Task 12969784
| Name | ParityModified-1647047723-5780-0_0 |
| Workunit | 10101661 |
| Created | 12 Mar 2022, 1:15:25 UTC |
| Sent | 21 Mar 2022, 10:57:48 UTC |
| Report deadline | 29 Mar 2022, 10:57:48 UTC |
| Received | 23 Mar 2022, 12:17:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 20 min 58 sec |
| CPU time | 1 hours 18 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309795 | val_loss: 0.0312884 | Time: 2326.25 ms
[2022-03-22 21:19:23 main:574] : INFO : Epoch 1543 | loss: 0.0309902 | val_loss: 0.0313235 | Time: 2248.93 ms
[2022-03-22 21:19:25 main:574] : INFO : Epoch 1544 | loss: 0.0309835 | val_loss: 0.031318 | Time: 2323.08 ms
[2022-03-22 21:19:27 main:574] : INFO : Epoch 1545 | loss: 0.0309803 | val_loss: 0.0312837 | Time: 2389.24 ms
[2022-03-22 21:19:30 main:574] : INFO : Epoch 1546 | loss: 0.0309852 | val_loss: 0.0313204 | Time: 2633.05 ms
[2022-03-22 21:19:33 main:574] : INFO : Epoch 1547 | loss: 0.0309883 | val_loss: 0.0313313 | Time: 2490.34 ms
[2022-03-22 21:19:35 main:574] : INFO : Epoch 1548 | loss: 0.0309845 | val_loss: 0.0313239 | Time: 2362.83 ms
[2022-03-22 21:19:37 main:574] : INFO : Epoch 1549 | loss: 0.0309819 | val_loss: 0.0312953 | Time: 2464.73 ms
[2022-03-22 21:19:40 main:574] : INFO : Epoch 1550 | loss: 0.0309783 | val_loss: 0.0312959 | Time: 2673.07 ms
[2022-03-22 21:19:42 main:574] : INFO : Epoch 1551 | loss: 0.0309839 | val_loss: 0.0313313 | Time: 2435.6 ms
[2022-03-22 21:19:45 main:574] : INFO : Epoch 1552 | loss: 0.0309788 | val_loss: 0.0313218 | Time: 2355.71 ms
[2022-03-22 21:19:47 main:574] : INFO : Epoch 1553 | loss: 0.0309783 | val_loss: 0.0313068 | Time: 2365.59 ms
[2022-03-22 21:19:50 main:574] : INFO : Epoch 1554 | loss: 0.0309787 | val_loss: 0.0313162 | Time: 2408.55 ms
[2022-03-22 21:19:52 main:574] : INFO : Epoch 1555 | loss: 0.0309814 | val_loss: 0.0313148 | Time: 2632.26 ms
[2022-03-22 21:19:55 main:574] : INFO : Epoch 1556 | loss: 0.0309879 | val_loss: 0.0312899 | Time: 2411.64 ms
[2022-03-22 21:19:57 main:574] : INFO : Epoch 1557 | loss: 0.0309872 | val_loss: 0.0313065 | Time: 2441.61 ms
[2022-03-22 21:20:00 main:574] : INFO : Epoch 1558 | loss: 0.0309817 | val_loss: 0.0313216 | Time: 2479.72 ms
[2022-03-22 21:20:02 main:574] : INFO : Epoch 1559 | loss: 0.0309811 | val_loss: 0.0313908 | Time: 2487.31 ms
[2022-03-22 21:20:04 main:574] : INFO : Epoch 1560 | loss: 0.0309869 | val_loss: 0.0312916 | Time: 2224.98 ms
[2022-03-22 21:20:07 main:574] : INFO : Epoch 1561 | loss: 0.03098 | val_loss: 0.0313307 | Time: 2260.32 ms
[2022-03-22 21:20:09 main:574] : INFO : Epoch 1562 | loss: 0.0309815 | val_loss: 0.0313228 | Time: 2155.13 ms
[2022-03-22 21:20:11 main:574] : INFO : Epoch 1563 | loss: 0.0309762 | val_loss: 0.031317 | Time: 2259.19 ms
[2022-03-22 21:20:14 main:574] : INFO : Epoch 1564 | loss: 0.0309862 | val_loss: 0.0313157 | Time: 2512.09 ms
[2022-03-22 21:20:16 main:574] : INFO : Epoch 1565 | loss: 0.0309842 | val_loss: 0.0313301 | Time: 2266.29 ms
[2022-03-22 21:20:18 main:574] : INFO : Epoch 1566 | loss: 0.0309787 | val_loss: 0.0313089 | Time: 2270.02 ms
[2022-03-22 21:20:20 main:574] : INFO : Epoch 1567 | loss: 0.0309876 | val_loss: 0.0313398 | Time: 2323.25 ms
[2022-03-22 21:20:23 main:574] : INFO : Epoch 1568 | loss: 0.0309872 | val_loss: 0.0312768 | Time: 2280.16 ms
[2022-03-22 21:20:25 main:574] : INFO : Epoch 1569 | loss: 0.0309869 | val_loss: 0.031316 | Time: 2487.86 ms
[2022-03-22 21:20:28 main:574] : INFO : Epoch 1570 | loss: 0.0309834 | val_loss: 0.0313199 | Time: 2316.05 ms
[2022-03-22 21:20:30 main:574] : INFO : Epoch 1571 | loss: 0.0309789 | val_loss: 0.0313319 | Time: 2249.65 ms
[2022-03-22 21:20:32 main:574] : INFO : Epoch 1572 | loss: 0.0309846 | val_loss: 0.0313213 | Time: 2390.26 ms
[2022-03-22 21:20:34 main:574] : INFO : Epoch 1573 | loss: 0.030987 | val_loss: 0.031339 | Time: 2275.91 ms
[2022-03-22 21:20:37 main:574] : INFO : Epoch 1574 | loss: 0.0309829 | val_loss: 0.031312 | Time: 2282.31 ms
[2022-03-22 21:20:39 main:574] : INFO : Epoch 1575 | loss: 0.0309775 | val_loss: 0.0313133 | Time: 2209.76 ms
[2022-03-22 21:20:41 main:574] : INFO : Epoch 1576 | loss: 0.0309795 | val_loss: 0.0313522 | Time: 2308.57 ms
[2022-03-22 21:20:44 main:574] : INFO : Epoch 1577 | loss: 0.0309756 | val_loss: 0.0312982 | Time: 2257.87 ms
[2022-03-22 21:20:46 main:574] : INFO : Epoch 1578 | loss: 0.030986 | val_loss: 0.031318 | Time: 2258.26 ms
[2022-03-22 21:20:48 main:574] : INFO : Epoch 1579 | loss: 0.0309829 | val_loss: 0.0312998 | Time: 2459.9 ms
[2022-03-22 21:20:51 main:574] : INFO : Epoch 1580 | loss: 0.0309832 | val_loss: 0.0312905 | Time: 2300 ms
[2022-03-22 21:20:53 main:574] : INFO : Epoch 1581 | loss: 0.0309799 | val_loss: 0.0313004 | Time: 2646.24 ms
[2022-03-22 21:20:56 main:574] : INFO : Epoch 1582 | loss: 0.0309825 | val_loss: 0.0313224 | Time: 2768.24 ms
[2022-03-22 21:20:59 main:574] : INFO : Epoch 1583 | loss: 0.030981 | val_loss: 0.0313108 | Time: 2813.33 ms
[2022-03-22 21:21:01 main:574] : INFO : Epoch 1584 | loss: 0.0309791 | val_loss: 0.0313107 | Time: 2369.53 ms
[2022-03-22 21:21:14 main:574] : INFO : Epoch 1585 | loss: 0.0309883 | val_loss: 0.0313289 | Time: 12673.2 ms
[2022-03-22 21:21:16 main:574] : INFO : Epoch 1586 | loss: 0.03099 | val_loss: 0.0313062 | Time: 2191 ms
[2022-03-22 21:21:18 main:574] : INFO : Epoch 1587 | loss: 0.0309864 | val_loss: 0.0313187 | Time: 2223.92 ms
[2022-03-22 21:21:20 main:574] : INFO : Epoch 1588 | loss: 0.0309817 | val_loss: 0.0313155 | Time: 2199.5 ms
[2022-03-22 21:21:23 main:574] : INFO : Epoch 1589 | loss: 0.0309796 | val_loss: 0.0312979 | Time: 2640.45 ms
[2022-03-22 21:21:26 main:574] : INFO : Epoch 1590 | loss: 0.03098 | val_loss: 0.0313093 | Time: 2395.02 ms
[2022-03-22 21:21:28 main:574] : INFO : Epoch 1591 | loss: 0.0309834 | val_loss: 0.0313091 | Time: 2206.48 ms
[2022-03-22 21:21:30 main:574] : INFO : Epoch 1592 | loss: 0.0309792 | val_loss: 0.0313018 | Time: 2173.55 ms
[2022-03-22 21:21:33 main:574] : INFO : Epoch 1593 | loss: 0.0309784 | val_loss: 0.0313215 | Time: 2744.71 ms
[2022-03-22 21:21:35 main:574] : INFO : Epoch 1594 | loss: 0.0309831 | val_loss: 0.0313421 | Time: 2620.46 ms
[2022-03-22 21:21:38 main:574] : INFO : Epoch 1595 | loss: 0.0309856 | val_loss: 0.031311 | Time: 2460.65 ms
[2022-03-22 21:21:40 main:574] : INFO : Epoch 1596 | loss: 0.0309888 | val_loss: 0.0313074 | Time: 2610.75 ms
[2022-03-22 21:21:43 main:574] : INFO : Epoch 1597 | loss: 0.0309814 | val_loss: 0.0312982 | Time: 2426.36 ms
[2022-03-22 21:22:36 main:574] : INFO : Epoch 1598 | loss: 0.0309755 | val_loss: 0.0312995 | Time: 53050.4 ms
[2022-03-22 21:22:38 main:574] : INFO : Epoch 1599 | loss: 0.0309801 | val_loss: 0.0312983 | Time: 2445.3 ms
[2022-03-22 21:22:41 main:574] : INFO : Epoch 1600 | loss: 0.0309813 | val_loss: 0.0313248 | Time: 2391.84 ms
[2022-03-22 21:22:43 main:574] : INFO : Epoch 1601 | loss: 0.0309793 | val_loss: 0.0313143 | Time: 2300.89 ms
[2022-03-22 21:22:45 main:574] : INFO : Epoch 1602 | loss: 0.0309866 | val_loss: 0.0313151 | Time: 2195.73 ms
