Task 12954907
| Name | ParityModified-1647041397-4394-0_0 |
| Workunit | 10087223 |
| Created | 11 Mar 2022, 23:30:02 UTC |
| Sent | 12 Mar 2022, 10:48:32 UTC |
| Report deadline | 20 Mar 2022, 10:48:32 UTC |
| Received | 12 Mar 2022, 12:28:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 39 min 13 sec |
| CPU time | 1 hours 37 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310078 | val_loss: 0.0312834 | Time: 2284.27 ms
[2022-03-12 13:08:56 main:574] : INFO : Epoch 1543 | loss: 0.0310011 | val_loss: 0.0312996 | Time: 2253.24 ms
[2022-03-12 13:08:58 main:574] : INFO : Epoch 1544 | loss: 0.0310018 | val_loss: 0.0312763 | Time: 2301.26 ms
[2022-03-12 13:09:00 main:574] : INFO : Epoch 1545 | loss: 0.0309988 | val_loss: 0.0312755 | Time: 2239.94 ms
[2022-03-12 13:09:03 main:574] : INFO : Epoch 1546 | loss: 0.0310034 | val_loss: 0.0313095 | Time: 2240.99 ms
[2022-03-12 13:09:05 main:574] : INFO : Epoch 1547 | loss: 0.0310027 | val_loss: 0.0312964 | Time: 2235.88 ms
[2022-03-12 13:09:07 main:574] : INFO : Epoch 1548 | loss: 0.0310003 | val_loss: 0.0312711 | Time: 2265.02 ms
[2022-03-12 13:09:09 main:574] : INFO : Epoch 1549 | loss: 0.0310022 | val_loss: 0.0312863 | Time: 2251.7 ms
[2022-03-12 13:09:12 main:574] : INFO : Epoch 1550 | loss: 0.031004 | val_loss: 0.0312928 | Time: 2197.7 ms
[2022-03-12 13:09:14 main:574] : INFO : Epoch 1551 | loss: 0.0310121 | val_loss: 0.0312755 | Time: 2204.88 ms
[2022-03-12 13:09:16 main:574] : INFO : Epoch 1552 | loss: 0.0310178 | val_loss: 0.0312474 | Time: 2250.61 ms
[2022-03-12 13:09:18 main:574] : INFO : Epoch 1553 | loss: 0.0310999 | val_loss: 0.0312338 | Time: 2258.33 ms
[2022-03-12 13:09:21 main:574] : INFO : Epoch 1554 | loss: 0.0310668 | val_loss: 0.031251 | Time: 2242.34 ms
[2022-03-12 13:09:23 main:574] : INFO : Epoch 1555 | loss: 0.0310331 | val_loss: 0.0312553 | Time: 2204.41 ms
[2022-03-12 13:09:25 main:574] : INFO : Epoch 1556 | loss: 0.0310102 | val_loss: 0.0312861 | Time: 2188.09 ms
[2022-03-12 13:09:27 main:574] : INFO : Epoch 1557 | loss: 0.0310023 | val_loss: 0.0312666 | Time: 2280.23 ms
[2022-03-12 13:09:30 main:574] : INFO : Epoch 1558 | loss: 0.0310016 | val_loss: 0.031288 | Time: 2248.34 ms
[2022-03-12 13:09:32 main:574] : INFO : Epoch 1559 | loss: 0.0310046 | val_loss: 0.0312778 | Time: 2255.36 ms
[2022-03-12 13:09:34 main:574] : INFO : Epoch 1560 | loss: 0.0310014 | val_loss: 0.0312859 | Time: 2246.73 ms
[2022-03-12 13:09:36 main:574] : INFO : Epoch 1561 | loss: 0.0310084 | val_loss: 0.0312843 | Time: 2246.76 ms
[2022-03-12 13:09:39 main:574] : INFO : Epoch 1562 | loss: 0.0309961 | val_loss: 0.0313079 | Time: 2211.75 ms
[2022-03-12 13:09:41 main:574] : INFO : Epoch 1563 | loss: 0.0310022 | val_loss: 0.0312856 | Time: 2250.48 ms
[2022-03-12 13:09:43 main:574] : INFO : Epoch 1564 | loss: 0.0310001 | val_loss: 0.0312839 | Time: 2261.13 ms
[2022-03-12 13:09:45 main:574] : INFO : Epoch 1565 | loss: 0.0309953 | val_loss: 0.0312838 | Time: 2254.34 ms
[2022-03-12 13:09:48 main:574] : INFO : Epoch 1566 | loss: 0.0310056 | val_loss: 0.0313081 | Time: 2254.12 ms
[2022-03-12 13:09:50 main:574] : INFO : Epoch 1567 | loss: 0.0310089 | val_loss: 0.0312583 | Time: 2216.58 ms
[2022-03-12 13:09:52 main:574] : INFO : Epoch 1568 | loss: 0.0310113 | val_loss: 0.0312943 | Time: 2224.5 ms
[2022-03-12 13:09:54 main:574] : INFO : Epoch 1569 | loss: 0.0309994 | val_loss: 0.0312965 | Time: 2205.82 ms
[2022-03-12 13:09:56 main:574] : INFO : Epoch 1570 | loss: 0.0310107 | val_loss: 0.0312899 | Time: 2205.64 ms
[2022-03-12 13:09:59 main:574] : INFO : Epoch 1571 | loss: 0.0310101 | val_loss: 0.0313038 | Time: 2209.88 ms
[2022-03-12 13:10:01 main:574] : INFO : Epoch 1572 | loss: 0.0310049 | val_loss: 0.031281 | Time: 2217.02 ms
[2022-03-12 13:10:03 main:574] : INFO : Epoch 1573 | loss: 0.0310004 | val_loss: 0.0313004 | Time: 2272.17 ms
[2022-03-12 13:10:05 main:574] : INFO : Epoch 1574 | loss: 0.031001 | val_loss: 0.0312882 | Time: 2205.02 ms
[2022-03-12 13:10:08 main:574] : INFO : Epoch 1575 | loss: 0.0309965 | val_loss: 0.0312726 | Time: 2248.09 ms
[2022-03-12 13:10:10 main:574] : INFO : Epoch 1576 | loss: 0.031001 | val_loss: 0.0312875 | Time: 2225.15 ms
[2022-03-12 13:10:12 main:574] : INFO : Epoch 1577 | loss: 0.0310054 | val_loss: 0.0313219 | Time: 2220.47 ms
[2022-03-12 13:10:14 main:574] : INFO : Epoch 1578 | loss: 0.031002 | val_loss: 0.0312615 | Time: 2216.27 ms
[2022-03-12 13:10:17 main:574] : INFO : Epoch 1579 | loss: 0.031008 | val_loss: 0.0312781 | Time: 2270.01 ms
[2022-03-12 13:10:19 main:574] : INFO : Epoch 1580 | loss: 0.0310064 | val_loss: 0.0312931 | Time: 2394.06 ms
[2022-03-12 13:10:22 main:574] : INFO : Epoch 1581 | loss: 0.0310027 | val_loss: 0.0312703 | Time: 2547.74 ms
[2022-03-12 13:10:24 main:574] : INFO : Epoch 1582 | loss: 0.031006 | val_loss: 0.0312717 | Time: 2367.02 ms
[2022-03-12 13:10:26 main:574] : INFO : Epoch 1583 | loss: 0.0310072 | val_loss: 0.0312846 | Time: 2293.88 ms
[2022-03-12 13:10:29 main:574] : INFO : Epoch 1584 | loss: 0.0310032 | val_loss: 0.0312868 | Time: 2316.36 ms
[2022-03-12 13:10:31 main:574] : INFO : Epoch 1585 | loss: 0.0310065 | val_loss: 0.0312859 | Time: 2331.55 ms
[2022-03-12 13:10:33 main:574] : INFO : Epoch 1586 | loss: 0.0309992 | val_loss: 0.0312938 | Time: 2378.8 ms
[2022-03-12 13:10:35 main:574] : INFO : Epoch 1587 | loss: 0.0309939 | val_loss: 0.0312952 | Time: 2236.3 ms
[2022-03-12 13:10:38 main:574] : INFO : Epoch 1588 | loss: 0.0309983 | val_loss: 0.0312791 | Time: 2257.94 ms
[2022-03-12 13:10:40 main:574] : INFO : Epoch 1589 | loss: 0.0310075 | val_loss: 0.0312826 | Time: 2247.74 ms
[2022-03-12 13:10:42 main:574] : INFO : Epoch 1590 | loss: 0.0310064 | val_loss: 0.0312795 | Time: 2269.5 ms
[2022-03-12 13:10:45 main:574] : INFO : Epoch 1591 | loss: 0.0310076 | val_loss: 0.0313232 | Time: 2220.01 ms
[2022-03-12 13:10:47 main:574] : INFO : Epoch 1592 | loss: 0.0310021 | val_loss: 0.0312939 | Time: 2266.25 ms
[2022-03-12 13:10:49 main:574] : INFO : Epoch 1593 | loss: 0.0310018 | val_loss: 0.0312937 | Time: 2280.85 ms
[2022-03-12 13:10:51 main:574] : INFO : Epoch 1594 | loss: 0.0310026 | val_loss: 0.03131 | Time: 2243.93 ms
[2022-03-12 13:10:54 main:574] : INFO : Epoch 1595 | loss: 0.031002 | val_loss: 0.0312925 | Time: 2242.55 ms
[2022-03-12 13:10:56 main:574] : INFO : Epoch 1596 | loss: 0.0310094 | val_loss: 0.0312737 | Time: 2256.56 ms
[2022-03-12 13:10:58 main:574] : INFO : Epoch 1597 | loss: 0.031025 | val_loss: 0.0312708 | Time: 2175.28 ms
[2022-03-12 13:11:00 main:574] : INFO : Epoch 1598 | loss: 0.0310104 | val_loss: 0.0312954 | Time: 2209.98 ms
[2022-03-12 13:11:02 main:574] : INFO : Epoch 1599 | loss: 0.0309968 | val_loss: 0.0313028 | Time: 2223.25 ms
[2022-03-12 13:11:05 main:574] : INFO : Epoch 1600 | loss: 0.0309943 | val_loss: 0.0312782 | Time: 2238.03 ms
[2022-03-12 13:11:07 main:574] : INFO : Epoch 1601 | loss: 0.0309996 | val_loss: 0.0312812 | Time: 2240.91 ms
[2022-03-12 13:11:09 main:574] : INFO : Epoch 1602 | loss: 0.0310066 | val_loss: 0.0312629 | Time: 2244.17 ms
