: 10910.6 ms [2021-05-28 19:16:06 main:574] : INFO : Epoch 1552 | loss: 0.0311838 | val_loss: 0.0311848 | Time: 10339.8 ms [2021-05-28 19:16:17 main:574] : INFO : Epoch 1553 | loss: 0.0311836 | val_loss: 0.0311857 | Time: 10771.3 ms [2021-05-28 19:16:27 main:574] : INFO : Epoch 1554 | loss: 0.0311852 | val_loss: 0.031187 | Time: 10162.9 ms [2021-05-28 19:16:38 main:574] : INFO : Epoch 1555 | loss: 0.031185 | val_loss: 0.0311855 | Time: 10660 ms [2021-05-28 19:16:48 main:574] : INFO : Epoch 1556 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 10666.9 ms [2021-05-28 19:16:58 main:574] : INFO : Epoch 1557 | loss: 0.0311834 | val_loss: 0.0311861 | Time: 10077.5 ms [2021-05-28 19:17:09 main:574] : INFO : Epoch 1558 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 10413.6 ms [2021-05-28 19:17:20 main:574] : INFO : Epoch 1559 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 11325.1 ms [2021-05-28 19:17:31 main:574] : INFO : Epoch 1560 | loss: 0.0311838 | val_loss: 0.0311857 | Time: 11066.5 ms [2021-05-28 19:17:42 main:574] : INFO : Epoch 1561 | loss: 0.0311835 | val_loss: 0.0311843 | Time: 10745 ms [2021-05-28 19:17:53 main:574] : INFO : Epoch 1562 | loss: 0.0311832 | val_loss: 0.0311846 | Time: 10585.8 ms [2021-05-28 19:18:04 main:574] : INFO : Epoch 1563 | loss: 0.0311829 | val_loss: 0.0311841 | Time: 10902.7 ms [2021-05-28 19:18:15 main:574] : INFO : Epoch 1564 | loss: 0.0311826 | val_loss: 0.031184 | Time: 11463.5 ms [2021-05-28 19:18:26 main:574] : INFO : Epoch 1565 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 10906.9 ms [2021-05-28 19:18:37 main:574] : INFO : Epoch 1566 | loss: 0.0311832 | val_loss: 0.031186 | Time: 10930 ms [2021-05-28 19:18:48 main:574] : INFO : Epoch 1567 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 10796.8 ms [2021-05-28 19:18:59 main:574] : INFO : Epoch 1568 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 10413.6 ms [2021-05-28 19:19:09 main:574] : INFO : Epoch 1569 | loss: 0.0311826 | val_loss: 0.031184 | Time: 10409.2 ms [2021-05-28 19:19:20 main:574] : INFO : Epoch 1570 | loss: 0.0311826 | val_loss: 0.0311834 | Time: 11379.3 ms [2021-05-28 19:19:32 main:574] : INFO : Epoch 1571 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 11258.9 ms [2021-05-28 19:19:43 main:574] : INFO : Epoch 1572 | loss: 0.0311829 | val_loss: 0.0311838 | Time: 11013.9 ms [2021-05-28 19:19:53 main:574] : INFO : Epoch 1573 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 10300.9 ms [2021-05-28 19:20:04 main:574] : INFO : Epoch 1574 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 11002.4 ms [2021-05-28 19:20:15 main:574] : INFO : Epoch 1575 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 11300.6 ms [2021-05-28 19:20:27 main:574] : INFO : Epoch 1576 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 11148.8 ms [2021-05-28 19:20:37 main:574] : INFO : Epoch 1577 | loss: 0.031181 | val_loss: 0.0311821 | Time: 10440.3 ms [2021-05-28 19:20:48 main:574] : INFO : Epoch 1578 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 10764.6 ms [2021-05-28 19:20:58 main:574] : INFO : Epoch 1579 | loss: 0.0311828 | val_loss: 0.031187 | Time: 10508.4 ms [2021-05-28 19:21:09 main:574] : INFO : Epoch 1580 | loss: 0.0311823 | val_loss: 0.0311821 | Time: 10450.3 ms [2021-05-28 19:21:20 main:574] : INFO : Epoch 1581 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 11048.4 ms [2021-05-28 19:21:31 main:574] : INFO : Epoch 1582 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 10424.3 ms [2021-05-28 19:21:42 main:574] : INFO : Epoch 1583 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 11151.1 ms [2021-05-28 19:21:52 main:574] : INFO : Epoch 1584 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 9926.5 ms [2021-05-28 19:22:03 main:574] : INFO : Epoch 1585 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 10727.4 ms [2021-05-28 19:22:14 main:574] : INFO : Epoch 1586 | loss: 0.031186 | val_loss: 0.0311813 | Time: 11251.2 ms [2021-05-28 19:22:25 main:574] : INFO : Epoch 1587 | loss: 0.0311819 | val_loss: 0.031182 | Time: 11407.2 ms [2021-05-28 19:22:36 main:574] : INFO : Epoch 1588 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 10502.6 ms [2021-05-28 19:22:47 main:574] : INFO : Epoch 1589 | loss: 0.031178 | val_loss: 0.031179 | Time: 10964.1 ms [2021-05-28 19:22:57 main:574] : INFO : Epoch 1590 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 10525.1 ms [2021-05-28 19:23:08 main:574] : INFO : Epoch 1591 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 10224 ms [2021-05-28 19:23:19 main:574] : INFO : Epoch 1592 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 11085.9 ms [2021-05-28 19:23:29 main:574] : INFO : Epoch 1593 | loss: 0.031176 | val_loss: 0.0311791 | Time: 10298.9 ms [2021-05-28 19:23:39 main:574] : INFO : Epoch 1594 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 10252.5 ms [2021-05-28 19:23:50 main:574] : INFO : Epoch 1595 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 10276.5 ms [2021-05-28 19:24:01 main:574] : INFO : Epoch 1596 | loss: 0.031177 | val_loss: 0.0311799 | Time: 10923.4 ms [2021-05-28 19:24:12 main:574] : INFO : Epoch 1597 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 11283.4 ms [2021-05-28 19:24:23 main:574] : INFO : Epoch 1598 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 11285.1 ms [2021-05-28 19:24:35 main:574] : INFO : Epoch 1599 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 11165.1 ms [2021-05-28 19:24:46 main:574] : INFO : Epoch 1600 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 10910 ms [2021-05-28 19:24:57 main:574] : INFO : Epoch 1601 | loss: 0.0311791 | val_loss: 0.031181 | Time: 10836.3 ms [2021-05-28 19:25:07 main:574] : INFO : Epoch 1602 | loss: 0.0311804 | val_loss: 0.0311781 | Time: 10036.2 ms [2021-05-28 19:25:17 main:574] : INFO : Epoch 1603 | loss: 0.0311774 | val_loss: 0.0311809 | Time: 10498.6 ms [2021-05-28 19:25:28 main:574] : INFO : Epoch 1604 | loss: 0.031177 | val_loss: 0.0311795 | Time: 11005.2 ms [2021-05-28 19:25:39 main:574] : INFO : Epoch 1605 | loss: 0.0311759 | val_loss: 0.031178 | Time: 10652.3 ms [2021-05-28 19:25:49 main:574] : INFO : Epoch 1606 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 9896.38 ms [2021-05-28 19:25:59 main:574] : INFO : Epoch 1607 | loss: 0.031176 | val_loss: 0.0311779 | Time: 10372.5 ms [2021-05-28 19:26:10 main:574] : INFO : Epoch 1608 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 10232.1 ms [2021-05-28 19:26:20 main:574] : INFO : Epoch 1609 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 10713.6 ms [2021-05-28 19:26:31 main:574] : INFO : Epoch 1610 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 10991.2 ms [2021-05-28 19:26:42 main:574] : INFO : Epoch 1611 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 10740.7 ms [2021-05-28 19:26:53 main:574] : INFO : Epoch 1612 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 11174 ms [2021-05-28 19:27:04 main:574] : INFO : Epoch 1613 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 