Task 14624344
| Name | ParityModified-1647041487-9139-3-0_1 |
| Workunit | 11617573 |
| Created | 18 Apr 2022, 22:15:18 UTC |
| Sent | 18 Apr 2022, 22:15:53 UTC |
| Report deadline | 26 Apr 2022, 22:15:53 UTC |
| Received | 24 Apr 2022, 18:26:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 7 sec |
| CPU time | 1 hours 24 min 40 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 | 2.32 GB |
| Peak swap size | 10.42 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: 0.0311834 | val_loss: 0.0311884 | Time: 2490.82 ms
[2022-04-24 12:04:40 main:581] : INFO : Epoch 1539 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 2486.61 ms
[2022-04-24 12:04:43 main:581] : INFO : Epoch 1540 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 2489.26 ms
[2022-04-24 12:04:45 main:581] : INFO : Epoch 1541 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 2486.28 ms
[2022-04-24 12:04:48 main:581] : INFO : Epoch 1542 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 2484.31 ms
[2022-04-24 12:04:50 main:581] : INFO : Epoch 1543 | loss: 0.0311832 | val_loss: 0.03119 | Time: 2493.4 ms
[2022-04-24 12:04:53 main:581] : INFO : Epoch 1544 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 2489.81 ms
[2022-04-24 12:04:55 main:581] : INFO : Epoch 1545 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 2492.26 ms
[2022-04-24 12:04:58 main:581] : INFO : Epoch 1546 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 2489.23 ms
[2022-04-24 12:05:00 main:581] : INFO : Epoch 1547 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 2491.43 ms
[2022-04-24 12:05:03 main:581] : INFO : Epoch 1548 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 2489.61 ms
[2022-04-24 12:05:05 main:581] : INFO : Epoch 1549 | loss: 0.0311807 | val_loss: 0.031184 | Time: 2488.52 ms
[2022-04-24 12:05:08 main:581] : INFO : Epoch 1550 | loss: 0.0311831 | val_loss: 0.0311855 | Time: 2490.63 ms
[2022-04-24 12:05:10 main:581] : INFO : Epoch 1551 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 2484.9 ms
[2022-04-24 12:05:13 main:581] : INFO : Epoch 1552 | loss: 0.0311802 | val_loss: 0.0311838 | Time: 2487.9 ms
[2022-04-24 12:05:15 main:581] : INFO : Epoch 1553 | loss: 0.0311799 | val_loss: 0.0311859 | Time: 2493.1 ms
[2022-04-24 12:05:18 main:581] : INFO : Epoch 1554 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2489.91 ms
[2022-04-24 12:05:20 main:581] : INFO : Epoch 1555 | loss: 0.0311805 | val_loss: 0.0311843 | Time: 2487.68 ms
[2022-04-24 12:05:23 main:581] : INFO : Epoch 1556 | loss: 0.0311813 | val_loss: 0.0311839 | Time: 2491.19 ms
[2022-04-24 12:05:25 main:581] : INFO : Epoch 1557 | loss: 0.031182 | val_loss: 0.0311846 | Time: 2490.77 ms
[2022-04-24 12:05:28 main:581] : INFO : Epoch 1558 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 2492.17 ms
[2022-04-24 12:05:30 main:581] : INFO : Epoch 1559 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2489.82 ms
[2022-04-24 12:05:33 main:581] : INFO : Epoch 1560 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 2491.9 ms
[2022-04-24 12:05:35 main:581] : INFO : Epoch 1561 | loss: 0.0311816 | val_loss: 0.0311852 | Time: 2488.1 ms
[2022-04-24 12:05:38 main:581] : INFO : Epoch 1562 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 2487.82 ms
[2022-04-24 12:05:40 main:581] : INFO : Epoch 1563 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2487.08 ms
[2022-04-24 12:05:43 main:581] : INFO : Epoch 1564 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 2492.64 ms
[2022-04-24 12:05:45 main:581] : INFO : Epoch 1565 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 2492.57 ms
[2022-04-24 12:05:48 main:581] : INFO : Epoch 1566 | loss: 0.0311821 | val_loss: 0.031183 | Time: 2488.51 ms
[2022-04-24 12:05:50 main:581] : INFO : Epoch 1567 | loss: 0.0311817 | val_loss: 0.031184 | Time: 2486.8 ms
[2022-04-24 12:05:53 main:581] : INFO : Epoch 1568 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 2497.05 ms
[2022-04-24 12:05:55 main:581] : INFO : Epoch 1569 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 2493.2 ms
[2022-04-24 12:05:58 main:581] : INFO : Epoch 1570 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 2488.74 ms
[2022-04-24 12:06:00 main:581] : INFO : Epoch 1571 | loss: 0.0311816 | val_loss: 0.0311819 | Time: 2495.6 ms
[2022-04-24 12:06:03 main:581] : INFO : Epoch 1572 | loss: 0.0311828 | val_loss: 0.0311865 | Time: 2492.1 ms
[2022-04-24 12:06:05 main:581] : INFO : Epoch 1573 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2496.03 ms
[2022-04-24 12:06:08 main:581] : INFO : Epoch 1574 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 2490.92 ms
[2022-04-24 12:06:10 main:581] : INFO : Epoch 1575 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 2492.09 ms
[2022-04-24 12:06:13 main:581] : INFO : Epoch 1576 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 2495.87 ms
[2022-04-24 12:06:15 main:581] : INFO : Epoch 1577 | loss: 0.0311817 | val_loss: 0.0311812 | Time: 2493.45 ms
[2022-04-24 12:06:18 main:581] : INFO : Epoch 1578 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 2488.62 ms
[2022-04-24 12:06:20 main:581] : INFO : Epoch 1579 | loss: 0.0311848 | val_loss: 0.0311812 | Time: 2495.02 ms
[2022-04-24 12:06:23 main:581] : INFO : Epoch 1580 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2491.8 ms
[2022-04-24 12:06:25 main:581] : INFO : Epoch 1581 | loss: 0.0311817 | val_loss: 0.0311811 | Time: 2491.39 ms
[2022-04-24 12:06:28 main:581] : INFO : Epoch 1582 | loss: 0.0311811 | val_loss: 0.0311811 | Time: 2495.53 ms
[2022-04-24 12:06:30 main:581] : INFO : Epoch 1583 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 2492.53 ms
[2022-04-24 12:06:33 main:581] : INFO : Epoch 1584 | loss: 0.0311824 | val_loss: 0.0311828 | Time: 2488.99 ms
[2022-04-24 12:06:35 main:581] : INFO : Epoch 1585 | loss: 0.0311818 | val_loss: 0.0311821 | Time: 2489.79 ms
[2022-04-24 12:06:38 main:581] : INFO : Epoch 1586 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2486.75 ms
[2022-04-24 12:06:40 main:581] : INFO : Epoch 1587 | loss: 0.0311815 | val_loss: 0.0311819 | Time: 2488.82 ms
[2022-04-24 12:06:43 main:581] : INFO : Epoch 1588 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2489.34 ms
[2022-04-24 12:06:45 main:581] : INFO : Epoch 1589 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2488.97 ms
[2022-04-24 12:06:47 main:581] : INFO : Epoch 1590 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2489.76 ms
[2022-04-24 12:06:50 main:581] : INFO : Epoch 1591 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 2491.97 ms
[2022-04-24 12:06:52 main:581] : INFO : Epoch 1592 | loss: 0.0311811 | val_loss: 0.0311817 | Time: 2488.98 ms
[2022-04-24 12:06:55 main:581] : INFO : Epoch 1593 | loss: 0.0311806 | val_loss: 0.0311832 | Time: 2489.23 ms
[2022-04-24 12:06:57 main:581] : INFO : Epoch 1594 | loss: 0.0311813 | val_loss: 0.031183 | Time: 2489.91 ms
[2022-04-24 12:07:00 main:581] : INFO : Epoch 1595 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 2492.17 ms
[2022-04-24 12:07:02 main:581] : INFO : Epoch 1596 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 2490.56 ms
[2022-04-24 12:07:05 main:581] : INFO : Epoch 1597 | loss: 0.0311811 | val_loss: 0.0311836 | Time: 2489.73 ms
