Task 13041869
| Name | ParityModified-1645993966-4784-1-0_0 |
| Workunit | 10169535 |
| Created | 13 Mar 2022, 9:19:38 UTC |
| Sent | 21 Mar 2022, 0:48:46 UTC |
| Report deadline | 29 Mar 2022, 0:48:46 UTC |
| Received | 22 Mar 2022, 2:33:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 16 min |
| CPU time | 1 hours 15 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311715 | val_loss: 0.0311832 | Time: 2228.53 ms [2022-03-21 20:14:14 main:574] : INFO : Epoch 1543 | loss: 0.0311728 | val_loss: 0.0311844 | Time: 2178.06 ms [2022-03-21 20:14:17 main:574] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311846 | Time: 2214.53 ms [2022-03-21 20:14:19 main:574] : INFO : Epoch 1545 | loss: 0.0311739 | val_loss: 0.0311842 | Time: 2204.6 ms [2022-03-21 20:14:21 main:574] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.0311853 | Time: 2174.12 ms [2022-03-21 20:14:23 main:574] : INFO : Epoch 1547 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 2210.29 ms [2022-03-21 20:14:26 main:574] : INFO : Epoch 1548 | loss: 0.0311741 | val_loss: 0.0311871 | Time: 2241.58 ms [2022-03-21 20:14:28 main:574] : INFO : Epoch 1549 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 2232.46 ms [2022-03-21 20:14:30 main:574] : INFO : Epoch 1550 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 2211.56 ms [2022-03-21 20:14:32 main:574] : INFO : Epoch 1551 | loss: 0.031174 | val_loss: 0.0311862 | Time: 2232.78 ms [2022-03-21 20:14:34 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311851 | Time: 2155.1 ms [2022-03-21 20:14:37 main:574] : INFO : Epoch 1553 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 2272.97 ms [2022-03-21 20:14:39 main:574] : INFO : Epoch 1554 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 2236.24 ms [2022-03-21 20:14:41 main:574] : INFO : Epoch 1555 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 2246.71 ms [2022-03-21 20:14:43 main:574] : INFO : Epoch 1556 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 2186.99 ms [2022-03-21 20:14:46 main:574] : INFO : Epoch 1557 | loss: 0.0311716 | val_loss: 0.0311813 | Time: 2236.35 ms [2022-03-21 20:14:48 main:574] : INFO : Epoch 1558 | loss: 0.0311698 | val_loss: 0.0311813 | Time: 2250.09 ms [2022-03-21 20:14:50 main:574] : INFO : Epoch 1559 | loss: 0.0311689 | val_loss: 0.0311816 | Time: 2174.03 ms [2022-03-21 20:14:52 main:574] : INFO : Epoch 1560 | loss: 0.0311688 | val_loss: 0.0311837 | Time: 2180.8 ms [2022-03-21 20:14:54 main:574] : INFO : Epoch 1561 | loss: 0.0311718 | val_loss: 0.0311868 | Time: 2230.99 ms [2022-03-21 20:14:57 main:574] : INFO : Epoch 1562 | loss: 0.031171 | val_loss: 0.0311823 | Time: 2223.99 ms [2022-03-21 20:14:59 main:574] : INFO : Epoch 1563 | loss: 0.0311688 | val_loss: 0.031184 | Time: 2215.99 ms [2022-03-21 20:15:01 main:574] : INFO : Epoch 1564 | loss: 0.0311704 | val_loss: 0.031182 | Time: 2200.47 ms [2022-03-21 20:15:03 main:574] : INFO : Epoch 1565 | loss: 0.0311702 | val_loss: 0.0311839 | Time: 2291.23 ms [2022-03-21 20:15:06 main:574] : INFO : Epoch 1566 | loss: 0.0311734 | val_loss: 0.031183 | Time: 2239.19 ms [2022-03-21 20:15:08 main:574] : INFO : Epoch 1567 | loss: 0.0311724 | val_loss: 0.031183 | Time: 2167.31 ms [2022-03-21 20:15:10 main:574] : INFO : Epoch 1568 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 2183.53 ms [2022-03-21 20:15:12 main:574] : INFO : Epoch 1569 | loss: 0.0311692 | val_loss: 0.0311822 | Time: 2255.57 ms [2022-03-21 20:15:14 main:574] : INFO : Epoch 1570 | loss: 0.0311729 | val_loss: 0.0311901 | Time: 2190.37 ms [2022-03-21 20:15:17 main:574] : INFO : Epoch 1571 | loss: 0.0311698 | val_loss: 0.0311846 | Time: 2142.82 ms [2022-03-21 20:15:19 main:574] : INFO : Epoch 1572 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 2211.74 ms [2022-03-21 20:15:21 main:574] : INFO : Epoch 1573 | loss: 0.0311678 | val_loss: 0.0311816 | Time: 2269.25 ms [2022-03-21 20:15:23 main:574] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311822 | Time: 2310.51 ms [2022-03-21 20:15:26 main:574] : INFO : Epoch 1575 | loss: 0.031167 | val_loss: 0.0311818 | Time: 2208.03 ms [2022-03-21 20:15:28 main:574] : INFO : Epoch 1576 | loss: 0.0311702 | val_loss: 0.0311833 | Time: 2185.38 ms [2022-03-21 20:15:30 main:574] : INFO : Epoch 1577 | loss: 0.0311711 | val_loss: 0.0311843 | Time: 2294.62 ms [2022-03-21 20:15:32 main:574] : INFO : Epoch 1578 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 2120.48 ms [2022-03-21 20:15:34 main:574] : INFO : Epoch 1579 | loss: 0.0311741 | val_loss: 0.031184 | Time: 2230.6 ms [2022-03-21 20:15:37 main:574] : INFO : Epoch 1580 | loss: 0.0311709 | val_loss: 0.0311821 | Time: 2281.89 ms [2022-03-21 20:15:39 main:574] : INFO : Epoch 1581 | loss: 0.0311694 | val_loss: 0.0311857 | Time: 2199.04 ms [2022-03-21 20:15:41 main:574] : INFO : Epoch 1582 | loss: 0.0311722 | val_loss: 0.0311864 | Time: 2210.92 ms [2022-03-21 20:15:43 main:574] : INFO : Epoch 1583 | loss: 0.0311695 | val_loss: 0.0311828 | Time: 2135.53 ms [2022-03-21 20:15:46 main:574] : INFO : Epoch 1584 | loss: 0.0311682 | val_loss: 0.0311847 | Time: 2247.3 ms [2022-03-21 20:15:48 main:574] : INFO : Epoch 1585 | loss: 0.0311706 | val_loss: 0.0311827 | Time: 2181.1 ms [2022-03-21 20:15:50 main:574] : INFO : Epoch 1586 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 2250.16 ms [2022-03-21 20:15:52 main:574] : INFO : Epoch 1587 | loss: 0.0311699 | val_loss: 0.0311868 | Time: 2135.54 ms [2022-03-21 20:15:54 main:574] : INFO : Epoch 1588 | loss: 0.0311697 | val_loss: 0.0311854 | Time: 2174.17 ms [2022-03-21 20:15:57 main:574] : INFO : Epoch 1589 | loss: 0.0311767 | val_loss: 0.0311824 | Time: 2205.93 ms [2022-03-21 20:15:59 main:574] : INFO : Epoch 1590 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2217.19 ms [2022-03-21 20:16:01 main:574] : INFO : Epoch 1591 | loss: 0.0311751 | val_loss: 0.0311807 | Time: 2275.9 ms [2022-03-21 20:16:03 main:574] : INFO : Epoch 1592 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 2256.94 ms [2022-03-21 20:16:06 main:574] : INFO : Epoch 1593 | loss: 0.0311743 | val_loss: 0.0311849 | Time: 2231.12 ms [2022-03-21 20:16:08 main:574] : INFO : Epoch 1594 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 2166.88 ms [2022-03-21 20:16:10 main:574] : INFO : Epoch 1595 | loss: 0.0311754 | val_loss: 0.0311825 | Time: 2211.97 ms [2022-03-21 20:16:12 main:574] : INFO : Epoch 1596 | loss: 0.0311746 | val_loss: 0.031181 | Time: 2223.75 ms [2022-03-21 20:16:14 main:574] : INFO : Epoch 1597 | loss: 0.0311739 | val_loss: 0.0311806 | Time: 2148.56 ms [2022-03-21 20:16:17 main:574] : INFO : Epoch 1598 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 2196.11 ms [2022-03-21 20:16:19 main:574] : INFO : Epoch 1599 | loss: 0.031173 | val_loss: 0.0311835 | Time: 2191.85 ms [2022-03-21 20:16:21 main:574] : INFO : Epoch 1600 | loss: 0.0311729 | val_loss: 0.0311875 | Time: 2246.07 ms [2022-03-21 20:16:23 main:574] : INFO : Epoch 1601 | loss: 0.0311741 | val_loss: 0.0311894 | Time: 2175.09 ms [2022-03-21 20:16:25 main:574] : INFO : Epoch 1602 | loss: 0.031176 | val_loss: 0.0311837 | Time: 2246.28 ms [2022-03-21 20:16:28 main:574] : INFO : Epoch 1603 