Task 13237196
| Name | ParityModified-1647041233-27223-1-0_0 |
| Workunit | 10356234 |
| Created | 15 Mar 2022, 16:10:09 UTC |
| Sent | 22 Mar 2022, 6:39:38 UTC |
| Report deadline | 30 Mar 2022, 6:39:38 UTC |
| Received | 23 Mar 2022, 18:45:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20696 |
| Run time | 1 hours 16 min 56 sec |
| CPU time | 1 hours 16 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,074.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311048 | val_loss: 0.031142 | Time: 2199.58 ms [2022-03-22 08:06:30 main:574] : INFO : Epoch 1543 | loss: 0.0311114 | val_loss: 0.0311427 | Time: 2235.04 ms [2022-03-22 08:06:32 main:574] : INFO : Epoch 1544 | loss: 0.031108 | val_loss: 0.0311483 | Time: 2256.96 ms [2022-03-22 08:06:34 main:574] : INFO : Epoch 1545 | loss: 0.0311037 | val_loss: 0.0311412 | Time: 2327.85 ms [2022-03-22 08:06:37 main:574] : INFO : Epoch 1546 | loss: 0.0311016 | val_loss: 0.0311461 | Time: 2188.03 ms [2022-03-22 08:06:39 main:574] : INFO : Epoch 1547 | loss: 0.0311034 | val_loss: 0.0311521 | Time: 2233.84 ms [2022-03-22 08:06:41 main:574] : INFO : Epoch 1548 | loss: 0.0311026 | val_loss: 0.0311386 | Time: 2214.9 ms [2022-03-22 08:06:43 main:574] : INFO : Epoch 1549 | loss: 0.0311032 | val_loss: 0.0311463 | Time: 2281.1 ms [2022-03-22 08:06:46 main:574] : INFO : Epoch 1550 | loss: 0.0310982 | val_loss: 0.0311477 | Time: 2184.57 ms [2022-03-22 08:06:48 main:574] : INFO : Epoch 1551 | loss: 0.0310955 | val_loss: 0.0311449 | Time: 2198.11 ms [2022-03-22 08:06:50 main:574] : INFO : Epoch 1552 | loss: 0.0310946 | val_loss: 0.0311421 | Time: 2190.34 ms [2022-03-22 08:06:52 main:574] : INFO : Epoch 1553 | loss: 0.0310916 | val_loss: 0.0311427 | Time: 2163.72 ms [2022-03-22 08:06:54 main:574] : INFO : Epoch 1554 | loss: 0.0311071 | val_loss: 0.0311406 | Time: 2236.03 ms [2022-03-22 08:06:57 main:574] : INFO : Epoch 1555 | loss: 0.031109 | val_loss: 0.0311432 | Time: 2220.84 ms [2022-03-22 08:06:59 main:574] : INFO : Epoch 1556 | loss: 0.0311018 | val_loss: 0.031141 | Time: 2262.12 ms [2022-03-22 08:07:01 main:574] : INFO : Epoch 1557 | loss: 0.0311012 | val_loss: 0.0311416 | Time: 2231.93 ms [2022-03-22 08:07:03 main:574] : INFO : Epoch 1558 | loss: 0.031094 | val_loss: 0.0311424 | Time: 2204.68 ms [2022-03-22 08:07:05 main:574] : INFO : Epoch 1559 | loss: 0.0310945 | val_loss: 0.031149 | Time: 2189.13 ms [2022-03-22 08:07:08 main:574] : INFO : Epoch 1560 | loss: 0.0310917 | val_loss: 0.0311611 | Time: 2225.17 ms [2022-03-22 08:07:10 main:574] : INFO : Epoch 1561 | loss: 0.0310897 | val_loss: 0.0311441 | Time: 2153.61 ms [2022-03-22 08:07:12 main:574] : INFO : Epoch 1562 | loss: 0.0310908 | val_loss: 0.0311434 | Time: 2174.1 ms [2022-03-22 08:07:14 main:574] : INFO : Epoch 1563 | loss: 0.0310899 | val_loss: 0.0311569 | Time: 2354.67 ms [2022-03-22 08:07:17 main:574] : INFO : Epoch 1564 | loss: 0.0310886 | val_loss: 0.0311516 | Time: 2201.53 ms [2022-03-22 08:07:19 main:574] : INFO : Epoch 1565 | loss: 0.0310894 | val_loss: 0.0311468 | Time: 2124.68 ms [2022-03-22 08:07:21 main:574] : INFO : Epoch 1566 | loss: 0.0310987 | val_loss: 0.0311459 | Time: 2317.85 ms [2022-03-22 08:07:23 main:574] : INFO : Epoch 1567 | loss: 0.0310945 | val_loss: 0.0311524 | Time: 2203.47 ms [2022-03-22 08:07:26 main:574] : INFO : Epoch 1568 | loss: 0.0310922 | val_loss: 0.0311544 | Time: 2254.79 ms [2022-03-22 08:07:28 main:574] : INFO : Epoch 1569 | loss: 0.0310967 | val_loss: 0.0311511 | Time: 2226.93 ms [2022-03-22 08:07:30 main:574] : INFO : Epoch 1570 | loss: 0.0310906 | val_loss: 0.03115 | Time: 2209.7 ms [2022-03-22 08:07:32 main:574] : INFO : Epoch 1571 | loss: 0.0310875 | val_loss: 0.0311484 | Time: 2190.82 ms [2022-03-22 08:07:34 main:574] : INFO : Epoch 1572 | loss: 0.0310898 | val_loss: 0.0311493 | Time: 2199.36 ms [2022-03-22 08:07:37 main:574] : INFO : Epoch 1573 | loss: 0.03109 | val_loss: 0.0311462 | Time: 2181.95 ms [2022-03-22 08:07:39 main:574] : INFO : Epoch 1574 | loss: 0.0310885 | val_loss: 0.0311531 | Time: 2246.78 ms [2022-03-22 08:07:41 main:574] : INFO : Epoch 1575 | loss: 0.031092 | val_loss: 0.0311463 | Time: 2240.55 ms [2022-03-22 08:07:43 main:574] : INFO : Epoch 1576 | loss: 0.0310921 | val_loss: 0.0311495 | Time: 2194.62 ms [2022-03-22 08:07:46 main:574] : INFO : Epoch 1577 | loss: 0.0310884 | val_loss: 0.0311553 | Time: 2234.59 ms [2022-03-22 08:07:48 main:574] : INFO : Epoch 1578 | loss: 0.0310863 | val_loss: 0.031143 | Time: 2228.97 ms [2022-03-22 08:07:50 main:574] : INFO : Epoch 1579 | loss: 0.0310871 | val_loss: 0.031159 | Time: 2219.41 ms [2022-03-22 08:07:52 main:574] : INFO : Epoch 1580 | loss: 0.0310915 | val_loss: 0.0311565 | Time: 2285.35 ms [2022-03-22 08:07:54 main:574] : INFO : Epoch 1581 | loss: 0.0310952 | val_loss: 0.0311364 | Time: 2181.94 ms [2022-03-22 08:07:57 main:574] : INFO : Epoch 1582 | loss: 0.0311038 | val_loss: 0.0311441 | Time: 2265.03 ms [2022-03-22 08:07:59 main:574] : INFO : Epoch 1583 | loss: 0.0310963 | val_loss: 0.0311451 | Time: 2285.96 ms [2022-03-22 08:08:01 main:574] : INFO : Epoch 1584 | loss: 0.031095 | val_loss: 0.0311486 | Time: 2179.68 ms [2022-03-22 08:08:03 main:574] : INFO : Epoch 1585 | loss: 0.0311112 | val_loss: 0.0311437 | Time: 2234.21 ms [2022-03-22 08:08:06 main:574] : INFO : Epoch 1586 | loss: 0.0311057 | val_loss: 0.0311509 | Time: 2234.61 ms [2022-03-22 08:08:08 main:574] : INFO : Epoch 1587 | loss: 0.0310984 | val_loss: 0.0311434 | Time: 2176.53 ms [2022-03-22 08:08:10 main:574] : INFO : Epoch 1588 | loss: 0.0310961 | val_loss: 0.031141 | Time: 2175.89 ms [2022-03-22 08:08:12 main:574] : INFO : Epoch 1589 | loss: 0.0310959 | val_loss: 0.0311425 | Time: 2245.72 ms [2022-03-22 08:08:15 main:574] : INFO : Epoch 1590 | loss: 0.0310922 | val_loss: 0.0311511 | Time: 2243.06 ms [2022-03-22 08:08:17 main:574] : INFO : Epoch 1591 | loss: 0.0310932 | val_loss: 0.0311426 | Time: 2183.69 ms [2022-03-22 08:08:19 main:574] : INFO : Epoch 1592 | loss: 0.0310938 | val_loss: 0.0311471 | Time: 2197.75 ms [2022-03-22 08:08:21 main:574] : INFO : Epoch 1593 | loss: 0.0310995 | val_loss: 0.0311524 | Time: 2283.84 ms [2022-03-22 08:08:23 main:574] : INFO : Epoch 1594 | loss: 0.0310974 | val_loss: 0.0311496 | Time: 2165.81 ms [2022-03-22 08:08:26 main:574] : INFO : Epoch 1595 | loss: 0.0310934 | val_loss: 0.0311517 | Time: 2211.03 ms [2022-03-22 08:08:28 main:574] : INFO : Epoch 1596 | loss: 0.0310893 | val_loss: 0.0311493 | Time: 2197.8 ms [2022-03-22 08:08:30 main:574] : INFO : Epoch 1597 | loss: 0.0310904 | val_loss: 0.0311484 | Time: 2292.69 ms [2022-03-22 08:08:32 main:574] : INFO : Epoch 1598 | loss: 0.0310948 | val_loss: 0.0311408 | Time: 2270.28 ms [2022-03-22 08:08:35 main:574] : INFO : Epoch 1599 | loss: 0.0310914 | val_loss: 0.0311492 | Time: 2229.95 ms [2022-03-22 08:08:37 main:574] : INFO : Epoch 1600 | loss: 0.0310913 | val_loss: 0.0311439 | Time: 2231.95 ms [2022-03-22 08:08:39 main:574] : INFO : Epoch 1601 | loss: 0.0310931 | val_loss: 0.0311527 | Time: 2146.59 ms [2022-03-22 08:08:41 main:574] : INFO : Epoch 1602 | loss: 0.031089 | val_loss: 0.0311415 | Time: 2187.35 ms [2022-03-22 08:08:43 main:574] : INFO : Epoch 1603 | loss: 0.0310917 | val_loss: 0.0311438 | Time: 2178.71 ms [2022-03-22 08:08:46 main:574] : INFO : Epoch 1604 | loss: 0.0310893 | val_loss: 0.031147 | Time: 2194.83 ms [2022-03-22 08:08:48 main:574] : INFO : Epoch 1605 | loss: 0.0310976 | val_loss: 0.0311388 | Time: 2261.29 ms [2022-03-22 08:08:50 main:574] : INFO : Epoch 1606 | loss: 0.0311021 | val_loss: 0.0311409 | Time: 2133.34 ms [2022-03-22 08:08:52 main:574] : INFO : Epoch 1607 | loss: 0.0310995 | val_loss: 0.031142 | Time: 2238.58 ms [2022-03-22 08:08:54 main:574] : INFO : Epoch 1608 | loss: 0.0311001 | val_loss: 0.0311465 | Time: 2170.56 ms [2022-03-22 08:08:57 main:574] : INFO : Epoch 1609 | loss: 0.0310938 | val_loss: 0.03115 | Time: 2219.81 ms [2022-03-22 08:08:59 main:574] : INFO : Epoch 1610 | loss: 0.0310887 | val_loss: 0.0311569 | Time: 2261.73 ms [2022-03-22 08:09:01 main:574] : INFO : Epoch 1611 | loss: 0.0310891 | val_loss: 0.0311438 | Time: 2250.91 ms [2022-03-22 08:09:03 main:574] : INFO : Epoch 1612 | loss: 0.0310903 | val_loss: 0.0311485 | Time: 2231.21 ms [2022-03-22 08:09:06 main:574] : INFO : Epoch 1613 | loss: 0.0310882 | val_loss: 0.0311526 | Time: 2164.78 ms [2022-03-22 08:09:08 main:574] : INFO : Epoch 1614 | loss: 0.0310887 | val_loss: 0.0311558 | Time: 2171.76 ms [2022-03-22 08:09:10 main:574] : INFO : Epoch 1615 | loss: 0.0310908 | val_loss: 0.0311471 | Time: 2185.53 ms [2022-03-22 08:09:12 main:574] : INFO : Epoch 1616 | loss: 0.0310948 | val_loss: 0.0311611 | Time: 2192.44 ms [2022-03-22 08:09:14 main:574] : INFO : Epoch 1617 | loss: 0.031096 | val_loss: 0.0311568 | Time: 2184.39 ms [2022-03-22 08:09:17 main:574] : INFO : Epoch 1618 | loss: 0.0310905 | val_loss: 0.0311474 | Time: 2196.86 ms [2022-03-22 08:09:19 main:574] : INFO : Epoch 1619 | loss: 0.0310867 | val_loss: 0.0311488 | Time: 2203.83 ms [2022-03-22 08:09:21 main:574] : INFO : Epoch 1620 | loss: 0.0310853 | val_loss: 0.0311471 | Time: 2180.92 ms [2022-03-22 08:09:23 main:574] : INFO : Epoch 1621 | loss: 0.0310845 | val_loss: 0.0311523 | Time: 2169.45 ms [2022-03-22 08:09:25 main:574] : INFO : Epoch 1622 | loss: 0.0310842 | val_loss: 0.0311569 | Time: 2181.53 ms [2022-03-22 08:09:28 main:574] : INFO : Epoch 1623 | loss: 0.0310911 | val_loss: 0.0311491 | Time: 2231.63 ms [2022-03-22 08:09:30 main:574] : INFO : Epoch 1624 | loss: 0.0310895 | val_loss: 0.0311537 | Time: 2206.41 ms [2022-03-22 08:09:32 main:574] : INFO : Epoch 1625 | loss: 0.0310883 | val_loss: 0.0311526 | Time: 2253.75 ms [2022-03-22 08:09:34 main:574] : INFO : Epoch 1626 | loss: 0.0310855 | val_loss: 0.0311533 | Time: 2192 ms [2022-03-22 08:09:36 main:574] : INFO : Epoch 1627 | loss: 0.0310847 | val_loss: 0.031157 | Time: 2280.12 ms [2022-03-22 08:09:39 main:574] : INFO : Epoch 1628 | loss: 0.0310886 | val_loss: 0.0311449 | Time: 2225.56 ms [2022-03-22 08:09:41 main:574] : INFO : Epoch 1629 | loss: 0.0310838 | val_loss: 0.0311517 | Time: 2234.1 ms [2022-03-22 08:09:43 main:574] : INFO : Epoch 1630 | loss: 0.0310886 | val_loss: 0.0311495 | Time: 2230.21 ms [2022-03-22 08:09:45 main:574] : INFO : Epoch 1631 | loss: 0.0310855 | val_loss: 0.0311517 | Time: 2203.9 ms [2022-03-22 08:09:48 main:574] : INFO : Epoch 1632 | loss: 0.0310855 | val_loss: 0.0311486 | Time: 2238.17 ms [2022-03-22 08:09:50 main:574] : INFO : Epoch 1633 | loss: 0.031088 | val_loss: 0.0311467 | Time: 2249.04 ms [2022-03-22 08:09:52 main:574] : INFO : Epoch 1634 | loss: 0.0310893 | val_loss: 0.0311477 | Time: 2230.04 ms [2022-03-22 08:09:54 main:574] : INFO : Epoch 1635 | loss: 0.0310866 | val_loss: 0.0311507 | Time: 2290.2 ms [2022-03-22 08:09:57 main:574] : INFO : Epoch 1636 | loss: 0.0310841 | val_loss: 0.0311517 | Time: 2236.66 ms [2022-03-22 08:09:59 main:574] : INFO : Epoch 1637 | loss: 0.0310844 | val_loss: 0.0311612 | Time: 2208.29 ms [2022-03-22 08:10:01 main:574] : INFO : Epoch 1638 | loss: 0.0310858 | val_loss: 0.0311847 | Time: 2289.66 ms [2022-03-22 08:10:03 main:574] : INFO : Epoch 1639 | loss: 0.0311238 | val_loss: 0.0311592 | Time: 2226.72 ms [2022-03-22 08:10:06 main:574] : INFO : Epoch 1640 | loss: 0.0311439 | val_loss: 0.0311503 | Time: 2230.66 ms [2022-03-22 08:10:08 main:574] : INFO : Epoch 1641 | loss: 0.031139 | val_loss: 0.0311482 | Time: 2229.39 ms [2022-03-22 08:10:10 main:574] : INFO : Epoch 1642 | loss: 0.0311287 | val_loss: 0.0311441 | Time: 2291.4 ms [2022-03-22 08:10:12 main:574] : INFO : Epoch 1643 | loss: 0.0311214 | val_loss: 0.0311418 | Time: 2240.58 ms [2022-03-22 08:10:15 main:574] : INFO : Epoch 1644 | loss: 0.0311167 | val_loss: 0.0311477 | Time: 2284.7 ms [2022-03-22 08:10:17 main:574] : INFO : Epoch 1645 | loss: 0.0311156 | val_loss: 0.0311466 | Time: 2252.33 ms [2022-03-22 08:10:19 main:574] : INFO : Epoch 1646 | loss: 0.0311165 | val_loss: 0.0311463 | Time: 2224.29 ms [2022-03-22 08:10:22 main:574] : INFO : Epoch 1647 | loss: 0.0311116 | val_loss: 0.0311484 | Time: 2301.43 ms [2022-03-22 08:10:24 main:574] : INFO : Epoch 1648 | loss: 0.0311098 | val_loss: 0.0311536 | Time: 2235.86 ms [2022-03-22 08:10:26 main:574] : INFO : Epoch 1649 | loss: 0.0311067 | val_loss: 0.0311519 | Time: 2273.62 ms [2022-03-22 08:10:28 main:574] : INFO : Epoch 1650 | loss: 0.0311058 | val_loss: 0.0311521 | Time: 2292.39 ms [2022-03-22 08:10:31 main:574] : INFO : Epoch 1651 | loss: 0.0311064 | val_loss: 0.0311536 | Time: 2211.09 ms [2022-03-22 08:10:33 main:574] : INFO : Epoch 1652 | loss: 0.0311035 | val_loss: 0.0311505 | Time: 2219.93 ms [2022-03-22 08:10:35 main:574] : INFO : Epoch 1653 | loss: 0.0310968 | val_loss: 0.0311472 | Time: 2167.35 ms [2022-03-22 08:10:37 main:574] : INFO : Epoch 1654 | loss: 0.0310964 | val_loss: 0.031148 | Time: 2233.5 ms [2022-03-22 08:10:39 main:574] : INFO : Epoch 1655 | loss: 0.0310942 | val_loss: 0.0311488 | Time: 2175.96 ms [2022-03-22 08:10:42 main:574] : INFO : Epoch 1656 | loss: 0.031094 | val_loss: 0.0311492 | Time: 2224.7 ms [2022-03-22 08:10:44 main:574] : INFO : Epoch 1657 | loss: 0.0310928 | val_loss: 0.0311489 | Time: 2245.95 ms [2022-03-22 08:10:46 main:574] : INFO : Epoch 1658 | loss: 0.0310934 | val_loss: 0.0311495 | Time: 2283.52 ms [2022-03-22 08:10:48 main:574] : INFO : Epoch 1659 | loss: 0.0310937 | val_loss: 0.0311443 | Time: 2257.99 ms [2022-03-22 08:10:51 main:574] : INFO : Epoch 1660 | loss: 0.0310943 | val_loss: 0.0311474 | Time: 2285.92 ms [2022-03-22 08:10:53 main:574] : INFO : Epoch 1661 | loss: 0.0310976 | val_loss: 0.0311486 | Time: 2233.64 ms [2022-03-22 08:10:55 main:574] : INFO : Epoch 1662 | loss: 0.0310973 | val_loss: 0.03115 | Time: 2250.07 ms [2022-03-22 08:10:57 main:574] : INFO : Epoch 1663 | loss: 0.0310949 | val_loss: 0.031153 | Time: 2209.87 ms [2022-03-22 08:11:00 main:574] : INFO : Epoch 1664 | loss: 0.031098 | val_loss: 0.0311458 | Time: 2171.84 ms [2022-03-22 08:11:02 main:574] : INFO : Epoch 1665 | loss: 0.0311023 | val_loss: 0.0311575 | Time: 2160.78 ms [2022-03-22 08:11:04 main:574] : INFO : Epoch 1666 | loss: 0.0311031 | val_loss: 0.0311517 | Time: 2204.44 ms [2022-03-22 08:11:06 main:574] : INFO : Epoch 1667 | loss: 0.0310937 | val_loss: 0.0311549 | Time: 2225.84 ms [2022-03-22 08:11:08 main:574] : INFO : Epoch 1668 | loss: 0.03109 | val_loss: 0.0311507 | Time: 2211.64 ms [2022-03-22 08:11:11 main:574] : INFO : Epoch 1669 | loss: 0.0310924 | val_loss: 0.0311602 | Time: 2220.61 ms [2022-03-22 08:11:13 main:574] : INFO : Epoch 1670 | loss: 0.0310892 | val_loss: 0.0311652 | Time: 2235.26 ms [2022-03-22 08:11:15 main:574] : INFO : Epoch 1671 | loss: 0.0310881 | val_loss: 0.0311527 | Time: 2221.68 ms [2022-03-22 08:11:17 main:574] : INFO : Epoch 1672 | loss: 0.0310891 | val_loss: 0.0311584 | Time: 2229.41 ms [2022-03-22 08:11:20 main:574] : INFO : Epoch 1673 | loss: 0.0310917 | val_loss: 0.0311565 | Time: 2229.93 ms [2022-03-22 08:11:22 main:574] : INFO : Epoch 1674 | loss: 0.0310876 | val_loss: 0.0311514 | Time: 2163.17 ms [2022-03-22 08:11:24 main:574] : INFO : Epoch 1675 | loss: 0.0310888 | val_loss: 0.0311536 | Time: 2156.67 ms [2022-03-22 08:11:26 main:574] : INFO : Epoch 1676 | loss: 0.0310947 | val_loss: 0.031146 | Time: 2225.18 ms [2022-03-22 08:11:28 main:574] : INFO : Epoch 1677 | loss: 0.0310924 | val_loss: 0.0311512 | Time: 2276.84 ms [2022-03-22 08:11:31 main:574] : INFO : Epoch 1678 | loss: 0.0310894 | val_loss: 0.0311484 | Time: 2194.6 ms [2022-03-22 08:11:33 main:574] : INFO : Epoch 1679 | loss: 0.0310975 | val_loss: 0.0311464 | Time: 2230.65 ms [2022-03-22 08:11:35 main:574] : INFO : Epoch 1680 | loss: 0.0311065 | val_loss: 0.0311482 | Time: 2192.47 ms [2022-03-22 08:11:37 main:574] : INFO : Epoch 1681 | loss: 0.0311085 | val_loss: 0.031149 | Time: 2124.79 ms [2022-03-22 08:11:39 main:574] : INFO : Epoch 1682 | loss: 0.0311025 | val_loss: 0.0311456 | Time: 2185.73 ms [2022-03-22 08:11:42 main:574] : INFO : Epoch 1683 | loss: 0.0310982 | val_loss: 0.0311435 | Time: 2207.2 ms [2022-03-22 08:11:44 main:574] : INFO : Epoch 1684 | loss: 0.0310972 | val_loss: 0.0311444 | Time: 2195.71 ms [2022-03-22 08:11:46 main:574] : INFO : Epoch 1685 | loss: 0.0310975 | val_loss: 0.0311514 | Time: 2227.36 ms [2022-03-22 08:11:48 main:574] : INFO : Epoch 1686 | loss: 0.0310993 | val_loss: 0.0311493 | Time: 2205.11 ms [2022-03-22 08:11:50 main:574] : INFO : Epoch 1687 | loss: 0.0310991 | val_loss: 0.0311507 | Time: 2140.87 ms [2022-03-22 08:11:53 main:574] : INFO : Epoch 1688 | loss: 0.0310958 | val_loss: 0.0311545 | Time: 2221.15 ms [2022-03-22 08:11:55 main:574] : INFO : Epoch 1689 | loss: 0.0310982 | val_loss: 0.031147 | Time: 2203.74 ms [2022-03-22 08:11:57 main:574] : INFO : Epoch 1690 | loss: 0.0310976 | val_loss: 0.0311387 | Time: 2235.31 ms [2022-03-22 08:11:59 main:574] : INFO : Epoch 1691 | loss: 0.0310933 | val_loss: 0.031147 | Time: 2218.01 ms [2022-03-22 08:12:02 main:574] : INFO : Epoch 1692 | loss: 0.0310925 | val_loss: 0.0311504 | Time: 2232.3 ms [2022-03-22 08:12:04 main:574] : INFO : Epoch 1693 | loss: 0.0310933 | val_loss: 0.0311416 | Time: 2239.93 ms [2022-03-22 08:12:06 main:574] : INFO : Epoch 1694 | loss: 0.0310886 | val_loss: 0.0311441 | Time: 2155.75 ms [2022-03-22 08:12:08 main:574] : INFO : Epoch 1695 | loss: 0.0310862 | val_loss: 0.0311504 | Time: 2220.37 ms [2022-03-22 08:12:10 main:574] : INFO : Epoch 1696 | loss: 0.031087 | val_loss: 0.0311505 | Time: 2174.7 ms [2022-03-22 08:12:13 main:574] : INFO : Epoch 1697 | loss: 0.0310871 | val_loss: 0.0311581 | Time: 2182.17 ms [2022-03-22 08:12:15 main:574] : INFO : Epoch 1698 | loss: 0.0310846 | val_loss: 0.0311504 | Time: 2194.66 ms [2022-03-22 08:12:17 main:574] : INFO : Epoch 1699 | loss: 0.0310867 | val_loss: 0.0311411 | Time: 2189.38 ms [2022-03-22 08:12:19 main:574] : INFO : Epoch 1700 | loss: 0.0310949 | val_loss: 0.0311712 | Time: 2165.39 ms [2022-03-22 08:12:21 main:574] : INFO : Epoch 1701 | loss: 0.0310949 | val_loss: 0.0311557 | Time: 2207.73 ms [2022-03-22 08:12:24 main:574] : INFO : Epoch 1702 | loss: 0.0310854 | val_loss: 0.0311536 | Time: 2215.53 ms [2022-03-22 08:12:26 main:574] : INFO : Epoch 1703 | loss: 0.0310856 | val_loss: 0.0311509 | Time: 2208.67 ms [2022-03-22 08:12:28 main:574] : INFO : Epoch 1704 | loss: 0.0310835 | val_loss: 0.0311472 | Time: 2198.27 ms [2022-03-22 08:12:30 main:574] : INFO : Epoch 1705 | loss: 0.031086 | val_loss: 0.03115 | Time: 2239.18 ms [2022-03-22 08:12:32 main:574] : INFO : Epoch 1706 | loss: 0.0310866 | val_loss: 0.0311489 | Time: 2221.22 ms [2022-03-22 08:12:35 main:574] : INFO : Epoch 1707 | loss: 0.0310868 | val_loss: 0.0311617 | Time: 2154.06 ms [2022-03-22 08:12:37 main:574] : INFO : Epoch 1708 | loss: 0.0310842 | val_loss: 0.0311545 | Time: 2215.19 ms [2022-03-22 08:12:39 main:574] : INFO : Epoch 1709 | loss: 0.0310848 | val_loss: 0.0311503 | Time: 2126.15 ms [2022-03-22 08:12:41 main:574] : INFO : Epoch 1710 | loss: 0.0310819 | val_loss: 0.0311514 | Time: 2170.4 ms [2022-03-22 08:12:43 main:574] : INFO : Epoch 1711 | loss: 0.0310834 | val_loss: 0.0311562 | Time: 2119.46 ms [2022-03-22 08:12:45 main:574] : INFO : Epoch 1712 | loss: 0.0310822 | val_loss: 0.0311564 | Time: 2188.69 ms [2022-03-22 08:12:48 main:574] : INFO : Epoch 1713 | loss: 0.0310826 | val_loss: 0.0311451 | Time: 2254.84 ms [2022-03-22 08:12:50 main:574] : INFO : Epoch 1714 | loss: 0.0310837 | val_loss: 0.0311556 | Time: 2250.65 ms [2022-03-22 08:12:52 main:574] : INFO : Epoch 1715 | loss: 0.0310951 | val_loss: 0.0311542 | Time: 2178.41 ms [2022-03-22 08:12:54 main:574] : INFO : Epoch 1716 | loss: 0.0310914 | val_loss: 0.0311536 | Time: 2227.95 ms [2022-03-22 08:12:57 main:574] : INFO : Epoch 1717 | loss: 0.0310924 | val_loss: 0.0311472 | Time: 2166.88 ms [2022-03-22 08:12:59 main:574] : INFO : Epoch 1718 | loss: 0.0310984 | val_loss: 0.0311471 | Time: 2169.7 ms [2022-03-22 08:13:01 main:574] : INFO : Epoch 1719 | loss: 0.0311018 | val_loss: 0.031154 | Time: 2272.98 ms [2022-03-22 08:13:03 main:574] : INFO : Epoch 1720 | loss: 0.0310927 | val_loss: 0.0311503 | Time: 2149.15 ms [2022-03-22 08:13:05 main:574] : INFO : Epoch 1721 | loss: 0.031087 | val_loss: 0.0311483 | Time: 2146.61 ms [2022-03-22 08:13:08 main:574] : INFO : Epoch 1722 | loss: 0.0310858 | val_loss: 0.0311532 | Time: 2231.15 ms [2022-03-22 08:13:10 main:574] : INFO : Epoch 1723 | loss: 0.0311233 | val_loss: 0.0311531 | Time: 2202.95 ms [2022-03-22 08:13:12 main:574] : INFO : Epoch 1724 | loss: 0.0311327 | val_loss: 0.0311467 | Time: 2218.78 ms [2022-03-22 08:13:14 main:574] : INFO : Epoch 1725 | loss: 0.0311272 | val_loss: 0.0311492 | Time: 2193.07 ms [2022-03-22 08:13:16 main:574] : INFO : Epoch 1726 | loss: 0.0311236 | val_loss: 0.0311476 | Time: 2236.68 ms [2022-03-22 08:13:19 main:574] : INFO : Epoch 1727 | loss: 0.031119 | val_loss: 0.0311449 | Time: 2204.71 ms [2022-03-22 08:13:21 main:574] : INFO : Epoch 1728 | loss: 0.0311177 | val_loss: 0.0311389 | Time: 2206.62 ms [2022-03-22 08:13:23 main:574] : INFO : Epoch 1729 | loss: 0.031115 | val_loss: 0.0311459 | Time: 2182.12 ms [2022-03-22 08:13:25 main:574] : INFO : Epoch 1730 | loss: 0.0311108 | val_loss: 0.0311398 | Time: 2186.48 ms [2022-03-22 08:13:27 main:574] : INFO : Epoch 1731 | loss: 0.0311103 | val_loss: 0.0311402 | Time: 2232.98 ms [2022-03-22 08:13:30 main:574] : INFO : Epoch 1732 | loss: 0.03111 | val_loss: 0.0311506 | Time: 2222.79 ms [2022-03-22 08:13:32 main:574] : INFO : Epoch 1733 | loss: 0.0311066 | val_loss: 0.0311396 | Time: 2254.12 ms [2022-03-22 08:13:34 main:574] : INFO : Epoch 1734 | loss: 0.0311029 | val_loss: 0.0311398 | Time: 2194.19 ms [2022-03-22 08:13:36 main:574] : INFO : Epoch 1735 | loss: 0.0311021 | val_loss: 0.0311423 | Time: 2151.47 ms [2022-03-22 08:13:38 main:574] : INFO : Epoch 1736 | loss: 0.0311017 | val_loss: 0.0311392 | Time: 2182.96 ms [2022-03-22 08:13:41 main:574] : INFO : Epoch 1737 | loss: 0.0311019 | val_loss: 0.031145 | Time: 2235.93 ms [2022-03-22 08:13:43 main:574] : INFO : Epoch 1738 | loss: 0.0311004 | val_loss: 0.0311415 | Time: 2287.29 ms [2022-03-22 08:13:45 main:574] : INFO : Epoch 1739 | loss: 0.0310968 | val_loss: 0.0311376 | Time: 2238.99 ms [2022-03-22 08:13:47 main:574] : INFO : Epoch 1740 | loss: 0.0310942 | val_loss: 0.0311464 | Time: 2185.41 ms [2022-03-22 08:13:50 main:574] : INFO : Epoch 1741 | loss: 0.031094 | val_loss: 0.0311461 | Time: 2225.43 ms [2022-03-22 08:13:52 main:574] : INFO : Epoch 1742 | loss: 0.0310937 | val_loss: 0.0311427 | Time: 2289.36 ms [2022-03-22 08:13:54 main:574] : INFO : Epoch 1743 | loss: 0.0310955 | val_loss: 0.0311379 | Time: 2184.86 ms [2022-03-22 08:13:56 main:574] : INFO : Epoch 1744 | loss: 0.0310977 | val_loss: 0.031139 | Time: 2256.39 ms [2022-03-22 08:13:59 main:574] : INFO : Epoch 1745 | loss: 0.0310977 | val_loss: 0.0311443 | Time: 2198.31 ms [2022-03-22 08:14:01 main:574] : INFO : Epoch 1746 | loss: 0.031095 | val_loss: 0.0311431 | Time: 2252.88 ms [2022-03-22 08:14:03 main:574] : INFO : Epoch 1747 | loss: 0.0310932 | val_loss: 0.0311397 | Time: 2290.77 ms [2022-03-22 08:14:05 main:574] : INFO : Epoch 1748 | loss: 0.0310972 | val_loss: 0.0311405 | Time: 2199.86 ms [2022-03-22 08:14:08 main:574] : INFO : Epoch 1749 | loss: 0.0310941 | val_loss: 0.0311509 | Time: 2249.73 ms [2022-03-22 08:14:10 main:574] : INFO : Epoch 1750 | loss: 0.0310945 | val_loss: 0.0311429 | Time: 2194.28 ms [2022-03-22 08:14:12 main:574] : INFO : Epoch 1751 | loss: 0.0310923 | val_loss: 0.0311444 | Time: 2216.81 ms [2022-03-22 08:14:14 main:574] : INFO : Epoch 1752 | loss: 0.0310967 | val_loss: 0.0311468 | Time: 2217.67 ms [2022-03-22 08:14:17 main:574] : INFO : Epoch 1753 | loss: 0.0310981 | val_loss: 0.0311393 | Time: 2211.01 ms [2022-03-22 08:14:19 main:574] : INFO : Epoch 1754 | loss: 0.0310928 | val_loss: 0.0311416 | Time: 2268.24 ms [2022-03-22 08:14:21 main:574] : INFO : Epoch 1755 | loss: 0.0310918 | val_loss: 0.0311391 | Time: 2277.51 ms [2022-03-22 08:14:23 main:574] : INFO : Epoch 1756 | loss: 0.0310895 | val_loss: 0.0311493 | Time: 2235.44 ms [2022-03-22 08:14:26 main:574] : INFO : Epoch 1757 | loss: 0.0310884 | val_loss: 0.0311455 | Time: 2275.72 ms [2022-03-22 08:14:28 main:574] : INFO : Epoch 1758 | loss: 0.0310938 | val_loss: 0.0311432 | Time: 2249.5 ms [2022-03-22 08:14:30 main:574] : INFO : Epoch 1759 | loss: 0.0310922 | val_loss: 0.0311413 | Time: 2233.44 ms [2022-03-22 08:14:32 main:574] : INFO : Epoch 1760 | loss: 0.0310884 | val_loss: 0.0311443 | Time: 2282.96 ms [2022-03-22 08:14:35 main:574] : INFO : Epoch 1761 | loss: 0.0310889 | val_loss: 0.0311429 | Time: 2313.93 ms [2022-03-22 08:14:37 main:574] : INFO : Epoch 1762 | loss: 0.0310897 | val_loss: 0.0311409 | Time: 2261.23 ms [2022-03-22 08:14:39 main:574] : INFO : Epoch 1763 | loss: 0.0310886 | val_loss: 0.0311506 | Time: 2208.98 ms [2022-03-22 08:14:41 main:574] : INFO : Epoch 1764 | loss: 0.0310867 | val_loss: 0.0311441 | Time: 2169.48 ms [2022-03-22 08:14:44 main:574] : INFO : Epoch 1765 | loss: 0.031088 | val_loss: 0.0311428 | Time: 2243.25 ms [2022-03-22 08:14:46 main:574] : INFO : Epoch 1766 | loss: 0.0310896 | val_loss: 0.0311462 | Time: 2297.76 ms [2022-03-22 08:14:48 main:574] : INFO : Epoch 1767 | loss: 0.0310949 | val_loss: 0.0311483 | Time: 2246.26 ms [2022-03-22 08:14:50 main:574] : INFO : Epoch 1768 | loss: 0.0310922 | val_loss: 0.0311536 | Time: 2293.58 ms [2022-03-22 08:14:53 main:574] : INFO : Epoch 1769 | loss: 0.0310904 | val_loss: 0.0311442 | Time: 2255.96 ms [2022-03-22 08:14:55 main:574] : INFO : Epoch 1770 | loss: 0.0310874 | val_loss: 0.0311471 | Time: 2229.63 ms [2022-03-22 08:14:57 main:574] : INFO : Epoch 1771 | loss: 0.03109 | val_loss: 0.0311423 | Time: 2168.27 ms [2022-03-22 08:14:59 main:574] : INFO : Epoch 1772 | loss: 0.0310912 | val_loss: 0.0311458 | Time: 2261.62 ms [2022-03-22 08:15:02 main:574] : INFO : Epoch 1773 | loss: 0.0310878 | val_loss: 0.0311489 | Time: 2243.37 ms [2022-03-22 08:15:04 main:574] : INFO : Epoch 1774 | loss: 0.0310906 | val_loss: 0.0311471 | Time: 2249.05 ms [2022-03-22 08:15:06 main:574] : INFO : Epoch 1775 | loss: 0.0310914 | val_loss: 0.0311438 | Time: 2231.56 ms [2022-03-22 08:15:08 main:574] : INFO : Epoch 1776 | loss: 0.0310906 | val_loss: 0.0311471 | Time: 2183.93 ms [2022-03-22 08:15:11 main:574] : INFO : Epoch 1777 | loss: 0.0310906 | val_loss: 0.03115 | Time: 2218.89 ms [2022-03-22 08:15:13 main:574] : INFO : Epoch 1778 | loss: 0.0310903 | val_loss: 0.0311444 | Time: 2198.02 ms [2022-03-22 08:15:15 main:574] : INFO : Epoch 1779 | loss: 0.0310955 | val_loss: 0.0311443 | Time: 2227.86 ms [2022-03-22 08:15:17 main:574] : INFO : Epoch 1780 | loss: 0.0310966 | val_loss: 0.0311453 | Time: 2270.62 ms [2022-03-22 08:15:19 main:574] : INFO : Epoch 1781 | loss: 0.0310952 | val_loss: 0.0311491 | Time: 2212.99 ms [2022-03-22 08:15:22 main:574] : INFO : Epoch 1782 | loss: 0.0310969 | val_loss: 0.0311539 | Time: 2293.62 ms [2022-03-22 08:15:24 main:574] : INFO : Epoch 1783 | loss: 0.0310959 | val_loss: 0.0311509 | Time: 2214.45 ms [2022-03-22 08:15:26 main:574] : INFO : Epoch 1784 | loss: 0.0310924 | val_loss: 0.0311578 | Time: 2187.45 ms [2022-03-22 08:15:28 main:574] : INFO : Epoch 1785 | loss: 0.0310923 | val_loss: 0.0311475 | Time: 2287.99 ms [2022-03-22 08:15:31 main:574] : INFO : Epoch 1786 | loss: 0.0310869 | val_loss: 0.0311519 | Time: 2239.79 ms [2022-03-22 08:15:33 main:574] : INFO : Epoch 1787 | loss: 0.0310914 | val_loss: 0.0311538 | Time: 2190.55 ms [2022-03-22 08:15:35 main:574] : INFO : Epoch 1788 | loss: 0.0310899 | val_loss: 0.0311517 | Time: 2259.32 ms [2022-03-22 08:15:37 main:574] : INFO : Epoch 1789 | loss: 0.0310873 | val_loss: 0.0311419 | Time: 2248.27 ms [2022-03-22 08:15:40 main:574] : INFO : Epoch 1790 | loss: 0.0310963 | val_loss: 0.0311508 | Time: 2255.2 ms [2022-03-22 08:15:42 main:574] : INFO : Epoch 1791 | loss: 0.0311033 | val_loss: 0.0311498 | Time: 2239.38 ms [2022-03-22 08:15:44 main:574] : INFO : Epoch 1792 | loss: 0.0310991 | val_loss: 0.0311529 | Time: 2227.56 ms [2022-03-22 08:15:46 main:574] : INFO : Epoch 1793 | loss: 0.0310995 | val_loss: 0.0311471 | Time: 2268.58 ms [2022-03-22 08:15:49 main:574] : INFO : Epoch 1794 | loss: 0.0311024 | val_loss: 0.0311502 | Time: 2285.52 ms [2022-03-22 08:15:51 main:574] : INFO : Epoch 1795 | loss: 0.0311001 | val_loss: 0.0311422 | Time: 2254.77 ms [2022-03-22 08:15:53 main:574] : INFO : Epoch 1796 | loss: 0.0310936 | val_loss: 0.0311507 | Time: 2271.56 ms [2022-03-22 08:15:56 main:574] : INFO : Epoch 1797 | loss: 0.0310933 | val_loss: 0.0311509 | Time: 2239.85 ms [2022-03-22 08:15:58 main:574] : INFO : Epoch 1798 | loss: 0.0310881 | val_loss: 0.0311489 | Time: 2236.27 ms [2022-03-22 08:16:00 main:574] : INFO : Epoch 1799 | loss: 0.031091 | val_loss: 0.0311455 | Time: 2191.11 ms [2022-03-22 08:16:02 main:574] : INFO : Epoch 1800 | loss: 0.0310909 | val_loss: 0.0311431 | Time: 2182.63 ms [2022-03-22 08:16:04 main:574] : INFO : Epoch 1801 | loss: 0.0310895 | val_loss: 0.0311448 | Time: 2270.6 ms [2022-03-22 08:16:07 main:574] : INFO : Epoch 1802 | loss: 0.0310896 | val_loss: 0.031143 | Time: 2199.02 ms [2022-03-22 08:16:09 main:574] : INFO : Epoch 1803 | loss: 0.0310929 | val_loss: 0.0311485 | Time: 2206.25 ms [2022-03-22 08:16:11 main:574] : INFO : Epoch 1804 | loss: 0.0310939 | val_loss: 0.0311481 | Time: 2225.48 ms [2022-03-22 08:16:13 main:574] : INFO : Epoch 1805 | loss: 0.0310897 | val_loss: 0.0311432 | Time: 2265.06 ms [2022-03-22 08:16:16 main:574] : INFO : Epoch 1806 | loss: 0.0310926 | val_loss: 0.031142 | Time: 2220.5 ms [2022-03-22 08:16:18 main:574] : INFO : Epoch 1807 | loss: 0.0310999 | val_loss: 0.0311396 | Time: 2170.66 ms [2022-03-22 08:16:20 main:574] : INFO : Epoch 1808 | loss: 0.0310917 | val_loss: 0.0311441 | Time: 2176.65 ms [2022-03-22 08:16:22 main:574] : INFO : Epoch 1809 | loss: 0.0310871 | val_loss: 0.0311407 | Time: 2246.12 ms [2022-03-22 08:16:24 main:574] : INFO : Epoch 1810 | loss: 0.0310892 | val_loss: 0.0311497 | Time: 2235.1 ms [2022-03-22 08:16:27 main:574] : INFO : Epoch 1811 | loss: 0.0310893 | val_loss: 0.0311455 | Time: 2219.46 ms [2022-03-22 08:16:29 main:574] : INFO : Epoch 1812 | loss: 0.031087 | val_loss: 0.0311464 | Time: 2180.61 ms [2022-03-22 08:16:31 main:574] : INFO : Epoch 1813 | loss: 0.0310869 | val_loss: 0.0311482 | Time: 2227.59 ms [2022-03-22 08:16:33 main:574] : INFO : Epoch 1814 | loss: 0.0310972 | val_loss: 0.0311508 | Time: 2221.55 ms [2022-03-22 08:16:36 main:574] : INFO : Epoch 1815 | loss: 0.0311014 | val_loss: 0.0311466 | Time: 2188.54 ms [2022-03-22 08:16:38 main:574] : INFO : Epoch 1816 | loss: 0.0310938 | val_loss: 0.031147 | Time: 2194.42 ms [2022-03-22 08:16:40 main:574] : INFO : Epoch 1817 | loss: 0.0310934 | val_loss: 0.0311429 | Time: 2257.62 ms [2022-03-22 08:16:42 main:574] : INFO : Epoch 1818 | loss: 0.0310929 | val_loss: 0.0311395 | Time: 2263.76 ms [2022-03-22 08:16:44 main:574] : INFO : Epoch 1819 | loss: 0.0310934 | val_loss: 0.0311447 | Time: 2214.48 ms [2022-03-22 08:16:47 main:574] : INFO : Epoch 1820 | loss: 0.0310911 | val_loss: 0.0311458 | Time: 2228.64 ms [2022-03-22 08:16:49 main:574] : INFO : Epoch 1821 | loss: 0.0310873 | val_loss: 0.0311435 | Time: 2257.29 ms [2022-03-22 08:16:51 main:574] : INFO : Epoch 1822 | loss: 0.0310853 | val_loss: 0.0311372 | Time: 2240.02 ms [2022-03-22 08:16:53 main:574] : INFO : Epoch 1823 | loss: 0.0310852 | val_loss: 0.0311401 | Time: 2172.39 ms [2022-03-22 08:16:56 main:574] : INFO : Epoch 1824 | loss: 0.0310863 | val_loss: 0.0311476 | Time: 2275.09 ms [2022-03-22 08:16:58 main:574] : INFO : Epoch 1825 | loss: 0.0310883 | val_loss: 0.0311535 | Time: 2203.23 ms [2022-03-22 08:17:00 main:574] : INFO : Epoch 1826 | loss: 0.0310843 | val_loss: 0.0311434 | Time: 2303.17 ms [2022-03-22 08:17:02 main:574] : INFO : Epoch 1827 | loss: 0.0310864 | val_loss: 0.0311523 | Time: 2232.46 ms [2022-03-22 08:17:05 main:574] : INFO : Epoch 1828 | loss: 0.0310864 | val_loss: 0.0311414 | Time: 2282.17 ms [2022-03-22 08:17:07 main:574] : INFO : Epoch 1829 | loss: 0.0310882 | val_loss: 0.0311552 | Time: 2209.83 ms [2022-03-22 08:17:09 main:574] : INFO : Epoch 1830 | loss: 0.0310862 | val_loss: 0.0311416 | Time: 2234.13 ms [2022-03-22 08:17:11 main:574] : INFO : Epoch 1831 | loss: 0.0310839 | val_loss: 0.0311533 | Time: 2190.61 ms [2022-03-22 08:17:14 main:574] : INFO : Epoch 1832 | loss: 0.0310899 | val_loss: 0.0311638 | Time: 2164.17 ms [2022-03-22 08:17:16 main:574] : INFO : Epoch 1833 | loss: 0.0310982 | val_loss: 0.0311464 | Time: 2177.83 ms [2022-03-22 08:17:18 main:574] : INFO : Epoch 1834 | loss: 0.031094 | val_loss: 0.0311469 | Time: 2171.18 ms [2022-03-22 08:17:20 main:574] : INFO : Epoch 1835 | loss: 0.0310944 | val_loss: 0.0311475 | Time: 2176.2 ms [2022-03-22 08:17:22 main:574] : INFO : Epoch 1836 | loss: 0.0310962 | val_loss: 0.0311542 | Time: 2194.9 ms [2022-03-22 08:17:24 main:574] : INFO : Epoch 1837 | loss: 0.0310904 | val_loss: 0.0311503 | Time: 2209.68 ms [2022-03-22 08:17:27 main:574] : INFO : Epoch 1838 | loss: 0.0310898 | val_loss: 0.0311546 | Time: 2277.7 ms [2022-03-22 08:17:29 main:574] : INFO : Epoch 1839 | loss: 0.0310864 | val_loss: 0.0311446 | Time: 2227.3 ms [2022-03-22 08:17:31 main:574] : INFO : Epoch 1840 | loss: 0.0310837 | val_loss: 0.0311457 | Time: 2252.86 ms [2022-03-22 08:17:33 main:574] : INFO : Epoch 1841 | loss: 0.0310962 | val_loss: 0.0311407 | Time: 2194.48 ms [2022-03-22 08:17:36 main:574] : INFO : Epoch 1842 | loss: 0.0310942 | val_loss: 0.0311442 | Time: 2208.2 ms [2022-03-22 08:17:38 main:574] : INFO : Epoch 1843 | loss: 0.0310905 | val_loss: 0.0311452 | Time: 2209.66 ms [2022-03-22 08:17:40 main:574] : INFO : Epoch 1844 | loss: 0.0310879 | val_loss: 0.0311537 | Time: 2222.3 ms [2022-03-22 08:17:42 main:574] : INFO : Epoch 1845 | loss: 0.0310906 | val_loss: 0.0311552 | Time: 2247.28 ms [2022-03-22 08:17:45 main:574] : INFO : Epoch 1846 | loss: 0.0310874 | val_loss: 0.0311499 | Time: 2230.87 ms [2022-03-22 08:17:47 main:574] : INFO : Epoch 1847 | loss: 0.0310836 | val_loss: 0.0311482 | Time: 2229.62 ms [2022-03-22 08:17:49 main:574] : INFO : Epoch 1848 | loss: 0.0310835 | val_loss: 0.0311576 | Time: 2185.19 ms [2022-03-22 08:17:51 main:574] : INFO : Epoch 1849 | loss: 0.0310884 | val_loss: 0.0311531 | Time: 2184.16 ms [2022-03-22 08:17:53 main:574] : INFO : Epoch 1850 | loss: 0.0310851 | val_loss: 0.0311604 | Time: 2188.01 ms [2022-03-22 08:17:56 main:574] : INFO : Epoch 1851 | loss: 0.0310816 | val_loss: 0.0311541 | Time: 2227.37 ms [2022-03-22 08:17:58 main:574] : INFO : Epoch 1852 | loss: 0.0310782 | val_loss: 0.0311564 | Time: 2293.2 ms [2022-03-22 08:18:00 main:574] : INFO : Epoch 1853 | loss: 0.0310789 | val_loss: 0.0311534 | Time: 2270.76 ms [2022-03-22 08:18:02 main:574] : INFO : Epoch 1854 | loss: 0.0310859 | val_loss: 0.0311547 | Time: 2220.94 ms [2022-03-22 08:18:05 main:574] : INFO : Epoch 1855 | loss: 0.0310872 | val_loss: 0.0311438 | Time: 2242.36 ms [2022-03-22 08:18:07 main:574] : INFO : Epoch 1856 | loss: 0.0310914 | val_loss: 0.0311489 | Time: 2241.44 ms [2022-03-22 08:18:09 main:574] : INFO : Epoch 1857 | loss: 0.0310877 | val_loss: 0.0311473 | Time: 2168.82 ms [2022-03-22 08:18:11 main:574] : INFO : Epoch 1858 | loss: 0.0310894 | val_loss: 0.0311506 | Time: 2267.46 ms [2022-03-22 08:18:14 main:574] : INFO : Epoch 1859 | loss: 0.0310908 | val_loss: 0.0311525 | Time: 2155.72 