[2022-04-24 12:07:07 main:581] : INFO : Epoch 1598 | loss: 0.0311815 | val_loss: 0.0311818 | Time: 2493.22 ms
[2022-04-24 12:07:10 main:581] : INFO : Epoch 1599 | loss: 0.0311811 | val_loss: 0.0311829 | Time: 2487.99 ms
[2022-04-24 12:07:12 main:581] : INFO : Epoch 1600 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 2490.31 ms
[2022-04-24 12:07:15 main:581] : INFO : Epoch 1601 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 2487.13 ms
[2022-04-24 12:07:17 main:581] : INFO : Epoch 1602 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 2490.25 ms
[2022-04-24 12:07:20 main:581] : INFO : Epoch 1603 | loss: 0.0311803 | val_loss: 0.0311829 | Time: 2492.62 ms
[2022-04-24 12:07:22 main:581] : INFO : Epoch 1604 | loss: 0.0311817 | val_loss: 0.0311854 | Time: 2490.64 ms
[2022-04-24 12:07:25 main:581] : INFO : Epoch 1605 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 2491.43 ms
[2022-04-24 12:07:27 main:581] : INFO : Epoch 1606 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 2490.41 ms
[2022-04-24 12:07:30 main:581] : INFO : Epoch 1607 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 2487.82 ms
[2022-04-24 12:07:32 main:581] : INFO : Epoch 1608 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2491.32 ms
[2022-04-24 12:07:35 main:581] : INFO : Epoch 1609 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 2490.71 ms
[2022-04-24 12:07:37 main:581] : INFO : Epoch 1610 | loss: 0.0311786 | val_loss: 0.0311825 | Time: 2492.68 ms
[2022-04-24 12:07:40 main:581] : INFO : Epoch 1611 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2437.88 ms
[2022-04-24 12:07:42 main:581] : INFO : Epoch 1612 | loss: 0.0311796 | val_loss: 0.0311816 | Time: 2427.83 ms
[2022-04-24 12:07:45 main:581] : INFO : Epoch 1613 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 2421.9 ms
[2022-04-24 12:07:47 main:581] : INFO : Epoch 1614 | loss: 0.0311782 | val_loss: 0.0311801 | Time: 2422.53 ms
[2022-04-24 12:07:49 main:581] : INFO : Epoch 1615 | loss: 0.0311785 | val_loss: 0.031183 | Time: 2420.15 ms
[2022-04-24 12:07:52 main:581] : INFO : Epoch 1616 | loss: 0.0311788 | val_loss: 0.0311818 | Time: 2423.77 ms
[2022-04-24 12:07:54 main:581] : INFO : Epoch 1617 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2420.95 ms
[2022-04-24 12:07:57 main:581] : INFO : Epoch 1618 | loss: 0.0311779 | val_loss: 0.0311812 | Time: 2424.47 ms
[2022-04-24 12:07:59 main:581] : INFO : Epoch 1619 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 2421.05 ms
[2022-04-24 12:08:02 main:581] : INFO : Epoch 1620 | loss: 0.0311788 | val_loss: 0.0311812 | Time: 2428.99 ms
[2022-04-24 12:08:04 main:581] : INFO : Epoch 1621 | loss: 0.0311764 | val_loss: 0.0311805 | Time: 2422.11 ms
[2022-04-24 12:08:06 main:581] : INFO : Epoch 1622 | loss: 0.0311771 | val_loss: 0.031184 | Time: 2420.61 ms
[2022-04-24 12:08:09 main:581] : INFO : Epoch 1623 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2425.44 ms
[2022-04-24 12:08:11 main:581] : INFO : Epoch 1624 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 2424.81 ms
[2022-04-24 12:08:14 main:581] : INFO : Epoch 1625 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 2427.43 ms
[2022-04-24 12:08:16 main:581] : INFO : Epoch 1626 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2423.11 ms
[2022-04-24 12:08:19 main:581] : INFO : Epoch 1627 | loss: 0.0311762 | val_loss: 0.031181 | Time: 2422.65 ms
[2022-04-24 12:08:21 main:581] : INFO : Epoch 1628 | loss: 0.0311766 | val_loss: 0.0311838 | Time: 2421.8 ms
[2022-04-24 12:08:23 main:581] : INFO : Epoch 1629 | loss: 0.0311769 | val_loss: 0.031181 | Time: 2419.09 ms
[2022-04-24 12:08:26 main:581] : INFO : Epoch 1630 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2419.72 ms
[2022-04-24 12:08:28 main:581] : INFO : Epoch 1631 | loss: 0.0311784 | val_loss: 0.0311868 | Time: 2424.1 ms
[2022-04-24 12:08:31 main:581] : INFO : Epoch 1632 | loss: 0.0311815 | val_loss: 0.0311953 | Time: 2422.87 ms
[2022-04-24 12:08:33 main:581] : INFO : Epoch 1633 | loss: 0.0311802 | val_loss: 0.0311818 | Time: 2416.87 ms
[2022-04-24 12:08:35 main:581] : INFO : Epoch 1634 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2421.2 ms
[2022-04-24 12:08:38 main:581] : INFO : Epoch 1635 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2419.04 ms
[2022-04-24 12:08:40 main:581] : INFO : Epoch 1636 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2420.4 ms
[2022-04-24 12:08:43 main:581] : INFO : Epoch 1637 | loss: 0.0311765 | val_loss: 0.0311817 | Time: 2421.59 ms
[2022-04-24 12:08:45 main:581] : INFO : Epoch 1638 | loss: 0.0311752 | val_loss: 0.0311842 | Time: 2426.37 ms
[2022-04-24 12:08:48 main:581] : INFO : Epoch 1639 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 2420.23 ms
[2022-04-24 12:08:50 main:581] : INFO : Epoch 1640 | loss: 0.0311756 | val_loss: 0.0311839 | Time: 2420.4 ms
[2022-04-24 12:08:52 main:581] : INFO : Epoch 1641 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 2419.61 ms
[2022-04-24 12:08:55 main:581] : INFO : Epoch 1642 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 2423.81 ms
[2022-04-24 12:08:57 main:581] : INFO : Epoch 1643 | loss: 0.0311768 | val_loss: 0.0311811 | Time: 2419.85 ms
[2022-04-24 12:09:00 main:581] : INFO : Epoch 1644 | loss: 0.031176 | val_loss: 0.031184 | Time: 2422.27 ms
[2022-04-24 12:09:02 main:581] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2425.74 ms
[2022-04-24 12:09:05 main:581] : INFO : Epoch 1646 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 2419.45 ms
[2022-04-24 12:09:07 main:581] : INFO : Epoch 1647 | loss: 0.0311777 | val_loss: 0.0311819 | Time: 2421.69 ms
[2022-04-24 12:09:09 main:581] : INFO : Epoch 1648 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 2419.9 ms
[2022-04-24 12:09:12 main:581] : INFO : Epoch 1649 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2420.68 ms
[2022-04-24 12:09:14 main:581] : INFO : Epoch 1650 | loss: 0.0311783 | val_loss: 0.0311862 | Time: 2425.8 ms
[2022-04-24 12:09:17 main:581] : INFO : Epoch 1651 | loss: 0.031177 | val_loss: 0.0311815 | Time: 2419.87 ms
[2022-04-24 12:09:19 main:581] : INFO : Epoch 1652 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2419.85 ms
[2022-04-24 12:09:21 main:581] : INFO : Epoch 1653 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 2421.42 ms
[2022-04-24 12:09:24 main:581] : INFO : Epoch 1654 | loss: 0.0311846 | val_loss: 0.0311859 | Time: 2421.48 ms
[2022-04-24 12:09:26 main:581] : INFO : Epoch 1655 | loss: 0.0311861 | val_loss: 0.0311845 | Time: 2418.85 ms
[2022-04-24 12:09:29 main:581] : INFO : Epoch 1656 | loss: 0.0311859 | val_loss: 0.0311843 | Time: 2423.44 ms
[2022-04-24 12:09:31 main:581] : INFO : Epoch 1657 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 2423.92 ms
[2022-04-24 12:09:34 main:581] : INFO : Epoch 1658 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 2418.87 ms
[2022-04-24 12:09:36 main:581] : INFO : Epoch 1659 | loss: 0.0311855 | val_loss: 0.0311848 | Time: 2417.28 ms
[2022-04-24 12:09:38 main:581] : INFO : Epoch 1660 | loss: 0.0311864 | val_loss: 0.0311842 | Time: 2423.45 ms
[2022-04-24 12:09:41 main:581] : INFO : Epoch 1661 | loss: 0.0311861 | val_loss: 0.0311841 | Time: 2418.59 ms
[2022-04-24 12:09:43 main:581] : INFO : Epoch 1662 | loss: 0.0311857 | val_loss: 0.0311907 | Time: 2425.63 ms
