Task 14624311
| Name | ParityModified-1647041148-22640-3-0_1 |
| Workunit | 11352807 |
| Created | 18 Apr 2022, 22:14:48 UTC |
| Sent | 18 Apr 2022, 22:15:16 UTC |
| Report deadline | 26 Apr 2022, 22:15:16 UTC |
| Received | 24 Apr 2022, 0:26:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 4 sec |
| CPU time | 1 hours 23 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311859 | val_loss: 0.0311866 | Time: 2480.49 ms
[2022-04-23 18:04:52 main:581] : INFO : Epoch 1539 | loss: 0.0311856 | val_loss: 0.0311842 | Time: 2479.79 ms
[2022-04-23 18:04:55 main:581] : INFO : Epoch 1540 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 2479.8 ms
[2022-04-23 18:04:57 main:581] : INFO : Epoch 1541 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 2482.41 ms
[2022-04-23 18:05:00 main:581] : INFO : Epoch 1542 | loss: 0.0311871 | val_loss: 0.0311856 | Time: 2482.17 ms
[2022-04-23 18:05:02 main:581] : INFO : Epoch 1543 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 2482.37 ms
[2022-04-23 18:05:05 main:581] : INFO : Epoch 1544 | loss: 0.0311847 | val_loss: 0.0311844 | Time: 2479.87 ms
[2022-04-23 18:05:07 main:581] : INFO : Epoch 1545 | loss: 0.0311857 | val_loss: 0.031184 | Time: 2477.85 ms
[2022-04-23 18:05:10 main:581] : INFO : Epoch 1546 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 2479.39 ms
[2022-04-23 18:05:12 main:581] : INFO : Epoch 1547 | loss: 0.031183 | val_loss: 0.0311821 | Time: 2482.27 ms
[2022-04-23 18:05:14 main:581] : INFO : Epoch 1548 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 2481.19 ms
[2022-04-23 18:05:17 main:581] : INFO : Epoch 1549 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 2483.42 ms
[2022-04-23 18:05:19 main:581] : INFO : Epoch 1550 | loss: 0.0311814 | val_loss: 0.031183 | Time: 2481.2 ms
[2022-04-23 18:05:22 main:581] : INFO : Epoch 1551 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 2478.87 ms
[2022-04-23 18:05:24 main:581] : INFO : Epoch 1552 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2482.55 ms
[2022-04-23 18:05:27 main:581] : INFO : Epoch 1553 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2480.65 ms
[2022-04-23 18:05:29 main:581] : INFO : Epoch 1554 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 2482.02 ms
[2022-04-23 18:05:32 main:581] : INFO : Epoch 1555 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 2480.22 ms
[2022-04-23 18:05:34 main:581] : INFO : Epoch 1556 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 2482 ms
[2022-04-23 18:05:37 main:581] : INFO : Epoch 1557 | loss: 0.0311792 | val_loss: 0.0311809 | Time: 2481.77 ms
[2022-04-23 18:05:39 main:581] : INFO : Epoch 1558 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 2481.49 ms
[2022-04-23 18:05:42 main:581] : INFO : Epoch 1559 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 2481.48 ms
[2022-04-23 18:05:44 main:581] : INFO : Epoch 1560 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 2482.37 ms
[2022-04-23 18:05:47 main:581] : INFO : Epoch 1561 | loss: 0.0311823 | val_loss: 0.0311825 | Time: 2480.59 ms
[2022-04-23 18:05:49 main:581] : INFO : Epoch 1562 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 2478.57 ms
[2022-04-23 18:05:52 main:581] : INFO : Epoch 1563 | loss: 0.0311796 | val_loss: 0.031181 | Time: 2478.75 ms
[2022-04-23 18:05:54 main:581] : INFO : Epoch 1564 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 2480.95 ms
[2022-04-23 18:05:57 main:581] : INFO : Epoch 1565 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 2481.93 ms
[2022-04-23 18:05:59 main:581] : INFO : Epoch 1566 | loss: 0.0311796 | val_loss: 0.0311805 | Time: 2482.61 ms
[2022-04-23 18:06:02 main:581] : INFO : Epoch 1567 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 2482.27 ms
[2022-04-23 18:06:04 main:581] : INFO : Epoch 1568 | loss: 0.0311788 | val_loss: 0.0311792 | Time: 2480.86 ms
[2022-04-23 18:06:07 main:581] : INFO : Epoch 1569 | loss: 0.0311779 | val_loss: 0.0311779 | Time: 2483.75 ms
[2022-04-23 18:06:09 main:581] : INFO : Epoch 1570 | loss: 0.031178 | val_loss: 0.0311789 | Time: 2481.98 ms
[2022-04-23 18:06:12 main:581] : INFO : Epoch 1571 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 2482.13 ms
[2022-04-23 18:06:14 main:581] : INFO : Epoch 1572 | loss: 0.0311774 | val_loss: 0.031179 | Time: 2480.95 ms
[2022-04-23 18:06:17 main:581] : INFO : Epoch 1573 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 2479.19 ms
[2022-04-23 18:06:19 main:581] : INFO : Epoch 1574 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 2479.7 ms
[2022-04-23 18:06:21 main:581] : INFO : Epoch 1575 | loss: 0.0311759 | val_loss: 0.031181 | Time: 2481.21 ms
[2022-04-23 18:06:24 main:581] : INFO : Epoch 1576 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 2477.42 ms
[2022-04-23 18:06:26 main:581] : INFO : Epoch 1577 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 2481.02 ms
[2022-04-23 18:06:29 main:581] : INFO : Epoch 1578 | loss: 0.0311764 | val_loss: 0.0311826 | Time: 2481.28 ms
[2022-04-23 18:06:31 main:581] : INFO : Epoch 1579 | loss: 0.0311786 | val_loss: 0.0311814 | Time: 2479.45 ms
[2022-04-23 18:06:34 main:581] : INFO : Epoch 1580 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 2481.2 ms
[2022-04-23 18:06:36 main:581] : INFO : Epoch 1581 | loss: 0.0311751 | val_loss: 0.0311799 | Time: 2482.45 ms
[2022-04-23 18:06:39 main:581] : INFO : Epoch 1582 | loss: 0.031178 | val_loss: 0.0311818 | Time: 2479.87 ms
[2022-04-23 18:06:41 main:581] : INFO : Epoch 1583 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2478.01 ms
[2022-04-23 18:06:44 main:581] : INFO : Epoch 1584 | loss: 0.0311758 | val_loss: 0.031179 | Time: 2479.7 ms
[2022-04-23 18:06:46 main:581] : INFO : Epoch 1585 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2477.81 ms
[2022-04-23 18:06:49 main:581] : INFO : Epoch 1586 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 2477.49 ms
[2022-04-23 18:06:51 main:581] : INFO : Epoch 1587 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 2480.67 ms
[2022-04-23 18:06:54 main:581] : INFO : Epoch 1588 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 2480.4 ms
[2022-04-23 18:06:56 main:581] : INFO : Epoch 1589 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 2481.43 ms
[2022-04-23 18:06:59 main:581] : INFO : Epoch 1590 | loss: 0.031176 | val_loss: 0.0311804 | Time: 2478.2 ms
[2022-04-23 18:07:01 main:581] : INFO : Epoch 1591 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2483.88 ms
[2022-04-23 18:07:04 main:581] : INFO : Epoch 1592 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2480.43 ms
[2022-04-23 18:07:06 main:581] : INFO : Epoch 1593 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 2478.48 ms
[2022-04-23 18:07:09 main:581] : INFO : Epoch 1594 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 2481.74 ms
[2022-04-23 18:07:11 main:581] : INFO : Epoch 1595 | loss: 0.0311786 | val_loss: 0.0311827 | Time: 2481.71 ms
[2022-04-23 18:07:14 main:581] : INFO : Epoch 1596 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 2480.92 ms
[2022-04-23 18:07:16 main:581] : INFO : Epoch 1597 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 2481.98 ms
[2022-04-23 18:07:19 main:581] : INFO : Epoch 1598 | loss: 0.0311838 | val_loss: 0.0311882 | Time: 2480.3 ms