11080.2 ms [2021-05-28 19:27:16 main:574] : INFO : Epoch 1614 | loss: 0.0311769 | val_loss: 0.0311875 | Time: 11285.6 ms [2021-05-28 19:27:27 main:574] : INFO : Epoch 1615 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 10760.7 ms [2021-05-28 19:27:37 main:574] : INFO : Epoch 1616 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 10478.3 ms [2021-05-28 19:27:49 main:574] : INFO : Epoch 1617 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 11351.8 ms [2021-05-28 19:28:00 main:574] : INFO : Epoch 1618 | loss: 0.0311751 | val_loss: 0.0311783 | Time: 11102 ms [2021-05-28 19:28:11 main:574] : INFO : Epoch 1619 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 10982.2 ms [2021-05-28 19:28:21 main:574] : INFO : Epoch 1620 | loss: 0.0311752 | val_loss: 0.0311768 | Time: 10686.3 ms [2021-05-28 19:28:33 main:574] : INFO : Epoch 1621 | loss: 0.0311745 | val_loss: 0.0311775 | Time: 11128.3 ms [2021-05-28 19:28:44 main:574] : INFO : Epoch 1622 | loss: 0.0311742 | val_loss: 0.0311767 | Time: 11029.4 ms [2021-05-28 19:28:55 main:574] : INFO : Epoch 1623 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 10800.1 ms [2021-05-28 19:29:05 main:574] : INFO : Epoch 1624 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 10748.8 ms [2021-05-28 19:29:16 main:574] : INFO : Epoch 1625 | loss: 0.031182 | val_loss: 0.0311835 | Time: 10512.9 ms [2021-05-28 19:29:26 main:574] : INFO : Epoch 1626 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 10471.3 ms [2021-05-28 19:29:37 main:574] : INFO : Epoch 1627 | loss: 0.0311798 | val_loss: 0.0311819 | Time: 10594.8 ms [2021-05-28 19:29:48 main:574] : INFO : Epoch 1628 | loss: 0.0311794 | val_loss: 0.0311832 | Time: 10849.9 ms [2021-05-28 19:29:59 main:574] : INFO : Epoch 1629 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 10740.3 ms [2021-05-28 19:30:10 main:574] : INFO : Epoch 1630 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 11508.9 ms [2021-05-28 19:30:21 main:574] : INFO : Epoch 1631 | loss: 0.0311777 | val_loss: 0.03118 | Time: 10769.6 ms [2021-05-28 19:30:32 main:574] : INFO : Epoch 1632 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 10636.6 ms [2021-05-28 19:30:43 main:574] : INFO : Epoch 1633 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 10877.1 ms [2021-05-28 19:30:54 main:574] : INFO : Epoch 1634 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 11403 ms [2021-05-28 19:31:04 main:574] : INFO : Epoch 1635 | loss: 0.031177 | val_loss: 0.0311809 | Time: 10093.5 ms [2021-05-28 19:31:14 main:574] : INFO : Epoch 1636 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 9733.34 ms [2021-05-28 19:31:25 main:574] : INFO : Epoch 1637 | loss: 0.0311768 | val_loss: 0.03118 | Time: 10790.1 ms [2021-05-28 19:31:36 main:574] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311776 | Time: 10684.8 ms [2021-05-28 19:31:47 main:574] : INFO : Epoch 1639 | loss: 0.0311749 | val_loss: 0.0311773 | Time: 10799 ms [2021-05-28 19:31:57 main:574] : INFO : Epoch 1640 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 10340.2 ms [2021-05-28 19:32:08 main:574] : INFO : Epoch 1641 | loss: 0.0311747 | val_loss: 0.0311826 | Time: 10586.8 ms [2021-05-28 19:32:18 main:574] : INFO : Epoch 1642 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 10630.1 ms [2021-05-28 19:32:29 main:574] : INFO : Epoch 1643 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 10507.4 ms [2021-05-28 19:32:40 main:574] : INFO : Epoch 1644 | loss: 0.0311755 | val_loss: 0.0311795 | Time: 10752.1 ms [2021-05-28 19:32:50 main:574] : INFO : Epoch 1645 | loss: 0.0311763 | val_loss: 0.0311778 | Time: 10638.8 ms [2021-05-28 19:33:01 main:574] : INFO : Epoch 1646 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 10221.3 ms [2021-05-28 19:33:11 main:574] : INFO : Epoch 1647 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 10230.4 ms [2021-05-28 19:33:22 main:574] : INFO : Epoch 1648 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 11091.9 ms [2021-05-28 19:33:33 main:574] : INFO : Epoch 1649 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 10762.2 ms [2021-05-28 19:33:44 main:574] : INFO : Epoch 1650 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 11452.1 ms [2021-05-28 19:33:55 main:574] : INFO : Epoch 1651 | loss: 0.0311749 | val_loss: 0.031176 | Time: 10876.6 ms [2021-05-28 19:34:06 main:574] : INFO : Epoch 1652 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 10852 ms [2021-05-28 19:34:17 main:574] : INFO : Epoch 1653 | loss: 0.0311754 | val_loss: 0.0311859 | Time: 10929.2 ms [2021-05-28 19:34:27 main:574] : INFO : Epoch 1654 | loss: 0.0311752 | val_loss: 0.0311793 | Time: 10053.4 ms [2021-05-28 19:34:38 main:574] : INFO : Epoch 1655 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 11155.1 ms [2021-05-28 19:34:49 main:574] : INFO : Epoch 1656 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 10675.2 ms [2021-05-28 19:35:00 main:574] : INFO : Epoch 1657 | loss: 0.0311755 | val_loss: 0.0311786 | Time: 10338.2 ms [2021-05-28 19:35:10 main:574] : INFO : Epoch 1658 | loss: 0.0311744 | val_loss: 0.031176 | Time: 10769.8 ms [2021-05-28 19:35:21 main:574] : INFO : Epoch 1659 | loss: 0.0311735 | val_loss: 0.0311759 | Time: 10471.6 ms [2021-05-28 19:35:31 main:574] : INFO : Epoch 1660 | loss: 0.0311737 | val_loss: 0.0311759 | Time: 9878.03 ms [2021-05-28 19:35:42 main:574] : INFO : Epoch 1661 | loss: 0.0311729 | val_loss: 0.031176 | Time: 11204.5 ms [2021-05-28 19:35:53 main:574] : INFO : Epoch 1662 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 10768.4 ms [2021-05-28 19:36:04 main:574] : INFO : Epoch 1663 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 10805 ms [2021-05-28 19:36:15 main:574] : INFO : Epoch 1664 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 10924.6 ms [2021-05-28 19:36:25 main:574] : INFO : Epoch 1665 | loss: 0.0311739 | val_loss: 0.031177 | Time: 10509.9 ms [2021-05-28 19:36:36 main:574] : INFO : Epoch 1666 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 10745.5 ms [2021-05-28 19:36:48 main:574] : INFO : Epoch 1667 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 11382.7 ms [2021-05-28 19:36:58 main:574] : INFO : Epoch 1668 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 10547.7 ms [2021-05-28 19:37:09 main:574] : INFO : Epoch 1669 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 10764.2 ms [2021-05-28 19:37:20 main:574] : INFO : Epoch 1670 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 10828.6 ms [2021-05-28 19:37:31 main:574] : INFO : Epoch 1671 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 10727.8 ms [2021-05-28 19:37:41 main:574] : INFO : Epoch 1672 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 9964.9 ms [2021-05-28 19:37:51 main:574] : INFO : Epoch 1673 | loss: 0.031176 | val_loss: 0.031179 | Time: 10630.3 ms [2021-05-28 19:38:02 main:574] : INFO : Epoch 1674 | loss: 0.0311733 | val_loss: 0.0311787 | Time: 10757.8 ms [2021-05-28 19:38:14 main:574] : INFO : Epoch 1675 