Task 3848026
| Name | ParityModified-1611091112-24663-4_0 |
| Workunit | 2014529 |
| Created | 25 Jan 2021, 22:24:17 UTC |
| Sent | 25 Jan 2021, 22:24:42 UTC |
| Report deadline | 1 Feb 2021, 22:24:42 UTC |
| Received | 26 Jan 2021, 0:39:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 24 sec |
| CPU time | 1 hours 9 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 2045.97 ms [2021-01-26 00:21:46 main:574] : INFO : Epoch 1543 | loss: 0.0311773 | val_loss: 0.0311815 | Time: 2047.5 ms [2021-01-26 00:21:48 main:574] : INFO : Epoch 1544 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 2045.79 ms [2021-01-26 00:21:50 main:574] : INFO : Epoch 1545 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 2047.8 ms [2021-01-26 00:21:53 main:574] : INFO : Epoch 1546 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 2044.86 ms [2021-01-26 00:21:55 main:574] : INFO : Epoch 1547 | loss: 0.031177 | val_loss: 0.0311813 | Time: 2044.01 ms [2021-01-26 00:21:57 main:574] : INFO : Epoch 1548 | loss: 0.0311774 | val_loss: 0.0311831 | Time: 2042.85 ms [2021-01-26 00:21:59 main:574] : INFO : Epoch 1549 | loss: 0.0311787 | val_loss: 0.0311821 | Time: 2046.38 ms [2021-01-26 00:22:01 main:574] : INFO : Epoch 1550 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2050.01 ms [2021-01-26 00:22:03 main:574] : INFO : Epoch 1551 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 2045 ms [2021-01-26 00:22:05 main:574] : INFO : Epoch 1552 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 2043.51 ms [2021-01-26 00:22:07 main:574] : INFO : Epoch 1553 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 2047.2 ms [2021-01-26 00:22:09 main:574] : INFO : Epoch 1554 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 2049.65 ms [2021-01-26 00:22:11 main:574] : INFO : Epoch 1555 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2053.76 ms [2021-01-26 00:22:13 main:574] : INFO : Epoch 1556 | loss: 0.0311766 | val_loss: 0.0311818 | Time: 2050.69 ms [2021-01-26 00:22:15 main:574] : INFO : Epoch 1557 | loss: 0.031176 | val_loss: 0.031179 | Time: 2048.93 ms [2021-01-26 00:22:17 main:574] : INFO : Epoch 1558 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 2049.3 ms [2021-01-26 00:22:19 main:574] : INFO : Epoch 1559 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 2045.21 ms [2021-01-26 00:22:21 main:574] : INFO : Epoch 1560 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 2043.57 ms [2021-01-26 00:22:23 main:574] : INFO : Epoch 1561 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2049.8 ms [2021-01-26 00:22:25 main:574] : INFO : Epoch 1562 | loss: 0.0311763 | val_loss: 0.0311804 | Time: 2045.96 ms [2021-01-26 00:22:28 main:574] : INFO : Epoch 1563 | loss: 0.031178 | val_loss: 0.0311831 | Time: 2046.19 ms [2021-01-26 00:22:30 main:574] : INFO : Epoch 1564 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 2049.97 ms [2021-01-26 00:22:32 main:574] : INFO : Epoch 1565 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2051.3 ms [2021-01-26 00:22:34 main:574] : INFO : Epoch 1566 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2047.68 ms [2021-01-26 00:22:36 main:574] : INFO : Epoch 1567 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 2049.45 ms [2021-01-26 00:22:38 main:574] : INFO : Epoch 1568 | loss: 0.0311773 | val_loss: 0.031183 | Time: 2041.94 ms [2021-01-26 00:22:40 main:574] : INFO : Epoch 1569 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 2052.13 ms [2021-01-26 00:22:42 main:574] : INFO : Epoch 1570 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 2048.84 ms [2021-01-26 00:22:44 main:574] : INFO : Epoch 1571 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 2046.05 ms [2021-01-26 00:22:46 main:574] : INFO : Epoch 1572 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 2049.01 ms [2021-01-26 00:22:48 main:574] : INFO : Epoch 1573 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 2044.75 ms [2021-01-26 00:22:50 main:574] : INFO : Epoch 1574 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 2053.81 ms [2021-01-26 00:22:52 main:574] : INFO : Epoch 1575 | loss: 0.0311728 | val_loss: 0.0311781 | Time: 2049.67 ms [2021-01-26 00:22:54 main:574] : INFO : Epoch 1576 | loss: 0.0311744 | val_loss: 0.0311775 | Time: 2044.65 ms [2021-01-26 00:22:56 main:574] : INFO : Epoch 1577 | loss: 0.031173 | val_loss: 0.031178 | Time: 2046.66 ms [2021-01-26 00:22:58 main:574] : INFO : Epoch 1578 | loss: 0.0311724 | val_loss: 0.031181 | Time: 2048.88 ms [2021-01-26 00:23:00 main:574] : INFO : Epoch 1579 | loss: 0.0311733 | val_loss: 0.0311799 | Time: 2046.93 ms [2021-01-26 00:23:03 main:574] : INFO : Epoch 1580 | loss: 0.0311717 | val_loss: 0.03118 | Time: 2041.63 ms [2021-01-26 00:23:05 main:574] : INFO : Epoch 1581 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2051.59 ms [2021-01-26 00:23:07 main:574] : INFO : Epoch 1582 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 2047.79 ms [2021-01-26 00:23:09 main:574] : INFO : Epoch 1583 | loss: 0.0311733 | val_loss: 0.0311861 | Time: 2051.92 ms [2021-01-26 00:23:11 main:574] : INFO : Epoch 1584 | loss: 0.0311731 | val_loss: 0.0311806 | Time: 2056.29 ms [2021-01-26 00:23:13 main:574] : INFO : Epoch 1585 | loss: 0.0311739 | val_loss: 0.0311799 | Time: 2047.46 ms [2021-01-26 00:23:15 main:574] : INFO : Epoch 1586 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 2048.3 ms [2021-01-26 00:23:17 main:574] : INFO : Epoch 1587 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 2045.95 ms [2021-01-26 00:23:19 main:574] : INFO : Epoch 1588 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 2048.65 ms [2021-01-26 00:23:21 main:574] : INFO : Epoch 1589 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2045.63 ms [2021-01-26 00:23:23 main:574] : INFO : Epoch 1590 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2047.58 ms [2021-01-26 00:23:25 main:574] : INFO : Epoch 1591 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2049.27 ms [2021-01-26 00:23:27 main:574] : INFO : Epoch 1592 | loss: 0.031173 | val_loss: 0.0311823 | Time: 2049.73 ms [2021-01-26 00:23:29 main:574] : INFO : Epoch 1593 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2047.39 ms [2021-01-26 00:23:31 main:574] : INFO : Epoch 1594 | loss: 0.0311752 | val_loss: 0.031182 | Time: 2043.95 ms [2021-01-26 00:23:33 main:574] : INFO : Epoch 1595 | loss: 0.0311751 | val_loss: 0.0311818 | Time: 2048.31 ms [2021-01-26 00:23:36 main:574] : INFO : Epoch 1596 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 2048.62 ms [2021-01-26 00:23:38 main:574] : INFO : Epoch 1597 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 2050.21 ms [2021-01-26 00:23:40 main:574] : INFO : Epoch 1598 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 2047.07 ms [2021-01-26 00:23:42 main:574] : INFO : Epoch 1599 | loss: 0.0311767 | val_loss: 0.0311797 | Time: 2051.76 ms [2021-01-26 00:23:44 main:574] : INFO : Epoch 1600 | loss: 0.0311803 | val_loss: 0.031184 | Time: 2044.42 ms [2021-01-26 00:23:46 main:574] : INFO : Epoch 1601 | loss: 0.0311839 | val_loss: 0.0311791 | Time: 2045.24 ms [2021-01-26 00:23:48 main:574] : INFO : Epoch 1602 | loss: 0.0311818 | val_loss: 0.0311805 | Time: 