Task 14627594
| Name | ParityModified-1647048414-10379-3-0_0 |
| Workunit | 11639910 |
| Created | 24 Apr 2022, 5:21:36 UTC |
| Sent | 24 Apr 2022, 5:21:52 UTC |
| Report deadline | 2 May 2022, 5:21:52 UTC |
| Received | 27 Apr 2022, 17:56:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 17 min 9 sec |
| CPU time | 1 hours 15 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,569.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 542 | loss: 0.0311733 | val_loss: 0.0311804 | Time: 2180.85 ms [2022-04-27 19:37:37 main:574] : INFO : Epoch 1543 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 2178.15 ms [2022-04-27 19:37:40 main:574] : INFO : Epoch 1544 | loss: 0.0311742 | val_loss: 0.0311813 | Time: 2117.29 ms [2022-04-27 19:37:42 main:574] : INFO : Epoch 1545 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 2199.54 ms [2022-04-27 19:37:44 main:574] : INFO : Epoch 1546 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2182.21 ms [2022-04-27 19:37:46 main:574] : INFO : Epoch 1547 | loss: 0.0311736 | val_loss: 0.0311824 | Time: 2219.62 ms [2022-04-27 19:37:49 main:574] : INFO : Epoch 1548 | loss: 0.0311738 | val_loss: 0.031181 | Time: 2323.16 ms [2022-04-27 19:37:51 main:574] : INFO : Epoch 1549 | loss: 0.0311737 | val_loss: 0.0311807 | Time: 2446.61 ms [2022-04-27 19:37:53 main:574] : INFO : Epoch 1550 | loss: 0.031174 | val_loss: 0.0311809 | Time: 2323.27 ms [2022-04-27 19:37:56 main:574] : INFO : Epoch 1551 | loss: 0.0311744 | val_loss: 0.0311841 | Time: 2206.52 ms [2022-04-27 19:37:58 main:574] : INFO : Epoch 1552 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 2207.56 ms [2022-04-27 19:38:00 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2399.05 ms [2022-04-27 19:38:02 main:574] : INFO : Epoch 1554 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2304.84 ms [2022-04-27 19:38:05 main:574] : INFO : Epoch 1555 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2260.82 ms [2022-04-27 19:38:07 main:574] : INFO : Epoch 1556 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2317.21 ms [2022-04-27 19:38:09 main:574] : INFO : Epoch 1557 | loss: 0.0311746 | val_loss: 0.0311816 | Time: 2293.63 ms [2022-04-27 19:38:12 main:574] : INFO : Epoch 1558 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 2182.38 ms [2022-04-27 19:38:14 main:574] : INFO : Epoch 1559 | loss: 0.0311736 | val_loss: 0.0311818 | Time: 2261.64 ms [2022-04-27 19:38:16 main:574] : INFO : Epoch 1560 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 2380.49 ms [2022-04-27 19:38:18 main:574] : INFO : Epoch 1561 | loss: 0.031176 | val_loss: 0.0311832 | Time: 2211.01 ms [2022-04-27 19:38:21 main:574] : INFO : Epoch 1562 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 2219.55 ms [2022-04-27 19:38:23 main:574] : INFO : Epoch 1563 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 2266.45 ms [2022-04-27 19:38:25 main:574] : INFO : Epoch 1564 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 2359.91 ms [2022-04-27 19:38:28 main:574] : INFO : Epoch 1565 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2288.55 ms [2022-04-27 19:38:30 main:574] : INFO : Epoch 1566 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2266.97 ms [2022-04-27 19:38:32 main:574] : INFO : Epoch 1567 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2254.16 ms [2022-04-27 19:38:34 main:574] : INFO : Epoch 1568 | loss: 0.0311734 | val_loss: 0.0311825 | Time: 2146.78 ms [2022-04-27 19:38:37 main:574] : INFO : Epoch 1569 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 2307.91 ms [2022-04-27 19:38:39 main:574] : INFO : Epoch 1570 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2212.19 ms [2022-04-27 19:38:41 main:574] : INFO : Epoch 1571 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2150.19 ms [2022-04-27 19:38:43 main:574] : INFO : Epoch 1572 | loss: 0.0311734 | val_loss: 0.0311812 | Time: 2177.07 ms [2022-04-27 19:38:45 main:574] : INFO : Epoch 1573 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 2162.17 ms [2022-04-27 19:38:47 main:574] : INFO : Epoch 1574 | loss: 0.0311746 | val_loss: 0.0311817 | Time: 2121.69 ms [2022-04-27 19:38:50 main:574] : INFO : Epoch 1575 | loss: 0.031174 | val_loss: 0.0311815 | Time: 2147.82 ms [2022-04-27 19:38:52 main:574] : INFO : Epoch 1576 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 2157.31 ms [2022-04-27 19:38:54 main:574] : INFO : Epoch 1577 | loss: 0.031174 | val_loss: 0.031181 | Time: 2141.11 ms [2022-04-27 19:38:56 main:574] : INFO : Epoch 1578 | loss: 0.0311735 | val_loss: 0.0311806 | Time: 2112.1 ms [2022-04-27 19:38:58 main:574] : INFO : Epoch 1579 | loss: 0.0311731 | val_loss: 0.0311821 | Time: 2203.09 ms [2022-04-27 19:39:00 main:574] : INFO : Epoch 1580 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 2150.18 ms [2022-04-27 19:39:02 main:574] : INFO : Epoch 1581 | loss: 0.0311747 | val_loss: 0.031181 | Time: 2123.67 ms [2022-04-27 19:39:05 main:574] : INFO : Epoch 1582 | loss: 0.0311733 | val_loss: 0.0311827 | Time: 2146.02 ms [2022-04-27 19:39:07 main:574] : INFO : Epoch 1583 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 2151.86 ms [2022-04-27 19:39:09 main:574] : INFO : Epoch 1584 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2114.51 ms [2022-04-27 19:39:11 main:574] : INFO : Epoch 1585 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 2126.15 ms [2022-04-27 19:39:13 main:574] : INFO : Epoch 1586 | loss: 0.0311759 | val_loss: 0.0311822 | Time: 2163.94 ms [2022-04-27 19:39:15 main:574] : INFO : Epoch 1587 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 2171.45 ms [2022-04-27 19:39:17 main:574] : INFO : Epoch 1588 | loss: 0.031177 | val_loss: 0.0311809 | Time: 2085.39 ms [2022-04-27 19:39:20 main:574] : INFO : Epoch 1589 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2243.16 ms [2022-04-27 19:39:22 main:574] : INFO : Epoch 1590 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2277.12 ms [2022-04-27 19:39:24 main:574] : INFO : Epoch 1591 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 2133.71 ms [2022-04-27 19:39:26 main:574] : INFO : Epoch 1592 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2103.24 ms [2022-04-27 19:39:28 main:574] : INFO : Epoch 1593 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 2160.3 ms [2022-04-27 19:39:30 main:574] : INFO : Epoch 1594 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2066.72 ms [2022-04-27 19:39:33 main:574] : INFO : Epoch 1595 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2098.47 ms [2022-04-27 19:39:35 main:574] : INFO : Epoch 1596 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 2233.65 ms [2022-04-27 19:39:37 main:574] : INFO : Epoch 1597 | loss: 0.0311734 | val_loss: 0.0311806 | Time: 2162.43 ms [2022-04-27 19:39:39 main:574] : INFO : Epoch 1598 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 2167.82 ms [2022-04-27 19:39:41 main:574] : INFO : Epoch 1599 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 2138.33 ms [2022-04-27 19:39:44 main:574] : INFO : Epoch 1600 | loss: 0.0311755 | val_loss: 0.0311818 | Time: 2301.36 ms [2022-04-27 19:39:46 main:574] : INFO : Epoch 1601 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 2126.9 ms [2022-04-27 19:39:48 main:574] : INFO : Epoch 