[2022-03-22 21:22:47 main:574] : INFO : Epoch 1603 | loss: 0.0309879 | val_loss: 0.0313224 | Time: 2230.38 ms
[2022-03-22 21:22:50 main:574] : INFO : Epoch 1604 | loss: 0.0309845 | val_loss: 0.0313495 | Time: 2867.29 ms
[2022-03-22 21:22:53 main:574] : INFO : Epoch 1605 | loss: 0.0309868 | val_loss: 0.0312685 | Time: 2537.27 ms
[2022-03-22 21:23:06 main:574] : INFO : Epoch 1606 | loss: 0.0309909 | val_loss: 0.03131 | Time: 12966.9 ms
[2022-03-22 21:23:08 main:574] : INFO : Epoch 1607 | loss: 0.0309871 | val_loss: 0.0313184 | Time: 2638.02 ms
[2022-03-22 21:23:11 main:574] : INFO : Epoch 1608 | loss: 0.0309795 | val_loss: 0.0313038 | Time: 2558.8 ms
[2022-03-22 21:23:13 main:574] : INFO : Epoch 1609 | loss: 0.0309816 | val_loss: 0.0313587 | Time: 2174.93 ms
[2022-03-22 21:23:15 main:574] : INFO : Epoch 1610 | loss: 0.0309795 | val_loss: 0.031306 | Time: 2206.49 ms
[2022-03-22 21:23:18 main:574] : INFO : Epoch 1611 | loss: 0.0309751 | val_loss: 0.031304 | Time: 2226.83 ms
[2022-03-22 21:23:20 main:574] : INFO : Epoch 1612 | loss: 0.0309826 | val_loss: 0.0313254 | Time: 2567.16 ms
[2022-03-22 21:23:23 main:574] : INFO : Epoch 1613 | loss: 0.0309833 | val_loss: 0.031296 | Time: 2573.89 ms
[2022-03-22 21:23:26 main:574] : INFO : Epoch 1614 | loss: 0.0309815 | val_loss: 0.0312878 | Time: 2684.05 ms
[2022-03-22 21:23:28 main:574] : INFO : Epoch 1615 | loss: 0.0309838 | val_loss: 0.0313619 | Time: 2769.48 ms
[2022-03-22 21:23:31 main:574] : INFO : Epoch 1616 | loss: 0.0309886 | val_loss: 0.0313298 | Time: 2222.99 ms
[2022-03-22 21:23:33 main:574] : INFO : Epoch 1617 | loss: 0.0309829 | val_loss: 0.0313541 | Time: 2253.85 ms
[2022-03-22 21:23:35 main:574] : INFO : Epoch 1618 | loss: 0.030987 | val_loss: 0.0312883 | Time: 2228.36 ms
[2022-03-22 21:23:37 main:574] : INFO : Epoch 1619 | loss: 0.0309852 | val_loss: 0.0313413 | Time: 2271.06 ms
[2022-03-22 21:23:40 main:574] : INFO : Epoch 1620 | loss: 0.0309779 | val_loss: 0.031296 | Time: 2402.59 ms
[2022-03-22 21:23:42 main:574] : INFO : Epoch 1621 | loss: 0.0309831 | val_loss: 0.0312968 | Time: 2216.43 ms
[2022-03-22 21:23:44 main:574] : INFO : Epoch 1622 | loss: 0.0309794 | val_loss: 0.0313041 | Time: 2182.81 ms
[2022-03-22 21:23:46 main:574] : INFO : Epoch 1623 | loss: 0.0309835 | val_loss: 0.0312889 | Time: 2237.33 ms
[2022-03-22 21:23:49 main:574] : INFO : Epoch 1624 | loss: 0.0309842 | val_loss: 0.0313169 | Time: 2259.06 ms
[2022-03-22 21:23:51 main:574] : INFO : Epoch 1625 | loss: 0.030979 | val_loss: 0.0313215 | Time: 2322.44 ms
[2022-03-22 21:23:53 main:574] : INFO : Epoch 1626 | loss: 0.0309756 | val_loss: 0.031315 | Time: 2497.5 ms
[2022-03-22 21:23:56 main:574] : INFO : Epoch 1627 | loss: 0.0309757 | val_loss: 0.031307 | Time: 2451.31 ms
[2022-03-22 21:23:58 main:574] : INFO : Epoch 1628 | loss: 0.0309797 | val_loss: 0.031311 | Time: 2358.18 ms
[2022-03-22 21:24:01 main:574] : INFO : Epoch 1629 | loss: 0.0310017 | val_loss: 0.0313085 | Time: 2280.33 ms
[2022-03-22 21:24:03 main:574] : INFO : Epoch 1630 | loss: 0.0309903 | val_loss: 0.0312948 | Time: 2318.3 ms
[2022-03-22 21:24:06 main:574] : INFO : Epoch 1631 | loss: 0.0309914 | val_loss: 0.0313096 | Time: 2655.39 ms
[2022-03-22 21:24:08 main:574] : INFO : Epoch 1632 | loss: 0.0309897 | val_loss: 0.0313211 | Time: 2904.02 ms
[2022-03-22 21:24:11 main:574] : INFO : Epoch 1633 | loss: 0.0309811 | val_loss: 0.031333 | Time: 2804.65 ms
[2022-03-22 21:24:14 main:574] : INFO : Epoch 1634 | loss: 0.0309835 | val_loss: 0.0312893 | Time: 2478.66 ms
[2022-03-22 21:24:26 main:574] : INFO : Epoch 1635 | loss: 0.0309851 | val_loss: 0.0312816 | Time: 12659.1 ms
[2022-03-22 21:24:29 main:574] : INFO : Epoch 1636 | loss: 0.0309835 | val_loss: 0.0313545 | Time: 2384.97 ms
[2022-03-22 21:24:31 main:574] : INFO : Epoch 1637 | loss: 0.030987 | val_loss: 0.0313183 | Time: 2233.07 ms
[2022-03-22 21:24:33 main:574] : INFO : Epoch 1638 | loss: 0.0309792 | val_loss: 0.031315 | Time: 2235.38 ms
[2022-03-22 21:24:35 main:574] : INFO : Epoch 1639 | loss: 0.0309903 | val_loss: 0.0312691 | Time: 2169.46 ms
[2022-03-22 21:24:38 main:574] : INFO : Epoch 1640 | loss: 0.0309926 | val_loss: 0.0313096 | Time: 2243.6 ms
[2022-03-22 21:24:40 main:574] : INFO : Epoch 1641 | loss: 0.0309845 | val_loss: 0.0313417 | Time: 2248.62 ms
[2022-03-22 21:24:42 main:574] : INFO : Epoch 1642 | loss: 0.0309834 | val_loss: 0.0313144 | Time: 2252.88 ms
[2022-03-22 21:24:44 main:574] : INFO : Epoch 1643 | loss: 0.0309855 | val_loss: 0.0312876 | Time: 2198.01 ms
[2022-03-22 21:24:47 main:574] : INFO : Epoch 1644 | loss: 0.0309865 | val_loss: 0.0313499 | Time: 2232.59 ms
[2022-03-22 21:24:49 main:574] : INFO : Epoch 1645 | loss: 0.0309845 | val_loss: 0.0312964 | Time: 2264.72 ms
[2022-03-22 21:24:51 main:574] : INFO : Epoch 1646 | loss: 0.0309836 | val_loss: 0.0313452 | Time: 2176.65 ms
[2022-03-22 21:24:53 main:574] : INFO : Epoch 1647 | loss: 0.0309869 | val_loss: 0.0313197 | Time: 2202.55 ms
[2022-03-22 21:24:55 main:574] : INFO : Epoch 1648 | loss: 0.0309824 | val_loss: 0.0313044 | Time: 2169.41 ms
[2022-03-22 21:24:58 main:574] : INFO : Epoch 1649 | loss: 0.0309849 | val_loss: 0.0313374 | Time: 2208.44 ms
[2022-03-22 21:25:00 main:574] : INFO : Epoch 1650 | loss: 0.0309815 | val_loss: 0.0312996 | Time: 2217.57 ms
[2022-03-22 21:25:02 main:574] : INFO : Epoch 1651 | loss: 0.0309896 | val_loss: 0.0312937 | Time: 2213.17 ms
[2022-03-22 21:25:04 main:574] : INFO : Epoch 1652 | loss: 0.0309924 | val_loss: 0.031313 | Time: 2250.68 ms
[2022-03-22 21:25:07 main:574] : INFO : Epoch 1653 | loss: 0.0309766 | val_loss: 0.0313159 | Time: 2220.49 ms
[2022-03-22 21:25:09 main:574] : INFO : Epoch 1654 | loss: 0.0309818 | val_loss: 0.0313189 | Time: 2229.81 ms
[2022-03-22 21:25:12 main:574] : INFO : Epoch 1655 | loss: 0.0309824 | val_loss: 0.0312931 | Time: 2939.66 ms
[2022-03-22 21:25:14 main:574] : INFO : Epoch 1656 | loss: 0.0309787 | val_loss: 0.0313247 | Time: 2241.36 ms
[2022-03-22 21:25:27 main:574] : INFO : Epoch 1657 | loss: 0.0309805 | val_loss: 0.0313155 | Time: 12594 ms
[2022-03-22 21:25:29 main:574] : INFO : Epoch 1658 | loss: 0.0309862 | val_loss: 0.0313163 | Time: 2298.65 ms
[2022-03-22 21:25:31 main:574] : INFO : Epoch 1659 | loss: 0.0309776 | val_loss: 0.0313203 | Time: 2380.43 ms
[2022-03-22 21:25:34 main:574] : INFO : Epoch 1660 | loss: 0.0309808 | val_loss: 0.0312775 | Time: 2303.93 ms
[2022-03-22 21:25:36 main:574] : INFO : Epoch 1661 | loss: 0.0309899 | val_loss: 0.0313695 | Time: 2267.42 ms
[2022-03-22 21:25:38 main:574] : INFO : Epoch 1662 | loss: 0.0309919 | val_loss: 0.0312805 | Time: 2365.22 ms
[2022-03-22 21:25:41 main:574] : INFO : Epoch 1663 | loss: 0.030982 | val_loss: 0.0313281 | Time: 2289.3 ms
[2022-03-22 21:25:43 main:574] : INFO : Epoch 1664 | loss: 0.0309788 | val_loss: 0.0312931 | Time: 2314.95 ms
[2022-03-22 21:25:45 main:574] : INFO : Epoch 1665 | loss: 0.0309908 | val_loss: 0.0313047 | Time: 2421.53 ms
[2022-03-22 21:25:48 main:574] : INFO : Epoch 1666 | loss: 0.030995 | val_loss: 0.0313076 | Time: 2331.12 ms