[2022-04-23 18:07:21 main:581] : INFO : Epoch 1599 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 2478.53 ms
[2022-04-23 18:07:23 main:581] : INFO : Epoch 1600 | loss: 0.0311852 | val_loss: 0.0311883 | Time: 2479.56 ms
[2022-04-23 18:07:26 main:581] : INFO : Epoch 1601 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 2480.37 ms
[2022-04-23 18:07:28 main:581] : INFO : Epoch 1602 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 2485.5 ms
[2022-04-23 18:07:31 main:581] : INFO : Epoch 1603 | loss: 0.0311854 | val_loss: 0.0311862 | Time: 2482.48 ms
[2022-04-23 18:07:33 main:581] : INFO : Epoch 1604 | loss: 0.0311854 | val_loss: 0.0311846 | Time: 2483.45 ms
[2022-04-23 18:07:36 main:581] : INFO : Epoch 1605 | loss: 0.0311835 | val_loss: 0.0311829 | Time: 2480.95 ms
[2022-04-23 18:07:38 main:581] : INFO : Epoch 1606 | loss: 0.0311839 | val_loss: 0.0311836 | Time: 2479.54 ms
[2022-04-23 18:07:41 main:581] : INFO : Epoch 1607 | loss: 0.0311843 | val_loss: 0.0311818 | Time: 2481.86 ms
[2022-04-23 18:07:43 main:581] : INFO : Epoch 1608 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 2479.08 ms
[2022-04-23 18:07:46 main:581] : INFO : Epoch 1609 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 2482.46 ms
[2022-04-23 18:07:48 main:581] : INFO : Epoch 1610 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 2482.47 ms
[2022-04-23 18:07:51 main:581] : INFO : Epoch 1611 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2481.3 ms
[2022-04-23 18:07:53 main:581] : INFO : Epoch 1612 | loss: 0.0311804 | val_loss: 0.0311821 | Time: 2480.8 ms
[2022-04-23 18:07:56 main:581] : INFO : Epoch 1613 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 2480.18 ms
[2022-04-23 18:07:58 main:581] : INFO : Epoch 1614 | loss: 0.031179 | val_loss: 0.031182 | Time: 2482.51 ms
[2022-04-23 18:08:01 main:581] : INFO : Epoch 1615 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2485.11 ms
[2022-04-23 18:08:03 main:581] : INFO : Epoch 1616 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 2479.82 ms
[2022-04-23 18:08:06 main:581] : INFO : Epoch 1617 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2482.98 ms
[2022-04-23 18:08:08 main:581] : INFO : Epoch 1618 | loss: 0.0311809 | val_loss: 0.031181 | Time: 2482.37 ms
[2022-04-23 18:08:11 main:581] : INFO : Epoch 1619 | loss: 0.031181 | val_loss: 0.0311804 | Time: 2481.88 ms
[2022-04-23 18:08:13 main:581] : INFO : Epoch 1620 | loss: 0.0311811 | val_loss: 0.0311788 | Time: 2479.53 ms
[2022-04-23 18:08:16 main:581] : INFO : Epoch 1621 | loss: 0.0311809 | val_loss: 0.0311807 | Time: 2485.03 ms
[2022-04-23 18:08:18 main:581] : INFO : Epoch 1622 | loss: 0.0311834 | val_loss: 0.0311832 | Time: 2478.21 ms
[2022-04-23 18:08:21 main:581] : INFO : Epoch 1623 | loss: 0.0311832 | val_loss: 0.0311823 | Time: 2477.51 ms
[2022-04-23 18:08:23 main:581] : INFO : Epoch 1624 | loss: 0.031184 | val_loss: 0.0311845 | Time: 2482.39 ms
[2022-04-23 18:08:26 main:581] : INFO : Epoch 1625 | loss: 0.0311841 | val_loss: 0.0311847 | Time: 2472 ms
[2022-04-23 18:08:28 main:581] : INFO : Epoch 1626 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 2474.2 ms
[2022-04-23 18:08:30 main:581] : INFO : Epoch 1627 | loss: 0.031183 | val_loss: 0.0311852 | Time: 2479.2 ms
[2022-04-23 18:08:33 main:581] : INFO : Epoch 1628 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 2481.28 ms
[2022-04-23 18:08:35 main:581] : INFO : Epoch 1629 | loss: 0.0311832 | val_loss: 0.0311847 | Time: 2479.95 ms
[2022-04-23 18:08:38 main:581] : INFO : Epoch 1630 | loss: 0.0311817 | val_loss: 0.031187 | Time: 2480.29 ms
[2022-04-23 18:08:40 main:581] : INFO : Epoch 1631 | loss: 0.0311814 | val_loss: 0.0311866 | Time: 2480.01 ms
[2022-04-23 18:08:43 main:581] : INFO : Epoch 1632 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 2480.1 ms
[2022-04-23 18:08:45 main:581] : INFO : Epoch 1633 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 2480.94 ms
[2022-04-23 18:08:48 main:581] : INFO : Epoch 1634 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 2480.71 ms
[2022-04-23 18:08:50 main:581] : INFO : Epoch 1635 | loss: 0.0311815 | val_loss: 0.0311897 | Time: 2479.96 ms
[2022-04-23 18:08:53 main:581] : INFO : Epoch 1636 | loss: 0.0311841 | val_loss: 0.031188 | Time: 2477.57 ms
[2022-04-23 18:08:55 main:581] : INFO : Epoch 1637 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 2479.99 ms
[2022-04-23 18:08:58 main:581] : INFO : Epoch 1638 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2479.98 ms
[2022-04-23 18:09:00 main:581] : INFO : Epoch 1639 | loss: 0.0311844 | val_loss: 0.0311841 | Time: 2484.61 ms
[2022-04-23 18:09:03 main:581] : INFO : Epoch 1640 | loss: 0.0311832 | val_loss: 0.0311841 | Time: 2482.5 ms
[2022-04-23 18:09:05 main:581] : INFO : Epoch 1641 | loss: 0.031183 | val_loss: 0.0311859 | Time: 2481.08 ms
[2022-04-23 18:09:08 main:581] : INFO : Epoch 1642 | loss: 0.0311818 | val_loss: 0.031185 | Time: 2480.72 ms
[2022-04-23 18:09:10 main:581] : INFO : Epoch 1643 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2479.82 ms
[2022-04-23 18:09:13 main:581] : INFO : Epoch 1644 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 2481.17 ms
[2022-04-23 18:09:15 main:581] : INFO : Epoch 1645 | loss: 0.0311859 | val_loss: 0.0311881 | Time: 2482.26 ms
[2022-04-23 18:09:18 main:581] : INFO : Epoch 1646 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 2480.71 ms
[2022-04-23 18:09:20 main:581] : INFO : Epoch 1647 | loss: 0.0311823 | val_loss: 0.0311823 | Time: 2481.56 ms
[2022-04-23 18:09:23 main:581] : INFO : Epoch 1648 | loss: 0.0311815 | val_loss: 0.0311835 | Time: 2481.86 ms
[2022-04-23 18:09:25 main:581] : INFO : Epoch 1649 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 2482.94 ms
[2022-04-23 18:09:28 main:581] : INFO : Epoch 1650 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 2478.99 ms
[2022-04-23 18:09:30 main:581] : INFO : Epoch 1651 | loss: 0.0311805 | val_loss: 0.0311802 | Time: 2482.4 ms
[2022-04-23 18:09:33 main:581] : INFO : Epoch 1652 | loss: 0.0311804 | val_loss: 0.0311817 | Time: 2483.44 ms
[2022-04-23 18:09:35 main:581] : INFO : Epoch 1653 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 2482.33 ms
[2022-04-23 18:09:37 main:581] : INFO : Epoch 1654 | loss: 0.0311802 | val_loss: 0.0311821 | Time: 2483.75 ms
[2022-04-23 18:09:40 main:581] : INFO : Epoch 1655 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 2480.38 ms
[2022-04-23 18:09:42 main:581] : INFO : Epoch 1656 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 2483.18 ms
[2022-04-23 18:09:45 main:581] : INFO : Epoch 1657 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 2479.25 ms
[2022-04-23 18:09:47 main:581] : INFO : Epoch 1658 | loss: 0.031181 | val_loss: 0.0311869 | Time: 2479.1 ms
[2022-04-23 18:09:50 main:581] : INFO : Epoch 1659 | loss: 0.0311852 | val_loss: 0.0311834 | Time: 2480.51 ms
[2022-04-23 18:09:52 main:581] : INFO : Epoch 1660 | loss: 0.0313781 | val_loss: 0.0315548 | Time: 2478.77 ms
[2022-04-23 18:09:55 main:581] : INFO : Epoch 1661 | loss: 0.0314868 | val_loss: 0.0313101 | Time: 2481.12 ms
[2022-04-23 18:09:57 main:581] : INFO : Epoch 1662 | loss: 0.031236 | val_loss: 0.0311958 | Time: 2480.29 ms
[2022-04-23 18:10:00 main:581] : INFO : Epoch 1663 | loss: 0.0311859 | val_loss: 0.0311841 | Time: 2482.01 ms
