Task 12707337
| Name | ParityModified-1645991838-16727-3-0_0 |
| Workunit | 9858417 |
| Created | 7 Mar 2022, 21:30:16 UTC |
| Sent | 11 Mar 2022, 20:14:50 UTC |
| Report deadline | 19 Mar 2022, 20:14:50 UTC |
| Received | 11 Mar 2022, 21:46:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 15 min 23 sec |
| CPU time | 1 hours 15 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 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: 0.0311849 | val_loss: 0.031182 | Time: 2165.17 ms
[2022-03-12 06:27:49 main:574] : INFO : Epoch 1543 | loss: 0.0311842 | val_loss: 0.0311853 | Time: 2173.03 ms
[2022-03-12 06:27:51 main:574] : INFO : Epoch 1544 | loss: 0.0311859 | val_loss: 0.0311836 | Time: 2203.88 ms
[2022-03-12 06:27:54 main:574] : INFO : Epoch 1545 | loss: 0.0311832 | val_loss: 0.0311819 | Time: 2223.55 ms
[2022-03-12 06:27:56 main:574] : INFO : Epoch 1546 | loss: 0.0311827 | val_loss: 0.0311881 | Time: 2229.42 ms
[2022-03-12 06:27:58 main:574] : INFO : Epoch 1547 | loss: 0.031183 | val_loss: 0.0311819 | Time: 2191.48 ms
[2022-03-12 06:28:00 main:574] : INFO : Epoch 1548 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 2182.67 ms
[2022-03-12 06:28:03 main:574] : INFO : Epoch 1549 | loss: 0.0311844 | val_loss: 0.0311837 | Time: 2177.16 ms
[2022-03-12 06:28:05 main:574] : INFO : Epoch 1550 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2162.8 ms
[2022-03-12 06:28:07 main:574] : INFO : Epoch 1551 | loss: 0.0311884 | val_loss: 0.0311851 | Time: 2235.47 ms
[2022-03-12 06:28:09 main:574] : INFO : Epoch 1552 | loss: 0.0311835 | val_loss: 0.0311844 | Time: 2235.29 ms
[2022-03-12 06:28:11 main:574] : INFO : Epoch 1553 | loss: 0.0311824 | val_loss: 0.0311829 | Time: 2177.7 ms
[2022-03-12 06:28:14 main:574] : INFO : Epoch 1554 | loss: 0.031182 | val_loss: 0.0311808 | Time: 2223.73 ms
[2022-03-12 06:28:16 main:574] : INFO : Epoch 1555 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 2181.89 ms
[2022-03-12 06:28:18 main:574] : INFO : Epoch 1556 | loss: 0.0311855 | val_loss: 0.0311823 | Time: 2210.58 ms
[2022-03-12 06:28:20 main:574] : INFO : Epoch 1557 | loss: 0.0311822 | val_loss: 0.031183 | Time: 2209.33 ms
[2022-03-12 06:28:22 main:574] : INFO : Epoch 1558 | loss: 0.0311856 | val_loss: 0.0311822 | Time: 2180.42 ms
[2022-03-12 06:28:25 main:574] : INFO : Epoch 1559 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 2244.37 ms
[2022-03-12 06:28:27 main:574] : INFO : Epoch 1560 | loss: 0.0311805 | val_loss: 0.0311811 | Time: 2303.5 ms
[2022-03-12 06:28:29 main:574] : INFO : Epoch 1561 | loss: 0.0311813 | val_loss: 0.0311803 | Time: 2252.39 ms
[2022-03-12 06:28:31 main:574] : INFO : Epoch 1562 | loss: 0.0311801 | val_loss: 0.031181 | Time: 2189.43 ms
[2022-03-12 06:28:34 main:574] : INFO : Epoch 1563 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 2185.78 ms
[2022-03-12 06:28:36 main:574] : INFO : Epoch 1564 | loss: 0.0311814 | val_loss: 0.0311813 | Time: 2209.91 ms
[2022-03-12 06:28:38 main:574] : INFO : Epoch 1565 | loss: 0.0311813 | val_loss: 0.0311825 | Time: 2213.29 ms
[2022-03-12 06:28:40 main:574] : INFO : Epoch 1566 | loss: 0.031182 | val_loss: 0.0311814 | Time: 2223.76 ms
[2022-03-12 06:28:42 main:574] : INFO : Epoch 1567 | loss: 0.0311848 | val_loss: 0.0311796 | Time: 2198.3 ms
[2022-03-12 06:28:45 main:574] : INFO : Epoch 1568 | loss: 0.0311836 | val_loss: 0.031185 | Time: 2260.83 ms
[2022-03-12 06:28:47 main:574] : INFO : Epoch 1569 | loss: 0.031186 | val_loss: 0.031179 | Time: 2252.43 ms
[2022-03-12 06:28:49 main:574] : INFO : Epoch 1570 | loss: 0.0311827 | val_loss: 0.0311805 | Time: 2259.19 ms
[2022-03-12 06:28:52 main:574] : INFO : Epoch 1571 | loss: 0.0311798 | val_loss: 0.0311795 | Time: 2251.23 ms
[2022-03-12 06:28:54 main:574] : INFO : Epoch 1572 | loss: 0.031179 | val_loss: 0.0311785 | Time: 2164.39 ms
[2022-03-12 06:28:56 main:574] : INFO : Epoch 1573 | loss: 0.0311823 | val_loss: 0.03118 | Time: 2199.9 ms
[2022-03-12 06:28:58 main:574] : INFO : Epoch 1574 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 2209.63 ms
[2022-03-12 06:29:00 main:574] : INFO : Epoch 1575 | loss: 0.031181 | val_loss: 0.0311789 | Time: 2266.74 ms
[2022-03-12 06:29:03 main:574] : INFO : Epoch 1576 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 2164.59 ms
[2022-03-12 06:29:05 main:574] : INFO : Epoch 1577 | loss: 0.0311787 | val_loss: 0.0311792 | Time: 2316.62 ms
[2022-03-12 06:29:07 main:574] : INFO : Epoch 1578 | loss: 0.0311787 | val_loss: 0.0311797 | Time: 2243.23 ms
[2022-03-12 06:29:09 main:574] : INFO : Epoch 1579 | loss: 0.0311788 | val_loss: 0.0311816 | Time: 2194.57 ms
[2022-03-12 06:29:12 main:574] : INFO : Epoch 1580 | loss: 0.0311812 | val_loss: 0.031187 | Time: 2267.82 ms
[2022-03-12 06:29:14 main:574] : INFO : Epoch 1581 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 2236.76 ms
[2022-03-12 06:29:16 main:574] : INFO : Epoch 1582 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 2205.78 ms
[2022-03-12 06:29:18 main:574] : INFO : Epoch 1583 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 2250.56 ms
[2022-03-12 06:29:20 main:574] : INFO : Epoch 1584 | loss: 0.0311782 | val_loss: 0.0311811 | Time: 2184.92 ms
[2022-03-12 06:29:23 main:574] : INFO : Epoch 1585 | loss: 0.0311866 | val_loss: 0.0312107 | Time: 2239.26 ms
[2022-03-12 06:29:25 main:574] : INFO : Epoch 1586 | loss: 0.0311919 | val_loss: 0.0311853 | Time: 2242.65 ms
[2022-03-12 06:29:27 main:574] : INFO : Epoch 1587 | loss: 0.0311814 | val_loss: 0.0311783 | Time: 2229.73 ms
[2022-03-12 06:29:29 main:574] : INFO : Epoch 1588 | loss: 0.0311778 | val_loss: 0.031179 | Time: 2199.46 ms
[2022-03-12 06:29:32 main:574] : INFO : Epoch 1589 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2196.73 ms
[2022-03-12 06:29:34 main:574] : INFO : Epoch 1590 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 2178.81 ms
[2022-03-12 06:29:36 main:574] : INFO : Epoch 1591 | loss: 0.0311848 | val_loss: 0.0311891 | Time: 2213.78 ms
[2022-03-12 06:29:38 main:574] : INFO : Epoch 1592 | loss: 0.0311839 | val_loss: 0.0311832 | Time: 2272.66 ms
[2022-03-12 06:29:41 main:574] : INFO : Epoch 1593 | loss: 0.031183 | val_loss: 0.0311852 | Time: 2287.2 ms
[2022-03-12 06:29:43 main:574] : INFO : Epoch 1594 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 2248.04 ms
[2022-03-12 06:29:45 main:574] : INFO : Epoch 1595 | loss: 0.0311821 | val_loss: 0.0311823 | Time: 2271.83 ms
[2022-03-12 06:29:47 main:574] : INFO : Epoch 1596 | loss: 0.0311806 | val_loss: 0.0311815 | Time: 2219.38 ms
[2022-03-12 06:29:50 main:574] : INFO : Epoch 1597 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 2262.25 ms
[2022-03-12 06:29:52 main:574] : INFO : Epoch 1598 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2180.88 ms
[2022-03-12 06:29:54 main:574] : INFO : Epoch 1599 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2244.51 ms
[2022-03-12 06:29:56 main:574] : INFO : Epoch 1600 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 2206.3 ms
[2022-03-12 06:29:59 main:574] : INFO : Epoch 1601 | loss: 0.0311816 | val_loss: 0.0311825 | Time: 2270.93 ms
[2022-03-12 06:30:01 main:574] : INFO : Epoch 1602 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 2160.78 ms