[2022-03-22 21:25:50 main:574] : INFO : Epoch 1667 | loss: 0.0309828 | val_loss: 0.0313019 | Time: 2249.74 ms
[2022-03-22 21:25:52 main:574] : INFO : Epoch 1668 | loss: 0.030988 | val_loss: 0.0312917 | Time: 2556.42 ms
[2022-03-22 21:25:55 main:574] : INFO : Epoch 1669 | loss: 0.0309812 | val_loss: 0.0313103 | Time: 2273.9 ms
[2022-03-22 21:25:57 main:574] : INFO : Epoch 1670 | loss: 0.0309763 | val_loss: 0.0313164 | Time: 2284.98 ms
[2022-03-22 21:25:59 main:574] : INFO : Epoch 1671 | loss: 0.0309841 | val_loss: 0.0312904 | Time: 2265.48 ms
[2022-03-22 21:26:02 main:574] : INFO : Epoch 1672 | loss: 0.0309878 | val_loss: 0.0313028 | Time: 2229.52 ms
[2022-03-22 21:26:04 main:574] : INFO : Epoch 1673 | loss: 0.0309862 | val_loss: 0.0313114 | Time: 2235.63 ms
[2022-03-22 21:26:06 main:574] : INFO : Epoch 1674 | loss: 0.0309847 | val_loss: 0.0313212 | Time: 2255.34 ms
[2022-03-22 21:26:08 main:574] : INFO : Epoch 1675 | loss: 0.0309828 | val_loss: 0.0313041 | Time: 2286.41 ms
[2022-03-22 21:26:11 main:574] : INFO : Epoch 1676 | loss: 0.0309905 | val_loss: 0.031303 | Time: 2306.12 ms
[2022-03-22 21:26:13 main:574] : INFO : Epoch 1677 | loss: 0.0309914 | val_loss: 0.0313154 | Time: 2320.96 ms
[2022-03-22 21:26:15 main:574] : INFO : Epoch 1678 | loss: 0.0309936 | val_loss: 0.031307 | Time: 2249.78 ms
[2022-03-22 21:26:17 main:574] : INFO : Epoch 1679 | loss: 0.0309851 | val_loss: 0.0312983 | Time: 2255.19 ms
[2022-03-22 21:26:20 main:574] : INFO : Epoch 1680 | loss: 0.0309799 | val_loss: 0.0313227 | Time: 2252.62 ms
[2022-03-22 21:26:22 main:574] : INFO : Epoch 1681 | loss: 0.0309897 | val_loss: 0.0313044 | Time: 2269.08 ms
[2022-03-22 21:26:24 main:574] : INFO : Epoch 1682 | loss: 0.0309825 | val_loss: 0.0313185 | Time: 2303.87 ms
[2022-03-22 21:26:27 main:574] : INFO : Epoch 1683 | loss: 0.0309771 | val_loss: 0.0313396 | Time: 2348.9 ms
[2022-03-22 21:26:29 main:574] : INFO : Epoch 1684 | loss: 0.030981 | val_loss: 0.0313138 | Time: 2284.8 ms
[2022-03-22 21:26:31 main:574] : INFO : Epoch 1685 | loss: 0.0309798 | val_loss: 0.0312845 | Time: 2262.55 ms
[2022-03-22 21:26:34 main:574] : INFO : Epoch 1686 | loss: 0.0309862 | val_loss: 0.0313225 | Time: 2302.12 ms
[2022-03-22 21:26:36 main:574] : INFO : Epoch 1687 | loss: 0.0309841 | val_loss: 0.031316 | Time: 2301.26 ms
[2022-03-22 21:26:38 main:574] : INFO : Epoch 1688 | loss: 0.0309808 | val_loss: 0.0313029 | Time: 2302.55 ms
[2022-03-22 21:26:40 main:574] : INFO : Epoch 1689 | loss: 0.0309856 | val_loss: 0.0313417 | Time: 2207.71 ms
[2022-03-22 21:26:43 main:574] : INFO : Epoch 1690 | loss: 0.0309848 | val_loss: 0.0313009 | Time: 2219.94 ms
[2022-03-22 21:26:45 main:574] : INFO : Epoch 1691 | loss: 0.030982 | val_loss: 0.0313083 | Time: 2251.73 ms
[2022-03-22 21:26:47 main:574] : INFO : Epoch 1692 | loss: 0.0309813 | val_loss: 0.0313058 | Time: 2595.87 ms
[2022-03-22 21:26:50 main:574] : INFO : Epoch 1693 | loss: 0.0309812 | val_loss: 0.0312859 | Time: 2605.23 ms
[2022-03-22 21:26:53 main:574] : INFO : Epoch 1694 | loss: 0.0309985 | val_loss: 0.0312738 | Time: 2557.54 ms
[2022-03-22 21:26:55 main:574] : INFO : Epoch 1695 | loss: 0.0309931 | val_loss: 0.0313144 | Time: 2635.38 ms
[2022-03-22 21:27:08 main:574] : INFO : Epoch 1696 | loss: 0.0309841 | val_loss: 0.031309 | Time: 12589.9 ms
[2022-03-22 21:27:10 main:574] : INFO : Epoch 1697 | loss: 0.030981 | val_loss: 0.0313383 | Time: 2347.28 ms
[2022-03-22 21:27:13 main:574] : INFO : Epoch 1698 | loss: 0.0309775 | val_loss: 0.0313095 | Time: 2343.08 ms
[2022-03-22 21:27:15 main:574] : INFO : Epoch 1699 | loss: 0.0309876 | val_loss: 0.0313355 | Time: 2529.26 ms
[2022-03-22 21:27:17 main:574] : INFO : Epoch 1700 | loss: 0.0309841 | val_loss: 0.0313139 | Time: 2271.04 ms
[2022-03-22 21:27:20 main:574] : INFO : Epoch 1701 | loss: 0.0309861 | val_loss: 0.0313079 | Time: 2558.55 ms
[2022-03-22 21:27:22 main:574] : INFO : Epoch 1702 | loss: 0.0309839 | val_loss: 0.0313181 | Time: 2493.45 ms
[2022-03-22 21:27:25 main:574] : INFO : Epoch 1703 | loss: 0.0309833 | val_loss: 0.031282 | Time: 2408.57 ms
[2022-03-22 21:27:27 main:574] : INFO : Epoch 1704 | loss: 0.030986 | val_loss: 0.0313305 | Time: 2356.14 ms
[2022-03-22 21:27:30 main:574] : INFO : Epoch 1705 | loss: 0.0309865 | val_loss: 0.0312952 | Time: 2367.06 ms
[2022-03-22 21:27:32 main:574] : INFO : Epoch 1706 | loss: 0.0309933 | val_loss: 0.0313172 | Time: 2185.93 ms
[2022-03-22 21:27:34 main:574] : INFO : Epoch 1707 | loss: 0.0309913 | val_loss: 0.0312772 | Time: 2403.88 ms
[2022-03-22 21:27:36 main:574] : INFO : Epoch 1708 | loss: 0.0309867 | val_loss: 0.0312962 | Time: 2172.67 ms
[2022-03-22 21:27:39 main:574] : INFO : Epoch 1709 | loss: 0.0309842 | val_loss: 0.0313268 | Time: 2233.25 ms
[2022-03-22 21:27:41 main:574] : INFO : Epoch 1710 | loss: 0.0309839 | val_loss: 0.0313135 | Time: 2275.47 ms
[2022-03-22 21:27:43 main:574] : INFO : Epoch 1711 | loss: 0.0309798 | val_loss: 0.0312967 | Time: 2347.69 ms
[2022-03-22 21:27:46 main:574] : INFO : Epoch 1712 | loss: 0.0309793 | val_loss: 0.0312876 | Time: 2412.74 ms
[2022-03-22 21:27:48 main:574] : INFO : Epoch 1713 | loss: 0.0309886 | val_loss: 0.0313148 | Time: 2491.82 ms
[2022-03-22 21:27:51 main:574] : INFO : Epoch 1714 | loss: 0.0309843 | val_loss: 0.0312942 | Time: 2426.79 ms
[2022-03-22 21:27:53 main:574] : INFO : Epoch 1715 | loss: 0.0309839 | val_loss: 0.0313109 | Time: 2359.11 ms
[2022-03-22 21:27:56 main:574] : INFO : Epoch 1716 | loss: 0.0309879 | val_loss: 0.0312962 | Time: 2559.71 ms
[2022-03-22 21:27:58 main:574] : INFO : Epoch 1717 | loss: 0.030983 | val_loss: 0.0313399 | Time: 2552.97 ms
[2022-03-22 21:28:00 main:574] : INFO : Epoch 1718 | loss: 0.0309857 | val_loss: 0.0312903 | Time: 2416.28 ms
[2022-03-22 21:28:03 main:574] : INFO : Epoch 1719 | loss: 0.0309819 | val_loss: 0.0313418 | Time: 2440.44 ms
[2022-03-22 21:28:05 main:574] : INFO : Epoch 1720 | loss: 0.0309773 | val_loss: 0.0313243 | Time: 2463.42 ms
[2022-03-22 21:28:08 main:574] : INFO : Epoch 1721 | loss: 0.0309811 | val_loss: 0.0313202 | Time: 2481.79 ms
[2022-03-22 21:28:10 main:574] : INFO : Epoch 1722 | loss: 0.0309804 | val_loss: 0.0313217 | Time: 2355.88 ms
[2022-03-22 21:28:13 main:574] : INFO : Epoch 1723 | loss: 0.030986 | val_loss: 0.0312879 | Time: 2332.6 ms
[2022-03-22 21:28:15 main:574] : INFO : Epoch 1724 | loss: 0.0309903 | val_loss: 0.0313255 | Time: 2476.95 ms
[2022-03-22 21:28:17 main:574] : INFO : Epoch 1725 | loss: 0.0309858 | val_loss: 0.0313252 | Time: 2267.74 ms
[2022-03-22 21:28:20 main:574] : INFO : Epoch 1726 | loss: 0.0309816 | val_loss: 0.0313206 | Time: 2367.29 ms
[2022-03-22 21:28:22 main:574] : INFO : Epoch 1727 | loss: 0.0309791 | val_loss: 0.0313257 | Time: 2257.26 ms
[2022-03-22 21:28:24 main:574] : INFO : Epoch 1728 | loss: 0.0309822 | val_loss: 0.0313489 | Time: 2179.69 ms
[2022-03-22 21:28:26 main:574] : INFO : Epoch 1729 | loss: 0.0309927 | val_loss: 0.0313063 | Time: 2244.94 ms
[2022-03-22 21:28:29 main:574] : INFO : Epoch 1730 | loss: 0.030989 | val_loss: 0.0313049 | Time: 2245.5 ms
