Task 12802621
| Name | ParityModified-1645996523-5111-3-0_0 |
| Workunit | 9949474 |
| Created | 8 Mar 2022, 23:43:48 UTC |
| Sent | 10 Mar 2022, 12:18:25 UTC |
| Report deadline | 18 Mar 2022, 12:18:25 UTC |
| Received | 11 Mar 2022, 15:02:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 16 min 41 sec |
| CPU time | 1 hours 15 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :13 main:574] : INFO : Epoch 1542 | loss: 0.0311756 | val_loss: 0.0311948 | Time: 2161.5 ms [2022-03-11 22:42:15 main:574] : INFO : Epoch 1543 | loss: 0.0311768 | val_loss: 0.0311916 | Time: 2161.75 ms [2022-03-11 22:42:17 main:574] : INFO : Epoch 1544 | loss: 0.031177 | val_loss: 0.0311897 | Time: 2185.26 ms [2022-03-11 22:42:19 main:574] : INFO : Epoch 1545 | loss: 0.0311758 | val_loss: 0.0311921 | Time: 2153.48 ms [2022-03-11 22:42:21 main:574] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311904 | Time: 2181.41 ms [2022-03-11 22:42:24 main:574] : INFO : Epoch 1547 | loss: 0.0311747 | val_loss: 0.0311916 | Time: 2255.74 ms [2022-03-11 22:42:26 main:574] : INFO : Epoch 1548 | loss: 0.0311755 | val_loss: 0.0312032 | Time: 2173.47 ms [2022-03-11 22:42:28 main:574] : INFO : Epoch 1549 | loss: 0.0311781 | val_loss: 0.0311984 | Time: 2177.43 ms [2022-03-11 22:42:30 main:574] : INFO : Epoch 1550 | loss: 0.0311754 | val_loss: 0.0311914 | Time: 2268.21 ms [2022-03-11 22:42:32 main:574] : INFO : Epoch 1551 | loss: 0.0311759 | val_loss: 0.0311939 | Time: 2228.12 ms [2022-03-11 22:42:35 main:574] : INFO : Epoch 1552 | loss: 0.0311794 | val_loss: 0.0311916 | Time: 2272.33 ms [2022-03-11 22:42:37 main:574] : INFO : Epoch 1553 | loss: 0.0311772 | val_loss: 0.0311933 | Time: 2300.72 ms [2022-03-11 22:42:39 main:574] : INFO : Epoch 1554 | loss: 0.0311761 | val_loss: 0.0311934 | Time: 2269.16 ms [2022-03-11 22:42:42 main:574] : INFO : Epoch 1555 | loss: 0.0311786 | val_loss: 0.0311913 | Time: 2228.64 ms [2022-03-11 22:42:44 main:574] : INFO : Epoch 1556 | loss: 0.031177 | val_loss: 0.031191 | Time: 2160.73 ms [2022-03-11 22:42:46 main:574] : INFO : Epoch 1557 | loss: 0.031178 | val_loss: 0.0311904 | Time: 2175.43 ms [2022-03-11 22:42:48 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311903 | Time: 2250.08 ms [2022-03-11 22:42:50 main:574] : INFO : Epoch 1559 | loss: 0.0311762 | val_loss: 0.0311942 | Time: 2272.15 ms [2022-03-11 22:42:53 main:574] : INFO : Epoch 1560 | loss: 0.031177 | val_loss: 0.0311939 | Time: 2273.61 ms [2022-03-11 22:42:55 main:574] : INFO : Epoch 1561 | loss: 0.0311768 | val_loss: 0.0311923 | Time: 2273.48 ms [2022-03-11 22:42:57 main:574] : INFO : Epoch 1562 | loss: 0.0311755 | val_loss: 0.0311933 | Time: 2256.68 ms [2022-03-11 22:43:00 main:574] : INFO : Epoch 1563 | loss: 0.0311765 | val_loss: 0.0311912 | Time: 2275.62 ms [2022-03-11 22:43:02 main:574] : INFO : Epoch 1564 | loss: 0.0311749 | val_loss: 0.0311925 | Time: 2258.37 ms [2022-03-11 22:43:04 main:574] : INFO : Epoch 1565 | loss: 0.0311745 | val_loss: 0.0311894 | Time: 2225.44 ms [2022-03-11 22:43:06 main:574] : INFO : Epoch 1566 | loss: 0.031174 | val_loss: 0.0311927 | Time: 2353.65 ms [2022-03-11 22:43:09 main:574] : INFO : Epoch 1567 | loss: 0.0311742 | val_loss: 0.0311905 | Time: 2176.18 ms [2022-03-11 22:43:11 main:574] : INFO : Epoch 1568 | loss: 0.0311731 | val_loss: 0.0311902 | Time: 2253.57 ms [2022-03-11 22:43:13 main:574] : INFO : Epoch 1569 | loss: 0.0311741 | val_loss: 0.0311898 | Time: 2274.06 ms [2022-03-11 22:43:15 main:574] : INFO : Epoch 1570 | loss: 0.0311748 | val_loss: 0.0311912 | Time: 2241.67 ms [2022-03-11 22:43:18 main:574] : INFO : Epoch 1571 | loss: 0.0311743 | val_loss: 0.031189 | Time: 2235.13 ms [2022-03-11 22:43:20 main:574] : INFO : Epoch 1572 | loss: 0.0311731 | val_loss: 0.0311893 | Time: 2207.81 ms [2022-03-11 22:43:22 main:574] : INFO : Epoch 1573 | loss: 0.0311725 | val_loss: 0.0311912 | Time: 2260.24 ms [2022-03-11 22:43:24 main:574] : INFO : Epoch 1574 | loss: 0.0311725 | val_loss: 0.0311905 | Time: 2212.76 ms [2022-03-11 22:43:27 main:574] : INFO : Epoch 1575 | loss: 0.0311736 | val_loss: 0.0311908 | Time: 2283.04 ms [2022-03-11 22:43:29 main:574] : INFO : Epoch 1576 | loss: 0.0311723 | val_loss: 0.0311915 | Time: 2266.6 ms [2022-03-11 22:43:31 main:574] : INFO : Epoch 1577 | loss: 0.0311721 | val_loss: 0.0311918 | Time: 2268.25 ms [2022-03-11 22:43:33 main:574] : INFO : Epoch 1578 | loss: 0.0311714 | val_loss: 0.031195 | Time: 2194.6 ms [2022-03-11 22:43:36 main:574] : INFO : Epoch 1579 | loss: 0.0311712 | val_loss: 0.031194 | Time: 2277.03 ms [2022-03-11 22:43:38 main:574] : INFO : Epoch 1580 | loss: 0.0311738 | val_loss: 0.0311971 | Time: 2205.91 ms [2022-03-11 22:43:40 main:574] : INFO : Epoch 1581 | loss: 0.0311748 | val_loss: 0.031191 | Time: 2171.52 ms [2022-03-11 22:43:42 main:574] : INFO : Epoch 1582 | loss: 0.0311724 | val_loss: 0.0311927 | Time: 2218.15 ms [2022-03-11 22:43:44 main:574] : INFO : Epoch 1583 | loss: 0.0311721 | val_loss: 0.0311921 | Time: 2181.99 ms [2022-03-11 22:43:47 main:574] : INFO : Epoch 1584 | loss: 0.0311724 | val_loss: 0.031191 | Time: 2262.66 ms [2022-03-11 22:43:49 main:574] : INFO : Epoch 1585 | loss: 0.0311738 | val_loss: 0.0311929 | Time: 2172.46 ms [2022-03-11 22:43:51 main:574] : INFO : Epoch 1586 | loss: 0.0311728 | val_loss: 0.0311921 | Time: 2211.25 ms [2022-03-11 22:43:53 main:574] : INFO : Epoch 1587 | loss: 0.0311732 | val_loss: 0.0311911 | Time: 2299.9 ms [2022-03-11 22:43:56 main:574] : INFO : Epoch 1588 | loss: 0.0311736 | val_loss: 0.0311939 | Time: 2311.33 ms [2022-03-11 22:43:58 main:574] : INFO : Epoch 1589 | loss: 0.0311725 | val_loss: 0.0311935 | Time: 2401 ms [2022-03-11 22:44:00 main:574] : INFO : Epoch 1590 | loss: 0.0311736 | val_loss: 0.0311922 | Time: 2268.75 ms [2022-03-11 22:44:03 main:574] : INFO : Epoch 1591 | loss: 0.0311717 | val_loss: 0.0311914 | Time: 2274.14 ms [2022-03-11 22:44:05 main:574] : INFO : Epoch 1592 | loss: 0.0311724 | val_loss: 0.0311904 | Time: 2206.68 ms [2022-03-11 22:44:07 main:574] : INFO : Epoch 1593 | loss: 0.0311715 | val_loss: 0.0311948 | Time: 2170.1 ms [2022-03-11 22:44:09 main:574] : INFO : Epoch 1594 | loss: 0.0311727 | val_loss: 0.0311959 | Time: 2232.61 ms [2022-03-11 22:44:11 main:574] : INFO : Epoch 1595 | loss: 0.0311731 | val_loss: 0.0311948 | Time: 2228.09 ms [2022-03-11 22:44:14 main:574] : INFO : Epoch 1596 | loss: 0.0311713 | val_loss: 0.0311917 | Time: 2289.45 ms [2022-03-11 22:44:16 main:574] : INFO : Epoch 1597 | loss: 0.0311707 | val_loss: 0.0311921 | Time: 2189.85 ms [2022-03-11 22:44:18 main:574] : INFO : Epoch 1598 | loss: 0.0311708 | val_loss: 0.0311933 | Time: 2230.18 ms [2022-03-11 22:44:20 main:574] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311954 | Time: 2201.62 ms [2022-03-11 22:44:23 main:574] : INFO : Epoch 1600 | loss: 0.0311715 | val_loss: 0.031195 | Time: 2230.05 ms [2022-03-11 22:44:25 main:574] : INFO : Epoch 1601 | loss: 0.0311711 | val_loss: 0.0311919 | Time: 2172.27 ms [2022-03-11 22:44:27 main:574] : INFO : Epoch 1602 | loss: 0.0311719 | val_loss: 0.0311893 | Time: 2247.42 ms [2022-03-11 22:44:29 main:574] : INFO : Epoch 1603 | loss: 0.0311743 | val_loss: 0.0311917 | Time: 2258.12 ms [2022-03-11 22:44:32 main:574] : INFO : Epoch 1604 | loss: 0.0311751 | val_loss: 0.0311898 | Time: 2275.86 ms [2022-03-11 22:44:34 main:574] : INFO : Epoch 1605 | loss: 0.0311766 | val_loss: 0.0311914 | Time: 2314.43 ms [2022-03-11 22:44:36 main:574] : INFO : Epoch 1606 | loss: 0.0311759 | val_loss: 0.0311941 | Time: 2292.58 ms [2022-03-11 22:44:38 main:574] : INFO : Epoch 1607 | loss: 0.0311752 | val_loss: 0.0311905 | Time: 2237.22 ms [2022-03-11 22:44:41 main:574] : INFO : Epoch 1608 | loss: 0.0311732 | val_loss: 0.0311897 | Time: 2205.1 ms [2022-03-11 22:44:43 main:574] : INFO : Epoch 1609 | loss: 0.0311727 | val_loss: 0.0311906 | Time: 2253.65 ms [2022-03-11 22:44:45 main:574] : INFO : Epoch 1610 | loss: 0.0311717 | val_loss: 0.0311929 | Time: 2329.28 ms [2022-03-11 22:44:47 main:574] : INFO : Epoch 1611 | loss: 0.0311732 | val_loss: 0.0311913 | Time: 2201.51 ms [2022-03-11 22:44:50 main:574] : INFO : Epoch 1612 | loss: 0.0311739 | val_loss: 0.0311924 | Time: 2262.69 ms [2022-03-11 22:44:52 main:574] : INFO : Epoch 1613 | loss: 0.0311734 | val_loss: 0.0311904 | Time: 2297.34 ms [2022-03-11 22:44:54 main:574] : INFO : Epoch 1614 | loss: 0.0311726 | val_loss: 0.0311912 | Time: 2283.03 ms [2022-03-11 22:44:57 main:574] : INFO : Epoch 1615 | loss: 0.0311722 | val_loss: 0.0311925 | Time: 2264.73 ms [2022-03-11 22:44:59 main:574] : INFO : Epoch 1616 | loss: 0.0311724 | val_loss: 0.0311909 | Time: 2284.06 ms [2022-03-11 22:45:01 main:574] : INFO : Epoch 1617 | loss: 0.0311725 | val_loss: 0.0311933 | Time: 2286.11 ms [2022-03-11 22:45:03 main:574] : INFO : Epoch 1618 | loss: 0.0311749 | val_loss: 0.0311938 | Time: 2246.64 ms [2022-03-11 22:45:06 main:574] : INFO : Epoch 1619 | loss: 0.0311741 | val_loss: 0.031189 | Time: 2309.91 ms [2022-03-11 22:45:08 main:574] : INFO : Epoch 1620 | loss: 0.0311722 | val_loss: 0.0311901 | Time: 2254.13 ms [2022-03-11 22:45:10 main:574] : INFO : Epoch 1621 | loss: 0.0311726 | val_loss: 0.031197 | Time: 2291.13 ms [2022-03-11 22:45:13 main:574] : INFO : Epoch 1622 | loss: 0.0311731 | val_loss: 0.0311931 | Time: 2273.2 ms [2022-03-11 22:45:15 main:574] : INFO : Epoch 1623 | loss: 0.0311735 | val_loss: 0.0311972 | Time: 2254.08 ms [2022-03-11 22:45:17 main:574] : INFO : Epoch 1624 | loss: 0.0311729 | val_loss: 0.0311907 | Time: 2371.82 ms [2022-03-11 22:45:19 main:574] : INFO : Epoch 1625 | loss: 0.0311707 | val_loss: 0.0311911 | Time: 2176.17 ms [2022-03-11 22:45:22 main:574] : INFO : Epoch 1626 | loss: 0.0311729 | val_loss: 0.0311902 | Time: 2204.49 ms [2022-03-11 22:45:24 main:574] : INFO : Epoch 1627 | loss: 0.0311724 | val_loss: 0.0311917 | Time: 2254.82 ms [2022-03-11 22:45:26 main:574] : INFO : Epoch 1628 | loss: 0.03117 | val_loss: 0.0311926 | Time: 2168.77 ms [2022-03-11 22:45:28 main:574] : INFO : Epoch 1629 | loss: 0.0311699 | val_loss: 0.0311916 | Time: 2233.91 ms [2022-03-11 22:45:31 main:574] : INFO : Epoch 1630 | loss: 0.0311696 | val_loss: 0.0311885 | Time: 2291.57 ms [2022-03-11 22:45:33 main:574] : INFO : Epoch 1631 | loss: 0.03117 | val_loss: 0.0311919 | Time: 2252.32 ms [2022-03-11 22:45:35 main:574] : INFO : Epoch 1632 | loss: 0.0311695 | val_loss: 0.0311924 | Time: 2248.37 ms [2022-03-11 22:45:37 main:574] : INFO : Epoch 1633 | loss: 0.0311713 | val_loss: 0.0311934 | Time: 2227.57 ms [2022-03-11 22:45:40 main:574] : INFO : Epoch 1634 | loss: 0.0311741 | val_loss: 0.0311949 | Time: 2227.07 ms [2022-03-11 22:45:42 main:574] : INFO : Epoch 1635 | loss: 0.0311723 | val_loss: 0.0311908 | Time: 2237.38 ms [2022-03-11 22:45:44 main:574] : INFO : Epoch 1636 | loss: 0.0311718 | val_loss: 0.0311909 | Time: 2213.74 ms [2022-03-11 22:45:46 main:574] : INFO : Epoch 1637 | loss: 0.0311705 | val_loss: 0.0311925 | Time: 2273.73 ms [2022-03-11 22:45:49 main:574] : INFO : Epoch 1638 | loss: 0.0311709 | val_loss: 0.0311917 | Time: 2297.71 ms [2022-03-11 22:45:51 main:574] : INFO : Epoch 1639 | loss: 0.0311694 | val_loss: 0.0311918 | Time: 2233.97 ms [2022-03-11 22:45:53 main:574] : INFO : Epoch 1640 | loss: 0.031169 | val_loss: 0.0311922 | Time: 2208.78 ms [2022-03-11 22:45:55 main:574] : INFO : Epoch 1641 | loss: 0.03117 | val_loss: 0.0311926 | Time: 2242.06 ms [2022-03-11 22:45:58 main:574] : INFO : Epoch 1642 | loss: 0.0311706 | val_loss: 0.03119 | Time: 2241.32 ms [2022-03-11 22:46:00 main:574] : INFO : Epoch 1643 | loss: 0.0311698 | val_loss: 0.0311915 | Time: 2267.26 ms [2022-03-11 22:46:02 main:574] : INFO : Epoch 1644 | loss: 0.031171 | val_loss: 0.0311933 | Time: 2284.46 ms [2022-03-11 22:46:04 main:574] : INFO : Epoch 1645 | loss: 0.0311711 | val_loss: 0.0311923 | Time: 2288.93 ms [2022-03-11 22:46:07 main:574] : INFO : Epoch 1646 | loss: 0.0311717 | val_loss: 0.0311929 | Time: 2234.58 ms [2022-03-11 22:46:09 main:574] : INFO : Epoch 1647 | loss: 0.0311699 | val_loss: 0.0311944 | Time: 2200.1 ms [2022-03-11 22:46:11 main:574] : INFO : Epoch 1648 | loss: 0.0311701 | val_loss: 0.0311929 | Time: 2282.72 ms [2022-03-11 22:46:13 main:574] : INFO : Epoch 1649 | loss: 0.0311694 | val_loss: 0.0311912 | Time: 2194.58 ms [2022-03-11 22:46:16 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311903 | Time: 2237.14 ms [2022-03-11 22:46:18 main:574] : INFO : Epoch 1651 | loss: 0.031169 | val_loss: 0.0311914 | Time: 2228.45 ms [2022-03-11 22:46:20 main:574] : INFO : Epoch 1652 | loss: 0.0311715 | val_loss: 0.0311903 | Time: 2212.68 ms [2022-03-11 22:46:22 main:574] : INFO : Epoch 1653 | loss: 0.0311691 | val_loss: 0.0311911 | Time: 2266.2 ms [2022-03-11 22:46:24 main:574] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.03119 | Time: 2201.47 ms [2022-03-11 22:46:27 main:574] : INFO : Epoch 1655 | loss: 0.0311705 | val_loss: 0.03119 | Time: 2152 ms [2022-03-11 22:46:29 main:574] : INFO : Epoch 1656 | loss: 0.0311699 | val_loss: 0.0311915 | Time: 2204.91 ms [2022-03-11 22:46:31 main:574] : INFO : Epoch 1657 | loss: 0.0311713 | val_loss: 0.031193 | Time: 2195.16 ms [2022-03-11 22:46:33 main:574] : INFO : Epoch 1658 | loss: 0.0311726 | val_loss: 0.0311903 | Time: 2234.69 ms [2022-03-11 22:46:36 main:574] : INFO : Epoch 1659 | loss: 0.0311704 | val_loss: 0.0311902 | Time: 2244.22 ms [2022-03-11 22:46:38 main:574] : INFO : Epoch 1660 | loss: 0.0311694 | val_loss: 0.0311901 | Time: 2164.73 ms [2022-03-11 22:46:40 main:574] : INFO : Epoch 1661 | loss: 0.0311713 | val_loss: 0.0311896 | Time: 2203.31 ms [2022-03-11 22:46:42 main:574] : INFO : Epoch 1662 | loss: 0.0311706 | val_loss: 0.0311884 | Time: 2222.99 ms [2022-03-11 22:46:44 main:574] : INFO : Epoch 1663 | loss: 0.03117 | val_loss: 0.0311923 | Time: 2269.49 ms [2022-03-11 22:46:47 main:574] : INFO : Epoch 1664 | loss: 0.0311755 | val_loss: 0.0311886 | Time: 2212.76 ms [2022-03-11 22:46:49 main:574] : INFO : Epoch 1665 | loss: 0.0311745 | val_loss: 0.031189 | Time: 2345.39 ms [2022-03-11 22:46:51 main:574] : INFO : Epoch 1666 | loss: 0.0311723 | val_loss: 0.0311871 | Time: 2317.91 ms [2022-03-11 22:46:54 main:574] : INFO : Epoch 1667 | loss: 0.0311704 | val_loss: 0.0311869 | Time: 2209.2 ms [2022-03-11 22:46:56 main:574] : INFO : Epoch 1668 | loss: 0.0311704 | val_loss: 0.0311913 | Time: 2273.41 ms [2022-03-11 22:46:58 main:574] : INFO : Epoch 1669 | loss: 0.0311726 | val_loss: 0.0311905 | Time: 2211.23 ms [2022-03-11 22:47:00 main:574] : INFO : Epoch 1670 | loss: 0.0311715 | val_loss: 0.0311877 | Time: 2245.34 ms [2022-03-11 22:47:02 main:574] : INFO : Epoch 1671 | loss: 0.0311706 | val_loss: 0.0311899 | Time: 2180.92 ms [2022-03-11 22:47:05 main:574] : INFO : Epoch 1672 | loss: 0.0311723 | val_loss: 0.0311902 | Time: 2305.49 ms [2022-03-11 22:47:07 main:574] : INFO : Epoch 1673 | loss: 0.0311719 | val_loss: 0.0311877 | Time: 2321.39 ms [2022-03-11 22:47:09 main:574] : INFO : Epoch 1674 | loss: 0.0311726 | val_loss: 0.0311902 | Time: 2282.96 ms [2022-03-11 22:47:12 main:574] : INFO : Epoch 1675 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 2261.04 ms [2022-03-11 22:47:14 main:574] : INFO : Epoch 1676 | loss: 0.0311784 | val_loss: 0.0311902 | Time: 2174.71 ms [2022-03-11 22:47:16 main:574] : INFO : Epoch 1677 | loss: 0.0311726 | val_loss: 0.0311894 | Time: 2161.97 ms [2022-03-11 22:47:18 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311884 | Time: 2261.34 ms [2022-03-11 22:47:20 main:574] : INFO : Epoch 1679 | loss: 0.0311696 | val_loss: 0.0311908 | Time: 2203.01 ms [2022-03-11 22:47:23 main:574] : INFO : Epoch 1680 | loss: 0.03117 | val_loss: 0.0311869 | Time: 2185.12 ms [2022-03-11 22:47:25 main:574] : INFO : Epoch 1681 | loss: 0.0311702 | val_loss: 0.0311915 | Time: 2231.12 ms [2022-03-11 22:47:27 main:574] : INFO : Epoch 1682 | loss: 0.0311713 | val_loss: 0.0311891 | Time: 2163.53 ms [2022-03-11 22:47:29 main:574] : INFO : Epoch 1683 | loss: 0.0311737 | val_loss: 0.0312009 | Time: 2209.62 ms [2022-03-11 22:47:31 main:574] : INFO : Epoch 1684 | loss: 0.0311729 | val_loss: 0.0311924 | Time: 2204.5 ms [2022-03-11 22:47:34 main:574] : INFO : Epoch 1685 | loss: 0.0311685 | val_loss: 0.0311889 | Time: 2186.32 ms [2022-03-11 22:47:36 main:574] : INFO : Epoch 1686 | loss: 0.0311696 | val_loss: 0.0311904 | Time: 2242.8 ms [2022-03-11 22:47:38 main:574] : INFO : Epoch 1687 | loss: 0.0311701 | val_loss: 0.0311912 | Time: 2179.64 ms [2022-03-11 22:47:40 main:574] : INFO : Epoch 1688 | loss: 0.0311718 | val_loss: 0.0311976 | Time: 2181.09 ms [2022-03-11 22:47:42 main:574] : INFO : Epoch 1689 | loss: 0.0311719 | val_loss: 0.0311921 | Time: 2175.79 ms [2022-03-11 22:47:45 main:574] : INFO : Epoch 1690 | loss: 0.0311696 | val_loss: 0.0311926 | Time: 2182.09 ms [2022-03-11 22:47:47 main:574] : INFO : Epoch 1691 | loss: 0.0311726 | val_loss: 0.0311898 | Time: 2186.52 ms [2022-03-11 22:47:49 main:574] : INFO : Epoch 1692 | loss: 0.0311768 | val_loss: 0.0311921 | Time: 2207.47 ms [2022-03-11 22:47:51 main:574] : INFO : Epoch 1693 | loss: 0.0311791 | val_loss: 0.0311902 | Time: 2208.24 ms [2022-03-11 22:47:53 main:574] : INFO : Epoch 1694 | loss: 0.0311798 | val_loss: 0.031198 | Time: 2158.02 ms [2022-03-11 22:47:56 main:574] : INFO : Epoch 1695 | loss: 0.0311773 | val_loss: 0.0311907 | Time: 2227.09 ms [2022-03-11 22:47:58 main:574] : INFO : Epoch 1696 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 2156.2 ms [2022-03-11 22:48:00 main:574] : INFO : Epoch 1697 | loss: 0.0311752 | val_loss: 0.0311905 | Time: 2260.58 ms [2022-03-11 22:48:02 main:574] : INFO : Epoch 1698 | loss: 0.0311737 | val_loss: 0.0311899 | Time: 2320.19 ms [2022-03-11 22:48:05 main:574] : INFO : Epoch 1699 | loss: 0.0311737 | val_loss: 0.0311884 | Time: 2660.59 ms [2022-03-11 22:48:07 main:574] : INFO : Epoch 1700 | loss: 0.0311729 | val_loss: 0.0311873 | Time: 2241.05 ms [2022-03-11 22:48:10 main:574] : INFO : Epoch 1701 | loss: 0.0311743 | val_loss: 0.0311881 | Time: 2304.61 ms [2022-03-11 22:48:22 main:574] : INFO : Epoch 1702 | loss: 0.031174 | val_loss: 0.0311896 | Time: 12373.6 ms [2022-03-11 22:48:24 main:574] : INFO : Epoch 1703 | loss: 0.0311744 | val_loss: 0.0311923 | Time: 2249.6 ms [2022-03-11 22:48:27 main:574] : INFO : Epoch 1704 | loss: 0.0311775 | val_loss: 0.0311908 | Time: 2234.99 ms [2022-03-11 22:48:29 main:574] : INFO : Epoch 1705 | loss: 0.0311773 | val_loss: 0.0311925 | Time: 2216.07 ms [2022-03-11 22:48:31 main:574] : INFO : Epoch 1706 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 2221.15 ms [2022-03-11 22:48:33 main:574] : INFO : Epoch 1707 | loss: 0.0311747 | val_loss: 0.0311878 | Time: 2516.7 ms [2022-03-11 22:48:36 main:574] : INFO : Epoch 1708 | loss: 0.0311754 | val_loss: 0.0311893 | Time: 2282.62 ms [2022-03-11 22:48:38 main:574] : INFO : Epoch 1709 | loss: 0.0311745 | val_loss: 0.0311885 | Time: 2270.34 ms [2022-03-11 22:48:40 main:574] : INFO : Epoch 1710 | loss: 0.0311762 | val_loss: 0.0311948 | Time: 2276.26 ms [2022-03-11 22:48:43 main:574] : INFO : Epoch 1711 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 2218.53 ms [2022-03-11 22:48:45 main:574] : INFO : Epoch 1712 | loss: 0.0311752 | val_loss: 0.0311913 | Time: 2208.6 ms [2022-03-11 22:48:47 main:574] : INFO : Epoch 1713 | loss: 0.0311744 | val_loss: 0.0311903 | Time: 2239 ms [2022-03-11 22:48:49 main:574] : INFO : Epoch 1714 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 2272.43 ms [2022-03-11 22:48:52 main:574] : INFO : Epoch 1715 | loss: 0.0311812 | val_loss: 0.0311909 | Time: 2249.12 ms [2022-03-11 22:48:54 main:574] : INFO : Epoch 1716 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 2343.73 ms [2022-03-11 22:48:56 main:574] : INFO : Epoch 1717 | loss: 0.0311782 | val_loss: 0.0311907 | Time: 2217.8 ms [2022-03-11 22:48:58 main:574] : INFO : Epoch 1718 | loss: 0.0311776 | val_loss: 0.0311926 | Time: 2172.04 ms [2022-03-11 22:49:01 main:574] : INFO : Epoch 1719 | loss: 0.0311802 | val_loss: 0.0312 | Time: 2201.8 ms [2022-03-11 22:49:03 main:574] : INFO : Epoch 1720 | loss: 0.0311802 | val_loss: 0.0311956 | Time: 2214.76 ms [2022-03-11 22:49:05 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311935 | Time: 2231.92 ms [2022-03-11 22:49:07 main:574] : INFO : Epoch 1722 | loss: 0.0311763 | val_loss: 0.0311958 | Time: 2234.39 ms [2022-03-11 22:49:09 main:574] : INFO : Epoch 1723 | loss: 0.0311756 | val_loss: 0.0311935 | Time: 2197.58 ms [2022-03-11 22:49:12 main:574] : INFO : Epoch 1724 | loss: 0.031175 | val_loss: 0.0311922 | Time: 2255.69 ms [2022-03-11 22:49:14 main:574] : INFO : Epoch 1725 | loss: 0.0311757 | val_loss: 0.0311919 | Time: 2242.68 ms [2022-03-11 22:49:16 main:574] : INFO : Epoch 1726 | loss: 0.0311771 | val_loss: 0.031191 | Time: 2302.52 ms [2022-03-11 22:49:18 main:574] : INFO : Epoch 1727 | loss: 0.0311769 | val_loss: 0.0311927 | Time: 2250.53 ms [2022-03-11 22:49:21 main:574] : INFO : Epoch 1728 | loss: 0.0311767 | val_loss: 0.0311923 | Time: 2260.85 ms [2022-03-11 22:49:23 main:574] : INFO : Epoch 1729 | loss: 0.0311758 | val_loss: 0.0311946 | Time: 2251.56 ms [2022-03-11 22:49:25 main:574] : INFO : Epoch 1730 | loss: 0.0311759 | val_loss: 0.0311917 | Time: 2280.97 ms [2022-03-11 22:49:28 main:574] : INFO : Epoch 1731 | loss: 0.031175 | val_loss: 0.0311904 | Time: 2265.66 ms [2022-03-11 22:49:30 main:574] : INFO : Epoch 