Task 12192885
| Name | ParityModified-1645992575-4389-0_0 |
| Workunit | 9374068 |
| Created | 27 Feb 2022, 20:09:36 UTC |
| Sent | 28 Feb 2022, 11:08:48 UTC |
| Report deadline | 8 Mar 2022, 11:08:48 UTC |
| Received | 28 Feb 2022, 13:37:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17492 |
| Run time | 1 hours 20 min 45 sec |
| CPU time | 1 hours 19 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,914.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0309998 | val_loss: 0.0313486 | Time: 2187.8 ms [2022-02-28 13:16:36 main:574] : INFO : Epoch 1543 | loss: 0.0309995 | val_loss: 0.0313718 | Time: 2519.29 ms [2022-02-28 13:16:38 main:574] : INFO : Epoch 1544 | loss: 0.0310011 | val_loss: 0.0313589 | Time: 2082.37 ms [2022-02-28 13:16:41 main:574] : INFO : Epoch 1545 | loss: 0.0309914 | val_loss: 0.0313377 | Time: 2516.02 ms [2022-02-28 13:16:43 main:574] : INFO : Epoch 1546 | loss: 0.0309894 | val_loss: 0.031364 | Time: 2273.28 ms [2022-02-28 13:16:46 main:574] : INFO : Epoch 1547 | loss: 0.0309943 | val_loss: 0.0313296 | Time: 2406.19 ms [2022-02-28 13:16:48 main:574] : INFO : Epoch 1548 | loss: 0.0309995 | val_loss: 0.0313514 | Time: 2381.34 ms [2022-02-28 13:16:50 main:574] : INFO : Epoch 1549 | loss: 0.0310108 | val_loss: 0.0313368 | Time: 2234.94 ms [2022-02-28 13:16:53 main:574] : INFO : Epoch 1550 | loss: 0.0310037 | val_loss: 0.0313277 | Time: 2514.85 ms [2022-02-28 13:16:55 main:574] : INFO : Epoch 1551 | loss: 0.0309942 | val_loss: 0.0313115 | Time: 2173.38 ms [2022-02-28 13:16:58 main:574] : INFO : Epoch 1552 | loss: 0.0309892 | val_loss: 0.0313424 | Time: 2749.77 ms [2022-02-28 13:17:00 main:574] : INFO : Epoch 1553 | loss: 0.0309894 | val_loss: 0.0313796 | Time: 2103 ms [2022-02-28 13:17:02 main:574] : INFO : Epoch 1554 | loss: 0.030995 | val_loss: 0.0313008 | Time: 2713.42 ms [2022-02-28 13:17:05 main:574] : INFO : Epoch 1555 | loss: 0.0310154 | val_loss: 0.0312989 | Time: 2200.2 ms [2022-02-28 13:17:07 main:574] : INFO : Epoch 1556 | loss: 0.0310108 | val_loss: 0.0313142 | Time: 2553.54 ms [2022-02-28 13:17:09 main:574] : INFO : Epoch 1557 | loss: 0.0310047 | val_loss: 0.0312982 | Time: 2029.5 ms [2022-02-28 13:17:12 main:574] : INFO : Epoch 1558 | loss: 0.0310003 | val_loss: 0.0313193 | Time: 2574.27 ms [2022-02-28 13:17:14 main:574] : INFO : Epoch 1559 | loss: 0.0309922 | val_loss: 0.0313376 | Time: 2198.65 ms [2022-02-28 13:17:17 main:574] : INFO : Epoch 1560 | loss: 0.0309936 | val_loss: 0.0313162 | Time: 2528.94 ms [2022-02-28 13:17:19 main:574] : INFO : Epoch 1561 | loss: 0.0309948 | val_loss: 0.0313351 | Time: 2194.42 ms [2022-02-28 13:17:21 main:574] : INFO : Epoch 1562 | loss: 0.0309945 | val_loss: 0.031296 | Time: 2492.77 ms [2022-02-28 13:17:23 main:574] : INFO : Epoch 1563 | loss: 0.0310079 | val_loss: 0.0313152 | Time: 2163.95 ms [2022-02-28 13:17:26 main:574] : INFO : Epoch 1564 | loss: 0.030998 | val_loss: 0.0313927 | Time: 2480.47 ms [2022-02-28 13:17:28 main:574] : INFO : Epoch 1565 | loss: 0.0309974 | val_loss: 0.0313328 | Time: 2307.97 ms [2022-02-28 13:17:31 main:574] : INFO : Epoch 1566 | loss: 0.0310005 | val_loss: 0.0313113 | Time: 2345.57 ms [2022-02-28 13:17:33 main:574] : INFO : Epoch 1567 | loss: 0.0310051 | val_loss: 0.0313707 | Time: 2413.23 ms [2022-02-28 13:17:35 main:574] : INFO : Epoch 1568 | loss: 0.0309999 | val_loss: 0.031411 | Time: 2402.81 ms [2022-02-28 13:17:38 main:574] : INFO : Epoch 1569 | loss: 0.0309977 | val_loss: 0.0313065 | Time: 2570.07 ms [2022-02-28 13:17:40 main:574] : INFO : Epoch 1570 | loss: 0.0309927 | val_loss: 0.0313285 | Time: 2222.76 ms [2022-02-28 13:17:43 main:574] : INFO : Epoch 1571 | loss: 0.0309914 | val_loss: 0.0313365 | Time: 2556.32 ms [2022-02-28 13:17:45 main:574] : INFO : Epoch 1572 | loss: 0.0309945 | val_loss: 0.0313422 | Time: 2152.9 ms [2022-02-28 13:17:47 main:574] : INFO : Epoch 1573 | loss: 0.0309965 | val_loss: 0.0313869 | Time: 2574.67 ms [2022-02-28 13:17:50 main:574] : INFO : Epoch 1574 | loss: 0.0310024 | val_loss: 0.0313501 | Time: 2398.62 ms [2022-02-28 13:17:52 main:574] : INFO : Epoch 1575 | loss: 0.0310036 | val_loss: 0.0313542 | Time: 2494.66 ms [2022-02-28 13:17:54 main:574] : INFO : Epoch 1576 | loss: 0.0310054 | val_loss: 0.0313313 | Time: 2055.08 ms [2022-02-28 13:17:57 main:574] : INFO : Epoch 1577 | loss: 0.0310125 | val_loss: 0.0313049 | Time: 2239.22 ms [2022-02-28 13:17:59 main:574] : INFO : Epoch 1578 | loss: 0.0310087 | val_loss: 0.0313327 | Time: 1985.86 ms [2022-02-28 13:18:01 main:574] : INFO : Epoch 1579 | loss: 0.0310069 | val_loss: 0.0313541 | Time: 2186.96 ms [2022-02-28 13:18:03 main:574] : INFO : Epoch 1580 | loss: 0.0309992 | val_loss: 0.0313263 | Time: 2206.47 ms [2022-02-28 13:18:05 main:574] : INFO : Epoch 1581 | loss: 0.0309973 | val_loss: 0.0313111 | Time: 2061.63 ms [2022-02-28 13:18:07 main:574] : INFO : Epoch 1582 | loss: 0.0309978 | val_loss: 0.0313504 | Time: 2244.97 ms [2022-02-28 13:18:09 main:574] : INFO : Epoch 1583 | loss: 0.0310638 | val_loss: 0.0312589 | Time: 1949.02 ms [2022-02-28 13:18:11 main:574] : INFO : Epoch 1584 | loss: 0.0310883 | val_loss: 0.0312783 | Time: 2127.39 ms [2022-02-28 13:18:14 main:574] : INFO : Epoch 1585 | loss: 0.0310521 | val_loss: 0.0313141 | Time: 2069.91 ms [2022-02-28 13:18:16 main:574] : INFO : Epoch 1586 | loss: 0.0310281 | val_loss: 0.0313157 | Time: 2586.49 ms [2022-02-28 13:18:18 main:574] : INFO : Epoch 1587 | loss: 0.0310143 | val_loss: 0.0313434 | Time: 2319.23 ms [2022-02-28 13:18:21 main:574] : INFO : Epoch 1588 | loss: 0.0310078 | val_loss: 0.0313194 | Time: 2504.04 ms [2022-02-28 13:18:23 main:574] : INFO : Epoch 1589 | loss: 0.0311235 | val_loss: 0.0320006 | Time: 2412.44 ms [2022-02-28 13:18:26 main:574] : INFO : Epoch 1590 | loss: 0.0312413 | val_loss: 0.0312953 | Time: 2417.75 ms [2022-02-28 13:18:28 main:574] : INFO : Epoch 1591 | loss: 0.0310412 | val_loss: 0.0312918 | Time: 2411 ms [2022-02-28 13:18:30 main:574] : INFO : Epoch 1592 | loss: 0.0310055 | val_loss: 0.0313147 | Time: 2229.52 ms [2022-02-28 13:18:33 main:574] : INFO : Epoch 1593 | loss: 0.0311244 | val_loss: 0.0312534 | Time: 2458.1 ms [2022-02-28 13:18:35 main:574] : INFO : Epoch 1594 | loss: 0.0311241 | val_loss: 0.0312368 | Time: 2061.3 ms [2022-02-28 13:18:38 main:574] : INFO : Epoch 1595 | loss: 0.0310857 | val_loss: 0.0312779 | Time: 2496.49 ms [2022-02-28 13:18:40 main:574] : INFO : Epoch 1596 | loss: 0.0310521 | val_loss: 0.0313137 | Time: 2180.81 ms [2022-02-28 13:18:42 main:574] : INFO : Epoch 1597 | loss: 0.0310281 | val_loss: 0.0312843 | Time: 2533.44 ms [2022-02-28 13:18:44 main:574] : INFO : Epoch 1598 | loss: 0.0310152 | val_loss: 0.0313045 | Time: 2043.58 ms [2022-02-28 13:18:47 main:574] : INFO : Epoch 1599 | loss: 0.0310014 | val_loss: 0.0312949 | Time: 2477.85 ms [2022-02-28 13:18:49 main:574] : INFO : Epoch 1600 | loss: 0.0310023 | val_loss: 0.0313211 | Time: 2674.43 ms [2022-02-28 13:18:52 main:574] : INFO : Epoch 1601 | loss: 0.0309969 | val_loss: 0.0313561 | Time: 2693.26 ms [2022-02-28 13:18:54 main:574] : INFO : Epoch 