Task 5169496
| Name | ParityModified-1619235399-8692-2_0 |
| Workunit | 3106204 |
| Created | 9 May 2021, 13:05:29 UTC |
| Sent | 18 May 2021, 5:42:45 UTC |
| Report deadline | 25 May 2021, 5:42:45 UTC |
| Received | 19 May 2021, 3:02:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 312 |
| Run time | 58 min 7 sec |
| CPU time | 58 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,339.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 21:47:56 main:581] : INFO : Epoch 1538 | loss: 0.0319273 | val_loss: 0.11834 | Time: 1703 ms [2021-05-18 21:47:58 main:581] : INFO : Epoch 1539 | loss: 0.0556756 | val_loss: 0.0480265 | Time: 1702.49 ms [2021-05-18 21:47:59 main:581] : INFO : Epoch 1540 | loss: 0.0352139 | val_loss: 0.0328598 | Time: 1637.79 ms [2021-05-18 21:48:01 main:581] : INFO : Epoch 1541 | loss: 0.0318238 | val_loss: 0.0315156 | Time: 1819.59 ms [2021-05-18 21:48:03 main:581] : INFO : Epoch 1542 | loss: 0.0313248 | val_loss: 0.0312551 | Time: 1860.55 ms [2021-05-18 21:48:05 main:581] : INFO : Epoch 1543 | loss: 0.0312468 | val_loss: 0.0312331 | Time: 1809.06 ms [2021-05-18 21:48:06 main:581] : INFO : Epoch 1544 | loss: 0.0312331 | val_loss: 0.0312287 | Time: 1690.22 ms [2021-05-18 21:48:08 main:581] : INFO : Epoch 1545 | loss: 0.0312293 | val_loss: 0.0312264 | Time: 1726.62 ms [2021-05-18 21:48:10 main:581] : INFO : Epoch 1546 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 1706.95 ms [2021-05-18 21:48:11 main:581] : INFO : Epoch 1547 | loss: 0.0312262 | val_loss: 0.0312234 | Time: 1732.13 ms [2021-05-18 21:48:13 main:581] : INFO : Epoch 1548 | loss: 0.031225 | val_loss: 0.0312224 | Time: 1666.34 ms [2021-05-18 21:48:15 main:581] : INFO : Epoch 1549 | loss: 0.0312244 | val_loss: 0.0312227 | Time: 1696.33 ms [2021-05-18 21:48:17 main:581] : INFO : Epoch 1550 | loss: 0.0312245 | val_loss: 0.0312216 | Time: 1731.78 ms [2021-05-18 21:48:18 main:581] : INFO : Epoch 1551 | loss: 0.0312229 | val_loss: 0.0312201 | Time: 1783.38 ms [2021-05-18 21:48:20 main:581] : INFO : Epoch 1552 | loss: 0.0312224 | val_loss: 0.0312184 | Time: 1614.74 ms [2021-05-18 21:48:22 main:581] : INFO : Epoch 1553 | loss: 0.0312202 | val_loss: 0.0312163 | Time: 1887.58 ms [2021-05-18 21:48:23 main:581] : INFO : Epoch 1554 | loss: 0.0312179 | val_loss: 0.0312126 | Time: 1632.2 ms [2021-05-18 21:48:25 main:581] : INFO : Epoch 1555 | loss: 0.0312141 | val_loss: 0.0312088 | Time: 1691.83 ms [2021-05-18 21:48:27 main:581] : INFO : Epoch 1556 | loss: 0.0312117 | val_loss: 0.0312075 | Time: 1631.11 ms [2021-05-18 21:48:28 main:581] : INFO : Epoch 1557 | loss: 0.0312107 | val_loss: 0.0312063 | Time: 1670.81 ms [2021-05-18 21:48:30 main:581] : INFO : Epoch 1558 | loss: 0.0312096 | val_loss: 0.0312053 | Time: 1630.39 ms [2021-05-18 21:48:32 main:581] : INFO : Epoch 1559 | loss: 0.0312088 | val_loss: 0.0312046 | Time: 1622.85 ms [2021-05-18 21:48:33 main:581] : INFO : Epoch 1560 | loss: 0.0312085 | val_loss: 0.0312044 | Time: 1608.16 ms [2021-05-18 21:48:35 main:581] : INFO : Epoch 1561 | loss: 0.0312082 | val_loss: 0.0312037 | Time: 1716.23 ms [2021-05-18 21:48:37 main:581] : INFO : Epoch 1562 | loss: 0.0312077 | val_loss: 0.0312029 | Time: 1687.97 ms [2021-05-18 21:48:38 main:581] : INFO : Epoch 1563 | loss: 0.0312073 | val_loss: 0.0312029 | Time: 1650.64 ms [2021-05-18 21:48:40 main:581] : INFO : Epoch 1564 | loss: 0.031207 | val_loss: 0.0312025 | Time: 1649.5 ms [2021-05-18 21:48:42 main:581] : INFO : Epoch 1565 | loss: 0.0312067 | val_loss: 0.0312027 | Time: 1681.73 ms [2021-05-18 21:48:43 main:581] : INFO : Epoch 1566 | loss: 0.0312067 | val_loss: 0.0312027 | Time: 1710.91 ms [2021-05-18 21:48:45 main:581] : INFO : Epoch 1567 | loss: 0.0312067 | val_loss: 0.0312018 | Time: 1710.62 ms [2021-05-18 21:48:47 main:581] : INFO : Epoch 1568 | loss: 0.0312059 | val_loss: 0.0312019 | Time: 1733.29 ms [2021-05-18 21:48:49 main:581] : INFO : Epoch 1569 | loss: 0.0312062 | val_loss: 0.0312011 | Time: 1675.15 ms [2021-05-18 21:48:50 main:581] : INFO : Epoch 1570 | loss: 0.0312054 | val_loss: 0.0312013 | Time: 1690.47 ms [2021-05-18 21:48:52 main:581] : INFO : Epoch 1571 | loss: 0.0312057 | val_loss: 0.0312009 | Time: 1678.18 ms [2021-05-18 21:48:54 main:581] : INFO : Epoch 1572 | loss: 0.0312053 | val_loss: 0.031201 | Time: 1686.2 ms [2021-05-18 21:48:55 main:581] : INFO : Epoch 1573 | loss: 0.0312055 | val_loss: 0.0312008 | Time: 1784 ms [2021-05-18 21:48:57 main:581] : INFO : Epoch 1574 | loss: 0.0312049 | val_loss: 0.0312004 | Time: 1776.97 ms [2021-05-18 21:48:59 main:581] : INFO : Epoch 1575 | loss: 0.0312048 | val_loss: 0.0311999 | Time: 1638.72 ms [2021-05-18 21:49:01 main:581] : INFO : Epoch 1576 | loss: 0.0312045 | val_loss: 0.0312007 | Time: 1691.59 ms [2021-05-18 21:49:02 main:581] : INFO : Epoch 1577 | loss: 0.0312042 | val_loss: 0.0312 | Time: 1834.82 ms [2021-05-18 21:49:04 main:581] : INFO : Epoch 1578 | loss: 0.0312034 | val_loss: 0.0311992 | Time: 1730.99 ms [2021-05-18 21:49:06 main:581] : INFO : Epoch 1579 | loss: 0.031203 | val_loss: 0.0311986 | Time: 1694.6 ms [2021-05-18 21:49:07 main:581] : INFO : Epoch 1580 | loss: 0.031203 | val_loss: 0.0311987 | Time: 1637.38 ms [2021-05-18 21:49:09 main:581] : INFO : Epoch 1581 | loss: 0.0312028 | val_loss: 0.0311983 | Time: 1640.85 ms [2021-05-18 21:49:11 main:581] : INFO : Epoch 1582 | loss: 0.0312025 | val_loss: 0.0311981 | Time: 1686.97 ms [2021-05-18 21:49:13 main:581] : INFO : Epoch 1583 | loss: 0.0312023 | val_loss: 0.0311979 | Time: 1865.96 ms [2021-05-18 21:49:14 main:581] : INFO : Epoch 1584 | loss: 0.0312025 | val_loss: 0.031198 | Time: 1732.98 ms [2021-05-18 21:49:16 main:581] : INFO : Epoch 1585 | loss: 0.0312028 | val_loss: 0.0311989 | Time: 1732.33 ms [2021-05-18 21:49:18 main:581] : INFO : Epoch 1586 | loss: 0.0312024 | val_loss: 0.031198 | Time: 1710.87 ms [2021-05-18 21:49:20 main:581] : INFO : Epoch 1587 | loss: 0.0312021 | val_loss: 0.0311974 | Time: 1721.27 ms [2021-05-18 21:49:21 main:581] : INFO : Epoch 1588 | loss: 0.0312019 | val_loss: 0.0311974 | Time: 1837.87 ms [2021-05-18 21:49:23 main:581] : INFO : Epoch 1589 | loss: 0.0312017 | val_loss: 0.0311974 | Time: 1758.89 ms [2021-05-18 21:49:25 main:581] : INFO : Epoch 1590 | loss: 0.0312016 | val_loss: 0.0311974 | Time: 1810.51 ms [2021-05-18 21:49:27 main:581] : INFO : Epoch 1591 | loss: 0.0312021 | val_loss: 0.0311972 | Time: 1804.84 ms [2021-05-18 21:49:29 main:581] : INFO : Epoch 1592 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 1817.73 ms [2021-05-18 21:49:30 main:581] : INFO : Epoch 1593 | loss: 0.0312018 | val_loss: 0.0311974 | Time: 1685.31 ms [2021-05-18 21:49:32 main:581] : INFO : Epoch 1594 | loss: 0.0312016 | val_loss: 0.0311985 | Time: 1658.14 ms [2021-05-18 21:49:34 main:581] : INFO : Epoch 1595 | loss: 0.031202 | val_loss: 0.0311972 | Time: 1700.92 ms [2021-05-18 21:49:35 main:581] : INFO : Epoch 1596 | loss: 0.0312014 | val_loss: 0.0311969 | Time: 1720.47 ms [2021-05-18 21:49:37 main:581] : INFO : Epoch 1597 | loss: 0.0312012 | val_loss: 0.0311968 | Time: 1622.49 ms [2021-05-18 21:49:39 main:581] : INFO : Epoch 1598 | loss: 0.0312016 | val_loss: 0.031197 | Time: 1825.55 ms [2021-05-18 21:49:41 main:581] : INFO : Epoch 