1732 | loss: 0.0311742 | val_loss: 0.0311921 | Time: 2337.92 ms [2022-03-11 22:49:32 main:574] : INFO : Epoch 1733 | loss: 0.0311756 | val_loss: 0.0311909 | Time: 2415.49 ms [2022-03-11 22:49:35 main:574] : INFO : Epoch 1734 | loss: 0.031173 | val_loss: 0.0311911 | Time: 2369.11 ms [2022-03-11 22:49:37 main:574] : INFO : Epoch 1735 | loss: 0.0311733 | val_loss: 0.031189 | Time: 2332.06 ms [2022-03-11 22:49:39 main:574] : INFO : Epoch 1736 | loss: 0.0311725 | val_loss: 0.0311943 | Time: 2282.7 ms [2022-03-11 22:49:42 main:574] : INFO : Epoch 1737 | loss: 0.0311717 | val_loss: 0.0311907 | Time: 2224.11 ms [2022-03-11 22:49:44 main:574] : INFO : Epoch 1738 | loss: 0.0311764 | val_loss: 0.03119 | Time: 2177.19 ms [2022-03-11 22:49:46 main:574] : INFO : Epoch 1739 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 2213.2 ms [2022-03-11 22:49:48 main:574] : INFO : Epoch 1740 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2330.97 ms [2022-03-11 22:49:51 main:574] : INFO : Epoch 1741 | loss: 0.0311744 | val_loss: 0.0311896 | Time: 2275.88 ms [2022-03-11 22:49:53 main:574] : INFO : Epoch 1742 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 2167 ms [2022-03-11 22:49:55 main:574] : INFO : Epoch 1743 | loss: 0.0311759 | val_loss: 0.0311852 | Time: 2261.34 ms [2022-03-11 22:49:57 main:574] : INFO : Epoch 1744 | loss: 0.0311751 | val_loss: 0.0311868 | Time: 2233.98 ms [2022-03-11 22:49:59 main:574] : INFO : Epoch 1745 | loss: 0.031174 | val_loss: 0.0311878 | Time: 2199.17 ms [2022-03-11 22:50:02 main:574] : INFO : Epoch 1746 | loss: 0.0311761 | val_loss: 0.0311919 | Time: 2232.34 ms [2022-03-11 22:50:04 main:574] : INFO : Epoch 1747 | loss: 0.0311756 | val_loss: 0.0311985 | Time: 2177.32 ms [2022-03-11 22:50:06 main:574] : INFO : Epoch 1748 | loss: 0.0311772 | val_loss: 0.0311905 | Time: 2234.49 ms [2022-03-11 22:50:08 main:574] : INFO : Epoch 1749 | loss: 0.0311732 | val_loss: 0.0311894 | Time: 2340.63 ms [2022-03-11 22:50:11 main:574] : INFO : Epoch 1750 | loss: 0.0311725 | val_loss: 0.0311871 | Time: 2228.14 ms [2022-03-11 22:50:13 main:574] : INFO : Epoch 1751 | loss: 0.0311726 | val_loss: 0.031187 | Time: 2245.47 ms [2022-03-11 22:50:15 main:574] : INFO : Epoch 1752 | loss: 0.0311733 | val_loss: 0.031187 | Time: 2209.32 ms [2022-03-11 22:50:17 main:574] : INFO : Epoch 1753 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2242.63 ms [2022-03-11 22:50:20 main:574] : INFO : Epoch 1754 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 2176.82 ms [2022-03-11 22:50:22 main:574] : INFO : Epoch 1755 | loss: 0.0311766 | val_loss: 0.0311875 | Time: 2282.52 ms [2022-03-11 22:50:24 main:574] : INFO : Epoch 1756 | loss: 0.0311763 | val_loss: 0.0311885 | Time: 2219.98 ms [2022-03-11 22:50:26 main:574] : INFO : Epoch 1757 | loss: 0.0311758 | val_loss: 0.0311904 | Time: 2182.82 ms [2022-03-11 22:50:28 main:574] : INFO : Epoch 1758 | loss: 0.0311754 | val_loss: 0.031189 | Time: 2208.47 ms [2022-03-11 22:50:31 main:574] : INFO : Epoch 1759 | loss: 0.0311757 | val_loss: 0.0311878 | Time: 2222.65 ms [2022-03-11 22:50:33 main:574] : INFO : Epoch 1760 | loss: 0.0311751 | val_loss: 0.0311899 | Time: 2217.25 ms [2022-03-11 22:50:35 main:574] : INFO : Epoch 1761 | loss: 0.0311768 | val_loss: 0.0311925 | Time: 2228.25 ms [2022-03-11 22:50:37 main:574] : INFO : Epoch 1762 | loss: 0.0311772 | val_loss: 0.0311915 | Time: 2271.32 ms [2022-03-11 22:50:40 main:574] : INFO : Epoch 1763 | loss: 0.0311764 | val_loss: 0.0311902 | Time: 2262.25 ms [2022-03-11 22:50:42 main:574] : INFO : Epoch 1764 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 2244.81 ms [2022-03-11 22:50:44 main:574] : INFO : Epoch 1765 | loss: 0.0311743 | val_loss: 0.0311908 | Time: 2225.38 ms [2022-03-11 22:50:46 main:574] : INFO : Epoch 1766 | loss: 0.0311746 | val_loss: 0.0311916 | Time: 2240.74 ms [2022-03-11 22:50:49 main:574] : INFO : Epoch 1767 | loss: 0.0311743 | val_loss: 0.0311911 | Time: 2261.88 ms [2022-03-11 22:50:51 main:574] : INFO : Epoch 1768 | loss: 0.0311758 | val_loss: 0.0311929 | Time: 2250.65 ms [2022-03-11 22:50:53 main:574] : INFO : Epoch 1769 | loss: 0.0311763 | val_loss: 0.0311898 | Time: 2212.71 ms [2022-03-11 22:50:55 main:574] : INFO : Epoch 1770 | loss: 0.0311733 | val_loss: 0.0311889 | Time: 2179.21 ms [2022-03-11 22:50:58 main:574] : INFO : Epoch 1771 | loss: 0.0311737 | val_loss: 0.0311901 | Time: 2203.73 ms [2022-03-11 22:51:00 main:574] : INFO : Epoch 1772 | loss: 0.0311734 | val_loss: 0.0311888 | Time: 2253.46 ms [2022-03-11 22:51:02 main:574] : INFO : Epoch 1773 | loss: 0.0311753 | val_loss: 0.0311896 | Time: 2238.34 ms [2022-03-11 22:51:04 main:574] : INFO : Epoch 1774 | loss: 0.0311766 | val_loss: 0.031188 | Time: 2244.4 ms [2022-03-11 22:51:07 main:574] : INFO : Epoch 1775 | loss: 0.0311744 | val_loss: 0.0311919 | Time: 2201.62 ms [2022-03-11 22:51:09 main:574] : INFO : Epoch 1776 | loss: 0.0311734 | val_loss: 0.031189 | Time: 2261.14 ms [2022-03-11 22:51:11 main:574] : INFO : Epoch 1777 | loss: 0.0311715 | val_loss: 0.0311886 | Time: 2232.91 ms [2022-03-11 22:51:13 main:574] : INFO : Epoch 1778 | loss: 0.031172 | val_loss: 0.031189 | Time: 2255.46 ms [2022-03-11 22:51:16 main:574] : INFO : Epoch 1779 | loss: 0.0311732 | val_loss: 0.0311887 | Time: 2230.59 ms [2022-03-11 22:51:18 main:574] : INFO : Epoch 1780 | loss: 0.0311734 | val_loss: 0.0311885 | Time: 2187.84 ms [2022-03-11 22:51:20 main:574] : INFO : Epoch 1781 | loss: 0.0311741 | val_loss: 0.0311889 | Time: 2239.42 ms [2022-03-11 22:51:22 main:574] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311918 | Time: 2305.81 ms [2022-03-11 22:51:25 main:574] : INFO : Epoch 1783 | loss: 0.0311722 | val_loss: 0.0311883 | Time: 2375.05 ms [2022-03-11 22:51:27 main:574] : INFO : Epoch 1784 | loss: 0.0311715 | val_loss: 0.0311912 | Time: 2361.62 ms [2022-03-11 22:51:29 main:574] : INFO : Epoch 1785 | loss: 0.0311743 | val_loss: 0.031194 | Time: 2342.39 ms [2022-03-11 22:51:32 main:574] : INFO : Epoch 1786 | loss: 0.0311739 | val_loss: 0.0311904 | Time: 2321.21 ms [2022-03-11 22:51:34 main:574] : INFO : Epoch 1787 | loss: 0.0311779 | val_loss: 0.0311881 | Time: 2298.35 ms [2022-03-11 22:51:36 main:574] : INFO : Epoch 1788 | loss: 0.031176 | val_loss: 0.0311921 | Time: 2184.32 ms [2022-03-11 22:51:38 main:574] : INFO : Epoch 1789 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 2215.36 ms [2022-03-11 22:51:41 main:574] : INFO : Epoch 1790 | loss: 0.0311754 | val_loss: 0.0311883 | Time: 2177.98 ms [2022-03-11 22:51:43 main:574] : INFO : Epoch 1791 | loss: 0.0311743 | val_loss: 0.0311868 | Time: 2289.51 ms [2022-03-11 22:51:45 main:574] : INFO : Epoch 1792 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 2229.61 ms [2022-03-11 22:51:47 main:574] : INFO : Epoch 1793 | loss: 0.0311728 | val_loss: 0.0311884 | Time: 2207.98 ms [2022-03-11 22:51:50 main:574] : INFO : Epoch 1794 | loss: 0.0311716 | val_loss: 0.0311898 | Time: 2191.37 ms [2022-03-11 22:51:52 main:574] : INFO : Epoch 1795 | loss: 0.0311712 | val_loss: 0.0311915 | Time: 2247.87 ms [2022-03-11 22:51:54 main:574] : INFO : Epoch 1796 | loss: 