[2022-04-23 18:10:02 main:581] : INFO : Epoch 1664 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 2481.62 ms
[2022-04-23 18:10:05 main:581] : INFO : Epoch 1665 | loss: 0.0311801 | val_loss: 0.0311833 | Time: 2481.59 ms
[2022-04-23 18:10:07 main:581] : INFO : Epoch 1666 | loss: 0.0311818 | val_loss: 0.0311789 | Time: 2480.88 ms
[2022-04-23 18:10:10 main:581] : INFO : Epoch 1667 | loss: 0.0311789 | val_loss: 0.031179 | Time: 2480.99 ms
[2022-04-23 18:10:12 main:581] : INFO : Epoch 1668 | loss: 0.0311779 | val_loss: 0.031179 | Time: 2480.14 ms
[2022-04-23 18:10:15 main:581] : INFO : Epoch 1669 | loss: 0.0311792 | val_loss: 0.0311794 | Time: 2480.71 ms
[2022-04-23 18:10:17 main:581] : INFO : Epoch 1670 | loss: 0.0311784 | val_loss: 0.031185 | Time: 2480.48 ms
[2022-04-23 18:10:20 main:581] : INFO : Epoch 1671 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2479.52 ms
[2022-04-23 18:10:22 main:581] : INFO : Epoch 1672 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 2482.29 ms
[2022-04-23 18:10:25 main:581] : INFO : Epoch 1673 | loss: 0.0311792 | val_loss: 0.0311816 | Time: 2480.57 ms
[2022-04-23 18:10:27 main:581] : INFO : Epoch 1674 | loss: 0.0311782 | val_loss: 0.0311786 | Time: 2479.36 ms
[2022-04-23 18:10:30 main:581] : INFO : Epoch 1675 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 2482.77 ms
[2022-04-23 18:10:32 main:581] : INFO : Epoch 1676 | loss: 0.0311768 | val_loss: 0.0311773 | Time: 2482.07 ms
[2022-04-23 18:10:35 main:581] : INFO : Epoch 1677 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 2478.32 ms
[2022-04-23 18:10:37 main:581] : INFO : Epoch 1678 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 2481.84 ms
[2022-04-23 18:10:40 main:581] : INFO : Epoch 1679 | loss: 0.0311773 | val_loss: 0.0311794 | Time: 2481.76 ms
[2022-04-23 18:10:42 main:581] : INFO : Epoch 1680 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 2479.98 ms
[2022-04-23 18:10:44 main:581] : INFO : Epoch 1681 | loss: 0.031177 | val_loss: 0.0311793 | Time: 2483.37 ms
[2022-04-23 18:10:47 main:581] : INFO : Epoch 1682 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2481.66 ms
[2022-04-23 18:10:49 main:581] : INFO : Epoch 1683 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 2479.64 ms
[2022-04-23 18:10:52 main:581] : INFO : Epoch 1684 | loss: 0.0311755 | val_loss: 0.03118 | Time: 2481.93 ms
[2022-04-23 18:10:54 main:581] : INFO : Epoch 1685 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 2481.94 ms
[2022-04-23 18:10:57 main:581] : INFO : Epoch 1686 | loss: 0.0311756 | val_loss: 0.031183 | Time: 2482.29 ms
[2022-04-23 18:10:59 main:581] : INFO : Epoch 1687 | loss: 0.0311774 | val_loss: 0.0311792 | Time: 2482.09 ms
[2022-04-23 18:11:02 main:581] : INFO : Epoch 1688 | loss: 0.0311775 | val_loss: 0.0311786 | Time: 2485.48 ms
[2022-04-23 18:11:04 main:581] : INFO : Epoch 1689 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2480.63 ms
[2022-04-23 18:11:07 main:581] : INFO : Epoch 1690 | loss: 0.0311828 | val_loss: 0.0311875 | Time: 2481 ms
[2022-04-23 18:11:09 main:581] : INFO : Epoch 1691 | loss: 0.0311831 | val_loss: 0.0311821 | Time: 2482.02 ms
[2022-04-23 18:11:12 main:581] : INFO : Epoch 1692 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 2484.25 ms
[2022-04-23 18:11:14 main:581] : INFO : Epoch 1693 | loss: 0.0311808 | val_loss: 0.0311836 | Time: 2481.15 ms
[2022-04-23 18:11:17 main:581] : INFO : Epoch 1694 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 2480.7 ms
[2022-04-23 18:11:19 main:581] : INFO : Epoch 1695 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2483.64 ms
[2022-04-23 18:11:22 main:581] : INFO : Epoch 1696 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2482.83 ms
[2022-04-23 18:11:24 main:581] : INFO : Epoch 1697 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 2482.53 ms
[2022-04-23 18:11:27 main:581] : INFO : Epoch 1698 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 2480.53 ms
[2022-04-23 18:11:29 main:581] : INFO : Epoch 1699 | loss: 0.0311777 | val_loss: 0.0311807 | Time: 2482.11 ms
[2022-04-23 18:11:32 main:581] : INFO : Epoch 1700 | loss: 0.031178 | val_loss: 0.0311842 | Time: 2481.9 ms
[2022-04-23 18:11:34 main:581] : INFO : Epoch 1701 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2479.78 ms
[2022-04-23 18:11:37 main:581] : INFO : Epoch 1702 | loss: 0.0311783 | val_loss: 0.0311795 | Time: 2482.69 ms
[2022-04-23 18:11:39 main:581] : INFO : Epoch 1703 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 2483.29 ms
[2022-04-23 18:11:42 main:581] : INFO : Epoch 1704 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2482.37 ms
[2022-04-23 18:11:44 main:581] : INFO : Epoch 1705 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 2483.31 ms
[2022-04-23 18:11:47 main:581] : INFO : Epoch 1706 | loss: 0.0311776 | val_loss: 0.0311804 | Time: 2481.7 ms
[2022-04-23 18:11:49 main:581] : INFO : Epoch 1707 | loss: 0.031176 | val_loss: 0.0311802 | Time: 2480.83 ms
[2022-04-23 18:11:52 main:581] : INFO : Epoch 1708 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 2481.83 ms
[2022-04-23 18:11:54 main:581] : INFO : Epoch 1709 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2483.02 ms
[2022-04-23 18:11:56 main:581] : INFO : Epoch 1710 | loss: 0.0311756 | val_loss: 0.031182 | Time: 2484.14 ms
[2022-04-23 18:11:59 main:581] : INFO : Epoch 1711 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 2482.35 ms
[2022-04-23 18:12:01 main:581] : INFO : Epoch 1712 | loss: 0.031175 | val_loss: 0.0311819 | Time: 2483.52 ms
[2022-04-23 18:12:04 main:581] : INFO : Epoch 1713 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2482.24 ms
[2022-04-23 18:12:06 main:581] : INFO : Epoch 1714 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 2479.96 ms
[2022-04-23 18:12:09 main:581] : INFO : Epoch 1715 | loss: 0.031175 | val_loss: 0.0311806 | Time: 2481.55 ms
[2022-04-23 18:12:11 main:581] : INFO : Epoch 1716 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 2478.92 ms
[2022-04-23 18:12:14 main:581] : INFO : Epoch 1717 | loss: 0.0311754 | val_loss: 0.0311788 | Time: 2481.88 ms
[2022-04-23 18:12:16 main:581] : INFO : Epoch 1718 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 2480.1 ms
[2022-04-23 18:12:19 main:581] : INFO : Epoch 1719 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 2480.61 ms
[2022-04-23 18:12:21 main:581] : INFO : Epoch 1720 | loss: 0.0311777 | val_loss: 0.0311792 | Time: 2483.92 ms
[2022-04-23 18:12:24 main:581] : INFO : Epoch 1721 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 2482.04 ms
[2022-04-23 18:12:26 main:581] : INFO : Epoch 1722 | loss: 0.031176 | val_loss: 0.031181 | Time: 2479.9 ms
[2022-04-23 18:12:29 main:581] : INFO : Epoch 1723 | loss: 0.031176 | val_loss: 0.031178 | Time: 2482.95 ms
[2022-04-23 18:12:31 main:581] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 2487.23 ms
[2022-04-23 18:12:34 main:581] : INFO : Epoch 1725 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2481.7 ms
[2022-04-23 18:12:36 main:581] : INFO : Epoch 1726 | loss: 0.0311756 | val_loss: 0.031178 | Time: 2479.31 ms
[2022-04-23 18:12:39 main:581] : INFO : Epoch 1727 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 2481.48 ms
[2022-04-23 18:12:41 main:581] : INFO : Epoch 1728 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 2484.36 ms
