Task 12794098
| Name | ParityModified-1645993501-3288-0_1 |
| Workunit | 9375900 |
| Created | 8 Mar 2022, 19:11:09 UTC |
| Sent | 8 Mar 2022, 20:21:44 UTC |
| Report deadline | 16 Mar 2022, 20:21:44 UTC |
| Received | 9 Mar 2022, 16:48:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 25 min 30 sec |
| CPU time | 1 hours 23 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310027 | val_loss: 0.0312806 | Time: 2459.02 ms
[2022-03-09 17:27:38 main:574] : INFO : Epoch 1543 | loss: 0.0310081 | val_loss: 0.0312614 | Time: 2281.66 ms
[2022-03-09 17:27:41 main:574] : INFO : Epoch 1544 | loss: 0.0310062 | val_loss: 0.0312685 | Time: 2268.31 ms
[2022-03-09 17:27:43 main:574] : INFO : Epoch 1545 | loss: 0.031008 | val_loss: 0.0312884 | Time: 2380.98 ms
[2022-03-09 17:27:46 main:574] : INFO : Epoch 1546 | loss: 0.0310123 | val_loss: 0.0312601 | Time: 2629.47 ms
[2022-03-09 17:27:48 main:574] : INFO : Epoch 1547 | loss: 0.0310009 | val_loss: 0.0312835 | Time: 2432.97 ms
[2022-03-09 17:27:51 main:574] : INFO : Epoch 1548 | loss: 0.0310118 | val_loss: 0.0312841 | Time: 2297.14 ms
[2022-03-09 17:27:53 main:574] : INFO : Epoch 1549 | loss: 0.0310105 | val_loss: 0.0312934 | Time: 2527.73 ms
[2022-03-09 17:27:56 main:574] : INFO : Epoch 1550 | loss: 0.0310127 | val_loss: 0.0312951 | Time: 2534.35 ms
[2022-03-09 17:27:58 main:574] : INFO : Epoch 1551 | loss: 0.0310048 | val_loss: 0.0313027 | Time: 2351.27 ms
[2022-03-09 17:28:00 main:574] : INFO : Epoch 1552 | loss: 0.0310069 | val_loss: 0.0312985 | Time: 2298.79 ms
[2022-03-09 17:28:03 main:574] : INFO : Epoch 1553 | loss: 0.0309958 | val_loss: 0.0312762 | Time: 2289.59 ms
[2022-03-09 17:28:05 main:574] : INFO : Epoch 1554 | loss: 0.0309974 | val_loss: 0.0313042 | Time: 2488.73 ms
[2022-03-09 17:28:08 main:574] : INFO : Epoch 1555 | loss: 0.0309913 | val_loss: 0.0312781 | Time: 2708.88 ms
[2022-03-09 17:28:11 main:574] : INFO : Epoch 1556 | loss: 0.0309996 | val_loss: 0.0312853 | Time: 2453.39 ms
[2022-03-09 17:28:13 main:574] : INFO : Epoch 1557 | loss: 0.0310029 | val_loss: 0.0312815 | Time: 2295.05 ms
[2022-03-09 17:28:15 main:574] : INFO : Epoch 1558 | loss: 0.031002 | val_loss: 0.0313064 | Time: 2266.87 ms
[2022-03-09 17:28:18 main:574] : INFO : Epoch 1559 | loss: 0.0310002 | val_loss: 0.0313058 | Time: 2368.85 ms
[2022-03-09 17:28:20 main:574] : INFO : Epoch 1560 | loss: 0.0309929 | val_loss: 0.0313333 | Time: 2313.63 ms
[2022-03-09 17:28:22 main:574] : INFO : Epoch 1561 | loss: 0.0309899 | val_loss: 0.0312844 | Time: 2406.99 ms
[2022-03-09 17:28:25 main:574] : INFO : Epoch 1562 | loss: 0.0309955 | val_loss: 0.0313174 | Time: 2461.06 ms
[2022-03-09 17:28:27 main:574] : INFO : Epoch 1563 | loss: 0.0310004 | val_loss: 0.0312952 | Time: 2439.18 ms
[2022-03-09 17:28:30 main:574] : INFO : Epoch 1564 | loss: 0.0310463 | val_loss: 0.0312007 | Time: 2924.56 ms
[2022-03-09 17:28:33 main:574] : INFO : Epoch 1565 | loss: 0.0311354 | val_loss: 0.0311948 | Time: 2360.39 ms
[2022-03-09 17:28:35 main:574] : INFO : Epoch 1566 | loss: 0.0311216 | val_loss: 0.0312111 | Time: 2283.66 ms
[2022-03-09 17:28:38 main:574] : INFO : Epoch 1567 | loss: 0.0311051 | val_loss: 0.0312116 | Time: 2467.5 ms
[2022-03-09 17:28:40 main:574] : INFO : Epoch 1568 | loss: 0.0310887 | val_loss: 0.0312287 | Time: 2290.7 ms
[2022-03-09 17:28:42 main:574] : INFO : Epoch 1569 | loss: 0.0310665 | val_loss: 0.0312386 | Time: 2393.03 ms
[2022-03-09 17:28:45 main:574] : INFO : Epoch 1570 | loss: 0.0310573 | val_loss: 0.0312427 | Time: 2547.3 ms
[2022-03-09 17:28:47 main:574] : INFO : Epoch 1571 | loss: 0.0310401 | val_loss: 0.0312448 | Time: 2298.03 ms
[2022-03-09 17:28:50 main:574] : INFO : Epoch 1572 | loss: 0.0310269 | val_loss: 0.031255 | Time: 2627.26 ms
[2022-03-09 17:28:52 main:574] : INFO : Epoch 1573 | loss: 0.0310129 | val_loss: 0.0312631 | Time: 2560.75 ms
[2022-03-09 17:28:55 main:574] : INFO : Epoch 1574 | loss: 0.0310407 | val_loss: 0.0312786 | Time: 2558.72 ms
[2022-03-09 17:28:58 main:574] : INFO : Epoch 1575 | loss: 0.0310219 | val_loss: 0.0312685 | Time: 2575.84 ms
[2022-03-09 17:29:00 main:574] : INFO : Epoch 1576 | loss: 0.0310046 | val_loss: 0.0312799 | Time: 2428.49 ms
[2022-03-09 17:29:02 main:574] : INFO : Epoch 1577 | loss: 0.031013 | val_loss: 0.0312647 | Time: 2356.82 ms
[2022-03-09 17:29:05 main:574] : INFO : Epoch 1578 | loss: 0.0310261 | val_loss: 0.0312686 | Time: 2373.84 ms
[2022-03-09 17:29:07 main:574] : INFO : Epoch 1579 | loss: 0.031026 | val_loss: 0.0312943 | Time: 2578.53 ms
[2022-03-09 17:29:10 main:574] : INFO : Epoch 1580 | loss: 0.0310155 | val_loss: 0.0312655 | Time: 2484.09 ms
[2022-03-09 17:29:12 main:574] : INFO : Epoch 1581 | loss: 0.03101 | val_loss: 0.031265 | Time: 2347.34 ms
[2022-03-09 17:29:15 main:574] : INFO : Epoch 1582 | loss: 0.0310076 | val_loss: 0.031296 | Time: 2314 ms
[2022-03-09 17:29:17 main:574] : INFO : Epoch 1583 | loss: 0.0310039 | val_loss: 0.0312901 | Time: 2430.84 ms
[2022-03-09 17:29:20 main:574] : INFO : Epoch 1584 | loss: 0.0309978 | val_loss: 0.0312913 | Time: 2371.44 ms
[2022-03-09 17:29:22 main:574] : INFO : Epoch 1585 | loss: 0.0309963 | val_loss: 0.031294 | Time: 2488.98 ms
[2022-03-09 17:29:25 main:574] : INFO : Epoch 1586 | loss: 0.0309976 | val_loss: 0.0313106 | Time: 2475.9 ms
[2022-03-09 17:29:27 main:574] : INFO : Epoch 1587 | loss: 0.0309985 | val_loss: 0.0312847 | Time: 2534.1 ms
[2022-03-09 17:29:30 main:574] : INFO : Epoch 1588 | loss: 0.0309927 | val_loss: 0.0312929 | Time: 2505.3 ms
[2022-03-09 17:29:32 main:574] : INFO : Epoch 1589 | loss: 0.0309966 | val_loss: 0.0312835 | Time: 2534.05 ms
[2022-03-09 17:29:35 main:574] : INFO : Epoch 1590 | loss: 0.0310144 | val_loss: 0.0312685 | Time: 2437.7 ms
[2022-03-09 17:29:37 main:574] : INFO : Epoch 1591 | loss: 0.0310392 | val_loss: 0.0312652 | Time: 2259.67 ms
[2022-03-09 17:29:40 main:574] : INFO : Epoch 1592 | loss: 0.0310159 | val_loss: 0.0312741 | Time: 2219.43 ms
[2022-03-09 17:29:42 main:574] : INFO : Epoch 1593 | loss: 0.0310082 | val_loss: 0.0312702 | Time: 2489.48 ms
[2022-03-09 17:29:45 main:574] : INFO : Epoch 1594 | loss: 0.0310043 | val_loss: 0.0312833 | Time: 2380.57 ms
[2022-03-09 17:29:47 main:574] : INFO : Epoch 1595 | loss: 0.0310071 | val_loss: 0.0312463 | Time: 2397.13 ms
[2022-03-09 17:29:50 main:574] : INFO : Epoch 1596 | loss: 0.0310081 | val_loss: 0.0312475 | Time: 2686.29 ms
[2022-03-09 17:29:52 main:574] : INFO : Epoch 1597 | loss: 0.0310102 | val_loss: 0.0312883 | Time: 2693.02 ms
[2022-03-09 17:29:55 main:574] : INFO : Epoch 1598 | loss: 0.031002 | val_loss: 0.031296 | Time: 2370.34 ms
[2022-03-09 17:29:57 main:574] : INFO : Epoch 1599 | loss: 0.0309956 | val_loss: 0.0312958 | Time: 2384.41 ms
[2022-03-09 17:30:00 main:574] : INFO : Epoch 1600 | loss: 0.0310096 | val_loss: 0.0312868 | Time: 2408.08 ms
[2022-03-09 17:30:02 main:574] : INFO : Epoch 1601 | loss: 0.0310167 | val_loss: 0.0312807 | Time: 2393.61 ms
[2022-03-09 17:30:05 main:574] : INFO : Epoch 1602 | loss: 0.0310117 | val_loss: 0.0313178 | Time: 2309.67 ms