[2022-03-22 21:28:31 main:574] : INFO : Epoch 1731 | loss: 0.0309925 | val_loss: 0.0312781 | Time: 2183.88 ms
[2022-03-22 21:28:33 main:574] : INFO : Epoch 1732 | loss: 0.0309897 | val_loss: 0.031318 | Time: 2243.57 ms
[2022-03-22 21:28:35 main:574] : INFO : Epoch 1733 | loss: 0.0309799 | val_loss: 0.0313068 | Time: 2228.86 ms
[2022-03-22 21:28:38 main:574] : INFO : Epoch 1734 | loss: 0.030986 | val_loss: 0.0313025 | Time: 2241.42 ms
[2022-03-22 21:28:40 main:574] : INFO : Epoch 1735 | loss: 0.0309889 | val_loss: 0.0313148 | Time: 2729.45 ms
[2022-03-22 21:28:43 main:574] : INFO : Epoch 1736 | loss: 0.0309793 | val_loss: 0.031316 | Time: 2487.63 ms
[2022-03-22 21:28:45 main:574] : INFO : Epoch 1737 | loss: 0.0309739 | val_loss: 0.031325 | Time: 2383.9 ms
[2022-03-22 21:28:48 main:574] : INFO : Epoch 1738 | loss: 0.0309774 | val_loss: 0.031291 | Time: 2791.39 ms
[2022-03-22 21:28:50 main:574] : INFO : Epoch 1739 | loss: 0.0309756 | val_loss: 0.0312947 | Time: 2522.77 ms
[2022-03-22 21:28:53 main:574] : INFO : Epoch 1740 | loss: 0.0309741 | val_loss: 0.0313265 | Time: 2519.81 ms
[2022-03-22 21:28:56 main:574] : INFO : Epoch 1741 | loss: 0.0309881 | val_loss: 0.0313294 | Time: 2494.5 ms
[2022-03-22 21:28:58 main:574] : INFO : Epoch 1742 | loss: 0.030989 | val_loss: 0.0313385 | Time: 2461.23 ms
[2022-03-22 21:29:00 main:574] : INFO : Epoch 1743 | loss: 0.0309837 | val_loss: 0.0312902 | Time: 2458.1 ms
[2022-03-22 21:29:03 main:574] : INFO : Epoch 1744 | loss: 0.0309765 | val_loss: 0.031323 | Time: 2412.13 ms
[2022-03-22 21:29:05 main:574] : INFO : Epoch 1745 | loss: 0.0309756 | val_loss: 0.0313415 | Time: 2283.4 ms
[2022-03-22 21:29:08 main:574] : INFO : Epoch 1746 | loss: 0.0309806 | val_loss: 0.0312924 | Time: 2444.07 ms
[2022-03-22 21:29:10 main:574] : INFO : Epoch 1747 | loss: 0.0309845 | val_loss: 0.0313201 | Time: 2475.8 ms
[2022-03-22 21:29:13 main:574] : INFO : Epoch 1748 | loss: 0.0309801 | val_loss: 0.0313258 | Time: 2445.59 ms
[2022-03-22 21:29:15 main:574] : INFO : Epoch 1749 | loss: 0.0309905 | val_loss: 0.0312849 | Time: 2438.29 ms
[2022-03-22 21:29:17 main:574] : INFO : Epoch 1750 | loss: 0.0309897 | val_loss: 0.0313397 | Time: 2371.12 ms
[2022-03-22 21:29:20 main:574] : INFO : Epoch 1751 | loss: 0.030986 | val_loss: 0.0312913 | Time: 2183.97 ms
[2022-03-22 21:29:22 main:574] : INFO : Epoch 1752 | loss: 0.0310125 | val_loss: 0.0315521 | Time: 2213.46 ms
[2022-03-22 21:29:24 main:574] : INFO : Epoch 1753 | loss: 0.0311811 | val_loss: 0.0316504 | Time: 2259.51 ms
[2022-03-22 21:29:26 main:574] : INFO : Epoch 1754 | loss: 0.0311474 | val_loss: 0.0312867 | Time: 2279.15 ms
[2022-03-22 21:29:29 main:574] : INFO : Epoch 1755 | loss: 0.0310163 | val_loss: 0.0313508 | Time: 2234.52 ms
[2022-03-22 21:29:31 main:574] : INFO : Epoch 1756 | loss: 0.0309944 | val_loss: 0.0312495 | Time: 2237.9 ms
[2022-03-22 21:29:33 main:574] : INFO : Epoch 1757 | loss: 0.0309985 | val_loss: 0.0313053 | Time: 2272.74 ms
[2022-03-22 21:29:36 main:574] : INFO : Epoch 1758 | loss: 0.0309936 | val_loss: 0.0313196 | Time: 2459.23 ms
[2022-03-22 21:29:38 main:574] : INFO : Epoch 1759 | loss: 0.0309875 | val_loss: 0.0312871 | Time: 2606.34 ms
[2022-03-22 21:29:41 main:574] : INFO : Epoch 1760 | loss: 0.0309836 | val_loss: 0.0313281 | Time: 2491.31 ms
[2022-03-22 21:29:43 main:574] : INFO : Epoch 1761 | loss: 0.030982 | val_loss: 0.0312696 | Time: 2353.92 ms
[2022-03-22 21:29:45 main:574] : INFO : Epoch 1762 | loss: 0.0309839 | val_loss: 0.0313242 | Time: 2427.55 ms
[2022-03-22 21:29:48 main:574] : INFO : Epoch 1763 | loss: 0.0309778 | val_loss: 0.0313046 | Time: 2459.86 ms
[2022-03-22 21:29:50 main:574] : INFO : Epoch 1764 | loss: 0.0309789 | val_loss: 0.0312982 | Time: 2513.65 ms
[2022-03-22 21:29:53 main:574] : INFO : Epoch 1765 | loss: 0.0309807 | val_loss: 0.0313053 | Time: 2351.9 ms
[2022-03-22 21:29:55 main:574] : INFO : Epoch 1766 | loss: 0.0309867 | val_loss: 0.0313006 | Time: 2312.89 ms
[2022-03-22 21:29:57 main:574] : INFO : Epoch 1767 | loss: 0.0309848 | val_loss: 0.031334 | Time: 2232.94 ms
[2022-03-22 21:30:00 main:574] : INFO : Epoch 1768 | loss: 0.0309805 | val_loss: 0.0313141 | Time: 2459.07 ms
[2022-03-22 21:30:03 main:574] : INFO : Epoch 1769 | loss: 0.0309814 | val_loss: 0.0313224 | Time: 3187.57 ms
[2022-03-22 21:30:07 main:574] : INFO : Epoch 1770 | loss: 0.030987 | val_loss: 0.0313258 | Time: 3857.98 ms
[2022-03-22 21:30:30 main:574] : INFO : Epoch 1771 | loss: 0.03099 | val_loss: 0.0312928 | Time: 23350.4 ms
[2022-03-22 21:30:33 main:574] : INFO : Epoch 1772 | loss: 0.0309838 | val_loss: 0.0313319 | Time: 3259.8 ms
[2022-03-22 21:30:36 main:574] : INFO : Epoch 1773 | loss: 0.0309839 | val_loss: 0.0313077 | Time: 2392.11 ms
[2022-03-22 21:30:48 main:574] : INFO : Epoch 1774 | loss: 0.0309833 | val_loss: 0.031311 | Time: 12591.6 ms
[2022-03-22 21:30:51 main:574] : INFO : Epoch 1775 | loss: 0.0310005 | val_loss: 0.0313055 | Time: 2321.35 ms
[2022-03-22 21:30:53 main:574] : INFO : Epoch 1776 | loss: 0.0309974 | val_loss: 0.0313002 | Time: 2228.52 ms
[2022-03-22 21:30:55 main:574] : INFO : Epoch 1777 | loss: 0.0309889 | val_loss: 0.0313461 | Time: 2206.29 ms
[2022-03-22 21:30:57 main:574] : INFO : Epoch 1778 | loss: 0.0309918 | val_loss: 0.0312939 | Time: 2196.77 ms
[2022-03-22 21:31:00 main:574] : INFO : Epoch 1779 | loss: 0.0309795 | val_loss: 0.0313383 | Time: 2330.84 ms
[2022-03-22 21:31:02 main:574] : INFO : Epoch 1780 | loss: 0.0309823 | val_loss: 0.0313021 | Time: 2481.39 ms
[2022-03-22 21:31:05 main:574] : INFO : Epoch 1781 | loss: 0.0309799 | val_loss: 0.0313143 | Time: 2495.69 ms
[2022-03-22 21:31:07 main:574] : INFO : Epoch 1782 | loss: 0.030978 | val_loss: 0.0313014 | Time: 2471.39 ms
[2022-03-22 21:31:10 main:574] : INFO : Epoch 1783 | loss: 0.0309908 | val_loss: 0.0312919 | Time: 2972.64 ms
[2022-03-22 21:31:14 main:574] : INFO : Epoch 1784 | loss: 0.0309894 | val_loss: 0.031295 | Time: 3374.54 ms
[2022-03-22 21:31:16 main:574] : INFO : Epoch 1785 | loss: 0.0309727 | val_loss: 0.0313113 | Time: 2819.93 ms
[2022-03-22 21:31:39 main:574] : INFO : Epoch 1786 | loss: 0.0309851 | val_loss: 0.0312909 | Time: 22905.5 ms
[2022-03-22 21:31:42 main:574] : INFO : Epoch 1787 | loss: 0.0309899 | val_loss: 0.0313383 | Time: 2326.25 ms
[2022-03-22 21:31:44 main:574] : INFO : Epoch 1788 | loss: 0.0309785 | val_loss: 0.0313293 | Time: 2340.25 ms
[2022-03-22 21:31:46 main:574] : INFO : Epoch 1789 | loss: 0.0309858 | val_loss: 0.0313308 | Time: 2227.98 ms
[2022-03-22 21:31:48 main:574] : INFO : Epoch 1790 | loss: 0.0309788 | val_loss: 0.0313089 | Time: 2268.69 ms
[2022-03-22 21:31:51 main:574] : INFO : Epoch 1791 | loss: 0.0309786 | val_loss: 0.0313199 | Time: 2490.43 ms
[2022-03-22 21:31:53 main:574] : INFO : Epoch 1792 | loss: 0.0309832 | val_loss: 0.0313014 | Time: 2356.16 ms
[2022-03-22 21:31:56 main:574] : INFO : Epoch 1793 | loss: 0.0309819 | val_loss: 0.0312877 | Time: 2390.12 ms
[2022-03-22 21:31:58 main:574] : INFO : Epoch 1794 | loss: 0.0309878 | val_loss: 0.0313357 | Time: 2377.38 ms
