Task 8312885
| Name | ParityModified-1634618755-23366-0_1 |
| Workunit | 5753187 |
| Created | 22 Oct 2021, 14:24:12 UTC |
| Sent | 22 Oct 2021, 15:53:20 UTC |
| Report deadline | 30 Oct 2021, 15:53:20 UTC |
| Received | 22 Oct 2021, 18:19:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 24 min 59 sec |
| CPU time | 1 hours 19 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311467 | val_loss: 0.0311872 | Time: 2486.15 ms
[2021-10-22 18:58:46 main:574] : INFO : Epoch 1543 | loss: 0.0311467 | val_loss: 0.0311904 | Time: 2468.43 ms
[2021-10-22 18:58:48 main:574] : INFO : Epoch 1544 | loss: 0.031148 | val_loss: 0.031198 | Time: 2392.84 ms
[2021-10-22 18:58:51 main:574] : INFO : Epoch 1545 | loss: 0.0311489 | val_loss: 0.0311978 | Time: 2690.47 ms
[2021-10-22 18:58:53 main:574] : INFO : Epoch 1546 | loss: 0.0311482 | val_loss: 0.0311875 | Time: 2464.86 ms
[2021-10-22 18:58:56 main:574] : INFO : Epoch 1547 | loss: 0.0311482 | val_loss: 0.0311832 | Time: 2359.75 ms
[2021-10-22 18:58:58 main:574] : INFO : Epoch 1548 | loss: 0.0311463 | val_loss: 0.0311868 | Time: 2339.91 ms
[2021-10-22 18:59:00 main:574] : INFO : Epoch 1549 | loss: 0.0311439 | val_loss: 0.0311875 | Time: 2353.99 ms
[2021-10-22 18:59:03 main:574] : INFO : Epoch 1550 | loss: 0.0311446 | val_loss: 0.0311922 | Time: 2366.47 ms
[2021-10-22 18:59:05 main:574] : INFO : Epoch 1551 | loss: 0.031145 | val_loss: 0.0311864 | Time: 2468.91 ms
[2021-10-22 18:59:08 main:574] : INFO : Epoch 1552 | loss: 0.0311433 | val_loss: 0.0311906 | Time: 2371.37 ms
[2021-10-22 18:59:10 main:574] : INFO : Epoch 1553 | loss: 0.0311451 | val_loss: 0.0311908 | Time: 2423.76 ms
[2021-10-22 18:59:13 main:574] : INFO : Epoch 1554 | loss: 0.0311439 | val_loss: 0.0311922 | Time: 2571.98 ms
[2021-10-22 18:59:15 main:574] : INFO : Epoch 1555 | loss: 0.0311425 | val_loss: 0.0311884 | Time: 2752.1 ms
[2021-10-22 18:59:18 main:574] : INFO : Epoch 1556 | loss: 0.0311405 | val_loss: 0.0311928 | Time: 2422.56 ms
[2021-10-22 18:59:20 main:574] : INFO : Epoch 1557 | loss: 0.031146 | val_loss: 0.0311898 | Time: 2447.43 ms
[2021-10-22 18:59:23 main:574] : INFO : Epoch 1558 | loss: 0.0311411 | val_loss: 0.0311881 | Time: 2388.13 ms
[2021-10-22 18:59:25 main:574] : INFO : Epoch 1559 | loss: 0.03114 | val_loss: 0.0311936 | Time: 2285.26 ms
[2021-10-22 18:59:27 main:574] : INFO : Epoch 1560 | loss: 0.0311394 | val_loss: 0.031192 | Time: 2428.37 ms
[2021-10-22 18:59:30 main:574] : INFO : Epoch 1561 | loss: 0.0311426 | val_loss: 0.031195 | Time: 2338.44 ms
[2021-10-22 18:59:32 main:574] : INFO : Epoch 1562 | loss: 0.0311404 | val_loss: 0.0311898 | Time: 2451.54 ms
[2021-10-22 18:59:35 main:574] : INFO : Epoch 1563 | loss: 0.0311408 | val_loss: 0.0311872 | Time: 2413.1 ms
[2021-10-22 18:59:37 main:574] : INFO : Epoch 1564 | loss: 0.0311388 | val_loss: 0.031194 | Time: 2451.67 ms
[2021-10-22 18:59:40 main:574] : INFO : Epoch 1565 | loss: 0.0311417 | val_loss: 0.0311905 | Time: 2494.22 ms
[2021-10-22 18:59:42 main:574] : INFO : Epoch 1566 | loss: 0.0311409 | val_loss: 0.0311893 | Time: 2434.94 ms
[2021-10-22 18:59:45 main:574] : INFO : Epoch 1567 | loss: 0.0311407 | val_loss: 0.0311904 | Time: 2497.02 ms
[2021-10-22 18:59:47 main:574] : INFO : Epoch 1568 | loss: 0.0311426 | val_loss: 0.0311969 | Time: 2380.23 ms
[2021-10-22 18:59:49 main:574] : INFO : Epoch 1569 | loss: 0.0311454 | val_loss: 0.0311853 | Time: 2367.12 ms
[2021-10-22 18:59:52 main:574] : INFO : Epoch 1570 | loss: 0.03114 | val_loss: 0.0311938 | Time: 2265.24 ms
[2021-10-22 18:59:54 main:574] : INFO : Epoch 1571 | loss: 0.0311381 | val_loss: 0.0311955 | Time: 2338.21 ms
[2021-10-22 18:59:56 main:574] : INFO : Epoch 1572 | loss: 0.0311395 | val_loss: 0.0311969 | Time: 2372.27 ms
[2021-10-22 18:59:59 main:574] : INFO : Epoch 1573 | loss: 0.0311384 | val_loss: 0.03119 | Time: 2415.95 ms
[2021-10-22 19:00:01 main:574] : INFO : Epoch 1574 | loss: 0.0311381 | val_loss: 0.0311951 | Time: 2423.35 ms
[2021-10-22 19:00:04 main:574] : INFO : Epoch 1575 | loss: 0.0311377 | val_loss: 0.0311968 | Time: 2519.32 ms
[2021-10-22 19:00:06 main:574] : INFO : Epoch 1576 | loss: 0.0311415 | val_loss: 0.0311869 | Time: 2459.67 ms
[2021-10-22 19:00:09 main:574] : INFO : Epoch 1577 | loss: 0.031138 | val_loss: 0.0311926 | Time: 2430.72 ms
[2021-10-22 19:00:11 main:574] : INFO : Epoch 1578 | loss: 0.0311374 | val_loss: 0.0311958 | Time: 2489.53 ms
[2021-10-22 19:00:14 main:574] : INFO : Epoch 1579 | loss: 0.0311401 | val_loss: 0.0311915 | Time: 2402.74 ms
[2021-10-22 19:00:16 main:574] : INFO : Epoch 1580 | loss: 0.0311374 | val_loss: 0.0311945 | Time: 2341.86 ms
[2021-10-22 19:00:18 main:574] : INFO : Epoch 1581 | loss: 0.0311364 | val_loss: 0.0311919 | Time: 2318.51 ms
[2021-10-22 19:00:21 main:574] : INFO : Epoch 1582 | loss: 0.0311365 | val_loss: 0.0311991 | Time: 2370.71 ms
[2021-10-22 19:00:23 main:574] : INFO : Epoch 1583 | loss: 0.0311358 | val_loss: 0.0312002 | Time: 2379.8 ms
[2021-10-22 19:00:25 main:574] : INFO : Epoch 1584 | loss: 0.031137 | val_loss: 0.0311955 | Time: 2408.99 ms
[2021-10-22 19:00:28 main:574] : INFO : Epoch 1585 | loss: 0.031136 | val_loss: 0.0311961 | Time: 2399.95 ms
[2021-10-22 19:00:30 main:574] : INFO : Epoch 1586 | loss: 0.0311342 | val_loss: 0.0311963 | Time: 2652.55 ms
[2021-10-22 19:00:33 main:574] : INFO : Epoch 1587 | loss: 0.031136 | val_loss: 0.0311985 | Time: 2448.36 ms
[2021-10-22 19:00:35 main:574] : INFO : Epoch 1588 | loss: 0.0311353 | val_loss: 0.0311986 | Time: 2434.65 ms
[2021-10-22 19:00:38 main:574] : INFO : Epoch 1589 | loss: 0.0311319 | val_loss: 0.0311956 | Time: 2539.24 ms
[2021-10-22 19:00:40 main:574] : INFO : Epoch 1590 | loss: 0.0311346 | val_loss: 0.0312018 | Time: 2365.52 ms
[2021-10-22 19:00:43 main:574] : INFO : Epoch 1591 | loss: 0.0311365 | val_loss: 0.0311994 | Time: 2328.21 ms
[2021-10-22 19:00:45 main:574] : INFO : Epoch 1592 | loss: 0.0311333 | val_loss: 0.0312007 | Time: 2332.96 ms
[2021-10-22 19:00:47 main:574] : INFO : Epoch 1593 | loss: 0.0311322 | val_loss: 0.0312021 | Time: 2386.46 ms
[2021-10-22 19:00:50 main:574] : INFO : Epoch 1594 | loss: 0.0311333 | val_loss: 0.031194 | Time: 2346.66 ms
[2021-10-22 19:00:52 main:574] : INFO : Epoch 1595 | loss: 0.0311365 | val_loss: 0.0312018 | Time: 2402.55 ms
[2021-10-22 19:00:54 main:574] : INFO : Epoch 1596 | loss: 0.0311417 | val_loss: 0.0312036 | Time: 2434.12 ms
[2021-10-22 19:00:57 main:574] : INFO : Epoch 1597 | loss: 0.0311384 | val_loss: 0.0312103 | Time: 2486.85 ms
[2021-10-22 19:00:59 main:574] : INFO : Epoch 1598 | loss: 0.0311359 | val_loss: 0.0311942 | Time: 2428.36 ms
[2021-10-22 19:01:02 main:574] : INFO : Epoch 1599 | loss: 0.0311355 | val_loss: 0.0312106 | Time: 2433.04 ms
[2021-10-22 19:01:04 main:574] : INFO : Epoch 1600 | loss: 0.0311321 | val_loss: 0.0311982 | Time: 2440.66 ms
[2021-10-22 19:01:07 main:574] : INFO : Epoch 1601 | loss: 0.0311301 | val_loss: 0.0312027 | Time: 2424.76 ms
[2021-10-22 19:01:09 main:574] : INFO : Epoch 1602 | loss: 0.0311306 | val_loss: 0.0311941 | Time: 2305.93 ms