1602 | loss: 0.0309951 | val_loss: 0.0313604 | Time: 2126.95 ms [2022-02-28 13:18:57 main:574] : INFO : Epoch 1603 | loss: 0.0309904 | val_loss: 0.0313059 | Time: 2602.55 ms [2022-02-28 13:18:59 main:574] : INFO : Epoch 1604 | loss: 0.0309962 | val_loss: 0.0313554 | Time: 2089.04 ms [2022-02-28 13:19:01 main:574] : INFO : Epoch 1605 | loss: 0.0309952 | val_loss: 0.0313691 | Time: 2450.58 ms [2022-02-28 13:19:04 main:574] : INFO : Epoch 1606 | loss: 0.0309946 | val_loss: 0.0313308 | Time: 2261.08 ms [2022-02-28 13:19:06 main:574] : INFO : Epoch 1607 | loss: 0.0309903 | val_loss: 0.0313068 | Time: 2467.12 ms [2022-02-28 13:19:08 main:574] : INFO : Epoch 1608 | loss: 0.030994 | val_loss: 0.0313161 | Time: 2330.58 ms [2022-02-28 13:19:11 main:574] : INFO : Epoch 1609 | loss: 0.0310129 | val_loss: 0.0313207 | Time: 2250.06 ms [2022-02-28 13:19:13 main:574] : INFO : Epoch 1610 | loss: 0.0309924 | val_loss: 0.0313497 | Time: 2492.73 ms [2022-02-28 13:19:16 main:574] : INFO : Epoch 1611 | loss: 0.0309895 | val_loss: 0.0313554 | Time: 2272.68 ms [2022-02-28 13:19:18 main:574] : INFO : Epoch 1612 | loss: 0.0309944 | val_loss: 0.031362 | Time: 2597.55 ms [2022-02-28 13:19:20 main:574] : INFO : Epoch 1613 | loss: 0.0309912 | val_loss: 0.0313302 | Time: 2114.57 ms [2022-02-28 13:19:23 main:574] : INFO : Epoch 1614 | loss: 0.0309935 | val_loss: 0.0313626 | Time: 2683.19 ms [2022-02-28 13:19:25 main:574] : INFO : Epoch 1615 | loss: 0.0309884 | val_loss: 0.0313555 | Time: 2285.65 ms [2022-02-28 13:19:28 main:574] : INFO : Epoch 1616 | loss: 0.0309915 | val_loss: 0.0313806 | Time: 2484.08 ms [2022-02-28 13:19:30 main:574] : INFO : Epoch 1617 | loss: 0.030994 | val_loss: 0.0313427 | Time: 2160.26 ms [2022-02-28 13:19:33 main:574] : INFO : Epoch 1618 | loss: 0.0309998 | val_loss: 0.0312979 | Time: 2657.02 ms [2022-02-28 13:19:35 main:574] : INFO : Epoch 1619 | loss: 0.0310859 | val_loss: 0.0312989 | Time: 2123.59 ms [2022-02-28 13:19:37 main:574] : INFO : Epoch 1620 | loss: 0.0311113 | val_loss: 0.0312815 | Time: 2452.59 ms [2022-02-28 13:19:39 main:574] : INFO : Epoch 1621 | loss: 0.0310824 | val_loss: 0.0312854 | Time: 1960.19 ms [2022-02-28 13:19:42 main:574] : INFO : Epoch 1622 | loss: 0.0310408 | val_loss: 0.0313101 | Time: 2553.89 ms [2022-02-28 13:19:44 main:574] : INFO : Epoch 1623 | loss: 0.0310088 | val_loss: 0.0313329 | Time: 2220.42 ms [2022-02-28 13:19:46 main:574] : INFO : Epoch 1624 | loss: 0.0309961 | val_loss: 0.0313029 | Time: 2517.31 ms [2022-02-28 13:19:49 main:574] : INFO : Epoch 1625 | loss: 0.0309974 | val_loss: 0.03137 | Time: 2367.96 ms [2022-02-28 13:19:51 main:574] : INFO : Epoch 1626 | loss: 0.0309954 | val_loss: 0.0313223 | Time: 2463.93 ms [2022-02-28 13:19:54 main:574] : INFO : Epoch 1627 | loss: 0.0309983 | val_loss: 0.0313248 | Time: 2348.55 ms [2022-02-28 13:19:56 main:574] : INFO : Epoch 1628 | loss: 0.0309968 | val_loss: 0.031342 | Time: 2357.13 ms [2022-02-28 13:19:58 main:574] : INFO : Epoch 1629 | loss: 0.0309944 | val_loss: 0.0313507 | Time: 2519.93 ms [2022-02-28 13:20:01 main:574] : INFO : Epoch 1630 | loss: 0.0309968 | val_loss: 0.0313447 | Time: 2659.19 ms [2022-02-28 13:20:04 main:574] : INFO : Epoch 1631 | loss: 0.0309976 | val_loss: 0.0313246 | Time: 2607.49 ms [2022-02-28 13:20:06 main:574] : INFO : Epoch 1632 | loss: 0.030993 | val_loss: 0.0313327 | Time: 2311.21 ms [2022-02-28 13:20:09 main:574] : INFO : Epoch 1633 | loss: 0.0309982 | val_loss: 0.0313397 | Time: 2481.01 ms [2022-02-28 13:20:11 main:574] : INFO : Epoch 1634 | loss: 0.0309991 | val_loss: 0.0313083 | Time: 2268.45 ms [2022-02-28 13:20:13 main:574] : INFO : Epoch 1635 | loss: 0.0310038 | val_loss: 0.0313536 | Time: 2420.54 ms [2022-02-28 13:20:15 main:574] : INFO : Epoch 1636 | loss: 0.031001 | val_loss: 0.0313254 | Time: 2175.38 ms [2022-02-28 13:20:18 main:574] : INFO : Epoch 1637 | loss: 0.030991 | val_loss: 0.0313669 | Time: 2537.89 ms [2022-02-28 13:20:20 main:574] : INFO : Epoch 1638 | loss: 0.0309919 | val_loss: 0.0313354 | Time: 2217.84 ms [2022-02-28 13:20:23 main:574] : INFO : Epoch 1639 | loss: 0.0309987 | val_loss: 0.0313152 | Time: 2511.32 ms [2022-02-28 13:20:25 main:574] : INFO : Epoch 1640 | loss: 0.0310041 | val_loss: 0.0313376 | Time: 2149.49 ms [2022-02-28 13:20:27 main:574] : INFO : Epoch 1641 | loss: 0.031014 | val_loss: 0.0312783 | Time: 2482.73 ms [2022-02-28 13:20:29 main:574] : INFO : Epoch 1642 | loss: 0.0310082 | val_loss: 0.0313262 | Time: 2081.3 ms [2022-02-28 13:20:32 main:574] : INFO : Epoch 1643 | loss: 0.0310084 | val_loss: 0.0313261 | Time: 2728 ms [2022-02-28 13:20:34 main:574] : INFO : Epoch 1644 | loss: 0.0310042 | val_loss: 0.0313289 | Time: 2126.76 ms [2022-02-28 13:20:37 main:574] : INFO : Epoch 1645 | loss: 0.0309971 | val_loss: 0.0313111 | Time: 2693.99 ms [2022-02-28 13:20:39 main:574] : INFO : Epoch 1646 | loss: 0.0310184 | val_loss: 0.0312987 | Time: 2180.17 ms [2022-02-28 13:20:42 main:574] : INFO : Epoch 1647 | loss: 0.0309964 | val_loss: 0.0313186 | Time: 2523.25 ms [2022-02-28 13:20:44 main:574] : INFO : Epoch 1648 | loss: 0.0309901 | val_loss: 0.0313151 | Time: 2204.78 ms [2022-02-28 13:20:46 main:574] : INFO : Epoch 1649 | loss: 0.0310058 | val_loss: 0.0312988 | Time: 2287.38 ms [2022-02-28 13:20:49 main:574] : INFO : Epoch 1650 | loss: 0.0310117 | val_loss: 0.0313275 | Time: 2328 ms [2022-02-28 13:20:51 main:574] : INFO : Epoch 1651 | loss: 0.0309943 | val_loss: 0.0313198 | Time: 2133.47 ms [2022-02-28 13:20:53 main:574] : INFO : Epoch 1652 | loss: 0.0309929 | val_loss: 0.0313382 | Time: 2494.73 ms [2022-02-28 13:20:55 main:574] : INFO : Epoch 1653 | loss: 0.0309941 | val_loss: 0.0313124 | Time: 2063.14 ms [2022-02-28 13:20:58 main:574] : INFO : Epoch 1654 | loss: 0.0309968 | val_loss: 0.0313021 | Time: 2550.76 ms [2022-02-28 13:21:00 main:574] : INFO : Epoch 1655 | loss: 0.0310014 | val_loss: 0.031317 | Time: 1991.27 ms [2022-02-28 13:21:02 main:574] : INFO : Epoch 1656 | loss: 0.0309958 | val_loss: 0.0313368 | Time: 2265.45 ms [2022-02-28 13:21:04 main:574] : INFO : Epoch 1657 | loss: 0.0309846 | val_loss: 0.0313481 | Time: 2122.08 ms [2022-02-28 13:21:06 main:574] : INFO : Epoch 1658 | loss: 0.0310031 | val_loss: 0.0312719 | Time: 2247.59 ms [2022-02-28 13:21:09 main:574] : INFO : Epoch 1659 | loss: 0.0310242 | val_loss: 0.0312983 | Time: 2174.41 ms [2022-02-28 13:21:11 main:574] : INFO : Epoch 1660 | loss: 0.0310066 | val_loss: 0.0313479 | Time: 2007.21 ms [2022-02-28 13:21:13 main:574] : INFO : Epoch 1661 | loss: 0.0310043 | val_loss: 0.0313319 | Time: 2224.46 ms [2022-02-28 13:21:15 main:574] : INFO : Epoch 1662 | loss: 0.0309987 | val_loss: 0.031325 | Time: 1987.69 ms [2022-02-28 13:21:17 main:574] : INFO : Epoch 1663 | loss: 0.0309883 | val_loss: 0.0313487 | Time: 2166.25 ms [2022-02-28 13:21:19 main:574] : INFO : Epoch 1664 | loss: 0.030998 | val_loss: 0.0313089 | Time: 2054.97 ms [2022-02-28 13:21:21 main:574] : INFO : Epoch 1665 | loss: 0.0310111 | val_loss: 0.0313143 | Time: 2107.58 ms [2022-02-28 13:21:23 main:574] : INFO : Epoch 1666 | loss: 