[2022-03-09 17:30:07 main:574] : INFO : Epoch 1603 | loss: 0.0310093 | val_loss: 0.0313065 | Time: 2389.43 ms
[2022-03-09 17:30:10 main:574] : INFO : Epoch 1604 | loss: 0.0310074 | val_loss: 0.031299 | Time: 2559.49 ms
[2022-03-09 17:30:12 main:574] : INFO : Epoch 1605 | loss: 0.030999 | val_loss: 0.0312892 | Time: 2387.9 ms
[2022-03-09 17:30:15 main:574] : INFO : Epoch 1606 | loss: 0.0310156 | val_loss: 0.0312515 | Time: 2475.52 ms
[2022-03-09 17:30:17 main:574] : INFO : Epoch 1607 | loss: 0.0310502 | val_loss: 0.0312601 | Time: 2569.24 ms
[2022-03-09 17:30:20 main:574] : INFO : Epoch 1608 | loss: 0.0310215 | val_loss: 0.0312753 | Time: 2457.73 ms
[2022-03-09 17:30:22 main:574] : INFO : Epoch 1609 | loss: 0.03101 | val_loss: 0.0312882 | Time: 2362.5 ms
[2022-03-09 17:30:25 main:574] : INFO : Epoch 1610 | loss: 0.0310003 | val_loss: 0.0313098 | Time: 2288.57 ms
[2022-03-09 17:30:27 main:574] : INFO : Epoch 1611 | loss: 0.0309949 | val_loss: 0.0313095 | Time: 2260.58 ms
[2022-03-09 17:30:29 main:574] : INFO : Epoch 1612 | loss: 0.0309898 | val_loss: 0.031322 | Time: 2408.72 ms
[2022-03-09 17:30:32 main:574] : INFO : Epoch 1613 | loss: 0.0309881 | val_loss: 0.0312874 | Time: 2257.59 ms
[2022-03-09 17:30:34 main:574] : INFO : Epoch 1614 | loss: 0.0309917 | val_loss: 0.0312847 | Time: 2315.72 ms
[2022-03-09 17:30:37 main:574] : INFO : Epoch 1615 | loss: 0.0309971 | val_loss: 0.0312837 | Time: 2553.95 ms
[2022-03-09 17:30:39 main:574] : INFO : Epoch 1616 | loss: 0.0310156 | val_loss: 0.0312763 | Time: 2564.08 ms
[2022-03-09 17:30:41 main:574] : INFO : Epoch 1617 | loss: 0.0310121 | val_loss: 0.0312954 | Time: 2360.71 ms
[2022-03-09 17:30:44 main:574] : INFO : Epoch 1618 | loss: 0.0309983 | val_loss: 0.0312835 | Time: 2324.33 ms
[2022-03-09 17:30:46 main:574] : INFO : Epoch 1619 | loss: 0.0310001 | val_loss: 0.0312934 | Time: 2633.38 ms
[2022-03-09 17:30:49 main:574] : INFO : Epoch 1620 | loss: 0.0310168 | val_loss: 0.0313167 | Time: 2783.05 ms
[2022-03-09 17:30:52 main:574] : INFO : Epoch 1621 | loss: 0.031005 | val_loss: 0.0312877 | Time: 2332.49 ms
[2022-03-09 17:30:54 main:574] : INFO : Epoch 1622 | loss: 0.0310085 | val_loss: 0.0312786 | Time: 2371.29 ms
[2022-03-09 17:30:56 main:574] : INFO : Epoch 1623 | loss: 0.031018 | val_loss: 0.0312712 | Time: 2244.62 ms
[2022-03-09 17:30:59 main:574] : INFO : Epoch 1624 | loss: 0.0310118 | val_loss: 0.0312838 | Time: 2382.76 ms
[2022-03-09 17:31:01 main:574] : INFO : Epoch 1625 | loss: 0.031007 | val_loss: 0.0313264 | Time: 2604.22 ms
[2022-03-09 17:31:04 main:574] : INFO : Epoch 1626 | loss: 0.0310008 | val_loss: 0.0313026 | Time: 2853.2 ms
[2022-03-09 17:31:07 main:574] : INFO : Epoch 1627 | loss: 0.0310014 | val_loss: 0.0312898 | Time: 2664.3 ms
[2022-03-09 17:31:09 main:574] : INFO : Epoch 1628 | loss: 0.031003 | val_loss: 0.031282 | Time: 2259.61 ms
[2022-03-09 17:31:12 main:574] : INFO : Epoch 1629 | loss: 0.0310035 | val_loss: 0.0312999 | Time: 2458.56 ms
[2022-03-09 17:31:14 main:574] : INFO : Epoch 1630 | loss: 0.0310059 | val_loss: 0.0312797 | Time: 2232.48 ms
[2022-03-09 17:31:17 main:574] : INFO : Epoch 1631 | loss: 0.0310106 | val_loss: 0.0313123 | Time: 2488.42 ms
[2022-03-09 17:31:19 main:574] : INFO : Epoch 1632 | loss: 0.0310104 | val_loss: 0.0312666 | Time: 2375.37 ms
[2022-03-09 17:31:22 main:574] : INFO : Epoch 1633 | loss: 0.0310073 | val_loss: 0.0312869 | Time: 2512.49 ms
[2022-03-09 17:31:24 main:574] : INFO : Epoch 1634 | loss: 0.031003 | val_loss: 0.0313182 | Time: 2364.1 ms
[2022-03-09 17:31:27 main:574] : INFO : Epoch 1635 | loss: 0.0310014 | val_loss: 0.0312992 | Time: 2430.75 ms
[2022-03-09 17:31:29 main:574] : INFO : Epoch 1636 | loss: 0.0310143 | val_loss: 0.0312653 | Time: 2941.02 ms
[2022-03-09 17:31:32 main:574] : INFO : Epoch 1637 | loss: 0.0310162 | val_loss: 0.0312905 | Time: 2437.51 ms
[2022-03-09 17:31:35 main:574] : INFO : Epoch 1638 | loss: 0.0310199 | val_loss: 0.0312852 | Time: 2637.87 ms
[2022-03-09 17:31:37 main:574] : INFO : Epoch 1639 | loss: 0.0310088 | val_loss: 0.0312847 | Time: 2385.84 ms
[2022-03-09 17:31:39 main:574] : INFO : Epoch 1640 | loss: 0.0310045 | val_loss: 0.0312938 | Time: 2282.93 ms
[2022-03-09 17:31:42 main:574] : INFO : Epoch 1641 | loss: 0.0309973 | val_loss: 0.0313046 | Time: 2430.54 ms
[2022-03-09 17:31:44 main:574] : INFO : Epoch 1642 | loss: 0.0309955 | val_loss: 0.0312868 | Time: 2379.64 ms
[2022-03-09 17:31:47 main:574] : INFO : Epoch 1643 | loss: 0.0309946 | val_loss: 0.0312824 | Time: 2429.47 ms
[2022-03-09 17:31:49 main:574] : INFO : Epoch 1644 | loss: 0.0309976 | val_loss: 0.0312886 | Time: 2440.23 ms
[2022-03-09 17:31:52 main:574] : INFO : Epoch 1645 | loss: 0.0310026 | val_loss: 0.0312846 | Time: 2357.48 ms
[2022-03-09 17:31:55 main:574] : INFO : Epoch 1646 | loss: 0.0310114 | val_loss: 0.0312763 | Time: 2895.86 ms
[2022-03-09 17:31:57 main:574] : INFO : Epoch 1647 | loss: 0.0310184 | val_loss: 0.0312762 | Time: 2569.66 ms
[2022-03-09 17:32:00 main:574] : INFO : Epoch 1648 | loss: 0.0310208 | val_loss: 0.0312782 | Time: 2537.27 ms
[2022-03-09 17:32:02 main:574] : INFO : Epoch 1649 | loss: 0.0310151 | val_loss: 0.0312768 | Time: 2344.78 ms
[2022-03-09 17:32:04 main:574] : INFO : Epoch 1650 | loss: 0.0310071 | val_loss: 0.0312746 | Time: 2365.79 ms
[2022-03-09 17:32:07 main:574] : INFO : Epoch 1651 | loss: 0.0310074 | val_loss: 0.0313036 | Time: 2338.73 ms
[2022-03-09 17:32:09 main:574] : INFO : Epoch 1652 | loss: 0.031001 | val_loss: 0.0312844 | Time: 2328.21 ms
[2022-03-09 17:32:12 main:574] : INFO : Epoch 1653 | loss: 0.0309973 | val_loss: 0.0313293 | Time: 2421.32 ms
[2022-03-09 17:32:14 main:574] : INFO : Epoch 1654 | loss: 0.0309997 | val_loss: 0.0313111 | Time: 2281.07 ms
[2022-03-09 17:32:16 main:574] : INFO : Epoch 1655 | loss: 0.0309995 | val_loss: 0.0312864 | Time: 2346.81 ms
[2022-03-09 17:32:19 main:574] : INFO : Epoch 1656 | loss: 0.0310007 | val_loss: 0.0312696 | Time: 2431.35 ms
[2022-03-09 17:32:21 main:574] : INFO : Epoch 1657 | loss: 0.0310096 | val_loss: 0.0312864 | Time: 2489.85 ms
[2022-03-09 17:32:24 main:574] : INFO : Epoch 1658 | loss: 0.0310066 | val_loss: 0.0313002 | Time: 2809.29 ms
[2022-03-09 17:32:27 main:574] : INFO : Epoch 1659 | loss: 0.0310102 | val_loss: 0.031267 | Time: 2350.21 ms
[2022-03-09 17:32:29 main:574] : INFO : Epoch 1660 | loss: 0.0310037 | val_loss: 0.0312755 | Time: 2461.41 ms
[2022-03-09 17:32:31 main:574] : INFO : Epoch 1661 | loss: 0.0310092 | val_loss: 0.031288 | Time: 2372.08 ms
[2022-03-09 17:32:34 main:574] : INFO : Epoch 1662 | loss: 0.03102 | val_loss: 0.0313013 | Time: 2353.25 ms
[2022-03-09 17:32:36 main:574] : INFO : Epoch 1663 | loss: 0.0310203 | val_loss: 0.0312861 | Time: 2419.48 ms
[2022-03-09 17:32:39 main:574] : INFO : Epoch 1664 | loss: 0.0309991 | val_loss: 0.0312894 | Time: 2427.21 ms
[2022-03-09 17:32:41 main:574] : INFO : Epoch 1665 | loss: 0.0310206 | val_loss: 0.0312655 | Time: 2435.99 ms
[2022-03-09 17:32:44 main:574] : INFO : Epoch 1666 | loss: 0.0310155 | val_loss: 0.0312851 | Time: 2376.68 ms
[2022-03-09 17:32:46 main:574] : INFO : Epoch 1667 | loss: 0.0310001 | val_loss: 0.0312885 | Time: 2593.38 ms