[2022-04-24 12:09:46 main:581] : INFO : Epoch 1663 | loss: 0.031186 | val_loss: 0.0311848 | Time: 2425.22 ms
[2022-04-24 12:09:48 main:581] : INFO : Epoch 1664 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 2421.87 ms
[2022-04-24 12:09:51 main:581] : INFO : Epoch 1665 | loss: 0.0311846 | val_loss: 0.0311851 | Time: 2422.53 ms
[2022-04-24 12:09:53 main:581] : INFO : Epoch 1666 | loss: 0.031184 | val_loss: 0.0311899 | Time: 2421.67 ms
[2022-04-24 12:09:55 main:581] : INFO : Epoch 1667 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 2420.09 ms
[2022-04-24 12:09:58 main:581] : INFO : Epoch 1668 | loss: 0.0311842 | val_loss: 0.0311896 | Time: 2419.51 ms
[2022-04-24 12:10:00 main:581] : INFO : Epoch 1669 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 2426.29 ms
[2022-04-24 12:10:03 main:581] : INFO : Epoch 1670 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 2424.54 ms
[2022-04-24 12:10:05 main:581] : INFO : Epoch 1671 | loss: 0.0311863 | val_loss: 0.0311838 | Time: 2420.46 ms
[2022-04-24 12:10:08 main:581] : INFO : Epoch 1672 | loss: 0.0311858 | val_loss: 0.0311844 | Time: 2420.64 ms
[2022-04-24 12:10:10 main:581] : INFO : Epoch 1673 | loss: 0.031187 | val_loss: 0.0311899 | Time: 2448.63 ms
[2022-04-24 12:10:12 main:581] : INFO : Epoch 1674 | loss: 0.0311885 | val_loss: 0.0311856 | Time: 2478.74 ms
[2022-04-24 12:10:15 main:581] : INFO : Epoch 1675 | loss: 0.0311862 | val_loss: 0.0311832 | Time: 2479.67 ms
[2022-04-24 12:10:17 main:581] : INFO : Epoch 1676 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2478.58 ms
[2022-04-24 12:10:20 main:581] : INFO : Epoch 1677 | loss: 0.0311853 | val_loss: 0.0311831 | Time: 2478.84 ms
[2022-04-24 12:10:22 main:581] : INFO : Epoch 1678 | loss: 0.031186 | val_loss: 0.031185 | Time: 2481.83 ms
[2022-04-24 12:10:25 main:581] : INFO : Epoch 1679 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 2478.85 ms
[2022-04-24 12:10:27 main:581] : INFO : Epoch 1680 | loss: 0.0311858 | val_loss: 0.0311849 | Time: 2479.12 ms
[2022-04-24 12:10:30 main:581] : INFO : Epoch 1681 | loss: 0.0311855 | val_loss: 0.0311838 | Time: 2479.43 ms
[2022-04-24 12:10:32 main:581] : INFO : Epoch 1682 | loss: 0.0311846 | val_loss: 0.0311832 | Time: 2479.53 ms
[2022-04-24 12:10:35 main:581] : INFO : Epoch 1683 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2486.79 ms
[2022-04-24 12:10:37 main:581] : INFO : Epoch 1684 | loss: 0.0311868 | val_loss: 0.0311827 | Time: 2480.42 ms
[2022-04-24 12:10:40 main:581] : INFO : Epoch 1685 | loss: 0.0311864 | val_loss: 0.0311855 | Time: 2480.87 ms
[2022-04-24 12:10:42 main:581] : INFO : Epoch 1686 | loss: 0.0311852 | val_loss: 0.0311848 | Time: 2478.28 ms
[2022-04-24 12:10:45 main:581] : INFO : Epoch 1687 | loss: 0.0311851 | val_loss: 0.0311839 | Time: 2481.89 ms
[2022-04-24 12:10:47 main:581] : INFO : Epoch 1688 | loss: 0.0311844 | val_loss: 0.031184 | Time: 2482.26 ms
[2022-04-24 12:10:50 main:581] : INFO : Epoch 1689 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 2481.56 ms
[2022-04-24 12:10:52 main:581] : INFO : Epoch 1690 | loss: 0.0311857 | val_loss: 0.0311827 | Time: 2478.56 ms
[2022-04-24 12:10:55 main:581] : INFO : Epoch 1691 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 2486.7 ms
[2022-04-24 12:10:57 main:581] : INFO : Epoch 1692 | loss: 0.0311847 | val_loss: 0.0311829 | Time: 2482.36 ms
[2022-04-24 12:11:00 main:581] : INFO : Epoch 1693 | loss: 0.0311833 | val_loss: 0.0311837 | Time: 2482.78 ms
[2022-04-24 12:11:02 main:581] : INFO : Epoch 1694 | loss: 0.0311835 | val_loss: 0.0311815 | Time: 2485.21 ms
[2022-04-24 12:11:05 main:581] : INFO : Epoch 1695 | loss: 0.0311832 | val_loss: 0.0311814 | Time: 2482.49 ms
[2022-04-24 12:11:07 main:581] : INFO : Epoch 1696 | loss: 0.0311835 | val_loss: 0.0311881 | Time: 2484.23 ms
[2022-04-24 12:11:10 main:581] : INFO : Epoch 1697 | loss: 0.0311843 | val_loss: 0.0311821 | Time: 2486.12 ms
[2022-04-24 12:11:12 main:581] : INFO : Epoch 1698 | loss: 0.031183 | val_loss: 0.0311814 | Time: 2482.73 ms
[2022-04-24 12:11:14 main:581] : INFO : Epoch 1699 | loss: 0.0311831 | val_loss: 0.031182 | Time: 2483.27 ms
[2022-04-24 12:11:17 main:581] : INFO : Epoch 1700 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 2484.2 ms
[2022-04-24 12:11:19 main:581] : INFO : Epoch 1701 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 2484.42 ms
[2022-04-24 12:11:22 main:581] : INFO : Epoch 1702 | loss: 0.0311824 | val_loss: 0.0311813 | Time: 2488.34 ms
[2022-04-24 12:11:24 main:581] : INFO : Epoch 1703 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 2484.56 ms
[2022-04-24 12:11:27 main:581] : INFO : Epoch 1704 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 2483.37 ms
[2022-04-24 12:11:29 main:581] : INFO : Epoch 1705 | loss: 0.031183 | val_loss: 0.0311821 | Time: 2485.29 ms
[2022-04-24 12:11:32 main:581] : INFO : Epoch 1706 | loss: 0.0311841 | val_loss: 0.0311846 | Time: 2483.62 ms
[2022-04-24 12:11:34 main:581] : INFO : Epoch 1707 | loss: 0.0311851 | val_loss: 0.0311825 | Time: 2486.08 ms
[2022-04-24 12:11:37 main:581] : INFO : Epoch 1708 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 2483.82 ms
[2022-04-24 12:11:39 main:581] : INFO : Epoch 1709 | loss: 0.0311823 | val_loss: 0.0311847 | Time: 2481.85 ms
[2022-04-24 12:11:42 main:581] : INFO : Epoch 1710 | loss: 0.0311823 | val_loss: 0.0311836 | Time: 2482.34 ms
[2022-04-24 12:11:44 main:581] : INFO : Epoch 1711 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 2482.92 ms
[2022-04-24 12:11:47 main:581] : INFO : Epoch 1712 | loss: 0.0311827 | val_loss: 0.031182 | Time: 2480.81 ms
[2022-04-24 12:11:49 main:581] : INFO : Epoch 1713 | loss: 0.0311826 | val_loss: 0.0311834 | Time: 2483.59 ms
[2022-04-24 12:11:52 main:581] : INFO : Epoch 1714 | loss: 0.0311823 | val_loss: 0.031182 | Time: 2480.49 ms
[2022-04-24 12:11:54 main:581] : INFO : Epoch 1715 | loss: 0.0311822 | val_loss: 0.0311857 | Time: 2483.4 ms
[2022-04-24 12:11:57 main:581] : INFO : Epoch 1716 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 2485.21 ms
[2022-04-24 12:11:59 main:581] : INFO : Epoch 1717 | loss: 0.0311877 | val_loss: 0.0311927 | Time: 2482.49 ms
[2022-04-24 12:12:02 main:581] : INFO : Epoch 1718 | loss: 0.0311874 | val_loss: 0.0311829 | Time: 2484.34 ms
[2022-04-24 12:12:04 main:581] : INFO : Epoch 1719 | loss: 0.0311847 | val_loss: 0.0311846 | Time: 2484.31 ms
[2022-04-24 12:12:07 main:581] : INFO : Epoch 1720 | loss: 0.0311833 | val_loss: 0.0311823 | Time: 2482.69 ms
[2022-04-24 12:12:09 main:581] : INFO : Epoch 1721 | loss: 0.031183 | val_loss: 0.0311834 | Time: 2481.92 ms
[2022-04-24 12:12:12 main:581] : INFO : Epoch 1722 | loss: 0.0311828 | val_loss: 0.0311816 | Time: 2484.53 ms
[2022-04-24 12:12:14 main:581] : INFO : Epoch 1723 | loss: 0.0311831 | val_loss: 0.0311822 | Time: 2482.66 ms
[2022-04-24 12:12:17 main:581] : INFO : Epoch 1724 | loss: 0.0311825 | val_loss: 0.031183 | Time: 2482.69 ms
[2022-04-24 12:12:19 main:581] : INFO : Epoch 1725 | loss: 0.0311832 | val_loss: 0.0311814 | Time: 2482.92 ms
[2022-04-24 12:12:22 main:581] : INFO : Epoch 1726 | loss: 0.031182 | val_loss: 0.0311812 | Time: 2481.49 ms
[2022-04-24 12:12:24 main:581] : INFO : Epoch 1727 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 2479.62 ms