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 11481.1 ms [2021-05-28 19:38:25 main:574] : INFO : Epoch 1676 | loss: 0.0311726 | val_loss: 0.031176 | Time: 11057.1 ms [2021-05-28 19:38:36 main:574] : INFO : Epoch 1677 | loss: 0.0311725 | val_loss: 0.031177 | Time: 10970.6 ms [2021-05-28 19:38:46 main:574] : INFO : Epoch 1678 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 10378.3 ms [2021-05-28 19:38:57 main:574] : INFO : Epoch 1679 | loss: 0.031174 | val_loss: 0.0311815 | Time: 10547.4 ms [2021-05-28 19:39:07 main:574] : INFO : Epoch 1680 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 10467.5 ms [2021-05-28 19:39:18 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.0311764 | Time: 10957.9 ms [2021-05-28 19:39:30 main:574] : INFO : Epoch 1682 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 11496.2 ms [2021-05-28 19:39:41 main:574] : INFO : Epoch 1683 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 10439.6 ms [2021-05-28 19:39:52 main:574] : INFO : Epoch 1684 | loss: 0.0311752 | val_loss: 0.0311824 | Time: 11274.4 ms [2021-05-28 19:40:03 main:574] : INFO : Epoch 1685 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 10745.1 ms [2021-05-28 19:40:13 main:574] : INFO : Epoch 1686 | loss: 0.0311723 | val_loss: 0.0311757 | Time: 10687.1 ms [2021-05-28 19:40:25 main:574] : INFO : Epoch 1687 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 11136.3 ms [2021-05-28 19:40:36 main:574] : INFO : Epoch 1688 | loss: 0.031173 | val_loss: 0.0311771 | Time: 11210.4 ms [2021-05-28 19:40:47 main:574] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311782 | Time: 10969.4 ms [2021-05-28 19:40:58 main:574] : INFO : Epoch 1690 | loss: 0.0311732 | val_loss: 0.031177 | Time: 11132.3 ms [2021-05-28 19:41:09 main:574] : INFO : Epoch 1691 | loss: 0.031174 | val_loss: 0.0311783 | Time: 11218.1 ms [2021-05-28 19:41:20 main:574] : INFO : Epoch 1692 | loss: 0.0311722 | val_loss: 0.0311802 | Time: 11095 ms [2021-05-28 19:41:31 main:574] : INFO : Epoch 1693 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 10343.5 ms [2021-05-28 19:41:42 main:574] : INFO : Epoch 1694 | loss: 0.0311741 | val_loss: 0.031184 | Time: 10950.2 ms [2021-05-28 19:41:52 main:574] : INFO : Epoch 1695 | loss: 0.031176 | val_loss: 0.0311808 | Time: 10614.9 ms [2021-05-28 19:42:03 main:574] : INFO : Epoch 1696 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 10532.6 ms [2021-05-28 19:42:14 main:574] : INFO : Epoch 1697 | loss: 0.0311757 | val_loss: 0.031178 | Time: 11228.9 ms [2021-05-28 19:42:25 main:574] : INFO : Epoch 1698 | loss: 0.0311797 | val_loss: 0.031187 | Time: 10357.4 ms [2021-05-28 19:42:35 main:574] : INFO : Epoch 1699 | loss: 0.0311766 | val_loss: 0.0311779 | Time: 10084.3 ms [2021-05-28 19:42:46 main:574] : INFO : Epoch 1700 | loss: 0.0311737 | val_loss: 0.0311772 | Time: 10822.1 ms [2021-05-28 19:42:57 main:574] : INFO : Epoch 1701 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 10834.6 ms [2021-05-28 19:43:07 main:574] : INFO : Epoch 1702 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 10386.6 ms [2021-05-28 19:43:18 main:574] : INFO : Epoch 1703 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 11171.7 ms [2021-05-28 19:43:29 main:574] : INFO : Epoch 1704 | loss: 0.031173 | val_loss: 0.0311795 | Time: 10777.2 ms [2021-05-28 19:43:40 main:574] : INFO : Epoch 1705 | loss: 0.0311728 | val_loss: 0.0311799 | Time: 10937 ms [2021-05-28 19:43:51 main:574] : INFO : Epoch 1706 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 10430.8 ms [2021-05-28 19:44:01 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.0311779 | Time: 10813.9 ms [2021-05-28 19:44:12 main:574] : INFO : Epoch 1708 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 10427.3 ms [2021-05-28 19:44:22 main:574] : INFO : Epoch 1709 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 9968.08 ms [2021-05-28 19:44:34 main:574] : INFO : Epoch 1710 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 11518.5 ms [2021-05-28 19:44:44 main:574] : INFO : Epoch 1711 | loss: 0.031172 | val_loss: 0.031177 | Time: 10894.9 ms [2021-05-28 19:44:56 main:574] : INFO : Epoch 1712 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 11048 ms [2021-05-28 19:45:07 main:574] : INFO : Epoch 1713 | loss: 0.0311725 | val_loss: 0.0311778 | Time: 10932 ms [2021-05-28 19:45:18 main:574] : INFO : Epoch 1714 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 10887.6 ms [2021-05-28 19:45:28 main:574] : INFO : Epoch 1715 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 10782.4 ms [2021-05-28 19:45:39 main:574] : INFO : Epoch 1716 | loss: 0.0311708 | val_loss: 0.0311746 | Time: 10533.9 ms [2021-05-28 19:45:49 main:574] : INFO : Epoch 1717 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 10480.8 ms [2021-05-28 19:46:01 main:574] : INFO : Epoch 1718 | loss: 0.031171 | val_loss: 0.0311743 | Time: 11297.4 ms [2021-05-28 19:46:12 main:574] : INFO : Epoch 1719 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 10691.3 ms [2021-05-28 19:46:23 main:574] : INFO : Epoch 1720 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 11140.6 ms [2021-05-28 19:46:34 main:574] : INFO : Epoch 1721 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 11078.7 ms [2021-05-28 19:46:44 main:574] : INFO : Epoch 1722 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 9621.23 ms [2021-05-28 19:46:54 main:574] : INFO : Epoch 1723 | loss: 0.031171 | val_loss: 0.0311737 | Time: 10497.3 ms [2021-05-28 19:47:05 main:574] : INFO : Epoch 1724 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 11089.8 ms [2021-05-28 19:47:16 main:574] : INFO : Epoch 1725 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 10971.6 ms [2021-05-28 19:47:27 main:574] : INFO : Epoch 1726 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 10968.4 ms [2021-05-28 19:47:38 main:574] : INFO : Epoch 1727 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 10417.2 ms [2021-05-28 19:47:49 main:574] : INFO : Epoch 1728 | loss: 0.031169 | val_loss: 0.0311746 | Time: 11360.1 ms [2021-05-28 19:48:00 main:574] : INFO : Epoch 1729 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 10599 ms [2021-05-28 19:48:10 main:574] : INFO : Epoch 1730 | loss: 0.0311696 | val_loss: 0.031173 | Time: 10584.6 ms [2021-05-28 19:48:21 main:574] : INFO : Epoch 1731 | loss: 0.0311693 | val_loss: 0.0311741 | Time: 10327.4 ms [2021-05-28 19:48:32 main:574] : INFO : Epoch 1732 | loss: 0.031171 | val_loss: 0.0311742 | Time: 11239.7 ms [2021-05-28 19:48:43 main:574] : INFO : Epoch 1733 | loss: 0.03117 | val_loss: 0.0311766 | Time: 10854.3 ms [2021-05-28 19:48:54 main:574] : INFO : Epoch 1734 | loss: 0.0311726 | val_loss: 0.0311766 | Time: 10701.3 ms [2021-05-28 19:49:05 main:574] : INFO : Epoch 1735 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 10778.9 ms [2021-05-28 19:49:16 main:574] : INFO : Epoch 1736 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 11240.4 ms [2021-05-28 19:49:27 main:574] : INFO : Epoch 1737 | loss: 0.0311713 | val_loss: 0.0311801 | Time: 10747.9 