2045.85 ms [2021-01-26 00:23:50 main:574] : INFO : Epoch 1603 | loss: 0.031181 | val_loss: 0.0311798 | Time: 2049.58 ms [2021-01-26 00:23:52 main:574] : INFO : Epoch 1604 | loss: 0.0311801 | val_loss: 0.0311807 | Time: 2039.69 ms [2021-01-26 00:23:54 main:574] : INFO : Epoch 1605 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 2052.45 ms [2021-01-26 00:23:56 main:574] : INFO : Epoch 1606 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 2050.98 ms [2021-01-26 00:23:58 main:574] : INFO : Epoch 1607 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2046.68 ms [2021-01-26 00:24:00 main:574] : INFO : Epoch 1608 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2046.06 ms [2021-01-26 00:24:02 main:574] : INFO : Epoch 1609 | loss: 0.0311788 | val_loss: 0.0311814 | Time: 2045.22 ms [2021-01-26 00:24:04 main:574] : INFO : Epoch 1610 | loss: 0.0311806 | val_loss: 0.0311884 | Time: 2049.61 ms [2021-01-26 00:24:06 main:574] : INFO : Epoch 1611 | loss: 0.0311829 | val_loss: 0.0311832 | Time: 2050.86 ms [2021-01-26 00:24:08 main:574] : INFO : Epoch 1612 | loss: 0.0311825 | val_loss: 0.031183 | Time: 2053.96 ms [2021-01-26 00:24:11 main:574] : INFO : Epoch 1613 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 2053.49 ms [2021-01-26 00:24:13 main:574] : INFO : Epoch 1614 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 2047.79 ms [2021-01-26 00:24:15 main:574] : INFO : Epoch 1615 | loss: 0.0311802 | val_loss: 0.0311842 | Time: 2050.45 ms [2021-01-26 00:24:17 main:574] : INFO : Epoch 1616 | loss: 0.0311795 | val_loss: 0.0311845 | Time: 2046.2 ms [2021-01-26 00:24:19 main:574] : INFO : Epoch 1617 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 2047.16 ms [2021-01-26 00:24:21 main:574] : INFO : Epoch 1618 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 2049.23 ms [2021-01-26 00:24:23 main:574] : INFO : Epoch 1619 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2048.66 ms [2021-01-26 00:24:25 main:574] : INFO : Epoch 1620 | loss: 0.0311782 | val_loss: 0.0311832 | Time: 2047.6 ms [2021-01-26 00:24:27 main:574] : INFO : Epoch 1621 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 2043.39 ms [2021-01-26 00:24:29 main:574] : INFO : Epoch 1622 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 2049.64 ms [2021-01-26 00:24:31 main:574] : INFO : Epoch 1623 | loss: 0.031178 | val_loss: 0.031183 | Time: 2050.65 ms [2021-01-26 00:24:33 main:574] : INFO : Epoch 1624 | loss: 0.031179 | val_loss: 0.0311869 | Time: 2048.67 ms [2021-01-26 00:24:35 main:574] : INFO : Epoch 1625 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 2045.02 ms [2021-01-26 00:24:37 main:574] : INFO : Epoch 1626 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 2048.48 ms [2021-01-26 00:24:39 main:574] : INFO : Epoch 1627 | loss: 0.0311773 | val_loss: 0.0311833 | Time: 2043.25 ms [2021-01-26 00:24:41 main:574] : INFO : Epoch 1628 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 2047.16 ms [2021-01-26 00:24:43 main:574] : INFO : Epoch 1629 | loss: 0.0311775 | val_loss: 0.0311874 | Time: 2057.07 ms [2021-01-26 00:24:46 main:574] : INFO : Epoch 1630 | loss: 0.0311812 | val_loss: 0.0311883 | Time: 2044.38 ms [2021-01-26 00:24:48 main:574] : INFO : Epoch 1631 | loss: 0.0311795 | val_loss: 0.031184 | Time: 2048.89 ms [2021-01-26 00:24:50 main:574] : INFO : Epoch 1632 | loss: 0.0311765 | val_loss: 0.0311867 | Time: 2051.29 ms [2021-01-26 00:24:52 main:574] : INFO : Epoch 1633 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 2051.78 ms [2021-01-26 00:24:54 main:574] : INFO : Epoch 1634 | loss: 0.031177 | val_loss: 0.0311825 | Time: 2042.54 ms [2021-01-26 00:24:56 main:574] : INFO : Epoch 1635 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2041.78 ms [2021-01-26 00:24:58 main:574] : INFO : Epoch 1636 | loss: 0.0311753 | val_loss: 0.0311845 | Time: 2043.18 ms [2021-01-26 00:25:00 main:574] : INFO : Epoch 1637 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 2045.65 ms [2021-01-26 00:25:02 main:574] : INFO : Epoch 1638 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2047.42 ms [2021-01-26 00:25:04 main:574] : INFO : Epoch 1639 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 2048.26 ms [2021-01-26 00:25:06 main:574] : INFO : Epoch 1640 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 2050.78 ms [2021-01-26 00:25:08 main:574] : INFO : Epoch 1641 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2049.79 ms [2021-01-26 00:25:10 main:574] : INFO : Epoch 1642 | loss: 0.0311757 | val_loss: 0.0311825 | Time: 2045.68 ms [2021-01-26 00:25:12 main:574] : INFO : Epoch 1643 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2049.28 ms [2021-01-26 00:25:14 main:574] : INFO : Epoch 1644 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2048.65 ms [2021-01-26 00:25:16 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 2065.2 ms [2021-01-26 00:25:18 main:574] : INFO : Epoch 1646 | loss: 0.0311758 | val_loss: 0.0311832 | Time: 2049.33 ms [2021-01-26 00:25:21 main:574] : INFO : Epoch 1647 | loss: 0.0311772 | val_loss: 0.0311811 | Time: 2048.89 ms [2021-01-26 00:25:23 main:574] : INFO : Epoch 1648 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 2044.9 ms [2021-01-26 00:25:25 main:574] : INFO : Epoch 1649 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2045.49 ms [2021-01-26 00:25:27 main:574] : INFO : Epoch 1650 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 2053.64 ms [2021-01-26 00:25:29 main:574] : INFO : Epoch 1651 | loss: 0.031174 | val_loss: 0.0311871 | Time: 2050.67 ms [2021-01-26 00:25:31 main:574] : INFO : Epoch 1652 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 2046.24 ms [2021-01-26 00:25:33 main:574] : INFO : Epoch 1653 | loss: 0.0311746 | val_loss: 0.0311829 | Time: 2052.01 ms [2021-01-26 00:25:35 main:574] : INFO : Epoch 1654 | loss: 0.0311749 | val_loss: 0.0311813 | Time: 2046.52 ms [2021-01-26 00:25:37 main:574] : INFO : Epoch 1655 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 2048.29 ms [2021-01-26 00:25:39 main:574] : INFO : Epoch 1656 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2048.65 ms [2021-01-26 00:25:41 main:574] : INFO : Epoch 1657 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2047.62 ms [2021-01-26 00:25:43 main:574] : INFO : Epoch 1658 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 2050.98 ms [2021-01-26 00:25:45 main:574] : INFO : Epoch 1659 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2046.97 ms [2021-01-26 00:25:47 main:574] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 2041.78 ms [2021-01-26 00:25:49 main:574] : INFO : Epoch 1661 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 2048.08 ms [2021-01-26 00:25:51 main:574] : INFO : Epoch 1662 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2043.37 ms [2021-01-26 00:25:54 main:574] : INFO : Epoch 1663 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 2048.06 ms [2021-01-26 00:25:56 main:574] : INFO : Epoch 1664 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 2048.28 ms [2021-01-26 00:25:58 main:574] : INFO : Epoch 1665 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 2045.64 ms [2021-01-26 00:26:00 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311818 | Time: 2048.5 ms [2021-01-26 00:26:02 main:574] : INFO : Epoch 1667 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 2043.77 ms [2021-01-26 00:26:04 main:574] : INFO : Epoch 1668 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 2047.48 ms [2021-01-26 00:26:06 main:574] : INFO : Epoch 1669 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2051.38 ms [2021-01-26 00:26:08 main:574] : INFO : Epoch 1670 | loss: 0.031174 | val_loss: 0.0311826 | Time: 2047.65 ms [2021-01-26 00:26:10 main:574] : INFO : Epoch 1671 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 2047.78 ms [2021-01-26 00:26:12 main:574] : INFO : Epoch 1672 | loss: 0.0311738 | val_loss: 0.0311843 | Time: 2050.44 ms [2021-01-26 00:26:14 main:574] : INFO : Epoch 1673 | loss: 0.0311735 | val_loss: 0.0311824 | Time: 2048.72 ms [2021-01-26 00:26:16 main:574] : INFO : Epoch 1674 | loss: 0.0311738 | val_loss: 0.0311863 | Time: 2042.54 ms [2021-01-26 00:26:18 main:574] : INFO : Epoch 1675 | loss: 0.0311728 | val_loss: 0.0311839 | Time: 2051.31 ms [2021-01-26 00:26:20 main:574] : INFO : Epoch 1676 | loss: 0.0311732 | val_loss: 0.0311815 | Time: 2052.47 ms [2021-01-26 00:26:22 main:574] : INFO : Epoch 1677 | loss: 0.0311756 | val_loss: 0.0311887 | Time: 2046.06 ms [2021-01-26 00:26:24 main:574] : INFO : Epoch 1678 | loss: 0.031179 | val_loss: 0.0311821 | Time: 2044.54 ms [2021-01-26 00:26:26 main:574] : INFO : Epoch 1679 | loss: 0.0311796 | val_loss: 0.0311829 | Time: 2051.52 ms [2021-01-26 00:26:29 main:574] : INFO : Epoch 1680 | loss: 0.0311768 | val_loss: 0.031186 | Time: 2042.42 ms [2021-01-26 00:26:31 main:574] : INFO : Epoch 1681 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 2048.82 ms [2021-01-26 00:26:33 main:574] : INFO : Epoch 1682 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 2042.87 ms [2021-01-26 00:26:35 main:574] : INFO : Epoch 1683 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2049.53 ms [2021-01-26 00:26:37 main:574] : INFO : Epoch 1684 | loss: 0.0311768 | val_loss: 0.0311839 | Time: 2047.44 ms [2021-01-26 00:26:39 main:574] : INFO : Epoch 1685 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 2046.39 ms [2021-01-26 00:26:41 main:574] : INFO : Epoch 1686 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 2056.43 ms [2021-01-26 00:26:43 main:574] : INFO : Epoch 1687 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 2048.85 ms [2021-01-26 00:26:45 main:574] : INFO : Epoch 1688 | loss: 0.0311749 | val_loss: 0.031184 | Time: 2047.62 ms [2021-01-26 00:26:47 main:574] : INFO : Epoch 1689 | loss: 0.0311746 | val_loss: 0.031184 | Time: 2051.27 ms [2021-01-26 00:26:49 main:574] : INFO : Epoch 1690 | loss: 0.0311753 | val_loss: 0.0311827 | Time: 2049.76 ms [2021-01-26 00:26:51 main:574] : INFO : Epoch 1691 | loss: 0.031175 | val_loss: 0.0311834 | Time: 2051.61 ms [2021-01-26 00:26:53 main:574] : INFO : Epoch 1692 | loss: 0.0311751 | val_loss: 0.0311831 | Time: 2049.25 ms [2021-01-26 00:26:55 main:574] : INFO : Epoch 1693 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 2047.39 ms [2021-01-26 00:26:57 main:574] : INFO : Epoch 1694 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 2049.13 ms [2021-01-26 00:26:59 main:574] : INFO : Epoch 1695 | loss: 0.0311751 | val_loss: 0.0311844 | Time: 2059.2 ms [2021-01-26 00:27:01 main:574] : INFO : Epoch 1696 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 2048.26 ms [2021-01-26 00:27:04 main:574] : INFO : Epoch 1697 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 2047.97 ms [2021-01-26 00:27:06 main:574] : INFO : Epoch 1698 | loss: 0.0311782 | val_loss: 0.0311873 | Time: 2047.01 ms [2021-01-26 00:27:08 main:574] : INFO : Epoch 1699 | loss: 0.0311756 | val_loss: 0.0311883 | Time: 2049.3 ms [2021-01-26 00:27:10 main:574] : INFO : Epoch 1700 | loss: 0.031175 | val_loss: 0.0311817 | Time: 2045.23 ms [2021-01-26 00:27:12 main:574] : INFO : Epoch 1701 | loss: 0.0311732 | val_loss: 0.031182 | Time: 2050.16 ms [2021-01-26 00:27:14 main:574] : INFO : Epoch 1702 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 2040.67 ms [2021-01-26 00:27:16 main:574] : INFO : Epoch 1703 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 2047.76 ms [2021-01-26 00:27:18 main:574] : INFO : Epoch 1704 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 2045.15 ms [2021-01-26 00:27:20 main:574] : INFO : Epoch 1705 | loss: 0.0311728 | val_loss: 0.0311841 | Time: 2042.1 ms [2021-01-26 00:27:22 main:574] : INFO : Epoch 1706 | loss: 0.0311736 | val_loss: 0.0311833 | Time: 2042.69 ms [2021-01-26 00:27:24 main:574] : INFO : Epoch 1707 | loss: 0.0311726 | val_loss: 0.0311836 | Time: 2046.74 ms [2021-01-26 00:27:26 main:574] : INFO : Epoch 1708 | loss: 0.0311726 | val_loss: 0.0311875 | Time: 2045.76 ms [2021-01-26 00:27:28 main:574] : INFO : Epoch 1709 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2048.99 ms [2021-01-26 00:27:30 main:574] : INFO : Epoch 1710 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 2051.46 ms [2021-01-26 00:27:32 main:574] : INFO : Epoch 1711 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 2049.33 ms [2021-01-26 00:27:34 main:574] : INFO : Epoch 1712 | loss: 0.0311723 | val_loss: 0.0311887 | Time: 2049.17 ms [2021-01-26 00:27:36 main:574] : INFO : Epoch 1713 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 2049.37 ms [2021-01-26 00:27:39 main:574] : INFO : Epoch 1714 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 2049 ms [2021-01-26 00:27:41 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311818 | Time: 2048.03 ms [2021-01-26 00:27:43 main:574] : INFO : Epoch 1716 | loss: 0.0311727 | val_loss: 0.0311836 | Time: 2042.4 ms [2021-01-26 00:27:45 main:574] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 2052.78 ms [2021-01-26 00:27:47 main:574] : INFO : Epoch 1718 | loss: 0.031176 | val_loss: 0.031183 | Time: 2043.1 ms [2021-01-26 00:27:49 main:574] : INFO : Epoch 1719 | loss: 0.0311747 | val_loss: 0.0311856 | Time: 2056.31 ms [2021-01-26 00:27:51 main:574] : INFO : Epoch 1720 | loss: 0.0311735 | val_loss: 0.0311846 | Time: 2052.57 ms [2021-01-26 00:27:53 main:574] : INFO : Epoch 1721 | loss: 0.031173 | val_loss: 0.0311825 | Time: 2052.83 ms [2021-01-26 00:27:55 main:574] : INFO : Epoch 1722 | loss: 0.031172 | val_loss: 0.0311831 | Time: 2052.2 ms [2021-01-26 00:27:57 main:574] : INFO : Epoch 1723 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2052.4 ms [2021-01-26 00:27:59 main:574] : INFO : Epoch 1724 | loss: 0.031176 | val_loss: 0.031185 | Time: 2047.28 ms [2021-01-26 00:28:01 main:574] : INFO : Epoch 1725 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 2046.33 ms [2021-01-26 00:28:03 main:574] : INFO : Epoch 1726 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 2048.09 ms [2021-01-26 00:28:05 main:574] : INFO : Epoch 1727 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 2048.27 ms [2021-01-26 00:28:07 main:574] : INFO : Epoch 1728 | loss: 0.0311772 | val_loss: 0.0311844 | Time: 2048.55 ms [2021-01-26 00:28:09 main:574] : INFO : Epoch 1729 | loss: 0.0311771 | val_loss: 0.0311867 | Time: 2045.95 ms [2021-01-26 00:28:12 main:574] : INFO : Epoch 1730 | loss: 0.0311763 | val_loss: 