0.0310039 | val_loss: 0.0313226 | Time: 2328.71 ms [2022-02-28 13:21:26 main:574] : INFO : Epoch 1667 | loss: 0.0309962 | val_loss: 0.0313062 | Time: 2056.37 ms [2022-02-28 13:21:28 main:574] : INFO : Epoch 1668 | loss: 0.0309964 | val_loss: 0.0313257 | Time: 2192.47 ms [2022-02-28 13:21:30 main:574] : INFO : Epoch 1669 | loss: 0.031001 | val_loss: 0.0313369 | Time: 2036.44 ms [2022-02-28 13:21:32 main:574] : INFO : Epoch 1670 | loss: 0.0309962 | val_loss: 0.031346 | Time: 2280.99 ms [2022-02-28 13:21:34 main:574] : INFO : Epoch 1671 | loss: 0.0309931 | val_loss: 0.0313324 | Time: 2194.86 ms [2022-02-28 13:21:36 main:574] : INFO : Epoch 1672 | loss: 0.0309929 | val_loss: 0.0313491 | Time: 2163.3 ms [2022-02-28 13:21:39 main:574] : INFO : Epoch 1673 | loss: 0.0309947 | val_loss: 0.0313253 | Time: 2292.6 ms [2022-02-28 13:21:41 main:574] : INFO : Epoch 1674 | loss: 0.030995 | val_loss: 0.0313227 | Time: 2146.55 ms [2022-02-28 13:21:43 main:574] : INFO : Epoch 1675 | loss: 0.0309997 | val_loss: 0.0313384 | Time: 2465.73 ms [2022-02-28 13:21:45 main:574] : INFO : Epoch 1676 | loss: 0.0309902 | val_loss: 0.0313278 | Time: 2105.14 ms [2022-02-28 13:21:48 main:574] : INFO : Epoch 1677 | loss: 0.0309979 | val_loss: 0.0313587 | Time: 2372.86 ms [2022-02-28 13:21:50 main:574] : INFO : Epoch 1678 | loss: 0.0310129 | val_loss: 0.0313437 | Time: 1963.51 ms [2022-02-28 13:21:52 main:574] : INFO : Epoch 1679 | loss: 0.030997 | val_loss: 0.0313447 | Time: 2387.65 ms [2022-02-28 13:21:54 main:574] : INFO : Epoch 1680 | loss: 0.0309921 | val_loss: 0.0313268 | Time: 2024.51 ms [2022-02-28 13:21:56 main:574] : INFO : Epoch 1681 | loss: 0.0309912 | val_loss: 0.0313269 | Time: 2241.95 ms [2022-02-28 13:21:59 main:574] : INFO : Epoch 1682 | loss: 0.030995 | val_loss: 0.0313516 | Time: 2263.02 ms [2022-02-28 13:22:01 main:574] : INFO : Epoch 1683 | loss: 0.0309965 | val_loss: 0.0313427 | Time: 2058.38 ms [2022-02-28 13:22:03 main:574] : INFO : Epoch 1684 | loss: 0.0310082 | val_loss: 0.0313037 | Time: 2367.92 ms [2022-02-28 13:22:05 main:574] : INFO : Epoch 1685 | loss: 0.031011 | val_loss: 0.0313402 | Time: 1990.58 ms [2022-02-28 13:22:08 main:574] : INFO : Epoch 1686 | loss: 0.0309961 | val_loss: 0.0313268 | Time: 2417.35 ms [2022-02-28 13:22:10 main:574] : INFO : Epoch 1687 | loss: 0.0309935 | val_loss: 0.031389 | Time: 1928.11 ms [2022-02-28 13:22:12 main:574] : INFO : Epoch 1688 | loss: 0.0310014 | val_loss: 0.0313114 | Time: 2237.21 ms [2022-02-28 13:22:14 main:574] : INFO : Epoch 1689 | loss: 0.0310047 | val_loss: 0.0313087 | Time: 2143.26 ms [2022-02-28 13:22:16 main:574] : INFO : Epoch 1690 | loss: 0.0309961 | val_loss: 0.0313339 | Time: 2002.99 ms [2022-02-28 13:22:18 main:574] : INFO : Epoch 1691 | loss: 0.0309946 | val_loss: 0.031323 | Time: 2289.88 ms [2022-02-28 13:22:20 main:574] : INFO : Epoch 1692 | loss: 0.0310058 | val_loss: 0.0313115 | Time: 1983.19 ms [2022-02-28 13:22:23 main:574] : INFO : Epoch 1693 | loss: 0.031001 | val_loss: 0.0313166 | Time: 2356.93 ms [2022-02-28 13:22:25 main:574] : INFO : Epoch 1694 | loss: 0.0309947 | val_loss: 0.0313189 | Time: 2009.67 ms [2022-02-28 13:22:27 main:574] : INFO : Epoch 1695 | loss: 0.0309953 | val_loss: 0.03134 | Time: 2201.33 ms [2022-02-28 13:22:29 main:574] : INFO : Epoch 1696 | loss: 0.0310049 | val_loss: 0.0313612 | Time: 2130.66 ms [2022-02-28 13:22:31 main:574] : INFO : Epoch 1697 | loss: 0.0310051 | val_loss: 0.0313365 | Time: 1960.19 ms [2022-02-28 13:22:33 main:574] : INFO : Epoch 1698 | loss: 0.0309946 | val_loss: 0.0313147 | Time: 2272.89 ms [2022-02-28 13:22:35 main:574] : INFO : Epoch 1699 | loss: 0.0309967 | val_loss: 0.0313291 | Time: 2019.77 ms [2022-02-28 13:22:37 main:574] : INFO : Epoch 1700 | loss: 0.0309959 | val_loss: 0.0313204 | Time: 2290.32 ms [2022-02-28 13:22:40 main:574] : INFO : Epoch 1701 | loss: 0.0310006 | val_loss: 0.0313284 | Time: 2012.64 ms [2022-02-28 13:22:42 main:574] : INFO : Epoch 1702 | loss: 0.0309932 | val_loss: 0.0313458 | Time: 2115.39 ms [2022-02-28 13:22:44 main:574] : INFO : Epoch 1703 | loss: 0.0310001 | val_loss: 0.0313319 | Time: 2225.25 ms [2022-02-28 13:22:46 main:574] : INFO : Epoch 1704 | loss: 0.0309989 | val_loss: 0.0313117 | Time: 1961.11 ms [2022-02-28 13:22:48 main:574] : INFO : Epoch 1705 | loss: 0.0309989 | val_loss: 0.031323 | Time: 2248 ms [2022-02-28 13:22:50 main:574] : INFO : Epoch 1706 | loss: 0.0309982 | val_loss: 0.0312927 | Time: 1857.78 ms [2022-02-28 13:22:52 main:574] : INFO : Epoch 1707 | loss: 0.0309999 | val_loss: 0.0313637 | Time: 2259.52 ms [2022-02-28 13:22:54 main:574] : INFO : Epoch 1708 | loss: 0.0309986 | val_loss: 0.0313207 | Time: 2164.31 ms [2022-02-28 13:22:56 main:574] : INFO : Epoch 1709 | loss: 0.031007 | val_loss: 0.0313079 | Time: 2060.27 ms [2022-02-28 13:22:59 main:574] : INFO : Epoch 1710 | loss: 0.0310012 | val_loss: 0.031312 | Time: 2293.71 ms [2022-02-28 13:23:01 main:574] : INFO : Epoch 1711 | loss: 0.0309916 | val_loss: 0.0313866 | Time: 1959.98 ms [2022-02-28 13:23:03 main:574] : INFO : Epoch 1712 | loss: 0.0309906 | val_loss: 0.0313477 | Time: 2310.53 ms [2022-02-28 13:23:05 main:574] : INFO : Epoch 1713 | loss: 0.0309944 | val_loss: 0.0313312 | Time: 2086.07 ms [2022-02-28 13:23:07 main:574] : INFO : Epoch 1714 | loss: 0.0310084 | val_loss: 0.0312944 | Time: 2375.36 ms [2022-02-28 13:23:10 main:574] : INFO : Epoch 1715 | loss: 0.0310166 | val_loss: 0.0313 | Time: 2021.33 ms [2022-02-28 13:23:12 main:574] : INFO : Epoch 1716 | loss: 0.0310107 | val_loss: 0.0313178 | Time: 2406.84 ms [2022-02-28 13:23:14 main:574] : INFO : Epoch 1717 | loss: 0.0309992 | val_loss: 0.0313274 | Time: 2203.65 ms [2022-02-28 13:23:17 main:574] : INFO : Epoch 1718 | loss: 0.0309939 | val_loss: 0.0313291 | Time: 2447.91 ms [2022-02-28 13:23:19 main:574] : INFO : Epoch 1719 | loss: 0.0309908 | val_loss: 0.0313262 | Time: 2315.38 ms [2022-02-28 13:23:21 main:574] : INFO : Epoch 1720 | loss: 0.0309872 | val_loss: 0.0313546 | Time: 1944.62 ms [2022-02-28 13:23:23 main:574] : INFO : Epoch 1721 | loss: 0.0309884 | val_loss: 0.0313176 | Time: 2282.48 ms [2022-02-28 13:23:25 main:574] : INFO : Epoch 1722 | loss: 0.0310012 | val_loss: 0.0313324 | Time: 1951.81 ms [2022-02-28 13:23:27 main:574] : INFO : Epoch 1723 | loss: 0.0310081 | val_loss: 0.0313628 | Time: 2265.18 ms [2022-02-28 13:23:29 main:574] : INFO : Epoch 1724 | loss: 0.0310021 | val_loss: 0.03133 | Time: 2049.58 ms [2022-02-28 13:23:32 main:574] : INFO : Epoch 1725 | loss: 0.0310018 | val_loss: 0.0313293 | Time: 2208.44 ms [2022-02-28 13:23:34 main:574] : INFO : Epoch 1726 | loss: 0.0309931 | val_loss: 0.0313262 | Time: 2440.13 ms [2022-02-28 13:23:36 main:574] : INFO : Epoch 1727 | loss: 0.0309944 | val_loss: 0.0313252 | Time: 2132.9 ms [2022-02-28 13:23:39 main:574] : INFO : Epoch 1728 | loss: 0.0310014 | val_loss: 0.0313405 | Time: 2368.73 ms [2022-02-28 13:23:41 main:574] : INFO : Epoch 1729 | loss: 0.0310035 | val_loss: 0.0313344 | Time: 2078.79 ms [2022-02-28 13:23:43 main:574] : INFO : Epoch 1730 | loss: 0.0309964 | val_loss: 0.0313373 | Time: 2358.49 ms [2022-02-28 13:23:45 main:574] : INFO : Epoch 1731 | loss: 0.0310009 | val_loss: 0.0313152 | Time: 1945.49 ms [2022-02-28 13:23:47 main:574] : INFO : Epoch 1732 | loss: 0.0310046 | val_loss: 0.0313358 | Time: 2281.45 ms [2022-02-28 13:23:49 main:574] : INFO : Epoch 1733 | loss: 0.0309946 | val_loss: 0.0313455 | Time: 2168.45 ms [2022-02-28 13:23:52 main:574] : INFO : Epoch 1734 | loss: 0.0309871 | val_loss: 0.0313241 | Time: 2325.44 ms [2022-02-28 13:23:54 main:574] : INFO : Epoch 1735 | loss: 0.0309948 | val_loss: 0.0313634 | Time: 2297.05 ms [2022-02-28 13:23:56 main:574] : INFO : Epoch 1736 | loss: 0.0309943 | val_loss: 0.0313076 | Time: 2051.91 ms [2022-02-28 13:23:58 main:574] : INFO : Epoch 1737 | loss: 0.0310003 | val_loss: 0.0313017 | Time: 2253.51 ms [2022-02-28 13:24:01 main:574] : INFO : Epoch 1738 | loss: 0.0310055 | val_loss: 0.0313423 | Time: 2191.65 ms [2022-02-28 13:24:03 main:574] : INFO : Epoch 1739 | loss: 0.0309987 | val_loss: 0.0313132 | Time: 2259.83 ms [2022-02-28 13:24:05 main:574] : INFO : Epoch 1740 | loss: 0.0309906 | val_loss: 0.0313323 | Time: 1974.76 ms [2022-02-28 13:24:07 main:574] : INFO : Epoch 1741 | loss: 0.0309926 | val_loss: 0.0313563 | Time: 2293.67 ms [2022-02-28 13:24:09 main:574] : INFO : Epoch 1742 | loss: 0.0309867 | val_loss: 0.0313028 | Time: 2217.27 ms [2022-02-28 13:24:11 main:574] : INFO : Epoch 1743 | loss: 0.0309985 | val_loss: 0.0313111 | Time: 2089.5 ms [2022-02-28 13:24:14 main:574] : INFO : Epoch 1744 | loss: 0.0309953 | val_loss: 0.0313355 | Time: 2331.96 ms [2022-02-28 13:24:16 main:574] : INFO : Epoch 1745 | loss: 0.0309954 | val_loss: 0.0313664 | Time: 1997.99 ms [2022-02-28 13:24:18 main:574] : INFO : Epoch 1746 | loss: 0.0310013 | val_loss: 0.0313549 | Time: 2377.51 ms [2022-02-28 13:24:20 main:574] : INFO : Epoch 1747 | loss: 0.0309925 | val_loss: 0.0313315 | Time: 1972.13 ms [2022-02-28 13:24:23 main:574] : INFO : Epoch 1748 | loss: 0.0309955 | val_loss: 0.0313373 | Time: 2411.95 ms [2022-02-28 13:24:25 main:574] : INFO : Epoch 1749 | loss: 0.0309925 | val_loss: 0.0313096 | Time: 2207.42 ms [2022-02-28 13:24:27 main:574] : INFO : Epoch 1750 | loss: 0.0310014 | val_loss: 0.0313514 | Time: 2281.97 ms [2022-02-28 13:24:29 main:574] : INFO : Epoch 1751 | loss: 0.0310324 | val_loss: 0.0312834 | Time: 2319.37 ms [2022-02-28 13:24:31 main:574] : INFO : Epoch 1752 | loss: 0.03101 | val_loss: 0.0313542 | Time: 2070.35 ms [2022-02-28 13:24:34 main:574] : INFO : Epoch 1753 | loss: 0.0310086 | val_loss: 0.031323 | Time: 2342.88 ms [2022-02-28 13:24:36 main:574] : INFO : Epoch 1754 | loss: 0.0309935 | val_loss: 0.0313387 | Time: 1999.6 ms [2022-02-28 13:24:38 main:574] : INFO : Epoch 1755 | loss: 0.0309857 | val_loss: 0.0313249 | Time: 2434.12 ms [2022-02-28 13:24:40 main:574] : INFO : Epoch 1756 | loss: 0.030987 | val_loss: 0.0313619 | Time: 2032.13 ms [2022-02-28 13:24:43 main:574] : INFO : Epoch 1757 | loss: 0.0309974 | val_loss: 0.0313144 | Time: 2490.04 ms [2022-02-28 13:24:45 main:574] : INFO : Epoch 1758 | loss: 0.0310074 | val_loss: 0.031301 | Time: 2110.69 ms [2022-02-28 13:24:47 main:574] : INFO : Epoch 1759 | loss: 0.0310077 | val_loss: 0.0312983 | Time: 2407.01 ms [2022-02-28 13:24:50 main:574] : INFO : Epoch 1760 | loss: 0.0310098 | val_loss: 0.0313551 | Time: 2229.61 ms [2022-02-28 13:24:52 main:574] : INFO : Epoch 1761 | loss: 0.0309947 | val_loss: 0.031347 | Time: 2230.14 ms [2022-02-28 13:24:54 main:574] : INFO : Epoch 1762 | loss: 0.0309887 | val_loss: 0.0313041 | Time: 2533.31 ms [2022-02-28 13:24:56 main:574] : INFO : Epoch 1763 | loss: 0.0310829 | val_loss: 0.0312161 | Time: 2174.92 ms [2022-02-28 13:24:59 main:574] : INFO : Epoch 1764 | loss: 0.0311751 | val_loss: 0.0312198 | Time: 2564.55 ms [2022-02-28 13:25:01 main:574] : INFO : Epoch 1765 | loss: 0.0311582 | val_loss: 0.0312156 | Time: 2160.35 ms [2022-02-28 13:25:04 main:574] : INFO : Epoch 1766 | loss: 0.0311418 | val_loss: 0.0312167 | Time: 2630 ms [2022-02-28 13:25:06 main:574] : INFO : Epoch 1767 | loss: 0.0311291 | val_loss: 0.0312179 | Time: 2253.49 ms [2022-02-28 13:25:09 main:574] : INFO : Epoch 1768 | loss: 0.0311156 | val_loss: 0.0312221 | Time: 2793.56 ms [2022-02-28 13:25:11 main:574] : INFO : Epoch 1769 | loss: 0.0311002 | val_loss: 0.0312317 | Time: 2192.1 ms [2022-02-28 13:25:14 main:574] : INFO : Epoch 1770 | loss: 0.0310834 | val_loss: 0.0312746 | Time: 2552.24 ms [2022-02-28 13:25:16 main:574] : INFO : Epoch 1771 | loss: 0.0310679 | val_loss: 0.0312712 | Time: 2051.23 ms [2022-02-28 13:25:18 main:574] : INFO : Epoch 1772 | loss: 0.0310518 | val_loss: 0.0312796 | Time: 2625.72 ms [2022-02-28 13:25:20 main:574] : INFO : Epoch 1773 | loss: 0.0310352 | val_loss: 0.0312608 | Time: 2035.78 ms [2022-02-28 13:25:23 main:574] : INFO : Epoch 1774 | loss: 0.031025 | val_loss: 0.0312817 | Time: 2458.07 ms [2022-02-28 13:25:25 main:574] : INFO : Epoch 1775 | loss: 0.0310154 | val_loss: 0.0312811 | Time: 2085.26 ms [2022-02-28 13:25:27 main:574] : INFO : Epoch 1776 | loss: 0.0310086 | val_loss: 0.0313431 | Time: 2435.17 ms [2022-02-28 13:25:30 main:574] : INFO : Epoch 1777 | loss: 0.0310023 | val_loss: 0.0313313 | Time: 2364.33 ms [2022-02-28 13:25:32 main:574] : INFO : Epoch 1778 | loss: 0.0310004 | val_loss: 0.0313092 | Time: 2259.12 ms [2022-02-28 13:25:35 main:574] : INFO : Epoch 1779 | loss: 0.0310005 | val_loss: 0.0313432 | Time: 2538.11 ms [2022-02-28 13:25:37 main:574] : INFO : Epoch 1780 | loss: 0.0309998 | val_loss: 0.0313178 | Time: 2153.23 ms [2022-02-28 13:25:39 main:574] : INFO : Epoch 1781 | loss: 0.0310091 | val_loss: 0.031334 | Time: 2347.7 ms [2022-02-28 13:25:41 main:574] : INFO : Epoch 1782 | loss: 0.0310022 | val_loss: 0.0312841 | Time: 2170.38 ms [2022-02-28 13:25:44 main:574] : INFO : Epoch 1783 | loss: 0.0309935 | val_loss: 0.0313537 | Time: 2424.17 ms [2022-02-28 13:25:46 main:574] : INFO : Epoch 1784 | loss: 0.0309907 | val_loss: 0.0313107 | Time: 2115.51 ms [2022-02-28 13:25:48 main:574] : INFO : Epoch 1785 | loss: 0.0310013 | val_loss: 0.0313188 | Time: 2474.65 ms [2022-02-28 13:25:50 main:574] : INFO : Epoch 1786 | loss: 0.0309933 | val_loss: 0.0313558 | Time: 2003.08 ms [2022-02-28 13:25:53 main:574] : INFO : Epoch 1787 | loss: 0.0309917 | val_loss: 0.0313162 | Time: 2514.56 ms [2022-02-28 13:25:55 main:574] : INFO : Epoch 1788 | loss: 0.0309993 | val_loss: 0.0313108 | Time: 2236.97 ms [2022-02-28 13:25:57 main:574] : INFO : Epoch 1789 | loss: 0.0310344 | val_loss: 0.0313186 | Time: 2385.09 ms [2022-02-28 13:26:00 main:574] : INFO : Epoch 1790 | loss: 0.031014 | val_loss: 0.0313445 | Time: 2324.84 ms [2022-02-28 13:26:02 main:574] : INFO : Epoch 1791 | loss: 0.0310033 | val_loss: 0.0312999 | Time: 2311.74 ms [2022-02-28 13:26:04 main:574] : INFO : Epoch 1792 | loss: 0.0310174 | val_loss: 0.0313275 | Time: 2439.04 ms [2022-02-28 13:26:07 main:574] : INFO : Epoch 1793 | loss: 0.0310094 | val_loss: 0.0313332 | Time: 2157.48 ms [2022-02-28 13:26:09 main:574] : INFO : Epoch 1794 | loss: 0.0309963 | val_loss: 0.0313391 | Time: 