Task 14624194
| Name | ParityModified-1647041339-746-2-0_1 |
| Workunit | 11571702 |
| Created | 18 Apr 2022, 22:11:12 UTC |
| Sent | 18 Apr 2022, 22:11:26 UTC |
| Report deadline | 26 Apr 2022, 22:11:26 UTC |
| Received | 18 Apr 2022, 23:35:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 15 min 33 sec |
| CPU time | 1 hours 12 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0310723 | val_loss: 0.0310993 | Time: 2146.01 ms [2022-04-19 01:16:50 main:574] : INFO : Epoch 1543 | loss: 0.0311021 | val_loss: 0.031117 | Time: 2133.31 ms [2022-04-19 01:16:52 main:574] : INFO : Epoch 1544 | loss: 0.0311014 | val_loss: 0.0311124 | Time: 2181.38 ms [2022-04-19 01:16:54 main:574] : INFO : Epoch 1545 | loss: 0.0310938 | val_loss: 0.0311108 | Time: 2170.3 ms [2022-04-19 01:16:56 main:574] : INFO : Epoch 1546 | loss: 0.0310877 | val_loss: 0.0311082 | Time: 2134.4 ms [2022-04-19 01:16:58 main:574] : INFO : Epoch 1547 | loss: 0.0310804 | val_loss: 0.0310958 | Time: 2184.76 ms [2022-04-19 01:17:01 main:574] : INFO : Epoch 1548 | loss: 0.0310775 | val_loss: 0.0310966 | Time: 2124.16 ms [2022-04-19 01:17:03 main:574] : INFO : Epoch 1549 | loss: 0.0310756 | val_loss: 0.0311016 | Time: 2172.83 ms [2022-04-19 01:17:05 main:574] : INFO : Epoch 1550 | loss: 0.0310732 | val_loss: 0.0310973 | Time: 2128.4 ms [2022-04-19 01:17:07 main:574] : INFO : Epoch 1551 | loss: 0.0310726 | val_loss: 0.0310945 | Time: 2174.95 ms [2022-04-19 01:17:10 main:574] : INFO : Epoch 1552 | loss: 0.0310686 | val_loss: 0.0310965 | Time: 2177.19 ms [2022-04-19 01:17:12 main:574] : INFO : Epoch 1553 | loss: 0.0310683 | val_loss: 0.0310897 | Time: 2128.99 ms [2022-04-19 01:17:14 main:574] : INFO : Epoch 1554 | loss: 0.0310667 | val_loss: 0.031094 | Time: 2149.26 ms [2022-04-19 01:17:16 main:574] : INFO : Epoch 1555 | loss: 0.0310676 | val_loss: 0.0310998 | Time: 2131.25 ms [2022-04-19 01:17:18 main:574] : INFO : Epoch 1556 | loss: 0.0310705 | val_loss: 0.0310938 | Time: 2141.68 ms [2022-04-19 01:17:21 main:574] : INFO : Epoch 1557 | loss: 0.0310685 | val_loss: 0.0311028 | Time: 2166.15 ms [2022-04-19 01:17:23 main:574] : INFO : Epoch 1558 | loss: 0.0310701 | val_loss: 0.0311068 | Time: 2124.92 ms [2022-04-19 01:17:25 main:574] : INFO : Epoch 1559 | loss: 0.0310722 | val_loss: 0.0310965 | Time: 2118.69 ms [2022-04-19 01:17:27 main:574] : INFO : Epoch 1560 | loss: 0.0310702 | val_loss: 0.0310968 | Time: 2155.52 ms [2022-04-19 01:17:30 main:574] : INFO : Epoch 1561 | loss: 0.0310666 | val_loss: 0.0310994 | Time: 2133.05 ms [2022-04-19 01:17:32 main:574] : INFO : Epoch 1562 | loss: 0.0310642 | val_loss: 0.0310956 | Time: 2149.42 ms [2022-04-19 01:17:34 main:574] : INFO : Epoch 1563 | loss: 0.0310639 | val_loss: 0.0310963 | Time: 2122.47 ms [2022-04-19 01:17:36 main:574] : INFO : Epoch 1564 | loss: 0.0310641 | val_loss: 0.0310966 | Time: 2119.31 ms [2022-04-19 01:17:38 main:574] : INFO : Epoch 1565 | loss: 0.0310612 | val_loss: 0.031107 | Time: 2142.09 ms [2022-04-19 01:17:40 main:574] : INFO : Epoch 1566 | loss: 0.0310644 | val_loss: 0.0310949 | Time: 2100.66 ms [2022-04-19 01:17:43 main:574] : INFO : Epoch 1567 | loss: 0.0310668 | val_loss: 0.0311021 | Time: 2175.62 ms [2022-04-19 01:17:45 main:574] : INFO : Epoch 1568 | loss: 0.031063 | val_loss: 0.0310966 | Time: 2193 ms [2022-04-19 01:17:47 main:574] : INFO : Epoch 1569 | loss: 0.031063 | val_loss: 0.0310957 | Time: 2123.9 ms [2022-04-19 01:17:49 main:574] : INFO : Epoch 1570 | loss: 0.0310616 | val_loss: 0.0310975 | Time: 2126.35 ms [2022-04-19 01:17:51 main:574] : INFO : Epoch 1571 | loss: 0.03106 | val_loss: 0.0310979 | Time: 2132.83 ms [2022-04-19 01:17:54 main:574] : INFO : Epoch 1572 | loss: 0.0310613 | val_loss: 0.0310946 | Time: 2148.36 ms [2022-04-19 01:17:56 main:574] : INFO : Epoch 1573 | loss: 0.0310563 | val_loss: 0.0311017 | Time: 2133.92 ms [2022-04-19 01:17:58 main:574] : INFO : Epoch 1574 | loss: 0.0310586 | val_loss: 0.0311015 | Time: 2131.81 ms [2022-04-19 01:18:00 main:574] : INFO : Epoch 1575 | loss: 0.0310615 | val_loss: 0.0310989 | Time: 2121.54 ms [2022-04-19 01:18:02 main:574] : INFO : Epoch 1576 | loss: 0.031063 | val_loss: 0.031094 | Time: 2106.99 ms [2022-04-19 01:18:05 main:574] : INFO : Epoch 1577 | loss: 0.0310672 | val_loss: 0.0310933 | Time: 2166.49 ms [2022-04-19 01:18:07 main:574] : INFO : Epoch 1578 | loss: 0.0310651 | val_loss: 0.0310931 | Time: 2140.35 ms [2022-04-19 01:18:09 main:574] : INFO : Epoch 1579 | loss: 0.0310631 | val_loss: 0.0310922 | Time: 2146.9 ms [2022-04-19 01:18:11 main:574] : INFO : Epoch 1580 | loss: 0.0310627 | val_loss: 0.031094 | Time: 2113 ms [2022-04-19 01:18:13 main:574] : INFO : Epoch 1581 | loss: 0.0310703 | val_loss: 0.0311004 | Time: 2144.09 ms [2022-04-19 01:18:16 main:574] : INFO : Epoch 1582 | loss: 0.0310703 | val_loss: 0.0310964 | Time: 2134.25 ms [2022-04-19 01:18:18 main:574] : INFO : Epoch 1583 | loss: 0.0310764 | val_loss: 0.0311064 | Time: 2152.03 ms [2022-04-19 01:18:20 main:574] : INFO : Epoch 1584 | loss: 0.0310747 | val_loss: 0.0310979 | Time: 2108.78 ms [2022-04-19 01:18:22 main:574] : INFO : Epoch 1585 | loss: 0.0310732 | val_loss: 0.0311008 | Time: 2137.28 ms [2022-04-19 01:18:24 main:574] : INFO : Epoch 1586 | loss: 0.0310687 | val_loss: 0.0310964 | Time: 2156.31 ms [2022-04-19 01:18:26 main:574] : INFO : Epoch 1587 | loss: 0.0310735 | val_loss: 0.0310983 | Time: 2133.92 ms [2022-04-19 01:18:29 main:574] : INFO : Epoch 1588 | loss: 0.0310681 | val_loss: 0.0310963 | Time: 2113.2 ms [2022-04-19 01:18:31 main:574] : INFO : Epoch 1589 | loss: 0.0310631 | val_loss: 0.0310921 | Time: 2124.98 ms [2022-04-19 01:18:33 main:574] : INFO : Epoch 1590 | loss: 0.031062 | val_loss: 0.0310891 | Time: 2101.21 ms [2022-04-19 01:18:35 main:574] : INFO : Epoch 1591 | loss: 0.0310609 | val_loss: 0.031098 | Time: 2119.21 ms [2022-04-19 01:18:37 main:574] : INFO : Epoch 1592 | loss: 0.031061 | val_loss: 0.0310971 | Time: 2139.35 ms [2022-04-19 01:18:40 main:574] : INFO : Epoch 1593 | loss: 0.031063 | val_loss: 0.0310941 | Time: 2125.44 ms [2022-04-19 01:18:42 main:574] : INFO : Epoch 1594 | loss: 0.0310616 | val_loss: 0.0310939 | Time: 2127.75 ms [2022-04-19 01:18:44 main:574] : INFO : Epoch 1595 | loss: 0.0310572 | val_loss: 0.0310924 | Time: 2091.93 ms [2022-04-19 01:18:46 main:574] : INFO : Epoch 1596 | loss: 0.031065 | val_loss: 0.031095 | Time: 2127.18 ms [2022-04-19 01:18:48 main:574] : INFO : Epoch 1597 | loss: 0.0310631 | val_loss: 0.0311035 | Time: 2158.83 ms [2022-04-19 01:18:50 main:574] : INFO : Epoch 1598 | loss: 0.0310636 | val_loss: 0.0310964 | Time: 2135.95 ms [2022-04-19 01:18:53 main:574] : INFO : Epoch 1599 | loss: 0.0310601 | val_loss: 0.0310977 | Time: 2165.91 ms [2022-04-19 01:18:55 main:574] : INFO : Epoch 1600 | loss: 0.0310558 | val_loss: 0.0310973 | Time: 2149.53 ms [2022-04-19 01:18:57 main:574] : INFO : Epoch 1601 | loss: 0.031054 | val_loss: 0.0310927 | Time: 2177.16 ms [2022-04-19 01:18:59 main:574] : INFO : Epoch 1602 | loss: 0.0310531 | val_loss: 0.0310944 | Time: 2150.11 ms [2022-04-19 01:19:02 