[2022-04-24 12:12:27 main:581] : INFO : Epoch 1728 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 2479.94 ms
[2022-04-24 12:12:29 main:581] : INFO : Epoch 1729 | loss: 0.0311818 | val_loss: 0.031182 | Time: 2481.57 ms
[2022-04-24 12:12:31 main:581] : INFO : Epoch 1730 | loss: 0.0311817 | val_loss: 0.0311819 | Time: 2483.19 ms
[2022-04-24 12:12:34 main:581] : INFO : Epoch 1731 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 2482.42 ms
[2022-04-24 12:12:36 main:581] : INFO : Epoch 1732 | loss: 0.031182 | val_loss: 0.0311814 | Time: 2481.15 ms
[2022-04-24 12:12:39 main:581] : INFO : Epoch 1733 | loss: 0.031182 | val_loss: 0.0311812 | Time: 2482.71 ms
[2022-04-24 12:12:41 main:581] : INFO : Epoch 1734 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 2480.64 ms
[2022-04-24 12:12:44 main:581] : INFO : Epoch 1735 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 2482.36 ms
[2022-04-24 12:12:46 main:581] : INFO : Epoch 1736 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 2484.23 ms
[2022-04-24 12:12:49 main:581] : INFO : Epoch 1737 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 2481.74 ms
[2022-04-24 12:12:51 main:581] : INFO : Epoch 1738 | loss: 0.031182 | val_loss: 0.0311823 | Time: 2487.75 ms
[2022-04-24 12:12:54 main:581] : INFO : Epoch 1739 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 2481.32 ms
[2022-04-24 12:12:56 main:581] : INFO : Epoch 1740 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 2481.03 ms
[2022-04-24 12:12:59 main:581] : INFO : Epoch 1741 | loss: 0.0311822 | val_loss: 0.031182 | Time: 2480.2 ms
[2022-04-24 12:13:01 main:581] : INFO : Epoch 1742 | loss: 0.0311845 | val_loss: 0.0311831 | Time: 2483.36 ms
[2022-04-24 12:13:04 main:581] : INFO : Epoch 1743 | loss: 0.0311855 | val_loss: 0.0312027 | Time: 2482.52 ms
[2022-04-24 12:13:06 main:581] : INFO : Epoch 1744 | loss: 0.0311854 | val_loss: 0.0311822 | Time: 2482.31 ms
[2022-04-24 12:13:09 main:581] : INFO : Epoch 1745 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 2482.53 ms
[2022-04-24 12:13:11 main:581] : INFO : Epoch 1746 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 2483.02 ms
[2022-04-24 12:13:14 main:581] : INFO : Epoch 1747 | loss: 0.031182 | val_loss: 0.0311842 | Time: 2480.61 ms
[2022-04-24 12:13:16 main:581] : INFO : Epoch 1748 | loss: 0.0311823 | val_loss: 0.0311882 | Time: 2482.7 ms
[2022-04-24 12:13:19 main:581] : INFO : Epoch 1749 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 2485.82 ms
[2022-04-24 12:13:21 main:581] : INFO : Epoch 1750 | loss: 0.0311864 | val_loss: 0.0311867 | Time: 2482.09 ms
[2022-04-24 12:13:24 main:581] : INFO : Epoch 1751 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 2480.51 ms
[2022-04-24 12:13:26 main:581] : INFO : Epoch 1752 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 2482.96 ms
[2022-04-24 12:13:29 main:581] : INFO : Epoch 1753 | loss: 0.0311845 | val_loss: 0.0311842 | Time: 2483.21 ms
[2022-04-24 12:13:31 main:581] : INFO : Epoch 1754 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 2481.8 ms
[2022-04-24 12:13:34 main:581] : INFO : Epoch 1755 | loss: 0.0311834 | val_loss: 0.031185 | Time: 2481.27 ms
[2022-04-24 12:13:36 main:581] : INFO : Epoch 1756 | loss: 0.0311839 | val_loss: 0.0311843 | Time: 2482.57 ms
[2022-04-24 12:13:39 main:581] : INFO : Epoch 1757 | loss: 0.0311835 | val_loss: 0.0311845 | Time: 2480.32 ms
[2022-04-24 12:13:41 main:581] : INFO : Epoch 1758 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 2481.96 ms
[2022-04-24 12:13:43 main:581] : INFO : Epoch 1759 | loss: 0.031183 | val_loss: 0.0311833 | Time: 2482.06 ms
[2022-04-24 12:13:46 main:581] : INFO : Epoch 1760 | loss: 0.0311826 | val_loss: 0.0311835 | Time: 2481.21 ms
[2022-04-24 12:13:48 main:581] : INFO : Epoch 1761 | loss: 0.0311823 | val_loss: 0.0311838 | Time: 2481.32 ms
[2022-04-24 12:13:51 main:581] : INFO : Epoch 1762 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 2486.27 ms
[2022-04-24 12:13:53 main:581] : INFO : Epoch 1763 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 2480.98 ms
[2022-04-24 12:13:56 main:581] : INFO : Epoch 1764 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 2479.22 ms
[2022-04-24 12:13:58 main:581] : INFO : Epoch 1765 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 2481 ms
[2022-04-24 12:14:01 main:581] : INFO : Epoch 1766 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 2483.65 ms
[2022-04-24 12:14:03 main:581] : INFO : Epoch 1767 | loss: 0.0311829 | val_loss: 0.031187 | Time: 2481.03 ms
[2022-04-24 12:14:06 main:581] : INFO : Epoch 1768 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 2480.68 ms
[2022-04-24 12:14:08 main:581] : INFO : Epoch 1769 | loss: 0.0311842 | val_loss: 0.031183 | Time: 2480.29 ms
[2022-04-24 12:14:11 main:581] : INFO : Epoch 1770 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 2480.51 ms
[2022-04-24 12:14:13 main:581] : INFO : Epoch 1771 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 2482.8 ms
[2022-04-24 12:14:16 main:581] : INFO : Epoch 1772 | loss: 0.0311817 | val_loss: 0.0311832 | Time: 2482.81 ms
[2022-04-24 12:14:18 main:581] : INFO : Epoch 1773 | loss: 0.0311849 | val_loss: 0.0311847 | Time: 2480.29 ms
[2022-04-24 12:14:21 main:581] : INFO : Epoch 1774 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 2481.68 ms
[2022-04-24 12:14:23 main:581] : INFO : Epoch 1775 | loss: 0.031182 | val_loss: 0.031185 | Time: 2483.57 ms
[2022-04-24 12:14:26 main:581] : INFO : Epoch 1776 | loss: 0.0311819 | val_loss: 0.0311884 | Time: 2482.46 ms
[2022-04-24 12:14:28 main:581] : INFO : Epoch 1777 | loss: 0.0311833 | val_loss: 0.0311834 | Time: 2481.12 ms
[2022-04-24 12:14:31 main:581] : INFO : Epoch 1778 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 2481.55 ms
[2022-04-24 12:14:33 main:581] : INFO : Epoch 1779 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 2480.86 ms
[2022-04-24 12:14:36 main:581] : INFO : Epoch 1780 | loss: 0.0311848 | val_loss: 0.0311866 | Time: 2480.95 ms
[2022-04-24 12:14:38 main:581] : INFO : Epoch 1781 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 2478.77 ms
[2022-04-24 12:14:41 main:581] : INFO : Epoch 1782 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 2479.92 ms
[2022-04-24 12:14:43 main:581] : INFO : Epoch 1783 | loss: 0.0311809 | val_loss: 0.031183 | Time: 2481.66 ms
[2022-04-24 12:14:46 main:581] : INFO : Epoch 1784 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 2483.22 ms
[2022-04-24 12:14:48 main:581] : INFO : Epoch 1785 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 2481.11 ms
[2022-04-24 12:14:50 main:581] : INFO : Epoch 1786 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 2483.17 ms
[2022-04-24 12:14:53 main:581] : INFO : Epoch 1787 | loss: 0.0311804 | val_loss: 0.0311828 | Time: 2480.78 ms
[2022-04-24 12:14:55 main:581] : INFO : Epoch 1788 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 2482.18 ms
[2022-04-24 12:14:58 main:581] : INFO : Epoch 1789 | loss: 0.0311803 | val_loss: 0.0311836 | Time: 2483.81 ms
[2022-04-24 12:15:00 main:581] : INFO : Epoch 1790 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 2485.55 ms
[2022-04-24 12:15:03 main:581] : INFO : Epoch 1791 | loss: 0.0311804 | val_loss: 0.031183 | Time: 2480.93 ms
[2022-04-24 12:15:05 main:581] : INFO : Epoch 1792 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 2484.71 ms