ms [2022-03-22 08:18:16 main:574] : INFO : Epoch 1860 | loss: 0.0310922 | val_loss: 0.0311481 | Time: 2247.11 ms [2022-03-22 08:18:18 main:574] : INFO : Epoch 1861 | loss: 0.0310938 | val_loss: 0.0311515 | Time: 2219.91 ms [2022-03-22 08:18:20 main:574] : INFO : Epoch 1862 | loss: 0.0310879 | val_loss: 0.0311522 | Time: 2127.19 ms [2022-03-22 08:18:22 main:574] : INFO : Epoch 1863 | loss: 0.031085 | val_loss: 0.0311461 | Time: 2184.8 ms [2022-03-22 08:18:25 main:574] : INFO : Epoch 1864 | loss: 0.0310822 | val_loss: 0.0311519 | Time: 2305.07 ms [2022-03-22 08:18:27 main:574] : INFO : Epoch 1865 | loss: 0.0310792 | val_loss: 0.0311513 | Time: 2230.62 ms [2022-03-22 08:18:29 main:574] : INFO : Epoch 1866 | loss: 0.0310756 | val_loss: 0.031156 | Time: 2198.17 ms [2022-03-22 08:18:31 main:574] : INFO : Epoch 1867 | loss: 0.0310787 | val_loss: 0.0311576 | Time: 2250.38 ms [2022-03-22 08:18:34 main:574] : INFO : Epoch 1868 | loss: 0.0310832 | val_loss: 0.0311626 | Time: 2273.05 ms [2022-03-22 08:18:36 main:574] : INFO : Epoch 1869 | loss: 0.0310838 | val_loss: 0.0311485 | Time: 2196.05 ms [2022-03-22 08:18:38 main:574] : INFO : Epoch 1870 | loss: 0.0310817 | val_loss: 0.0311561 | Time: 2233.04 ms [2022-03-22 08:18:40 main:574] : INFO : Epoch 1871 | loss: 0.0310782 | val_loss: 0.0311629 | Time: 2179.98 ms [2022-03-22 08:18:42 main:574] : INFO : Epoch 1872 | loss: 0.0310771 | val_loss: 0.0311572 | Time: 2220.49 ms [2022-03-22 08:18:45 main:574] : INFO : Epoch 1873 | loss: 0.0310765 | val_loss: 0.0311552 | Time: 2175.51 ms [2022-03-22 08:18:47 main:574] : INFO : Epoch 1874 | loss: 0.0310784 | val_loss: 0.031158 | Time: 2238.89 ms [2022-03-22 08:18:49 main:574] : INFO : Epoch 1875 | loss: 0.0310767 | val_loss: 0.0311549 | Time: 2216.25 ms [2022-03-22 08:18:51 main:574] : INFO : Epoch 1876 | loss: 0.0310831 | val_loss: 0.0311643 | Time: 2207.64 ms [2022-03-22 08:18:54 main:574] : INFO : Epoch 1877 | loss: 0.0310834 | val_loss: 0.0311613 | Time: 2270.04 ms [2022-03-22 08:18:56 main:574] : INFO : Epoch 1878 | loss: 0.0310837 | val_loss: 0.0311548 | Time: 2279 ms [2022-03-22 08:18:58 main:574] : INFO : Epoch 1879 | loss: 0.0310846 | val_loss: 0.0311637 | Time: 2331.71 ms [2022-03-22 08:19:00 main:574] : INFO : Epoch 1880 | loss: 0.0310898 | val_loss: 0.0311544 | Time: 2187.36 ms [2022-03-22 08:19:03 main:574] : INFO : Epoch 1881 | loss: 0.0310925 | val_loss: 0.0311506 | Time: 2209.51 ms [2022-03-22 08:19:05 main:574] : INFO : Epoch 1882 | loss: 0.0311064 | val_loss: 0.0311547 | Time: 2180.94 ms [2022-03-22 08:19:07 main:574] : INFO : Epoch 1883 | loss: 0.0310984 | val_loss: 0.0311494 | Time: 2190.02 ms [2022-03-22 08:19:09 main:574] : INFO : Epoch 1884 | loss: 0.0310956 | val_loss: 0.0311758 | Time: 2212.56 ms [2022-03-22 08:19:11 main:574] : INFO : Epoch 1885 | loss: 0.0316571 | val_loss: 0.047251 | Time: 2205.29 ms [2022-03-22 08:19:14 main:574] : INFO : Epoch 1886 | loss: 0.0618 | val_loss: 0.0336309 | Time: 2194.29 ms [2022-03-22 08:19:16 main:574] : INFO : Epoch 1887 | loss: 0.0338127 | val_loss: 0.0314811 | Time: 2207.04 ms [2022-03-22 08:19:18 main:574] : INFO : Epoch 1888 | loss: 0.0315643 | val_loss: 0.0314395 | Time: 2208.94 ms [2022-03-22 08:19:20 main:574] : INFO : Epoch 1889 | loss: 0.0313127 | val_loss: 0.0312694 | Time: 2171.9 ms [2022-03-22 08:19:22 main:574] : INFO : Epoch 1890 | loss: 0.0312608 | val_loss: 0.0312542 | Time: 2170 ms [2022-03-22 08:19:25 main:574] : INFO : Epoch 1891 | loss: 0.031253 | val_loss: 0.0312518 | Time: 2258.24 ms [2022-03-22 08:19:27 main:574] : INFO : Epoch 1892 | loss: 0.0312512 | val_loss: 0.031251 | Time: 2198.38 ms [2022-03-22 08:19:29 main:574] : INFO : Epoch 1893 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2197.82 ms [2022-03-22 08:19:31 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2216.78 ms [2022-03-22 08:19:34 main:574] : INFO : Epoch 1895 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2173.15 ms [2022-03-22 08:19:36 main:574] : INFO : Epoch 1896 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2138.94 ms [2022-03-22 08:19:38 main:574] : INFO : Epoch 1897 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2208.52 ms [2022-03-22 08:19:40 main:574] : INFO : Epoch 1898 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2124.05 ms [2022-03-22 08:19:42 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.03125 | Time: 2208.62 ms [2022-03-22 08:19:44 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312494 | Time: 2201.6 ms [2022-03-22 08:19:47 main:574] : INFO : Epoch 1901 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 2214.07 ms [2022-03-22 08:19:49 main:574] : INFO : Epoch 1902 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2182.81 ms [2022-03-22 08:19:51 main:574] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2199.62 ms [2022-03-22 08:19:53 main:574] : INFO : Epoch 1904 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2184.61 ms [2022-03-22 08:19:55 main:574] : INFO : Epoch 1905 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2195.7 ms [2022-03-22 08:19:58 main:574] : INFO : Epoch 1906 | loss: 0.0312493 | val_loss: 0.0312497 | Time: 2242.26 ms [2022-03-22 08:20:00 main:574] : INFO : Epoch 1907 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 2234.98 ms [2022-03-22 08:20:02 main:574] : INFO : Epoch 1908 | loss: 0.031249 | val_loss: 0.0312487 | Time: 2172.79 ms [2022-03-22 08:20:04 main:574] : INFO : Epoch 1909 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 2251.19 ms [2022-03-22 08:20:07 main:574] : INFO : Epoch 1910 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2168.7 ms [2022-03-22 08:20:09 main:574] : INFO : Epoch 1911 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2218.74 ms [2022-03-22 08:20:11 main:574] : INFO : Epoch 1912 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 2224.67 ms [2022-03-22 08:20:13 main:574] : INFO : Epoch 1913 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 2200.12 ms [2022-03-22 08:20:15 main:574] : INFO : Epoch 1914 | loss: 0.031247 | val_loss: 0.031246 | Time: 2251.06 ms [2022-03-22 08:20:18 main:574] : INFO : Epoch 1915 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2177.35 ms [2022-03-22 08:20:20 main:574] : INFO : Epoch 1916 | loss: 0.031246 | val_loss: 0.0312446 | Time: 2211.88 ms [2022-03-22 08:20:22 main:574] : INFO : Epoch 1917 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 2197.67 ms [2022-03-22 08:20:24 main:574] : INFO : Epoch 1918 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2185.94 ms [2022-03-22 08:20:26 main:574] : INFO : Epoch 1919 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 2252.59 ms [2022-03-22 08:20:29 main:574] : INFO : Epoch 1920 | loss: 0.0312431 | val_loss: 0.0312439 | Time: 2195.1 ms [2022-03-22 08:20:31 main:574] : INFO : Epoch 1921 | loss: 0.0312419 | val_loss: 0.0312388 | Time: 2278.81 ms [2022-03-22 08:20:33 main:574] : INFO : Epoch 1922 | loss: 0.0312388 | val_loss: 0.0312365 | Time: 2223.56 ms [2022-03-22 08:20:35 main:574] : INFO : Epoch 1923 | loss: 0.0312369 | val_loss: 0.0312339 | Time: 2171.53 ms [2022-03-22 08:20:38 main:574] : INFO : Epoch 1924 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 2267.42 ms [2022-03-22 08:20:40 main:574] : INFO : Epoch 1925 | loss: 0.0312319 | val_loss: 0.0312295 | Time: 2109.79 ms [2022-03-22 08:20:42 main:574] : INFO : Epoch 1926 | loss: 0.0312286 | val_loss: 0.0312272 | Time: 2227.2 ms [2022-03-22 08:20:44 main:574] : INFO : Epoch 1927 | loss: 0.0312268 | val_loss: 0.0312188 | Time: 2257.47 ms [2022-03-22 08:20:47 main:574] : INFO : Epoch 1928 | loss: 0.031218 | val_loss: 0.0312128 | Time: 2248.02 ms [2022-03-22 08:20:49 main:574] : INFO : Epoch 1929 | loss: 0.0312137 | val_loss: 0.0312082 | Time: 2219.22 ms [2022-03-22 08:20:51 main:574] : INFO : Epoch 1930 | loss: 0.031211 | val_loss: 0.0312044 | Time: 2140.2 ms [2022-03-22 08:20:53 main:574] : INFO : Epoch 1931 | loss: 0.0312081 | val_loss: 0.0312016 | Time: 2235.84 ms [2022-03-22 08:20:55 main:574] : INFO : Epoch 1932 | loss: 0.0312047 | val_loss: 0.0311987 | Time: 2178.9 ms [2022-03-22 08:20:58 main:574] : INFO : Epoch 1933 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 2193.21 ms [2022-03-22 08:21:00 main:574] : INFO : Epoch 1934 | loss: 0.0312019 | val_loss: 0.0311944 | Time: 2276.85 ms [2022-03-22 08:21:02 main:574] : INFO : Epoch 1935 | loss: 0.0311995 | val_loss: 0.0311949 | Time: 2203.16 ms [2022-03-22 08:21:04 main:574] : INFO : Epoch 1936 | loss: 0.0311983 | val_loss: 0.0311907 | Time: 2169.45 ms [2022-03-22 08:21:06 main:574] : INFO : Epoch 1937 | loss: 0.0311959 | val_loss: 0.0311904 | Time: 2242.8 ms [2022-03-22 08:21:09 main:574] : INFO : Epoch 1938 | loss: 0.0311937 | val_loss: 0.0311912 | Time: 2193.21 ms [2022-03-22 08:21:11 main:574] : INFO : Epoch 1939 | loss: 0.0311956 | val_loss: 0.0311865 | Time: 2160.97 ms [2022-03-22 08:21:13 main:574] : INFO : Epoch 1940 | loss: 0.0311903 | val_loss: 0.0311862 | Time: 2260.24 ms [2022-03-22 08:21:15 main:574] : INFO : Epoch 1941 | loss: 0.0311892 | val_loss: 0.0311839 | Time: 2253.33 ms [2022-03-22 08:21:18 main:574] : INFO : Epoch 1942 | loss: 0.0311892 | val_loss: 0.0311838 | Time: 2193.16 ms [2022-03-22 08:21:20 main:574] : INFO : Epoch 1943 | loss: 0.0311873 | val_loss: 0.0311824 | Time: 2184.65 ms [2022-03-22 08:21:22 main:574] : INFO : Epoch 1944 | loss: 0.0311876 | val_loss: 0.0311842 | Time: 2204.61 ms [2022-03-22 08:21:24 main:574] : INFO : Epoch 1945 | loss: 0.0311896 | val_loss: 0.0311813 | Time: 2262.37 ms [2022-03-22 08:21:26 main:574] : INFO : Epoch 1946 | loss: 0.0311877 | val_loss: 0.0311814 | Time: 2173.78 ms [2022-03-22 08:21:29 main:574] : INFO : Epoch 1947 | loss: 0.0311866 | val_loss: 0.0311826 | Time: 2245.58 ms [2022-03-22 08:21:31 main:574] : INFO : Epoch 1948 | loss: 0.031187 | val_loss: 0.0311811 | Time: 2284.86 ms [2022-03-22 08:21:33 main:574] : INFO : Epoch 1949 | loss: 0.0311868 | val_loss: 0.0311796 | Time: 2212.19 ms [2022-03-22 08:21:35 main:574] : INFO : Epoch 1950 | loss: 0.0311868 | val_loss: 0.0311793 | Time: 2258.9 ms [2022-03-22 08:21:38 main:574] : INFO : Epoch 1951 | loss: 0.0311826 | val_loss: 0.0311788 | Time: 2260.45 ms [2022-03-22 08:21:40 main:574] : INFO : Epoch 1952 | loss: 0.0311828 | val_loss: 0.0311816 | Time: 2144.01 ms [2022-03-22 08:21:42 main:574] : INFO : Epoch 1953 | loss: 0.0311859 | val_loss: 0.0311793 | Time: 2180.84 ms [2022-03-22 08:21:44 main:574] : INFO : Epoch 1954 | loss: 0.0311824 | val_loss: 0.0311933 | Time: 2243.28 ms [2022-03-22 08:21:46 main:574] : INFO : Epoch 1955 | loss: 0.0311935 | val_loss: 0.0311896 | Time: 2164.48 ms [2022-03-22 08:21:49 main:574] : INFO : Epoch 1956 | loss: 0.0311831 | val_loss: 0.0311827 | Time: 2220.36 ms [2022-03-22 08:21:51 main:574] : INFO : Epoch 1957 | loss: 0.0311827 | val_loss: 0.0311817 | Time: 2162.07 ms [2022-03-22 08:21:53 main:574] : INFO : Epoch 1958 | loss: 0.0311815 | val_loss: 0.0311774 | Time: 2203.48 ms [2022-03-22 08:21:55 main:574] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.0311782 | Time: 2209.32 ms [2022-03-22 08:21:57 main:574] : INFO : Epoch 1960 | loss: 0.0311802 | val_loss: 0.0311821 | Time: 2197.23 ms [2022-03-22 08:22:00 main:574] : INFO : Epoch 1961 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 2204.26 ms [2022-03-22 08:22:02 main:574] : INFO : Epoch 1962 | loss: 0.0311811 | val_loss: 0.0311786 | Time: 2233.58 ms [2022-03-22 08:22:04 main:574] : INFO : Epoch 1963 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 2274.66 ms [2022-03-22 08:22:06 main:574] : INFO : Epoch 1964 | loss: 0.0311879 | val_loss: 0.0311773 | Time: 2217.64 ms [2022-03-22 08:22:09 main:574] : INFO : Epoch 1965 | loss: 0.0311818 | val_loss: 0.0311768 | Time: 2270.89 ms [2022-03-22 08:22:11 main:574] : INFO : Epoch 1966 | loss: 0.0311804 | val_loss: 0.0311772 | Time: 2195.7 ms [2022-03-22 08:22:13 main:574] : INFO : Epoch 1967 | loss: 0.0311828 | val_loss: 0.0311771 | Time: 2215.35 ms [2022-03-22 08:22:15 main:574] : INFO : Epoch 1968 | loss: 0.0311801 | val_loss: 0.0311773 | Time: 2184.87 ms [2022-03-22 08:22:18 main:574] : INFO : Epoch 1969 | loss: 0.0311829 | val_loss: 0.0311791 | Time: 2304.86 ms [2022-03-22 08:22:20 main:574] : INFO : Epoch 1970 | loss: 0.0311835 | val_loss: 0.0311772 | Time: 2267.32 ms [2022-03-22 08:22:22 main:574] : INFO : Epoch 1971 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 2185.08 ms [2022-03-22 08:22:24 main:574] : INFO : Epoch 1972 | loss: 0.0311839 | val_loss: 0.0311777 | Time: 2219.78 ms [2022-03-22 08:22:26 main:574] : INFO : Epoch 1973 | loss: 0.03118 | val_loss: 0.0311769 | Time: 2198.99 ms [2022-03-22 08:22:29 main:574] : INFO : Epoch 1974 | loss: 0.0311797 | val_loss: 0.031177 | Time: 2228 ms [2022-03-22 08:22:31 main:574] : INFO : Epoch 1975 | loss: 0.0311826 | val_loss: 0.0311787 | Time: 2280.35 ms [2022-03-22 08:22:33 main:574] : INFO : Epoch 1976 | loss: 0.0311811 | val_loss: 0.0311804 | Time: 2152.16 ms [2022-03-22 08:22:35 main:574] : INFO : Epoch 1977 | loss: 0.031184 | val_loss: 0.031182 | Time: 2248.21 ms [2022-03-22 08:22:38 main:574] : INFO : Epoch 1978 | loss: 0.0311813 | val_loss: 0.0311828 | Time: 2202.47 ms [2022-03-22 08:22:40 main:574] : INFO : Epoch 1979 | loss: 0.031183 | val_loss: 0.0311765 | Time: 2166.28 ms [2022-03-22 08:22:42 main:574] : INFO : Epoch 1980 | loss: 0.0311832 | val_loss: 0.0311771 | Time: 2317.49 ms [2022-03-22 08:22:44 main:574] : INFO : Epoch 1981 | loss: 0.0311794 | val_loss: 0.0311768 | Time: 2290.79 ms [2022-03-22 08:22:47 main:574] : INFO : Epoch 1982 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 2240.94 ms [2022-03-22 08:22:49 main:574] : INFO : Epoch 1983 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 2214.38 ms [2022-03-22 08:22:51 main:574] : INFO : Epoch 1984 | loss: 0.0311873 | val_loss: 0.0311789 | Time: 2170.08 ms [2022-03-22 08:22:53 main:574] : INFO : Epoch 1985 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 2213.73 ms [2022-03-22 08:22:56 main:574] : INFO : Epoch 1986 | loss: 0.0311808 | val_loss: 0.0311791 | Time: 2252.46 ms [2022-03-22 08:22:58 main:574] : INFO : Epoch 1987 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2238.38 