[2022-03-22 21:32:00 main:574] : INFO : Epoch 1795 | loss: 0.0309907 | val_loss: 0.0312964 | Time: 2382.02 ms
[2022-03-22 21:32:03 main:574] : INFO : Epoch 1796 | loss: 0.0309988 | val_loss: 0.0313219 | Time: 2945.94 ms
[2022-03-22 21:32:06 main:574] : INFO : Epoch 1797 | loss: 0.0309906 | val_loss: 0.0313168 | Time: 2578.97 ms
[2022-03-22 21:32:08 main:574] : INFO : Epoch 1798 | loss: 0.0309894 | val_loss: 0.0312961 | Time: 2281.71 ms
[2022-03-22 21:32:32 main:574] : INFO : Epoch 1799 | loss: 0.0309844 | val_loss: 0.0313249 | Time: 23241.4 ms
[2022-03-22 21:32:34 main:574] : INFO : Epoch 1800 | loss: 0.0309839 | val_loss: 0.0312878 | Time: 2506.5 ms
[2022-03-22 21:32:36 main:574] : INFO : Epoch 1801 | loss: 0.0309892 | val_loss: 0.0313603 | Time: 2384.57 ms
[2022-03-22 21:32:49 main:574] : INFO : Epoch 1802 | loss: 0.0309834 | val_loss: 0.0312996 | Time: 12624.4 ms
[2022-03-22 21:32:52 main:574] : INFO : Epoch 1803 | loss: 0.030979 | val_loss: 0.0313119 | Time: 2445.88 ms
[2022-03-22 21:32:54 main:574] : INFO : Epoch 1804 | loss: 0.0309846 | val_loss: 0.0313519 | Time: 2615.9 ms
[2022-03-22 21:32:56 main:574] : INFO : Epoch 1805 | loss: 0.0309858 | val_loss: 0.0312767 | Time: 2308.43 ms
[2022-03-22 21:33:09 main:574] : INFO : Epoch 1806 | loss: 0.0309827 | val_loss: 0.0313545 | Time: 12873.9 ms
[2022-03-22 21:33:12 main:574] : INFO : Epoch 1807 | loss: 0.0309799 | val_loss: 0.0312661 | Time: 2325.48 ms
[2022-03-22 21:33:14 main:574] : INFO : Epoch 1808 | loss: 0.0309854 | val_loss: 0.0313328 | Time: 2491.28 ms
[2022-03-22 21:33:17 main:574] : INFO : Epoch 1809 | loss: 0.0309891 | val_loss: 0.0313013 | Time: 2801.74 ms
[2022-03-22 21:33:50 main:574] : INFO : Epoch 1810 | loss: 0.0309854 | val_loss: 0.0313151 | Time: 32694.3 ms
[2022-03-22 21:33:52 main:574] : INFO : Epoch 1811 | loss: 0.0309809 | val_loss: 0.0313007 | Time: 2314.52 ms
[2022-03-22 21:33:54 main:574] : INFO : Epoch 1812 | loss: 0.0309877 | val_loss: 0.031339 | Time: 2200.68 ms
[2022-03-22 21:33:56 main:574] : INFO : Epoch 1813 | loss: 0.0309885 | val_loss: 0.0312911 | Time: 2255.81 ms
[2022-03-22 21:33:59 main:574] : INFO : Epoch 1814 | loss: 0.0309862 | val_loss: 0.0313112 | Time: 2269.1 ms
[2022-03-22 21:34:01 main:574] : INFO : Epoch 1815 | loss: 0.0309862 | val_loss: 0.0313406 | Time: 2222.98 ms
[2022-03-22 21:34:03 main:574] : INFO : Epoch 1816 | loss: 0.0309926 | val_loss: 0.0313262 | Time: 2427.09 ms
[2022-03-22 21:34:06 main:574] : INFO : Epoch 1817 | loss: 0.0309851 | val_loss: 0.031318 | Time: 2376.15 ms
[2022-03-22 21:34:09 main:574] : INFO : Epoch 1818 | loss: 0.030987 | val_loss: 0.0313051 | Time: 3347.13 ms
[2022-03-22 21:34:22 main:574] : INFO : Epoch 1819 | loss: 0.0309751 | val_loss: 0.0313155 | Time: 12967.1 ms
[2022-03-22 21:34:25 main:574] : INFO : Epoch 1820 | loss: 0.0309762 | val_loss: 0.0313189 | Time: 2968.13 ms
[2022-03-22 21:34:29 main:574] : INFO : Epoch 1821 | loss: 0.0309766 | val_loss: 0.0313023 | Time: 3865.84 ms
[2022-03-22 21:34:52 main:574] : INFO : Epoch 1822 | loss: 0.0309765 | val_loss: 0.0313326 | Time: 22576.7 ms
[2022-03-22 21:34:54 main:574] : INFO : Epoch 1823 | loss: 0.0309785 | val_loss: 0.0313288 | Time: 2395.56 ms
[2022-03-22 21:34:57 main:574] : INFO : Epoch 1824 | loss: 0.0309842 | val_loss: 0.0313084 | Time: 2617.96 ms
[2022-03-22 21:34:59 main:574] : INFO : Epoch 1825 | loss: 0.0309872 | val_loss: 0.0313128 | Time: 2468.17 ms
[2022-03-22 21:35:01 main:574] : INFO : Epoch 1826 | loss: 0.0309832 | val_loss: 0.0313036 | Time: 2200.82 ms
[2022-03-22 21:35:04 main:574] : INFO : Epoch 1827 | loss: 0.030986 | val_loss: 0.0313399 | Time: 2363.82 ms
[2022-03-22 21:35:06 main:574] : INFO : Epoch 1828 | loss: 0.0309888 | val_loss: 0.0312957 | Time: 2342.14 ms
[2022-03-22 21:35:08 main:574] : INFO : Epoch 1829 | loss: 0.0309888 | val_loss: 0.0312925 | Time: 2321.33 ms
[2022-03-22 21:35:11 main:574] : INFO : Epoch 1830 | loss: 0.0309947 | val_loss: 0.031276 | Time: 2606.91 ms
[2022-03-22 21:35:13 main:574] : INFO : Epoch 1831 | loss: 0.0309825 | val_loss: 0.0313133 | Time: 2476.18 ms
[2022-03-22 21:35:16 main:574] : INFO : Epoch 1832 | loss: 0.0309759 | val_loss: 0.0312966 | Time: 2419.85 ms
[2022-03-22 21:35:18 main:574] : INFO : Epoch 1833 | loss: 0.0309841 | val_loss: 0.0313466 | Time: 2426.85 ms
[2022-03-22 21:35:21 main:574] : INFO : Epoch 1834 | loss: 0.0309797 | val_loss: 0.0313118 | Time: 2724.79 ms
[2022-03-22 21:35:24 main:574] : INFO : Epoch 1835 | loss: 0.0309824 | val_loss: 0.0313022 | Time: 2909.4 ms
[2022-03-22 21:35:27 main:574] : INFO : Epoch 1836 | loss: 0.0309767 | val_loss: 0.0313277 | Time: 2980.03 ms
[2022-03-22 21:35:30 main:574] : INFO : Epoch 1837 | loss: 0.030976 | val_loss: 0.0313086 | Time: 3167.99 ms
[2022-03-22 21:35:43 main:574] : INFO : Epoch 1838 | loss: 0.0309866 | val_loss: 0.0313176 | Time: 12889.6 ms
[2022-03-22 21:35:45 main:574] : INFO : Epoch 1839 | loss: 0.0309856 | val_loss: 0.0312762 | Time: 2209.13 ms
[2022-03-22 21:35:47 main:574] : INFO : Epoch 1840 | loss: 0.0309837 | val_loss: 0.031325 | Time: 2149.05 ms
[2022-03-22 21:35:50 main:574] : INFO : Epoch 1841 | loss: 0.0309826 | val_loss: 0.0313152 | Time: 2232 ms
[2022-03-22 21:35:52 main:574] : INFO : Epoch 1842 | loss: 0.0309832 | val_loss: 0.0312858 | Time: 2211.58 ms
[2022-03-22 21:35:54 main:574] : INFO : Epoch 1843 | loss: 0.0309919 | val_loss: 0.0312976 | Time: 2501.37 ms
[2022-03-22 21:35:57 main:574] : INFO : Epoch 1844 | loss: 0.0309872 | val_loss: 0.0312961 | Time: 2839.65 ms
[2022-03-22 21:36:00 main:574] : INFO : Epoch 1845 | loss: 0.0309921 | val_loss: 0.0313305 | Time: 2823.27 ms
[2022-03-22 21:36:13 main:574] : INFO : Epoch 1846 | loss: 0.0309829 | val_loss: 0.0313216 | Time: 12696.4 ms
[2022-03-22 21:36:15 main:574] : INFO : Epoch 1847 | loss: 0.0309793 | val_loss: 0.0313016 | Time: 2698.64 ms
[2022-03-22 21:36:18 main:574] : INFO : Epoch 1848 | loss: 0.0309782 | val_loss: 0.0313098 | Time: 2721.58 ms
[2022-03-22 21:36:20 main:574] : INFO : Epoch 1849 | loss: 0.0309786 | val_loss: 0.0313047 | Time: 2412.07 ms
[2022-03-22 21:37:13 main:574] : INFO : Epoch 1850 | loss: 0.0309787 | val_loss: 0.0313124 | Time: 52945 ms
[2022-03-22 21:37:16 main:574] : INFO : Epoch 1851 | loss: 0.0309841 | val_loss: 0.0313041 | Time: 3049.1 ms
[2022-03-22 21:37:20 main:574] : INFO : Epoch 1852 | loss: 0.030983 | val_loss: 0.0313257 | Time: 3121.27 ms
[2022-03-22 21:38:03 main:574] : INFO : Epoch 1853 | loss: 0.0309807 | val_loss: 0.0313131 | Time: 43069.1 ms
[2022-03-22 21:38:05 main:574] : INFO : Epoch 1854 | loss: 0.0309838 | val_loss: 0.0313469 | Time: 2175.58 ms
[2022-03-22 21:38:07 main:574] : INFO : Epoch 1855 | loss: 0.030977 | val_loss: 0.0313065 | Time: 2219.4 ms
[2022-03-22 21:38:09 main:574] : INFO : Epoch 1856 | loss: 0.0309787 | val_loss: 0.0312892 | Time: 2199.56 ms
[2022-03-22 21:38:11 main:574] : INFO : Epoch 1857 | loss: 0.0309777 | val_loss: 0.0313188 | Time: 2209.3 ms
[2022-03-22 21:38:14 main:574] : INFO : Epoch 1858 | loss: 0.0309838 | val_loss: 0.0312705 | Time: 2170.23 ms