1599 | loss: 0.0312015 | val_loss: 0.0311967 | Time: 1810 ms [2021-05-18 21:49:42 main:581] : INFO : Epoch 1600 | loss: 0.0312009 | val_loss: 0.0311964 | Time: 1792.28 ms [2021-05-18 21:49:44 main:581] : INFO : Epoch 1601 | loss: 0.0312007 | val_loss: 0.0311966 | Time: 1742.05 ms [2021-05-18 21:49:46 main:581] : INFO : Epoch 1602 | loss: 0.0312008 | val_loss: 0.0311962 | Time: 1651.63 ms [2021-05-18 21:49:47 main:581] : INFO : Epoch 1603 | loss: 0.0312005 | val_loss: 0.0311962 | Time: 1668.48 ms [2021-05-18 21:49:49 main:581] : INFO : Epoch 1604 | loss: 0.0312004 | val_loss: 0.0311973 | Time: 1691.08 ms [2021-05-18 21:49:51 main:581] : INFO : Epoch 1605 | loss: 0.0312006 | val_loss: 0.0311961 | Time: 1754.52 ms [2021-05-18 21:49:53 main:581] : INFO : Epoch 1606 | loss: 0.0312004 | val_loss: 0.0311959 | Time: 1700.13 ms [2021-05-18 21:49:54 main:581] : INFO : Epoch 1607 | loss: 0.0312002 | val_loss: 0.031196 | Time: 1650.88 ms [2021-05-18 21:49:56 main:581] : INFO : Epoch 1608 | loss: 0.0312003 | val_loss: 0.031196 | Time: 1657.16 ms [2021-05-18 21:49:58 main:581] : INFO : Epoch 1609 | loss: 0.0312005 | val_loss: 0.0311963 | Time: 1713.92 ms [2021-05-18 21:49:59 main:581] : INFO : Epoch 1610 | loss: 0.0312008 | val_loss: 0.0311961 | Time: 1657.35 ms [2021-05-18 21:50:01 main:581] : INFO : Epoch 1611 | loss: 0.0312004 | val_loss: 0.031197 | Time: 1638.72 ms [2021-05-18 21:50:03 main:581] : INFO : Epoch 1612 | loss: 0.0312001 | val_loss: 0.0311955 | Time: 1658.95 ms [2021-05-18 21:50:04 main:581] : INFO : Epoch 1613 | loss: 0.0312 | val_loss: 0.0311954 | Time: 1631.15 ms [2021-05-18 21:50:06 main:581] : INFO : Epoch 1614 | loss: 0.0311997 | val_loss: 0.0311953 | Time: 1641.58 ms [2021-05-18 21:50:07 main:581] : INFO : Epoch 1615 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 1616.76 ms [2021-05-18 21:50:09 main:581] : INFO : Epoch 1616 | loss: 0.0311995 | val_loss: 0.0311954 | Time: 1649.3 ms [2021-05-18 21:50:11 main:581] : INFO : Epoch 1617 | loss: 0.0311996 | val_loss: 0.0311955 | Time: 1808.94 ms [2021-05-18 21:50:13 main:581] : INFO : Epoch 1618 | loss: 0.0311997 | val_loss: 0.0311956 | Time: 1856.04 ms [2021-05-18 21:50:15 main:581] : INFO : Epoch 1619 | loss: 0.0312004 | val_loss: 0.0311956 | Time: 1750.4 ms [2021-05-18 21:50:16 main:581] : INFO : Epoch 1620 | loss: 0.0311997 | val_loss: 0.0311949 | Time: 1798.64 ms [2021-05-18 21:50:18 main:581] : INFO : Epoch 1621 | loss: 0.0311997 | val_loss: 0.0311955 | Time: 1682.76 ms [2021-05-18 21:50:20 main:581] : INFO : Epoch 1622 | loss: 0.0311996 | val_loss: 0.031195 | Time: 1721.81 ms [2021-05-18 21:50:21 main:581] : INFO : Epoch 1623 | loss: 0.0311993 | val_loss: 0.0311949 | Time: 1676.8 ms [2021-05-18 21:50:23 main:581] : INFO : Epoch 1624 | loss: 0.0311992 | val_loss: 0.0311947 | Time: 1722.48 ms [2021-05-18 21:50:25 main:581] : INFO : Epoch 1625 | loss: 0.0311996 | val_loss: 0.0311954 | Time: 1804.8 ms [2021-05-18 21:50:27 main:581] : INFO : Epoch 1626 | loss: 0.0311996 | val_loss: 0.031195 | Time: 1774.21 ms [2021-05-18 21:50:28 main:581] : INFO : Epoch 1627 | loss: 0.0311993 | val_loss: 0.0311946 | Time: 1727.64 ms [2021-05-18 21:50:30 main:581] : INFO : Epoch 1628 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 1731.92 ms [2021-05-18 21:50:32 main:581] : INFO : Epoch 1629 | loss: 0.0311997 | val_loss: 0.0311959 | Time: 1771.42 ms [2021-05-18 21:50:34 main:581] : INFO : Epoch 1630 | loss: 0.0311994 | val_loss: 0.0311948 | Time: 1812.12 ms [2021-05-18 21:50:36 main:581] : INFO : Epoch 1631 | loss: 0.0311988 | val_loss: 0.0311948 | Time: 1836.01 ms [2021-05-18 21:50:37 main:581] : INFO : Epoch 1632 | loss: 0.031199 | val_loss: 0.0311948 | Time: 1746.1 ms [2021-05-18 21:50:39 main:581] : INFO : Epoch 1633 | loss: 0.0311989 | val_loss: 0.0311946 | Time: 1665.38 ms [2021-05-18 21:50:41 main:581] : INFO : Epoch 1634 | loss: 0.0311985 | val_loss: 0.0311947 | Time: 1711.26 ms [2021-05-18 21:50:42 main:581] : INFO : Epoch 1635 | loss: 0.0311989 | val_loss: 0.0311945 | Time: 1744.36 ms [2021-05-18 21:50:44 main:581] : INFO : Epoch 1636 | loss: 0.0311985 | val_loss: 0.0311943 | Time: 1735.41 ms [2021-05-18 21:50:46 main:581] : INFO : Epoch 1637 | loss: 0.0311989 | val_loss: 0.0311949 | Time: 1714.59 ms [2021-05-18 21:50:48 main:581] : INFO : Epoch 1638 | loss: 0.0311987 | val_loss: 0.0311948 | Time: 1737.06 ms [2021-05-18 21:50:49 main:581] : INFO : Epoch 1639 | loss: 0.0311982 | val_loss: 0.0311943 | Time: 1714.21 ms [2021-05-18 21:50:51 main:581] : INFO : Epoch 1640 | loss: 0.0311987 | val_loss: 0.0311948 | Time: 1626.55 ms [2021-05-18 21:50:53 main:581] : INFO : Epoch 1641 | loss: 0.0311984 | val_loss: 0.0311943 | Time: 1640.2 ms [2021-05-18 21:50:54 main:581] : INFO : Epoch 1642 | loss: 0.0311982 | val_loss: 0.0311942 | Time: 1649.3 ms [2021-05-18 21:50:56 main:581] : INFO : Epoch 1643 | loss: 0.0311981 | val_loss: 0.0311942 | Time: 1738.94 ms [2021-05-18 21:50:58 main:581] : INFO : Epoch 1644 | loss: 0.0311981 | val_loss: 0.0311952 | Time: 1683.84 ms [2021-05-18 21:50:59 main:581] : INFO : Epoch 1645 | loss: 0.0311982 | val_loss: 0.0311944 | Time: 1704.91 ms [2021-05-18 21:51:01 main:581] : INFO : Epoch 1646 | loss: 0.0311985 | val_loss: 0.0311943 | Time: 1674.47 ms [2021-05-18 21:51:03 main:581] : INFO : Epoch 1647 | loss: 0.0311988 | val_loss: 0.0311958 | Time: 1761.46 ms [2021-05-18 21:51:05 main:581] : INFO : Epoch 1648 | loss: 0.0311993 | val_loss: 0.0311947 | Time: 1720.65 ms [2021-05-18 21:51:06 main:581] : INFO : Epoch 1649 | loss: 0.0311982 | val_loss: 0.0311961 | Time: 1651.14 ms [2021-05-18 21:51:08 main:581] : INFO : Epoch 1650 | loss: 0.0311984 | val_loss: 0.0311968 | Time: 1675.33 ms [2021-05-18 21:51:10 main:581] : INFO : Epoch 1651 | loss: 0.0311992 | val_loss: 0.0311951 | Time: 1671.24 ms [2021-05-18 21:51:11 main:581] : INFO : Epoch 1652 | loss: 0.0311987 | val_loss: 0.0311941 | Time: 1679.73 ms [2021-05-18 21:51:13 main:581] : INFO : Epoch 1653 | loss: 0.0311979 | val_loss: 0.0311942 | Time: 1670.47 ms [2021-05-18 21:51:15 main:581] : INFO : Epoch 1654 | loss: 0.0311979 | val_loss: 0.0311942 | Time: 1686.01 ms [2021-05-18 21:51:16 main:581] : INFO : Epoch 1655 | loss: 0.0311978 | val_loss: 0.0311946 | Time: 1680.13 ms [2021-05-18 21:51:18 main:581] : INFO : Epoch 1656 | loss: 0.0311978 | val_loss: 0.0311945 | Time: 1702.48 ms [2021-05-18 21:51:20 main:581] : INFO : Epoch 1657 | loss: 0.0311977 | val_loss: 0.0311943 | Time: 1723.06 ms [2021-05-18 21:51:21 main:581] : INFO : Epoch 1658 | loss: 0.0311975 | val_loss: 0.0311945 | Time: 1702.5 ms [2021-05-18 21:51:23 main:581] : INFO : Epoch 1659 | loss: 0.0311973 | val_loss: 0.0311943 | Time: 1695.8 ms [2021-05-18 21:51:25 main:581] : INFO : Epoch 1660 | loss: 0.031197 | val_loss: 0.0311939 | Time: 1670.56 ms [2021-05-18 21:51:27 main:581] : INFO : Epoch 1661 | loss: 0.0311972 | val_loss: 0.0311958 | Time: 1838 ms [2021-05-18 21:51:28 main:581] : INFO : Epoch 1662 | loss: 0.0311983 | val_loss: 0.0311948 | Time: 1716.2 ms [2021-05-18 21:51:30 main:581] : INFO : Epoch 1663 | loss: 0.0311983 | val_loss: 0.0311946 | Time: 1708.65 ms [2021-05-18 21:51:32 main:581] : INFO : Epoch 1664 | loss: 0.0311982 | val_loss: 0.031194 | Time: 1728.91 ms [2021-05-18 21:51:33 main:581] : INFO : Epoch 1665 | loss: 0.0311969 | val_loss: 0.0311938 | Time: 1666.87 ms [2021-05-18 21:51:35 main:581] : INFO : Epoch 1666 | loss: 0.0311972 | val_loss: 0.031197 | Time: 1677.62 ms [2021-05-18 21:51:37 main:581] : INFO : Epoch 1667 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 1728.84 ms [2021-05-18 21:51:39 main:581] : INFO : Epoch 1668 | loss: 0.0311967 | val_loss: 0.0311949 | Time: 1725.6 ms [2021-05-18 21:51:40 main:581] : INFO : Epoch 1669 | loss: 0.0311966 | val_loss: 0.0311936 | Time: 1719.48 ms [2021-05-18 21:51:42 main:581] : INFO : Epoch 1670 | loss: 0.0311966 | val_loss: 0.0311939 | Time: 1631.47 ms [2021-05-18 21:51:44 main:581] : INFO : Epoch 1671 | loss: 0.0311966 | val_loss: 0.0311943 | Time: 1728.67 ms [2021-05-18 21:51:45 main:581] : INFO : Epoch 1672 | loss: 0.0311969 | val_loss: 0.0311935 | Time: 1688.42 ms [2021-05-18 21:51:47 main:581] : INFO : Epoch 1673 | loss: 0.0311964 | val_loss: 0.0311935 | Time: 1714.59 ms [2021-05-18 21:51:49 main:581] : INFO : Epoch 1674 | loss: 0.0311961 | val_loss: 0.0311935 | Time: 1692.75 ms [2021-05-18 21:51:50 main:581] : INFO : Epoch 1675 | loss: 0.031197 | val_loss: 0.0311944 | Time: 1701.02 ms [2021-05-18 21:51:52 main:581] : INFO : Epoch 1676 | loss: 0.0311973 | val_loss: 0.0311941 | Time: 1605.37 ms [2021-05-18 21:51:54 main:581] : INFO : Epoch 1677 | loss: 0.0311969 | val_loss: 0.031193 | Time: 1652.46 ms [2021-05-18 21:51:55 main:581] : INFO : Epoch 1678 | loss: 0.031197 | val_loss: 0.0311931 | Time: 1611.26 ms [2021-05-18 21:51:57 main:581] : INFO : Epoch 1679 | loss: 0.0311959 | val_loss: 0.0311931 | Time: 1646.39 ms [2021-05-18 21:51:59 main:581] : INFO : Epoch 1680 | loss: 0.0311957 | val_loss: 0.0311933 | Time: 1672.65 ms [2021-05-18 21:52:00 main:581] : INFO : Epoch 1681 | loss: 0.0311963 | val_loss: 0.0311936 | Time: 1707.22 ms [2021-05-18 21:52:02 main:581] : INFO : Epoch 1682 | loss: 0.0311964 | val_loss: 0.0311936 | Time: 1641.11 ms [2021-05-18 21:52:04 main:581] : INFO : Epoch 1683 | loss: 0.0311961 | val_loss: 0.0311932 | Time: 1607.46 ms [2021-05-18 21:52:05 main:581] : INFO : Epoch 1684 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 1813.93 ms [2021-05-18 21:52:07 main:581] : INFO : Epoch 1685 | loss: 0.0311972 | val_loss: 0.0311942 | Time: 1694.36 ms [2021-05-18 21:52:09 main:581] : INFO : Epoch 1686 | loss: 0.031196 | val_loss: 0.0311934 | Time: 1655.74 ms [2021-05-18 21:52:10 main:581] : INFO : Epoch 1687 | loss: 0.0311957 | val_loss: 0.031193 | Time: 1730.65 ms [2021-05-18 21:52:12 main:581] : INFO : Epoch 1688 | loss: 0.0311956 | val_loss: 0.0311931 | Time: 1830.51 ms [2021-05-18 21:52:14 main:581] : INFO : Epoch 1689 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 1758.89 ms [2021-05-18 21:52:16 main:581] : INFO : Epoch 1690 | loss: 0.0311968 | val_loss: 0.0311934 | Time: 1680.58 ms [2021-05-18 21:52:17 main:581] : INFO : Epoch 1691 | loss: 0.0311954 | val_loss: 0.0311931 | Time: 1713.01 ms [2021-05-18 21:52:19 main:581] : INFO : Epoch 1692 | loss: 0.0311947 | val_loss: 0.0311932 | Time: 1689.95 ms [2021-05-18 21:52:21 main:581] : INFO : Epoch 1693 | loss: 0.0311952 | val_loss: 0.0311944 | Time: 1675.02 ms [2021-05-18 21:52:23 main:581] : INFO : Epoch 1694 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 1787.35 ms [2021-05-18 21:52:24 main:581] : INFO : Epoch 1695 | loss: 0.0311951 | val_loss: 0.031194 | Time: 1643.55 ms [2021-05-18 21:52:26 main:581] : INFO : Epoch 1696 | loss: 0.0311948 | val_loss: 0.0311922 | Time: 1716.27 ms [2021-05-18 21:52:28 main:581] : INFO : Epoch 1697 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 1603.52 ms [2021-05-18 21:52:29 main:581] : INFO : Epoch 1698 | loss: 0.0311954 | val_loss: 0.0311935 | Time: 1729.63 ms [2021-05-18 21:52:31 main:581] : INFO : Epoch 1699 | loss: 0.0311952 | val_loss: 0.0311935 | Time: 1772.08 ms [2021-05-18 21:52:33 main:581] : INFO : Epoch 1700 | loss: 0.0311961 | val_loss: 0.0311947 | Time: 1806.18 ms [2021-05-18 21:52:35 main:581] : INFO : Epoch 1701 | loss: 0.0311969 | val_loss: 0.031194 | Time: 1641.22 ms [2021-05-18 21:52:36 main:581] : INFO : Epoch 1702 | loss: 0.0311954 | val_loss: 0.0311925 | Time: 1748.64 ms [2021-05-18 21:52:38 main:581] : INFO : Epoch 1703 | loss: 0.0311955 | val_loss: 0.031194 | Time: 1704.05 ms [2021-05-18 21:52:40 main:581] : INFO : Epoch 1704 | loss: 0.0311955 | val_loss: 0.0311948 | Time: 1805.41 ms [2021-05-18 21:52:42 main:581] : INFO : Epoch 1705 | loss: 0.0311949 | val_loss: 0.0311932 | Time: 1765.3 ms [2021-05-18 21:52:43 main:581] : INFO : Epoch 1706 | loss: 0.0311946 | val_loss: 0.0311931 | Time: 1732.75 ms [2021-05-18 21:52:45 main:581] : INFO : Epoch 1707 | loss: 0.0311943 | val_loss: 0.0311929 | Time: 1665.71 ms [2021-05-18 21:52:47 main:581] : INFO : Epoch 1708 | loss: 0.0311944 | val_loss: 0.0311929 | Time: 1606.81 ms [2021-05-18 21:52:48 main:581] : INFO : Epoch 1709 | loss: 0.0311966 | val_loss: 0.0311933 | Time: 1701.14 ms [2021-05-18 21:52:50 main:581] : INFO : Epoch 1710 | loss: 0.0311971 | val_loss: 0.0311946 | Time: 1714.01 ms [2021-05-18 21:52:52 main:581] : INFO : Epoch 1711 | loss: 0.0311969 | val_loss: 0.0311937 | Time: 1641.83 ms [2021-05-18 21:52:53 main:581] : INFO : Epoch 1712 | loss: 0.0311966 | val_loss: 0.0311935 | Time: 1631.74 ms [2021-05-18 21:52:55 main:581] : INFO : Epoch 1713 | loss: 0.0311965 | val_loss: 0.0311929 | Time: 1658.88 ms [2021-05-18 21:52:57 main:581] : INFO : Epoch 1714 | loss: 0.0311958 | val_loss: 0.0311928 | Time: 1698.52 ms [2021-05-18 21:52:59 main:581] : INFO : Epoch 1715 | loss: 0.0311959 | val_loss: 0.0311939 | Time: 1979.08 ms [2021-05-18 21:53:00 main:581] : INFO : Epoch 1716 | loss: 0.0311955 | val_loss: 0.0311924 | Time: 1692.95 ms [2021-05-18 21:53:02 main:581] : INFO : Epoch 1717 | loss: 0.0311954 | val_loss: 0.0311929 | Time: 1690.55 ms [2021-05-18 21:53:04 main:581] : INFO : Epoch 1718 | loss: 0.0311961 | val_loss: 0.0311923 | Time: 1747.18 ms [2021-05-18 21:53:05 main:581] : INFO : Epoch 1719 | loss: 0.0311953 | val_loss: 0.0311923 | Time: 1766.74 ms [2021-05-18 21:53:07 main:581] : INFO : Epoch 1720 | loss: 0.031195 | val_loss: 0.0311923 | Time: 1693.87 ms [2021-05-18 21:53:09 main:581] : INFO : Epoch 1721 | loss: 0.0311965 | val_loss: 0.0311937 | Time: 1668.49 ms [2021-05-18 21:53:11 main:581] : INFO : Epoch 1722 | loss: 0.0311966 | val_loss: 0.0311939 | Time: 1696.48 ms [2021-05-18 21:53:12 main:581] : INFO : Epoch 1723 | loss: 0.0311965 | val_loss: 0.0311951 | Time: 1605.24 ms [2021-05-18 21:53:14 main:581] : INFO : Epoch 1724 | loss: 0.0311956 | val_loss: 0.0311926 | Time: 1630.12 ms [2021-05-18 21:53:15 main:581] : INFO : Epoch 1725 | loss: 0.031195 | val_loss: 0.0311918 | Time: 1660.85 ms [2021-05-18 21:53:17 main:581] : INFO : Epoch 1726 | loss: 0.031195 | val_loss: 0.0311996 | Time: 1686.3 ms [2021-05-18 21:53:19 main:581] : INFO : Epoch 1727 | loss: 0.0311971 | val_loss: 0.0311936 | Time: 1644.21 ms [2021-05-18 21:53:20 main:581] : INFO : Epoch 1728 | loss: 0.031197 | val_loss: 0.031192 | Time: 1659.58 ms [2021-05-18 21:53:22 main:581] : INFO : Epoch 1729 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 1710.24 ms [2021-05-18 21:53:24 main:581] : INFO : Epoch 1730 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 1798.14 ms [2021-05-18 21:53:26 main:581] : INFO : Epoch 1731 | loss: 0.0311938 | val_loss: 0.0311919 | Time: 1688.64 ms [2021-05-18 21:53:27 main:581] : INFO : Epoch 1732 | loss: 0.0311946 | val_loss: 0.0311927 | Time: 1788.56 ms [2021-05-18 21:53:29 main:581] : INFO : Epoch 1733 | loss: 0.0311946 | val_loss: 0.0311928 | Time: 1639 ms [2021-05-18 21:53:31 main:581] : INFO : Epoch 1734 | loss: 0.0311944 | val_loss: 0.0311934 | Time: 1647.61 ms [2021-05-18 21:53:32 main:581] : INFO : Epoch 1735 | loss: 0.031195 | val_loss: 0.0311937 | Time: 1605.02 ms [2021-05-18 21:53:34 main:581] : INFO : Epoch 1736 | loss: 0.031196 | val_loss: 0.0311928 | Time: 1658.31 ms [2021-05-18 21:53:36 main:581] : INFO : Epoch 1737 | loss: 0.0311942 | val_loss: 0.0311918 | Time: 1685.56 ms [2021-05-18 21:53:37 main:581] : INFO : Epoch 1738 | loss: 0.0311957 | val_loss: 0.031193 | Time: 1711.92 ms [2021-05-18 21:53:39 main:581] : INFO : Epoch 1739 | loss: 0.0311944 | val_loss: 0.031192 | Time: 1744.36 ms [2021-05-18 21:53:41 main:581] : INFO : Epoch 1740 | loss: 0.0311946 | val_loss: 0.0311929 | Time: 1701.11 ms [2021-05-18 21:53:42 main:581] : INFO : Epoch 1741 | loss: 0.0311937 | val_loss: 0.0311921 | Time: 1657.75 ms [2021-05-18 21:53:44 main:581] : INFO : Epoch 1742 | loss: 0.0311935 | val_loss: 0.0311909 | Time: 1682.6 ms [2021-05-18 21:53:46 main:581] : INFO : Epoch 1743 | loss: 0.0311947 | val_loss: 0.0311948 | Time: 1812.27 ms [2021-05-18 21:53:48 main:581] : INFO : Epoch 1744 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 1642.77 ms [2021-05-18 21:53:49 main:581] : INFO : Epoch 1745 | loss: 0.0311939 | val_loss: 0.0311911 | Time: 1701.26 ms [2021-05-18 21:53:51 main:581] : INFO : Epoch 1746 | loss: 0.0311938 | val_loss: 0.0311917 | Time: 1702.84 ms [2021-05-18 21:53:53 main:581] : INFO : Epoch 1747 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 1661.09 ms [2021-05-18 21:53:54 main:581] : INFO : Epoch 1748 | loss: 0.0311931 | val_loss: 0.0311915 | Time: 1709.95 ms [2021-05-18 21:53:56 main:581] : INFO : Epoch 1749 | loss: 0.0311939 | val_loss: 0.0311929 | Time: 1676.42 ms [2021-05-18 21:53:58 main:581] : INFO : Epoch 1750 | loss: 0.0311936 | val_loss: 0.0311943 | Time: 1670.27 ms [2021-05-18 21:53:59 main:581] : INFO : Epoch 1751 | loss: 0.0311934 | val_loss: 0.0311912 | Time: 1703.95 ms [2021-05-18 21:54:01 main:581] : INFO : Epoch 1752 | loss: 0.0311934 | val_loss: 0.0311921 | Time: 1674.37 ms [2021-05-18 21:54:03 main:581] : INFO : Epoch 1753 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 1715.5 ms [2021-05-18 21:54:04 main:581] : INFO : Epoch 1754 | loss: 0.0311942 | val_loss: 0.0311947 | Time: 1589.91 ms [2021-05-18 21:54:06 main:581] : INFO : Epoch 1755 | loss: 0.0311936 | val_loss: 0.0311906 | Time: 1633.74 ms [2021-05-18 21:54:08 main:581] : INFO : Epoch 1756 | loss: 0.0311929 | val_loss: 0.0311906 | Time: 1632.64 ms [2021-05-18 21:54:09 main:581] : INFO : Epoch 1757 | loss: 0.0311929 | val_loss: 0.0311908 | Time: 1635 ms [2021-05-18 21:54:11 main:581] : INFO : Epoch 1758 | loss: 0.0311928 | val_loss: 0.0311913 | Time: 1671.83 ms [2021-05-18 21:54:13 main:581] : INFO : Epoch 1759 | loss: 0.031193 | val_loss: 0.0311932 | Time: 1626.31 ms [2021-05-18 21:54:14 main:581] : INFO : Epoch 1760 | loss: 0.0311942 | val_loss: 0.0311923 | Time: 1654.07 ms [2021-05-18 21:54:16 main:581] : INFO : Epoch 1761 | loss: 0.0311971 | val_loss: 0.0311949 | Time: 1684 ms [2021-05-18 21:54:18 main:581] : INFO : Epoch 1762 | loss: 0.0311951 | val_loss: 0.0311916 | Time: 1632.23 ms [2021-05-18 21:54:19 main:581] : INFO : Epoch 1763 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1619.55 ms [2021-05-18 21:54:21 main:581] : INFO : Epoch 1764 | loss: 0.0311938 | val_loss: 0.0311916 | Time: 1680.73 ms [2021-05-18 21:54:23 main:581] : INFO : Epoch 1765 | loss: 0.0311944 | val_loss: 0.0311909 | Time: 1663.78 ms [2021-05-18 21:54:24 main:581] : INFO : Epoch 1766 | loss: 0.0311935 | val_loss: 0.0311941 | Time: 1629.41 ms [2021-05-18 21:54:26 main:581] : INFO : Epoch 1767 | loss: 0.0311939 | val_loss: 0.0311921 | Time: 1693.26 ms [2021-05-18 21:54:28 main:581] : INFO : Epoch 1768 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 1673.11 ms [2021-05-18 21:54:29 main:581] : INFO : Epoch 1769 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 1715.55 ms [2021-05-18 21:54:31 main:581] : INFO : Epoch 1770 | loss: 0.0311943 | val_loss: 0.0311944 | Time: 1739.3 ms [2021-05-18 21:54:33 main:581] : INFO : Epoch 1771 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 1702.49 ms [2021-05-18 21:54:34 main:581] : INFO : Epoch 1772 | loss: 0.031195 | val_loss: 0.0311914 | Time: 1660.49 ms [2021-05-18 21:54:36 main:581] : INFO : Epoch 1773 | loss: 0.0311941 | val_loss: 0.0311915 | Time: 1686.1 ms [2021-05-18 21:54:38 main:581] : INFO : Epoch 1774 | loss: 0.0311929 | val_loss: 0.0311919 | Time: 1632.42 ms [2021-05-18 21:54:39 main:581] : INFO : Epoch 1775 | loss: 0.0311943 | val_loss: 0.0311914 | Time: 1741.44 ms [2021-05-18 21:54:41 main:581] : INFO : Epoch 1776 | loss: 0.0311941 | val_loss: 0.0311904 | Time: 1770.13 ms [2021-05-18 21:54:43 main:581] : INFO : Epoch 1777 | loss: 0.0311932 | val_loss: 0.0311913 | Time: 1682.82 ms [2021-05-18 21:54:45 main:581] : INFO : Epoch 1778 | loss: 0.0311931 | val_loss: 0.0311925 | Time: 1727.25 ms [2021-05-18 21:54:46 main:581] : INFO : Epoch 1779 | loss: 0.0311945 | val_loss: 0.0311927 | Time: 1692.2 ms [2021-05-18 21:54:48 main:581] : INFO : Epoch 1780 | loss: 0.0311941 | val_loss: 0.0311965 | Time: 1649.18 ms [2021-05-18 21:54:50 main:581] : INFO : Epoch 1781 | loss: 0.031197 | val_loss: 0.031192 | Time: 1727.97 ms [2021-05-18 21:54:51 main:581] : INFO : Epoch 1782 | loss: 0.0311946 | val_loss: 0.0312029 | Time: 1631.83 ms [2021-05-18 21:54:53 main:581] : INFO : Epoch 1783 | loss: 0.0311955 | val_loss: 0.0311938 | Time: 1663.84 ms [2021-05-18 21:54:55 main:581] : INFO : Epoch 1784 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 1644.04 ms [2021-05-18 21:54:56 main:581] : INFO : Epoch 1785 | loss: 0.0311953 | val_loss: 0.0312026 | Time: 1674.64 ms [2021-05-18 21:54:58 main:581] : INFO : Epoch 1786 | loss: 0.0312019 | val_loss: 0.0311985 | Time: 1651.27 ms [2021-05-18 21:55:00 main:581] : INFO : Epoch 1787 | loss: 0.031199 | val_loss: 0.0311923 | Time: 1729.62 ms [2021-05-18 21:55:01 main:581] : INFO : Epoch 1788 | loss: 0.031196 | val_loss: 0.0311911 | Time: 1620.48 ms [2021-05-18 21:55:03 main:581] : INFO : Epoch 1789 | loss: 0.0311938 | val_loss: 0.03119 | Time: 1609.6 ms [2021-05-18 21:55:05 main:581] : INFO : Epoch 1790 | loss: 0.0311934 | val_loss: 0.0311904 | Time: 1666.56 ms [2021-05-18 21:55:06 main:581] : INFO : Epoch 1791 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 1661.78 ms [2021-05-18 21:55:08 main:581] : INFO : Epoch 1792 | loss: 0.0311928 | val_loss: 0.0311907 | Time: 1745.41 ms [2021-05-18 21:55:10 main:581] : INFO : Epoch 1793 | loss: 0.0311934 | val_loss: 0.031189 | Time: 1665.58 ms [2021-05-18 21:55:11 main:581] : INFO : Epoch 1794 | loss: 0.0311925 | val_loss: 0.0311892 | Time: 1642.15 ms [2021-05-18 21:55:13 main:581] : INFO : Epoch 1795 | loss: 0.0311926 | val_loss: 0.0311894 | Time: 1630.73 ms [2021-05-18 21:55:15 main:581] : INFO : Epoch 1796 | loss: 0.0311926 | val_loss: 0.03119 | Time: 1696.76 ms [2021-05-18 21:55:16 main:581] : INFO : Epoch 1797 | loss: 0.0311942 | val_loss: 0.0311897 | Time: 1668.19 ms [2021-05-18 21:55:18 main:581] : INFO : Epoch 1798 | loss: 0.0311939 | val_loss: 0.0311894 | Time: 1632.42 ms [2021-05-18 21:55:20 main:581] : INFO : Epoch 1799 | loss: 0.0311913 | val_loss: 0.031189 | Time: 1687.4 ms [2021-05-18 21:55:21 main:581] : INFO : Epoch 1800 | loss: 0.031192 | val_loss: 0.0311901 | Time: 1653.1 ms [2021-05-18 21:55:23 main:581] : INFO : Epoch 1801 | loss: 0.0311928 | val_loss: 0.0311878 | Time: 1627.43 ms [2021-05-18 21:55:25 main:581] : INFO : Epoch 1802 | loss: 0.0311914 | val_loss: 0.0311908 | Time: 1671.97 ms [2021-05-18 21:55:26 main:581] : INFO : Epoch 1803 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 1714.4 ms [2021-05-18 21:55:28 main:581] : INFO : Epoch 1804 | loss: 0.0311925 | val_loss: 0.0311921 | Time: 1646.63 ms [2021-05-18 21:55:30 main:581] : INFO : Epoch 1805 | loss: 0.0311934 | val_loss: 0.0311893 | Time: 1676.62 ms [2021-05-18 21:55:31 main:581] : INFO : Epoch 1806 | loss: 0.0311914 | val_loss: 0.0311889 | Time: 1695.12 ms [2021-05-18 21:55:33 main:581] : INFO : Epoch 1807 | loss: 0.0311905 | val_loss: 0.0311889 | Time: 1692.19 ms [2021-05-18 21:55:35 main:581] : INFO : Epoch 1808 | loss: 0.0311917 | val_loss: 0.0311891 | Time: 1670.4 ms [2021-05-18 21:55:36 main:581] : INFO : Epoch 1809 | loss: 0.031193 | val_loss: 0.0311951 | Time: 1738.3 ms [2021-05-18 21:55:38 main:581] : INFO : Epoch 1810 | loss: 0.0311991 | val_loss: 0.0311983 | Time: 1780.15 ms [2021-05-18 21:55:40 main:581] : INFO : Epoch 1811 | loss: 0.0311973 | val_loss: 0.0311935 | Time: 1633.01 ms [2021-05-18 21:55:41 main:581] : INFO : Epoch 1812 | loss: 0.0311949 | val_loss: 0.0311972 | Time: 1660.18 ms [2021-05-18 21:55:43 main:581] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311932 | Time: 1678.42 ms [2021-05-18 21:55:45 main:581] : INFO : Epoch 1814 | loss: 0.031192 | val_loss: 0.0311925 | Time: 1706.69 ms [2021-05-18 21:55:47 main:581] : INFO : Epoch 1815 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 1752.22 ms [2021-05-18 21:55:48 main:581] : INFO : Epoch 1816 | loss: 0.0311908 | val_loss: 0.031194 | Time: 1753.88 ms [2021-05-18 21:55:50 main:581] : INFO : Epoch 1817 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 1656.6 ms [2021-05-18 21:55:52 main:581] : INFO : Epoch 1818 | loss: 0.0311921 | val_loss: 0.0311899 | Time: 1606.8 ms [2021-05-18 21:55:53 main:581] : INFO : Epoch 1819 | loss: 0.031191 | val_loss: 0.031192 | Time: 1613.89 ms [2021-05-18 21:55:55 main:581] : INFO : Epoch 1820 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 1636.46 ms [2021-05-18 21:55:56 main:581] : INFO : Epoch 1821 | loss: 0.0311936 | val_loss: 0.0311919 | Time: 1605.9 ms [2021-05-18 21:55:58 main:581] : INFO : Epoch 1822 | loss: 0.0311896 | val_loss: 0.0311879 | Time: 1649.67 ms [2021-05-18 21:56:00 main:581] : INFO : Epoch 1823 | loss: 0.0311884 | val_loss: 0.0311871 | Time: 1743.56 ms [2021-05-18 21:56:02 main:581] : INFO : Epoch 1824 | loss: 0.0311889 | val_loss: 0.0311883 | Time: 1769.11 ms [2021-05-18 21:56:03 main:581] : INFO : Epoch 1825 | loss: 0.0311892 | val_loss: 0.031192 | Time: 1720.53 ms [2021-05-18 21:56:05 main:581] : INFO : Epoch 1826 | loss: 0.0311899 | val_loss: 0.0311883 | Time: 1664.49 ms [2021-05-18 21:56:07 main:581] : INFO : Epoch 1827 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 1662 ms [2021-05-18 21:56:08 main:581] : INFO : Epoch 1828 | loss: 0.031192 | val_loss: 0.0311895 | Time: 1695.27 ms [2021-05-18 21:56:10 main:581] : INFO : Epoch 1829 | loss: 0.0311911 | val_loss: 0.0311878 | Time: 1752.89 ms [2021-05-18 21:56:12 main:581] : INFO : Epoch 1830 | loss: 0.0311893 | val_loss: 0.0311904 | Time: 1647.03 ms [2021-05-18 21:56:13 main:581] : INFO : Epoch 1831 | loss: 0.0311891 | val_loss: 0.0311858 | Time: 1632.45 ms [2021-05-18 21:56:15 main:581] : INFO : Epoch 1832 | loss: 0.0311873 | val_loss: 0.0311851 | Time: 1670.74 ms [2021-05-18 21:56:17 main:581] : INFO : Epoch 1833 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 1797.41 ms [2021-05-18 21:56:19 main:581] : INFO : Epoch 1834 | loss: 0.0311857 | val_loss: 0.0311872 | Time: 1684.13 ms [2021-05-18 21:56:20 main:581] : INFO : Epoch 1835 | loss: 0.0311852 | val_loss: 0.031182 | Time: 1685.55 ms [2021-05-18 21:56:22 main:581] : INFO : Epoch 1836 | loss: 0.0311844 | val_loss: 0.031188 | Time: 1728.75 ms [2021-05-18 21:56:24 main:581] : INFO : Epoch 1837 | loss: 0.0311831 | val_loss: 0.0311813 | Time: 1685.57 ms [2021-05-18 21:56:25 main:581] : INFO : Epoch 1838 | loss: 0.031182 | val_loss: 0.031181 | Time: 1696.09 ms [2021-05-18 21:56:27 main:581] : INFO : Epoch 1839 | loss: 0.031182 | val_loss: 0.0311805 | Time: 1645.96 ms [2021-05-18 21:56:29 main:581] : INFO : Epoch 1840 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 1725.75 ms [2021-05-18 21:56:30 main:581] : INFO : Epoch 1841 | loss: 0.031183 | val_loss: 0.0311824 | Time: 1752.78 ms [2021-05-18 21:56:32 main:581] : INFO : Epoch 1842 | loss: 0.0311834 | val_loss: 0.0311802 | Time: 1668.85 ms [2021-05-18 21:56:34 main:581] : INFO : Epoch 1843 | loss: 0.0311837 | val_loss: 0.0311801 | Time: 1610.11 ms [2021-05-18 21:56:35 main:581] : INFO : Epoch 1844 | loss: 0.0311824 | val_loss: 0.0311802 | Time: 1694.56 ms [2021-05-18 21:56:37 main:581] : INFO : Epoch 1845 | loss: 0.0311835 | val_loss: 0.0311789 | Time: 1715.39 ms [2021-05-18 21:56:39 main:581] : INFO : Epoch 1846 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 1694.09 ms [2021-05-18 21:56:41 main:581] : INFO : Epoch 1847 | loss: 0.0311826 | val_loss: 0.031183 | Time: 1699.16 ms [2021-05-18 21:56:42 main:581] : INFO : Epoch 1848 | loss: 0.0311826 | val_loss: 0.031181 | Time: 1645.01 ms [2021-05-18 21:56:44 main:581] : INFO : Epoch 1849 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 1700.33 ms [2021-05-18 21:56:46 main:581] : INFO : Epoch 1850 | loss: 0.0311811 | val_loss: 0.0311812 | Time: 1785.13 ms [2021-05-18 21:56:48 main:581] : INFO : Epoch 1851 | loss: 0.0311831 | val_loss: 0.031181 | Time: 1805.07 ms [2021-05-18 21:56:49 main:581] : INFO : Epoch 1852 | loss: 0.0311811 | val_loss: 0.0311796 | Time: 1659.98 ms [2021-05-18 21:56:51 main:581] : INFO : Epoch 1853 | loss: 0.0311808 | val_loss: 0.031179 | Time: 1761.03 ms [2021-05-18 21:56:53 main:581] : INFO : Epoch 1854 | loss: 0.0311806 | val_loss: 0.0311781 | Time: 1902.51 ms [2021-05-18 21:56:55 main:581] : INFO : Epoch 1855 | loss: 0.0311795 | val_loss: 0.0311785 | Time: 1758.34 ms [2021-05-18 21:56:56 main:581] : INFO : Epoch 1856 | loss: 0.0311805 | val_loss: 0.0311787 | Time: 1642.84 ms [2021-05-18 21:56:58 main:581] : INFO : Epoch 1857 | loss: 0.0311818 | val_loss: 0.0311809 | Time: 1748.55 ms [2021-05-18 21:57:00 main:581] : INFO : Epoch 1858 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 1724.13 ms [2021-05-18 21:57:01 main:581] : INFO : Epoch 1859 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 1743.51 ms [2021-05-18 21:57:03 main:581] : INFO : Epoch 1860 | loss: 0.0311804 | val_loss: 0.0311808 | Time: 1761.89 ms [2021-05-18 21:57:05 main:581] : INFO : Epoch 1861 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 1746.09 ms [2021-05-18 21:57:07 main:581] : INFO : Epoch 1862 | loss: 0.0311794 | val_loss: 0.0311802 | Time: 1706.66 ms [2021-05-18 21:57:08 main:581] : INFO : Epoch 1863 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 1786.97 ms [2021-05-18 21:57:10 main:581] : INFO : Epoch 1864 | loss: 0.0311792 | val_loss: 0.0311796 | Time: 1857.9 ms [2021-05-18 21:57:12 main:581] : INFO : Epoch 1865 | loss: 0.0311791 | val_loss: 0.0311792 | Time: 1790.94 ms [2021-05-18 21:57:14 main:581] : INFO : Epoch 1866 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 1776.68 ms [2021-05-18 21:57:16 main:581] : INFO : Epoch 1867 | loss: 0.0311794 | val_loss: 0.0311801 | Time: 1662.88 ms [2021-05-18 21:57:17 main:581] : INFO : Epoch 1868 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 1655.8 ms [2021-05-18 21:57:19 main:581] : INFO : Epoch 1869 | loss: 0.0311793 | val_loss: 0.0311786 | Time: 1684.28 ms [2021-05-18 21:57:21 main:581] : INFO : Epoch 1870 | loss: 0.0311792 | val_loss: 0.0311787 | Time: 1668.64 ms [2021-05-18 21:57:22 main:581] : INFO : Epoch 1871 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 1687.52 ms [2021-05-18 21:57:24 main:581] : INFO : Epoch 1872 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 1606.23 ms [2021-05-18 21:57:26 main:581] : INFO : Epoch 1873 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1752.69 ms [2021-05-18 21:57:27 main:581] : INFO : Epoch 1874 | loss: 0.0311806 | val_loss: 0.031184 | Time: 1677.61 ms [2021-05-18 21:57:29 main:581] : INFO : Epoch 1875 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1650.19 ms [2021-05-18 21:57:31 main:581] : INFO : Epoch 1876 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1617.68 ms [2021-05-18 21:57:32 main:581] : INFO : Epoch 1877 | loss: 0.0311785 | val_loss: 0.0311781 | Time: 1707.48 ms [2021-05-18 21:57:34 main:581] : INFO : Epoch 1878 | loss: 0.0311795 | val_loss: 0.0311781 | Time: 1679.52 ms [2021-05-18 21:57:36 main:581] : INFO : Epoch 1879 | loss: 0.0311789 | val_loss: 0.0311774 | Time: 1611.57 ms [2021-05-18 21:57:37 main:581] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1655.4 ms [2021-05-18 21:57:39 main:581] : INFO : Epoch 1881 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 1731.04 ms [2021-05-18 21:57:41 main:581] : INFO : Epoch 1882 | loss: 0.0311795 | val_loss: 0.0311772 | Time: 1692.37 ms [2021-05-18 21:57:42 main:581] : INFO : Epoch 1883 | loss: 0.0311779 | val_loss: 0.031178 | Time: 1720.65 ms [2021-05-18 21:57:44 main:581] : INFO : Epoch 1884 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 1664.3 ms [2021-05-18 21:57:46 main:581] : INFO : Epoch 1885 | loss: 0.0311776 | val_loss: 0.0311774 | Time: 1814.65 ms [2021-05-18 21:57:48 main:581] : INFO : Epoch 1886 | loss: 0.0311762 | val_loss: 0.0311763 | Time: 1741.2 ms [2021-05-18 21:57:49 main:581] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 1693.36 ms [2021-05-18 21:57:51 main:581] : INFO : Epoch 1888 | loss: 0.0311761 | val_loss: 0.0311744 | Time: 1671.1 ms [2021-05-18 21:57:53 main:581] : INFO : Epoch 1889 | loss: 0.0311768 | val_loss: 0.0311801 | Time: 1716.85 ms [2021-05-18 21:57:54 main:581] : INFO : Epoch 1890 | loss: 0.031176 | val_loss: 0.0311773 | Time: 1710.78 ms [2021-05-18 21:57:56 main:581] : INFO : Epoch 1891 | loss: 0.0311762 | val_loss: 0.0311751 | Time: 1765.89 ms [2021-05-18 21:57:58 main:581] : INFO : Epoch 1892 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 1633.03 ms [2021-05-18 21:57:59 main:581] : INFO : Epoch 1893 | loss: 0.0311782 | val_loss: 0.0311804 | Time: 1682.03 ms [2021-05-18 21:58:01 main:581] : INFO : Epoch 1894 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 1703.87 ms [2021-05-18 21:58:03 main:581] : INFO : Epoch 1895 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 1945.8 ms [2021-05-18 21:58:05 main:581] : INFO : Epoch 1896 | loss: 0.0311774 | val_loss: 0.031175 | Time: 1732.61 ms [2021-05-18 21:58:06 main:581] : INFO : Epoch 1897 | loss: 0.0311751 | val_loss: 0.0311758 | Time: 1631.32 ms [2021-05-18 21:58:08 main:581] : INFO : Epoch 1898 | loss: 0.0311741 | val_loss: 0.0311742 | Time: 1646.81 ms [2021-05-18 21:58:10 main:581] : INFO : Epoch 1899 | loss: 0.0311747 | val_loss: 0.0311751 | Time: 1689.61 ms [2021-05-18 21:58:12 main:581] : INFO : Epoch 1900 | loss: 0.031174 | val_loss: 0.0311752 | Time: 1775.34 ms [2021-05-18 21:58:13 main:581] : INFO : Epoch 1901 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 1719.77 ms [2021-05-18 21:58:15 main:581] : INFO : Epoch 1902 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 1612.71 ms [2021-05-18 21:58:17 main:581] : INFO : Epoch 1903 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 1684.23 ms [2021-05-18 21:58:18 main:581] : INFO : Epoch 1904 | loss: 0.031175 | val_loss: 0.031177 | Time: 1799.24 ms [2021-05-18 21:58:20 main:581] : INFO : Epoch 1905 | loss: 0.0311741 | val_loss: 0.0311759 | Time: 1690.62 ms [2021-05-18 21:58:22 main:581] : INFO : Epoch 1906 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 1773.69 ms [2021-05-18 21:58:24 main:581] : INFO : Epoch 1907 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 1722.62 ms [2021-05-18 21:58:25 main:581] : INFO : Epoch 1908 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1731.5 ms [2021-05-18 21:58:27 main:581] : INFO : Epoch 1909 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 1755.34 ms [2021-05-18 21:58:29 main:581] : INFO : Epoch 1910 | loss: 0.031173 | val_loss: 0.0311778 | Time: 1772.67 ms [2021-05-18 21:58:30 main:581] : INFO : Epoch 1911 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 1642.4 ms [2021-05-18 21:58:32 main:581] : INFO : Epoch 1912 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 1605.78 ms [2021-05-18 21:58:34 main:581] : INFO : Epoch 1913 | loss: 0.0311711 | val_loss: 0.031173 | Time: 1626.32 ms [2021-05-18 21:58:35 main:581] : INFO : Epoch 1914 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 1700.29 ms [2021-05-18 21:58:37 main:581] : INFO : Epoch 1915 | loss: 0.031172 | val_loss: 0.0311727 | Time: 1750.6 ms [2021-05-18 21:58:39 main:581] : INFO : Epoch 1916 | loss: 0.0311717 | val_loss: 0.0311719 | Time: 1711.76 ms [2021-05-18 21:58:41 main:581] : INFO : Epoch 1917 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 1760.45 ms [2021-05-18 21:58:42 main:581] : INFO : Epoch 1918 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 1833.12 ms [2021-05-18 21:58:44 main:581] : INFO : Epoch 1919 | loss: 0.0311711 | val_loss: 0.0311749 | Time: 1695.21 ms [2021-05-18 21:58:46 main:581] : INFO : Epoch 1920 | loss: 0.0311727 | val_loss: 0.031173 | Time: 1712.17 ms [2021-05-18 21:58:48 main:581] : INFO : Epoch 1921 | loss: 0.031171 | val_loss: 0.031173 | Time: 1622.93 ms [2021-05-18 21:58:49 main:581] : INFO : Epoch 1922 | loss: 0.0311703 | val_loss: 0.0311733 | Time: 1651.57 ms [2021-05-18 21:58:51 main:581] : INFO : Epoch 1923 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 1681.39 ms [2021-05-18 21:58:52 main:581] : INFO : Epoch 1924 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 1611.92 ms [2021-05-18 21:58:54 main:581] : INFO : Epoch 1925 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 1818.09 ms [2021-05-18 21:58:56 main:581] : INFO : Epoch 1926 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1634.72 ms [2021-05-18 21:58:58 main:581] : INFO : Epoch 1927 | loss: 0.0311709 | val_loss: 0.031177 | Time: 1619.17 ms [2021-05-18 21:58:59 main:581] : INFO : Epoch 1928 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 1639.85 ms [2021-05-18 21:59:01 main:581] : INFO : Epoch 1929 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 1860.99 ms [2021-05-18 21:59:03 main:581] : INFO : Epoch 1930 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 1791.47 ms [2021-05-18 21:59:04 main:581] : INFO : Epoch 1931 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 1656.05 ms [2021-05-18 21:59:06 main:581] : INFO : Epoch 1932 | loss: 0.031169 | val_loss: 0.0311731 | Time: 1617.12 ms [2021-05-18 21:59:08 main:581] : INFO : Epoch 1933 | loss: 0.0311695 | val_loss: 0.0311746 | Time: 1709.03 ms [2021-05-18 21:59:10 main:581] : INFO : Epoch 1934 | loss: 0.0311704 | val_loss: 0.0311726 | Time: 1749.35 ms [2021-05-18 21:59:11 main:581] : INFO : Epoch 1935 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 1678.5 ms [2021-05-18 21:59:13 main:581] : INFO : Epoch 1936 | loss: 0.0311707 | val_loss: 0.0311754 | Time: 1609.89 ms [2021-05-18 21:59:14 main:581] : INFO : Epoch 1937 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1628.59 ms [2021-05-18 21:59:16 main:581] : INFO : Epoch 1938 | loss: 0.0311724 | val_loss: 0.0311792 | Time: 1616.3 ms [2021-05-18 21:59:18 main:581] : INFO : Epoch 1939 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 1639.37 ms [2021-05-18 21:59:19 main:581] : INFO : Epoch 1940 | loss: 0.0311734 | val_loss: 0.0311821 | Time: 1610.09 ms [2021-05-18 21:59:21 main:581] : INFO : Epoch 1941 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 1706.47 ms [2021-05-18 21:59:23 main:581] : INFO : Epoch 1942 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 1813.84 ms [2021-05-18 21:59:25 main:581] : INFO : Epoch 1943 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 1738.61 ms [2021-05-18 21:59:26 main:581] : INFO : Epoch 1944 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 1800.59 ms [2021-05-18 21:59:28 main:581] : INFO : Epoch 1945 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 1645.67 ms [2021-05-18 21:59:30 main:581] : INFO : Epoch 1946 | loss: 0.0311696 | val_loss: 0.0311766 | Time: 1696.29 ms [2021-05-18 21:59:31 main:581] : INFO : Epoch 1947 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1739.06 ms [2021-05-18 21:59:33 main:581] : INFO : Epoch 1948 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 1721.79 ms [2021-05-18 21:59:35 main:581] : INFO : Epoch 1949 | loss: 0.0311693 | val_loss: 0.031174 | Time: 1836.93 ms [2021-05-18 21:59:37 main:581] : INFO : Epoch 1950 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1640.85 ms [2021-05-18 21:59:38 main:581] : INFO : Epoch 1951 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 1695.42 ms [2021-05-18 21:59:40 main:581] : INFO : Epoch 1952 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 1754.53 ms [2021-05-18 21:59:42 main:581] : INFO : Epoch 1953 | loss: 0.0311683 | val_loss: 0.0311787 | Time: 1797.25 ms [2021-05-18 21:59:44 main:581] : INFO : Epoch 1954 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 1613.35 ms [2021-05-18 21:59:45 main:581] : INFO : Epoch 1955 | loss: 0.0311701 | val_loss: 0.0311756 | Time: 1672.4 ms [2021-05-18 21:59:47 main:581] : INFO : Epoch 1956 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 1785.54 ms [2021-05-18 21:59:49 main:581] : INFO : Epoch 1957 | loss: 0.0311679 | val_loss: 0.0311736 | Time: 1695.71 ms [2021-05-18 21:59:50 main:581] : INFO : Epoch 1958 | loss: 0.0311678 | val_loss: 0.0311751 | Time: 1769.96 ms [2021-05-18 21:59:52 main:581] : INFO : Epoch 1959 | loss: 0.031168 | val_loss: 0.031174 | Time: 1616.68 ms [2021-05-18 21:59:54 main:581] : INFO : Epoch 1960 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 1680.47 ms [2021-05-18 21:59:55 main:581] : INFO : Epoch 1961 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 1677.55 ms [2021-05-18 21:59:57 main:581] : INFO : Epoch 1962 | loss: 0.031175 | val_loss: 0.0311744 | Time: 1619.93 ms [2021-05-18 21:59:59 main:581] : INFO : Epoch 1963 | loss: 0.0311748 | val_loss: 0.0311744 | Time: 1624.74 ms [2021-05-18 22:00:00 main:581] : INFO : Epoch 1964 | loss: 0.0311741 | val_loss: 0.0311733 | Time: 1651.13 ms [2021-05-18 22:00:02 main:581] : INFO : Epoch 1965 | loss: 0.0311738 | val_loss: 0.0311749 | Time: 1679.54 ms [2021-05-18 22:00:04 main:581] : INFO : Epoch 1966 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 1792.89 ms [2021-05-18 22:00:06 main:581] : INFO : Epoch 1967 | loss: 0.0311728 | val_loss: 0.031178 | Time: 1705.49 ms [2021-05-18 22:00:07 main:581] : INFO : Epoch 1968 | loss: 0.0311739 | val_loss: 0.0311727 | Time: 1879.19 ms [2021-05-18 22:00:09 main:581] : INFO : Epoch 1969 | loss: 0.0311711 | val_loss: 0.0311724 | Time: 1675.59 ms [2021-05-18 22:00:11 main:581] : INFO : Epoch 1970 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 1701.87 ms [2021-05-18 22:00:12 main:581] : INFO : Epoch 1971 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1663.44 ms [2021-05-18 22:00:14 main:581] : INFO : Epoch 1972 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1720.33 ms [2021-05-18 22:00:16 main:581] : INFO : Epoch 1973 | loss: 0.0311725 | val_loss: 0.031175 | Time: 1657.78 ms [2021-05-18 22:00:17 main:581] : INFO : Epoch 1974 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1609.56 ms [2021-05-18 22:00:19 main:581] : INFO : Epoch 1975 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 1721.42 ms [2021-05-18 22:00:21 main:581] : INFO : Epoch 1976 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 1799.87 ms [2021-05-18 22:00:23 main:581] : INFO : Epoch 1977 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 1777.01 ms [2021-05-18 22:00:24 main:581] : INFO : Epoch 1978 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 1605.44 ms [2021-05-18 22:00:26 main:581] : INFO : Epoch 1979 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 1655.73 ms [2021-05-18 22:00:28 main:581] : INFO : Epoch 1980 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 1786.53 ms [2021-05-18 22:00:29 main:581] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 1711.39 ms [2021-05-18 22:00:31 main:581] : INFO : Epoch 1982 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 1682.35 ms [2021-05-18 22:00:33 main:581] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311766 | Time: 1692.19 ms [2021-05-18 22:00:35 main:581] : INFO : Epoch 1984 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1675 ms [2021-05-18 22:00:36 main:581] : INFO : Epoch 1985 | loss: 0.0311717 | val_loss: 0.0311775 | Time: 1677.39 ms [2021-05-18 22:00:38 main:581] : INFO : Epoch 1986 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 1675.49 ms [2021-05-18 22:00:40 main:581] : INFO : Epoch 1987 | loss: 0.0311725 | val_loss: 0.031176 | Time: 1775.46 