Task 14514326
| Name | ParityModified-1647040741-30789-2-0_1 |
| Workunit | 10659316 |
| Created | 7 Apr 2022, 0:00:20 UTC |
| Sent | 7 Apr 2022, 0:42:37 UTC |
| Report deadline | 15 Apr 2022, 0:42:37 UTC |
| Received | 18 Apr 2022, 11:02:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 13 min 7 sec |
| CPU time | 1 hours 11 min 42 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031224 | val_loss: 0.0312202 | Time: 2118.93 ms [2022-04-07 05:52:37 main:574] : INFO : Epoch 1543 | loss: 0.0312229 | val_loss: 0.0312187 | Time: 2101.15 ms [2022-04-07 05:52:40 main:574] : INFO : Epoch 1544 | loss: 0.031222 | val_loss: 0.0312177 | Time: 2115.49 ms [2022-04-07 05:52:42 main:574] : INFO : Epoch 1545 | loss: 0.0312215 | val_loss: 0.0312172 | Time: 2111.12 ms [2022-04-07 05:52:44 main:574] : INFO : Epoch 1546 | loss: 0.0312208 | val_loss: 0.0312163 | Time: 2094 ms [2022-04-07 05:52:46 main:574] : INFO : Epoch 1547 | loss: 0.0312198 | val_loss: 0.0312149 | Time: 2103.87 ms [2022-04-07 05:52:48 main:574] : INFO : Epoch 1548 | loss: 0.0312177 | val_loss: 0.0312121 | Time: 2097 ms [2022-04-07 05:52:50 main:574] : INFO : Epoch 1549 | loss: 0.0312131 | val_loss: 0.0312028 | Time: 2099.78 ms [2022-04-07 05:52:52 main:574] : INFO : Epoch 1550 | loss: 0.0311965 | val_loss: 0.0311779 | Time: 2132 ms [2022-04-07 05:52:54 main:574] : INFO : Epoch 1551 | loss: 0.0311685 | val_loss: 0.0311575 | Time: 2113.02 ms [2022-04-07 05:52:57 main:574] : INFO : Epoch 1552 | loss: 0.0311574 | val_loss: 0.0311514 | Time: 2117.53 ms [2022-04-07 05:52:59 main:574] : INFO : Epoch 1553 | loss: 0.0311536 | val_loss: 0.0311485 | Time: 2141 ms [2022-04-07 05:53:01 main:574] : INFO : Epoch 1554 | loss: 0.0311507 | val_loss: 0.0311472 | Time: 2113.69 ms [2022-04-07 05:53:03 main:574] : INFO : Epoch 1555 | loss: 0.0311491 | val_loss: 0.031146 | Time: 2065.58 ms [2022-04-07 05:53:05 main:574] : INFO : Epoch 1556 | loss: 0.0311463 | val_loss: 0.0311424 | Time: 2167.04 ms [2022-04-07 05:53:07 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311387 | Time: 2102.27 ms [2022-04-07 05:53:09 main:574] : INFO : Epoch 1558 | loss: 0.0311392 | val_loss: 0.0311347 | Time: 2123.04 ms [2022-04-07 05:53:11 main:574] : INFO : Epoch 1559 | loss: 0.0311348 | val_loss: 0.0311304 | Time: 2096.12 ms [2022-04-07 05:53:13 main:574] : INFO : Epoch 1560 | loss: 0.0311314 | val_loss: 0.0311281 | Time: 2104.3 ms [2022-04-07 05:53:16 main:574] : INFO : Epoch 1561 | loss: 0.0311266 | val_loss: 0.0311209 | Time: 2050.34 ms [2022-04-07 05:53:18 main:574] : INFO : Epoch 1562 | loss: 0.031121 | val_loss: 0.0311202 | Time: 2168.44 ms [2022-04-07 05:53:20 main:574] : INFO : Epoch 1563 | loss: 0.0311194 | val_loss: 0.0311161 | Time: 2103.06 ms [2022-04-07 05:53:22 main:574] : INFO : Epoch 1564 | loss: 0.0311161 | val_loss: 0.0311161 | Time: 2062.6 ms [2022-04-07 05:53:24 main:574] : INFO : Epoch 1565 | loss: 0.0311139 | val_loss: 0.0311157 | Time: 2114.68 ms [2022-04-07 05:53:26 main:574] : INFO : Epoch 1566 | loss: 0.0311137 | val_loss: 0.0311102 | Time: 2169.31 ms [2022-04-07 05:53:28 main:574] : INFO : Epoch 1567 | loss: 0.0311106 | val_loss: 0.0311079 | Time: 2060.04 ms [2022-04-07 05:53:30 main:574] : INFO : Epoch 1568 | loss: 0.0311093 | val_loss: 0.0311058 | Time: 2179.82 ms [2022-04-07 05:53:33 main:574] : INFO : Epoch 1569 | loss: 0.0311088 | val_loss: 0.0311055 | Time: 2066.17 ms [2022-04-07 05:53:35 main:574] : INFO : Epoch 1570 | loss: 0.0311063 | val_loss: 0.0311054 | Time: 2120.75 ms [2022-04-07 05:53:37 main:574] : INFO : Epoch 1571 | loss: 0.0311063 | val_loss: 0.0311061 | Time: 2127.96 ms [2022-04-07 05:53:39 main:574] : INFO : Epoch 1572 | loss: 0.031105 | val_loss: 0.0311059 | Time: 2122.22 ms [2022-04-07 05:53:41 main:574] : INFO : Epoch 1573 | loss: 0.0311041 | val_loss: 0.0311037 | Time: 2139.26 ms [2022-04-07 05:53:43 main:574] : INFO : Epoch 1574 | loss: 0.0311028 | val_loss: 0.0311029 | Time: 2078.52 ms [2022-04-07 05:53:45 main:574] : INFO : Epoch 1575 | loss: 0.031102 | val_loss: 0.0311029 | Time: 2090.09 ms [2022-04-07 05:53:47 main:574] : INFO : Epoch 1576 | loss: 0.0311008 | val_loss: 0.0311036 | Time: 2065.97 ms [2022-04-07 05:53:50 main:574] : INFO : Epoch 1577 | loss: 0.0311016 | val_loss: 0.0311068 | Time: 2173.77 ms [2022-04-07 05:53:52 main:574] : INFO : Epoch 1578 | loss: 0.0311079 | val_loss: 0.031111 | Time: 2150.17 ms [2022-04-07 05:53:54 main:574] : INFO : Epoch 1579 | loss: 0.0311069 | val_loss: 0.0311068 | Time: 2115.6 ms [2022-04-07 05:53:56 main:574] : INFO : Epoch 1580 | loss: 0.0311035 | val_loss: 0.031106 | Time: 2127.7 ms [2022-04-07 05:53:58 main:574] : INFO : Epoch 1581 | loss: 0.0311014 | val_loss: 0.0311045 | Time: 2124.56 ms [2022-04-07 05:54:00 main:574] : INFO : Epoch 1582 | loss: 0.0311003 | val_loss: 0.0311027 | Time: 2140.86 ms [2022-04-07 05:54:02 main:574] : INFO : Epoch 1583 | loss: 0.0310991 | val_loss: 0.0311028 | Time: 2151.49 ms [2022-04-07 05:54:05 main:574] : INFO : Epoch 1584 | loss: 0.0310991 | val_loss: 0.0311048 | Time: 2105.04 ms [2022-04-07 05:54:07 main:574] : INFO : Epoch 1585 | loss: 0.0310998 | val_loss: 0.0311066 | Time: 2065.32 ms [2022-04-07 05:54:09 main:574] : INFO : Epoch 1586 | loss: 0.0310999 | val_loss: 0.0311026 | Time: 2107.59 ms [2022-04-07 05:54:11 main:574] : INFO : Epoch 1587 | loss: 0.0310976 | val_loss: 0.0311014 | Time: 2150.89 ms [2022-04-07 05:54:13 main:574] : INFO : Epoch 1588 | loss: 0.0310961 | val_loss: 0.0311006 | Time: 2141.52 ms [2022-04-07 05:54:15 main:574] : INFO : Epoch 1589 | loss: 0.0310964 | val_loss: 0.0310991 | Time: 2081.62 ms [2022-04-07 05:54:17 main:574] : INFO : Epoch 1590 | loss: 0.0310957 | val_loss: 0.0310993 | Time: 2040.01 ms [2022-04-07 05:54:19 main:574] : INFO : Epoch 1591 | loss: 0.031096 | val_loss: 0.0310981 | Time: 2166.84 ms [2022-04-07 05:54:21 main:574] : INFO : Epoch 1592 | loss: 0.0310961 | val_loss: 0.0310997 | Time: 2094.43 ms [2022-04-07 05:54:24 main:574] : INFO : Epoch 1593 | loss: 0.0310959 | val_loss: 0.0310998 | Time: 2078.7 ms [2022-04-07 05:54:26 main:574] : INFO : Epoch 1594 | loss: 0.031094 | val_loss: 0.0310991 | Time: 2075.04 ms [2022-04-07 05:54:28 main:574] : INFO : Epoch 1595 | loss: 0.031094 | val_loss: 0.0310998 | Time: 2188.8 ms [2022-04-07 05:54:30 main:574] : INFO : Epoch 1596 | loss: 0.0310952 | val_loss: 0.0310966 | Time: 2125.84 ms [2022-04-07 05:54:32 main:574] : INFO : Epoch 1597 | loss: 0.0310976 | val_loss: 0.031099 | Time: 2159.47 ms [2022-04-07 05:54:34 main:574] : INFO : Epoch 1598 | loss: 0.0310977 | val_loss: 0.0310969 | Time: 2097.08 ms [2022-04-07 05:54:36 main:574] : INFO : Epoch 1599 | loss: 0.0310969 | val_loss: 0.0310984 | Time: 2134.68 ms [2022-04-07 05:54:39 main:574] : INFO : Epoch 1600 | loss: 0.0310967 | val_loss: 0.0310975 | Time: 2079.22 ms [2022-04-07 05:54:41 main:574] : INFO : Epoch 1601 | loss: 0.0310975 | val_loss: 0.0310981 | Time: 2125.64 ms [2022-04-07 05:54:43 main:574] : INFO : Epoch 1602 | loss: 0.0310992 | val_loss: 0.0310976 | Time: 2091.48 ms [2022-04-07 05:54:45 