1602 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 2138.91 ms [2022-04-27 19:39:50 main:574] : INFO : Epoch 1603 | loss: 0.0311741 | val_loss: 0.0311805 | Time: 2162.8 ms [2022-04-27 19:39:52 main:574] : INFO : Epoch 1604 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 2181.39 ms [2022-04-27 19:39:54 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 2091.8 ms [2022-04-27 19:39:57 main:574] : INFO : Epoch 1606 | loss: 0.031174 | val_loss: 0.0311812 | Time: 2208.05 ms [2022-04-27 19:39:59 main:574] : INFO : Epoch 1607 | loss: 0.0311739 | val_loss: 0.0311817 | Time: 2218.58 ms [2022-04-27 19:40:01 main:574] : INFO : Epoch 1608 | loss: 0.0311748 | val_loss: 0.0311862 | Time: 2132.45 ms [2022-04-27 19:40:03 main:574] : INFO : Epoch 1609 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 2150.54 ms [2022-04-27 19:40:05 main:574] : INFO : Epoch 1610 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 2181.66 ms [2022-04-27 19:40:07 main:574] : INFO : Epoch 1611 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2118.65 ms [2022-04-27 19:40:10 main:574] : INFO : Epoch 1612 | loss: 0.0311742 | val_loss: 0.0311837 | Time: 2144.2 ms [2022-04-27 19:40:12 main:574] : INFO : Epoch 1613 | loss: 0.031176 | val_loss: 0.0311816 | Time: 2174.66 ms [2022-04-27 19:40:14 main:574] : INFO : Epoch 1614 | loss: 0.0311753 | val_loss: 0.0311857 | Time: 2118.2 ms [2022-04-27 19:40:16 main:574] : INFO : Epoch 1615 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 2102.11 ms [2022-04-27 19:40:18 main:574] : INFO : Epoch 1616 | loss: 0.0311745 | val_loss: 0.0311814 | Time: 2181.63 ms [2022-04-27 19:40:20 main:574] : INFO : Epoch 1617 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2107.81 ms [2022-04-27 19:40:22 main:574] : INFO : Epoch 1618 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2158.33 ms [2022-04-27 19:40:25 main:574] : INFO : Epoch 1619 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2176.4 ms [2022-04-27 19:40:27 main:574] : INFO : Epoch 1620 | loss: 0.0311739 | val_loss: 0.0311827 | Time: 2170.32 ms [2022-04-27 19:40:29 main:574] : INFO : Epoch 1621 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 2128.89 ms [2022-04-27 19:40:31 main:574] : INFO : Epoch 1622 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2088.87 ms [2022-04-27 19:40:33 main:574] : INFO : Epoch 1623 | loss: 0.031175 | val_loss: 0.0311814 | Time: 2184.5 ms [2022-04-27 19:40:35 main:574] : INFO : Epoch 1624 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2112.03 ms [2022-04-27 19:40:37 main:574] : INFO : Epoch 1625 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 2088.29 ms [2022-04-27 19:40:40 main:574] : INFO : Epoch 1626 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 2147.12 ms [2022-04-27 19:40:42 main:574] : INFO : Epoch 1627 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 2144.77 ms [2022-04-27 19:40:44 main:574] : INFO : Epoch 1628 | loss: 0.031174 | val_loss: 0.0311806 | Time: 2110.37 ms [2022-04-27 19:40:46 main:574] : INFO : Epoch 1629 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 2147.15 ms [2022-04-27 19:40:48 main:574] : INFO : Epoch 1630 | loss: 0.0311738 | val_loss: 0.0311837 | Time: 2167.28 ms [2022-04-27 19:40:50 main:574] : INFO : Epoch 1631 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 2162.61 ms [2022-04-27 19:40:52 main:574] : INFO : Epoch 1632 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2102.21 ms [2022-04-27 19:40:55 main:574] : INFO : Epoch 1633 | loss: 0.0311738 | val_loss: 0.0311842 | Time: 2145.57 ms [2022-04-27 19:40:57 main:574] : INFO : Epoch 1634 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 2088.11 ms [2022-04-27 19:40:59 main:574] : INFO : Epoch 1635 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 2086.12 ms [2022-04-27 19:41:01 main:574] : INFO : Epoch 1636 | loss: 0.0311741 | val_loss: 0.031181 | Time: 2183.15 ms [2022-04-27 19:41:03 main:574] : INFO : Epoch 1637 | loss: 0.0311734 | val_loss: 0.0311804 | Time: 2134.51 ms [2022-04-27 19:41:05 main:574] : INFO : Epoch 1638 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 2127.03 ms [2022-04-27 19:41:07 main:574] : INFO : Epoch 1639 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 2171.39 ms [2022-04-27 19:41:09 main:574] : INFO : Epoch 1640 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 2123.88 ms [2022-04-27 19:41:12 main:574] : INFO : Epoch 1641 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 2138.62 ms [2022-04-27 19:41:14 main:574] : INFO : Epoch 1642 | loss: 0.0311762 | val_loss: 0.0311847 | Time: 2148.18 ms [2022-04-27 19:41:16 main:574] : INFO : Epoch 1643 | loss: 0.0311744 | val_loss: 0.0311815 | Time: 2171.34 ms [2022-04-27 19:41:18 main:574] : INFO : Epoch 1644 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 2181.24 ms [2022-04-27 19:41:20 main:574] : INFO : Epoch 1645 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2167.32 ms [2022-04-27 19:41:22 main:574] : INFO : Epoch 1646 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 2133.92 ms [2022-04-27 19:41:25 main:574] : INFO : Epoch 1647 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2135.42 ms [2022-04-27 19:41:27 main:574] : INFO : Epoch 1648 | loss: 0.0311753 | val_loss: 0.0311839 | Time: 2108.28 ms [2022-04-27 19:41:29 main:574] : INFO : Epoch 1649 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 2134.2 ms [2022-04-27 19:41:31 main:574] : INFO : Epoch 1650 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 2155.27 ms [2022-04-27 19:41:33 main:574] : INFO : Epoch 1651 | loss: 0.0311741 | val_loss: 0.0311815 | Time: 2184.94 ms [2022-04-27 19:41:35 main:574] : INFO : Epoch 1652 | loss: 0.0311741 | val_loss: 0.031182 | Time: 2109.81 ms [2022-04-27 19:41:37 main:574] : INFO : Epoch 1653 | loss: 0.0311754 | val_loss: 0.0311843 | Time: 2127.96 ms [2022-04-27 19:41:40 main:574] : INFO : Epoch 1654 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 2127.11 ms [2022-04-27 19:41:42 main:574] : INFO : Epoch 1655 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2086.74 ms [2022-04-27 19:41:44 main:574] : INFO : Epoch 1656 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 2126.28 ms [2022-04-27 19:41:46 main:574] : INFO : Epoch 1657 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2181.01 ms [2022-04-27 19:41:48 main:574] : INFO : Epoch 1658 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 2130.77 ms [2022-04-27 19:41:50 main:574] : INFO : Epoch 1659 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 2081.46 ms [2022-04-27 19:41:52 main:574] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 2162.05 ms [2022-04-27 19:41:54 main:574] : INFO : Epoch 1661 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2123.95 ms [2022-04-27 19:41:57 main:574] : INFO : Epoch 1662 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2125.87 ms [2022-04-27 19:41:59 main:574] : INFO : Epoch 1663 | loss: 0.0311732 | val_loss: 0.0311833 | Time: 2157.99 ms [2022-04-27 19:42:01 main:574] : INFO : Epoch 1664 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2150.57 ms [2022-04-27 19:42:03 main:574] : INFO : Epoch 1665 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 2119.98 ms [2022-04-27 19:42:05 main:574] : INFO : Epoch 