[2022-03-12 13:11:11 main:574] : INFO : Epoch 1603 | loss: 0.0310095 | val_loss: 0.0312991 | Time: 2296.23 ms
[2022-03-12 13:11:14 main:574] : INFO : Epoch 1604 | loss: 0.0310097 | val_loss: 0.0312784 | Time: 2241.92 ms
[2022-03-12 13:11:16 main:574] : INFO : Epoch 1605 | loss: 0.0310106 | val_loss: 0.0312684 | Time: 2286.41 ms
[2022-03-12 13:11:18 main:574] : INFO : Epoch 1606 | loss: 0.0310128 | val_loss: 0.03129 | Time: 2233.69 ms
[2022-03-12 13:11:20 main:574] : INFO : Epoch 1607 | loss: 0.0310023 | val_loss: 0.0313073 | Time: 2254.49 ms
[2022-03-12 13:11:23 main:574] : INFO : Epoch 1608 | loss: 0.0309981 | val_loss: 0.0312962 | Time: 2213.35 ms
[2022-03-12 13:11:25 main:574] : INFO : Epoch 1609 | loss: 0.0310113 | val_loss: 0.0312693 | Time: 2234.94 ms
[2022-03-12 13:11:27 main:574] : INFO : Epoch 1610 | loss: 0.031005 | val_loss: 0.0313119 | Time: 2222.17 ms
[2022-03-12 13:11:29 main:574] : INFO : Epoch 1611 | loss: 0.0309964 | val_loss: 0.0313104 | Time: 2220.19 ms
[2022-03-12 13:11:32 main:574] : INFO : Epoch 1612 | loss: 0.0309948 | val_loss: 0.0312816 | Time: 2300.05 ms
[2022-03-12 13:11:34 main:574] : INFO : Epoch 1613 | loss: 0.0310026 | val_loss: 0.031275 | Time: 2180.04 ms
[2022-03-12 13:11:36 main:574] : INFO : Epoch 1614 | loss: 0.0310025 | val_loss: 0.0312574 | Time: 2214.66 ms
[2022-03-12 13:11:38 main:574] : INFO : Epoch 1615 | loss: 0.0310058 | val_loss: 0.0312773 | Time: 2254.62 ms
[2022-03-12 13:11:41 main:574] : INFO : Epoch 1616 | loss: 0.0309968 | val_loss: 0.0312853 | Time: 2231.54 ms
[2022-03-12 13:11:43 main:574] : INFO : Epoch 1617 | loss: 0.030995 | val_loss: 0.0312981 | Time: 2259.7 ms
[2022-03-12 13:11:45 main:574] : INFO : Epoch 1618 | loss: 0.0309951 | val_loss: 0.031274 | Time: 2269.41 ms
[2022-03-12 13:11:47 main:574] : INFO : Epoch 1619 | loss: 0.0309979 | val_loss: 0.0312977 | Time: 2245.42 ms
[2022-03-12 13:11:50 main:574] : INFO : Epoch 1620 | loss: 0.0310007 | val_loss: 0.0312906 | Time: 2205.84 ms
[2022-03-12 13:11:52 main:574] : INFO : Epoch 1621 | loss: 0.0310103 | val_loss: 0.0312611 | Time: 2233.74 ms
[2022-03-12 13:11:54 main:574] : INFO : Epoch 1622 | loss: 0.0310097 | val_loss: 0.0313042 | Time: 2241.83 ms
[2022-03-12 13:11:56 main:574] : INFO : Epoch 1623 | loss: 0.0309959 | val_loss: 0.0312896 | Time: 2233.54 ms
[2022-03-12 13:11:59 main:574] : INFO : Epoch 1624 | loss: 0.0309983 | val_loss: 0.0312852 | Time: 2228.67 ms
[2022-03-12 13:12:01 main:574] : INFO : Epoch 1625 | loss: 0.0309978 | val_loss: 0.0312933 | Time: 2253.59 ms
[2022-03-12 13:12:03 main:574] : INFO : Epoch 1626 | loss: 0.0309997 | val_loss: 0.0313035 | Time: 2212.44 ms
[2022-03-12 13:12:05 main:574] : INFO : Epoch 1627 | loss: 0.0309979 | val_loss: 0.0312911 | Time: 2235.33 ms
[2022-03-12 13:12:08 main:574] : INFO : Epoch 1628 | loss: 0.0310023 | val_loss: 0.0313007 | Time: 2243.6 ms
[2022-03-12 13:12:10 main:574] : INFO : Epoch 1629 | loss: 0.0310024 | val_loss: 0.0312814 | Time: 2204.31 ms
[2022-03-12 13:12:12 main:574] : INFO : Epoch 1630 | loss: 0.0310163 | val_loss: 0.0312716 | Time: 2242.35 ms
[2022-03-12 13:12:14 main:574] : INFO : Epoch 1631 | loss: 0.0310098 | val_loss: 0.0312886 | Time: 2221.36 ms
[2022-03-12 13:12:16 main:574] : INFO : Epoch 1632 | loss: 0.0310143 | val_loss: 0.0312595 | Time: 2292.05 ms
[2022-03-12 13:12:19 main:574] : INFO : Epoch 1633 | loss: 0.0310006 | val_loss: 0.0313131 | Time: 2244.16 ms
[2022-03-12 13:12:21 main:574] : INFO : Epoch 1634 | loss: 0.0309991 | val_loss: 0.0312894 | Time: 2199.6 ms
[2022-03-12 13:12:23 main:574] : INFO : Epoch 1635 | loss: 0.0310011 | val_loss: 0.0312872 | Time: 2211.82 ms
[2022-03-12 13:12:25 main:574] : INFO : Epoch 1636 | loss: 0.0309989 | val_loss: 0.0313153 | Time: 2255.33 ms
[2022-03-12 13:12:28 main:574] : INFO : Epoch 1637 | loss: 0.0309996 | val_loss: 0.0313144 | Time: 2225.73 ms
[2022-03-12 13:12:30 main:574] : INFO : Epoch 1638 | loss: 0.0310098 | val_loss: 0.0312752 | Time: 2230.67 ms
[2022-03-12 13:12:32 main:574] : INFO : Epoch 1639 | loss: 0.0310072 | val_loss: 0.0312552 | Time: 2231.56 ms
[2022-03-12 13:12:34 main:574] : INFO : Epoch 1640 | loss: 0.0310108 | val_loss: 0.0313004 | Time: 2277.33 ms
[2022-03-12 13:12:37 main:574] : INFO : Epoch 1641 | loss: 0.0310067 | val_loss: 0.0312762 | Time: 2223.94 ms
[2022-03-12 13:12:39 main:574] : INFO : Epoch 1642 | loss: 0.030998 | val_loss: 0.0312813 | Time: 2207.62 ms
[2022-03-12 13:12:41 main:574] : INFO : Epoch 1643 | loss: 0.0310024 | val_loss: 0.0313126 | Time: 2252.55 ms
[2022-03-12 13:12:43 main:574] : INFO : Epoch 1644 | loss: 0.0310002 | val_loss: 0.0312937 | Time: 2210.9 ms
[2022-03-12 13:12:46 main:574] : INFO : Epoch 1645 | loss: 0.0309978 | val_loss: 0.0313052 | Time: 2236.53 ms
[2022-03-12 13:12:48 main:574] : INFO : Epoch 1646 | loss: 0.0309999 | val_loss: 0.0312675 | Time: 2271.72 ms
[2022-03-12 13:12:50 main:574] : INFO : Epoch 1647 | loss: 0.031008 | val_loss: 0.0313164 | Time: 2238.43 ms
[2022-03-12 13:12:52 main:574] : INFO : Epoch 1648 | loss: 0.0309979 | val_loss: 0.0312904 | Time: 2218.08 ms
[2022-03-12 13:12:55 main:574] : INFO : Epoch 1649 | loss: 0.0309945 | val_loss: 0.0313161 | Time: 2268.15 ms
[2022-03-12 13:12:57 main:574] : INFO : Epoch 1650 | loss: 0.0309971 | val_loss: 0.0312777 | Time: 2288.27 ms
[2022-03-12 13:12:59 main:574] : INFO : Epoch 1651 | loss: 0.0310048 | val_loss: 0.0312838 | Time: 2203.4 ms
[2022-03-12 13:13:01 main:574] : INFO : Epoch 1652 | loss: 0.0310091 | val_loss: 0.0312646 | Time: 2226.89 ms
[2022-03-12 13:13:04 main:574] : INFO : Epoch 1653 | loss: 0.0310015 | val_loss: 0.0313083 | Time: 2212.9 ms
[2022-03-12 13:13:06 main:574] : INFO : Epoch 1654 | loss: 0.0310017 | val_loss: 0.0313107 | Time: 2195.29 ms
[2022-03-12 13:13:08 main:574] : INFO : Epoch 1655 | loss: 0.0309992 | val_loss: 0.0312875 | Time: 2241.1 ms
[2022-03-12 13:13:10 main:574] : INFO : Epoch 1656 | loss: 0.0309962 | val_loss: 0.0312889 | Time: 2220.25 ms
[2022-03-12 13:13:12 main:574] : INFO : Epoch 1657 | loss: 0.0309998 | val_loss: 0.0312701 | Time: 2247.45 ms
[2022-03-12 13:13:15 main:574] : INFO : Epoch 1658 | loss: 0.0310029 | val_loss: 0.0312939 | Time: 2238.55 ms
[2022-03-12 13:13:17 main:574] : INFO : Epoch 1659 | loss: 0.0310072 | val_loss: 0.0312995 | Time: 2222.18 ms
[2022-03-12 13:13:19 main:574] : INFO : Epoch 1660 | loss: 0.0310049 | val_loss: 0.0312924 | Time: 2281.95 ms
[2022-03-12 13:13:21 main:574] : INFO : Epoch 1661 | loss: 0.0310022 | val_loss: 0.0312843 | Time: 2255.39 ms
[2022-03-12 13:13:24 main:574] : INFO : Epoch 1662 | loss: 0.031 | val_loss: 0.0313013 | Time: 2223.88 ms
[2022-03-12 13:13:26 main:574] : INFO : Epoch 1663 | loss: 0.0310114 | val_loss: 0.0312754 | Time: 2243.42 ms
[2022-03-12 13:13:28 main:574] : INFO : Epoch 1664 | loss: 0.0310069 | val_loss: 0.0313061 | Time: 2208.48 ms
[2022-03-12 13:13:30 main:574] : INFO : Epoch 1665 | loss: 0.0310021 | val_loss: 0.0312761 | Time: 2229.14 ms
[2022-03-12 13:13:33 main:574] : INFO : Epoch 1666 | loss: 0.0310045 | val_loss: 0.0312781 | Time: 2257.7 ms