[2022-03-09 17:32:49 main:574] : INFO : Epoch 1668 | loss: 0.0310104 | val_loss: 0.0312778 | Time: 2529.46 ms
[2022-03-09 17:32:51 main:574] : INFO : Epoch 1669 | loss: 0.0310056 | val_loss: 0.0313143 | Time: 2388.87 ms
[2022-03-09 17:32:54 main:574] : INFO : Epoch 1670 | loss: 0.0310114 | val_loss: 0.031292 | Time: 2422.88 ms
[2022-03-09 17:32:56 main:574] : INFO : Epoch 1671 | loss: 0.0310061 | val_loss: 0.03128 | Time: 2434.27 ms
[2022-03-09 17:32:59 main:574] : INFO : Epoch 1672 | loss: 0.0310062 | val_loss: 0.0312939 | Time: 2410.6 ms
[2022-03-09 17:33:01 main:574] : INFO : Epoch 1673 | loss: 0.0310079 | val_loss: 0.0312597 | Time: 2471.6 ms
[2022-03-09 17:33:04 main:574] : INFO : Epoch 1674 | loss: 0.0310104 | val_loss: 0.0312846 | Time: 2530.11 ms
[2022-03-09 17:33:06 main:574] : INFO : Epoch 1675 | loss: 0.0309927 | val_loss: 0.0312905 | Time: 2332.8 ms
[2022-03-09 17:33:09 main:574] : INFO : Epoch 1676 | loss: 0.0309913 | val_loss: 0.0313022 | Time: 2333.05 ms
[2022-03-09 17:33:11 main:574] : INFO : Epoch 1677 | loss: 0.0309896 | val_loss: 0.0312964 | Time: 2631.86 ms
[2022-03-09 17:33:14 main:574] : INFO : Epoch 1678 | loss: 0.0310124 | val_loss: 0.0312961 | Time: 2568.65 ms
[2022-03-09 17:33:16 main:574] : INFO : Epoch 1679 | loss: 0.0310317 | val_loss: 0.0312598 | Time: 2562.43 ms
[2022-03-09 17:33:19 main:574] : INFO : Epoch 1680 | loss: 0.0310284 | val_loss: 0.0312814 | Time: 2437.26 ms
[2022-03-09 17:33:22 main:574] : INFO : Epoch 1681 | loss: 0.0310039 | val_loss: 0.031297 | Time: 2709.19 ms
[2022-03-09 17:33:24 main:574] : INFO : Epoch 1682 | loss: 0.0310016 | val_loss: 0.0312651 | Time: 2571.79 ms
[2022-03-09 17:33:27 main:574] : INFO : Epoch 1683 | loss: 0.0309997 | val_loss: 0.0312872 | Time: 2270.7 ms
[2022-03-09 17:33:29 main:574] : INFO : Epoch 1684 | loss: 0.0309973 | val_loss: 0.031289 | Time: 2262.97 ms
[2022-03-09 17:33:31 main:574] : INFO : Epoch 1685 | loss: 0.0309967 | val_loss: 0.0312774 | Time: 2307.5 ms
[2022-03-09 17:33:34 main:574] : INFO : Epoch 1686 | loss: 0.0310127 | val_loss: 0.031274 | Time: 2291.74 ms
[2022-03-09 17:33:36 main:574] : INFO : Epoch 1687 | loss: 0.0310295 | val_loss: 0.0312474 | Time: 2423.06 ms
[2022-03-09 17:33:39 main:574] : INFO : Epoch 1688 | loss: 0.0310406 | val_loss: 0.031283 | Time: 2618.18 ms
[2022-03-09 17:33:42 main:574] : INFO : Epoch 1689 | loss: 0.0310214 | val_loss: 0.0312981 | Time: 2933.28 ms
[2022-03-09 17:33:44 main:574] : INFO : Epoch 1690 | loss: 0.031016 | val_loss: 0.0312964 | Time: 2446.45 ms
[2022-03-09 17:33:47 main:574] : INFO : Epoch 1691 | loss: 0.0310114 | val_loss: 0.031309 | Time: 2619.98 ms
[2022-03-09 17:33:49 main:574] : INFO : Epoch 1692 | loss: 0.0310082 | val_loss: 0.0312934 | Time: 2402.59 ms
[2022-03-09 17:33:52 main:574] : INFO : Epoch 1693 | loss: 0.0309964 | val_loss: 0.0313026 | Time: 2357.67 ms
[2022-03-09 17:33:54 main:574] : INFO : Epoch 1694 | loss: 0.0310018 | val_loss: 0.0312893 | Time: 2524.46 ms
[2022-03-09 17:33:57 main:574] : INFO : Epoch 1695 | loss: 0.0310022 | val_loss: 0.0313013 | Time: 2386.19 ms
[2022-03-09 17:33:59 main:574] : INFO : Epoch 1696 | loss: 0.0310046 | val_loss: 0.0312942 | Time: 2442.59 ms
[2022-03-09 17:34:02 main:574] : INFO : Epoch 1697 | loss: 0.0310076 | val_loss: 0.0313172 | Time: 2363.59 ms
[2022-03-09 17:34:04 main:574] : INFO : Epoch 1698 | loss: 0.030998 | val_loss: 0.0313014 | Time: 2522.75 ms
[2022-03-09 17:34:07 main:574] : INFO : Epoch 1699 | loss: 0.0309999 | val_loss: 0.0312791 | Time: 2707.63 ms
[2022-03-09 17:34:09 main:574] : INFO : Epoch 1700 | loss: 0.0310012 | val_loss: 0.0312928 | Time: 2481.52 ms
[2022-03-09 17:34:12 main:574] : INFO : Epoch 1701 | loss: 0.0310018 | val_loss: 0.0312764 | Time: 2764.79 ms
[2022-03-09 17:34:15 main:574] : INFO : Epoch 1702 | loss: 0.0310082 | val_loss: 0.0313013 | Time: 2305.19 ms
[2022-03-09 17:34:17 main:574] : INFO : Epoch 1703 | loss: 0.0310055 | val_loss: 0.0312721 | Time: 2312.63 ms
[2022-03-09 17:34:19 main:574] : INFO : Epoch 1704 | loss: 0.0310041 | val_loss: 0.0313133 | Time: 2286.81 ms
[2022-03-09 17:34:22 main:574] : INFO : Epoch 1705 | loss: 0.0310025 | val_loss: 0.0312949 | Time: 2671.83 ms
[2022-03-09 17:34:24 main:574] : INFO : Epoch 1706 | loss: 0.0310229 | val_loss: 0.0313069 | Time: 2350.01 ms
[2022-03-09 17:34:27 main:574] : INFO : Epoch 1707 | loss: 0.0310239 | val_loss: 0.0312686 | Time: 2451.32 ms
[2022-03-09 17:34:30 main:574] : INFO : Epoch 1708 | loss: 0.0310123 | val_loss: 0.0312469 | Time: 2611.72 ms
[2022-03-09 17:34:32 main:574] : INFO : Epoch 1709 | loss: 0.0310079 | val_loss: 0.0312659 | Time: 2619.66 ms
[2022-03-09 17:34:35 main:574] : INFO : Epoch 1710 | loss: 0.0310018 | val_loss: 0.0312885 | Time: 2451.08 ms
[2022-03-09 17:34:37 main:574] : INFO : Epoch 1711 | loss: 0.0310278 | val_loss: 0.0312536 | Time: 2463.79 ms
[2022-03-09 17:34:40 main:574] : INFO : Epoch 1712 | loss: 0.0310249 | val_loss: 0.0312988 | Time: 2421.31 ms
[2022-03-09 17:34:42 main:574] : INFO : Epoch 1713 | loss: 0.0310071 | val_loss: 0.0312735 | Time: 2324.91 ms
[2022-03-09 17:34:44 main:574] : INFO : Epoch 1714 | loss: 0.0310496 | val_loss: 0.0312081 | Time: 2360.79 ms
[2022-03-09 17:34:47 main:574] : INFO : Epoch 1715 | loss: 0.0311375 | val_loss: 0.0311994 | Time: 2532.3 ms
[2022-03-09 17:34:50 main:574] : INFO : Epoch 1716 | loss: 0.0311324 | val_loss: 0.0312134 | Time: 2374.72 ms
[2022-03-09 17:34:52 main:574] : INFO : Epoch 1717 | loss: 0.0311216 | val_loss: 0.0312249 | Time: 2649.01 ms
[2022-03-09 17:34:55 main:574] : INFO : Epoch 1718 | loss: 0.0311537 | val_loss: 0.0311913 | Time: 2588.47 ms
[2022-03-09 17:34:57 main:574] : INFO : Epoch 1719 | loss: 0.0311519 | val_loss: 0.0311932 | Time: 2461.32 ms
[2022-03-09 17:35:00 main:574] : INFO : Epoch 1720 | loss: 0.0311454 | val_loss: 0.0311892 | Time: 2508.07 ms
[2022-03-09 17:35:02 main:574] : INFO : Epoch 1721 | loss: 0.0311393 | val_loss: 0.0311885 | Time: 2400.55 ms
[2022-03-09 17:35:05 main:574] : INFO : Epoch 1722 | loss: 0.0311327 | val_loss: 0.0311906 | Time: 2424.56 ms
[2022-03-09 17:35:07 main:574] : INFO : Epoch 1723 | loss: 0.0311219 | val_loss: 0.0311893 | Time: 2391.98 ms
[2022-03-09 17:35:10 main:574] : INFO : Epoch 1724 | loss: 0.031112 | val_loss: 0.0311982 | Time: 2727.68 ms
[2022-03-09 17:35:13 main:574] : INFO : Epoch 1725 | loss: 0.0311071 | val_loss: 0.0312008 | Time: 2504.28 ms
[2022-03-09 17:35:15 main:574] : INFO : Epoch 1726 | loss: 0.0310998 | val_loss: 0.031208 | Time: 2294.42 ms
[2022-03-09 17:35:17 main:574] : INFO : Epoch 1727 | loss: 0.0310943 | val_loss: 0.0312128 | Time: 2260.34 ms
[2022-03-09 17:35:20 main:574] : INFO : Epoch 1728 | loss: 0.0310883 | val_loss: 0.031213 | Time: 2367.74 ms
[2022-03-09 17:35:22 main:574] : INFO : Epoch 1729 | loss: 0.0310814 | val_loss: 0.0312164 | Time: 2280.47 ms
[2022-03-09 17:35:25 main:574] : INFO : Epoch 1730 | loss: 0.0310782 | val_loss: 0.0312223 | Time: 2630.26 ms
[2022-03-09 17:35:27 main:574] : INFO : Epoch 1731 | loss: 0.0310728 | val_loss: 0.0312184 | Time: 2504.88 ms