main:574] : INFO : Epoch 1603 | loss: 0.0310537 | val_loss: 0.0311107 | Time: 2170.87 ms [2022-04-19 01:19:04 main:574] : INFO : Epoch 1604 | loss: 0.0310532 | val_loss: 0.0311038 | Time: 2141.8 ms [2022-04-19 01:19:06 main:574] : INFO : Epoch 1605 | loss: 0.0310515 | val_loss: 0.0310951 | Time: 2132.76 ms [2022-04-19 01:19:08 main:574] : INFO : Epoch 1606 | loss: 0.0310522 | val_loss: 0.0310993 | Time: 2086.18 ms [2022-04-19 01:19:10 main:574] : INFO : Epoch 1607 | loss: 0.0310514 | val_loss: 0.0311052 | Time: 2140.17 ms [2022-04-19 01:19:13 main:574] : INFO : Epoch 1608 | loss: 0.0310541 | val_loss: 0.0311056 | Time: 2133.75 ms [2022-04-19 01:19:15 main:574] : INFO : Epoch 1609 | loss: 0.0310515 | val_loss: 0.031102 | Time: 2152.84 ms [2022-04-19 01:19:17 main:574] : INFO : Epoch 1610 | loss: 0.0310502 | val_loss: 0.0311006 | Time: 2133.18 ms [2022-04-19 01:19:19 main:574] : INFO : Epoch 1611 | loss: 0.0310531 | val_loss: 0.0310919 | Time: 2155.38 ms [2022-04-19 01:19:21 main:574] : INFO : Epoch 1612 | loss: 0.0310494 | val_loss: 0.0310975 | Time: 2142.65 ms [2022-04-19 01:19:23 main:574] : INFO : Epoch 1613 | loss: 0.0310481 | val_loss: 0.031101 | Time: 2150.32 ms [2022-04-19 01:19:26 main:574] : INFO : Epoch 1614 | loss: 0.0310462 | val_loss: 0.0311031 | Time: 2171.44 ms [2022-04-19 01:19:28 main:574] : INFO : Epoch 1615 | loss: 0.0310514 | val_loss: 0.0310928 | Time: 2140.16 ms [2022-04-19 01:19:30 main:574] : INFO : Epoch 1616 | loss: 0.0310505 | val_loss: 0.031097 | Time: 2146.54 ms [2022-04-19 01:19:32 main:574] : INFO : Epoch 1617 | loss: 0.0310498 | val_loss: 0.0311042 | Time: 2106.12 ms [2022-04-19 01:19:34 main:574] : INFO : Epoch 1618 | loss: 0.0310489 | val_loss: 0.0310974 | Time: 2148.93 ms [2022-04-19 01:19:37 main:574] : INFO : Epoch 1619 | loss: 0.0310501 | val_loss: 0.0310943 | Time: 2156.63 ms [2022-04-19 01:19:39 main:574] : INFO : Epoch 1620 | loss: 0.0310488 | val_loss: 0.0310988 | Time: 2163.4 ms [2022-04-19 01:19:41 main:574] : INFO : Epoch 1621 | loss: 0.0310566 | val_loss: 0.0310969 | Time: 2148.76 ms [2022-04-19 01:19:43 main:574] : INFO : Epoch 1622 | loss: 0.0310579 | val_loss: 0.0310976 | Time: 2136.63 ms [2022-04-19 01:19:45 main:574] : INFO : Epoch 1623 | loss: 0.0310826 | val_loss: 0.0311114 | Time: 2135.23 ms [2022-04-19 01:19:48 main:574] : INFO : Epoch 1624 | loss: 0.0310806 | val_loss: 0.0311019 | Time: 2115.46 ms [2022-04-19 01:19:50 main:574] : INFO : Epoch 1625 | loss: 0.0310744 | val_loss: 0.0311032 | Time: 2130.2 ms [2022-04-19 01:19:52 main:574] : INFO : Epoch 1626 | loss: 0.0310654 | val_loss: 0.0310948 | Time: 2174.97 ms [2022-04-19 01:19:54 main:574] : INFO : Epoch 1627 | loss: 0.0310578 | val_loss: 0.0311001 | Time: 2144.78 ms [2022-04-19 01:19:56 main:574] : INFO : Epoch 1628 | loss: 0.0310602 | val_loss: 0.0311015 | Time: 2142.24 ms [2022-04-19 01:19:59 main:574] : INFO : Epoch 1629 | loss: 0.0310635 | val_loss: 0.0310987 | Time: 2147.64 ms [2022-04-19 01:20:01 main:574] : INFO : Epoch 1630 | loss: 0.0310655 | val_loss: 0.0311044 | Time: 2160.1 ms [2022-04-19 01:20:03 main:574] : INFO : Epoch 1631 | loss: 0.0310766 | val_loss: 0.0311069 | Time: 2128.72 ms [2022-04-19 01:20:05 main:574] : INFO : Epoch 1632 | loss: 0.0310749 | val_loss: 0.0311428 | Time: 2153.43 ms [2022-04-19 01:20:07 main:574] : INFO : Epoch 1633 | loss: 0.0311318 | val_loss: 0.0311425 | Time: 2142.81 ms [2022-04-19 01:20:10 main:574] : INFO : Epoch 1634 | loss: 0.0311279 | val_loss: 0.0311286 | Time: 2118.92 ms [2022-04-19 01:20:12 main:574] : INFO : Epoch 1635 | loss: 0.031102 | val_loss: 0.0311118 | Time: 2132.85 ms [2022-04-19 01:20:14 main:574] : INFO : Epoch 1636 | loss: 0.0310903 | val_loss: 0.0311122 | Time: 2124.85 ms [2022-04-19 01:20:16 main:574] : INFO : Epoch 1637 | loss: 0.0310804 | val_loss: 0.0311048 | Time: 2140.26 ms [2022-04-19 01:20:18 main:574] : INFO : Epoch 1638 | loss: 0.0310735 | val_loss: 0.031095 | Time: 2156.64 ms [2022-04-19 01:20:21 main:574] : INFO : Epoch 1639 | loss: 0.0310695 | val_loss: 0.0311 | Time: 2153.5 ms [2022-04-19 01:20:23 main:574] : INFO : Epoch 1640 | loss: 0.0310645 | val_loss: 0.0310992 | Time: 2118.11 ms [2022-04-19 01:20:25 main:574] : INFO : Epoch 1641 | loss: 0.0310652 | val_loss: 0.0310917 | Time: 2151.87 ms [2022-04-19 01:20:27 main:574] : INFO : Epoch 1642 | loss: 0.0310611 | val_loss: 0.0310945 | Time: 2110.43 ms [2022-04-19 01:20:29 main:574] : INFO : Epoch 1643 | loss: 0.0310622 | val_loss: 0.0310911 | Time: 2142.06 ms [2022-04-19 01:20:31 main:574] : INFO : Epoch 1644 | loss: 0.0310568 | val_loss: 0.0310946 | Time: 2124.71 ms [2022-04-19 01:20:34 main:574] : INFO : Epoch 1645 | loss: 0.031056 | val_loss: 0.0310946 | Time: 2156.83 ms [2022-04-19 01:20:36 main:574] : INFO : Epoch 1646 | loss: 0.0310543 | val_loss: 0.0310968 | Time: 2107.22 ms [2022-04-19 01:20:38 main:574] : INFO : Epoch 1647 | loss: 0.0310578 | val_loss: 0.0311033 | Time: 2138.39 ms [2022-04-19 01:20:40 main:574] : INFO : Epoch 1648 | loss: 0.0310614 | val_loss: 0.0310994 | Time: 2104.03 ms [2022-04-19 01:20:42 main:574] : INFO : Epoch 1649 | loss: 0.0310569 | val_loss: 0.0310921 | Time: 2117.37 ms [2022-04-19 01:20:44 main:574] : INFO : Epoch 1650 | loss: 0.0310536 | val_loss: 0.0310994 | Time: 2096.66 ms [2022-04-19 01:20:47 main:574] : INFO : Epoch 1651 | loss: 0.0310556 | val_loss: 0.031096 | Time: 2131.29 ms [2022-04-19 01:20:49 main:574] : INFO : Epoch 1652 | loss: 0.0310505 | val_loss: 0.0310914 | Time: 2159.25 ms [2022-04-19 01:20:51 main:574] : INFO : Epoch 1653 | loss: 0.0310522 | val_loss: 0.0310952 | Time: 2127.81 ms [2022-04-19 01:20:53 main:574] : INFO : Epoch 1654 | loss: 0.0310537 | val_loss: 0.0311069 | Time: 2146.15 ms [2022-04-19 01:20:55 main:574] : INFO : Epoch 1655 | loss: 0.0310493 | val_loss: 0.0310989 | Time: 2166.96 ms [2022-04-19 01:20:58 main:574] : INFO : Epoch 1656 | loss: 0.0310524 | val_loss: 0.0311101 | Time: 2118.38 ms [2022-04-19 01:21:00 main:574] : INFO : Epoch 1657 | loss: 0.0310502 | val_loss: 0.0311051 | Time: 2121.5 ms [2022-04-19 01:21:02 main:574] : INFO : Epoch 1658 | loss: 0.031052 | val_loss: 0.0310946 | Time: 2141.33 ms [2022-04-19 01:21:04 main:574] : INFO : Epoch 1659 | loss: 0.0310531 | val_loss: 0.0310914 | Time: 2161.41 ms [2022-04-19 01:21:06 main:574] : INFO : Epoch 1660 | loss: 0.031049 | val_loss: 0.0310936 | Time: 2124.74 ms [2022-04-19 01:21:09 main:574] : INFO : Epoch 1661 | loss: 0.0310481 | val_loss: 0.0310963 | Time: 2125.44 ms [2022-04-19 01:21:11 main:574] : INFO : Epoch 1662 | loss: 0.0310544 | val_loss: 0.0310944 | Time: 2114.9 ms [2022-04-19 01:21:13 main:574] : INFO : Epoch 1663 | loss: 0.0310493 | val_loss: 0.0310893 | Time: 2177.74 ms [2022-04-19 01:21:15 main:574] : INFO : Epoch 1664 | loss: 0.031047 | val_loss: 0.0310926 | Time: 2111.45 ms [2022-04-19 01:21:17 main:574] : INFO : Epoch 1665 | loss: 0.0310445 | val_loss: 0.0310908 | Time: 2130.06 ms [2022-04-19 01:21:20 main:574] : INFO : Epoch 1666 | loss: 0.0310467 | val_loss: 0.0311042 | Time: 2161.92 ms [2022-04-19 01:21:22 