0.0311718 | val_loss: 0.0312008 | Time: 2255.83 ms [2022-03-11 22:51:56 main:574] : INFO : Epoch 1797 | loss: 0.0311783 | val_loss: 0.031197 | Time: 2270.08 ms [2022-03-11 22:51:59 main:574] : INFO : Epoch 1798 | loss: 0.0311797 | val_loss: 0.0311951 | Time: 2272.06 ms [2022-03-11 22:52:01 main:574] : INFO : Epoch 1799 | loss: 0.0311737 | val_loss: 0.0311962 | Time: 2319.21 ms [2022-03-11 22:52:03 main:574] : INFO : Epoch 1800 | loss: 0.0311715 | val_loss: 0.031194 | Time: 2259.73 ms [2022-03-11 22:52:06 main:574] : INFO : Epoch 1801 | loss: 0.031175 | val_loss: 0.0311893 | Time: 2340.62 ms [2022-03-11 22:52:08 main:574] : INFO : Epoch 1802 | loss: 0.0311753 | val_loss: 0.0311895 | Time: 2151.64 ms [2022-03-11 22:52:10 main:574] : INFO : Epoch 1803 | loss: 0.0311733 | val_loss: 0.0311889 | Time: 2192.61 ms [2022-03-11 22:52:12 main:574] : INFO : Epoch 1804 | loss: 0.0311723 | val_loss: 0.0311895 | Time: 2234.11 ms [2022-03-11 22:52:14 main:574] : INFO : Epoch 1805 | loss: 0.0311719 | val_loss: 0.0311905 | Time: 2211.26 ms [2022-03-11 22:52:17 main:574] : INFO : Epoch 1806 | loss: 0.0311726 | val_loss: 0.0311904 | Time: 2185.36 ms [2022-03-11 22:52:19 main:574] : INFO : Epoch 1807 | loss: 0.0311709 | val_loss: 0.031192 | Time: 2148.6 ms [2022-03-11 22:52:21 main:574] : INFO : Epoch 1808 | loss: 0.0311717 | val_loss: 0.0311901 | Time: 2194.78 ms [2022-03-11 22:52:23 main:574] : INFO : Epoch 1809 | loss: 0.0311733 | val_loss: 0.0311976 | Time: 2189.04 ms [2022-03-11 22:52:25 main:574] : INFO : Epoch 1810 | loss: 0.0311716 | val_loss: 0.0311884 | Time: 2179.45 ms [2022-03-11 22:52:27 main:574] : INFO : Epoch 1811 | loss: 0.0311708 | val_loss: 0.0311889 | Time: 2216.9 ms [2022-03-11 22:52:30 main:574] : INFO : Epoch 1812 | loss: 0.0311735 | val_loss: 0.0311905 | Time: 2205.67 ms [2022-03-11 22:52:32 main:574] : INFO : Epoch 1813 | loss: 0.0311727 | val_loss: 0.0311892 | Time: 2178.02 ms [2022-03-11 22:52:34 main:574] : INFO : Epoch 1814 | loss: 0.0311715 | val_loss: 0.0311881 | Time: 2195.47 ms [2022-03-11 22:52:36 main:574] : INFO : Epoch 1815 | loss: 0.0311717 | val_loss: 0.0311921 | Time: 2249.24 ms [2022-03-11 22:52:39 main:574] : INFO : Epoch 1816 | loss: 0.0311713 | val_loss: 0.0311882 | Time: 2202.45 ms [2022-03-11 22:52:41 main:574] : INFO : Epoch 1817 | loss: 0.0311707 | val_loss: 0.0311897 | Time: 2181.68 ms [2022-03-11 22:52:43 main:574] : INFO : Epoch 1818 | loss: 0.0311695 | val_loss: 0.0311897 | Time: 2165.51 ms [2022-03-11 22:52:45 main:574] : INFO : Epoch 1819 | loss: 0.0311714 | val_loss: 0.0311866 | Time: 2180.76 ms [2022-03-11 22:52:47 main:574] : INFO : Epoch 1820 | loss: 0.0311709 | val_loss: 0.0311874 | Time: 2191.83 ms [2022-03-11 22:52:50 main:574] : INFO : Epoch 1821 | loss: 0.0311717 | val_loss: 0.0311851 | Time: 2301.95 ms [2022-03-11 22:52:52 main:574] : INFO : Epoch 1822 | loss: 0.0311723 | val_loss: 0.0311878 | Time: 2279.08 ms [2022-03-11 22:52:54 main:574] : INFO : Epoch 1823 | loss: 0.031171 | val_loss: 0.0311879 | Time: 2190.99 ms [2022-03-11 22:52:56 main:574] : INFO : Epoch 1824 | loss: 0.0311725 | val_loss: 0.0311905 | Time: 2175.03 ms [2022-03-11 22:52:58 main:574] : INFO : Epoch 1825 | loss: 0.0311731 | val_loss: 0.031187 | Time: 2172.52 ms [2022-03-11 22:53:01 main:574] : INFO : Epoch 1826 | loss: 0.031173 | val_loss: 0.0311919 | Time: 2226.97 ms [2022-03-11 22:53:03 main:574] : INFO : Epoch 1827 | loss: 0.0311721 | val_loss: 0.0311879 | Time: 2187.98 ms [2022-03-11 22:53:05 main:574] : INFO : Epoch 1828 | loss: 0.0311714 | val_loss: 0.0311871 | Time: 2155.57 ms [2022-03-11 22:53:07 main:574] : INFO : Epoch 1829 | loss: 0.0311704 | val_loss: 0.0311874 | Time: 2221.05 ms [2022-03-11 22:53:09 main:574] : INFO : Epoch 1830 | loss: 0.0311704 | val_loss: 0.0311863 | Time: 2170.81 ms [2022-03-11 22:53:12 main:574] : INFO : Epoch 1831 | loss: 0.0311704 | val_loss: 0.0311854 | Time: 2153.64 ms [2022-03-11 22:53:14 main:574] : INFO : Epoch 1832 | loss: 0.0311699 | val_loss: 0.0311874 | Time: 2184.03 ms [2022-03-11 22:53:16 main:574] : INFO : Epoch 1833 | loss: 0.0311712 | val_loss: 0.0311847 | Time: 2165.19 ms [2022-03-11 22:53:18 main:574] : INFO : Epoch 1834 | loss: 0.0311709 | val_loss: 0.0311885 | Time: 2165.83 ms [2022-03-11 22:53:20 main:574] : INFO : Epoch 1835 | loss: 0.031171 | val_loss: 0.0311851 | Time: 2246.34 ms [2022-03-11 22:53:23 main:574] : INFO : Epoch 1836 | loss: 0.0311723 | val_loss: 0.0311856 | Time: 2199.57 ms [2022-03-11 22:53:25 main:574] : INFO : Epoch 1837 | loss: 0.0311736 | val_loss: 0.0311863 | Time: 2202.26 ms [2022-03-11 22:53:27 main:574] : INFO : Epoch 1838 | loss: 0.0311707 | val_loss: 0.0311875 | Time: 2189.19 ms [2022-03-11 22:53:29 main:574] : INFO : Epoch 1839 | loss: 0.0311694 | val_loss: 0.0311876 | Time: 2174.73 ms [2022-03-11 22:53:31 main:574] : INFO : Epoch 1840 | loss: 0.0311697 | val_loss: 0.0311864 | Time: 2185.41 ms [2022-03-11 22:53:34 main:574] : INFO : Epoch 1841 | loss: 0.0311686 | val_loss: 0.0311858 | Time: 2186.22 ms [2022-03-11 22:53:36 main:574] : INFO : Epoch 1842 | loss: 0.0311695 | val_loss: 0.0311902 | Time: 2173.93 ms [2022-03-11 22:53:38 main:574] : INFO : Epoch 1843 | loss: 0.0311736 | val_loss: 0.0311862 | Time: 2233.86 ms [2022-03-11 22:53:40 main:574] : INFO : Epoch 1844 | loss: 0.0311748 | val_loss: 0.0311857 | Time: 2166.34 ms [2022-03-11 22:53:42 main:574] : INFO : Epoch 1845 | loss: 0.0311721 | val_loss: 0.0311859 | Time: 2208.16 ms [2022-03-11 22:53:44 main:574] : INFO : Epoch 1846 | loss: 0.031172 | val_loss: 0.0311846 | Time: 2167.67 ms [2022-03-11 22:53:47 main:574] : INFO : Epoch 1847 | loss: 0.0311743 | val_loss: 0.0311879 | Time: 2193.54 ms [2022-03-11 22:53:49 main:574] : INFO : Epoch 1848 | loss: 0.0311748 | val_loss: 0.031185 | Time: 2178.7 ms [2022-03-11 22:53:51 main:574] : INFO : Epoch 1849 | loss: 0.0311719 | val_loss: 0.031185 | Time: 2179.12 ms [2022-03-11 22:54:04 main:574] : INFO : Epoch 1850 | loss: 0.0311724 | val_loss: 0.0311852 | Time: 12532.7 ms [2022-03-11 22:54:06 main:574] : INFO : Epoch 1851 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 2372.15 ms [2022-03-11 22:54:08 main:574] : INFO : Epoch 1852 | loss: 0.0311727 | val_loss: 0.0311897 | Time: 2297.06 ms [2022-03-11 22:54:11 main:574] : INFO : Epoch 1853 | loss: 0.031172 | val_loss: 0.0311838 | Time: 2252.27 ms [2022-03-11 22:54:13 main:574] : INFO : Epoch 1854 | loss: 0.0311728 | val_loss: 0.0311847 | Time: 2286.17 ms [2022-03-11 22:54:15 main:574] : INFO : Epoch 1855 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 2227.51 ms [2022-03-11 22:54:17 main:574] : INFO : Epoch 1856 | loss: 0.0311764 | val_loss: 0.0311843 | Time: 2165.16 ms [2022-03-11 22:54:19 main:574] : INFO : Epoch 1857 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 2186.84 ms [2022-03-11 22:54:22 main:574] : INFO : Epoch 1858 | loss: 0.031177 | val_loss: 0.0311852 | Time: 2222.02 ms [2022-03-11 22:54:24 main:574] : INFO : Epoch 1859 | loss: 0.0311756 | val_loss: 0.0311857 | Time: 2257.68 ms [2022-03-11 22:54:26 main:574] : INFO : Epoch 1860 | loss: 0.031175 | val_loss: 0.0311844 | Time: 