[2021-10-22 19:01:11 main:574] : INFO : Epoch 1603 | loss: 0.0311309 | val_loss: 0.0312004 | Time: 2289.4 ms
[2021-10-22 19:01:14 main:574] : INFO : Epoch 1604 | loss: 0.0311335 | val_loss: 0.0311979 | Time: 2332.75 ms
[2021-10-22 19:01:16 main:574] : INFO : Epoch 1605 | loss: 0.0311306 | val_loss: 0.0311956 | Time: 2340.64 ms
[2021-10-22 19:01:18 main:574] : INFO : Epoch 1606 | loss: 0.0311369 | val_loss: 0.0311962 | Time: 2393.79 ms
[2021-10-22 19:01:21 main:574] : INFO : Epoch 1607 | loss: 0.0311347 | val_loss: 0.0312007 | Time: 2386.98 ms
[2021-10-22 19:01:23 main:574] : INFO : Epoch 1608 | loss: 0.0311336 | val_loss: 0.0312016 | Time: 2423.7 ms
[2021-10-22 19:01:26 main:574] : INFO : Epoch 1609 | loss: 0.031132 | val_loss: 0.0312023 | Time: 2420.47 ms
[2021-10-22 19:01:28 main:574] : INFO : Epoch 1610 | loss: 0.031129 | val_loss: 0.0312058 | Time: 2527.11 ms
[2021-10-22 19:01:31 main:574] : INFO : Epoch 1611 | loss: 0.0311284 | val_loss: 0.0311999 | Time: 2440.04 ms
[2021-10-22 19:01:33 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311951 | Time: 2400.12 ms
[2021-10-22 19:01:35 main:574] : INFO : Epoch 1613 | loss: 0.0311294 | val_loss: 0.0311984 | Time: 2310.8 ms
[2021-10-22 19:01:38 main:574] : INFO : Epoch 1614 | loss: 0.0311302 | val_loss: 0.0312005 | Time: 2362.47 ms
[2021-10-22 19:01:40 main:574] : INFO : Epoch 1615 | loss: 0.0311294 | val_loss: 0.0311956 | Time: 2372.44 ms
[2021-10-22 19:01:43 main:574] : INFO : Epoch 1616 | loss: 0.0311289 | val_loss: 0.0311995 | Time: 2183.45 ms
[2021-10-22 19:01:45 main:574] : INFO : Epoch 1617 | loss: 0.0311275 | val_loss: 0.0311996 | Time: 2395.25 ms
[2021-10-22 19:01:47 main:574] : INFO : Epoch 1618 | loss: 0.0311274 | val_loss: 0.0312011 | Time: 2408.18 ms
[2021-10-22 19:01:50 main:574] : INFO : Epoch 1619 | loss: 0.0311346 | val_loss: 0.0312032 | Time: 2517.35 ms
[2021-10-22 19:01:52 main:574] : INFO : Epoch 1620 | loss: 0.0311358 | val_loss: 0.0311987 | Time: 2383.98 ms
[2021-10-22 19:01:55 main:574] : INFO : Epoch 1621 | loss: 0.0311292 | val_loss: 0.031199 | Time: 2389.72 ms
[2021-10-22 19:01:57 main:574] : INFO : Epoch 1622 | loss: 0.0311296 | val_loss: 0.0311959 | Time: 2422.11 ms
[2021-10-22 19:02:00 main:574] : INFO : Epoch 1623 | loss: 0.0311296 | val_loss: 0.0312022 | Time: 2388.73 ms
[2021-10-22 19:02:02 main:574] : INFO : Epoch 1624 | loss: 0.0311258 | val_loss: 0.0312072 | Time: 2320.04 ms
[2021-10-22 19:02:04 main:574] : INFO : Epoch 1625 | loss: 0.0311282 | val_loss: 0.0312058 | Time: 2306.72 ms
[2021-10-22 19:02:07 main:574] : INFO : Epoch 1626 | loss: 0.0311308 | val_loss: 0.0312077 | Time: 2477.16 ms
[2021-10-22 19:02:09 main:574] : INFO : Epoch 1627 | loss: 0.0311356 | val_loss: 0.0311942 | Time: 2341.73 ms
[2021-10-22 19:02:11 main:574] : INFO : Epoch 1628 | loss: 0.031136 | val_loss: 0.0312073 | Time: 2411.17 ms
[2021-10-22 19:02:14 main:574] : INFO : Epoch 1629 | loss: 0.0311291 | val_loss: 0.0311927 | Time: 2401.14 ms
[2021-10-22 19:02:16 main:574] : INFO : Epoch 1630 | loss: 0.0311281 | val_loss: 0.0312016 | Time: 2538.36 ms
[2021-10-22 19:02:19 main:574] : INFO : Epoch 1631 | loss: 0.0311272 | val_loss: 0.0311986 | Time: 2436.33 ms
[2021-10-22 19:02:21 main:574] : INFO : Epoch 1632 | loss: 0.0311289 | val_loss: 0.0311973 | Time: 2401.69 ms
[2021-10-22 19:02:24 main:574] : INFO : Epoch 1633 | loss: 0.0311288 | val_loss: 0.0312038 | Time: 2530.28 ms
[2021-10-22 19:02:26 main:574] : INFO : Epoch 1634 | loss: 0.0311298 | val_loss: 0.0311925 | Time: 2531.56 ms
[2021-10-22 19:02:29 main:574] : INFO : Epoch 1635 | loss: 0.0311319 | val_loss: 0.0312012 | Time: 2392.45 ms
[2021-10-22 19:02:31 main:574] : INFO : Epoch 1636 | loss: 0.0311308 | val_loss: 0.03121 | Time: 2260.85 ms
[2021-10-22 19:02:33 main:574] : INFO : Epoch 1637 | loss: 0.0311274 | val_loss: 0.0312042 | Time: 2393.54 ms
[2021-10-22 19:02:36 main:574] : INFO : Epoch 1638 | loss: 0.0311236 | val_loss: 0.0312081 | Time: 2358.72 ms
[2021-10-22 19:02:38 main:574] : INFO : Epoch 1639 | loss: 0.0311236 | val_loss: 0.0312098 | Time: 2470.49 ms
[2021-10-22 19:02:41 main:574] : INFO : Epoch 1640 | loss: 0.0311256 | val_loss: 0.0312008 | Time: 2388.34 ms
[2021-10-22 19:02:43 main:574] : INFO : Epoch 1641 | loss: 0.0311257 | val_loss: 0.031211 | Time: 2471.98 ms
[2021-10-22 19:02:46 main:574] : INFO : Epoch 1642 | loss: 0.0311261 | val_loss: 0.0312117 | Time: 2414.31 ms
[2021-10-22 19:02:48 main:574] : INFO : Epoch 1643 | loss: 0.0311223 | val_loss: 0.0312024 | Time: 2424.25 ms
[2021-10-22 19:02:50 main:574] : INFO : Epoch 1644 | loss: 0.0311298 | val_loss: 0.0312102 | Time: 2409.45 ms
[2021-10-22 19:02:53 main:574] : INFO : Epoch 1645 | loss: 0.0311284 | val_loss: 0.0312057 | Time: 2335.6 ms
[2021-10-22 19:02:55 main:574] : INFO : Epoch 1646 | loss: 0.031124 | val_loss: 0.0311976 | Time: 2319.99 ms
[2021-10-22 19:02:57 main:574] : INFO : Epoch 1647 | loss: 0.0311289 | val_loss: 0.0312099 | Time: 2296.8 ms
[2021-10-22 19:03:00 main:574] : INFO : Epoch 1648 | loss: 0.0311272 | val_loss: 0.0312013 | Time: 2325.99 ms
[2021-10-22 19:03:02 main:574] : INFO : Epoch 1649 | loss: 0.0311251 | val_loss: 0.0312073 | Time: 2321.66 ms
[2021-10-22 19:03:04 main:574] : INFO : Epoch 1650 | loss: 0.0311269 | val_loss: 0.0312063 | Time: 2427.47 ms
[2021-10-22 19:03:07 main:574] : INFO : Epoch 1651 | loss: 0.0311257 | val_loss: 0.0312019 | Time: 2378.83 ms
[2021-10-22 19:03:09 main:574] : INFO : Epoch 1652 | loss: 0.0311245 | val_loss: 0.0312185 | Time: 2385.98 ms
[2021-10-22 19:03:12 main:574] : INFO : Epoch 1653 | loss: 0.0311225 | val_loss: 0.031213 | Time: 2357.45 ms
[2021-10-22 19:03:14 main:574] : INFO : Epoch 1654 | loss: 0.0311214 | val_loss: 0.0312028 | Time: 2210.33 ms
[2021-10-22 19:03:16 main:574] : INFO : Epoch 1655 | loss: 0.0311232 | val_loss: 0.0312036 | Time: 2070.71 ms
[2021-10-22 19:03:18 main:574] : INFO : Epoch 1656 | loss: 0.0311236 | val_loss: 0.0312057 | Time: 2065.82 ms
[2021-10-22 19:03:20 main:574] : INFO : Epoch 1657 | loss: 0.0311256 | val_loss: 0.0312095 | Time: 2046.34 ms
[2021-10-22 19:03:22 main:574] : INFO : Epoch 1658 | loss: 0.0311256 | val_loss: 0.031207 | Time: 2038.06 ms
[2021-10-22 19:03:24 main:574] : INFO : Epoch 1659 | loss: 0.0311205 | val_loss: 0.031208 | Time: 2040.39 ms
[2021-10-22 19:03:26 main:574] : INFO : Epoch 1660 | loss: 0.0311234 | val_loss: 0.0312022 | Time: 2062.02 ms
[2021-10-22 19:03:28 main:574] : INFO : Epoch 1661 | loss: 0.031128 | val_loss: 0.0311991 | Time: 2078.35 ms
[2021-10-22 19:03:30 main:574] : INFO : Epoch 1662 | loss: 0.0311274 | val_loss: 0.0312044 | Time: 2094.78 ms
[2021-10-22 19:03:32 main:574] : INFO : Epoch 1663 | loss: 0.0311306 | val_loss: 0.0311991 | Time: 2068.39 ms
[2021-10-22 19:03:34 main:574] : INFO : Epoch 1664 | loss: 0.0311275 | val_loss: 0.0312127 | Time: 2055.98 ms
[2021-10-22 19:03:37 main:574] : INFO : Epoch 1665 | loss: 0.0311239 | val_loss: 0.0311998 | Time: 2060.44 ms
[2021-10-22 19:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311204 | val_loss: 0.0312096 | Time: 2116.7 ms