main:574] : INFO : Epoch 1667 | loss: 0.0310506 | val_loss: 0.0311023 | Time: 2132.01 ms [2022-04-19 01:21:24 main:574] : INFO : Epoch 1668 | loss: 0.0310489 | val_loss: 0.0310999 | Time: 2116.9 ms [2022-04-19 01:21:26 main:574] : INFO : Epoch 1669 | loss: 0.0310547 | val_loss: 0.0311107 | Time: 2132.97 ms [2022-04-19 01:21:28 main:574] : INFO : Epoch 1670 | loss: 0.0310484 | val_loss: 0.0310997 | Time: 2103.93 ms [2022-04-19 01:21:30 main:574] : INFO : Epoch 1671 | loss: 0.0310466 | val_loss: 0.0310944 | Time: 2159.32 ms [2022-04-19 01:21:33 main:574] : INFO : Epoch 1672 | loss: 0.0310486 | val_loss: 0.0311013 | Time: 2104.06 ms [2022-04-19 01:21:35 main:574] : INFO : Epoch 1673 | loss: 0.0310527 | val_loss: 0.0311019 | Time: 2123.77 ms [2022-04-19 01:21:37 main:574] : INFO : Epoch 1674 | loss: 0.0310515 | val_loss: 0.0310966 | Time: 2122.38 ms [2022-04-19 01:21:39 main:574] : INFO : Epoch 1675 | loss: 0.0310496 | val_loss: 0.0311005 | Time: 2124.81 ms [2022-04-19 01:21:41 main:574] : INFO : Epoch 1676 | loss: 0.0310486 | val_loss: 0.0311004 | Time: 2110.73 ms [2022-04-19 01:21:44 main:574] : INFO : Epoch 1677 | loss: 0.0310524 | val_loss: 0.0311046 | Time: 2142.92 ms [2022-04-19 01:21:46 main:574] : INFO : Epoch 1678 | loss: 0.0310707 | val_loss: 0.0311009 | Time: 2137.32 ms [2022-04-19 01:21:48 main:574] : INFO : Epoch 1679 | loss: 0.0310688 | val_loss: 0.0311022 | Time: 2147.44 ms [2022-04-19 01:21:50 main:574] : INFO : Epoch 1680 | loss: 0.0310628 | val_loss: 0.0310961 | Time: 2114.73 ms [2022-04-19 01:21:52 main:574] : INFO : Epoch 1681 | loss: 0.0310539 | val_loss: 0.031101 | Time: 2149.28 ms [2022-04-19 01:21:55 main:574] : INFO : Epoch 1682 | loss: 0.0310608 | val_loss: 0.0311088 | Time: 2161.36 ms [2022-04-19 01:21:57 main:574] : INFO : Epoch 1683 | loss: 0.0310625 | val_loss: 0.0311059 | Time: 2119.84 ms [2022-04-19 01:21:59 main:574] : INFO : Epoch 1684 | loss: 0.0310603 | val_loss: 0.0311019 | Time: 2139.79 ms [2022-04-19 01:22:01 main:574] : INFO : Epoch 1685 | loss: 0.0310602 | val_loss: 0.0311005 | Time: 2108.01 ms [2022-04-19 01:22:03 main:574] : INFO : Epoch 1686 | loss: 0.0310554 | val_loss: 0.0311067 | Time: 2121.72 ms [2022-04-19 01:22:05 main:574] : INFO : Epoch 1687 | loss: 0.0310577 | val_loss: 0.031092 | Time: 2132.12 ms [2022-04-19 01:22:08 main:574] : INFO : Epoch 1688 | loss: 0.0310529 | val_loss: 0.0310977 | Time: 2146.51 ms [2022-04-19 01:22:10 main:574] : INFO : Epoch 1689 | loss: 0.0310546 | val_loss: 0.0311001 | Time: 2121.45 ms [2022-04-19 01:22:12 main:574] : INFO : Epoch 1690 | loss: 0.0310604 | val_loss: 0.031106 | Time: 2138.01 ms [2022-04-19 01:22:14 main:574] : INFO : Epoch 1691 | loss: 0.0310629 | val_loss: 0.031098 | Time: 2138.95 ms [2022-04-19 01:22:16 main:574] : INFO : Epoch 1692 | loss: 0.0310625 | val_loss: 0.0311007 | Time: 2135.62 ms [2022-04-19 01:22:19 main:574] : INFO : Epoch 1693 | loss: 0.0310616 | val_loss: 0.031105 | Time: 2224.45 ms [2022-04-19 01:22:21 main:574] : INFO : Epoch 1694 | loss: 0.0310643 | val_loss: 0.0310928 | Time: 2094.6 ms [2022-04-19 01:22:23 main:574] : INFO : Epoch 1695 | loss: 0.0310696 | val_loss: 0.0311181 | Time: 2121.83 ms [2022-04-19 01:22:25 main:574] : INFO : Epoch 1696 | loss: 0.0310886 | val_loss: 0.0311062 | Time: 2163.73 ms [2022-04-19 01:22:28 main:574] : INFO : Epoch 1697 | loss: 0.0310786 | val_loss: 0.0310964 | Time: 2172.22 ms [2022-04-19 01:22:30 main:574] : INFO : Epoch 1698 | loss: 0.0310722 | val_loss: 0.0311013 | Time: 2153.34 ms [2022-04-19 01:22:32 main:574] : INFO : Epoch 1699 | loss: 0.0310654 | val_loss: 0.0310943 | Time: 2118.14 ms [2022-04-19 01:22:34 main:574] : INFO : Epoch 1700 | loss: 0.031061 | val_loss: 0.0310886 | Time: 2066.03 ms [2022-04-19 01:22:36 main:574] : INFO : Epoch 1701 | loss: 0.0310628 | val_loss: 0.0310885 | Time: 2148.75 ms [2022-04-19 01:22:39 main:574] : INFO : Epoch 1702 | loss: 0.0310606 | val_loss: 0.0310957 | Time: 2144.23 ms [2022-04-19 01:22:41 main:574] : INFO : Epoch 1703 | loss: 0.0310557 | val_loss: 0.031089 | Time: 2118.09 ms [2022-04-19 01:22:43 main:574] : INFO : Epoch 1704 | loss: 0.0310525 | val_loss: 0.0311067 | Time: 2116.81 ms [2022-04-19 01:22:45 main:574] : INFO : Epoch 1705 | loss: 0.0310529 | val_loss: 0.0310896 | Time: 2145.38 ms [2022-04-19 01:22:47 main:574] : INFO : Epoch 1706 | loss: 0.0310505 | val_loss: 0.0310922 | Time: 2146.67 ms [2022-04-19 01:22:49 main:574] : INFO : Epoch 1707 | loss: 0.0310535 | val_loss: 0.0310888 | Time: 2107.4 ms [2022-04-19 01:22:52 main:574] : INFO : Epoch 1708 | loss: 0.031052 | val_loss: 0.0310938 | Time: 2185.97 ms [2022-04-19 01:22:54 main:574] : INFO : Epoch 1709 | loss: 0.0310499 | val_loss: 0.0310947 | Time: 2159.28 ms [2022-04-19 01:22:56 main:574] : INFO : Epoch 1710 | loss: 0.0310488 | val_loss: 0.0311005 | Time: 2096.72 ms [2022-04-19 01:22:58 main:574] : INFO : Epoch 1711 | loss: 0.0310521 | val_loss: 0.0310963 | Time: 2078.7 ms [2022-04-19 01:23:00 main:574] : INFO : Epoch 1712 | loss: 0.0310516 | val_loss: 0.0310982 | Time: 2206.46 ms [2022-04-19 01:23:03 main:574] : INFO : Epoch 1713 | loss: 0.031046 | val_loss: 0.031092 | Time: 2140.84 ms [2022-04-19 01:23:05 main:574] : INFO : Epoch 1714 | loss: 0.0310479 | val_loss: 0.0310916 | Time: 2193.55 ms [2022-04-19 01:23:07 main:574] : INFO : Epoch 1715 | loss: 0.0310534 | val_loss: 0.031095 | Time: 2140.63 ms [2022-04-19 01:23:09 main:574] : INFO : Epoch 1716 | loss: 0.0310538 | val_loss: 0.0311046 | Time: 2191.17 ms [2022-04-19 01:23:12 main:574] : INFO : Epoch 1717 | loss: 0.0310502 | val_loss: 0.0310883 | Time: 2179.54 ms [2022-04-19 01:23:14 main:574] : INFO : Epoch 1718 | loss: 0.0310493 | val_loss: 0.031097 | Time: 2171.12 ms [2022-04-19 01:23:16 main:574] : INFO : Epoch 1719 | loss: 0.0310486 | val_loss: 0.0310947 | Time: 2162.49 ms [2022-04-19 01:23:18 main:574] : INFO : Epoch 1720 | loss: 0.0310486 | val_loss: 0.0310936 | Time: 2146.28 ms [2022-04-19 01:23:21 main:574] : INFO : Epoch 1721 | loss: 0.0310449 | val_loss: 0.0310921 | Time: 2186.75 ms [2022-04-19 01:23:23 main:574] : INFO : Epoch 1722 | loss: 0.0310446 | val_loss: 0.0310971 | Time: 2130.34 ms [2022-04-19 01:23:25 main:574] : INFO : Epoch 1723 | loss: 0.0310447 | val_loss: 0.0310988 | Time: 2147.91 ms [2022-04-19 01:23:27 main:574] : INFO : Epoch 1724 | loss: 0.0310418 | val_loss: 0.0310988 | Time: 2178.47 ms [2022-04-19 01:23:30 main:574] : INFO : Epoch 1725 | loss: 0.0310469 | val_loss: 0.0310988 | Time: 2115.95 ms [2022-04-19 01:23:32 main:574] : INFO : Epoch 1726 | loss: 0.031042 | val_loss: 0.0311032 | Time: 2194.1 ms [2022-04-19 01:23:34 main:574] : INFO : Epoch 1727 | loss: 0.0310431 | val_loss: 0.0310962 | Time: 2161.21 ms [2022-04-19 01:23:36 main:574] : INFO : Epoch 1728 | loss: 0.0310452 | val_loss: 0.0310961 | Time: 2149.06 ms [2022-04-19 01:23:39 main:574] : INFO : Epoch 1729 | loss: 0.0310424 | val_loss: 0.0310934 | Time: 2158.97 ms [2022-04-19 01:23:41 main:574] : INFO : Epoch 1730 | loss: 0.0310391 | val_loss: 0.0310994 | Time: 2148.42 ms [2022-04-19 01:23:43 main:574] : INFO : Epoch 1731 | loss: 0.0310395 | val_loss: 0.0310972 | Time: 2130.11 ms [2022-04-19 01:23:45 main:574] : INFO : Epoch 1732 | loss: 0.0310405 | val_loss: 0.0311012 | Time: 2180.05 ms [2022-04-19 01:23:48 main:574] : INFO : Epoch 1733 | loss: 0.0310441 | val_loss: 0.0310957 | Time: 2147.78 ms [2022-04-19 01:23:50 main:574] : INFO : Epoch 1734 | loss: 0.0310484 | val_loss: 0.0310922 | Time: 2132.59 ms [2022-04-19 01:23:52 main:574] : INFO : Epoch 1735 | loss: 0.0310437 | val_loss: 0.0311017 | Time: 2153.91 ms [2022-04-19 01:23:54 main:574] : INFO : Epoch 1736 | loss: 0.0310457 | val_loss: 0.031101 | Time: 2132.58 ms [2022-04-19 01:23:56 main:574] : INFO : Epoch 1737 | loss: 0.031063 | val_loss: 0.0310969 | Time: 2141.52 ms [2022-04-19 01:23:59 main:574] : INFO : Epoch 1738 | loss: 0.0310611 | val_loss: 0.0310927 | Time: 2162.94 ms [2022-04-19 01:24:01 main:574] : INFO : Epoch 1739 | loss: 0.0310606 | val_loss: 0.0310943 | Time: 2152.33 ms [2022-04-19 01:24:03 main:574] : INFO : Epoch 1740 | loss: 0.0310606 | val_loss: 0.0310877 | Time: 2134.99 ms [2022-04-19 01:24:05 main:574] : INFO : Epoch 1741 | loss: 0.0310587 | val_loss: 0.0310934 | Time: 2159.64 ms [2022-04-19 01:24:07 main:574] : INFO : Epoch 1742 | loss: 0.0310614 | val_loss: 0.0310925 | Time: 2163.75 ms [2022-04-19 01:24:09 main:574] : INFO : Epoch 1743 | loss: 0.0310525 | val_loss: 0.0310914 | Time: 2066.76 ms [2022-04-19 01:24:12 main:574] : INFO : Epoch 1744 | loss: 0.0310466 | val_loss: 0.0311032 | Time: 2091.96 ms [2022-04-19 01:24:14 main:574] : INFO : Epoch 1745 | loss: 0.0310499 | val_loss: 0.0310978 | Time: 2149.11 ms [2022-04-19 01:24:16 main:574] : INFO : Epoch 1746 | loss: 0.0310501 | val_loss: 0.0310927 | Time: 2142.17 ms [2022-04-19 01:24:18 main:574] : INFO : Epoch 1747 | loss: 0.0310477 | val_loss: 0.0310967 | Time: 2127.5 ms [2022-04-19 01:24:20 main:574] : INFO : Epoch 1748 | loss: 0.0310475 | val_loss: 0.0311038 | Time: 2129.57 ms [2022-04-19 01:24:23 main:574] : INFO : Epoch 1749 | loss: 0.031046 | val_loss: 0.0310969 | Time: 2113.61 ms [2022-04-19 01:24:25 main:574] : INFO : Epoch 1750 | loss: 0.0310495 | val_loss: 0.0311029 | Time: 2128.36 ms [2022-04-19 01:24:27 main:574] : INFO : Epoch 1751 | loss: 0.0310498 | val_loss: 0.0310992 | Time: 2121.24 ms [2022-04-19 01:24:29 main:574] : INFO : Epoch 1752 | loss: 0.0310447 | val_loss: 0.0311066 | Time: 2151.05 ms [2022-04-19 01:24:31 main:574] : INFO : Epoch 1753 | loss: 0.0310535 | val_loss: 0.0310984 | Time: 2114.13 ms [2022-04-19 01:24:33 main:574] : INFO : Epoch 1754 | loss: 0.031055 | val_loss: 0.0311023 | Time: 2117.77 ms [2022-04-19 01:24:36 main:574] : INFO : Epoch 1755 | loss: 0.0310497 | val_loss: 0.0311028 | Time: 2045.13 ms [2022-04-19 01:24:38 main:574] : INFO : Epoch 1756 | loss: 0.0310529 | val_loss: 0.0310904 | Time: 2118.53 ms [2022-04-19 01:24:40 main:574] : INFO : Epoch 1757 | loss: 0.0310496 | val_loss: 0.0310926 | Time: 2124.39 ms [2022-04-19 01:24:42 main:574] : INFO : Epoch 1758 | loss: 0.0310475 | val_loss: 0.0310985 | Time: 2129.81 ms [2022-04-19 01:24:44 main:574] : INFO : Epoch 1759 | loss: 0.0310515 | val_loss: 0.0310975 | Time: 2118.08 ms [2022-04-19 01:24:47 main:574] : INFO : Epoch 1760 | loss: 0.0310608 | val_loss: 0.0310956 | Time: 2112.92 ms [2022-04-19 01:24:49 main:574] : INFO : Epoch 1761 | loss: 0.031057 | val_loss: 0.0310939 | Time: 2163.05 ms [2022-04-19 01:24:51 main:574] : INFO : Epoch 1762 | loss: 0.0310595 | val_loss: 0.0311008 | Time: 2167.47 ms [2022-04-19 01:24:53 main:574] : INFO : Epoch 1763 | loss: 0.0310521 | val_loss: 0.0310945 | Time: 2153.29 ms [2022-04-19 01:24:55 main:574] : INFO : Epoch 1764 | loss: 0.0310478 | val_loss: 0.0310968 | Time: 2145.86 ms [2022-04-19 01:24:58 main:574] : INFO : Epoch 1765 | loss: 0.0310469 | val_loss: 0.0310919 | Time: 2144.65 ms [2022-04-19 01:25:00 main:574] : INFO : Epoch 1766 | loss: 0.0310498 | val_loss: 0.0310995 | Time: 2186.43 ms [2022-04-19 01:25:02 main:574] : INFO : Epoch 1767 | loss: 0.0310569 | val_loss: 0.0310958 | Time: 2139.28 ms [2022-04-19 01:25:04 main:574] : INFO : Epoch 1768 | loss: 0.0310555 | val_loss: 0.0310956 | Time: 2111.39 ms [2022-04-19 01:25:07 main:574] : INFO : Epoch 1769 | loss: 0.0310575 | val_loss: 0.0310973 | Time: 2135.5 ms [2022-04-19 01:25:09 main:574] : INFO : Epoch 1770 | loss: 0.0310523 | val_loss: 0.0310866 | Time: 2126.03 ms [2022-04-19 01:25:11 main:574] : INFO : Epoch 1771 | loss: 0.031047 | val_loss: 0.0310885 | Time: 2083.42 ms [2022-04-19 01:25:13 main:574] : INFO : Epoch 1772 | loss: 0.0310448 | val_loss: 0.0310949 | Time: 2126.01 ms [2022-04-19 01:25:15 main:574] : INFO : Epoch 1773 | loss: 0.0310462 | val_loss: 0.0310899 | Time: 2137.8 ms [2022-04-19 01:25:18 main:574] : INFO : Epoch 1774 | loss: 0.0310489 | val_loss: 0.0310919 | Time: 2105.2 ms [2022-04-19 01:25:20 main:574] : INFO : Epoch 1775 | loss: 0.031048 | val_loss: 0.0310931 | Time: 2107.56 ms [2022-04-19 01:25:22 main:574] : INFO : Epoch 1776 | loss: 0.0310492 | val_loss: 0.0311037 | Time: 2139.49 ms [2022-04-19 01:25:24 main:574] : INFO : Epoch 1777 | loss: 0.0310484 | val_loss: 0.0310969 | Time: 2128.81 ms [2022-04-19 01:25:26 main:574] : INFO : Epoch 1778 | loss: 0.031043 | val_loss: 0.0310936 | Time: 2137.25 ms [2022-04-19 01:25:29 main:574] : INFO : Epoch 1779 | loss: 0.0310407 | val_loss: 0.0311007 | Time: 2116.61 ms [2022-04-19 01:25:31 main:574] : INFO : Epoch 1780 | loss: 0.0310426 | val_loss: 0.0311046 | Time: 2123.6 ms [2022-04-19 01:25:33 main:574] : INFO : Epoch 1781 | loss: 0.0310452 | val_loss: 0.0310977 | Time: 2146.56 ms [2022-04-19 01:25:35 main:574] : INFO : Epoch 1782 | loss: 0.0310384 | val_loss: 0.0310912 | Time: 2146.18 ms [2022-04-19 01:25:37 main:574] : INFO : Epoch 1783 | loss: 0.0310361 | val_loss: 0.031098 | Time: 2124.74 ms [2022-04-19 01:25:39 main:574] : INFO : Epoch 1784 | loss: 0.0310389 | val_loss: 0.031094 | Time: 2143.14 ms [2022-04-19 01:25:42 main:574] : INFO : Epoch 1785 | loss: 0.0310465 | val_loss: 0.0310963 | Time: 2136.71 ms [2022-04-19 01:25:44 main:574] : INFO : Epoch 1786 | loss: 0.0310473 | val_loss: 0.0311074 | Time: 2151.97 ms [2022-04-19 01:25:46 main:574] : INFO : Epoch 1787 | loss: 0.0310504 | val_loss: 0.0310953 | Time: 2133.51 ms [2022-04-19 01:25:48 main:574] : INFO : Epoch 1788 | loss: 0.031052 | val_loss: 0.0311012 | Time: 2105.19 ms [2022-04-19 01:25:50 main:574] : INFO : Epoch 1789 | loss: 0.0310509 | val_loss: 0.0311045 | Time: 2122.6 ms [2022-04-19 01:25:53 main:574] : INFO : Epoch 1790 | loss: 0.0310432 | val_loss: 0.0311008 | Time: 2123.7 ms [2022-04-19 01:25:55 main:574] : INFO : Epoch 1791 | loss: 0.031045 | val_loss: 0.0310961 | Time: 2117.95 ms [2022-04-19 01:25:57 main:574] : INFO : Epoch 1792 | loss: 0.0310448 | val_loss: 0.0311015 | Time: 2111.8 ms [2022-04-19 01:25:59 main:574] : INFO : Epoch 1793 | loss: 0.0310441 | val_loss: 0.0311028 | Time: 2145.12 ms [2022-04-19 01:26:01 main:574] : INFO : Epoch 1794 | loss: 0.0310423 | val_loss: 0.0310946 | Time: 2110.61 ms [2022-04-19 01:26:03 main:574] : INFO : Epoch 