2167.02 ms [2022-03-11 22:54:28 main:574] : INFO : Epoch 1861 | loss: 0.0311768 | val_loss: 0.0311878 | Time: 2255.56 ms [2022-03-11 22:54:31 main:574] : INFO : Epoch 1862 | loss: 0.0311791 | val_loss: 0.0311977 | Time: 2191.7 ms [2022-03-11 22:54:33 main:574] : INFO : Epoch 1863 | loss: 0.0311944 | val_loss: 0.0311908 | Time: 2210.84 ms [2022-03-11 22:54:35 main:574] : INFO : Epoch 1864 | loss: 0.0311923 | val_loss: 0.0311899 | Time: 2230.84 ms [2022-03-11 22:54:37 main:574] : INFO : Epoch 1865 | loss: 0.0311888 | val_loss: 0.0311872 | Time: 2233.05 ms [2022-03-11 22:54:39 main:574] : INFO : Epoch 1866 | loss: 0.031189 | val_loss: 0.0311851 | Time: 2174.95 ms [2022-03-11 22:54:42 main:574] : INFO : Epoch 1867 | loss: 0.031184 | val_loss: 0.0311837 | Time: 2196.41 ms [2022-03-11 22:54:44 main:574] : INFO : Epoch 1868 | loss: 0.0311833 | val_loss: 0.0311846 | Time: 2232.85 ms [2022-03-11 22:54:46 main:574] : INFO : Epoch 1869 | loss: 0.0311828 | val_loss: 0.0311847 | Time: 2208.52 ms [2022-03-11 22:54:48 main:574] : INFO : Epoch 1870 | loss: 0.0311825 | val_loss: 0.0311841 | Time: 2227.94 ms [2022-03-11 22:54:51 main:574] : INFO : Epoch 1871 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 2272.79 ms [2022-03-11 22:54:53 main:574] : INFO : Epoch 1872 | loss: 0.0311908 | val_loss: 0.0311847 | Time: 2313.93 ms [2022-03-11 22:54:55 main:574] : INFO : Epoch 1873 | loss: 0.0311899 | val_loss: 0.0311936 | Time: 2309.98 ms [2022-03-11 22:54:57 main:574] : INFO : Epoch 1874 | loss: 0.0311958 | val_loss: 0.0311967 | Time: 2253.92 ms [2022-03-11 22:55:00 main:574] : INFO : Epoch 1875 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 2203.07 ms [2022-03-11 22:55:02 main:574] : INFO : Epoch 1876 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 2238.5 ms [2022-03-11 22:55:04 main:574] : INFO : Epoch 1877 | loss: 0.0311826 | val_loss: 0.0311883 | Time: 2253.62 ms [2022-03-11 22:55:06 main:574] : INFO : Epoch 1878 | loss: 0.0311816 | val_loss: 0.0311843 | Time: 2266.25 ms [2022-03-11 22:55:09 main:574] : INFO : Epoch 1879 | loss: 0.03118 | val_loss: 0.0311841 | Time: 2238.7 ms [2022-03-11 22:55:11 main:574] : INFO : Epoch 1880 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 2228.97 ms [2022-03-11 22:55:13 main:574] : INFO : Epoch 1881 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 2204.01 ms [2022-03-11 22:55:15 main:574] : INFO : Epoch 1882 | loss: 0.0311799 | val_loss: 0.0311846 | Time: 2185.06 ms [2022-03-11 22:55:18 main:574] : INFO : Epoch 1883 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 2202.97 ms [2022-03-11 22:55:20 main:574] : INFO : Epoch 1884 | loss: 0.0311802 | val_loss: 0.0311876 | Time: 2241.49 ms [2022-03-11 22:55:22 main:574] : INFO : Epoch 1885 | loss: 0.03118 | val_loss: 0.0311828 | Time: 2252.13 ms [2022-03-11 22:55:24 main:574] : INFO : Epoch 1886 | loss: 0.0311794 | val_loss: 0.0311869 | Time: 2273.2 ms [2022-03-11 22:55:27 main:574] : INFO : Epoch 1887 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 2243.51 ms [2022-03-11 22:55:29 main:574] : INFO : Epoch 1888 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 2307.83 ms [2022-03-11 22:55:31 main:574] : INFO : Epoch 1889 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 2216.19 ms [2022-03-11 22:55:33 main:574] : INFO : Epoch 1890 | loss: 0.0311797 | val_loss: 0.031188 | Time: 2203.48 ms [2022-03-11 22:55:36 main:574] : INFO : Epoch 1891 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 2204.2 ms [2022-03-11 22:55:38 main:574] : INFO : Epoch 1892 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 2203.4 ms [2022-03-11 22:55:40 main:574] : INFO : Epoch 1893 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 2207.83 ms [2022-03-11 22:55:42 main:574] : INFO : Epoch 1894 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 2236.62 ms [2022-03-11 22:55:44 main:574] : INFO : Epoch 1895 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 2256.33 ms [2022-03-11 22:55:47 main:574] : INFO : Epoch 1896 | loss: 0.0311804 | val_loss: 0.0311905 | Time: 2207.8 ms [2022-03-11 22:55:49 main:574] : INFO : Epoch 1897 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 2270.03 ms [2022-03-11 22:55:51 main:574] : INFO : Epoch 1898 | loss: 0.0311773 | val_loss: 0.0311835 | Time: 2280.87 ms [2022-03-11 22:55:53 main:574] : INFO : Epoch 1899 | loss: 0.0311767 | val_loss: 0.031183 | Time: 2174.67 ms [2022-03-11 22:55:56 main:574] : INFO : Epoch 1900 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2155.02 ms [2022-03-11 22:55:58 main:574] : INFO : Epoch 1901 | loss: 0.031179 | val_loss: 0.031182 | Time: 2227.35 ms [2022-03-11 22:56:00 main:574] : INFO : Epoch 1902 | loss: 0.031177 | val_loss: 0.0311818 | Time: 2252.5 ms [2022-03-11 22:56:02 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.0311819 | Time: 2242.85 ms [2022-03-11 22:56:05 main:574] : INFO : Epoch 1904 | loss: 0.0311795 | val_loss: 0.0311926 | Time: 2163.28 ms [2022-03-11 22:56:07 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311828 | Time: 2226.99 ms [2022-03-11 22:56:09 main:574] : INFO : Epoch 1906 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 2290.14 ms [2022-03-11 22:56:11 main:574] : INFO : Epoch 1907 | loss: 0.0311765 | val_loss: 0.0311823 | Time: 2305.02 ms [2022-03-11 22:56:14 main:574] : INFO : Epoch 1908 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 2221.69 ms [2022-03-11 22:56:16 main:574] : INFO : Epoch 1909 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 2262.33 ms [2022-03-11 22:56:18 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.031184 | Time: 2226.3 ms [2022-03-11 22:56:20 main:574] : INFO : Epoch 1911 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 2203.68 ms [2022-03-11 22:56:23 main:574] : INFO : Epoch 1912 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 2269.39 ms [2022-03-11 22:56:25 main:574] : INFO : Epoch 1913 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 2238.53 ms [2022-03-11 22:56:27 main:574] : INFO : Epoch 1914 | loss: 0.0311768 | val_loss: 0.0311853 | Time: 2197.17 ms [2022-03-11 22:56:29 main:574] : INFO : Epoch 1915 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 2239.83 ms [2022-03-11 22:56:31 main:574] : INFO : Epoch 1916 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 2243.66 ms [2022-03-11 22:56:34 main:574] : INFO : Epoch 1917 | loss: 0.0311769 | val_loss: 0.0311904 | Time: 2245.89 ms [2022-03-11 22:56:36 main:574] : INFO : Epoch 1918 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 2259.73 ms [2022-03-11 22:56:38 main:574] : INFO : Epoch 1919 | loss: 0.0311772 | val_loss: 0.031184 | Time: 2240.75 ms [2022-03-11 22:56:40 main:574] : INFO : Epoch 1920 | loss: 0.0311782 | val_loss: 0.0311843 | Time: 2225.05 ms [2022-03-11 22:56:43 main:574] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2169.4 ms [2022-03-11 22:56:45 main:574] : INFO : Epoch 1922 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 2234.58 ms [2022-03-11 22:56:47 main:574] : INFO : Epoch 1923 | loss: 0.0311765 | val_loss: 0.0311849 | Time: 2232.14 ms [2022-03-11 22:56:49 main:574] : INFO : Epoch 1924 | loss: 0.0311776 | val_loss: 0.031184 | Time: 2288.6 ms [2022-03-11 22:56:52 main:574] : INFO : Epoch 1925 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 2290.63 ms [2022-03-11 22:56:54 main:574] : INFO : Epoch 1926 | loss: 0.0311781 | val_loss: 0.0311827 | Time: 2244.81 ms [2022-03-11 22:56:56 main:574] : INFO : Epoch 1927 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 2288.92 ms [2022-03-11 22:56:59 main:574] : INFO : Epoch 1928 | loss: 0.0311788 | val_loss: 0.0311869 | Time: 2244.4 ms [2022-03-11 22:57:01 main:574] : INFO : Epoch 1929 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 2244.29 ms [2022-03-11 22:57:03 main:574] : INFO : Epoch 1930 | loss: 0.0311764 | val_loss: 0.031186 | Time: 2188.45 ms [2022-03-11 22:57:05 main:574] : INFO : Epoch 1931 | loss: 0.031176 | val_loss: 0.0311844 | Time: 2246.37 ms [2022-03-11 22:57:07 main:574] : INFO : Epoch 1932 | loss: 0.0311758 | val_loss: 0.0311873 | Time: 2248.29 ms [2022-03-11 22:57:10 main:574] : INFO : Epoch 1933 | loss: 0.0311766 | val_loss: 0.031183 | Time: 2292.28 ms [2022-03-11 22:57:12 main:574] : INFO : Epoch 1934 | loss: 0.0311755 | val_loss: 0.0311842 | Time: 2246.8 ms [2022-03-11 22:57:14 main:574] : INFO : Epoch 1935 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 2207.17 ms [2022-03-11 22:57:16 main:574] : INFO : Epoch 1936 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 2208.12 ms [2022-03-11 22:57:19 main:574] : INFO : Epoch 1937 | loss: 0.0311752 | val_loss: 0.0311853 | Time: 2256.61 ms [2022-03-11 22:57:21 main:574] : INFO : Epoch 1938 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2238.5 ms [2022-03-11 22:57:23 main:574] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311843 | Time: 2242.96 ms [2022-03-11 22:57:25 main:574] : INFO : Epoch 1940 | loss: 0.0311745 | val_loss: 0.0311846 | Time: 2252.66 ms [2022-03-11 22:57:28 main:574] : INFO : Epoch 1941 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2246.04 ms [2022-03-11 22:57:30 main:574] : INFO : Epoch 1942 | loss: 0.0311743 | val_loss: 0.031182 | Time: 2259.7 ms [2022-03-11 22:57:32 main:574] : INFO : Epoch 1943 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 2240.05 ms [2022-03-11 22:57:34 main:574] : INFO : Epoch 1944 | loss: 0.0311742 | val_loss: 0.0311827 | Time: 2225.11 ms [2022-03-11 22:57:37 main:574] : INFO : Epoch 1945 | loss: 0.031174 | val_loss: 0.0311836 | Time: 2250.56 ms [2022-03-11 22:57:39 main:574] : INFO : Epoch 1946 | loss: 0.0311759 | val_loss: 0.0311833 | Time: 2153.8 ms [2022-03-11 22:57:41 main:574] : INFO : Epoch 1947 | loss: 0.0311741 | val_loss: 0.031183 | Time: 2202.19 ms [2022-03-11 22:57:43 main:574] : INFO : Epoch 1948 | loss: 0.031174 | val_loss: 0.0311858 | Time: 2220.46 ms [2022-03-11 22:57:46 main:574] : INFO : Epoch 1949 | loss: 0.0311741 | val_loss: 0.0311813 | Time: 2219.49 ms [2022-03-11 22:57:48 main:574] : INFO : Epoch 1950 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 2242.2 ms [2022-03-11 22:57:50 main:574] : INFO : Epoch 1951 | loss: 0.0311733 | val_loss: 0.0311882 | Time: 2295 ms [2022-03-11 22:57:52 main:574] : INFO : Epoch 1952 | loss: 0.031173 | val_loss: 0.0311842 | Time: 2172.24 ms [2022-03-11 22:57:54 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 2197.21 ms [2022-03-11 22:57:57 main:574] : INFO : Epoch 1954 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 2123.71 ms [2022-03-11 22:57:59 main:574] : INFO : Epoch 1955 | loss: 0.0311727 | val_loss: 0.0311816 | Time: 2180.01 ms [2022-03-11 22:58:01 main:574] : INFO : Epoch 1956 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 2171.68 ms [2022-03-11 22:58:03 main:574] : INFO : Epoch 1957 | loss: 0.0311742 | val_loss: 0.0311796 | Time: 2222.48 ms [2022-03-11 22:58:05 main:574] : INFO : Epoch 1958 | loss: 0.0311737 | val_loss: 0.0311852 | Time: 2204.88 ms [2022-03-11 22:58:08 main:574] : INFO : Epoch 1959 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2228.17 ms [2022-03-11 22:58:10 main:574] : INFO : Epoch 1960 | loss: 0.031173 | val_loss: 0.0311816 | Time: 2234.71 ms [2022-03-11 22:58:12 main:574] : INFO : Epoch 1961 | loss: 0.0311735 | val_loss: 0.031187 | Time: 2220.14 ms [2022-03-11 22:58:14 main:574] : INFO : Epoch 1962 | loss: 0.0311744 | val_loss: 0.0311839 | Time: 2250.05 ms [2022-03-11 22:58:17 main:574] : INFO : Epoch 1963 | loss: 0.0311725 | val_loss: 0.0311796 | Time: 2201.6 ms [2022-03-11 22:58:19 main:574] : INFO : Epoch 1964 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 2220.79 ms [2022-03-11 22:58:21 main:574] : INFO : Epoch 1965 | loss: 0.0311734 | val_loss: 0.0311873 | Time: 2217.3 ms [2022-03-11 22:58:23 main:574] : INFO : Epoch 1966 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 2233.67 ms [2022-03-11 22:58:25 main:574] : INFO : Epoch 1967 | loss: 0.0311733 | val_loss: 0.0311874 | Time: 2178.26 ms [2022-03-11 22:58:28 main:574] : INFO : Epoch 1968 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 2165.56 ms [2022-03-11 22:58:30 main:574] : INFO : Epoch 1969 | loss: 0.0311733 | val_loss: 0.031184 | Time: 2185 ms [2022-03-11 22:58:32 main:574] : INFO : Epoch 1970 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2186.23 ms [2022-03-11 22:58:34 main:574] : INFO : Epoch 1971 | loss: 0.0311762 | val_loss: 0.0311856 | Time: 2203.25 ms [2022-03-11 22:58:36 main:574] : INFO : Epoch 1972 | loss: 0.031178 | val_loss: 0.031183 | Time: 2185.76 ms [2022-03-11 22:58:39 main:574] : INFO : Epoch 1973 | loss: 0.0311766 | val_loss: 0.0311839 | Time: 2239.61 ms [2022-03-11 22:58:41 main:574] : INFO : Epoch 1974 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 2228.78 ms [2022-03-11 22:58:43 main:574] : INFO : Epoch 1975 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 2195.12 ms [2022-03-11 22:58:45 main:574] : INFO : Epoch 1976 | loss: 0.0311773 | val_loss: 0.0311861 | Time: 2225.65 ms [2022-03-11 22:58:47 main:574] : INFO : Epoch 1977 | loss: 0.0311773 | val_loss: 0.0311891 | Time: 2214.97 ms [2022-03-11 22:58:50 main:574] : INFO : Epoch 1978 | loss: 0.0311802 | val_loss: 0.031185 | Time: 2229.24 ms [2022-03-11 22:58:52 main:574] : INFO : Epoch 1979 | loss: 0.0311778 | val_loss: 0.0311848 | Time: 2231.15 ms [2022-03-11 22:58:54 main:574] : INFO : Epoch 1980 | loss: 0.0311766 | val_loss: 0.0311921 | Time: 2201.02 ms [2022-03-11 22:58:56 main:574] : INFO : Epoch 1981 | loss: 0.0311792 | val_loss: 0.0311876 | Time: 2216.09 ms [2022-03-11 22:58:59 main:574] : INFO : Epoch 1982 | loss: 0.0311806 | val_loss: 0.0311843 | Time: 2226.08 ms [2022-03-11 22:59:01 main:574] : INFO : Epoch 1983 | loss: 0.0311785 | val_loss: 0.0311852 | Time: 2223.5 ms [2022-03-11 22:59:03 main:574] : INFO : Epoch 1984 | loss: 0.0311787 | val_loss: 0.0311853 | Time: 2161.1 ms [2022-03-11 22:59:05 main:574] : INFO : Epoch 1985 | loss: 0.0311794 | val_loss: 0.0311837 | Time: 2189.17 ms [2022-03-11 22:59:07 main:574] : INFO : Epoch 1986 | loss: 0.03118 | val_loss: 0.0311836 | Time: 2189.98 ms [2022-03-11 22:59:10 main:574] : INFO : Epoch 1987 | loss: 0.0311809 | val_loss: 0.031182 | Time: 2238.69 ms [2022-03-11 22:59:12 main:574] : INFO : Epoch 