[2022-04-23 18:12:44 main:581] : INFO : Epoch 1729 | loss: 0.0311745 | val_loss: 0.0311771 | Time: 2482.41 ms
[2022-04-23 18:12:46 main:581] : INFO : Epoch 1730 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2481.04 ms
[2022-04-23 18:12:49 main:581] : INFO : Epoch 1731 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 2478.91 ms
[2022-04-23 18:12:51 main:581] : INFO : Epoch 1732 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 2479.76 ms
[2022-04-23 18:12:54 main:581] : INFO : Epoch 1733 | loss: 0.0311751 | val_loss: 0.0311784 | Time: 2481.14 ms
[2022-04-23 18:12:56 main:581] : INFO : Epoch 1734 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2481.98 ms
[2022-04-23 18:12:59 main:581] : INFO : Epoch 1735 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 2482.41 ms
[2022-04-23 18:13:01 main:581] : INFO : Epoch 1736 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 2484.14 ms
[2022-04-23 18:13:03 main:581] : INFO : Epoch 1737 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 2481.54 ms
[2022-04-23 18:13:06 main:581] : INFO : Epoch 1738 | loss: 0.0311763 | val_loss: 0.0311833 | Time: 2482.41 ms
[2022-04-23 18:13:08 main:581] : INFO : Epoch 1739 | loss: 0.0311753 | val_loss: 0.0311783 | Time: 2480.49 ms
[2022-04-23 18:13:11 main:581] : INFO : Epoch 1740 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 2482.24 ms
[2022-04-23 18:13:13 main:581] : INFO : Epoch 1741 | loss: 0.0311819 | val_loss: 0.0311797 | Time: 2481.86 ms
[2022-04-23 18:13:16 main:581] : INFO : Epoch 1742 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 2480.81 ms
[2022-04-23 18:13:18 main:581] : INFO : Epoch 1743 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 2482.46 ms
[2022-04-23 18:13:21 main:581] : INFO : Epoch 1744 | loss: 0.0311793 | val_loss: 0.0311803 | Time: 2480.91 ms
[2022-04-23 18:13:23 main:581] : INFO : Epoch 1745 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 2482.75 ms
[2022-04-23 18:13:26 main:581] : INFO : Epoch 1746 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2481.83 ms
[2022-04-23 18:13:28 main:581] : INFO : Epoch 1747 | loss: 0.0311782 | val_loss: 0.0311803 | Time: 2481.24 ms
[2022-04-23 18:13:31 main:581] : INFO : Epoch 1748 | loss: 0.0311794 | val_loss: 0.031181 | Time: 2481.42 ms
[2022-04-23 18:13:33 main:581] : INFO : Epoch 1749 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 2481.02 ms
[2022-04-23 18:13:36 main:581] : INFO : Epoch 1750 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 2483.8 ms
[2022-04-23 18:13:38 main:581] : INFO : Epoch 1751 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 2481.73 ms
[2022-04-23 18:13:41 main:581] : INFO : Epoch 1752 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2483.28 ms
[2022-04-23 18:13:43 main:581] : INFO : Epoch 1753 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 2482.61 ms
[2022-04-23 18:13:46 main:581] : INFO : Epoch 1754 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 2482.76 ms
[2022-04-23 18:13:48 main:581] : INFO : Epoch 1755 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 2480.88 ms
[2022-04-23 18:13:51 main:581] : INFO : Epoch 1756 | loss: 0.0311757 | val_loss: 0.0311791 | Time: 2483.6 ms
[2022-04-23 18:13:53 main:581] : INFO : Epoch 1757 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 2481.5 ms
[2022-04-23 18:13:56 main:581] : INFO : Epoch 1758 | loss: 0.0311752 | val_loss: 0.0311798 | Time: 2482.19 ms
[2022-04-23 18:13:58 main:581] : INFO : Epoch 1759 | loss: 0.0311745 | val_loss: 0.0311783 | Time: 2480.4 ms
[2022-04-23 18:14:01 main:581] : INFO : Epoch 1760 | loss: 0.0311744 | val_loss: 0.0311799 | Time: 2481.3 ms
[2022-04-23 18:14:03 main:581] : INFO : Epoch 1761 | loss: 0.031175 | val_loss: 0.0311789 | Time: 2483.23 ms
[2022-04-23 18:14:06 main:581] : INFO : Epoch 1762 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 2482.33 ms
[2022-04-23 18:14:08 main:581] : INFO : Epoch 1763 | loss: 0.0311739 | val_loss: 0.0311795 | Time: 2481.69 ms
[2022-04-23 18:14:11 main:581] : INFO : Epoch 1764 | loss: 0.031173 | val_loss: 0.0311802 | Time: 2486.27 ms
[2022-04-23 18:14:13 main:581] : INFO : Epoch 1765 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 2481.54 ms
[2022-04-23 18:14:15 main:581] : INFO : Epoch 1766 | loss: 0.031175 | val_loss: 0.0311806 | Time: 2481.08 ms
[2022-04-23 18:14:18 main:581] : INFO : Epoch 1767 | loss: 0.031175 | val_loss: 0.0311807 | Time: 2482.17 ms
[2022-04-23 18:14:20 main:581] : INFO : Epoch 1768 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 2482.53 ms
[2022-04-23 18:14:23 main:581] : INFO : Epoch 1769 | loss: 0.0311749 | val_loss: 0.0311816 | Time: 2482.32 ms
[2022-04-23 18:14:25 main:581] : INFO : Epoch 1770 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 2483.32 ms
[2022-04-23 18:14:28 main:581] : INFO : Epoch 1771 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 2482.42 ms
[2022-04-23 18:14:30 main:581] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2483.66 ms
[2022-04-23 18:14:33 main:581] : INFO : Epoch 1773 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 2483.52 ms
[2022-04-23 18:14:35 main:581] : INFO : Epoch 1774 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 2481.22 ms
[2022-04-23 18:14:38 main:581] : INFO : Epoch 1775 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 2483.57 ms
[2022-04-23 18:14:40 main:581] : INFO : Epoch 1776 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2482.65 ms
[2022-04-23 18:14:43 main:581] : INFO : Epoch 1777 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 2481.76 ms
[2022-04-23 18:14:45 main:581] : INFO : Epoch 1778 | loss: 0.0311743 | val_loss: 0.031181 | Time: 2480.24 ms
[2022-04-23 18:14:48 main:581] : INFO : Epoch 1779 | loss: 0.0311746 | val_loss: 0.0311867 | Time: 2483.7 ms
[2022-04-23 18:14:50 main:581] : INFO : Epoch 1780 | loss: 0.0311746 | val_loss: 0.0311807 | Time: 2482.32 ms
[2022-04-23 18:14:53 main:581] : INFO : Epoch 1781 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2482.34 ms
[2022-04-23 18:14:55 main:581] : INFO : Epoch 1782 | loss: 0.0311738 | val_loss: 0.0311795 | Time: 2483.71 ms
[2022-04-23 18:14:58 main:581] : INFO : Epoch 1783 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2479.53 ms
[2022-04-23 18:15:00 main:581] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311782 | Time: 2482.74 ms
[2022-04-23 18:15:03 main:581] : INFO : Epoch 1785 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 2481.34 ms
[2022-04-23 18:15:05 main:581] : INFO : Epoch 1786 | loss: 0.0311719 | val_loss: 0.0311804 | Time: 2482.76 ms
[2022-04-23 18:15:08 main:581] : INFO : Epoch 1787 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 2483.29 ms
[2022-04-23 18:15:10 main:581] : INFO : Epoch 1788 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 2482.93 ms
[2022-04-23 18:15:13 main:581] : INFO : Epoch 1789 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2481.71 ms
[2022-04-23 18:15:15 main:581] : INFO : Epoch 1790 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2481.93 ms
[2022-04-23 18:15:18 main:581] : INFO : Epoch 1791 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 2481.7 ms
[2022-04-23 18:15:20 main:581] : INFO : Epoch 1792 | loss: 0.031174 | val_loss: 0.0311795 | Time: 2479.54 ms