1666 | loss: 0.0311732 | val_loss: 0.0311806 | Time: 2135.74 ms [2022-04-27 19:42:07 main:574] : INFO : Epoch 1667 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2161.53 ms [2022-04-27 19:42:09 main:574] : INFO : Epoch 1668 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2110.61 ms [2022-04-27 19:42:12 main:574] : INFO : Epoch 1669 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 2076.05 ms [2022-04-27 19:42:14 main:574] : INFO : Epoch 1670 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 2174.66 ms [2022-04-27 19:42:16 main:574] : INFO : Epoch 1671 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 2164.58 ms [2022-04-27 19:42:18 main:574] : INFO : Epoch 1672 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 2142.04 ms [2022-04-27 19:42:20 main:574] : INFO : Epoch 1673 | loss: 0.0311742 | val_loss: 0.0311818 | Time: 2180.08 ms [2022-04-27 19:42:22 main:574] : INFO : Epoch 1674 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 2122.53 ms [2022-04-27 19:42:24 main:574] : INFO : Epoch 1675 | loss: 0.0311756 | val_loss: 0.0311848 | Time: 2096.1 ms [2022-04-27 19:42:27 main:574] : INFO : Epoch 1676 | loss: 0.0311748 | val_loss: 0.0311813 | Time: 2126.62 ms [2022-04-27 19:42:29 main:574] : INFO : Epoch 1677 | loss: 0.0311739 | val_loss: 0.031183 | Time: 2284.59 ms [2022-04-27 19:42:31 main:574] : INFO : Epoch 1678 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2220.44 ms [2022-04-27 19:42:33 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.0311805 | Time: 2255.49 ms [2022-04-27 19:42:35 main:574] : INFO : Epoch 1680 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2125.38 ms [2022-04-27 19:42:38 main:574] : INFO : Epoch 1681 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 2139.21 ms [2022-04-27 19:42:40 main:574] : INFO : Epoch 1682 | loss: 0.0311736 | val_loss: 0.0311828 | Time: 2102.6 ms [2022-04-27 19:42:42 main:574] : INFO : Epoch 1683 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 2131.75 ms [2022-04-27 19:42:44 main:574] : INFO : Epoch 1684 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2116.21 ms [2022-04-27 19:42:46 main:574] : INFO : Epoch 1685 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2128.44 ms [2022-04-27 19:42:48 main:574] : INFO : Epoch 1686 | loss: 0.0311754 | val_loss: 0.0311811 | Time: 2100.08 ms [2022-04-27 19:42:50 main:574] : INFO : Epoch 1687 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2162.8 ms [2022-04-27 19:42:52 main:574] : INFO : Epoch 1688 | loss: 0.031175 | val_loss: 0.031181 | Time: 2075.38 ms [2022-04-27 19:42:55 main:574] : INFO : Epoch 1689 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 2091.99 ms [2022-04-27 19:42:57 main:574] : INFO : Epoch 1690 | loss: 0.0311743 | val_loss: 0.031183 | Time: 2155.65 ms [2022-04-27 19:42:59 main:574] : INFO : Epoch 1691 | loss: 0.0311746 | val_loss: 0.0311852 | Time: 2186.41 ms [2022-04-27 19:43:01 main:574] : INFO : Epoch 1692 | loss: 0.0311904 | val_loss: 0.031355 | Time: 2095.57 ms [2022-04-27 19:43:03 main:574] : INFO : Epoch 1693 | loss: 0.0371549 | val_loss: 0.0323365 | Time: 2093.76 ms [2022-04-27 19:43:05 main:574] : INFO : Epoch 1694 | loss: 0.0335367 | val_loss: 0.0414781 | Time: 2154.34 ms [2022-04-27 19:43:07 main:574] : INFO : Epoch 1695 | loss: 0.040924 | val_loss: 0.0339972 | Time: 2148.54 ms [2022-04-27 19:43:10 main:574] : INFO : Epoch 1696 | loss: 0.0321809 | val_loss: 0.0313445 | Time: 2127.83 ms [2022-04-27 19:43:12 main:574] : INFO : Epoch 1697 | loss: 0.0313172 | val_loss: 0.0312447 | Time: 2124.02 ms [2022-04-27 19:43:14 main:574] : INFO : Epoch 1698 | loss: 0.0312064 | val_loss: 0.0311996 | Time: 2211.67 ms [2022-04-27 19:43:16 main:574] : INFO : Epoch 1699 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 2113.24 ms [2022-04-27 19:43:18 main:574] : INFO : Epoch 1700 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 2220.95 ms [2022-04-27 19:43:20 main:574] : INFO : Epoch 1701 | loss: 0.0311814 | val_loss: 0.031188 | Time: 2132.24 ms [2022-04-27 19:43:22 main:574] : INFO : Epoch 1702 | loss: 0.0311806 | val_loss: 0.0311874 | Time: 2091.83 ms [2022-04-27 19:43:25 main:574] : INFO : Epoch 1703 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 2149.53 ms [2022-04-27 19:43:27 main:574] : INFO : Epoch 1704 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 2680.05 ms [2022-04-27 19:43:30 main:574] : INFO : Epoch 1705 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 2762.55 ms [2022-04-27 19:43:33 main:574] : INFO : Epoch 1706 | loss: 0.0311792 | val_loss: 0.0311864 | Time: 2575.89 ms [2022-04-27 19:43:35 main:574] : INFO : Epoch 1707 | loss: 0.031179 | val_loss: 0.0311861 | Time: 2541.91 ms [2022-04-27 19:43:38 main:574] : INFO : Epoch 1708 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 2604.13 ms [2022-04-27 19:43:40 main:574] : INFO : Epoch 1709 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 2494.8 ms [2022-04-27 19:43:43 main:574] : INFO : Epoch 1710 | loss: 0.0311779 | val_loss: 0.031185 | Time: 2388.87 ms [2022-04-27 19:43:45 main:574] : INFO : Epoch 1711 | loss: 0.0311778 | val_loss: 0.0311849 | Time: 2504.74 ms [2022-04-27 19:43:48 main:574] : INFO : Epoch 1712 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2453.23 ms [2022-04-27 19:43:51 main:574] : INFO : Epoch 1713 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 2809.59 ms [2022-04-27 19:43:53 main:574] : INFO : Epoch 1714 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 2538.94 ms [2022-04-27 19:43:56 main:574] : INFO : Epoch 1715 | loss: 0.0311769 | val_loss: 0.0311843 | Time: 2489.54 ms [2022-04-27 19:43:58 main:574] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 2166.93 ms [2022-04-27 19:44:02 main:574] : INFO : Epoch 1717 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 2419.92 ms [2022-04-27 19:44:04 main:574] : INFO : Epoch 1718 | loss: 0.0311764 | val_loss: 0.031184 | Time: 2325.86 ms [2022-04-27 19:44:07 main:574] : INFO : Epoch 1719 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 2348.41 ms [2022-04-27 19:44:10 main:574] : INFO : Epoch 1720 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 2620.24 ms [2022-04-27 19:44:14 main:574] : INFO : Epoch 1721 | loss: 0.031176 | val_loss: 0.0311836 | Time: 2320.92 ms [2022-04-27 19:44:22 main:574] : INFO : Epoch 1722 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 2359.19 ms [2022-04-27 19:44:26 main:574] : INFO : Epoch 1723 | loss: 0.0311759 | val_loss: 0.0311832 | Time: 2316.21 ms [2022-04-27 19:44:28 main:574] : INFO : Epoch 1724 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 2423.58 ms [2022-04-27 19:44:31 main:574] : INFO : Epoch 1725 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 2447.84 ms [2022-04-27 19:44:33 main:574] : INFO : Epoch 1726 | loss: 0.0311753 | val_loss: 0.0311831 | Time: 2345.32 ms [2022-04-27 19:44:36 main:574] : INFO : Epoch 1727 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 2447.14 ms [2022-04-27 19:44:38 main:574] : INFO : Epoch 1728 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 2245.33 ms [2022-04-27 19:44:43 main:574] : INFO : Epoch 1729 | loss: 0.0311753 | val_loss: 0.0311835 | Time: 2336.63 ms [2022-04-27 19:44:45 main:574] : INFO : Epoch 1730 | loss: 