[2022-03-22 21:38:16 main:574] : INFO : Epoch 1859 | loss: 0.0309913 | val_loss: 0.0312943 | Time: 2179.22 ms
[2022-03-22 21:38:18 main:574] : INFO : Epoch 1860 | loss: 0.0309853 | val_loss: 0.031307 | Time: 2255.78 ms
[2022-03-22 21:38:20 main:574] : INFO : Epoch 1861 | loss: 0.0309853 | val_loss: 0.031344 | Time: 2223.17 ms
[2022-03-22 21:38:23 main:574] : INFO : Epoch 1862 | loss: 0.0309731 | val_loss: 0.0313036 | Time: 2226.99 ms
[2022-03-22 21:38:25 main:574] : INFO : Epoch 1863 | loss: 0.0309959 | val_loss: 0.0313783 | Time: 2242.25 ms
[2022-03-22 21:38:27 main:574] : INFO : Epoch 1864 | loss: 0.0309967 | val_loss: 0.0312909 | Time: 2209.74 ms
[2022-03-22 21:38:29 main:574] : INFO : Epoch 1865 | loss: 0.0309828 | val_loss: 0.0313273 | Time: 2233.94 ms
[2022-03-22 21:38:31 main:574] : INFO : Epoch 1866 | loss: 0.0309853 | val_loss: 0.0313205 | Time: 2219.05 ms
[2022-03-22 21:38:34 main:574] : INFO : Epoch 1867 | loss: 0.0309979 | val_loss: 0.031351 | Time: 2263.57 ms
[2022-03-22 21:38:36 main:574] : INFO : Epoch 1868 | loss: 0.0309912 | val_loss: 0.0312886 | Time: 2203.82 ms
[2022-03-22 21:38:38 main:574] : INFO : Epoch 1869 | loss: 0.0309837 | val_loss: 0.0313107 | Time: 2167.78 ms
[2022-03-22 21:38:40 main:574] : INFO : Epoch 1870 | loss: 0.0309749 | val_loss: 0.0313273 | Time: 2293.07 ms
[2022-03-22 21:38:43 main:574] : INFO : Epoch 1871 | loss: 0.0309801 | val_loss: 0.0313078 | Time: 2275.2 ms
[2022-03-22 21:38:45 main:574] : INFO : Epoch 1872 | loss: 0.0309791 | val_loss: 0.0313027 | Time: 2199.45 ms
[2022-03-22 21:38:47 main:574] : INFO : Epoch 1873 | loss: 0.0309792 | val_loss: 0.031317 | Time: 2209.56 ms
[2022-03-22 21:38:49 main:574] : INFO : Epoch 1874 | loss: 0.0309805 | val_loss: 0.031287 | Time: 2178.05 ms
[2022-03-22 21:38:52 main:574] : INFO : Epoch 1875 | loss: 0.0309836 | val_loss: 0.0313252 | Time: 2213.26 ms
[2022-03-22 21:38:54 main:574] : INFO : Epoch 1876 | loss: 0.0309896 | val_loss: 0.0312723 | Time: 2225.07 ms
[2022-03-22 21:38:56 main:574] : INFO : Epoch 1877 | loss: 0.0309911 | val_loss: 0.0313419 | Time: 2233.77 ms
[2022-03-22 21:38:58 main:574] : INFO : Epoch 1878 | loss: 0.0309828 | val_loss: 0.0312821 | Time: 2176.46 ms
[2022-03-22 21:39:00 main:574] : INFO : Epoch 1879 | loss: 0.0309813 | val_loss: 0.0313406 | Time: 2262.66 ms
[2022-03-22 21:39:03 main:574] : INFO : Epoch 1880 | loss: 0.0309807 | val_loss: 0.0313476 | Time: 2267.75 ms
[2022-03-22 21:39:05 main:574] : INFO : Epoch 1881 | loss: 0.0309747 | val_loss: 0.0313374 | Time: 2217.68 ms
[2022-03-22 21:39:07 main:574] : INFO : Epoch 1882 | loss: 0.030982 | val_loss: 0.0313157 | Time: 2168.31 ms
[2022-03-22 21:39:09 main:574] : INFO : Epoch 1883 | loss: 0.0309853 | val_loss: 0.0313208 | Time: 2196.2 ms
[2022-03-22 21:39:12 main:574] : INFO : Epoch 1884 | loss: 0.0309821 | val_loss: 0.0313089 | Time: 2221.6 ms
[2022-03-22 21:39:14 main:574] : INFO : Epoch 1885 | loss: 0.0309889 | val_loss: 0.0313053 | Time: 2175.23 ms
[2022-03-22 21:39:16 main:574] : INFO : Epoch 1886 | loss: 0.0309839 | val_loss: 0.0313162 | Time: 2198.89 ms
[2022-03-22 21:39:18 main:574] : INFO : Epoch 1887 | loss: 0.0309841 | val_loss: 0.0313113 | Time: 2208.91 ms
[2022-03-22 21:39:20 main:574] : INFO : Epoch 1888 | loss: 0.0309835 | val_loss: 0.031314 | Time: 2202.59 ms
[2022-03-22 21:39:23 main:574] : INFO : Epoch 1889 | loss: 0.0309792 | val_loss: 0.0313053 | Time: 2205.1 ms
[2022-03-22 21:39:25 main:574] : INFO : Epoch 1890 | loss: 0.0309866 | val_loss: 0.0313402 | Time: 2307.29 ms
[2022-03-22 21:39:27 main:574] : INFO : Epoch 1891 | loss: 0.0309784 | val_loss: 0.0313158 | Time: 2270.93 ms
[2022-03-22 21:39:29 main:574] : INFO : Epoch 1892 | loss: 0.0309891 | val_loss: 0.0312888 | Time: 2178.89 ms
[2022-03-22 21:39:32 main:574] : INFO : Epoch 1893 | loss: 0.0309874 | val_loss: 0.0312871 | Time: 2201.71 ms
[2022-03-22 21:39:34 main:574] : INFO : Epoch 1894 | loss: 0.0309786 | val_loss: 0.0313248 | Time: 2211.75 ms
[2022-03-22 21:39:36 main:574] : INFO : Epoch 1895 | loss: 0.0309847 | val_loss: 0.0312907 | Time: 2245.75 ms
[2022-03-22 21:39:38 main:574] : INFO : Epoch 1896 | loss: 0.0309941 | val_loss: 0.031329 | Time: 2190.38 ms
[2022-03-22 21:39:40 main:574] : INFO : Epoch 1897 | loss: 0.0309875 | val_loss: 0.0313282 | Time: 2278.35 ms
[2022-03-22 21:39:43 main:574] : INFO : Epoch 1898 | loss: 0.030981 | val_loss: 0.0313169 | Time: 2196.69 ms
[2022-03-22 21:39:45 main:574] : INFO : Epoch 1899 | loss: 0.0309767 | val_loss: 0.0313121 | Time: 2226.93 ms
[2022-03-22 21:39:47 main:574] : INFO : Epoch 1900 | loss: 0.0309797 | val_loss: 0.0313019 | Time: 2275.25 ms
[2022-03-22 21:39:49 main:574] : INFO : Epoch 1901 | loss: 0.0309852 | val_loss: 0.0313409 | Time: 2199.77 ms
[2022-03-22 21:39:52 main:574] : INFO : Epoch 1902 | loss: 0.0309733 | val_loss: 0.0313181 | Time: 2166.67 ms
[2022-03-22 21:39:54 main:574] : INFO : Epoch 1903 | loss: 0.0309848 | val_loss: 0.0312884 | Time: 2255.67 ms
[2022-03-22 21:39:56 main:574] : INFO : Epoch 1904 | loss: 0.0309877 | val_loss: 0.0313106 | Time: 2171.42 ms
[2022-03-22 21:39:58 main:574] : INFO : Epoch 1905 | loss: 0.0309886 | val_loss: 0.0312995 | Time: 2221.18 ms
[2022-03-22 21:40:00 main:574] : INFO : Epoch 1906 | loss: 0.0309781 | val_loss: 0.0313241 | Time: 2236.54 ms
[2022-03-22 21:40:03 main:574] : INFO : Epoch 1907 | loss: 0.0309721 | val_loss: 0.031314 | Time: 2191.55 ms
[2022-03-22 21:40:05 main:574] : INFO : Epoch 1908 | loss: 0.0309747 | val_loss: 0.0312926 | Time: 2165.98 ms
[2022-03-22 21:40:07 main:574] : INFO : Epoch 1909 | loss: 0.0309794 | val_loss: 0.0313319 | Time: 2223.59 ms
[2022-03-22 21:40:09 main:574] : INFO : Epoch 1910 | loss: 0.030978 | val_loss: 0.0313082 | Time: 2268.97 ms
[2022-03-22 21:40:12 main:574] : INFO : Epoch 1911 | loss: 0.0309815 | val_loss: 0.0313098 | Time: 2239.73 ms
[2022-03-22 21:40:14 main:574] : INFO : Epoch 1912 | loss: 0.0309756 | val_loss: 0.0313291 | Time: 2223.81 ms
[2022-03-22 21:40:16 main:574] : INFO : Epoch 1913 | loss: 0.0309778 | val_loss: 0.0313149 | Time: 2178.13 ms
[2022-03-22 21:40:18 main:574] : INFO : Epoch 1914 | loss: 0.0309776 | val_loss: 0.031294 | Time: 2213.45 ms
[2022-03-22 21:40:20 main:574] : INFO : Epoch 1915 | loss: 0.0309774 | val_loss: 0.0312971 | Time: 2223.88 ms
[2022-03-22 21:40:23 main:574] : INFO : Epoch 1916 | loss: 0.0309818 | val_loss: 0.031345 | Time: 2183.8 ms
[2022-03-22 21:40:25 main:574] : INFO : Epoch 1917 | loss: 0.0309843 | val_loss: 0.0313 | Time: 2189.67 ms
[2022-03-22 21:40:27 main:574] : INFO : Epoch 1918 | loss: 0.030993 | val_loss: 0.0312896 | Time: 2224.58 ms
[2022-03-22 21:40:29 main:574] : INFO : Epoch 1919 | loss: 0.0309807 | val_loss: 0.0312974 | Time: 2299.78 ms
[2022-03-22 21:40:32 main:574] : INFO : Epoch 1920 | loss: 0.0309762 | val_loss: 0.0313195 | Time: 2255.84 ms
[2022-03-22 21:40:34 main:574] : INFO : Epoch 1921 | loss: 0.0309808 | val_loss: 0.0313105 | Time: 2184.11 ms
[2022-03-22 21:40:36 main:574] : INFO : Epoch 1922 | loss: 0.0309803 | val_loss: 0.0312868 | Time: 2221.93 ms