1795 | loss: 0.0310431 | val_loss: 0.0310962 | Time: 2111.56 ms [2022-04-19 01:26:06 main:574] : INFO : Epoch 1796 | loss: 0.0310428 | val_loss: 0.0310936 | Time: 2154.4 ms [2022-04-19 01:26:08 main:574] : INFO : Epoch 1797 | loss: 0.0310402 | val_loss: 0.0310894 | Time: 2108.9 ms [2022-04-19 01:26:10 main:574] : INFO : Epoch 1798 | loss: 0.0310379 | val_loss: 0.0310958 | Time: 2156.23 ms [2022-04-19 01:26:12 main:574] : INFO : Epoch 1799 | loss: 0.0310379 | val_loss: 0.0310999 | Time: 2129.03 ms [2022-04-19 01:26:14 main:574] : INFO : Epoch 1800 | loss: 0.0310448 | val_loss: 0.0310977 | Time: 2129.94 ms [2022-04-19 01:26:17 main:574] : INFO : Epoch 1801 | loss: 0.0310391 | val_loss: 0.0310851 | Time: 2101.49 ms [2022-04-19 01:26:19 main:574] : INFO : Epoch 1802 | loss: 0.0310386 | val_loss: 0.0310986 | Time: 2127.25 ms [2022-04-19 01:26:21 main:574] : INFO : Epoch 1803 | loss: 0.0310437 | val_loss: 0.0310933 | Time: 2109.99 ms [2022-04-19 01:26:23 main:574] : INFO : Epoch 1804 | loss: 0.0310398 | val_loss: 0.0310927 | Time: 2117.86 ms [2022-04-19 01:26:25 main:574] : INFO : Epoch 1805 | loss: 0.0310589 | val_loss: 0.0310975 | Time: 2140.8 ms [2022-04-19 01:26:27 main:574] : INFO : Epoch 1806 | loss: 0.0310784 | val_loss: 0.0310955 | Time: 2102.88 ms [2022-04-19 01:26:30 main:574] : INFO : Epoch 1807 | loss: 0.0310656 | val_loss: 0.0310929 | Time: 2132.59 ms [2022-04-19 01:26:32 main:574] : INFO : Epoch 1808 | loss: 0.0310562 | val_loss: 0.031097 | Time: 2116.96 ms [2022-04-19 01:26:34 main:574] : INFO : Epoch 1809 | loss: 0.0310512 | val_loss: 0.0310909 | Time: 2137.65 ms [2022-04-19 01:26:36 main:574] : INFO : Epoch 1810 | loss: 0.0310477 | val_loss: 0.031095 | Time: 2158.81 ms [2022-04-19 01:26:38 main:574] : INFO : Epoch 1811 | loss: 0.0310496 | val_loss: 0.0310876 | Time: 2115.73 ms [2022-04-19 01:26:40 main:574] : INFO : Epoch 1812 | loss: 0.0310422 | val_loss: 0.0310959 | Time: 2214.77 ms [2022-04-19 01:26:43 main:574] : INFO : Epoch 1813 | loss: 0.0310549 | val_loss: 0.0311046 | Time: 2156.71 ms [2022-04-19 01:26:45 main:574] : INFO : Epoch 1814 | loss: 0.0310662 | val_loss: 0.0311037 | Time: 2138.57 ms [2022-04-19 01:26:47 main:574] : INFO : Epoch 1815 | loss: 0.0310523 | val_loss: 0.0310894 | Time: 2121.33 ms [2022-04-19 01:26:50 main:574] : INFO : Epoch 1816 | loss: 0.0310449 | val_loss: 0.0310892 | Time: 2132.65 ms [2022-04-19 01:26:52 main:574] : INFO : Epoch 1817 | loss: 0.0310415 | val_loss: 0.0310849 | Time: 2133.91 ms [2022-04-19 01:26:54 main:574] : INFO : Epoch 1818 | loss: 0.0310542 | val_loss: 0.0310926 | Time: 2125.47 ms [2022-04-19 01:26:56 main:574] : INFO : Epoch 1819 | loss: 0.0310536 | val_loss: 0.0310898 | Time: 2157.27 ms [2022-04-19 01:26:58 main:574] : INFO : Epoch 1820 | loss: 0.0310435 | val_loss: 0.0310901 | Time: 2140.98 ms [2022-04-19 01:27:01 main:574] : INFO : Epoch 1821 | loss: 0.0310456 | val_loss: 0.0310939 | Time: 2168.65 ms [2022-04-19 01:27:03 main:574] : INFO : Epoch 1822 | loss: 0.0310431 | val_loss: 0.0310902 | Time: 2168.63 ms [2022-04-19 01:27:05 main:574] : INFO : Epoch 1823 | loss: 0.0310427 | val_loss: 0.0310862 | Time: 2163.56 ms [2022-04-19 01:27:07 main:574] : INFO : Epoch 1824 | loss: 0.0310431 | val_loss: 0.0311019 | Time: 2135.01 ms [2022-04-19 01:27:09 main:574] : INFO : Epoch 1825 | loss: 0.0310761 | val_loss: 0.0311134 | Time: 2156.36 ms [2022-04-19 01:27:12 main:574] : INFO : Epoch 1826 | loss: 0.0310735 | val_loss: 0.0311027 | Time: 2133.82 ms [2022-04-19 01:27:14 main:574] : INFO : Epoch 1827 | loss: 0.0310696 | val_loss: 0.0310976 | Time: 2131.61 ms [2022-04-19 01:27:16 main:574] : INFO : Epoch 1828 | loss: 0.0310604 | val_loss: 0.0310899 | Time: 2166.41 ms [2022-04-19 01:27:18 main:574] : INFO : Epoch 1829 | loss: 0.0310584 | val_loss: 0.0310842 | Time: 2176.28 ms [2022-04-19 01:27:20 main:574] : INFO : Epoch 1830 | loss: 0.0310525 | val_loss: 0.0310872 | Time: 2113.35 ms [2022-04-19 01:27:23 main:574] : INFO : Epoch 1831 | loss: 0.0310484 | val_loss: 0.0310891 | Time: 2145.58 ms [2022-04-19 01:27:25 main:574] : INFO : Epoch 1832 | loss: 0.031048 | val_loss: 0.0310873 | Time: 2116.82 ms [2022-04-19 01:27:27 main:574] : INFO : Epoch 1833 | loss: 0.0310435 | val_loss: 0.0310868 | Time: 2247.47 ms [2022-04-19 01:27:29 main:574] : INFO : Epoch 1834 | loss: 0.0310428 | val_loss: 0.0310868 | Time: 2131.77 ms [2022-04-19 01:27:31 main:574] : INFO : Epoch 1835 | loss: 0.0310514 | val_loss: 0.0311084 | Time: 2196.52 ms [2022-04-19 01:27:34 main:574] : INFO : Epoch 1836 | loss: 0.0310531 | val_loss: 0.0310934 | Time: 2161.25 ms [2022-04-19 01:27:36 main:574] : INFO : Epoch 1837 | loss: 0.0310496 | val_loss: 0.0310873 | Time: 2154.63 ms [2022-04-19 01:27:38 main:574] : INFO : Epoch 1838 | loss: 0.0310464 | val_loss: 0.0310842 | Time: 2162.54 ms [2022-04-19 01:27:40 main:574] : INFO : Epoch 1839 | loss: 0.0310426 | val_loss: 0.0310916 | Time: 2086.97 ms [2022-04-19 01:27:43 main:574] : INFO : Epoch 1840 | loss: 0.0310454 | val_loss: 0.0310901 | Time: 2188.41 ms [2022-04-19 01:27:45 main:574] : INFO : Epoch 1841 | loss: 0.0310555 | val_loss: 0.0310951 | Time: 2119.03 ms [2022-04-19 01:27:47 main:574] : INFO : Epoch 1842 | loss: 0.0310523 | val_loss: 0.0310878 | Time: 2299.15 ms [2022-04-19 01:27:50 main:574] : INFO : Epoch 1843 | loss: 0.0310508 | val_loss: 0.0310928 | Time: 2139.48 ms [2022-04-19 01:27:52 main:574] : INFO : Epoch 1844 | loss: 0.0310511 | val_loss: 0.0310872 | Time: 2186.34 ms [2022-04-19 01:27:54 main:574] : INFO : Epoch 1845 | loss: 0.0310471 | val_loss: 0.031093 | Time: 2105.65 ms [2022-04-19 01:27:57 main:574] : INFO : Epoch 1846 | loss: 0.0310468 | val_loss: 0.0310902 | Time: 2140.01 ms [2022-04-19 01:27:59 main:574] : INFO : Epoch 1847 | loss: 0.0310489 | val_loss: 0.0310829 | Time: 2127.36 ms [2022-04-19 01:28:01 main:574] : INFO : Epoch 1848 | loss: 0.0310486 | val_loss: 0.0310959 | Time: 2136.71 ms [2022-04-19 01:28:03 main:574] : INFO : Epoch 1849 | loss: 0.0310448 | val_loss: 0.0310967 | Time: 2123.36 ms [2022-04-19 01:28:06 main:574] : INFO : Epoch 1850 | loss: 0.0310424 | val_loss: 0.0310886 | Time: 2145.87 ms [2022-04-19 01:28:08 main:574] : INFO : Epoch 1851 | loss: 0.0310459 | val_loss: 0.0310956 | Time: 2133.84 ms [2022-04-19 01:28:10 main:574] : INFO : Epoch 1852 | loss: 0.031044 | val_loss: 0.0311041 | Time: 2123.12 ms [2022-04-19 01:28:12 main:574] : INFO : Epoch 1853 | loss: 0.0310586 | val_loss: 0.0310917 | Time: 2127.35 ms [2022-04-19 01:28:14 main:574] : INFO : Epoch 1854 | loss: 0.0310645 | val_loss: 0.0310881 | Time: 2140.4 ms [2022-04-19 01:28:16 main:574] : INFO : Epoch 1855 | loss: 0.0310514 | val_loss: 0.0310856 | Time: 2145.61 ms [2022-04-19 01:28:19 main:574] : INFO : Epoch 1856 | loss: 0.0310443 | val_loss: 0.031082 | Time: 2146.11 ms [2022-04-19 01:28:21 main:574] : INFO : Epoch 1857 | loss: 0.0310449 | val_loss: 0.0310876 | Time: 2158.58 ms [2022-04-19 01:28:23 main:574] : INFO : Epoch 1858 | loss: 0.0310609 | val_loss: 0.0310986 | Time: 2168.11 ms [2022-04-19 01:28:25 main:574] : INFO : Epoch 