Task 14549495
| Name | ParityModified-1647047256-12310-3-0_0 |
| Workunit | 11575297 |
| Created | 8 Apr 2022, 8:30:17 UTC |
| Sent | 10 Apr 2022, 10:12:46 UTC |
| Report deadline | 18 Apr 2022, 10:12:46 UTC |
| Received | 11 Apr 2022, 2:10:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 16 min 42 sec |
| CPU time | 1 hours 16 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312026 | val_loss: 0.0312027 | Time: 2225.12 ms
[2022-04-10 20:50:24 main:574] : INFO : Epoch 1543 | loss: 0.0312013 | val_loss: 0.0312003 | Time: 2115.83 ms
[2022-04-10 20:50:26 main:574] : INFO : Epoch 1544 | loss: 0.0312 | val_loss: 0.031199 | Time: 2251.58 ms
[2022-04-10 20:50:28 main:574] : INFO : Epoch 1545 | loss: 0.0311987 | val_loss: 0.0311959 | Time: 2166.64 ms
[2022-04-10 20:50:31 main:574] : INFO : Epoch 1546 | loss: 0.0311949 | val_loss: 0.0311956 | Time: 2217.51 ms
[2022-04-10 20:50:33 main:574] : INFO : Epoch 1547 | loss: 0.0311938 | val_loss: 0.0311965 | Time: 2173.51 ms
[2022-04-10 20:50:35 main:574] : INFO : Epoch 1548 | loss: 0.0311935 | val_loss: 0.0311928 | Time: 2224.26 ms
[2022-04-10 20:50:37 main:574] : INFO : Epoch 1549 | loss: 0.0311911 | val_loss: 0.0311914 | Time: 2138.01 ms
[2022-04-10 20:50:39 main:574] : INFO : Epoch 1550 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 2153.37 ms
[2022-04-10 20:50:42 main:574] : INFO : Epoch 1551 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 2216.08 ms
[2022-04-10 20:50:44 main:574] : INFO : Epoch 1552 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 2178.03 ms
[2022-04-10 20:50:46 main:574] : INFO : Epoch 1553 | loss: 0.0311894 | val_loss: 0.0311881 | Time: 2310.79 ms
[2022-04-10 20:50:48 main:574] : INFO : Epoch 1554 | loss: 0.0311869 | val_loss: 0.0311857 | Time: 2207.56 ms
[2022-04-10 20:50:51 main:574] : INFO : Epoch 1555 | loss: 0.031186 | val_loss: 0.0311874 | Time: 2330.17 ms
[2022-04-10 20:50:53 main:574] : INFO : Epoch 1556 | loss: 0.0311863 | val_loss: 0.0311869 | Time: 2274.71 ms
[2022-04-10 20:50:55 main:574] : INFO : Epoch 1557 | loss: 0.0311858 | val_loss: 0.0311843 | Time: 2250.96 ms
[2022-04-10 20:50:58 main:574] : INFO : Epoch 1558 | loss: 0.0311852 | val_loss: 0.0311847 | Time: 2322.05 ms
[2022-04-10 20:51:00 main:574] : INFO : Epoch 1559 | loss: 0.0311851 | val_loss: 0.0311864 | Time: 2269.25 ms
[2022-04-10 20:51:02 main:574] : INFO : Epoch 1560 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 2159.18 ms
[2022-04-10 20:51:04 main:574] : INFO : Epoch 1561 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2222.16 ms
[2022-04-10 20:51:06 main:574] : INFO : Epoch 1562 | loss: 0.0311858 | val_loss: 0.0311826 | Time: 2221.89 ms
[2022-04-10 20:51:09 main:574] : INFO : Epoch 1563 | loss: 0.031184 | val_loss: 0.0311817 | Time: 2109.15 ms
[2022-04-10 20:51:11 main:574] : INFO : Epoch 1564 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 2190.33 ms
[2022-04-10 20:51:13 main:574] : INFO : Epoch 1565 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 2251.35 ms
[2022-04-10 20:51:15 main:574] : INFO : Epoch 1566 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 2215.08 ms
[2022-04-10 20:51:17 main:574] : INFO : Epoch 1567 | loss: 0.0311809 | val_loss: 0.0311808 | Time: 2161.55 ms
[2022-04-10 20:51:20 main:574] : INFO : Epoch 1568 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 2223.51 ms
[2022-04-10 20:51:22 main:574] : INFO : Epoch 1569 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 2176.8 ms
[2022-04-10 20:51:24 main:574] : INFO : Epoch 1570 | loss: 0.0311817 | val_loss: 0.0311799 | Time: 2213.4 ms
[2022-04-10 20:51:26 main:574] : INFO : Epoch 1571 | loss: 0.0311801 | val_loss: 0.0311854 | Time: 2151.46 ms
[2022-04-10 20:51:28 main:574] : INFO : Epoch 1572 | loss: 0.0311808 | val_loss: 0.0311824 | Time: 2114.62 ms
[2022-04-10 20:51:30 main:574] : INFO : Epoch 1573 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 2215.08 ms
[2022-04-10 20:51:33 main:574] : INFO : Epoch 1574 | loss: 0.0311853 | val_loss: 0.0311911 | Time: 2185.21 ms
[2022-04-10 20:51:35 main:574] : INFO : Epoch 1575 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 2184.84 ms
[2022-04-10 20:51:37 main:574] : INFO : Epoch 1576 | loss: 0.0311832 | val_loss: 0.0311796 | Time: 2316.56 ms
[2022-04-10 20:51:39 main:574] : INFO : Epoch 1577 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 2204.73 ms
[2022-04-10 20:51:42 main:574] : INFO : Epoch 1578 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 2285.24 ms
[2022-04-10 20:51:44 main:574] : INFO : Epoch 1579 | loss: 0.0311832 | val_loss: 0.0311884 | Time: 2194.94 ms
[2022-04-10 20:51:46 main:574] : INFO : Epoch 1580 | loss: 0.0311811 | val_loss: 0.0311816 | Time: 2253.21 ms
[2022-04-10 20:51:48 main:574] : INFO : Epoch 1581 | loss: 0.0311805 | val_loss: 0.0311814 | Time: 2149.52 ms
[2022-04-10 20:51:51 main:574] : INFO : Epoch 1582 | loss: 0.0311798 | val_loss: 0.0311809 | Time: 2212.79 ms
[2022-04-10 20:51:53 main:574] : INFO : Epoch 1583 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 2214.74 ms
[2022-04-10 20:51:55 main:574] : INFO : Epoch 1584 | loss: 0.0311801 | val_loss: 0.0311814 | Time: 2138.93 ms
[2022-04-10 20:51:57 main:574] : INFO : Epoch 1585 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 2150.72 ms
[2022-04-10 20:51:59 main:574] : INFO : Epoch 1586 | loss: 0.0311804 | val_loss: 0.0311803 | Time: 2186.11 ms
[2022-04-10 20:52:01 main:574] : INFO : Epoch 1587 | loss: 0.0311794 | val_loss: 0.0311809 | Time: 2173.36 ms
[2022-04-10 20:52:04 main:574] : INFO : Epoch 1588 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2164.9 ms
[2022-04-10 20:52:06 main:574] : INFO : Epoch 1589 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 2210.73 ms
[2022-04-10 20:52:08 main:574] : INFO : Epoch 1590 | loss: 0.031179 | val_loss: 0.0311783 | Time: 2195.8 ms
[2022-04-10 20:52:10 main:574] : INFO : Epoch 1591 | loss: 0.031178 | val_loss: 0.0311777 | Time: 2102.46 ms
[2022-04-10 20:52:12 main:574] : INFO : Epoch 1592 | loss: 0.0311774 | val_loss: 0.031177 | Time: 2350.78 ms
[2022-04-10 20:52:15 main:574] : INFO : Epoch 1593 | loss: 0.0311768 | val_loss: 0.0311766 | Time: 2195.68 ms
[2022-04-10 20:52:17 main:574] : INFO : Epoch 1594 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 2205.94 ms
[2022-04-10 20:52:19 main:574] : INFO : Epoch 1595 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 2440.02 ms
[2022-04-10 20:52:21 main:574] : INFO : Epoch 1596 | loss: 0.0311784 | val_loss: 0.0311773 | Time: 2153.62 ms
[2022-04-10 20:52:24 main:574] : INFO : Epoch 1597 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 2223.6 ms
[2022-04-10 20:52:26 main:574] : INFO : Epoch 1598 | loss: 0.0311756 | val_loss: 0.0311772 | Time: 2324.63 ms
[2022-04-10 20:52:28 main:574] : INFO : Epoch 1599 | loss: 0.0311759 | val_loss: 0.0311766 | Time: 2142.28 ms
[2022-04-10 20:52:30 main:574] : INFO : Epoch 1600 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 2221.08 ms
[2022-04-10 20:52:33 main:574] : INFO : Epoch 1601 | loss: 0.0311761 | val_loss: 0.0311759 | Time: 2181.58 ms
[2022-04-10 20:52:35 main:574] : INFO : Epoch 1602 | loss: 0.031176 | val_loss: 0.0311764 | Time: 2266.58 ms