ms [2021-05-28 19:49:38 main:574] : INFO : Epoch 1738 | loss: 0.0311718 | val_loss: 0.0311732 | Time: 11400.9 ms [2021-05-28 19:49:49 main:574] : INFO : Epoch 1739 | loss: 0.0311693 | val_loss: 0.0311746 | Time: 11214.8 ms [2021-05-28 19:50:00 main:574] : INFO : Epoch 1740 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 10747.9 ms [2021-05-28 19:50:10 main:574] : INFO : Epoch 1741 | loss: 0.0311702 | val_loss: 0.0311798 | Time: 9806.6 ms [2021-05-28 19:50:21 main:574] : INFO : Epoch 1742 | loss: 0.031172 | val_loss: 0.0311748 | Time: 11097 ms [2021-05-28 19:50:32 main:574] : INFO : Epoch 1743 | loss: 0.03117 | val_loss: 0.0311762 | Time: 10934.8 ms [2021-05-28 19:50:43 main:574] : INFO : Epoch 1744 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 11192 ms [2021-05-28 19:50:54 main:574] : INFO : Epoch 1745 | loss: 0.0311695 | val_loss: 0.031176 | Time: 10331.5 ms [2021-05-28 19:51:05 main:574] : INFO : Epoch 1746 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 10828.6 ms [2021-05-28 19:51:16 main:574] : INFO : Epoch 1747 | loss: 0.031169 | val_loss: 0.0311847 | Time: 10988.6 ms [2021-05-28 19:51:27 main:574] : INFO : Epoch 1748 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 11543.1 ms [2021-05-28 19:51:38 main:574] : INFO : Epoch 1749 | loss: 0.0311643 | val_loss: 0.0311693 | Time: 10969.4 ms [2021-05-28 19:51:49 main:574] : INFO : Epoch 1750 | loss: 0.0311633 | val_loss: 0.03117 | Time: 10462 ms [2021-05-28 19:52:00 main:574] : INFO : Epoch 1751 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 10753.3 ms [2021-05-28 19:52:11 main:574] : INFO : Epoch 1752 | loss: 0.0311627 | val_loss: 0.0311692 | Time: 10952.6 ms [2021-05-28 19:52:22 main:574] : INFO : Epoch 1753 | loss: 0.031164 | val_loss: 0.0311698 | Time: 11337.8 ms [2021-05-28 19:52:33 main:574] : INFO : Epoch 1754 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 10934.2 ms [2021-05-28 19:52:43 main:574] : INFO : Epoch 1755 | loss: 0.0311666 | val_loss: 0.031168 | Time: 10175.1 ms [2021-05-28 19:52:54 main:574] : INFO : Epoch 1756 | loss: 0.0311626 | val_loss: 0.0311687 | Time: 10408.7 ms [2021-05-28 19:53:05 main:574] : INFO : Epoch 1757 | loss: 0.0311623 | val_loss: 0.0311725 | Time: 11004 ms [2021-05-28 19:53:14 main:574] : INFO : Epoch 1758 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 9768.38 ms [2021-05-28 19:53:25 main:574] : INFO : Epoch 1759 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 10979.1 ms [2021-05-28 19:53:36 main:574] : INFO : Epoch 1760 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 10928.9 ms [2021-05-28 19:53:48 main:574] : INFO : Epoch 1761 | loss: 0.0311681 | val_loss: 0.0311675 | Time: 11361.4 ms [2021-05-28 19:53:59 main:574] : INFO : Epoch 1762 | loss: 0.0311626 | val_loss: 0.0311693 | Time: 10931.4 ms [2021-05-28 19:54:10 main:574] : INFO : Epoch 1763 | loss: 0.0311638 | val_loss: 0.0311747 | Time: 11248.7 ms [2021-05-28 19:54:21 main:574] : INFO : Epoch 1764 | loss: 0.0311636 | val_loss: 0.0311674 | Time: 10783.5 ms [2021-05-28 19:54:32 main:574] : INFO : Epoch 1765 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 10976.8 ms [2021-05-28 19:54:43 main:574] : INFO : Epoch 1766 | loss: 0.0311638 | val_loss: 0.031177 | Time: 10850.1 ms [2021-05-28 19:54:52 main:574] : INFO : Epoch 1767 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 9377.26 ms [2021-05-28 19:55:02 main:574] : INFO : Epoch 1768 | loss: 0.0311624 | val_loss: 0.0311667 | Time: 9887.83 ms [2021-05-28 19:55:13 main:574] : INFO : Epoch 1769 | loss: 0.0311606 | val_loss: 0.0311665 | Time: 11056.3 ms [2021-05-28 19:55:24 main:574] : INFO : Epoch 1770 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 10416.2 ms [2021-05-28 19:55:35 main:574] : INFO : Epoch 1771 | loss: 0.0311616 | val_loss: 0.03117 | Time: 10841.8 ms [2021-05-28 19:55:46 main:574] : INFO : Epoch 1772 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 10780.5 ms [2021-05-28 19:55:57 main:574] : INFO : Epoch 1773 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 11021.2 ms [2021-05-28 19:56:07 main:574] : INFO : Epoch 1774 | loss: 0.0311632 | val_loss: 0.0311706 | Time: 10425.3 ms [2021-05-28 19:56:18 main:574] : INFO : Epoch 1775 | loss: 0.0312195 | val_loss: 0.0312097 | Time: 10898 ms [2021-05-28 19:56:30 main:574] : INFO : Epoch 1776 | loss: 0.0311863 | val_loss: 0.0311799 | Time: 11830.4 ms [2021-05-28 19:56:41 main:574] : INFO : Epoch 1777 | loss: 0.031177 | val_loss: 0.0311755 | Time: 10508.2 ms [2021-05-28 19:56:51 main:574] : INFO : Epoch 1778 | loss: 0.0311729 | val_loss: 0.0311735 | Time: 10616.8 ms [2021-05-28 19:57:02 main:574] : INFO : Epoch 1779 | loss: 0.0311706 | val_loss: 0.0311721 | Time: 10738.9 ms [2021-05-28 19:57:13 main:574] : INFO : Epoch 1780 | loss: 0.0311697 | val_loss: 0.0311713 | Time: 10394.9 ms [2021-05-28 19:57:23 main:574] : INFO : Epoch 1781 | loss: 0.0311712 | val_loss: 0.0311697 | Time: 10462.6 ms [2021-05-28 19:57:34 main:574] : INFO : Epoch 1782 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 10428.7 ms [2021-05-28 19:57:45 main:574] : INFO : Epoch 1783 | loss: 0.0311678 | val_loss: 0.031169 | Time: 11218.5 ms [2021-05-28 19:57:56 main:574] : INFO : Epoch 1784 | loss: 0.0311677 | val_loss: 0.031171 | Time: 10724.5 ms [2021-05-28 19:58:07 main:574] : INFO : Epoch 1785 | loss: 0.0311681 | val_loss: 0.0311681 | Time: 10959 ms [2021-05-28 19:58:18 main:574] : INFO : Epoch 1786 | loss: 0.0311676 | val_loss: 0.0311687 | Time: 11462.9 ms [2021-05-28 19:58:29 main:574] : INFO : Epoch 1787 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 10398.3 ms [2021-05-28 19:58:39 main:574] : INFO : Epoch 1788 | loss: 0.031166 | val_loss: 0.0311683 | Time: 9765.19 ms [2021-05-28 19:58:48 main:574] : INFO : Epoch 1789 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 9745.5 ms [2021-05-28 19:58:59 main:574] : INFO : Epoch 1790 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 10410.3 ms [2021-05-28 19:59:10 main:574] : INFO : Epoch 1791 | loss: 0.031165 | val_loss: 0.0311686 | Time: 11008.3 ms [2021-05-28 19:59:21 main:574] : INFO : Epoch 1792 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 10626.8 ms [2021-05-28 19:59:31 main:574] : INFO : Epoch 1793 | loss: 0.0311681 | val_loss: 0.0311678 | Time: 10430.1 ms [2021-05-28 19:59:42 main:574] : INFO : Epoch 1794 | loss: 0.0311639 | val_loss: 0.0311677 | Time: 10910.3 ms [2021-05-28 19:59:53 main:574] : INFO : Epoch 1795 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 10812.9 ms [2021-05-28 20:00:04 main:574] : INFO : Epoch 1796 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 10903.8 ms [2021-05-28 20:00:15 main:574] : INFO : Epoch 1797 | loss: 0.0311624 | val_loss: 0.0311668 | Time: 11285.6 ms [2021-05-28 20:00:26 main:574] : INFO : Epoch 1798 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 10922.7 ms [2021-05-28 20:00:37 main:574] : INFO : Epoch 1799 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 11169.4 ms [2021-05-28 20:00:48 main:574] : INFO : Epoch 1800 | loss: 0.0311651 | val_loss: 0.0311671 | Time: 10440.6 ms [2021-05-28 20:00:59 main:574] : INFO : Epoch 1801 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 11162.5 ms [2021-05-28 20:01:10 main:574] : INFO : Epoch 1802 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 11187.1 ms [2021-05-28 20:01:21 main:574] : INFO : Epoch 1803 | loss: 0.0311636 | val_loss: 0.031166 | Time: 10498 ms [2021-05-28 20:01:32 main:574] : INFO : Epoch 1804 | loss: 0.0311633 | val_loss: 0.0311653 | Time: 11102.3 ms [2021-05-28 20:01:43 main:574] : INFO : Epoch 1805 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 10625.5 ms [2021-05-28 20:01:54 main:574] : INFO : Epoch 1806 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 10961.4 ms [2021-05-28 20:02:05 main:574] : INFO : Epoch 1807 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 11088.8 ms [2021-05-28 20:02:15 main:574] : INFO : Epoch 1808 | loss: 0.0311632 | val_loss: 0.0311666 | Time: 10245.8 ms [2021-05-28 20:02:26 main:574] : INFO : Epoch 1809 | loss: 0.0311642 | val_loss: 0.0311662 | Time: 10806.6 ms [2021-05-28 20:02:37 main:574] : INFO : Epoch 1810 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 10918.1 ms [2021-05-28 20:02:48 main:574] : INFO : Epoch 1811 | loss: 0.0311615 | val_loss: 0.0311682 | Time: 10750.3 ms [2021-05-28 20:02:59 main:574] : INFO : Epoch 1812 | loss: 0.0311629 | val_loss: 0.0311709 | Time: 10907.6 ms [2021-05-28 20:03:09 main:574] : INFO : Epoch 1813 | loss: 0.0311637 | val_loss: 0.0311661 | Time: 10682.1 ms [2021-05-28 20:03:20 main:574] : INFO : Epoch 1814 | loss: 0.0311639 | val_loss: 0.031167 | Time: 10434.1 ms [2021-05-28 20:03:31 main:574] : INFO : Epoch 1815 | loss: 0.0311651 | val_loss: 0.0311678 | Time: 10881.6 ms [2021-05-28 20:03:42 main:574] : INFO : Epoch 1816 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 11221.2 ms [2021-05-28 20:03:53 main:574] : INFO : Epoch 1817 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 11038.5 ms [2021-05-28 20:04:04 main:574] : INFO : Epoch 1818 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 10454.9 ms [2021-05-28 20:04:14 main:574] : INFO : Epoch 1819 | loss: 0.0311627 | val_loss: 0.0311701 | Time: 10346.6 ms [2021-05-28 20:04:26 main:574] : INFO : Epoch 1820 | loss: 0.0311627 | val_loss: 0.0311663 | Time: 11626.2 ms [2021-05-28 20:04:36 main:574] : INFO : Epoch 1821 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 10814.7 ms [2021-05-28 20:04:47 main:574] : INFO : Epoch 1822 | loss: 0.03116 | val_loss: 0.031166 | Time: 10547.1 ms [2021-05-28 20:04:58 main:574] : INFO : Epoch 1823 | loss: 0.0311647 | val_loss: 0.0311696 | Time: 10610.3 ms [2021-05-28 20:05:08 main:574] : INFO : Epoch 1824 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 10726.2 ms [2021-05-28 20:05:19 main:574] : INFO : Epoch 1825 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 10569.4 ms [2021-05-28 20:05:29 main:574] : INFO : Epoch 1826 | loss: 0.0311617 | val_loss: 0.0311658 | Time: 10205.3 ms [2021-05-28 20:05:40 main:574] : INFO : Epoch 1827 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 10175.7 ms [2021-05-28 20:05:51 main:574] : INFO : Epoch 1828 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 11337.8 ms [2021-05-28 20:06:02 main:574] : INFO : Epoch 1829 | loss: 0.031162 | val_loss: 0.0311659 | Time: 11175.3 ms [2021-05-28 20:06:13 main:574] : INFO : Epoch 1830 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 10945.7 ms [2021-05-28 20:06:24 main:574] : INFO : Epoch 1831 | loss: 0.0311592 | val_loss: 0.031164 | Time: 10814.9 ms [2021-05-28 20:06:36 main:574] : INFO : Epoch 1832 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 11430.7 ms [2021-05-28 20:06:47 main:574] : INFO : Epoch 1833 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 11197 ms [2021-05-28 20:06:57 main:574] : INFO : Epoch 1834 | loss: 0.0311577 | val_loss: 0.0311651 | Time: 10447.5 ms [2021-05-28 20:07:08 main:574] : INFO : Epoch 1835 | loss: 0.0311574 | val_loss: 0.0311638 | Time: 10513.5 ms [2021-05-28 20:07:19 main:574] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.031167 | Time: 10740.1 ms [2021-05-28 20:07:29 main:574] : INFO : Epoch 1837 | loss: 0.0311601 | val_loss: 0.031165 | Time: 10484.8 ms [2021-05-28 20:07:40 main:574] : INFO : Epoch 1838 | loss: 0.0311595 | val_loss: 0.0311658 | Time: 10477.7 ms [2021-05-28 20:07:50 main:574] : INFO : Epoch 1839 | loss: 0.0311586 | val_loss: 0.0311657 | Time: 10645.5 ms [2021-05-28 20:08:02 main:574] : INFO : Epoch 1840 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 11141 ms [2021-05-28 20:08:13 main:574] : INFO : Epoch 1841 | loss: 0.031157 | val_loss: 0.0311644 | Time: 10935.2 ms [2021-05-28 20:08:23 main:574] : INFO : Epoch 1842 | loss: 0.0311572 | val_loss: 0.031164 | Time: 10569.1 ms [2021-05-28 20:08:34 main:574] : INFO : Epoch 1843 | loss: 0.0311586 | val_loss: 0.0311692 | Time: 10912.9 ms [2021-05-28 20:08:45 main:574] : INFO : Epoch 1844 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 10768.1 ms [2021-05-28 20:08:56 main:574] : INFO : Epoch 1845 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 10835.8 ms [2021-05-28 20:09:06 main:574] : INFO : Epoch 1846 | loss: 0.0311585 | val_loss: 0.0311646 | Time: 10397.9 ms [2021-05-28 20:09:17 main:574] : INFO : Epoch 1847 | loss: 0.031163 | val_loss: 0.0311658 | Time: 10176.8 ms [2021-05-28 20:09:28 main:574] : INFO : Epoch 1848 | loss: 0.0311614 | val_loss: 0.031172 | Time: 11107.7 ms [2021-05-28 20:09:38 main:574] : INFO : Epoch 1849 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 10340 ms [2021-05-28 20:09:49 main:574] : INFO : Epoch 1850 | loss: 0.0311568 | val_loss: 0.0311668 | Time: 11064.1 ms [2021-05-28 20:10:00 main:574] : INFO : Epoch 1851 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 10702.6 ms [2021-05-28 20:10:11 main:574] : INFO : Epoch 1852 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 11205.9 ms [2021-05-28 20:10:22 main:574] : INFO : Epoch 1853 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 10592 ms [2021-05-28 20:10:32 main:574] : INFO : Epoch 1854 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 10311.3 ms [2021-05-28 20:10:43 main:574] : INFO : Epoch 1855 | loss: 0.031159 | val_loss: 0.0311644 | Time: 11064.9 ms [2021-05-28 20:10:54 main:574] : INFO : Epoch 1856 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 11025.4 ms [2021-05-28 20:11:06 main:574] : INFO : Epoch 1857 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 11268.2 ms [2021-05-28 20:11:16 main:574] : INFO : Epoch 1858 | loss: 0.0311558 | val_loss: 0.0311667 | Time: 10318.2 ms [2021-05-28 20:11:27 main:574] : INFO : Epoch 1859 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 10639 ms [2021-05-28 20:11:38 main:574] : INFO : Epoch 1860 | loss: 0.0311562 | val_loss: 0.0311653 | Time: 10675.8 ms [2021-05-28 20:11:48 main:574] : INFO : Epoch 1861 | loss: 0.0311592 | val_loss: 0.031167 | Time: 10702.9 ms [2021-05-28 20:11:59 main:574] : INFO : Epoch 1862 | loss: 0.0311584 | val_loss: 