[2022-03-12 06:30:03 main:574] : INFO : Epoch 1603 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 2269.51 ms
[2022-03-12 06:30:05 main:574] : INFO : Epoch 1604 | loss: 0.0311809 | val_loss: 0.0311866 | Time: 2191.61 ms
[2022-03-12 06:30:07 main:574] : INFO : Epoch 1605 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 2218.66 ms
[2022-03-12 06:30:10 main:574] : INFO : Epoch 1606 | loss: 0.0311824 | val_loss: 0.0311814 | Time: 2246.84 ms
[2022-03-12 06:30:12 main:574] : INFO : Epoch 1607 | loss: 0.0311781 | val_loss: 0.0311798 | Time: 2175.38 ms
[2022-03-12 06:30:14 main:574] : INFO : Epoch 1608 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 2147.09 ms
[2022-03-12 06:30:16 main:574] : INFO : Epoch 1609 | loss: 0.0311844 | val_loss: 0.0311901 | Time: 2233.37 ms
[2022-03-12 06:30:18 main:574] : INFO : Epoch 1610 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2225.88 ms
[2022-03-12 06:30:21 main:574] : INFO : Epoch 1611 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2155.52 ms
[2022-03-12 06:30:23 main:574] : INFO : Epoch 1612 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 2235.22 ms
[2022-03-12 06:30:25 main:574] : INFO : Epoch 1613 | loss: 0.0311799 | val_loss: 0.0311811 | Time: 2231.72 ms
[2022-03-12 06:30:27 main:574] : INFO : Epoch 1614 | loss: 0.0311767 | val_loss: 0.0311827 | Time: 2250.2 ms
[2022-03-12 06:30:30 main:574] : INFO : Epoch 1615 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2307.77 ms
[2022-03-12 06:30:32 main:574] : INFO : Epoch 1616 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 2275.26 ms
[2022-03-12 06:30:34 main:574] : INFO : Epoch 1617 | loss: 0.0311774 | val_loss: 0.0311964 | Time: 2244.39 ms
[2022-03-12 06:30:36 main:574] : INFO : Epoch 1618 | loss: 0.031182 | val_loss: 0.0311888 | Time: 2202.1 ms
[2022-03-12 06:30:39 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311813 | Time: 2181.7 ms
[2022-03-12 06:30:41 main:574] : INFO : Epoch 1620 | loss: 0.0311765 | val_loss: 0.031181 | Time: 2269.74 ms
[2022-03-12 06:30:43 main:574] : INFO : Epoch 1621 | loss: 0.0311751 | val_loss: 0.0311803 | Time: 2191.16 ms
[2022-03-12 06:30:45 main:574] : INFO : Epoch 1622 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2241.27 ms
[2022-03-12 06:30:48 main:574] : INFO : Epoch 1623 | loss: 0.0311768 | val_loss: 0.0311819 | Time: 2258.69 ms
[2022-03-12 06:30:50 main:574] : INFO : Epoch 1624 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 2258.65 ms
[2022-03-12 06:30:52 main:574] : INFO : Epoch 1625 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 2253.39 ms
[2022-03-12 06:30:54 main:574] : INFO : Epoch 1626 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2176.76 ms
[2022-03-12 06:30:57 main:574] : INFO : Epoch 1627 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 2219.03 ms
[2022-03-12 06:30:59 main:574] : INFO : Epoch 1628 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 2277.7 ms
[2022-03-12 06:31:01 main:574] : INFO : Epoch 1629 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 2202.38 ms
[2022-03-12 06:31:03 main:574] : INFO : Epoch 1630 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 2183.62 ms
[2022-03-12 06:31:05 main:574] : INFO : Epoch 1631 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2187.92 ms
[2022-03-12 06:31:08 main:574] : INFO : Epoch 1632 | loss: 0.0311769 | val_loss: 0.031183 | Time: 2270.31 ms
[2022-03-12 06:31:10 main:574] : INFO : Epoch 1633 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 2250.81 ms
[2022-03-12 06:31:12 main:574] : INFO : Epoch 1634 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2251.06 ms
[2022-03-12 06:31:14 main:574] : INFO : Epoch 1635 | loss: 0.0311785 | val_loss: 0.0311784 | Time: 2241.4 ms
[2022-03-12 06:31:17 main:574] : INFO : Epoch 1636 | loss: 0.0311762 | val_loss: 0.0311793 | Time: 2241.06 ms
[2022-03-12 06:31:19 main:574] : INFO : Epoch 1637 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2179.12 ms
[2022-03-12 06:31:21 main:574] : INFO : Epoch 1638 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 2170.65 ms
[2022-03-12 06:31:23 main:574] : INFO : Epoch 1639 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 2188.22 ms
[2022-03-12 06:31:25 main:574] : INFO : Epoch 1640 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 2204.29 ms
[2022-03-12 06:31:28 main:574] : INFO : Epoch 1641 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 2220.37 ms
[2022-03-12 06:31:30 main:574] : INFO : Epoch 1642 | loss: 0.0311752 | val_loss: 0.0311842 | Time: 2213.53 ms
[2022-03-12 06:31:32 main:574] : INFO : Epoch 1643 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 2314.52 ms
[2022-03-12 06:31:34 main:574] : INFO : Epoch 1644 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 2244.65 ms
[2022-03-12 06:31:37 main:574] : INFO : Epoch 1645 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 2246.18 ms
[2022-03-12 06:31:39 main:574] : INFO : Epoch 1646 | loss: 0.0311734 | val_loss: 0.0311781 | Time: 2214.18 ms
[2022-03-12 06:31:41 main:574] : INFO : Epoch 1647 | loss: 0.0311735 | val_loss: 0.0311807 | Time: 2184.67 ms
[2022-03-12 06:31:43 main:574] : INFO : Epoch 1648 | loss: 0.031174 | val_loss: 0.0311796 | Time: 2178.22 ms
[2022-03-12 06:31:46 main:574] : INFO : Epoch 1649 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 2255.55 ms
[2022-03-12 06:31:48 main:574] : INFO : Epoch 1650 | loss: 0.0311737 | val_loss: 0.0311894 | Time: 2246.17 ms
[2022-03-12 06:31:50 main:574] : INFO : Epoch 1651 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 2229.18 ms
[2022-03-12 06:31:52 main:574] : INFO : Epoch 1652 | loss: 0.0311772 | val_loss: 0.0311839 | Time: 2195.29 ms
[2022-03-12 06:31:54 main:574] : INFO : Epoch 1653 | loss: 0.0311729 | val_loss: 0.0311793 | Time: 2257.5 ms
[2022-03-12 06:31:57 main:574] : INFO : Epoch 1654 | loss: 0.0311763 | val_loss: 0.0311791 | Time: 2178.44 ms
[2022-03-12 06:31:59 main:574] : INFO : Epoch 1655 | loss: 0.0311812 | val_loss: 0.0311799 | Time: 2192.09 ms
[2022-03-12 06:32:01 main:574] : INFO : Epoch 1656 | loss: 0.0311792 | val_loss: 0.0311807 | Time: 2224.19 ms
[2022-03-12 06:32:03 main:574] : INFO : Epoch 1657 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 2232.9 ms
[2022-03-12 06:32:06 main:574] : INFO : Epoch 1658 | loss: 0.0311777 | val_loss: 0.0311806 | Time: 2248.8 ms
[2022-03-12 06:32:08 main:574] : INFO : Epoch 1659 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 2247.2 ms
[2022-03-12 06:32:10 main:574] : INFO : Epoch 1660 | loss: 0.0311764 | val_loss: 0.031181 | Time: 2231.21 ms
[2022-03-12 06:32:12 main:574] : INFO : Epoch 1661 | loss: 0.0311754 | val_loss: 0.03118 | Time: 2233.21 ms
[2022-03-12 06:32:15 main:574] : INFO : Epoch 1662 | loss: 0.0311739 | val_loss: 0.0311875 | Time: 2212.9 ms
[2022-03-12 06:32:17 main:574] : INFO : Epoch 1663 | loss: 0.0311775 | val_loss: 0.0311855 | Time: 2163.62 ms
[2022-03-12 06:32:19 main:574] : INFO : Epoch 1664 | loss: 0.0311747 | val_loss: 0.0311777 | Time: 2175.19 ms
[2022-03-12 06:32:21 main:574] : INFO : Epoch 1665 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2201.25 ms