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 2197.04 ms [2022-03-21 20:16:30 main:574] : INFO : Epoch 1604 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 2163.87 ms [2022-03-21 20:16:32 main:574] : INFO : Epoch 1605 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 2172.32 ms [2022-03-21 20:16:34 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311828 | Time: 2188.09 ms [2022-03-21 20:16:36 main:574] : INFO : Epoch 1607 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 2146.27 ms [2022-03-21 20:16:39 main:574] : INFO : Epoch 1608 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 2213.2 ms [2022-03-21 20:16:41 main:574] : INFO : Epoch 1609 | loss: 0.0311813 | val_loss: 0.0311871 | Time: 2219.36 ms [2022-03-21 20:16:43 main:574] : INFO : Epoch 1610 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 2208.95 ms [2022-03-21 20:16:45 main:574] : INFO : Epoch 1611 | loss: 0.0311805 | val_loss: 0.0311823 | Time: 2211.03 ms [2022-03-21 20:16:47 main:574] : INFO : Epoch 1612 | loss: 0.0311781 | val_loss: 0.0311816 | Time: 2172.26 ms [2022-03-21 20:16:50 main:574] : INFO : Epoch 1613 | loss: 0.0311777 | val_loss: 0.031184 | Time: 2222.92 ms [2022-03-21 20:16:52 main:574] : INFO : Epoch 1614 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2241.77 ms [2022-03-21 20:16:54 main:574] : INFO : Epoch 1615 | loss: 0.0311755 | val_loss: 0.031182 | Time: 2173.72 ms [2022-03-21 20:16:56 main:574] : INFO : Epoch 1616 | loss: 0.031178 | val_loss: 0.0311833 | Time: 2242.58 ms [2022-03-21 20:16:58 main:574] : INFO : Epoch 1617 | loss: 0.0311776 | val_loss: 0.0311851 | Time: 2239.2 ms [2022-03-21 20:17:01 main:574] : INFO : Epoch 1618 | loss: 0.0311761 | val_loss: 0.0311853 | Time: 2203.03 ms [2022-03-21 20:17:03 main:574] : INFO : Epoch 1619 | loss: 0.0311767 | val_loss: 0.0311833 | Time: 2191.69 ms [2022-03-21 20:17:05 main:574] : INFO : Epoch 1620 | loss: 0.0311751 | val_loss: 0.0311828 | Time: 2208.05 ms [2022-03-21 20:17:07 main:574] : INFO : Epoch 1621 | loss: 0.0311761 | val_loss: 0.0311878 | Time: 2200.07 ms [2022-03-21 20:17:10 main:574] : INFO : Epoch 1622 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 2265.3 ms [2022-03-21 20:17:12 main:574] : INFO : Epoch 1623 | loss: 0.0311826 | val_loss: 0.0311842 | Time: 2215.74 ms [2022-03-21 20:17:14 main:574] : INFO : Epoch 1624 | loss: 0.0311826 | val_loss: 0.031189 | Time: 2213.99 ms [2022-03-21 20:17:16 main:574] : INFO : Epoch 1625 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2262.28 ms [2022-03-21 20:17:18 main:574] : INFO : Epoch 1626 | loss: 0.0311784 | val_loss: 0.031183 | Time: 2136.07 ms [2022-03-21 20:17:21 main:574] : INFO : Epoch 1627 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 2125.5 ms [2022-03-21 20:17:23 main:574] : INFO : Epoch 1628 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 2179.55 ms [2022-03-21 20:17:25 main:574] : INFO : Epoch 1629 | loss: 0.031178 | val_loss: 0.0311834 | Time: 2197.52 ms [2022-03-21 20:17:27 main:574] : INFO : Epoch 1630 | loss: 0.0311787 | val_loss: 0.0311848 | Time: 2284.5 ms [2022-03-21 20:17:30 main:574] : INFO : Epoch 1631 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 2252.22 ms [2022-03-21 20:17:32 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.0311818 | Time: 2206.65 ms [2022-03-21 20:17:34 main:574] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311816 | Time: 2153.42 ms [2022-03-21 20:17:36 main:574] : INFO : Epoch 1634 | loss: 0.031174 | val_loss: 0.031181 | Time: 2230.73 ms [2022-03-21 20:17:38 main:574] : INFO : Epoch 1635 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 2163.42 ms [2022-03-21 20:17:40 main:574] : INFO : Epoch 1636 | loss: 0.031175 | val_loss: 0.0311821 | Time: 2166.91 ms [2022-03-21 20:17:43 main:574] : INFO : Epoch 1637 | loss: 0.0311765 | val_loss: 0.0311854 | Time: 2262.08 ms [2022-03-21 20:17:45 main:574] : INFO : Epoch 1638 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2221.17 ms [2022-03-21 20:17:47 main:574] : INFO : Epoch 1639 | loss: 0.0311764 | val_loss: 0.0311845 | Time: 2097.78 ms [2022-03-21 20:17:49 main:574] : INFO : Epoch 1640 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 2186.53 ms [2022-03-21 20:17:51 main:574] : INFO : Epoch 1641 | loss: 0.0311717 | val_loss: 0.0311877 | Time: 2244.65 ms [2022-03-21 20:17:54 main:574] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 2273.53 ms [2022-03-21 20:17:56 main:574] : INFO : Epoch 1643 | loss: 0.0311718 | val_loss: 0.0311825 | Time: 2262.15 ms [2022-03-21 20:17:58 main:574] : INFO : Epoch 1644 | loss: 0.0311716 | val_loss: 0.0311831 | Time: 2238.58 ms [2022-03-21 20:18:01 main:574] : INFO : Epoch 1645 | loss: 0.0311724 | val_loss: 0.0311849 | Time: 2218.95 ms [2022-03-21 20:18:03 main:574] : INFO : Epoch 1646 | loss: 0.0311728 | val_loss: 0.0311849 | Time: 2133.68 ms [2022-03-21 20:18:05 main:574] : INFO : Epoch 1647 | loss: 0.031171 | val_loss: 0.0311844 | Time: 2284.83 ms [2022-03-21 20:18:07 main:574] : INFO : Epoch 1648 | loss: 0.0311726 | val_loss: 0.0311851 | Time: 2305.61 ms [2022-03-21 20:18:09 main:574] : INFO : Epoch 1649 | loss: 0.0311736 | val_loss: 0.0311832 | Time: 2204.24 ms [2022-03-21 20:18:12 main:574] : INFO : Epoch 1650 | loss: 0.0311723 | val_loss: 0.0311801 | Time: 2146.83 ms [2022-03-21 20:18:14 main:574] : INFO : Epoch 1651 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 2228.51 ms [2022-03-21 20:18:16 main:574] : INFO : Epoch 1652 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 2183.08 ms [2022-03-21 20:18:18 main:574] : INFO : Epoch 1653 | loss: 0.0311702 | val_loss: 0.0311845 | Time: 2226.34 ms [2022-03-21 20:18:20 main:574] : INFO : Epoch 1654 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 2226.84 ms [2022-03-21 20:18:23 main:574] : INFO : Epoch 1655 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2260.83 ms [2022-03-21 20:18:25 main:574] : INFO : Epoch 1656 | loss: 0.0311705 | val_loss: 0.031181 | Time: 2251.35 ms [2022-03-21 20:18:27 main:574] : INFO : Epoch 1657 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 2218.35 ms [2022-03-21 20:18:29 main:574] : INFO : Epoch 1658 | loss: 0.0311701 | val_loss: 0.0311838 | Time: 2190.69 ms [2022-03-21 20:18:32 main:574] : INFO : Epoch 1659 | loss: 0.0311708 | val_loss: 0.031181 | Time: 2205.47 ms [2022-03-21 20:18:34 main:574] : INFO : Epoch 1660 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 2225.4 ms [2022-03-21 20:18:36 main:574] : INFO : Epoch 1661 | loss: 0.0311694 | val_loss: 0.0311778 | Time: 2193.4 ms [2022-03-21 20:18:38 main:574] : INFO : Epoch 1662 | loss: 0.0311686 | val_loss: 0.0311807 | Time: 2204.73 ms [2022-03-21 20:18:40 main:574] : INFO : Epoch 1663 | loss: 0.0311696 | val_loss: 0.0311811 | Time: 2200.67 ms [2022-03-21 20:18:43 main:574] : INFO : Epoch 1664 | loss: 0.0311687 | val_loss: 0.0311784 | Time: 2166.87 ms [2022-03-21 20:18:45 main:574] : INFO : Epoch 1665 | loss: 0.031172 | val_loss: 0.0311822 | Time: 2257.83 ms [2022-03-21 20:18:47 main:574] : INFO : Epoch 1666 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 2235.27 ms [2022-03-21 20:18:49 main:574] : INFO : Epoch 1667 