Task 14547343
| Name | ParityModified-1647049104-18678-2-0_1 |
| Workunit | 11297293 |
| Created | 8 Apr 2022, 0:30:56 UTC |
| Sent | 8 Apr 2022, 6:16:16 UTC |
| Report deadline | 16 Apr 2022, 6:16:16 UTC |
| Received | 8 Apr 2022, 11:11:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16285 |
| Run time | 1 hours 22 min 58 sec |
| CPU time | 1 hours 20 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,240.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.50 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2362.6 ms
[2022-04-08 05:51:14 main:574] : INFO : Epoch 1543 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 2358.81 ms
[2022-04-08 05:51:16 main:574] : INFO : Epoch 1544 | loss: 0.0311831 | val_loss: 0.0311847 | Time: 2349.08 ms
[2022-04-08 05:51:19 main:574] : INFO : Epoch 1545 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 2370.1 ms
[2022-04-08 05:51:21 main:574] : INFO : Epoch 1546 | loss: 0.0311813 | val_loss: 0.0311838 | Time: 2353.57 ms
[2022-04-08 05:51:23 main:574] : INFO : Epoch 1547 | loss: 0.0311816 | val_loss: 0.0311845 | Time: 2358.62 ms
[2022-04-08 05:51:26 main:574] : INFO : Epoch 1548 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2360.19 ms
[2022-04-08 05:51:28 main:574] : INFO : Epoch 1549 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 2367.65 ms
[2022-04-08 05:51:30 main:574] : INFO : Epoch 1550 | loss: 0.0311788 | val_loss: 0.0311821 | Time: 2367 ms
[2022-04-08 05:51:33 main:574] : INFO : Epoch 1551 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 2352.52 ms
[2022-04-08 05:51:35 main:574] : INFO : Epoch 1552 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2367.81 ms
[2022-04-08 05:51:37 main:574] : INFO : Epoch 1553 | loss: 0.0311784 | val_loss: 0.0311808 | Time: 2351.23 ms
[2022-04-08 05:51:40 main:574] : INFO : Epoch 1554 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 2363.63 ms
[2022-04-08 05:51:42 main:574] : INFO : Epoch 1555 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 2364.39 ms
[2022-04-08 05:51:45 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.031183 | Time: 2352.6 ms
[2022-04-08 05:51:47 main:574] : INFO : Epoch 1557 | loss: 0.0311777 | val_loss: 0.0311823 | Time: 2373.82 ms
[2022-04-08 05:51:49 main:574] : INFO : Epoch 1558 | loss: 0.0311766 | val_loss: 0.031179 | Time: 2346.72 ms
[2022-04-08 05:51:52 main:574] : INFO : Epoch 1559 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 2363.05 ms
[2022-04-08 05:51:54 main:574] : INFO : Epoch 1560 | loss: 0.0311783 | val_loss: 0.0311879 | Time: 2358.78 ms
[2022-04-08 05:51:56 main:574] : INFO : Epoch 1561 | loss: 0.0311859 | val_loss: 0.0311822 | Time: 2361.69 ms
[2022-04-08 05:51:59 main:574] : INFO : Epoch 1562 | loss: 0.0311843 | val_loss: 0.0311851 | Time: 2364.58 ms
[2022-04-08 05:52:01 main:574] : INFO : Epoch 1563 | loss: 0.0311827 | val_loss: 0.0311826 | Time: 2349.66 ms
[2022-04-08 05:52:03 main:574] : INFO : Epoch 1564 | loss: 0.0311802 | val_loss: 0.031182 | Time: 2368.74 ms
[2022-04-08 05:52:06 main:574] : INFO : Epoch 1565 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2353.42 ms
[2022-04-08 05:52:08 main:574] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311815 | Time: 2358.11 ms
[2022-04-08 05:52:11 main:574] : INFO : Epoch 1567 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2364.24 ms
[2022-04-08 05:52:13 main:574] : INFO : Epoch 1568 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 2350.86 ms
[2022-04-08 05:52:15 main:574] : INFO : Epoch 1569 | loss: 0.0311777 | val_loss: 0.03118 | Time: 2364.99 ms
[2022-04-08 05:52:18 main:574] : INFO : Epoch 1570 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 2360.67 ms
[2022-04-08 05:52:20 main:574] : INFO : Epoch 1571 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 2354.5 ms
[2022-04-08 05:52:22 main:574] : INFO : Epoch 1572 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2363.91 ms
[2022-04-08 05:52:25 main:574] : INFO : Epoch 1573 | loss: 0.0311785 | val_loss: 0.0311823 | Time: 2360.48 ms
[2022-04-08 05:52:27 main:574] : INFO : Epoch 1574 | loss: 0.0311775 | val_loss: 0.0311792 | Time: 2366.51 ms
[2022-04-08 05:52:29 main:574] : INFO : Epoch 1575 | loss: 0.0311773 | val_loss: 0.0311793 | Time: 2352.99 ms
[2022-04-08 05:52:32 main:574] : INFO : Epoch 1576 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 2361.9 ms
[2022-04-08 05:52:34 main:574] : INFO : Epoch 1577 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 2355.61 ms
[2022-04-08 05:52:37 main:574] : INFO : Epoch 1578 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 2356.04 ms
[2022-04-08 05:52:39 main:574] : INFO : Epoch 1579 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 2369.18 ms
[2022-04-08 05:52:41 main:574] : INFO : Epoch 1580 | loss: 0.0311776 | val_loss: 0.031179 | Time: 2356.89 ms
[2022-04-08 05:52:44 main:574] : INFO : Epoch 1581 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 2362.63 ms
[2022-04-08 05:52:46 main:574] : INFO : Epoch 1582 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 2346.65 ms
[2022-04-08 05:52:48 main:574] : INFO : Epoch 1583 | loss: 0.031177 | val_loss: 0.0311817 | Time: 2371.16 ms
[2022-04-08 05:52:51 main:574] : INFO : Epoch 1584 | loss: 0.0311768 | val_loss: 0.0311833 | Time: 2357.36 ms
[2022-04-08 05:52:53 main:574] : INFO : Epoch 1585 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 2353.33 ms
[2022-04-08 05:52:56 main:574] : INFO : Epoch 1586 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 2362.83 ms
[2022-04-08 05:52:58 main:574] : INFO : Epoch 1587 | loss: 0.0311739 | val_loss: 0.0311847 | Time: 2357.14 ms
[2022-04-08 05:53:00 main:574] : INFO : Epoch 1588 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 2356.5 ms
[2022-04-08 05:53:03 main:574] : INFO : Epoch 1589 | loss: 0.0311775 | val_loss: 0.031179 | Time: 2363.31 ms
[2022-04-08 05:53:05 main:574] : INFO : Epoch 1590 | loss: 0.031173 | val_loss: 0.0311783 | Time: 2350.55 ms
[2022-04-08 05:53:07 main:574] : INFO : Epoch 1591 | loss: 0.031172 | val_loss: 0.0311787 | Time: 2368.8 ms
[2022-04-08 05:53:10 main:574] : INFO : Epoch 1592 | loss: 0.0311722 | val_loss: 0.03118 | Time: 2346.02 ms
[2022-04-08 05:53:12 main:574] : INFO : Epoch 1593 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2383.17 ms
[2022-04-08 05:53:14 main:574] : INFO : Epoch 1594 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 2382.81 ms
[2022-04-08 05:53:17 main:574] : INFO : Epoch 1595 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 2355.19 ms
[2022-04-08 05:53:19 main:574] : INFO : Epoch 1596 | loss: 0.0311729 | val_loss: 0.031181 | Time: 2375.82 ms
[2022-04-08 05:53:22 main:574] : INFO : Epoch 1597 | loss: 0.0311732 | val_loss: 0.0311807 | Time: 2346.58 ms
[2022-04-08 05:53:24 main:574] : INFO : Epoch 1598 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2363.93 ms
[2022-04-08 05:53:26 main:574] : INFO : Epoch 1599 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2347.32 ms
[2022-04-08 05:53:29 main:574] : INFO : Epoch 1600 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 2359.34 ms
[2022-04-08 05:53:31 main:574] : INFO : Epoch 1601 | loss: 0.0311757 | val_loss: 0.031181 | Time: 2364.92 ms
