Task 5174416
| Name | ParityMachine-1619234382-29563-2_1 |
| Workunit | 3087085 |
| Created | 10 May 2021, 22:28:36 UTC |
| Sent | 11 May 2021, 1:29:23 UTC |
| Report deadline | 18 May 2021, 1:29:23 UTC |
| Received | 11 May 2021, 10:40:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 59 min 49 sec |
| CPU time | 57 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,174.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-05-11 13:15:10 main:574] : INFO : Epoch 1542 | loss: 0.0310245 | val_loss: 0.0310979 | Time: 1718.07 ms [2021-05-11 13:15:12 main:574] : INFO : Epoch 1543 | loss: 0.0310304 | val_loss: 0.0310916 | Time: 1687.96 ms [2021-05-11 13:15:13 main:574] : INFO : Epoch 1544 | loss: 0.0310253 | val_loss: 0.0310983 | Time: 1711.09 ms [2021-05-11 13:15:15 main:574] : INFO : Epoch 1545 | loss: 0.0310228 | val_loss: 0.0310887 | Time: 1682.54 ms [2021-05-11 13:15:17 main:574] : INFO : Epoch 1546 | loss: 0.0310194 | val_loss: 0.0310841 | Time: 1691.86 ms [2021-05-11 13:15:18 main:574] : INFO : Epoch 1547 | loss: 0.0310173 | val_loss: 0.0310934 | Time: 1683.29 ms [2021-05-11 13:15:20 main:574] : INFO : Epoch 1548 | loss: 0.0310359 | val_loss: 0.0311071 | Time: 1706.77 ms [2021-05-11 13:15:22 main:574] : INFO : Epoch 1549 | loss: 0.0310786 | val_loss: 0.0310945 | Time: 1681.11 ms [2021-05-11 13:15:24 main:574] : INFO : Epoch 1550 | loss: 0.0310778 | val_loss: 0.0310907 | Time: 1713.16 ms [2021-05-11 13:15:25 main:574] : INFO : Epoch 1551 | loss: 0.0310602 | val_loss: 0.0310781 | Time: 1731.19 ms [2021-05-11 13:15:27 main:574] : INFO : Epoch 1552 | loss: 0.0310491 | val_loss: 0.0310785 | Time: 1693.94 ms [2021-05-11 13:15:29 main:574] : INFO : Epoch 1553 | loss: 0.0310448 | val_loss: 0.031094 | Time: 1713.3 ms [2021-05-11 13:15:31 main:574] : INFO : Epoch 1554 | loss: 0.0310459 | val_loss: 0.0310818 | Time: 1670.03 ms [2021-05-11 13:15:32 main:574] : INFO : Epoch 1555 | loss: 0.031041 | val_loss: 0.031089 | Time: 1675.27 ms [2021-05-11 13:15:34 main:574] : INFO : Epoch 1556 | loss: 0.0310343 | val_loss: 0.031083 | Time: 1693.86 ms [2021-05-11 13:15:36 main:574] : INFO : Epoch 1557 | loss: 0.0310377 | val_loss: 0.0310879 | Time: 1688.72 ms [2021-05-11 13:15:38 main:574] : INFO : Epoch 1558 | loss: 0.0310351 | val_loss: 0.0310823 | Time: 1702.81 ms [2021-05-11 13:15:39 main:574] : INFO : Epoch 1559 | loss: 0.0310303 | val_loss: 0.0310883 | Time: 1704.78 ms [2021-05-11 13:15:41 main:574] : INFO : Epoch 1560 | loss: 0.0310385 | val_loss: 0.0310845 | Time: 1667.95 ms [2021-05-11 13:15:43 main:574] : INFO : Epoch 1561 | loss: 0.0310371 | val_loss: 0.0310857 | Time: 1711.5 ms [2021-05-11 13:15:44 main:574] : INFO : Epoch 1562 | loss: 0.0310309 | val_loss: 0.031092 | Time: 1699.6 ms [2021-05-11 13:15:46 main:574] : INFO : Epoch 1563 | loss: 0.0310358 | val_loss: 0.0311064 | Time: 1722.71 ms [2021-05-11 13:15:48 main:574] : INFO : Epoch 1564 | loss: 0.0310313 | val_loss: 0.0310915 | Time: 1733.02 ms [2021-05-11 13:15:50 main:574] : INFO : Epoch 1565 | loss: 0.0310332 | val_loss: 0.0310883 | Time: 1717.84 ms [2021-05-11 13:15:51 main:574] : INFO : Epoch 1566 | loss: 0.0310309 | val_loss: 0.0310945 | Time: 1661.56 ms [2021-05-11 13:15:53 main:574] : INFO : Epoch 1567 | loss: 0.0310277 | val_loss: 0.031088 | Time: 1711.11 ms [2021-05-11 13:15:55 main:574] : INFO : Epoch 1568 | loss: 0.0310313 | val_loss: 0.0310949 | Time: 1695.14 ms [2021-05-11 13:15:57 main:574] : INFO : Epoch 1569 | loss: 0.031036 | val_loss: 0.0310892 | Time: 1702.34 ms [2021-05-11 13:15:58 main:574] : INFO : Epoch 1570 | loss: 0.0310424 | val_loss: 0.0311072 | Time: 1717.85 ms [2021-05-11 13:16:00 main:574] : INFO : Epoch 1571 | loss: 0.0310626 | val_loss: 0.0310862 | Time: 1724.8 ms [2021-05-11 13:16:02 main:574] : INFO : Epoch 1572 | loss: 0.0310463 | val_loss: 0.0310814 | Time: 1685.33 ms [2021-05-11 13:16:04 main:574] : INFO : Epoch 1573 | loss: 0.0310365 | val_loss: 0.0310774 | Time: 1705.83 ms [2021-05-11 13:16:05 main:574] : INFO : Epoch 1574 | loss: 0.0310324 | val_loss: 0.0310798 | Time: 1737.98 ms [2021-05-11 13:16:07 main:574] : INFO : Epoch 1575 | loss: 0.0310267 | val_loss: 0.031078 | Time: 1713.15 ms [2021-05-11 13:16:09 main:574] : INFO : Epoch 1576 | loss: 0.0310268 | val_loss: 0.031078 | Time: 1713.17 ms [2021-05-11 13:16:11 main:574] : INFO : Epoch 1577 | loss: 0.0310304 | val_loss: 0.0310855 | Time: 1674.65 ms [2021-05-11 13:16:12 main:574] : INFO : Epoch 1578 | loss: 0.0310271 | val_loss: 0.0310826 | Time: 1663.31 ms [2021-05-11 13:16:14 main:574] : INFO : Epoch 1579 | loss: 0.031028 | val_loss: 0.0310858 | Time: 1689.08 ms [2021-05-11 13:16:16 main:574] : INFO : Epoch 1580 | loss: 0.0310229 | val_loss: 0.0310803 | Time: 1699.71 ms [2021-05-11 13:16:17 main:574] : INFO : Epoch 1581 | loss: 0.0310286 | val_loss: 0.0310857 | Time: 1687.27 ms [2021-05-11 13:16:19 main:574] : INFO : Epoch 1582 | loss: 0.0310223 | val_loss: 0.0310843 | Time: 1698.04 ms [2021-05-11 13:16:21 main:574] : INFO : Epoch 1583 | loss: 0.0310225 | val_loss: 0.0310841 | Time: 1662.64 ms [2021-05-11 13:16:23 main:574] : INFO : Epoch 1584 | loss: 0.031018 | val_loss: 0.031084 | Time: 1706.31 ms [2021-05-11 13:16:24 main:574] : INFO : Epoch 1585 | loss: 0.0310185 | val_loss: 0.0310826 | Time: 1723.63 ms [2021-05-11 13:16:26 main:574] : INFO : Epoch 1586 | loss: 0.0310141 | val_loss: 0.0310834 | Time: 1721.1 ms [2021-05-11 13:16:28 main:574] : INFO : Epoch 1587 | loss: 0.0310199 | val_loss: 0.0310815 | Time: 1709.91 ms [2021-05-11 13:16:30 main:574] : INFO : Epoch 1588 | loss: 0.0310188 | val_loss: 0.0310831 | Time: 1725.28 ms [2021-05-11 13:16:31 main:574] : INFO : Epoch 1589 | loss: 0.0310202 | val_loss: 0.0310795 | Time: 1667.17 ms [2021-05-11 13:16:33 main:574] : INFO : Epoch 1590 | loss: 0.0310234 | val_loss: 0.0310806 | Time: 1718.87 ms [2021-05-11 13:16:35 main:574] : INFO : Epoch 1591 | loss: 0.0310324 | val_loss: 0.03108 | Time: 1703.31 ms [2021-05-11 13:16:37 main:574] : INFO : Epoch 1592 | loss: 0.0310257 | val_loss: 0.0310764 | Time: 1714.79 ms [2021-05-11 13:16:38 main:574] : INFO : Epoch 1593 | loss: 0.0310273 | val_loss: 0.0310735 | Time: 1696.22 ms [2021-05-11 13:16:40 main:574] : INFO : Epoch 1594 | loss: 0.0310207 | val_loss: 0.0310764 | Time: 1710.99 ms [2021-05-11 13:16:42 main:574] : INFO : Epoch 1595 | loss: 0.0310183 | val_loss: 0.0310766 | Time: 1665.96 ms [2021-05-11 13:16:44 main:574] : INFO : Epoch 1596 | loss: 0.0310218 | val_loss: 0.0310779 | Time: 1694.72 ms [2021-05-11 13:16:45 main:574] : INFO : Epoch 1597 | loss: 0.0310141 | val_loss: 0.0310855 | Time: 1725.47 ms [2021-05-11 13:16:47 main:574] : INFO : Epoch 1598 | loss: 0.0310126 | val_loss: 0.0310893 | Time: 1709.65 ms [2021-05-11 13:16:49 main:574] : INFO : Epoch 1599 | loss: 0.0310148 | val_loss: 0.0310841 | Time: 1711.8 ms [2021-05-11 13:16:51 main:574] : INFO : Epoch 1600 | loss: 0.0310137 | val_loss: 0.031084 | Time: 1691.27 ms [2021-05-11 13:16:52 main:574] : INFO : Epoch 1601 | loss: 0.0310132 | val_loss: 0.0310894 | Time: 1689.79 ms [2021-05-11 13:16:54 main:574] : INFO : Epoch 1602 | loss: 0.0310141 | val_loss: 0.0310837 | Time: 1698.66 ms [2021-05-11 13:16:56 main:574] : INFO : Epoch 1603 | loss: 0.0310124 | val_loss: 0.0310813 | Time: 1719.1 ms [2021-05-11 13:16:57 main:574] : INFO : Epoch 1604 | loss: 0.0310102 | val_loss: 0.0310816 | Time: 1682.2 ms [2021-05-11 13:16:59 main:574] : INFO : Epoch 1605 | loss: 0.0310087 | val_loss: 0.0310814 | Time: 1708.02 ms [2021-05-11 13:17:01 main:574] : INFO : Epoch 1606 | loss: 0.031011 | val_loss: 0.0310759 | Time: 1676.84 ms [2021-05-11 13:17:03 main:574] : INFO : Epoch 1607 | loss: 0.0310092 | val_loss: 0.0310981 | Time: 1710.38 ms [2021-05-11 13:17:04 main:574] : INFO : Epoch 1608 | loss: 0.031013 | val_loss: 0.0310836 | Time: 1691.35 ms [2021-05-11 