main:574] : INFO : Epoch 1603 | loss: 0.0310981 | val_loss: 0.0310984 | Time: 2104.13 ms [2022-04-07 05:54:47 main:574] : INFO : Epoch 1604 | loss: 0.0310984 | val_loss: 0.0310971 | Time: 2131.04 ms [2022-04-07 05:54:49 main:574] : INFO : Epoch 1605 | loss: 0.0310973 | val_loss: 0.0310969 | Time: 2080.88 ms [2022-04-07 05:54:51 main:574] : INFO : Epoch 1606 | loss: 0.0310961 | val_loss: 0.0310979 | Time: 2113.82 ms [2022-04-07 05:54:53 main:574] : INFO : Epoch 1607 | loss: 0.0310954 | val_loss: 0.031098 | Time: 2069.42 ms [2022-04-07 05:54:55 main:574] : INFO : Epoch 1608 | loss: 0.0310956 | val_loss: 0.0310972 | Time: 2102.41 ms [2022-04-07 05:54:57 main:574] : INFO : Epoch 1609 | loss: 0.0310965 | val_loss: 0.0310963 | Time: 2096.12 ms [2022-04-07 05:55:00 main:574] : INFO : Epoch 1610 | loss: 0.0310966 | val_loss: 0.0310987 | Time: 2148.26 ms [2022-04-07 05:55:02 main:574] : INFO : Epoch 1611 | loss: 0.0310955 | val_loss: 0.0310961 | Time: 2117.07 ms [2022-04-07 05:55:04 main:574] : INFO : Epoch 1612 | loss: 0.0310938 | val_loss: 0.0310968 | Time: 2156.61 ms [2022-04-07 05:55:06 main:574] : INFO : Epoch 1613 | loss: 0.0310965 | val_loss: 0.0310985 | Time: 2119.18 ms [2022-04-07 05:55:08 main:574] : INFO : Epoch 1614 | loss: 0.0310958 | val_loss: 0.0311001 | Time: 2123.08 ms [2022-04-07 05:55:10 main:574] : INFO : Epoch 1615 | loss: 0.0310981 | val_loss: 0.0311016 | Time: 2105.13 ms [2022-04-07 05:55:12 main:574] : INFO : Epoch 1616 | loss: 0.0310991 | val_loss: 0.0310992 | Time: 2134.02 ms [2022-04-07 05:55:15 main:574] : INFO : Epoch 1617 | loss: 0.0310983 | val_loss: 0.0310996 | Time: 2109.82 ms [2022-04-07 05:55:17 main:574] : INFO : Epoch 1618 | loss: 0.0310959 | val_loss: 0.0311013 | Time: 2075.91 ms [2022-04-07 05:55:19 main:574] : INFO : Epoch 1619 | loss: 0.0310952 | val_loss: 0.0311002 | Time: 2130.4 ms [2022-04-07 05:55:21 main:574] : INFO : Epoch 1620 | loss: 0.0310939 | val_loss: 0.0311009 | Time: 2120.76 ms [2022-04-07 05:55:23 main:574] : INFO : Epoch 1621 | loss: 0.0310935 | val_loss: 0.0311011 | Time: 2129.84 ms [2022-04-07 05:55:25 main:574] : INFO : Epoch 1622 | loss: 0.0310928 | val_loss: 0.0311021 | Time: 2123.31 ms [2022-04-07 05:55:27 main:574] : INFO : Epoch 1623 | loss: 0.0310946 | val_loss: 0.0311015 | Time: 2114.09 ms [2022-04-07 05:55:29 main:574] : INFO : Epoch 1624 | loss: 0.0310926 | val_loss: 0.0311001 | Time: 2114.09 ms [2022-04-07 05:55:32 main:574] : INFO : Epoch 1625 | loss: 0.0310934 | val_loss: 0.031103 | Time: 2139.79 ms [2022-04-07 05:55:34 main:574] : INFO : Epoch 1626 | loss: 0.0310986 | val_loss: 0.0311048 | Time: 2135.86 ms [2022-04-07 05:55:36 main:574] : INFO : Epoch 1627 | loss: 0.0310974 | val_loss: 0.0311019 | Time: 2049.58 ms [2022-04-07 05:55:38 main:574] : INFO : Epoch 1628 | loss: 0.0310963 | val_loss: 0.0311025 | Time: 2094.38 ms [2022-04-07 05:55:40 main:574] : INFO : Epoch 1629 | loss: 0.0310951 | val_loss: 0.0311042 | Time: 2092.12 ms [2022-04-07 05:55:42 main:574] : INFO : Epoch 1630 | loss: 0.0310942 | val_loss: 0.0311023 | Time: 2120.89 ms [2022-04-07 05:55:45 main:574] : INFO : Epoch 1631 | loss: 0.0310934 | val_loss: 0.0311003 | Time: 2609.28 ms [2022-04-07 05:55:47 main:574] : INFO : Epoch 1632 | loss: 0.0310919 | val_loss: 0.0310973 | Time: 2486.65 ms [2022-04-07 05:55:49 main:574] : INFO : Epoch 1633 | loss: 0.0310907 | val_loss: 0.0310979 | Time: 2133.47 ms [2022-04-07 05:55:51 main:574] : INFO : Epoch 1634 | loss: 0.0310894 | val_loss: 0.0310973 | Time: 2101.51 ms [2022-04-07 05:55:54 main:574] : INFO : Epoch 1635 | loss: 0.0310896 | val_loss: 0.0310992 | Time: 2098.44 ms [2022-04-07 05:55:56 main:574] : INFO : Epoch 1636 | loss: 0.0310912 | val_loss: 0.0311028 | Time: 2200.49 ms [2022-04-07 05:55:58 main:574] : INFO : Epoch 1637 | loss: 0.0310964 | val_loss: 0.0310998 | Time: 2102.13 ms [2022-04-07 05:56:00 main:574] : INFO : Epoch 1638 | loss: 0.0310957 | val_loss: 0.031104 | Time: 2097.78 ms [2022-04-07 05:56:02 main:574] : INFO : Epoch 1639 | loss: 0.0310998 | val_loss: 0.0311035 | Time: 2121.27 ms [2022-04-07 05:56:04 main:574] : INFO : Epoch 1640 | loss: 0.0310968 | val_loss: 0.0311042 | Time: 2098.07 ms [2022-04-07 05:56:06 main:574] : INFO : Epoch 1641 | loss: 0.0310974 | val_loss: 0.0311024 | Time: 2083.56 ms [2022-04-07 05:56:08 main:574] : INFO : Epoch 1642 | loss: 0.0310974 | val_loss: 0.0311023 | Time: 2090.62 ms [2022-04-07 05:56:11 main:574] : INFO : Epoch 1643 | loss: 0.0310962 | val_loss: 0.0311037 | Time: 2113.41 ms [2022-04-07 05:56:13 main:574] : INFO : Epoch 1644 | loss: 0.0310954 | val_loss: 0.0311025 | Time: 2026.83 ms [2022-04-07 05:56:15 main:574] : INFO : Epoch 1645 | loss: 0.0310942 | val_loss: 0.0311003 | Time: 2063.19 ms [2022-04-07 05:56:17 main:574] : INFO : Epoch 1646 | loss: 0.0310955 | val_loss: 0.0310995 | Time: 2099.74 ms [2022-04-07 05:56:19 main:574] : INFO : Epoch 1647 | loss: 0.031095 | val_loss: 0.031101 | Time: 2125.58 ms [2022-04-07 05:56:21 main:574] : INFO : Epoch 1648 | loss: 0.0310952 | val_loss: 0.0311006 | Time: 2111.56 ms [2022-04-07 05:56:23 main:574] : INFO : Epoch 1649 | loss: 0.0310952 | val_loss: 0.0311033 | Time: 2087.53 ms [2022-04-07 05:56:25 main:574] : INFO : Epoch 1650 | loss: 0.0310951 | val_loss: 0.0311005 | Time: 2116.89 ms [2022-04-07 05:56:27 main:574] : INFO : Epoch 1651 | loss: 0.0310975 | val_loss: 0.0311001 | Time: 2113.99 ms [2022-04-07 05:56:30 main:574] : INFO : Epoch 1652 | loss: 0.031105 | val_loss: 0.0311514 | Time: 2133.79 ms [2022-04-07 05:56:32 main:574] : INFO : Epoch 1653 | loss: 0.0311648 | val_loss: 0.0311731 | Time: 2104.05 ms [2022-04-07 05:56:34 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 2183.17 ms [2022-04-07 05:56:36 main:574] : INFO : Epoch 1655 | loss: 0.0311635 | val_loss: 0.0311665 | Time: 2094.98 ms [2022-04-07 05:56:38 main:574] : INFO : Epoch 1656 | loss: 0.0311566 | val_loss: 0.0311616 | Time: 2097.46 ms [2022-04-07 05:56:40 main:574] : INFO : Epoch 1657 | loss: 0.031153 | val_loss: 0.0311584 | Time: 2153.56 ms [2022-04-07 05:56:42 main:574] : INFO : Epoch 1658 | loss: 0.0311507 | val_loss: 0.0311598 | Time: 2159.03 ms [2022-04-07 05:56:45 main:574] : INFO : Epoch 1659 | loss: 0.0311494 | val_loss: 0.0311561 | Time: 2109.9 ms [2022-04-07 05:56:47 main:574] : INFO : Epoch 1660 | loss: 0.0311463 | val_loss: 0.031154 | Time: 2104.91 ms [2022-04-07 05:56:49 main:574] : INFO : Epoch 1661 | loss: 0.0311446 | val_loss: 0.0311492 | Time: 2129.82 ms [2022-04-07 05:56:51 main:574] : INFO : Epoch 1662 | loss: 0.0311404 | val_loss: 0.0311481 | Time: 2071.63 ms [2022-04-07 05:56:53 main:574] : INFO : Epoch 1663 | loss: 0.0311391 | val_loss: 0.0311426 | Time: 2139.75 ms [2022-04-07 05:56:55 main:574] : INFO : Epoch 1664 | loss: 0.0311333 | val_loss: 0.0311407 | Time: 2071.23 ms [2022-04-07 05:56:57 main:574] : INFO : Epoch 1665 | loss: 0.0311311 | val_loss: 0.0311403 | Time: 2131.29 ms [2022-04-07 05:56:59 main:574] : INFO : Epoch 1666 | loss: 0.0311286 | val_loss: 0.031138 | Time: 2120.28 ms [2022-04-07 05:57:02 main:574] : INFO : Epoch 1667 | loss: 0.0311287 | val_loss: 0.0311428 | Time: 2150.7 ms [2022-04-07 05:57:04 main:574] : INFO : Epoch 1668 | loss: 0.0311286 | val_loss: 0.0311372 | Time: 2112.34 ms [2022-04-07 05:57:06 main:574] : INFO : Epoch 1669 | loss: 0.0311271 | val_loss: 0.0311359 | Time: 2171.55 ms [2022-04-07 05:57:08 main:574] : INFO : Epoch 1670 | loss: 0.0311244 | val_loss: 0.0311359 | Time: 2128.87 ms [2022-04-07 05:57:10 main:574] : INFO : Epoch 1671 | loss: 0.0311251 | val_loss: 0.031136 | Time: 2101.63 ms [2022-04-07 05:57:12 main:574] : INFO : Epoch 1672 | loss: 0.031125 | val_loss: 0.0311381 | Time: 2106.12 ms [2022-04-07 05:57:14 main:574] : INFO : Epoch 1673 | loss: 0.0311229 | val_loss: 0.0311364 | Time: 2117.76 ms [2022-04-07 05:57:16 main:574] : INFO : Epoch 1674 | loss: 0.0311236 | val_loss: 0.0311369 | Time: 2105.8 ms [2022-04-07 05:57:19 main:574] : INFO : Epoch 1675 | loss: 0.0311206 | val_loss: 0.0311321 | Time: 2123.2 ms [2022-04-07 05:57:21 main:574] : INFO : Epoch 1676 | loss: 0.0311199 | val_loss: 0.0311308 | Time: 2116.86 ms [2022-04-07 05:57:23 main:574] : INFO : Epoch 1677 | loss: 0.0311192 | val_loss: 0.0311312 | Time: 2100.3 ms [2022-04-07 05:57:25 main:574] : INFO : Epoch 1678 | loss: 0.0311183 | val_loss: 0.0311345 | Time: 2113.59 ms [2022-04-07 05:57:27 main:574] : INFO : Epoch 1679 | loss: 0.0311211 | val_loss: 0.0311337 | Time: 2064.16 ms [2022-04-07 05:57:29 main:574] : INFO : Epoch 1680 | loss: 0.03112 | val_loss: 0.0311355 | Time: 2123.54 ms [2022-04-07 05:57:31 main:574] : INFO : Epoch 1681 | loss: 0.0311187 | val_loss: 0.0311358 | Time: 2112.92 ms [2022-04-07 05:57:33 main:574] : INFO : Epoch 1682 | loss: 0.0311184 | val_loss: 0.0311349 | Time: 2090.62 ms [2022-04-07 05:57:35 main:574] : INFO : Epoch 1683 | loss: 0.0311186 | val_loss: 0.0311341 | Time: 2116.92 ms [2022-04-07 05:57:38 main:574] : INFO : Epoch 1684 | loss: 0.0311185 | val_loss: 0.0311335 | Time: 2140.96 ms [2022-04-07 05:57:40 main:574] : INFO : Epoch 1685 | loss: 0.0311165 | val_loss: 0.0311314 | Time: 2116.51 ms [2022-04-07 05:57:42 main:574] : INFO : Epoch 1686 | loss: 0.0311156 | val_loss: 0.031132 | Time: 2107.33 ms [2022-04-07 05:57:44 main:574] : INFO : Epoch 1687 | loss: 0.031115 | val_loss: 0.0311287 | Time: 2126.14 ms [2022-04-07 05:57:46 main:574] : INFO : Epoch 1688 | loss: 0.0311158 | val_loss: 0.0311371 | Time: 2093.11 ms [2022-04-07 05:57:48 main:574] : INFO : Epoch 1689 | loss: 0.0311191 | val_loss: 0.031134 | Time: 2082.4 ms [2022-04-07 05:57:50 main:574] : INFO : Epoch 1690 | loss: 0.0311158 | val_loss: 0.0311294 | Time: 2202.61 ms [2022-04-07 05:57:53 main:574] : INFO : Epoch 1691 | loss: 0.0311149 | val_loss: 0.0311295 | Time: 2132.13 ms [2022-04-07 05:57:55 main:574] : INFO : Epoch 1692 | loss: 0.0311215 | val_loss: 0.0311334 | Time: 2087.29 ms [2022-04-07 05:57:57 main:574] : INFO : Epoch 1693 | loss: 0.0311219 | val_loss: 0.0311325 | Time: 2109.89 ms [2022-04-07 05:57:59 main:574] : INFO : Epoch 1694 | loss: 0.0311206 | val_loss: 0.0311303 | Time: 2146.68 ms [2022-04-07 05:58:01 main:574] : INFO : Epoch 1695 | loss: 0.0311197 | val_loss: 0.0311309 | Time: 2125.98 ms [2022-04-07 05:58:03 main:574] : INFO : Epoch 1696 | loss: 0.031122 | val_loss: 0.0311329 | Time: 2128.69 ms [2022-04-07 05:58:05 main:574] : INFO : Epoch 1697 | loss: 0.0311206 | val_loss: 0.0311359 | Time: 2132.09 ms [2022-04-07 05:58:07 main:574] : INFO : Epoch 1698 | loss: 0.0311178 | val_loss: 0.0311324 | Time: 2060.38 ms [2022-04-07 05:58:10 main:574] : INFO : Epoch 1699 | loss: 0.0311177 | val_loss: 0.0311297 | Time: 2138.35 ms [2022-04-07 05:58:12 main:574] : INFO : Epoch 1700 | loss: 0.0311164 | val_loss: 0.0311282 | Time: 2108.68 ms [2022-04-07 05:58:14 main:574] : INFO : Epoch 1701 | loss: 0.0311155 | val_loss: 0.0311289 | Time: 2107.43 ms [2022-04-07 05:58:16 main:574] : INFO : Epoch 1702 | loss: 0.0311146 | val_loss: 0.0311271 | Time: 2069.46 ms [2022-04-07 05:58:18 main:574] : INFO : Epoch 1703 | loss: 0.0311237 | val_loss: 0.0311321 | Time: 2129.12 ms [2022-04-07 05:58:20 main:574] : INFO : Epoch 1704 | loss: 0.0311229 | val_loss: 0.031133 | Time: 2153.5 ms [2022-04-07 05:58:22 main:574] : INFO : Epoch 1705 | loss: 0.0311218 | val_loss: 0.0311315 | Time: 2127.59 ms [2022-04-07 05:58:24 main:574] : INFO : Epoch 1706 | loss: 0.0311197 | val_loss: 0.0311315 | Time: 2116.49 ms [2022-04-07 05:58:27 main:574] : INFO : Epoch 1707 | loss: 0.0311183 | val_loss: 0.0311317 | Time: 2164.63 ms [2022-04-07 05:58:29 main:574] : INFO : Epoch 1708 | loss: 0.0311175 | val_loss: 0.0311313 | Time: 2101.02 ms [2022-04-07 05:58:31 main:574] : INFO : Epoch 1709 | loss: 0.0311187 | val_loss: 0.0311307 | Time: 2117.45 ms [2022-04-07 05:58:33 main:574] : INFO : Epoch 1710 | loss: 0.031117 | val_loss: 0.0311291 | Time: 2078.61 ms [2022-04-07 05:58:35 main:574] : INFO : Epoch 1711 | loss: 0.0311164 | val_loss: 0.0311305 | Time: 2133.1 ms [2022-04-07 05:58:37 main:574] : INFO : Epoch 1712 | loss: 0.0311177 | val_loss: 0.0311286 | Time: 2117.61 ms [2022-04-07 05:58:39 main:574] : INFO : Epoch 1713 | loss: 0.0311222 | val_loss: 0.0311312 | Time: 2116.15 ms [2022-04-07 05:58:41 main:574] : INFO : Epoch 1714 | loss: 0.0311212 | val_loss: 0.0311297 | Time: 2163.87 ms [2022-04-07 05:58:44 main:574] : INFO : Epoch 1715 | loss: 0.0311185 | val_loss: 0.031129 | Time: 2114.06 ms [2022-04-07 05:58:46 main:574] : INFO : Epoch 1716 | loss: 0.0311163 | val_loss: 0.0311286 | Time: 2098.4 ms [2022-04-07 05:58:48 main:574] : INFO : Epoch 1717 | loss: 0.0311149 | val_loss: 0.0311292 | Time: 2097.73 ms [2022-04-07 05:58:50 main:574] : INFO : Epoch 1718 | loss: 0.0311166 | val_loss: 0.0311332 | Time: 2064.04 ms [2022-04-07 05:58:52 main:574] : INFO : Epoch 1719 | loss: 0.0311177 | val_loss: 0.0311308 | Time: 2058.42 ms [2022-04-07 05:58:54 main:574] : INFO : Epoch 1720 | loss: 0.0311157 | val_loss: 0.0311331 | Time: 2101.68 ms [2022-04-07 05:58:56 main:574] : INFO : Epoch 1721 | loss: 0.0311143 | val_loss: 0.0311319 | Time: 2020.85 ms [2022-04-07 05:58:58 main:574] : INFO : Epoch 1722 | loss: 0.0311143 | val_loss: 0.0311296 | Time: 2052.07 ms [2022-04-07 05:59:00 main:574] : INFO : Epoch 1723 | loss: 0.0311135 | val_loss: 0.0311277 | Time: 2061.7 ms [2022-04-07 05:59:02 main:574] : INFO : Epoch 1724 | loss: 0.0311127 | val_loss: 0.0311291 | Time: 2049.74 ms [2022-04-07 05:59:04 main:574] : INFO : Epoch 1725 | loss: 0.0311118 | val_loss: 0.031129 | Time: 2037.21 ms [2022-04-07 05:59:06 main:574] : INFO : Epoch 1726 | loss: 0.0311158 | val_loss: 0.0311402 | Time: 2032.51 ms [2022-04-07 05:59:08 main:574] : INFO : Epoch 1727 | loss: 0.0311159 | val_loss: 0.0311349 | Time: 2091.93 ms [2022-04-07 05:59:11 main:574] : INFO : Epoch 1728 | loss: 0.0311131 | val_loss: 0.0311314 | Time: 2045.68 ms [2022-04-07 05:59:13 main:574] : INFO : Epoch 1729 | loss: 0.0311099 | val_loss: 0.0311249 | Time: 2070.82 ms [2022-04-07 05:59:15 main:574] : INFO : Epoch 1730 | loss: 0.0311085 | val_loss: 0.0311261 | Time: 2043.8 ms [2022-04-07 05:59:17 main:574] : INFO : Epoch 