0.0311678 | Time: 10811.5 ms [2021-05-28 20:12:11 main:574] : INFO : Epoch 1863 | loss: 0.0311583 | val_loss: 0.0311654 | Time: 11279.8 ms [2021-05-28 20:12:22 main:574] : INFO : Epoch 1864 | loss: 0.0311578 | val_loss: 0.031165 | Time: 11111.1 ms [2021-05-28 20:12:33 main:574] : INFO : Epoch 1865 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 11116.8 ms [2021-05-28 20:12:44 main:574] : INFO : Epoch 1866 | loss: 0.0311561 | val_loss: 0.0311651 | Time: 10694.2 ms [2021-05-28 20:12:55 main:574] : INFO : Epoch 1867 | loss: 0.0311565 | val_loss: 0.0311642 | Time: 11135.2 ms [2021-05-28 20:13:06 main:574] : INFO : Epoch 1868 | loss: 0.0311561 | val_loss: 0.0311645 | Time: 11355 ms [2021-05-28 20:13:18 main:574] : INFO : Epoch 1869 | loss: 0.0311581 | val_loss: 0.0311652 | Time: 11451.8 ms [2021-05-28 20:13:28 main:574] : INFO : Epoch 1870 | loss: 0.0311573 | val_loss: 0.0311641 | Time: 10304.6 ms [2021-05-28 20:13:39 main:574] : INFO : Epoch 1871 | loss: 0.031159 | val_loss: 0.0311634 | Time: 10950.9 ms [2021-05-28 20:13:49 main:574] : INFO : Epoch 1872 | loss: 0.0311562 | val_loss: 0.0311694 | Time: 10220.2 ms [2021-05-28 20:14:00 main:574] : INFO : Epoch 1873 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 10536.2 ms [2021-05-28 20:14:11 main:574] : INFO : Epoch 1874 | loss: 0.0311619 | val_loss: 0.0311667 | Time: 11137.6 ms [2021-05-28 20:14:22 main:574] : INFO : Epoch 1875 | loss: 0.0311591 | val_loss: 0.0311634 | Time: 11182.4 ms [2021-05-28 20:14:34 main:574] : INFO : Epoch 1876 | loss: 0.0311553 | val_loss: 0.0311644 | Time: 11472 ms [2021-05-28 20:14:44 main:574] : INFO : Epoch 1877 | loss: 0.0311574 | val_loss: 0.0311733 | Time: 10556.2 ms [2021-05-28 20:14:55 main:574] : INFO : Epoch 1878 | loss: 0.0311578 | val_loss: 0.0311636 | Time: 10114.2 ms [2021-05-28 20:15:06 main:574] : INFO : Epoch 1879 | loss: 0.0311566 | val_loss: 0.031165 | Time: 10931.7 ms [2021-05-28 20:15:17 main:574] : INFO : Epoch 1880 | loss: 0.0311553 | val_loss: 0.0311633 | Time: 11067 ms [2021-05-28 20:15:28 main:574] : INFO : Epoch 1881 | loss: 0.0311548 | val_loss: 0.0311635 | Time: 10916.3 ms [2021-05-28 20:15:38 main:574] : INFO : Epoch 1882 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 10425.6 ms [2021-05-28 20:15:49 main:574] : INFO : Epoch 1883 | loss: 0.0311574 | val_loss: 0.0311637 | Time: 11201.4 ms [2021-05-28 20:16:00 main:574] : INFO : Epoch 1884 | loss: 0.0311559 | val_loss: 0.0311653 | Time: 10787.2 ms [2021-05-28 20:16:11 main:574] : INFO : Epoch 1885 | loss: 0.0311553 | val_loss: 0.0311664 | Time: 11082.5 ms [2021-05-28 20:16:22 main:574] : INFO : Epoch 1886 | loss: 0.0311563 | val_loss: 0.0311643 | Time: 10956.8 ms [2021-05-28 20:16:33 main:574] : INFO : Epoch 1887 | loss: 0.0311558 | val_loss: 0.0311642 | Time: 11086.1 ms [2021-05-28 20:16:43 main:574] : INFO : Epoch 1888 | loss: 0.0311541 | val_loss: 0.0311626 | Time: 9875.02 ms [2021-05-28 20:16:54 main:574] : INFO : Epoch 1889 | loss: 0.0311553 | val_loss: 0.0311693 | Time: 11044.4 ms [2021-05-28 20:17:05 main:574] : INFO : Epoch 1890 | loss: 0.0311577 | val_loss: 0.031167 | Time: 10553.7 ms [2021-05-28 20:17:16 main:574] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 10611.8 ms [2021-05-28 20:17:27 main:574] : INFO : Epoch 1892 | loss: 0.0311554 | val_loss: 0.0311694 | Time: 11121.2 ms [2021-05-28 20:17:38 main:574] : INFO : Epoch 1893 | loss: 0.0311585 | val_loss: 0.031166 | Time: 11504.7 ms [2021-05-28 20:17:49 main:574] : INFO : Epoch 1894 | loss: 0.0311573 | val_loss: 0.0311674 | Time: 10934.3 ms [2021-05-28 20:18:01 main:574] : INFO : Epoch 1895 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 11133.2 ms [2021-05-28 20:18:12 main:574] : INFO : Epoch 1896 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 11084.2 ms [2021-05-28 20:18:23 main:574] : INFO : Epoch 1897 | loss: 0.0311567 | val_loss: 0.0311653 | Time: 11082 ms [2021-05-28 20:18:33 main:574] : INFO : Epoch 1898 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 10390.8 ms [2021-05-28 20:18:45 main:574] : INFO : Epoch 1899 | loss: 0.0311645 | val_loss: 0.0311695 | Time: 11147.3 ms [2021-05-28 20:18:56 main:574] : INFO : Epoch 1900 | loss: 0.0311692 | val_loss: 0.031172 | Time: 11115.9 ms [2021-05-28 20:19:06 main:574] : INFO : Epoch 1901 | loss: 0.0311665 | val_loss: 0.0311677 | Time: 10505.8 ms [2021-05-28 20:19:17 main:574] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.031166 | Time: 10756.2 ms [2021-05-28 20:19:28 main:574] : INFO : Epoch 1903 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 10983.8 ms [2021-05-28 20:19:39 main:574] : INFO : Epoch 1904 | loss: 0.0311648 | val_loss: 0.0311638 | Time: 10421.4 ms [2021-05-28 20:19:50 main:574] : INFO : Epoch 1905 | loss: 0.0311639 | val_loss: 0.0311659 | Time: 10798.3 ms [2021-05-28 20:20:00 main:574] : INFO : Epoch 1906 | loss: 0.0311622 | val_loss: 0.031165 | Time: 10833.1 ms [2021-05-28 20:20:11 main:574] : INFO : Epoch 1907 | loss: 0.0311614 | val_loss: 0.0311661 | Time: 10509.9 ms [2021-05-28 20:20:22 main:574] : INFO : Epoch 1908 | loss: 0.0311629 | val_loss: 0.0311654 | Time: 11348.4 ms [2021-05-28 20:20:33 main:574] : INFO : Epoch 1909 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 10616 ms [2021-05-28 20:20:43 main:574] : INFO : Epoch 1910 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 10070.2 ms [2021-05-28 20:20:54 main:574] : INFO : Epoch 1911 | loss: 0.0311632 | val_loss: 0.0311639 | Time: 10697.6 ms [2021-05-28 20:21:04 main:574] : INFO : Epoch 1912 | loss: 0.0311612 | val_loss: 0.03117 | Time: 10345.6 ms [2021-05-28 20:21:15 main:574] : INFO : Epoch 1913 | loss: 0.0311627 | val_loss: 0.0311641 | Time: 10762.7 ms [2021-05-28 20:21:26 main:574] : INFO : Epoch 1914 | loss: 0.0311611 | val_loss: 0.0311702 | Time: 10363.4 ms [2021-05-28 20:21:36 main:574] : INFO : Epoch 1915 | loss: 0.0311691 | val_loss: 0.0311818 | Time: 10199.7 ms [2021-05-28 20:21:47 main:574] : INFO : Epoch 1916 | loss: 0.0311685 | val_loss: 0.0311675 | Time: 10628 ms [2021-05-28 20:21:57 main:574] : INFO : Epoch 1917 | loss: 0.0311613 | val_loss: 0.0311638 | Time: 10254.8 ms [2021-05-28 20:22:07 main:574] : INFO : Epoch 1918 | loss: 0.0311598 | val_loss: 0.0311659 | Time: 10430.3 ms [2021-05-28 20:22:19 main:574] : INFO : Epoch 1919 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 11084.4 ms [2021-05-28 20:22:30 main:574] : INFO : Epoch 1920 | loss: 0.0311612 | val_loss: 0.0311637 | Time: 11293.9 ms [2021-05-28 20:22:41 main:574] : INFO : Epoch 1921 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 10913.5 ms [2021-05-28 20:22:52 main:574] : INFO : Epoch 1922 | loss: 0.0311679 | val_loss: 0.0311669 | Time: 11165.9 ms [2021-05-28 20:23:03 main:574] : INFO : Epoch 1923 | loss: 0.0311644 | val_loss: 0.0311667 | Time: 11016.2 ms [2021-05-28 20:23:14 main:574] : INFO : Epoch 1924 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 10746.1 ms [2021-05-28 20:23:25 main:574] : INFO : Epoch 1925 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 