[2021-10-22 19:03:41 main:574] : INFO : Epoch 1667 | loss: 0.0311216 | val_loss: 0.0312163 | Time: 2046.57 ms
[2021-10-22 19:03:43 main:574] : INFO : Epoch 1668 | loss: 0.0311204 | val_loss: 0.0312105 | Time: 2021.44 ms
[2021-10-22 19:03:45 main:574] : INFO : Epoch 1669 | loss: 0.031123 | val_loss: 0.0312042 | Time: 2051.66 ms
[2021-10-22 19:03:47 main:574] : INFO : Epoch 1670 | loss: 0.0311266 | val_loss: 0.0312191 | Time: 2039.92 ms
[2021-10-22 19:03:49 main:574] : INFO : Epoch 1671 | loss: 0.0311217 | val_loss: 0.0311972 | Time: 2068.82 ms
[2021-10-22 19:03:51 main:574] : INFO : Epoch 1672 | loss: 0.0311217 | val_loss: 0.0311991 | Time: 2051.93 ms
[2021-10-22 19:03:53 main:574] : INFO : Epoch 1673 | loss: 0.0311242 | val_loss: 0.0311966 | Time: 2092.72 ms
[2021-10-22 19:03:55 main:574] : INFO : Epoch 1674 | loss: 0.0311202 | val_loss: 0.0312128 | Time: 2060.37 ms
[2021-10-22 19:03:57 main:574] : INFO : Epoch 1675 | loss: 0.0311207 | val_loss: 0.0312047 | Time: 2064.35 ms
[2021-10-22 19:03:59 main:574] : INFO : Epoch 1676 | loss: 0.031119 | val_loss: 0.0312052 | Time: 2083.58 ms
[2021-10-22 19:04:01 main:574] : INFO : Epoch 1677 | loss: 0.0311224 | val_loss: 0.0312022 | Time: 2047.58 ms
[2021-10-22 19:04:03 main:574] : INFO : Epoch 1678 | loss: 0.0311212 | val_loss: 0.0312058 | Time: 2084.75 ms
[2021-10-22 19:04:05 main:574] : INFO : Epoch 1679 | loss: 0.0311239 | val_loss: 0.0312092 | Time: 2029.85 ms
[2021-10-22 19:04:08 main:574] : INFO : Epoch 1680 | loss: 0.0311238 | val_loss: 0.0311912 | Time: 2037.76 ms
[2021-10-22 19:04:10 main:574] : INFO : Epoch 1681 | loss: 0.0311307 | val_loss: 0.0312082 | Time: 2062.25 ms
[2021-10-22 19:04:12 main:574] : INFO : Epoch 1682 | loss: 0.031129 | val_loss: 0.0311999 | Time: 2043.39 ms
[2021-10-22 19:04:14 main:574] : INFO : Epoch 1683 | loss: 0.0311227 | val_loss: 0.0312059 | Time: 2054.9 ms
[2021-10-22 19:04:16 main:574] : INFO : Epoch 1684 | loss: 0.0311186 | val_loss: 0.0312161 | Time: 2077.58 ms
[2021-10-22 19:04:18 main:574] : INFO : Epoch 1685 | loss: 0.0311228 | val_loss: 0.031201 | Time: 2058.17 ms
[2021-10-22 19:04:20 main:574] : INFO : Epoch 1686 | loss: 0.0311226 | val_loss: 0.0312039 | Time: 2066.71 ms
[2021-10-22 19:04:22 main:574] : INFO : Epoch 1687 | loss: 0.0311243 | val_loss: 0.0312077 | Time: 2070.73 ms
[2021-10-22 19:04:24 main:574] : INFO : Epoch 1688 | loss: 0.0311235 | val_loss: 0.0311999 | Time: 2067.91 ms
[2021-10-22 19:04:26 main:574] : INFO : Epoch 1689 | loss: 0.0311293 | val_loss: 0.0312097 | Time: 2031.12 ms
[2021-10-22 19:04:28 main:574] : INFO : Epoch 1690 | loss: 0.0311229 | val_loss: 0.0312014 | Time: 2039.85 ms
[2021-10-22 19:04:30 main:574] : INFO : Epoch 1691 | loss: 0.0311189 | val_loss: 0.0312065 | Time: 2040.24 ms
[2021-10-22 19:04:32 main:574] : INFO : Epoch 1692 | loss: 0.0311226 | val_loss: 0.0312062 | Time: 2077.9 ms
[2021-10-22 19:04:34 main:574] : INFO : Epoch 1693 | loss: 0.0311217 | val_loss: 0.0312115 | Time: 2068.95 ms
[2021-10-22 19:04:36 main:574] : INFO : Epoch 1694 | loss: 0.0311224 | val_loss: 0.0312106 | Time: 2087.32 ms
[2021-10-22 19:04:39 main:574] : INFO : Epoch 1695 | loss: 0.0311237 | val_loss: 0.0312093 | Time: 2090.41 ms
[2021-10-22 19:04:41 main:574] : INFO : Epoch 1696 | loss: 0.0311294 | val_loss: 0.031203 | Time: 2070.36 ms
[2021-10-22 19:04:43 main:574] : INFO : Epoch 1697 | loss: 0.0311261 | val_loss: 0.0312167 | Time: 2117.66 ms
[2021-10-22 19:04:45 main:574] : INFO : Epoch 1698 | loss: 0.0311182 | val_loss: 0.0312107 | Time: 2062.15 ms
[2021-10-22 19:04:47 main:574] : INFO : Epoch 1699 | loss: 0.031117 | val_loss: 0.0312097 | Time: 2072.62 ms
[2021-10-22 19:04:49 main:574] : INFO : Epoch 1700 | loss: 0.0311188 | val_loss: 0.0312058 | Time: 2025.77 ms
[2021-10-22 19:04:51 main:574] : INFO : Epoch 1701 | loss: 0.0311232 | val_loss: 0.0312084 | Time: 2045.61 ms
[2021-10-22 19:04:53 main:574] : INFO : Epoch 1702 | loss: 0.0311192 | val_loss: 0.0312118 | Time: 2064.4 ms
[2021-10-22 19:04:55 main:574] : INFO : Epoch 1703 | loss: 0.0311199 | val_loss: 0.0312138 | Time: 2435.53 ms
[2021-10-22 19:04:58 main:574] : INFO : Epoch 1704 | loss: 0.0311207 | val_loss: 0.0312018 | Time: 2508.04 ms
[2021-10-22 19:05:01 main:574] : INFO : Epoch 1705 | loss: 0.0311214 | val_loss: 0.0312069 | Time: 2591.65 ms
[2021-10-22 19:05:04 main:574] : INFO : Epoch 1706 | loss: 0.0311181 | val_loss: 0.031207 | Time: 2503.38 ms
[2021-10-22 19:05:06 main:574] : INFO : Epoch 1707 | loss: 0.031117 | val_loss: 0.0312072 | Time: 2431.13 ms
[2021-10-22 19:05:09 main:574] : INFO : Epoch 1708 | loss: 0.0311138 | val_loss: 0.0312081 | Time: 2530.57 ms
[2021-10-22 19:05:11 main:574] : INFO : Epoch 1709 | loss: 0.0311159 | val_loss: 0.0312086 | Time: 2370.69 ms
[2021-10-22 19:05:13 main:574] : INFO : Epoch 1710 | loss: 0.0311174 | val_loss: 0.0312051 | Time: 2317.49 ms
[2021-10-22 19:05:16 main:574] : INFO : Epoch 1711 | loss: 0.0311166 | val_loss: 0.0312128 | Time: 2315.8 ms
[2021-10-22 19:05:18 main:574] : INFO : Epoch 1712 | loss: 0.0311204 | val_loss: 0.0312187 | Time: 2356.2 ms
[2021-10-22 19:05:20 main:574] : INFO : Epoch 1713 | loss: 0.0311189 | val_loss: 0.0312072 | Time: 2471.82 ms
[2021-10-22 19:05:23 main:574] : INFO : Epoch 1714 | loss: 0.0311222 | val_loss: 0.0312278 | Time: 2393.38 ms
[2021-10-22 19:05:25 main:574] : INFO : Epoch 1715 | loss: 0.0311195 | val_loss: 0.0312227 | Time: 2447.43 ms
[2021-10-22 19:05:28 main:574] : INFO : Epoch 1716 | loss: 0.0311169 | val_loss: 0.0312206 | Time: 2495.47 ms
[2021-10-22 19:05:30 main:574] : INFO : Epoch 1717 | loss: 0.0311135 | val_loss: 0.031205 | Time: 2425.86 ms
[2021-10-22 19:05:33 main:574] : INFO : Epoch 1718 | loss: 0.0311173 | val_loss: 0.0312218 | Time: 2407.79 ms
[2021-10-22 19:05:35 main:574] : INFO : Epoch 1719 | loss: 0.0311146 | val_loss: 0.0312159 | Time: 2490.52 ms
[2021-10-22 19:05:37 main:574] : INFO : Epoch 1720 | loss: 0.0311231 | val_loss: 0.0312024 | Time: 2376.93 ms
[2021-10-22 19:05:40 main:574] : INFO : Epoch 1721 | loss: 0.0311227 | val_loss: 0.0312069 | Time: 2291.65 ms
[2021-10-22 19:05:42 main:574] : INFO : Epoch 1722 | loss: 0.0311169 | val_loss: 0.0312139 | Time: 2554.32 ms
[2021-10-22 19:05:45 main:574] : INFO : Epoch 1723 | loss: 0.0311154 | val_loss: 0.0312129 | Time: 2339.44 ms
[2021-10-22 19:05:47 main:574] : INFO : Epoch 1724 | loss: 0.0311168 | val_loss: 0.0312055 | Time: 2417.45 ms
[2021-10-22 19:05:49 main:574] : INFO : Epoch 1725 | loss: 0.0311154 | val_loss: 0.0312166 | Time: 2367.04 ms
[2021-10-22 19:05:52 main:574] : INFO : Epoch 1726 | loss: 0.0311159 | val_loss: 0.0312043 | Time: 2450.33 ms
[2021-10-22 19:05:54 main:574] : INFO : Epoch 1727 | loss: 0.0311177 | val_loss: 0.0312034 | Time: 2446.4 ms
[2021-10-22 19:05:57 main:574] : INFO : Epoch 1728 | loss: 0.0311181 | val_loss: 0.0312112 | Time: 2432.3 ms
[2021-10-22 19:05:59 main:574] : INFO : Epoch 1729 | loss: 0.031118 | val_loss: 0.03121 | Time: 2466.27 ms
[2021-10-22 19:06:02 main:574] : INFO : Epoch 1730 | loss: 0.0311129 | val_loss: 0.031214 | Time: 2461.47 ms