[2022-04-08 05:53:33 main:574] : INFO : Epoch 1602 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2352.34 ms
[2022-04-08 05:53:36 main:574] : INFO : Epoch 1603 | loss: 0.0311729 | val_loss: 0.0311791 | Time: 2377 ms
[2022-04-08 05:53:38 main:574] : INFO : Epoch 1604 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 2344.03 ms
[2022-04-08 05:53:40 main:574] : INFO : Epoch 1605 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2365.66 ms
[2022-04-08 05:53:43 main:574] : INFO : Epoch 1606 | loss: 0.0311745 | val_loss: 0.0311867 | Time: 2357.92 ms
[2022-04-08 05:53:45 main:574] : INFO : Epoch 1607 | loss: 0.0311725 | val_loss: 0.0311801 | Time: 2361.66 ms
[2022-04-08 05:53:48 main:574] : INFO : Epoch 1608 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2365.5 ms
[2022-04-08 05:53:50 main:574] : INFO : Epoch 1609 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2353.07 ms
[2022-04-08 05:53:52 main:574] : INFO : Epoch 1610 | loss: 0.0311704 | val_loss: 0.0311793 | Time: 2366.17 ms
[2022-04-08 05:53:55 main:574] : INFO : Epoch 1611 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 2353.53 ms
[2022-04-08 05:53:57 main:574] : INFO : Epoch 1612 | loss: 0.0311732 | val_loss: 0.0311775 | Time: 2358.85 ms
[2022-04-08 05:53:59 main:574] : INFO : Epoch 1613 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2367.28 ms
[2022-04-08 05:54:02 main:574] : INFO : Epoch 1614 | loss: 0.0311741 | val_loss: 0.0311929 | Time: 2358.12 ms
[2022-04-08 05:54:04 main:574] : INFO : Epoch 1615 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 2366.27 ms
[2022-04-08 05:54:06 main:574] : INFO : Epoch 1616 | loss: 0.0311747 | val_loss: 0.031179 | Time: 2347.68 ms
[2022-04-08 05:54:09 main:574] : INFO : Epoch 1617 | loss: 0.0311706 | val_loss: 0.0311873 | Time: 2365.39 ms
[2022-04-08 05:54:11 main:574] : INFO : Epoch 1618 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 2366.67 ms
[2022-04-08 05:54:14 main:574] : INFO : Epoch 1619 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 2378.97 ms
[2022-04-08 05:54:16 main:574] : INFO : Epoch 1620 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 2376.15 ms
[2022-04-08 05:54:18 main:574] : INFO : Epoch 1621 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 2348.3 ms
[2022-04-08 05:54:21 main:574] : INFO : Epoch 1622 | loss: 0.03117 | val_loss: 0.0311816 | Time: 2351.42 ms
[2022-04-08 05:54:23 main:574] : INFO : Epoch 1623 | loss: 0.0311748 | val_loss: 0.0311792 | Time: 2364.3 ms
[2022-04-08 05:54:25 main:574] : INFO : Epoch 1624 | loss: 0.0311769 | val_loss: 0.0311799 | Time: 2354.24 ms
[2022-04-08 05:54:28 main:574] : INFO : Epoch 1625 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 2354.83 ms
[2022-04-08 05:54:30 main:574] : INFO : Epoch 1626 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 2347.72 ms
[2022-04-08 05:54:33 main:574] : INFO : Epoch 1627 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 2369.39 ms
[2022-04-08 05:54:35 main:574] : INFO : Epoch 1628 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2353.96 ms
[2022-04-08 05:54:37 main:574] : INFO : Epoch 1629 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 2350.9 ms
[2022-04-08 05:54:40 main:574] : INFO : Epoch 1630 | loss: 0.0311684 | val_loss: 0.0311795 | Time: 2359.86 ms
[2022-04-08 05:54:42 main:574] : INFO : Epoch 1631 | loss: 0.0311694 | val_loss: 0.0311777 | Time: 2348.67 ms
[2022-04-08 05:54:44 main:574] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 2362.64 ms
[2022-04-08 05:54:47 main:574] : INFO : Epoch 1633 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2357.37 ms
[2022-04-08 05:54:49 main:574] : INFO : Epoch 1634 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 2358.93 ms
[2022-04-08 05:54:51 main:574] : INFO : Epoch 1635 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 2358.5 ms
[2022-04-08 05:54:54 main:574] : INFO : Epoch 1636 | loss: 0.031166 | val_loss: 0.0311759 | Time: 2345.95 ms
[2022-04-08 05:54:56 main:574] : INFO : Epoch 1637 | loss: 0.0311653 | val_loss: 0.0311786 | Time: 2364.43 ms
[2022-04-08 05:54:59 main:574] : INFO : Epoch 1638 | loss: 0.0311684 | val_loss: 0.0311887 | Time: 2341.62 ms
[2022-04-08 05:55:01 main:574] : INFO : Epoch 1639 | loss: 0.0311679 | val_loss: 0.0311792 | Time: 2357.9 ms
[2022-04-08 05:55:03 main:574] : INFO : Epoch 1640 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 2368.73 ms
[2022-04-08 05:55:06 main:574] : INFO : Epoch 1641 | loss: 0.0311659 | val_loss: 0.0311807 | Time: 2352.83 ms
[2022-04-08 05:55:08 main:574] : INFO : Epoch 1642 | loss: 0.0311667 | val_loss: 0.0311781 | Time: 2362.08 ms
[2022-04-08 05:55:10 main:574] : INFO : Epoch 1643 | loss: 0.0311647 | val_loss: 0.03118 | Time: 2341.36 ms
[2022-04-08 05:55:13 main:574] : INFO : Epoch 1644 | loss: 0.0311681 | val_loss: 0.031178 | Time: 2355.13 ms
[2022-04-08 05:55:15 main:574] : INFO : Epoch 1645 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 2376.93 ms
[2022-04-08 05:55:17 main:574] : INFO : Epoch 1646 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 2360.28 ms
[2022-04-08 05:55:20 main:574] : INFO : Epoch 1647 | loss: 0.031164 | val_loss: 0.0311788 | Time: 2366.18 ms
[2022-04-08 05:55:22 main:574] : INFO : Epoch 1648 | loss: 0.0311635 | val_loss: 0.0311793 | Time: 2354.72 ms
[2022-04-08 05:55:25 main:574] : INFO : Epoch 1649 | loss: 0.0311631 | val_loss: 0.0311821 | Time: 2364.38 ms
[2022-04-08 05:55:27 main:574] : INFO : Epoch 1650 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 2363.19 ms
[2022-04-08 05:55:29 main:574] : INFO : Epoch 1651 | loss: 0.0311632 | val_loss: 0.0311761 | Time: 2353.32 ms
[2022-04-08 05:55:32 main:574] : INFO : Epoch 1652 | loss: 0.0311629 | val_loss: 0.0311776 | Time: 2368.86 ms
[2022-04-08 05:55:34 main:574] : INFO : Epoch 1653 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 2354.06 ms
[2022-04-08 05:55:36 main:574] : INFO : Epoch 1654 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 2363.57 ms
[2022-04-08 05:55:39 main:574] : INFO : Epoch 1655 | loss: 0.0311641 | val_loss: 0.031177 | Time: 2360.7 ms
[2022-04-08 05:55:41 main:574] : INFO : Epoch 1656 | loss: 0.0311639 | val_loss: 0.0311784 | Time: 2353.95 ms
[2022-04-08 05:55:43 main:574] : INFO : Epoch 1657 | loss: 0.0311636 | val_loss: 0.0311771 | Time: 2365.53 ms
[2022-04-08 05:55:46 main:574] : INFO : Epoch 1658 | loss: 0.0311637 | val_loss: 0.0311827 | Time: 2349.81 ms
[2022-04-08 05:55:48 main:574] : INFO : Epoch 1659 | loss: 0.0311653 | val_loss: 0.0311807 | Time: 2364.63 ms
[2022-04-08 05:55:51 main:574] : INFO : Epoch 1660 | loss: 0.0311675 | val_loss: 0.0311807 | Time: 2353.44 ms
[2022-04-08 05:55:53 main:574] : INFO : Epoch 1661 | loss: 0.0311741 | val_loss: 0.0311792 | Time: 2374.17 ms
[2022-04-08 05:55:55 main:574] : INFO : Epoch 1662 | loss: 0.0311704 | val_loss: 0.0311773 | Time: 2358.74 ms
[2022-04-08 05:55:58 main:574] : INFO : Epoch 1663 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 2353.72 ms
[2022-04-08 05:56:00 main:574] : INFO : Epoch 1664 | loss: 0.0311684 | val_loss: 0.0311791 | Time: 2373.59 ms
[2022-04-08 05:56:02 main:574] : INFO : Epoch 1665 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 2357.1 ms