[2022-03-09 17:35:29 main:574] : INFO : Epoch 1732 | loss: 0.031066 | val_loss: 0.0312323 | Time: 2304.01 ms
[2022-03-09 17:35:32 main:574] : INFO : Epoch 1733 | loss: 0.0310649 | val_loss: 0.0312289 | Time: 2540.27 ms
[2022-03-09 17:35:34 main:574] : INFO : Epoch 1734 | loss: 0.0310599 | val_loss: 0.0312394 | Time: 2401.67 ms
[2022-03-09 17:35:37 main:574] : INFO : Epoch 1735 | loss: 0.0310548 | val_loss: 0.031251 | Time: 2401.37 ms
[2022-03-09 17:35:39 main:574] : INFO : Epoch 1736 | loss: 0.0310543 | val_loss: 0.0312669 | Time: 2351.99 ms
[2022-03-09 17:35:42 main:574] : INFO : Epoch 1737 | loss: 0.0310482 | val_loss: 0.0312515 | Time: 2431.64 ms
[2022-03-09 17:35:44 main:574] : INFO : Epoch 1738 | loss: 0.0310437 | val_loss: 0.031252 | Time: 2504.23 ms
[2022-03-09 17:35:47 main:574] : INFO : Epoch 1739 | loss: 0.0310436 | val_loss: 0.031254 | Time: 2485.46 ms
[2022-03-09 17:35:49 main:574] : INFO : Epoch 1740 | loss: 0.031036 | val_loss: 0.0312557 | Time: 2366.97 ms
[2022-03-09 17:35:53 main:574] : INFO : Epoch 1741 | loss: 0.031037 | val_loss: 0.0312501 | Time: 3420.25 ms
[2022-03-09 17:35:55 main:574] : INFO : Epoch 1742 | loss: 0.0310298 | val_loss: 0.0312734 | Time: 2233.77 ms
[2022-03-09 17:35:57 main:574] : INFO : Epoch 1743 | loss: 0.0310302 | val_loss: 0.0312655 | Time: 2461.39 ms
[2022-03-09 17:36:00 main:574] : INFO : Epoch 1744 | loss: 0.031034 | val_loss: 0.0312972 | Time: 2527.82 ms
[2022-03-09 17:36:03 main:574] : INFO : Epoch 1745 | loss: 0.0310359 | val_loss: 0.0312721 | Time: 2670.07 ms
[2022-03-09 17:36:05 main:574] : INFO : Epoch 1746 | loss: 0.0310279 | val_loss: 0.0312625 | Time: 2285.92 ms
[2022-03-09 17:36:07 main:574] : INFO : Epoch 1747 | loss: 0.0310187 | val_loss: 0.0312696 | Time: 2294.9 ms
[2022-03-09 17:36:10 main:574] : INFO : Epoch 1748 | loss: 0.031014 | val_loss: 0.0312765 | Time: 2463.91 ms
[2022-03-09 17:36:12 main:574] : INFO : Epoch 1749 | loss: 0.0310192 | val_loss: 0.0312615 | Time: 2222.9 ms
[2022-03-09 17:36:15 main:574] : INFO : Epoch 1750 | loss: 0.0310135 | val_loss: 0.0312712 | Time: 2446.3 ms
[2022-03-09 17:36:17 main:574] : INFO : Epoch 1751 | loss: 0.0310104 | val_loss: 0.0312898 | Time: 2432.46 ms
[2022-03-09 17:36:20 main:574] : INFO : Epoch 1752 | loss: 0.0310161 | val_loss: 0.0312793 | Time: 2462.73 ms
[2022-03-09 17:36:22 main:574] : INFO : Epoch 1753 | loss: 0.0310095 | val_loss: 0.0312744 | Time: 2417.67 ms
[2022-03-09 17:36:24 main:574] : INFO : Epoch 1754 | loss: 0.0310107 | val_loss: 0.031262 | Time: 2286.54 ms
[2022-03-09 17:36:27 main:574] : INFO : Epoch 1755 | loss: 0.0310154 | val_loss: 0.031297 | Time: 2799.96 ms
[2022-03-09 17:36:30 main:574] : INFO : Epoch 1756 | loss: 0.0310133 | val_loss: 0.031255 | Time: 2360.99 ms
[2022-03-09 17:36:32 main:574] : INFO : Epoch 1757 | loss: 0.0310126 | val_loss: 0.0313099 | Time: 2347.5 ms
[2022-03-09 17:36:34 main:574] : INFO : Epoch 1758 | loss: 0.0310167 | val_loss: 0.031283 | Time: 2478.24 ms
[2022-03-09 17:36:37 main:574] : INFO : Epoch 1759 | loss: 0.0310157 | val_loss: 0.0312647 | Time: 2320.78 ms
[2022-03-09 17:36:39 main:574] : INFO : Epoch 1760 | loss: 0.0310159 | val_loss: 0.031296 | Time: 2336.23 ms
[2022-03-09 17:36:42 main:574] : INFO : Epoch 1761 | loss: 0.0310176 | val_loss: 0.0312829 | Time: 2370.11 ms
[2022-03-09 17:36:44 main:574] : INFO : Epoch 1762 | loss: 0.031038 | val_loss: 0.0312558 | Time: 2498.18 ms
[2022-03-09 17:36:47 main:574] : INFO : Epoch 1763 | loss: 0.0310537 | val_loss: 0.0312342 | Time: 2527.9 ms
[2022-03-09 17:36:49 main:574] : INFO : Epoch 1764 | loss: 0.0310403 | val_loss: 0.0312761 | Time: 2528.75 ms
[2022-03-09 17:36:52 main:574] : INFO : Epoch 1765 | loss: 0.0310241 | val_loss: 0.0312607 | Time: 2349.84 ms
[2022-03-09 17:36:54 main:574] : INFO : Epoch 1766 | loss: 0.0310191 | val_loss: 0.0312686 | Time: 2366.02 ms
[2022-03-09 17:36:57 main:574] : INFO : Epoch 1767 | loss: 0.0310069 | val_loss: 0.0313122 | Time: 2429.12 ms
[2022-03-09 17:36:59 main:574] : INFO : Epoch 1768 | loss: 0.0310004 | val_loss: 0.0312831 | Time: 2434.91 ms
[2022-03-09 17:37:02 main:574] : INFO : Epoch 1769 | loss: 0.0310049 | val_loss: 0.0312689 | Time: 2829.64 ms
[2022-03-09 17:37:04 main:574] : INFO : Epoch 1770 | loss: 0.0310047 | val_loss: 0.0312744 | Time: 2391.87 ms
[2022-03-09 17:37:07 main:574] : INFO : Epoch 1771 | loss: 0.0309958 | val_loss: 0.0313031 | Time: 2544.8 ms
[2022-03-09 17:37:10 main:574] : INFO : Epoch 1772 | loss: 0.0309989 | val_loss: 0.0313122 | Time: 2757.5 ms
[2022-03-09 17:37:12 main:574] : INFO : Epoch 1773 | loss: 0.0309964 | val_loss: 0.0313183 | Time: 2318.23 ms
[2022-03-09 17:37:14 main:574] : INFO : Epoch 1774 | loss: 0.0310155 | val_loss: 0.0312851 | Time: 2366.36 ms
[2022-03-09 17:37:17 main:574] : INFO : Epoch 1775 | loss: 0.0310108 | val_loss: 0.0312856 | Time: 2432.74 ms
[2022-03-09 17:37:19 main:574] : INFO : Epoch 1776 | loss: 0.0310132 | val_loss: 0.0312654 | Time: 2241.71 ms
[2022-03-09 17:37:21 main:574] : INFO : Epoch 1777 | loss: 0.0310128 | val_loss: 0.0312763 | Time: 2280.04 ms
[2022-03-09 17:37:24 main:574] : INFO : Epoch 1778 | loss: 0.0310209 | val_loss: 0.0312961 | Time: 2243.72 ms
[2022-03-09 17:37:26 main:574] : INFO : Epoch 1779 | loss: 0.0310248 | val_loss: 0.0312668 | Time: 2315.68 ms
[2022-03-09 17:37:29 main:574] : INFO : Epoch 1780 | loss: 0.0310444 | val_loss: 0.0312615 | Time: 2893.53 ms
[2022-03-09 17:37:32 main:574] : INFO : Epoch 1781 | loss: 0.0310282 | val_loss: 0.0312721 | Time: 2605.66 ms
[2022-03-09 17:37:34 main:574] : INFO : Epoch 1782 | loss: 0.0310211 | val_loss: 0.0312536 | Time: 2456.32 ms
[2022-03-09 17:37:36 main:574] : INFO : Epoch 1783 | loss: 0.0310276 | val_loss: 0.0312884 | Time: 2406.42 ms
[2022-03-09 17:37:39 main:574] : INFO : Epoch 1784 | loss: 0.0310234 | val_loss: 0.0312707 | Time: 2423.05 ms
[2022-03-09 17:37:41 main:574] : INFO : Epoch 1785 | loss: 0.0310263 | val_loss: 0.0312578 | Time: 2257.3 ms
[2022-03-09 17:37:44 main:574] : INFO : Epoch 1786 | loss: 0.0310114 | val_loss: 0.0312777 | Time: 2418.61 ms
[2022-03-09 17:37:46 main:574] : INFO : Epoch 1787 | loss: 0.0310109 | val_loss: 0.0312703 | Time: 2497.93 ms
[2022-03-09 17:37:49 main:574] : INFO : Epoch 1788 | loss: 0.0310091 | val_loss: 0.031295 | Time: 2315.35 ms
[2022-03-09 17:37:51 main:574] : INFO : Epoch 1789 | loss: 0.0310043 | val_loss: 0.0312932 | Time: 2850.21 ms
[2022-03-09 17:37:54 main:574] : INFO : Epoch 1790 | loss: 0.031002 | val_loss: 0.0313081 | Time: 2428.96 ms
[2022-03-09 17:37:57 main:574] : INFO : Epoch 1791 | loss: 0.0310066 | val_loss: 0.0313038 | Time: 2848.23 ms
[2022-03-09 17:37:59 main:574] : INFO : Epoch 1792 | loss: 0.031004 | val_loss: 0.0312847 | Time: 2457.03 ms
[2022-03-09 17:38:02 main:574] : INFO : Epoch 1793 | loss: 0.031003 | val_loss: 0.0313195 | Time: 2469.32 ms
[2022-03-09 17:38:04 main:574] : INFO : Epoch 1794 | loss: 0.031 | val_loss: 0.0312939 | Time: 2340.13 ms
[2022-03-09 17:38:07 main:574] : INFO : Epoch 1795 | loss: 0.0310022 | val_loss: 0.0312794 | Time: 2378.66 ms