1859 | loss: 0.0310529 | val_loss: 0.0310829 | Time: 2140.65 ms [2022-04-19 01:28:27 main:574] : INFO : Epoch 1860 | loss: 0.0310484 | val_loss: 0.0310859 | Time: 2140.45 ms [2022-04-19 01:28:30 main:574] : INFO : Epoch 1861 | loss: 0.0310435 | val_loss: 0.0310904 | Time: 2146.8 ms [2022-04-19 01:28:32 main:574] : INFO : Epoch 1862 | loss: 0.0310433 | val_loss: 0.0310809 | Time: 2170.65 ms [2022-04-19 01:28:34 main:574] : INFO : Epoch 1863 | loss: 0.0310369 | val_loss: 0.0310919 | Time: 2137.83 ms [2022-04-19 01:28:36 main:574] : INFO : Epoch 1864 | loss: 0.031037 | val_loss: 0.0310878 | Time: 2168.29 ms [2022-04-19 01:28:38 main:574] : INFO : Epoch 1865 | loss: 0.0310356 | val_loss: 0.031088 | Time: 2140.17 ms [2022-04-19 01:28:41 main:574] : INFO : Epoch 1866 | loss: 0.031035 | val_loss: 0.0310901 | Time: 2159.61 ms [2022-04-19 01:28:43 main:574] : INFO : Epoch 1867 | loss: 0.0310346 | val_loss: 0.031085 | Time: 2153.75 ms [2022-04-19 01:28:45 main:574] : INFO : Epoch 1868 | loss: 0.0310307 | val_loss: 0.0310913 | Time: 2152.5 ms [2022-04-19 01:28:47 main:574] : INFO : Epoch 1869 | loss: 0.0310329 | val_loss: 0.0310889 | Time: 2142.06 ms [2022-04-19 01:28:49 main:574] : INFO : Epoch 1870 | loss: 0.0310319 | val_loss: 0.0310893 | Time: 2123.09 ms [2022-04-19 01:28:52 main:574] : INFO : Epoch 1871 | loss: 0.0310324 | val_loss: 0.031085 | Time: 2125.83 ms [2022-04-19 01:28:54 main:574] : INFO : Epoch 1872 | loss: 0.0310334 | val_loss: 0.0310915 | Time: 2122.24 ms [2022-04-19 01:28:56 main:574] : INFO : Epoch 1873 | loss: 0.0310323 | val_loss: 0.0310963 | Time: 2110.89 ms [2022-04-19 01:28:58 main:574] : INFO : Epoch 1874 | loss: 0.0310307 | val_loss: 0.0310932 | Time: 2119.41 ms [2022-04-19 01:29:00 main:574] : INFO : Epoch 1875 | loss: 0.0310353 | val_loss: 0.0310983 | Time: 2148.41 ms [2022-04-19 01:29:03 main:574] : INFO : Epoch 1876 | loss: 0.031029 | val_loss: 0.0310897 | Time: 2098.85 ms [2022-04-19 01:29:05 main:574] : INFO : Epoch 1877 | loss: 0.0310342 | val_loss: 0.0311015 | Time: 2148.74 ms [2022-04-19 01:29:07 main:574] : INFO : Epoch 1878 | loss: 0.0310285 | val_loss: 0.0311002 | Time: 2132.71 ms [2022-04-19 01:29:09 main:574] : INFO : Epoch 1879 | loss: 0.031028 | val_loss: 0.0310958 | Time: 2106.72 ms [2022-04-19 01:29:11 main:574] : INFO : Epoch 1880 | loss: 0.0310349 | val_loss: 0.0310933 | Time: 2113.82 ms [2022-04-19 01:29:14 main:574] : INFO : Epoch 1881 | loss: 0.0310413 | val_loss: 0.0310919 | Time: 2174.31 ms [2022-04-19 01:29:16 main:574] : INFO : Epoch 1882 | loss: 0.0310353 | val_loss: 0.0310974 | Time: 2146.85 ms [2022-04-19 01:29:18 main:574] : INFO : Epoch 1883 | loss: 0.031031 | val_loss: 0.0310903 | Time: 2172.78 ms [2022-04-19 01:29:20 main:574] : INFO : Epoch 1884 | loss: 0.0310298 | val_loss: 0.0310955 | Time: 2134.34 ms [2022-04-19 01:29:22 main:574] : INFO : Epoch 1885 | loss: 0.03103 | val_loss: 0.0311025 | Time: 2099.37 ms [2022-04-19 01:29:25 main:574] : INFO : Epoch 1886 | loss: 0.0310288 | val_loss: 0.031095 | Time: 2130.05 ms [2022-04-19 01:29:27 main:574] : INFO : Epoch 1887 | loss: 0.0310295 | val_loss: 0.0310938 | Time: 2136.21 ms [2022-04-19 01:29:29 main:574] : INFO : Epoch 1888 | loss: 0.0310386 | val_loss: 0.0310866 | Time: 2160.57 ms [2022-04-19 01:29:31 main:574] : INFO : Epoch 1889 | loss: 0.0310425 | val_loss: 0.0310889 | Time: 2151.94 ms [2022-04-19 01:29:33 main:574] : INFO : Epoch 1890 | loss: 0.031039 | val_loss: 0.0310872 | Time: 2144.96 ms [2022-04-19 01:29:36 main:574] : INFO : Epoch 1891 | loss: 0.0310393 | val_loss: 0.0310819 | Time: 2147.71 ms [2022-04-19 01:29:38 main:574] : INFO : Epoch 1892 | loss: 0.0310553 | val_loss: 0.031098 | Time: 2130.93 ms [2022-04-19 01:29:40 main:574] : INFO : Epoch 1893 | loss: 0.0310642 | val_loss: 0.0310972 | Time: 2126.93 ms [2022-04-19 01:29:42 main:574] : INFO : Epoch 1894 | loss: 0.0310747 | val_loss: 0.0311505 | Time: 2099.53 ms [2022-04-19 01:29:44 main:574] : INFO : Epoch 1895 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 2166.4 ms [2022-04-19 01:29:47 main:574] : INFO : Epoch 1896 | loss: 0.0311685 | val_loss: 0.0311639 | Time: 2146.27 ms [2022-04-19 01:29:49 main:574] : INFO : Epoch 1897 | loss: 0.031165 | val_loss: 0.031165 | Time: 2154.68 ms [2022-04-19 01:29:51 main:574] : INFO : Epoch 1898 | loss: 0.0311598 | val_loss: 0.0311661 | Time: 2149.28 ms [2022-04-19 01:29:53 main:574] : INFO : Epoch 1899 | loss: 0.0311563 | val_loss: 0.0311574 | Time: 2171.63 ms [2022-04-19 01:29:55 main:574] : INFO : Epoch 1900 | loss: 0.0311475 | val_loss: 0.0311527 | Time: 2131.68 ms [2022-04-19 01:29:57 main:574] : INFO : Epoch 1901 | loss: 0.0311459 | val_loss: 0.0311485 | Time: 2123.36 ms [2022-04-19 01:30:00 main:574] : INFO : Epoch 1902 | loss: 0.0311394 | val_loss: 0.0311453 | Time: 2153.18 ms [2022-04-19 01:30:02 main:574] : INFO : Epoch 1903 | loss: 0.0311353 | val_loss: 0.0311425 | Time: 2126.03 ms [2022-04-19 01:30:04 main:574] : INFO : Epoch 1904 | loss: 0.0311392 | val_loss: 0.0311477 | Time: 2156.11 ms [2022-04-19 01:30:06 main:574] : INFO : Epoch 1905 | loss: 0.0311384 | val_loss: 0.0311415 | Time: 2187.95 ms [2022-04-19 01:30:09 main:574] : INFO : Epoch 1906 | loss: 0.0311328 | val_loss: 0.0311429 | Time: 2141.17 ms [2022-04-19 01:30:11 main:574] : INFO : Epoch 1907 | loss: 0.0311315 | val_loss: 0.0311387 | Time: 2139.9 ms [2022-04-19 01:30:13 main:574] : INFO : Epoch 1908 | loss: 0.0311302 | val_loss: 0.0311408 | Time: 2162.75 ms [2022-04-19 01:30:15 main:574] : INFO : Epoch 1909 | loss: 0.0311267 | val_loss: 0.0311407 | Time: 2230.08 ms [2022-04-19 01:30:17 main:574] : INFO : Epoch 1910 | loss: 0.0311248 | val_loss: 0.0311402 | Time: 2055.38 ms [2022-04-19 01:30:20 main:574] : INFO : Epoch 1911 | loss: 0.0311248 | val_loss: 0.0311397 | Time: 2136.01 ms [2022-04-19 01:30:22 main:574] : INFO : Epoch 1912 | loss: 0.0311239 | val_loss: 0.0311398 | Time: 2118.35 ms [2022-04-19 01:30:24 main:574] : INFO : Epoch 1913 | loss: 0.0311196 | val_loss: 0.0311379 | Time: 2193.4 ms [2022-04-19 01:30:26 main:574] : INFO : Epoch 1914 | loss: 0.0311192 | val_loss: 0.0311377 | Time: 2151.54 ms [2022-04-19 01:30:29 main:574] : INFO : Epoch 1915 | loss: 0.0311155 | val_loss: 0.0311351 | Time: 2154.63 ms [2022-04-19 01:30:31 main:574] : INFO : Epoch 1916 | loss: 0.0311147 | val_loss: 0.0311355 | Time: 2118.24 ms [2022-04-19 01:30:33 main:574] : INFO : Epoch 1917 | loss: 0.0311141 | val_loss: 0.0311361 | Time: 2114.33 ms [2022-04-19 01:30:35 main:574] : INFO : Epoch 1918 | loss: 0.0311173 | val_loss: 0.0311418 | Time: 2138.53 ms [2022-04-19 01:30:37 main:574] : INFO : Epoch 1919 | loss: 0.0311168 | val_loss: 0.0311306 | Time: 2138.96 ms [2022-04-19 01:30:39 main:574] : INFO : Epoch 1920 | loss: 0.0311122 | val_loss: 0.0311285 | Time: 2123.43 ms [2022-04-19 01:30:42 main:574] : INFO : Epoch 1921 | loss: 0.0311099 | val_loss: 0.0311344 | Time: 2099.19 ms [2022-04-19 01:30:44 main:574] : INFO : Epoch 1922 | loss: 0.0311143 | val_loss: 0.0311287 | Time: 2107.2 ms [2022-04-19 01:30:46 main:574] : INFO : Epoch 