[2022-04-08 05:56:05 main:574] : INFO : Epoch 1666 | loss: 0.0311725 | val_loss: 0.0311832 | Time: 2364.5 ms
[2022-04-08 05:56:07 main:574] : INFO : Epoch 1667 | loss: 0.0311733 | val_loss: 0.0311837 | Time: 2363.29 ms
[2022-04-08 05:56:10 main:574] : INFO : Epoch 1668 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 2355.72 ms
[2022-04-08 05:56:12 main:574] : INFO : Epoch 1669 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 2367.43 ms
[2022-04-08 05:56:14 main:574] : INFO : Epoch 1670 | loss: 0.0311725 | val_loss: 0.0311803 | Time: 2363.21 ms
[2022-04-08 05:56:17 main:574] : INFO : Epoch 1671 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2382.24 ms
[2022-04-08 05:56:19 main:574] : INFO : Epoch 1672 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 2349.82 ms
[2022-04-08 05:56:21 main:574] : INFO : Epoch 1673 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 2362.59 ms
[2022-04-08 05:56:24 main:574] : INFO : Epoch 1674 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 2365.74 ms
[2022-04-08 05:56:26 main:574] : INFO : Epoch 1675 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 2352.6 ms
[2022-04-08 05:56:28 main:574] : INFO : Epoch 1676 | loss: 0.0311659 | val_loss: 0.031175 | Time: 2367.46 ms
[2022-04-08 05:56:31 main:574] : INFO : Epoch 1677 | loss: 0.0311659 | val_loss: 0.0311783 | Time: 2349.02 ms
[2022-04-08 05:56:33 main:574] : INFO : Epoch 1678 | loss: 0.0311656 | val_loss: 0.0311784 | Time: 2365.82 ms
[2022-04-08 05:56:36 main:574] : INFO : Epoch 1679 | loss: 0.0311649 | val_loss: 0.0311765 | Time: 2358.62 ms
[2022-04-08 05:56:38 main:574] : INFO : Epoch 1680 | loss: 0.0311667 | val_loss: 0.0311745 | Time: 2352.69 ms
[2022-04-08 05:56:40 main:574] : INFO : Epoch 1681 | loss: 0.0311664 | val_loss: 0.0311825 | Time: 2368.1 ms
[2022-04-08 05:56:43 main:574] : INFO : Epoch 1682 | loss: 0.031168 | val_loss: 0.0311776 | Time: 2349.89 ms
[2022-04-08 05:56:45 main:574] : INFO : Epoch 1683 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 2363.38 ms
[2022-04-08 05:56:47 main:574] : INFO : Epoch 1684 | loss: 0.0311668 | val_loss: 0.031178 | Time: 2368.71 ms
[2022-04-08 05:56:50 main:574] : INFO : Epoch 1685 | loss: 0.0311685 | val_loss: 0.0311796 | Time: 2362.73 ms
[2022-04-08 05:56:52 main:574] : INFO : Epoch 1686 | loss: 0.031169 | val_loss: 0.0311801 | Time: 2367.34 ms
[2022-04-08 05:56:54 main:574] : INFO : Epoch 1687 | loss: 0.031172 | val_loss: 0.0311848 | Time: 2358.33 ms
[2022-04-08 05:56:57 main:574] : INFO : Epoch 1688 | loss: 0.0311708 | val_loss: 0.0311792 | Time: 2366.81 ms
[2022-04-08 05:56:59 main:574] : INFO : Epoch 1689 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2356.68 ms
[2022-04-08 05:57:02 main:574] : INFO : Epoch 1690 | loss: 0.0311788 | val_loss: 0.0311796 | Time: 2364.06 ms
[2022-04-08 05:57:04 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0311784 | Time: 2366.91 ms
[2022-04-08 05:57:06 main:574] : INFO : Epoch 1692 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2357.21 ms
[2022-04-08 05:57:09 main:574] : INFO : Epoch 1693 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 2367.03 ms
[2022-04-08 05:57:11 main:574] : INFO : Epoch 1694 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 2349.05 ms
[2022-04-08 05:57:13 main:574] : INFO : Epoch 1695 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2367.62 ms
[2022-04-08 05:57:16 main:574] : INFO : Epoch 1696 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 2378.7 ms
[2022-04-08 05:57:18 main:574] : INFO : Epoch 1697 | loss: 0.0311702 | val_loss: 0.0311828 | Time: 2354.68 ms
[2022-04-08 05:57:21 main:574] : INFO : Epoch 1698 | loss: 0.0311714 | val_loss: 0.0311771 | Time: 2379.25 ms
[2022-04-08 05:57:23 main:574] : INFO : Epoch 1699 | loss: 0.0311671 | val_loss: 0.0311796 | Time: 2352 ms
[2022-04-08 05:57:25 main:574] : INFO : Epoch 1700 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 2363 ms
[2022-04-08 05:57:28 main:574] : INFO : Epoch 1701 | loss: 0.03117 | val_loss: 0.0311843 | Time: 2351.5 ms
[2022-04-08 05:57:30 main:574] : INFO : Epoch 1702 | loss: 0.0311746 | val_loss: 0.03118 | Time: 2359.29 ms
[2022-04-08 05:57:32 main:574] : INFO : Epoch 1703 | loss: 0.0311724 | val_loss: 0.0311757 | Time: 2366.11 ms
[2022-04-08 05:57:35 main:574] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 2347.68 ms
[2022-04-08 05:57:37 main:574] : INFO : Epoch 1705 | loss: 0.0311723 | val_loss: 0.0311779 | Time: 2377.26 ms
[2022-04-08 05:57:39 main:574] : INFO : Epoch 1706 | loss: 0.031176 | val_loss: 0.0311838 | Time: 2357.33 ms
[2022-04-08 05:57:42 main:574] : INFO : Epoch 1707 | loss: 0.0311713 | val_loss: 0.0311744 | Time: 2355.38 ms
[2022-04-08 05:57:44 main:574] : INFO : Epoch 1708 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2373.94 ms
[2022-04-08 05:57:47 main:574] : INFO : Epoch 1709 | loss: 0.0311697 | val_loss: 0.0311749 | Time: 2347.52 ms
[2022-04-08 05:57:49 main:574] : INFO : Epoch 1710 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 2361.29 ms
[2022-04-08 05:57:51 main:574] : INFO : Epoch 1711 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 2354.31 ms
[2022-04-08 05:57:54 main:574] : INFO : Epoch 1712 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 2364.52 ms
[2022-04-08 05:57:56 main:574] : INFO : Epoch 1713 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 2362.58 ms
[2022-04-08 05:57:58 main:574] : INFO : Epoch 1714 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 2357.04 ms
[2022-04-08 05:58:01 main:574] : INFO : Epoch 1715 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 2366.73 ms
[2022-04-08 05:58:03 main:574] : INFO : Epoch 1716 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 2350.98 ms
[2022-04-08 05:58:06 main:574] : INFO : Epoch 1717 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 2363.06 ms
[2022-04-08 05:58:08 main:574] : INFO : Epoch 1718 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 2363.82 ms
[2022-04-08 05:58:10 main:574] : INFO : Epoch 1719 | loss: 0.0311673 | val_loss: 0.0311787 | Time: 2348.66 ms
[2022-04-08 05:58:13 main:574] : INFO : Epoch 1720 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 2370.97 ms
[2022-04-08 05:58:15 main:574] : INFO : Epoch 1721 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 2358.05 ms
[2022-04-08 05:58:17 main:574] : INFO : Epoch 1722 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 2370.25 ms
[2022-04-08 05:58:20 main:574] : INFO : Epoch 1723 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 2358.23 ms
[2022-04-08 05:58:22 main:574] : INFO : Epoch 1724 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 2352.56 ms
[2022-04-08 05:58:24 main:574] : INFO : Epoch 1725 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 2363.91 ms
[2022-04-08 05:58:27 main:574] : INFO : Epoch 1726 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 2356.1 ms
[2022-04-08 05:58:29 main:574] : INFO : Epoch 1727 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 2363.95 ms
[2022-04-08 05:58:32 main:574] : INFO : Epoch 1728 | loss: 0.0311656 | val_loss: 0.0311811 | Time: 2349.19 ms
[2022-04-08 05:58:34 main:574] : INFO : Epoch 1729 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2354.18 ms