[2022-03-22 21:40:38 main:574] : INFO : Epoch 1923 | loss: 0.0309741 | val_loss: 0.0313131 | Time: 2235.04 ms
[2022-03-22 21:40:40 main:574] : INFO : Epoch 1924 | loss: 0.0309754 | val_loss: 0.0312939 | Time: 2151.81 ms
[2022-03-22 21:40:43 main:574] : INFO : Epoch 1925 | loss: 0.0309815 | val_loss: 0.0312792 | Time: 2252.46 ms
[2022-03-22 21:40:45 main:574] : INFO : Epoch 1926 | loss: 0.0309834 | val_loss: 0.0313221 | Time: 2234.54 ms
[2022-03-22 21:40:47 main:574] : INFO : Epoch 1927 | loss: 0.0309845 | val_loss: 0.0313102 | Time: 2205.34 ms
[2022-03-22 21:40:49 main:574] : INFO : Epoch 1928 | loss: 0.0309847 | val_loss: 0.0313123 | Time: 2248.41 ms
[2022-03-22 21:40:52 main:574] : INFO : Epoch 1929 | loss: 0.0309861 | val_loss: 0.0313199 | Time: 2243.94 ms
[2022-03-22 21:40:54 main:574] : INFO : Epoch 1930 | loss: 0.0309764 | val_loss: 0.0313495 | Time: 2195.87 ms
[2022-03-22 21:40:56 main:574] : INFO : Epoch 1931 | loss: 0.030983 | val_loss: 0.0313371 | Time: 2221.17 ms
[2022-03-22 21:40:58 main:574] : INFO : Epoch 1932 | loss: 0.0309933 | val_loss: 0.0313272 | Time: 2241.63 ms
[2022-03-22 21:41:01 main:574] : INFO : Epoch 1933 | loss: 0.0310051 | val_loss: 0.031283 | Time: 2193.14 ms
[2022-03-22 21:41:03 main:574] : INFO : Epoch 1934 | loss: 0.0309944 | val_loss: 0.031346 | Time: 2197.98 ms
[2022-03-22 21:41:05 main:574] : INFO : Epoch 1935 | loss: 0.0309822 | val_loss: 0.0313382 | Time: 2176.91 ms
[2022-03-22 21:41:07 main:574] : INFO : Epoch 1936 | loss: 0.0309784 | val_loss: 0.0312943 | Time: 2340.59 ms
[2022-03-22 21:41:10 main:574] : INFO : Epoch 1937 | loss: 0.0309865 | val_loss: 0.0312856 | Time: 2230.98 ms
[2022-03-22 21:41:12 main:574] : INFO : Epoch 1938 | loss: 0.0309855 | val_loss: 0.0313288 | Time: 2281.34 ms
[2022-03-22 21:41:14 main:574] : INFO : Epoch 1939 | loss: 0.0309827 | val_loss: 0.0313023 | Time: 2288.67 ms
[2022-03-22 21:41:16 main:574] : INFO : Epoch 1940 | loss: 0.0309832 | val_loss: 0.0313015 | Time: 2205.8 ms
[2022-03-22 21:41:19 main:574] : INFO : Epoch 1941 | loss: 0.0309889 | val_loss: 0.0313391 | Time: 2229.06 ms
[2022-03-22 21:41:21 main:574] : INFO : Epoch 1942 | loss: 0.0309883 | val_loss: 0.0312836 | Time: 2240.63 ms
[2022-03-22 21:41:23 main:574] : INFO : Epoch 1943 | loss: 0.0309886 | val_loss: 0.0313415 | Time: 2269.35 ms
[2022-03-22 21:41:25 main:574] : INFO : Epoch 1944 | loss: 0.0309881 | val_loss: 0.0313449 | Time: 2196.44 ms
[2022-03-22 21:41:27 main:574] : INFO : Epoch 1945 | loss: 0.0309961 | val_loss: 0.0313143 | Time: 2190.19 ms
[2022-03-22 21:41:30 main:574] : INFO : Epoch 1946 | loss: 0.03101 | val_loss: 0.0313063 | Time: 2187.19 ms
[2022-03-22 21:41:32 main:574] : INFO : Epoch 1947 | loss: 0.030986 | val_loss: 0.0313179 | Time: 2216.92 ms
[2022-03-22 21:41:34 main:574] : INFO : Epoch 1948 | loss: 0.0309832 | val_loss: 0.031271 | Time: 2241.2 ms
[2022-03-22 21:41:36 main:574] : INFO : Epoch 1949 | loss: 0.0309854 | val_loss: 0.0313291 | Time: 2218.54 ms
[2022-03-22 21:41:39 main:574] : INFO : Epoch 1950 | loss: 0.0309866 | val_loss: 0.0313366 | Time: 2164.45 ms
[2022-03-22 21:41:41 main:574] : INFO : Epoch 1951 | loss: 0.0309823 | val_loss: 0.0313238 | Time: 2239.42 ms
[2022-03-22 21:41:43 main:574] : INFO : Epoch 1952 | loss: 0.0309857 | val_loss: 0.0312789 | Time: 2201.41 ms
[2022-03-22 21:41:45 main:574] : INFO : Epoch 1953 | loss: 0.0309877 | val_loss: 0.031315 | Time: 2238.22 ms
[2022-03-22 21:41:47 main:574] : INFO : Epoch 1954 | loss: 0.0309866 | val_loss: 0.0313141 | Time: 2219.63 ms
[2022-03-22 21:41:50 main:574] : INFO : Epoch 1955 | loss: 0.0309839 | val_loss: 0.0312926 | Time: 2200.04 ms
[2022-03-22 21:41:52 main:574] : INFO : Epoch 1956 | loss: 0.0309749 | val_loss: 0.0313202 | Time: 2248.74 ms
[2022-03-22 21:41:54 main:574] : INFO : Epoch 1957 | loss: 0.0309747 | val_loss: 0.0313244 | Time: 2241.98 ms
[2022-03-22 21:41:56 main:574] : INFO : Epoch 1958 | loss: 0.0309758 | val_loss: 0.0312971 | Time: 2266.56 ms
[2022-03-22 21:41:59 main:574] : INFO : Epoch 1959 | loss: 0.0309807 | val_loss: 0.0312861 | Time: 2216 ms
[2022-03-22 21:42:01 main:574] : INFO : Epoch 1960 | loss: 0.0309831 | val_loss: 0.0313272 | Time: 2186.46 ms
[2022-03-22 21:42:06 main:574] : INFO : Epoch 1961 | loss: 0.0309776 | val_loss: 0.0313176 | Time: 5113.57 ms
[2022-03-22 21:42:09 main:574] : INFO : Epoch 1962 | loss: 0.0309782 | val_loss: 0.0313054 | Time: 2868.82 ms
[2022-03-22 21:43:04 main:574] : INFO : Epoch 1963 | loss: 0.0309869 | val_loss: 0.0312901 | Time: 55113.1 ms
[2022-03-22 21:43:06 main:574] : INFO : Epoch 1964 | loss: 0.0309954 | val_loss: 0.0312966 | Time: 2214.98 ms
[2022-03-22 21:43:09 main:574] : INFO : Epoch 1965 | loss: 0.030986 | val_loss: 0.0313175 | Time: 2328.78 ms
[2022-03-22 21:43:11 main:574] : INFO : Epoch 1966 | loss: 0.0309809 | val_loss: 0.0312951 | Time: 2204.1 ms
[2022-03-22 21:43:13 main:574] : INFO : Epoch 1967 | loss: 0.0309764 | val_loss: 0.0313321 | Time: 2182.31 ms
[2022-03-22 21:43:15 main:574] : INFO : Epoch 1968 | loss: 0.0309895 | val_loss: 0.0313232 | Time: 2276.84 ms
[2022-03-22 21:43:17 main:574] : INFO : Epoch 1969 | loss: 0.0309829 | val_loss: 0.0313233 | Time: 2227.68 ms
[2022-03-22 21:43:20 main:574] : INFO : Epoch 1970 | loss: 0.0309906 | val_loss: 0.0313048 | Time: 2308.75 ms
[2022-03-22 21:43:22 main:574] : INFO : Epoch 1971 | loss: 0.030984 | val_loss: 0.0313032 | Time: 2221.35 ms
[2022-03-22 21:43:24 main:574] : INFO : Epoch 1972 | loss: 0.0309799 | val_loss: 0.0313305 | Time: 2267.74 ms
[2022-03-22 21:43:27 main:574] : INFO : Epoch 1973 | loss: 0.0309766 | val_loss: 0.0313348 | Time: 2368.65 ms
[2022-03-22 21:43:29 main:574] : INFO : Epoch 1974 | loss: 0.030976 | val_loss: 0.031332 | Time: 2301.51 ms
[2022-03-22 21:43:31 main:574] : INFO : Epoch 1975 | loss: 0.0309753 | val_loss: 0.031302 | Time: 2272.09 ms
[2022-03-22 21:43:34 main:574] : INFO : Epoch 1976 | loss: 0.0309753 | val_loss: 0.031307 | Time: 2296.73 ms
[2022-03-22 21:43:36 main:574] : INFO : Epoch 1977 | loss: 0.0309779 | val_loss: 0.0313357 | Time: 2332.09 ms
[2022-03-22 21:43:38 main:574] : INFO : Epoch 1978 | loss: 0.0309804 | val_loss: 0.0313138 | Time: 2339.41 ms
[2022-03-22 21:43:41 main:574] : INFO : Epoch 1979 | loss: 0.0309722 | val_loss: 0.0312987 | Time: 2315.45 ms
[2022-03-22 21:43:43 main:574] : INFO : Epoch 1980 | loss: 0.0309768 | val_loss: 0.0313376 | Time: 2317.64 ms
[2022-03-22 21:43:45 main:574] : INFO : Epoch 1981 | loss: 0.0309814 | val_loss: 0.0312956 | Time: 2241.51 ms
[2022-03-22 21:43:47 main:574] : INFO : Epoch 1982 | loss: 0.0309862 | val_loss: 0.0313428 | Time: 2264.3 ms
[2022-03-22 21:43:50 main:574] : INFO : Epoch 1983 | loss: 0.0309865 | val_loss: 0.0313012 | Time: 2294.17 ms
[2022-03-22 21:43:52 main:574] : INFO : Epoch 1984 | loss: 0.0309808 | val_loss: 0.0313307 | Time: 2301.38 ms
[2022-03-22 21:43:56 main:574] : INFO : Epoch 1985 | loss: 0.0309819 | val_loss: 0.0312925 | Time: 3579.29 ms
[2022-03-22 21:43:58 main:574] : INFO : Epoch 1986 | loss: 0.0309858 | val_loss: 0.0313341 | Time: 2474.75 ms
[2022-03-22 21:44:01 main:574] : INFO : Epoch 1987 | loss: 0.0309855 | val_loss: 0.0312812 | Time: 2860.46 ms