[2022-03-12 13:13:35 main:574] : INFO : Epoch 1667 | loss: 0.0310001 | val_loss: 0.0312871 | Time: 2246.68 ms
[2022-03-12 13:13:37 main:574] : INFO : Epoch 1668 | loss: 0.0310042 | val_loss: 0.0313152 | Time: 2183.4 ms
[2022-03-12 13:13:39 main:574] : INFO : Epoch 1669 | loss: 0.0309971 | val_loss: 0.0313023 | Time: 2237.32 ms
[2022-03-12 13:13:42 main:574] : INFO : Epoch 1670 | loss: 0.0309988 | val_loss: 0.0312819 | Time: 2232.94 ms
[2022-03-12 13:13:44 main:574] : INFO : Epoch 1671 | loss: 0.0310025 | val_loss: 0.0312895 | Time: 2252.99 ms
[2022-03-12 13:13:46 main:574] : INFO : Epoch 1672 | loss: 0.0310153 | val_loss: 0.0312733 | Time: 2275.07 ms
[2022-03-12 13:13:48 main:574] : INFO : Epoch 1673 | loss: 0.0310015 | val_loss: 0.0312801 | Time: 2218.49 ms
[2022-03-12 13:13:51 main:574] : INFO : Epoch 1674 | loss: 0.0309982 | val_loss: 0.0313032 | Time: 2275.16 ms
[2022-03-12 13:13:53 main:574] : INFO : Epoch 1675 | loss: 0.0309898 | val_loss: 0.0312853 | Time: 2268.52 ms
[2022-03-12 13:13:55 main:574] : INFO : Epoch 1676 | loss: 0.0309962 | val_loss: 0.0313046 | Time: 2232.05 ms
[2022-03-12 13:13:57 main:574] : INFO : Epoch 1677 | loss: 0.0310176 | val_loss: 0.0312961 | Time: 2246.13 ms
[2022-03-12 13:14:00 main:574] : INFO : Epoch 1678 | loss: 0.0310061 | val_loss: 0.0312934 | Time: 2240.66 ms
[2022-03-12 13:14:02 main:574] : INFO : Epoch 1679 | loss: 0.0310082 | val_loss: 0.031281 | Time: 2289.24 ms
[2022-03-12 13:14:04 main:574] : INFO : Epoch 1680 | loss: 0.031006 | val_loss: 0.0312549 | Time: 2256.17 ms
[2022-03-12 13:14:06 main:574] : INFO : Epoch 1681 | loss: 0.0310173 | val_loss: 0.0313073 | Time: 2273.97 ms
[2022-03-12 13:14:09 main:574] : INFO : Epoch 1682 | loss: 0.0310102 | val_loss: 0.0312824 | Time: 2280.21 ms
[2022-03-12 13:14:11 main:574] : INFO : Epoch 1683 | loss: 0.0310009 | val_loss: 0.0312976 | Time: 2224.87 ms
[2022-03-12 13:14:13 main:574] : INFO : Epoch 1684 | loss: 0.0310067 | val_loss: 0.0313034 | Time: 2189.93 ms
[2022-03-12 13:14:15 main:574] : INFO : Epoch 1685 | loss: 0.0310047 | val_loss: 0.0313088 | Time: 2221.53 ms
[2022-03-12 13:14:18 main:574] : INFO : Epoch 1686 | loss: 0.0309969 | val_loss: 0.031316 | Time: 2256.46 ms
[2022-03-12 13:14:20 main:574] : INFO : Epoch 1687 | loss: 0.0309968 | val_loss: 0.0312943 | Time: 2212.41 ms
[2022-03-12 13:14:22 main:574] : INFO : Epoch 1688 | loss: 0.0310115 | val_loss: 0.0312624 | Time: 2271.79 ms
[2022-03-12 13:14:24 main:574] : INFO : Epoch 1689 | loss: 0.0310104 | val_loss: 0.0312838 | Time: 2239.49 ms
[2022-03-12 13:14:27 main:574] : INFO : Epoch 1690 | loss: 0.0310071 | val_loss: 0.0312932 | Time: 2235.03 ms
[2022-03-12 13:14:29 main:574] : INFO : Epoch 1691 | loss: 0.0310029 | val_loss: 0.0313043 | Time: 2230.79 ms
[2022-03-12 13:14:31 main:574] : INFO : Epoch 1692 | loss: 0.0310085 | val_loss: 0.0312565 | Time: 2231.18 ms
[2022-03-12 13:14:33 main:574] : INFO : Epoch 1693 | loss: 0.0310239 | val_loss: 0.0312936 | Time: 2238.03 ms
[2022-03-12 13:14:36 main:574] : INFO : Epoch 1694 | loss: 0.0310142 | val_loss: 0.0312651 | Time: 2222.34 ms
[2022-03-12 13:14:38 main:574] : INFO : Epoch 1695 | loss: 0.0310113 | val_loss: 0.0312713 | Time: 2233.15 ms
[2022-03-12 13:14:40 main:574] : INFO : Epoch 1696 | loss: 0.0310072 | val_loss: 0.0312939 | Time: 2267.91 ms
[2022-03-12 13:14:42 main:574] : INFO : Epoch 1697 | loss: 0.0310041 | val_loss: 0.0312862 | Time: 2273.3 ms
[2022-03-12 13:14:44 main:574] : INFO : Epoch 1698 | loss: 0.031001 | val_loss: 0.0313071 | Time: 2191.07 ms
[2022-03-12 13:14:47 main:574] : INFO : Epoch 1699 | loss: 0.0309983 | val_loss: 0.0312723 | Time: 2252.29 ms
[2022-03-12 13:14:49 main:574] : INFO : Epoch 1700 | loss: 0.0310084 | val_loss: 0.0312815 | Time: 2214.79 ms
[2022-03-12 13:14:51 main:574] : INFO : Epoch 1701 | loss: 0.0310075 | val_loss: 0.0312781 | Time: 2260.59 ms
[2022-03-12 13:14:53 main:574] : INFO : Epoch 1702 | loss: 0.0310086 | val_loss: 0.0313111 | Time: 2270.34 ms
[2022-03-12 13:14:56 main:574] : INFO : Epoch 1703 | loss: 0.0310024 | val_loss: 0.0313015 | Time: 2216.79 ms
[2022-03-12 13:14:58 main:574] : INFO : Epoch 1704 | loss: 0.0309995 | val_loss: 0.031285 | Time: 2231.73 ms
[2022-03-12 13:15:00 main:574] : INFO : Epoch 1705 | loss: 0.0309998 | val_loss: 0.031313 | Time: 2322.97 ms
[2022-03-12 13:15:03 main:574] : INFO : Epoch 1706 | loss: 0.0309993 | val_loss: 0.031279 | Time: 2269.98 ms
[2022-03-12 13:15:05 main:574] : INFO : Epoch 1707 | loss: 0.031001 | val_loss: 0.0313216 | Time: 2292.66 ms
[2022-03-12 13:15:07 main:574] : INFO : Epoch 1708 | loss: 0.0310018 | val_loss: 0.0312916 | Time: 2215.76 ms
[2022-03-12 13:15:09 main:574] : INFO : Epoch 1709 | loss: 0.0310018 | val_loss: 0.0312929 | Time: 2253.93 ms
[2022-03-12 13:15:12 main:574] : INFO : Epoch 1710 | loss: 0.031002 | val_loss: 0.0312845 | Time: 2248.28 ms
[2022-03-12 13:15:14 main:574] : INFO : Epoch 1711 | loss: 0.0310033 | val_loss: 0.0313156 | Time: 2225.47 ms
[2022-03-12 13:15:16 main:574] : INFO : Epoch 1712 | loss: 0.0310022 | val_loss: 0.0312822 | Time: 2211.9 ms
[2022-03-12 13:15:18 main:574] : INFO : Epoch 1713 | loss: 0.0310081 | val_loss: 0.0312748 | Time: 2276.41 ms
[2022-03-12 13:15:21 main:574] : INFO : Epoch 1714 | loss: 0.0310026 | val_loss: 0.0313107 | Time: 2310.62 ms
[2022-03-12 13:15:23 main:574] : INFO : Epoch 1715 | loss: 0.0310036 | val_loss: 0.0312841 | Time: 2209.9 ms
[2022-03-12 13:15:25 main:574] : INFO : Epoch 1716 | loss: 0.0309976 | val_loss: 0.031288 | Time: 2274.72 ms
[2022-03-12 13:15:27 main:574] : INFO : Epoch 1717 | loss: 0.0310006 | val_loss: 0.0312789 | Time: 2275.11 ms
[2022-03-12 13:15:30 main:574] : INFO : Epoch 1718 | loss: 0.0309982 | val_loss: 0.0312886 | Time: 2246.45 ms
[2022-03-12 13:15:32 main:574] : INFO : Epoch 1719 | loss: 0.0309999 | val_loss: 0.0312923 | Time: 2213.37 ms
[2022-03-12 13:15:34 main:574] : INFO : Epoch 1720 | loss: 0.0310003 | val_loss: 0.0313092 | Time: 2248.55 ms
[2022-03-12 13:15:36 main:574] : INFO : Epoch 1721 | loss: 0.0309992 | val_loss: 0.0312953 | Time: 2216.69 ms
[2022-03-12 13:15:39 main:574] : INFO : Epoch 1722 | loss: 0.0310036 | val_loss: 0.0312824 | Time: 2230.08 ms
[2022-03-12 13:15:41 main:574] : INFO : Epoch 1723 | loss: 0.0310181 | val_loss: 0.031295 | Time: 2260.66 ms
[2022-03-12 13:15:43 main:574] : INFO : Epoch 1724 | loss: 0.0310052 | val_loss: 0.0312738 | Time: 2257.68 ms
[2022-03-12 13:15:45 main:574] : INFO : Epoch 1725 | loss: 0.030996 | val_loss: 0.0313001 | Time: 2283.35 ms
[2022-03-12 13:15:48 main:574] : INFO : Epoch 1726 | loss: 0.0309975 | val_loss: 0.0312886 | Time: 2220.33 ms
[2022-03-12 13:15:50 main:574] : INFO : Epoch 1727 | loss: 0.0310058 | val_loss: 0.0312902 | Time: 2246.89 ms
[2022-03-12 13:15:52 main:574] : INFO : Epoch 1728 | loss: 0.0310031 | val_loss: 0.0312724 | Time: 2247.29 ms
[2022-03-12 13:15:54 main:574] : INFO : Epoch 1729 | loss: 0.03101 | val_loss: 0.031295 | Time: 2220.36 ms
[2022-03-12 13:15:57 main:574] : INFO : Epoch 1730 | loss: 0.0309983 | val_loss: 0.0312786 | Time: 2243.5 ms