[2022-04-08 05:58:36 main:574] : INFO : Epoch 1730 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 2345.39 ms
[2022-04-08 05:58:39 main:574] : INFO : Epoch 1731 | loss: 0.031162 | val_loss: 0.0311727 | Time: 2358.89 ms
[2022-04-08 05:58:41 main:574] : INFO : Epoch 1732 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 2369.41 ms
[2022-04-08 05:58:43 main:574] : INFO : Epoch 1733 | loss: 0.0311647 | val_loss: 0.0311749 | Time: 2349.73 ms
[2022-04-08 05:58:46 main:574] : INFO : Epoch 1734 | loss: 0.0311633 | val_loss: 0.0311733 | Time: 2365.74 ms
[2022-04-08 05:58:48 main:574] : INFO : Epoch 1735 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 2358.86 ms
[2022-04-08 05:58:50 main:574] : INFO : Epoch 1736 | loss: 0.031164 | val_loss: 0.0311777 | Time: 2353.86 ms
[2022-04-08 05:58:53 main:574] : INFO : Epoch 1737 | loss: 0.031163 | val_loss: 0.0311746 | Time: 2369.86 ms
[2022-04-08 05:58:55 main:574] : INFO : Epoch 1738 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 2345.04 ms
[2022-04-08 05:58:58 main:574] : INFO : Epoch 1739 | loss: 0.0311601 | val_loss: 0.0311736 | Time: 2368.3 ms
[2022-04-08 05:59:00 main:574] : INFO : Epoch 1740 | loss: 0.0311607 | val_loss: 0.0311775 | Time: 2353.64 ms
[2022-04-08 05:59:02 main:574] : INFO : Epoch 1741 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 2363.87 ms
[2022-04-08 05:59:05 main:574] : INFO : Epoch 1742 | loss: 0.0311648 | val_loss: 0.0311829 | Time: 2369.75 ms
[2022-04-08 05:59:07 main:574] : INFO : Epoch 1743 | loss: 0.0311651 | val_loss: 0.0311776 | Time: 2354.49 ms
[2022-04-08 05:59:09 main:574] : INFO : Epoch 1744 | loss: 0.0311641 | val_loss: 0.031178 | Time: 2371.04 ms
[2022-04-08 05:59:12 main:574] : INFO : Epoch 1745 | loss: 0.0311674 | val_loss: 0.0311822 | Time: 2353.39 ms
[2022-04-08 05:59:14 main:574] : INFO : Epoch 1746 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2363.24 ms
[2022-04-08 05:59:17 main:574] : INFO : Epoch 1747 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 2370.92 ms
[2022-04-08 05:59:19 main:574] : INFO : Epoch 1748 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 2356.56 ms
[2022-04-08 05:59:21 main:574] : INFO : Epoch 1749 | loss: 0.03117 | val_loss: 0.0311731 | Time: 2369.14 ms
[2022-04-08 05:59:24 main:574] : INFO : Epoch 1750 | loss: 0.0311691 | val_loss: 0.0311842 | Time: 2345.39 ms
[2022-04-08 05:59:26 main:574] : INFO : Epoch 1751 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2363.82 ms
[2022-04-08 05:59:28 main:574] : INFO : Epoch 1752 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2364.59 ms
[2022-04-08 05:59:31 main:574] : INFO : Epoch 1753 | loss: 0.0311643 | val_loss: 0.031176 | Time: 2360.54 ms
[2022-04-08 05:59:33 main:574] : INFO : Epoch 1754 | loss: 0.0311641 | val_loss: 0.0311745 | Time: 2359.75 ms
[2022-04-08 05:59:35 main:574] : INFO : Epoch 1755 | loss: 0.0311636 | val_loss: 0.0311798 | Time: 2353.96 ms
[2022-04-08 05:59:38 main:574] : INFO : Epoch 1756 | loss: 0.0311672 | val_loss: 0.031173 | Time: 2365.54 ms
[2022-04-08 05:59:40 main:574] : INFO : Epoch 1757 | loss: 0.0311639 | val_loss: 0.0311786 | Time: 2360.15 ms
[2022-04-08 05:59:43 main:574] : INFO : Epoch 1758 | loss: 0.0311655 | val_loss: 0.0311766 | Time: 2362.95 ms
[2022-04-08 05:59:45 main:574] : INFO : Epoch 1759 | loss: 0.0311654 | val_loss: 0.0311754 | Time: 2364.74 ms
[2022-04-08 05:59:47 main:574] : INFO : Epoch 1760 | loss: 0.0311643 | val_loss: 0.0311742 | Time: 2346.13 ms
[2022-04-08 05:59:50 main:574] : INFO : Epoch 1761 | loss: 0.0311648 | val_loss: 0.0311767 | Time: 2354.33 ms
[2022-04-08 05:59:52 main:574] : INFO : Epoch 1762 | loss: 0.0311632 | val_loss: 0.0311775 | Time: 2336.85 ms
[2022-04-08 05:59:54 main:574] : INFO : Epoch 1763 | loss: 0.0311641 | val_loss: 0.0311789 | Time: 2359.62 ms
[2022-04-08 05:59:57 main:574] : INFO : Epoch 1764 | loss: 0.0311616 | val_loss: 0.0311754 | Time: 2344.37 ms
[2022-04-08 05:59:59 main:574] : INFO : Epoch 1765 | loss: 0.03116 | val_loss: 0.0311763 | Time: 2346.06 ms
[2022-04-08 06:00:01 main:574] : INFO : Epoch 1766 | loss: 0.0311611 | val_loss: 0.0311778 | Time: 2359.74 ms
[2022-04-08 06:00:04 main:574] : INFO : Epoch 1767 | loss: 0.031167 | val_loss: 0.0311741 | Time: 2347.26 ms
[2022-04-08 06:00:06 main:574] : INFO : Epoch 1768 | loss: 0.0311654 | val_loss: 0.0311778 | Time: 2347.89 ms
[2022-04-08 06:00:08 main:574] : INFO : Epoch 1769 | loss: 0.031165 | val_loss: 0.0311745 | Time: 2348.95 ms
[2022-04-08 06:00:11 main:574] : INFO : Epoch 1770 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2342.17 ms
[2022-04-08 06:00:13 main:574] : INFO : Epoch 1771 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 2356.27 ms
[2022-04-08 06:00:16 main:574] : INFO : Epoch 1772 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 2342.81 ms
[2022-04-08 06:00:18 main:574] : INFO : Epoch 1773 | loss: 0.0311652 | val_loss: 0.0311862 | Time: 2353.9 ms
[2022-04-08 06:00:20 main:574] : INFO : Epoch 1774 | loss: 0.031168 | val_loss: 0.0311736 | Time: 2345.84 ms
[2022-04-08 06:00:23 main:574] : INFO : Epoch 1775 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 2348.88 ms
[2022-04-08 06:00:25 main:574] : INFO : Epoch 1776 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 2351.32 ms
[2022-04-08 06:00:27 main:574] : INFO : Epoch 1777 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2351.24 ms
[2022-04-08 06:00:30 main:574] : INFO : Epoch 1778 | loss: 0.031162 | val_loss: 0.0311721 | Time: 2356.1 ms
[2022-04-08 06:00:32 main:574] : INFO : Epoch 1779 | loss: 0.0311626 | val_loss: 0.0311801 | Time: 2335.89 ms
[2022-04-08 06:00:34 main:574] : INFO : Epoch 1780 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 2352.01 ms
[2022-04-08 06:00:37 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311737 | Time: 2343.92 ms
[2022-04-08 06:00:39 main:574] : INFO : Epoch 1782 | loss: 0.0311621 | val_loss: 0.0311742 | Time: 2345.06 ms
[2022-04-08 06:00:41 main:574] : INFO : Epoch 1783 | loss: 0.0311611 | val_loss: 0.0311771 | Time: 2356.81 ms
[2022-04-08 06:00:44 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 2343.38 ms
[2022-04-08 06:00:46 main:574] : INFO : Epoch 1785 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 2358.86 ms
[2022-04-08 06:00:49 main:574] : INFO : Epoch 1786 | loss: 0.0311634 | val_loss: 0.0311719 | Time: 2347.09 ms
[2022-04-08 06:00:51 main:574] : INFO : Epoch 1787 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 2351.61 ms
[2022-04-08 06:00:53 main:574] : INFO : Epoch 1788 | loss: 0.0311606 | val_loss: 0.0311855 | Time: 2355.86 ms
[2022-04-08 06:00:56 main:574] : INFO : Epoch 1789 | loss: 0.0311641 | val_loss: 0.031175 | Time: 2338.46 ms
[2022-04-08 06:00:58 main:574] : INFO : Epoch 1790 | loss: 0.0311628 | val_loss: 0.0311761 | Time: 2349.04 ms
[2022-04-08 06:01:00 main:574] : INFO : Epoch 1791 | loss: 0.0311589 | val_loss: 0.031176 | Time: 2345.98 ms
[2022-04-08 06:01:03 main:574] : INFO : Epoch 1792 | loss: 0.0311597 | val_loss: 0.0311815 | Time: 2357.9 ms
[2022-04-08 06:01:05 main:574] : INFO : Epoch 1793 | loss: 0.0311639 | val_loss: 0.031175 | Time: 2348.84 ms