10961.2 ms [2021-05-28 20:23:35 main:574] : INFO : Epoch 1926 | loss: 0.0311608 | val_loss: 0.0311688 | Time: 10488.3 ms [2021-05-28 20:23:46 main:574] : INFO : Epoch 1927 | loss: 0.0311605 | val_loss: 0.0311637 | Time: 10548.1 ms [2021-05-28 20:23:57 main:574] : INFO : Epoch 1928 | loss: 0.0311595 | val_loss: 0.0311644 | Time: 10531.2 ms [2021-05-28 20:24:07 main:574] : INFO : Epoch 1929 | loss: 0.0311599 | val_loss: 0.0311636 | Time: 10676.4 ms [2021-05-28 20:24:18 main:574] : INFO : Epoch 1930 | loss: 0.0311592 | val_loss: 0.0311639 | Time: 10258.6 ms [2021-05-28 20:24:28 main:574] : INFO : Epoch 1931 | loss: 0.031158 | val_loss: 0.0311628 | Time: 10631.1 ms [2021-05-28 20:24:39 main:574] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311667 | Time: 10883.9 ms [2021-05-28 20:24:51 main:574] : INFO : Epoch 1933 | loss: 0.0311591 | val_loss: 0.0311645 | Time: 11443.3 ms [2021-05-28 20:25:02 main:574] : INFO : Epoch 1934 | loss: 0.031161 | val_loss: 0.0311758 | Time: 11388 ms [2021-05-28 20:25:13 main:574] : INFO : Epoch 1935 | loss: 0.0311632 | val_loss: 0.0311662 | Time: 10757.2 ms [2021-05-28 20:25:24 main:574] : INFO : Epoch 1936 | loss: 0.0311591 | val_loss: 0.0311632 | Time: 10734.8 ms [2021-05-28 20:25:35 main:574] : INFO : Epoch 1937 | loss: 0.0311591 | val_loss: 0.0311632 | Time: 10658.6 ms [2021-05-28 20:25:45 main:574] : INFO : Epoch 1938 | loss: 0.031158 | val_loss: 0.0311667 | Time: 10662.8 ms [2021-05-28 20:25:55 main:574] : INFO : Epoch 1939 | loss: 0.0311601 | val_loss: 0.0311651 | Time: 9681.4 ms [2021-05-28 20:26:06 main:574] : INFO : Epoch 1940 | loss: 0.0311594 | val_loss: 0.0311713 | Time: 11073.2 ms [2021-05-28 20:26:16 main:574] : INFO : Epoch 1941 | loss: 0.0311615 | val_loss: 0.0311655 | Time: 10318.2 ms [2021-05-28 20:26:26 main:574] : INFO : Epoch 1942 | loss: 0.0311585 | val_loss: 0.0311653 | Time: 9824.09 ms [2021-05-28 20:26:37 main:574] : INFO : Epoch 1943 | loss: 0.0311593 | val_loss: 0.031166 | Time: 10664.9 ms [2021-05-28 20:26:48 main:574] : INFO : Epoch 1944 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 11144.4 ms [2021-05-28 20:26:59 main:574] : INFO : Epoch 1945 | loss: 0.0311577 | val_loss: 0.0311633 | Time: 10922.5 ms [2021-05-28 20:27:11 main:574] : INFO : Epoch 1946 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 11319.8 ms [2021-05-28 20:27:21 main:574] : INFO : Epoch 1947 | loss: 0.0311599 | val_loss: 0.0311629 | Time: 10692.1 ms [2021-05-28 20:27:32 main:574] : INFO : Epoch 1948 | loss: 0.0311596 | val_loss: 0.0311657 | Time: 10422 ms [2021-05-28 20:27:42 main:574] : INFO : Epoch 1949 | loss: 0.0311588 | val_loss: 0.0311641 | Time: 10412.1 ms [2021-05-28 20:27:53 main:574] : INFO : Epoch 1950 | loss: 0.0311602 | val_loss: 0.0311663 | Time: 10792.9 ms [2021-05-28 20:28:04 main:574] : INFO : Epoch 1951 | loss: 0.0311588 | val_loss: 0.0311651 | Time: 10749.6 ms [2021-05-28 20:28:14 main:574] : INFO : Epoch 1952 | loss: 0.031158 | val_loss: 0.0311643 | Time: 9941.98 ms [2021-05-28 20:28:26 main:574] : INFO : Epoch 1953 | loss: 0.0311572 | val_loss: 0.0311656 | Time: 11474.7 ms [2021-05-28 20:28:37 main:574] : INFO : Epoch 1954 | loss: 0.0311575 | val_loss: 0.0311635 | Time: 11070.9 ms [2021-05-28 20:28:48 main:574] : INFO : Epoch 1955 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 11161.6 ms [2021-05-28 20:28:59 main:574] : INFO : Epoch 1956 | loss: 0.0311592 | val_loss: 0.0311634 | Time: 11026.4 ms [2021-05-28 20:29:10 main:574] : INFO : Epoch 1957 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 10398.6 ms [2021-05-28 20:29:20 main:574] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 10353.7 ms [2021-05-28 20:29:30 main:574] : INFO : Epoch 1959 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 10260.4 ms [2021-05-28 20:29:40 main:574] : INFO : Epoch 1960 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 9983.66 ms [2021-05-28 20:29:51 main:574] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311625 | Time: 10871.2 ms [2021-05-28 20:30:02 main:574] : INFO : Epoch 1962 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 10294.6 ms [2021-05-28 20:30:13 main:574] : INFO : Epoch 1963 | loss: 0.0311585 | val_loss: 0.0311638 | Time: 10875.3 ms [2021-05-28 20:30:24 main:574] : INFO : Epoch 1964 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 11406.2 ms [2021-05-28 20:30:35 main:574] : INFO : Epoch 1965 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 10998.5 ms [2021-05-28 20:30:47 main:574] : INFO : Epoch 1966 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 11495.9 ms [2021-05-28 20:30:57 main:574] : INFO : Epoch 1967 | loss: 0.0311561 | val_loss: 0.0311635 | Time: 10451.9 ms [2021-05-28 20:31:08 main:574] : INFO : Epoch 1968 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 10693.6 ms [2021-05-28 20:31:19 main:574] : INFO : Epoch 1969 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 10932.8 ms [2021-05-28 20:31:30 main:574] : INFO : Epoch 1970 | loss: 0.0311561 | val_loss: 0.0311665 | Time: 10789 ms [2021-05-28 20:31:40 main:574] : INFO : Epoch 1971 | loss: 0.0311569 | val_loss: 0.0311631 | Time: 10797.8 ms [2021-05-28 20:31:51 main:574] : INFO : Epoch 1972 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 10561.9 ms [2021-05-28 20:32:03 main:574] : INFO : Epoch 1973 | loss: 0.0311565 | val_loss: 0.031162 | Time: 11455.6 ms [2021-05-28 20:32:13 main:574] : INFO : Epoch 1974 | loss: 0.031157 | val_loss: 0.0311642 | Time: 10339.4 ms [2021-05-28 20:32:24 main:574] : INFO : Epoch 1975 | loss: 0.0311565 | val_loss: 0.0311632 | Time: 10821 ms [2021-05-28 20:32:35 main:574] : INFO : Epoch 1976 | loss: 0.0311572 | val_loss: 0.0311639 | Time: 10883.2 ms [2021-05-28 20:32:46 main:574] : INFO : Epoch 1977 | loss: 0.0311557 | val_loss: 0.0311636 | Time: 10727.9 ms [2021-05-28 20:32:57 main:574] : INFO : Epoch 1978 | loss: 0.0311567 | val_loss: 0.0311681 | Time: 10973.3 ms [2021-05-28 20:33:07 main:574] : INFO : Epoch 1979 | loss: 0.0311571 | val_loss: 0.0311658 | Time: 10676.5 ms [2021-05-28 20:33:18 main:574] : INFO : Epoch 1980 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 10221.6 ms [2021-05-28 20:33:28 main:574] : INFO : Epoch 1981 | loss: 0.0311599 | val_loss: 0.0311633 | Time: 10804.9 ms [2021-05-28 20:33:40 main:574] : INFO : Epoch 1982 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 11186.3 ms [2021-05-28 20:33:50 main:574] : INFO : Epoch 1983 | loss: 0.031163 | val_loss: 0.03117 | Time: 10259.1 ms [2021-05-28 20:34:01 main:574] : INFO : Epoch 1984 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 11177.3 ms [2021-05-28 20:34:12 main:574] : INFO : Epoch 1985 | loss: 0.0311552 | val_loss: 0.0311657 | Time: 10758.5 ms [2021-05-28 20:34:23 main:574] : INFO : Epoch 1986 | loss: 0.0311565 | val_loss: 0.031176 | Time: 11068.5 ms [2021-05-28 20:34:34 main:574] : INFO : Epoch 1987 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 11154.9 ms [2021-05-28 20:34:44 main:574] : INFO : Epoch 1988 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 