[2022-03-12 13:15:59 main:574] : INFO : Epoch 1731 | loss: 0.0310057 | val_loss: 0.0312932 | Time: 2272.54 ms
[2022-03-12 13:16:01 main:574] : INFO : Epoch 1732 | loss: 0.0310039 | val_loss: 0.031285 | Time: 2244.45 ms
[2022-03-12 13:16:03 main:574] : INFO : Epoch 1733 | loss: 0.0310085 | val_loss: 0.0312778 | Time: 2195.47 ms
[2022-03-12 13:16:06 main:574] : INFO : Epoch 1734 | loss: 0.0310011 | val_loss: 0.0313013 | Time: 2273.31 ms
[2022-03-12 13:16:08 main:574] : INFO : Epoch 1735 | loss: 0.0310017 | val_loss: 0.0312761 | Time: 2247.25 ms
[2022-03-12 13:16:10 main:574] : INFO : Epoch 1736 | loss: 0.0310078 | val_loss: 0.0313207 | Time: 2231.19 ms
[2022-03-12 13:16:12 main:574] : INFO : Epoch 1737 | loss: 0.0310038 | val_loss: 0.0312694 | Time: 2258.63 ms
[2022-03-12 13:16:15 main:574] : INFO : Epoch 1738 | loss: 0.0310018 | val_loss: 0.0312939 | Time: 2257.51 ms
[2022-03-12 13:16:17 main:574] : INFO : Epoch 1739 | loss: 0.0310066 | val_loss: 0.0312756 | Time: 2215.68 ms
[2022-03-12 13:16:19 main:574] : INFO : Epoch 1740 | loss: 0.031014 | val_loss: 0.0312929 | Time: 2252.98 ms
[2022-03-12 13:16:21 main:574] : INFO : Epoch 1741 | loss: 0.031006 | val_loss: 0.0313169 | Time: 2280.97 ms
[2022-03-12 13:16:24 main:574] : INFO : Epoch 1742 | loss: 0.0310002 | val_loss: 0.0312717 | Time: 2229.01 ms
[2022-03-12 13:16:26 main:574] : INFO : Epoch 1743 | loss: 0.0310005 | val_loss: 0.0312999 | Time: 2250.97 ms
[2022-03-12 13:16:28 main:574] : INFO : Epoch 1744 | loss: 0.0310059 | val_loss: 0.0313042 | Time: 2274.87 ms
[2022-03-12 13:16:30 main:574] : INFO : Epoch 1745 | loss: 0.0310035 | val_loss: 0.0312795 | Time: 2264.26 ms
[2022-03-12 13:16:33 main:574] : INFO : Epoch 1746 | loss: 0.0309996 | val_loss: 0.0312797 | Time: 2250.86 ms
[2022-03-12 13:16:35 main:574] : INFO : Epoch 1747 | loss: 0.0309983 | val_loss: 0.0312834 | Time: 2200.09 ms
[2022-03-12 13:16:37 main:574] : INFO : Epoch 1748 | loss: 0.031007 | val_loss: 0.0312866 | Time: 2258.35 ms
[2022-03-12 13:16:39 main:574] : INFO : Epoch 1749 | loss: 0.0310082 | val_loss: 0.0312945 | Time: 2207.15 ms
[2022-03-12 13:16:42 main:574] : INFO : Epoch 1750 | loss: 0.031011 | val_loss: 0.0313033 | Time: 2219.69 ms
[2022-03-12 13:16:44 main:574] : INFO : Epoch 1751 | loss: 0.0310063 | val_loss: 0.0312934 | Time: 2207.58 ms
[2022-03-12 13:16:46 main:574] : INFO : Epoch 1752 | loss: 0.0310117 | val_loss: 0.0312591 | Time: 2181.98 ms
[2022-03-12 13:16:48 main:574] : INFO : Epoch 1753 | loss: 0.0310034 | val_loss: 0.031293 | Time: 2255.63 ms
[2022-03-12 13:16:50 main:574] : INFO : Epoch 1754 | loss: 0.0310044 | val_loss: 0.0312808 | Time: 2267.65 ms
[2022-03-12 13:16:53 main:574] : INFO : Epoch 1755 | loss: 0.0310044 | val_loss: 0.0312975 | Time: 2263.84 ms
[2022-03-12 13:16:55 main:574] : INFO : Epoch 1756 | loss: 0.0310006 | val_loss: 0.0312952 | Time: 2267.21 ms
[2022-03-12 13:16:57 main:574] : INFO : Epoch 1757 | loss: 0.0310077 | val_loss: 0.0313073 | Time: 2233.69 ms
[2022-03-12 13:16:59 main:574] : INFO : Epoch 1758 | loss: 0.030996 | val_loss: 0.0313079 | Time: 2211 ms
[2022-03-12 13:17:02 main:574] : INFO : Epoch 1759 | loss: 0.0309961 | val_loss: 0.0313132 | Time: 2252.17 ms
[2022-03-12 13:17:04 main:574] : INFO : Epoch 1760 | loss: 0.0310138 | val_loss: 0.031267 | Time: 2282.88 ms
[2022-03-12 13:17:06 main:574] : INFO : Epoch 1761 | loss: 0.031012 | val_loss: 0.0312645 | Time: 2234.21 ms
[2022-03-12 13:17:08 main:574] : INFO : Epoch 1762 | loss: 0.0310001 | val_loss: 0.0313094 | Time: 2199.99 ms
[2022-03-12 13:17:11 main:574] : INFO : Epoch 1763 | loss: 0.0309962 | val_loss: 0.0312799 | Time: 2233.69 ms
[2022-03-12 13:17:13 main:574] : INFO : Epoch 1764 | loss: 0.0310004 | val_loss: 0.0313199 | Time: 2220.36 ms
[2022-03-12 13:17:15 main:574] : INFO : Epoch 1765 | loss: 0.0310026 | val_loss: 0.0312665 | Time: 2227.17 ms
[2022-03-12 13:17:17 main:574] : INFO : Epoch 1766 | loss: 0.0310149 | val_loss: 0.0312676 | Time: 2252.27 ms
[2022-03-12 13:17:20 main:574] : INFO : Epoch 1767 | loss: 0.0310013 | val_loss: 0.0312871 | Time: 2219.19 ms
[2022-03-12 13:17:22 main:574] : INFO : Epoch 1768 | loss: 0.0310029 | val_loss: 0.0312899 | Time: 2245.77 ms
[2022-03-12 13:17:24 main:574] : INFO : Epoch 1769 | loss: 0.031003 | val_loss: 0.0312992 | Time: 2245.5 ms
[2022-03-12 13:17:26 main:574] : INFO : Epoch 1770 | loss: 0.0309988 | val_loss: 0.0312829 | Time: 2237.73 ms
[2022-03-12 13:17:29 main:574] : INFO : Epoch 1771 | loss: 0.0309987 | val_loss: 0.0312813 | Time: 2266.04 ms
[2022-03-12 13:17:31 main:574] : INFO : Epoch 1772 | loss: 0.0310092 | val_loss: 0.0313018 | Time: 2223.98 ms
[2022-03-12 13:17:33 main:574] : INFO : Epoch 1773 | loss: 0.0309991 | val_loss: 0.0312902 | Time: 2239.52 ms
[2022-03-12 13:17:35 main:574] : INFO : Epoch 1774 | loss: 0.0309987 | val_loss: 0.0312968 | Time: 2199.83 ms
[2022-03-12 13:17:38 main:574] : INFO : Epoch 1775 | loss: 0.0310038 | val_loss: 0.0312814 | Time: 2261.89 ms
[2022-03-12 13:17:40 main:574] : INFO : Epoch 1776 | loss: 0.0309984 | val_loss: 0.0313013 | Time: 2257.25 ms
[2022-03-12 13:17:42 main:574] : INFO : Epoch 1777 | loss: 0.0310002 | val_loss: 0.0312892 | Time: 2246.37 ms
[2022-03-12 13:17:44 main:574] : INFO : Epoch 1778 | loss: 0.0309989 | val_loss: 0.031278 | Time: 2217.16 ms
[2022-03-12 13:17:47 main:574] : INFO : Epoch 1779 | loss: 0.0310047 | val_loss: 0.0312984 | Time: 2250.16 ms
[2022-03-12 13:17:49 main:574] : INFO : Epoch 1780 | loss: 0.0310018 | val_loss: 0.0312868 | Time: 2237.62 ms
[2022-03-12 13:17:51 main:574] : INFO : Epoch 1781 | loss: 0.0309964 | val_loss: 0.0312795 | Time: 2225.98 ms
[2022-03-12 13:17:53 main:574] : INFO : Epoch 1782 | loss: 0.0309933 | val_loss: 0.0313097 | Time: 2241.26 ms
[2022-03-12 13:17:56 main:574] : INFO : Epoch 1783 | loss: 0.0309979 | val_loss: 0.0312842 | Time: 2247.58 ms
[2022-03-12 13:17:58 main:574] : INFO : Epoch 1784 | loss: 0.0309968 | val_loss: 0.0312939 | Time: 2260.65 ms
[2022-03-12 13:18:00 main:574] : INFO : Epoch 1785 | loss: 0.0309999 | val_loss: 0.0312954 | Time: 2229.12 ms
[2022-03-12 13:18:02 main:574] : INFO : Epoch 1786 | loss: 0.0310042 | val_loss: 0.0312945 | Time: 2231.15 ms
[2022-03-12 13:18:04 main:574] : INFO : Epoch 1787 | loss: 0.0309991 | val_loss: 0.0312631 | Time: 2238.07 ms
[2022-03-12 13:18:07 main:574] : INFO : Epoch 1788 | loss: 0.031008 | val_loss: 0.0313029 | Time: 2204.1 ms
[2022-03-12 13:18:09 main:574] : INFO : Epoch 1789 | loss: 0.0310037 | val_loss: 0.0313225 | Time: 2202.86 ms
[2022-03-12 13:18:11 main:574] : INFO : Epoch 1790 | loss: 0.0310008 | val_loss: 0.0313129 | Time: 2222.25 ms
[2022-03-12 13:18:13 main:574] : INFO : Epoch 1791 | loss: 0.031013 | val_loss: 0.0313073 | Time: 2252.38 ms
[2022-03-12 13:18:16 main:574] : INFO : Epoch 1792 | loss: 0.0310078 | val_loss: 0.0313144 | Time: 2203.52 ms
[2022-03-12 13:18:18 main:574] : INFO : Epoch 1793 | loss: 0.0309993 | val_loss: 0.0312857 | Time: 2212.05 ms
[2022-03-12 13:18:20 main:574] : INFO : Epoch 1794 | loss: 0.0310045 | val_loss: 0.0312996 | Time: 2253.78 ms