[2022-04-10 20:52:37 main:574] : INFO : Epoch 1603 | loss: 0.0311761 | val_loss: 0.0311769 | Time: 2154.73 ms
[2022-04-10 20:52:39 main:574] : INFO : Epoch 1604 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 2199.62 ms
[2022-04-10 20:52:41 main:574] : INFO : Epoch 1605 | loss: 0.0311793 | val_loss: 0.031176 | Time: 2082.7 ms
[2022-04-10 20:52:44 main:574] : INFO : Epoch 1606 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 2232.71 ms
[2022-04-10 20:52:46 main:574] : INFO : Epoch 1607 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2203.77 ms
[2022-04-10 20:52:48 main:574] : INFO : Epoch 1608 | loss: 0.0311736 | val_loss: 0.0311763 | Time: 2196.46 ms
[2022-04-10 20:52:50 main:574] : INFO : Epoch 1609 | loss: 0.0311742 | val_loss: 0.0311777 | Time: 2170.6 ms
[2022-04-10 20:52:52 main:574] : INFO : Epoch 1610 | loss: 0.031174 | val_loss: 0.031176 | Time: 2163.96 ms
[2022-04-10 20:52:55 main:574] : INFO : Epoch 1611 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2238.86 ms
[2022-04-10 20:52:57 main:574] : INFO : Epoch 1612 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 2021.5 ms
[2022-04-10 20:52:59 main:574] : INFO : Epoch 1613 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 2213.92 ms
[2022-04-10 20:53:01 main:574] : INFO : Epoch 1614 | loss: 0.0311734 | val_loss: 0.0311805 | Time: 2266.17 ms
[2022-04-10 20:53:03 main:574] : INFO : Epoch 1615 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 2291.58 ms
[2022-04-10 20:53:05 main:574] : INFO : Epoch 1616 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 2122.63 ms
[2022-04-10 20:53:08 main:574] : INFO : Epoch 1617 | loss: 0.0311731 | val_loss: 0.0311755 | Time: 2296.36 ms
[2022-04-10 20:53:10 main:574] : INFO : Epoch 1618 | loss: 0.031173 | val_loss: 0.0311747 | Time: 2190.72 ms
[2022-04-10 20:53:12 main:574] : INFO : Epoch 1619 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 2222.44 ms
[2022-04-10 20:53:14 main:574] : INFO : Epoch 1620 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 2245.1 ms
[2022-04-10 20:53:17 main:574] : INFO : Epoch 1621 | loss: 0.031173 | val_loss: 0.0311752 | Time: 2270.82 ms
[2022-04-10 20:53:19 main:574] : INFO : Epoch 1622 | loss: 0.0311735 | val_loss: 0.0311752 | Time: 2267.43 ms
[2022-04-10 20:53:21 main:574] : INFO : Epoch 1623 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 2229.31 ms
[2022-04-10 20:53:23 main:574] : INFO : Epoch 1624 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2176.18 ms
[2022-04-10 20:53:26 main:574] : INFO : Epoch 1625 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 2132.44 ms
[2022-04-10 20:53:28 main:574] : INFO : Epoch 1626 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 2256.6 ms
[2022-04-10 20:53:30 main:574] : INFO : Epoch 1627 | loss: 0.0311768 | val_loss: 0.031175 | Time: 2194.61 ms
[2022-04-10 20:53:32 main:574] : INFO : Epoch 1628 | loss: 0.0311714 | val_loss: 0.0311736 | Time: 2307.09 ms
[2022-04-10 20:53:35 main:574] : INFO : Epoch 1629 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 2265.89 ms
[2022-04-10 20:53:37 main:574] : INFO : Epoch 1630 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 2194.81 ms
[2022-04-10 20:53:39 main:574] : INFO : Epoch 1631 | loss: 0.0311709 | val_loss: 0.0311744 | Time: 2144.65 ms
[2022-04-10 20:53:41 main:574] : INFO : Epoch 1632 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 2317.88 ms
[2022-04-10 20:53:43 main:574] : INFO : Epoch 1633 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2137.94 ms
[2022-04-10 20:53:46 main:574] : INFO : Epoch 1634 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 2216.26 ms
[2022-04-10 20:53:48 main:574] : INFO : Epoch 1635 | loss: 0.0311713 | val_loss: 0.031175 | Time: 2219.71 ms
[2022-04-10 20:53:50 main:574] : INFO : Epoch 1636 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 2304.37 ms
[2022-04-10 20:53:52 main:574] : INFO : Epoch 1637 | loss: 0.0311714 | val_loss: 0.031174 | Time: 2276.97 ms
[2022-04-10 20:53:55 main:574] : INFO : Epoch 1638 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 2215.67 ms
[2022-04-10 20:53:57 main:574] : INFO : Epoch 1639 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 2238.22 ms
[2022-04-10 20:53:59 main:574] : INFO : Epoch 1640 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2171.33 ms
[2022-04-10 20:54:01 main:574] : INFO : Epoch 1641 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 2192.62 ms
[2022-04-10 20:54:04 main:574] : INFO : Epoch 1642 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 2247.62 ms
[2022-04-10 20:54:06 main:574] : INFO : Epoch 1643 | loss: 0.0311737 | val_loss: 0.0311793 | Time: 2179.29 ms
[2022-04-10 20:54:08 main:574] : INFO : Epoch 1644 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 2178.96 ms
[2022-04-10 20:54:10 main:574] : INFO : Epoch 1645 | loss: 0.031173 | val_loss: 0.0311786 | Time: 2340.77 ms
[2022-04-10 20:54:12 main:574] : INFO : Epoch 1646 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 2162.73 ms
[2022-04-10 20:54:15 main:574] : INFO : Epoch 1647 | loss: 0.0311729 | val_loss: 0.0311733 | Time: 2320.81 ms
[2022-04-10 20:54:17 main:574] : INFO : Epoch 1648 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 2168.84 ms
[2022-04-10 20:54:19 main:574] : INFO : Epoch 1649 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 2320.2 ms
[2022-04-10 20:54:21 main:574] : INFO : Epoch 1650 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 2214.18 ms
[2022-04-10 20:54:24 main:574] : INFO : Epoch 1651 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 2119.41 ms
[2022-04-10 20:54:26 main:574] : INFO : Epoch 1652 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 2237.58 ms
[2022-04-10 20:54:28 main:574] : INFO : Epoch 1653 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 2278.42 ms
[2022-04-10 20:54:30 main:574] : INFO : Epoch 1654 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 2228.55 ms
[2022-04-10 20:54:32 main:574] : INFO : Epoch 1655 | loss: 0.0311681 | val_loss: 0.031174 | Time: 2163.48 ms
[2022-04-10 20:54:35 main:574] : INFO : Epoch 1656 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2201.79 ms
[2022-04-10 20:54:37 main:574] : INFO : Epoch 1657 | loss: 0.031169 | val_loss: 0.0311823 | Time: 2270.57 ms
[2022-04-10 20:54:39 main:574] : INFO : Epoch 1658 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 2193.27 ms
[2022-04-10 20:54:41 main:574] : INFO : Epoch 1659 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 2261.41 ms
[2022-04-10 20:54:44 main:574] : INFO : Epoch 1660 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2221.72 ms
[2022-04-10 20:54:46 main:574] : INFO : Epoch 1661 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 2376.21 ms
[2022-04-10 20:54:48 main:574] : INFO : Epoch 1662 | loss: 0.0311691 | val_loss: 0.0311817 | Time: 2229.78 ms
[2022-04-10 20:54:51 main:574] : INFO : Epoch 1663 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 2312.74 ms
[2022-04-10 20:54:53 main:574] : INFO : Epoch 1664 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2221.64 ms
[2022-04-10 20:54:55 main:574] : INFO : Epoch 1665 | loss: 0.0311687 | val_loss: 0.031175 | Time: 2257.7 ms
[2022-04-10 20:54:57 main:574] : INFO : Epoch 1666 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 2189.24 ms