[2022-04-24 12:15:08 main:581] : INFO : Epoch 1793 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 2485.09 ms
[2022-04-24 12:15:10 main:581] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311863 | Time: 2483.31 ms
[2022-04-24 12:15:13 main:581] : INFO : Epoch 1795 | loss: 0.0311826 | val_loss: 0.0311903 | Time: 2482.19 ms
[2022-04-24 12:15:15 main:581] : INFO : Epoch 1796 | loss: 0.0311829 | val_loss: 0.0311862 | Time: 2482.27 ms
[2022-04-24 12:15:18 main:581] : INFO : Epoch 1797 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 2484.84 ms
[2022-04-24 12:15:20 main:581] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 2481.15 ms
[2022-04-24 12:15:23 main:581] : INFO : Epoch 1799 | loss: 0.0311799 | val_loss: 0.0311852 | Time: 2483.44 ms
[2022-04-24 12:15:25 main:581] : INFO : Epoch 1800 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 2482.63 ms
[2022-04-24 12:15:28 main:581] : INFO : Epoch 1801 | loss: 0.0311813 | val_loss: 0.0311885 | Time: 2482.59 ms
[2022-04-24 12:15:30 main:581] : INFO : Epoch 1802 | loss: 0.0311813 | val_loss: 0.0311847 | Time: 2481 ms
[2022-04-24 12:15:33 main:581] : INFO : Epoch 1803 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 2481.36 ms
[2022-04-24 12:15:35 main:581] : INFO : Epoch 1804 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 2483.71 ms
[2022-04-24 12:15:38 main:581] : INFO : Epoch 1805 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 2481.51 ms
[2022-04-24 12:15:40 main:581] : INFO : Epoch 1806 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 2483.04 ms
[2022-04-24 12:15:43 main:581] : INFO : Epoch 1807 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 2485.36 ms
[2022-04-24 12:15:45 main:581] : INFO : Epoch 1808 | loss: 0.031181 | val_loss: 0.031183 | Time: 2485.19 ms
[2022-04-24 12:15:48 main:581] : INFO : Epoch 1809 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 2483.38 ms
[2022-04-24 12:15:50 main:581] : INFO : Epoch 1810 | loss: 0.0311825 | val_loss: 0.0311832 | Time: 2483.4 ms
[2022-04-24 12:15:53 main:581] : INFO : Epoch 1811 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 2486.56 ms
[2022-04-24 12:15:55 main:581] : INFO : Epoch 1812 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2482.74 ms
[2022-04-24 12:15:58 main:581] : INFO : Epoch 1813 | loss: 0.0311815 | val_loss: 0.0311832 | Time: 2484.42 ms
[2022-04-24 12:16:00 main:581] : INFO : Epoch 1814 | loss: 0.0311808 | val_loss: 0.0311828 | Time: 2483.36 ms
[2022-04-24 12:16:03 main:581] : INFO : Epoch 1815 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 2484.17 ms
[2022-04-24 12:16:05 main:581] : INFO : Epoch 1816 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 2481.27 ms
[2022-04-24 12:16:07 main:581] : INFO : Epoch 1817 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 2480.93 ms
[2022-04-24 12:16:10 main:581] : INFO : Epoch 1818 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 2486.66 ms
[2022-04-24 12:16:12 main:581] : INFO : Epoch 1819 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 2479.2 ms
[2022-04-24 12:16:15 main:581] : INFO : Epoch 1820 | loss: 0.0311806 | val_loss: 0.0311841 | Time: 2483.91 ms
[2022-04-24 12:16:17 main:581] : INFO : Epoch 1821 | loss: 0.0311828 | val_loss: 0.0311829 | Time: 2481.65 ms
[2022-04-24 12:16:20 main:581] : INFO : Epoch 1822 | loss: 0.0311816 | val_loss: 0.0311839 | Time: 2484.09 ms
[2022-04-24 12:16:22 main:581] : INFO : Epoch 1823 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 2482.77 ms
[2022-04-24 12:16:25 main:581] : INFO : Epoch 1824 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 2480.38 ms
[2022-04-24 12:16:27 main:581] : INFO : Epoch 1825 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 2481.39 ms
[2022-04-24 12:16:30 main:581] : INFO : Epoch 1826 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 2481.78 ms
[2022-04-24 12:16:32 main:581] : INFO : Epoch 1827 | loss: 0.031182 | val_loss: 0.0311824 | Time: 2481.21 ms
[2022-04-24 12:16:35 main:581] : INFO : Epoch 1828 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 2480.98 ms
[2022-04-24 12:16:37 main:581] : INFO : Epoch 1829 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 2481.34 ms
[2022-04-24 12:16:40 main:581] : INFO : Epoch 1830 | loss: 0.0311796 | val_loss: 0.0311822 | Time: 2483.25 ms
[2022-04-24 12:16:42 main:581] : INFO : Epoch 1831 | loss: 0.0311805 | val_loss: 0.0311847 | Time: 2481.81 ms
[2022-04-24 12:16:45 main:581] : INFO : Epoch 1832 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 2481.85 ms
[2022-04-24 12:16:47 main:581] : INFO : Epoch 1833 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2481.97 ms
[2022-04-24 12:16:50 main:581] : INFO : Epoch 1834 | loss: 0.0311823 | val_loss: 0.031189 | Time: 2481.88 ms
[2022-04-24 12:16:52 main:581] : INFO : Epoch 1835 | loss: 0.0311825 | val_loss: 0.0311829 | Time: 2480.38 ms
[2022-04-24 12:16:55 main:581] : INFO : Epoch 1836 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2482.82 ms
[2022-04-24 12:16:57 main:581] : INFO : Epoch 1837 | loss: 0.0311799 | val_loss: 0.0311824 | Time: 2484.46 ms
[2022-04-24 12:17:00 main:581] : INFO : Epoch 1838 | loss: 0.031181 | val_loss: 0.0311867 | Time: 2482.27 ms
[2022-04-24 12:17:02 main:581] : INFO : Epoch 1839 | loss: 0.0311833 | val_loss: 0.0311847 | Time: 2482.02 ms
[2022-04-24 12:17:05 main:581] : INFO : Epoch 1840 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 2485.52 ms
[2022-04-24 12:17:07 main:581] : INFO : Epoch 1841 | loss: 0.0311827 | val_loss: 0.0311822 | Time: 2482.06 ms
[2022-04-24 12:17:10 main:581] : INFO : Epoch 1842 | loss: 0.0311826 | val_loss: 0.0311825 | Time: 2481.22 ms
[2022-04-24 12:17:12 main:581] : INFO : Epoch 1843 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 2482.84 ms
[2022-04-24 12:17:15 main:581] : INFO : Epoch 1844 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 2484.27 ms
[2022-04-24 12:17:17 main:581] : INFO : Epoch 1845 | loss: 0.0311807 | val_loss: 0.0311829 | Time: 2482.62 ms
[2022-04-24 12:17:19 main:581] : INFO : Epoch 1846 | loss: 0.0311812 | val_loss: 0.0311836 | Time: 2485.85 ms
[2022-04-24 12:17:22 main:581] : INFO : Epoch 1847 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 2482.1 ms
[2022-04-24 12:17:24 main:581] : INFO : Epoch 1848 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2481.67 ms
[2022-04-24 12:17:27 main:581] : INFO : Epoch 1849 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 2483.06 ms
[2022-04-24 12:17:29 main:581] : INFO : Epoch 1850 | loss: 0.0311797 | val_loss: 0.0311851 | Time: 2482.98 ms
[2022-04-24 12:17:32 main:581] : INFO : Epoch 1851 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 2484.25 ms
[2022-04-24 12:17:34 main:581] : INFO : Epoch 1852 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 2481.99 ms
[2022-04-24 12:17:37 main:581] : INFO : Epoch 1853 | loss: 0.0311795 | val_loss: 0.0311822 | Time: 2484.17 ms
[2022-04-24 12:17:39 main:581] : INFO : Epoch 1854 | loss: 0.0311791 | val_loss: 0.031184 | Time: 2482.84 ms
[2022-04-24 12:17:42 main:581] : INFO : Epoch 1855 | loss: 0.0311793 | val_loss: 0.0311824 | Time: 2484.64 ms
[2022-04-24 12:17:44 main:581] : INFO : Epoch 1856 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 2483.67 ms