9606.87 ms [2021-05-28 20:34:54 main:574] : INFO : Epoch 1989 | loss: 0.031155 | val_loss: 0.0311635 | Time: 10260.5 ms [2021-05-28 20:35:05 main:574] : INFO : Epoch 1990 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 10884.7 ms [2021-05-28 20:35:16 main:574] : INFO : Epoch 1991 | loss: 0.031156 | val_loss: 0.0311648 | Time: 10669.3 ms [2021-05-28 20:35:27 main:574] : INFO : Epoch 1992 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 11169.2 ms [2021-05-28 20:35:38 main:574] : INFO : Epoch 1993 | loss: 0.0311591 | val_loss: 0.0311709 | Time: 10871 ms [2021-05-28 20:35:49 main:574] : INFO : Epoch 1994 | loss: 0.031156 | val_loss: 0.031167 | Time: 11112.3 ms [2021-05-28 20:36:00 main:574] : INFO : Epoch 1995 | loss: 0.0311562 | val_loss: 0.031163 | Time: 10749.6 ms [2021-05-28 20:36:11 main:574] : INFO : Epoch 1996 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 10355 ms [2021-05-28 20:36:22 main:574] : INFO : Epoch 1997 | loss: 0.0311547 | val_loss: 0.031161 | Time: 11259.8 ms [2021-05-28 20:36:32 main:574] : INFO : Epoch 1998 | loss: 0.0311551 | val_loss: 0.0311651 | Time: 10545.7 ms [2021-05-28 20:36:43 main:574] : INFO : Epoch 1999 | loss: 0.0311543 | val_loss: 0.0311617 | Time: 10602 ms [2021-05-28 20:36:54 main:574] : INFO : Epoch 2000 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 11177.7 ms [2021-05-28 20:37:05 main:574] : INFO : Epoch 2001 | loss: 0.0311543 | val_loss: 0.0311658 | Time: 10253 ms [2021-05-28 20:37:15 main:574] : INFO : Epoch 2002 | loss: 0.0311544 | val_loss: 0.0311656 | Time: 9945.81 ms [2021-05-28 20:37:25 main:574] : INFO : Epoch 2003 | loss: 0.0311547 | val_loss: 0.0311632 | Time: 10575.8 ms [2021-05-28 20:37:37 main:574] : INFO : Epoch 2004 | loss: 0.0311584 | val_loss: 0.0311656 | Time: 11297.4 ms [2021-05-28 20:37:47 main:574] : INFO : Epoch 2005 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 10508 ms [2021-05-28 20:37:58 main:574] : INFO : Epoch 2006 | loss: 0.031156 | val_loss: 0.0311638 | Time: 10770.5 ms [2021-05-28 20:38:08 main:574] : INFO : Epoch 2007 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 9760.43 ms [2021-05-28 20:38:17 main:574] : INFO : Epoch 2008 | loss: 0.0311569 | val_loss: 0.0311638 | Time: 9527.35 ms [2021-05-28 20:38:28 main:574] : INFO : Epoch 2009 | loss: 0.0311573 | val_loss: 0.0311753 | Time: 10478.8 ms [2021-05-28 20:38:39 main:574] : INFO : Epoch 2010 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 10938.1 ms [2021-05-28 20:38:50 main:574] : INFO : Epoch 2011 | loss: 0.0311548 | val_loss: 0.0311644 | Time: 10816.8 ms [2021-05-28 20:39:00 main:574] : INFO : Epoch 2012 | loss: 0.0311569 | val_loss: 0.0311648 | Time: 10574 ms [2021-05-28 20:39:12 main:574] : INFO : Epoch 2013 | loss: 0.031157 | val_loss: 0.0311651 | Time: 11144 ms [2021-05-28 20:39:22 main:574] : INFO : Epoch 2014 | loss: 0.0311575 | val_loss: 0.0311642 | Time: 10613.6 ms [2021-05-28 20:39:34 main:574] : INFO : Epoch 2015 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 11365.2 ms [2021-05-28 20:39:44 main:574] : INFO : Epoch 2016 | loss: 0.0311573 | val_loss: 0.0311728 | Time: 9803.81 ms [2021-05-28 20:39:54 main:574] : INFO : Epoch 2017 | loss: 0.0311582 | val_loss: 0.0311689 | Time: 10802.5 ms [2021-05-28 20:40:05 main:574] : INFO : Epoch 2018 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 10156.5 ms [2021-05-28 20:40:15 main:574] : INFO : Epoch 2019 | loss: 0.0311539 | val_loss: 0.0311682 | Time: 10368.2 ms [2021-05-28 20:40:24 main:574] : INFO : Epoch 2020 | loss: 0.0311571 | val_loss: 0.0311619 | Time: 9390.09 ms [2021-05-28 20:40:35 main:574] : INFO : Epoch 2021 | loss: 0.0311556 | val_loss: 0.031164 | Time: 9170.65 ms [2021-05-28 20:40:46 main:574] : INFO : Epoch 2022 | loss: 0.0311546 | val_loss: 0.0311626 | Time: 10436.1 ms [2021-05-28 20:40:57 main:574] : INFO : Epoch 2023 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 11389.5 ms [2021-05-28 20:41:09 main:574] : INFO : Epoch 2024 | loss: 0.031156 | val_loss: 0.0311644 | Time: 11725.9 ms [2021-05-28 20:41:20 main:574] : INFO : Epoch 2025 | loss: 0.031158 | val_loss: 0.031169 | Time: 11095.2 ms [2021-05-28 20:41:31 main:574] : INFO : Epoch 2026 | loss: 0.0311581 | val_loss: 0.0311639 | Time: 10254.6 ms [2021-05-28 20:41:41 main:574] : INFO : Epoch 2027 | loss: 0.0311561 | val_loss: 0.0311638 | Time: 10270.1 ms [2021-05-28 20:41:51 main:574] : INFO : Epoch 2028 | loss: 0.0311558 | val_loss: 0.0311643 | Time: 10390.8 ms [2021-05-28 20:42:02 main:574] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 10879.3 ms [2021-05-28 20:42:13 main:574] : INFO : Epoch 2030 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 10697.9 ms [2021-05-28 20:42:24 main:574] : INFO : Epoch 2031 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 10690.7 ms [2021-05-28 20:42:34 main:574] : INFO : Epoch 2032 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 9917.74 ms [2021-05-28 20:42:45 main:574] : INFO : Epoch 2033 | loss: 0.0311538 | val_loss: 0.0311625 | Time: 11109.6 ms [2021-05-28 20:42:56 main:574] : INFO : Epoch 2034 | loss: 0.0311545 | val_loss: 0.0311641 | Time: 10628.2 ms [2021-05-28 20:43:06 main:574] : INFO : Epoch 2035 | loss: 0.0311553 | val_loss: 0.031164 | Time: 9829.01 ms [2021-05-28 20:43:16 main:574] : INFO : Epoch 2036 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 10163.8 ms [2021-05-28 20:43:26 main:574] : INFO : Epoch 2037 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 10320.1 ms [2021-05-28 20:43:37 main:574] : INFO : Epoch 2038 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 10790.2 ms [2021-05-28 20:43:48 main:574] : INFO : Epoch 2039 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 10954.9 ms [2021-05-28 20:43:59 main:574] : INFO : Epoch 2040 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 11132.3 ms [2021-05-28 20:44:09 main:574] : INFO : Epoch 2041 | loss: 0.0311533 | val_loss: 0.0311654 | Time: 9948.83 ms [2021-05-28 20:44:20 main:574] : INFO : Epoch 2042 | loss: 0.0311532 | val_loss: 0.031164 | Time: 10897.6 ms [2021-05-28 20:44:31 main:574] : INFO : Epoch 2043 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 10735.9 ms [2021-05-28 20:44:42 main:574] : INFO : Epoch 2044 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 11422.7 ms [2021-05-28 20:44:53 main:574] : INFO : Epoch 2045 | loss: 0.031154 | val_loss: 0.0311638 | Time: 10395.2 ms [2021-05-28 20:45:03 main:574] : INFO : Epoch 2046 | loss: 0.0311521 | val_loss: 0.0311631 | Time: 10639.3 ms [2021-05-28 20:45:14 main:574] : INFO : Epoch 2047 | loss: 0.0311521 | val_loss: 0.0311628 | Time: 10920.7 ms [2021-05-28 20:45:26 main:574] : INFO : Epoch 2048 | loss: 0.0311515 | val_loss: 0.0311635 | Time: 11730 ms [2021-05-28 20:45:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311635 [2021-05-28 20:45:26 main:603] : INFO : Saving end state to config to file [2021-05-28 20:45:26 main:608] : INFO : Success, exiting.. 20:45:26 (51676): 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)