ms [2021-05-18 22:00:41 main:581] : INFO : Epoch 1988 | loss: 0.0311711 | val_loss: 0.0311743 | Time: 1628.14 ms [2021-05-18 22:00:43 main:581] : INFO : Epoch 1989 | loss: 0.0311711 | val_loss: 0.0311752 | Time: 1619.57 ms [2021-05-18 22:00:45 main:581] : INFO : Epoch 1990 | loss: 0.0311711 | val_loss: 0.0311775 | Time: 1702.54 ms [2021-05-18 22:00:46 main:581] : INFO : Epoch 1991 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 1651.04 ms [2021-05-18 22:00:48 main:581] : INFO : Epoch 1992 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 1635.61 ms [2021-05-18 22:00:50 main:581] : INFO : Epoch 1993 | loss: 0.0311691 | val_loss: 0.0311726 | Time: 1713.67 ms [2021-05-18 22:00:51 main:581] : INFO : Epoch 1994 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 1791.03 ms [2021-05-18 22:00:53 main:581] : INFO : Epoch 1995 | loss: 0.0311699 | val_loss: 0.0311826 | Time: 1681.27 ms [2021-05-18 22:00:55 main:581] : INFO : Epoch 1996 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 1720.04 ms [2021-05-18 22:00:57 main:581] : INFO : Epoch 1997 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 1770.99 ms [2021-05-18 22:00:58 main:581] : INFO : Epoch 1998 | loss: 0.0311706 | val_loss: 0.0311752 | Time: 1604.01 ms [2021-05-18 22:01:00 main:581] : INFO : Epoch 1999 | loss: 0.0311752 | val_loss: 0.031173 | Time: 1678.67 ms [2021-05-18 22:01:01 main:581] : INFO : Epoch 2000 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 1621.6 ms [2021-05-18 22:01:03 main:581] : INFO : Epoch 2001 | loss: 0.0311681 | val_loss: 0.0311737 | Time: 1659.06 ms [2021-05-18 22:01:05 main:581] : INFO : Epoch 2002 | loss: 0.0311686 | val_loss: 0.0311792 | Time: 1745.28 ms [2021-05-18 22:01:07 main:581] : INFO : Epoch 2003 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 1688.79 ms [2021-05-18 22:01:08 main:581] : INFO : Epoch 2004 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 1734.97 ms [2021-05-18 22:01:10 main:581] : INFO : Epoch 2005 | loss: 0.0311658 | val_loss: 0.0311714 | Time: 1694.82 ms [2021-05-18 22:01:12 main:581] : INFO : Epoch 2006 | loss: 0.0311673 | val_loss: 0.0311715 | Time: 1636.77 ms [2021-05-18 22:01:14 main:581] : INFO : Epoch 2007 | loss: 0.0311663 | val_loss: 0.0311815 | Time: 1872.27 ms [2021-05-18 22:01:15 main:581] : INFO : Epoch 2008 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 1754.11 ms [2021-05-18 22:01:17 main:581] : INFO : Epoch 2009 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1653.42 ms [2021-05-18 22:01:19 main:581] : INFO : Epoch 2010 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 1610.38 ms [2021-05-18 22:01:20 main:581] : INFO : Epoch 2011 | loss: 0.0311662 | val_loss: 0.0311736 | Time: 1613.16 ms [2021-05-18 22:01:22 main:581] : INFO : Epoch 2012 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 1654.65 ms [2021-05-18 22:01:24 main:581] : INFO : Epoch 2013 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 1694.94 ms [2021-05-18 22:01:25 main:581] : INFO : Epoch 2014 | loss: 0.031166 | val_loss: 0.0311722 | Time: 1752.42 ms [2021-05-18 22:01:27 main:581] : INFO : Epoch 2015 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1655.93 ms [2021-05-18 22:01:29 main:581] : INFO : Epoch 2016 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 1825.32 ms [2021-05-18 22:01:30 main:581] : INFO : Epoch 2017 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 1668.59 ms [2021-05-18 22:01:32 main:581] : INFO : Epoch 2018 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 1709.39 ms [2021-05-18 22:01:34 main:581] : INFO : Epoch 2019 | loss: 0.0311692 | val_loss: 0.031173 | Time: 1707.99 ms [2021-05-18 22:01:36 main:581] : INFO : Epoch 2020 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1712.95 ms [2021-05-18 22:01:37 main:581] : INFO : Epoch 2021 | loss: 0.0311697 | val_loss: 0.031173 | Time: 1692.39 ms [2021-05-18 22:01:39 main:581] : INFO : Epoch 2022 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 1687.72 ms [2021-05-18 22:01:41 main:581] : INFO : Epoch 2023 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 1714.46 ms [2021-05-18 22:01:42 main:581] : INFO : Epoch 2024 | loss: 0.031168 | val_loss: 0.0311709 | Time: 1736.62 ms [2021-05-18 22:01:44 main:581] : INFO : Epoch 2025 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 1705.26 ms [2021-05-18 22:01:46 main:581] : INFO : Epoch 2026 | loss: 0.0311683 | val_loss: 0.0311712 | Time: 1729.04 ms [2021-05-18 22:01:48 main:581] : INFO : Epoch 2027 | loss: 0.0311666 | val_loss: 0.03117 | Time: 1761.25 ms [2021-05-18 22:01:49 main:581] : INFO : Epoch 2028 | loss: 0.0311666 | val_loss: 0.031171 | Time: 1725.23 ms [2021-05-18 22:01:51 main:581] : INFO : Epoch 2029 | loss: 0.0311661 | val_loss: 0.031171 | Time: 1662.56 ms [2021-05-18 22:01:53 main:581] : INFO : Epoch 2030 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1759.41 ms [2021-05-18 22:01:54 main:581] : INFO : Epoch 2031 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 1721.03 ms [2021-05-18 22:01:56 main:581] : INFO : Epoch 2032 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1671.27 ms [2021-05-18 22:01:58 main:581] : INFO : Epoch 2033 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 1732.83 ms [2021-05-18 22:01:59 main:581] : INFO : Epoch 2034 | loss: 0.0311662 | val_loss: 0.0311752 | Time: 1639.04 ms [2021-05-18 22:02:01 main:581] : INFO : Epoch 2035 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1707.53 ms [2021-05-18 22:02:03 main:581] : INFO : Epoch 2036 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 1684.41 ms [2021-05-18 22:02:05 main:581] : INFO : Epoch 2037 | loss: 0.0311651 | val_loss: 0.0311763 | Time: 1630.74 ms [2021-05-18 22:02:06 main:581] : INFO : Epoch 2038 | loss: 0.031167 | val_loss: 0.0311697 | Time: 1642.61 ms [2021-05-18 22:02:08 main:581] : INFO : Epoch 2039 | loss: 0.031164 | val_loss: 0.0311713 | Time: 1642.6 ms [2021-05-18 22:02:09 main:581] : INFO : Epoch 2040 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 1665.38 ms [2021-05-18 22:02:11 main:581] : INFO : Epoch 2041 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 1658.64 ms [2021-05-18 22:02:13 main:581] : INFO : Epoch 2042 | loss: 0.0311658 | val_loss: 0.0311765 | Time: 1651.47 ms [2021-05-18 22:02:14 main:581] : INFO : Epoch 2043 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 1602.04 ms [2021-05-18 22:02:16 main:581] : INFO : Epoch 2044 | loss: 0.0311666 | val_loss: 0.0311805 | Time: 1641.16 ms [2021-05-18 22:02:18 main:581] : INFO : Epoch 2045 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 1733.92 ms [2021-05-18 22:02:19 main:581] : INFO : Epoch 2046 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 1717.5 ms [2021-05-18 22:02:21 main:581] : INFO : Epoch 2047 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1724.35 ms [2021-05-18 22:02:23 main:581] : INFO : Epoch 2048 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 1701.67 ms [2021-05-18 22:02:23 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311723 [2021-05-18 22:02:23 main:610] : INFO : Saving end state to config to file [2021-05-18 22:02:23 main:615] : INFO : Success, exiting.. 22:02:23 (28653): 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)