[2022-03-09 17:38:09 main:574] : INFO : Epoch 1796 | loss: 0.0310161 | val_loss: 0.0312765 | Time: 2326.16 ms
[2022-03-09 17:38:11 main:574] : INFO : Epoch 1797 | loss: 0.0310242 | val_loss: 0.0312658 | Time: 2300.23 ms
[2022-03-09 17:38:14 main:574] : INFO : Epoch 1798 | loss: 0.0310209 | val_loss: 0.031277 | Time: 2301.08 ms
[2022-03-09 17:38:16 main:574] : INFO : Epoch 1799 | loss: 0.0310139 | val_loss: 0.031258 | Time: 2484.15 ms
[2022-03-09 17:38:18 main:574] : INFO : Epoch 1800 | loss: 0.0310079 | val_loss: 0.0312805 | Time: 2390.31 ms
[2022-03-09 17:38:21 main:574] : INFO : Epoch 1801 | loss: 0.0310104 | val_loss: 0.0312898 | Time: 2923.52 ms
[2022-03-09 17:38:24 main:574] : INFO : Epoch 1802 | loss: 0.0310013 | val_loss: 0.031297 | Time: 2464.08 ms
[2022-03-09 17:38:27 main:574] : INFO : Epoch 1803 | loss: 0.0309949 | val_loss: 0.0312839 | Time: 2681.74 ms
[2022-03-09 17:38:29 main:574] : INFO : Epoch 1804 | loss: 0.0310273 | val_loss: 0.0312465 | Time: 2447.37 ms
[2022-03-09 17:38:32 main:574] : INFO : Epoch 1805 | loss: 0.0310101 | val_loss: 0.0313024 | Time: 2747.24 ms
[2022-03-09 17:38:34 main:574] : INFO : Epoch 1806 | loss: 0.0310016 | val_loss: 0.031297 | Time: 2308.6 ms
[2022-03-09 17:38:37 main:574] : INFO : Epoch 1807 | loss: 0.0309945 | val_loss: 0.0312951 | Time: 2461.57 ms
[2022-03-09 17:38:39 main:574] : INFO : Epoch 1808 | loss: 0.0310089 | val_loss: 0.0312742 | Time: 2599.26 ms
[2022-03-09 17:38:42 main:574] : INFO : Epoch 1809 | loss: 0.0310042 | val_loss: 0.0313112 | Time: 2812.75 ms
[2022-03-09 17:38:45 main:574] : INFO : Epoch 1810 | loss: 0.0310182 | val_loss: 0.0313025 | Time: 3247.36 ms
[2022-03-09 17:38:48 main:574] : INFO : Epoch 1811 | loss: 0.0310212 | val_loss: 0.0313013 | Time: 2286.46 ms
[2022-03-09 17:38:50 main:574] : INFO : Epoch 1812 | loss: 0.0310085 | val_loss: 0.0312744 | Time: 2428.67 ms
[2022-03-09 17:38:53 main:574] : INFO : Epoch 1813 | loss: 0.0310188 | val_loss: 0.0313091 | Time: 2342.8 ms
[2022-03-09 17:38:55 main:574] : INFO : Epoch 1814 | loss: 0.0310094 | val_loss: 0.031293 | Time: 2266.01 ms
[2022-03-09 17:38:57 main:574] : INFO : Epoch 1815 | loss: 0.0309999 | val_loss: 0.0313253 | Time: 2423.72 ms
[2022-03-09 17:39:00 main:574] : INFO : Epoch 1816 | loss: 0.030993 | val_loss: 0.0313004 | Time: 2458.42 ms
[2022-03-09 17:39:02 main:574] : INFO : Epoch 1817 | loss: 0.0309992 | val_loss: 0.0312894 | Time: 2334.55 ms
[2022-03-09 17:39:05 main:574] : INFO : Epoch 1818 | loss: 0.0310032 | val_loss: 0.0312785 | Time: 2383.11 ms
[2022-03-09 17:39:07 main:574] : INFO : Epoch 1819 | loss: 0.0309953 | val_loss: 0.0313095 | Time: 2409.64 ms
[2022-03-09 17:39:10 main:574] : INFO : Epoch 1820 | loss: 0.0309934 | val_loss: 0.0312719 | Time: 2484.67 ms
[2022-03-09 17:39:12 main:574] : INFO : Epoch 1821 | loss: 0.0310022 | val_loss: 0.0312722 | Time: 2316.94 ms
[2022-03-09 17:39:14 main:574] : INFO : Epoch 1822 | loss: 0.031002 | val_loss: 0.0312994 | Time: 2528.88 ms
[2022-03-09 17:39:17 main:574] : INFO : Epoch 1823 | loss: 0.0310017 | val_loss: 0.0312925 | Time: 2575.84 ms
[2022-03-09 17:39:19 main:574] : INFO : Epoch 1824 | loss: 0.0310039 | val_loss: 0.0312778 | Time: 2391.39 ms
[2022-03-09 17:39:22 main:574] : INFO : Epoch 1825 | loss: 0.0310038 | val_loss: 0.0313002 | Time: 2376.97 ms
[2022-03-09 17:39:24 main:574] : INFO : Epoch 1826 | loss: 0.0309972 | val_loss: 0.0312748 | Time: 2459.36 ms
[2022-03-09 17:39:27 main:574] : INFO : Epoch 1827 | loss: 0.0310207 | val_loss: 0.0312598 | Time: 2310.33 ms
[2022-03-09 17:39:29 main:574] : INFO : Epoch 1828 | loss: 0.0310253 | val_loss: 0.0312777 | Time: 2374.54 ms
[2022-03-09 17:39:32 main:574] : INFO : Epoch 1829 | loss: 0.0310134 | val_loss: 0.031259 | Time: 2428.51 ms
[2022-03-09 17:39:34 main:574] : INFO : Epoch 1830 | loss: 0.0310084 | val_loss: 0.0312968 | Time: 2461.03 ms
[2022-03-09 17:39:37 main:574] : INFO : Epoch 1831 | loss: 0.0310023 | val_loss: 0.0312992 | Time: 2408.87 ms
[2022-03-09 17:39:39 main:574] : INFO : Epoch 1832 | loss: 0.0310504 | val_loss: 0.0312595 | Time: 2692.57 ms
[2022-03-09 17:39:42 main:574] : INFO : Epoch 1833 | loss: 0.0311757 | val_loss: 0.0316788 | Time: 2554.34 ms
[2022-03-09 17:39:44 main:574] : INFO : Epoch 1834 | loss: 0.031808 | val_loss: 0.0332147 | Time: 2398.54 ms
[2022-03-09 17:39:47 main:574] : INFO : Epoch 1835 | loss: 0.0377597 | val_loss: 0.0337251 | Time: 2374.13 ms
[2022-03-09 17:39:49 main:574] : INFO : Epoch 1836 | loss: 0.0320438 | val_loss: 0.0314468 | Time: 2480.53 ms
[2022-03-09 17:39:52 main:574] : INFO : Epoch 1837 | loss: 0.0313614 | val_loss: 0.0313093 | Time: 2413.53 ms
[2022-03-09 17:39:54 main:574] : INFO : Epoch 1838 | loss: 0.0312722 | val_loss: 0.0312541 | Time: 2577.4 ms
[2022-03-09 17:39:57 main:574] : INFO : Epoch 1839 | loss: 0.0312512 | val_loss: 0.0312467 | Time: 2594.07 ms
[2022-03-09 17:39:59 main:574] : INFO : Epoch 1840 | loss: 0.0312443 | val_loss: 0.0312414 | Time: 2315.46 ms
[2022-03-09 17:40:02 main:574] : INFO : Epoch 1841 | loss: 0.0312393 | val_loss: 0.0312376 | Time: 2445.58 ms
[2022-03-09 17:40:04 main:574] : INFO : Epoch 1842 | loss: 0.031234 | val_loss: 0.0312302 | Time: 2458.76 ms
[2022-03-09 17:40:07 main:574] : INFO : Epoch 1843 | loss: 0.031229 | val_loss: 0.0312274 | Time: 2370.84 ms
[2022-03-09 17:40:09 main:574] : INFO : Epoch 1844 | loss: 0.0312231 | val_loss: 0.0312173 | Time: 2521.47 ms
[2022-03-09 17:40:12 main:574] : INFO : Epoch 1845 | loss: 0.0312164 | val_loss: 0.0312141 | Time: 2461.94 ms
[2022-03-09 17:40:14 main:574] : INFO : Epoch 1846 | loss: 0.0312126 | val_loss: 0.031209 | Time: 2602.45 ms
[2022-03-09 17:40:17 main:574] : INFO : Epoch 1847 | loss: 0.0312082 | val_loss: 0.0312012 | Time: 2523.56 ms
[2022-03-09 17:40:19 main:574] : INFO : Epoch 1848 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 2431.87 ms
[2022-03-09 17:40:22 main:574] : INFO : Epoch 1849 | loss: 0.0312024 | val_loss: 0.0312034 | Time: 2460.55 ms
[2022-03-09 17:40:24 main:574] : INFO : Epoch 1850 | loss: 0.0311998 | val_loss: 0.0311958 | Time: 2345.3 ms
[2022-03-09 17:40:27 main:574] : INFO : Epoch 1851 | loss: 0.0311951 | val_loss: 0.0311937 | Time: 2375.85 ms
[2022-03-09 17:40:29 main:574] : INFO : Epoch 1852 | loss: 0.031193 | val_loss: 0.0311966 | Time: 2407.49 ms
[2022-03-09 17:40:32 main:574] : INFO : Epoch 1853 | loss: 0.0311922 | val_loss: 0.0311968 | Time: 2524.37 ms
[2022-03-09 17:40:34 main:574] : INFO : Epoch 1854 | loss: 0.0311954 | val_loss: 0.0312011 | Time: 2552.52 ms
[2022-03-09 17:40:37 main:574] : INFO : Epoch 1855 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 2438.6 ms
[2022-03-09 17:40:39 main:574] : INFO : Epoch 1856 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2451.66 ms
[2022-03-09 17:40:42 main:574] : INFO : Epoch 1857 | loss: 0.0311884 | val_loss: 0.031193 | Time: 2374.1 ms
[2022-03-09 17:40:44 main:574] : INFO : Epoch 1858 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 2524.7 ms
[2022-03-09 17:40:47 main:574] : INFO : Epoch 1859 | loss: 0.0311928 | val_loss: 0.0311973 | Time: 2757.91 ms