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 2173.77 ms [2022-03-21 20:18:52 main:574] : INFO : Epoch 1668 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 2209.98 ms [2022-03-21 20:18:54 main:574] : INFO : Epoch 1669 | loss: 0.0311743 | val_loss: 0.0311869 | Time: 2297.07 ms [2022-03-21 20:18:56 main:574] : INFO : Epoch 1670 | loss: 0.031179 | val_loss: 0.0311854 | Time: 2188.74 ms [2022-03-21 20:18:58 main:574] : INFO : Epoch 1671 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 2236.02 ms [2022-03-21 20:19:01 main:574] : INFO : Epoch 1672 | loss: 0.0311781 | val_loss: 0.0311862 | Time: 2219.27 ms [2022-03-21 20:19:03 main:574] : INFO : Epoch 1673 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2245.34 ms [2022-03-21 20:19:05 main:574] : INFO : Epoch 1674 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 2215.64 ms [2022-03-21 20:19:07 main:574] : INFO : Epoch 1675 | loss: 0.0311736 | val_loss: 0.0311857 | Time: 2338.93 ms [2022-03-21 20:19:10 main:574] : INFO : Epoch 1676 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 2192.51 ms [2022-03-21 20:19:12 main:574] : INFO : Epoch 1677 | loss: 0.0311727 | val_loss: 0.0311803 | Time: 2157.78 ms [2022-03-21 20:19:14 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.0311797 | Time: 2242.08 ms [2022-03-21 20:19:16 main:574] : INFO : Epoch 1679 | loss: 0.0311704 | val_loss: 0.0311814 | Time: 2214.09 ms [2022-03-21 20:19:18 main:574] : INFO : Epoch 1680 | loss: 0.0311716 | val_loss: 0.0311811 | Time: 2312.32 ms [2022-03-21 20:19:21 main:574] : INFO : Epoch 1681 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 2184.35 ms [2022-03-21 20:19:23 main:574] : INFO : Epoch 1682 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 2293.08 ms [2022-03-21 20:19:25 main:574] : INFO : Epoch 1683 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 2279.66 ms [2022-03-21 20:19:27 main:574] : INFO : Epoch 1684 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2196.72 ms [2022-03-21 20:19:30 main:574] : INFO : Epoch 1685 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2184 ms [2022-03-21 20:19:32 main:574] : INFO : Epoch 1686 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 2128.2 ms [2022-03-21 20:19:34 main:574] : INFO : Epoch 1687 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2227.79 ms [2022-03-21 20:19:36 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 2223.48 ms [2022-03-21 20:19:39 main:574] : INFO : Epoch 1689 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 2279.99 ms [2022-03-21 20:19:41 main:574] : INFO : Epoch 1690 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 2238.76 ms [2022-03-21 20:19:43 main:574] : INFO : Epoch 1691 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2215.25 ms [2022-03-21 20:19:45 main:574] : INFO : Epoch 1692 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 2222.11 ms [2022-03-21 20:19:47 main:574] : INFO : Epoch 1693 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 2226.96 ms [2022-03-21 20:19:50 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 2261.67 ms [2022-03-21 20:19:52 main:574] : INFO : Epoch 1695 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 2156.56 ms [2022-03-21 20:19:54 main:574] : INFO : Epoch 1696 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 2201.67 ms [2022-03-21 20:19:56 main:574] : INFO : Epoch 1697 | loss: 0.0311688 | val_loss: 0.031183 | Time: 2220.7 ms [2022-03-21 20:19:59 main:574] : INFO : Epoch 1698 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 2268.12 ms [2022-03-21 20:20:01 main:574] : INFO : Epoch 1699 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 2170.71 ms [2022-03-21 20:20:03 main:574] : INFO : Epoch 1700 | loss: 0.031165 | val_loss: 0.0311758 | Time: 2199.7 ms [2022-03-21 20:20:05 main:574] : INFO : Epoch 1701 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 2217.66 ms [2022-03-21 20:20:07 main:574] : INFO : Epoch 1702 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 2205.5 ms [2022-03-21 20:20:10 main:574] : INFO : Epoch 1703 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 2211.25 ms [2022-03-21 20:20:12 main:574] : INFO : Epoch 1704 | loss: 0.031167 | val_loss: 0.0311755 | Time: 2370.79 ms [2022-03-21 20:20:14 main:574] : INFO : Epoch 1705 | loss: 0.0311675 | val_loss: 0.0311819 | Time: 2313.12 ms [2022-03-21 20:20:16 main:574] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.0311757 | Time: 2169.71 ms [2022-03-21 20:20:19 main:574] : INFO : Epoch 1707 | loss: 0.0311679 | val_loss: 0.031182 | Time: 2202.71 ms [2022-03-21 20:20:21 main:574] : INFO : Epoch 1708 | loss: 0.031167 | val_loss: 0.031177 | Time: 2215.73 ms [2022-03-21 20:20:23 main:574] : INFO : Epoch 1709 | loss: 0.0311684 | val_loss: 0.0311845 | Time: 2299.68 ms [2022-03-21 20:20:25 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 2219.96 ms [2022-03-21 20:20:28 main:574] : INFO : Epoch 1711 | loss: 0.0311658 | val_loss: 0.031176 | Time: 2281.85 ms [2022-03-21 20:20:30 main:574] : INFO : Epoch 1712 | loss: 0.0311634 | val_loss: 0.0311758 | Time: 2325.15 ms [2022-03-21 20:20:32 main:574] : INFO : Epoch 1713 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 2201.38 ms [2022-03-21 20:20:34 main:574] : INFO : Epoch 1714 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 2166.21 ms [2022-03-21 20:20:37 main:574] : INFO : Epoch 1715 | loss: 0.0311656 | val_loss: 0.031176 | Time: 2221.57 ms [2022-03-21 20:20:39 main:574] : INFO : Epoch 1716 | loss: 0.0311649 | val_loss: 0.0311768 | Time: 2127.07 ms [2022-03-21 20:20:41 main:574] : INFO : Epoch 1717 | loss: 0.0311657 | val_loss: 0.0311776 | Time: 2206.38 ms [2022-03-21 20:20:43 main:574] : INFO : Epoch 1718 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 2189.64 ms [2022-03-21 20:20:45 main:574] : INFO : Epoch 1719 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2194.31 ms [2022-03-21 20:20:48 main:574] : INFO : Epoch 1720 | loss: 0.031165 | val_loss: 0.0311763 | Time: 2216.9 ms [2022-03-21 20:20:50 main:574] : INFO : Epoch 1721 | loss: 0.0311649 | val_loss: 0.031176 | Time: 2192.74 ms [2022-03-21 20:20:52 main:574] : INFO : Epoch 1722 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 2229.62 ms [2022-03-21 20:20:54 main:574] : INFO : Epoch 1723 | loss: 0.0311668 | val_loss: 0.0311818 | Time: 2252.15 ms [2022-03-21 20:20:57 main:574] : INFO : Epoch 1724 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2210.53 ms [2022-03-21 20:20:59 main:574] : INFO : Epoch 1725 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 2162.76 ms [2022-03-21 20:21:01 main:574] : INFO : Epoch 1726 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 2234.02 ms [2022-03-21 20:21:03 main:574] : INFO : Epoch 1727 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 2163.13 ms [2022-03-21 20:21:05 main:574] : INFO : Epoch 1728 | loss: 0.031164 | val_loss: 0.0311775 | Time: 2218.48 ms [2022-03-21 20:21:08 main:574] : INFO : Epoch 1729 | loss: 0.0311681 | val_loss: 0.0311818 | Time: 2168.96 ms [2022-03-21 20:21:10 main:574] : INFO : Epoch 1730 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 2193.85 ms [2022-03-21 20:21:12 main:574] : INFO : Epoch 1731 | loss: 0.0311668 | val_loss: 0.031178 | Time: 2220.05 ms [2022-03-21 20:21:14 main:574] : INFO : Epoch 1732 | loss: 0.0311668 | val_loss: 0.0311794 | Time: 2205.07 ms [2022-03-21 20:21:16 main:574] : INFO : Epoch 1733 | loss: 0.0311648 | val_loss: 0.0311774 | Time: 2188.69 ms [2022-03-21 20:21:19 main:574] : INFO : Epoch 1734 | loss: 0.0311635 | val_loss: 0.0311798 | Time: 2226.33 ms [2022-03-21 20:21:21 main:574] : INFO : Epoch 1735 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 2204.76 ms [2022-03-21 20:21:23 main:574] : INFO : Epoch 1736 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2280.29 ms [2022-03-21 20:21:25 main:574] : INFO : Epoch 1737 | loss: 0.0311686 | val_loss: 0.03118 | Time: 2202.88 ms [2022-03-21 20:21:28 main:574] : INFO : Epoch 1738 | loss: 0.031164 | val_loss: 0.0311781 | Time: 2258.19 ms [2022-03-21 20:21:30 main:574] : INFO : Epoch 1739 | loss: 0.031163 | val_loss: 0.0311799 | Time: 2241.58 ms [2022-03-21 20:21:32 main:574] : INFO : Epoch 1740 | loss: 0.0311659 | val_loss: 0.0311756 | Time: 2251.94 ms [2022-03-21 20:21:34 main:574] : INFO : Epoch 1741 | loss: 0.0311687 | val_loss: 0.0311824 | Time: 2156.02 ms [2022-03-21 20:21:36 main:574] : INFO : Epoch 1742 | loss: 0.0311716 | val_loss: 0.0311782 | Time: 2175.63 ms [2022-03-21 20:21:39 main:574] : INFO : Epoch 1743 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 2265.25 ms [2022-03-21 20:21:41 main:574] : INFO : Epoch 1744 | loss: 0.0311696 | val_loss: 0.0311788 | Time: 2167.12 ms [2022-03-21 20:21:43 main:574] : INFO : Epoch 1745 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 2207.84 ms [2022-03-21 20:21:45 main:574] : INFO : Epoch 1746 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 2185.83 ms [2022-03-21 20:21:47 main:574] : INFO : Epoch 1747 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 2197.63 ms [2022-03-21 20:21:50 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.0311792 | Time: 2200.78 ms [2022-03-21 20:21:52 main:574] : INFO : Epoch 1749 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 2278.46 ms [2022-03-21 20:21:54 main:574] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 2286.03 ms [2022-03-21 20:21:56 main:574] : INFO : Epoch 1751 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2162.54 ms [2022-03-21 20:21:59 main:574] : INFO : Epoch 1752 | loss: 0.0311646 | val_loss: 0.0311803 | Time: 2363.53 ms [2022-03-21 20:22:01 main:574] : INFO : Epoch 1753 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 2118.21 ms [2022-03-21 20:22:03 main:574] : INFO : Epoch 1754 | loss: 0.0311632 | val_loss: 0.0311753 | Time: 2167.93 ms [2022-03-21 20:22:05 main:574] : INFO : Epoch 1755 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 2224.49 ms [2022-03-21 20:22:08 main:574] : INFO : Epoch 1756 | loss: 0.0311628 | val_loss: 0.031177 | Time: 2254.28 ms [2022-03-21 20:22:10 main:574] : INFO : Epoch 1757 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 2163.96 ms [2022-03-21 20:22:12 main:574] : INFO : Epoch 1758 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 2178.48 ms [2022-03-21 20:22:14 main:574] : INFO : Epoch 1759 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 2167.35 ms [2022-03-21 20:22:16 main:574] : INFO : Epoch 1760 | loss: 0.0311672 | val_loss: 0.0311805 | Time: 2271.59 ms [2022-03-21 20:22:19 main:574] : INFO : Epoch 1761 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 2207.37 ms [2022-03-21 20:22:21 main:574] : INFO : Epoch 1762 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 2250.29 ms [2022-03-21 20:22:23 main:574] : INFO : Epoch 1763 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 2117.39 ms [2022-03-21 20:22:25 main:574] : INFO : Epoch 1764 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2320.62 ms [2022-03-21 20:22:27 main:574] : INFO : Epoch 1765 | loss: 0.0311653 | val_loss: 0.0311771 | Time: 2156.88 ms [2022-03-21 20:22:30 main:574] : INFO : Epoch 1766 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 2206.19 ms [2022-03-21 20:22:32 main:574] : INFO : Epoch 1767 | loss: 0.0311651 | val_loss: 0.0311759 | Time: 2291.43 ms [2022-03-21 20:22:34 main:574] : INFO : Epoch 1768 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 2199.62 ms [2022-03-21 20:22:36 main:574] : INFO : Epoch 1769 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 2253.05 ms [2022-03-21 20:22:39 main:574] : INFO : Epoch 1770 | loss: 0.0311845 | val_loss: 0.0311925 | Time: 2197.09 ms [2022-03-21 20:22:41 main:574] : INFO : Epoch 1771 | loss: 0.0311943 | val_loss: 0.0311895 | Time: 2255.33 ms [2022-03-21 20:22:43 main:574] : INFO : Epoch 1772 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 2149.92 ms [2022-03-21 20:22:45 main:574] : INFO : Epoch 1773 | loss: 0.0311967 | val_loss: 0.0311917 | Time: 2256.64 ms [2022-03-21 20:22:47 main:574] : INFO : Epoch 1774 | loss: 0.0311935 | val_loss: 0.0311895 | Time: 2202.38 ms [2022-03-21 20:22:50 main:574] : INFO : Epoch 1775 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 2281.62 ms [2022-03-21 20:22:52 main:574] : INFO : Epoch 1776 | loss: 0.0311939 | val_loss: 0.031189 | Time: 2219.17 ms [2022-03-21 20:22:54 main:574] : INFO : Epoch 1777 | loss: 0.0311921 | val_loss: 0.0311892 | Time: 2136.65 ms [2022-03-21 20:22:56 main:574] : INFO : Epoch 1778 | loss: 0.0311914 | val_loss: 0.0311874 | Time: 2111.2 ms [2022-03-21 20:22:58 main:574] : INFO : Epoch 1779 | loss: 0.0311908 | val_loss: 0.0311908 | Time: 2192.15 ms [2022-03-21 20:23:01 main:574] : INFO : Epoch 1780 | loss: 0.0311946 | val_loss: 0.031192 | Time: 2222.16 ms [2022-03-21 20:23:03 main:574] : INFO : Epoch 1781 | loss: 0.0311944 | val_loss: 0.0311937 | Time: 2222.09 ms [2022-03-21 20:23:05 main:574] : INFO : Epoch 1782 | loss: 0.0311948 | val_loss: 0.0311932 | Time: 2252.48 ms [2022-03-21 20:23:07 main:574] : INFO : Epoch 1783 | loss: 0.0311929 | val_loss: 0.0311935 | Time: 2173.61 ms [2022-03-21 20:23:10 main:574] : INFO : Epoch 1784 | loss: 0.0311914 | val_loss: 0.0311932 | Time: 2145.53 ms [2022-03-21 20:23:12 main:574] : INFO : Epoch 1785 | loss: 0.0311896 | val_loss: 0.0311904 | Time: 2204.17 ms [2022-03-21 20:23:14 main:574] : INFO : Epoch 1786 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 2185.36 ms [2022-03-21 20:23:16 main:574] : INFO : Epoch 1787 | loss: 0.0311985 | val_loss: 0.0311933 | Time: 2236.48 ms [2022-03-21 20:23:18 main:574] : INFO : Epoch 1788 | loss: 0.0311974 | val_loss: 0.0311931 | Time: 2164.49 ms [2022-03-21 20:23:20 main:574] : INFO : Epoch 1789 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 2151.14 ms [2022-03-21 20:23:23 main:574] : INFO : Epoch 1790 | loss: 0.0311888 | val_loss: 0.0311881 | Time: 2226.4 ms [2022-03-21 20:23:25 main:574] : INFO : Epoch 1791 | loss: 0.0311883 | val_loss: 0.0311893 | Time: 2318.78 ms [2022-03-21 20:23:27 main:574] : INFO : Epoch 1792 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 2280.61 ms [2022-03-21 20:23:30 main:574] : INFO : Epoch 1793 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 2221.02 ms [2022-03-21 20:23:32 main:574] : INFO : Epoch 1794 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 2154.6 ms [2022-03-21 20:23:34 main:574] : INFO : Epoch 