[2022-03-12 06:32:23 main:574] : INFO : Epoch 1666 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 2205.61 ms
[2022-03-12 06:32:25 main:574] : INFO : Epoch 1667 | loss: 0.031172 | val_loss: 0.0311776 | Time: 2156.22 ms
[2022-03-12 06:32:28 main:574] : INFO : Epoch 1668 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 2218.54 ms
[2022-03-12 06:32:30 main:574] : INFO : Epoch 1669 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2220.12 ms
[2022-03-12 06:32:32 main:574] : INFO : Epoch 1670 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 2170.45 ms
[2022-03-12 06:32:34 main:574] : INFO : Epoch 1671 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 2315.06 ms
[2022-03-12 06:32:37 main:574] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 2213.21 ms
[2022-03-12 06:32:39 main:574] : INFO : Epoch 1673 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 2204.28 ms
[2022-03-12 06:32:41 main:574] : INFO : Epoch 1674 | loss: 0.0311776 | val_loss: 0.0311917 | Time: 2168.01 ms
[2022-03-12 06:32:43 main:574] : INFO : Epoch 1675 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 2213.02 ms
[2022-03-12 06:32:45 main:574] : INFO : Epoch 1676 | loss: 0.0311746 | val_loss: 0.0311821 | Time: 2234.81 ms
[2022-03-12 06:32:48 main:574] : INFO : Epoch 1677 | loss: 0.0311742 | val_loss: 0.0311848 | Time: 2222.51 ms
[2022-03-12 06:32:50 main:574] : INFO : Epoch 1678 | loss: 0.031178 | val_loss: 0.0311809 | Time: 2230.65 ms
[2022-03-12 06:32:52 main:574] : INFO : Epoch 1679 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 2167.17 ms
[2022-03-12 06:32:54 main:574] : INFO : Epoch 1680 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 2243.14 ms
[2022-03-12 06:32:57 main:574] : INFO : Epoch 1681 | loss: 0.031174 | val_loss: 0.0311783 | Time: 2282.48 ms
[2022-03-12 06:32:59 main:574] : INFO : Epoch 1682 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2274.82 ms
[2022-03-12 06:33:01 main:574] : INFO : Epoch 1683 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 2199.83 ms
[2022-03-12 06:33:03 main:574] : INFO : Epoch 1684 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 2206.61 ms
[2022-03-12 06:33:06 main:574] : INFO : Epoch 1685 | loss: 0.0311793 | val_loss: 0.0311846 | Time: 2171.4 ms
[2022-03-12 06:33:08 main:574] : INFO : Epoch 1686 | loss: 0.0311948 | val_loss: 0.0312002 | Time: 2182.2 ms
[2022-03-12 06:33:10 main:574] : INFO : Epoch 1687 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 2248.57 ms
[2022-03-12 06:33:12 main:574] : INFO : Epoch 1688 | loss: 0.0311988 | val_loss: 0.0311987 | Time: 2122.5 ms
[2022-03-12 06:33:14 main:574] : INFO : Epoch 1689 | loss: 0.0311996 | val_loss: 0.0311993 | Time: 2191.03 ms
[2022-03-12 06:33:17 main:574] : INFO : Epoch 1690 | loss: 0.0311956 | val_loss: 0.0311982 | Time: 2205.49 ms
[2022-03-12 06:33:19 main:574] : INFO : Epoch 1691 | loss: 0.0311967 | val_loss: 0.0311931 | Time: 2238.5 ms
[2022-03-12 06:33:21 main:574] : INFO : Epoch 1692 | loss: 0.0311963 | val_loss: 0.031195 | Time: 2184.02 ms
[2022-03-12 06:33:23 main:574] : INFO : Epoch 1693 | loss: 0.0311949 | val_loss: 0.0311914 | Time: 2239.42 ms
[2022-03-12 06:33:25 main:574] : INFO : Epoch 1694 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 2276.91 ms
[2022-03-12 06:33:28 main:574] : INFO : Epoch 1695 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2155.09 ms
[2022-03-12 06:33:30 main:574] : INFO : Epoch 1696 | loss: 0.0311919 | val_loss: 0.031195 | Time: 2257.58 ms
[2022-03-12 06:33:32 main:574] : INFO : Epoch 1697 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 2210.06 ms
[2022-03-12 06:33:34 main:574] : INFO : Epoch 1698 | loss: 0.031194 | val_loss: 0.0311933 | Time: 2246.75 ms
[2022-03-12 06:33:37 main:574] : INFO : Epoch 1699 | loss: 0.0311906 | val_loss: 0.031192 | Time: 2287.94 ms
[2022-03-12 06:33:39 main:574] : INFO : Epoch 1700 | loss: 0.0311901 | val_loss: 0.031192 | Time: 2261.12 ms
[2022-03-12 06:33:41 main:574] : INFO : Epoch 1701 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 2253.25 ms
[2022-03-12 06:33:43 main:574] : INFO : Epoch 1702 | loss: 0.0311903 | val_loss: 0.0311905 | Time: 2235.88 ms
[2022-03-12 06:33:46 main:574] : INFO : Epoch 1703 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 2234.74 ms
[2022-03-12 06:33:48 main:574] : INFO : Epoch 1704 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 2186.15 ms
[2022-03-12 06:33:50 main:574] : INFO : Epoch 1705 | loss: 0.031191 | val_loss: 0.0311894 | Time: 2237.39 ms
[2022-03-12 06:33:52 main:574] : INFO : Epoch 1706 | loss: 0.0311908 | val_loss: 0.0311891 | Time: 2197.43 ms
[2022-03-12 06:33:55 main:574] : INFO : Epoch 1707 | loss: 0.0311921 | val_loss: 0.0311953 | Time: 2213.48 ms
[2022-03-12 06:33:57 main:574] : INFO : Epoch 1708 | loss: 0.0311918 | val_loss: 0.0311888 | Time: 2217.21 ms
[2022-03-12 06:33:59 main:574] : INFO : Epoch 1709 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 2227.82 ms
[2022-03-12 06:34:01 main:574] : INFO : Epoch 1710 | loss: 0.0311898 | val_loss: 0.0311893 | Time: 2252.96 ms
[2022-03-12 06:34:03 main:574] : INFO : Epoch 1711 | loss: 0.0311914 | val_loss: 0.0311917 | Time: 2182.7 ms
[2022-03-12 06:34:06 main:574] : INFO : Epoch 1712 | loss: 0.0311933 | val_loss: 0.0311908 | Time: 2234.33 ms
[2022-03-12 06:34:08 main:574] : INFO : Epoch 1713 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 2235.42 ms
[2022-03-12 06:34:10 main:574] : INFO : Epoch 1714 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 2185.44 ms
[2022-03-12 06:34:12 main:574] : INFO : Epoch 1715 | loss: 0.0311881 | val_loss: 0.0311885 | Time: 2177.83 ms
[2022-03-12 06:34:15 main:574] : INFO : Epoch 1716 | loss: 0.031188 | val_loss: 0.0311909 | Time: 2224.34 ms
[2022-03-12 06:34:17 main:574] : INFO : Epoch 1717 | loss: 0.0311887 | val_loss: 0.0311874 | Time: 2209.17 ms
[2022-03-12 06:34:19 main:574] : INFO : Epoch 1718 | loss: 0.0311877 | val_loss: 0.031188 | Time: 2204.43 ms
[2022-03-12 06:34:21 main:574] : INFO : Epoch 1719 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2274.45 ms
[2022-03-12 06:34:23 main:574] : INFO : Epoch 1720 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 2220.96 ms
[2022-03-12 06:34:26 main:574] : INFO : Epoch 1721 | loss: 0.0311915 | val_loss: 0.0311903 | Time: 2169.76 ms
[2022-03-12 06:34:28 main:574] : INFO : Epoch 1722 | loss: 0.0311889 | val_loss: 0.0311864 | Time: 2192.99 ms
[2022-03-12 06:34:30 main:574] : INFO : Epoch 1723 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 2177.38 ms
[2022-03-12 06:34:32 main:574] : INFO : Epoch 1724 | loss: 0.0311908 | val_loss: 0.0311886 | Time: 2180.64 ms
[2022-03-12 06:34:34 main:574] : INFO : Epoch 1725 | loss: 0.0311884 | val_loss: 0.0311861 | Time: 2239.95 ms
[2022-03-12 06:34:37 main:574] : INFO : Epoch 1726 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 2172.18 ms
[2022-03-12 06:34:39 main:574] : INFO : Epoch 1727 | loss: 0.0311871 | val_loss: 0.0311855 | Time: 2221.49 ms
[2022-03-12 06:34:41 main:574] : INFO : Epoch 1728 | loss: 0.0311873 | val_loss: 0.0311852 | Time: 2208.99 ms
[2022-03-12 06:34:43 main:574] : INFO : Epoch 1729 | loss: 0.0311869 | val_loss: 0.0311858 | Time: 2258.09 ms