[2022-04-10 20:55:00 main:574] : INFO : Epoch 1667 | loss: 0.0311686 | val_loss: 0.031176 | Time: 2287.28 ms
[2022-04-10 20:55:02 main:574] : INFO : Epoch 1668 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2147.53 ms
[2022-04-10 20:55:04 main:574] : INFO : Epoch 1669 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 2279.84 ms
[2022-04-10 20:55:06 main:574] : INFO : Epoch 1670 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 2172.41 ms
[2022-04-10 20:55:09 main:574] : INFO : Epoch 1671 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 2294.23 ms
[2022-04-10 20:55:11 main:574] : INFO : Epoch 1672 | loss: 0.0311668 | val_loss: 0.031174 | Time: 2252.03 ms
[2022-04-10 20:55:13 main:574] : INFO : Epoch 1673 | loss: 0.0311679 | val_loss: 0.0311744 | Time: 2272.85 ms
[2022-04-10 20:55:15 main:574] : INFO : Epoch 1674 | loss: 0.0311678 | val_loss: 0.031177 | Time: 2240.18 ms
[2022-04-10 20:55:18 main:574] : INFO : Epoch 1675 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2283.4 ms
[2022-04-10 20:55:20 main:574] : INFO : Epoch 1676 | loss: 0.0311668 | val_loss: 0.0311753 | Time: 2171.04 ms
[2022-04-10 20:55:22 main:574] : INFO : Epoch 1677 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 2229.48 ms
[2022-04-10 20:55:24 main:574] : INFO : Epoch 1678 | loss: 0.0311692 | val_loss: 0.0311752 | Time: 2284.97 ms
[2022-04-10 20:55:27 main:574] : INFO : Epoch 1679 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2248.9 ms
[2022-04-10 20:55:29 main:574] : INFO : Epoch 1680 | loss: 0.031173 | val_loss: 0.0311836 | Time: 2159.83 ms
[2022-04-10 20:55:31 main:574] : INFO : Epoch 1681 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 2158.87 ms
[2022-04-10 20:55:33 main:574] : INFO : Epoch 1682 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 2197.44 ms
[2022-04-10 20:55:35 main:574] : INFO : Epoch 1683 | loss: 0.0311685 | val_loss: 0.0311735 | Time: 2324.42 ms
[2022-04-10 20:55:38 main:574] : INFO : Epoch 1684 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 2407.44 ms
[2022-04-10 20:55:40 main:574] : INFO : Epoch 1685 | loss: 0.0311704 | val_loss: 0.0311732 | Time: 2093.35 ms
[2022-04-10 20:55:42 main:574] : INFO : Epoch 1686 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 2250.13 ms
[2022-04-10 20:55:44 main:574] : INFO : Epoch 1687 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 2174.8 ms
[2022-04-10 20:55:47 main:574] : INFO : Epoch 1688 | loss: 0.0311679 | val_loss: 0.0311743 | Time: 2204.18 ms
[2022-04-10 20:55:49 main:574] : INFO : Epoch 1689 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 2177.81 ms
[2022-04-10 20:55:51 main:574] : INFO : Epoch 1690 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 2235.62 ms
[2022-04-10 20:55:53 main:574] : INFO : Epoch 1691 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 2216.83 ms
[2022-04-10 20:55:55 main:574] : INFO : Epoch 1692 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2117.04 ms
[2022-04-10 20:55:57 main:574] : INFO : Epoch 1693 | loss: 0.0311682 | val_loss: 0.0311736 | Time: 2162.07 ms
[2022-04-10 20:56:00 main:574] : INFO : Epoch 1694 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 2206.91 ms
[2022-04-10 20:56:02 main:574] : INFO : Epoch 1695 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 2207.96 ms
[2022-04-10 20:56:04 main:574] : INFO : Epoch 1696 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 2311.1 ms
[2022-04-10 20:56:06 main:574] : INFO : Epoch 1697 | loss: 0.0311659 | val_loss: 0.0311733 | Time: 2240.13 ms
[2022-04-10 20:56:09 main:574] : INFO : Epoch 1698 | loss: 0.0311667 | val_loss: 0.031173 | Time: 2296.54 ms
[2022-04-10 20:56:11 main:574] : INFO : Epoch 1699 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 2299.25 ms
[2022-04-10 20:56:13 main:574] : INFO : Epoch 1700 | loss: 0.0311667 | val_loss: 0.0311733 | Time: 2389.85 ms
[2022-04-10 20:56:16 main:574] : INFO : Epoch 1701 | loss: 0.0311667 | val_loss: 0.0311757 | Time: 2258.22 ms
[2022-04-10 20:56:18 main:574] : INFO : Epoch 1702 | loss: 0.0311683 | val_loss: 0.0311743 | Time: 2157.52 ms
[2022-04-10 20:56:20 main:574] : INFO : Epoch 1703 | loss: 0.0311688 | val_loss: 0.0311729 | Time: 2094.37 ms
[2022-04-10 20:56:22 main:574] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.031174 | Time: 2295.61 ms
[2022-04-10 20:56:24 main:574] : INFO : Epoch 1705 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2180.61 ms
[2022-04-10 20:56:27 main:574] : INFO : Epoch 1706 | loss: 0.0311656 | val_loss: 0.0311785 | Time: 2198.24 ms
[2022-04-10 20:56:29 main:574] : INFO : Epoch 1707 | loss: 0.0311657 | val_loss: 0.0311786 | Time: 2133.4 ms
[2022-04-10 20:56:31 main:574] : INFO : Epoch 1708 | loss: 0.031168 | val_loss: 0.0311758 | Time: 2196.29 ms
[2022-04-10 20:56:33 main:574] : INFO : Epoch 1709 | loss: 0.0311681 | val_loss: 0.0311863 | Time: 2186.38 ms
[2022-04-10 20:56:35 main:574] : INFO : Epoch 1710 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 2207.23 ms
[2022-04-10 20:56:38 main:574] : INFO : Epoch 1711 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 2165.49 ms
[2022-04-10 20:56:40 main:574] : INFO : Epoch 1712 | loss: 0.0311683 | val_loss: 0.031178 | Time: 2153.81 ms
[2022-04-10 20:56:42 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.0311827 | Time: 2299.52 ms
[2022-04-10 20:56:44 main:574] : INFO : Epoch 1714 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2284.86 ms
[2022-04-10 20:56:47 main:574] : INFO : Epoch 1715 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 2295.29 ms
[2022-04-10 20:56:49 main:574] : INFO : Epoch 1716 | loss: 0.0311748 | val_loss: 0.0311737 | Time: 2248.92 ms
[2022-04-10 20:56:51 main:574] : INFO : Epoch 1717 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 2288.72 ms
[2022-04-10 20:56:53 main:574] : INFO : Epoch 1718 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2178.55 ms
[2022-04-10 20:56:56 main:574] : INFO : Epoch 1719 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 2362.12 ms
[2022-04-10 20:56:58 main:574] : INFO : Epoch 1720 | loss: 0.0311671 | val_loss: 0.031176 | Time: 2125.01 ms
[2022-04-10 20:57:00 main:574] : INFO : Epoch 1721 | loss: 0.0311691 | val_loss: 0.0311711 | Time: 2213.55 ms
[2022-04-10 20:57:02 main:574] : INFO : Epoch 1722 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2286.77 ms
[2022-04-10 20:57:05 main:574] : INFO : Epoch 1723 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 2202.65 ms
[2022-04-10 20:57:07 main:574] : INFO : Epoch 1724 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2195.31 ms
[2022-04-10 20:57:09 main:574] : INFO : Epoch 1725 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 2167.43 ms
[2022-04-10 20:57:11 main:574] : INFO : Epoch 1726 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 2254.07 ms
[2022-04-10 20:57:14 main:574] : INFO : Epoch 1727 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2292.77 ms
[2022-04-10 20:57:16 main:574] : INFO : Epoch 1728 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 2313.64 ms
[2022-04-10 20:57:18 main:574] : INFO : Epoch 1729 | loss: 0.031167 | val_loss: 0.0311737 | Time: 2232.83 ms