[2022-04-24 12:17:47 main:581] : INFO : Epoch 1857 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 2489.46 ms
[2022-04-24 12:17:49 main:581] : INFO : Epoch 1858 | loss: 0.0311876 | val_loss: 0.0311846 | Time: 2494.34 ms
[2022-04-24 12:17:52 main:581] : INFO : Epoch 1859 | loss: 0.0311853 | val_loss: 0.0311845 | Time: 2489.03 ms
[2022-04-24 12:17:54 main:581] : INFO : Epoch 1860 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 2483.4 ms
[2022-04-24 12:17:57 main:581] : INFO : Epoch 1861 | loss: 0.0311842 | val_loss: 0.0311848 | Time: 2484.74 ms
[2022-04-24 12:17:59 main:581] : INFO : Epoch 1862 | loss: 0.0311853 | val_loss: 0.0311839 | Time: 2488.28 ms
[2022-04-24 12:18:02 main:581] : INFO : Epoch 1863 | loss: 0.031186 | val_loss: 0.0311842 | Time: 2490.35 ms
[2022-04-24 12:18:04 main:581] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311828 | Time: 2492.59 ms
[2022-04-24 12:18:07 main:581] : INFO : Epoch 1865 | loss: 0.0311832 | val_loss: 0.0311825 | Time: 2488.33 ms
[2022-04-24 12:18:09 main:581] : INFO : Epoch 1866 | loss: 0.0311845 | val_loss: 0.0311913 | Time: 2485 ms
[2022-04-24 12:18:12 main:581] : INFO : Epoch 1867 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 2484.12 ms
[2022-04-24 12:18:14 main:581] : INFO : Epoch 1868 | loss: 0.0311862 | val_loss: 0.0311826 | Time: 2492.74 ms
[2022-04-24 12:18:17 main:581] : INFO : Epoch 1869 | loss: 0.0311825 | val_loss: 0.0311823 | Time: 2489.15 ms
[2022-04-24 12:18:19 main:581] : INFO : Epoch 1870 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2488.36 ms
[2022-04-24 12:18:22 main:581] : INFO : Epoch 1871 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2486.06 ms
[2022-04-24 12:18:24 main:581] : INFO : Epoch 1872 | loss: 0.031184 | val_loss: 0.0311833 | Time: 2487.5 ms
[2022-04-24 12:18:27 main:581] : INFO : Epoch 1873 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 2489.19 ms
[2022-04-24 12:18:29 main:581] : INFO : Epoch 1874 | loss: 0.0311816 | val_loss: 0.0311869 | Time: 2489.07 ms
[2022-04-24 12:18:32 main:581] : INFO : Epoch 1875 | loss: 0.031182 | val_loss: 0.0311841 | Time: 2486.66 ms
[2022-04-24 12:18:34 main:581] : INFO : Epoch 1876 | loss: 0.031184 | val_loss: 0.0311872 | Time: 2486.09 ms
[2022-04-24 12:18:37 main:581] : INFO : Epoch 1877 | loss: 0.0311859 | val_loss: 0.0311853 | Time: 2496.3 ms
[2022-04-24 12:18:39 main:581] : INFO : Epoch 1878 | loss: 0.0311848 | val_loss: 0.0311833 | Time: 2487.72 ms
[2022-04-24 12:18:42 main:581] : INFO : Epoch 1879 | loss: 0.0311847 | val_loss: 0.0311829 | Time: 2489.69 ms
[2022-04-24 12:18:44 main:581] : INFO : Epoch 1880 | loss: 0.0311845 | val_loss: 0.0311852 | Time: 2487.6 ms
[2022-04-24 12:18:47 main:581] : INFO : Epoch 1881 | loss: 0.0311846 | val_loss: 0.031183 | Time: 2489.47 ms
[2022-04-24 12:18:49 main:581] : INFO : Epoch 1882 | loss: 0.031184 | val_loss: 0.031186 | Time: 2492.8 ms
[2022-04-24 12:18:52 main:581] : INFO : Epoch 1883 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 2495.96 ms
[2022-04-24 12:18:54 main:581] : INFO : Epoch 1884 | loss: 0.0311828 | val_loss: 0.031187 | Time: 2490.38 ms
[2022-04-24 12:18:57 main:581] : INFO : Epoch 1885 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 2489.73 ms
[2022-04-24 12:18:59 main:581] : INFO : Epoch 1886 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 2493.39 ms
[2022-04-24 12:19:01 main:581] : INFO : Epoch 1887 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 2490.89 ms
[2022-04-24 12:19:04 main:581] : INFO : Epoch 1888 | loss: 0.0311813 | val_loss: 0.0311824 | Time: 2489.48 ms
[2022-04-24 12:19:06 main:581] : INFO : Epoch 1889 | loss: 0.0311808 | val_loss: 0.031182 | Time: 2490 ms
[2022-04-24 12:19:09 main:581] : INFO : Epoch 1890 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 2491.06 ms
[2022-04-24 12:19:11 main:581] : INFO : Epoch 1891 | loss: 0.031185 | val_loss: 0.0311831 | Time: 2487.49 ms
[2022-04-24 12:19:14 main:581] : INFO : Epoch 1892 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 2493.42 ms
[2022-04-24 12:19:16 main:581] : INFO : Epoch 1893 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 2491.06 ms
[2022-04-24 12:19:19 main:581] : INFO : Epoch 1894 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 2484.88 ms
[2022-04-24 12:19:21 main:581] : INFO : Epoch 1895 | loss: 0.0311864 | val_loss: 0.0311851 | Time: 2491.27 ms
[2022-04-24 12:19:24 main:581] : INFO : Epoch 1896 | loss: 0.0311809 | val_loss: 0.0311829 | Time: 2490.51 ms
[2022-04-24 12:19:26 main:581] : INFO : Epoch 1897 | loss: 0.0311815 | val_loss: 0.0311835 | Time: 2486.7 ms
[2022-04-24 12:19:29 main:581] : INFO : Epoch 1898 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 2486.06 ms
[2022-04-24 12:19:31 main:581] : INFO : Epoch 1899 | loss: 0.0311809 | val_loss: 0.0311828 | Time: 2493.6 ms
[2022-04-24 12:19:34 main:581] : INFO : Epoch 1900 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 2488.88 ms
[2022-04-24 12:19:36 main:581] : INFO : Epoch 1901 | loss: 0.0311851 | val_loss: 0.0311821 | Time: 2490.13 ms
[2022-04-24 12:19:39 main:581] : INFO : Epoch 1902 | loss: 0.0311808 | val_loss: 0.0311874 | Time: 2488.11 ms
[2022-04-24 12:19:41 main:581] : INFO : Epoch 1903 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 2486.39 ms
[2022-04-24 12:19:44 main:581] : INFO : Epoch 1904 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 2490.75 ms
[2022-04-24 12:19:46 main:581] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 2488.91 ms
[2022-04-24 12:19:49 main:581] : INFO : Epoch 1906 | loss: 0.0311828 | val_loss: 0.0311837 | Time: 2495.76 ms
[2022-04-24 12:19:51 main:581] : INFO : Epoch 1907 | loss: 0.0311809 | val_loss: 0.0311854 | Time: 2489.51 ms
[2022-04-24 12:19:54 main:581] : INFO : Epoch 1908 | loss: 0.0311822 | val_loss: 0.0311835 | Time: 2488.97 ms
[2022-04-24 12:19:56 main:581] : INFO : Epoch 1909 | loss: 0.0311813 | val_loss: 0.031183 | Time: 2486.71 ms
[2022-04-24 12:19:59 main:581] : INFO : Epoch 1910 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 2489.11 ms
[2022-04-24 12:20:01 main:581] : INFO : Epoch 1911 | loss: 0.0311814 | val_loss: 0.0311836 | Time: 2490.21 ms
[2022-04-24 12:20:04 main:581] : INFO : Epoch 1912 | loss: 0.0311802 | val_loss: 0.0311843 | Time: 2492.66 ms
[2022-04-24 12:20:06 main:581] : INFO : Epoch 1913 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2487.3 ms
[2022-04-24 12:20:09 main:581] : INFO : Epoch 1914 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 2489.42 ms
[2022-04-24 12:20:11 main:581] : INFO : Epoch 1915 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 2490.38 ms
[2022-04-24 12:20:14 main:581] : INFO : Epoch 1916 | loss: 0.0311826 | val_loss: 0.0311868 | Time: 2491.8 ms
[2022-04-24 12:20:16 main:581] : INFO : Epoch 1917 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 2486.2 ms
[2022-04-24 12:20:19 main:581] : INFO : Epoch 1918 | loss: 0.0311842 | val_loss: 0.0311861 | Time: 2487.57 ms
[2022-04-24 12:20:21 main:581] : INFO : Epoch 1919 | loss: 0.0311836 | val_loss: 0.0311862 | Time: 2489.39 ms
[2022-04-24 12:20:24 main:581] : INFO : Epoch 1920 | loss: 0.0311848 | val_loss: 0.0311848 | Time: 2491.31 ms
[2022-04-24 12:20:26 main:581] : INFO : Epoch 1921 | loss: 0.0311838 | val_loss: 0.0311884 | Time: 2488.23 ms