1795 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 2243.9 ms [2022-03-21 20:23:36 main:574] : INFO : Epoch 1796 | loss: 0.0311855 | val_loss: 0.0311859 | Time: 2267.06 ms [2022-03-21 20:23:38 main:574] : INFO : Epoch 1797 | loss: 0.0311845 | val_loss: 0.0311849 | Time: 2203.35 ms [2022-03-21 20:23:41 main:574] : INFO : Epoch 1798 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 2235.19 ms [2022-03-21 20:23:43 main:574] : INFO : Epoch 1799 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 2179.9 ms [2022-03-21 20:23:45 main:574] : INFO : Epoch 1800 | loss: 0.0311832 | val_loss: 0.0311831 | Time: 2220.93 ms [2022-03-21 20:23:47 main:574] : INFO : Epoch 1801 | loss: 0.0311829 | val_loss: 0.031182 | Time: 2251.29 ms [2022-03-21 20:23:50 main:574] : INFO : Epoch 1802 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 2223.56 ms [2022-03-21 20:23:52 main:574] : INFO : Epoch 1803 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 2232 ms [2022-03-21 20:23:54 main:574] : INFO : Epoch 1804 | loss: 0.0311816 | val_loss: 0.0311809 | Time: 2247.46 ms [2022-03-21 20:23:56 main:574] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 2172.56 ms [2022-03-21 20:23:58 main:574] : INFO : Epoch 1806 | loss: 0.0311814 | val_loss: 0.031182 | Time: 2250.87 ms [2022-03-21 20:24:01 main:574] : INFO : Epoch 1807 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 2204.09 ms [2022-03-21 20:24:03 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 2199.04 ms [2022-03-21 20:24:05 main:574] : INFO : Epoch 1809 | loss: 0.0311792 | val_loss: 0.0311805 | Time: 2261.15 ms [2022-03-21 20:24:07 main:574] : INFO : Epoch 1810 | loss: 0.031178 | val_loss: 0.0311808 | Time: 2218.78 ms [2022-03-21 20:24:10 main:574] : INFO : Epoch 1811 | loss: 0.0311784 | val_loss: 0.0311835 | Time: 2269.89 ms [2022-03-21 20:24:12 main:574] : INFO : Epoch 1812 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 2188.76 ms [2022-03-21 20:24:14 main:574] : INFO : Epoch 1813 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 2184.2 ms [2022-03-21 20:24:16 main:574] : INFO : Epoch 1814 | loss: 0.031177 | val_loss: 0.0311806 | Time: 2234.53 ms [2022-03-21 20:24:19 main:574] : INFO : Epoch 1815 | loss: 0.0311768 | val_loss: 0.0311797 | Time: 2256.64 ms [2022-03-21 20:24:21 main:574] : INFO : Epoch 1816 | loss: 0.0311766 | val_loss: 0.0311803 | Time: 2177.57 ms [2022-03-21 20:24:23 main:574] : INFO : Epoch 1817 | loss: 0.0311758 | val_loss: 0.03118 | Time: 2193.63 ms [2022-03-21 20:24:25 main:574] : INFO : Epoch 1818 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 2156.34 ms [2022-03-21 20:24:27 main:574] : INFO : Epoch 1819 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 2128.37 ms [2022-03-21 20:24:29 main:574] : INFO : Epoch 1820 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 2191.52 ms [2022-03-21 20:24:32 main:574] : INFO : Epoch 1821 | loss: 0.031177 | val_loss: 0.03118 | Time: 2356.58 ms [2022-03-21 20:24:34 main:574] : INFO : Epoch 1822 | loss: 0.0311759 | val_loss: 0.0311856 | Time: 2172.71 ms [2022-03-21 20:24:36 main:574] : INFO : Epoch 1823 | loss: 0.0311816 | val_loss: 0.0311801 | Time: 2248.82 ms [2022-03-21 20:24:38 main:574] : INFO : Epoch 1824 | loss: 0.0311805 | val_loss: 0.0311801 | Time: 2147.73 ms [2022-03-21 20:24:41 main:574] : INFO : Epoch 1825 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 2247.55 ms [2022-03-21 20:24:43 main:574] : INFO : Epoch 1826 | loss: 0.0311762 | val_loss: 0.0311797 | Time: 2238.51 ms [2022-03-21 20:24:45 main:574] : INFO : Epoch 1827 | loss: 0.0311752 | val_loss: 0.03118 | Time: 2187.77 ms [2022-03-21 20:24:47 main:574] : INFO : Epoch 1828 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 2247.96 ms [2022-03-21 20:24:49 main:574] : INFO : Epoch 1829 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 2125.26 ms [2022-03-21 20:24:52 main:574] : INFO : Epoch 1830 | loss: 0.0311776 | val_loss: 0.0311842 | Time: 2159.47 ms [2022-03-21 20:24:54 main:574] : INFO : Epoch 1831 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 2188.14 ms [2022-03-21 20:24:56 main:574] : INFO : Epoch 1832 | loss: 0.031178 | val_loss: 0.0311792 | Time: 2118.16 ms [2022-03-21 20:24:58 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 2297.51 ms [2022-03-21 20:25:00 main:574] : INFO : Epoch 1834 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 2160.67 ms [2022-03-21 20:25:03 main:574] : INFO : Epoch 1835 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 2135.15 ms [2022-03-21 20:25:05 main:574] : INFO : Epoch 1836 | loss: 0.0311749 | val_loss: 0.0311796 | Time: 2231.32 ms [2022-03-21 20:25:07 main:574] : INFO : Epoch 1837 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2214.92 ms [2022-03-21 20:25:09 main:574] : INFO : Epoch 1838 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 2143.06 ms [2022-03-21 20:25:11 main:574] : INFO : Epoch 1839 | loss: 0.0311826 | val_loss: 0.0311833 | Time: 2161.93 ms [2022-03-21 20:25:14 main:574] : INFO : Epoch 1840 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 2236.1 ms [2022-03-21 20:25:16 main:574] : INFO : Epoch 1841 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 2214.22 ms [2022-03-21 20:25:18 main:574] : INFO : Epoch 1842 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 2254.37 ms [2022-03-21 20:25:20 main:574] : INFO : Epoch 1843 | loss: 0.031174 | val_loss: 0.0311767 | Time: 2164.43 ms [2022-03-21 20:25:22 main:574] : INFO : Epoch 1844 | loss: 0.0311734 | val_loss: 0.0311762 | Time: 2150.15 ms [2022-03-21 20:25:25 main:574] : INFO : Epoch 1845 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2178.72 ms [2022-03-21 20:25:27 main:574] : INFO : Epoch 1846 | loss: 0.0311763 | val_loss: 0.0311812 | Time: 2169.77 ms [2022-03-21 20:25:29 main:574] : INFO : Epoch 1847 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2217.82 ms [2022-03-21 20:25:31 main:574] : INFO : Epoch 1848 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 2145.56 ms [2022-03-21 20:25:33 main:574] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 2229.48 ms [2022-03-21 20:25:36 main:574] : INFO : Epoch 1850 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 2187.26 ms [2022-03-21 20:25:38 main:574] : INFO : Epoch 1851 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 2225.91 ms [2022-03-21 20:25:40 main:574] : INFO : Epoch 1852 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 2211.33 ms [2022-03-21 20:25:42 main:574] : INFO : Epoch 1853 | loss: 0.031174 | val_loss: 0.0311784 | Time: 2266.48 ms [2022-03-21 20:25:44 main:574] : INFO : Epoch 1854 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2205.76 ms [2022-03-21 20:25:47 main:574] : INFO : Epoch 1855 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 2232.01 ms [2022-03-21 20:25:49 main:574] : INFO : Epoch 1856 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 2148.18 ms [2022-03-21 20:25:51 main:574] : INFO : Epoch 1857 | loss: 0.0311723 | val_loss: 0.0311791 | Time: 2218.37 ms [2022-03-21 20:25:53 main:574] : INFO : Epoch 1858 | loss: 0.0311722 | val_loss: 0.0311798 | Time: 2210.11 ms [2022-03-21 20:25:56 main:574] : INFO : Epoch 1859 