[2022-04-23 18:15:23 main:581] : INFO : Epoch 1793 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 2479.2 ms
[2022-04-23 18:15:25 main:581] : INFO : Epoch 1794 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2482.98 ms
[2022-04-23 18:15:27 main:581] : INFO : Epoch 1795 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2480.22 ms
[2022-04-23 18:15:30 main:581] : INFO : Epoch 1796 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2482.64 ms
[2022-04-23 18:15:32 main:581] : INFO : Epoch 1797 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2481.55 ms
[2022-04-23 18:15:35 main:581] : INFO : Epoch 1798 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 2479.86 ms
[2022-04-23 18:15:37 main:581] : INFO : Epoch 1799 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 2481.29 ms
[2022-04-23 18:15:40 main:581] : INFO : Epoch 1800 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 2478.92 ms
[2022-04-23 18:15:42 main:581] : INFO : Epoch 1801 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 2481.9 ms
[2022-04-23 18:15:45 main:581] : INFO : Epoch 1802 | loss: 0.0311778 | val_loss: 0.0311818 | Time: 2484.64 ms
[2022-04-23 18:15:47 main:581] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 2480.98 ms
[2022-04-23 18:15:50 main:581] : INFO : Epoch 1804 | loss: 0.0311793 | val_loss: 0.0311818 | Time: 2480.25 ms
[2022-04-23 18:15:52 main:581] : INFO : Epoch 1805 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 2480.42 ms
[2022-04-23 18:15:55 main:581] : INFO : Epoch 1806 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 2486.82 ms
[2022-04-23 18:15:57 main:581] : INFO : Epoch 1807 | loss: 0.0311819 | val_loss: 0.031183 | Time: 2482.73 ms
[2022-04-23 18:16:00 main:581] : INFO : Epoch 1808 | loss: 0.0311829 | val_loss: 0.0311813 | Time: 2482.58 ms
[2022-04-23 18:16:02 main:581] : INFO : Epoch 1809 | loss: 0.0311814 | val_loss: 0.0311801 | Time: 2482.42 ms
[2022-04-23 18:16:05 main:581] : INFO : Epoch 1810 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 2480.92 ms
[2022-04-23 18:16:07 main:581] : INFO : Epoch 1811 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2484.04 ms
[2022-04-23 18:16:10 main:581] : INFO : Epoch 1812 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2483.7 ms
[2022-04-23 18:16:12 main:581] : INFO : Epoch 1813 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2480.65 ms
[2022-04-23 18:16:15 main:581] : INFO : Epoch 1814 | loss: 0.0311796 | val_loss: 0.031179 | Time: 2481.19 ms
[2022-04-23 18:16:17 main:581] : INFO : Epoch 1815 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 2483.86 ms
[2022-04-23 18:16:20 main:581] : INFO : Epoch 1816 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 2482.2 ms
[2022-04-23 18:16:22 main:581] : INFO : Epoch 1817 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 2482.45 ms
[2022-04-23 18:16:25 main:581] : INFO : Epoch 1818 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 2483.31 ms
[2022-04-23 18:16:27 main:581] : INFO : Epoch 1819 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 2483.21 ms
[2022-04-23 18:16:30 main:581] : INFO : Epoch 1820 | loss: 0.031178 | val_loss: 0.0311788 | Time: 2480.56 ms
[2022-04-23 18:16:32 main:581] : INFO : Epoch 1821 | loss: 0.0311797 | val_loss: 0.0311809 | Time: 2481.8 ms
[2022-04-23 18:16:34 main:581] : INFO : Epoch 1822 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 2480.66 ms
[2022-04-23 18:16:37 main:581] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.031185 | Time: 2482.74 ms
[2022-04-23 18:16:39 main:581] : INFO : Epoch 1824 | loss: 0.0311815 | val_loss: 0.0311849 | Time: 2483.49 ms
[2022-04-23 18:16:42 main:581] : INFO : Epoch 1825 | loss: 0.0311825 | val_loss: 0.0311812 | Time: 2482.36 ms
[2022-04-23 18:16:44 main:581] : INFO : Epoch 1826 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 2484.39 ms
[2022-04-23 18:16:47 main:581] : INFO : Epoch 1827 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 2480.18 ms
[2022-04-23 18:16:49 main:581] : INFO : Epoch 1828 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 2483.93 ms
[2022-04-23 18:16:52 main:581] : INFO : Epoch 1829 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 2483.25 ms
[2022-04-23 18:16:54 main:581] : INFO : Epoch 1830 | loss: 0.0311789 | val_loss: 0.0311785 | Time: 2481.2 ms
[2022-04-23 18:16:57 main:581] : INFO : Epoch 1831 | loss: 0.0311786 | val_loss: 0.0311785 | Time: 2482.92 ms
[2022-04-23 18:16:59 main:581] : INFO : Epoch 1832 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2483.52 ms
[2022-04-23 18:17:02 main:581] : INFO : Epoch 1833 | loss: 0.03118 | val_loss: 0.0311792 | Time: 2487.47 ms
[2022-04-23 18:17:04 main:581] : INFO : Epoch 1834 | loss: 0.0311784 | val_loss: 0.031179 | Time: 2482.78 ms
[2022-04-23 18:17:07 main:581] : INFO : Epoch 1835 | loss: 0.0311789 | val_loss: 0.0311768 | Time: 2482.32 ms
[2022-04-23 18:17:09 main:581] : INFO : Epoch 1836 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 2483.02 ms
[2022-04-23 18:17:12 main:581] : INFO : Epoch 1837 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 2481.55 ms
[2022-04-23 18:17:14 main:581] : INFO : Epoch 1838 | loss: 0.031179 | val_loss: 0.0311779 | Time: 2481.24 ms
[2022-04-23 18:17:17 main:581] : INFO : Epoch 1839 | loss: 0.0311766 | val_loss: 0.0311764 | Time: 2480.62 ms
[2022-04-23 18:17:19 main:581] : INFO : Epoch 1840 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 2482.62 ms
[2022-04-23 18:17:22 main:581] : INFO : Epoch 1841 | loss: 0.031176 | val_loss: 0.0311775 | Time: 2482.43 ms
[2022-04-23 18:17:24 main:581] : INFO : Epoch 1842 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 2482.16 ms
[2022-04-23 18:17:27 main:581] : INFO : Epoch 1843 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 2483.65 ms
[2022-04-23 18:17:29 main:581] : INFO : Epoch 1844 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 2483.82 ms
[2022-04-23 18:17:32 main:581] : INFO : Epoch 1845 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 2482.22 ms
[2022-04-23 18:17:34 main:581] : INFO : Epoch 1846 | loss: 0.0311739 | val_loss: 0.0311768 | Time: 2482.64 ms
[2022-04-23 18:17:37 main:581] : INFO : Epoch 1847 | loss: 0.0311753 | val_loss: 0.0311772 | Time: 2483.91 ms
[2022-04-23 18:17:39 main:581] : INFO : Epoch 1848 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 2479.65 ms
[2022-04-23 18:17:42 main:581] : INFO : Epoch 1849 | loss: 0.0311786 | val_loss: 0.0311835 | Time: 2481.57 ms
[2022-04-23 18:17:44 main:581] : INFO : Epoch 1850 | loss: 0.0311801 | val_loss: 0.0311794 | Time: 2481.84 ms
[2022-04-23 18:17:47 main:581] : INFO : Epoch 1851 | loss: 0.0311807 | val_loss: 0.0311778 | Time: 2481.52 ms
[2022-04-23 18:17:49 main:581] : INFO : Epoch 1852 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 2476.4 ms
[2022-04-23 18:17:51 main:581] : INFO : Epoch 1853 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2482.39 ms
[2022-04-23 18:17:54 main:581] : INFO : Epoch 1854 | loss: 0.0311809 | val_loss: 0.0311782 | Time: 2483.53 ms
[2022-04-23 18:17:56 main:581] : INFO : Epoch 1855 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2482.4 ms
[2022-04-23 18:17:59 main:581] : INFO : Epoch 1856 | loss: 0.03118 | val_loss: 0.031181 | Time: 2481.75 ms