0.0311752 | val_loss: 0.0311833 | Time: 2242.18 ms [2022-04-27 19:44:47 main:574] : INFO : Epoch 1731 | loss: 0.0311752 | val_loss: 0.031183 | Time: 2201.98 ms [2022-04-27 19:44:50 main:574] : INFO : Epoch 1732 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 2157.49 ms [2022-04-27 19:44:52 main:574] : INFO : Epoch 1733 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 2199.44 ms [2022-04-27 19:44:54 main:574] : INFO : Epoch 1734 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2317.47 ms [2022-04-27 19:44:57 main:574] : INFO : Epoch 1735 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 2264.26 ms [2022-04-27 19:44:59 main:574] : INFO : Epoch 1736 | loss: 0.0311747 | val_loss: 0.0311824 | Time: 2149.65 ms [2022-04-27 19:45:01 main:574] : INFO : Epoch 1737 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 2269.11 ms [2022-04-27 19:45:04 main:574] : INFO : Epoch 1738 | loss: 0.0311747 | val_loss: 0.0311822 | Time: 2332.2 ms [2022-04-27 19:45:06 main:574] : INFO : Epoch 1739 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 2232.14 ms [2022-04-27 19:45:08 main:574] : INFO : Epoch 1740 | loss: 0.0311741 | val_loss: 0.031182 | Time: 2218.23 ms [2022-04-27 19:45:11 main:574] : INFO : Epoch 1741 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 2264.4 ms [2022-04-27 19:45:13 main:574] : INFO : Epoch 1742 | loss: 0.0311742 | val_loss: 0.031182 | Time: 2211.93 ms [2022-04-27 19:45:15 main:574] : INFO : Epoch 1743 | loss: 0.0311741 | val_loss: 0.0311819 | Time: 2150.87 ms [2022-04-27 19:45:17 main:574] : INFO : Epoch 1744 | loss: 0.0311741 | val_loss: 0.031182 | Time: 2273.02 ms [2022-04-27 19:45:19 main:574] : INFO : Epoch 1745 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2211.09 ms [2022-04-27 19:45:22 main:574] : INFO : Epoch 1746 | loss: 0.0311743 | val_loss: 0.031182 | Time: 2197.02 ms [2022-04-27 19:45:24 main:574] : INFO : Epoch 1747 | loss: 0.0311738 | val_loss: 0.0311816 | Time: 2148.76 ms [2022-04-27 19:45:26 main:574] : INFO : Epoch 1748 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 2198.53 ms [2022-04-27 19:45:28 main:574] : INFO : Epoch 1749 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2094.4 ms [2022-04-27 19:45:30 main:574] : INFO : Epoch 1750 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2182.62 ms [2022-04-27 19:45:32 main:574] : INFO : Epoch 1751 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 2188.51 ms [2022-04-27 19:45:35 main:574] : INFO : Epoch 1752 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2138.04 ms [2022-04-27 19:45:37 main:574] : INFO : Epoch 1753 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 2090.48 ms [2022-04-27 19:45:39 main:574] : INFO : Epoch 1754 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2186.23 ms [2022-04-27 19:45:41 main:574] : INFO : Epoch 1755 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 2140.35 ms [2022-04-27 19:45:43 main:574] : INFO : Epoch 1756 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2154.45 ms [2022-04-27 19:45:45 main:574] : INFO : Epoch 1757 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 2133.27 ms [2022-04-27 19:45:48 main:574] : INFO : Epoch 1758 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 2153.69 ms [2022-04-27 19:45:50 main:574] : INFO : Epoch 1759 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2106.48 ms [2022-04-27 19:45:52 main:574] : INFO : Epoch 1760 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 2079.28 ms [2022-04-27 19:45:54 main:574] : INFO : Epoch 1761 | loss: 0.0311737 | val_loss: 0.0311814 | Time: 2145.49 ms [2022-04-27 19:45:56 main:574] : INFO : Epoch 1762 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2163.18 ms [2022-04-27 19:45:58 main:574] : INFO : Epoch 1763 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2085.75 ms [2022-04-27 19:46:00 main:574] : INFO : Epoch 1764 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2164.33 ms [2022-04-27 19:46:02 main:574] : INFO : Epoch 1765 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 2161.77 ms [2022-04-27 19:46:05 main:574] : INFO : Epoch 1766 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2097.25 ms [2022-04-27 19:46:07 main:574] : INFO : Epoch 1767 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2106.21 ms [2022-04-27 19:46:09 main:574] : INFO : Epoch 1768 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2142.16 ms [2022-04-27 19:46:11 main:574] : INFO : Epoch 1769 | loss: 0.0311736 | val_loss: 0.0311815 | Time: 2140.45 ms [2022-04-27 19:46:13 main:574] : INFO : Epoch 1770 | loss: 0.0311734 | val_loss: 0.031182 | Time: 2127.07 ms [2022-04-27 19:46:15 main:574] : INFO : Epoch 1771 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2136.8 ms [2022-04-27 19:46:17 main:574] : INFO : Epoch 1772 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2133.58 ms [2022-04-27 19:46:20 main:574] : INFO : Epoch 1773 | loss: 0.0311736 | val_loss: 0.0311811 | Time: 2126.06 ms [2022-04-27 19:46:22 main:574] : INFO : Epoch 1774 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 2174.7 ms [2022-04-27 19:46:24 main:574] : INFO : Epoch 1775 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2196.26 ms [2022-04-27 19:46:26 main:574] : INFO : Epoch 1776 | loss: 0.0311738 | val_loss: 0.0311813 | Time: 2093.82 ms [2022-04-27 19:46:28 main:574] : INFO : Epoch 1777 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2170.93 ms [2022-04-27 19:46:30 main:574] : INFO : Epoch 1778 | loss: 0.0311732 | val_loss: 0.031181 | Time: 2177.17 ms [2022-04-27 19:46:32 main:574] : INFO : Epoch 1779 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2103.82 ms [2022-04-27 19:46:35 main:574] : INFO : Epoch 1780 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2107.02 ms [2022-04-27 19:46:37 main:574] : INFO : Epoch 1781 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 2092.37 ms [2022-04-27 19:46:39 main:574] : INFO : Epoch 1782 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 2176.63 ms [2022-04-27 19:46:41 main:574] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 2119.77 ms [2022-04-27 19:46:43 main:574] : INFO : Epoch 1784 | loss: 0.0311735 | val_loss: 0.0311818 | Time: 2162.2 ms [2022-04-27 19:46:45 main:574] : INFO : Epoch 1785 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2173.98 ms [2022-04-27 19:46:47 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 2104.27 ms [2022-04-27 19:46:50 main:574] : INFO : Epoch 1787 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2106.75 ms [2022-04-27 19:46:52 main:574] : INFO : Epoch 1788 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 2229.77 ms [2022-04-27 19:46:54 main:574] : INFO : Epoch 1789 | loss: 0.0311739 | val_loss: 0.0311808 | Time: 2184.05 ms [2022-04-27 19:46:56 main:574] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2166.89 ms [2022-04-27 19:46:58 main:574] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 2213.8 ms [2022-04-27 19:47:00 main:574] : INFO : Epoch 1792 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2120.29 ms [2022-04-27 19:47:03 main:574] : INFO : Epoch 1793 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 2125.1 ms [2022-04-27 19:47:05 main:574] : INFO : Epoch 1794 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 