1731 | loss: 0.0311091 | val_loss: 0.0311266 | Time: 1998.69 ms [2022-04-07 05:59:19 main:574] : INFO : Epoch 1732 | loss: 0.0311084 | val_loss: 0.0311255 | Time: 2060.27 ms [2022-04-07 05:59:21 main:574] : INFO : Epoch 1733 | loss: 0.0311078 | val_loss: 0.0311219 | Time: 2061.91 ms [2022-04-07 05:59:23 main:574] : INFO : Epoch 1734 | loss: 0.0311077 | val_loss: 0.0311212 | Time: 2101.12 ms [2022-04-07 05:59:25 main:574] : INFO : Epoch 1735 | loss: 0.03111 | val_loss: 0.0311234 | Time: 2062.21 ms [2022-04-07 05:59:27 main:574] : INFO : Epoch 1736 | loss: 0.0311099 | val_loss: 0.0311248 | Time: 2086.58 ms [2022-04-07 05:59:29 main:574] : INFO : Epoch 1737 | loss: 0.0311075 | val_loss: 0.0311195 | Time: 2035.91 ms [2022-04-07 05:59:31 main:574] : INFO : Epoch 1738 | loss: 0.0311059 | val_loss: 0.0311213 | Time: 2095.56 ms [2022-04-07 05:59:33 main:574] : INFO : Epoch 1739 | loss: 0.0311046 | val_loss: 0.0311206 | Time: 2061.96 ms [2022-04-07 05:59:35 main:574] : INFO : Epoch 1740 | loss: 0.0311066 | val_loss: 0.0311239 | Time: 2119.96 ms [2022-04-07 05:59:38 main:574] : INFO : Epoch 1741 | loss: 0.0311048 | val_loss: 0.0311187 | Time: 2044.15 ms [2022-04-07 05:59:40 main:574] : INFO : Epoch 1742 | loss: 0.0311071 | val_loss: 0.0311207 | Time: 2111.66 ms [2022-04-07 05:59:42 main:574] : INFO : Epoch 1743 | loss: 0.0311081 | val_loss: 0.0311218 | Time: 2110.9 ms [2022-04-07 05:59:44 main:574] : INFO : Epoch 1744 | loss: 0.031108 | val_loss: 0.031127 | Time: 2071.41 ms [2022-04-07 05:59:46 main:574] : INFO : Epoch 1745 | loss: 0.031109 | val_loss: 0.0311232 | Time: 2053.38 ms [2022-04-07 05:59:48 main:574] : INFO : Epoch 1746 | loss: 0.0311083 | val_loss: 0.0311276 | Time: 1999.24 ms [2022-04-07 05:59:50 main:574] : INFO : Epoch 1747 | loss: 0.0311058 | val_loss: 0.0311198 | Time: 2020.16 ms [2022-04-07 05:59:52 main:574] : INFO : Epoch 1748 | loss: 0.031105 | val_loss: 0.0311181 | Time: 2057.37 ms [2022-04-07 05:59:54 main:574] : INFO : Epoch 1749 | loss: 0.031103 | val_loss: 0.0311177 | Time: 2121.44 ms [2022-04-07 05:59:56 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.0311226 | Time: 2057.46 ms [2022-04-07 05:59:58 main:574] : INFO : Epoch 1751 | loss: 0.0311173 | val_loss: 0.0311315 | Time: 2077.85 ms [2022-04-07 06:00:00 main:574] : INFO : Epoch 1752 | loss: 0.0311169 | val_loss: 0.0311292 | Time: 2048.56 ms [2022-04-07 06:00:03 main:574] : INFO : Epoch 1753 | loss: 0.0311151 | val_loss: 0.0311334 | Time: 2163.33 ms [2022-04-07 06:00:05 main:574] : INFO : Epoch 1754 | loss: 0.0311122 | val_loss: 0.0311279 | Time: 2010.77 ms [2022-04-07 06:00:07 main:574] : INFO : Epoch 1755 | loss: 0.0311113 | val_loss: 0.0311275 | Time: 2024.02 ms [2022-04-07 06:00:09 main:574] : INFO : Epoch 1756 | loss: 0.0311092 | val_loss: 0.0311249 | Time: 2074.57 ms [2022-04-07 06:00:11 main:574] : INFO : Epoch 1757 | loss: 0.031108 | val_loss: 0.0311227 | Time: 2019.99 ms [2022-04-07 06:00:13 main:574] : INFO : Epoch 1758 | loss: 0.031107 | val_loss: 0.0311232 | Time: 2017.07 ms [2022-04-07 06:00:15 main:574] : INFO : Epoch 1759 | loss: 0.0311075 | val_loss: 0.0311238 | Time: 2082.96 ms [2022-04-07 06:00:17 main:574] : INFO : Epoch 1760 | loss: 0.0311065 | val_loss: 0.0311201 | Time: 2048.29 ms [2022-04-07 06:00:19 main:574] : INFO : Epoch 1761 | loss: 0.0311075 | val_loss: 0.0311219 | Time: 2061.81 ms [2022-04-07 06:00:21 main:574] : INFO : Epoch 1762 | loss: 0.0311055 | val_loss: 0.0311204 | Time: 2037.91 ms [2022-04-07 06:00:23 main:574] : INFO : Epoch 1763 | loss: 0.0311032 | val_loss: 0.0311169 | Time: 2030.92 ms [2022-04-07 06:00:25 main:574] : INFO : Epoch 1764 | loss: 0.0311059 | val_loss: 0.0311209 | Time: 2053.4 ms [2022-04-07 06:00:27 main:574] : INFO : Epoch 1765 | loss: 0.0311053 | val_loss: 0.0311198 | Time: 2041.11 ms [2022-04-07 06:00:29 main:574] : INFO : Epoch 1766 | loss: 0.0311042 | val_loss: 0.0311185 | Time: 2099.88 ms [2022-04-07 06:00:31 main:574] : INFO : Epoch 1767 | loss: 0.0311043 | val_loss: 0.0311173 | Time: 2125.18 ms [2022-04-07 06:00:33 main:574] : INFO : Epoch 1768 | loss: 0.0311034 | val_loss: 0.0311184 | Time: 2007.25 ms [2022-04-07 06:00:35 main:574] : INFO : Epoch 1769 | loss: 0.0311026 | val_loss: 0.0311185 | Time: 2061.22 ms [2022-04-07 06:00:38 main:574] : INFO : Epoch 1770 | loss: 0.0311015 | val_loss: 0.0311197 | Time: 2093.92 ms [2022-04-07 06:00:40 main:574] : INFO : Epoch 1771 | loss: 0.0311057 | val_loss: 0.0311248 | Time: 2030.26 ms [2022-04-07 06:00:42 main:574] : INFO : Epoch 1772 | loss: 0.03111 | val_loss: 0.0311219 | Time: 2033.71 ms [2022-04-07 06:00:44 main:574] : INFO : Epoch 1773 | loss: 0.031107 | val_loss: 0.0311167 | Time: 2100.29 ms [2022-04-07 06:00:46 main:574] : INFO : Epoch 1774 | loss: 0.0311063 | val_loss: 0.0311155 | Time: 2039.84 ms [2022-04-07 06:00:48 main:574] : INFO : Epoch 1775 | loss: 0.0311029 | val_loss: 0.0311113 | Time: 2009.91 ms [2022-04-07 06:00:50 main:574] : INFO : Epoch 1776 | loss: 0.0311005 | val_loss: 0.0311137 | Time: 2015.4 ms [2022-04-07 06:00:52 main:574] : INFO : Epoch 1777 | loss: 0.0310989 | val_loss: 0.0311168 | Time: 2000.06 ms [2022-04-07 06:00:54 main:574] : INFO : Epoch 1778 | loss: 0.0311035 | val_loss: 0.0311241 | Time: 2022.78 ms [2022-04-07 06:00:56 main:574] : INFO : Epoch 1779 | loss: 0.0311029 | val_loss: 0.0311144 | Time: 2048.96 ms [2022-04-07 06:00:58 main:574] : INFO : Epoch 1780 | loss: 0.0311022 | val_loss: 0.0311162 | Time: 1999.12 ms [2022-04-07 06:01:00 main:574] : INFO : Epoch 1781 | loss: 0.0311024 | val_loss: 0.0311171 | Time: 2085.23 ms [2022-04-07 06:01:02 main:574] : INFO : Epoch 1782 | loss: 0.0311009 | val_loss: 0.0311162 | Time: 2091.36 ms [2022-04-07 06:01:04 main:574] : INFO : Epoch 1783 | loss: 0.0310985 | val_loss: 0.0311129 | Time: 2066.33 ms [2022-04-07 06:01:06 main:574] : INFO : Epoch 1784 | loss: 0.0310981 | val_loss: 0.0311162 | Time: 2081.97 ms [2022-04-07 06:01:08 main:574] : INFO : Epoch 1785 | loss: 0.0310989 | val_loss: 0.0311169 | Time: 1983.39 ms [2022-04-07 06:01:10 main:574] : INFO : Epoch 1786 | loss: 0.0311026 | val_loss: 0.0311164 | Time: 1996.73 ms [2022-04-07 06:01:12 main:574] : INFO : Epoch 1787 | loss: 0.0311051 | val_loss: 0.0311192 | Time: 2028.06 ms [2022-04-07 06:01:14 main:574] : INFO : Epoch 1788 | loss: 0.0311039 | val_loss: 0.0311163 | Time: 2012.38 ms [2022-04-07 06:01:16 main:574] : INFO : Epoch 1789 | loss: 0.0311022 | val_loss: 0.0311124 | Time: 2049.25 ms [2022-04-07 06:01:19 main:574] : INFO : Epoch 1790 | loss: 0.031101 | val_loss: 0.0311135 | Time: 2039.59 ms [2022-04-07 06:01:21 main:574] : INFO : Epoch 1791 | loss: 0.0311002 | val_loss: 0.0311104 | Time: 2098.46 ms [2022-04-07 06:01:23 main:574] : INFO : Epoch 1792 | loss: 0.0310978 | val_loss: 0.031109 | Time: 2041.92 ms [2022-04-07 06:01:25 main:574] : INFO : Epoch 1793 | loss: 0.031099 | val_loss: 0.0311082 | Time: 2040.55 ms [2022-04-07 06:01:27 main:574] : INFO : Epoch 1794 | loss: 0.0311015 | val_loss: 0.0311132 | Time: 2033.93 ms [2022-04-07 06:01:29 main:574] : INFO : Epoch 1795 | loss: 0.0311031 | val_loss: 0.0311123 | Time: 2012.27 ms [2022-04-07 06:01:31 main:574] : INFO : Epoch 1796 | loss: 0.0311006 | val_loss: 0.0311089 | Time: 2021.87 ms [2022-04-07 06:01:33 main:574] : INFO : Epoch 1797 | loss: 0.0310978 | val_loss: 0.0311103 | Time: 2105.12 ms [2022-04-07 06:01:35 main:574] : INFO : Epoch 1798 | loss: 0.0310984 | val_loss: 0.0311086 | Time: 2102.77 ms [2022-04-07 06:01:37 main:574] : INFO : Epoch 1799 | loss: 0.031099 | val_loss: 0.031107 | Time: 2046.48 ms [2022-04-07 06:01:39 main:574] : INFO : Epoch 1800 | loss: 0.0310973 | val_loss: 0.0311103 | Time: 2060.21 ms [2022-04-07 06:01:41 main:574] : INFO : Epoch 1801 | loss: 0.0310973 | val_loss: 0.0311136 | Time: 2089.33 ms [2022-04-07 06:01:43 main:574] : INFO : Epoch 1802 | loss: 0.0310961 | val_loss: 0.0311109 | Time: 2082.18 ms [2022-04-07 06:01:45 main:574] : INFO : Epoch 1803 | loss: 0.0310938 | val_loss: 0.0311097 | Time: 2065.94 ms [2022-04-07 06:01:47 main:574] : INFO : Epoch 1804 | loss: 0.0310931 | val_loss: 0.0311109 | Time: 2012.99 ms [2022-04-07 06:01:50 main:574] : INFO : Epoch 1805 | loss: 0.0310924 | val_loss: 0.0311081 | Time: 2018.38 ms [2022-04-07 06:01:52 main:574] : INFO : Epoch 1806 | loss: 0.0310944 | val_loss: 0.0311115 | Time: 2080.89 ms [2022-04-07 06:01:54 main:574] : INFO : Epoch 1807 | loss: 0.031096 | val_loss: 0.031116 | Time: 2099.28 ms [2022-04-07 06:01:56 main:574] : INFO : Epoch 1808 | loss: 0.0310945 | val_loss: 0.0311173 | Time: 2047.25 ms [2022-04-07 06:01:58 main:574] : INFO : Epoch 1809 | loss: 0.0310942 | val_loss: 0.0311124 | Time: 2126.88 ms [2022-04-07 06:02:00 main:574] : INFO : Epoch 1810 | loss: 0.0310932 | val_loss: 0.0311097 | Time: 2094.12 ms [2022-04-07 06:02:02 main:574] : INFO : Epoch 1811 | loss: 0.0310942 | val_loss: 0.031107 | Time: 2030.26 ms [2022-04-07 06:02:04 main:574] : INFO : Epoch 1812 | loss: 0.0310921 | val_loss: 0.0311077 | Time: 2076.81 ms [2022-04-07 06:02:06 main:574] : INFO : Epoch 1813 | loss: 0.0310932 | val_loss: 0.0311068 | Time: 2082.13 ms [2022-04-07 06:02:08 main:574] : INFO : Epoch 1814 | loss: 0.0310935 | val_loss: 0.031105 | Time: 2041.6 ms [2022-04-07 06:02:10 main:574] : INFO : Epoch 1815 | loss: 0.0310933 | val_loss: 0.0311118 | Time: 2114.9 ms [2022-04-07 06:02:12 main:574] : INFO : Epoch 1816 | loss: 0.0310938 | val_loss: 0.0311076 | Time: 2048.92 ms [2022-04-07 06:02:15 main:574] : INFO : Epoch 1817 | loss: 0.0310911 | val_loss: 0.0311035 | Time: 2091.92 ms [2022-04-07 06:02:17 main:574] : INFO : Epoch 1818 | loss: 0.0310907 | val_loss: 0.0311041 | Time: 2079.46 ms [2022-04-07 06:02:19 main:574] : INFO : Epoch 1819 | loss: 0.0310889 | val_loss: 0.031104 | Time: 2043.11 ms [2022-04-07 06:02:21 main:574] : INFO : Epoch 1820 | loss: 0.0310909 | val_loss: 0.0311045 | Time: 2101.76 ms [2022-04-07 06:02:23 main:574] : INFO : Epoch 1821 | loss: 0.031088 | val_loss: 0.0311036 | Time: 2027.28 ms [2022-04-07 06:02:25 main:574] : INFO : Epoch 1822 | loss: 0.0310876 | val_loss: 0.031106 | Time: 2033.99 ms [2022-04-07 06:02:27 main:574] : INFO : Epoch 1823 | loss: 0.0310877 | val_loss: 0.0311043 | Time: 2006.77 ms [2022-04-07 06:02:29 main:574] : INFO : Epoch 1824 | loss: 0.0310879 | val_loss: 0.0311052 | Time: 2080.05 ms [2022-04-07 06:02:31 main:574] : INFO : Epoch 1825 | loss: 0.0310875 | val_loss: 0.0311032 | Time: 2069.76 ms [2022-04-07 06:02:33 main:574] : INFO : Epoch 1826 | loss: 0.0310867 | val_loss: 0.0311048 | Time: 2057.12 ms [2022-04-07 06:02:35 main:574] : INFO : Epoch 1827 | loss: 0.0310896 | val_loss: 0.0311081 | Time: 2135.38 ms [2022-04-07 06:02:37 main:574] : INFO : Epoch 1828 | loss: 0.0310878 | val_loss: 0.0311078 | Time: 2081.78 ms [2022-04-07 06:02:39 main:574] : INFO : Epoch 1829 | loss: 0.0310911 | val_loss: 0.0311159 | Time: 2090.36 ms [2022-04-07 06:02:42 main:574] : INFO : Epoch 1830 | loss: 0.0310963 | val_loss: 0.0311112 | Time: 2071.07 ms [2022-04-07 06:02:44 main:574] : INFO : Epoch 1831 | loss: 0.0310921 | val_loss: 0.0311074 | Time: 2073.74 ms [2022-04-07 06:02:46 main:574] : INFO : Epoch 1832 | loss: 0.0310911 | val_loss: 0.0311087 | Time: 2036.53 ms [2022-04-07 06:02:48 main:574] : INFO : Epoch 1833 | loss: 0.0310926 | val_loss: 0.031117 | Time: 2029.26 ms [2022-04-07 06:02:50 main:574] : INFO : Epoch 1834 | loss: 0.0310971 | val_loss: 0.0311093 | Time: 2111.29 ms [2022-04-07 06:02:52 main:574] : INFO : Epoch 1835 | loss: 0.0310953 | val_loss: 0.031106 | Time: 2069.39 ms [2022-04-07 06:02:54 main:574] : INFO : Epoch 1836 | loss: 0.0310944 | val_loss: 0.0311058 | Time: 2022.31 ms [2022-04-07 06:02:56 main:574] : INFO : Epoch 1837 | loss: 0.0310928 | val_loss: 0.0311066 | Time: 2095.95 ms [2022-04-07 06:02:58 main:574] : INFO : Epoch 1838 | loss: 0.0310911 | val_loss: 0.0311053 | Time: 2071.9 ms [2022-04-07 06:03:00 main:574] : INFO : Epoch 1839 | loss: 0.0310921 | val_loss: 0.0311128 | Time: 2082.59 ms [2022-04-07 06:03:02 main:574] : INFO : Epoch 1840 | loss: 0.0310981 | val_loss: 0.0311142 | Time: 2071.73 ms [2022-04-07 06:03:04 main:574] : INFO : Epoch 1841 | loss: 0.0310942 | val_loss: 0.0311142 | Time: 2074.79 ms [2022-04-07 06:03:07 main:574] : INFO : Epoch 1842 | loss: 0.0310908 | val_loss: 0.0311155 | Time: 2112.82 ms [2022-04-07 06:03:09 main:574] : INFO : Epoch 1843 | loss: 0.0310936 | val_loss: 0.0311133 | Time: 2064.25 ms [2022-04-07 06:03:11 main:574] : INFO : Epoch 1844 | loss: 0.0310921 | val_loss: 0.0311101 | Time: 2053.98 ms [2022-04-07 06:03:13 main:574] : INFO : Epoch 1845 | loss: 0.0310908 | val_loss: 0.0311132 | Time: 2018.71 ms [2022-04-07 06:03:15 main:574] : INFO : Epoch 1846 | loss: 0.0310924 | val_loss: 0.0311109 | Time: 2033.86 ms [2022-04-07 06:03:17 main:574] : INFO : Epoch 1847 | loss: 0.0310911 | val_loss: 0.0311069 | Time: 2059.85 ms [2022-04-07 06:03:19 main:574] : INFO : Epoch 1848 | loss: 0.031089 | val_loss: 0.0311059 | Time: 2034.88 ms [2022-04-07 06:03:21 main:574] : INFO : Epoch 1849 | loss: 0.0310909 | val_loss: 0.0311064 | Time: 2020.14 ms [2022-04-07 06:03:23 main:574] : INFO : Epoch 1850 | loss: 0.0310915 | val_loss: 0.0311072 | Time: 2041.21 ms [2022-04-07 06:03:25 main:574] : INFO : Epoch 1851 | loss: 0.0310937 | val_loss: 0.0311089 | Time: 2058.4 ms [2022-04-07 06:03:27 main:574] : INFO : Epoch 1852 | loss: 0.0310927 | val_loss: 0.0311105 | Time: 2044.02 ms [2022-04-07 06:03:29 main:574] : INFO : Epoch 1853 | loss: 0.0310899 | val_loss: 0.0311093 | Time: 2046.91 ms [2022-04-07 06:03:31 main:574] : INFO : Epoch 1854 | loss: 0.0310889 | val_loss: 0.0311069 | Time: 2035.26 ms [2022-04-07 06:03:33 main:574] : INFO : Epoch 1855 | loss: 0.0310918 | val_loss: 0.0311104 | Time: 2074.51 ms [2022-04-07 06:03:35 main:574] : INFO : Epoch 1856 | loss: 0.0310872 | val_loss: 0.0311065 | Time: 2030.78 ms [2022-04-07 06:03:37 main:574] : INFO : Epoch 1857 | loss: 0.031086 | val_loss: 0.0311057 | Time: 2002.28 ms [2022-04-07 06:03:39 main:574] : INFO : Epoch 1858 | loss: 0.0310867 | val_loss: 0.0311085 | Time: 2051.39 ms [2022-04-07 06:03:41 main:574] : INFO : Epoch 1859 | loss: 0.031086 | val_loss: 0.0311056 | Time: 2050.25 ms [2022-04-07 06:03:44 main:574] : INFO : Epoch 1860 | loss: 0.0310876 | val_loss: 0.0311089 | Time: 2095.57 ms [2022-04-07 06:03:46 main:574] : INFO : Epoch 1861 | loss: 0.0310873 | val_loss: 0.0311079 | Time: 2091.9 ms [2022-04-07 06:03:48 main:574] : INFO : Epoch 1862 | loss: 0.0310841 | val_loss: 0.0311085 | Time: 2038.09 ms [2022-04-07 06:03:50 main:574] : INFO : Epoch 1863 | loss: 0.0310843 | val_loss: 0.031106 | Time: 2094.32 ms [2022-04-07 06:03:52 main:574] : INFO : Epoch 1864 | loss: 0.0310835 | val_loss: 0.0311091 | Time: 2059.88 ms [2022-04-07 06:03:54 main:574] : INFO : Epoch 1865 | loss: 0.0310854 | val_loss: 0.0311072 | Time: 2064.75 ms [2022-04-07 06:03:56 main:574] : INFO : Epoch 1866 | loss: 0.0310853 | val_loss: 0.0311089 | Time: 2062.1 ms [2022-04-07 06:03:58 main:574] : INFO : Epoch 1867 | loss: 0.031085 | val_loss: 0.0311075 | Time: 2025.2 ms [2022-04-07 06:04:00 main:574] : INFO : Epoch 1868 | loss: 0.0310866 | val_loss: 0.0311099 | Time: 2124.47 ms [2022-04-07 06:04:02 main:574] : INFO : Epoch 1869 | loss: 0.031097 | val_loss: 0.0311195 | Time: 2018.29 ms [2022-04-07 06:04:04 main:574] : INFO : Epoch 1870 | loss: 0.0311062 | val_loss: 0.0311131 | Time: 2068.03 ms [2022-04-07 06:04:06 main:574] : INFO : Epoch 1871 | loss: 0.0311014 | val_loss: 0.0311101 | Time: 2018.45 ms [2022-04-07 06:04:08 main:574] : INFO : Epoch 1872 | loss: 0.0310982 | val_loss: 0.031112 | Time: 2018.78 ms [2022-04-07 06:04:10 main:574] : INFO : Epoch 1873 | loss: 0.0310929 | val_loss: 0.0311102 | Time: 2031.13 ms [2022-04-07 06:04:12 main:574] : INFO : Epoch 1874 | loss: 0.0310913 | val_loss: 0.0311094 | Time: 2049.13 ms [2022-04-07 06:04:14 main:574] : INFO : Epoch 1875 | loss: 0.0310934 | val_loss: 0.0311108 | Time: 2046.67 ms [2022-04-07 06:04:17 main:574] : INFO : Epoch 1876 | loss: 0.0310921 | val_loss: 0.0311073 | Time: 2034.32 ms [2022-04-07 06:04:19 main:574] : INFO : Epoch 1877 | loss: 0.031089 | val_loss: 0.0311055 | Time: 2037.11 ms [2022-04-07 06:04:21 main:574] : INFO : Epoch 1878 | loss: 0.0310901 | val_loss: 0.0311072 | Time: 2102.8 ms [2022-04-07 06:04:23 main:574] : INFO : Epoch 1879 | loss: 0.0310928 | val_loss: 0.0311095 | Time: 2050.5 ms [2022-04-07 06:04:25 main:574] : INFO : Epoch 1880 | loss: 0.0310925 | val_loss: 0.0311057 | Time: 2160.16 ms [2022-04-07 06:04:27 main:574] : INFO : Epoch 1881 | loss: 0.0311027 | val_loss: 0.0311146 | Time: 2082.32 ms [2022-04-07 06:04:29 main:574] : INFO : Epoch 1882 | loss: 0.0310979 | val_loss: 0.0311158 | Time: 2029.21 ms [2022-04-07 06:04:31 main:574] : INFO : Epoch 1883 | loss: 0.0310955 | val_loss: 0.0311093 | Time: 2050.5 ms [2022-04-07 06:04:33 main:574] : INFO : Epoch 1884 | loss: 0.0310939 | val_loss: 0.0311076 | Time: 2086.15 ms [2022-04-07 06:04:35 main:574] : INFO : Epoch 1885 | loss: 0.0310917 | val_loss: 0.0311127 | Time: 2034.23 ms [2022-04-07 06:04:37 main:574] : INFO : Epoch 1886 | loss: 0.0311021 | val_loss: 0.0311241 | Time: 2027.11 ms [2022-04-07 06:04:39 main:574] : INFO : Epoch 1887 | loss: 0.0311018 | val_loss: 0.0311079 | Time: 1999.83 ms [2022-04-07 06:04:41 main:574] : INFO : Epoch 1888 | loss: 0.0310964 | val_loss: 0.0311165 | Time: 2081.52 ms [2022-04-07 06:04:43 main:574] : INFO : Epoch 1889 | loss: 0.0310939 | val_loss: 0.0311051 | Time: 2096.26 ms [2022-04-07 06:04:46 main:574] : INFO : Epoch 1890 | loss: 0.0310908 | val_loss: 0.0311071 | Time: 2077.21 ms [2022-04-07 06:04:48 main:574] : INFO : Epoch 1891 | loss: 0.0310901 | val_loss: 0.0311023 | Time: 2052.3 ms [2022-04-07 06:04:50 main:574] : INFO : Epoch 1892 | loss: 0.0310878 | val_loss: 0.031111 | Time: 2064.27 ms [2022-04-07 06:04:52 main:574] : INFO : Epoch 1893 | loss: 0.0310867 | val_loss: 0.0311034 | Time: 2064.38 ms [2022-04-07 06:04:54 main:574] : INFO : Epoch 1894 | loss: 0.0310881 | val_loss: 0.0311028 | Time: 2028.96 ms [2022-04-07 06:04:56 main:574] : INFO : Epoch 1895 | loss: 0.0310919 | val_loss: 0.0311024 | Time: 2055.5 ms [2022-04-07 06:04:58 main:574] : INFO : Epoch 1896 | loss: 0.0310883 | val_loss: 0.0311006 | Time: 2032.36 ms [2022-04-07 06:05:00 main:574] : INFO : Epoch 1897 | loss: 0.0310873 | val_loss: 0.0310987 | Time: 2058.42 ms [2022-04-07 06:05:02 main:574] : INFO : Epoch 1898 | loss: 0.0310903 | val_loss: 0.0311083 | Time: 2094.57 ms [2022-04-07 06:05:04 main:574] : INFO : Epoch 1899 | loss: 0.0310953 | val_loss: 0.0311068 | Time: 2139.8 ms [2022-04-07 06:05:06 main:574] : INFO : Epoch 1900 | loss: 0.0310933 | val_loss: 0.0311079 | Time: 2029.01 ms [2022-04-07 06:05:08 main:574] : INFO : Epoch 1901 | loss: 0.0310914 | val_loss: 0.0311054 | Time: 2100.59 ms [2022-04-07 06:05:10 main:574] : INFO : Epoch 1902 | loss: 0.0310899 | val_loss: 0.0311061 | Time: 2092.36 ms [2022-04-07 06:05:12 main:574] : INFO : Epoch 1903 | loss: 0.0310893 | val_loss: 0.0311072 | Time: 2006.17 ms [2022-04-07 06:05:15 main:574] : INFO : Epoch 1904 | loss: 0.0310915 | val_loss: 0.0311032 | Time: 2074.12 ms [2022-04-07 06:05:17 main:574] : INFO : Epoch 1905 | loss: 0.0310895 | val_loss: 0.0311042 | Time: 2053.83 ms [2022-04-07 06:05:19 main:574] : INFO : Epoch 1906 | loss: 0.0310926 | val_loss: 0.0311053 | Time: 2008.33 ms [2022-04-07 06:05:21 main:574] : INFO : Epoch 1907 | loss: 0.0310905 | val_loss: 0.0311046 | Time: 2076.22 ms [2022-04-07 06:05:23 main:574] : INFO : Epoch 1908 | loss: 0.0310948 | val_loss: 0.0311046 | Time: 2059.65 ms [2022-04-07 06:05:25 main:574] : INFO : Epoch 1909 | loss: 0.0310938 | val_loss: 0.0311076 | Time: 2018.19 ms [2022-04-07 06:05:27 main:574] : INFO : Epoch 1910 | loss: 0.0310956 | val_loss: 0.0311075 | Time: 2060.51 ms [2022-04-07 06:05:29 main:574] : INFO : Epoch 1911 | loss: 0.0310937 | val_loss: 0.0311065 | Time: 2003.94 ms [2022-04-07 06:05:31 main:574] : INFO : Epoch 1912 | loss: 0.0310925 | val_loss: 0.0311132 | Time: 2035.75 ms [2022-04-07 06:05:33 main:574] : INFO : Epoch 1913 | loss: 0.0310958 | val_loss: 0.0311089 | Time: 2063.93 ms [2022-04-07 06:05:35 main:574] : INFO : Epoch 1914 | loss: 0.0310952 | val_loss: 0.0311041 | Time: 2080.85 ms [2022-04-07 06:05:37 main:574] : INFO : Epoch 1915 | loss: 0.0310897 | val_loss: 0.0311023 | Time: 2065.23 ms [2022-04-07 06:05:39 main:574] : INFO : Epoch 1916 | loss: 0.0310909 | val_loss: 0.0311034 | Time: 2031.47 ms [2022-04-07 06:05:41 main:574] : INFO : Epoch 1917 | loss: 0.0310895 | val_loss: 0.0311018 | Time: 2061.62 ms [2022-04-07 06:05:43 main:574] : INFO : Epoch 1918 | loss: 0.031088 | val_loss: 0.031105 | Time: 2006.86 ms [2022-04-07 06:05:45 main:574] : INFO : Epoch 1919 | loss: 0.0310896 | val_loss: 0.031102 | Time: 1984.83 ms [2022-04-07 06:05:47 main:574] : INFO : Epoch 1920 | loss: 0.0310871 | val_loss: 0.031101 | Time: 2077.26 ms [2022-04-07 06:05:49 main:574] : INFO : Epoch 1921 | loss: 0.0310886 | val_loss: 0.0311019 | Time: 1972.01 ms [2022-04-07 06:05:52 main:574] : INFO : Epoch 1922 | loss: 0.0310867 | val_loss: 0.0311027 | Time: 2238.4 ms [2022-04-07 06:05:54 main:574] : INFO : Epoch 1923 | loss: 0.0310873 | val_loss: 0.0310998 | Time: 2053.64 ms [2022-04-07 06:05:56 main:574] : INFO : Epoch 1924 | loss: 0.0310878 | val_loss: 0.031099 | Time: 2100.7 ms [2022-04-07 06:05:58 main:574] : INFO : Epoch 1925 | loss: 0.031087 | val_loss: 0.0311011 | Time: 2116.93 ms [2022-04-07 06:06:00 main:574] : INFO : Epoch 1926 | loss: 0.0310851 | val_loss: 0.0311012 | Time: 2033.24 ms [2022-04-07 06:06:02 main:574] : INFO : Epoch 1927 | loss: 0.0310917 | val_loss: 0.0311099 | Time: 2126.32 ms [2022-04-07 06:06:04 main:574] : INFO : Epoch 1928 | loss: 0.031091 | val_loss: 0.0311013 | Time: 2088.35 ms [2022-04-07 06:06:06 main:574] : INFO : Epoch 1929 | loss: 0.0310881 | val_loss: 0.0311003 | Time: 2017.12 ms [2022-04-07 06:06:08 main:574] : INFO : Epoch 1930 | loss: 0.0310876 | val_loss: 0.0310987 | Time: 2108.09 ms [2022-04-07 06:06:10 main:574] : INFO : Epoch 1931 | loss: 0.0310876 | val_loss: 0.0310997 | Time: 2103.2 ms [2022-04-07 06:06:12 main:574] : INFO : Epoch 1932 | loss: 0.0310841 | val_loss: 0.0310992 | Time: 2018.48 ms [2022-04-07 06:06:14 main:574] : INFO : Epoch 1933 | loss: 0.0310867 | val_loss: 0.0311054 | Time: 2048.81 ms [2022-04-07 06:06:17 main:574] : INFO : Epoch 1934 | loss: 0.0310897 | val_loss: 0.0311043 | Time: 2092.78 ms [2022-04-07 06:06:19 main:574] : INFO : Epoch 1935 | loss: 0.0310856 | val_loss: 0.0311103 | Time: 2052.28 ms [2022-04-07 06:06:21 main:574] : INFO : Epoch 1936 | loss: 0.0310853 | val_loss: 0.0310998 | Time: 2057.79 ms [2022-04-07 06:06:23 main:574] : INFO : Epoch 1937 | loss: 0.0310831 | val_loss: 0.0311042 | Time: 2052.71 ms [2022-04-07 06:06:25 main:574] : INFO : Epoch 1938 | loss: 0.031081 | val_loss: 0.031099 | Time: 2077.01 ms [2022-04-07 06:06:27 main:574] : INFO : Epoch 1939 | loss: 0.0310891 | val_loss: 0.0311036 | Time: 2035.68 ms [2022-04-07 06:06:29 main:574] : INFO : Epoch 1940 | loss: 0.0310877 | val_loss: 0.0311021 | Time: 2086.07 ms [2022-04-07 06:06:31 main:574] : INFO : Epoch 1941 | loss: 0.0310849 | val_loss: 0.0310997 | Time: 2035.7 ms [2022-04-07 06:06:33 main:574] : INFO : Epoch 1942 | loss: 0.031083 | val_loss: 0.0310985 | Time: 2056.14 ms [2022-04-07 06:06:35 main:574] : INFO : Epoch 1943 | loss: 0.0310837 | val_loss: 0.0311002 | Time: 2066.5 ms [2022-04-07 06:06:37 main:574] : INFO : Epoch 1944 | loss: 0.0310822 | val_loss: 0.0310974 | Time: 2011.11 ms [2022-04-07 06:06:39 main:574] : INFO : Epoch 1945 | loss: 0.0310798 | val_loss: 0.031096 | Time: 2046.38 ms [2022-04-07 06:06:41 main:574] : INFO : Epoch 1946 | loss: 0.0310802 | val_loss: 0.0310993 | Time: 2098.44 ms [2022-04-07 06:06:43 main:574] : INFO : Epoch 1947 | loss: 0.0310806 | val_loss: 0.0310953 | Time: 2040.39 ms [2022-04-07 06:06:46 main:574] : INFO : Epoch 1948 | loss: 0.0310802 | val_loss: 0.0310993 | Time: 2071.26 ms [2022-04-07 06:06:48 main:574] : INFO : Epoch 1949 | loss: 0.0310828 | val_loss: 0.0310999 | Time: 2052.15 ms [2022-04-07 06:06:50 main:574] : INFO : Epoch 1950 | loss: 0.0310802 | val_loss: 0.0310966 | Time: 2046.79 ms [2022-04-07 06:06:52 main:574] : INFO : Epoch 1951 | loss: 0.0310803 | val_loss: 0.0310962 | Time: 2101.76 ms [2022-04-07 06:06:54 main:574] : INFO : Epoch 1952 | loss: 0.0310795 | val_loss: 0.0311005 | Time: 2077.74 ms [2022-04-07 06:06:56 main:574] : INFO : Epoch 1953 | loss: 0.0310816 | val_loss: 0.0311018 | Time: 2087.61 ms [2022-04-07 06:06:58 main:574] : INFO : Epoch 1954 | loss: 0.0310813 | val_loss: 0.0311015 | Time: 2066.41 ms [2022-04-07 06:07:00 main:574] : INFO : Epoch 1955 | loss: 0.0310814 | val_loss: 0.0311016 | Time: 2062.36 ms [2022-04-07 06:07:02 main:574] : INFO : Epoch 1956 | loss: 0.0310798 | val_loss: 0.0311053 | Time: 2037.64 ms [2022-04-07 06:07:04 main:574] : INFO : Epoch 1957 | loss: 0.0310811 | val_loss: 0.0311003 | Time: 2008.96 ms [2022-04-07 06:07:06 main:574] : INFO : Epoch 1958 | loss: 0.0310776 | val_loss: 0.031099 | Time: 2022.59 ms [2022-04-07 06:07:08 main:574] : INFO : Epoch 1959 | loss: 0.0310791 | val_loss: 0.0311003 | Time: 2063.05 ms [2022-04-07 06:07:10 main:574] : INFO : Epoch 1960 | loss: 0.0310843 | val_loss: 0.0311069 | Time: 2042.41 ms [2022-04-07 06:07:12 main:574] : INFO : Epoch 1961 | loss: 0.0310869 | val_loss: 0.0310978 | Time: 2044.99 ms [2022-04-07 06:07:14 main:574] : INFO : Epoch 1962 | loss: 0.031086 | val_loss: 0.031101 | Time: 2095.9 ms [2022-04-07 06:07:17 main:574] : INFO : Epoch 1963 | loss: 0.0310826 | val_loss: 0.0311041 | Time: 2080.45 ms [2022-04-07 06:07:19 main:574] : INFO : Epoch 1964 | loss: 0.0310845 | val_loss: 0.0310998 | Time: 2010.56 ms [2022-04-07 06:07:21 main:574] : INFO : Epoch 1965 | loss: 0.0310841 | val_loss: 0.0311069 | Time: 2064.86 ms [2022-04-07 06:07:23 main:574] : INFO : Epoch 1966 | loss: 0.0310866 | val_loss: 0.031103 | Time: 2048.9 ms [2022-04-07 06:07:25 main:574] : INFO : Epoch 1967 | loss: 0.0310806 | val_loss: 0.0311 | Time: 2073.29 ms [2022-04-07 06:07:27 main:574] : INFO : Epoch 1968 | loss: 0.0310817 | val_loss: 0.0311089 | Time: 2043.77 ms [2022-04-07 06:07:29 main:574] : INFO : Epoch 1969 | loss: 0.031085 | val_loss: 0.0310997 | Time: 2004.82 ms [2022-04-07 06:07:31 main:574] : INFO : Epoch 1970 | loss: 0.0310853 | val_loss: 0.0310978 | Time: 2043.17 ms [2022-04-07 06:07:33 main:574] : INFO : Epoch 1971 | loss: 0.0310844 | val_loss: 0.0310973 | Time: 2039.06 ms [2022-04-07 06:07:35 main:574] : INFO : Epoch 1972 | loss: 0.0310866 | val_loss: 0.0311011 | Time: 2055.45 ms [2022-04-07 06:07:37 main:574] : INFO : Epoch 1973 | loss: 0.0310831 | val_loss: 0.0310984 | Time: 2037.24 ms [2022-04-07 06:07:39 main:574] : INFO : Epoch 1974 | loss: 0.0310874 | val_loss: 0.031106 | Time: 2070.93 ms [2022-04-07 06:07:41 main:574] : INFO : Epoch 1975 | loss: 0.031105 | val_loss: 0.0311178 | Time: 2002.84 ms [2022-04-07 06:07:43 main:574] : INFO : Epoch 1976 | loss: 0.0311158 | val_loss: 0.031122 | Time: 2057.15 ms [2022-04-07 06:07:45 main:574] : INFO : Epoch 1977 | loss: 0.0311167 | val_loss: 0.031118 | Time: 1994.64 ms [2022-04-07 06:07:47 main:574] : INFO : Epoch 1978 | loss: 0.031111 | val_loss: 0.0311112 | Time: 2088.27 ms [2022-04-07 06:07:49 main:574] : INFO : Epoch 1979 | loss: 0.0311056 | val_loss: 0.0311133 | Time: 2006 ms [2022-04-07 06:07:51 main:574] : INFO : Epoch 1980 | loss: 0.0311086 | val_loss: 0.0311124 | Time: 2043.42 ms [2022-04-07 06:07:53 main:574] : INFO : Epoch 1981 | loss: 0.0311051 | val_loss: 0.0311079 | Time: 2036.4 ms [2022-04-07 06:07:55 main:574] : INFO : Epoch 1982 | loss: 0.0310996 | val_loss: 0.0311096 | Time: 2071.98 ms [2022-04-07 06:07:58 main:574] : INFO : Epoch 1983 | loss: 0.0310996 | val_loss: 0.0311033 | Time: 2078.66 ms [2022-04-07 06:08:00 main:574] : INFO : Epoch 1984 | loss: 0.031095 | val_loss: 0.0311056 | Time: 2023.53 ms [2022-04-07 06:08:02 main:574] : INFO : Epoch 1985 | loss: 0.0310958 | val_loss: 0.0311046 | Time: 2036.49 ms [2022-04-07 06:08:04 main:574] : INFO : Epoch 1986 | loss: 0.0310955 | val_loss: 0.0310997 | Time: 2158.38 ms [2022-04-07 06:08:06 main:574] : INFO : Epoch 1987 | loss: 0.0310944 | val_loss: 0.0311058 | Time: 2064.79 ms [2022-04-07 06:08:08 main:574] : INFO : Epoch 1988 | loss: 0.0310946 | val_loss: 0.0310997 | Time: 2036.64 ms [2022-04-07 06:08:10 main:574] : INFO : Epoch 1989 | loss: 0.0310896 | val_loss: 0.0310984 | Time: 2044.53 ms [2022-04-07 06:08:12 main:574] : INFO : Epoch 1990 | loss: 0.0310879 | val_loss: 0.0311022 | Time: 2101.5 ms [2022-04-07 06:08:14 main:574] : INFO : Epoch 1991 | loss: 0.0310929 | val_loss: 0.0311096 | Time: 2039.91 ms [2022-04-07 06:08:16 main:574] : INFO : Epoch 1992 | loss: 0.0310954 | val_loss: 0.0311013 | Time: 2025.72 ms [2022-04-07 06:08:18 main:574] : INFO : Epoch 1993 | loss: 0.0310959 | val_loss: 0.0311038 | Time: 2082.83 ms [2022-04-07 06:08:20 main:574] : INFO : Epoch 1994 | loss: 0.0310966 | val_loss: 0.0311063 | Time: 2020.66 ms [2022-04-07 06:08:22 main:574] : INFO : Epoch 1995 | loss: 0.0310936 | val_loss: 0.0311014 | Time: 1977.83 ms [2022-04-07 06:08:24 main:574] : INFO : Epoch 1996 | loss: 0.0310923 | val_loss: 0.0310991 | Time: 2070.84 ms [2022-04-07 06:08:26 main:574] : INFO : Epoch 1997 | loss: 0.0310976 | val_loss: 0.0311147 | Time: 2062.23 ms [2022-04-07 06:08:29 main:574] : INFO : Epoch 1998 | loss: 0.0311022 | val_loss: 0.0311074 | Time: 2011.1 ms [2022-04-07 06:08:31 main:574] : INFO : Epoch 1999 | loss: 0.0310988 | val_loss: 0.0311078 | Time: 2039.06 ms [2022-04-07 06:08:33 main:574] : INFO : Epoch 2000 | loss: 0.0310972 | val_loss: 0.0311077 | Time: 2033.38 ms [2022-04-07 06:08:35 main:574] : INFO : Epoch 2001 | loss: 0.0310971 | val_loss: 0.031107 | Time: 2088.02 ms [2022-04-07 06:08:37 main:574] : INFO : Epoch 2002 | loss: 0.031095 | val_loss: 0.0311064 | Time: 2026.74 ms [2022-04-07 06:08:39 main:574] : INFO : Epoch 2003 | loss: 0.0311005 | val_loss: 0.0311076 | Time: 2068.78 ms [2022-04-07 06:08:41 main:574] : INFO : Epoch 2004 | loss: 0.0310965 | val_loss: 0.0311055 | Time: 2077.58 ms [2022-04-07 06:08:43 main:574] : INFO : Epoch 2005 | loss: 0.0310928 | val_loss: 0.0311083 | Time: 2030.44 ms [2022-04-07 06:08:45 main:574] : INFO : Epoch 2006 | loss: 0.0310934 | val_loss: 0.0311029 | Time: 2062.68 ms [2022-04-07 06:08:47 main:574] : INFO : Epoch 2007 | loss: 0.0310912 | val_loss: 0.0311063 | Time: 2099.41 ms [2022-04-07 06:08:49 main:574] : INFO : Epoch 2008 | loss: 0.0310964 | val_loss: 0.0311075 | Time: 2006.61 ms [2022-04-07 06:08:51 main:574] : INFO : Epoch 2009 | loss: 0.0310925 | val_loss: 0.0310966 | Time: 2150.19 ms [2022-04-07 06:08:53 main:574] : INFO : Epoch 2010 | loss: 0.0310903 | val_loss: 0.031096 | Time: 2064.75 ms [2022-04-07 06:08:55 main:574] : INFO : Epoch 2011 | loss: 0.031089 | val_loss: 0.0311036 | Time: 2058.15 ms [2022-04-07 06:08:58 main:574] : INFO : Epoch 2012 | loss: 0.0310933 | val_loss: 0.0311022 | Time: 2087.03 ms [2022-04-07 06:09:00 main:574] : INFO : Epoch 2013 | loss: 0.031092 | val_loss: 0.0311105 | Time: 2048.84 ms [2022-04-07 06:09:02 main:574] : INFO : Epoch 2014 | loss: 0.0310872 | val_loss: 0.0311019 | Time: 2022.72 ms [2022-04-07 06:09:04 main:574] : INFO : Epoch 2015 | loss: 0.0310864 | val_loss: 0.0311091 | Time: 2089.24 ms [2022-04-07 06:09:06 main:574] : INFO : Epoch 2016 | loss: 0.0310881 | val_loss: 0.0311047 | Time: 2039.48 ms [2022-04-07 06:09:08 main:574] : INFO : Epoch 2017 | loss: 0.031085 | val_loss: 0.0311028 | Time: 2057.69 ms [2022-04-07 06:09:10 main:574] : INFO : Epoch 2018 | loss: 0.0310845 | val_loss: 0.0311003 | Time: 2065.1 ms [2022-04-07 06:09:12 main:574] : INFO : Epoch 2019 | loss: 0.031085 | val_loss: 0.0311076 | Time: 2005.3 ms [2022-04-07 06:09:14 main:574] : INFO : Epoch 2020 | loss: 0.0310859 | val_loss: 0.0311049 | Time: 1995.5 ms [2022-04-07 06:09:16 main:574] : INFO : Epoch 2021 | loss: 0.0310838 | val_loss: 0.0310999 | Time: 1989.54 ms [2022-04-07 06:09:18 main:574] : INFO : Epoch 2022 | loss: 0.0310834 | val_loss: 0.0310991 | Time: 2062.77 ms [2022-04-07 06:09:20 main:574] : INFO : Epoch 2023 | loss: 0.0310834 | val_loss: 0.0311036 | Time: 2081.89 ms [2022-04-07 06:09:22 main:574] : INFO : Epoch 2024 | loss: 0.0310832 | val_loss: 0.0311015 | Time: 1998.53 ms [2022-04-07 06:09:24 main:574] : INFO : Epoch 2025 | loss: 0.0310833 | val_loss: 0.0311047 | Time: 2092.87 ms [2022-04-07 06:09:26 main:574] : INFO : Epoch 2026 | loss: 0.0310838 | val_loss: 0.0311033 | Time: 2054.66 ms [2022-04-07 06:09:28 main:574] : INFO : Epoch 2027 | loss: 0.0310822 | val_loss: 0.0311034 | Time: 2030.58 ms [2022-04-07 06:09:30 main:574] : INFO : Epoch 2028 | loss: 0.0310805 | val_loss: 0.0311031 | Time: 2080.21 ms [2022-04-07 06:09:32 main:574] : INFO : Epoch 2029 | loss: 0.0310791 | val_loss: 0.0310992 | Time: 2047.35 ms [2022-04-07 06:09:35 main:574] : INFO : Epoch 2030 | loss: 0.0310792 | val_loss: 0.0310979 | Time: 2040.83 ms [2022-04-07 06:09:37 main:574] : INFO : Epoch 2031 | loss: 0.0310828 | val_loss: 0.031099 | Time: 2070.79 ms [2022-04-07 06:09:39 main:574] : INFO : Epoch 2032 | loss: 0.0310836 | val_loss: 0.0310999 | Time: 2132.73 ms [2022-04-07 06:09:41 main:574] : INFO : Epoch 2033 | loss: 0.0310817 | val_loss: 0.0310975 | Time: 2083.72 ms [2022-04-07 06:09:43 main:574] : INFO : Epoch 2034 | loss: 0.0310838 | val_loss: 0.0310946 | Time: 2069.69 ms [2022-04-07 06:09:45 main:574] : INFO : Epoch 2035 | loss: 0.0310806 | val_loss: 0.0310953 | Time: 2057.34 ms [2022-04-07 06:09:47 main:574] : INFO : Epoch 2036 | loss: 0.0310811 | val_loss: 0.0310969 | Time: 2083.44 ms [2022-04-07 06:09:49 main:574] : INFO : Epoch 2037 | loss: 0.0310868 | val_loss: 0.0310954 | Time: 2025.14 ms [2022-04-07 06:09:51 main:574] : INFO : Epoch 2038 | loss: 0.0310838 | val_loss: 0.0311004 | Time: 2028.69 ms [2022-04-07 06:09:53 main:574] : INFO : Epoch 2039 | loss: 0.031084 | val_loss: 0.0310966 | Time: 2095.6 ms [2022-04-07 06:09:55 main:574] : INFO : Epoch 2040 | loss: 0.0310836 | val_loss: 0.0310939 | Time: 2088.32 ms [2022-04-07 06:09:57 main:574] : INFO : Epoch 2041 | loss: 0.0310903 | val_loss: 0.0311079 | Time: 2072.95 ms [2022-04-07 06:09:59 main:574] : INFO : Epoch 2042 | loss: 0.0311103 | val_loss: 0.0311214 | Time: 2026.31 ms [2022-04-07 06:10:02 main:574] : INFO : Epoch 2043 | loss: 0.0311068 | val_loss: 0.0311134 | Time: 2084.07 ms [2022-04-07 06:10:04 main:574] : INFO : Epoch 2044 | loss: 0.0310955 | val_loss: 0.0311069 | Time: 2039.23 ms [2022-04-07 06:10:06 main:574] : INFO : Epoch 2045 | loss: 0.0310894 | val_loss: 0.0310965 | Time: 2114.49 ms [2022-04-07 06:10:08 main:574] : INFO : Epoch 2046 | loss: 0.0310854 | val_loss: 0.0311024 | Time: 2037.71 ms [2022-04-07 06:10:10 main:574] : INFO : Epoch 2047 | loss: 0.0310849 | val_loss: 0.0310986 | Time: 2042.58 ms [2022-04-07 06:10:12 main:574] : INFO : Epoch 2048 | loss: 0.0310842 | val_loss: 0.0311021 | Time: 2042.4 ms [2022-04-07 06:10:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311021 [2022-04-07 06:10:12 main:603] : INFO : Saving end state to config to file [2022-04-07 06:10:12 main:608] : INFO : Success, exiting.. 06:10:12 (23912): 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)