[2022-03-12 06:34:46 main:574] : INFO : Epoch 1730 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 2224.12 ms
[2022-03-12 06:34:48 main:574] : INFO : Epoch 1731 | loss: 0.0311888 | val_loss: 0.0311873 | Time: 2241.68 ms
[2022-03-12 06:34:50 main:574] : INFO : Epoch 1732 | loss: 0.0311874 | val_loss: 0.0311875 | Time: 2256.66 ms
[2022-03-12 06:34:52 main:574] : INFO : Epoch 1733 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 2188.86 ms
[2022-03-12 06:34:55 main:574] : INFO : Epoch 1734 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 2244.27 ms
[2022-03-12 06:34:57 main:574] : INFO : Epoch 1735 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 2180.68 ms
[2022-03-12 06:34:59 main:574] : INFO : Epoch 1736 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 2184.22 ms
[2022-03-12 06:35:01 main:574] : INFO : Epoch 1737 | loss: 0.0311884 | val_loss: 0.0311859 | Time: 2223.55 ms
[2022-03-12 06:35:03 main:574] : INFO : Epoch 1738 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 2302.09 ms
[2022-03-12 06:35:06 main:574] : INFO : Epoch 1739 | loss: 0.031188 | val_loss: 0.0311873 | Time: 2205.84 ms
[2022-03-12 06:35:08 main:574] : INFO : Epoch 1740 | loss: 0.0311881 | val_loss: 0.0311866 | Time: 2188.23 ms
[2022-03-12 06:35:10 main:574] : INFO : Epoch 1741 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 2197.45 ms
[2022-03-12 06:35:12 main:574] : INFO : Epoch 1742 | loss: 0.0311864 | val_loss: 0.0311861 | Time: 2243.37 ms
[2022-03-12 06:35:15 main:574] : INFO : Epoch 1743 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 2238.66 ms
[2022-03-12 06:35:17 main:574] : INFO : Epoch 1744 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2178.37 ms
[2022-03-12 06:35:19 main:574] : INFO : Epoch 1745 | loss: 0.031187 | val_loss: 0.0311874 | Time: 2238.45 ms
[2022-03-12 06:35:21 main:574] : INFO : Epoch 1746 | loss: 0.0311898 | val_loss: 0.0311932 | Time: 2171.89 ms
[2022-03-12 06:35:23 main:574] : INFO : Epoch 1747 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 2219.38 ms
[2022-03-12 06:35:26 main:574] : INFO : Epoch 1748 | loss: 0.0311923 | val_loss: 0.0311883 | Time: 2260.02 ms
[2022-03-12 06:35:28 main:574] : INFO : Epoch 1749 | loss: 0.0311914 | val_loss: 0.0311899 | Time: 2273.7 ms
[2022-03-12 06:35:30 main:574] : INFO : Epoch 1750 | loss: 0.031188 | val_loss: 0.0311882 | Time: 2220.15 ms
[2022-03-12 06:35:32 main:574] : INFO : Epoch 1751 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 2238.8 ms
[2022-03-12 06:35:35 main:574] : INFO : Epoch 1752 | loss: 0.0311872 | val_loss: 0.0311877 | Time: 2259.61 ms
[2022-03-12 06:35:37 main:574] : INFO : Epoch 1753 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 2167.1 ms
[2022-03-12 06:35:39 main:574] : INFO : Epoch 1754 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 2174.21 ms
[2022-03-12 06:35:41 main:574] : INFO : Epoch 1755 | loss: 0.0311861 | val_loss: 0.031192 | Time: 2248.57 ms
[2022-03-12 06:35:44 main:574] : INFO : Epoch 1756 | loss: 0.0311869 | val_loss: 0.0311872 | Time: 2287.08 ms
[2022-03-12 06:35:46 main:574] : INFO : Epoch 1757 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 2242.06 ms
[2022-03-12 06:35:48 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.0311842 | Time: 2268.57 ms
[2022-03-12 06:35:50 main:574] : INFO : Epoch 1759 | loss: 0.0311903 | val_loss: 0.0311936 | Time: 2263.53 ms
[2022-03-12 06:35:53 main:574] : INFO : Epoch 1760 | loss: 0.0311894 | val_loss: 0.0311872 | Time: 2200.66 ms
[2022-03-12 06:35:55 main:574] : INFO : Epoch 1761 | loss: 0.0311882 | val_loss: 0.031186 | Time: 2242.4 ms
[2022-03-12 06:35:57 main:574] : INFO : Epoch 1762 | loss: 0.0311916 | val_loss: 0.0311906 | Time: 2247.88 ms
[2022-03-12 06:35:59 main:574] : INFO : Epoch 1763 | loss: 0.0311878 | val_loss: 0.0311867 | Time: 2247.27 ms
[2022-03-12 06:36:02 main:574] : INFO : Epoch 1764 | loss: 0.0311864 | val_loss: 0.0311846 | Time: 2256.18 ms
[2022-03-12 06:36:04 main:574] : INFO : Epoch 1765 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 2335 ms
[2022-03-12 06:36:06 main:574] : INFO : Epoch 1766 | loss: 0.0311877 | val_loss: 0.0311855 | Time: 2195.72 ms
[2022-03-12 06:36:08 main:574] : INFO : Epoch 1767 | loss: 0.0311859 | val_loss: 0.0311839 | Time: 2187.02 ms
[2022-03-12 06:36:10 main:574] : INFO : Epoch 1768 | loss: 0.0311857 | val_loss: 0.031183 | Time: 2227.83 ms
[2022-03-12 06:36:13 main:574] : INFO : Epoch 1769 | loss: 0.0311866 | val_loss: 0.0311837 | Time: 2158.98 ms
[2022-03-12 06:36:15 main:574] : INFO : Epoch 1770 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 2174.22 ms
[2022-03-12 06:36:17 main:574] : INFO : Epoch 1771 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2239.4 ms
[2022-03-12 06:36:19 main:574] : INFO : Epoch 1772 | loss: 0.0311895 | val_loss: 0.0311909 | Time: 2230.51 ms
[2022-03-12 06:36:22 main:574] : INFO : Epoch 1773 | loss: 0.0311889 | val_loss: 0.0311958 | Time: 2235.53 ms
[2022-03-12 06:36:24 main:574] : INFO : Epoch 1774 | loss: 0.0311891 | val_loss: 0.0311898 | Time: 2279.56 ms
[2022-03-12 06:36:26 main:574] : INFO : Epoch 1775 | loss: 0.031185 | val_loss: 0.031185 | Time: 2308.88 ms
[2022-03-12 06:36:28 main:574] : INFO : Epoch 1776 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 2222.01 ms
[2022-03-12 06:36:31 main:574] : INFO : Epoch 1777 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 2229.79 ms
[2022-03-12 06:36:33 main:574] : INFO : Epoch 1778 | loss: 0.0311874 | val_loss: 0.0311846 | Time: 2195.07 ms
[2022-03-12 06:36:35 main:574] : INFO : Epoch 1779 | loss: 0.0311858 | val_loss: 0.0311827 | Time: 2202.8 ms
[2022-03-12 06:36:37 main:574] : INFO : Epoch 1780 | loss: 0.0311842 | val_loss: 0.0311835 | Time: 2237.71 ms
[2022-03-12 06:36:40 main:574] : INFO : Epoch 1781 | loss: 0.031184 | val_loss: 0.0311828 | Time: 2228.64 ms
[2022-03-12 06:36:42 main:574] : INFO : Epoch 1782 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 2212.29 ms
[2022-03-12 06:36:44 main:574] : INFO : Epoch 1783 | loss: 0.0311862 | val_loss: 0.031186 | Time: 2206.63 ms
[2022-03-12 06:36:46 main:574] : INFO : Epoch 1784 | loss: 0.0311837 | val_loss: 0.0311821 | Time: 2245.44 ms
[2022-03-12 06:36:48 main:574] : INFO : Epoch 1785 | loss: 0.0311839 | val_loss: 0.0311838 | Time: 2262.1 ms
[2022-03-12 06:36:51 main:574] : INFO : Epoch 1786 | loss: 0.0311847 | val_loss: 0.0311832 | Time: 2257.74 ms
[2022-03-12 06:36:53 main:574] : INFO : Epoch 1787 | loss: 0.0311839 | val_loss: 0.0311828 | Time: 2192.19 ms
[2022-03-12 06:36:55 main:574] : INFO : Epoch 1788 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2203.14 ms
[2022-03-12 06:36:57 main:574] : INFO : Epoch 1789 | loss: 0.0311867 | val_loss: 0.0311876 | Time: 2235.34 ms
[2022-03-12 06:37:00 main:574] : INFO : Epoch 1790 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 2254.04 ms
[2022-03-12 06:37:02 main:574] : INFO : Epoch 1791 | loss: 0.0311818 | val_loss: 0.0311818 | Time: 2217.66 ms
[2022-03-12 06:37:04 main:574] : INFO : Epoch 1792 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 2207.59 ms
[2022-03-12 06:37:06 main:574] : INFO : Epoch 1793 | loss: 0.0311849 | val_loss: 0.0311822 | Time: 2325.99 ms