[2022-04-10 20:57:20 main:574] : INFO : Epoch 1730 | loss: 0.0311651 | val_loss: 0.0311777 | Time: 2179.72 ms
[2022-04-10 20:57:23 main:574] : INFO : Epoch 1731 | loss: 0.0311668 | val_loss: 0.0311808 | Time: 2244.41 ms
[2022-04-10 20:57:25 main:574] : INFO : Epoch 1732 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 2290.94 ms
[2022-04-10 20:57:27 main:574] : INFO : Epoch 1733 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2167.41 ms
[2022-04-10 20:57:29 main:574] : INFO : Epoch 1734 | loss: 0.0311663 | val_loss: 0.0311745 | Time: 2205.15 ms
[2022-04-10 20:57:31 main:574] : INFO : Epoch 1735 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2223.67 ms
[2022-04-10 20:57:34 main:574] : INFO : Epoch 1736 | loss: 0.0311654 | val_loss: 0.031177 | Time: 2167.38 ms
[2022-04-10 20:57:36 main:574] : INFO : Epoch 1737 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 2207.13 ms
[2022-04-10 20:57:38 main:574] : INFO : Epoch 1738 | loss: 0.0311687 | val_loss: 0.0311758 | Time: 2121.69 ms
[2022-04-10 20:57:40 main:574] : INFO : Epoch 1739 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2282.63 ms
[2022-04-10 20:57:42 main:574] : INFO : Epoch 1740 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 2078.03 ms
[2022-04-10 20:57:45 main:574] : INFO : Epoch 1741 | loss: 0.0311657 | val_loss: 0.031174 | Time: 2270.39 ms
[2022-04-10 20:57:47 main:574] : INFO : Epoch 1742 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 2129.24 ms
[2022-04-10 20:57:49 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311908 | Time: 2210.4 ms
[2022-04-10 20:57:51 main:574] : INFO : Epoch 1744 | loss: 0.0311794 | val_loss: 0.0311955 | Time: 2097.48 ms
[2022-04-10 20:57:53 main:574] : INFO : Epoch 1745 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 2215.43 ms
[2022-04-10 20:57:55 main:574] : INFO : Epoch 1746 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 2203.41 ms
[2022-04-10 20:57:58 main:574] : INFO : Epoch 1747 | loss: 0.0311688 | val_loss: 0.0311754 | Time: 2300.16 ms
[2022-04-10 20:58:00 main:574] : INFO : Epoch 1748 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 2131.8 ms
[2022-04-10 20:58:02 main:574] : INFO : Epoch 1749 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2173.04 ms
[2022-04-10 20:58:04 main:574] : INFO : Epoch 1750 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 2130.06 ms
[2022-04-10 20:58:06 main:574] : INFO : Epoch 1751 | loss: 0.0311648 | val_loss: 0.031174 | Time: 2251.54 ms
[2022-04-10 20:58:09 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 2326.73 ms
[2022-04-10 20:58:11 main:574] : INFO : Epoch 1753 | loss: 0.0311649 | val_loss: 0.0311764 | Time: 2196.12 ms
[2022-04-10 20:58:13 main:574] : INFO : Epoch 1754 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 2283.7 ms
[2022-04-10 20:58:16 main:574] : INFO : Epoch 1755 | loss: 0.0311639 | val_loss: 0.031174 | Time: 2199.72 ms
[2022-04-10 20:58:18 main:574] : INFO : Epoch 1756 | loss: 0.0311664 | val_loss: 0.031179 | Time: 2303.46 ms
[2022-04-10 20:58:20 main:574] : INFO : Epoch 1757 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 2245.65 ms
[2022-04-10 20:58:22 main:574] : INFO : Epoch 1758 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2233.08 ms
[2022-04-10 20:58:25 main:574] : INFO : Epoch 1759 | loss: 0.031167 | val_loss: 0.031176 | Time: 2204.55 ms
[2022-04-10 20:58:27 main:574] : INFO : Epoch 1760 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 2143.12 ms
[2022-04-10 20:58:29 main:574] : INFO : Epoch 1761 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 2248.47 ms
[2022-04-10 20:58:31 main:574] : INFO : Epoch 1762 | loss: 0.031166 | val_loss: 0.0311769 | Time: 2182.4 ms
[2022-04-10 20:58:34 main:574] : INFO : Epoch 1763 | loss: 0.0311673 | val_loss: 0.0311818 | Time: 2352.99 ms
[2022-04-10 20:58:36 main:574] : INFO : Epoch 1764 | loss: 0.0311671 | val_loss: 0.0311725 | Time: 2269.57 ms
[2022-04-10 20:58:38 main:574] : INFO : Epoch 1765 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 2257.86 ms
[2022-04-10 20:58:40 main:574] : INFO : Epoch 1766 | loss: 0.0311667 | val_loss: 0.0311763 | Time: 2235.89 ms
[2022-04-10 20:58:43 main:574] : INFO : Epoch 1767 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 2235.16 ms
[2022-04-10 20:58:45 main:574] : INFO : Epoch 1768 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 2254.96 ms
[2022-04-10 20:58:47 main:574] : INFO : Epoch 1769 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 2118.58 ms
[2022-04-10 20:58:49 main:574] : INFO : Epoch 1770 | loss: 0.0311647 | val_loss: 0.031175 | Time: 2173.51 ms
[2022-04-10 20:58:51 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 2107.79 ms
[2022-04-10 20:58:53 main:574] : INFO : Epoch 1772 | loss: 0.0311636 | val_loss: 0.031173 | Time: 2187.5 ms
[2022-04-10 20:58:56 main:574] : INFO : Epoch 1773 | loss: 0.031164 | val_loss: 0.0311766 | Time: 2189.43 ms
[2022-04-10 20:58:58 main:574] : INFO : Epoch 1774 | loss: 0.0311638 | val_loss: 0.0311724 | Time: 2219.11 ms
[2022-04-10 20:59:00 main:574] : INFO : Epoch 1775 | loss: 0.0311628 | val_loss: 0.031174 | Time: 2299 ms
[2022-04-10 20:59:02 main:574] : INFO : Epoch 1776 | loss: 0.0311665 | val_loss: 0.0311721 | Time: 2213.68 ms
[2022-04-10 20:59:05 main:574] : INFO : Epoch 1777 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 2316.02 ms
[2022-04-10 20:59:07 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2115.73 ms
[2022-04-10 20:59:09 main:574] : INFO : Epoch 1779 | loss: 0.0311639 | val_loss: 0.0311739 | Time: 2208.91 ms
[2022-04-10 20:59:11 main:574] : INFO : Epoch 1780 | loss: 0.0311643 | val_loss: 0.0311719 | Time: 2194.92 ms
[2022-04-10 20:59:13 main:574] : INFO : Epoch 1781 | loss: 0.0311635 | val_loss: 0.0311715 | Time: 2200.43 ms
[2022-04-10 20:59:16 main:574] : INFO : Epoch 1782 | loss: 0.0311632 | val_loss: 0.0311719 | Time: 2172.18 ms
[2022-04-10 20:59:18 main:574] : INFO : Epoch 1783 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 2142.4 ms
[2022-04-10 20:59:20 main:574] : INFO : Epoch 1784 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 2313.38 ms
[2022-04-10 20:59:22 main:574] : INFO : Epoch 1785 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 2227.55 ms
[2022-04-10 20:59:24 main:574] : INFO : Epoch 1786 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 2182.29 ms
[2022-04-10 20:59:27 main:574] : INFO : Epoch 1787 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2260.65 ms
[2022-04-10 20:59:29 main:574] : INFO : Epoch 1788 | loss: 0.0311654 | val_loss: 0.0311727 | Time: 2103.96 ms
[2022-04-10 20:59:31 main:574] : INFO : Epoch 1789 | loss: 0.0311648 | val_loss: 0.0311716 | Time: 2349.35 ms
[2022-04-10 20:59:33 main:574] : INFO : Epoch 1790 | loss: 0.0311692 | val_loss: 0.0311744 | Time: 2105.29 ms
[2022-04-10 20:59:36 main:574] : INFO : Epoch 1791 | loss: 0.0311748 | val_loss: 0.0311732 | Time: 2266.34 ms
[2022-04-10 20:59:38 main:574] : INFO : Epoch 1792 | loss: 0.0311725 | val_loss: 0.0311742 | Time: 2223.88 ms
[2022-04-10 20:59:40 main:574] : INFO : Epoch 1793 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2291.52 ms
[2022-04-10 20:59:42 main:574] : INFO : Epoch 1794 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 2143.91 ms