2591.99 ms [2022-02-28 13:26:11 main:574] : INFO : Epoch 1795 | loss: 0.0309873 | val_loss: 0.0313227 | Time: 2056.37 ms [2022-02-28 13:26:14 main:574] : INFO : Epoch 1796 | loss: 0.0309965 | val_loss: 0.0313475 | Time: 2540.61 ms [2022-02-28 13:26:16 main:574] : INFO : Epoch 1797 | loss: 0.0309994 | val_loss: 0.0312952 | Time: 2112.62 ms [2022-02-28 13:26:18 main:574] : INFO : Epoch 1798 | loss: 0.0309979 | val_loss: 0.0313191 | Time: 2450.8 ms [2022-02-28 13:26:21 main:574] : INFO : Epoch 1799 | loss: 0.0310055 | val_loss: 0.0313426 | Time: 2086.68 ms [2022-02-28 13:26:23 main:574] : INFO : Epoch 1800 | loss: 0.0309986 | val_loss: 0.0313234 | Time: 2801.33 ms [2022-02-28 13:26:25 main:574] : INFO : Epoch 1801 | loss: 0.0309932 | val_loss: 0.0313291 | Time: 2057.51 ms [2022-02-28 13:26:28 main:574] : INFO : Epoch 1802 | loss: 0.0309981 | val_loss: 0.0313542 | Time: 2228.54 ms [2022-02-28 13:26:30 main:574] : INFO : Epoch 1803 | loss: 0.0309982 | val_loss: 0.0313231 | Time: 2130.35 ms [2022-02-28 13:26:32 main:574] : INFO : Epoch 1804 | loss: 0.0309936 | val_loss: 0.0313322 | Time: 2074.5 ms [2022-02-28 13:26:34 main:574] : INFO : Epoch 1805 | loss: 0.0309956 | val_loss: 0.0313713 | Time: 2230.32 ms [2022-02-28 13:26:36 main:574] : INFO : Epoch 1806 | loss: 0.0309951 | val_loss: 0.0313287 | Time: 1976.21 ms [2022-02-28 13:26:38 main:574] : INFO : Epoch 1807 | loss: 0.0309977 | val_loss: 0.0313224 | Time: 2197.34 ms [2022-02-28 13:26:40 main:574] : INFO : Epoch 1808 | loss: 0.031008 | val_loss: 0.0313693 | Time: 1972.54 ms [2022-02-28 13:26:42 main:574] : INFO : Epoch 1809 | loss: 0.0310022 | val_loss: 0.0313155 | Time: 2223.14 ms [2022-02-28 13:26:45 main:574] : INFO : Epoch 1810 | loss: 0.0309951 | val_loss: 0.0313298 | Time: 2174.11 ms [2022-02-28 13:26:47 main:574] : INFO : Epoch 1811 | loss: 0.0309943 | val_loss: 0.031327 | Time: 1921.72 ms [2022-02-28 13:26:49 main:574] : INFO : Epoch 1812 | loss: 0.0310117 | val_loss: 0.0313219 | Time: 2270.07 ms [2022-02-28 13:26:51 main:574] : INFO : Epoch 1813 | loss: 0.0310038 | val_loss: 0.0313524 | Time: 1994.48 ms [2022-02-28 13:26:53 main:574] : INFO : Epoch 1814 | loss: 0.0309941 | val_loss: 0.031354 | Time: 2087.1 ms [2022-02-28 13:26:55 main:574] : INFO : Epoch 1815 | loss: 0.0309871 | val_loss: 0.0313341 | Time: 2088.48 ms [2022-02-28 13:26:57 main:574] : INFO : Epoch 1816 | loss: 0.0309973 | val_loss: 0.0313241 | Time: 2098.95 ms [2022-02-28 13:26:59 main:574] : INFO : Epoch 1817 | loss: 0.0309991 | val_loss: 0.0313134 | Time: 2175.49 ms [2022-02-28 13:27:01 main:574] : INFO : Epoch 1818 | loss: 0.030994 | val_loss: 0.0313308 | Time: 2000.78 ms [2022-02-28 13:27:04 main:574] : INFO : Epoch 1819 | loss: 0.0309938 | val_loss: 0.0313192 | Time: 2258.26 ms [2022-02-28 13:27:05 main:574] : INFO : Epoch 1820 | loss: 0.0309972 | val_loss: 0.0312927 | Time: 1931.49 ms [2022-02-28 13:27:08 main:574] : INFO : Epoch 1821 | loss: 0.031 | val_loss: 0.0313359 | Time: 2313.02 ms [2022-02-28 13:27:10 main:574] : INFO : Epoch 1822 | loss: 0.0309897 | val_loss: 0.0313591 | Time: 2037.19 ms [2022-02-28 13:27:12 main:574] : INFO : Epoch 1823 | loss: 0.030992 | val_loss: 0.0313303 | Time: 2000.77 ms [2022-02-28 13:27:14 main:574] : INFO : Epoch 1824 | loss: 0.0310895 | val_loss: 0.0312304 | Time: 2177.47 ms [2022-02-28 13:27:16 main:574] : INFO : Epoch 1825 | loss: 0.0310853 | val_loss: 0.0312927 | Time: 1945.67 ms [2022-02-28 13:27:18 main:574] : INFO : Epoch 1826 | loss: 0.0310406 | val_loss: 0.0313092 | Time: 2154.75 ms [2022-02-28 13:27:20 main:574] : INFO : Epoch 1827 | loss: 0.0310215 | val_loss: 0.0313305 | Time: 2001.6 ms [2022-02-28 13:27:22 main:574] : INFO : Epoch 1828 | loss: 0.0309999 | val_loss: 0.0313344 | Time: 2061.54 ms [2022-02-28 13:27:24 main:574] : INFO : Epoch 1829 | loss: 0.0309921 | val_loss: 0.0313023 | Time: 2148.4 ms [2022-02-28 13:27:26 main:574] : INFO : Epoch 1830 | loss: 0.030993 | val_loss: 0.0313091 | Time: 1911.76 ms [2022-02-28 13:27:28 main:574] : INFO : Epoch 1831 | loss: 0.0310004 | val_loss: 0.0313229 | Time: 2141.88 ms [2022-02-28 13:27:30 main:574] : INFO : Epoch 1832 | loss: 0.0309899 | val_loss: 0.0313179 | Time: 1921.35 ms [2022-02-28 13:27:32 main:574] : INFO : Epoch 1833 | loss: 0.0309947 | val_loss: 0.0313542 | Time: 2088.36 ms [2022-02-28 13:27:35 main:574] : INFO : Epoch 1834 | loss: 0.0309937 | val_loss: 0.0313572 | Time: 2125.29 ms [2022-02-28 13:27:37 main:574] : INFO : Epoch 1835 | loss: 0.0309937 | val_loss: 0.0313075 | Time: 2028.47 ms [2022-02-28 13:27:39 main:574] : INFO : Epoch 1836 | loss: 0.0309982 | val_loss: 0.0313504 | Time: 2143.12 ms [2022-02-28 13:27:41 main:574] : INFO : Epoch 1837 | loss: 0.0310067 | val_loss: 0.0313292 | Time: 1938.92 ms [2022-02-28 13:27:43 main:574] : INFO : Epoch 1838 | loss: 0.0309945 | val_loss: 0.0313308 | Time: 2514.65 ms [2022-02-28 13:27:45 main:574] : INFO : Epoch 1839 | loss: 0.0309968 | val_loss: 0.0313214 | Time: 1995.33 ms [2022-02-28 13:27:47 main:574] : INFO : Epoch 1840 | loss: 0.0310112 | val_loss: 0.031294 | Time: 2165.04 ms [2022-02-28 13:27:50 main:574] : INFO : Epoch 1841 | loss: 0.031013 | val_loss: 0.0313023 | Time: 2193.23 ms [2022-02-28 13:27:52 main:574] : INFO : Epoch 1842 | loss: 0.0310062 | val_loss: 0.0312898 | Time: 2121.55 ms [2022-02-28 13:27:54 main:574] : INFO : Epoch 1843 | loss: 0.0310042 | val_loss: 0.0313397 | Time: 2373.38 ms [2022-02-28 13:27:56 main:574] : INFO : Epoch 1844 | loss: 0.0309981 | val_loss: 0.0313269 | Time: 1970.91 ms [2022-02-28 13:27:58 main:574] : INFO : Epoch 1845 | loss: 0.0309988 | val_loss: 0.0313394 | Time: 2453.81 ms [2022-02-28 13:28:01 main:574] : INFO : Epoch 1846 | loss: 0.0309952 | val_loss: 0.031304 | Time: 2100.77 ms [2022-02-28 13:28:03 main:574] : INFO : Epoch 1847 | loss: 0.0310008 | val_loss: 0.0313219 | Time: 2263.45 ms [2022-02-28 13:28:05 main:574] : INFO : Epoch 1848 | loss: 0.0310118 | val_loss: 0.0313324 | Time: 2084.17 ms [2022-02-28 13:28:07 main:574] : INFO : Epoch 1849 | loss: 0.0309942 | val_loss: 0.0312933 | Time: 2051.62 ms [2022-02-28 13:28:09 main:574] : INFO : Epoch 1850 | loss: 0.0309945 | val_loss: 0.0313533 | Time: 2190.94 ms [2022-02-28 13:28:11 main:574] : INFO : Epoch 1851 | loss: 0.0309936 | val_loss: 0.0313304 | Time: 1941.1 ms [2022-02-28 13:28:13 main:574] : INFO : Epoch 1852 | loss: 0.031004 | val_loss: 0.0313502 | Time: 2113.43 ms [2022-02-28 13:28:15 main:574] : INFO : Epoch 1853 | loss: 0.0310018 | val_loss: 0.0312775 | Time: 1992.71 ms [2022-02-28 13:28:17 main:574] : INFO : Epoch 1854 | loss: 0.0310887 | val_loss: 0.0312635 | Time: 2158.86 ms [2022-02-28 13:28:20 main:574] : INFO : Epoch 1855 | loss: 0.0310525 | val_loss: 0.0313094 | Time: 2168.65 ms [2022-02-28 13:28:22 main:574] : INFO : Epoch 1856 | loss: 0.0310221 | val_loss: 0.0313222 | Time: 2034.04 ms [2022-02-28 13:28:24 main:574] : INFO : Epoch 1857 | loss: 0.0310033 | val_loss: 0.0313497 | Time: 2472.75 ms [2022-02-28 13:28:26 main:574] : INFO : Epoch 1858 | loss: 0.0309962 | val_loss: 0.0313301 | Time: 2045.75 ms [2022-02-28 