13:17:06 main:574] : INFO : Epoch 1609 | loss: 0.0310274 | val_loss: 0.0310873 | Time: 1693.46 ms [2021-05-11 13:17:08 main:574] : INFO : Epoch 1610 | loss: 0.0310244 | val_loss: 0.0310804 | Time: 1703.26 ms [2021-05-11 13:17:10 main:574] : INFO : Epoch 1611 | loss: 0.0310357 | val_loss: 0.0310812 | Time: 1692.67 ms [2021-05-11 13:17:11 main:574] : INFO : Epoch 1612 | loss: 0.0310289 | val_loss: 0.0310833 | Time: 1684.67 ms [2021-05-11 13:17:13 main:574] : INFO : Epoch 1613 | loss: 0.0310265 | val_loss: 0.0311256 | Time: 1722.15 ms [2021-05-11 13:17:15 main:574] : INFO : Epoch 1614 | loss: 0.0310672 | val_loss: 0.0310898 | Time: 1711.83 ms [2021-05-11 13:17:17 main:574] : INFO : Epoch 1615 | loss: 0.0310689 | val_loss: 0.031091 | Time: 1705.47 ms [2021-05-11 13:17:18 main:574] : INFO : Epoch 1616 | loss: 0.0310557 | val_loss: 0.0310883 | Time: 1706.4 ms [2021-05-11 13:17:20 main:574] : INFO : Epoch 1617 | loss: 0.0310444 | val_loss: 0.0310837 | Time: 1732.75 ms [2021-05-11 13:17:22 main:574] : INFO : Epoch 1618 | loss: 0.0310367 | val_loss: 0.0310753 | Time: 1659.88 ms [2021-05-11 13:17:23 main:574] : INFO : Epoch 1619 | loss: 0.0310312 | val_loss: 0.0310735 | Time: 1716.17 ms [2021-05-11 13:17:25 main:574] : INFO : Epoch 1620 | loss: 0.0310303 | val_loss: 0.0310747 | Time: 1712.2 ms [2021-05-11 13:17:27 main:574] : INFO : Epoch 1621 | loss: 0.0310275 | val_loss: 0.031083 | Time: 1735.45 ms [2021-05-11 13:17:29 main:574] : INFO : Epoch 1622 | loss: 0.0310306 | val_loss: 0.0310782 | Time: 1694.4 ms [2021-05-11 13:17:30 main:574] : INFO : Epoch 1623 | loss: 0.0310243 | val_loss: 0.031089 | Time: 1702.56 ms [2021-05-11 13:17:32 main:574] : INFO : Epoch 1624 | loss: 0.0310276 | val_loss: 0.0310857 | Time: 1671.9 ms [2021-05-11 13:17:34 main:574] : INFO : Epoch 1625 | loss: 0.0310217 | val_loss: 0.0310819 | Time: 1685.85 ms [2021-05-11 13:17:36 main:574] : INFO : Epoch 1626 | loss: 0.0310178 | val_loss: 0.0310841 | Time: 1732.49 ms [2021-05-11 13:17:37 main:574] : INFO : Epoch 1627 | loss: 0.0310224 | val_loss: 0.0310889 | Time: 1715.76 ms [2021-05-11 13:17:39 main:574] : INFO : Epoch 1628 | loss: 0.0310156 | val_loss: 0.0310878 | Time: 1731.52 ms [2021-05-11 13:17:41 main:574] : INFO : Epoch 1629 | loss: 0.0310206 | val_loss: 0.0310783 | Time: 1685.51 ms [2021-05-11 13:17:43 main:574] : INFO : Epoch 1630 | loss: 0.0310173 | val_loss: 0.0310839 | Time: 1694.87 ms [2021-05-11 13:17:44 main:574] : INFO : Epoch 1631 | loss: 0.031014 | val_loss: 0.0310822 | Time: 1709.33 ms [2021-05-11 13:17:46 main:574] : INFO : Epoch 1632 | loss: 0.0310125 | val_loss: 0.0310887 | Time: 1714.23 ms [2021-05-11 13:17:48 main:574] : INFO : Epoch 1633 | loss: 0.0310133 | val_loss: 0.0310924 | Time: 1710 ms [2021-05-11 13:17:50 main:574] : INFO : Epoch 1634 | loss: 0.031017 | val_loss: 0.0310797 | Time: 1729.78 ms [2021-05-11 13:17:51 main:574] : INFO : Epoch 1635 | loss: 0.0310197 | val_loss: 0.0310824 | Time: 1685.18 ms [2021-05-11 13:17:53 main:574] : INFO : Epoch 1636 | loss: 0.0310164 | val_loss: 0.0310873 | Time: 1732.55 ms [2021-05-11 13:17:55 main:574] : INFO : Epoch 1637 | loss: 0.031017 | val_loss: 0.0310884 | Time: 1727.5 ms [2021-05-11 13:17:57 main:574] : INFO : Epoch 1638 | loss: 0.0310136 | val_loss: 0.0310807 | Time: 1723.41 ms [2021-05-11 13:17:58 main:574] : INFO : Epoch 1639 | loss: 0.0310138 | val_loss: 0.031078 | Time: 1705.49 ms [2021-05-11 13:18:00 main:574] : INFO : Epoch 1640 | loss: 0.0310153 | val_loss: 0.0310728 | Time: 1702.62 ms [2021-05-11 13:18:02 main:574] : INFO : Epoch 1641 | loss: 0.0310143 | val_loss: 0.031089 | Time: 1668.21 ms [2021-05-11 13:18:04 main:574] : INFO : Epoch 1642 | loss: 0.0310097 | val_loss: 0.0310886 | Time: 1727.98 ms [2021-05-11 13:18:05 main:574] : INFO : Epoch 1643 | loss: 0.0310049 | val_loss: 0.0310862 | Time: 1708.7 ms [2021-05-11 13:18:07 main:574] : INFO : Epoch 1644 | loss: 0.0310077 | val_loss: 0.0311013 | Time: 1702.15 ms [2021-05-11 13:18:09 main:574] : INFO : Epoch 1645 | loss: 0.0310165 | val_loss: 0.031085 | Time: 1701.64 ms [2021-05-11 13:18:10 main:574] : INFO : Epoch 1646 | loss: 0.0310153 | val_loss: 0.0310761 | Time: 1710.43 ms [2021-05-11 13:18:12 main:574] : INFO : Epoch 1647 | loss: 0.0310122 | val_loss: 0.0310791 | Time: 1670.03 ms [2021-05-11 13:18:14 main:574] : INFO : Epoch 1648 | loss: 0.0310128 | val_loss: 0.0310722 | Time: 1730.24 ms [2021-05-11 13:18:16 main:574] : INFO : Epoch 1649 | loss: 0.0310073 | val_loss: 0.0310843 | Time: 1747.84 ms [2021-05-11 13:18:17 main:574] : INFO : Epoch 1650 | loss: 0.0310097 | val_loss: 0.0310811 | Time: 1714.29 ms [2021-05-11 13:18:19 main:574] : INFO : Epoch 1651 | loss: 0.0310055 | val_loss: 0.0310793 | Time: 1709.35 ms [2021-05-11 13:18:21 main:574] : INFO : Epoch 1652 | loss: 0.031007 | val_loss: 0.0310794 | Time: 1686.78 ms [2021-05-11 13:18:23 main:574] : INFO : Epoch 1653 | loss: 0.0310034 | val_loss: 0.0310811 | Time: 1674.71 ms [2021-05-11 13:18:24 main:574] : INFO : Epoch 1654 | loss: 0.0310037 | val_loss: 0.0310897 | Time: 1718.86 ms [2021-05-11 13:18:26 main:574] : INFO : Epoch 1655 | loss: 0.0310025 | val_loss: 0.0310809 | Time: 1701.13 ms [2021-05-11 13:18:28 main:574] : INFO : Epoch 1656 | loss: 0.0310012 | val_loss: 0.0310912 | Time: 1700.89 ms [2021-05-11 13:18:30 main:574] : INFO : Epoch 1657 | loss: 0.0310041 | val_loss: 0.0310874 | Time: 1696.92 ms [2021-05-11 13:18:31 main:574] : INFO : Epoch 1658 | loss: 0.0309988 | val_loss: 0.0310845 | Time: 1657.73 ms [2021-05-11 13:18:33 main:574] : INFO : Epoch 1659 | loss: 0.030999 | val_loss: 0.0310893 | Time: 1704.97 ms [2021-05-11 13:18:35 main:574] : INFO : Epoch 1660 | loss: 0.0309998 | val_loss: 0.0310881 | Time: 1700.27 ms [2021-05-11 13:18:36 main:574] : INFO : Epoch 1661 | loss: 0.0310046 | val_loss: 0.0310947 | Time: 1693.74 ms [2021-05-11 13:18:38 main:574] : INFO : Epoch 1662 | loss: 0.0310029 | val_loss: 0.0310858 | Time: 1704.9 ms [2021-05-11 13:18:40 main:574] : INFO : Epoch 1663 | loss: 0.0310003 | val_loss: 0.0310978 | Time: 1696.17 ms [2021-05-11 13:18:42 main:574] : INFO : Epoch 1664 | loss: 0.0310021 | val_loss: 0.0310925 | Time: 1659.48 ms [2021-05-11 13:18:43 main:574] : INFO : Epoch 1665 | loss: 0.0310071 | val_loss: 0.0310868 | Time: 1682.49 ms [2021-05-11 13:18:45 main:574] : INFO : Epoch 1666 | loss: 0.0310109 | val_loss: 0.031096 | Time: 1720.49 ms [2021-05-11 13:18:47 main:574] : INFO : Epoch 1667 | loss: 0.0310056 | val_loss: 0.031095 | Time: 1719.39 ms [2021-05-11 13:18:49 main:574] : INFO : Epoch 1668 | loss: 0.0310133 | val_loss: 0.031103 | Time: 1702.06 ms [2021-05-11 13:18:50 main:574] : INFO : Epoch 1669 | loss: 0.0310074 | val_loss: 0.0310888 | Time: 1697.49 ms [2021-05-11 13:18:52 main:574] : INFO : Epoch 1670 | loss: 0.0310018 | val_loss: 0.0310798 | Time: 1666.76 ms [2021-05-11 13:18:54 main:574] : INFO : Epoch 1671 | loss: 0.031012 | val_loss: 0.0310945 | Time: 1702.15 ms [2021-05-11 13:18:56 main:574] : INFO : Epoch 1672 | loss: 0.0310125 | val_loss: 0.031075 | Time: 1720.2 ms [2021-05-11 13:18:57 main:574] : INFO : Epoch 1673 | loss: 0.0310143 | val_loss: 0.0310842 | Time: 1717.38 ms [2021-05-11 13:18:59 main:574] : INFO : Epoch 1674 | loss: 0.0310067 | val_loss: 0.0310998 | Time: 1707.33 ms [2021-05-11 13:19:01 main:574] : INFO : Epoch 1675 | loss: 0.0310139 | val_loss: 0.0310893 | Time: 1681.58 ms [2021-05-11 13:19:02 main:574] : INFO : Epoch 1676 | loss: 0.0310118 | val_loss: 0.031093 | Time: 1686.31 ms [2021-05-11 13:19:04 main:574] : INFO : Epoch 1677 | loss: 0.0310022 | val_loss: 0.0310825 | Time: 1729.26 ms [2021-05-11 13:19:06 main:574] : INFO : Epoch 1678 | loss: 0.031031 | val_loss: 0.0310921 | Time: 1701.55 ms [2021-05-11 13:19:08 main:574] : INFO : Epoch 1679 | loss: 0.0310466 | val_loss: 0.0310795 | Time: 1722.83 ms [2021-05-11 13:19:09 