[2021-10-22 19:06:04 main:574] : INFO : Epoch 1731 | loss: 0.0311157 | val_loss: 0.0312087 | Time: 2407.53 ms
[2021-10-22 19:06:07 main:574] : INFO : Epoch 1732 | loss: 0.0311167 | val_loss: 0.0312068 | Time: 2330.92 ms
[2021-10-22 19:06:09 main:574] : INFO : Epoch 1733 | loss: 0.0311139 | val_loss: 0.0312044 | Time: 2323.82 ms
[2021-10-22 19:06:11 main:574] : INFO : Epoch 1734 | loss: 0.0311123 | val_loss: 0.0312099 | Time: 2340.96 ms
[2021-10-22 19:06:14 main:574] : INFO : Epoch 1735 | loss: 0.0311146 | val_loss: 0.0312098 | Time: 2425.24 ms
[2021-10-22 19:06:16 main:574] : INFO : Epoch 1736 | loss: 0.0311144 | val_loss: 0.031207 | Time: 2443.75 ms
[2021-10-22 19:06:18 main:574] : INFO : Epoch 1737 | loss: 0.0311165 | val_loss: 0.0311972 | Time: 2417.29 ms
[2021-10-22 19:06:21 main:574] : INFO : Epoch 1738 | loss: 0.0311178 | val_loss: 0.0312064 | Time: 2505.84 ms
[2021-10-22 19:06:23 main:574] : INFO : Epoch 1739 | loss: 0.0311181 | val_loss: 0.0312167 | Time: 2436.39 ms
[2021-10-22 19:06:26 main:574] : INFO : Epoch 1740 | loss: 0.031119 | val_loss: 0.0312144 | Time: 2422.21 ms
[2021-10-22 19:06:28 main:574] : INFO : Epoch 1741 | loss: 0.0311143 | val_loss: 0.0312088 | Time: 2506.82 ms
[2021-10-22 19:06:31 main:574] : INFO : Epoch 1742 | loss: 0.0311175 | val_loss: 0.0312112 | Time: 2375.29 ms
[2021-10-22 19:06:33 main:574] : INFO : Epoch 1743 | loss: 0.0311186 | val_loss: 0.0312067 | Time: 2325.87 ms
[2021-10-22 19:06:35 main:574] : INFO : Epoch 1744 | loss: 0.0311175 | val_loss: 0.0311986 | Time: 2315.92 ms
[2021-10-22 19:06:38 main:574] : INFO : Epoch 1745 | loss: 0.0311132 | val_loss: 0.0312062 | Time: 2413.14 ms
[2021-10-22 19:06:40 main:574] : INFO : Epoch 1746 | loss: 0.0311138 | val_loss: 0.0312182 | Time: 2435.92 ms
[2021-10-22 19:06:43 main:574] : INFO : Epoch 1747 | loss: 0.0311157 | val_loss: 0.0312079 | Time: 2406.5 ms
[2021-10-22 19:06:45 main:574] : INFO : Epoch 1748 | loss: 0.0311143 | val_loss: 0.0312095 | Time: 2397.97 ms
[2021-10-22 19:06:48 main:574] : INFO : Epoch 1749 | loss: 0.0311158 | val_loss: 0.0312134 | Time: 2515.49 ms
[2021-10-22 19:06:50 main:574] : INFO : Epoch 1750 | loss: 0.0311132 | val_loss: 0.0312192 | Time: 2463.89 ms
[2021-10-22 19:06:52 main:574] : INFO : Epoch 1751 | loss: 0.0311137 | val_loss: 0.0312052 | Time: 2388.76 ms
[2021-10-22 19:06:55 main:574] : INFO : Epoch 1752 | loss: 0.0311184 | val_loss: 0.031208 | Time: 2461.69 ms
[2021-10-22 19:06:57 main:574] : INFO : Epoch 1753 | loss: 0.031116 | val_loss: 0.0312214 | Time: 2410.71 ms
[2021-10-22 19:07:00 main:574] : INFO : Epoch 1754 | loss: 0.0311118 | val_loss: 0.0312252 | Time: 2370.78 ms
[2021-10-22 19:07:02 main:574] : INFO : Epoch 1755 | loss: 0.03111 | val_loss: 0.0312092 | Time: 2289.03 ms
[2021-10-22 19:07:04 main:574] : INFO : Epoch 1756 | loss: 0.0311148 | val_loss: 0.031213 | Time: 2389 ms
[2021-10-22 19:07:07 main:574] : INFO : Epoch 1757 | loss: 0.0311225 | val_loss: 0.0312067 | Time: 2461.43 ms
[2021-10-22 19:07:09 main:574] : INFO : Epoch 1758 | loss: 0.0311159 | val_loss: 0.031218 | Time: 2444.98 ms
[2021-10-22 19:07:12 main:574] : INFO : Epoch 1759 | loss: 0.031115 | val_loss: 0.0312208 | Time: 2404.63 ms
[2021-10-22 19:07:14 main:574] : INFO : Epoch 1760 | loss: 0.0311152 | val_loss: 0.0312219 | Time: 2509.05 ms
[2021-10-22 19:07:17 main:574] : INFO : Epoch 1761 | loss: 0.0311202 | val_loss: 0.031203 | Time: 2445.24 ms
[2021-10-22 19:07:19 main:574] : INFO : Epoch 1762 | loss: 0.0311161 | val_loss: 0.0312101 | Time: 2397.51 ms
[2021-10-22 19:07:22 main:574] : INFO : Epoch 1763 | loss: 0.0311135 | val_loss: 0.0312231 | Time: 2473.99 ms
[2021-10-22 19:07:24 main:574] : INFO : Epoch 1764 | loss: 0.0311144 | val_loss: 0.031213 | Time: 2416.87 ms
[2021-10-22 19:07:26 main:574] : INFO : Epoch 1765 | loss: 0.0311164 | val_loss: 0.03121 | Time: 2320.5 ms
[2021-10-22 19:07:29 main:574] : INFO : Epoch 1766 | loss: 0.0311145 | val_loss: 0.0312067 | Time: 2383.13 ms
[2021-10-22 19:07:31 main:574] : INFO : Epoch 1767 | loss: 0.0311105 | val_loss: 0.0312075 | Time: 2390.38 ms
[2021-10-22 19:07:34 main:574] : INFO : Epoch 1768 | loss: 0.0311208 | val_loss: 0.0312073 | Time: 2426.1 ms
[2021-10-22 19:07:36 main:574] : INFO : Epoch 1769 | loss: 0.0311141 | val_loss: 0.0312082 | Time: 2424.71 ms
[2021-10-22 19:07:38 main:574] : INFO : Epoch 1770 | loss: 0.0311137 | val_loss: 0.0312162 | Time: 2440.27 ms
[2021-10-22 19:07:41 main:574] : INFO : Epoch 1771 | loss: 0.0311134 | val_loss: 0.0312122 | Time: 2467.68 ms
[2021-10-22 19:07:43 main:574] : INFO : Epoch 1772 | loss: 0.0311112 | val_loss: 0.031218 | Time: 2506.19 ms
[2021-10-22 19:07:46 main:574] : INFO : Epoch 1773 | loss: 0.0311126 | val_loss: 0.0312032 | Time: 2393.81 ms
[2021-10-22 19:07:48 main:574] : INFO : Epoch 1774 | loss: 0.0311132 | val_loss: 0.0312257 | Time: 2442.72 ms
[2021-10-22 19:07:51 main:574] : INFO : Epoch 1775 | loss: 0.0311172 | val_loss: 0.0312122 | Time: 2411.63 ms
[2021-10-22 19:07:53 main:574] : INFO : Epoch 1776 | loss: 0.0311119 | val_loss: 0.0312099 | Time: 2337.57 ms
[2021-10-22 19:07:55 main:574] : INFO : Epoch 1777 | loss: 0.0311152 | val_loss: 0.0312215 | Time: 2289.37 ms
[2021-10-22 19:07:58 main:574] : INFO : Epoch 1778 | loss: 0.0311087 | val_loss: 0.0312174 | Time: 2314.84 ms
[2021-10-22 19:08:00 main:574] : INFO : Epoch 1779 | loss: 0.0311042 | val_loss: 0.0312212 | Time: 2447.36 ms
[2021-10-22 19:08:03 main:574] : INFO : Epoch 1780 | loss: 0.0311133 | val_loss: 0.0312169 | Time: 2438.17 ms
[2021-10-22 19:08:05 main:574] : INFO : Epoch 1781 | loss: 0.0311111 | val_loss: 0.0312197 | Time: 2443.48 ms
[2021-10-22 19:08:08 main:574] : INFO : Epoch 1782 | loss: 0.0311092 | val_loss: 0.0312128 | Time: 2508.58 ms
[2021-10-22 19:08:10 main:574] : INFO : Epoch 1783 | loss: 0.0311133 | val_loss: 0.0312203 | Time: 2476.53 ms
[2021-10-22 19:08:12 main:574] : INFO : Epoch 1784 | loss: 0.0311183 | val_loss: 0.0312068 | Time: 2425.35 ms
[2021-10-22 19:08:15 main:574] : INFO : Epoch 1785 | loss: 0.0311095 | val_loss: 0.0312194 | Time: 2444.63 ms
[2021-10-22 19:08:17 main:574] : INFO : Epoch 1786 | loss: 0.0311077 | val_loss: 0.0312223 | Time: 2459.59 ms
[2021-10-22 19:08:20 main:574] : INFO : Epoch 1787 | loss: 0.031109 | val_loss: 0.0312217 | Time: 2336.12 ms
[2021-10-22 19:08:22 main:574] : INFO : Epoch 1788 | loss: 0.0311127 | val_loss: 0.031223 | Time: 2289.4 ms
[2021-10-22 19:08:24 main:574] : INFO : Epoch 1789 | loss: 0.0311147 | val_loss: 0.0312008 | Time: 2299.14 ms
[2021-10-22 19:08:27 main:574] : INFO : Epoch 1790 | loss: 0.0311092 | val_loss: 0.0312155 | Time: 2447.58 ms
[2021-10-22 19:08:29 main:574] : INFO : Epoch 1791 | loss: 0.0311096 | val_loss: 0.0312209 | Time: 2396.69 ms
[2021-10-22 19:08:32 main:574] : INFO : Epoch 1792 | loss: 0.0311083 | val_loss: 0.0312267 | Time: 2403.31 ms
[2021-10-22 19:08:34 main:574] : INFO : Epoch 1793 | loss: 0.0311096 | val_loss: 0.0312021 | Time: 2436.34 ms
[2021-10-22 19:08:37 main:574] : INFO : Epoch 1794 | loss: 0.0311157 | val_loss: 0.0312313 | Time: 2519.33 ms