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2230.88 ms [2022-03-21 20:25:58 main:574] : INFO : Epoch 1860 | loss: 0.0311718 | val_loss: 0.0311793 | Time: 2201.87 ms [2022-03-21 20:26:00 main:574] : INFO : Epoch 1861 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 2204.09 ms [2022-03-21 20:26:02 main:574] : INFO : Epoch 1862 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2217.88 ms [2022-03-21 20:26:04 main:574] : INFO : Epoch 1863 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 2201.54 ms [2022-03-21 20:26:07 main:574] : INFO : Epoch 1864 | loss: 0.0311717 | val_loss: 0.0311793 | Time: 2180.22 ms [2022-03-21 20:26:09 main:574] : INFO : Epoch 1865 | loss: 0.0311714 | val_loss: 0.031178 | Time: 2286.4 ms [2022-03-21 20:26:11 main:574] : INFO : Epoch 1866 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 2196.34 ms [2022-03-21 20:26:13 main:574] : INFO : Epoch 1867 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 2207.88 ms [2022-03-21 20:26:16 main:574] : INFO : Epoch 1868 | loss: 0.0311706 | val_loss: 0.031177 | Time: 2229.05 ms [2022-03-21 20:26:18 main:574] : INFO : Epoch 1869 | loss: 0.0311711 | val_loss: 0.031179 | Time: 2228.45 ms [2022-03-21 20:26:20 main:574] : INFO : Epoch 1870 | loss: 0.0311718 | val_loss: 0.0311782 | Time: 2183.28 ms [2022-03-21 20:26:22 main:574] : INFO : Epoch 1871 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 2283.36 ms [2022-03-21 20:26:24 main:574] : INFO : Epoch 1872 | loss: 0.0311751 | val_loss: 0.0311862 | Time: 2239.86 ms [2022-03-21 20:26:27 main:574] : INFO : Epoch 1873 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 2259.52 ms [2022-03-21 20:26:29 main:574] : INFO : Epoch 1874 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2247.61 ms [2022-03-21 20:26:31 main:574] : INFO : Epoch 1875 | loss: 0.0311709 | val_loss: 0.0311784 | Time: 2203.32 ms [2022-03-21 20:26:33 main:574] : INFO : Epoch 1876 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 2232.09 ms [2022-03-21 20:26:36 main:574] : INFO : Epoch 1877 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 2190.75 ms [2022-03-21 20:26:38 main:574] : INFO : Epoch 1878 | loss: 0.0311708 | val_loss: 0.0311791 | Time: 2254.74 ms [2022-03-21 20:26:40 main:574] : INFO : Epoch 1879 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 2365.71 ms [2022-03-21 20:26:43 main:574] : INFO : Epoch 1880 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 2281.47 ms [2022-03-21 20:26:45 main:574] : INFO : Epoch 1881 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 2221.6 ms [2022-03-21 20:26:47 main:574] : INFO : Epoch 1882 | loss: 0.0311697 | val_loss: 0.0311783 | Time: 2246.17 ms [2022-03-21 20:26:49 main:574] : INFO : Epoch 1883 | loss: 0.0311693 | val_loss: 0.0311783 | Time: 2274.25 ms [2022-03-21 20:26:52 main:574] : INFO : Epoch 1884 | loss: 0.0311689 | val_loss: 0.031179 | Time: 2226.8 ms [2022-03-21 20:26:54 main:574] : INFO : Epoch 1885 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2284.79 ms [2022-03-21 20:26:56 main:574] : INFO : Epoch 1886 | loss: 0.0311698 | val_loss: 0.0311816 | Time: 2264.32 ms [2022-03-21 20:26:58 main:574] : INFO : Epoch 1887 | loss: 0.0311709 | val_loss: 0.0311806 | Time: 2227.8 ms [2022-03-21 20:27:01 main:574] : INFO : Epoch 1888 | loss: 0.031169 | val_loss: 0.0311786 | Time: 2197.86 ms [2022-03-21 20:27:03 main:574] : INFO : Epoch 1889 | loss: 0.031169 | val_loss: 0.0311769 | Time: 2182.73 ms [2022-03-21 20:27:05 main:574] : INFO : Epoch 1890 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 2186.35 ms [2022-03-21 20:27:07 main:574] : INFO : Epoch 1891 | loss: 0.0311683 | val_loss: 0.03118 | Time: 2264.29 ms [2022-03-21 20:27:10 main:574] : INFO : Epoch 1892 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 2343.76 ms [2022-03-21 20:27:12 main:574] : INFO : Epoch 1893 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 2193.75 ms [2022-03-21 20:27:14 main:574] : INFO : Epoch 1894 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 2199.51 ms [2022-03-21 20:27:16 main:574] : INFO : Epoch 1895 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 2270.72 ms [2022-03-21 20:27:18 main:574] : INFO : Epoch 1896 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2228.2 ms [2022-03-21 20:27:21 main:574] : INFO : Epoch 1897 | loss: 0.031169 | val_loss: 0.0311765 | Time: 2229.91 ms [2022-03-21 20:27:23 main:574] : INFO : Epoch 1898 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2184.87 ms [2022-03-21 20:27:25 main:574] : INFO : Epoch 1899 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 2215.02 ms [2022-03-21 20:27:27 main:574] : INFO : Epoch 1900 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 2249.59 ms [2022-03-21 20:27:30 main:574] : INFO : Epoch 1901 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 2224.02 ms [2022-03-21 20:27:32 main:574] : INFO : Epoch 1902 | loss: 0.0311775 | val_loss: 0.0311781 | Time: 2197.35 ms [2022-03-21 20:27:34 main:574] : INFO : Epoch 1903 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 2199.89 ms [2022-03-21 20:27:36 main:574] : INFO : Epoch 1904 | loss: 0.0311758 | val_loss: 0.0311779 | Time: 2201.46 ms [2022-03-21 20:27:38 main:574] : INFO : Epoch 1905 | loss: 0.0311751 | val_loss: 0.0311773 | Time: 2221.7 ms [2022-03-21 20:27:41 main:574] : INFO : Epoch 1906 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 2197.08 ms [2022-03-21 20:27:43 main:574] : INFO : Epoch 1907 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 2220.82 ms [2022-03-21 20:27:45 main:574] : INFO : Epoch 1908 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 2176.65 ms [2022-03-21 20:27:47 main:574] : INFO : Epoch 1909 | loss: 0.0311741 | val_loss: 0.0311774 | Time: 2312.4 ms [2022-03-21 20:27:50 main:574] : INFO : Epoch 1910 | loss: 0.0311733 | val_loss: 0.0311765 | Time: 2178.59 ms [2022-03-21 20:27:52 main:574] : INFO : Epoch 1911 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 2235.5 ms [2022-03-21 20:27:54 main:574] : INFO : Epoch 1912 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 2305.39 ms [2022-03-21 20:27:56 main:574] : INFO : Epoch 1913 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 2224.99 ms [2022-03-21 20:27:58 main:574] : INFO : Epoch 1914 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 2184.74 ms [2022-03-21 20:28:01 main:574] : INFO : Epoch 1915 | loss: 0.0311711 | val_loss: 0.0311772 | Time: 2237.93 ms [2022-03-21 20:28:03 main:574] : INFO : Epoch 1916 | loss: 0.0311718 | val_loss: 0.0311764 | Time: 2228.97 ms [2022-03-21 20:28:05 main:574] : INFO : Epoch 1917 | loss: 0.0311727 | val_loss: 0.0311784 | Time: 2197.81 ms [2022-03-21 20:28:07 main:574] : INFO : Epoch 1918 | loss: 0.0311731 | val_loss: 0.0311818 | Time: 2154.23 ms [2022-03-21 20:28:10 main:574] : INFO : Epoch 1919 | loss: 0.031173 | val_loss: 0.031178 | Time: 2171.45 ms [2022-03-21 20:28:12 main:574] : INFO : Epoch 1920 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2257.02 ms [2022-03-21 20:28:14 main:574] : INFO : Epoch 1921 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 2228.5 ms [2022-03-21 20:28:16 main:574] : INFO : Epoch 1922 | loss: 0.0311728 | val_loss: 0.031176 | Time: 2212.33 ms [2022-03-21 20:28:18 main:574] : INFO : Epoch 1923 | loss: 0.0311719 | val_loss: 0.0311761 | Time: 2229.38 ms [2022-03-21 20:28:21 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2258.74 ms [2022-03-21 20:28:23 main:574] : INFO : Epoch 1925 | loss: 0.0311723 | val_loss: 0.0311816 | Time: 2196.02 ms [2022-03-21 20:28:25 main:574] : INFO : Epoch 1926 | loss: 0.0311718 | val_loss: 0.0311775 | Time: 2274.26 ms [2022-03-21 20:28:27 main:574] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.031178 | Time: 2145.31 ms [2022-03-21 20:28:30 main:574] : INFO : Epoch 1928 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 2220.29 ms [2022-03-21 20:28:32 main:574] : INFO : Epoch 1929 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 2195.24 ms [2022-03-21 20:28:34 main:574] : INFO : Epoch 1930 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 2224.75 ms [2022-03-21 20:28:36 main:574] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2224.55 ms [2022-03-21 20:28:38 main:574] : INFO : Epoch 1932 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 2241 ms [2022-03-21 20:28:41 main:574] : INFO : Epoch 1933 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2140.51 ms [2022-03-21 20:28:43 main:574] : INFO : Epoch 1934 | loss: 0.0311708 | val_loss: 0.0311773 | Time: 2235.29 ms [2022-03-21 20:28:45 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 2238.58 ms [2022-03-21 20:28:47 main:574] : INFO : Epoch 1936 | loss: 0.0311707 | val_loss: 0.031175 | Time: 2244.39 ms [2022-03-21 20:28:50 main:574] : INFO : Epoch 1937 | loss: 0.03117 | val_loss: 0.0311771 | Time: 2194.41 ms [2022-03-21 20:28:52 main:574] : INFO : Epoch 1938 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 2196.62 ms [2022-03-21 20:28:54 main:574] : INFO : Epoch 1939 | loss: 0.0311695 | val_loss: 0.0311743 | Time: 2194.05 ms [2022-03-21 20:28:56 main:574] : INFO : Epoch 1940 | loss: 0.0311716 | val_loss: 0.0311746 | Time: 2221.08 ms [2022-03-21 20:28:58 main:574] : INFO : Epoch 1941 | loss: 0.0311701 | val_loss: 0.0311739 | Time: 2213.37 ms [2022-03-21 20:29:01 main:574] : INFO : Epoch 1942 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 2172.57 ms [2022-03-21 20:29:03 main:574] : INFO : Epoch 1943 | loss: 0.0311695 | val_loss: 0.0311753 | Time: 2177.83 ms [2022-03-21 20:29:05 main:574] : INFO : Epoch 1944 | loss: 0.0311701 | val_loss: 0.0311744 | Time: 2207.35 ms [2022-03-21 20:29:07 main:574] : INFO : Epoch 1945 | loss: 0.0311712 | val_loss: 0.031174 | Time: 2237.9 ms [2022-03-21 20:29:09 main:574] : INFO : Epoch 1946 | loss: 0.031171 | val_loss: 0.0311745 | Time: 2149.13 ms [2022-03-21 20:29:12 main:574] : INFO : Epoch 1947 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 2319.04 ms [2022-03-21 20:29:14 main:574] : INFO : Epoch 1948 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2212.54 ms [2022-03-21 20:29:16 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311884 | Time: 2308.1 ms [2022-03-21 20:29:19 main:574] : INFO : Epoch 1950 | loss: 0.0311835 | val_loss: 0.0311783 | Time: 2259.77 ms [2022-03-21 20:29:21 main:574] : INFO : Epoch 1951 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 2189.84 ms [2022-03-21 20:29:23 main:574] : INFO : Epoch 1952 | loss: 0.0311751 | val_loss: 0.0311761 | Time: 2258.97 ms [2022-03-21 20:29:25 main:574] : INFO : Epoch 1953 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 2213.63 ms [2022-03-21 20:29:27 main:574] : INFO : Epoch 1954 | loss: 0.0311738 | val_loss: 0.0311747 | Time: 2253.65 ms [2022-03-21 20:29:30 main:574] : INFO : Epoch 1955 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 2170.24 ms [2022-03-21 20:29:32 main:574] : INFO : Epoch 1956 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2223.4 ms [2022-03-21 20:29:34 main:574] : INFO : Epoch 1957 | loss: 0.0311715 | val_loss: 0.0311724 | Time: 2226.69 ms [2022-03-21 20:29:36 main:574] : INFO : Epoch 1958 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 2253.46 ms [2022-03-21 20:29:39 main:574] : INFO : Epoch 1959 | loss: 0.0311721 | val_loss: 0.0311738 | Time: 2276.97 ms [2022-03-21 20:29:41 main:574] : INFO : Epoch 1960 | loss: 0.0311721 | val_loss: 0.0311739 | Time: 2230.37 ms [2022-03-21 20:29:43 main:574] : INFO : Epoch 1961 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2204.81 ms [2022-03-21 20:29:45 main:574] : INFO : Epoch 1962 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 2212.86 ms [2022-03-21 20:29:47 main:574] : INFO : Epoch 1963 | loss: 0.0311688 | val_loss: 0.031172 | Time: 2209.05 ms [2022-03-21 20:29:50 main:574] : INFO : Epoch 1964 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 2206.8 ms [2022-03-21 20:29:52 main:574] : INFO : Epoch 1965 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 2255.17 ms [2022-03-21 20:29:54 main:574] : INFO : Epoch 1966 | loss: 0.0311681 | val_loss: 0.0311746 | Time: 2133.93 ms [2022-03-21 20:29:56 main:574] : INFO : Epoch 1967 | loss: 0.0311696 | val_loss: 0.0311734 | Time: 2262.07 ms [2022-03-21 20:29:59 main:574] : INFO : Epoch 1968 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2218.33 ms [2022-03-21 20:30:01 main:574] : INFO : Epoch 1969 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 2304.14 ms [2022-03-21 20:30:03 main:574] : INFO : Epoch 1970 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 2231.88 ms [2022-03-21 20:30:05 main:574] : INFO : Epoch 1971 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 2214.89 ms [2022-03-21 20:30:08 main:574] : INFO : Epoch 1972 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 2231.8 ms [2022-03-21 20:30:10 main:574] : INFO : Epoch 1973 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2157 ms [2022-03-21 20:30:12 main:574] : INFO : Epoch 1974 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 2231.01 ms [2022-03-21 20:30:14 main:574] : INFO : Epoch 1975 | loss: 0.0311674 | val_loss: 0.0311756 | Time: 2182.82 ms [2022-03-21 20:30:16 main:574] : INFO : Epoch 1976 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 2186.35 ms [2022-03-21 20:30:19 main:574] : INFO : Epoch 1977 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 2205.38 ms [2022-03-21 20:30:21 main:574] : INFO : Epoch 1978 | loss: 0.0311675 | val_loss: 0.0311748 | Time: 2245.19 ms [2022-03-21 20:30:23 main:574] : INFO : Epoch 1979 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 2260.41 ms [2022-03-21 20:30:25 main:574] : INFO : Epoch 1980 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 2284.71 ms [2022-03-21 20:30:28 main:574] : INFO : Epoch 1981 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 2304.9 ms [2022-03-21 20:30:30 main:574] : INFO : Epoch 1982 | loss: 0.0311653 | val_loss: 0.0311758 | Time: 2234.86 ms [2022-03-21 20:30:32 main:574] : INFO : Epoch 1983 | loss: 0.0311653 | val_loss: 0.031175 | Time: 2220.42 ms [2022-03-21 20:30:34 main:574] : INFO : Epoch 1984 | loss: 0.0311654 | val_loss: 0.0311749 | Time: 2226.79 ms [2022-03-21 20:30:37 main:574] : INFO : Epoch 1985 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 2203.06 ms [2022-03-21 20:30:39 main:574] : INFO : Epoch 1986 | loss: 0.0311665 | val_loss: 0.0311763 | Time: 2244.5 