0.0311853 | Time: 2041.62 ms [2021-01-26 00:28:14 main:574] : INFO : Epoch 1731 | loss: 0.0311765 | val_loss: 0.031183 | Time: 2048.6 ms [2021-01-26 00:28:16 main:574] : INFO : Epoch 1732 | loss: 0.0311757 | val_loss: 0.031184 | Time: 2045.88 ms [2021-01-26 00:28:18 main:574] : INFO : Epoch 1733 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 2047.62 ms [2021-01-26 00:28:20 main:574] : INFO : Epoch 1734 | loss: 0.0311783 | val_loss: 0.0311868 | Time: 2048.51 ms [2021-01-26 00:28:22 main:574] : INFO : Epoch 1735 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2044.43 ms [2021-01-26 00:28:24 main:574] : INFO : Epoch 1736 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 2046.52 ms [2021-01-26 00:28:26 main:574] : INFO : Epoch 1737 | loss: 0.0311754 | val_loss: 0.031184 | Time: 2043.17 ms [2021-01-26 00:28:28 main:574] : INFO : Epoch 1738 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 2050.48 ms [2021-01-26 00:28:30 main:574] : INFO : Epoch 1739 | loss: 0.0311791 | val_loss: 0.0311825 | Time: 2047.15 ms [2021-01-26 00:28:32 main:574] : INFO : Epoch 1740 | loss: 0.0311771 | val_loss: 0.0311835 | Time: 2045.76 ms [2021-01-26 00:28:34 main:574] : INFO : Epoch 1741 | loss: 0.0311762 | val_loss: 0.0311841 | Time: 2052.37 ms [2021-01-26 00:28:36 main:574] : INFO : Epoch 1742 | loss: 0.0311758 | val_loss: 0.031183 | Time: 2053.64 ms [2021-01-26 00:28:38 main:574] : INFO : Epoch 1743 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2054.88 ms [2021-01-26 00:28:40 main:574] : INFO : Epoch 1744 | loss: 0.031174 | val_loss: 0.031182 | Time: 2045.35 ms [2021-01-26 00:28:42 main:574] : INFO : Epoch 1745 | loss: 0.0311744 | val_loss: 0.0311807 | Time: 2046.94 ms [2021-01-26 00:28:44 main:574] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.031181 | Time: 2053.35 ms [2021-01-26 00:28:47 main:574] : INFO : Epoch 1747 | loss: 0.0311725 | val_loss: 0.0311816 | Time: 2051.76 ms [2021-01-26 00:28:49 main:574] : INFO : Epoch 1748 | loss: 0.0311741 | val_loss: 0.0311824 | Time: 2048.34 ms [2021-01-26 00:28:51 main:574] : INFO : Epoch 1749 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 2048.33 ms [2021-01-26 00:28:53 main:574] : INFO : Epoch 1750 | loss: 0.031174 | val_loss: 0.0311806 | Time: 2042.22 ms [2021-01-26 00:28:55 main:574] : INFO : Epoch 1751 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 2051.03 ms [2021-01-26 00:28:57 main:574] : INFO : Epoch 1752 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 2047.27 ms [2021-01-26 00:28:59 main:574] : INFO : Epoch 1753 | loss: 0.0311727 | val_loss: 0.0311801 | Time: 2044.15 ms [2021-01-26 00:29:01 main:574] : INFO : Epoch 1754 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 2045.87 ms [2021-01-26 00:29:03 main:574] : INFO : Epoch 1755 | loss: 0.031172 | val_loss: 0.03118 | Time: 2050.42 ms [2021-01-26 00:29:05 main:574] : INFO : Epoch 1756 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 2047.15 ms [2021-01-26 00:29:07 main:574] : INFO : Epoch 1757 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 2056.88 ms [2021-01-26 00:29:09 main:574] : INFO : Epoch 1758 | loss: 0.031172 | val_loss: 0.0311806 | Time: 2047.04 ms [2021-01-26 00:29:11 main:574] : INFO : Epoch 1759 | loss: 0.031171 | val_loss: 0.0311815 | Time: 2056.91 ms [2021-01-26 00:29:13 main:574] : INFO : Epoch 1760 | loss: 0.0311737 | val_loss: 0.0311878 | Time: 2046.07 ms [2021-01-26 00:29:15 main:574] : INFO : Epoch 1761 | loss: 0.0311734 | val_loss: 0.0311815 | Time: 2042.82 ms [2021-01-26 00:29:17 main:574] : INFO : Epoch 1762 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 2045.91 ms [2021-01-26 00:29:20 main:574] : INFO : Epoch 1763 | loss: 0.0311713 | val_loss: 0.0311834 | Time: 2045.39 ms [2021-01-26 00:29:22 main:574] : INFO : Epoch 1764 | loss: 0.031173 | val_loss: 0.0311807 | Time: 2043.74 ms [2021-01-26 00:29:24 main:574] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2049.77 ms [2021-01-26 00:29:26 main:574] : INFO : Epoch 1766 | loss: 0.0311707 | val_loss: 0.03118 | Time: 2046.28 ms [2021-01-26 00:29:28 main:574] : INFO : Epoch 1767 | loss: 0.031172 | val_loss: 0.03118 | Time: 2043.72 ms [2021-01-26 00:29:30 main:574] : INFO : Epoch 1768 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 2045.68 ms [2021-01-26 00:29:32 main:574] : INFO : Epoch 1769 | loss: 0.03117 | val_loss: 0.0311814 | Time: 2048.98 ms [2021-01-26 00:29:34 main:574] : INFO : Epoch 1770 | loss: 0.0311711 | val_loss: 0.0311805 | Time: 2044.41 ms [2021-01-26 00:29:36 main:574] : INFO : Epoch 1771 | loss: 0.0311727 | val_loss: 0.0311847 | Time: 2054.96 ms [2021-01-26 00:29:38 main:574] : INFO : Epoch 1772 | loss: 0.031171 | val_loss: 0.031181 | Time: 2043.34 ms [2021-01-26 00:29:40 main:574] : INFO : Epoch 1773 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 2048.06 ms [2021-01-26 00:29:42 main:574] : INFO : Epoch 1774 | loss: 0.0311697 | val_loss: 0.0311796 | Time: 2045.45 ms [2021-01-26 00:29:44 main:574] : INFO : Epoch 1775 | loss: 0.0311699 | val_loss: 0.0311852 | Time: 2050.82 ms [2021-01-26 00:29:46 main:574] : INFO : Epoch 1776 | loss: 0.0311714 | val_loss: 0.031187 | Time: 2049.32 ms [2021-01-26 00:29:48 main:574] : INFO : Epoch 1777 | loss: 0.031173 | val_loss: 0.0311813 | Time: 2048.99 ms [2021-01-26 00:29:50 main:574] : INFO : Epoch 1778 | loss: 0.0311718 | val_loss: 0.0311814 | Time: 2041.21 ms [2021-01-26 00:29:52 main:574] : INFO : Epoch 1779 | loss: 0.0311715 | val_loss: 0.0311825 | Time: 2043.72 ms [2021-01-26 00:29:55 main:574] : INFO : Epoch 1780 | loss: 0.0311688 | val_loss: 0.0311817 | Time: 2046.26 ms [2021-01-26 00:29:57 main:574] : INFO : Epoch 1781 | loss: 0.0311685 | val_loss: 0.0311816 | Time: 2052.17 ms [2021-01-26 00:29:59 main:574] : INFO : Epoch 1782 | loss: 0.03117 | val_loss: 0.0311809 | Time: 2043.32 ms [2021-01-26 00:30:01 main:574] : INFO : Epoch 1783 | loss: 0.0311691 | val_loss: 0.0311823 | Time: 2045.88 ms [2021-01-26 00:30:03 main:574] : INFO : Epoch 1784 | loss: 0.0311688 | val_loss: 0.0311836 | Time: 2049.61 ms [2021-01-26 00:30:05 main:574] : INFO : Epoch 1785 | loss: 0.0311691 | val_loss: 0.0311819 | Time: 2052.55 ms [2021-01-26 00:30:07 main:574] : INFO : Epoch 1786 | loss: 0.0311684 | val_loss: 0.0311807 | Time: 2046.6 ms [2021-01-26 00:30:09 main:574] : INFO : Epoch 1787 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 2051.04 ms [2021-01-26 00:30:11 main:574] : INFO : Epoch 1788 | loss: 0.0311689 | val_loss: 0.0311818 | Time: 2050.77 ms [2021-01-26 00:30:13 main:574] : INFO : Epoch 1789 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 2052.64 ms [2021-01-26 00:30:15 main:574] : INFO : Epoch 1790 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 2042.66 ms [2021-01-26 00:30:17 main:574] : INFO : Epoch 1791 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2043.05 ms [2021-01-26 00:30:19 main:574] : INFO : Epoch 1792 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 2040.55 ms [2021-01-26 00:30:21 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.031183 | Time: 2050.08 ms [2021-01-26 00:30:23 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311835 | Time: 2047.5 ms [2021-01-26 00:30:25 main:574] : INFO : Epoch 