[2022-03-12 06:37:09 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311815 | Time: 2222.37 ms
[2022-03-12 06:37:11 main:574] : INFO : Epoch 1795 | loss: 0.031181 | val_loss: 0.0311825 | Time: 2228.95 ms
[2022-03-12 06:37:13 main:574] : INFO : Epoch 1796 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 2222.51 ms
[2022-03-12 06:37:15 main:574] : INFO : Epoch 1797 | loss: 0.0311861 | val_loss: 0.0311869 | Time: 2203.04 ms
[2022-03-12 06:37:18 main:574] : INFO : Epoch 1798 | loss: 0.0311879 | val_loss: 0.0311862 | Time: 2222.96 ms
[2022-03-12 06:37:20 main:574] : INFO : Epoch 1799 | loss: 0.0311858 | val_loss: 0.0311846 | Time: 2259.63 ms
[2022-03-12 06:37:22 main:574] : INFO : Epoch 1800 | loss: 0.0311886 | val_loss: 0.0311847 | Time: 2207.49 ms
[2022-03-12 06:37:24 main:574] : INFO : Epoch 1801 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 2270.85 ms
[2022-03-12 06:37:26 main:574] : INFO : Epoch 1802 | loss: 0.0311833 | val_loss: 0.031186 | Time: 2203.6 ms
[2022-03-12 06:37:29 main:574] : INFO : Epoch 1803 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 2176.07 ms
[2022-03-12 06:37:31 main:574] : INFO : Epoch 1804 | loss: 0.0311822 | val_loss: 0.0311912 | Time: 2221.69 ms
[2022-03-12 06:37:33 main:574] : INFO : Epoch 1805 | loss: 0.0311833 | val_loss: 0.0311853 | Time: 2241.51 ms
[2022-03-12 06:37:35 main:574] : INFO : Epoch 1806 | loss: 0.0311825 | val_loss: 0.031185 | Time: 2244.19 ms
[2022-03-12 06:37:38 main:574] : INFO : Epoch 1807 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 2181.88 ms
[2022-03-12 06:37:40 main:574] : INFO : Epoch 1808 | loss: 0.031188 | val_loss: 0.031186 | Time: 2191.99 ms
[2022-03-12 06:37:42 main:574] : INFO : Epoch 1809 | loss: 0.0311872 | val_loss: 0.0311856 | Time: 2233.68 ms
[2022-03-12 06:37:44 main:574] : INFO : Epoch 1810 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 2272.11 ms
[2022-03-12 06:37:47 main:574] : INFO : Epoch 1811 | loss: 0.031185 | val_loss: 0.0311831 | Time: 2293.43 ms
[2022-03-12 06:37:49 main:574] : INFO : Epoch 1812 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2283.78 ms
[2022-03-12 06:37:51 main:574] : INFO : Epoch 1813 | loss: 0.0311861 | val_loss: 0.0311833 | Time: 2234.4 ms
[2022-03-12 06:37:53 main:574] : INFO : Epoch 1814 | loss: 0.0311851 | val_loss: 0.031184 | Time: 2210.51 ms
[2022-03-12 06:37:56 main:574] : INFO : Epoch 1815 | loss: 0.0311852 | val_loss: 0.0311839 | Time: 2209.11 ms
[2022-03-12 06:37:58 main:574] : INFO : Epoch 1816 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 2244.05 ms
[2022-03-12 06:38:00 main:574] : INFO : Epoch 1817 | loss: 0.0311823 | val_loss: 0.031185 | Time: 2265.78 ms
[2022-03-12 06:38:02 main:574] : INFO : Epoch 1818 | loss: 0.031183 | val_loss: 0.031188 | Time: 2296.55 ms
[2022-03-12 06:38:05 main:574] : INFO : Epoch 1819 | loss: 0.0311837 | val_loss: 0.0311858 | Time: 2268.49 ms
[2022-03-12 06:38:07 main:574] : INFO : Epoch 1820 | loss: 0.0311868 | val_loss: 0.0311872 | Time: 2274.26 ms
[2022-03-12 06:38:09 main:574] : INFO : Epoch 1821 | loss: 0.0311849 | val_loss: 0.031185 | Time: 2214.48 ms
[2022-03-12 06:38:11 main:574] : INFO : Epoch 1822 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2183.34 ms
[2022-03-12 06:38:14 main:574] : INFO : Epoch 1823 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2219.89 ms
[2022-03-12 06:38:16 main:574] : INFO : Epoch 1824 | loss: 0.0311838 | val_loss: 0.0311838 | Time: 2216.86 ms
[2022-03-12 06:38:18 main:574] : INFO : Epoch 1825 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 2227.14 ms
[2022-03-12 06:38:20 main:574] : INFO : Epoch 1826 | loss: 0.0311843 | val_loss: 0.0311869 | Time: 2245.59 ms
[2022-03-12 06:38:23 main:574] : INFO : Epoch 1827 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 2246.53 ms
[2022-03-12 06:38:25 main:574] : INFO : Epoch 1828 | loss: 0.0311844 | val_loss: 0.0311839 | Time: 2239.87 ms
[2022-03-12 06:38:27 main:574] : INFO : Epoch 1829 | loss: 0.0311859 | val_loss: 0.031183 | Time: 2204.18 ms
[2022-03-12 06:38:29 main:574] : INFO : Epoch 1830 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 2231.01 ms
[2022-03-12 06:38:31 main:574] : INFO : Epoch 1831 | loss: 0.0311908 | val_loss: 0.0311821 | Time: 2224.8 ms
[2022-03-12 06:38:34 main:574] : INFO : Epoch 1832 | loss: 0.0311861 | val_loss: 0.0311949 | Time: 2233.09 ms
[2022-03-12 06:38:36 main:574] : INFO : Epoch 1833 | loss: 0.031188 | val_loss: 0.0311845 | Time: 2221.65 ms
[2022-03-12 06:38:38 main:574] : INFO : Epoch 1834 | loss: 0.0311845 | val_loss: 0.0311831 | Time: 2232.68 ms
[2022-03-12 06:38:40 main:574] : INFO : Epoch 1835 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 2223.19 ms
[2022-03-12 06:38:43 main:574] : INFO : Epoch 1836 | loss: 0.0311862 | val_loss: 0.0311843 | Time: 2286.99 ms
[2022-03-12 06:38:45 main:574] : INFO : Epoch 1837 | loss: 0.0311885 | val_loss: 0.0311854 | Time: 2260.47 ms
[2022-03-12 06:38:47 main:574] : INFO : Epoch 1838 | loss: 0.0311865 | val_loss: 0.0311922 | Time: 2266.3 ms
[2022-03-12 06:38:49 main:574] : INFO : Epoch 1839 | loss: 0.0311887 | val_loss: 0.031187 | Time: 2232.23 ms
[2022-03-12 06:38:52 main:574] : INFO : Epoch 1840 | loss: 0.031187 | val_loss: 0.0311834 | Time: 2254.01 ms
[2022-03-12 06:38:54 main:574] : INFO : Epoch 1841 | loss: 0.0311871 | val_loss: 0.0311918 | Time: 2226.62 ms
[2022-03-12 06:38:56 main:574] : INFO : Epoch 1842 | loss: 0.0311894 | val_loss: 0.0311874 | Time: 2228.13 ms
[2022-03-12 06:38:58 main:574] : INFO : Epoch 1843 | loss: 0.0311888 | val_loss: 0.0311917 | Time: 2203.15 ms
[2022-03-12 06:39:01 main:574] : INFO : Epoch 1844 | loss: 0.0311891 | val_loss: 0.031186 | Time: 2261.03 ms
[2022-03-12 06:39:03 main:574] : INFO : Epoch 1845 | loss: 0.0311869 | val_loss: 0.0311859 | Time: 2324.8 ms
[2022-03-12 06:39:05 main:574] : INFO : Epoch 1846 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 2339.42 ms
[2022-03-12 06:39:08 main:574] : INFO : Epoch 1847 | loss: 0.0311882 | val_loss: 0.0311853 | Time: 2206.75 ms
[2022-03-12 06:39:10 main:574] : INFO : Epoch 1848 | loss: 0.0311907 | val_loss: 0.0312022 | Time: 2223.49 ms
[2022-03-12 06:39:12 main:574] : INFO : Epoch 1849 | loss: 0.0311951 | val_loss: 0.0312045 | Time: 2222.74 ms
[2022-03-12 06:39:14 main:574] : INFO : Epoch 1850 | loss: 0.0311921 | val_loss: 0.0311874 | Time: 2207.58 ms
[2022-03-12 06:39:16 main:574] : INFO : Epoch 1851 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 2240.83 ms
[2022-03-12 06:39:19 main:574] : INFO : Epoch 1852 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 2256.36 ms
[2022-03-12 06:39:21 main:574] : INFO : Epoch 1853 | loss: 0.031185 | val_loss: 0.0311853 | Time: 2254.97 ms
[2022-03-12 06:39:23 main:574] : INFO : Epoch 1854 | loss: 0.0311869 | val_loss: 0.0311855 | Time: 2301.65 ms
[2022-03-12 06:39:25 main:574] : INFO : Epoch 1855 | loss: 0.0311854 | val_loss: 0.0311837 | Time: 2190.7 ms
[2022-03-12 06:39:28 main:574] : INFO : Epoch 1856 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 2218.06 ms
[2022-03-12 06:39:30 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 2233.77 ms
[2022-03-12 06:39:32 main:574] : INFO : Epoch 1858 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 2197.66 ms