[2022-04-23 18:18:01 main:581] : INFO : Epoch 1857 | loss: 0.0311831 | val_loss: 0.0311782 | Time: 2483.58 ms
[2022-04-23 18:18:04 main:581] : INFO : Epoch 1858 | loss: 0.0311793 | val_loss: 0.0311765 | Time: 2482.41 ms
[2022-04-23 18:18:06 main:581] : INFO : Epoch 1859 | loss: 0.0311761 | val_loss: 0.031177 | Time: 2480.35 ms
[2022-04-23 18:18:09 main:581] : INFO : Epoch 1860 | loss: 0.031178 | val_loss: 0.0311782 | Time: 2481.87 ms
[2022-04-23 18:18:11 main:581] : INFO : Epoch 1861 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 2479.32 ms
[2022-04-23 18:18:14 main:581] : INFO : Epoch 1862 | loss: 0.0311766 | val_loss: 0.0311798 | Time: 2482.66 ms
[2022-04-23 18:18:16 main:581] : INFO : Epoch 1863 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 2483.58 ms
[2022-04-23 18:18:19 main:581] : INFO : Epoch 1864 | loss: 0.0311748 | val_loss: 0.031179 | Time: 2479.5 ms
[2022-04-23 18:18:21 main:581] : INFO : Epoch 1865 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 2482.22 ms
[2022-04-23 18:18:24 main:581] : INFO : Epoch 1866 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 2479.46 ms
[2022-04-23 18:18:26 main:581] : INFO : Epoch 1867 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 2480.9 ms
[2022-04-23 18:18:29 main:581] : INFO : Epoch 1868 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 2480.5 ms
[2022-04-23 18:18:31 main:581] : INFO : Epoch 1869 | loss: 0.031177 | val_loss: 0.0311842 | Time: 2483.08 ms
[2022-04-23 18:18:34 main:581] : INFO : Epoch 1870 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 2478.91 ms
[2022-04-23 18:18:36 main:581] : INFO : Epoch 1871 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 2481.65 ms
[2022-04-23 18:18:39 main:581] : INFO : Epoch 1872 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 2480.42 ms
[2022-04-23 18:18:41 main:581] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 2481.23 ms
[2022-04-23 18:18:44 main:581] : INFO : Epoch 1874 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 2481.05 ms
[2022-04-23 18:18:46 main:581] : INFO : Epoch 1875 | loss: 0.031182 | val_loss: 0.0311813 | Time: 2481.3 ms
[2022-04-23 18:18:49 main:581] : INFO : Epoch 1876 | loss: 0.0311792 | val_loss: 0.0311788 | Time: 2479.8 ms
[2022-04-23 18:18:51 main:581] : INFO : Epoch 1877 | loss: 0.0311792 | val_loss: 0.0311783 | Time: 2482.76 ms
[2022-04-23 18:18:54 main:581] : INFO : Epoch 1878 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 2481.57 ms
[2022-04-23 18:18:56 main:581] : INFO : Epoch 1879 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 2481.73 ms
[2022-04-23 18:18:58 main:581] : INFO : Epoch 1880 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 2482.63 ms
[2022-04-23 18:19:01 main:581] : INFO : Epoch 1881 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 2484.19 ms
[2022-04-23 18:19:03 main:581] : INFO : Epoch 1882 | loss: 0.0311844 | val_loss: 0.0311841 | Time: 2481.32 ms
[2022-04-23 18:19:06 main:581] : INFO : Epoch 1883 | loss: 0.0311861 | val_loss: 0.0311809 | Time: 2481.23 ms
[2022-04-23 18:19:08 main:581] : INFO : Epoch 1884 | loss: 0.0311856 | val_loss: 0.0311836 | Time: 2484.38 ms
[2022-04-23 18:19:11 main:581] : INFO : Epoch 1885 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 2482.27 ms
[2022-04-23 18:19:13 main:581] : INFO : Epoch 1886 | loss: 0.0311849 | val_loss: 0.031179 | Time: 2482.12 ms
[2022-04-23 18:19:16 main:581] : INFO : Epoch 1887 | loss: 0.0311845 | val_loss: 0.0311798 | Time: 2481.77 ms
[2022-04-23 18:19:18 main:581] : INFO : Epoch 1888 | loss: 0.0311845 | val_loss: 0.0311781 | Time: 2482.62 ms
[2022-04-23 18:19:21 main:581] : INFO : Epoch 1889 | loss: 0.0311841 | val_loss: 0.0311801 | Time: 2480.17 ms
[2022-04-23 18:19:23 main:581] : INFO : Epoch 1890 | loss: 0.0311837 | val_loss: 0.0311793 | Time: 2480.72 ms
[2022-04-23 18:19:26 main:581] : INFO : Epoch 1891 | loss: 0.0311829 | val_loss: 0.0311819 | Time: 2480.88 ms
[2022-04-23 18:19:28 main:581] : INFO : Epoch 1892 | loss: 0.0311834 | val_loss: 0.0311806 | Time: 2482.79 ms
[2022-04-23 18:19:31 main:581] : INFO : Epoch 1893 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 2482.11 ms
[2022-04-23 18:19:33 main:581] : INFO : Epoch 1894 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 2479.34 ms
[2022-04-23 18:19:36 main:581] : INFO : Epoch 1895 | loss: 0.0311815 | val_loss: 0.0311801 | Time: 2481.43 ms
[2022-04-23 18:19:38 main:581] : INFO : Epoch 1896 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 2481.01 ms
[2022-04-23 18:19:41 main:581] : INFO : Epoch 1897 | loss: 0.0311796 | val_loss: 0.0311799 | Time: 2479.89 ms
[2022-04-23 18:19:43 main:581] : INFO : Epoch 1898 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 2481.43 ms
[2022-04-23 18:19:46 main:581] : INFO : Epoch 1899 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 2479.62 ms
[2022-04-23 18:19:48 main:581] : INFO : Epoch 1900 | loss: 0.031178 | val_loss: 0.0311786 | Time: 2484.43 ms
[2022-04-23 18:19:51 main:581] : INFO : Epoch 1901 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 2481.1 ms
[2022-04-23 18:19:53 main:581] : INFO : Epoch 1902 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2479.5 ms
[2022-04-23 18:19:56 main:581] : INFO : Epoch 1903 | loss: 0.0311809 | val_loss: 0.0311805 | Time: 2479.37 ms
[2022-04-23 18:19:58 main:581] : INFO : Epoch 1904 | loss: 0.0311827 | val_loss: 0.0311814 | Time: 2482.17 ms
[2022-04-23 18:20:01 main:581] : INFO : Epoch 1905 | loss: 0.0311833 | val_loss: 0.0311803 | Time: 2484.12 ms
[2022-04-23 18:20:03 main:581] : INFO : Epoch 1906 | loss: 0.03118 | val_loss: 0.0311797 | Time: 2480.66 ms
[2022-04-23 18:20:05 main:581] : INFO : Epoch 1907 | loss: 0.0311804 | val_loss: 0.0311795 | Time: 2483.2 ms
[2022-04-23 18:20:08 main:581] : INFO : Epoch 1908 | loss: 0.0311803 | val_loss: 0.0311794 | Time: 2480.92 ms
[2022-04-23 18:20:10 main:581] : INFO : Epoch 1909 | loss: 0.0311815 | val_loss: 0.0311805 | Time: 2481.66 ms
[2022-04-23 18:20:13 main:581] : INFO : Epoch 1910 | loss: 0.0311836 | val_loss: 0.0311803 | Time: 2478.75 ms
[2022-04-23 18:20:15 main:581] : INFO : Epoch 1911 | loss: 0.0311828 | val_loss: 0.0311792 | Time: 2479.47 ms
[2022-04-23 18:20:18 main:581] : INFO : Epoch 1912 | loss: 0.0311825 | val_loss: 0.0311778 | Time: 2480.02 ms
[2022-04-23 18:20:20 main:581] : INFO : Epoch 1913 | loss: 0.0311817 | val_loss: 0.0311774 | Time: 2479.34 ms
[2022-04-23 18:20:23 main:581] : INFO : Epoch 1914 | loss: 0.0311809 | val_loss: 0.0311778 | Time: 2479.93 ms
[2022-04-23 18:20:25 main:581] : INFO : Epoch 1915 | loss: 0.031181 | val_loss: 0.0311799 | Time: 2482.41 ms
[2022-04-23 18:20:28 main:581] : INFO : Epoch 1916 | loss: 0.0311818 | val_loss: 0.0311789 | Time: 2483.52 ms
[2022-04-23 18:20:30 main:581] : INFO : Epoch 1917 | loss: 0.0311814 | val_loss: 0.0311798 | Time: 2481.62 ms
[2022-04-23 18:20:33 main:581] : INFO : Epoch 1918 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 2483.94 ms
[2022-04-23 18:20:35 main:581] : INFO : Epoch 1919 | loss: 0.0311823 | val_loss: 0.0311812 | Time: 2481.27 ms
[2022-04-23 18:20:38 main:581] : INFO : Epoch 1920 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 2482.22 ms
[2022-04-23 18:20:40 main:581] : INFO : Epoch 1921 | loss: 0.0311824 | val_loss: 0.0311789 | Time: 2482.43 ms