2094.28 ms [2022-04-27 19:47:07 main:574] : INFO : Epoch 1795 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2182.39 ms [2022-04-27 19:47:09 main:574] : INFO : Epoch 1796 | loss: 0.0311743 | val_loss: 0.0311833 | Time: 2156.7 ms [2022-04-27 19:47:11 main:574] : INFO : Epoch 1797 | loss: 0.031174 | val_loss: 0.0311814 | Time: 2059.19 ms [2022-04-27 19:47:13 main:574] : INFO : Epoch 1798 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2158.93 ms [2022-04-27 19:47:15 main:574] : INFO : Epoch 1799 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 2128.54 ms [2022-04-27 19:47:18 main:574] : INFO : Epoch 1800 | loss: 0.0311733 | val_loss: 0.0311817 | Time: 2139.2 ms [2022-04-27 19:47:20 main:574] : INFO : Epoch 1801 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 2184.46 ms [2022-04-27 19:47:22 main:574] : INFO : Epoch 1802 | loss: 0.0311735 | val_loss: 0.0311831 | Time: 2167.75 ms [2022-04-27 19:47:24 main:574] : INFO : Epoch 1803 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2108.21 ms [2022-04-27 19:47:26 main:574] : INFO : Epoch 1804 | loss: 0.0311733 | val_loss: 0.0311807 | Time: 2152.75 ms [2022-04-27 19:47:28 main:574] : INFO : Epoch 1805 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 2120.99 ms [2022-04-27 19:47:30 main:574] : INFO : Epoch 1806 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 2145.89 ms [2022-04-27 19:47:33 main:574] : INFO : Epoch 1807 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2110.39 ms [2022-04-27 19:47:35 main:574] : INFO : Epoch 1808 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2159.04 ms [2022-04-27 19:47:37 main:574] : INFO : Epoch 1809 | loss: 0.0311739 | val_loss: 0.0311816 | Time: 2177.93 ms [2022-04-27 19:47:39 main:574] : INFO : Epoch 1810 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 2116.84 ms [2022-04-27 19:47:41 main:574] : INFO : Epoch 1811 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2142.63 ms [2022-04-27 19:47:43 main:574] : INFO : Epoch 1812 | loss: 0.0311739 | val_loss: 0.0311815 | Time: 2152.27 ms [2022-04-27 19:47:45 main:574] : INFO : Epoch 1813 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 2106.59 ms [2022-04-27 19:47:48 main:574] : INFO : Epoch 1814 | loss: 0.0311733 | val_loss: 0.031181 | Time: 2101.77 ms [2022-04-27 19:47:50 main:574] : INFO : Epoch 1815 | loss: 0.0311731 | val_loss: 0.031181 | Time: 2123.47 ms [2022-04-27 19:47:52 main:574] : INFO : Epoch 1816 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 2123.5 ms [2022-04-27 19:47:54 main:574] : INFO : Epoch 1817 | loss: 0.0311735 | val_loss: 0.0311814 | Time: 2169.63 ms [2022-04-27 19:47:56 main:574] : INFO : Epoch 1818 | loss: 0.031174 | val_loss: 0.0311815 | Time: 2143.98 ms [2022-04-27 19:47:58 main:574] : INFO : Epoch 1819 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2126.52 ms [2022-04-27 19:48:00 main:574] : INFO : Epoch 1820 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2144.11 ms [2022-04-27 19:48:03 main:574] : INFO : Epoch 1821 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 2212.52 ms [2022-04-27 19:48:05 main:574] : INFO : Epoch 1822 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2147.85 ms [2022-04-27 19:48:07 main:574] : INFO : Epoch 1823 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2128.48 ms [2022-04-27 19:48:09 main:574] : INFO : Epoch 1824 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 2075.59 ms [2022-04-27 19:48:11 main:574] : INFO : Epoch 1825 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 2200.28 ms [2022-04-27 19:48:13 main:574] : INFO : Epoch 1826 | loss: 0.0311741 | val_loss: 0.0311825 | Time: 2131.68 ms [2022-04-27 19:48:15 main:574] : INFO : Epoch 1827 | loss: 0.0311737 | val_loss: 0.0311815 | Time: 2118.35 ms [2022-04-27 19:48:18 main:574] : INFO : Epoch 1828 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2204.85 ms [2022-04-27 19:48:20 main:574] : INFO : Epoch 1829 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 2177.56 ms [2022-04-27 19:48:22 main:574] : INFO : Epoch 1830 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 2159.31 ms [2022-04-27 19:48:24 main:574] : INFO : Epoch 1831 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2139 ms [2022-04-27 19:48:26 main:574] : INFO : Epoch 1832 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2148.29 ms [2022-04-27 19:48:28 main:574] : INFO : Epoch 1833 | loss: 0.031174 | val_loss: 0.0311813 | Time: 2103.87 ms [2022-04-27 19:48:31 main:574] : INFO : Epoch 1834 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2098.57 ms [2022-04-27 19:48:33 main:574] : INFO : Epoch 1835 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 2188.91 ms [2022-04-27 19:48:35 main:574] : INFO : Epoch 1836 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2154.67 ms [2022-04-27 19:48:37 main:574] : INFO : Epoch 1837 | loss: 0.0311741 | val_loss: 0.0311826 | Time: 2136.5 ms [2022-04-27 19:48:39 main:574] : INFO : Epoch 1838 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2190.62 ms [2022-04-27 19:48:41 main:574] : INFO : Epoch 1839 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 2126.87 ms [2022-04-27 19:48:43 main:574] : INFO : Epoch 1840 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 2071.28 ms [2022-04-27 19:48:46 main:574] : INFO : Epoch 1841 | loss: 0.031174 | val_loss: 0.031181 | Time: 2095.9 ms [2022-04-27 19:48:48 main:574] : INFO : Epoch 1842 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2170.29 ms [2022-04-27 19:48:50 main:574] : INFO : Epoch 1843 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2156.63 ms [2022-04-27 19:48:52 main:574] : INFO : Epoch 1844 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2101.82 ms [2022-04-27 19:48:54 main:574] : INFO : Epoch 1845 | loss: 0.0311736 | val_loss: 0.031182 | Time: 2193.25 ms [2022-04-27 19:48:56 main:574] : INFO : Epoch 1846 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 2158.51 ms [2022-04-27 19:48:58 main:574] : INFO : Epoch 1847 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 2146.77 ms [2022-04-27 19:49:01 main:574] : INFO : Epoch 1848 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2138.14 ms [2022-04-27 19:49:03 main:574] : INFO : Epoch 1849 | loss: 0.0311731 | val_loss: 0.0311811 | Time: 2088.86 ms [2022-04-27 19:49:05 main:574] : INFO : Epoch 1850 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2114.48 ms [2022-04-27 19:49:07 main:574] : INFO : Epoch 1851 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2114.5 ms [2022-04-27 19:49:09 main:574] : INFO : Epoch 1852 | loss: 0.0311734 | val_loss: 0.031181 | Time: 2133.1 ms [2022-04-27 19:49:11 main:574] : INFO : Epoch 1853 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 2174.39 ms [2022-04-27 19:49:13 main:574] : INFO : Epoch 1854 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2109.29 ms [2022-04-27 19:49:16 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 2121.18 ms [2022-04-27 19:49:18 main:574] : INFO : Epoch 1856 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2106.75 ms [2022-04-27 19:49:20 main:574] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 2116.53 ms [2022-04-27 19:49:22 main:574] : INFO : Epoch 1858 | loss: 0.0311742 | val_loss: 