[2022-03-09 17:40:50 main:574] : INFO : Epoch 1860 | loss: 0.03119 | val_loss: 0.0311881 | Time: 2643.41 ms
[2022-03-09 17:40:52 main:574] : INFO : Epoch 1861 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 2500.29 ms
[2022-03-09 17:40:55 main:574] : INFO : Epoch 1862 | loss: 0.0311821 | val_loss: 0.0311855 | Time: 2488.21 ms
[2022-03-09 17:40:57 main:574] : INFO : Epoch 1863 | loss: 0.0311826 | val_loss: 0.0311846 | Time: 2254.53 ms
[2022-03-09 17:41:00 main:574] : INFO : Epoch 1864 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 2743.57 ms
[2022-03-09 17:41:02 main:574] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 2273.52 ms
[2022-03-09 17:41:05 main:574] : INFO : Epoch 1866 | loss: 0.03118 | val_loss: 0.0311875 | Time: 2364.71 ms
[2022-03-09 17:41:07 main:574] : INFO : Epoch 1867 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 2631.5 ms
[2022-03-09 17:41:10 main:574] : INFO : Epoch 1868 | loss: 0.0311785 | val_loss: 0.0311814 | Time: 2410.58 ms
[2022-03-09 17:41:12 main:574] : INFO : Epoch 1869 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2298.34 ms
[2022-03-09 17:41:14 main:574] : INFO : Epoch 1870 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 2416.7 ms
[2022-03-09 17:41:17 main:574] : INFO : Epoch 1871 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 2517.62 ms
[2022-03-09 17:41:19 main:574] : INFO : Epoch 1872 | loss: 0.0311737 | val_loss: 0.0311803 | Time: 2359.52 ms
[2022-03-09 17:41:22 main:574] : INFO : Epoch 1873 | loss: 0.0311734 | val_loss: 0.031179 | Time: 2354.08 ms
[2022-03-09 17:41:24 main:574] : INFO : Epoch 1874 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 2477.58 ms
[2022-03-09 17:41:27 main:574] : INFO : Epoch 1875 | loss: 0.0311721 | val_loss: 0.0311779 | Time: 2256.57 ms
[2022-03-09 17:41:29 main:574] : INFO : Epoch 1876 | loss: 0.0311711 | val_loss: 0.0311778 | Time: 2391.42 ms
[2022-03-09 17:41:32 main:574] : INFO : Epoch 1877 | loss: 0.0311703 | val_loss: 0.0311798 | Time: 2668.14 ms
[2022-03-09 17:41:34 main:574] : INFO : Epoch 1878 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2516.57 ms
[2022-03-09 17:41:37 main:574] : INFO : Epoch 1879 | loss: 0.0311719 | val_loss: 0.03118 | Time: 2397.86 ms
[2022-03-09 17:41:39 main:574] : INFO : Epoch 1880 | loss: 0.03117 | val_loss: 0.0311803 | Time: 2538.49 ms
[2022-03-09 17:41:42 main:574] : INFO : Epoch 1881 | loss: 0.0311709 | val_loss: 0.0311816 | Time: 2430.99 ms
[2022-03-09 17:41:44 main:574] : INFO : Epoch 1882 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 2317.65 ms
[2022-03-09 17:41:46 main:574] : INFO : Epoch 1883 | loss: 0.0311697 | val_loss: 0.0311782 | Time: 2232.11 ms
[2022-03-09 17:41:49 main:574] : INFO : Epoch 1884 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 2414.85 ms
[2022-03-09 17:41:51 main:574] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 2712.43 ms
[2022-03-09 17:41:54 main:574] : INFO : Epoch 1886 | loss: 0.0311662 | val_loss: 0.0311759 | Time: 2564.61 ms
[2022-03-09 17:41:57 main:574] : INFO : Epoch 1887 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 2644.29 ms
[2022-03-09 17:41:59 main:574] : INFO : Epoch 1888 | loss: 0.0311683 | val_loss: 0.0311761 | Time: 2436.57 ms
[2022-03-09 17:42:01 main:574] : INFO : Epoch 1889 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 2234.51 ms
[2022-03-09 17:42:04 main:574] : INFO : Epoch 1890 | loss: 0.031166 | val_loss: 0.031177 | Time: 2261.02 ms
[2022-03-09 17:42:06 main:574] : INFO : Epoch 1891 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2633.2 ms
[2022-03-09 17:42:09 main:574] : INFO : Epoch 1892 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 2449.34 ms
[2022-03-09 17:42:11 main:574] : INFO : Epoch 1893 | loss: 0.0311622 | val_loss: 0.0311801 | Time: 2324.13 ms
[2022-03-09 17:42:14 main:574] : INFO : Epoch 1894 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 2280.95 ms
[2022-03-09 17:42:16 main:574] : INFO : Epoch 1895 | loss: 0.0311618 | val_loss: 0.0311738 | Time: 2520.16 ms
[2022-03-09 17:42:19 main:574] : INFO : Epoch 1896 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 2398.27 ms
[2022-03-09 17:42:21 main:574] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311798 | Time: 2688.49 ms
[2022-03-09 17:42:24 main:574] : INFO : Epoch 1898 | loss: 0.031163 | val_loss: 0.0311796 | Time: 2801.27 ms
[2022-03-09 17:42:27 main:574] : INFO : Epoch 1899 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 2457.99 ms
[2022-03-09 17:42:29 main:574] : INFO : Epoch 1900 | loss: 0.0311595 | val_loss: 0.0311758 | Time: 2308.03 ms
[2022-03-09 17:42:31 main:574] : INFO : Epoch 1901 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 2345.3 ms
[2022-03-09 17:42:34 main:574] : INFO : Epoch 1902 | loss: 0.0311594 | val_loss: 0.0311753 | Time: 2271.18 ms
[2022-03-09 17:42:36 main:574] : INFO : Epoch 1903 | loss: 0.0311594 | val_loss: 0.031174 | Time: 2310.18 ms
[2022-03-09 17:42:39 main:574] : INFO : Epoch 1904 | loss: 0.0311585 | val_loss: 0.0311731 | Time: 2452.09 ms
[2022-03-09 17:42:41 main:574] : INFO : Epoch 1905 | loss: 0.0311571 | val_loss: 0.0311739 | Time: 2556.96 ms
[2022-03-09 17:42:44 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.031176 | Time: 2582.44 ms
[2022-03-09 17:42:46 main:574] : INFO : Epoch 1907 | loss: 0.0311584 | val_loss: 0.0311732 | Time: 2412.56 ms
[2022-03-09 17:42:49 main:574] : INFO : Epoch 1908 | loss: 0.0311568 | val_loss: 0.0311823 | Time: 2602.04 ms
[2022-03-09 17:42:51 main:574] : INFO : Epoch 1909 | loss: 0.0311592 | val_loss: 0.0311805 | Time: 2516.33 ms
[2022-03-09 17:42:54 main:574] : INFO : Epoch 1910 | loss: 0.0311574 | val_loss: 0.0311723 | Time: 2411.06 ms
[2022-03-09 17:42:56 main:574] : INFO : Epoch 1911 | loss: 0.0311545 | val_loss: 0.0311726 | Time: 2231.57 ms
[2022-03-09 17:42:59 main:574] : INFO : Epoch 1912 | loss: 0.031155 | val_loss: 0.0311724 | Time: 2433.11 ms
[2022-03-09 17:43:01 main:574] : INFO : Epoch 1913 | loss: 0.0311557 | val_loss: 0.0311819 | Time: 2438.62 ms
[2022-03-09 17:43:04 main:574] : INFO : Epoch 1914 | loss: 0.0311568 | val_loss: 0.0311766 | Time: 2828.6 ms
[2022-03-09 17:43:06 main:574] : INFO : Epoch 1915 | loss: 0.0311522 | val_loss: 0.0311723 | Time: 2520.55 ms
[2022-03-09 17:43:09 main:574] : INFO : Epoch 1916 | loss: 0.0311534 | val_loss: 0.0311726 | Time: 2418.7 ms
[2022-03-09 17:43:11 main:574] : INFO : Epoch 1917 | loss: 0.0311514 | val_loss: 0.0311719 | Time: 2534.57 ms
[2022-03-09 17:43:14 main:574] : INFO : Epoch 1918 | loss: 0.031151 | val_loss: 0.031172 | Time: 2528.86 ms
[2022-03-09 17:43:16 main:574] : INFO : Epoch 1919 | loss: 0.0311508 | val_loss: 0.031173 | Time: 2417.54 ms
[2022-03-09 17:43:19 main:574] : INFO : Epoch 1920 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 2437.41 ms
[2022-03-09 17:43:22 main:574] : INFO : Epoch 1921 | loss: 0.0311495 | val_loss: 0.0311731 | Time: 2931.13 ms
[2022-03-09 17:43:24 main:574] : INFO : Epoch 1922 | loss: 0.0311496 | val_loss: 0.0311729 | Time: 2446.78 ms
[2022-03-09 17:43:27 main:574] : INFO : Epoch 1923 | loss: 0.0311499 | val_loss: 0.0311809 | Time: 2600.83 ms