[2021-10-22 19:08:39 main:574] : INFO : Epoch 1795 | loss: 0.0311177 | val_loss: 0.0312176 | Time: 2896.11 ms
[2021-10-22 19:08:42 main:574] : INFO : Epoch 1796 | loss: 0.0311147 | val_loss: 0.0312105 | Time: 2454.15 ms
[2021-10-22 19:08:44 main:574] : INFO : Epoch 1797 | loss: 0.031109 | val_loss: 0.0312204 | Time: 2465.03 ms
[2021-10-22 19:08:47 main:574] : INFO : Epoch 1798 | loss: 0.0311071 | val_loss: 0.0312172 | Time: 2307.12 ms
[2021-10-22 19:08:49 main:574] : INFO : Epoch 1799 | loss: 0.0311125 | val_loss: 0.0312121 | Time: 2351.56 ms
[2021-10-22 19:08:51 main:574] : INFO : Epoch 1800 | loss: 0.0311034 | val_loss: 0.0312299 | Time: 2312.6 ms
[2021-10-22 19:08:54 main:574] : INFO : Epoch 1801 | loss: 0.0311128 | val_loss: 0.0312206 | Time: 2448.41 ms
[2021-10-22 19:08:56 main:574] : INFO : Epoch 1802 | loss: 0.0311101 | val_loss: 0.0312147 | Time: 2432.63 ms
[2021-10-22 19:08:59 main:574] : INFO : Epoch 1803 | loss: 0.031112 | val_loss: 0.031213 | Time: 2414.64 ms
[2021-10-22 19:09:01 main:574] : INFO : Epoch 1804 | loss: 0.0311104 | val_loss: 0.0312246 | Time: 2437.28 ms
[2021-10-22 19:09:04 main:574] : INFO : Epoch 1805 | loss: 0.0311105 | val_loss: 0.0312102 | Time: 2485.29 ms
[2021-10-22 19:09:06 main:574] : INFO : Epoch 1806 | loss: 0.0311083 | val_loss: 0.0312125 | Time: 2425.49 ms
[2021-10-22 19:09:08 main:574] : INFO : Epoch 1807 | loss: 0.0311062 | val_loss: 0.0312212 | Time: 2413.25 ms
[2021-10-22 19:09:11 main:574] : INFO : Epoch 1808 | loss: 0.0311077 | val_loss: 0.0312204 | Time: 2445.28 ms
[2021-10-22 19:09:13 main:574] : INFO : Epoch 1809 | loss: 0.0311088 | val_loss: 0.0312247 | Time: 2286.15 ms
[2021-10-22 19:09:15 main:574] : INFO : Epoch 1810 | loss: 0.0311101 | val_loss: 0.0312297 | Time: 2293.07 ms
[2021-10-22 19:09:18 main:574] : INFO : Epoch 1811 | loss: 0.0311072 | val_loss: 0.0312188 | Time: 2286.17 ms
[2021-10-22 19:09:20 main:574] : INFO : Epoch 1812 | loss: 0.0311068 | val_loss: 0.0312175 | Time: 2408.71 ms
[2021-10-22 19:09:23 main:574] : INFO : Epoch 1813 | loss: 0.0311105 | val_loss: 0.0312226 | Time: 2435.42 ms
[2021-10-22 19:09:25 main:574] : INFO : Epoch 1814 | loss: 0.0311104 | val_loss: 0.0312043 | Time: 2393.13 ms
[2021-10-22 19:09:27 main:574] : INFO : Epoch 1815 | loss: 0.0311084 | val_loss: 0.0312173 | Time: 2442.44 ms
[2021-10-22 19:09:30 main:574] : INFO : Epoch 1816 | loss: 0.031106 | val_loss: 0.0312238 | Time: 2467.64 ms
[2021-10-22 19:09:32 main:574] : INFO : Epoch 1817 | loss: 0.0311072 | val_loss: 0.0312233 | Time: 2444.48 ms
[2021-10-22 19:09:35 main:574] : INFO : Epoch 1818 | loss: 0.0311072 | val_loss: 0.0312227 | Time: 2377.69 ms
[2021-10-22 19:09:37 main:574] : INFO : Epoch 1819 | loss: 0.0311076 | val_loss: 0.0312177 | Time: 2458.33 ms
[2021-10-22 19:09:40 main:574] : INFO : Epoch 1820 | loss: 0.0311082 | val_loss: 0.0312189 | Time: 2349.18 ms
[2021-10-22 19:09:42 main:574] : INFO : Epoch 1821 | loss: 0.031108 | val_loss: 0.0312199 | Time: 2319.39 ms
[2021-10-22 19:09:44 main:574] : INFO : Epoch 1822 | loss: 0.0311102 | val_loss: 0.0312205 | Time: 2372.01 ms
[2021-10-22 19:09:47 main:574] : INFO : Epoch 1823 | loss: 0.0311093 | val_loss: 0.0312233 | Time: 2456.44 ms
[2021-10-22 19:09:49 main:574] : INFO : Epoch 1824 | loss: 0.0311064 | val_loss: 0.0312197 | Time: 2400.88 ms
[2021-10-22 19:09:52 main:574] : INFO : Epoch 1825 | loss: 0.0311085 | val_loss: 0.031226 | Time: 2424.59 ms
[2021-10-22 19:09:54 main:574] : INFO : Epoch 1826 | loss: 0.0311144 | val_loss: 0.0312113 | Time: 2425.43 ms
[2021-10-22 19:09:56 main:574] : INFO : Epoch 1827 | loss: 0.0311162 | val_loss: 0.0312295 | Time: 2473.34 ms
[2021-10-22 19:09:59 main:574] : INFO : Epoch 1828 | loss: 0.0311141 | val_loss: 0.0312177 | Time: 2425.22 ms
[2021-10-22 19:10:01 main:574] : INFO : Epoch 1829 | loss: 0.031109 | val_loss: 0.0312283 | Time: 2393.66 ms
[2021-10-22 19:10:04 main:574] : INFO : Epoch 1830 | loss: 0.0311115 | val_loss: 0.0312128 | Time: 2441.44 ms
[2021-10-22 19:10:06 main:574] : INFO : Epoch 1831 | loss: 0.0311081 | val_loss: 0.0312196 | Time: 2362.74 ms
[2021-10-22 19:10:08 main:574] : INFO : Epoch 1832 | loss: 0.0311113 | val_loss: 0.031208 | Time: 2328.53 ms
[2021-10-22 19:10:11 main:574] : INFO : Epoch 1833 | loss: 0.0311143 | val_loss: 0.0312249 | Time: 2247.97 ms
[2021-10-22 19:10:13 main:574] : INFO : Epoch 1834 | loss: 0.0311098 | val_loss: 0.0312127 | Time: 2429.87 ms
[2021-10-22 19:10:16 main:574] : INFO : Epoch 1835 | loss: 0.0311093 | val_loss: 0.0312269 | Time: 2447.32 ms
[2021-10-22 19:10:18 main:574] : INFO : Epoch 1836 | loss: 0.0311052 | val_loss: 0.0312204 | Time: 2440.47 ms
[2021-10-22 19:10:20 main:574] : INFO : Epoch 1837 | loss: 0.0311074 | val_loss: 0.0312138 | Time: 2419.58 ms
[2021-10-22 19:10:23 main:574] : INFO : Epoch 1838 | loss: 0.0311044 | val_loss: 0.0312258 | Time: 2466.08 ms
[2021-10-22 19:10:25 main:574] : INFO : Epoch 1839 | loss: 0.0311094 | val_loss: 0.0312137 | Time: 2445.83 ms
[2021-10-22 19:10:28 main:574] : INFO : Epoch 1840 | loss: 0.0311075 | val_loss: 0.0312167 | Time: 2436.4 ms
[2021-10-22 19:10:30 main:574] : INFO : Epoch 1841 | loss: 0.0311057 | val_loss: 0.0312304 | Time: 2394.13 ms
[2021-10-22 19:10:33 main:574] : INFO : Epoch 1842 | loss: 0.0311138 | val_loss: 0.0312273 | Time: 2328.25 ms
[2021-10-22 19:10:35 main:574] : INFO : Epoch 1843 | loss: 0.0311082 | val_loss: 0.0312346 | Time: 2446.62 ms
[2021-10-22 19:10:37 main:574] : INFO : Epoch 1844 | loss: 0.0311059 | val_loss: 0.0312269 | Time: 2434.67 ms
[2021-10-22 19:10:40 main:574] : INFO : Epoch 1845 | loss: 0.0311064 | val_loss: 0.0312265 | Time: 2364.49 ms
[2021-10-22 19:10:42 main:574] : INFO : Epoch 1846 | loss: 0.0311127 | val_loss: 0.0312153 | Time: 2413.98 ms
[2021-10-22 19:10:45 main:574] : INFO : Epoch 1847 | loss: 0.0311037 | val_loss: 0.0312268 | Time: 2450.76 ms
[2021-10-22 19:10:47 main:574] : INFO : Epoch 1848 | loss: 0.0311026 | val_loss: 0.0312164 | Time: 2488 ms
[2021-10-22 19:10:50 main:574] : INFO : Epoch 1849 | loss: 0.0311065 | val_loss: 0.0312285 | Time: 2492.17 ms
[2021-10-22 19:10:52 main:574] : INFO : Epoch 1850 | loss: 0.0311064 | val_loss: 0.0312196 | Time: 2447.18 ms
[2021-10-22 19:10:55 main:574] : INFO : Epoch 1851 | loss: 0.0311096 | val_loss: 0.0312083 | Time: 2380.37 ms
[2021-10-22 19:10:57 main:574] : INFO : Epoch 1852 | loss: 0.0311106 | val_loss: 0.0312274 | Time: 2352.61 ms
[2021-10-22 19:10:59 main:574] : INFO : Epoch 1853 | loss: 0.0311074 | val_loss: 0.0312338 | Time: 2362.97 ms
[2021-10-22 19:11:02 main:574] : INFO : Epoch 1854 | loss: 0.0311093 | val_loss: 0.0312358 | Time: 2379.03 ms
[2021-10-22 19:11:04 main:574] : INFO : Epoch 1855 | loss: 0.0311145 | val_loss: 0.0312276 | Time: 2277.54 ms
[2021-10-22 19:11:06 main:574] : INFO : Epoch 1856 | loss: 0.0311074 | val_loss: 0.0312145 | Time: 2389.75 ms
[2021-10-22 19:11:09 main:574] : INFO : Epoch 1857 | loss: 0.0311083 | val_loss: 0.0312194 | Time: 2408.66 ms
[2021-10-22 19:11:11 main:574] : INFO : Epoch 1858 | loss: 0.0311083 | val_loss: 0.0312171 | Time: 2471.43 ms