ms [2022-03-21 20:30:41 main:574] : INFO : Epoch 1987 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2225.08 ms [2022-03-21 20:30:43 main:574] : INFO : Epoch 1988 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2202.5 ms [2022-03-21 20:30:46 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 2274.15 ms [2022-03-21 20:30:48 main:574] : INFO : Epoch 1990 | loss: 0.0311694 | val_loss: 0.0311738 | Time: 2225.85 ms [2022-03-21 20:30:50 main:574] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 2192.86 ms [2022-03-21 20:30:52 main:574] : INFO : Epoch 1992 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2211.44 ms [2022-03-21 20:30:54 main:574] : INFO : Epoch 1993 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 2160.84 ms [2022-03-21 20:30:57 main:574] : INFO : Epoch 1994 | loss: 0.0311672 | val_loss: 0.0311747 | Time: 2237.62 ms [2022-03-21 20:30:59 main:574] : INFO : Epoch 1995 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2118.51 ms [2022-03-21 20:31:01 main:574] : INFO : Epoch 1996 | loss: 0.0311682 | val_loss: 0.031176 | Time: 2150.23 ms [2022-03-21 20:31:03 main:574] : INFO : Epoch 1997 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 2242.84 ms [2022-03-21 20:31:05 main:574] : INFO : Epoch 1998 | loss: 0.0311726 | val_loss: 0.0311809 | Time: 2226.46 ms [2022-03-21 20:31:08 main:574] : INFO : Epoch 1999 | loss: 0.031174 | val_loss: 0.0311787 | Time: 2162.15 ms [2022-03-21 20:31:10 main:574] : INFO : Epoch 2000 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 2252.68 ms [2022-03-21 20:31:12 main:574] : INFO : Epoch 2001 | loss: 0.031171 | val_loss: 0.0311757 | Time: 2199.98 ms [2022-03-21 20:31:14 main:574] : INFO : Epoch 2002 | loss: 0.031172 | val_loss: 0.0311813 | Time: 2198.29 ms [2022-03-21 20:31:16 main:574] : INFO : Epoch 2003 | loss: 0.0311755 | val_loss: 0.0311857 | Time: 2155.63 ms [2022-03-21 20:31:19 main:574] : INFO : Epoch 2004 | loss: 0.0311736 | val_loss: 0.031186 | Time: 2236.81 ms [2022-03-21 20:31:21 main:574] : INFO : Epoch 2005 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2212.13 ms [2022-03-21 20:31:23 main:574] : INFO : Epoch 2006 | loss: 0.031169 | val_loss: 0.0311765 | Time: 2240.04 ms [2022-03-21 20:31:25 main:574] : INFO : Epoch 2007 | loss: 0.0311681 | val_loss: 0.0311772 | Time: 2229.69 ms [2022-03-21 20:31:28 main:574] : INFO : Epoch 2008 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 2254.29 ms [2022-03-21 20:31:30 main:574] : INFO : Epoch 2009 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 2196.88 ms [2022-03-21 20:31:32 main:574] : INFO : Epoch 2010 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 2225.69 ms [2022-03-21 20:31:34 main:574] : INFO : Epoch 2011 | loss: 0.0311694 | val_loss: 0.0311808 | Time: 2275.77 ms [2022-03-21 20:31:37 main:574] : INFO : Epoch 2012 | loss: 0.0311724 | val_loss: 0.0311788 | Time: 2193.73 ms [2022-03-21 20:31:39 main:574] : INFO : Epoch 2013 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 2219.76 ms [2022-03-21 20:31:41 main:574] : INFO : Epoch 2014 | loss: 0.0311705 | val_loss: 0.0311771 | Time: 2152.29 ms [2022-03-21 20:31:43 main:574] : INFO : Epoch 2015 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 2194.95 ms [2022-03-21 20:31:45 main:574] : INFO : Epoch 2016 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 2213.12 ms [2022-03-21 20:31:47 main:574] : INFO : Epoch 2017 | loss: 0.0311686 | val_loss: 0.0311776 | Time: 2160.86 ms [2022-03-21 20:31:50 main:574] : INFO : Epoch 2018 | loss: 0.0311698 | val_loss: 0.0311867 | Time: 2133.75 ms [2022-03-21 20:31:52 main:574] : INFO : Epoch 2019 | loss: 0.0311706 | val_loss: 0.03118 | Time: 2229.71 ms [2022-03-21 20:31:54 main:574] : INFO : Epoch 2020 | loss: 0.0311711 | val_loss: 0.0311771 | Time: 2236.2 ms [2022-03-21 20:31:56 main:574] : INFO : Epoch 2021 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 2191.14 ms [2022-03-21 20:31:58 main:574] : INFO : Epoch 2022 | loss: 0.0311693 | val_loss: 0.0311778 | Time: 2191.2 ms [2022-03-21 20:32:01 main:574] : INFO : Epoch 2023 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 2224.06 ms [2022-03-21 20:32:03 main:574] : INFO : Epoch 2024 | loss: 0.0311683 | val_loss: 0.0311763 | Time: 2111.95 ms [2022-03-21 20:32:05 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 2205.96 ms [2022-03-21 20:32:07 main:574] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 2207.6 ms [2022-03-21 20:32:10 main:574] : INFO : Epoch 2027 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 2313.24 ms [2022-03-21 20:32:12 main:574] : INFO : Epoch 2028 | loss: 0.0311668 | val_loss: 0.031176 | Time: 2109.84 ms [2022-03-21 20:32:14 main:574] : INFO : Epoch 2029 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 2217.07 ms [2022-03-21 20:32:16 main:574] : INFO : Epoch 2030 | loss: 0.0311662 | val_loss: 0.0311782 | Time: 2187.42 ms [2022-03-21 20:32:18 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.0311778 | Time: 2226.27 ms [2022-03-21 20:32:21 main:574] : INFO : Epoch 2032 | loss: 0.0311682 | val_loss: 0.0311793 | Time: 2198.9 ms [2022-03-21 20:32:23 main:574] : INFO : Epoch 2033 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 2192.33 ms [2022-03-21 20:32:25 main:574] : INFO : Epoch 2034 | loss: 0.0311664 | val_loss: 0.0311776 | Time: 2197.26 ms [2022-03-21 20:32:27 main:574] : INFO : Epoch 2035 | loss: 0.0311684 | val_loss: 0.0311814 | Time: 2187.32 ms [2022-03-21 20:32:29 main:574] : INFO : Epoch 2036 | loss: 0.031167 | val_loss: 0.0311813 | Time: 2242.25 ms [2022-03-21 20:32:32 main:574] : INFO : Epoch 2037 | loss: 0.0311676 | val_loss: 0.0311777 | Time: 2146.82 ms [2022-03-21 20:32:34 main:574] : INFO : Epoch 2038 | loss: 0.0311671 | val_loss: 0.0311825 | Time: 2235 ms [2022-03-21 20:32:36 main:574] : INFO : Epoch 2039 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2225.69 ms [2022-03-21 20:32:38 main:574] : INFO : Epoch 2040 | loss: 0.0311719 | val_loss: 0.0311789 | Time: 2176.39 ms [2022-03-21 20:32:40 main:574] : INFO : Epoch 2041 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 2171.51 ms [2022-03-21 20:32:43 main:574] : INFO : Epoch 2042 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 2199.49 ms [2022-03-21 20:32:45 main:574] : INFO : Epoch 2043 | loss: 0.03117 | val_loss: 0.0311771 | Time: 2166.26 ms [2022-03-21 20:32:47 main:574] : INFO : Epoch 2044 | loss: 0.0311698 | val_loss: 0.031176 | Time: 2241.1 ms [2022-03-21 20:32:49 main:574] : INFO : Epoch 2045 | loss: 0.0311696 | val_loss: 0.0311819 | Time: 2319.97 ms [2022-03-21 20:32:51 main:574] : INFO : Epoch 2046 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 2136.26 ms [2022-03-21 20:32:54 main:574] : INFO : Epoch 2047 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 2214.77 ms [2022-03-21 20:32:56 main:574] : INFO : Epoch 2048 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 2192.22 ms [2022-03-21 20:32:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754 [2022-03-21 20:32:56 main:603] : INFO : Saving end state to config to file [2022-03-21 20:32:56 main:608] : INFO : Success, exiting.. 20:32:56 (16820): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)