[2022-03-12 13:18:22 main:574] : INFO : Epoch 1795 | loss: 0.0310066 | val_loss: 0.0313047 | Time: 2212.54 ms
[2022-03-12 13:18:25 main:574] : INFO : Epoch 1796 | loss: 0.0310003 | val_loss: 0.0313124 | Time: 2226.23 ms
[2022-03-12 13:18:27 main:574] : INFO : Epoch 1797 | loss: 0.031004 | val_loss: 0.0312995 | Time: 2239.93 ms
[2022-03-12 13:18:29 main:574] : INFO : Epoch 1798 | loss: 0.0310103 | val_loss: 0.0312765 | Time: 2223.76 ms
[2022-03-12 13:18:31 main:574] : INFO : Epoch 1799 | loss: 0.0310093 | val_loss: 0.031284 | Time: 2257.43 ms
[2022-03-12 13:18:33 main:574] : INFO : Epoch 1800 | loss: 0.0309978 | val_loss: 0.03132 | Time: 2220.35 ms
[2022-03-12 13:18:36 main:574] : INFO : Epoch 1801 | loss: 0.0310014 | val_loss: 0.0313089 | Time: 2212.43 ms
[2022-03-12 13:18:38 main:574] : INFO : Epoch 1802 | loss: 0.030999 | val_loss: 0.0312835 | Time: 2269.54 ms
[2022-03-12 13:18:40 main:574] : INFO : Epoch 1803 | loss: 0.0310092 | val_loss: 0.0312647 | Time: 2236.99 ms
[2022-03-12 13:18:42 main:574] : INFO : Epoch 1804 | loss: 0.0310071 | val_loss: 0.031288 | Time: 2255.76 ms
[2022-03-12 13:18:45 main:574] : INFO : Epoch 1805 | loss: 0.0309999 | val_loss: 0.0312815 | Time: 2276.17 ms
[2022-03-12 13:18:47 main:574] : INFO : Epoch 1806 | loss: 0.0310004 | val_loss: 0.0313168 | Time: 2230.45 ms
[2022-03-12 13:18:49 main:574] : INFO : Epoch 1807 | loss: 0.0310023 | val_loss: 0.0312837 | Time: 2204.02 ms
[2022-03-12 13:18:51 main:574] : INFO : Epoch 1808 | loss: 0.030996 | val_loss: 0.0313126 | Time: 2235.53 ms
[2022-03-12 13:18:54 main:574] : INFO : Epoch 1809 | loss: 0.0309975 | val_loss: 0.0312918 | Time: 2228.21 ms
[2022-03-12 13:18:56 main:574] : INFO : Epoch 1810 | loss: 0.0310081 | val_loss: 0.0312849 | Time: 2234.3 ms
[2022-03-12 13:18:58 main:574] : INFO : Epoch 1811 | loss: 0.0310095 | val_loss: 0.0312911 | Time: 2210.52 ms
[2022-03-12 13:19:00 main:574] : INFO : Epoch 1812 | loss: 0.0310025 | val_loss: 0.0312949 | Time: 2217.21 ms
[2022-03-12 13:19:03 main:574] : INFO : Epoch 1813 | loss: 0.0310041 | val_loss: 0.0312619 | Time: 2220.09 ms
[2022-03-12 13:19:05 main:574] : INFO : Epoch 1814 | loss: 0.0310031 | val_loss: 0.031301 | Time: 2225.29 ms
[2022-03-12 13:19:07 main:574] : INFO : Epoch 1815 | loss: 0.0309996 | val_loss: 0.0312631 | Time: 2214.07 ms
[2022-03-12 13:19:09 main:574] : INFO : Epoch 1816 | loss: 0.0310096 | val_loss: 0.0312743 | Time: 2196.12 ms
[2022-03-12 13:19:11 main:574] : INFO : Epoch 1817 | loss: 0.0310054 | val_loss: 0.0313096 | Time: 2215.88 ms
[2022-03-12 13:19:14 main:574] : INFO : Epoch 1818 | loss: 0.0309996 | val_loss: 0.0312789 | Time: 2231.44 ms
[2022-03-12 13:19:16 main:574] : INFO : Epoch 1819 | loss: 0.0310012 | val_loss: 0.031302 | Time: 2210.31 ms
[2022-03-12 13:19:18 main:574] : INFO : Epoch 1820 | loss: 0.0310026 | val_loss: 0.0313267 | Time: 2201.28 ms
[2022-03-12 13:19:20 main:574] : INFO : Epoch 1821 | loss: 0.0310044 | val_loss: 0.0313038 | Time: 2243.87 ms
[2022-03-12 13:19:23 main:574] : INFO : Epoch 1822 | loss: 0.0310005 | val_loss: 0.0312918 | Time: 2201.25 ms
[2022-03-12 13:19:25 main:574] : INFO : Epoch 1823 | loss: 0.0309986 | val_loss: 0.0312858 | Time: 2231.32 ms
[2022-03-12 13:19:27 main:574] : INFO : Epoch 1824 | loss: 0.0309965 | val_loss: 0.0313178 | Time: 2204.82 ms
[2022-03-12 13:19:29 main:574] : INFO : Epoch 1825 | loss: 0.0310011 | val_loss: 0.0312885 | Time: 2288.47 ms
[2022-03-12 13:19:32 main:574] : INFO : Epoch 1826 | loss: 0.0309998 | val_loss: 0.0313045 | Time: 2288.33 ms
[2022-03-12 13:19:34 main:574] : INFO : Epoch 1827 | loss: 0.0310013 | val_loss: 0.0312818 | Time: 2227.35 ms
[2022-03-12 13:19:36 main:574] : INFO : Epoch 1828 | loss: 0.0309993 | val_loss: 0.0312964 | Time: 2252.63 ms
[2022-03-12 13:19:38 main:574] : INFO : Epoch 1829 | loss: 0.0309995 | val_loss: 0.0312741 | Time: 2233.3 ms
[2022-03-12 13:19:41 main:574] : INFO : Epoch 1830 | loss: 0.0310137 | val_loss: 0.0312722 | Time: 2255.75 ms
[2022-03-12 13:19:43 main:574] : INFO : Epoch 1831 | loss: 0.0310119 | val_loss: 0.0313005 | Time: 2257.01 ms
[2022-03-12 13:19:45 main:574] : INFO : Epoch 1832 | loss: 0.0309988 | val_loss: 0.0312925 | Time: 2199.43 ms
[2022-03-12 13:19:47 main:574] : INFO : Epoch 1833 | loss: 0.031006 | val_loss: 0.0312736 | Time: 2238.55 ms
[2022-03-12 13:19:50 main:574] : INFO : Epoch 1834 | loss: 0.0309993 | val_loss: 0.0313219 | Time: 2287.31 ms
[2022-03-12 13:19:52 main:574] : INFO : Epoch 1835 | loss: 0.0309902 | val_loss: 0.0312886 | Time: 2271.29 ms
[2022-03-12 13:19:54 main:574] : INFO : Epoch 1836 | loss: 0.0309983 | val_loss: 0.0312868 | Time: 2254.78 ms
[2022-03-12 13:19:56 main:574] : INFO : Epoch 1837 | loss: 0.0310036 | val_loss: 0.0313061 | Time: 2264.37 ms
[2022-03-12 13:19:59 main:574] : INFO : Epoch 1838 | loss: 0.031002 | val_loss: 0.0312941 | Time: 2233.31 ms
[2022-03-12 13:20:01 main:574] : INFO : Epoch 1839 | loss: 0.0310064 | val_loss: 0.0312725 | Time: 2273.24 ms
[2022-03-12 13:20:03 main:574] : INFO : Epoch 1840 | loss: 0.0310082 | val_loss: 0.0312998 | Time: 2234.08 ms
[2022-03-12 13:20:05 main:574] : INFO : Epoch 1841 | loss: 0.031007 | val_loss: 0.0313104 | Time: 2218.85 ms
[2022-03-12 13:20:08 main:574] : INFO : Epoch 1842 | loss: 0.0310026 | val_loss: 0.0312875 | Time: 2214.84 ms
[2022-03-12 13:20:10 main:574] : INFO : Epoch 1843 | loss: 0.0309969 | val_loss: 0.0312806 | Time: 2232.25 ms
[2022-03-12 13:20:12 main:574] : INFO : Epoch 1844 | loss: 0.0310064 | val_loss: 0.0312976 | Time: 2254.7 ms
[2022-03-12 13:20:14 main:574] : INFO : Epoch 1845 | loss: 0.031014 | val_loss: 0.031297 | Time: 2235.65 ms
[2022-03-12 13:20:16 main:574] : INFO : Epoch 1846 | loss: 0.0310183 | val_loss: 0.0312892 | Time: 2214.64 ms
[2022-03-12 13:20:19 main:574] : INFO : Epoch 1847 | loss: 0.031015 | val_loss: 0.0312862 | Time: 2236.58 ms
[2022-03-12 13:20:21 main:574] : INFO : Epoch 1848 | loss: 0.0310027 | val_loss: 0.0313026 | Time: 2257.81 ms
[2022-03-12 13:20:23 main:574] : INFO : Epoch 1849 | loss: 0.0310004 | val_loss: 0.0312851 | Time: 2218.92 ms
[2022-03-12 13:20:25 main:574] : INFO : Epoch 1850 | loss: 0.0310033 | val_loss: 0.0312935 | Time: 2222.03 ms
[2022-03-12 13:20:28 main:574] : INFO : Epoch 1851 | loss: 0.0310033 | val_loss: 0.0313011 | Time: 2234.66 ms
[2022-03-12 13:20:30 main:574] : INFO : Epoch 1852 | loss: 0.0309985 | val_loss: 0.0312873 | Time: 2243.4 ms
[2022-03-12 13:20:32 main:574] : INFO : Epoch 1853 | loss: 0.0309933 | val_loss: 0.0313078 | Time: 2205.51 ms
[2022-03-12 13:20:34 main:574] : INFO : Epoch 1854 | loss: 0.0309942 | val_loss: 0.031345 | Time: 2204.69 ms
[2022-03-12 13:20:37 main:574] : INFO : Epoch 1855 | loss: 0.0310068 | val_loss: 0.0312844 | Time: 2244.74 ms
[2022-03-12 13:20:39 main:574] : INFO : Epoch 1856 | loss: 0.0309983 | val_loss: 0.0312815 | Time: 2264.01 ms
[2022-03-12 13:20:41 main:574] : INFO : Epoch 1857 | loss: 0.0310086 | val_loss: 0.0312657 | Time: 2252.52 ms
[2022-03-12 13:20:43 main:574] : INFO : Epoch 1858 | loss: 0.0310038 | val_loss: 0.0312947 | Time: 2228.57 ms