13:28:29 main:574] : INFO : Epoch 1859 | loss: 0.0309912 | val_loss: 0.0313556 | Time: 2560.39 ms [2022-02-28 13:28:31 main:574] : INFO : Epoch 1860 | loss: 0.0310019 | val_loss: 0.0313537 | Time: 2093.44 ms [2022-02-28 13:28:33 main:574] : INFO : Epoch 1861 | loss: 0.0309986 | val_loss: 0.0313423 | Time: 2478.92 ms [2022-02-28 13:28:35 main:574] : INFO : Epoch 1862 | loss: 0.030995 | val_loss: 0.0313162 | Time: 2168.39 ms [2022-02-28 13:28:38 main:574] : INFO : Epoch 1863 | loss: 0.0309931 | val_loss: 0.0313346 | Time: 2276.21 ms [2022-02-28 13:28:40 main:574] : INFO : Epoch 1864 | loss: 0.0310049 | val_loss: 0.0313345 | Time: 2409.99 ms [2022-02-28 13:28:42 main:574] : INFO : Epoch 1865 | loss: 0.0310017 | val_loss: 0.031332 | Time: 2179.28 ms [2022-02-28 13:28:45 main:574] : INFO : Epoch 1866 | loss: 0.0309962 | val_loss: 0.0313578 | Time: 2511.19 ms [2022-02-28 13:28:47 main:574] : INFO : Epoch 1867 | loss: 0.0309892 | val_loss: 0.0313647 | Time: 2023.6 ms [2022-02-28 13:28:49 main:574] : INFO : Epoch 1868 | loss: 0.0309931 | val_loss: 0.0313113 | Time: 2422.62 ms [2022-02-28 13:28:51 main:574] : INFO : Epoch 1869 | loss: 0.0309896 | val_loss: 0.0313401 | Time: 2078.81 ms [2022-02-28 13:28:54 main:574] : INFO : Epoch 1870 | loss: 0.030985 | val_loss: 0.0313506 | Time: 2387.36 ms [2022-02-28 13:28:56 main:574] : INFO : Epoch 1871 | loss: 0.030989 | val_loss: 0.0313253 | Time: 2055.74 ms [2022-02-28 13:28:58 main:574] : INFO : Epoch 1872 | loss: 0.0309943 | val_loss: 0.0313243 | Time: 2541.63 ms [2022-02-28 13:29:01 main:574] : INFO : Epoch 1873 | loss: 0.0309983 | val_loss: 0.0312942 | Time: 2229.91 ms [2022-02-28 13:29:03 main:574] : INFO : Epoch 1874 | loss: 0.0309995 | val_loss: 0.0313373 | Time: 2544.06 ms [2022-02-28 13:29:05 main:574] : INFO : Epoch 1875 | loss: 0.0309991 | val_loss: 0.0313219 | Time: 2188.64 ms [2022-02-28 13:29:08 main:574] : INFO : Epoch 1876 | loss: 0.0309927 | val_loss: 0.0313206 | Time: 2225.74 ms [2022-02-28 13:29:10 main:574] : INFO : Epoch 1877 | loss: 0.0309954 | val_loss: 0.0313588 | Time: 2432.58 ms [2022-02-28 13:29:12 main:574] : INFO : Epoch 1878 | loss: 0.0310049 | val_loss: 0.0313528 | Time: 2017.18 ms [2022-02-28 13:29:15 main:574] : INFO : Epoch 1879 | loss: 0.0309918 | val_loss: 0.0313438 | Time: 2428.95 ms [2022-02-28 13:29:17 main:574] : INFO : Epoch 1880 | loss: 0.0309809 | val_loss: 0.031322 | Time: 2087 ms [2022-02-28 13:29:19 main:574] : INFO : Epoch 1881 | loss: 0.0309875 | val_loss: 0.0313134 | Time: 2530.13 ms [2022-02-28 13:29:21 main:574] : INFO : Epoch 1882 | loss: 0.0309893 | val_loss: 0.031341 | Time: 2097.2 ms [2022-02-28 13:29:24 main:574] : INFO : Epoch 1883 | loss: 0.030993 | val_loss: 0.0313486 | Time: 2524.94 ms [2022-02-28 13:29:26 main:574] : INFO : Epoch 1884 | loss: 0.0309954 | val_loss: 0.0313187 | Time: 2122.49 ms [2022-02-28 13:29:28 main:574] : INFO : Epoch 1885 | loss: 0.0309931 | val_loss: 0.0313276 | Time: 2439.25 ms [2022-02-28 13:29:31 main:574] : INFO : Epoch 1886 | loss: 0.0309959 | val_loss: 0.0313163 | Time: 2286 ms [2022-02-28 13:29:33 main:574] : INFO : Epoch 1887 | loss: 0.0309944 | val_loss: 0.0313572 | Time: 2445.56 ms [2022-02-28 13:29:36 main:574] : INFO : Epoch 1888 | loss: 0.0309917 | val_loss: 0.0313123 | Time: 2473.16 ms [2022-02-28 13:29:38 main:574] : INFO : Epoch 1889 | loss: 0.0309843 | val_loss: 0.0313171 | Time: 2279.3 ms [2022-02-28 13:29:40 main:574] : INFO : Epoch 1890 | loss: 0.030994 | val_loss: 0.0313349 | Time: 2494.58 ms [2022-02-28 13:29:42 main:574] : INFO : Epoch 1891 | loss: 0.031021 | val_loss: 0.0313287 | Time: 2139.62 ms [2022-02-28 13:29:45 main:574] : INFO : Epoch 1892 | loss: 0.0310166 | val_loss: 0.0313102 | Time: 2601.24 ms [2022-02-28 13:29:47 main:574] : INFO : Epoch 1893 | loss: 0.0310054 | val_loss: 0.0313094 | Time: 2031.13 ms [2022-02-28 13:29:50 main:574] : INFO : Epoch 1894 | loss: 0.0310062 | val_loss: 0.0313517 | Time: 2531.74 ms [2022-02-28 13:29:52 main:574] : INFO : Epoch 1895 | loss: 0.0309941 | val_loss: 0.0313091 | Time: 2104.46 ms [2022-02-28 13:29:54 main:574] : INFO : Epoch 1896 | loss: 0.030996 | val_loss: 0.0313188 | Time: 2529.33 ms [2022-02-28 13:29:56 main:574] : INFO : Epoch 1897 | loss: 0.0310454 | val_loss: 0.0313002 | Time: 2050.79 ms [2022-02-28 13:29:59 main:574] : INFO : Epoch 1898 | loss: 0.031026 | val_loss: 0.0313203 | Time: 2512.19 ms [2022-02-28 13:30:01 main:574] : INFO : Epoch 1899 | loss: 0.030998 | val_loss: 0.0313448 | Time: 2201.71 ms [2022-02-28 13:30:04 main:574] : INFO : Epoch 1900 | loss: 0.0309933 | val_loss: 0.0313013 | Time: 2499.85 ms [2022-02-28 13:30:06 main:574] : INFO : Epoch 1901 | loss: 0.0309921 | val_loss: 0.031306 | Time: 2238.14 ms [2022-02-28 13:30:08 main:574] : INFO : Epoch 1902 | loss: 0.0309865 | val_loss: 0.0313454 | Time: 2255.11 ms [2022-02-28 13:30:10 main:574] : INFO : Epoch 1903 | loss: 0.030992 | val_loss: 0.0313242 | Time: 2370.68 ms [2022-02-28 13:30:13 main:574] : INFO : Epoch 1904 | loss: 0.0309925 | val_loss: 0.0313593 | Time: 2264.32 ms [2022-02-28 13:30:15 main:574] : INFO : Epoch 1905 | loss: 0.0309876 | val_loss: 0.0313215 | Time: 2518.15 ms [2022-02-28 13:30:17 main:574] : INFO : Epoch 1906 | loss: 0.0309836 | val_loss: 0.0313404 | Time: 2117.43 ms [2022-02-28 13:30:20 main:574] : INFO : Epoch 1907 | loss: 0.0309979 | val_loss: 0.0313215 | Time: 2502.12 ms [2022-02-28 13:30:22 main:574] : INFO : Epoch 1908 | loss: 0.0310107 | val_loss: 0.0313189 | Time: 2103.77 ms [2022-02-28 13:30:25 main:574] : INFO : Epoch 1909 | loss: 0.0310131 | val_loss: 0.0313263 | Time: 2783.58 ms [2022-02-28 13:30:27 main:574] : INFO : Epoch 1910 | loss: 0.0310057 | val_loss: 0.0312798 | Time: 2442.76 ms [2022-02-28 13:30:30 main:574] : INFO : Epoch 1911 | loss: 0.0310003 | val_loss: 0.0313004 | Time: 2747.95 ms [2022-02-28 13:30:32 main:574] : INFO : Epoch 1912 | loss: 0.0309974 | val_loss: 0.0313595 | Time: 2313.9 ms [2022-02-28 13:30:35 main:574] : INFO : Epoch 1913 | loss: 0.0309962 | val_loss: 0.0312906 | Time: 2342.68 ms [2022-02-28 13:30:37 main:574] : INFO : Epoch 1914 | loss: 0.0310044 | val_loss: 0.0313237 | Time: 2076.38 ms [2022-02-28 13:30:39 main:574] : INFO : Epoch 1915 | loss: 0.0310074 | val_loss: 0.0312807 | Time: 2401.06 ms [2022-02-28 13:30:41 main:574] : INFO : Epoch 1916 | loss: 0.0310462 | val_loss: 0.0312901 | Time: 2211.62 ms [2022-02-28 13:30:44 main:574] : INFO : Epoch 1917 | loss: 0.031019 | val_loss: 0.0313328 | Time: 2557.53 ms [2022-02-28 13:30:46 main:574] : INFO : Epoch 1918 | loss: 0.0309993 | val_loss: 0.0313078 | Time: 2127.46 ms [2022-02-28 13:30:48 main:574] : INFO : Epoch 1919 | loss: 0.0309935 | val_loss: 0.0313395 | Time: 2476.52 ms [2022-02-28 13:30:51 main:574] : INFO : Epoch 1920 | loss: 0.0309951 | val_loss: 0.0313013 | Time: 2494.64 ms [2022-02-28 13:30:54 main:574] : INFO : Epoch 1921 | loss: 0.0310301 | val_loss: 0.0313156 | Time: 2626.81 ms [2022-02-28 13:30:56 main:574] : INFO : Epoch 1922 | loss: 0.0310034 | val_loss: 0.0313094 | Time: 2200.59 ms [2022-02-28 13:30:58 main:574] : INFO : Epoch 1923 | loss: 0.0309919 | val_loss: 0.0313427 | Time: 2407.12 ms [2022-02-28 13:31:11 main:574] : INFO : Epoch 1924 | loss: 0.0309927 | val_loss: 0.0313282 | Time: 12489.6 ms [2022-02-28 13:31:13 main:574] : INFO : Epoch 1925 | loss: 0.0309908 | val_loss: 0.0313388 | Time: 2469.89 ms [2022-02-28 13:31:16 main:574] : INFO : Epoch 1926 | loss: 0.0309939 | val_loss: 0.0313684 | Time: 2433.5 ms [2022-02-28 13:31:18 main:574] : INFO : Epoch 1927 | loss: 0.0309986 | val_loss: 0.0313231 | Time: 2680.77 ms [2022-02-28 13:31:21 main:574] : INFO : Epoch 1928 | loss: 0.0309974 | val_loss: 0.0313162 | Time: 2693.11 ms [2022-02-28 13:31:24 main:574] : INFO : Epoch 1929 | loss: 0.0309999 | val_loss: 0.0313679 | Time: 2555.97 ms [2022-02-28 13:31:26 main:574] : INFO : Epoch 1930 | loss: 0.0309915 | val_loss: 0.0313547 | Time: 2299.41 ms [2022-02-28 13:31:28 main:574] : INFO : Epoch 1931 | loss: 0.0309924 | val_loss: 0.0313248 | Time: 2377.03 ms [2022-02-28 13:31:31 main:574] : INFO : Epoch 1932 | loss: 0.0309843 | val_loss: 0.0313421 | Time: 2338.44 ms [2022-02-28 13:31:33 main:574] : INFO : Epoch 1933 | loss: 0.0309881 | val_loss: 0.0313127 | Time: 2290.51 ms [2022-02-28 13:31:36 main:574] : INFO : Epoch 1934 | loss: 0.0309963 | val_loss: 0.0313182 | Time: 2664.41 ms [2022-02-28 13:31:38 main:574] : INFO : Epoch 1935 | loss: 0.0309954 | val_loss: 0.0313255 | Time: 2202.67 ms [2022-02-28 13:31:50 main:574] : INFO : Epoch 1936 | loss: 0.0310063 | val_loss: 0.0313066 | Time: 12628.5 ms [2022-02-28 13:31:53 main:574] : INFO : Epoch 1937 | loss: 0.0310163 | val_loss: 0.0313488 | Time: 2099.24 ms [2022-02-28 13:31:56 main:574] : INFO : Epoch 1938 | loss: 0.0309931 | val_loss: 0.0313259 | Time: 3026.43 ms [2022-02-28 13:31:58 main:574] : INFO : Epoch 1939 | loss: 0.0309969 | val_loss: 0.0313344 | Time: 2418.43 ms [2022-02-28 13:32:11 main:574] : INFO : Epoch 1940 | loss: 0.030996 | val_loss: 0.0313606 | Time: 12681.4 ms [2022-02-28 13:32:13 main:574] : INFO : Epoch 1941 | loss: 0.0310032 | val_loss: 0.0313458 | Time: 2129.58 ms [2022-02-28 13:32:16 main:574] : INFO : Epoch 1942 | loss: 0.0310021 | val_loss: 0.0313073 | Time: 2784.86 ms [2022-02-28 13:32:18 main:574] : INFO : Epoch 1943 | loss: 0.0309977 | val_loss: 0.0313356 | Time: 2098.24 ms [2022-02-28 13:32:21 main:574] : INFO : Epoch 1944 | loss: 0.0309965 | val_loss: 0.0313081 | Time: 2925.46 ms [2022-02-28 13:32:23 main:574] : INFO : Epoch 1945 | loss: 0.030984 | val_loss: 0.0313419 | Time: 2111.43 ms [2022-02-28 13:32:25 main:574] : INFO : Epoch 1946 | loss: 0.0309844 | val_loss: 0.0313344 | Time: 2377.28 ms [2022-02-28 13:32:28 main:574] : INFO : Epoch 1947 | loss: 0.0309848 | val_loss: 0.0313425 | Time: 2397.27 ms [2022-02-28 13:32:30 main:574] : INFO : Epoch 1948 | loss: 0.0309837 | val_loss: 0.0313474 | Time: 2798.13 ms [2022-02-28 13:32:32 main:574] : INFO : Epoch 1949 | loss: 0.0309912 | val_loss: 0.0313469 | Time: 2121.08 ms [2022-02-28 13:32:35 main:574] : INFO : Epoch 1950 | loss: 0.0309996 | val_loss: 0.0313322 | Time: 2445.26 ms [2022-02-28 13:32:37 main:574] : INFO : Epoch 1951 | loss: 0.0309991 | val_loss: 0.03136 | Time: 2021.86 ms [2022-02-28 13:32:39 main:574] : INFO : Epoch 1952 | loss: 0.0309962 | val_loss: 0.0313174 | Time: 2373.55 ms [2022-02-28 13:32:41 main:574] : INFO : Epoch 1953 | loss: 0.0309914 | val_loss: 0.0313062 | Time: 2121.95 ms [2022-02-28 13:32:44 main:574] : INFO : Epoch 1954 | loss: 0.0309862 | val_loss: 0.0313469 | Time: 2761.8 ms [2022-02-28 13:32:46 main:574] : INFO : Epoch 1955 | loss: 0.0309957 | val_loss: 0.0313044 | Time: 2166.8 ms [2022-02-28 13:32:49 main:574] : INFO : Epoch 1956 | loss: 0.0309982 | val_loss: 0.0313535 | Time: 2418.5 ms [2022-02-28 13:32:51 main:574] : INFO : Epoch 1957 | loss: 0.0309904 | val_loss: 0.0313331 | Time: 2242.66 ms [2022-02-28 13:32:53 main:574] : INFO : Epoch 1958 | loss: 0.0309874 | val_loss: 0.0313245 | Time: 2303.86 ms [2022-02-28 13:32:56 main:574] : INFO : Epoch 1959 | loss: 0.0309993 | val_loss: 0.0313716 | Time: 2548.41 ms [2022-02-28 13:32:58 main:574] : INFO : Epoch 1960 | loss: 0.0309923 | val_loss: 0.0313575 | Time: 2325.94 ms [2022-02-28 13:33:01 main:574] : INFO : Epoch 1961 | loss: 0.031011 | val_loss: 0.0313061 | Time: 2612.79 ms [2022-02-28 13:33:03 main:574] : INFO : Epoch 1962 | loss: 0.0310097 | val_loss: 0.0313074 | Time: 2458.73 ms [2022-02-28 13:33:06 main:574] : INFO : Epoch 1963 | loss: 0.0310069 | val_loss: 0.0313626 | Time: 2640.79 ms [2022-02-28 13:33:08 main:574] : INFO : Epoch 1964 | loss: 0.0310022 | val_loss: 0.0313205 | Time: 2246.27 ms [2022-02-28 13:33:11 main:574] : INFO : Epoch 1965 | loss: 0.0309972 | val_loss: 0.0313016 | Time: 2509.36 ms [2022-02-28 13:33:13 main:574] : INFO : Epoch 1966 | loss: 0.030998 | val_loss: 0.0313098 | Time: 2188.27 ms [2022-02-28 13:33:15 main:574] : INFO : Epoch 1967 | loss: 0.031004 | val_loss: 0.0313299 | Time: 2569.74 ms [2022-02-28 13:33:18 main:574] : INFO : Epoch 1968 | loss: 0.0310004 | val_loss: 0.0313406 | Time: 2044.86 ms [2022-02-28 13:33:20 main:574] : INFO : Epoch 1969 | loss: 0.031001 | val_loss: 0.0313825 | Time: 2445.78 ms [2022-02-28 13:33:22 main:574] : INFO : Epoch 1970 | loss: 0.0310004 | val_loss: 0.0312848 | Time: 1971.39 ms [2022-02-28 13:33:24 main:574] : INFO : Epoch 1971 | loss: 0.0309952 | val_loss: 0.0313372 | Time: 2543.63 ms [2022-02-28 13:33:27 main:574] : INFO : Epoch 1972 | loss: 0.0309897 | val_loss: 0.0313425 | Time: 2080.55 ms [2022-02-28 13:33:29 main:574] : INFO : Epoch 1973 | loss: 0.0309914 | val_loss: 0.0313189 | Time: 2547.54 ms [2022-02-28 13:33:31 main:574] : INFO : Epoch 1974 | loss: 0.0309986 | val_loss: 0.0313506 | Time: 2201.73 ms [2022-02-28 13:33:34 main:574] : INFO : Epoch 1975 | loss: 0.0309993 | val_loss: 0.0313166 | Time: 2301.16 ms [2022-02-28 13:33:36 main:574] : INFO : Epoch 1976 | loss: 0.031006 | val_loss: 0.0313449 | Time: 2304.74 ms [2022-02-28 13:33:38 main:574] : INFO : Epoch 1977 | loss: 0.0309976 | val_loss: 0.0313406 | Time: 2113.63 ms [2022-02-28 13:33:40 main:574] : INFO : Epoch 1978 | loss: 0.0309907 | val_loss: 0.0313577 | Time: 2359.28 ms [2022-02-28 13:33:43 main:574] : INFO : Epoch 1979 | loss: 0.030986 | val_loss: 0.0313366 | Time: 2211.01 ms [2022-02-28 13:33:45 main:574] : INFO : Epoch 1980 | loss: 0.0309809 | val_loss: 0.0313605 | Time: 2481.35 ms [2022-02-28 13:33:47 main:574] : INFO : Epoch 1981 | loss: 0.0309833 | val_loss: 0.0313477 | Time: 2209.81 ms [2022-02-28 13:33:50 main:574] : INFO : Epoch 1982 | loss: 0.0309894 | val_loss: 0.0313234 | Time: 2820.57 ms [2022-02-28 13:33:52 main:574] : INFO : Epoch 1983 | loss: 0.031002 | val_loss: 0.0313406 | Time: 2153.18 ms [2022-02-28 13:33:55 main:574] : INFO : Epoch 1984 | loss: 0.0309996 | val_loss: 0.0313281 | Time: 2796.59 ms [2022-02-28 13:33:57 main:574] : INFO : Epoch 1985 | loss: 0.0309995 | val_loss: 0.0313586 | Time: 2227.68 ms [2022-02-28 13:34:00 main:574] : INFO : Epoch 1986 | loss: 0.0309938 | val_loss: 0.0313246 | Time: 2453.37 ms [2022-02-28 13:34:02 main:574] : INFO : Epoch 