main:574] : INFO : Epoch 1680 | loss: 0.0310435 | val_loss: 0.0310729 | Time: 1717 ms [2021-05-11 13:19:11 main:574] : INFO : Epoch 1681 | loss: 0.0310335 | val_loss: 0.0310851 | Time: 1664.74 ms [2021-05-11 13:19:13 main:574] : INFO : Epoch 1682 | loss: 0.0310251 | val_loss: 0.0310836 | Time: 1686.81 ms [2021-05-11 13:19:15 main:574] : INFO : Epoch 1683 | loss: 0.0310232 | val_loss: 0.031068 | Time: 1709.69 ms [2021-05-11 13:19:16 main:574] : INFO : Epoch 1684 | loss: 0.0310172 | val_loss: 0.0310723 | Time: 1707.81 ms [2021-05-11 13:19:18 main:574] : INFO : Epoch 1685 | loss: 0.0310157 | val_loss: 0.0310842 | Time: 1727.4 ms [2021-05-11 13:19:20 main:574] : INFO : Epoch 1686 | loss: 0.0310235 | val_loss: 0.0310917 | Time: 1704.23 ms [2021-05-11 13:19:22 main:574] : INFO : Epoch 1687 | loss: 0.0310173 | val_loss: 0.0310781 | Time: 1658.95 ms [2021-05-11 13:19:23 main:574] : INFO : Epoch 1688 | loss: 0.0310157 | val_loss: 0.0310859 | Time: 1700.4 ms [2021-05-11 13:19:25 main:574] : INFO : Epoch 1689 | loss: 0.0310094 | val_loss: 0.0310839 | Time: 1714.61 ms [2021-05-11 13:19:27 main:574] : INFO : Epoch 1690 | loss: 0.0310082 | val_loss: 0.0310802 | Time: 1710.79 ms [2021-05-11 13:19:28 main:574] : INFO : Epoch 1691 | loss: 0.0310125 | val_loss: 0.0310849 | Time: 1717.44 ms [2021-05-11 13:19:30 main:574] : INFO : Epoch 1692 | loss: 0.031009 | val_loss: 0.0310883 | Time: 1712.96 ms [2021-05-11 13:19:32 main:574] : INFO : Epoch 1693 | loss: 0.0310189 | val_loss: 0.031094 | Time: 1680.2 ms [2021-05-11 13:19:34 main:574] : INFO : Epoch 1694 | loss: 0.0310267 | val_loss: 0.031087 | Time: 1692.27 ms [2021-05-11 13:19:35 main:574] : INFO : Epoch 1695 | loss: 0.0310423 | val_loss: 0.0310797 | Time: 1705.87 ms [2021-05-11 13:19:37 main:574] : INFO : Epoch 1696 | loss: 0.0310338 | val_loss: 0.0310818 | Time: 1700.68 ms [2021-05-11 13:19:39 main:574] : INFO : Epoch 1697 | loss: 0.0310218 | val_loss: 0.0310871 | Time: 1677.51 ms [2021-05-11 13:19:41 main:574] : INFO : Epoch 1698 | loss: 0.0310191 | val_loss: 0.0310841 | Time: 1706.38 ms [2021-05-11 13:19:42 main:574] : INFO : Epoch 1699 | loss: 0.031021 | val_loss: 0.0310921 | Time: 1668.42 ms [2021-05-11 13:19:44 main:574] : INFO : Epoch 1700 | loss: 0.0310127 | val_loss: 0.0310876 | Time: 1706.76 ms [2021-05-11 13:19:46 main:574] : INFO : Epoch 1701 | loss: 0.0310082 | val_loss: 0.031086 | Time: 1696.02 ms [2021-05-11 13:19:47 main:574] : INFO : Epoch 1702 | loss: 0.0310093 | val_loss: 0.0310875 | Time: 1715.22 ms [2021-05-11 13:19:49 main:574] : INFO : Epoch 1703 | loss: 0.0310094 | val_loss: 0.03109 | Time: 1706.91 ms [2021-05-11 13:19:51 main:574] : INFO : Epoch 1704 | loss: 0.0310118 | val_loss: 0.031088 | Time: 1694.67 ms [2021-05-11 13:19:53 main:574] : INFO : Epoch 1705 | loss: 0.031005 | val_loss: 0.0310863 | Time: 1686.89 ms [2021-05-11 13:19:54 main:574] : INFO : Epoch 1706 | loss: 0.0310027 | val_loss: 0.0310988 | Time: 1722.35 ms [2021-05-11 13:19:56 main:574] : INFO : Epoch 1707 | loss: 0.0310005 | val_loss: 0.0310942 | Time: 1714.05 ms [2021-05-11 13:19:58 main:574] : INFO : Epoch 1708 | loss: 0.0309997 | val_loss: 0.0310839 | Time: 1725.55 ms [2021-05-11 13:20:00 main:574] : INFO : Epoch 1709 | loss: 0.0310027 | val_loss: 0.0310941 | Time: 1709.42 ms [2021-05-11 13:20:01 main:574] : INFO : Epoch 1710 | loss: 0.0310173 | val_loss: 0.0310823 | Time: 1661.39 ms [2021-05-11 13:20:03 main:574] : INFO : Epoch 1711 | loss: 0.0310144 | val_loss: 0.0310928 | Time: 1693.46 ms [2021-05-11 13:20:05 main:574] : INFO : Epoch 1712 | loss: 0.03101 | val_loss: 0.0310942 | Time: 1715.36 ms [2021-05-11 13:20:07 main:574] : INFO : Epoch 1713 | loss: 0.0310071 | val_loss: 0.031102 | Time: 1711.31 ms [2021-05-11 13:20:08 main:574] : INFO : Epoch 1714 | loss: 0.0310068 | val_loss: 0.0310903 | Time: 1687.04 ms [2021-05-11 13:20:10 main:574] : INFO : Epoch 1715 | loss: 0.0310003 | val_loss: 