1795 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 2049.92 ms [2021-01-26 00:30:27 main:574] : INFO : Epoch 1796 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 2049.24 ms [2021-01-26 00:30:30 main:574] : INFO : Epoch 1797 | loss: 0.0311702 | val_loss: 0.0311847 | Time: 2051.08 ms [2021-01-26 00:30:32 main:574] : INFO : Epoch 1798 | loss: 0.0311724 | val_loss: 0.0311843 | Time: 2044.2 ms [2021-01-26 00:30:34 main:574] : INFO : Epoch 1799 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 2043.73 ms [2021-01-26 00:30:36 main:574] : INFO : Epoch 1800 | loss: 0.0311715 | val_loss: 0.0311819 | Time: 2048.21 ms [2021-01-26 00:30:38 main:574] : INFO : Epoch 1801 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 2048.78 ms [2021-01-26 00:30:40 main:574] : INFO : Epoch 1802 | loss: 0.0311703 | val_loss: 0.0311809 | Time: 2047.02 ms [2021-01-26 00:30:42 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311831 | Time: 2047.54 ms [2021-01-26 00:30:44 main:574] : INFO : Epoch 1804 | loss: 0.0311705 | val_loss: 0.031184 | Time: 2047.95 ms [2021-01-26 00:30:46 main:574] : INFO : Epoch 1805 | loss: 0.0311698 | val_loss: 0.0311838 | Time: 2046.71 ms [2021-01-26 00:30:48 main:574] : INFO : Epoch 1806 | loss: 0.0311708 | val_loss: 0.0311823 | Time: 2039.35 ms [2021-01-26 00:30:50 main:574] : INFO : Epoch 1807 | loss: 0.0311712 | val_loss: 0.0311851 | Time: 2047.67 ms [2021-01-26 00:30:52 main:574] : INFO : Epoch 1808 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 2050.36 ms [2021-01-26 00:30:54 main:574] : INFO : Epoch 1809 | loss: 0.0311729 | val_loss: 0.0311836 | Time: 2042.08 ms [2021-01-26 00:30:56 main:574] : INFO : Epoch 1810 | loss: 0.0311722 | val_loss: 0.031187 | Time: 2044.81 ms [2021-01-26 00:30:58 main:574] : INFO : Epoch 1811 | loss: 0.0311707 | val_loss: 0.031185 | Time: 2046.31 ms [2021-01-26 00:31:00 main:574] : INFO : Epoch 1812 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 2044.74 ms [2021-01-26 00:31:02 main:574] : INFO : Epoch 1813 | loss: 0.0311712 | val_loss: 0.0311838 | Time: 2051.12 ms [2021-01-26 00:31:05 main:574] : INFO : Epoch 1814 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 2048.8 ms [2021-01-26 00:31:07 main:574] : INFO : Epoch 1815 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2045.41 ms [2021-01-26 00:31:09 main:574] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.0311853 | Time: 2037.58 ms [2021-01-26 00:31:11 main:574] : INFO : Epoch 1817 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 2047.69 ms [2021-01-26 00:31:13 main:574] : INFO : Epoch 1818 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 2053.08 ms [2021-01-26 00:31:15 main:574] : INFO : Epoch 1819 | loss: 0.0311718 | val_loss: 0.0311835 | Time: 2047.91 ms [2021-01-26 00:31:17 main:574] : INFO : Epoch 1820 | loss: 0.0311722 | val_loss: 0.0311826 | Time: 2046.73 ms [2021-01-26 00:31:19 main:574] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.0311859 | Time: 2049.07 ms [2021-01-26 00:31:21 main:574] : INFO : Epoch 1822 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 2045.25 ms [2021-01-26 00:31:23 main:574] : INFO : Epoch 1823 | loss: 0.0311723 | val_loss: 0.0311842 | Time: 2050.52 ms [2021-01-26 00:31:25 main:574] : INFO : Epoch 1824 | loss: 0.0311719 | val_loss: 0.0311839 | Time: 2048.05 ms [2021-01-26 00:31:27 main:574] : INFO : Epoch 1825 | loss: 0.0311712 | val_loss: 0.0311823 | Time: 2047.44 ms [2021-01-26 00:31:29 main:574] : INFO : Epoch 1826 | loss: 0.0311704 | val_loss: 0.031184 | Time: 2050.1 ms [2021-01-26 00:31:31 main:574] : INFO : Epoch 1827 | loss: 0.0311715 | val_loss: 0.0311823 | Time: 2044.95 ms [2021-01-26 00:31:33 main:574] : INFO : Epoch 1828 | loss: 0.0311703 | val_loss: 0.0311841 | Time: 2047.28 ms [2021-01-26 00:31:35 main:574] : INFO : Epoch 1829 | loss: 0.0311708 | val_loss: 0.031183 | Time: 2051.54 ms [2021-01-26 00:31:37 main:574] : INFO : Epoch 1830 | loss: 0.0311705 | val_loss: 0.0311866 | Time: 2043.3 ms [2021-01-26 00:31:39 main:574] : INFO : Epoch 1831 | loss: 0.0311719 | val_loss: 0.0311819 | Time: 2048.44 ms [2021-01-26 00:31:42 main:574] : INFO : Epoch 1832 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 2048.82 ms [2021-01-26 00:31:44 main:574] : INFO : Epoch 1833 | loss: 0.0311723 | val_loss: 0.0311841 | Time: 2049.58 ms [2021-01-26 00:31:46 main:574] : INFO : Epoch 1834 | loss: 0.0311714 | val_loss: 0.0311868 | Time: 2046.11 ms [2021-01-26 00:31:48 main:574] : INFO : Epoch 1835 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 2043.43 ms [2021-01-26 00:31:50 main:574] : INFO : Epoch 1836 | loss: 0.0311711 | val_loss: 0.0311863 | Time: 2044.1 ms [2021-01-26 00:31:52 main:574] : INFO : Epoch 1837 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 2047.99 ms [2021-01-26 00:31:54 main:574] : INFO : Epoch 1838 | loss: 0.0311718 | val_loss: 0.0311853 | Time: 2047.38 ms [2021-01-26 00:31:56 main:574] : INFO : Epoch 1839 | loss: 0.0311702 | val_loss: 0.0311824 | Time: 2048.59 ms [2021-01-26 00:31:58 main:574] : INFO : Epoch 1840 | loss: 0.0311694 | val_loss: 0.0311845 | Time: 2053.98 ms [2021-01-26 00:32:00 main:574] : INFO : Epoch 1841 | loss: 0.03117 | val_loss: 0.0311811 | Time: 2049.62 ms [2021-01-26 00:32:02 main:574] : INFO : Epoch 1842 | loss: 0.031172 | val_loss: 0.0311808 | Time: 2050.34 ms [2021-01-26 00:32:04 main:574] : INFO : Epoch 1843 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 2051.44 ms [2021-01-26 00:32:06 main:574] : INFO : Epoch 1844 | loss: 0.03117 | val_loss: 0.0311816 | Time: 2047.19 ms [2021-01-26 00:32:08 main:574] : INFO : Epoch 1845 | loss: 0.0311704 | val_loss: 0.0311843 | Time: 2048.67 ms [2021-01-26 00:32:10 main:574] : INFO : Epoch 1846 | loss: 0.0311706 | val_loss: 0.0311821 | Time: 2042.67 ms [2021-01-26 00:32:12 main:574] : INFO : Epoch 1847 | loss: 0.0311695 | val_loss: 0.031184 | Time: 2048.96 ms [2021-01-26 00:32:15 main:574] : INFO : Epoch 1848 | loss: 0.0311694 | val_loss: 0.0311817 | Time: 2047.41 ms [2021-01-26 00:32:17 main:574] : INFO : Epoch 1849 | loss: 0.0311685 | val_loss: 0.0311813 | Time: 2048.4 ms [2021-01-26 00:32:19 main:574] : INFO : Epoch 1850 | loss: 0.0311694 | val_loss: 0.0311823 | Time: 2046.5 ms [2021-01-26 00:32:21 main:574] : INFO : Epoch 1851 | loss: 0.031169 | val_loss: 0.0311836 | Time: 2049.42 ms [2021-01-26 00:32:23 main:574] : INFO : Epoch 1852 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 2045.26 ms [2021-01-26 00:32:25 main:574] : INFO : Epoch 1853 | loss: 0.0311682 | val_loss: 0.0311812 | Time: 2051.68 ms [2021-01-26 00:32:27 main:574] : INFO : Epoch 1854 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 2046.97 ms [2021-01-26 00:32:29 main:574] : INFO : Epoch 1855 | loss: 0.0311676 | val_loss: 0.0311836 | Time: 2050.05 ms [2021-01-26 00:32:31 main:574] : INFO : Epoch 1856 | loss: 0.0311671 | val_loss: 0.0311842 | Time: 2049.79 ms [2021-01-26 00:32:33 main:574] : INFO : Epoch 1857 | loss: 0.0311675 | val_loss: 0.0311825 | Time: 2048.46 ms [2021-01-26 00:32:35 main:574] : INFO : Epoch 1858 | loss: 0.0311669 | val_loss: 0.0311817 | Time: 2045.24 ms [2021-01-26 00:32:37 main:574] : INFO : Epoch 1859 | loss: 0.0311673 | val_loss: 0.0311813 | Time: 2053.08 ms [2021-01-26 00:32:39 main:574] : INFO : Epoch 1860 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 2048.85 ms [2021-01-26 00:32:41 main:574] : INFO : Epoch 1861 | loss: 0.0311693 | val_loss: 0.0311822 | Time: 2051.43 ms [2021-01-26 00:32:43 main:574] : INFO : Epoch 1862 | loss: 0.0311684 | val_loss: 0.0311809 | Time: 2044.32 ms [2021-01-26 00:32:45 main:574] : INFO : Epoch 1863 | loss: 0.0311683 | val_loss: 0.0311914 | Time: 2046.94 ms [2021-01-26 00:32:47 main:574] : INFO : Epoch 1864 | loss: 0.0311699 | val_loss: 0.0311824 | Time: 2041.89 ms [2021-01-26 00:32:50 main:574] : INFO : Epoch 1865 | loss: 0.031167 | val_loss: 0.0311847 | Time: 2047.02 ms [2021-01-26 00:32:52 main:574] : INFO : Epoch 1866 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 2047.5 ms [2021-01-26 00:32:54 main:574] : INFO : Epoch 1867 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 2047.54 ms [2021-01-26 00:32:56 main:574] : INFO : Epoch 1868 | loss: 0.0311708 | val_loss: 0.031185 | Time: 2050.59 ms [2021-01-26 00:32:58 main:574] : INFO : Epoch 1869 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 2052.15 ms [2021-01-26 00:33:00 main:574] : INFO : Epoch 1870 | loss: 0.0311714 | val_loss: 0.031183 | Time: 2043.41 ms [2021-01-26 00:33:02 main:574] : INFO : Epoch 1871 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 2050.37 ms [2021-01-26 00:33:04 main:574] : INFO : Epoch 1872 | loss: 0.0311682 | val_loss: 0.0311821 | Time: 2046.62 ms [2021-01-26 00:33:06 main:574] : INFO : Epoch 1873 | loss: 0.031168 | val_loss: 0.0311812 | Time: 2048.53 ms [2021-01-26 00:33:08 main:574] : INFO : Epoch 1874 | loss: 0.0311665 | val_loss: 0.0311807 | Time: 2048.27 ms [2021-01-26 00:33:10 main:574] : INFO : Epoch 1875 | loss: 0.0311673 | val_loss: 0.0311809 | Time: 2049.01 ms [2021-01-26 00:33:12 main:574] : INFO : Epoch 1876 | loss: 0.0311681 | val_loss: 0.0311812 | Time: 2046.99 ms [2021-01-26 00:33:14 main:574] : INFO : Epoch 1877 | loss: 0.031167 | val_loss: 0.0311802 | Time: 2049.94 ms [2021-01-26 00:33:16 main:574] : INFO : Epoch 1878 | loss: 0.0311715 | val_loss: 0.0311812 | Time: 2044.21 ms [2021-01-26 00:33:18 main:574] : INFO : Epoch 1879 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 2046.92 ms [2021-01-26 00:33:20 main:574] : INFO : Epoch 1880 | loss: 0.0311727 | val_loss: 0.0311818 | Time: 2036.56 ms [2021-01-26 00:33:22 main:574] : INFO : Epoch 1881 | loss: 0.0311728 | val_loss: 0.0311796 | Time: 2045.04 ms [2021-01-26 00:33:25 main:574] : INFO : Epoch 1882 | loss: 0.031173 | val_loss: 0.0311812 | Time: 2047.87 ms [2021-01-26 00:33:27 main:574] : INFO : Epoch 1883 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2050.85 ms [2021-01-26 00:33:29 main:574] : INFO : Epoch 1884 | loss: 0.0311732 | val_loss: 0.0311797 | Time: 2046.73 ms [2021-01-26 00:33:31 main:574] : INFO : Epoch 1885 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 2046.33 ms [2021-01-26 00:33:33 main:574] : INFO : Epoch 1886 | loss: 0.031172 | val_loss: 0.0311787 | Time: 2045.93 ms [2021-01-26 00:33:35 main:574] : INFO : Epoch 1887 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2049.59 ms [2021-01-26 00:33:37 main:574] : INFO : Epoch 1888 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2042.83 ms [2021-01-26 00:33:39 main:574] : INFO : Epoch 1889 | loss: 0.0311711 | val_loss: 0.0311835 | Time: 2040.53 ms [2021-01-26 00:33:41 main:574] : INFO : Epoch 1890 | loss: 0.0311707 | val_loss: 0.0311792 | Time: 2047.22 ms [2021-01-26 00:33:43 main:574] : INFO : Epoch 1891 | loss: 0.0311707 | val_loss: 0.0311796 | Time: 2049.84 ms [2021-01-26 00:33:45 main:574] : INFO : Epoch 1892 | loss: 0.0311717 | val_loss: 0.0311814 | Time: 2041.13 ms [2021-01-26 00:33:47 main:574] : INFO : Epoch 1893 | loss: 0.0311709 | val_loss: 0.0311799 | Time: 2042.32 ms [2021-01-26 00:33:49 main:574] : INFO : Epoch 1894 | loss: 0.0311711 | val_loss: 0.0311788 | Time: 2047.09 ms [2021-01-26 00:33:51 main:574] : INFO : Epoch 1895 | loss: 0.0311708 | val_loss: 0.0311846 | Time: 2049.69 ms [2021-01-26 00:33:53 main:574] : INFO : Epoch 1896 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 2048.09 ms [2021-01-26 00:33:55 main:574] : INFO : Epoch 1897 | loss: 0.0311692 | val_loss: 0.0311796 | Time: 2048.97 ms [2021-01-26 00:33:57 main:574] : INFO : Epoch 1898 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 2043.43 ms [2021-01-26 00:34:00 main:574] : INFO : Epoch 1899 | loss: 0.031169 | val_loss: 0.0311806 | Time: 2048.56 ms [2021-01-26 00:34:02 main:574] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311775 | Time: 2045.63 ms [2021-01-26 00:34:04 main:574] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2047.13 ms [2021-01-26 00:34:06 main:574] : INFO : Epoch 1902 | loss: 0.0311688 | val_loss: 0.0311788 | Time: 2048.18 ms [2021-01-26 00:34:08 main:574] : INFO : Epoch 1903 | loss: 0.0311691 | val_loss: 0.031179 | Time: 2044.61 ms [2021-01-26 00:34:10 main:574] : INFO : Epoch 1904 | loss: 0.0311698 | val_loss: 0.0311805 | Time: 2044.25 ms [2021-01-26 00:34:12 main:574] : INFO : Epoch 1905 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 2043.86 ms [2021-01-26 00:34:14 main:574] : INFO : Epoch 1906 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 2048.68 ms [2021-01-26 00:34:16 main:574] : INFO : Epoch 1907 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 2048.62 ms [2021-01-26 00:34:18 main:574] : INFO : Epoch 1908 | loss: 0.0311675 | val_loss: 0.0311781 | Time: 2045.86 ms [2021-01-26 00:34:20 main:574] : INFO : Epoch 1909 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2043.71 ms [2021-01-26 00:34:22 main:574] : INFO : Epoch 1910 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 2046.14 ms [2021-01-26 00:34:24 main:574] : INFO : Epoch 1911 | loss: 0.0311677 | val_loss: 0.0311808 | Time: 2042.64 ms [2021-01-26 00:34:26 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0311776 | Time: 2048.15 ms [2021-01-26 00:34:28 main:574] : INFO : Epoch 1913 | loss: 0.0311683 | val_loss: 0.031179 | Time: 2045.16 ms [2021-01-26 00:34:30 main:574] : INFO : Epoch 1914 | loss: 0.0311707 | val_loss: 0.0311779 | Time: 2046.11 ms [2021-01-26 00:34:32 main:574] : INFO : Epoch 1915 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 2039.79 ms [2021-01-26 00:34:35 main:574] : INFO : Epoch 1916 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 2039 ms [2021-01-26 00:34:37 main:574] : INFO : Epoch 1917 | loss: 0.0311742 | val_loss: 0.0311935 | Time: 2052.06 ms [2021-01-26 00:34:39 main:574] : INFO : Epoch 1918 | loss: 0.0311976 | val_loss: 0.0312133 | Time: 2050.27 ms [2021-01-26 00:34:41 main:574] : INFO : Epoch 1919 | loss: 0.0334189 | val_loss: 0.0342015 | Time: 2047.35 ms [2021-01-26 00:34:43 main:574] : INFO : Epoch 1920 | loss: 0.0331581 | val_loss: 0.0316328 | Time: 2045.31 ms [2021-01-26 00:34:45 main:574] : INFO : Epoch 1921 | loss: 0.0315019 | val_loss: 0.0313686 | Time: 2053.53 ms [2021-01-26 00:34:47 main:574] : INFO : Epoch 1922 | loss: 0.0312659 | val_loss: 0.0312334 | Time: 2042.46 ms [2021-01-26 00:34:49 main:574] : INFO : Epoch 1923 | loss: 0.0312198 | val_loss: 0.0312166 | Time: 2050.31 ms [2021-01-26 00:34:51 