[2022-04-08 06:01:07 main:574] : INFO : Epoch 1794 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 2345.93 ms
[2022-04-08 06:01:10 main:574] : INFO : Epoch 1795 | loss: 0.0311638 | val_loss: 0.0311863 | Time: 2358.46 ms
[2022-04-08 06:01:12 main:574] : INFO : Epoch 1796 | loss: 0.0311676 | val_loss: 0.0311761 | Time: 2341.25 ms
[2022-04-08 06:01:14 main:574] : INFO : Epoch 1797 | loss: 0.031162 | val_loss: 0.0311793 | Time: 2351.4 ms
[2022-04-08 06:01:17 main:574] : INFO : Epoch 1798 | loss: 0.0311657 | val_loss: 0.0311743 | Time: 2352.32 ms
[2022-04-08 06:01:19 main:574] : INFO : Epoch 1799 | loss: 0.0311645 | val_loss: 0.031179 | Time: 2349.59 ms
[2022-04-08 06:01:22 main:574] : INFO : Epoch 1800 | loss: 0.0311648 | val_loss: 0.0311799 | Time: 2358.14 ms
[2022-04-08 06:01:24 main:574] : INFO : Epoch 1801 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 2344.87 ms
[2022-04-08 06:01:26 main:574] : INFO : Epoch 1802 | loss: 0.0311647 | val_loss: 0.0311743 | Time: 2355.91 ms
[2022-04-08 06:01:29 main:574] : INFO : Epoch 1803 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 2343.37 ms
[2022-04-08 06:01:31 main:574] : INFO : Epoch 1804 | loss: 0.0311676 | val_loss: 0.031186 | Time: 2358.5 ms
[2022-04-08 06:01:33 main:574] : INFO : Epoch 1805 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 2349.76 ms
[2022-04-08 06:01:36 main:574] : INFO : Epoch 1806 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 2351.58 ms
[2022-04-08 06:01:38 main:574] : INFO : Epoch 1807 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2359.58 ms
[2022-04-08 06:01:40 main:574] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311731 | Time: 2340.06 ms
[2022-04-08 06:01:43 main:574] : INFO : Epoch 1809 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 2353.05 ms
[2022-04-08 06:01:45 main:574] : INFO : Epoch 1810 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 2350.75 ms
[2022-04-08 06:01:47 main:574] : INFO : Epoch 1811 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2349.86 ms
[2022-04-08 06:01:50 main:574] : INFO : Epoch 1812 | loss: 0.0311624 | val_loss: 0.0311718 | Time: 2361.49 ms
[2022-04-08 06:01:52 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311769 | Time: 2354.47 ms
[2022-04-08 06:01:55 main:574] : INFO : Epoch 1814 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 2362.9 ms
[2022-04-08 06:01:57 main:574] : INFO : Epoch 1815 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 2352.77 ms
[2022-04-08 06:01:59 main:574] : INFO : Epoch 1816 | loss: 0.0311758 | val_loss: 0.0311743 | Time: 2355.65 ms
[2022-04-08 06:02:02 main:574] : INFO : Epoch 1817 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 2349.21 ms
[2022-04-08 06:02:04 main:574] : INFO : Epoch 1818 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 2341.86 ms
[2022-04-08 06:02:06 main:574] : INFO : Epoch 1819 | loss: 0.031166 | val_loss: 0.0311754 | Time: 2360.72 ms
[2022-04-08 06:02:09 main:574] : INFO : Epoch 1820 | loss: 0.0311674 | val_loss: 0.0311784 | Time: 2340.39 ms
[2022-04-08 06:02:11 main:574] : INFO : Epoch 1821 | loss: 0.0311722 | val_loss: 0.0311809 | Time: 2354.89 ms
[2022-04-08 06:02:13 main:574] : INFO : Epoch 1822 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 2350.93 ms
[2022-04-08 06:02:16 main:574] : INFO : Epoch 1823 | loss: 0.0311666 | val_loss: 0.0311727 | Time: 2336.62 ms
[2022-04-08 06:02:18 main:574] : INFO : Epoch 1824 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 2357.76 ms
[2022-04-08 06:02:20 main:574] : INFO : Epoch 1825 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 2343.13 ms
[2022-04-08 06:02:23 main:574] : INFO : Epoch 1826 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2360 ms
[2022-04-08 06:02:25 main:574] : INFO : Epoch 1827 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 2350.08 ms
[2022-04-08 06:02:28 main:574] : INFO : Epoch 1828 | loss: 0.0311666 | val_loss: 0.0311732 | Time: 2352.36 ms
[2022-04-08 06:02:30 main:574] : INFO : Epoch 1829 | loss: 0.0311662 | val_loss: 0.0311749 | Time: 2361.16 ms
[2022-04-08 06:02:32 main:574] : INFO : Epoch 1830 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2348.73 ms
[2022-04-08 06:02:35 main:574] : INFO : Epoch 1831 | loss: 0.0311654 | val_loss: 0.0311746 | Time: 2357.94 ms
[2022-04-08 06:02:37 main:574] : INFO : Epoch 1832 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 2337.43 ms
[2022-04-08 06:02:39 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311744 | Time: 2356.53 ms
[2022-04-08 06:02:42 main:574] : INFO : Epoch 1834 | loss: 0.0311617 | val_loss: 0.0311723 | Time: 2360.02 ms
[2022-04-08 06:02:44 main:574] : INFO : Epoch 1835 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 2340.63 ms
[2022-04-08 06:02:46 main:574] : INFO : Epoch 1836 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 2351.26 ms
[2022-04-08 06:02:49 main:574] : INFO : Epoch 1837 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 2345.52 ms
[2022-04-08 06:02:51 main:574] : INFO : Epoch 1838 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 2350.08 ms
[2022-04-08 06:02:53 main:574] : INFO : Epoch 1839 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 2356.15 ms
[2022-04-08 06:02:56 main:574] : INFO : Epoch 1840 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2347.63 ms
[2022-04-08 06:02:58 main:574] : INFO : Epoch 1841 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 2359.8 ms
[2022-04-08 06:03:01 main:574] : INFO : Epoch 1842 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2347.11 ms
[2022-04-08 06:03:03 main:574] : INFO : Epoch 1843 | loss: 0.0311619 | val_loss: 0.0311844 | Time: 2362.63 ms
[2022-04-08 06:03:05 main:574] : INFO : Epoch 1844 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2361.62 ms
[2022-04-08 06:03:08 main:574] : INFO : Epoch 1845 | loss: 0.0311602 | val_loss: 0.0311733 | Time: 2349.09 ms
[2022-04-08 06:03:10 main:574] : INFO : Epoch 1846 | loss: 0.0311592 | val_loss: 0.0311724 | Time: 2362.94 ms
[2022-04-08 06:03:13 main:574] : INFO : Epoch 1847 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 2345.01 ms
[2022-04-08 06:03:15 main:574] : INFO : Epoch 1848 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2366.69 ms
[2022-04-08 06:03:17 main:574] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311726 | Time: 2357.83 ms
[2022-04-08 06:03:20 main:574] : INFO : Epoch 1850 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 2356.26 ms
[2022-04-08 06:03:22 main:574] : INFO : Epoch 1851 | loss: 0.031159 | val_loss: 0.0311738 | Time: 2356.78 ms
[2022-04-08 06:03:25 main:574] : INFO : Epoch 1852 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 2354.25 ms
[2022-04-08 06:03:27 main:574] : INFO : Epoch 1853 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 2364.28 ms
[2022-04-08 06:03:29 main:574] : INFO : Epoch 1854 | loss: 0.0311604 | val_loss: 0.0311737 | Time: 2357.39 ms
[2022-04-08 06:03:32 main:574] : INFO : Epoch 1855 | loss: 0.0311606 | val_loss: 0.0311741 | Time: 2354.47 ms
[2022-04-08 06:03:34 main:574] : INFO : Epoch 1856 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 2354.83 ms
[2022-04-08 06:03:36 main:574] : INFO : Epoch 1857 | loss: 0.0311591 | val_loss: 0.031174 | Time: 2342.41 ms