0.0311836 | Time: 2171.39 ms [2022-04-27 19:49:24 main:574] : INFO : Epoch 1859 | loss: 0.0311745 | val_loss: 0.0311815 | Time: 2141.66 ms [2022-04-27 19:49:26 main:574] : INFO : Epoch 1860 | loss: 0.0311744 | val_loss: 0.0311823 | Time: 2097.33 ms [2022-04-27 19:49:28 main:574] : INFO : Epoch 1861 | loss: 0.0311738 | val_loss: 0.0311818 | Time: 2112.09 ms [2022-04-27 19:49:30 main:574] : INFO : Epoch 1862 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 2136.49 ms [2022-04-27 19:49:33 main:574] : INFO : Epoch 1863 | loss: 0.0311738 | val_loss: 0.0311809 | Time: 2137.98 ms [2022-04-27 19:49:35 main:574] : INFO : Epoch 1864 | loss: 0.0311734 | val_loss: 0.0311808 | Time: 2139.87 ms [2022-04-27 19:49:37 main:574] : INFO : Epoch 1865 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2145.8 ms [2022-04-27 19:49:39 main:574] : INFO : Epoch 1866 | loss: 0.0311736 | val_loss: 0.0311816 | Time: 2156.9 ms [2022-04-27 19:49:41 main:574] : INFO : Epoch 1867 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2110.24 ms [2022-04-27 19:49:43 main:574] : INFO : Epoch 1868 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2194.09 ms [2022-04-27 19:49:45 main:574] : INFO : Epoch 1869 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 2161.96 ms [2022-04-27 19:49:48 main:574] : INFO : Epoch 1870 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 2088.62 ms [2022-04-27 19:49:50 main:574] : INFO : Epoch 1871 | loss: 0.0311734 | val_loss: 0.0311819 | Time: 2094.29 ms [2022-04-27 19:49:52 main:574] : INFO : Epoch 1872 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2140.81 ms [2022-04-27 19:49:54 main:574] : INFO : Epoch 1873 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 2172.4 ms [2022-04-27 19:49:56 main:574] : INFO : Epoch 1874 | loss: 0.0311758 | val_loss: 0.0311841 | Time: 2135.89 ms [2022-04-27 19:49:58 main:574] : INFO : Epoch 1875 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 2174.44 ms [2022-04-27 19:50:00 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 2109.8 ms [2022-04-27 19:50:03 main:574] : INFO : Epoch 1877 | loss: 0.0311744 | val_loss: 0.0311817 | Time: 2127.52 ms [2022-04-27 19:50:05 main:574] : INFO : Epoch 1878 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2123.67 ms [2022-04-27 19:50:07 main:574] : INFO : Epoch 1879 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 2132.34 ms [2022-04-27 19:50:09 main:574] : INFO : Epoch 1880 | loss: 0.0311743 | val_loss: 0.0311818 | Time: 2103.17 ms [2022-04-27 19:50:11 main:574] : INFO : Epoch 1881 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 2131.82 ms [2022-04-27 19:50:13 main:574] : INFO : Epoch 1882 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 2154.52 ms [2022-04-27 19:50:15 main:574] : INFO : Epoch 1883 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 2156.16 ms [2022-04-27 19:50:18 main:574] : INFO : Epoch 1884 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 2110.91 ms [2022-04-27 19:50:20 main:574] : INFO : Epoch 1885 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 2168.34 ms [2022-04-27 19:50:22 main:574] : INFO : Epoch 1886 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 2203.39 ms [2022-04-27 19:50:24 main:574] : INFO : Epoch 1887 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2127.46 ms [2022-04-27 19:50:26 main:574] : INFO : Epoch 1888 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2114.97 ms [2022-04-27 19:50:28 main:574] : INFO : Epoch 1889 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2136.53 ms [2022-04-27 19:50:30 main:574] : INFO : Epoch 1890 | loss: 0.0311735 | val_loss: 0.0311815 | Time: 2162.58 ms [2022-04-27 19:50:33 main:574] : INFO : Epoch 1891 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 2087.74 ms [2022-04-27 19:50:35 main:574] : INFO : Epoch 1892 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2181.04 ms [2022-04-27 19:50:37 main:574] : INFO : Epoch 1893 | loss: 0.031175 | val_loss: 0.0311837 | Time: 2123.6 ms [2022-04-27 19:50:39 main:574] : INFO : Epoch 1894 | loss: 0.0311745 | val_loss: 0.0311809 | Time: 2073.19 ms [2022-04-27 19:50:41 main:574] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311822 | Time: 2137.09 ms [2022-04-27 19:50:43 main:574] : INFO : Epoch 1896 | loss: 0.0311738 | val_loss: 0.0311828 | Time: 2102.54 ms [2022-04-27 19:50:45 main:574] : INFO : Epoch 1897 | loss: 0.0311743 | val_loss: 0.0311819 | Time: 2119.5 ms [2022-04-27 19:50:47 main:574] : INFO : Epoch 1898 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 2130.21 ms [2022-04-27 19:50:50 main:574] : INFO : Epoch 1899 | loss: 0.0311735 | val_loss: 0.0311808 | Time: 2196.07 ms [2022-04-27 19:50:52 main:574] : INFO : Epoch 1900 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 2160.74 ms [2022-04-27 19:50:54 main:574] : INFO : Epoch 1901 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 2365.58 ms [2022-04-27 19:50:57 main:574] : INFO : Epoch 1902 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2456.61 ms [2022-04-27 19:50:59 main:574] : INFO : Epoch 1903 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 2462.83 ms [2022-04-27 19:51:02 main:574] : INFO : Epoch 1904 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2389.03 ms [2022-04-27 19:51:04 main:574] : INFO : Epoch 1905 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2473.26 ms [2022-04-27 19:51:07 main:574] : INFO : Epoch 1906 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2576.9 ms [2022-04-27 19:51:09 main:574] : INFO : Epoch 1907 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2395.93 ms [2022-04-27 19:51:11 main:574] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311814 | Time: 2353.52 ms [2022-04-27 19:51:14 main:574] : INFO : Epoch 1909 | loss: 0.031174 | val_loss: 0.0311814 | Time: 2185.36 ms [2022-04-27 19:51:17 main:574] : INFO : Epoch 1910 | loss: 0.0311739 | val_loss: 0.0311814 | Time: 2259.18 ms [2022-04-27 19:51:19 main:574] : INFO : Epoch 1911 | loss: 0.0311735 | val_loss: 0.0311809 | Time: 2196.65 ms [2022-04-27 19:51:22 main:574] : INFO : Epoch 1912 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2210.47 ms [2022-04-27 19:51:24 main:574] : INFO : Epoch 1913 | loss: 0.0311742 | val_loss: 0.0311838 | Time: 2374.03 ms [2022-04-27 19:51:27 main:574] : INFO : Epoch 1914 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2285.73 ms [2022-04-27 19:51:29 main:574] : INFO : Epoch 1915 | loss: 0.0311738 | val_loss: 0.0311808 | Time: 2275.41 ms [2022-04-27 19:51:31 main:574] : INFO : Epoch 1916 | loss: 0.0311736 | val_loss: 0.0311808 | Time: 2340.21 ms [2022-04-27 19:51:33 main:574] : INFO : Epoch 1917 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 2117.22 ms [2022-04-27 19:51:37 main:574] : INFO : Epoch 1918 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2256.74 ms [2022-04-27 19:51:41 main:574] : INFO : Epoch 1919 | loss: 0.0311742 | val_loss: 0.031181 | Time: 2325.06 ms [2022-04-27 19:51:44 main:574] : INFO : Epoch 1920 | loss: 0.0311738 | val_loss: 0.0311822 | Time: 2144.98 ms [2022-04-27 19:51:46 main:574] : INFO : Epoch 1921 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 2147.97 ms [2022-04-27 19:51:50 main:574] : INFO : Epoch 1922 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 