[2021-10-22 19:11:14 main:574] : INFO : Epoch 1859 | loss: 0.0311044 | val_loss: 0.0312144 | Time: 2378.35 ms
[2021-10-22 19:11:16 main:574] : INFO : Epoch 1860 | loss: 0.0311046 | val_loss: 0.0312208 | Time: 2436.94 ms
[2021-10-22 19:11:19 main:574] : INFO : Epoch 1861 | loss: 0.0311095 | val_loss: 0.0312139 | Time: 2478.57 ms
[2021-10-22 19:11:21 main:574] : INFO : Epoch 1862 | loss: 0.0311129 | val_loss: 0.0312076 | Time: 2373.94 ms
[2021-10-22 19:11:23 main:574] : INFO : Epoch 1863 | loss: 0.0311081 | val_loss: 0.0312204 | Time: 2389.76 ms
[2021-10-22 19:11:26 main:574] : INFO : Epoch 1864 | loss: 0.0311079 | val_loss: 0.031214 | Time: 2344.67 ms
[2021-10-22 19:11:28 main:574] : INFO : Epoch 1865 | loss: 0.0311062 | val_loss: 0.0312065 | Time: 2399.48 ms
[2021-10-22 19:11:30 main:574] : INFO : Epoch 1866 | loss: 0.031105 | val_loss: 0.031222 | Time: 2296.37 ms
[2021-10-22 19:11:33 main:574] : INFO : Epoch 1867 | loss: 0.0311026 | val_loss: 0.0312206 | Time: 2396.57 ms
[2021-10-22 19:11:35 main:574] : INFO : Epoch 1868 | loss: 0.0311019 | val_loss: 0.031221 | Time: 2400.58 ms
[2021-10-22 19:11:38 main:574] : INFO : Epoch 1869 | loss: 0.0311062 | val_loss: 0.0312167 | Time: 2607.63 ms
[2021-10-22 19:11:40 main:574] : INFO : Epoch 1870 | loss: 0.0311059 | val_loss: 0.0312328 | Time: 2401.5 ms
[2021-10-22 19:11:43 main:574] : INFO : Epoch 1871 | loss: 0.0311092 | val_loss: 0.0312209 | Time: 2436.7 ms
[2021-10-22 19:11:45 main:574] : INFO : Epoch 1872 | loss: 0.0311128 | val_loss: 0.0312155 | Time: 2543.51 ms
[2021-10-22 19:11:48 main:574] : INFO : Epoch 1873 | loss: 0.0311124 | val_loss: 0.0312165 | Time: 2400.69 ms
[2021-10-22 19:11:50 main:574] : INFO : Epoch 1874 | loss: 0.0311048 | val_loss: 0.0312187 | Time: 2385.45 ms
[2021-10-22 19:11:52 main:574] : INFO : Epoch 1875 | loss: 0.0311093 | val_loss: 0.0312273 | Time: 2455.49 ms
[2021-10-22 19:11:55 main:574] : INFO : Epoch 1876 | loss: 0.0311059 | val_loss: 0.0312076 | Time: 2396.38 ms
[2021-10-22 19:11:57 main:574] : INFO : Epoch 1877 | loss: 0.0311069 | val_loss: 0.0312209 | Time: 2315.23 ms
[2021-10-22 19:12:00 main:574] : INFO : Epoch 1878 | loss: 0.0311063 | val_loss: 0.0312022 | Time: 2348.66 ms
[2021-10-22 19:12:02 main:574] : INFO : Epoch 1879 | loss: 0.0311101 | val_loss: 0.0312223 | Time: 2390.45 ms
[2021-10-22 19:12:04 main:574] : INFO : Epoch 1880 | loss: 0.0311053 | val_loss: 0.0312257 | Time: 2403.8 ms
[2021-10-22 19:12:07 main:574] : INFO : Epoch 1881 | loss: 0.0311051 | val_loss: 0.0312286 | Time: 2397.83 ms
[2021-10-22 19:12:09 main:574] : INFO : Epoch 1882 | loss: 0.0311167 | val_loss: 0.0312241 | Time: 2402.81 ms
[2021-10-22 19:12:12 main:574] : INFO : Epoch 1883 | loss: 0.0311094 | val_loss: 0.0312177 | Time: 2473.69 ms
[2021-10-22 19:12:14 main:574] : INFO : Epoch 1884 | loss: 0.0311091 | val_loss: 0.031219 | Time: 2381.01 ms
[2021-10-22 19:12:16 main:574] : INFO : Epoch 1885 | loss: 0.0311014 | val_loss: 0.0312208 | Time: 2393.89 ms
[2021-10-22 19:12:19 main:574] : INFO : Epoch 1886 | loss: 0.031103 | val_loss: 0.0312247 | Time: 2476.1 ms
[2021-10-22 19:12:21 main:574] : INFO : Epoch 1887 | loss: 0.0311104 | val_loss: 0.0312283 | Time: 2403.25 ms
[2021-10-22 19:12:24 main:574] : INFO : Epoch 1888 | loss: 0.0311124 | val_loss: 0.0312153 | Time: 2349.07 ms
[2021-10-22 19:12:26 main:574] : INFO : Epoch 1889 | loss: 0.0311115 | val_loss: 0.0312192 | Time: 2367.5 ms
[2021-10-22 19:12:28 main:574] : INFO : Epoch 1890 | loss: 0.0311109 | val_loss: 0.031204 | Time: 2347.94 ms
[2021-10-22 19:12:31 main:574] : INFO : Epoch 1891 | loss: 0.0311092 | val_loss: 0.0312274 | Time: 2351.2 ms
[2021-10-22 19:12:33 main:574] : INFO : Epoch 1892 | loss: 0.031104 | val_loss: 0.0312251 | Time: 2317.62 ms
[2021-10-22 19:12:35 main:574] : INFO : Epoch 1893 | loss: 0.0311003 | val_loss: 0.0312558 | Time: 2383.13 ms
[2021-10-22 19:12:38 main:574] : INFO : Epoch 1894 | loss: 0.0311066 | val_loss: 0.0312067 | Time: 2369.08 ms
[2021-10-22 19:12:40 main:574] : INFO : Epoch 1895 | loss: 0.0311041 | val_loss: 0.0312152 | Time: 2347.7 ms
[2021-10-22 19:12:43 main:574] : INFO : Epoch 1896 | loss: 0.0311062 | val_loss: 0.0312149 | Time: 2327.92 ms
[2021-10-22 19:12:45 main:574] : INFO : Epoch 1897 | loss: 0.0311063 | val_loss: 0.0312205 | Time: 2332.81 ms
[2021-10-22 19:12:47 main:574] : INFO : Epoch 1898 | loss: 0.0311049 | val_loss: 0.0312324 | Time: 2315.92 ms
[2021-10-22 19:12:50 main:574] : INFO : Epoch 1899 | loss: 0.031105 | val_loss: 0.0312162 | Time: 2370.92 ms
[2021-10-22 19:12:52 main:574] : INFO : Epoch 1900 | loss: 0.0311018 | val_loss: 0.0312229 | Time: 2328.83 ms
[2021-10-22 19:12:54 main:574] : INFO : Epoch 1901 | loss: 0.0310989 | val_loss: 0.0312265 | Time: 2298.55 ms
[2021-10-22 19:12:57 main:574] : INFO : Epoch 1902 | loss: 0.0311043 | val_loss: 0.0312296 | Time: 2325.22 ms
[2021-10-22 19:12:59 main:574] : INFO : Epoch 1903 | loss: 0.0311048 | val_loss: 0.0312124 | Time: 2335.75 ms
[2021-10-22 19:13:01 main:574] : INFO : Epoch 1904 | loss: 0.0311015 | val_loss: 0.031222 | Time: 2304.2 ms
[2021-10-22 19:13:03 main:574] : INFO : Epoch 1905 | loss: 0.0311078 | val_loss: 0.0312248 | Time: 2295.51 ms
[2021-10-22 19:13:06 main:574] : INFO : Epoch 1906 | loss: 0.0311063 | val_loss: 0.0312236 | Time: 2399.65 ms
[2021-10-22 19:13:08 main:574] : INFO : Epoch 1907 | loss: 0.0311009 | val_loss: 0.0312288 | Time: 2296.26 ms
[2021-10-22 19:13:10 main:574] : INFO : Epoch 1908 | loss: 0.0311005 | val_loss: 0.0312391 | Time: 2291.88 ms
[2021-10-22 19:13:13 main:574] : INFO : Epoch 1909 | loss: 0.0311014 | val_loss: 0.031214 | Time: 2301.25 ms
[2021-10-22 19:13:15 main:574] : INFO : Epoch 1910 | loss: 0.0311005 | val_loss: 0.0312287 | Time: 2333.14 ms
[2021-10-22 19:13:17 main:574] : INFO : Epoch 1911 | loss: 0.0311023 | val_loss: 0.0312297 | Time: 2294.72 ms
[2021-10-22 19:13:20 main:574] : INFO : Epoch 1912 | loss: 0.0311068 | val_loss: 0.0312129 | Time: 2302.3 ms
[2021-10-22 19:13:22 main:574] : INFO : Epoch 1913 | loss: 0.0311024 | val_loss: 0.0312198 | Time: 2279.73 ms
[2021-10-22 19:13:24 main:574] : INFO : Epoch 1914 | loss: 0.0310993 | val_loss: 0.0312323 | Time: 2288.87 ms
[2021-10-22 19:13:27 main:574] : INFO : Epoch 1915 | loss: 0.0310984 | val_loss: 0.0312187 | Time: 2331.63 ms
[2021-10-22 19:13:29 main:574] : INFO : Epoch 1916 | loss: 0.0311053 | val_loss: 0.0312306 | Time: 2369.32 ms
[2021-10-22 19:13:31 main:574] : INFO : Epoch 1917 | loss: 0.031104 | val_loss: 0.0312305 | Time: 2318.21 ms
[2021-10-22 19:13:34 main:574] : INFO : Epoch 1918 | loss: 0.031099 | val_loss: 0.0312161 | Time: 2331.12 ms
[2021-10-22 19:13:36 main:574] : INFO : Epoch 1919 | loss: 0.0311028 | val_loss: 0.0312071 | Time: 2319.94 ms
[2021-10-22 19:13:38 main:574] : INFO : Epoch 1920 | loss: 0.031106 | val_loss: 0.0312296 | Time: 2381.17 ms
[2021-10-22 19:13:41 main:574] : INFO : Epoch 1921 | loss: 0.0310985 | val_loss: 0.0312326 | Time: 2289.86 ms
[2021-10-22 19:13:43 main:574] : INFO : Epoch 1922 | loss: 0.0311 | val_loss: 0.031237 | Time: 2333.77 ms