[2022-04-10 20:59:44 main:574] : INFO : Epoch 1795 | loss: 0.0311826 | val_loss: 0.0311799 | Time: 2237.24 ms
[2022-04-10 20:59:47 main:574] : INFO : Epoch 1796 | loss: 0.0311787 | val_loss: 0.031174 | Time: 2106.64 ms
[2022-04-10 20:59:49 main:574] : INFO : Epoch 1797 | loss: 0.0311743 | val_loss: 0.0311769 | Time: 2274.69 ms
[2022-04-10 20:59:51 main:574] : INFO : Epoch 1798 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 2185.1 ms
[2022-04-10 20:59:53 main:574] : INFO : Epoch 1799 | loss: 0.0311721 | val_loss: 0.0311716 | Time: 2251.46 ms
[2022-04-10 20:59:56 main:574] : INFO : Epoch 1800 | loss: 0.0311724 | val_loss: 0.031181 | Time: 2247.15 ms
[2022-04-10 20:59:58 main:574] : INFO : Epoch 1801 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2247.5 ms
[2022-04-10 21:00:00 main:574] : INFO : Epoch 1802 | loss: 0.0311693 | val_loss: 0.0311715 | Time: 2173.59 ms
[2022-04-10 21:00:02 main:574] : INFO : Epoch 1803 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 2209.06 ms
[2022-04-10 21:00:04 main:574] : INFO : Epoch 1804 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 2227.88 ms
[2022-04-10 21:00:07 main:574] : INFO : Epoch 1805 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 2254.9 ms
[2022-04-10 21:00:09 main:574] : INFO : Epoch 1806 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 2233.98 ms
[2022-04-10 21:00:11 main:574] : INFO : Epoch 1807 | loss: 0.0311694 | val_loss: 0.0311732 | Time: 2383.15 ms
[2022-04-10 21:00:13 main:574] : INFO : Epoch 1808 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2156.33 ms
[2022-04-10 21:00:16 main:574] : INFO : Epoch 1809 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2246.6 ms
[2022-04-10 21:00:18 main:574] : INFO : Epoch 1810 | loss: 0.031166 | val_loss: 0.0311773 | Time: 2223.24 ms
[2022-04-10 21:00:20 main:574] : INFO : Epoch 1811 | loss: 0.031166 | val_loss: 0.0311706 | Time: 2239.28 ms
[2022-04-10 21:00:22 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311788 | Time: 2270.25 ms
[2022-04-10 21:00:25 main:574] : INFO : Epoch 1813 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2140.42 ms
[2022-04-10 21:00:27 main:574] : INFO : Epoch 1814 | loss: 0.031169 | val_loss: 0.0311845 | Time: 2327.99 ms
[2022-04-10 21:00:29 main:574] : INFO : Epoch 1815 | loss: 0.0311698 | val_loss: 0.0311735 | Time: 2208.92 ms
[2022-04-10 21:00:31 main:574] : INFO : Epoch 1816 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2257.22 ms
[2022-04-10 21:00:34 main:574] : INFO : Epoch 1817 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2148.78 ms
[2022-04-10 21:00:36 main:574] : INFO : Epoch 1818 | loss: 0.0311706 | val_loss: 0.0311763 | Time: 2137.78 ms
[2022-04-10 21:00:38 main:574] : INFO : Epoch 1819 | loss: 0.0311659 | val_loss: 0.0311715 | Time: 2252.36 ms
[2022-04-10 21:00:40 main:574] : INFO : Epoch 1820 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 2211.55 ms
[2022-04-10 21:00:43 main:574] : INFO : Epoch 1821 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 2306.03 ms
[2022-04-10 21:00:45 main:574] : INFO : Epoch 1822 | loss: 0.0311724 | val_loss: 0.0311776 | Time: 2292.25 ms
[2022-04-10 21:00:47 main:574] : INFO : Epoch 1823 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 2330.09 ms
[2022-04-10 21:00:49 main:574] : INFO : Epoch 1824 | loss: 0.0311735 | val_loss: 0.0311715 | Time: 2210.44 ms
[2022-04-10 21:00:52 main:574] : INFO : Epoch 1825 | loss: 0.0311715 | val_loss: 0.031176 | Time: 2111.53 ms
[2022-04-10 21:00:54 main:574] : INFO : Epoch 1826 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 2251.18 ms
[2022-04-10 21:00:56 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 2141.63 ms
[2022-04-10 21:00:58 main:574] : INFO : Epoch 1828 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 2269.88 ms
[2022-04-10 21:01:00 main:574] : INFO : Epoch 1829 | loss: 0.0311699 | val_loss: 0.0311705 | Time: 2179.52 ms
[2022-04-10 21:01:03 main:574] : INFO : Epoch 1830 | loss: 0.0311678 | val_loss: 0.031171 | Time: 2298.78 ms
[2022-04-10 21:01:05 main:574] : INFO : Epoch 1831 | loss: 0.0311675 | val_loss: 0.0311712 | Time: 2140.02 ms
[2022-04-10 21:01:07 main:574] : INFO : Epoch 1832 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 2330.99 ms
[2022-04-10 21:01:09 main:574] : INFO : Epoch 1833 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 2235.37 ms
[2022-04-10 21:01:12 main:574] : INFO : Epoch 1834 | loss: 0.0311678 | val_loss: 0.0311706 | Time: 2293.4 ms
[2022-04-10 21:01:14 main:574] : INFO : Epoch 1835 | loss: 0.0311675 | val_loss: 0.0311705 | Time: 2262.05 ms
[2022-04-10 21:01:16 main:574] : INFO : Epoch 1836 | loss: 0.031168 | val_loss: 0.0311705 | Time: 2142.72 ms
[2022-04-10 21:01:18 main:574] : INFO : Epoch 1837 | loss: 0.0311699 | val_loss: 0.0311738 | Time: 2322.79 ms
[2022-04-10 21:01:21 main:574] : INFO : Epoch 1838 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 2132.56 ms
[2022-04-10 21:01:23 main:574] : INFO : Epoch 1839 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 2202.46 ms
[2022-04-10 21:01:25 main:574] : INFO : Epoch 1840 | loss: 0.0311733 | val_loss: 0.0311716 | Time: 2183.35 ms
[2022-04-10 21:01:27 main:574] : INFO : Epoch 1841 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 2234.91 ms
[2022-04-10 21:01:29 main:574] : INFO : Epoch 1842 | loss: 0.0311809 | val_loss: 0.0311749 | Time: 2091.32 ms
[2022-04-10 21:01:32 main:574] : INFO : Epoch 1843 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 2287.38 ms
[2022-04-10 21:01:34 main:574] : INFO : Epoch 1844 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 2087.97 ms
[2022-04-10 21:01:36 main:574] : INFO : Epoch 1845 | loss: 0.0311682 | val_loss: 0.0311752 | Time: 2096.17 ms
[2022-04-10 21:01:38 main:574] : INFO : Epoch 1846 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2154.2 ms
[2022-04-10 21:01:40 main:574] : INFO : Epoch 1847 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 2159.14 ms
[2022-04-10 21:01:42 main:574] : INFO : Epoch 1848 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2208.41 ms
[2022-04-10 21:01:44 main:574] : INFO : Epoch 1849 | loss: 0.0311683 | val_loss: 0.0311719 | Time: 2117.1 ms
[2022-04-10 21:01:47 main:574] : INFO : Epoch 1850 | loss: 0.0311671 | val_loss: 0.031172 | Time: 2307.98 ms
[2022-04-10 21:01:49 main:574] : INFO : Epoch 1851 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 2183.8 ms
[2022-04-10 21:01:51 main:574] : INFO : Epoch 1852 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2354.46 ms
[2022-04-10 21:01:53 main:574] : INFO : Epoch 1853 | loss: 0.0311668 | val_loss: 0.0311816 | Time: 2097.83 ms
[2022-04-10 21:01:56 main:574] : INFO : Epoch 1854 | loss: 0.0311676 | val_loss: 0.0311701 | Time: 2111.62 ms
[2022-04-10 21:01:58 main:574] : INFO : Epoch 1855 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 2214.51 ms
[2022-04-10 21:02:00 main:574] : INFO : Epoch 1856 | loss: 0.0311677 | val_loss: 0.0311753 | Time: 2187.63 ms
[2022-04-10 21:02:02 main:574] : INFO : Epoch 1857 | loss: 0.0311697 | val_loss: 0.0311724 | Time: 2176.96 ms
[2022-04-10 21:02:04 main:574] : INFO : Epoch 1858 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 2168.72 ms