2196.54 ms [2022-04-27 19:51:54 main:574] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 2263.36 ms [2022-04-27 19:51:56 main:574] : INFO : Epoch 1924 | loss: 0.0311737 | val_loss: 0.0311811 | Time: 2370.4 ms [2022-04-27 19:51:58 main:574] : INFO : Epoch 1925 | loss: 0.0311742 | val_loss: 0.0311848 | Time: 2163.45 ms [2022-04-27 19:52:01 main:574] : INFO : Epoch 1926 | loss: 0.0311744 | val_loss: 0.0311818 | Time: 2277.88 ms [2022-04-27 19:52:04 main:574] : INFO : Epoch 1927 | loss: 0.0311735 | val_loss: 0.0311813 | Time: 2253.77 ms [2022-04-27 19:52:06 main:574] : INFO : Epoch 1928 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 2433.36 ms [2022-04-27 19:52:09 main:574] : INFO : Epoch 1929 | loss: 0.0311743 | val_loss: 0.0311812 | Time: 2458.38 ms [2022-04-27 19:52:11 main:574] : INFO : Epoch 1930 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 2309.34 ms [2022-04-27 19:52:13 main:574] : INFO : Epoch 1931 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 2127.38 ms [2022-04-27 19:52:15 main:574] : INFO : Epoch 1932 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 2166.15 ms [2022-04-27 19:52:17 main:574] : INFO : Epoch 1933 | loss: 0.0311752 | val_loss: 0.0311821 | Time: 2138.3 ms [2022-04-27 19:52:20 main:574] : INFO : Epoch 1934 | loss: 0.0311741 | val_loss: 0.0311837 | Time: 2266.52 ms [2022-04-27 19:52:22 main:574] : INFO : Epoch 1935 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2165.4 ms [2022-04-27 19:52:24 main:574] : INFO : Epoch 1936 | loss: 0.0311748 | val_loss: 0.031182 | Time: 2185.33 ms [2022-04-27 19:52:26 main:574] : INFO : Epoch 1937 | loss: 0.0311742 | val_loss: 0.0311825 | Time: 2163.99 ms [2022-04-27 19:52:28 main:574] : INFO : Epoch 1938 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 2097.07 ms [2022-04-27 19:52:30 main:574] : INFO : Epoch 1939 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 2126.19 ms [2022-04-27 19:52:32 main:574] : INFO : Epoch 1940 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 2147.35 ms [2022-04-27 19:52:35 main:574] : INFO : Epoch 1941 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 2067.71 ms [2022-04-27 19:52:37 main:574] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311813 | Time: 2160.04 ms [2022-04-27 19:52:39 main:574] : INFO : Epoch 1943 | loss: 0.0311742 | val_loss: 0.0311832 | Time: 2105.86 ms [2022-04-27 19:52:41 main:574] : INFO : Epoch 1944 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 2112.86 ms [2022-04-27 19:52:43 main:574] : INFO : Epoch 1945 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2100.6 ms [2022-04-27 19:52:45 main:574] : INFO : Epoch 1946 | loss: 0.0311744 | val_loss: 0.031183 | Time: 2118.17 ms [2022-04-27 19:52:47 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311809 | Time: 2113.94 ms [2022-04-27 19:52:49 main:574] : INFO : Epoch 1948 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 2096.93 ms [2022-04-27 19:52:52 main:574] : INFO : Epoch 1949 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 2146.09 ms [2022-04-27 19:52:54 main:574] : INFO : Epoch 1950 | loss: 0.0311755 | val_loss: 0.0311827 | Time: 2148.96 ms [2022-04-27 19:52:56 main:574] : INFO : Epoch 1951 | loss: 0.0311759 | val_loss: 0.0311808 | Time: 2142.32 ms [2022-04-27 19:52:58 main:574] : INFO : Epoch 1952 | loss: 0.0311753 | val_loss: 0.0311818 | Time: 2065.6 ms [2022-04-27 19:53:00 main:574] : INFO : Epoch 1953 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2171.36 ms [2022-04-27 19:53:02 main:574] : INFO : Epoch 1954 | loss: 0.0311749 | val_loss: 0.031182 | Time: 2135.16 ms [2022-04-27 19:53:04 main:574] : INFO : Epoch 1955 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2102.64 ms [2022-04-27 19:53:07 main:574] : INFO : Epoch 1956 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2212.75 ms [2022-04-27 19:53:09 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 2214.84 ms [2022-04-27 19:53:11 main:574] : INFO : Epoch 1958 | loss: 0.0311742 | val_loss: 0.0311805 | Time: 2112.19 ms [2022-04-27 19:53:13 main:574] : INFO : Epoch 1959 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 2181.12 ms [2022-04-27 19:53:15 main:574] : INFO : Epoch 1960 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 2221.99 ms [2022-04-27 19:53:17 main:574] : INFO : Epoch 1961 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 2148.17 ms [2022-04-27 19:53:20 main:574] : INFO : Epoch 1962 | loss: 0.0311738 | val_loss: 0.0311815 | Time: 2136.69 ms [2022-04-27 19:53:22 main:574] : INFO : Epoch 1963 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 2137.13 ms [2022-04-27 19:53:24 main:574] : INFO : Epoch 1964 | loss: 0.0311734 | val_loss: 0.0311834 | Time: 2111.09 ms [2022-04-27 19:53:26 main:574] : INFO : Epoch 1965 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 2115.43 ms [2022-04-27 19:53:28 main:574] : INFO : Epoch 1966 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 2391.33 ms [2022-04-27 19:53:31 main:574] : INFO : Epoch 1967 | loss: 0.0311751 | val_loss: 0.0311836 | Time: 2229.88 ms [2022-04-27 19:53:33 main:574] : INFO : Epoch 1968 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 2209.22 ms [2022-04-27 19:53:35 main:574] : INFO : Epoch 1969 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 2262.39 ms [2022-04-27 19:53:37 main:574] : INFO : Epoch 1970 | loss: 0.0311756 | val_loss: 0.031184 | Time: 2257.47 ms [2022-04-27 19:53:40 main:574] : INFO : Epoch 1971 | loss: 0.0311743 | val_loss: 0.031182 | Time: 2224.01 ms [2022-04-27 19:53:43 main:574] : INFO : Epoch 1972 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 2270.8 ms [2022-04-27 19:53:45 main:574] : INFO : Epoch 1973 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 2144.54 ms [2022-04-27 19:53:47 main:574] : INFO : Epoch 1974 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 2136.45 ms [2022-04-27 19:53:49 main:574] : INFO : Epoch 1975 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 2127.98 ms [2022-04-27 19:53:51 main:574] : INFO : Epoch 1976 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 2214.66 ms [2022-04-27 19:53:53 main:574] : INFO : Epoch 1977 | loss: 0.0311749 | val_loss: 0.0311826 | Time: 2131.05 ms [2022-04-27 19:53:56 main:574] : INFO : Epoch 1978 | loss: 0.031175 | val_loss: 0.0311826 | Time: 2126.81 ms [2022-04-27 19:53:58 main:574] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2173.51 ms [2022-04-27 19:54:00 main:574] : INFO : Epoch 1980 | loss: 0.0311744 | val_loss: 0.031182 | Time: 2195.55 ms [2022-04-27 19:54:02 main:574] : INFO : Epoch 1981 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2135.7 ms [2022-04-27 19:54:04 main:574] : INFO : Epoch 1982 | loss: 0.0311752 | val_loss: 0.0311849 | Time: 2166.02 ms [2022-04-27 19:54:06 main:574] : INFO : Epoch 1983 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 2149.08 ms [2022-04-27 19:54:08 main:574] : INFO : Epoch 1984 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 2092.11 ms [2022-04-27 19:54:11 main:574] : INFO : Epoch 1985 | loss: 0.0311743 | val_loss: 0.0311814 | Time: 2117.38 ms [2022-04-27 19:54:13 main:574] : INFO : Epoch 1986 | loss: 0.0311746 | val_loss: 0.0311834 | Time: 2174.47 ms [2022-04-27 19:54:15 main:574] : INFO : Epoch 1987 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 2095.75 ms [2022-04-27 19:54:17 main:574] : INFO : Epoch 1988 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 2127.85 ms [2022-04-27 19:54:19 main:574] : INFO : Epoch 1989 | loss: 0.0311749 | val_loss: 0.0311814 | Time: 2149.92 ms [2022-04-27 19:54:21 main:574] : INFO : Epoch 1990 | loss: 0.0311737 | val_loss: 0.0311812 | Time: 2143.09 ms [2022-04-27 19:54:23 main:574] : INFO : Epoch 1991 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 2078.2 ms [2022-04-27 19:54:26 main:574] : INFO : Epoch 1992 | loss: 0.0311741 | val_loss: 0.031182 | Time: 2122.02 ms [2022-04-27 19:54:28 main:574] : INFO : Epoch 1993 | loss: 0.0311733 | val_loss: 0.0311808 | Time: 2150.46 ms [2022-04-27 19:54:30 main:574] : INFO : Epoch 1994 | loss: 0.0311733 | val_loss: 0.0311829 | Time: 2089.79 ms [2022-04-27 19:54:32 main:574] : INFO : Epoch 1995 | loss: 0.0311736 | val_loss: 0.0311826 | Time: 2072.95 ms [2022-04-27 19:54:34 main:574] : INFO : Epoch 1996 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 2159.76 ms [2022-04-27 19:54:36 main:574] : INFO : Epoch 1997 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 2164.54 ms [2022-04-27 19:54:38 main:574] : INFO : Epoch 1998 | loss: 0.031175 | val_loss: 0.031181 | Time: 2159.64 ms [2022-04-27 19:54:40 main:574] : INFO : Epoch 1999 | loss: 0.0311747 | val_loss: 0.031182 | Time: 2132.16 ms [2022-04-27 19:54:43 main:574] : INFO : Epoch 2000 | loss: 0.031174 | val_loss: 0.031181 | Time: 2221.26 ms [2022-04-27 19:54:45 main:574] : INFO : Epoch 2001 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 2118.1 ms [2022-04-27 19:54:47 main:574] : INFO : Epoch 2002 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 2112.46 ms [2022-04-27 19:54:49 main:574] : INFO : Epoch 2003 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 2216.94 ms [2022-04-27 19:54:51 main:574] : INFO : Epoch 2004 | loss: 0.0311753 | val_loss: 0.0311815 | Time: 2131.14 ms [2022-04-27 19:54:53 main:574] : INFO : Epoch 2005 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 2131.35 ms [2022-04-27 19:54:56 main:574] : INFO : Epoch 2006 | loss: 0.0311754 | val_loss: 0.0311855 | Time: 2199.47 ms [2022-04-27 19:54:58 main:574] : INFO : Epoch 2007 | loss: 0.031175 | val_loss: 0.0311853 | Time: 2133.14 ms [2022-04-27 19:55:00 main:574] : INFO : Epoch 2008 | loss: 0.0311756 | val_loss: 0.0311823 | Time: 2042.8 ms [2022-04-27 19:55:02 main:574] : INFO : Epoch 2009 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 2120.1 ms [2022-04-27 19:55:04 main:574] : INFO : Epoch 2010 | loss: 0.0311735 | val_loss: 0.0311821 | Time: 2123.96 ms [2022-04-27 19:55:06 main:574] : INFO : Epoch 2011 | loss: 0.0311739 | val_loss: 0.0311823 | Time: 2126.28 ms [2022-04-27 19:55:08 main:574] : INFO : Epoch 2012 | loss: 0.0311747 | val_loss: 0.0311848 | Time: 2169.67 ms [2022-04-27 19:55:11 main:574] : INFO : Epoch 2013 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 2189.41 ms [2022-04-27 19:55:13 main:574] : INFO : Epoch 2014 | loss: 0.0311752 | val_loss: 0.0311826 | Time: 2129.21 ms [2022-04-27 19:55:15 main:574] : INFO : Epoch 2015 | loss: 0.0311749 | val_loss: 0.0311874 | Time: 2072.83 ms [2022-04-27 19:55:17 main:574] : INFO : Epoch 2016 | loss: 0.031175 | val_loss: 0.0311839 | Time: 2161.22 ms [2022-04-27 19:55:19 main:574] : INFO : Epoch 2017 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 2180.56 ms [2022-04-27 19:55:21 main:574] : INFO : Epoch 2018 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 2104.98 ms [2022-04-27 19:55:23 main:574] : INFO : Epoch 2019 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 2094.96 ms [2022-04-27 19:55:26 main:574] : INFO : Epoch 2020 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2162.61 ms [2022-04-27 19:55:28 main:574] : INFO : Epoch 2021 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 2109.88 ms [2022-04-27 19:55:30 main:574] : INFO : Epoch 2022 | loss: 0.0311738 | val_loss: 0.0311886 | Time: 2150.54 ms [2022-04-27 19:55:32 main:574] : INFO : Epoch 2023 | loss: 0.0311752 | val_loss: 0.031181 | Time: 2151.25 ms [2022-04-27 19:55:34 main:574] : INFO : Epoch 2024 | loss: 0.0311741 | val_loss: 0.0311821 | Time: 2142.55 ms [2022-04-27 19:55:36 main:574] : INFO : Epoch 2025 | loss: 0.0311755 | val_loss: 0.0311843 | Time: 2122.61 ms [2022-04-27 19:55:38 main:574] : INFO : Epoch 2026 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 2151.39 ms [2022-04-27 19:55:41 main:574] : INFO : Epoch 2027 | loss: 0.0311758 | val_loss: 0.0311863 | Time: 2139.96 ms [2022-04-27 19:55:43 main:574] : INFO : Epoch 2028 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 2094.39 ms [2022-04-27 19:55:45 main:574] : INFO : Epoch 2029 | loss: 0.0311737 | val_loss: 0.0311819 | Time: 2178.78 ms [2022-04-27 19:55:47 main:574] : INFO : Epoch 2030 | loss: 0.031174 | val_loss: 0.031181 | Time: 2125.59 ms [2022-04-27 19:55:49 main:574] : INFO : Epoch 2031 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 2170.1 ms [2022-04-27 19:55:51 main:574] : INFO : Epoch 2032 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2111.1 ms [2022-04-27 19:55:53 main:574] : INFO : Epoch 2033 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 2129.9 ms [2022-04-27 19:55:56 main:574] : INFO : Epoch 2034 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 2140.95 ms [2022-04-27 19:55:58 main:574] : INFO : Epoch 2035 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2076.49 ms [2022-04-27 19:56:00 main:574] : INFO : Epoch 2036 | loss: 0.0311755 | val_loss: 0.0311819 | Time: 2129.52 ms [2022-04-27 19:56:02 main:574] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311843 | Time: 2192.43 ms [2022-04-27 19:56:04 main:574] : INFO : Epoch 2038 | loss: 0.0311745 | val_loss: 0.0311839 | Time: 2109.01 ms [2022-04-27 19:56:06 main:574] : INFO : Epoch 2039 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 2385.41 ms [2022-04-27 19:56:09 main:574] : INFO : Epoch 2040 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 2560.4 ms [2022-04-27 19:56:12 main:574] : INFO : Epoch 2041 | loss: 0.0311742 | val_loss: 0.0311852 | Time: 2658.76 ms [2022-04-27 19:56:14 main:574] : INFO : Epoch 2042 | loss: 0.0311749 | val_loss: 0.0311808 | Time: 2445.95 ms [2022-04-27 19:56:17 main:574] : INFO : Epoch 2043 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 2558.28 ms [2022-04-27 19:56:19 main:574] : INFO : Epoch 2044 | loss: 0.0311748 | val_loss: 0.0311838 | Time: 2551.59 ms [2022-04-27 19:56:22 main:574] : INFO : Epoch 2045 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 2384.12 ms [2022-04-27 19:56:24 main:574] : INFO : Epoch 2046 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 2298.1 ms [2022-04-27 19:56:26 main:574] : INFO : Epoch 2047 | loss: 0.031174 | val_loss: 0.031182 | Time: 2229.23 ms [2022-04-27 19:56:28 main:574] : INFO : Epoch 2048 | loss: 0.0311742 | val_loss: 0.0311814 | Time: 2308.78 ms [2022-04-27 19:56:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311814 [2022-04-27 19:56:29 main:603] : INFO : Saving end state to config to file [2022-04-27 19:56:29 main:608] : INFO : Success, exiting.. 19:56:29 (14340): 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)