[2022-03-22 21:44:04 main:574] : INFO : Epoch 1988 | loss: 0.0309802 | val_loss: 0.0313391 | Time: 3384.41 ms
[2022-03-22 21:44:27 main:574] : INFO : Epoch 1989 | loss: 0.0309772 | val_loss: 0.0313196 | Time: 22987.2 ms
[2022-03-22 21:44:30 main:574] : INFO : Epoch 1990 | loss: 0.0309817 | val_loss: 0.0313082 | Time: 2285.58 ms
[2022-03-22 21:44:32 main:574] : INFO : Epoch 1991 | loss: 0.0309916 | val_loss: 0.0313324 | Time: 2220.63 ms
[2022-03-22 21:44:34 main:574] : INFO : Epoch 1992 | loss: 0.0309796 | val_loss: 0.0312999 | Time: 2226.22 ms
[2022-03-22 21:44:36 main:574] : INFO : Epoch 1993 | loss: 0.0309851 | val_loss: 0.0312782 | Time: 2294.97 ms
[2022-03-22 21:44:39 main:574] : INFO : Epoch 1994 | loss: 0.0309854 | val_loss: 0.0313257 | Time: 2590.65 ms
[2022-03-22 21:44:41 main:574] : INFO : Epoch 1995 | loss: 0.0309774 | val_loss: 0.0313097 | Time: 2477.1 ms
[2022-03-22 21:44:44 main:574] : INFO : Epoch 1996 | loss: 0.0309792 | val_loss: 0.0313089 | Time: 2410.6 ms
[2022-03-22 21:44:47 main:574] : INFO : Epoch 1997 | loss: 0.0309801 | val_loss: 0.0313512 | Time: 3067.19 ms
[2022-03-22 21:44:50 main:574] : INFO : Epoch 1998 | loss: 0.0309961 | val_loss: 0.0312692 | Time: 3255.92 ms
[2022-03-22 21:44:53 main:574] : INFO : Epoch 1999 | loss: 0.0309916 | val_loss: 0.0312761 | Time: 2582.92 ms
[2022-03-22 21:45:06 main:574] : INFO : Epoch 2000 | loss: 0.0309914 | val_loss: 0.0313149 | Time: 12886.2 ms
[2022-03-22 21:45:08 main:574] : INFO : Epoch 2001 | loss: 0.0309785 | val_loss: 0.0313051 | Time: 2604.39 ms
[2022-03-22 21:45:11 main:574] : INFO : Epoch 2002 | loss: 0.0309782 | val_loss: 0.0313057 | Time: 2404.19 ms
[2022-03-22 21:45:14 main:574] : INFO : Epoch 2003 | loss: 0.0309899 | val_loss: 0.0313173 | Time: 2927.64 ms
[2022-03-22 21:45:26 main:574] : INFO : Epoch 2004 | loss: 0.0309791 | val_loss: 0.0313299 | Time: 12309.7 ms
[2022-03-22 21:45:28 main:574] : INFO : Epoch 2005 | loss: 0.030983 | val_loss: 0.0313046 | Time: 2168.75 ms
[2022-03-22 21:45:30 main:574] : INFO : Epoch 2006 | loss: 0.0309833 | val_loss: 0.0313288 | Time: 2363.69 ms
[2022-03-22 21:45:33 main:574] : INFO : Epoch 2007 | loss: 0.0309856 | val_loss: 0.0312806 | Time: 2685.25 ms
[2022-03-22 21:45:36 main:574] : INFO : Epoch 2008 | loss: 0.0309817 | val_loss: 0.0313119 | Time: 2962.68 ms
[2022-03-22 21:45:39 main:574] : INFO : Epoch 2009 | loss: 0.0309921 | val_loss: 0.031265 | Time: 2860.43 ms
[2022-03-22 21:45:42 main:574] : INFO : Epoch 2010 | loss: 0.0309886 | val_loss: 0.0313019 | Time: 2825.39 ms
[2022-03-22 21:45:44 main:574] : INFO : Epoch 2011 | loss: 0.0309775 | val_loss: 0.0312936 | Time: 2498.86 ms
[2022-03-22 21:45:57 main:574] : INFO : Epoch 2012 | loss: 0.0309812 | val_loss: 0.0313006 | Time: 12497 ms
[2022-03-22 21:45:59 main:574] : INFO : Epoch 2013 | loss: 0.0309822 | val_loss: 0.0313056 | Time: 2326.9 ms
[2022-03-22 21:46:01 main:574] : INFO : Epoch 2014 | loss: 0.0309761 | val_loss: 0.03135 | Time: 2279.16 ms
[2022-03-22 21:46:04 main:574] : INFO : Epoch 2015 | loss: 0.0309831 | val_loss: 0.0312983 | Time: 2701.6 ms
[2022-03-22 21:46:07 main:574] : INFO : Epoch 2016 | loss: 0.0309801 | val_loss: 0.0313058 | Time: 2654.94 ms
[2022-03-22 21:46:09 main:574] : INFO : Epoch 2017 | loss: 0.0309799 | val_loss: 0.0313494 | Time: 2355.62 ms
[2022-03-22 21:46:12 main:574] : INFO : Epoch 2018 | loss: 0.0309853 | val_loss: 0.0312938 | Time: 2760.56 ms
[2022-03-22 21:46:15 main:574] : INFO : Epoch 2019 | loss: 0.0309799 | val_loss: 0.0313377 | Time: 2696.85 ms
[2022-03-22 21:46:28 main:574] : INFO : Epoch 2020 | loss: 0.0309746 | val_loss: 0.0313212 | Time: 12987.4 ms
[2022-03-22 21:46:30 main:574] : INFO : Epoch 2021 | loss: 0.0309829 | val_loss: 0.0313347 | Time: 2771.7 ms
[2022-03-22 21:46:33 main:574] : INFO : Epoch 2022 | loss: 0.0309858 | val_loss: 0.0313172 | Time: 2811.93 ms
[2022-03-22 21:46:46 main:574] : INFO : Epoch 2023 | loss: 0.0309774 | val_loss: 0.0313092 | Time: 12864.8 ms
[2022-03-22 21:46:48 main:574] : INFO : Epoch 2024 | loss: 0.0309785 | val_loss: 0.0313018 | Time: 2365.38 ms
[2022-03-22 21:46:51 main:574] : INFO : Epoch 2025 | loss: 0.0309837 | val_loss: 0.0313177 | Time: 2420.21 ms
[2022-03-22 21:46:53 main:574] : INFO : Epoch 2026 | loss: 0.030996 | val_loss: 0.0312649 | Time: 2509.73 ms
[2022-03-22 21:46:56 main:574] : INFO : Epoch 2027 | loss: 0.0309941 | val_loss: 0.0312788 | Time: 2457.03 ms
[2022-03-22 21:46:58 main:574] : INFO : Epoch 2028 | loss: 0.0309857 | val_loss: 0.0312964 | Time: 2485.94 ms
[2022-03-22 21:47:01 main:574] : INFO : Epoch 2029 | loss: 0.0309819 | val_loss: 0.0313209 | Time: 2381.19 ms
[2022-03-22 21:47:04 main:574] : INFO : Epoch 2030 | loss: 0.0309869 | val_loss: 0.0313037 | Time: 2873.79 ms
[2022-03-22 21:47:06 main:574] : INFO : Epoch 2031 | loss: 0.0309856 | val_loss: 0.0313149 | Time: 2404.6 ms
[2022-03-22 21:47:09 main:574] : INFO : Epoch 2032 | loss: 0.0309832 | val_loss: 0.031317 | Time: 2700.64 ms
[2022-03-22 21:47:11 main:574] : INFO : Epoch 2033 | loss: 0.030981 | val_loss: 0.031313 | Time: 2417.48 ms
[2022-03-22 21:47:14 main:574] : INFO : Epoch 2034 | loss: 0.0309806 | val_loss: 0.0313031 | Time: 2409.24 ms
[2022-03-22 21:47:16 main:574] : INFO : Epoch 2035 | loss: 0.0309838 | val_loss: 0.0313234 | Time: 2474.2 ms
[2022-03-22 21:47:18 main:574] : INFO : Epoch 2036 | loss: 0.0309813 | val_loss: 0.0313028 | Time: 2453.58 ms
[2022-03-22 21:47:21 main:574] : INFO : Epoch 2037 | loss: 0.0309791 | val_loss: 0.0313351 | Time: 2401.75 ms
[2022-03-22 21:47:23 main:574] : INFO : Epoch 2038 | loss: 0.0309786 | val_loss: 0.0313256 | Time: 2374.1 ms
[2022-03-22 21:47:26 main:574] : INFO : Epoch 2039 | loss: 0.0309771 | val_loss: 0.031309 | Time: 2421.62 ms
[2022-03-22 21:47:28 main:574] : INFO : Epoch 2040 | loss: 0.0309805 | val_loss: 0.0312839 | Time: 2505.46 ms
[2022-03-22 21:47:31 main:574] : INFO : Epoch 2041 | loss: 0.0309834 | val_loss: 0.0313379 | Time: 2351.06 ms
[2022-03-22 21:47:33 main:574] : INFO : Epoch 2042 | loss: 0.0309906 | val_loss: 0.0313513 | Time: 2430.23 ms
[2022-03-22 21:47:35 main:574] : INFO : Epoch 2043 | loss: 0.0310027 | val_loss: 0.0313137 | Time: 2435.06 ms
[2022-03-22 21:47:38 main:574] : INFO : Epoch 2044 | loss: 0.0309862 | val_loss: 0.0312961 | Time: 2446.82 ms
[2022-03-22 21:47:40 main:574] : INFO : Epoch 2045 | loss: 0.030981 | val_loss: 0.0313242 | Time: 2258.59 ms
[2022-03-22 21:47:42 main:574] : INFO : Epoch 2046 | loss: 0.0309789 | val_loss: 0.0313307 | Time: 2282.25 ms
[2022-03-22 21:47:45 main:574] : INFO : Epoch 2047 | loss: 0.0309837 | val_loss: 0.0313009 | Time: 2196.71 ms
[2022-03-22 21:47:47 main:574] : INFO : Epoch 2048 | loss: 0.03098 | val_loss: 0.0312935 | Time: 2224.02 ms
[2022-03-22 21:47:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312935
[2022-03-22 21:47:47 main:603] : INFO : Saving end state to config to file
[2022-03-22 21:47:47 main:608] : INFO : Success, exiting..
21:47:47 (15436): 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)