[2022-04-08 06:03:39 main:574] : INFO : Epoch 1858 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 2369.06 ms
[2022-04-08 06:03:41 main:574] : INFO : Epoch 1859 | loss: 0.0311595 | val_loss: 0.0311761 | Time: 2349.68 ms
[2022-04-08 06:03:44 main:574] : INFO : Epoch 1860 | loss: 0.03116 | val_loss: 0.031176 | Time: 2362.73 ms
[2022-04-08 06:03:46 main:574] : INFO : Epoch 1861 | loss: 0.0311657 | val_loss: 0.0311771 | Time: 2351.26 ms
[2022-04-08 06:03:48 main:574] : INFO : Epoch 1862 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2345.72 ms
[2022-04-08 06:03:51 main:574] : INFO : Epoch 1863 | loss: 0.0311613 | val_loss: 0.031171 | Time: 2356.21 ms
[2022-04-08 06:03:53 main:574] : INFO : Epoch 1864 | loss: 0.0311602 | val_loss: 0.0311741 | Time: 2346.51 ms
[2022-04-08 06:03:55 main:574] : INFO : Epoch 1865 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 2369.63 ms
[2022-04-08 06:03:58 main:574] : INFO : Epoch 1866 | loss: 0.0311663 | val_loss: 0.0311773 | Time: 2352.93 ms
[2022-04-08 06:04:00 main:574] : INFO : Epoch 1867 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 2351.94 ms
[2022-04-08 06:04:03 main:574] : INFO : Epoch 1868 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 2364.01 ms
[2022-04-08 06:04:05 main:574] : INFO : Epoch 1869 | loss: 0.0311611 | val_loss: 0.031174 | Time: 2340.13 ms
[2022-04-08 06:04:07 main:574] : INFO : Epoch 1870 | loss: 0.0311603 | val_loss: 0.031177 | Time: 2361.81 ms
[2022-04-08 06:04:10 main:574] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311934 | Time: 2360.48 ms
[2022-04-08 06:04:12 main:574] : INFO : Epoch 1872 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 2357.86 ms
[2022-04-08 06:04:14 main:574] : INFO : Epoch 1873 | loss: 0.0311653 | val_loss: 0.0311757 | Time: 2359.59 ms
[2022-04-08 06:04:17 main:574] : INFO : Epoch 1874 | loss: 0.0311652 | val_loss: 0.0311797 | Time: 2340.38 ms
[2022-04-08 06:04:19 main:574] : INFO : Epoch 1875 | loss: 0.031166 | val_loss: 0.0311748 | Time: 2354.58 ms
[2022-04-08 06:04:22 main:574] : INFO : Epoch 1876 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 2368.94 ms
[2022-04-08 06:04:24 main:574] : INFO : Epoch 1877 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 2348.47 ms
[2022-04-08 06:04:26 main:574] : INFO : Epoch 1878 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 2361.23 ms
[2022-04-08 06:04:29 main:574] : INFO : Epoch 1879 | loss: 0.0311594 | val_loss: 0.0311717 | Time: 2344.51 ms
[2022-04-08 06:04:31 main:574] : INFO : Epoch 1880 | loss: 0.031159 | val_loss: 0.0311808 | Time: 2359.84 ms
[2022-04-08 06:04:33 main:574] : INFO : Epoch 1881 | loss: 0.0311648 | val_loss: 0.0311788 | Time: 2342.99 ms
[2022-04-08 06:04:36 main:574] : INFO : Epoch 1882 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 2353.35 ms
[2022-04-08 06:04:38 main:574] : INFO : Epoch 1883 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 2350.46 ms
[2022-04-08 06:04:40 main:574] : INFO : Epoch 1884 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 2342.98 ms
[2022-04-08 06:04:43 main:574] : INFO : Epoch 1885 | loss: 0.0311601 | val_loss: 0.0311771 | Time: 2347.13 ms
[2022-04-08 06:04:45 main:574] : INFO : Epoch 1886 | loss: 0.0311633 | val_loss: 0.0311734 | Time: 2345.67 ms
[2022-04-08 06:04:48 main:574] : INFO : Epoch 1887 | loss: 0.0311633 | val_loss: 0.0311746 | Time: 2360.26 ms
[2022-04-08 06:04:50 main:574] : INFO : Epoch 1888 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 2353.46 ms
[2022-04-08 06:04:52 main:574] : INFO : Epoch 1889 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 2339.16 ms
[2022-04-08 06:04:55 main:574] : INFO : Epoch 1890 | loss: 0.0311709 | val_loss: 0.0311823 | Time: 2354.22 ms
[2022-04-08 06:04:57 main:574] : INFO : Epoch 1891 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 2346.26 ms
[2022-04-08 06:04:59 main:574] : INFO : Epoch 1892 | loss: 0.0311601 | val_loss: 0.031176 | Time: 2370.77 ms
[2022-04-08 06:05:02 main:574] : INFO : Epoch 1893 | loss: 0.031164 | val_loss: 0.0311724 | Time: 2358.7 ms
[2022-04-08 06:05:04 main:574] : INFO : Epoch 1894 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2344.16 ms
[2022-04-08 06:05:06 main:574] : INFO : Epoch 1895 | loss: 0.031164 | val_loss: 0.0311713 | Time: 2348.98 ms
[2022-04-08 06:05:09 main:574] : INFO : Epoch 1896 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 2350.04 ms
[2022-04-08 06:05:11 main:574] : INFO : Epoch 1897 | loss: 0.0311614 | val_loss: 0.0311747 | Time: 2350.85 ms
[2022-04-08 06:05:13 main:574] : INFO : Epoch 1898 | loss: 0.0311606 | val_loss: 0.031175 | Time: 2339.6 ms
[2022-04-08 06:05:16 main:574] : INFO : Epoch 1899 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2353.1 ms
[2022-04-08 06:05:18 main:574] : INFO : Epoch 1900 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 2357.87 ms
[2022-04-08 06:05:21 main:574] : INFO : Epoch 1901 | loss: 0.0311567 | val_loss: 0.0311739 | Time: 2358.3 ms
[2022-04-08 06:05:23 main:574] : INFO : Epoch 1902 | loss: 0.0311546 | val_loss: 0.0311757 | Time: 2375.3 ms
[2022-04-08 06:05:25 main:574] : INFO : Epoch 1903 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 2342.25 ms
[2022-04-08 06:05:28 main:574] : INFO : Epoch 1904 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 2347.7 ms
[2022-04-08 06:05:30 main:574] : INFO : Epoch 1905 | loss: 0.031161 | val_loss: 0.0311723 | Time: 2354.19 ms
[2022-04-08 06:05:32 main:574] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 2341.63 ms
[2022-04-08 06:05:35 main:574] : INFO : Epoch 1907 | loss: 0.031174 | val_loss: 0.0311704 | Time: 2358.18 ms
[2022-04-08 06:05:37 main:574] : INFO : Epoch 1908 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 2340.46 ms
[2022-04-08 06:05:39 main:574] : INFO : Epoch 1909 | loss: 0.0311736 | val_loss: 0.0311736 | Time: 2359.15 ms
[2022-04-08 06:05:42 main:574] : INFO : Epoch 1910 | loss: 0.0311713 | val_loss: 0.0311737 | Time: 2346.91 ms
[2022-04-08 06:05:44 main:574] : INFO : Epoch 1911 | loss: 0.0311677 | val_loss: 0.0311705 | Time: 2356.98 ms
[2022-04-08 06:05:47 main:574] : INFO : Epoch 1912 | loss: 0.0311668 | val_loss: 0.0311732 | Time: 2356.17 ms
[2022-04-08 06:05:49 main:574] : INFO : Epoch 1913 | loss: 0.031169 | val_loss: 0.0311716 | Time: 2348.17 ms
[2022-04-08 06:05:51 main:574] : INFO : Epoch 1914 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 2360.57 ms
[2022-04-08 06:05:54 main:574] : INFO : Epoch 1915 | loss: 0.0311686 | val_loss: 0.0311743 | Time: 2340.47 ms
[2022-04-08 06:05:56 main:574] : INFO : Epoch 1916 | loss: 0.031167 | val_loss: 0.0311807 | Time: 2357.61 ms
[2022-04-08 06:05:58 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2350.07 ms
[2022-04-08 06:06:01 main:574] : INFO : Epoch 1918 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 2352.77 ms
[2022-04-08 06:06:03 main:574] : INFO : Epoch 1919 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 2357.84 ms
[2022-04-08 06:06:05 main:574] : INFO : Epoch 1920 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 2346.88 ms
[2022-04-08 06:06:08 main:574] : INFO : Epoch 1921 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 2351.24 ms