1987 | loss: 0.03099 | val_loss: 0.0313331 | Time: 1942.52 ms [2022-02-28 13:34:04 main:574] : INFO : Epoch 1988 | loss: 0.0309867 | val_loss: 0.0313123 | Time: 2437.83 ms [2022-02-28 13:34:06 main:574] : INFO : Epoch 1989 | loss: 0.0309839 | val_loss: 0.0313452 | Time: 2219.51 ms [2022-02-28 13:34:09 main:574] : INFO : Epoch 1990 | loss: 0.0309872 | val_loss: 0.0313322 | Time: 2418.7 ms [2022-02-28 13:34:11 main:574] : INFO : Epoch 1991 | loss: 0.0309895 | val_loss: 0.0313569 | Time: 2326.1 ms [2022-02-28 13:34:14 main:574] : INFO : Epoch 1992 | loss: 0.0309831 | val_loss: 0.0313213 | Time: 2444.61 ms [2022-02-28 13:34:16 main:574] : INFO : Epoch 1993 | loss: 0.0309869 | val_loss: 0.0313253 | Time: 2448.86 ms [2022-02-28 13:34:19 main:574] : INFO : Epoch 1994 | loss: 0.030993 | val_loss: 0.0313409 | Time: 2438.81 ms [2022-02-28 13:34:21 main:574] : INFO : Epoch 1995 | loss: 0.03099 | val_loss: 0.0313262 | Time: 2892.52 ms [2022-02-28 13:34:25 main:574] : INFO : Epoch 1996 | loss: 0.0310002 | val_loss: 0.0313019 | Time: 3132.68 ms [2022-02-28 13:34:27 main:574] : INFO : Epoch 1997 | loss: 0.0310022 | val_loss: 0.0313371 | Time: 2166.73 ms [2022-02-28 13:34:30 main:574] : INFO : Epoch 1998 | loss: 0.0309943 | val_loss: 0.0313346 | Time: 2772.28 ms [2022-02-28 13:34:32 main:574] : INFO : Epoch 1999 | loss: 0.0310061 | val_loss: 0.0313523 | Time: 2327.05 ms [2022-02-28 13:34:35 main:574] : INFO : Epoch 2000 | loss: 0.0310041 | val_loss: 0.0313279 | Time: 3225.25 ms [2022-02-28 13:34:37 main:574] : INFO : Epoch 2001 | loss: 0.0309962 | val_loss: 0.0313695 | Time: 2065.23 ms [2022-02-28 13:34:40 main:574] : INFO : Epoch 2002 | loss: 0.0309906 | val_loss: 0.0313278 | Time: 2421.04 ms [2022-02-28 13:34:42 main:574] : INFO : Epoch 2003 | loss: 0.0309833 | val_loss: 0.0313355 | Time: 2140.97 ms [2022-02-28 13:34:44 main:574] : INFO : Epoch 2004 | loss: 0.0309871 | val_loss: 0.03135 | Time: 2449.68 ms [2022-02-28 13:34:47 main:574] : INFO : Epoch 2005 | loss: 0.0309891 | val_loss: 0.0313517 | Time: 2355.3 ms [2022-02-28 13:34:49 main:574] : INFO : Epoch 2006 | loss: 0.0309892 | val_loss: 0.0313374 | Time: 2504.64 ms [2022-02-28 13:34:51 main:574] : INFO : Epoch 2007 | loss: 0.0309896 | val_loss: 0.031321 | Time: 2332.53 ms [2022-02-28 13:34:54 main:574] : INFO : Epoch 2008 | loss: 0.0309849 | val_loss: 0.0313455 | Time: 2177.76 ms [2022-02-28 13:34:56 main:574] : INFO : Epoch 2009 | loss: 0.0309893 | val_loss: 0.0313641 | Time: 2556.02 ms [2022-02-28 13:34:58 main:574] : INFO : Epoch 2010 | loss: 0.0309949 | val_loss: 0.0313398 | Time: 2326.69 ms [2022-02-28 13:35:01 main:574] : INFO : Epoch 2011 | loss: 0.0309974 | val_loss: 0.0313431 | Time: 2807.85 ms [2022-02-28 13:35:04 main:574] : INFO : Epoch 2012 | loss: 0.0309936 | val_loss: 0.0313086 | Time: 2262.23 ms [2022-02-28 13:35:06 main:574] : INFO : Epoch 2013 | loss: 0.0309937 | val_loss: 0.0313252 | Time: 2666.78 ms [2022-02-28 13:35:08 main:574] : INFO : Epoch 2014 | loss: 0.0309904 | val_loss: 0.0313378 | Time: 2216.35 ms [2022-02-28 13:35:11 main:574] : INFO : Epoch 2015 | loss: 0.0309879 | val_loss: 0.0313121 | Time: 2573.32 ms [2022-02-28 13:35:13 main:574] : INFO : Epoch 2016 | loss: 0.030988 | val_loss: 0.0313512 | Time: 2288.33 ms [2022-02-28 13:35:16 main:574] : INFO : Epoch 2017 | loss: 0.0309947 | val_loss: 0.0313364 | Time: 2393.48 ms [2022-02-28 13:35:18 main:574] : INFO : Epoch 2018 | loss: 0.0310072 | val_loss: 0.0313212 | Time: 2223.08 ms [2022-02-28 13:35:20 main:574] : INFO : Epoch 2019 | loss: 0.0309983 | val_loss: 0.0313211 | Time: 2577 ms [2022-02-28 13:35:23 main:574] : INFO : Epoch 2020 | loss: 0.0310179 | val_loss: 0.0313399 | Time: 2011.86 ms [2022-02-28 13:35:25 main:574] : INFO : Epoch 2021 | loss: 0.031003 | val_loss: 0.0313383 | Time: 2395.71 ms [2022-02-28 13:35:27 main:574] : INFO : Epoch 2022 | loss: 0.0309875 | val_loss: 0.0313149 | Time: 2091.99 ms [2022-02-28 13:35:30 main:574] : INFO : Epoch 2023 | loss: 0.0309867 | val_loss: 0.0313466 | Time: 2667.89 ms [2022-02-28 13:35:32 main:574] : INFO : Epoch 2024 | loss: 0.0309953 | val_loss: 0.0313535 | Time: 2103.32 ms [2022-02-28 13:35:34 main:574] : INFO : Epoch 2025 | loss: 0.0309929 | val_loss: 0.0313184 | Time: 2489.29 ms [2022-02-28 13:35:37 main:574] : INFO : Epoch 2026 | loss: 0.0309864 | val_loss: 0.0313328 | Time: 2370.16 ms [2022-02-28 13:35:40 main:574] : INFO : Epoch 2027 | loss: 0.0309899 | val_loss: 0.0313291 | Time: 3006.26 ms [2022-02-28 13:35:42 main:574] : INFO : Epoch 2028 | loss: 0.0309875 | val_loss: 0.0313263 | Time: 2357.25 ms [2022-02-28 13:35:45 main:574] : INFO : Epoch 2029 | loss: 0.0309902 | val_loss: 0.0313394 | Time: 2830.41 ms [2022-02-28 13:35:47 main:574] : INFO : Epoch 2030 | loss: 0.0309867 | val_loss: 0.0313227 | Time: 2279.33 ms [2022-02-28 13:35:50 main:574] : INFO : Epoch 2031 | loss: 0.0309876 | val_loss: 0.0313644 | Time: 2765.66 ms [2022-02-28 13:35:52 main:574] : INFO : Epoch 2032 | loss: 0.0309917 | val_loss: 0.0313176 | Time: 2349.31 ms [2022-02-28 13:35:55 main:574] : INFO : Epoch 2033 | loss: 0.0309974 | val_loss: 0.0313039 | Time: 2998.36 ms [2022-02-28 13:35:58 main:574] : INFO : Epoch 2034 | loss: 0.0310051 | val_loss: 0.031309 | Time: 2400.34 ms [2022-02-28 13:36:00 main:574] : INFO : Epoch 2035 | loss: 0.0309891 | val_loss: 0.0313297 | Time: 2631.72 ms [2022-02-28 13:36:03 main:574] : INFO : Epoch 2036 | loss: 0.0309882 | val_loss: 0.0313421 | Time: 2237.35 ms [2022-02-28 13:36:06 main:574] : INFO : Epoch 2037 | loss: 0.0310099 | val_loss: 0.0313152 | Time: 3250.23 ms [2022-02-28 13:36:08 main:574] : INFO : Epoch 2038 | loss: 0.0310079 | val_loss: 0.0313037 | Time: 2524.44 ms [2022-02-28 13:36:11 main:574] : INFO : Epoch 2039 | loss: 0.031003 | val_loss: 0.0313515 | Time: 2736.97 ms [2022-02-28 13:36:13 main:574] : INFO : Epoch 2040 | loss: 0.0310049 | val_loss: 0.031337 | Time: 2204.43 ms [2022-02-28 13:36:16 main:574] : INFO : Epoch 2041 | loss: 0.0310022 | val_loss: 0.0313561 | Time: 2598.22 ms [2022-02-28 13:36:18 main:574] : INFO : Epoch 2042 | loss: 0.0309966 | val_loss: 0.0313093 | Time: 2230.72 ms [2022-02-28 13:36:21 main:574] : INFO : Epoch 2043 | loss: 0.0309941 | val_loss: 0.0313526 | Time: 2634.56 ms [2022-02-28 13:36:23 main:574] : INFO : Epoch 2044 | loss: 0.0310117 | val_loss: 0.0313311 | Time: 1966.95 ms [2022-02-28 13:36:25 main:574] : INFO : Epoch 2045 | loss: 0.0309929 | val_loss: 0.0313265 | Time: 2733.17 ms [2022-02-28 13:36:28 main:574] : INFO : Epoch 2046 | loss: 0.0309902 | val_loss: 0.0313699 | Time: 2423.28 ms [2022-02-28 13:36:31 main:574] : INFO : Epoch 2047 | loss: 0.0310247 | val_loss: 0.0313062 | Time: 2816.4 ms [2022-02-28 13:36:33 main:574] : INFO : Epoch 2048 | loss: 0.0310361 | val_loss: 0.0313169 | Time: 2369.17 ms [2022-02-28 13:36:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313169 [2022-02-28 13:36:33 main:603] : INFO : Saving end state to config to file [2022-02-28 13:36:33 main:608] : INFO : Success, exiting.. 13:36:33 (25500): 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)