[2022-03-12 13:20:46 main:574] : INFO : Epoch 1859 | loss: 0.031002 | val_loss: 0.031286 | Time: 2227.48 ms
[2022-03-12 13:20:48 main:574] : INFO : Epoch 1860 | loss: 0.0310188 | val_loss: 0.0312672 | Time: 2258.55 ms
[2022-03-12 13:20:50 main:574] : INFO : Epoch 1861 | loss: 0.0310064 | val_loss: 0.0313059 | Time: 2238.89 ms
[2022-03-12 13:20:52 main:574] : INFO : Epoch 1862 | loss: 0.0310001 | val_loss: 0.0312893 | Time: 2211.9 ms
[2022-03-12 13:20:55 main:574] : INFO : Epoch 1863 | loss: 0.0310016 | val_loss: 0.0312735 | Time: 2220.4 ms
[2022-03-12 13:20:57 main:574] : INFO : Epoch 1864 | loss: 0.030997 | val_loss: 0.0312889 | Time: 2197.34 ms
[2022-03-12 13:20:59 main:574] : INFO : Epoch 1865 | loss: 0.031003 | val_loss: 0.0312925 | Time: 2195.78 ms
[2022-03-12 13:21:01 main:574] : INFO : Epoch 1866 | loss: 0.0310184 | val_loss: 0.0312794 | Time: 2281.22 ms
[2022-03-12 13:21:03 main:574] : INFO : Epoch 1867 | loss: 0.0310118 | val_loss: 0.0312986 | Time: 2208.75 ms
[2022-03-12 13:21:06 main:574] : INFO : Epoch 1868 | loss: 0.0310012 | val_loss: 0.0313013 | Time: 2201.55 ms
[2022-03-12 13:21:08 main:574] : INFO : Epoch 1869 | loss: 0.0310013 | val_loss: 0.0313005 | Time: 2268.88 ms
[2022-03-12 13:21:10 main:574] : INFO : Epoch 1870 | loss: 0.031 | val_loss: 0.0312832 | Time: 2252.62 ms
[2022-03-12 13:21:12 main:574] : INFO : Epoch 1871 | loss: 0.0309997 | val_loss: 0.0313176 | Time: 2283.9 ms
[2022-03-12 13:21:15 main:574] : INFO : Epoch 1872 | loss: 0.0310022 | val_loss: 0.031291 | Time: 2215.92 ms
[2022-03-12 13:21:17 main:574] : INFO : Epoch 1873 | loss: 0.0309941 | val_loss: 0.0313136 | Time: 2269.53 ms
[2022-03-12 13:21:19 main:574] : INFO : Epoch 1874 | loss: 0.0310019 | val_loss: 0.0313001 | Time: 2247.82 ms
[2022-03-12 13:21:21 main:574] : INFO : Epoch 1875 | loss: 0.0310051 | val_loss: 0.0313077 | Time: 2264.47 ms
[2022-03-12 13:21:24 main:574] : INFO : Epoch 1876 | loss: 0.0310081 | val_loss: 0.031311 | Time: 2220.27 ms
[2022-03-12 13:21:26 main:574] : INFO : Epoch 1877 | loss: 0.0309971 | val_loss: 0.0312804 | Time: 2288.93 ms
[2022-03-12 13:21:28 main:574] : INFO : Epoch 1878 | loss: 0.0309946 | val_loss: 0.0312814 | Time: 2271.2 ms
[2022-03-12 13:21:30 main:574] : INFO : Epoch 1879 | loss: 0.030999 | val_loss: 0.0313016 | Time: 2230.81 ms
[2022-03-12 13:21:33 main:574] : INFO : Epoch 1880 | loss: 0.0310006 | val_loss: 0.0313097 | Time: 2192.12 ms
[2022-03-12 13:21:35 main:574] : INFO : Epoch 1881 | loss: 0.030996 | val_loss: 0.0312713 | Time: 2275.1 ms
[2022-03-12 13:21:37 main:574] : INFO : Epoch 1882 | loss: 0.0310008 | val_loss: 0.031291 | Time: 2204.33 ms
[2022-03-12 13:21:39 main:574] : INFO : Epoch 1883 | loss: 0.0309973 | val_loss: 0.0313054 | Time: 2256.49 ms
[2022-03-12 13:21:42 main:574] : INFO : Epoch 1884 | loss: 0.0310091 | val_loss: 0.0313058 | Time: 2306.83 ms
[2022-03-12 13:21:44 main:574] : INFO : Epoch 1885 | loss: 0.0310018 | val_loss: 0.0312994 | Time: 2230.5 ms
[2022-03-12 13:21:46 main:574] : INFO : Epoch 1886 | loss: 0.0309966 | val_loss: 0.0312977 | Time: 2247.03 ms
[2022-03-12 13:21:49 main:574] : INFO : Epoch 1887 | loss: 0.0309978 | val_loss: 0.0312849 | Time: 2291.24 ms
[2022-03-12 13:21:51 main:574] : INFO : Epoch 1888 | loss: 0.0310015 | val_loss: 0.0312969 | Time: 2243.25 ms
[2022-03-12 13:21:53 main:574] : INFO : Epoch 1889 | loss: 0.0310082 | val_loss: 0.0312774 | Time: 2214.88 ms
[2022-03-12 13:21:55 main:574] : INFO : Epoch 1890 | loss: 0.0310051 | val_loss: 0.0313137 | Time: 2233.36 ms
[2022-03-12 13:21:57 main:574] : INFO : Epoch 1891 | loss: 0.0309996 | val_loss: 0.0312944 | Time: 2206.03 ms
[2022-03-12 13:22:00 main:574] : INFO : Epoch 1892 | loss: 0.0309931 | val_loss: 0.0313083 | Time: 2282.32 ms
[2022-03-12 13:22:02 main:574] : INFO : Epoch 1893 | loss: 0.0309994 | val_loss: 0.0312693 | Time: 2276.98 ms
[2022-03-12 13:22:04 main:574] : INFO : Epoch 1894 | loss: 0.0310056 | val_loss: 0.0312974 | Time: 2235.01 ms
[2022-03-12 13:22:06 main:574] : INFO : Epoch 1895 | loss: 0.0310039 | val_loss: 0.0312972 | Time: 2215.49 ms
[2022-03-12 13:22:09 main:574] : INFO : Epoch 1896 | loss: 0.0310035 | val_loss: 0.0312796 | Time: 2222.26 ms
[2022-03-12 13:22:11 main:574] : INFO : Epoch 1897 | loss: 0.0310106 | val_loss: 0.0313043 | Time: 2212.94 ms
[2022-03-12 13:22:13 main:574] : INFO : Epoch 1898 | loss: 0.031004 | val_loss: 0.0312885 | Time: 2205.33 ms
[2022-03-12 13:22:15 main:574] : INFO : Epoch 1899 | loss: 0.0309947 | val_loss: 0.0312892 | Time: 2194.33 ms
[2022-03-12 13:22:18 main:574] : INFO : Epoch 1900 | loss: 0.0309932 | val_loss: 0.0312835 | Time: 2248.39 ms
[2022-03-12 13:22:20 main:574] : INFO : Epoch 1901 | loss: 0.0309993 | val_loss: 0.031302 | Time: 2212.24 ms
[2022-03-12 13:22:22 main:574] : INFO : Epoch 1902 | loss: 0.0309988 | val_loss: 0.0312714 | Time: 2252.65 ms
[2022-03-12 13:22:24 main:574] : INFO : Epoch 1903 | loss: 0.0310063 | val_loss: 0.0313013 | Time: 2223.73 ms
[2022-03-12 13:22:27 main:574] : INFO : Epoch 1904 | loss: 0.0310022 | val_loss: 0.031308 | Time: 2278.8 ms
[2022-03-12 13:22:29 main:574] : INFO : Epoch 1905 | loss: 0.0310052 | val_loss: 0.03129 | Time: 2237.08 ms
[2022-03-12 13:22:31 main:574] : INFO : Epoch 1906 | loss: 0.0309956 | val_loss: 0.0313159 | Time: 2254.71 ms
[2022-03-12 13:22:33 main:574] : INFO : Epoch 1907 | loss: 0.0310005 | val_loss: 0.031278 | Time: 2206.43 ms
[2022-03-12 13:22:35 main:574] : INFO : Epoch 1908 | loss: 0.0310036 | val_loss: 0.0312685 | Time: 2231.46 ms
[2022-03-12 13:22:38 main:574] : INFO : Epoch 1909 | loss: 0.0309995 | val_loss: 0.0312924 | Time: 2199.22 ms
[2022-03-12 13:22:40 main:574] : INFO : Epoch 1910 | loss: 0.031 | val_loss: 0.0313348 | Time: 2271.7 ms
[2022-03-12 13:22:42 main:574] : INFO : Epoch 1911 | loss: 0.0310026 | val_loss: 0.0312863 | Time: 2221.92 ms
[2022-03-12 13:22:44 main:574] : INFO : Epoch 1912 | loss: 0.0309969 | val_loss: 0.0312901 | Time: 2180.9 ms
[2022-03-12 13:22:47 main:574] : INFO : Epoch 1913 | loss: 0.0310079 | val_loss: 0.0312951 | Time: 2248.97 ms
[2022-03-12 13:22:49 main:574] : INFO : Epoch 1914 | loss: 0.0310035 | val_loss: 0.0312665 | Time: 2259.8 ms
[2022-03-12 13:22:51 main:574] : INFO : Epoch 1915 | loss: 0.0310087 | val_loss: 0.0312907 | Time: 2229.71 ms
[2022-03-12 13:22:53 main:574] : INFO : Epoch 1916 | loss: 0.0309987 | val_loss: 0.0312905 | Time: 2237.43 ms
[2022-03-12 13:22:56 main:574] : INFO : Epoch 1917 | loss: 0.0309962 | val_loss: 0.0312908 | Time: 2265.3 ms
[2022-03-12 13:22:58 main:574] : INFO : Epoch 1918 | loss: 0.0310048 | val_loss: 0.0312805 | Time: 2229.71 ms
[2022-03-12 13:23:00 main:574] : INFO : Epoch 1919 | loss: 0.0310012 | val_loss: 0.0313046 | Time: 2251.97 ms
[2022-03-12 13:23:02 main:574] : INFO : Epoch 1920 | loss: 0.0309948 | val_loss: 0.0313062 | Time: 2272.79 ms
[2022-03-12 13:23:05 main:574] : INFO : Epoch 1921 | loss: 0.0309974 | val_loss: 0.0313051 | Time: 2240.38 ms
[2022-03-12 13:23:07 main:574] : INFO : Epoch 1922 | loss: 0.0309988 | val_loss: 0.031299 | Time: 2208.44 ms