[2022-03-12 06:39:34 main:574] : INFO : Epoch 1859 | loss: 0.0311856 | val_loss: 0.0311815 | Time: 2197.88 ms
[2022-03-12 06:39:37 main:574] : INFO : Epoch 1860 | loss: 0.0311858 | val_loss: 0.0311817 | Time: 2215.3 ms
[2022-03-12 06:39:39 main:574] : INFO : Epoch 1861 | loss: 0.0311862 | val_loss: 0.0311832 | Time: 2166.89 ms
[2022-03-12 06:39:41 main:574] : INFO : Epoch 1862 | loss: 0.0311836 | val_loss: 0.031184 | Time: 2178.7 ms
[2022-03-12 06:39:43 main:574] : INFO : Epoch 1863 | loss: 0.0311859 | val_loss: 0.031184 | Time: 2265 ms
[2022-03-12 06:39:45 main:574] : INFO : Epoch 1864 | loss: 0.031185 | val_loss: 0.0311857 | Time: 2207.54 ms
[2022-03-12 06:39:48 main:574] : INFO : Epoch 1865 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 2230.89 ms
[2022-03-12 06:39:50 main:574] : INFO : Epoch 1866 | loss: 0.0311901 | val_loss: 0.031185 | Time: 2189.28 ms
[2022-03-12 06:39:52 main:574] : INFO : Epoch 1867 | loss: 0.0311886 | val_loss: 0.0311808 | Time: 2196.27 ms
[2022-03-12 06:39:54 main:574] : INFO : Epoch 1868 | loss: 0.0311866 | val_loss: 0.0311837 | Time: 2205.76 ms
[2022-03-12 06:39:56 main:574] : INFO : Epoch 1869 | loss: 0.0311847 | val_loss: 0.0311803 | Time: 2207.83 ms
[2022-03-12 06:39:59 main:574] : INFO : Epoch 1870 | loss: 0.0311842 | val_loss: 0.0311794 | Time: 2237.93 ms
[2022-03-12 06:40:01 main:574] : INFO : Epoch 1871 | loss: 0.0311866 | val_loss: 0.0311815 | Time: 2218.12 ms
[2022-03-12 06:40:03 main:574] : INFO : Epoch 1872 | loss: 0.0311884 | val_loss: 0.0311804 | Time: 2239.14 ms
[2022-03-12 06:40:05 main:574] : INFO : Epoch 1873 | loss: 0.0311856 | val_loss: 0.0311802 | Time: 2223.92 ms
[2022-03-12 06:40:08 main:574] : INFO : Epoch 1874 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 2164.78 ms
[2022-03-12 06:40:10 main:574] : INFO : Epoch 1875 | loss: 0.0311828 | val_loss: 0.0311841 | Time: 2181.3 ms
[2022-03-12 06:40:12 main:574] : INFO : Epoch 1876 | loss: 0.0311834 | val_loss: 0.031181 | Time: 2244.71 ms
[2022-03-12 06:40:14 main:574] : INFO : Epoch 1877 | loss: 0.0311834 | val_loss: 0.0311838 | Time: 2215.07 ms
[2022-03-12 06:40:16 main:574] : INFO : Epoch 1878 | loss: 0.0311871 | val_loss: 0.0311847 | Time: 2221.4 ms
[2022-03-12 06:40:19 main:574] : INFO : Epoch 1879 | loss: 0.0311891 | val_loss: 0.0311869 | Time: 2210.97 ms
[2022-03-12 06:40:21 main:574] : INFO : Epoch 1880 | loss: 0.0311815 | val_loss: 0.0311798 | Time: 2225.63 ms
[2022-03-12 06:40:23 main:574] : INFO : Epoch 1881 | loss: 0.0311851 | val_loss: 0.0311879 | Time: 2250.04 ms
[2022-03-12 06:40:25 main:574] : INFO : Epoch 1882 | loss: 0.0311872 | val_loss: 0.0311861 | Time: 2356.37 ms
[2022-03-12 06:40:28 main:574] : INFO : Epoch 1883 | loss: 0.031185 | val_loss: 0.0311823 | Time: 2180.17 ms
[2022-03-12 06:40:30 main:574] : INFO : Epoch 1884 | loss: 0.0311809 | val_loss: 0.0311793 | Time: 2188.23 ms
[2022-03-12 06:40:32 main:574] : INFO : Epoch 1885 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 2214.93 ms
[2022-03-12 06:40:34 main:574] : INFO : Epoch 1886 | loss: 0.031182 | val_loss: 0.031183 | Time: 2234.38 ms
[2022-03-12 06:40:37 main:574] : INFO : Epoch 1887 | loss: 0.0311809 | val_loss: 0.0311952 | Time: 2234.02 ms
[2022-03-12 06:40:39 main:574] : INFO : Epoch 1888 | loss: 0.031192 | val_loss: 0.0312022 | Time: 2232.63 ms
[2022-03-12 06:40:41 main:574] : INFO : Epoch 1889 | loss: 0.0311848 | val_loss: 0.031182 | Time: 2241.32 ms
[2022-03-12 06:40:43 main:574] : INFO : Epoch 1890 | loss: 0.0311809 | val_loss: 0.031181 | Time: 2165.28 ms
[2022-03-12 06:40:46 main:574] : INFO : Epoch 1891 | loss: 0.0311819 | val_loss: 0.0311837 | Time: 2284.34 ms
[2022-03-12 06:40:48 main:574] : INFO : Epoch 1892 | loss: 0.0311855 | val_loss: 0.0311875 | Time: 2210 ms
[2022-03-12 06:40:50 main:574] : INFO : Epoch 1893 | loss: 0.0311843 | val_loss: 0.0311837 | Time: 2202.97 ms
[2022-03-12 06:40:52 main:574] : INFO : Epoch 1894 | loss: 0.0311826 | val_loss: 0.0311811 | Time: 2179.5 ms
[2022-03-12 06:40:54 main:574] : INFO : Epoch 1895 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 2258.78 ms
[2022-03-12 06:40:57 main:574] : INFO : Epoch 1896 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 2241.5 ms
[2022-03-12 06:40:59 main:574] : INFO : Epoch 1897 | loss: 0.0311902 | val_loss: 0.0311836 | Time: 2231.28 ms
[2022-03-12 06:41:01 main:574] : INFO : Epoch 1898 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 2259.26 ms
[2022-03-12 06:41:03 main:574] : INFO : Epoch 1899 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 2244.24 ms
[2022-03-12 06:41:06 main:574] : INFO : Epoch 1900 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 2297.86 ms
[2022-03-12 06:41:08 main:574] : INFO : Epoch 1901 | loss: 0.0311836 | val_loss: 0.0311851 | Time: 2298.27 ms
[2022-03-12 06:41:10 main:574] : INFO : Epoch 1902 | loss: 0.0311825 | val_loss: 0.0311945 | Time: 2223.58 ms
[2022-03-12 06:41:12 main:574] : INFO : Epoch 1903 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 2237.38 ms
[2022-03-12 06:41:15 main:574] : INFO : Epoch 1904 | loss: 0.0311822 | val_loss: 0.0311889 | Time: 2256.47 ms
[2022-03-12 06:41:17 main:574] : INFO : Epoch 1905 | loss: 0.0311827 | val_loss: 0.0311909 | Time: 2188.82 ms
[2022-03-12 06:41:19 main:574] : INFO : Epoch 1906 | loss: 0.0311826 | val_loss: 0.0311879 | Time: 2165.94 ms
[2022-03-12 06:41:21 main:574] : INFO : Epoch 1907 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 2238.38 ms
[2022-03-12 06:41:23 main:574] : INFO : Epoch 1908 | loss: 0.0311848 | val_loss: 0.0311978 | Time: 2141.94 ms
[2022-03-12 06:41:26 main:574] : INFO : Epoch 1909 | loss: 0.0311937 | val_loss: 0.0312002 | Time: 2240.94 ms
[2022-03-12 06:41:28 main:574] : INFO : Epoch 1910 | loss: 0.0311853 | val_loss: 0.0311955 | Time: 2238.35 ms
[2022-03-12 06:41:30 main:574] : INFO : Epoch 1911 | loss: 0.031183 | val_loss: 0.0311859 | Time: 2221.12 ms
[2022-03-12 06:41:32 main:574] : INFO : Epoch 1912 | loss: 0.0311792 | val_loss: 0.0311854 | Time: 2170.64 ms
[2022-03-12 06:41:35 main:574] : INFO : Epoch 1913 | loss: 0.0311802 | val_loss: 0.0311871 | Time: 2255.71 ms
[2022-03-12 06:41:37 main:574] : INFO : Epoch 1914 | loss: 0.0311793 | val_loss: 0.0311924 | Time: 2234.19 ms
[2022-03-12 06:41:39 main:574] : INFO : Epoch 1915 | loss: 0.0311803 | val_loss: 0.031186 | Time: 2249.59 ms
[2022-03-12 06:41:41 main:574] : INFO : Epoch 1916 | loss: 0.031181 | val_loss: 0.0311914 | Time: 2254.46 ms
[2022-03-12 06:41:44 main:574] : INFO : Epoch 1917 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2286.22 ms
[2022-03-12 06:41:46 main:574] : INFO : Epoch 1918 | loss: 0.031185 | val_loss: 0.031187 | Time: 2246.23 ms
[2022-03-12 06:41:48 main:574] : INFO : Epoch 1919 | loss: 0.0311809 | val_loss: 0.031197 | Time: 2244.86 ms
[2022-03-12 06:41:50 main:574] : INFO : Epoch 1920 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 2254.24 ms
[2022-03-12 06:41:53 main:574] : INFO : Epoch 1921 | loss: 0.0311789 | val_loss: 0.0311999 | Time: 2191.58 ms
[2022-03-12 06:41:55 main:574] : INFO : Epoch 1922 | loss: 0.0311856 | val_loss: 0.0311883 | Time: 2197.04 ms