main:574] : INFO : Epoch 1924 | loss: 0.0312059 | val_loss: 0.0312098 | Time: 2049.73 ms [2021-01-26 00:34:53 main:574] : INFO : Epoch 1925 | loss: 0.0311952 | val_loss: 0.0311939 | Time: 2045.79 ms [2021-01-26 00:34:55 main:574] : INFO : Epoch 1926 | loss: 0.0311887 | val_loss: 0.0311891 | Time: 2049.56 ms [2021-01-26 00:34:57 main:574] : INFO : Epoch 1927 | loss: 0.0311873 | val_loss: 0.0311973 | Time: 2053.61 ms [2021-01-26 00:34:59 main:574] : INFO : Epoch 1928 | loss: 0.0311874 | val_loss: 0.0311895 | Time: 2044.52 ms [2021-01-26 00:35:01 main:574] : INFO : Epoch 1929 | loss: 0.0311868 | val_loss: 0.0311871 | Time: 2050.43 ms [2021-01-26 00:35:03 main:574] : INFO : Epoch 1930 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 2048.83 ms [2021-01-26 00:35:05 main:574] : INFO : Epoch 1931 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 2047.84 ms [2021-01-26 00:35:07 main:574] : INFO : Epoch 1932 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 2040.42 ms [2021-01-26 00:35:10 main:574] : INFO : Epoch 1933 | loss: 0.0311822 | val_loss: 0.031188 | Time: 2048.26 ms [2021-01-26 00:35:12 main:574] : INFO : Epoch 1934 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 2041.2 ms [2021-01-26 00:35:14 main:574] : INFO : Epoch 1935 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 2052.94 ms [2021-01-26 00:35:16 main:574] : INFO : Epoch 1936 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2044.05 ms [2021-01-26 00:35:18 main:574] : INFO : Epoch 1937 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 2049.88 ms [2021-01-26 00:35:20 main:574] : INFO : Epoch 1938 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 2048.97 ms [2021-01-26 00:35:22 main:574] : INFO : Epoch 1939 | loss: 0.031178 | val_loss: 0.031182 | Time: 2052.54 ms [2021-01-26 00:35:24 main:574] : INFO : Epoch 1940 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 2041.66 ms [2021-01-26 00:35:26 main:574] : INFO : Epoch 1941 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 2046.71 ms [2021-01-26 00:35:28 main:574] : INFO : Epoch 1942 | loss: 0.0311821 | val_loss: 0.0311816 | Time: 2044.42 ms [2021-01-26 00:35:30 main:574] : INFO : Epoch 1943 | loss: 0.0311788 | val_loss: 0.0311811 | Time: 2087.31 ms [2021-01-26 00:35:32 main:574] : INFO : Epoch 1944 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 2050.34 ms [2021-01-26 00:35:34 main:574] : INFO : Epoch 1945 | loss: 0.0311772 | val_loss: 0.0311798 | Time: 2050.56 ms [2021-01-26 00:35:36 main:574] : INFO : Epoch 1946 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 2047.78 ms [2021-01-26 00:35:38 main:574] : INFO : Epoch 1947 | loss: 0.0311761 | val_loss: 0.0311789 | Time: 2050.31 ms [2021-01-26 00:35:40 main:574] : INFO : Epoch 1948 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 2059.19 ms [2021-01-26 00:35:43 main:574] : INFO : Epoch 1949 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2047.61 ms [2021-01-26 00:35:45 main:574] : INFO : Epoch 1950 | loss: 0.0311775 | val_loss: 0.03118 | Time: 2044.95 ms [2021-01-26 00:35:47 main:574] : INFO : Epoch 1951 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 2045.51 ms [2021-01-26 00:35:49 main:574] : INFO : Epoch 1952 | loss: 0.0311761 | val_loss: 0.0311799 | Time: 2042.87 ms [2021-01-26 00:35:51 main:574] : INFO : Epoch 1953 | loss: 0.0311751 | val_loss: 0.0311787 | Time: 2052.29 ms [2021-01-26 00:35:53 main:574] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311805 | Time: 2046.92 ms [2021-01-26 00:35:55 main:574] : INFO : Epoch 1955 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 2046.91 ms [2021-01-26 00:35:57 main:574] : INFO : Epoch 1956 | loss: 0.0311752 | val_loss: 0.0311803 | Time: 2046.03 ms [2021-01-26 00:35:59 main:574] : INFO : Epoch 1957 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2051.67 ms [2021-01-26 00:36:01 main:574] : INFO : Epoch 1958 | loss: 0.0311765 | val_loss: 0.0311808 | Time: 2047.33 ms [2021-01-26 00:36:03 main:574] : INFO : Epoch 1959 | loss: 0.031174 | val_loss: 0.0311804 | Time: 2050.56 ms [2021-01-26 00:36:05 main:574] : INFO : Epoch 1960 | loss: 0.0311735 | val_loss: 0.0311794 | Time: 2046.38 ms [2021-01-26 00:36:07 main:574] : INFO : Epoch 1961 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 2044.8 ms [2021-01-26 00:36:09 main:574] : INFO : Epoch 1962 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2045.57 ms [2021-01-26 00:36:11 main:574] : INFO : Epoch 1963 | loss: 0.031173 | val_loss: 0.0311795 | Time: 2046.13 ms [2021-01-26 00:36:13 main:574] : INFO : Epoch 1964 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 2049.64 ms [2021-01-26 00:36:15 main:574] : INFO : Epoch 1965 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2051.78 ms [2021-01-26 00:36:18 main:574] : INFO : Epoch 1966 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 2046.07 ms [2021-01-26 00:36:20 main:574] : INFO : Epoch 1967 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2044.98 ms [2021-01-26 00:36:22 main:574] : INFO : Epoch 1968 | loss: 0.031173 | val_loss: 0.0311791 | Time: 2049.16 ms [2021-01-26 00:36:24 main:574] : INFO : Epoch 1969 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 2048.46 ms [2021-01-26 00:36:26 main:574] : INFO : Epoch 1970 | loss: 0.0311721 | val_loss: 0.0311798 | Time: 2046.55 ms [2021-01-26 00:36:28 main:574] : INFO : Epoch 1971 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 2043.68 ms [2021-01-26 00:36:30 main:574] : INFO : Epoch 1972 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2049.82 ms [2021-01-26 00:36:32 main:574] : INFO : Epoch 1973 | loss: 0.0311733 | val_loss: 0.0311791 | Time: 2051.61 ms [2021-01-26 00:36:34 main:574] : INFO : Epoch 1974 | loss: 0.0311807 | val_loss: 0.0311872 | Time: 2047.23 ms [2021-01-26 00:36:36 main:574] : INFO : Epoch 1975 | loss: 0.0311848 | val_loss: 0.0311871 | Time: 2049.53 ms [2021-01-26 00:36:38 main:574] : INFO : Epoch 1976 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 2045.14 ms [2021-01-26 00:36:40 main:574] : INFO : Epoch 1977 | loss: 0.0311852 | val_loss: 0.031188 | Time: 2047.06 ms [2021-01-26 00:36:42 main:574] : INFO : Epoch 1978 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 2047.33 ms [2021-01-26 00:36:44 main:574] : INFO : Epoch 1979 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 2054.36 ms [2021-01-26 00:36:46 main:574] : INFO : Epoch 1980 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 2048.45 ms [2021-01-26 00:36:48 main:574] : INFO : Epoch 1981 | loss: 0.0311827 | val_loss: 0.0311846 | Time: 2048.13 ms [2021-01-26 00:36:50 main:574] : INFO : Epoch 1982 | loss: 0.031181 | val_loss: 0.0311882 | Time: 2046.46 ms [2021-01-26 00:36:53 main:574] : INFO : Epoch 1983 | loss: 0.0311838 | val_loss: 0.0311908 | Time: 2045.74 ms [2021-01-26 00:36:55 main:574] : INFO : Epoch 1984 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 2046.46 ms [2021-01-26 00:36:57 main:574] : INFO : Epoch 1985 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 2043.51 ms [2021-01-26 00:36:59 main:574] : INFO : Epoch 1986 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 2048.55 ms [2021-01-26 00:37:01 main:574] : INFO : Epoch 1987 | loss: 0.031182 | val_loss: 0.0311879 | Time: 2043.92 ms [2021-01-26 00:37:03 main:574] : INFO : Epoch 1988 | loss: 0.0311806 | val_loss: 0.0311865 | Time: 2048.95 ms [2021-01-26 00:37:05 main:574] : INFO : Epoch 1989 | loss: 0.0311799 | val_loss: 0.0311868 | Time: 2045.15 ms [2021-01-26 00:37:07 main:574] : INFO : Epoch 1990 | loss: 0.0311816 | val_loss: 0.0311877 | Time: 2046.26 ms [2021-01-26 00:37:09 main:574] : INFO : Epoch 1991 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 2041.57 ms [2021-01-26 00:37:11 main:574] : INFO : Epoch 1992 | loss: 0.0311816 | val_loss: 0.0311888 | Time: 2049.55 ms [2021-01-26 00:37:13 main:574] : INFO : Epoch 1993 | loss: 0.0311804 | val_loss: 0.0311872 | Time: 2050.31 ms [2021-01-26 00:37:15 main:574] : INFO : Epoch 1994 | loss: 0.0311793 | val_loss: 0.0311902 | Time: 2049.61 ms [2021-01-26 00:37:17 main:574] : INFO : Epoch 1995 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 2043.87 ms [2021-01-26 00:37:19 main:574] : INFO : Epoch 1996 | loss: 0.031181 | val_loss: 0.0311902 | Time: 2048.78 ms [2021-01-26 00:37:21 main:574] : INFO : Epoch 1997 | loss: 0.0311803 | val_loss: 0.0311891 | Time: 2058.11 ms [2021-01-26 00:37:23 main:574] : INFO : Epoch 1998 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 2049.1 ms [2021-01-26 00:37:25 main:574] : INFO : Epoch 1999 | loss: 0.0311846 | val_loss: 0.0311989 | Time: 2050.01 ms [2021-01-26 00:37:28 main:574] : INFO : Epoch 2000 | loss: 0.0311919 | val_loss: 0.0311952 | Time: 2041 ms [2021-01-26 00:37:30 main:574] : INFO : Epoch 2001 | loss: 0.0311946 | val_loss: 0.0311932 | Time: 2052.97 ms [2021-01-26 00:37:32 main:574] : INFO : Epoch 2002 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 2050.66 ms [2021-01-26 00:37:34 main:574] : INFO : Epoch 2003 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 2048.73 ms [2021-01-26 00:37:36 main:574] : INFO : Epoch 2004 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 2043.05 ms [2021-01-26 00:37:38 main:574] : INFO : Epoch 2005 | loss: 0.0311867 | val_loss: 0.0311903 | Time: 2048.63 ms [2021-01-26 00:37:40 main:574] : INFO : Epoch 2006 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 2051.24 ms [2021-01-26 00:37:42 main:574] : INFO : Epoch 2007 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 2051.85 ms [2021-01-26 00:37:44 main:574] : INFO : Epoch 2008 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 2044.66 ms [2021-01-26 00:37:46 main:574] : INFO : Epoch 2009 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2049.14 ms [2021-01-26 00:37:48 main:574] : INFO : Epoch 2010 | loss: 0.0311852 | val_loss: 0.0311906 | Time: 2049.76 ms [2021-01-26 00:37:50 main:574] : INFO : Epoch 2011 | loss: 0.0311849 | val_loss: 0.0311903 | Time: 2050.78 ms [2021-01-26 00:37:52 main:574] : INFO : Epoch 2012 | loss: 0.0311839 | val_loss: 0.0311886 | Time: 2039.16 ms [2021-01-26 00:37:54 main:574] : INFO : Epoch 2013 | loss: 0.0311822 | val_loss: 0.0311878 | Time: 2044.07 ms [2021-01-26 00:37:56 main:574] : INFO : Epoch 2014 | loss: 0.0311815 | val_loss: 0.0311863 | Time: 2048.34 ms [2021-01-26 00:37:58 main:574] : INFO : Epoch 2015 | loss: 0.0311829 | val_loss: 0.0311894 | Time: 2047.45 ms [2021-01-26 00:38:00 main:574] : INFO : Epoch 2016 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 2043.7 ms [2021-01-26 00:38:03 main:574] : INFO : Epoch 2017 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 2051.19 ms [2021-01-26 00:38:05 main:574] : INFO : Epoch 2018 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2045.85 ms [2021-01-26 00:38:07 main:574] : INFO : Epoch 2019 | loss: 0.0311811 | val_loss: 0.0311847 | Time: 2044.65 ms [2021-01-26 00:38:09 main:574] : INFO : Epoch 2020 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 2048.15 ms [2021-01-26 00:38:11 main:574] : INFO : Epoch 2021 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 2044.33 ms [2021-01-26 00:38:13 main:574] : INFO : Epoch 2022 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 2045.44 ms [2021-01-26 00:38:15 main:574] : INFO : Epoch 2023 | loss: 0.0311788 | val_loss: 0.0311842 | Time: 2044.79 ms [2021-01-26 00:38:17 main:574] : INFO : Epoch 2024 | loss: 0.0311785 | val_loss: 0.0311874 | Time: 2046.96 ms [2021-01-26 00:38:19 main:574] : INFO : Epoch 2025 | loss: 0.0311805 | val_loss: 0.0311844 | Time: 2050.3 ms [2021-01-26 00:38:21 main:574] : INFO : Epoch 2026 | loss: 0.0311805 | val_loss: 0.0311851 | Time: 2049.65 ms [2021-01-26 00:38:23 main:574] : INFO : Epoch 2027 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 2043.39 ms [2021-01-26 00:38:25 main:574] : INFO : Epoch 2028 | loss: 0.0311773 | val_loss: 0.0311825 | Time: 2045.5 ms [2021-01-26 00:38:27 main:574] : INFO : Epoch 2029 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2048.66 ms [2021-01-26 00:38:29 main:574] : INFO : Epoch 2030 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 2044.8 ms [2021-01-26 00:38:31 main:574] : INFO : Epoch 2031 | loss: 0.0311782 | val_loss: 0.0311837 | Time: 2052.04 ms [2021-01-26 00:38:33 main:574] : INFO : Epoch 2032 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 2048.89 ms [2021-01-26 00:38:36 main:574] : INFO : Epoch 2033 | loss: 0.031177 | val_loss: 0.0311821 | Time: 2052.97 ms [2021-01-26 00:38:38 main:574] : INFO : Epoch 2034 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 2050.89 ms [2021-01-26 00:38:40 main:574] : INFO : Epoch 2035 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 2051.48 ms [2021-01-26 00:38:42 main:574] : INFO : Epoch 2036 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 2047.37 ms [2021-01-26 00:38:44 main:574] : INFO : Epoch 2037 | loss: 0.0311735 | val_loss: 0.0311786 | Time: 2043.22 ms [2021-01-26 00:38:46 main:574] : INFO : Epoch 2038 | loss: 0.0311742 | val_loss: 0.0311793 | Time: 2050.87 ms [2021-01-26 00:38:48 main:574] : INFO : Epoch 2039 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 2041.47 ms [2021-01-26 00:38:50 main:574] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 2050.1 ms [2021-01-26 00:38:52 main:574] : INFO : Epoch 2041 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 2047.45 ms [2021-01-26 00:38:54 main:574] : INFO : Epoch 2042 | loss: 0.031176 | val_loss: 0.031179 | Time: 2049.72 ms [2021-01-26 00:38:56 main:574] : INFO : Epoch 2043 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 2053.05 ms [2021-01-26 00:38:58 main:574] : INFO : Epoch 2044 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 2050.14 ms [2021-01-26 00:39:00 main:574] : INFO : Epoch 2045 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2050.46 ms [2021-01-26 00:39:02 main:574] : INFO : Epoch 2046 | loss: 0.0311777 | val_loss: 0.0311845 | Time: 2048.51 ms [2021-01-26 00:39:04 main:574] : INFO : Epoch 2047 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 2050.07 ms [2021-01-26 00:39:06 main:574] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 2046.01 ms [2021-01-26 00:39:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311809 [2021-01-26 00:39:06 main:603] : INFO : Saving end state to config to file [2021-01-26 00:39:06 main:608] : INFO : Success, exiting.. 00:39:06 (27016): 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)