0.0310958 | Time: 1708.56 ms [2021-05-11 13:20:12 main:574] : INFO : Epoch 1716 | loss: 0.0310067 | val_loss: 0.0310926 | Time: 1669.6 ms [2021-05-11 13:20:13 main:574] : INFO : Epoch 1717 | loss: 0.0309975 | val_loss: 0.0310889 | Time: 1715.05 ms [2021-05-11 13:20:15 main:574] : INFO : Epoch 1718 | loss: 0.0309951 | val_loss: 0.0310894 | Time: 1726.56 ms [2021-05-11 13:20:17 main:574] : INFO : Epoch 1719 | loss: 0.0309947 | val_loss: 0.0310867 | Time: 1696.05 ms [2021-05-11 13:20:19 main:574] : INFO : Epoch 1720 | loss: 0.0309977 | val_loss: 0.0310934 | Time: 1697.32 ms [2021-05-11 13:20:20 main:574] : INFO : Epoch 1721 | loss: 0.0309959 | val_loss: 0.0310908 | Time: 1702.69 ms [2021-05-11 13:20:22 main:574] : INFO : Epoch 1722 | loss: 0.0310118 | val_loss: 0.0310854 | Time: 1688.34 ms [2021-05-11 13:20:24 main:574] : INFO : Epoch 1723 | loss: 0.0310046 | val_loss: 0.0310842 | Time: 1709.53 ms [2021-05-11 13:20:26 main:574] : INFO : Epoch 1724 | loss: 0.031003 | val_loss: 0.0310963 | Time: 1705.9 ms [2021-05-11 13:20:27 main:574] : INFO : Epoch 1725 | loss: 0.0309996 | val_loss: 0.0310908 | Time: 1694.72 ms [2021-05-11 13:20:29 main:574] : INFO : Epoch 1726 | loss: 0.0309974 | val_loss: 0.031082 | Time: 1693.16 ms [2021-05-11 13:20:31 main:574] : INFO : Epoch 1727 | loss: 0.0309966 | val_loss: 0.0310978 | Time: 1703.59 ms [2021-05-11 13:20:32 main:574] : INFO : Epoch 1728 | loss: 0.0309923 | val_loss: 0.0310948 | Time: 1669.66 ms [2021-05-11 13:20:34 main:574] : INFO : Epoch 1729 | loss: 0.0309959 | val_loss: 0.0310864 | Time: 1710.88 ms [2021-05-11 13:20:36 main:574] : INFO : Epoch 1730 | loss: 0.0309975 | val_loss: 0.0310925 | Time: 1721.92 ms [2021-05-11 13:20:38 main:574] : INFO : Epoch 1731 | loss: 0.0309919 | val_loss: 0.0310994 | Time: 1701.27 ms [2021-05-11 13:20:39 main:574] : INFO : Epoch 1732 | loss: 0.0309926 | val_loss: 0.0310941 | Time: 1704.38 ms [2021-05-11 13:20:41 main:574] : INFO : Epoch 1733 | loss: 0.0309931 | val_loss: 0.0310951 | Time: 1678.09 ms [2021-05-11 13:20:43 main:574] : INFO : Epoch 1734 | loss: 0.0309918 | val_loss: 0.0310991 | Time: 1695.02 ms [2021-05-11 13:20:45 main:574] : INFO : Epoch 1735 | loss: 0.0309991 | val_loss: 0.0310918 | Time: 1702.22 ms [2021-05-11 13:20:46 main:574] : INFO : Epoch 1736 | loss: 0.0310046 | val_loss: 0.0310898 | Time: 1733.93 ms [2021-05-11 13:20:48 main:574] : INFO : Epoch 1737 | loss: 0.0310194 | val_loss: 0.0310867 | Time: 1726.42 ms [2021-05-11 13:20:50 main:574] : INFO : Epoch 1738 | loss: 0.0310098 | val_loss: 0.0310918 | Time: 1695.22 ms [2021-05-11 13:20:52 main:574] : INFO : Epoch 1739 | loss: 0.0310079 | val_loss: 0.0310999 | Time: 1658.74 ms [2021-05-11 13:20:53 main:574] : INFO : Epoch 1740 | loss: 0.0310071 | val_loss: 0.0310883 | Time: 1688.13 ms [2021-05-11 13:20:55 main:574] : INFO : Epoch 1741 | loss: 0.0310185 | val_loss: 0.0310891 | Time: 1715.13 ms [2021-05-11 13:20:57 main:574] : INFO : Epoch 1742 | loss: 0.0310108 | val_loss: 0.0310899 | Time: 1700.34 ms [2021-05-11 13:20:58 main:574] : INFO : Epoch 1743 | loss: 0.0310023 | val_loss: 0.0310922 | Time: 1705.53 ms [2021-05-11 13:21:00 main:574] : INFO : Epoch 1744 | loss: 0.0309963 | val_loss: 0.0310988 | Time: 1702.13 ms [2021-05-11 13:21:02 main:574] : INFO : Epoch 1745 | loss: 0.0310109 | val_loss: 0.0310808 | Time: 1666.21 ms [2021-05-11 13:21:04 main:574] : INFO : Epoch 1746 | loss: 0.0310039 | val_loss: 0.0310937 | Time: 1680.29 ms [2021-05-11 13:21:05 main:574] : INFO : Epoch 1747 | loss: 0.0310022 | val_loss: 0.03109 | Time: 1708.02 ms [2021-05-11 13:21:07 main:574] : INFO : Epoch 1748 | loss: 0.0310026 | val_loss: 0.0310902 | Time: 1704.12 ms [2021-05-11 13:21:09 main:574] : INFO : Epoch 1749 | loss: 0.0310037 | val_loss: 0.0310946 | Time: 1696.82 ms [2021-05-11 13:21:11 main:574] : INFO : Epoch 1750 | loss: 0.031004 | val_loss: 0.031092 | Time: 1720.26 ms [2021-05-11 13:21:12 