[2022-03-12 13:23:09 main:574] : INFO : Epoch 1923 | loss: 0.0309964 | val_loss: 0.0313057 | Time: 2300.98 ms
[2022-03-12 13:23:11 main:574] : INFO : Epoch 1924 | loss: 0.0309937 | val_loss: 0.0313114 | Time: 2215.69 ms
[2022-03-12 13:23:14 main:574] : INFO : Epoch 1925 | loss: 0.031001 | val_loss: 0.0312755 | Time: 2242.85 ms
[2022-03-12 13:23:16 main:574] : INFO : Epoch 1926 | loss: 0.0310228 | val_loss: 0.0312766 | Time: 2197.59 ms
[2022-03-12 13:23:18 main:574] : INFO : Epoch 1927 | loss: 0.0310208 | val_loss: 0.031284 | Time: 2195.29 ms
[2022-03-12 13:23:20 main:574] : INFO : Epoch 1928 | loss: 0.0310065 | val_loss: 0.0313029 | Time: 2259.13 ms
[2022-03-12 13:23:23 main:574] : INFO : Epoch 1929 | loss: 0.0310079 | val_loss: 0.0312991 | Time: 2238.59 ms
[2022-03-12 13:23:25 main:574] : INFO : Epoch 1930 | loss: 0.030998 | val_loss: 0.0313117 | Time: 2256.83 ms
[2022-03-12 13:23:27 main:574] : INFO : Epoch 1931 | loss: 0.0309983 | val_loss: 0.0312663 | Time: 2210.35 ms
[2022-03-12 13:23:29 main:574] : INFO : Epoch 1932 | loss: 0.0309996 | val_loss: 0.0312898 | Time: 2228.43 ms
[2022-03-12 13:23:31 main:574] : INFO : Epoch 1933 | loss: 0.0309958 | val_loss: 0.0312829 | Time: 2248.56 ms
[2022-03-12 13:23:34 main:574] : INFO : Epoch 1934 | loss: 0.0310001 | val_loss: 0.0313058 | Time: 2212.28 ms
[2022-03-12 13:23:36 main:574] : INFO : Epoch 1935 | loss: 0.0309946 | val_loss: 0.0312851 | Time: 2256.54 ms
[2022-03-12 13:23:38 main:574] : INFO : Epoch 1936 | loss: 0.0309977 | val_loss: 0.0313027 | Time: 2217.03 ms
[2022-03-12 13:23:40 main:574] : INFO : Epoch 1937 | loss: 0.031 | val_loss: 0.0312969 | Time: 2263.03 ms
[2022-03-12 13:23:43 main:574] : INFO : Epoch 1938 | loss: 0.03101 | val_loss: 0.0313082 | Time: 2234.05 ms
[2022-03-12 13:23:45 main:574] : INFO : Epoch 1939 | loss: 0.031006 | val_loss: 0.0313118 | Time: 2246.39 ms
[2022-03-12 13:23:47 main:574] : INFO : Epoch 1940 | loss: 0.0309991 | val_loss: 0.0312871 | Time: 2246.67 ms
[2022-03-12 13:23:49 main:574] : INFO : Epoch 1941 | loss: 0.0310005 | val_loss: 0.0312939 | Time: 2264.19 ms
[2022-03-12 13:23:52 main:574] : INFO : Epoch 1942 | loss: 0.0310042 | val_loss: 0.0313293 | Time: 2237.57 ms
[2022-03-12 13:23:54 main:574] : INFO : Epoch 1943 | loss: 0.0310019 | val_loss: 0.0313055 | Time: 2194.45 ms
[2022-03-12 13:23:56 main:574] : INFO : Epoch 1944 | loss: 0.0310043 | val_loss: 0.0313124 | Time: 2212.3 ms
[2022-03-12 13:23:58 main:574] : INFO : Epoch 1945 | loss: 0.0310012 | val_loss: 0.0312808 | Time: 2242.03 ms
[2022-03-12 13:24:01 main:574] : INFO : Epoch 1946 | loss: 0.0310013 | val_loss: 0.0312929 | Time: 2234.1 ms
[2022-03-12 13:24:03 main:574] : INFO : Epoch 1947 | loss: 0.0309991 | val_loss: 0.0312909 | Time: 2220.13 ms
[2022-03-12 13:24:05 main:574] : INFO : Epoch 1948 | loss: 0.0309973 | val_loss: 0.0313252 | Time: 2273.22 ms
[2022-03-12 13:24:07 main:574] : INFO : Epoch 1949 | loss: 0.0310006 | val_loss: 0.0313047 | Time: 2260.1 ms
[2022-03-12 13:24:10 main:574] : INFO : Epoch 1950 | loss: 0.0309969 | val_loss: 0.0312903 | Time: 2249.05 ms
[2022-03-12 13:24:12 main:574] : INFO : Epoch 1951 | loss: 0.0309974 | val_loss: 0.0313006 | Time: 2208.81 ms
[2022-03-12 13:24:14 main:574] : INFO : Epoch 1952 | loss: 0.0309934 | val_loss: 0.031292 | Time: 2200.63 ms
[2022-03-12 13:24:16 main:574] : INFO : Epoch 1953 | loss: 0.0309909 | val_loss: 0.0312846 | Time: 2314.2 ms
[2022-03-12 13:24:19 main:574] : INFO : Epoch 1954 | loss: 0.0309878 | val_loss: 0.031305 | Time: 2207 ms
[2022-03-12 13:24:21 main:574] : INFO : Epoch 1955 | loss: 0.030996 | val_loss: 0.0313098 | Time: 2235.58 ms
[2022-03-12 13:24:23 main:574] : INFO : Epoch 1956 | loss: 0.0311112 | val_loss: 0.0312349 | Time: 2216.35 ms
[2022-03-12 13:24:25 main:574] : INFO : Epoch 1957 | loss: 0.0310921 | val_loss: 0.0312441 | Time: 2256.11 ms
[2022-03-12 13:24:27 main:574] : INFO : Epoch 1958 | loss: 0.0310538 | val_loss: 0.0312659 | Time: 2215.93 ms
[2022-03-12 13:24:30 main:574] : INFO : Epoch 1959 | loss: 0.0310253 | val_loss: 0.031284 | Time: 2223.52 ms
[2022-03-12 13:24:32 main:574] : INFO : Epoch 1960 | loss: 0.0310063 | val_loss: 0.0312979 | Time: 2281.57 ms
[2022-03-12 13:24:34 main:574] : INFO : Epoch 1961 | loss: 0.0309995 | val_loss: 0.0312846 | Time: 2270.2 ms
[2022-03-12 13:24:37 main:574] : INFO : Epoch 1962 | loss: 0.0310012 | val_loss: 0.0312873 | Time: 2240.55 ms
[2022-03-12 13:24:39 main:574] : INFO : Epoch 1963 | loss: 0.0310013 | val_loss: 0.031297 | Time: 2208.33 ms
[2022-03-12 13:24:41 main:574] : INFO : Epoch 1964 | loss: 0.0309972 | val_loss: 0.031279 | Time: 2230.88 ms
[2022-03-12 13:24:43 main:574] : INFO : Epoch 1965 | loss: 0.0310082 | val_loss: 0.0312931 | Time: 2250.79 ms
[2022-03-12 13:24:45 main:574] : INFO : Epoch 1966 | loss: 0.0310049 | val_loss: 0.0313096 | Time: 2213.04 ms
[2022-03-12 13:24:48 main:574] : INFO : Epoch 1967 | loss: 0.0310029 | val_loss: 0.0312807 | Time: 2234.99 ms
[2022-03-12 13:24:50 main:574] : INFO : Epoch 1968 | loss: 0.030996 | val_loss: 0.0312996 | Time: 2227.78 ms
[2022-03-12 13:24:52 main:574] : INFO : Epoch 1969 | loss: 0.0309967 | val_loss: 0.031329 | Time: 2231.7 ms
[2022-03-12 13:24:54 main:574] : INFO : Epoch 1970 | loss: 0.0310041 | val_loss: 0.0312922 | Time: 2198.65 ms
[2022-03-12 13:24:57 main:574] : INFO : Epoch 1971 | loss: 0.0310035 | val_loss: 0.0312602 | Time: 2249.01 ms
[2022-03-12 13:24:59 main:574] : INFO : Epoch 1972 | loss: 0.0310094 | val_loss: 0.031292 | Time: 2211.48 ms
[2022-03-12 13:25:01 main:574] : INFO : Epoch 1973 | loss: 0.0310009 | val_loss: 0.0312937 | Time: 2210.22 ms
[2022-03-12 13:25:03 main:574] : INFO : Epoch 1974 | loss: 0.0309999 | val_loss: 0.0312822 | Time: 2246.74 ms
[2022-03-12 13:25:05 main:574] : INFO : Epoch 1975 | loss: 0.0310076 | val_loss: 0.0313177 | Time: 2197.31 ms
[2022-03-12 13:25:08 main:574] : INFO : Epoch 1976 | loss: 0.0309961 | val_loss: 0.0312912 | Time: 2278.22 ms
[2022-03-12 13:25:10 main:574] : INFO : Epoch 1977 | loss: 0.0310089 | val_loss: 0.0313218 | Time: 2211.29 ms
[2022-03-12 13:25:12 main:574] : INFO : Epoch 1978 | loss: 0.0310038 | val_loss: 0.0312658 | Time: 2266.51 ms
[2022-03-12 13:25:14 main:574] : INFO : Epoch 1979 | loss: 0.0310046 | val_loss: 0.0313061 | Time: 2205.65 ms
[2022-03-12 13:25:17 main:574] : INFO : Epoch 1980 | loss: 0.0310023 | val_loss: 0.0312845 | Time: 2267.88 ms
[2022-03-12 13:25:19 main:574] : INFO : Epoch 1981 | loss: 0.0309957 | val_loss: 0.0312944 | Time: 2246.79 ms
[2022-03-12 13:25:21 main:574] : INFO : Epoch 1982 | loss: 0.0309944 | val_loss: 0.0312965 | Time: 2213.45 ms
[2022-03-12 13:25:23 main:574] : INFO : Epoch 1983 | loss: 0.0309991 | val_loss: 0.0313059 | Time: 2264.47 ms
[2022-03-12 13:25:26 main:574] : INFO : Epoch 1984 | loss: 0.0310004 | val_loss: 0.0312942 | Time: 2256.94 ms
[2022-03-12 13:25:28 main:574] : INFO : Epoch 1985 | loss: 0.0310048 | val_loss: 0.0312828 | Time: 2246.24 ms
[2022-03-12 13:25:30 main:574] : INFO : Epoch 1986 | loss: 0.0310023 | val_loss: 0.0312923 | Time: 2246.02 ms
[2022-03-12 13:25:32 main:574] : INFO : Epoch 1987 | loss: 0.0310004 | val_loss: 0.0312811 | Time: 2197.95 ms