ms [2022-03-22 08:23:00 main:574] : INFO : Epoch 1988 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2193 ms [2022-03-22 08:23:02 main:574] : INFO : Epoch 1989 | loss: 0.0311832 | val_loss: 0.0311765 | Time: 2242.49 ms [2022-03-22 08:23:04 main:574] : INFO : Epoch 1990 | loss: 0.0311801 | val_loss: 0.0311772 | Time: 2263.33 ms [2022-03-22 08:23:07 main:574] : INFO : Epoch 1991 | loss: 0.0311819 | val_loss: 0.0311768 | Time: 2226.71 ms [2022-03-22 08:23:09 main:574] : INFO : Epoch 1992 | loss: 0.0311843 | val_loss: 0.0311764 | Time: 2261.94 ms [2022-03-22 08:23:11 main:574] : INFO : Epoch 1993 | loss: 0.0311789 | val_loss: 0.0311769 | Time: 2184.66 ms [2022-03-22 08:23:13 main:574] : INFO : Epoch 1994 | loss: 0.0311804 | val_loss: 0.0311791 | Time: 2212.1 ms [2022-03-22 08:23:16 main:574] : INFO : Epoch 1995 | loss: 0.0311798 | val_loss: 0.0311822 | Time: 2242.37 ms [2022-03-22 08:23:18 main:574] : INFO : Epoch 1996 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 2122.68 ms [2022-03-22 08:23:20 main:574] : INFO : Epoch 1997 | loss: 0.0311785 | val_loss: 0.0311773 | Time: 2194.64 ms [2022-03-22 08:23:22 main:574] : INFO : Epoch 1998 | loss: 0.0311819 | val_loss: 0.0311768 | Time: 2215.09 ms [2022-03-22 08:23:24 main:574] : INFO : Epoch 1999 | loss: 0.0311796 | val_loss: 0.0311778 | Time: 2251.21 ms [2022-03-22 08:23:27 main:574] : INFO : Epoch 2000 | loss: 0.0311792 | val_loss: 0.0311768 | Time: 2164.73 ms [2022-03-22 08:23:29 main:574] : INFO : Epoch 2001 | loss: 0.0311804 | val_loss: 0.0311823 | Time: 2184.02 ms [2022-03-22 08:23:31 main:574] : INFO : Epoch 2002 | loss: 0.0311823 | val_loss: 0.0311768 | Time: 2219.22 ms [2022-03-22 08:23:33 main:574] : INFO : Epoch 2003 | loss: 0.0311816 | val_loss: 0.0311768 | Time: 2248.99 ms [2022-03-22 08:23:35 main:574] : INFO : Epoch 2004 | loss: 0.0311881 | val_loss: 0.0311772 | Time: 2167.55 ms [2022-03-22 08:23:38 main:574] : INFO : Epoch 2005 | loss: 0.0311844 | val_loss: 0.0311794 | Time: 2250.94 ms [2022-03-22 08:23:40 main:574] : INFO : Epoch 2006 | loss: 0.031182 | val_loss: 0.0311914 | Time: 2246.95 ms [2022-03-22 08:23:42 main:574] : INFO : Epoch 2007 | loss: 0.0311831 | val_loss: 0.0311774 | Time: 2268.42 ms [2022-03-22 08:23:45 main:574] : INFO : Epoch 2008 | loss: 0.0311812 | val_loss: 0.0311772 | Time: 2333.02 ms [2022-03-22 08:23:47 main:574] : INFO : Epoch 2009 | loss: 0.0311789 | val_loss: 0.0311781 | Time: 2268.27 ms [2022-03-22 08:23:49 main:574] : INFO : Epoch 2010 | loss: 0.0311819 | val_loss: 0.0311766 | Time: 2304.89 ms [2022-03-22 08:23:51 main:574] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311765 | Time: 2274.93 ms [2022-03-22 08:23:54 main:574] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311789 | Time: 2255.22 ms [2022-03-22 08:23:56 main:574] : INFO : Epoch 2013 | loss: 0.0311816 | val_loss: 0.0311774 | Time: 2217.61 ms [2022-03-22 08:23:58 main:574] : INFO : Epoch 2014 | loss: 0.0311796 | val_loss: 0.0311784 | Time: 2269.49 ms [2022-03-22 08:24:00 main:574] : INFO : Epoch 2015 | loss: 0.0311791 | val_loss: 0.0311765 | Time: 2219.32 ms [2022-03-22 08:24:03 main:574] : INFO : Epoch 2016 | loss: 0.0311785 | val_loss: 0.0311918 | Time: 2231.47 ms [2022-03-22 08:24:05 main:574] : INFO : Epoch 2017 | loss: 0.0311836 | val_loss: 0.0311778 | Time: 2224.9 ms [2022-03-22 08:24:07 main:574] : INFO : Epoch 2018 | loss: 0.0311861 | val_loss: 0.0311977 | Time: 2192.14 ms [2022-03-22 08:24:09 main:574] : INFO : Epoch 2019 | loss: 0.0311807 | val_loss: 0.0311788 | Time: 2273.11 ms [2022-03-22 08:24:12 main:574] : INFO : Epoch 2020 | loss: 0.0311803 | val_loss: 0.0311766 | Time: 2225 ms [2022-03-22 08:24:14 main:574] : INFO : Epoch 2021 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 2287.19 ms [2022-03-22 08:24:16 main:574] : INFO : Epoch 2022 | loss: 0.0311831 | val_loss: 0.0311764 | Time: 2249.17 ms [2022-03-22 08:24:18 main:574] : INFO : Epoch 2023 | loss: 0.031181 | val_loss: 0.031179 | Time: 2301.04 ms [2022-03-22 08:24:21 main:574] : INFO : Epoch 2024 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 2193.3 ms [2022-03-22 08:24:23 main:574] : INFO : Epoch 2025 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 2235.91 ms [2022-03-22 08:24:25 main:574] : INFO : Epoch 2026 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2245.3 ms [2022-03-22 08:24:27 main:574] : INFO : Epoch 2027 | loss: 0.0311793 | val_loss: 0.0311774 | Time: 2179.06 ms [2022-03-22 08:24:30 main:574] : INFO : Epoch 2028 | loss: 0.0311799 | val_loss: 0.0311915 | Time: 2289.79 ms [2022-03-22 08:24:32 main:574] : INFO : Epoch 2029 | loss: 0.0311899 | val_loss: 0.0311956 | Time: 2215.53 ms [2022-03-22 08:24:34 main:574] : INFO : Epoch 2030 | loss: 0.0311828 | val_loss: 0.0311789 | Time: 2245.54 ms [2022-03-22 08:24:36 main:574] : INFO : Epoch 2031 | loss: 0.0311803 | val_loss: 0.0311774 | Time: 2244.28 ms [2022-03-22 08:24:39 main:574] : INFO : Epoch 2032 | loss: 0.0311766 | val_loss: 0.0311819 | Time: 2215.88 ms [2022-03-22 08:24:41 main:574] : INFO : Epoch 2033 | loss: 0.0311765 | val_loss: 0.03118 | Time: 2197.34 ms [2022-03-22 08:24:43 main:574] : INFO : Epoch 2034 | loss: 0.0311775 | val_loss: 0.031178 | Time: 2208.33 ms [2022-03-22 08:24:45 main:574] : INFO : Epoch 2035 | loss: 0.0311791 | val_loss: 0.0311775 | Time: 2209.66 ms [2022-03-22 08:24:48 main:574] : INFO : Epoch 2036 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 2277.66 ms [2022-03-22 08:24:50 main:574] : INFO : Epoch 2037 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 2235.24 ms [2022-03-22 08:24:52 main:574] : INFO : Epoch 2038 | loss: 0.0311766 | val_loss: 0.0311765 | Time: 2231.48 ms [2022-03-22 08:24:54 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.031182 | Time: 2228.88 ms [2022-03-22 08:24:57 main:574] : INFO : Epoch 2040 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 2285.34 ms [2022-03-22 08:24:59 main:574] : INFO : Epoch 2041 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 2285.57 ms [2022-03-22 08:25:01 main:574] : INFO : Epoch 2042 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 2220.88 ms [2022-03-22 08:25:03 main:574] : INFO : Epoch 2043 | loss: 0.0311797 | val_loss: 0.031182 | Time: 2179.17 ms [2022-03-22 08:25:05 main:574] : INFO : Epoch 2044 | loss: 0.0311796 | val_loss: 0.0311784 | Time: 2212.53 ms [2022-03-22 08:25:08 main:574] : INFO : Epoch 2045 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 2215.77 ms [2022-03-22 08:25:10 main:574] : INFO : Epoch 2046 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 2221.54 ms [2022-03-22 08:25:12 main:574] : INFO : Epoch 2047 | loss: 0.0311789 | val_loss: 0.0311864 | Time: 2239.86 ms [2022-03-22 08:25:14 main:574] : INFO : Epoch 2048 | loss: 0.0311809 | val_loss: 0.0311783 | Time: 2190.63 ms [2022-03-22 08:25:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311783 [2022-03-22 08:25:14 main:603] : INFO : Saving end state to config to file [2022-03-22 08:25:14 main:608] : INFO : Success, exiting.. 08:25:14 (22948): 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)