main:574] : INFO : Epoch 1751 | loss: 0.0310029 | val_loss: 0.0310876 | Time: 1672.46 ms [2021-05-11 13:21:14 main:574] : INFO : Epoch 1752 | loss: 0.030999 | val_loss: 0.031098 | Time: 1701.84 ms [2021-05-11 13:21:16 main:574] : INFO : Epoch 1753 | loss: 0.0310028 | val_loss: 0.031089 | Time: 1699.77 ms [2021-05-11 13:21:18 main:574] : INFO : Epoch 1754 | loss: 0.0310034 | val_loss: 0.0310889 | Time: 1715.62 ms [2021-05-11 13:21:19 main:574] : INFO : Epoch 1755 | loss: 0.030995 | val_loss: 0.0310947 | Time: 1691.85 ms [2021-05-11 13:21:21 main:574] : INFO : Epoch 1756 | loss: 0.0309937 | val_loss: 0.0310876 | Time: 1673.1 ms [2021-05-11 13:21:23 main:574] : INFO : Epoch 1757 | loss: 0.0309988 | val_loss: 0.0310901 | Time: 1669.51 ms [2021-05-11 13:21:24 main:574] : INFO : Epoch 1758 | loss: 0.031013 | val_loss: 0.0312351 | Time: 1702.85 ms [2021-05-11 13:21:26 main:574] : INFO : Epoch 1759 | loss: 0.067813 | val_loss: 0.0569333 | Time: 1710.38 ms [2021-05-11 13:21:28 main:574] : INFO : Epoch 1760 | loss: 0.0476045 | val_loss: 0.0368924 | Time: 1711.37 ms [2021-05-11 13:21:30 main:574] : INFO : Epoch 1761 | loss: 0.0328237 | val_loss: 0.0320855 | Time: 1688.23 ms [2021-05-11 13:21:31 main:574] : INFO : Epoch 1762 | loss: 0.0314774 | val_loss: 0.0312645 | Time: 1668.75 ms [2021-05-11 13:21:33 main:574] : INFO : Epoch 1763 | loss: 0.03128 | val_loss: 0.0312501 | Time: 1716.26 ms [2021-05-11 13:21:35 main:574] : INFO : Epoch 1764 | loss: 0.0312404 | val_loss: 0.0312345 | Time: 1702 ms [2021-05-11 13:21:37 main:574] : INFO : Epoch 1765 | loss: 0.0312298 | val_loss: 0.0312258 | Time: 1716.75 ms [2021-05-11 13:21:38 main:574] : INFO : Epoch 1766 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 1722.71 ms [2021-05-11 13:21:40 main:574] : INFO : Epoch 1767 | loss: 0.0312176 | val_loss: 0.031216 | Time: 1712.98 ms [2021-05-11 13:21:42 main:574] : INFO : Epoch 1768 | loss: 0.0312132 | val_loss: 0.0312121 | Time: 1659.1 ms [2021-05-11 13:21:43 main:574] : INFO : Epoch 1769 | loss: 0.0312093 | val_loss: 0.031208 | Time: 1694.25 ms [2021-05-11 13:21:45 main:574] : INFO : Epoch 1770 | loss: 0.0312059 | val_loss: 0.031205 | Time: 1709.04 ms [2021-05-11 13:21:47 main:574] : INFO : Epoch 1771 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1671.54 ms [2021-05-11 13:21:49 main:574] : INFO : Epoch 1772 | loss: 0.0312006 | val_loss: 0.0312002 | Time: 1729.26 ms [2021-05-11 13:21:50 main:574] : INFO : Epoch 1773 | loss: 0.0311985 | val_loss: 0.0311982 | Time: 1739.82 ms [2021-05-11 13:21:52 main:574] : INFO : Epoch 1774 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 1701.32 ms [2021-05-11 13:21:54 main:574] : INFO : Epoch 1775 | loss: 0.0311948 | val_loss: 0.0311947 | Time: 1708.27 ms [2021-05-11 13:21:56 main:574] : INFO : Epoch 1776 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 1712.71 ms [2021-05-11 13:21:57 main:574] : INFO : Epoch 1777 | loss: 0.0311905 | val_loss: 0.0311899 | Time: 1700.44 ms [2021-05-11 13:21:59 main:574] : INFO : Epoch 1778 | loss: 0.0311876 | val_loss: 0.031187 | Time: 1723.24 ms [2021-05-11 13:22:01 main:574] : INFO : Epoch 1779 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 1705.04 ms [2021-05-11 13:22:03 main:574] : INFO : Epoch 1780 | loss: 0.0311813 | val_loss: 0.0311819 | Time: 1688.29 ms [2021-05-11 13:22:04 main:574] : INFO : Epoch 1781 | loss: 0.0311792 | val_loss: 0.0311793 | Time: 1722.87 ms [2021-05-11 13:22:06 main:574] : INFO : Epoch 1782 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1693.38 ms [2021-05-11 13:22:08 main:574] : INFO : Epoch 1783 | loss: 0.0311715 | val_loss: 0.0311696 | Time: 1709.89 ms [2021-05-11 13:22:10 main:574] : INFO : Epoch 1784 | loss: 0.0311629 | val_loss: 0.0311642 | Time: 1727.03 ms [2021-05-11 13:22:11 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.031157 | Time: 1668.92 ms [2021-05-11 13:22:13 main:574] : INFO : Epoch 1786 | loss: 