[2022-03-12 13:25:35 main:574] : INFO : Epoch 1988 | loss: 0.0310024 | val_loss: 0.0312925 | Time: 2219.89 ms
[2022-03-12 13:25:37 main:574] : INFO : Epoch 1989 | loss: 0.0310048 | val_loss: 0.0312648 | Time: 2221.94 ms
[2022-03-12 13:25:39 main:574] : INFO : Epoch 1990 | loss: 0.0310283 | val_loss: 0.0312346 | Time: 2222.25 ms
[2022-03-12 13:25:41 main:574] : INFO : Epoch 1991 | loss: 0.0310449 | val_loss: 0.0312628 | Time: 2216.94 ms
[2022-03-12 13:25:44 main:574] : INFO : Epoch 1992 | loss: 0.0310126 | val_loss: 0.0312962 | Time: 2254.13 ms
[2022-03-12 13:25:46 main:574] : INFO : Epoch 1993 | loss: 0.0310064 | val_loss: 0.0313164 | Time: 2236.27 ms
[2022-03-12 13:25:48 main:574] : INFO : Epoch 1994 | loss: 0.0310008 | val_loss: 0.0312938 | Time: 2246.22 ms
[2022-03-12 13:25:50 main:574] : INFO : Epoch 1995 | loss: 0.0310022 | val_loss: 0.0312789 | Time: 2210.84 ms
[2022-03-12 13:25:52 main:574] : INFO : Epoch 1996 | loss: 0.0309964 | val_loss: 0.0312909 | Time: 2190.18 ms
[2022-03-12 13:25:55 main:574] : INFO : Epoch 1997 | loss: 0.0309988 | val_loss: 0.0312684 | Time: 2242.72 ms
[2022-03-12 13:25:57 main:574] : INFO : Epoch 1998 | loss: 0.0310037 | val_loss: 0.0312757 | Time: 2212.08 ms
[2022-03-12 13:25:59 main:574] : INFO : Epoch 1999 | loss: 0.0310144 | val_loss: 0.0313143 | Time: 2273.45 ms
[2022-03-12 13:26:01 main:574] : INFO : Epoch 2000 | loss: 0.0310026 | val_loss: 0.031286 | Time: 2279.28 ms
[2022-03-12 13:26:04 main:574] : INFO : Epoch 2001 | loss: 0.0309992 | val_loss: 0.0313125 | Time: 2223.24 ms
[2022-03-12 13:26:06 main:574] : INFO : Epoch 2002 | loss: 0.0310003 | val_loss: 0.0312997 | Time: 2241.17 ms
[2022-03-12 13:26:08 main:574] : INFO : Epoch 2003 | loss: 0.030995 | val_loss: 0.0312834 | Time: 2225.38 ms
[2022-03-12 13:26:10 main:574] : INFO : Epoch 2004 | loss: 0.0310071 | val_loss: 0.0312796 | Time: 2279.55 ms
[2022-03-12 13:26:13 main:574] : INFO : Epoch 2005 | loss: 0.0310074 | val_loss: 0.0312974 | Time: 2219.08 ms
[2022-03-12 13:26:15 main:574] : INFO : Epoch 2006 | loss: 0.0310037 | val_loss: 0.0313128 | Time: 2247.46 ms
[2022-03-12 13:26:17 main:574] : INFO : Epoch 2007 | loss: 0.0310021 | val_loss: 0.031303 | Time: 2248.49 ms
[2022-03-12 13:26:19 main:574] : INFO : Epoch 2008 | loss: 0.0310039 | val_loss: 0.0312867 | Time: 2257.7 ms
[2022-03-12 13:26:22 main:574] : INFO : Epoch 2009 | loss: 0.0310091 | val_loss: 0.0312576 | Time: 2219.84 ms
[2022-03-12 13:26:24 main:574] : INFO : Epoch 2010 | loss: 0.0310012 | val_loss: 0.0312987 | Time: 2237.54 ms
[2022-03-12 13:26:26 main:574] : INFO : Epoch 2011 | loss: 0.0309985 | val_loss: 0.0312906 | Time: 2250.31 ms
[2022-03-12 13:26:28 main:574] : INFO : Epoch 2012 | loss: 0.0310013 | val_loss: 0.0312879 | Time: 2224.3 ms
[2022-03-12 13:26:31 main:574] : INFO : Epoch 2013 | loss: 0.0309996 | val_loss: 0.0312781 | Time: 2247.7 ms
[2022-03-12 13:26:33 main:574] : INFO : Epoch 2014 | loss: 0.0310055 | val_loss: 0.0312789 | Time: 2176.73 ms
[2022-03-12 13:26:35 main:574] : INFO : Epoch 2015 | loss: 0.0309995 | val_loss: 0.0313149 | Time: 2231.77 ms
[2022-03-12 13:26:37 main:574] : INFO : Epoch 2016 | loss: 0.0310013 | val_loss: 0.0312878 | Time: 2228.94 ms
[2022-03-12 13:26:40 main:574] : INFO : Epoch 2017 | loss: 0.0309976 | val_loss: 0.0312813 | Time: 2237.72 ms
[2022-03-12 13:26:42 main:574] : INFO : Epoch 2018 | loss: 0.0309931 | val_loss: 0.0313024 | Time: 2215.7 ms
[2022-03-12 13:26:44 main:574] : INFO : Epoch 2019 | loss: 0.0310033 | val_loss: 0.0312945 | Time: 2195.11 ms
[2022-03-12 13:26:46 main:574] : INFO : Epoch 2020 | loss: 0.0310002 | val_loss: 0.0312878 | Time: 2215.83 ms
[2022-03-12 13:26:48 main:574] : INFO : Epoch 2021 | loss: 0.03099 | val_loss: 0.0313044 | Time: 2235.18 ms
[2022-03-12 13:26:51 main:574] : INFO : Epoch 2022 | loss: 0.030996 | val_loss: 0.0312852 | Time: 2247.32 ms
[2022-03-12 13:26:53 main:574] : INFO : Epoch 2023 | loss: 0.0309949 | val_loss: 0.0312754 | Time: 2240.26 ms
[2022-03-12 13:26:55 main:574] : INFO : Epoch 2024 | loss: 0.0310054 | val_loss: 0.0313237 | Time: 2253.95 ms
[2022-03-12 13:26:57 main:574] : INFO : Epoch 2025 | loss: 0.0310033 | val_loss: 0.0312976 | Time: 2236.16 ms
[2022-03-12 13:27:00 main:574] : INFO : Epoch 2026 | loss: 0.0310036 | val_loss: 0.0312774 | Time: 2241.22 ms
[2022-03-12 13:27:02 main:574] : INFO : Epoch 2027 | loss: 0.0310013 | val_loss: 0.0313072 | Time: 2275.07 ms
[2022-03-12 13:27:04 main:574] : INFO : Epoch 2028 | loss: 0.0310038 | val_loss: 0.0313006 | Time: 2220.96 ms
[2022-03-12 13:27:06 main:574] : INFO : Epoch 2029 | loss: 0.031009 | val_loss: 0.0312651 | Time: 2248.21 ms
[2022-03-12 13:27:09 main:574] : INFO : Epoch 2030 | loss: 0.0310059 | val_loss: 0.0312933 | Time: 2201.74 ms
[2022-03-12 13:27:11 main:574] : INFO : Epoch 2031 | loss: 0.0310083 | val_loss: 0.0313042 | Time: 2262.72 ms
[2022-03-12 13:27:13 main:574] : INFO : Epoch 2032 | loss: 0.0310073 | val_loss: 0.0313037 | Time: 2257.57 ms
[2022-03-12 13:27:15 main:574] : INFO : Epoch 2033 | loss: 0.0310013 | val_loss: 0.0312686 | Time: 2234.05 ms
[2022-03-12 13:27:18 main:574] : INFO : Epoch 2034 | loss: 0.0309991 | val_loss: 0.0312852 | Time: 2242.12 ms
[2022-03-12 13:27:20 main:574] : INFO : Epoch 2035 | loss: 0.0310049 | val_loss: 0.0313038 | Time: 2211.64 ms
[2022-03-12 13:27:22 main:574] : INFO : Epoch 2036 | loss: 0.0310066 | val_loss: 0.0312947 | Time: 2255.55 ms
[2022-03-12 13:27:24 main:574] : INFO : Epoch 2037 | loss: 0.0310003 | val_loss: 0.0313001 | Time: 2271.76 ms
[2022-03-12 13:27:27 main:574] : INFO : Epoch 2038 | loss: 0.0309987 | val_loss: 0.0313202 | Time: 2292.04 ms
[2022-03-12 13:27:29 main:574] : INFO : Epoch 2039 | loss: 0.0310034 | val_loss: 0.0312698 | Time: 2228.05 ms
[2022-03-12 13:27:31 main:574] : INFO : Epoch 2040 | loss: 0.0310011 | val_loss: 0.0312975 | Time: 2202.43 ms
[2022-03-12 13:27:33 main:574] : INFO : Epoch 2041 | loss: 0.0309985 | val_loss: 0.0313002 | Time: 2218.34 ms
[2022-03-12 13:27:36 main:574] : INFO : Epoch 2042 | loss: 0.0309998 | val_loss: 0.0312919 | Time: 2237.29 ms
[2022-03-12 13:27:38 main:574] : INFO : Epoch 2043 | loss: 0.0309986 | val_loss: 0.0312869 | Time: 2248.46 ms
[2022-03-12 13:27:40 main:574] : INFO : Epoch 2044 | loss: 0.0310062 | val_loss: 0.0313078 | Time: 2224.1 ms
[2022-03-12 13:27:42 main:574] : INFO : Epoch 2045 | loss: 0.0310041 | val_loss: 0.0312946 | Time: 2282.71 ms
[2022-03-12 13:27:45 main:574] : INFO : Epoch 2046 | loss: 0.0310052 | val_loss: 0.0313056 | Time: 2195.18 ms
[2022-03-12 13:27:47 main:574] : INFO : Epoch 2047 | loss: 0.0310038 | val_loss: 0.0312822 | Time: 2220.56 ms
[2022-03-12 13:27:49 main:574] : INFO : Epoch 2048 | loss: 0.0310037 | val_loss: 0.0312945 | Time: 2257.13 ms
[2022-03-12 13:27:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312945
[2022-03-12 13:27:49 main:603] : INFO : Saving end state to config to file
[2022-03-12 13:27:49 main:608] : INFO : Success, exiting..
13:27:49 (10520): 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)