[2022-04-24 12:20:29 main:581] : INFO : Epoch 1922 | loss: 0.0311911 | val_loss: 0.0311902 | Time: 2485.31 ms
[2022-04-24 12:20:31 main:581] : INFO : Epoch 1923 | loss: 0.0311898 | val_loss: 0.0311881 | Time: 2484.2 ms
[2022-04-24 12:20:34 main:581] : INFO : Epoch 1924 | loss: 0.0311877 | val_loss: 0.0311895 | Time: 2486.29 ms
[2022-04-24 12:20:36 main:581] : INFO : Epoch 1925 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 2485.82 ms
[2022-04-24 12:20:39 main:581] : INFO : Epoch 1926 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 2488.51 ms
[2022-04-24 12:20:41 main:581] : INFO : Epoch 1927 | loss: 0.0311866 | val_loss: 0.0311869 | Time: 2491.56 ms
[2022-04-24 12:20:44 main:581] : INFO : Epoch 1928 | loss: 0.0311873 | val_loss: 0.0311858 | Time: 2488.02 ms
[2022-04-24 12:20:46 main:581] : INFO : Epoch 1929 | loss: 0.031186 | val_loss: 0.0311862 | Time: 2484.27 ms
[2022-04-24 12:20:49 main:581] : INFO : Epoch 1930 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 2488.38 ms
[2022-04-24 12:20:51 main:581] : INFO : Epoch 1931 | loss: 0.031187 | val_loss: 0.0311876 | Time: 2488.9 ms
[2022-04-24 12:20:54 main:581] : INFO : Epoch 1932 | loss: 0.0311858 | val_loss: 0.031186 | Time: 2486.41 ms
[2022-04-24 12:20:56 main:581] : INFO : Epoch 1933 | loss: 0.0311868 | val_loss: 0.0311888 | Time: 2488.56 ms
[2022-04-24 12:20:58 main:581] : INFO : Epoch 1934 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 2486 ms
[2022-04-24 12:21:01 main:581] : INFO : Epoch 1935 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 2485.93 ms
[2022-04-24 12:21:03 main:581] : INFO : Epoch 1936 | loss: 0.0311858 | val_loss: 0.0311907 | Time: 2487.78 ms
[2022-04-24 12:21:06 main:581] : INFO : Epoch 1937 | loss: 0.0311872 | val_loss: 0.031188 | Time: 2487.33 ms
[2022-04-24 12:21:08 main:581] : INFO : Epoch 1938 | loss: 0.0311855 | val_loss: 0.0311869 | Time: 2484.96 ms
[2022-04-24 12:21:11 main:581] : INFO : Epoch 1939 | loss: 0.0311864 | val_loss: 0.0311865 | Time: 2491.52 ms
[2022-04-24 12:21:13 main:581] : INFO : Epoch 1940 | loss: 0.0311847 | val_loss: 0.0311873 | Time: 2487.02 ms
[2022-04-24 12:21:16 main:581] : INFO : Epoch 1941 | loss: 0.0311863 | val_loss: 0.031186 | Time: 2482.64 ms
[2022-04-24 12:21:18 main:581] : INFO : Epoch 1942 | loss: 0.031185 | val_loss: 0.0311855 | Time: 2491.96 ms
[2022-04-24 12:21:21 main:581] : INFO : Epoch 1943 | loss: 0.0311847 | val_loss: 0.0311855 | Time: 2483.47 ms
[2022-04-24 12:21:23 main:581] : INFO : Epoch 1944 | loss: 0.031184 | val_loss: 0.0311854 | Time: 2486.38 ms
[2022-04-24 12:21:26 main:581] : INFO : Epoch 1945 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 2485.98 ms
[2022-04-24 12:21:28 main:581] : INFO : Epoch 1946 | loss: 0.0311846 | val_loss: 0.0311856 | Time: 2487.76 ms
[2022-04-24 12:21:31 main:581] : INFO : Epoch 1947 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 2490.19 ms
[2022-04-24 12:21:33 main:581] : INFO : Epoch 1948 | loss: 0.0311847 | val_loss: 0.0311853 | Time: 2487.84 ms
[2022-04-24 12:21:36 main:581] : INFO : Epoch 1949 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 2487.19 ms
[2022-04-24 12:21:38 main:581] : INFO : Epoch 1950 | loss: 0.0311838 | val_loss: 0.0311851 | Time: 2485.77 ms
[2022-04-24 12:21:41 main:581] : INFO : Epoch 1951 | loss: 0.0311836 | val_loss: 0.0311857 | Time: 2484.34 ms
[2022-04-24 12:21:43 main:581] : INFO : Epoch 1952 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 2487.08 ms
[2022-04-24 12:21:46 main:581] : INFO : Epoch 1953 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 2487.97 ms
[2022-04-24 12:21:48 main:581] : INFO : Epoch 1954 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 2483.66 ms
[2022-04-24 12:21:51 main:581] : INFO : Epoch 1955 | loss: 0.0311847 | val_loss: 0.0311847 | Time: 2491.62 ms
[2022-04-24 12:21:53 main:581] : INFO : Epoch 1956 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2487.1 ms
[2022-04-24 12:21:56 main:581] : INFO : Epoch 1957 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 2486.21 ms
[2022-04-24 12:21:58 main:581] : INFO : Epoch 1958 | loss: 0.0311846 | val_loss: 0.0311846 | Time: 2487.4 ms
[2022-04-24 12:22:01 main:581] : INFO : Epoch 1959 | loss: 0.0311844 | val_loss: 0.0311872 | Time: 2487.27 ms
[2022-04-24 12:22:03 main:581] : INFO : Epoch 1960 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 2488.44 ms
[2022-04-24 12:22:06 main:581] : INFO : Epoch 1961 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 2489.18 ms
[2022-04-24 12:22:08 main:581] : INFO : Epoch 1962 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 2484.68 ms
[2022-04-24 12:22:11 main:581] : INFO : Epoch 1963 | loss: 0.0311839 | val_loss: 0.0311852 | Time: 2483.15 ms
[2022-04-24 12:22:13 main:581] : INFO : Epoch 1964 | loss: 0.031184 | val_loss: 0.0311842 | Time: 2489.6 ms
[2022-04-24 12:22:16 main:581] : INFO : Epoch 1965 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 2490.3 ms
[2022-04-24 12:22:18 main:581] : INFO : Epoch 1966 | loss: 0.0311866 | val_loss: 0.0311852 | Time: 2485.75 ms
[2022-04-24 12:22:21 main:581] : INFO : Epoch 1967 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 2489.48 ms
[2022-04-24 12:22:23 main:581] : INFO : Epoch 1968 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 2487.6 ms
[2022-04-24 12:22:26 main:581] : INFO : Epoch 1969 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 2488.81 ms
[2022-04-24 12:22:28 main:581] : INFO : Epoch 1970 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 2487.93 ms
[2022-04-24 12:22:31 main:581] : INFO : Epoch 1971 | loss: 0.0311828 | val_loss: 0.031185 | Time: 2485.8 ms
[2022-04-24 12:22:33 main:581] : INFO : Epoch 1972 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 2487.48 ms
[2022-04-24 12:22:36 main:581] : INFO : Epoch 1973 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 2484.91 ms
[2022-04-24 12:22:38 main:581] : INFO : Epoch 1974 | loss: 0.0311825 | val_loss: 0.0311849 | Time: 2487.84 ms
[2022-04-24 12:22:40 main:581] : INFO : Epoch 1975 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 2487.14 ms
[2022-04-24 12:22:43 main:581] : INFO : Epoch 1976 | loss: 0.0311825 | val_loss: 0.0311866 | Time: 2488.94 ms
[2022-04-24 12:22:45 main:581] : INFO : Epoch 1977 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 2488.48 ms
[2022-04-24 12:22:48 main:581] : INFO : Epoch 1978 | loss: 0.0311831 | val_loss: 0.0311848 | Time: 2481.46 ms
[2022-04-24 12:22:50 main:581] : INFO : Epoch 1979 | loss: 0.0311843 | val_loss: 0.0311844 | Time: 2489.87 ms
[2022-04-24 12:22:53 main:581] : INFO : Epoch 1980 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 2490.02 ms
[2022-04-24 12:22:55 main:581] : INFO : Epoch 1981 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 2489.83 ms
[2022-04-24 12:22:58 main:581] : INFO : Epoch 1982 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 2486.82 ms
[2022-04-24 12:23:00 main:581] : INFO : Epoch 1983 | loss: 0.0311821 | val_loss: 0.0311827 | Time: 2485.27 ms
[2022-04-24 12:23:03 main:581] : INFO : Epoch 1984 | loss: 0.0311821 | val_loss: 0.0311831 | Time: 2492.99 ms
[2022-04-24 12:23:05 main:581] : INFO : Epoch 1985 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 2487.13 ms