[2022-04-23 18:20:43 main:581] : INFO : Epoch 1922 | loss: 0.0311803 | val_loss: 0.0311781 | Time: 2480.75 ms
[2022-04-23 18:20:45 main:581] : INFO : Epoch 1923 | loss: 0.03118 | val_loss: 0.031178 | Time: 2481.93 ms
[2022-04-23 18:20:48 main:581] : INFO : Epoch 1924 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 2484.12 ms
[2022-04-23 18:20:50 main:581] : INFO : Epoch 1925 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 2483.11 ms
[2022-04-23 18:20:53 main:581] : INFO : Epoch 1926 | loss: 0.0311807 | val_loss: 0.0311799 | Time: 2481.12 ms
[2022-04-23 18:20:55 main:581] : INFO : Epoch 1927 | loss: 0.0311809 | val_loss: 0.0311781 | Time: 2481.59 ms
[2022-04-23 18:20:58 main:581] : INFO : Epoch 1928 | loss: 0.031181 | val_loss: 0.031181 | Time: 2481.31 ms
[2022-04-23 18:21:00 main:581] : INFO : Epoch 1929 | loss: 0.0311782 | val_loss: 0.0311806 | Time: 2484.95 ms
[2022-04-23 18:21:03 main:581] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311781 | Time: 2483.38 ms
[2022-04-23 18:21:05 main:581] : INFO : Epoch 1931 | loss: 0.0311782 | val_loss: 0.0311799 | Time: 2482.27 ms
[2022-04-23 18:21:08 main:581] : INFO : Epoch 1932 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 2482.59 ms
[2022-04-23 18:21:10 main:581] : INFO : Epoch 1933 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 2481.09 ms
[2022-04-23 18:21:13 main:581] : INFO : Epoch 1934 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 2482.96 ms
[2022-04-23 18:21:15 main:581] : INFO : Epoch 1935 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 2482.74 ms
[2022-04-23 18:21:17 main:581] : INFO : Epoch 1936 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2481.43 ms
[2022-04-23 18:21:20 main:581] : INFO : Epoch 1937 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 2481.55 ms
[2022-04-23 18:21:22 main:581] : INFO : Epoch 1938 | loss: 0.0311788 | val_loss: 0.0311788 | Time: 2483.49 ms
[2022-04-23 18:21:25 main:581] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 2480.75 ms
[2022-04-23 18:21:27 main:581] : INFO : Epoch 1940 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2482.06 ms
[2022-04-23 18:21:30 main:581] : INFO : Epoch 1941 | loss: 0.0311756 | val_loss: 0.0311789 | Time: 2491.48 ms
[2022-04-23 18:21:32 main:581] : INFO : Epoch 1942 | loss: 0.031176 | val_loss: 0.031179 | Time: 2490.48 ms
[2022-04-23 18:21:35 main:581] : INFO : Epoch 1943 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 2493.07 ms
[2022-04-23 18:21:37 main:581] : INFO : Epoch 1944 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 2491.33 ms
[2022-04-23 18:21:40 main:581] : INFO : Epoch 1945 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2490.75 ms
[2022-04-23 18:21:42 main:581] : INFO : Epoch 1946 | loss: 0.0311762 | val_loss: 0.0311826 | Time: 2488.88 ms
[2022-04-23 18:21:45 main:581] : INFO : Epoch 1947 | loss: 0.0311754 | val_loss: 0.0311781 | Time: 2492.57 ms
[2022-04-23 18:21:47 main:581] : INFO : Epoch 1948 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 2493.37 ms
[2022-04-23 18:21:50 main:581] : INFO : Epoch 1949 | loss: 0.031178 | val_loss: 0.0311782 | Time: 2490.95 ms
[2022-04-23 18:21:52 main:581] : INFO : Epoch 1950 | loss: 0.0311778 | val_loss: 0.0311791 | Time: 2486.81 ms
[2022-04-23 18:21:55 main:581] : INFO : Epoch 1951 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 2501.87 ms
[2022-04-23 18:21:57 main:581] : INFO : Epoch 1952 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 2501.4 ms
[2022-04-23 18:22:00 main:581] : INFO : Epoch 1953 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2490.27 ms
[2022-04-23 18:22:02 main:581] : INFO : Epoch 1954 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 2483.36 ms
[2022-04-23 18:22:05 main:581] : INFO : Epoch 1955 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 2484.42 ms
[2022-04-23 18:22:07 main:581] : INFO : Epoch 1956 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 2481.81 ms
[2022-04-23 18:22:10 main:581] : INFO : Epoch 1957 | loss: 0.0311762 | val_loss: 0.0311781 | Time: 2481.25 ms
[2022-04-23 18:22:12 main:581] : INFO : Epoch 1958 | loss: 0.0311773 | val_loss: 0.0311795 | Time: 2481.73 ms
[2022-04-23 18:22:15 main:581] : INFO : Epoch 1959 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 2481.48 ms
[2022-04-23 18:22:17 main:581] : INFO : Epoch 1960 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2481.35 ms
[2022-04-23 18:22:20 main:581] : INFO : Epoch 1961 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 2481.1 ms
[2022-04-23 18:22:22 main:581] : INFO : Epoch 1962 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 2485.11 ms
[2022-04-23 18:22:25 main:581] : INFO : Epoch 1963 | loss: 0.0311763 | val_loss: 0.031176 | Time: 2479.89 ms
[2022-04-23 18:22:27 main:581] : INFO : Epoch 1964 | loss: 0.0311767 | val_loss: 0.0311768 | Time: 2484.72 ms
[2022-04-23 18:22:30 main:581] : INFO : Epoch 1965 | loss: 0.031177 | val_loss: 0.0311799 | Time: 2482.8 ms
[2022-04-23 18:22:32 main:581] : INFO : Epoch 1966 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 2482.34 ms
[2022-04-23 18:22:35 main:581] : INFO : Epoch 1967 | loss: 0.0311766 | val_loss: 0.0311791 | Time: 2483.75 ms
[2022-04-23 18:22:37 main:581] : INFO : Epoch 1968 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 2485.85 ms
[2022-04-23 18:22:40 main:581] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311784 | Time: 2481.94 ms
[2022-04-23 18:22:42 main:581] : INFO : Epoch 1970 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 2484.02 ms
[2022-04-23 18:22:44 main:581] : INFO : Epoch 1971 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 2481.17 ms
[2022-04-23 18:22:47 main:581] : INFO : Epoch 1972 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 2482.17 ms
[2022-04-23 18:22:49 main:581] : INFO : Epoch 1973 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 2483.11 ms
[2022-04-23 18:22:52 main:581] : INFO : Epoch 1974 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 2481.53 ms
[2022-04-23 18:22:54 main:581] : INFO : Epoch 1975 | loss: 0.0311757 | val_loss: 0.0311853 | Time: 2483.05 ms
[2022-04-23 18:22:57 main:581] : INFO : Epoch 1976 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 2484.45 ms
[2022-04-23 18:22:59 main:581] : INFO : Epoch 1977 | loss: 0.0311753 | val_loss: 0.0311776 | Time: 2482.64 ms
[2022-04-23 18:23:02 main:581] : INFO : Epoch 1978 | loss: 0.031174 | val_loss: 0.0311806 | Time: 2483.31 ms
[2022-04-23 18:23:04 main:581] : INFO : Epoch 1979 | loss: 0.0311766 | val_loss: 0.031178 | Time: 2480.96 ms
[2022-04-23 18:23:07 main:581] : INFO : Epoch 1980 | loss: 0.031175 | val_loss: 0.0311792 | Time: 2481.39 ms
[2022-04-23 18:23:09 main:581] : INFO : Epoch 1981 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 2480.48 ms
[2022-04-23 18:23:12 main:581] : INFO : Epoch 1982 | loss: 0.031174 | val_loss: 0.0311773 | Time: 2484.02 ms
[2022-04-23 18:23:14 main:581] : INFO : Epoch 1983 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 2481.7 ms
[2022-04-23 18:23:17 main:581] : INFO : Epoch 1984 | loss: 0.0311741 | val_loss: 0.0311775 | Time: 2481.94 ms
[2022-04-23 18:23:19 main:581] : INFO : Epoch 1985 | loss: 0.0311737 | val_loss: 0.0311773 | Time: 2486.78 ms
[2022-04-23 18:23:22 main:581] : INFO : Epoch 1986 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2480.02 ms