[2021-10-22 19:13:45 main:574] : INFO : Epoch 1923 | loss: 0.0310974 | val_loss: 0.0312164 | Time: 2111.76 ms
[2021-10-22 19:13:47 main:574] : INFO : Epoch 1924 | loss: 0.0310998 | val_loss: 0.031213 | Time: 2133.01 ms
[2021-10-22 19:13:50 main:574] : INFO : Epoch 1925 | loss: 0.0311083 | val_loss: 0.0312181 | Time: 2315.74 ms
[2021-10-22 19:13:52 main:574] : INFO : Epoch 1926 | loss: 0.0311002 | val_loss: 0.0312276 | Time: 2337.24 ms
[2021-10-22 19:13:54 main:574] : INFO : Epoch 1927 | loss: 0.0310995 | val_loss: 0.031234 | Time: 2278.4 ms
[2021-10-22 19:13:57 main:574] : INFO : Epoch 1928 | loss: 0.0310994 | val_loss: 0.0312196 | Time: 2337.97 ms
[2021-10-22 19:13:59 main:574] : INFO : Epoch 1929 | loss: 0.0310992 | val_loss: 0.0312134 | Time: 2453.64 ms
[2021-10-22 19:14:01 main:574] : INFO : Epoch 1930 | loss: 0.0311074 | val_loss: 0.0312234 | Time: 2435.8 ms
[2021-10-22 19:14:04 main:574] : INFO : Epoch 1931 | loss: 0.0311078 | val_loss: 0.0312143 | Time: 2345.71 ms
[2021-10-22 19:14:06 main:574] : INFO : Epoch 1932 | loss: 0.0311059 | val_loss: 0.0312187 | Time: 2358.5 ms
[2021-10-22 19:14:09 main:574] : INFO : Epoch 1933 | loss: 0.0311023 | val_loss: 0.0312171 | Time: 2496.66 ms
[2021-10-22 19:14:11 main:574] : INFO : Epoch 1934 | loss: 0.0311019 | val_loss: 0.03122 | Time: 2319.02 ms
[2021-10-22 19:14:13 main:574] : INFO : Epoch 1935 | loss: 0.0311023 | val_loss: 0.0312195 | Time: 2309.28 ms
[2021-10-22 19:14:16 main:574] : INFO : Epoch 1936 | loss: 0.0311042 | val_loss: 0.0312182 | Time: 2379.71 ms
[2021-10-22 19:14:18 main:574] : INFO : Epoch 1937 | loss: 0.0311025 | val_loss: 0.031223 | Time: 2367.96 ms
[2021-10-22 19:14:20 main:574] : INFO : Epoch 1938 | loss: 0.0311083 | val_loss: 0.0312187 | Time: 2280.99 ms
[2021-10-22 19:14:23 main:574] : INFO : Epoch 1939 | loss: 0.0311036 | val_loss: 0.0312055 | Time: 2271.16 ms
[2021-10-22 19:14:25 main:574] : INFO : Epoch 1940 | loss: 0.0311038 | val_loss: 0.0312248 | Time: 2400.66 ms
[2021-10-22 19:14:28 main:574] : INFO : Epoch 1941 | loss: 0.0310988 | val_loss: 0.0312271 | Time: 2446.2 ms
[2021-10-22 19:14:30 main:574] : INFO : Epoch 1942 | loss: 0.0311044 | val_loss: 0.0312159 | Time: 2374.37 ms
[2021-10-22 19:14:32 main:574] : INFO : Epoch 1943 | loss: 0.0311049 | val_loss: 0.0312132 | Time: 2391.88 ms
[2021-10-22 19:14:35 main:574] : INFO : Epoch 1944 | loss: 0.0310999 | val_loss: 0.0312366 | Time: 2487.36 ms
[2021-10-22 19:14:37 main:574] : INFO : Epoch 1945 | loss: 0.0311027 | val_loss: 0.0312285 | Time: 2361.27 ms
[2021-10-22 19:14:39 main:574] : INFO : Epoch 1946 | loss: 0.0311038 | val_loss: 0.031202 | Time: 2341.64 ms
[2021-10-22 19:14:42 main:574] : INFO : Epoch 1947 | loss: 0.0311033 | val_loss: 0.0312143 | Time: 2350.11 ms
[2021-10-22 19:14:44 main:574] : INFO : Epoch 1948 | loss: 0.031102 | val_loss: 0.0312111 | Time: 2399.28 ms
[2021-10-22 19:14:47 main:574] : INFO : Epoch 1949 | loss: 0.0311054 | val_loss: 0.0312342 | Time: 2285.39 ms
[2021-10-22 19:14:49 main:574] : INFO : Epoch 1950 | loss: 0.0311059 | val_loss: 0.0312073 | Time: 2301.45 ms
[2021-10-22 19:14:51 main:574] : INFO : Epoch 1951 | loss: 0.0311041 | val_loss: 0.0312231 | Time: 2423.83 ms
[2021-10-22 19:14:54 main:574] : INFO : Epoch 1952 | loss: 0.0311015 | val_loss: 0.0312075 | Time: 2432.14 ms
[2021-10-22 19:14:56 main:574] : INFO : Epoch 1953 | loss: 0.0311016 | val_loss: 0.0312198 | Time: 2360.12 ms
[2021-10-22 19:14:58 main:574] : INFO : Epoch 1954 | loss: 0.0311037 | val_loss: 0.0312079 | Time: 2375.55 ms
[2021-10-22 19:15:01 main:574] : INFO : Epoch 1955 | loss: 0.0311154 | val_loss: 0.0312092 | Time: 2451.03 ms
[2021-10-22 19:15:03 main:574] : INFO : Epoch 1956 | loss: 0.0311055 | val_loss: 0.0312165 | Time: 2392.6 ms
[2021-10-22 19:15:06 main:574] : INFO : Epoch 1957 | loss: 0.0311026 | val_loss: 0.0312201 | Time: 2371.22 ms
[2021-10-22 19:15:08 main:574] : INFO : Epoch 1958 | loss: 0.0311185 | val_loss: 0.0312083 | Time: 2366.33 ms
[2021-10-22 19:15:10 main:574] : INFO : Epoch 1959 | loss: 0.0311186 | val_loss: 0.0312165 | Time: 2345.13 ms
[2021-10-22 19:15:13 main:574] : INFO : Epoch 1960 | loss: 0.0311048 | val_loss: 0.031221 | Time: 2278.68 ms
[2021-10-22 19:15:15 main:574] : INFO : Epoch 1961 | loss: 0.0311031 | val_loss: 0.0312223 | Time: 2302.12 ms
[2021-10-22 19:15:17 main:574] : INFO : Epoch 1962 | loss: 0.031101 | val_loss: 0.0312238 | Time: 2410.51 ms
[2021-10-22 19:15:20 main:574] : INFO : Epoch 1963 | loss: 0.0311029 | val_loss: 0.03121 | Time: 2420.63 ms
[2021-10-22 19:15:22 main:574] : INFO : Epoch 1964 | loss: 0.0311086 | val_loss: 0.0312139 | Time: 2373.89 ms
[2021-10-22 19:15:25 main:574] : INFO : Epoch 1965 | loss: 0.031104 | val_loss: 0.0312141 | Time: 2387.06 ms
[2021-10-22 19:15:27 main:574] : INFO : Epoch 1966 | loss: 0.0310998 | val_loss: 0.0312219 | Time: 2480.54 ms
[2021-10-22 19:15:29 main:574] : INFO : Epoch 1967 | loss: 0.0310956 | val_loss: 0.0312365 | Time: 2385.24 ms
[2021-10-22 19:15:32 main:574] : INFO : Epoch 1968 | loss: 0.0310965 | val_loss: 0.0312164 | Time: 2300.2 ms
[2021-10-22 19:15:34 main:574] : INFO : Epoch 1969 | loss: 0.0310994 | val_loss: 0.0312345 | Time: 2328.82 ms
[2021-10-22 19:15:37 main:574] : INFO : Epoch 1970 | loss: 0.0310992 | val_loss: 0.031216 | Time: 2377.6 ms
[2021-10-22 19:15:39 main:574] : INFO : Epoch 1971 | loss: 0.0311021 | val_loss: 0.0312257 | Time: 2313.2 ms
[2021-10-22 19:15:41 main:574] : INFO : Epoch 1972 | loss: 0.0311007 | val_loss: 0.0312172 | Time: 2294.2 ms
[2021-10-22 19:15:44 main:574] : INFO : Epoch 1973 | loss: 0.0311004 | val_loss: 0.0312173 | Time: 2366.8 ms
[2021-10-22 19:15:46 main:574] : INFO : Epoch 1974 | loss: 0.0311002 | val_loss: 0.0312164 | Time: 2460.9 ms
[2021-10-22 19:15:48 main:574] : INFO : Epoch 1975 | loss: 0.0311033 | val_loss: 0.0312141 | Time: 2338.3 ms
[2021-10-22 19:15:51 main:574] : INFO : Epoch 1976 | loss: 0.0311005 | val_loss: 0.0312248 | Time: 2381.14 ms
[2021-10-22 19:15:53 main:574] : INFO : Epoch 1977 | loss: 0.0310961 | val_loss: 0.0312471 | Time: 2412.39 ms
[2021-10-22 19:15:55 main:574] : INFO : Epoch 1978 | loss: 0.0310975 | val_loss: 0.0312197 | Time: 2367.03 ms
[2021-10-22 19:15:58 main:574] : INFO : Epoch 1979 | loss: 0.0310974 | val_loss: 0.0312244 | Time: 2339.69 ms
[2021-10-22 19:16:00 main:574] : INFO : Epoch 1980 | loss: 0.031098 | val_loss: 0.03122 | Time: 2335.8 ms
[2021-10-22 19:16:03 main:574] : INFO : Epoch 1981 | loss: 0.0310943 | val_loss: 0.0312255 | Time: 2324.26 ms
[2021-10-22 19:16:05 main:574] : INFO : Epoch 1982 | loss: 0.0310963 | val_loss: 0.0312175 | Time: 2286.86 ms
[2021-10-22 19:16:07 main:574] : INFO : Epoch 1983 | loss: 0.0310959 | val_loss: 0.0312357 | Time: 2355.35 ms
[2021-10-22 19:16:10 main:574] : INFO : Epoch 1984 | loss: 0.0311014 | val_loss: 0.03121 | Time: 2400.06 ms
[2021-10-22 19:16:12 main:574] : INFO : Epoch 1985 | loss: 0.0310975 | val_loss: 0.031231 | Time: 2421.45 ms
[2021-10-22 19:16:14 main:574] : INFO : Epoch 1986 | loss: 0.0311036 | val_loss: 0.0312185 | Time: 2347.16 ms
[2021-10-22 19:16:17 main:574] : INFO : Epoch 1987 | loss: 0.0310996 | val_loss: 0.0312205 | Time: 2379.71 ms