[2022-03-09 17:43:30 main:574] : INFO : Epoch 1924 | loss: 0.0311508 | val_loss: 0.0311721 | Time: 2604.56 ms
[2022-03-09 17:43:32 main:574] : INFO : Epoch 1925 | loss: 0.03115 | val_loss: 0.0311739 | Time: 2552.84 ms
[2022-03-09 17:43:35 main:574] : INFO : Epoch 1926 | loss: 0.0311484 | val_loss: 0.0311729 | Time: 2449.53 ms
[2022-03-09 17:43:37 main:574] : INFO : Epoch 1927 | loss: 0.0311485 | val_loss: 0.0311779 | Time: 2555.91 ms
[2022-03-09 17:43:40 main:574] : INFO : Epoch 1928 | loss: 0.0311503 | val_loss: 0.0311753 | Time: 2457.17 ms
[2022-03-09 17:43:42 main:574] : INFO : Epoch 1929 | loss: 0.0311502 | val_loss: 0.0311756 | Time: 2468.27 ms
[2022-03-09 17:43:45 main:574] : INFO : Epoch 1930 | loss: 0.0311476 | val_loss: 0.0311759 | Time: 2396.49 ms
[2022-03-09 17:43:47 main:574] : INFO : Epoch 1931 | loss: 0.0311453 | val_loss: 0.0311753 | Time: 2423.89 ms
[2022-03-09 17:43:50 main:574] : INFO : Epoch 1932 | loss: 0.0311447 | val_loss: 0.0311773 | Time: 2655.43 ms
[2022-03-09 17:43:53 main:574] : INFO : Epoch 1933 | loss: 0.0311462 | val_loss: 0.0311754 | Time: 2466.24 ms
[2022-03-09 17:43:55 main:574] : INFO : Epoch 1934 | loss: 0.0311472 | val_loss: 0.0311754 | Time: 2502.6 ms
[2022-03-09 17:43:58 main:574] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.0311739 | Time: 2423.55 ms
[2022-03-09 17:44:00 main:574] : INFO : Epoch 1936 | loss: 0.0311459 | val_loss: 0.0311764 | Time: 2410.63 ms
[2022-03-09 17:44:03 main:574] : INFO : Epoch 1937 | loss: 0.0311471 | val_loss: 0.0311803 | Time: 2516.06 ms
[2022-03-09 17:44:05 main:574] : INFO : Epoch 1938 | loss: 0.0311438 | val_loss: 0.031175 | Time: 2596.01 ms
[2022-03-09 17:44:08 main:574] : INFO : Epoch 1939 | loss: 0.0311437 | val_loss: 0.031175 | Time: 2267.66 ms
[2022-03-09 17:44:10 main:574] : INFO : Epoch 1940 | loss: 0.0311419 | val_loss: 0.031175 | Time: 2375.32 ms
[2022-03-09 17:44:13 main:574] : INFO : Epoch 1941 | loss: 0.0311438 | val_loss: 0.0311762 | Time: 2484.81 ms
[2022-03-09 17:44:15 main:574] : INFO : Epoch 1942 | loss: 0.0311425 | val_loss: 0.0311788 | Time: 2439.18 ms
[2022-03-09 17:44:18 main:574] : INFO : Epoch 1943 | loss: 0.0311408 | val_loss: 0.0311747 | Time: 2493.83 ms
[2022-03-09 17:44:20 main:574] : INFO : Epoch 1944 | loss: 0.0311407 | val_loss: 0.0311768 | Time: 2293.57 ms
[2022-03-09 17:44:23 main:574] : INFO : Epoch 1945 | loss: 0.0311392 | val_loss: 0.0311755 | Time: 2556.79 ms
[2022-03-09 17:44:25 main:574] : INFO : Epoch 1946 | loss: 0.03114 | val_loss: 0.0311774 | Time: 2447.67 ms
[2022-03-09 17:44:28 main:574] : INFO : Epoch 1947 | loss: 0.0311414 | val_loss: 0.031177 | Time: 2409.97 ms
[2022-03-09 17:44:30 main:574] : INFO : Epoch 1948 | loss: 0.0311411 | val_loss: 0.0311804 | Time: 2447.21 ms
[2022-03-09 17:44:33 main:574] : INFO : Epoch 1949 | loss: 0.0311424 | val_loss: 0.0311869 | Time: 2508.52 ms
[2022-03-09 17:44:35 main:574] : INFO : Epoch 1950 | loss: 0.0311438 | val_loss: 0.0311801 | Time: 2505.69 ms
[2022-03-09 17:44:38 main:574] : INFO : Epoch 1951 | loss: 0.0311384 | val_loss: 0.0311803 | Time: 2534.82 ms
[2022-03-09 17:44:40 main:574] : INFO : Epoch 1952 | loss: 0.0311384 | val_loss: 0.0311782 | Time: 2389.24 ms
[2022-03-09 17:44:43 main:574] : INFO : Epoch 1953 | loss: 0.0311386 | val_loss: 0.0311814 | Time: 2419.77 ms
[2022-03-09 17:44:45 main:574] : INFO : Epoch 1954 | loss: 0.0311406 | val_loss: 0.0311842 | Time: 2437.14 ms
[2022-03-09 17:44:48 main:574] : INFO : Epoch 1955 | loss: 0.0311381 | val_loss: 0.0311756 | Time: 2423.6 ms
[2022-03-09 17:44:50 main:574] : INFO : Epoch 1956 | loss: 0.0311384 | val_loss: 0.0311778 | Time: 2391.63 ms
[2022-03-09 17:44:52 main:574] : INFO : Epoch 1957 | loss: 0.0311368 | val_loss: 0.0311802 | Time: 2314.64 ms
[2022-03-09 17:44:55 main:574] : INFO : Epoch 1958 | loss: 0.0311369 | val_loss: 0.0311817 | Time: 2434.86 ms
[2022-03-09 17:44:57 main:574] : INFO : Epoch 1959 | loss: 0.0311364 | val_loss: 0.0311838 | Time: 2557.65 ms
[2022-03-09 17:45:01 main:574] : INFO : Epoch 1960 | loss: 0.0311409 | val_loss: 0.0311758 | Time: 3142.78 ms
[2022-03-09 17:45:03 main:574] : INFO : Epoch 1961 | loss: 0.031137 | val_loss: 0.0311781 | Time: 2371.67 ms
[2022-03-09 17:45:06 main:574] : INFO : Epoch 1962 | loss: 0.031135 | val_loss: 0.0311809 | Time: 2689.51 ms
[2022-03-09 17:45:08 main:574] : INFO : Epoch 1963 | loss: 0.0311344 | val_loss: 0.0311788 | Time: 2409.16 ms
[2022-03-09 17:45:11 main:574] : INFO : Epoch 1964 | loss: 0.0311359 | val_loss: 0.0311779 | Time: 2326.3 ms
[2022-03-09 17:45:13 main:574] : INFO : Epoch 1965 | loss: 0.0311402 | val_loss: 0.0311783 | Time: 2349.18 ms
[2022-03-09 17:45:15 main:574] : INFO : Epoch 1966 | loss: 0.031155 | val_loss: 0.0311818 | Time: 2393.61 ms
[2022-03-09 17:45:18 main:574] : INFO : Epoch 1967 | loss: 0.031168 | val_loss: 0.0311768 | Time: 2821.97 ms
[2022-03-09 17:45:21 main:574] : INFO : Epoch 1968 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 2466.62 ms
[2022-03-09 17:45:23 main:574] : INFO : Epoch 1969 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 2557.66 ms
[2022-03-09 17:45:26 main:574] : INFO : Epoch 1970 | loss: 0.0311573 | val_loss: 0.0311697 | Time: 2329.35 ms
[2022-03-09 17:45:28 main:574] : INFO : Epoch 1971 | loss: 0.0311539 | val_loss: 0.0311753 | Time: 2319.26 ms
[2022-03-09 17:45:31 main:574] : INFO : Epoch 1972 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 2749.01 ms
[2022-03-09 17:45:33 main:574] : INFO : Epoch 1973 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 2436.71 ms
[2022-03-09 17:45:36 main:574] : INFO : Epoch 1974 | loss: 0.031155 | val_loss: 0.0311684 | Time: 2398.49 ms
[2022-03-09 17:45:38 main:574] : INFO : Epoch 1975 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 2331.84 ms
[2022-03-09 17:45:41 main:574] : INFO : Epoch 1976 | loss: 0.03115 | val_loss: 0.0311685 | Time: 2574.54 ms
[2022-03-09 17:45:43 main:574] : INFO : Epoch 1977 | loss: 0.0311471 | val_loss: 0.0311687 | Time: 2539.62 ms
[2022-03-09 17:45:46 main:574] : INFO : Epoch 1978 | loss: 0.0311458 | val_loss: 0.0311652 | Time: 2448.71 ms
[2022-03-09 17:45:48 main:574] : INFO : Epoch 1979 | loss: 0.0311561 | val_loss: 0.0311698 | Time: 2355.52 ms
[2022-03-09 17:45:51 main:574] : INFO : Epoch 1980 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 2549.16 ms
[2022-03-09 17:45:54 main:574] : INFO : Epoch 1981 | loss: 0.0311581 | val_loss: 0.0311779 | Time: 2631.74 ms
[2022-03-09 17:45:56 main:574] : INFO : Epoch 1982 | loss: 0.0311576 | val_loss: 0.0311821 | Time: 2381.96 ms
[2022-03-09 17:45:58 main:574] : INFO : Epoch 1983 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 2388.72 ms
[2022-03-09 17:46:01 main:574] : INFO : Epoch 1984 | loss: 0.0311551 | val_loss: 0.0311801 | Time: 2417.98 ms
[2022-03-09 17:46:03 main:574] : INFO : Epoch 1985 | loss: 0.031157 | val_loss: 0.0311657 | Time: 2490.28 ms
[2022-03-09 17:46:07 main:574] : INFO : Epoch 1986 | loss: 0.0311514 | val_loss: 0.0311705 | Time: 3343.73 ms