[2022-04-08 06:06:10 main:574] : INFO : Epoch 1922 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 2354.44 ms
[2022-04-08 06:06:12 main:574] : INFO : Epoch 1923 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 2346.1 ms
[2022-04-08 06:06:15 main:574] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 2355.44 ms
[2022-04-08 06:06:17 main:574] : INFO : Epoch 1925 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2345.41 ms
[2022-04-08 06:06:20 main:574] : INFO : Epoch 1926 | loss: 0.0311663 | val_loss: 0.0311765 | Time: 2348.91 ms
[2022-04-08 06:06:22 main:574] : INFO : Epoch 1927 | loss: 0.0311642 | val_loss: 0.0311726 | Time: 2362.37 ms
[2022-04-08 06:06:24 main:574] : INFO : Epoch 1928 | loss: 0.0311635 | val_loss: 0.0311745 | Time: 2356.31 ms
[2022-04-08 06:06:27 main:574] : INFO : Epoch 1929 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 2358.18 ms
[2022-04-08 06:06:29 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0311741 | Time: 2341.48 ms
[2022-04-08 06:06:31 main:574] : INFO : Epoch 1931 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 2355.98 ms
[2022-04-08 06:06:34 main:574] : INFO : Epoch 1932 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 2339.62 ms
[2022-04-08 06:06:36 main:574] : INFO : Epoch 1933 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 2362.11 ms
[2022-04-08 06:06:38 main:574] : INFO : Epoch 1934 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2342.06 ms
[2022-04-08 06:06:41 main:574] : INFO : Epoch 1935 | loss: 0.0311626 | val_loss: 0.0311751 | Time: 2355.47 ms
[2022-04-08 06:06:43 main:574] : INFO : Epoch 1936 | loss: 0.0311698 | val_loss: 0.0311711 | Time: 2356.2 ms
[2022-04-08 06:06:45 main:574] : INFO : Epoch 1937 | loss: 0.0311668 | val_loss: 0.0311765 | Time: 2340.76 ms
[2022-04-08 06:06:48 main:574] : INFO : Epoch 1938 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 2360.35 ms
[2022-04-08 06:06:50 main:574] : INFO : Epoch 1939 | loss: 0.0311642 | val_loss: 0.031171 | Time: 2348.29 ms
[2022-04-08 06:06:53 main:574] : INFO : Epoch 1940 | loss: 0.0311634 | val_loss: 0.031169 | Time: 2345.69 ms
[2022-04-08 06:06:55 main:574] : INFO : Epoch 1941 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2361.72 ms
[2022-04-08 06:06:57 main:574] : INFO : Epoch 1942 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 2341.7 ms
[2022-04-08 06:07:00 main:574] : INFO : Epoch 1943 | loss: 0.0311624 | val_loss: 0.0311698 | Time: 2354.07 ms
[2022-04-08 06:07:02 main:574] : INFO : Epoch 1944 | loss: 0.0311637 | val_loss: 0.0311702 | Time: 2342.03 ms
[2022-04-08 06:07:04 main:574] : INFO : Epoch 1945 | loss: 0.0311605 | val_loss: 0.031179 | Time: 2350.31 ms
[2022-04-08 06:07:07 main:574] : INFO : Epoch 1946 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 2349.36 ms
[2022-04-08 06:07:09 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311701 | Time: 2351.35 ms
[2022-04-08 06:07:11 main:574] : INFO : Epoch 1948 | loss: 0.0311615 | val_loss: 0.031169 | Time: 2356.93 ms
[2022-04-08 06:07:14 main:574] : INFO : Epoch 1949 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 2347.39 ms
[2022-04-08 06:07:16 main:574] : INFO : Epoch 1950 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 2351.35 ms
[2022-04-08 06:07:18 main:574] : INFO : Epoch 1951 | loss: 0.0311597 | val_loss: 0.0311695 | Time: 2345 ms
[2022-04-08 06:07:21 main:574] : INFO : Epoch 1952 | loss: 0.0311627 | val_loss: 0.0311783 | Time: 2356.57 ms
[2022-04-08 06:07:23 main:574] : INFO : Epoch 1953 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 2362.69 ms
[2022-04-08 06:07:26 main:574] : INFO : Epoch 1954 | loss: 0.0311636 | val_loss: 0.031172 | Time: 2354.54 ms
[2022-04-08 06:07:28 main:574] : INFO : Epoch 1955 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 2360.5 ms
[2022-04-08 06:07:30 main:574] : INFO : Epoch 1956 | loss: 0.0311615 | val_loss: 0.0311796 | Time: 2349.3 ms
[2022-04-08 06:07:33 main:574] : INFO : Epoch 1957 | loss: 0.0311631 | val_loss: 0.0311695 | Time: 2342.49 ms
[2022-04-08 06:07:35 main:574] : INFO : Epoch 1958 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 2357.92 ms
[2022-04-08 06:07:37 main:574] : INFO : Epoch 1959 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 2339.01 ms
[2022-04-08 06:07:40 main:574] : INFO : Epoch 1960 | loss: 0.0311625 | val_loss: 0.031168 | Time: 2357.25 ms
[2022-04-08 06:07:42 main:574] : INFO : Epoch 1961 | loss: 0.0311601 | val_loss: 0.0311687 | Time: 2341.86 ms
[2022-04-08 06:07:44 main:574] : INFO : Epoch 1962 | loss: 0.0311576 | val_loss: 0.031172 | Time: 2360.3 ms
[2022-04-08 06:07:47 main:574] : INFO : Epoch 1963 | loss: 0.0311586 | val_loss: 0.0311754 | Time: 2350.23 ms
[2022-04-08 06:07:49 main:574] : INFO : Epoch 1964 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 2353.19 ms
[2022-04-08 06:07:51 main:574] : INFO : Epoch 1965 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 2359.27 ms
[2022-04-08 06:07:54 main:574] : INFO : Epoch 1966 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2350.54 ms
[2022-04-08 06:07:56 main:574] : INFO : Epoch 1967 | loss: 0.031159 | val_loss: 0.031176 | Time: 2357.03 ms
[2022-04-08 06:07:59 main:574] : INFO : Epoch 1968 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 2345.38 ms
[2022-04-08 06:08:01 main:574] : INFO : Epoch 1969 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 2354.21 ms
[2022-04-08 06:08:03 main:574] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 2349.41 ms
[2022-04-08 06:08:06 main:574] : INFO : Epoch 1971 | loss: 0.0311613 | val_loss: 0.031173 | Time: 2346.89 ms
[2022-04-08 06:08:08 main:574] : INFO : Epoch 1972 | loss: 0.0311575 | val_loss: 0.0311676 | Time: 2352.8 ms
[2022-04-08 06:08:10 main:574] : INFO : Epoch 1973 | loss: 0.0311567 | val_loss: 0.0311669 | Time: 2348.2 ms
[2022-04-08 06:08:13 main:574] : INFO : Epoch 1974 | loss: 0.0311557 | val_loss: 0.0311681 | Time: 2347.43 ms
[2022-04-08 06:08:15 main:574] : INFO : Epoch 1975 | loss: 0.0311547 | val_loss: 0.0311736 | Time: 2343.63 ms
[2022-04-08 06:08:17 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 2351.6 ms
[2022-04-08 06:08:20 main:574] : INFO : Epoch 1977 | loss: 0.0311549 | val_loss: 0.031166 | Time: 2360.48 ms
[2022-04-08 06:08:22 main:574] : INFO : Epoch 1978 | loss: 0.0311543 | val_loss: 0.0311669 | Time: 2343.59 ms
[2022-04-08 06:08:24 main:574] : INFO : Epoch 1979 | loss: 0.0311577 | val_loss: 0.0311697 | Time: 2354.05 ms
[2022-04-08 06:08:27 main:574] : INFO : Epoch 1980 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2352.72 ms
[2022-04-08 06:08:29 main:574] : INFO : Epoch 1981 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 2342.63 ms
[2022-04-08 06:08:32 main:574] : INFO : Epoch 1982 | loss: 0.0311664 | val_loss: 0.031171 | Time: 2352.4 ms
[2022-04-08 06:08:34 main:574] : INFO : Epoch 1983 | loss: 0.0311598 | val_loss: 0.0311741 | Time: 2339.54 ms
[2022-04-08 06:08:36 main:574] : INFO : Epoch 1984 | loss: 0.0311602 | val_loss: 0.0311745 | Time: 2351.01 ms
[2022-04-08 06:08:39 main:574] : INFO : Epoch 1985 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 2344.43 ms
[2022-04-08 06:08:41 main:574] : INFO : Epoch 1986 | loss: 0.03116 | val_loss: 0.0311741 | Time: 2354.14 ms