1923 | loss: 0.0311087 | val_loss: 0.0311307 | Time: 2145.6 ms [2022-04-19 01:30:48 main:574] : INFO : Epoch 1924 | loss: 0.0311062 | val_loss: 0.0311333 | Time: 2091.11 ms [2022-04-19 01:30:50 main:574] : INFO : Epoch 1925 | loss: 0.0311088 | val_loss: 0.0311368 | Time: 2109.75 ms [2022-04-19 01:30:52 main:574] : INFO : Epoch 1926 | loss: 0.0311047 | val_loss: 0.031136 | Time: 2125.84 ms [2022-04-19 01:30:55 main:574] : INFO : Epoch 1927 | loss: 0.0311055 | val_loss: 0.0311282 | Time: 2101.43 ms [2022-04-19 01:30:57 main:574] : INFO : Epoch 1928 | loss: 0.031103 | val_loss: 0.0311282 | Time: 2135.87 ms [2022-04-19 01:30:59 main:574] : INFO : Epoch 1929 | loss: 0.0311049 | val_loss: 0.0311306 | Time: 2104.58 ms [2022-04-19 01:31:01 main:574] : INFO : Epoch 1930 | loss: 0.0311032 | val_loss: 0.03113 | Time: 2113.14 ms [2022-04-19 01:31:03 main:574] : INFO : Epoch 1931 | loss: 0.0311052 | val_loss: 0.0311207 | Time: 2115.17 ms [2022-04-19 01:31:06 main:574] : INFO : Epoch 1932 | loss: 0.0311021 | val_loss: 0.0311207 | Time: 2136.48 ms [2022-04-19 01:31:08 main:574] : INFO : Epoch 1933 | loss: 0.0311003 | val_loss: 0.0311225 | Time: 2112.42 ms [2022-04-19 01:31:10 main:574] : INFO : Epoch 1934 | loss: 0.0311014 | val_loss: 0.0311091 | Time: 2114.35 ms [2022-04-19 01:31:12 main:574] : INFO : Epoch 1935 | loss: 0.0310955 | val_loss: 0.0311083 | Time: 2119.37 ms [2022-04-19 01:31:14 main:574] : INFO : Epoch 1936 | loss: 0.0310983 | val_loss: 0.0311316 | Time: 2174.31 ms [2022-04-19 01:31:16 main:574] : INFO : Epoch 1937 | loss: 0.0310959 | val_loss: 0.0311109 | Time: 2104.64 ms [2022-04-19 01:31:19 main:574] : INFO : Epoch 1938 | loss: 0.0310906 | val_loss: 0.0311232 | Time: 2103.35 ms [2022-04-19 01:31:21 main:574] : INFO : Epoch 1939 | loss: 0.031087 | val_loss: 0.0311196 | Time: 2160.98 ms [2022-04-19 01:31:23 main:574] : INFO : Epoch 1940 | loss: 0.0310806 | val_loss: 0.0311141 | Time: 2247.86 ms [2022-04-19 01:31:25 main:574] : INFO : Epoch 1941 | loss: 0.0310813 | val_loss: 0.0311058 | Time: 2122.98 ms [2022-04-19 01:31:28 main:574] : INFO : Epoch 1942 | loss: 0.0310802 | val_loss: 0.0311049 | Time: 2184.09 ms [2022-04-19 01:31:30 main:574] : INFO : Epoch 1943 | loss: 0.0310773 | val_loss: 0.0311039 | Time: 2238.81 ms [2022-04-19 01:31:32 main:574] : INFO : Epoch 1944 | loss: 0.031079 | val_loss: 0.0311063 | Time: 2165.98 ms [2022-04-19 01:31:35 main:574] : INFO : Epoch 1945 | loss: 0.0310778 | val_loss: 0.0311035 | Time: 2177.75 ms [2022-04-19 01:31:37 main:574] : INFO : Epoch 1946 | loss: 0.0310793 | val_loss: 0.0311077 | Time: 2152.45 ms [2022-04-19 01:31:39 main:574] : INFO : Epoch 1947 | loss: 0.0310789 | val_loss: 0.0311084 | Time: 2190.45 ms [2022-04-19 01:31:41 main:574] : INFO : Epoch 1948 | loss: 0.031073 | val_loss: 0.0311075 | Time: 2146.7 ms [2022-04-19 01:31:43 main:574] : INFO : Epoch 1949 | loss: 0.031075 | val_loss: 0.031106 | Time: 2156.99 ms [2022-04-19 01:31:46 main:574] : INFO : Epoch 1950 | loss: 0.0310773 | val_loss: 0.0311047 | Time: 2130.6 ms [2022-04-19 01:31:48 main:574] : INFO : Epoch 1951 | loss: 0.0310744 | val_loss: 0.0311035 | Time: 2156.17 ms [2022-04-19 01:31:50 main:574] : INFO : Epoch 1952 | loss: 0.0310707 | val_loss: 0.031101 | Time: 2155.8 ms [2022-04-19 01:31:52 main:574] : INFO : Epoch 1953 | loss: 0.0310685 | val_loss: 0.0311003 | Time: 2108.66 ms [2022-04-19 01:31:54 main:574] : INFO : Epoch 1954 | loss: 0.031066 | val_loss: 0.0311031 | Time: 2120.46 ms [2022-04-19 01:31:57 main:574] : INFO : Epoch 1955 | loss: 0.0310645 | val_loss: 0.0311048 | Time: 2121.85 ms [2022-04-19 01:31:59 main:574] : INFO : Epoch 1956 | loss: 0.0310643 | val_loss: 0.0311028 | Time: 2171.64 ms [2022-04-19 01:32:01 main:574] : INFO : Epoch 1957 | loss: 0.0310634 | val_loss: 0.0311075 | Time: 2125.83 ms [2022-04-19 01:32:03 main:574] : INFO : Epoch 1958 | loss: 0.0310619 | val_loss: 0.0311003 | Time: 2115.03 ms [2022-04-19 01:32:06 main:574] : INFO : Epoch 1959 | loss: 0.0310639 | val_loss: 0.031109 | Time: 2131.15 ms [2022-04-19 01:32:08 main:574] : INFO : Epoch 1960 | loss: 0.0310782 | val_loss: 0.0311179 | Time: 2134.55 ms [2022-04-19 01:32:10 main:574] : INFO : Epoch 1961 | loss: 0.0310868 | val_loss: 0.0311058 | Time: 2119.79 ms [2022-04-19 01:32:12 main:574] : INFO : Epoch 1962 | loss: 0.0310847 | val_loss: 0.0311082 | Time: 2132.36 ms [2022-04-19 01:32:14 main:574] : INFO : Epoch 1963 | loss: 0.031082 | val_loss: 0.031109 | Time: 2112.94 ms [2022-04-19 01:32:16 main:574] : INFO : Epoch 1964 | loss: 0.0310789 | val_loss: 0.0311029 | Time: 2132.39 ms [2022-04-19 01:32:19 main:574] : INFO : Epoch 1965 | loss: 0.0310738 | val_loss: 0.0311053 | Time: 2097.15 ms [2022-04-19 01:32:21 main:574] : INFO : Epoch 1966 | loss: 0.0310745 | val_loss: 0.0311159 | Time: 2154.08 ms [2022-04-19 01:32:23 main:574] : INFO : Epoch 1967 | loss: 0.0310705 | val_loss: 0.0310986 | Time: 2156.46 ms [2022-04-19 01:32:25 main:574] : INFO : Epoch 1968 | loss: 0.0310727 | val_loss: 0.0311016 | Time: 2145.67 ms [2022-04-19 01:32:27 main:574] : INFO : Epoch 1969 | loss: 0.03107 | val_loss: 0.0311063 | Time: 2132.17 ms [2022-04-19 01:32:30 main:574] : INFO : Epoch 1970 | loss: 0.0310694 | val_loss: 0.0311024 | Time: 2145.49 ms [2022-04-19 01:32:32 main:574] : INFO : Epoch 1971 | loss: 0.0310688 | val_loss: 0.0311065 | Time: 2153.74 ms [2022-04-19 01:32:34 main:574] : INFO : Epoch 1972 | loss: 0.0310705 | val_loss: 0.0310994 | Time: 2150.81 ms [2022-04-19 01:32:36 main:574] : INFO : Epoch 1973 | loss: 0.0310662 | val_loss: 0.0311063 | Time: 2168.7 ms [2022-04-19 01:32:39 main:574] : INFO : Epoch 1974 | loss: 0.0310627 | val_loss: 0.0311015 | Time: 2245.82 ms [2022-04-19 01:32:41 main:574] : INFO : Epoch 1975 | loss: 0.0310616 | val_loss: 0.0310954 | Time: 2132.37 ms [2022-04-19 01:32:43 main:574] : INFO : Epoch 1976 | loss: 0.0310612 | val_loss: 0.0310946 | Time: 2156.1 ms [2022-04-19 01:32:45 main:574] : INFO : Epoch 1977 | loss: 0.0310571 | val_loss: 0.0310925 | Time: 2086.32 ms [2022-04-19 01:32:47 main:574] : INFO : Epoch 1978 | loss: 0.031055 | val_loss: 0.0310971 | Time: 2109.54 ms [2022-04-19 01:32:50 main:574] : INFO : Epoch 1979 | loss: 0.0310568 | val_loss: 0.0310959 | Time: 2116.08 ms [2022-04-19 01:32:52 main:574] : INFO : Epoch 1980 | loss: 0.0310565 | val_loss: 0.0310973 | Time: 2094.58 ms [2022-04-19 01:32:54 main:574] : INFO : Epoch 1981 | loss: 0.0310585 | val_loss: 0.031105 | Time: 2143.37 ms [2022-04-19 01:32:56 main:574] : INFO : Epoch 1982 | loss: 0.0310611 | val_loss: 0.0311096 | Time: 2132.64 ms [2022-04-19 01:32:59 main:574] : INFO : Epoch 1983 | loss: 0.0310642 | val_loss: 0.0310976 | Time: 2137.67 ms [2022-04-19 01:33:01 main:574] : INFO : Epoch 1984 | loss: 0.0310582 | val_loss: 0.0310966 | Time: 2153.97 ms [2022-04-19 01:33:03 main:574] : INFO : Epoch 1985 | loss: 0.0310565 | val_loss: 0.0310966 | Time: 2117.6 ms [2022-04-19 01:33:05 main:574] : INFO : Epoch 1986 | loss: 0.0310582 | val_loss: 0.0310972 | Time: 2125.17 ms [2022-04-19 01:33:07 main:574] : INFO : Epoch 1987 | loss: 