[2022-03-09 17:46:09 main:574] : INFO : Epoch 1987 | loss: 0.031151 | val_loss: 0.0311727 | Time: 2392.31 ms
[2022-03-09 17:46:12 main:574] : INFO : Epoch 1988 | loss: 0.0311519 | val_loss: 0.0311666 | Time: 2599.87 ms
[2022-03-09 17:46:14 main:574] : INFO : Epoch 1989 | loss: 0.0311493 | val_loss: 0.0311684 | Time: 2351.81 ms
[2022-03-09 17:46:17 main:574] : INFO : Epoch 1990 | loss: 0.0311463 | val_loss: 0.0311662 | Time: 2568.91 ms
[2022-03-09 17:46:19 main:574] : INFO : Epoch 1991 | loss: 0.0311456 | val_loss: 0.0311676 | Time: 2263.76 ms
[2022-03-09 17:46:22 main:574] : INFO : Epoch 1992 | loss: 0.0311461 | val_loss: 0.0311684 | Time: 2622.26 ms
[2022-03-09 17:46:24 main:574] : INFO : Epoch 1993 | loss: 0.0311452 | val_loss: 0.0311732 | Time: 2342.77 ms
[2022-03-09 17:46:27 main:574] : INFO : Epoch 1994 | loss: 0.0311446 | val_loss: 0.0311678 | Time: 2432.86 ms
[2022-03-09 17:46:29 main:574] : INFO : Epoch 1995 | loss: 0.031143 | val_loss: 0.0311681 | Time: 2505.21 ms
[2022-03-09 17:46:32 main:574] : INFO : Epoch 1996 | loss: 0.0311439 | val_loss: 0.0311694 | Time: 2247.92 ms
[2022-03-09 17:46:34 main:574] : INFO : Epoch 1997 | loss: 0.0311427 | val_loss: 0.0311673 | Time: 2350.01 ms
[2022-03-09 17:46:36 main:574] : INFO : Epoch 1998 | loss: 0.0311412 | val_loss: 0.031169 | Time: 2489.29 ms
[2022-03-09 17:46:39 main:574] : INFO : Epoch 1999 | loss: 0.0311459 | val_loss: 0.0311748 | Time: 2419.54 ms
[2022-03-09 17:46:42 main:574] : INFO : Epoch 2000 | loss: 0.0311544 | val_loss: 0.0311667 | Time: 3032 ms
[2022-03-09 17:46:45 main:574] : INFO : Epoch 2001 | loss: 0.0311511 | val_loss: 0.0311661 | Time: 2546.97 ms
[2022-03-09 17:46:47 main:574] : INFO : Epoch 2002 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 2504.12 ms
[2022-03-09 17:46:50 main:574] : INFO : Epoch 2003 | loss: 0.0311463 | val_loss: 0.0311639 | Time: 2637.78 ms
[2022-03-09 17:46:52 main:574] : INFO : Epoch 2004 | loss: 0.0311431 | val_loss: 0.0311654 | Time: 2424.62 ms
[2022-03-09 17:46:55 main:574] : INFO : Epoch 2005 | loss: 0.0311413 | val_loss: 0.0311661 | Time: 2388.6 ms
[2022-03-09 17:46:57 main:574] : INFO : Epoch 2006 | loss: 0.0311413 | val_loss: 0.0311697 | Time: 2445.13 ms
[2022-03-09 17:47:00 main:574] : INFO : Epoch 2007 | loss: 0.031141 | val_loss: 0.0311646 | Time: 2456.84 ms
[2022-03-09 17:47:02 main:574] : INFO : Epoch 2008 | loss: 0.0311395 | val_loss: 0.0311684 | Time: 2621.25 ms
[2022-03-09 17:47:05 main:574] : INFO : Epoch 2009 | loss: 0.0311399 | val_loss: 0.0311657 | Time: 2711.43 ms
[2022-03-09 17:47:08 main:574] : INFO : Epoch 2010 | loss: 0.0311379 | val_loss: 0.0311662 | Time: 2745.41 ms
[2022-03-09 17:47:10 main:574] : INFO : Epoch 2011 | loss: 0.0311366 | val_loss: 0.0311708 | Time: 2646.01 ms
[2022-03-09 17:47:13 main:574] : INFO : Epoch 2012 | loss: 0.0311381 | val_loss: 0.0311668 | Time: 2699.45 ms
[2022-03-09 17:47:16 main:574] : INFO : Epoch 2013 | loss: 0.0311409 | val_loss: 0.0311682 | Time: 2444.78 ms
[2022-03-09 17:47:18 main:574] : INFO : Epoch 2014 | loss: 0.0311378 | val_loss: 0.0311696 | Time: 2426.33 ms
[2022-03-09 17:47:21 main:574] : INFO : Epoch 2015 | loss: 0.0311367 | val_loss: 0.0311683 | Time: 2463.48 ms
[2022-03-09 17:47:23 main:574] : INFO : Epoch 2016 | loss: 0.0311359 | val_loss: 0.0311737 | Time: 2656.87 ms
[2022-03-09 17:47:26 main:574] : INFO : Epoch 2017 | loss: 0.0311337 | val_loss: 0.0311745 | Time: 2494.01 ms
[2022-03-09 17:47:28 main:574] : INFO : Epoch 2018 | loss: 0.0311358 | val_loss: 0.0311682 | Time: 2456.78 ms
[2022-03-09 17:47:31 main:574] : INFO : Epoch 2019 | loss: 0.0311329 | val_loss: 0.0311762 | Time: 2655.44 ms
[2022-03-09 17:47:34 main:574] : INFO : Epoch 2020 | loss: 0.0311341 | val_loss: 0.0311695 | Time: 2799.73 ms
[2022-03-09 17:47:37 main:574] : INFO : Epoch 2021 | loss: 0.0311395 | val_loss: 0.0311689 | Time: 2994.17 ms
[2022-03-09 17:47:39 main:574] : INFO : Epoch 2022 | loss: 0.0311435 | val_loss: 0.0311707 | Time: 2421.05 ms
[2022-03-09 17:47:42 main:574] : INFO : Epoch 2023 | loss: 0.0311432 | val_loss: 0.0311707 | Time: 2381.88 ms
[2022-03-09 17:47:44 main:574] : INFO : Epoch 2024 | loss: 0.03114 | val_loss: 0.0311675 | Time: 2385.52 ms
[2022-03-09 17:47:47 main:574] : INFO : Epoch 2025 | loss: 0.0311375 | val_loss: 0.0311696 | Time: 2364.76 ms
[2022-03-09 17:47:49 main:574] : INFO : Epoch 2026 | loss: 0.0311362 | val_loss: 0.03117 | Time: 2395.29 ms
[2022-03-09 17:47:52 main:574] : INFO : Epoch 2027 | loss: 0.0311331 | val_loss: 0.0311677 | Time: 2646.65 ms
[2022-03-09 17:47:54 main:574] : INFO : Epoch 2028 | loss: 0.0311329 | val_loss: 0.0311708 | Time: 2554.8 ms
[2022-03-09 17:47:58 main:574] : INFO : Epoch 2029 | loss: 0.0311324 | val_loss: 0.0311701 | Time: 2788.15 ms
[2022-03-09 17:48:00 main:574] : INFO : Epoch 2030 | loss: 0.0311315 | val_loss: 0.031171 | Time: 2555.15 ms
[2022-03-09 17:48:03 main:574] : INFO : Epoch 2031 | loss: 0.0311357 | val_loss: 0.0311699 | Time: 2431.6 ms
[2022-03-09 17:48:05 main:574] : INFO : Epoch 2032 | loss: 0.0311353 | val_loss: 0.0311752 | Time: 2423.39 ms
[2022-03-09 17:48:08 main:574] : INFO : Epoch 2033 | loss: 0.0311388 | val_loss: 0.0311733 | Time: 2421.78 ms
[2022-03-09 17:48:10 main:574] : INFO : Epoch 2034 | loss: 0.0311367 | val_loss: 0.0311706 | Time: 2375.62 ms
[2022-03-09 17:48:13 main:574] : INFO : Epoch 2035 | loss: 0.031131 | val_loss: 0.0311693 | Time: 2228.4 ms
[2022-03-09 17:48:15 main:574] : INFO : Epoch 2036 | loss: 0.0311318 | val_loss: 0.0311743 | Time: 2299.33 ms
[2022-03-09 17:48:17 main:574] : INFO : Epoch 2037 | loss: 0.0311331 | val_loss: 0.0311714 | Time: 2223.24 ms
[2022-03-09 17:48:19 main:574] : INFO : Epoch 2038 | loss: 0.0311298 | val_loss: 0.0311693 | Time: 2262.1 ms
[2022-03-09 17:48:22 main:574] : INFO : Epoch 2039 | loss: 0.0311275 | val_loss: 0.0311728 | Time: 2243.71 ms
[2022-03-09 17:48:24 main:574] : INFO : Epoch 2040 | loss: 0.031131 | val_loss: 0.0311755 | Time: 2361.73 ms
[2022-03-09 17:48:26 main:574] : INFO : Epoch 2041 | loss: 0.0311312 | val_loss: 0.0311736 | Time: 2238.54 ms
[2022-03-09 17:48:29 main:574] : INFO : Epoch 2042 | loss: 0.0311333 | val_loss: 0.0311832 | Time: 2193.77 ms
[2022-03-09 17:48:31 main:574] : INFO : Epoch 2043 | loss: 0.0311356 | val_loss: 0.0311837 | Time: 2216.16 ms
[2022-03-09 17:48:33 main:574] : INFO : Epoch 2044 | loss: 0.0311344 | val_loss: 0.0311723 | Time: 2230.56 ms
[2022-03-09 17:48:36 main:574] : INFO : Epoch 2045 | loss: 0.0311334 | val_loss: 0.0311745 | Time: 2534.6 ms
[2022-03-09 17:48:38 main:574] : INFO : Epoch 2046 | loss: 0.0311303 | val_loss: 0.031171 | Time: 2557.98 ms
[2022-03-09 17:48:41 main:574] : INFO : Epoch 2047 | loss: 0.031129 | val_loss: 0.0311764 | Time: 2417.88 ms
[2022-03-09 17:48:43 main:574] : INFO : Epoch 2048 | loss: 0.031129 | val_loss: 0.0311741 | Time: 2326.15 ms
[2022-03-09 17:48:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311741
[2022-03-09 17:48:43 main:603] : INFO : Saving end state to config to file
[2022-03-09 17:48:43 main:608] : INFO : Success, exiting..
17:48:43 (8456): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)