[2022-03-12 06:41:57 main:574] : INFO : Epoch 1923 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 2204.9 ms
[2022-03-12 06:41:59 main:574] : INFO : Epoch 1924 | loss: 0.031183 | val_loss: 0.0311864 | Time: 2244.28 ms
[2022-03-12 06:42:02 main:574] : INFO : Epoch 1925 | loss: 0.0311827 | val_loss: 0.031185 | Time: 2257.96 ms
[2022-03-12 06:42:04 main:574] : INFO : Epoch 1926 | loss: 0.0311848 | val_loss: 0.0311851 | Time: 2237.07 ms
[2022-03-12 06:42:06 main:574] : INFO : Epoch 1927 | loss: 0.0311819 | val_loss: 0.0311878 | Time: 2255.15 ms
[2022-03-12 06:42:08 main:574] : INFO : Epoch 1928 | loss: 0.0311865 | val_loss: 0.0312075 | Time: 2257.55 ms
[2022-03-12 06:42:11 main:574] : INFO : Epoch 1929 | loss: 0.0311906 | val_loss: 0.0311882 | Time: 2194.69 ms
[2022-03-12 06:42:13 main:574] : INFO : Epoch 1930 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 2169.72 ms
[2022-03-12 06:42:15 main:574] : INFO : Epoch 1931 | loss: 0.031184 | val_loss: 0.0311872 | Time: 2267.97 ms
[2022-03-12 06:42:17 main:574] : INFO : Epoch 1932 | loss: 0.0311832 | val_loss: 0.0311835 | Time: 2220.59 ms
[2022-03-12 06:42:19 main:574] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311878 | Time: 2202.79 ms
[2022-03-12 06:42:22 main:574] : INFO : Epoch 1934 | loss: 0.0311832 | val_loss: 0.0311885 | Time: 2212.34 ms
[2022-03-12 06:42:24 main:574] : INFO : Epoch 1935 | loss: 0.0311843 | val_loss: 0.0311863 | Time: 2301.22 ms
[2022-03-12 06:42:26 main:574] : INFO : Epoch 1936 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 2326.26 ms
[2022-03-12 06:42:28 main:574] : INFO : Epoch 1937 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 2168.23 ms
[2022-03-12 06:42:31 main:574] : INFO : Epoch 1938 | loss: 0.0311794 | val_loss: 0.0311848 | Time: 2204.91 ms
[2022-03-12 06:42:33 main:574] : INFO : Epoch 1939 | loss: 0.0311794 | val_loss: 0.0311911 | Time: 2229.41 ms
[2022-03-12 06:42:35 main:574] : INFO : Epoch 1940 | loss: 0.0311823 | val_loss: 0.0311903 | Time: 2239.3 ms
[2022-03-12 06:42:37 main:574] : INFO : Epoch 1941 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 2166.2 ms
[2022-03-12 06:42:39 main:574] : INFO : Epoch 1942 | loss: 0.0311832 | val_loss: 0.031196 | Time: 2150.98 ms
[2022-03-12 06:42:42 main:574] : INFO : Epoch 1943 | loss: 0.0311835 | val_loss: 0.0311925 | Time: 2162.39 ms
[2022-03-12 06:42:44 main:574] : INFO : Epoch 1944 | loss: 0.0311816 | val_loss: 0.0311891 | Time: 2204.18 ms
[2022-03-12 06:42:46 main:574] : INFO : Epoch 1945 | loss: 0.0311817 | val_loss: 0.0311933 | Time: 2217.51 ms
[2022-03-12 06:42:48 main:574] : INFO : Epoch 1946 | loss: 0.0311779 | val_loss: 0.031185 | Time: 2254.87 ms
[2022-03-12 06:42:51 main:574] : INFO : Epoch 1947 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2222.72 ms
[2022-03-12 06:42:53 main:574] : INFO : Epoch 1948 | loss: 0.031181 | val_loss: 0.0311983 | Time: 2164.74 ms
[2022-03-12 06:42:55 main:574] : INFO : Epoch 1949 | loss: 0.0311956 | val_loss: 0.0311866 | Time: 2164.29 ms
[2022-03-12 06:42:57 main:574] : INFO : Epoch 1950 | loss: 0.0311867 | val_loss: 0.0311854 | Time: 2161.36 ms
[2022-03-12 06:42:59 main:574] : INFO : Epoch 1951 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 2232.89 ms
[2022-03-12 06:43:01 main:574] : INFO : Epoch 1952 | loss: 0.03118 | val_loss: 0.031185 | Time: 2169.41 ms
[2022-03-12 06:43:04 main:574] : INFO : Epoch 1953 | loss: 0.0311807 | val_loss: 0.0311885 | Time: 2163.79 ms
[2022-03-12 06:43:06 main:574] : INFO : Epoch 1954 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 2148.89 ms
[2022-03-12 06:43:08 main:574] : INFO : Epoch 1955 | loss: 0.0311789 | val_loss: 0.0311935 | Time: 2170.66 ms
[2022-03-12 06:43:10 main:574] : INFO : Epoch 1956 | loss: 0.031189 | val_loss: 0.0311998 | Time: 2168.63 ms
[2022-03-12 06:43:12 main:574] : INFO : Epoch 1957 | loss: 0.031184 | val_loss: 0.0311941 | Time: 2173.9 ms
[2022-03-12 06:43:15 main:574] : INFO : Epoch 1958 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 2190.94 ms
[2022-03-12 06:43:17 main:574] : INFO : Epoch 1959 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 2212.77 ms
[2022-03-12 06:43:19 main:574] : INFO : Epoch 1960 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 2157.91 ms
[2022-03-12 06:43:21 main:574] : INFO : Epoch 1961 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 2169.27 ms
[2022-03-12 06:43:23 main:574] : INFO : Epoch 1962 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 2158.04 ms
[2022-03-12 06:43:25 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 2171.26 ms
[2022-03-12 06:43:28 main:574] : INFO : Epoch 1964 | loss: 0.0311795 | val_loss: 0.0311835 | Time: 2165.27 ms
[2022-03-12 06:43:30 main:574] : INFO : Epoch 1965 | loss: 0.0311817 | val_loss: 0.0311849 | Time: 2168.84 ms
[2022-03-12 06:43:32 main:574] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2178.21 ms
[2022-03-12 06:43:34 main:574] : INFO : Epoch 1967 | loss: 0.0311781 | val_loss: 0.0311843 | Time: 2203.43 ms
[2022-03-12 06:43:36 main:574] : INFO : Epoch 1968 | loss: 0.0311783 | val_loss: 0.0311854 | Time: 2169.55 ms
[2022-03-12 06:43:39 main:574] : INFO : Epoch 1969 | loss: 0.0311778 | val_loss: 0.0311949 | Time: 2165.6 ms
[2022-03-12 06:43:41 main:574] : INFO : Epoch 1970 | loss: 0.0311814 | val_loss: 0.0311869 | Time: 2160.82 ms
[2022-03-12 06:43:43 main:574] : INFO : Epoch 1971 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 2215.82 ms
[2022-03-12 06:43:45 main:574] : INFO : Epoch 1972 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 2165.65 ms
[2022-03-12 06:43:47 main:574] : INFO : Epoch 1973 | loss: 0.0311817 | val_loss: 0.031183 | Time: 2163.16 ms
[2022-03-12 06:43:49 main:574] : INFO : Epoch 1974 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 2167.64 ms
[2022-03-12 06:43:52 main:574] : INFO : Epoch 1975 | loss: 0.0311784 | val_loss: 0.0311901 | Time: 2163.81 ms
[2022-03-12 06:43:54 main:574] : INFO : Epoch 1976 | loss: 0.0311782 | val_loss: 0.031184 | Time: 2153.05 ms
[2022-03-12 06:43:56 main:574] : INFO : Epoch 1977 | loss: 0.0311798 | val_loss: 0.031183 | Time: 2171.55 ms
[2022-03-12 06:43:58 main:574] : INFO : Epoch 1978 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2164.84 ms
[2022-03-12 06:44:00 main:574] : INFO : Epoch 1979 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2166.92 ms
[2022-03-12 06:44:02 main:574] : INFO : Epoch 1980 | loss: 0.0311769 | val_loss: 0.0311863 | Time: 2167.05 ms
[2022-03-12 06:44:05 main:574] : INFO : Epoch 1981 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 2178.57 ms
[2022-03-12 06:44:07 main:574] : INFO : Epoch 1982 | loss: 0.0311769 | val_loss: 0.0311848 | Time: 2190.64 ms
[2022-03-12 06:44:09 main:574] : INFO : Epoch 1983 | loss: 0.031179 | val_loss: 0.0311833 | Time: 2159.53 ms
[2022-03-12 06:44:11 main:574] : INFO : Epoch 1984 | loss: 0.0311828 | val_loss: 0.0311944 | Time: 2190.06 ms
[2022-03-12 06:44:13 main:574] : INFO : Epoch 1985 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 2179.39 ms
[2022-03-12 06:44:16 main:574] : INFO : Epoch 1986 | loss: 0.0311847 | val_loss: 0.0311863 | Time: 2172.69 ms
[2022-03-12 06:44:18 main:574] : INFO : Epoch 1987 | loss: 0.0311836 | val_loss: 0.0311828 | Time: 2178.72 ms