[2022-04-10 21:02:06 main:574] : INFO : Epoch 1859 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 2199.25 ms
[2022-04-10 21:02:09 main:574] : INFO : Epoch 1860 | loss: 0.031165 | val_loss: 0.0311698 | Time: 2106.21 ms
[2022-04-10 21:02:11 main:574] : INFO : Epoch 1861 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 2160.65 ms
[2022-04-10 21:02:13 main:574] : INFO : Epoch 1862 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 2148.03 ms
[2022-04-10 21:02:15 main:574] : INFO : Epoch 1863 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2194.26 ms
[2022-04-10 21:02:17 main:574] : INFO : Epoch 1864 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 2248.68 ms
[2022-04-10 21:02:19 main:574] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311705 | Time: 2121.86 ms
[2022-04-10 21:02:22 main:574] : INFO : Epoch 1866 | loss: 0.0311657 | val_loss: 0.0311716 | Time: 2219.2 ms
[2022-04-10 21:02:24 main:574] : INFO : Epoch 1867 | loss: 0.0311688 | val_loss: 0.031175 | Time: 2227.21 ms
[2022-04-10 21:02:26 main:574] : INFO : Epoch 1868 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 2178.67 ms
[2022-04-10 21:02:28 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 2238.31 ms
[2022-04-10 21:02:31 main:574] : INFO : Epoch 1870 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 2213.01 ms
[2022-04-10 21:02:33 main:574] : INFO : Epoch 1871 | loss: 0.031168 | val_loss: 0.0311706 | Time: 2293.03 ms
[2022-04-10 21:02:35 main:574] : INFO : Epoch 1872 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 2247.42 ms
[2022-04-10 21:02:37 main:574] : INFO : Epoch 1873 | loss: 0.0311634 | val_loss: 0.0311772 | Time: 2209.38 ms
[2022-04-10 21:02:40 main:574] : INFO : Epoch 1874 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2273.87 ms
[2022-04-10 21:02:42 main:574] : INFO : Epoch 1875 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 2245.1 ms
[2022-04-10 21:02:44 main:574] : INFO : Epoch 1876 | loss: 0.0311626 | val_loss: 0.0311701 | Time: 2335.75 ms
[2022-04-10 21:02:47 main:574] : INFO : Epoch 1877 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 2420.14 ms
[2022-04-10 21:02:49 main:574] : INFO : Epoch 1878 | loss: 0.0311653 | val_loss: 0.031172 | Time: 2261.95 ms
[2022-04-10 21:02:51 main:574] : INFO : Epoch 1879 | loss: 0.031162 | val_loss: 0.0311689 | Time: 2186.44 ms
[2022-04-10 21:02:53 main:574] : INFO : Epoch 1880 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 2139.98 ms
[2022-04-10 21:02:56 main:574] : INFO : Epoch 1881 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 2247.79 ms
[2022-04-10 21:02:58 main:574] : INFO : Epoch 1882 | loss: 0.031162 | val_loss: 0.0311708 | Time: 2175.82 ms
[2022-04-10 21:03:00 main:574] : INFO : Epoch 1883 | loss: 0.031164 | val_loss: 0.0311745 | Time: 2199.51 ms
[2022-04-10 21:03:02 main:574] : INFO : Epoch 1884 | loss: 0.0311618 | val_loss: 0.0311692 | Time: 2188.95 ms
[2022-04-10 21:03:04 main:574] : INFO : Epoch 1885 | loss: 0.0311638 | val_loss: 0.031174 | Time: 2254.62 ms
[2022-04-10 21:03:06 main:574] : INFO : Epoch 1886 | loss: 0.0311696 | val_loss: 0.0311705 | Time: 2101.16 ms
[2022-04-10 21:03:09 main:574] : INFO : Epoch 1887 | loss: 0.0311634 | val_loss: 0.0311692 | Time: 2261.22 ms
[2022-04-10 21:03:11 main:574] : INFO : Epoch 1888 | loss: 0.0311618 | val_loss: 0.031172 | Time: 2097.89 ms
[2022-04-10 21:03:13 main:574] : INFO : Epoch 1889 | loss: 0.031164 | val_loss: 0.0311689 | Time: 2295.49 ms
[2022-04-10 21:03:15 main:574] : INFO : Epoch 1890 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 2088.89 ms
[2022-04-10 21:03:17 main:574] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 2089.49 ms
[2022-04-10 21:03:20 main:574] : INFO : Epoch 1892 | loss: 0.031164 | val_loss: 0.0311749 | Time: 2241.01 ms
[2022-04-10 21:03:22 main:574] : INFO : Epoch 1893 | loss: 0.031164 | val_loss: 0.031181 | Time: 2092 ms
[2022-04-10 21:03:24 main:574] : INFO : Epoch 1894 | loss: 0.0311644 | val_loss: 0.0311698 | Time: 2379 ms
[2022-04-10 21:03:26 main:574] : INFO : Epoch 1895 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 2258.37 ms
[2022-04-10 21:03:29 main:574] : INFO : Epoch 1896 | loss: 0.0311627 | val_loss: 0.0311763 | Time: 2299.82 ms
[2022-04-10 21:03:31 main:574] : INFO : Epoch 1897 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 2051.62 ms
[2022-04-10 21:03:33 main:574] : INFO : Epoch 1898 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 2190.17 ms
[2022-04-10 21:03:35 main:574] : INFO : Epoch 1899 | loss: 0.0311652 | val_loss: 0.0311714 | Time: 2226.45 ms
[2022-04-10 21:03:37 main:574] : INFO : Epoch 1900 | loss: 0.0311638 | val_loss: 0.0311698 | Time: 2134.41 ms
[2022-04-10 21:03:40 main:574] : INFO : Epoch 1901 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 2330.18 ms
[2022-04-10 21:03:42 main:574] : INFO : Epoch 1902 | loss: 0.0311641 | val_loss: 0.0311685 | Time: 2255.96 ms
[2022-04-10 21:03:44 main:574] : INFO : Epoch 1903 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 2127.51 ms
[2022-04-10 21:03:46 main:574] : INFO : Epoch 1904 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 2243.88 ms
[2022-04-10 21:03:48 main:574] : INFO : Epoch 1905 | loss: 0.031162 | val_loss: 0.0311684 | Time: 2166 ms
[2022-04-10 21:03:51 main:574] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.031169 | Time: 2182.83 ms
[2022-04-10 21:03:53 main:574] : INFO : Epoch 1907 | loss: 0.0311633 | val_loss: 0.031169 | Time: 2122.86 ms
[2022-04-10 21:03:55 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311684 | Time: 2162.49 ms
[2022-04-10 21:03:57 main:574] : INFO : Epoch 1909 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 2202.29 ms
[2022-04-10 21:03:59 main:574] : INFO : Epoch 1910 | loss: 0.0311636 | val_loss: 0.031169 | Time: 2211.07 ms
[2022-04-10 21:04:02 main:574] : INFO : Epoch 1911 | loss: 0.031162 | val_loss: 0.031172 | Time: 2253.19 ms
[2022-04-10 21:04:04 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311692 | Time: 2145.72 ms
[2022-04-10 21:04:06 main:574] : INFO : Epoch 1913 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 2284.45 ms
[2022-04-10 21:04:08 main:574] : INFO : Epoch 1914 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 2175.01 ms
[2022-04-10 21:04:10 main:574] : INFO : Epoch 1915 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 2188.58 ms
[2022-04-10 21:04:12 main:574] : INFO : Epoch 1916 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2139.37 ms
[2022-04-10 21:04:15 main:574] : INFO : Epoch 1917 | loss: 0.0311619 | val_loss: 0.0311694 | Time: 2270.28 ms
[2022-04-10 21:04:17 main:574] : INFO : Epoch 1918 | loss: 0.0311592 | val_loss: 0.0311684 | Time: 2302.24 ms
[2022-04-10 21:04:19 main:574] : INFO : Epoch 1919 | loss: 0.0311608 | val_loss: 0.0311685 | Time: 2273.52 ms
[2022-04-10 21:04:22 main:574] : INFO : Epoch 1920 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 2325.43 ms
[2022-04-10 21:04:24 main:574] : INFO : Epoch 1921 | loss: 0.0311608 | val_loss: 0.0311683 | Time: 2221.8 ms
[2022-04-10 21:04:26 main:574] : INFO : Epoch 1922 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2128.86 ms
[2022-04-10 21:04:28 main:574] : INFO : Epoch 1923 | loss: 0.0311695 | val_loss: 0.03117 | Time: 2056.82 ms