[2021-10-22 19:16:19 main:574] : INFO : Epoch 1988 | loss: 0.0311007 | val_loss: 0.0312198 | Time: 2516.79 ms
[2021-10-22 19:16:22 main:574] : INFO : Epoch 1989 | loss: 0.0311009 | val_loss: 0.0312076 | Time: 2317.88 ms
[2021-10-22 19:16:24 main:574] : INFO : Epoch 1990 | loss: 0.0310997 | val_loss: 0.0312276 | Time: 2307.82 ms
[2021-10-22 19:16:26 main:574] : INFO : Epoch 1991 | loss: 0.0310973 | val_loss: 0.0312313 | Time: 2343.53 ms
[2021-10-22 19:16:29 main:574] : INFO : Epoch 1992 | loss: 0.0311021 | val_loss: 0.0312089 | Time: 2347.58 ms
[2021-10-22 19:16:31 main:574] : INFO : Epoch 1993 | loss: 0.0311038 | val_loss: 0.0312303 | Time: 2308.67 ms
[2021-10-22 19:16:33 main:574] : INFO : Epoch 1994 | loss: 0.0311029 | val_loss: 0.0312159 | Time: 2307.45 ms
[2021-10-22 19:16:36 main:574] : INFO : Epoch 1995 | loss: 0.0311 | val_loss: 0.0312274 | Time: 2378.29 ms
[2021-10-22 19:16:38 main:574] : INFO : Epoch 1996 | loss: 0.0310985 | val_loss: 0.0312216 | Time: 2495.31 ms
[2021-10-22 19:16:40 main:574] : INFO : Epoch 1997 | loss: 0.031103 | val_loss: 0.0312181 | Time: 2378.46 ms
[2021-10-22 19:16:43 main:574] : INFO : Epoch 1998 | loss: 0.0311003 | val_loss: 0.0312165 | Time: 2388.35 ms
[2021-10-22 19:16:45 main:574] : INFO : Epoch 1999 | loss: 0.031104 | val_loss: 0.0312179 | Time: 2500.11 ms
[2021-10-22 19:16:48 main:574] : INFO : Epoch 2000 | loss: 0.0311003 | val_loss: 0.0312222 | Time: 2373.19 ms
[2021-10-22 19:16:50 main:574] : INFO : Epoch 2001 | loss: 0.0310978 | val_loss: 0.0312232 | Time: 2293.71 ms
[2021-10-22 19:16:52 main:574] : INFO : Epoch 2002 | loss: 0.0310938 | val_loss: 0.0312235 | Time: 2363.17 ms
[2021-10-22 19:16:55 main:574] : INFO : Epoch 2003 | loss: 0.0310954 | val_loss: 0.0312113 | Time: 2333.28 ms
[2021-10-22 19:16:57 main:574] : INFO : Epoch 2004 | loss: 0.0310928 | val_loss: 0.0312244 | Time: 2275.42 ms
[2021-10-22 19:16:59 main:574] : INFO : Epoch 2005 | loss: 0.0311046 | val_loss: 0.0312208 | Time: 2294.61 ms
[2021-10-22 19:17:02 main:574] : INFO : Epoch 2006 | loss: 0.0311048 | val_loss: 0.0312154 | Time: 2396.22 ms
[2021-10-22 19:17:04 main:574] : INFO : Epoch 2007 | loss: 0.0310997 | val_loss: 0.0312273 | Time: 2437.65 ms
[2021-10-22 19:17:07 main:574] : INFO : Epoch 2008 | loss: 0.0310987 | val_loss: 0.0312269 | Time: 2372.09 ms
[2021-10-22 19:17:09 main:574] : INFO : Epoch 2009 | loss: 0.0311007 | val_loss: 0.0312049 | Time: 2369.48 ms
[2021-10-22 19:17:11 main:574] : INFO : Epoch 2010 | loss: 0.0310969 | val_loss: 0.0312219 | Time: 2453.18 ms
[2021-10-22 19:17:14 main:574] : INFO : Epoch 2011 | loss: 0.0310995 | val_loss: 0.0312219 | Time: 2355.61 ms
[2021-10-22 19:17:16 main:574] : INFO : Epoch 2012 | loss: 0.0311052 | val_loss: 0.0312102 | Time: 2310.83 ms
[2021-10-22 19:17:18 main:574] : INFO : Epoch 2013 | loss: 0.0310987 | val_loss: 0.0312273 | Time: 2335.63 ms
[2021-10-22 19:17:21 main:574] : INFO : Epoch 2014 | loss: 0.0310927 | val_loss: 0.0312193 | Time: 2344.14 ms
[2021-10-22 19:17:23 main:574] : INFO : Epoch 2015 | loss: 0.0310929 | val_loss: 0.0312252 | Time: 2269.64 ms
[2021-10-22 19:17:25 main:574] : INFO : Epoch 2016 | loss: 0.0311006 | val_loss: 0.0312254 | Time: 2307.01 ms
[2021-10-22 19:17:28 main:574] : INFO : Epoch 2017 | loss: 0.031098 | val_loss: 0.0312226 | Time: 2414.08 ms
[2021-10-22 19:17:30 main:574] : INFO : Epoch 2018 | loss: 0.0311005 | val_loss: 0.0312184 | Time: 2418.7 ms
[2021-10-22 19:17:33 main:574] : INFO : Epoch 2019 | loss: 0.0311034 | val_loss: 0.0312255 | Time: 2335.87 ms
[2021-10-22 19:17:35 main:574] : INFO : Epoch 2020 | loss: 0.0310965 | val_loss: 0.0312206 | Time: 2395.2 ms
[2021-10-22 19:17:37 main:574] : INFO : Epoch 2021 | loss: 0.0311006 | val_loss: 0.0312173 | Time: 2520.97 ms
[2021-10-22 19:17:40 main:574] : INFO : Epoch 2022 | loss: 0.0311024 | val_loss: 0.0312195 | Time: 2320.4 ms
[2021-10-22 19:17:42 main:574] : INFO : Epoch 2023 | loss: 0.0311013 | val_loss: 0.0312384 | Time: 2301.08 ms
[2021-10-22 19:17:44 main:574] : INFO : Epoch 2024 | loss: 0.031096 | val_loss: 0.0312121 | Time: 2330.99 ms
[2021-10-22 19:17:47 main:574] : INFO : Epoch 2025 | loss: 0.0310976 | val_loss: 0.0312207 | Time: 2377.86 ms
[2021-10-22 19:17:49 main:574] : INFO : Epoch 2026 | loss: 0.0310968 | val_loss: 0.0312282 | Time: 2328.5 ms
[2021-10-22 19:17:52 main:574] : INFO : Epoch 2027 | loss: 0.0311032 | val_loss: 0.0312266 | Time: 2338.47 ms
[2021-10-22 19:17:54 main:574] : INFO : Epoch 2028 | loss: 0.0310971 | val_loss: 0.0312386 | Time: 2396.16 ms
[2021-10-22 19:17:56 main:574] : INFO : Epoch 2029 | loss: 0.0311039 | val_loss: 0.0312124 | Time: 2388.39 ms
[2021-10-22 19:17:59 main:574] : INFO : Epoch 2030 | loss: 0.0311 | val_loss: 0.0312142 | Time: 2359.48 ms
[2021-10-22 19:18:01 main:574] : INFO : Epoch 2031 | loss: 0.0311023 | val_loss: 0.0312106 | Time: 2411.64 ms
[2021-10-22 19:18:04 main:574] : INFO : Epoch 2032 | loss: 0.0311062 | val_loss: 0.0312139 | Time: 2443.36 ms
[2021-10-22 19:18:06 main:574] : INFO : Epoch 2033 | loss: 0.0310968 | val_loss: 0.0312296 | Time: 2348.22 ms
[2021-10-22 19:18:08 main:574] : INFO : Epoch 2034 | loss: 0.0310987 | val_loss: 0.0312258 | Time: 2330.48 ms
[2021-10-22 19:18:11 main:574] : INFO : Epoch 2035 | loss: 0.0311004 | val_loss: 0.0312132 | Time: 2368.18 ms
[2021-10-22 19:18:13 main:574] : INFO : Epoch 2036 | loss: 0.0311006 | val_loss: 0.0312265 | Time: 2341.78 ms
[2021-10-22 19:18:15 main:574] : INFO : Epoch 2037 | loss: 0.0311061 | val_loss: 0.0312349 | Time: 2276.82 ms
[2021-10-22 19:18:18 main:574] : INFO : Epoch 2038 | loss: 0.0311056 | val_loss: 0.0312178 | Time: 2288.61 ms
[2021-10-22 19:18:20 main:574] : INFO : Epoch 2039 | loss: 0.0310977 | val_loss: 0.0312315 | Time: 2411.09 ms
[2021-10-22 19:18:22 main:574] : INFO : Epoch 2040 | loss: 0.0311001 | val_loss: 0.0312219 | Time: 2384.94 ms
[2021-10-22 19:18:25 main:574] : INFO : Epoch 2041 | loss: 0.0310971 | val_loss: 0.0312266 | Time: 2364.23 ms
[2021-10-22 19:18:27 main:574] : INFO : Epoch 2042 | loss: 0.0310987 | val_loss: 0.031215 | Time: 2412.83 ms
[2021-10-22 19:18:30 main:574] : INFO : Epoch 2043 | loss: 0.0310981 | val_loss: 0.0312214 | Time: 2506.13 ms
[2021-10-22 19:18:32 main:574] : INFO : Epoch 2044 | loss: 0.0311017 | val_loss: 0.0312194 | Time: 2338.15 ms
[2021-10-22 19:18:34 main:574] : INFO : Epoch 2045 | loss: 0.0310969 | val_loss: 0.0312257 | Time: 2313.87 ms
[2021-10-22 19:18:37 main:574] : INFO : Epoch 2046 | loss: 0.0310975 | val_loss: 0.0312177 | Time: 2346.08 ms
[2021-10-22 19:18:39 main:574] : INFO : Epoch 2047 | loss: 0.0311017 | val_loss: 0.0312161 | Time: 2422.47 ms
[2021-10-22 19:18:41 main:574] : INFO : Epoch 2048 | loss: 0.0311023 | val_loss: 0.0312175 | Time: 2274.7 ms
[2021-10-22 19:18:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312175
[2021-10-22 19:18:41 main:603] : INFO : Saving end state to config to file
[2021-10-22 19:18:41 main:608] : INFO : Success, exiting..
19:18:41 (22724): 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)