[2022-03-12 06:44:20 main:574] : INFO : Epoch 1988 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 2171.41 ms
[2022-03-12 06:44:22 main:574] : INFO : Epoch 1989 | loss: 0.0311863 | val_loss: 0.0311883 | Time: 2152.66 ms
[2022-03-12 06:44:24 main:574] : INFO : Epoch 1990 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 2183.63 ms
[2022-03-12 06:44:26 main:574] : INFO : Epoch 1991 | loss: 0.0311894 | val_loss: 0.0311852 | Time: 2169.64 ms
[2022-03-12 06:44:29 main:574] : INFO : Epoch 1992 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 2193.87 ms
[2022-03-12 06:44:31 main:574] : INFO : Epoch 1993 | loss: 0.0311874 | val_loss: 0.031183 | Time: 2160.62 ms
[2022-03-12 06:44:33 main:574] : INFO : Epoch 1994 | loss: 0.0311821 | val_loss: 0.0311839 | Time: 2185.23 ms
[2022-03-12 06:44:35 main:574] : INFO : Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311825 | Time: 2178.04 ms
[2022-03-12 06:44:37 main:574] : INFO : Epoch 1996 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 2164.06 ms
[2022-03-12 06:44:39 main:574] : INFO : Epoch 1997 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2151.04 ms
[2022-03-12 06:44:42 main:574] : INFO : Epoch 1998 | loss: 0.0311829 | val_loss: 0.031184 | Time: 2169.64 ms
[2022-03-12 06:44:44 main:574] : INFO : Epoch 1999 | loss: 0.0311801 | val_loss: 0.0311845 | Time: 2177.74 ms
[2022-03-12 06:44:46 main:574] : INFO : Epoch 2000 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 2161.1 ms
[2022-03-12 06:44:48 main:574] : INFO : Epoch 2001 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 2178.64 ms
[2022-03-12 06:44:50 main:574] : INFO : Epoch 2002 | loss: 0.0311858 | val_loss: 0.0311853 | Time: 2179.34 ms
[2022-03-12 06:44:53 main:574] : INFO : Epoch 2003 | loss: 0.031181 | val_loss: 0.0311833 | Time: 2185.35 ms
[2022-03-12 06:44:55 main:574] : INFO : Epoch 2004 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 2160.24 ms
[2022-03-12 06:44:57 main:574] : INFO : Epoch 2005 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 2183.39 ms
[2022-03-12 06:44:59 main:574] : INFO : Epoch 2006 | loss: 0.031189 | val_loss: 0.0311847 | Time: 2183.97 ms
[2022-03-12 06:45:01 main:574] : INFO : Epoch 2007 | loss: 0.0311892 | val_loss: 0.0312058 | Time: 2158.11 ms
[2022-03-12 06:45:03 main:574] : INFO : Epoch 2008 | loss: 0.0311883 | val_loss: 0.0311823 | Time: 2171.74 ms
[2022-03-12 06:45:06 main:574] : INFO : Epoch 2009 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 2187.35 ms
[2022-03-12 06:45:08 main:574] : INFO : Epoch 2010 | loss: 0.0311894 | val_loss: 0.0311906 | Time: 2224.25 ms
[2022-03-12 06:45:10 main:574] : INFO : Epoch 2011 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 2206.68 ms
[2022-03-12 06:45:23 main:574] : INFO : Epoch 2012 | loss: 0.0311858 | val_loss: 0.031183 | Time: 12465.4 ms
[2022-03-12 06:45:25 main:574] : INFO : Epoch 2013 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 2171.58 ms
[2022-03-12 06:45:27 main:574] : INFO : Epoch 2014 | loss: 0.0311849 | val_loss: 0.0311869 | Time: 2152.47 ms
[2022-03-12 06:45:29 main:574] : INFO : Epoch 2015 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 2153.99 ms
[2022-03-12 06:45:31 main:574] : INFO : Epoch 2016 | loss: 0.0311859 | val_loss: 0.0311819 | Time: 2155.23 ms
[2022-03-12 06:45:33 main:574] : INFO : Epoch 2017 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 2155.02 ms
[2022-03-12 06:45:36 main:574] : INFO : Epoch 2018 | loss: 0.0311821 | val_loss: 0.0311852 | Time: 2160.39 ms
[2022-03-12 06:45:38 main:574] : INFO : Epoch 2019 | loss: 0.0311833 | val_loss: 0.0311826 | Time: 2178.88 ms
[2022-03-12 06:45:40 main:574] : INFO : Epoch 2020 | loss: 0.031183 | val_loss: 0.0311834 | Time: 2164.19 ms
[2022-03-12 06:45:42 main:574] : INFO : Epoch 2021 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 2174.02 ms
[2022-03-12 06:45:44 main:574] : INFO : Epoch 2022 | loss: 0.0311814 | val_loss: 0.0311858 | Time: 2166.18 ms
[2022-03-12 06:45:46 main:574] : INFO : Epoch 2023 | loss: 0.0311836 | val_loss: 0.0311931 | Time: 2152.2 ms
[2022-03-12 06:45:49 main:574] : INFO : Epoch 2024 | loss: 0.0311853 | val_loss: 0.031193 | Time: 2168.75 ms
[2022-03-12 06:45:51 main:574] : INFO : Epoch 2025 | loss: 0.0311831 | val_loss: 0.0311824 | Time: 2161.43 ms
[2022-03-12 06:45:53 main:574] : INFO : Epoch 2026 | loss: 0.0311836 | val_loss: 0.031182 | Time: 2184.78 ms
[2022-03-12 06:45:55 main:574] : INFO : Epoch 2027 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 2167.54 ms
[2022-03-12 06:45:57 main:574] : INFO : Epoch 2028 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2169.07 ms
[2022-03-12 06:45:59 main:574] : INFO : Epoch 2029 | loss: 0.0311814 | val_loss: 0.031195 | Time: 2181.08 ms
[2022-03-12 06:46:02 main:574] : INFO : Epoch 2030 | loss: 0.0311895 | val_loss: 0.0311843 | Time: 2167.65 ms
[2022-03-12 06:46:04 main:574] : INFO : Epoch 2031 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 2169.51 ms
[2022-03-12 06:46:06 main:574] : INFO : Epoch 2032 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 2168.63 ms
[2022-03-12 06:46:08 main:574] : INFO : Epoch 2033 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 2177.87 ms
[2022-03-12 06:46:10 main:574] : INFO : Epoch 2034 | loss: 0.0311821 | val_loss: 0.0311821 | Time: 2164 ms
[2022-03-12 06:46:13 main:574] : INFO : Epoch 2035 | loss: 0.0311816 | val_loss: 0.0311854 | Time: 2166.53 ms
[2022-03-12 06:46:15 main:574] : INFO : Epoch 2036 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 2169.38 ms
[2022-03-12 06:46:17 main:574] : INFO : Epoch 2037 | loss: 0.0311821 | val_loss: 0.0311842 | Time: 2174.39 ms
[2022-03-12 06:46:19 main:574] : INFO : Epoch 2038 | loss: 0.0311824 | val_loss: 0.0311887 | Time: 2145.72 ms
[2022-03-12 06:46:21 main:574] : INFO : Epoch 2039 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 2150.33 ms
[2022-03-12 06:46:23 main:574] : INFO : Epoch 2040 | loss: 0.031181 | val_loss: 0.0311834 | Time: 2170.43 ms
[2022-03-12 06:46:26 main:574] : INFO : Epoch 2041 | loss: 0.0311791 | val_loss: 0.031187 | Time: 2185.71 ms
[2022-03-12 06:46:28 main:574] : INFO : Epoch 2042 | loss: 0.0311818 | val_loss: 0.031185 | Time: 2166.1 ms
[2022-03-12 06:46:30 main:574] : INFO : Epoch 2043 | loss: 0.0311795 | val_loss: 0.0311883 | Time: 2161.97 ms
[2022-03-12 06:46:32 main:574] : INFO : Epoch 2044 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 2161.81 ms
[2022-03-12 06:46:34 main:574] : INFO : Epoch 2045 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 2155.78 ms
[2022-03-12 06:46:36 main:574] : INFO : Epoch 2046 | loss: 0.0311777 | val_loss: 0.0311847 | Time: 2151.26 ms
[2022-03-12 06:46:39 main:574] : INFO : Epoch 2047 | loss: 0.0311777 | val_loss: 0.0311889 | Time: 2206.59 ms
[2022-03-12 06:46:41 main:574] : INFO : Epoch 2048 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 2228.59 ms
[2022-03-12 06:46:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311848
[2022-03-12 06:46:41 main:603] : INFO : Saving end state to config to file
[2022-03-12 06:46:41 main:608] : INFO : Success, exiting..
06:46:41 (2848): 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)