[2022-04-10 21:04:30 main:574] : INFO : Epoch 1924 | loss: 0.0311719 | val_loss: 0.0311703 | Time: 2175.22 ms
[2022-04-10 21:04:33 main:574] : INFO : Epoch 1925 | loss: 0.0311659 | val_loss: 0.0311717 | Time: 2270.54 ms
[2022-04-10 21:04:35 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311689 | Time: 2214.95 ms
[2022-04-10 21:04:37 main:574] : INFO : Epoch 1927 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 2254.92 ms
[2022-04-10 21:04:39 main:574] : INFO : Epoch 1928 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 2268.27 ms
[2022-04-10 21:04:42 main:574] : INFO : Epoch 1929 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 2226.33 ms
[2022-04-10 21:04:44 main:574] : INFO : Epoch 1930 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2199.29 ms
[2022-04-10 21:04:46 main:574] : INFO : Epoch 1931 | loss: 0.0311644 | val_loss: 0.0311721 | Time: 2338.94 ms
[2022-04-10 21:04:48 main:574] : INFO : Epoch 1932 | loss: 0.0311636 | val_loss: 0.0311759 | Time: 2224.43 ms
[2022-04-10 21:04:51 main:574] : INFO : Epoch 1933 | loss: 0.0311642 | val_loss: 0.0311777 | Time: 2274.63 ms
[2022-04-10 21:04:54 main:574] : INFO : Epoch 1934 | loss: 0.0311647 | val_loss: 0.031169 | Time: 2268.8 ms
[2022-04-10 21:04:56 main:574] : INFO : Epoch 1935 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 2275.19 ms
[2022-04-10 21:04:58 main:574] : INFO : Epoch 1936 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 2203.78 ms
[2022-04-10 21:05:00 main:574] : INFO : Epoch 1937 | loss: 0.0311618 | val_loss: 0.0311792 | Time: 2287.92 ms
[2022-04-10 21:05:03 main:574] : INFO : Epoch 1938 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 2166.13 ms
[2022-04-10 21:05:05 main:574] : INFO : Epoch 1939 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 2239.69 ms
[2022-04-10 21:05:07 main:574] : INFO : Epoch 1940 | loss: 0.0311619 | val_loss: 0.0311851 | Time: 2133.17 ms
[2022-04-10 21:05:09 main:574] : INFO : Epoch 1941 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 2200.08 ms
[2022-04-10 21:05:12 main:574] : INFO : Epoch 1942 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 2275.17 ms
[2022-04-10 21:05:14 main:574] : INFO : Epoch 1943 | loss: 0.0311609 | val_loss: 0.031167 | Time: 2226.72 ms
[2022-04-10 21:05:16 main:574] : INFO : Epoch 1944 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 2161.14 ms
[2022-04-10 21:05:18 main:574] : INFO : Epoch 1945 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 2271.84 ms
[2022-04-10 21:05:20 main:574] : INFO : Epoch 1946 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 2255.83 ms
[2022-04-10 21:05:23 main:574] : INFO : Epoch 1947 | loss: 0.031167 | val_loss: 0.0311728 | Time: 2224.7 ms
[2022-04-10 21:05:25 main:574] : INFO : Epoch 1948 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 2286.28 ms
[2022-04-10 21:05:27 main:574] : INFO : Epoch 1949 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 2135.47 ms
[2022-04-10 21:05:30 main:574] : INFO : Epoch 1950 | loss: 0.031167 | val_loss: 0.0311705 | Time: 2409.77 ms
[2022-04-10 21:05:33 main:574] : INFO : Epoch 1951 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 3168.95 ms
[2022-04-10 21:05:35 main:574] : INFO : Epoch 1952 | loss: 0.031165 | val_loss: 0.0311685 | Time: 2782.91 ms
[2022-04-10 21:05:38 main:574] : INFO : Epoch 1953 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 2647.33 ms
[2022-04-10 21:05:42 main:574] : INFO : Epoch 1954 | loss: 0.0311658 | val_loss: 0.0311773 | Time: 3940.06 ms
[2022-04-10 21:05:46 main:574] : INFO : Epoch 1955 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 3681.21 ms
[2022-04-10 21:05:49 main:574] : INFO : Epoch 1956 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 2962.9 ms
[2022-04-10 21:05:52 main:574] : INFO : Epoch 1957 | loss: 0.0311631 | val_loss: 0.0311678 | Time: 2742.87 ms
[2022-04-10 21:05:54 main:574] : INFO : Epoch 1958 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 2504.57 ms
[2022-04-10 21:05:57 main:574] : INFO : Epoch 1959 | loss: 0.0311613 | val_loss: 0.031169 | Time: 2591.45 ms
[2022-04-10 21:05:59 main:574] : INFO : Epoch 1960 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 2517.1 ms
[2022-04-10 21:06:02 main:574] : INFO : Epoch 1961 | loss: 0.0311611 | val_loss: 0.0311683 | Time: 2679.2 ms
[2022-04-10 21:06:04 main:574] : INFO : Epoch 1962 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 2571.55 ms
[2022-04-10 21:06:07 main:574] : INFO : Epoch 1963 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 2682.28 ms
[2022-04-10 21:06:10 main:574] : INFO : Epoch 1964 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 2690.75 ms
[2022-04-10 21:06:12 main:574] : INFO : Epoch 1965 | loss: 0.0311607 | val_loss: 0.0311701 | Time: 2638.93 ms
[2022-04-10 21:06:15 main:574] : INFO : Epoch 1966 | loss: 0.0311612 | val_loss: 0.0311686 | Time: 2600.47 ms
[2022-04-10 21:06:18 main:574] : INFO : Epoch 1967 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 2809.78 ms
[2022-04-10 21:06:20 main:574] : INFO : Epoch 1968 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 2510.4 ms
[2022-04-10 21:06:23 main:574] : INFO : Epoch 1969 | loss: 0.0311591 | val_loss: 0.031172 | Time: 2569.57 ms
[2022-04-10 21:06:25 main:574] : INFO : Epoch 1970 | loss: 0.0311602 | val_loss: 0.0311773 | Time: 2486 ms
[2022-04-10 21:06:28 main:574] : INFO : Epoch 1971 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 2181.38 ms
[2022-04-10 21:06:30 main:574] : INFO : Epoch 1972 | loss: 0.0311603 | val_loss: 0.0311668 | Time: 2228.51 ms
[2022-04-10 21:06:32 main:574] : INFO : Epoch 1973 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 2196.84 ms
[2022-04-10 21:06:34 main:574] : INFO : Epoch 1974 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 2133.82 ms
[2022-04-10 21:06:36 main:574] : INFO : Epoch 1975 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 2226.55 ms
[2022-04-10 21:06:39 main:574] : INFO : Epoch 1976 | loss: 0.0311616 | val_loss: 0.0311758 | Time: 2129.65 ms
[2022-04-10 21:06:41 main:574] : INFO : Epoch 1977 | loss: 0.0311632 | val_loss: 0.0311695 | Time: 2097.31 ms
[2022-04-10 21:06:43 main:574] : INFO : Epoch 1978 | loss: 0.031162 | val_loss: 0.0311719 | Time: 2129.25 ms
[2022-04-10 21:06:45 main:574] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311715 | Time: 2171.34 ms
[2022-04-10 21:06:47 main:574] : INFO : Epoch 1980 | loss: 0.0311663 | val_loss: 0.031171 | Time: 2137.77 ms
[2022-04-10 21:06:49 main:574] : INFO : Epoch 1981 | loss: 0.0311713 | val_loss: 0.0311693 | Time: 2256.27 ms
[2022-04-10 21:06:52 main:574] : INFO : Epoch 1982 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 2161.23 ms
[2022-04-10 21:06:54 main:574] : INFO : Epoch 1983 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 2290.52 ms
[2022-04-10 21:06:56 main:574] : INFO : Epoch 1984 | loss: 0.0311613 | val_loss: 0.0311677 | Time: 2084.5 ms
[2022-04-10 21:06:58 main:574] : INFO : Epoch 1985 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 2343.58 ms
[2022-04-10 21:07:01 main:574] : INFO : Epoch 1986 | loss: 0.0311587 | val_loss: 0.03117 | Time: 2308.23 ms