[2022-04-23 18:23:24 main:581] : INFO : Epoch 1987 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 2480.77 ms
[2022-04-23 18:23:27 main:581] : INFO : Epoch 1988 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 2483.18 ms
[2022-04-23 18:23:29 main:581] : INFO : Epoch 1989 | loss: 0.0311724 | val_loss: 0.0311771 | Time: 2480.86 ms
[2022-04-23 18:23:32 main:581] : INFO : Epoch 1990 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 2483.56 ms
[2022-04-23 18:23:34 main:581] : INFO : Epoch 1991 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 2482.7 ms
[2022-04-23 18:23:37 main:581] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.0311787 | Time: 2483.98 ms
[2022-04-23 18:23:39 main:581] : INFO : Epoch 1993 | loss: 0.0311747 | val_loss: 0.0311775 | Time: 2479.26 ms
[2022-04-23 18:23:42 main:581] : INFO : Epoch 1994 | loss: 0.0311743 | val_loss: 0.0311824 | Time: 2480.32 ms
[2022-04-23 18:23:44 main:581] : INFO : Epoch 1995 | loss: 0.031175 | val_loss: 0.0311764 | Time: 2480.97 ms
[2022-04-23 18:23:47 main:581] : INFO : Epoch 1996 | loss: 0.0311739 | val_loss: 0.0311766 | Time: 2482.44 ms
[2022-04-23 18:23:49 main:581] : INFO : Epoch 1997 | loss: 0.0311749 | val_loss: 0.0311795 | Time: 2483.61 ms
[2022-04-23 18:23:52 main:581] : INFO : Epoch 1998 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 2480.69 ms
[2022-04-23 18:23:54 main:581] : INFO : Epoch 1999 | loss: 0.0311767 | val_loss: 0.0311773 | Time: 2480.4 ms
[2022-04-23 18:23:56 main:581] : INFO : Epoch 2000 | loss: 0.0311771 | val_loss: 0.0311774 | Time: 2483.11 ms
[2022-04-23 18:23:59 main:581] : INFO : Epoch 2001 | loss: 0.031176 | val_loss: 0.0311761 | Time: 2483.13 ms
[2022-04-23 18:24:01 main:581] : INFO : Epoch 2002 | loss: 0.031176 | val_loss: 0.0311758 | Time: 2484.13 ms
[2022-04-23 18:24:04 main:581] : INFO : Epoch 2003 | loss: 0.031176 | val_loss: 0.0311762 | Time: 2480.21 ms
[2022-04-23 18:24:06 main:581] : INFO : Epoch 2004 | loss: 0.0311752 | val_loss: 0.0311749 | Time: 2481.93 ms
[2022-04-23 18:24:09 main:581] : INFO : Epoch 2005 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 2481.6 ms
[2022-04-23 18:24:11 main:581] : INFO : Epoch 2006 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 2479.7 ms
[2022-04-23 18:24:14 main:581] : INFO : Epoch 2007 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 2480.68 ms
[2022-04-23 18:24:16 main:581] : INFO : Epoch 2008 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 2480.46 ms
[2022-04-23 18:24:19 main:581] : INFO : Epoch 2009 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 2481.49 ms
[2022-04-23 18:24:21 main:581] : INFO : Epoch 2010 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2480.47 ms
[2022-04-23 18:24:24 main:581] : INFO : Epoch 2011 | loss: 0.0311769 | val_loss: 0.0311781 | Time: 2477.63 ms
[2022-04-23 18:24:26 main:581] : INFO : Epoch 2012 | loss: 0.0311764 | val_loss: 0.031177 | Time: 2481.96 ms
[2022-04-23 18:24:29 main:581] : INFO : Epoch 2013 | loss: 0.0311761 | val_loss: 0.0311761 | Time: 2482.22 ms
[2022-04-23 18:24:31 main:581] : INFO : Epoch 2014 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2482.27 ms
[2022-04-23 18:24:34 main:581] : INFO : Epoch 2015 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 2478.36 ms
[2022-04-23 18:24:36 main:581] : INFO : Epoch 2016 | loss: 0.0311789 | val_loss: 0.0311767 | Time: 2482.4 ms
[2022-04-23 18:24:39 main:581] : INFO : Epoch 2017 | loss: 0.0311782 | val_loss: 0.0311761 | Time: 2481.01 ms
[2022-04-23 18:24:41 main:581] : INFO : Epoch 2018 | loss: 0.0311792 | val_loss: 0.031179 | Time: 2480.19 ms
[2022-04-23 18:24:44 main:581] : INFO : Epoch 2019 | loss: 0.0311787 | val_loss: 0.0311759 | Time: 2483.87 ms
[2022-04-23 18:24:46 main:581] : INFO : Epoch 2020 | loss: 0.031177 | val_loss: 0.0311761 | Time: 2481.07 ms
[2022-04-23 18:24:49 main:581] : INFO : Epoch 2021 | loss: 0.031177 | val_loss: 0.0311755 | Time: 2481.74 ms
[2022-04-23 18:24:51 main:581] : INFO : Epoch 2022 | loss: 0.031177 | val_loss: 0.031177 | Time: 2481.79 ms
[2022-04-23 18:24:54 main:581] : INFO : Epoch 2023 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 2480.67 ms
[2022-04-23 18:24:56 main:581] : INFO : Epoch 2024 | loss: 0.0311779 | val_loss: 0.0311763 | Time: 2483.34 ms
[2022-04-23 18:24:59 main:581] : INFO : Epoch 2025 | loss: 0.0311782 | val_loss: 0.0311767 | Time: 2482.52 ms
[2022-04-23 18:25:01 main:581] : INFO : Epoch 2026 | loss: 0.0311797 | val_loss: 0.0311762 | Time: 2480.99 ms
[2022-04-23 18:25:03 main:581] : INFO : Epoch 2027 | loss: 0.0311775 | val_loss: 0.0311755 | Time: 2481.77 ms
[2022-04-23 18:25:06 main:581] : INFO : Epoch 2028 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 2479.86 ms
[2022-04-23 18:25:08 main:581] : INFO : Epoch 2029 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 2482.23 ms
[2022-04-23 18:25:11 main:581] : INFO : Epoch 2030 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 2482.98 ms
[2022-04-23 18:25:13 main:581] : INFO : Epoch 2031 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 2478.04 ms
[2022-04-23 18:25:16 main:581] : INFO : Epoch 2032 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2484.5 ms
[2022-04-23 18:25:18 main:581] : INFO : Epoch 2033 | loss: 0.0311762 | val_loss: 0.0311795 | Time: 2480.36 ms
[2022-04-23 18:25:21 main:581] : INFO : Epoch 2034 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 2481.56 ms
[2022-04-23 18:25:23 main:581] : INFO : Epoch 2035 | loss: 0.031175 | val_loss: 0.0311764 | Time: 2482.54 ms
[2022-04-23 18:25:26 main:581] : INFO : Epoch 2036 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 2481.09 ms
[2022-04-23 18:25:28 main:581] : INFO : Epoch 2037 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 2485.25 ms
[2022-04-23 18:25:31 main:581] : INFO : Epoch 2038 | loss: 0.0311772 | val_loss: 0.0311754 | Time: 2482.34 ms
[2022-04-23 18:25:33 main:581] : INFO : Epoch 2039 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 2481.38 ms
[2022-04-23 18:25:36 main:581] : INFO : Epoch 2040 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2482.49 ms
[2022-04-23 18:25:38 main:581] : INFO : Epoch 2041 | loss: 0.0311808 | val_loss: 0.0311788 | Time: 2481.81 ms
[2022-04-23 18:25:41 main:581] : INFO : Epoch 2042 | loss: 0.0311812 | val_loss: 0.0311811 | Time: 2482.71 ms
[2022-04-23 18:25:43 main:581] : INFO : Epoch 2043 | loss: 0.0311813 | val_loss: 0.0311804 | Time: 2480.94 ms
[2022-04-23 18:25:46 main:581] : INFO : Epoch 2044 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 2485.25 ms
[2022-04-23 18:25:48 main:581] : INFO : Epoch 2045 | loss: 0.0311798 | val_loss: 0.0311803 | Time: 2483.58 ms
[2022-04-23 18:25:51 main:581] : INFO : Epoch 2046 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 2483.83 ms
[2022-04-23 18:25:53 main:581] : INFO : Epoch 2047 | loss: 0.0311821 | val_loss: 0.031181 | Time: 2480.86 ms
[2022-04-23 18:25:56 main:581] : INFO : Epoch 2048 | loss: 0.0311847 | val_loss: 0.0311839 | Time: 2481.23 ms
[2022-04-23 18:25:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311839
[2022-04-23 18:25:56 main:610] : INFO : Saving end state to config to file
[2022-04-23 18:25:56 main:615] : INFO : Success, exiting..
18:25:56 (255488): 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)