[2022-04-24 12:23:08 main:581] : INFO : Epoch 1986 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 2488.11 ms
[2022-04-24 12:23:10 main:581] : INFO : Epoch 1987 | loss: 0.0311841 | val_loss: 0.0311854 | Time: 2486.63 ms
[2022-04-24 12:23:13 main:581] : INFO : Epoch 1988 | loss: 0.0311838 | val_loss: 0.0311842 | Time: 2485.83 ms
[2022-04-24 12:23:15 main:581] : INFO : Epoch 1989 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 2487.41 ms
[2022-04-24 12:23:18 main:581] : INFO : Epoch 1990 | loss: 0.0311842 | val_loss: 0.0311935 | Time: 2489.84 ms
[2022-04-24 12:23:20 main:581] : INFO : Epoch 1991 | loss: 0.0311861 | val_loss: 0.031183 | Time: 2493.52 ms
[2022-04-24 12:23:23 main:581] : INFO : Epoch 1992 | loss: 0.0311823 | val_loss: 0.0311862 | Time: 2486.93 ms
[2022-04-24 12:23:25 main:581] : INFO : Epoch 1993 | loss: 0.031182 | val_loss: 0.0311828 | Time: 2484.71 ms
[2022-04-24 12:23:28 main:581] : INFO : Epoch 1994 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 2492.35 ms
[2022-04-24 12:23:30 main:581] : INFO : Epoch 1995 | loss: 0.0311851 | val_loss: 0.031187 | Time: 2488.03 ms
[2022-04-24 12:23:33 main:581] : INFO : Epoch 1996 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 2484.53 ms
[2022-04-24 12:23:35 main:581] : INFO : Epoch 1997 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 2490.55 ms
[2022-04-24 12:23:38 main:581] : INFO : Epoch 1998 | loss: 0.0311815 | val_loss: 0.0311828 | Time: 2484.97 ms
[2022-04-24 12:23:40 main:581] : INFO : Epoch 1999 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 2484.86 ms
[2022-04-24 12:23:43 main:581] : INFO : Epoch 2000 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 2488.56 ms
[2022-04-24 12:23:45 main:581] : INFO : Epoch 2001 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2487.62 ms
[2022-04-24 12:23:48 main:581] : INFO : Epoch 2002 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 2484.06 ms
[2022-04-24 12:23:50 main:581] : INFO : Epoch 2003 | loss: 0.0311815 | val_loss: 0.0311824 | Time: 2486.12 ms
[2022-04-24 12:23:53 main:581] : INFO : Epoch 2004 | loss: 0.0311812 | val_loss: 0.0311823 | Time: 2493.92 ms
[2022-04-24 12:23:55 main:581] : INFO : Epoch 2005 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 2484.84 ms
[2022-04-24 12:23:58 main:581] : INFO : Epoch 2006 | loss: 0.0311816 | val_loss: 0.0311818 | Time: 2486.98 ms
[2022-04-24 12:24:00 main:581] : INFO : Epoch 2007 | loss: 0.031181 | val_loss: 0.0311849 | Time: 2489.44 ms
[2022-04-24 12:24:03 main:581] : INFO : Epoch 2008 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 2483.55 ms
[2022-04-24 12:24:05 main:581] : INFO : Epoch 2009 | loss: 0.0311879 | val_loss: 0.0311946 | Time: 2486.18 ms
[2022-04-24 12:24:08 main:581] : INFO : Epoch 2010 | loss: 0.0311945 | val_loss: 0.0312 | Time: 2486.94 ms
[2022-04-24 12:24:10 main:581] : INFO : Epoch 2011 | loss: 0.0312078 | val_loss: 0.0312028 | Time: 2489.42 ms
[2022-04-24 12:24:13 main:581] : INFO : Epoch 2012 | loss: 0.0312057 | val_loss: 0.0312096 | Time: 2489.61 ms
[2022-04-24 12:24:15 main:581] : INFO : Epoch 2013 | loss: 0.0311975 | val_loss: 0.0311982 | Time: 2490.01 ms
[2022-04-24 12:24:18 main:581] : INFO : Epoch 2014 | loss: 0.0311943 | val_loss: 0.0311921 | Time: 2485.59 ms
[2022-04-24 12:24:20 main:581] : INFO : Epoch 2015 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2488.15 ms
[2022-04-24 12:24:22 main:581] : INFO : Epoch 2016 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 2486.08 ms
[2022-04-24 12:24:25 main:581] : INFO : Epoch 2017 | loss: 0.0312021 | val_loss: 0.0311975 | Time: 2485.22 ms
[2022-04-24 12:24:27 main:581] : INFO : Epoch 2018 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 2484.9 ms
[2022-04-24 12:24:30 main:581] : INFO : Epoch 2019 | loss: 0.0311965 | val_loss: 0.0311972 | Time: 2494.79 ms
[2022-04-24 12:24:32 main:581] : INFO : Epoch 2020 | loss: 0.0311959 | val_loss: 0.0311955 | Time: 2487.53 ms
[2022-04-24 12:24:35 main:581] : INFO : Epoch 2021 | loss: 0.0311964 | val_loss: 0.0311958 | Time: 2487.29 ms
[2022-04-24 12:24:37 main:581] : INFO : Epoch 2022 | loss: 0.0311954 | val_loss: 0.031195 | Time: 2488.57 ms
[2022-04-24 12:24:40 main:581] : INFO : Epoch 2023 | loss: 0.0311935 | val_loss: 0.0311936 | Time: 2487.97 ms
[2022-04-24 12:24:42 main:581] : INFO : Epoch 2024 | loss: 0.0311933 | val_loss: 0.0311966 | Time: 2489.4 ms
[2022-04-24 12:24:45 main:581] : INFO : Epoch 2025 | loss: 0.0311936 | val_loss: 0.0311935 | Time: 2494.4 ms
[2022-04-24 12:24:47 main:581] : INFO : Epoch 2026 | loss: 0.0311927 | val_loss: 0.0311972 | Time: 2489.21 ms
[2022-04-24 12:24:50 main:581] : INFO : Epoch 2027 | loss: 0.031196 | val_loss: 0.031197 | Time: 2489.14 ms
[2022-04-24 12:24:52 main:581] : INFO : Epoch 2028 | loss: 0.0311954 | val_loss: 0.0311993 | Time: 2491.72 ms
[2022-04-24 12:24:55 main:581] : INFO : Epoch 2029 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 2486.95 ms
[2022-04-24 12:24:57 main:581] : INFO : Epoch 2030 | loss: 0.0311942 | val_loss: 0.0311949 | Time: 2487.78 ms
[2022-04-24 12:25:00 main:581] : INFO : Epoch 2031 | loss: 0.0311947 | val_loss: 0.0311957 | Time: 2488.6 ms
[2022-04-24 12:25:02 main:581] : INFO : Epoch 2032 | loss: 0.0311949 | val_loss: 0.0311943 | Time: 2488.58 ms
[2022-04-24 12:25:05 main:581] : INFO : Epoch 2033 | loss: 0.031192 | val_loss: 0.0311931 | Time: 2487.28 ms
[2022-04-24 12:25:07 main:581] : INFO : Epoch 2034 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 2495.5 ms
[2022-04-24 12:25:10 main:581] : INFO : Epoch 2035 | loss: 0.0311939 | val_loss: 0.0311976 | Time: 2488.58 ms
[2022-04-24 12:25:12 main:581] : INFO : Epoch 2036 | loss: 0.0311932 | val_loss: 0.0311946 | Time: 2490.56 ms
[2022-04-24 12:25:15 main:581] : INFO : Epoch 2037 | loss: 0.0311929 | val_loss: 0.0311988 | Time: 2489.39 ms
[2022-04-24 12:25:17 main:581] : INFO : Epoch 2038 | loss: 0.0311922 | val_loss: 0.0311943 | Time: 2493.57 ms
[2022-04-24 12:25:20 main:581] : INFO : Epoch 2039 | loss: 0.0311921 | val_loss: 0.031195 | Time: 2489.19 ms
[2022-04-24 12:25:22 main:581] : INFO : Epoch 2040 | loss: 0.0311901 | val_loss: 0.0311916 | Time: 2485.22 ms
[2022-04-24 12:25:25 main:581] : INFO : Epoch 2041 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 2491.53 ms
[2022-04-24 12:25:27 main:581] : INFO : Epoch 2042 | loss: 0.0311905 | val_loss: 0.031193 | Time: 2490.36 ms
[2022-04-24 12:25:30 main:581] : INFO : Epoch 2043 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 2489.1 ms
[2022-04-24 12:25:32 main:581] : INFO : Epoch 2044 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 2487.32 ms
[2022-04-24 12:25:35 main:581] : INFO : Epoch 2045 | loss: 0.0311902 | val_loss: 0.0311915 | Time: 2497.77 ms
[2022-04-24 12:25:37 main:581] : INFO : Epoch 2046 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2492.1 ms
[2022-04-24 12:25:40 main:581] : INFO : Epoch 2047 | loss: 0.031189 | val_loss: 0.0311911 | Time: 2489.21 ms
[2022-04-24 12:25:42 main:581] : INFO : Epoch 2048 | loss: 0.0311896 | val_loss: 0.031193 | Time: 2487.11 ms
[2022-04-24 12:25:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031193
[2022-04-24 12:25:42 main:610] : INFO : Saving end state to config to file
[2022-04-24 12:25:42 main:615] : INFO : Success, exiting..
12:25:42 (264368): 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)