[2022-04-10 21:07:03 main:574] : INFO : Epoch 1987 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2355.66 ms
[2022-04-10 21:07:05 main:574] : INFO : Epoch 1988 | loss: 0.0311671 | val_loss: 0.0311692 | Time: 2204.28 ms
[2022-04-10 21:07:07 main:574] : INFO : Epoch 1989 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 2192.21 ms
[2022-04-10 21:07:10 main:574] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.0311687 | Time: 2129.62 ms
[2022-04-10 21:07:12 main:574] : INFO : Epoch 1991 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 2189.78 ms
[2022-04-10 21:07:14 main:574] : INFO : Epoch 1992 | loss: 0.0311659 | val_loss: 0.0311684 | Time: 2238.2 ms
[2022-04-10 21:07:16 main:574] : INFO : Epoch 1993 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2233.69 ms
[2022-04-10 21:07:18 main:574] : INFO : Epoch 1994 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 2127.85 ms
[2022-04-10 21:07:21 main:574] : INFO : Epoch 1995 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 2215 ms
[2022-04-10 21:07:23 main:574] : INFO : Epoch 1996 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 2074.72 ms
[2022-04-10 21:07:25 main:574] : INFO : Epoch 1997 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 2229.74 ms
[2022-04-10 21:07:27 main:574] : INFO : Epoch 1998 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2147.51 ms
[2022-04-10 21:07:29 main:574] : INFO : Epoch 1999 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 2180.99 ms
[2022-04-10 21:07:31 main:574] : INFO : Epoch 2000 | loss: 0.031161 | val_loss: 0.031168 | Time: 2253.49 ms
[2022-04-10 21:07:34 main:574] : INFO : Epoch 2001 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 2193.99 ms
[2022-04-10 21:07:36 main:574] : INFO : Epoch 2002 | loss: 0.0311579 | val_loss: 0.0311659 | Time: 2385.54 ms
[2022-04-10 21:07:38 main:574] : INFO : Epoch 2003 | loss: 0.0311592 | val_loss: 0.0311688 | Time: 2154.52 ms
[2022-04-10 21:07:40 main:574] : INFO : Epoch 2004 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 2222.98 ms
[2022-04-10 21:07:43 main:574] : INFO : Epoch 2005 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 2230.2 ms
[2022-04-10 21:07:45 main:574] : INFO : Epoch 2006 | loss: 0.031161 | val_loss: 0.0311665 | Time: 2259.21 ms
[2022-04-10 21:07:47 main:574] : INFO : Epoch 2007 | loss: 0.0311594 | val_loss: 0.031167 | Time: 2238 ms
[2022-04-10 21:07:49 main:574] : INFO : Epoch 2008 | loss: 0.0311574 | val_loss: 0.0311665 | Time: 2201.81 ms
[2022-04-10 21:07:52 main:574] : INFO : Epoch 2009 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 2204.59 ms
[2022-04-10 21:07:54 main:574] : INFO : Epoch 2010 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 2203.01 ms
[2022-04-10 21:07:56 main:574] : INFO : Epoch 2011 | loss: 0.0311583 | val_loss: 0.031168 | Time: 2137.21 ms
[2022-04-10 21:07:58 main:574] : INFO : Epoch 2012 | loss: 0.0311568 | val_loss: 0.0311661 | Time: 2131.03 ms
[2022-04-10 21:08:00 main:574] : INFO : Epoch 2013 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 2314.01 ms
[2022-04-10 21:08:03 main:574] : INFO : Epoch 2014 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 2182.82 ms
[2022-04-10 21:08:05 main:574] : INFO : Epoch 2015 | loss: 0.0311557 | val_loss: 0.0311665 | Time: 2127.84 ms
[2022-04-10 21:08:07 main:574] : INFO : Epoch 2016 | loss: 0.0311555 | val_loss: 0.0311669 | Time: 2229.01 ms
[2022-04-10 21:08:09 main:574] : INFO : Epoch 2017 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 2258.32 ms
[2022-04-10 21:08:11 main:574] : INFO : Epoch 2018 | loss: 0.0311569 | val_loss: 0.0311674 | Time: 2163.28 ms
[2022-04-10 21:08:14 main:574] : INFO : Epoch 2019 | loss: 0.0311556 | val_loss: 0.031169 | Time: 2261.83 ms
[2022-04-10 21:08:16 main:574] : INFO : Epoch 2020 | loss: 0.0311563 | val_loss: 0.031168 | Time: 2331.22 ms
[2022-04-10 21:08:18 main:574] : INFO : Epoch 2021 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 2290.97 ms
[2022-04-10 21:08:21 main:574] : INFO : Epoch 2022 | loss: 0.0311563 | val_loss: 0.0311649 | Time: 2219.83 ms
[2022-04-10 21:08:23 main:574] : INFO : Epoch 2023 | loss: 0.0311565 | val_loss: 0.031169 | Time: 2184.14 ms
[2022-04-10 21:08:25 main:574] : INFO : Epoch 2024 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 2250.14 ms
[2022-04-10 21:08:27 main:574] : INFO : Epoch 2025 | loss: 0.0311618 | val_loss: 0.031169 | Time: 2259.94 ms
[2022-04-10 21:08:29 main:574] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311663 | Time: 2244.57 ms
[2022-04-10 21:08:32 main:574] : INFO : Epoch 2027 | loss: 0.0311598 | val_loss: 0.03117 | Time: 2209.14 ms
[2022-04-10 21:08:34 main:574] : INFO : Epoch 2028 | loss: 0.0311618 | val_loss: 0.0311669 | Time: 2186.67 ms
[2022-04-10 21:08:36 main:574] : INFO : Epoch 2029 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 2268.13 ms
[2022-04-10 21:08:38 main:574] : INFO : Epoch 2030 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 2297.91 ms
[2022-04-10 21:08:41 main:574] : INFO : Epoch 2031 | loss: 0.031159 | val_loss: 0.0311697 | Time: 2198.24 ms
[2022-04-10 21:08:43 main:574] : INFO : Epoch 2032 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 2231.91 ms
[2022-04-10 21:08:45 main:574] : INFO : Epoch 2033 | loss: 0.0311593 | val_loss: 0.031168 | Time: 2250.63 ms
[2022-04-10 21:08:47 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 2259.95 ms
[2022-04-10 21:08:50 main:574] : INFO : Epoch 2035 | loss: 0.0311607 | val_loss: 0.0311648 | Time: 2241.37 ms
[2022-04-10 21:08:52 main:574] : INFO : Epoch 2036 | loss: 0.0311574 | val_loss: 0.0311688 | Time: 2242.89 ms
[2022-04-10 21:08:54 main:574] : INFO : Epoch 2037 | loss: 0.0311567 | val_loss: 0.0311636 | Time: 2189.11 ms
[2022-04-10 21:08:56 main:574] : INFO : Epoch 2038 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 2238.53 ms
[2022-04-10 21:08:58 main:574] : INFO : Epoch 2039 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 2094.4 ms
[2022-04-10 21:09:01 main:574] : INFO : Epoch 2040 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 2203.52 ms
[2022-04-10 21:09:03 main:574] : INFO : Epoch 2041 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 2285.99 ms
[2022-04-10 21:09:05 main:574] : INFO : Epoch 2042 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2203.31 ms
[2022-04-10 21:09:08 main:574] : INFO : Epoch 2043 | loss: 0.0311537 | val_loss: 0.0311759 | Time: 2707.58 ms
[2022-04-10 21:09:10 main:574] : INFO : Epoch 2044 | loss: 0.0311563 | val_loss: 0.0311647 | Time: 2156.98 ms
[2022-04-10 21:09:12 main:574] : INFO : Epoch 2045 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 2296.7 ms
[2022-04-10 21:09:14 main:574] : INFO : Epoch 2046 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 2136.26 ms
[2022-04-10 21:09:17 main:574] : INFO : Epoch 2047 | loss: 0.0311708 | val_loss: 0.0311688 | Time: 2283.84 ms
[2022-04-10 21:09:19 main:574] : INFO : Epoch 2048 | loss: 0.0311623 | val_loss: 0.0311675 | Time: 2090.05 ms
[2022-04-10 21:09:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311675
[2022-04-10 21:09:19 main:603] : INFO : Saving end state to config to file
[2022-04-10 21:09:19 main:608] : INFO : Success, exiting..
21:09:19 (7704): 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)