[2022-04-08 06:08:43 main:574] : INFO : Epoch 1987 | loss: 0.031158 | val_loss: 0.031172 | Time: 2347.51 ms
[2022-04-08 06:08:46 main:574] : INFO : Epoch 1988 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 2345.95 ms
[2022-04-08 06:08:48 main:574] : INFO : Epoch 1989 | loss: 0.0311612 | val_loss: 0.0311739 | Time: 2358.2 ms
[2022-04-08 06:08:50 main:574] : INFO : Epoch 1990 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 2344.96 ms
[2022-04-08 06:08:53 main:574] : INFO : Epoch 1991 | loss: 0.0311577 | val_loss: 0.031176 | Time: 2345.74 ms
[2022-04-08 06:08:55 main:574] : INFO : Epoch 1992 | loss: 0.0311602 | val_loss: 0.0311848 | Time: 2348.59 ms
[2022-04-08 06:08:57 main:574] : INFO : Epoch 1993 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 2359.42 ms
[2022-04-08 06:09:00 main:574] : INFO : Epoch 1994 | loss: 0.0311559 | val_loss: 0.031171 | Time: 2353.53 ms
[2022-04-08 06:09:02 main:574] : INFO : Epoch 1995 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 2347.97 ms
[2022-04-08 06:09:05 main:574] : INFO : Epoch 1996 | loss: 0.0311575 | val_loss: 0.0311805 | Time: 2354.86 ms
[2022-04-08 06:09:07 main:574] : INFO : Epoch 1997 | loss: 0.031162 | val_loss: 0.0311764 | Time: 2341.56 ms
[2022-04-08 06:09:09 main:574] : INFO : Epoch 1998 | loss: 0.0311588 | val_loss: 0.0311774 | Time: 2347.39 ms
[2022-04-08 06:09:12 main:574] : INFO : Epoch 1999 | loss: 0.0311578 | val_loss: 0.0311702 | Time: 2356.99 ms
[2022-04-08 06:09:14 main:574] : INFO : Epoch 2000 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 2347.28 ms
[2022-04-08 06:09:16 main:574] : INFO : Epoch 2001 | loss: 0.0311538 | val_loss: 0.031169 | Time: 2349.94 ms
[2022-04-08 06:09:19 main:574] : INFO : Epoch 2002 | loss: 0.0311547 | val_loss: 0.0311737 | Time: 2346.4 ms
[2022-04-08 06:09:21 main:574] : INFO : Epoch 2003 | loss: 0.0311581 | val_loss: 0.0311745 | Time: 2349.92 ms
[2022-04-08 06:09:23 main:574] : INFO : Epoch 2004 | loss: 0.0311548 | val_loss: 0.0311705 | Time: 2353.13 ms
[2022-04-08 06:09:26 main:574] : INFO : Epoch 2005 | loss: 0.0311526 | val_loss: 0.0311761 | Time: 2343.47 ms
[2022-04-08 06:09:28 main:574] : INFO : Epoch 2006 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 2351.72 ms
[2022-04-08 06:09:30 main:574] : INFO : Epoch 2007 | loss: 0.0311544 | val_loss: 0.0311724 | Time: 2341.08 ms
[2022-04-08 06:09:33 main:574] : INFO : Epoch 2008 | loss: 0.0311535 | val_loss: 0.0311739 | Time: 2353.24 ms
[2022-04-08 06:09:35 main:574] : INFO : Epoch 2009 | loss: 0.0311539 | val_loss: 0.0311686 | Time: 2342.63 ms
[2022-04-08 06:09:37 main:574] : INFO : Epoch 2010 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 2350.19 ms
[2022-04-08 06:09:40 main:574] : INFO : Epoch 2011 | loss: 0.0311545 | val_loss: 0.0311698 | Time: 2354.58 ms
[2022-04-08 06:09:42 main:574] : INFO : Epoch 2012 | loss: 0.0311544 | val_loss: 0.0311823 | Time: 2340.77 ms
[2022-04-08 06:09:45 main:574] : INFO : Epoch 2013 | loss: 0.0311564 | val_loss: 0.0311744 | Time: 2357.83 ms
[2022-04-08 06:09:47 main:574] : INFO : Epoch 2014 | loss: 0.0311542 | val_loss: 0.0311761 | Time: 2354.95 ms
[2022-04-08 06:09:49 main:574] : INFO : Epoch 2015 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 2354.02 ms
[2022-04-08 06:09:52 main:574] : INFO : Epoch 2016 | loss: 0.0311535 | val_loss: 0.0311701 | Time: 2351.57 ms
[2022-04-08 06:09:54 main:574] : INFO : Epoch 2017 | loss: 0.0311529 | val_loss: 0.0311738 | Time: 2349.05 ms
[2022-04-08 06:09:56 main:574] : INFO : Epoch 2018 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 2356.46 ms
[2022-04-08 06:09:59 main:574] : INFO : Epoch 2019 | loss: 0.0311563 | val_loss: 0.0311798 | Time: 2340.57 ms
[2022-04-08 06:10:01 main:574] : INFO : Epoch 2020 | loss: 0.0311611 | val_loss: 0.0311708 | Time: 2360.74 ms
[2022-04-08 06:10:03 main:574] : INFO : Epoch 2021 | loss: 0.0311583 | val_loss: 0.0311705 | Time: 2352.4 ms
[2022-04-08 06:10:06 main:574] : INFO : Epoch 2022 | loss: 0.0311596 | val_loss: 0.0311688 | Time: 2349.43 ms
[2022-04-08 06:10:08 main:574] : INFO : Epoch 2023 | loss: 0.0311567 | val_loss: 0.0311697 | Time: 2349.66 ms
[2022-04-08 06:10:10 main:574] : INFO : Epoch 2024 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 2342.9 ms
[2022-04-08 06:10:13 main:574] : INFO : Epoch 2025 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 2357.26 ms
[2022-04-08 06:10:15 main:574] : INFO : Epoch 2026 | loss: 0.0311553 | val_loss: 0.0311825 | Time: 2343.41 ms
[2022-04-08 06:10:18 main:574] : INFO : Epoch 2027 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 2348.13 ms
[2022-04-08 06:10:20 main:574] : INFO : Epoch 2028 | loss: 0.031156 | val_loss: 0.0311733 | Time: 2348.69 ms
[2022-04-08 06:10:22 main:574] : INFO : Epoch 2029 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 2344.72 ms
[2022-04-08 06:10:25 main:574] : INFO : Epoch 2030 | loss: 0.0311652 | val_loss: 0.031175 | Time: 2361.28 ms
[2022-04-08 06:10:27 main:574] : INFO : Epoch 2031 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 2339.44 ms
[2022-04-08 06:10:29 main:574] : INFO : Epoch 2032 | loss: 0.0311537 | val_loss: 0.03117 | Time: 2358.41 ms
[2022-04-08 06:10:32 main:574] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.0311766 | Time: 2342.58 ms
[2022-04-08 06:10:34 main:574] : INFO : Epoch 2034 | loss: 0.0311563 | val_loss: 0.0311766 | Time: 2343 ms
[2022-04-08 06:10:36 main:574] : INFO : Epoch 2035 | loss: 0.0311555 | val_loss: 0.0311679 | Time: 2354.23 ms
[2022-04-08 06:10:39 main:574] : INFO : Epoch 2036 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 2344.18 ms
[2022-04-08 06:10:41 main:574] : INFO : Epoch 2037 | loss: 0.0311522 | val_loss: 0.0311681 | Time: 2354.8 ms
[2022-04-08 06:10:43 main:574] : INFO : Epoch 2038 | loss: 0.0311524 | val_loss: 0.0311717 | Time: 2348.33 ms
[2022-04-08 06:10:46 main:574] : INFO : Epoch 2039 | loss: 0.031154 | val_loss: 0.0311692 | Time: 2360.93 ms
[2022-04-08 06:10:48 main:574] : INFO : Epoch 2040 | loss: 0.0311518 | val_loss: 0.0311695 | Time: 2355.17 ms
[2022-04-08 06:10:51 main:574] : INFO : Epoch 2041 | loss: 0.0311509 | val_loss: 0.0311693 | Time: 2344.67 ms
[2022-04-08 06:10:53 main:574] : INFO : Epoch 2042 | loss: 0.0311537 | val_loss: 0.0311724 | Time: 2351.08 ms
[2022-04-08 06:10:55 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311702 | Time: 2346.98 ms
[2022-04-08 06:10:58 main:574] : INFO : Epoch 2044 | loss: 0.0311522 | val_loss: 0.0311705 | Time: 2349.58 ms
[2022-04-08 06:11:00 main:574] : INFO : Epoch 2045 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 2348.8 ms
[2022-04-08 06:11:02 main:574] : INFO : Epoch 2046 | loss: 0.0311507 | val_loss: 0.0311707 | Time: 2348.57 ms
[2022-04-08 06:11:05 main:574] : INFO : Epoch 2047 | loss: 0.0311502 | val_loss: 0.0311705 | Time: 2342.09 ms
[2022-04-08 06:11:07 main:574] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 2343.71 ms
[2022-04-08 06:11:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311682
[2022-04-08 06:11:07 main:603] : INFO : Saving end state to config to file
[2022-04-08 06:11:07 main:608] : INFO : Success, exiting..
06:11:07 (32356): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)