1988 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 2176.93 ms [2022-03-11 22:59:14 main:574] : INFO : Epoch 1989 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 2207.2 ms [2022-03-11 22:59:16 main:574] : INFO : Epoch 1990 | loss: 0.0311798 | val_loss: 0.0311859 | Time: 2163.19 ms [2022-03-11 22:59:18 main:574] : INFO : Epoch 1991 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 2181.37 ms [2022-03-11 22:59:21 main:574] : INFO : Epoch 1992 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 2176.31 ms [2022-03-11 22:59:23 main:574] : INFO : Epoch 1993 | loss: 0.031178 | val_loss: 0.0311824 | Time: 2174.3 ms [2022-03-11 22:59:25 main:574] : INFO : Epoch 1994 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 2208.39 ms [2022-03-11 22:59:27 main:574] : INFO : Epoch 1995 | loss: 0.0311765 | val_loss: 0.0311803 | Time: 2228.14 ms [2022-03-11 22:59:29 main:574] : INFO : Epoch 1996 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 2186.86 ms [2022-03-11 22:59:32 main:574] : INFO : Epoch 1997 | loss: 0.0311758 | val_loss: 0.0311801 | Time: 2206.6 ms [2022-03-11 22:59:34 main:574] : INFO : Epoch 1998 | loss: 0.0311747 | val_loss: 0.03118 | Time: 2248.61 ms [2022-03-11 22:59:36 main:574] : INFO : Epoch 1999 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 2277.89 ms [2022-03-11 22:59:39 main:574] : INFO : Epoch 2000 | loss: 0.0311882 | val_loss: 0.0311939 | Time: 2495 ms [2022-03-11 22:59:41 main:574] : INFO : Epoch 2001 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 2511.41 ms [2022-03-11 22:59:43 main:574] : INFO : Epoch 2002 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 2246.72 ms [2022-03-11 22:59:46 main:574] : INFO : Epoch 2003 | loss: 0.0312023 | val_loss: 0.0311984 | Time: 2341.28 ms [2022-03-11 22:59:58 main:574] : INFO : Epoch 2004 | loss: 0.0311966 | val_loss: 0.0311953 | Time: 12558.5 ms [2022-03-11 23:00:01 main:574] : INFO : Epoch 2005 | loss: 0.0311935 | val_loss: 0.0311951 | Time: 2346.55 ms [2022-03-11 23:00:03 main:574] : INFO : Epoch 2006 | loss: 0.0311935 | val_loss: 0.0311938 | Time: 2168.25 ms [2022-03-11 23:00:05 main:574] : INFO : Epoch 2007 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 2270.31 ms [2022-03-11 23:00:07 main:574] : INFO : Epoch 2008 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 2265.9 ms [2022-03-11 23:00:10 main:574] : INFO : Epoch 2009 | loss: 0.0311895 | val_loss: 0.0311864 | Time: 2402.44 ms [2022-03-11 23:00:12 main:574] : INFO : Epoch 2010 | loss: 0.0311905 | val_loss: 0.031187 | Time: 2525.09 ms [2022-03-11 23:00:15 main:574] : INFO : Epoch 2011 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 2195.32 ms [2022-03-11 23:00:17 main:574] : INFO : Epoch 2012 | loss: 0.0311873 | val_loss: 0.0311849 | Time: 2253.45 ms [2022-03-11 23:00:19 main:574] : INFO : Epoch 2013 | loss: 0.0311858 | val_loss: 0.0311839 | Time: 2266.52 ms [2022-03-11 23:00:21 main:574] : INFO : Epoch 2014 | loss: 0.0311858 | val_loss: 0.0311843 | Time: 2203.05 ms [2022-03-11 23:00:24 main:574] : INFO : Epoch 2015 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 2278.52 ms [2022-03-11 23:00:26 main:574] : INFO : Epoch 2016 | loss: 0.0311849 | val_loss: 0.0311839 | Time: 2398.71 ms [2022-03-11 23:00:28 main:574] : INFO : Epoch 2017 | loss: 0.0311853 | val_loss: 0.0311861 | Time: 2212.36 ms [2022-03-11 23:00:30 main:574] : INFO : Epoch 2018 | loss: 0.0311835 | val_loss: 0.0311842 | Time: 2198.19 ms [2022-03-11 23:00:33 main:574] : INFO : Epoch 2019 | loss: 0.0311867 | val_loss: 0.0311845 | Time: 2182.6 ms [2022-03-11 23:00:35 main:574] : INFO : Epoch 2020 | loss: 0.0311849 | val_loss: 0.0311834 | Time: 2261.7 ms [2022-03-11 23:00:37 main:574] : INFO : Epoch 2021 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 2261.15 ms [2022-03-11 23:00:39 main:574] : INFO : Epoch 2022 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 2246.87 ms [2022-03-11 23:00:42 main:574] : INFO : Epoch 2023 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 2304.03 ms [2022-03-11 23:00:44 main:574] : INFO : Epoch 2024 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 2228.16 ms [2022-03-11 23:00:46 main:574] : INFO : Epoch 2025 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 2278.16 ms [2022-03-11 23:00:48 main:574] : INFO : Epoch 2026 | loss: 0.0311801 | val_loss: 0.031185 | Time: 2272.08 ms [2022-03-11 23:00:51 main:574] : INFO : Epoch 2027 | loss: 0.0311806 | val_loss: 0.0311837 | Time: 2254.42 ms [2022-03-11 23:00:53 main:574] : INFO : Epoch 2028 | loss: 0.0311801 | val_loss: 0.0311834 | Time: 2264.48 ms [2022-03-11 23:00:55 main:574] : INFO : Epoch 2029 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 2171.43 ms [2022-03-11 23:00:57 main:574] : INFO : Epoch 2030 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2261.93 ms [2022-03-11 23:01:00 main:574] : INFO : Epoch 2031 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 2216.65 ms [2022-03-11 23:01:02 main:574] : INFO : Epoch 2032 | loss: 0.0311797 | val_loss: 0.031186 | Time: 2313.82 ms [2022-03-11 23:01:04 main:574] : INFO : Epoch 2033 | loss: 0.0311859 | val_loss: 0.0311889 | Time: 2213.58 ms [2022-03-11 23:01:06 main:574] : INFO : Epoch 2034 | loss: 0.0311855 | val_loss: 0.0311904 | Time: 2212.13 ms [2022-03-11 23:01:09 main:574] : INFO : Epoch 2035 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 2374.22 ms [2022-03-11 23:01:11 main:574] : INFO : Epoch 2036 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 2230.91 ms [2022-03-11 23:01:13 main:574] : INFO : Epoch 2037 | loss: 0.0311838 | val_loss: 0.0311881 | Time: 2277.43 ms [2022-03-11 23:01:16 main:574] : INFO : Epoch 2038 | loss: 0.0311831 | val_loss: 0.0311885 | Time: 2314.98 ms [2022-03-11 23:01:18 main:574] : INFO : Epoch 2039 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 2373.66 ms [2022-03-11 23:01:21 main:574] : INFO : Epoch 2040 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 2623.53 ms [2022-03-11 23:01:23 main:574] : INFO : Epoch 2041 | loss: 0.0311823 | val_loss: 0.0311885 | Time: 2186.08 ms [2022-03-11 23:01:25 main:574] : INFO : Epoch 2042 | loss: 0.0311811 | val_loss: 0.0311876 | Time: 2254.51 ms [2022-03-11 23:01:27 main:574] : INFO : Epoch 2043 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 2342.78 ms [2022-03-11 23:01:30 main:574] : INFO : Epoch 2044 | loss: 0.0311835 | val_loss: 0.0311884 | Time: 2635.23 ms [2022-03-11 23:01:32 main:574] : INFO : Epoch 2045 | loss: 0.0311821 | val_loss: 0.0311875 | Time: 2278.21 ms [2022-03-11 23:01:35 main:574] : INFO : Epoch 2046 | loss: 0.0311824 | val_loss: 0.0311881 | Time: 2213.8 ms [2022-03-11 23:01:37 main:574] : INFO : Epoch 2047 | loss: 0.031182 | val_loss: 0.0311916 | Time: 2298.95 ms [2022-03-11 23:01:39 main:574] : INFO : Epoch 2048 | loss: 0.0311826 | val_loss: 0.0311866 | Time: 2293.28 ms [2022-03-11 23:01:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866 [2022-03-11 23:01:39 main:603] : INFO : Saving end state to config to file [2022-03-11 23:01:39 main:608] : INFO : Success, exiting.. 23:01:39 (21904): 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)