0.0310564 | val_loss: 0.0310983 | Time: 2125.96 ms [2022-04-19 01:33:10 main:574] : INFO : Epoch 1988 | loss: 0.0310546 | val_loss: 0.0311053 | Time: 2132.74 ms [2022-04-19 01:33:12 main:574] : INFO : Epoch 1989 | loss: 0.0310567 | val_loss: 0.0310909 | Time: 2126.36 ms [2022-04-19 01:33:14 main:574] : INFO : Epoch 1990 | loss: 0.0310825 | val_loss: 0.0310947 | Time: 2205.93 ms [2022-04-19 01:33:16 main:574] : INFO : Epoch 1991 | loss: 0.031079 | val_loss: 0.0310914 | Time: 2152.38 ms [2022-04-19 01:33:18 main:574] : INFO : Epoch 1992 | loss: 0.0310705 | val_loss: 0.0310893 | Time: 2154.69 ms [2022-04-19 01:33:21 main:574] : INFO : Epoch 1993 | loss: 0.0310685 | val_loss: 0.0310867 | Time: 2145.61 ms [2022-04-19 01:33:23 main:574] : INFO : Epoch 1994 | loss: 0.0310718 | val_loss: 0.0310903 | Time: 2145.53 ms [2022-04-19 01:33:25 main:574] : INFO : Epoch 1995 | loss: 0.0310676 | val_loss: 0.0310844 | Time: 2131.89 ms [2022-04-19 01:33:27 main:574] : INFO : Epoch 1996 | loss: 0.0310635 | val_loss: 0.0310832 | Time: 2140.84 ms [2022-04-19 01:33:29 main:574] : INFO : Epoch 1997 | loss: 0.0310628 | val_loss: 0.0310907 | Time: 2112.33 ms [2022-04-19 01:33:32 main:574] : INFO : Epoch 1998 | loss: 0.0310655 | val_loss: 0.0310861 | Time: 2118.73 ms [2022-04-19 01:33:34 main:574] : INFO : Epoch 1999 | loss: 0.0310643 | val_loss: 0.0310902 | Time: 2158.59 ms [2022-04-19 01:33:36 main:574] : INFO : Epoch 2000 | loss: 0.0310619 | val_loss: 0.0310856 | Time: 2131.84 ms [2022-04-19 01:33:38 main:574] : INFO : Epoch 2001 | loss: 0.0310603 | val_loss: 0.0310848 | Time: 2120.36 ms [2022-04-19 01:33:40 main:574] : INFO : Epoch 2002 | loss: 0.0310572 | val_loss: 0.0310944 | Time: 2159.75 ms [2022-04-19 01:33:43 main:574] : INFO : Epoch 2003 | loss: 0.0310593 | val_loss: 0.0310917 | Time: 2146.04 ms [2022-04-19 01:33:45 main:574] : INFO : Epoch 2004 | loss: 0.0310594 | val_loss: 0.0310861 | Time: 2138.13 ms [2022-04-19 01:33:47 main:574] : INFO : Epoch 2005 | loss: 0.0310641 | val_loss: 0.0310891 | Time: 2137.21 ms [2022-04-19 01:33:49 main:574] : INFO : Epoch 2006 | loss: 0.0310652 | val_loss: 0.0310884 | Time: 2162.53 ms [2022-04-19 01:33:51 main:574] : INFO : Epoch 2007 | loss: 0.0310612 | val_loss: 0.0310832 | Time: 2137.98 ms [2022-04-19 01:33:54 main:574] : INFO : Epoch 2008 | loss: 0.0310597 | val_loss: 0.0310865 | Time: 2147.28 ms [2022-04-19 01:33:56 main:574] : INFO : Epoch 2009 | loss: 0.0310594 | val_loss: 0.0310923 | Time: 2168.61 ms [2022-04-19 01:33:58 main:574] : INFO : Epoch 2010 | loss: 0.0310668 | val_loss: 0.0311088 | Time: 2163.99 ms [2022-04-19 01:34:00 main:574] : INFO : Epoch 2011 | loss: 0.0310874 | val_loss: 0.0311025 | Time: 2168.85 ms [2022-04-19 01:34:02 main:574] : INFO : Epoch 2012 | loss: 0.0310804 | val_loss: 0.0310939 | Time: 2152.32 ms [2022-04-19 01:34:05 main:574] : INFO : Epoch 2013 | loss: 0.0310755 | val_loss: 0.0310908 | Time: 2182.63 ms [2022-04-19 01:34:07 main:574] : INFO : Epoch 2014 | loss: 0.0310706 | val_loss: 0.0310939 | Time: 2172.15 ms [2022-04-19 01:34:09 main:574] : INFO : Epoch 2015 | loss: 0.0310677 | val_loss: 0.0310941 | Time: 2180.72 ms [2022-04-19 01:34:11 main:574] : INFO : Epoch 2016 | loss: 0.0310672 | val_loss: 0.0310908 | Time: 2183.59 ms [2022-04-19 01:34:14 main:574] : INFO : Epoch 2017 | loss: 0.0310611 | val_loss: 0.0310918 | Time: 2171.61 ms [2022-04-19 01:34:16 main:574] : INFO : Epoch 2018 | loss: 0.0310647 | val_loss: 0.0310978 | Time: 2172.6 ms [2022-04-19 01:34:18 main:574] : INFO : Epoch 2019 | loss: 0.0310655 | val_loss: 0.0310912 | Time: 2150.1 ms [2022-04-19 01:34:20 main:574] : INFO : Epoch 2020 | loss: 0.0310633 | val_loss: 0.0310872 | Time: 2171.78 ms [2022-04-19 01:34:22 main:574] : INFO : Epoch 2021 | loss: 0.0310649 | val_loss: 0.0310886 | Time: 2151.24 ms [2022-04-19 01:34:25 main:574] : INFO : Epoch 2022 | loss: 0.0310605 | val_loss: 0.0310854 | Time: 2132.34 ms [2022-04-19 01:34:27 main:574] : INFO : Epoch 2023 | loss: 0.0310587 | val_loss: 0.0310882 | Time: 2128.71 ms [2022-04-19 01:34:29 main:574] : INFO : Epoch 2024 | loss: 0.03106 | val_loss: 0.0310923 | Time: 2132.01 ms [2022-04-19 01:34:31 main:574] : INFO : Epoch 2025 | loss: 0.0310602 | val_loss: 0.0310871 | Time: 2114.62 ms [2022-04-19 01:34:33 main:574] : INFO : Epoch 2026 | loss: 0.0310567 | val_loss: 0.0310892 | Time: 2119.02 ms [2022-04-19 01:34:35 main:574] : INFO : Epoch 2027 | loss: 0.0310537 | val_loss: 0.0310895 | Time: 2100.33 ms [2022-04-19 01:34:38 main:574] : INFO : Epoch 2028 | loss: 0.031053 | val_loss: 0.031088 | Time: 2123.7 ms [2022-04-19 01:34:40 main:574] : INFO : Epoch 2029 | loss: 0.0310513 | val_loss: 0.0310881 | Time: 2137.9 ms [2022-04-19 01:34:42 main:574] : INFO : Epoch 2030 | loss: 0.0310495 | val_loss: 0.0310889 | Time: 2072.19 ms [2022-04-19 01:34:44 main:574] : INFO : Epoch 2031 | loss: 0.0310508 | val_loss: 0.0310869 | Time: 2117.11 ms [2022-04-19 01:34:46 main:574] : INFO : Epoch 2032 | loss: 0.031046 | val_loss: 0.0310853 | Time: 2138.97 ms [2022-04-19 01:34:48 main:574] : INFO : Epoch 2033 | loss: 0.0310473 | val_loss: 0.0310895 | Time: 2123.86 ms [2022-04-19 01:34:51 main:574] : INFO : Epoch 2034 | loss: 0.0310479 | val_loss: 0.0310846 | Time: 2161.73 ms [2022-04-19 01:34:53 main:574] : INFO : Epoch 2035 | loss: 0.0310472 | val_loss: 0.0310948 | Time: 2155.98 ms [2022-04-19 01:34:55 main:574] : INFO : Epoch 2036 | loss: 0.031049 | val_loss: 0.03109 | Time: 2166.51 ms [2022-04-19 01:34:57 main:574] : INFO : Epoch 2037 | loss: 0.0310516 | val_loss: 0.0310839 | Time: 2134.05 ms [2022-04-19 01:35:00 main:574] : INFO : Epoch 2038 | loss: 0.0310492 | val_loss: 0.0310862 | Time: 2143.07 ms [2022-04-19 01:35:02 main:574] : INFO : Epoch 2039 | loss: 0.0310497 | val_loss: 0.0310886 | Time: 2123.19 ms [2022-04-19 01:35:04 main:574] : INFO : Epoch 2040 | loss: 0.0310479 | val_loss: 0.0310835 | Time: 2186.93 ms [2022-04-19 01:35:06 main:574] : INFO : Epoch 2041 | loss: 0.0310473 | val_loss: 0.0310812 | Time: 2085.85 ms [2022-04-19 01:35:08 main:574] : INFO : Epoch 2042 | loss: 0.0310445 | val_loss: 0.0310865 | Time: 2148.99 ms [2022-04-19 01:35:11 main:574] : INFO : Epoch 2043 | loss: 0.0310435 | val_loss: 0.0310925 | Time: 2148.25 ms [2022-04-19 01:35:13 main:574] : INFO : Epoch 2044 | loss: 0.0310453 | val_loss: 0.0310819 | Time: 2138.47 ms [2022-04-19 01:35:15 main:574] : INFO : Epoch 2045 | loss: 0.0310442 | val_loss: 0.0310878 | Time: 2199.53 ms [2022-04-19 01:35:17 main:574] : INFO : Epoch 2046 | loss: 0.0310449 | val_loss: 0.0310876 | Time: 2143.84 ms [2022-04-19 01:35:20 main:574] : INFO : Epoch 2047 | loss: 0.0310441 | val_loss: 0.031084 | Time: 2140.33 ms [2022-04-19 01:35:24 main:574] : INFO : Epoch 2048 | loss: 0.031046 | val_loss: 0.0310798 | Time: 4328.97 ms [2022-04-19 01:35:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310798 [2022-04-19 01:35:25 main:603] : INFO : Saving end state to config to file [2022-04-19 01:35:25 main:608] : INFO : Success, exiting.. 01:35:25 (6616): 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)