0.0311491 | val_loss: 0.0311491 | Time: 1700.89 ms [2021-05-11 13:22:15 main:574] : INFO : Epoch 1787 | loss: 0.0311431 | val_loss: 0.0311444 | Time: 1702.15 ms [2021-05-11 13:22:16 main:574] : INFO : Epoch 1788 | loss: 0.0311393 | val_loss: 0.0311401 | Time: 1703.64 ms [2021-05-11 13:22:18 main:574] : INFO : Epoch 1789 | loss: 0.031136 | val_loss: 0.0311371 | Time: 1733.26 ms [2021-05-11 13:22:20 main:574] : INFO : Epoch 1790 | loss: 0.031133 | val_loss: 0.0311356 | Time: 1711.88 ms [2021-05-11 13:22:22 main:574] : INFO : Epoch 1791 | loss: 0.0311303 | val_loss: 0.0311324 | Time: 1660.84 ms [2021-05-11 13:22:23 main:574] : INFO : Epoch 1792 | loss: 0.031127 | val_loss: 0.0311295 | Time: 1688.21 ms [2021-05-11 13:22:25 main:574] : INFO : Epoch 1793 | loss: 0.0311212 | val_loss: 0.031125 | Time: 1689.7 ms [2021-05-11 13:22:27 main:574] : INFO : Epoch 1794 | loss: 0.0311157 | val_loss: 0.0311232 | Time: 1729.37 ms [2021-05-11 13:22:29 main:574] : INFO : Epoch 1795 | loss: 0.0311105 | val_loss: 0.031123 | Time: 1711.67 ms [2021-05-11 13:22:30 main:574] : INFO : Epoch 1796 | loss: 0.0311065 | val_loss: 0.0311167 | Time: 1699.88 ms [2021-05-11 13:22:32 main:574] : INFO : Epoch 1797 | loss: 0.0311006 | val_loss: 0.0311138 | Time: 1669.41 ms [2021-05-11 13:22:34 main:574] : INFO : Epoch 1798 | loss: 0.0310971 | val_loss: 0.0311094 | Time: 1709.22 ms [2021-05-11 13:22:35 main:574] : INFO : Epoch 1799 | loss: 0.0310944 | val_loss: 0.0311096 | Time: 1712.02 ms [2021-05-11 13:22:37 main:574] : INFO : Epoch 1800 | loss: 0.0310907 | val_loss: 0.0311112 | Time: 1709.42 ms [2021-05-11 13:22:39 main:574] : INFO : Epoch 1801 | loss: 0.0310895 | val_loss: 0.0311079 | Time: 1689.99 ms [2021-05-11 13:22:41 main:574] : INFO : Epoch 1802 | loss: 0.0310879 | val_loss: 0.0311072 | Time: 1701.45 ms [2021-05-11 13:22:42 main:574] : INFO : Epoch 1803 | loss: 0.0310853 | val_loss: 0.0311048 | Time: 1686.41 ms [2021-05-11 13:22:44 main:574] : INFO : Epoch 1804 | loss: 0.0310824 | val_loss: 0.0311038 | Time: 1710.59 ms [2021-05-11 13:22:46 main:574] : INFO : Epoch 1805 | loss: 0.031082 | val_loss: 0.0311059 | Time: 1702.8 ms [2021-05-11 13:22:48 main:574] : INFO : Epoch 1806 | loss: 0.0310797 | val_loss: 0.031105 | Time: 1702.78 ms [2021-05-11 13:22:49 main:574] : INFO : Epoch 1807 | loss: 0.0310781 | val_loss: 0.0311034 | Time: 1708.81 ms [2021-05-11 13:22:51 main:574] : INFO : Epoch 1808 | loss: 0.0310787 | val_loss: 0.0310995 | Time: 1688.12 ms [2021-05-11 13:22:53 main:574] : INFO : Epoch 1809 | loss: 0.0310774 | val_loss: 0.0311033 | Time: 1670.09 ms [2021-05-11 13:22:54 main:574] : INFO : Epoch 1810 | loss: 0.0310775 | val_loss: 0.0311082 | Time: 1680.15 ms [2021-05-11 13:22:56 main:574] : INFO : Epoch 1811 | loss: 0.0310763 | val_loss: 0.0311011 | Time: 1698.57 ms [2021-05-11 13:22:58 main:574] : INFO : Epoch 1812 | loss: 0.0310718 | val_loss: 0.0311045 | Time: 1728.5 ms [2021-05-11 13:23:00 main:574] : INFO : Epoch 1813 | loss: 0.0310687 | val_loss: 0.0311105 | Time: 1703.45 ms [2021-05-11 13:23:01 main:574] : INFO : Epoch 1814 | loss: 0.031067 | val_loss: 0.0310997 | Time: 1711.55 ms [2021-05-11 13:23:03 main:574] : INFO : Epoch 1815 | loss: 0.0310662 | val_loss: 0.0311063 | Time: 1709.62 ms [2021-05-11 13:23:05 main:574] : INFO : Epoch 1816 | loss: 0.0310637 | val_loss: 0.0311009 | Time: 1708.66 ms [2021-05-11 13:23:07 main:574] : INFO : Epoch 1817 | loss: 0.0310693 | val_loss: 0.0310975 | Time: 1698.15 ms [2021-05-11 13:23:09 main:574] : INFO : Epoch 1818 | loss: 0.0310646 | val_loss: 0.0310915 | Time: 1727.2 ms [2021-05-11 13:23:10 main:574] : INFO : Epoch 1819 | loss: 0.0310618 | val_loss: 0.0310933 | Time: 1707.88 ms [2021-05-11 13:23:12 main:574] : INFO : Epoch 1820 | loss: 0.0310578 | val_loss: 0.031094 | Time: 1665.79 ms [2021-05-11 13:23:14 main:574] : INFO : Epoch 1821 | loss: 0.0310544 | val_loss: 0.031092 | Time: 1718.53 ms [2021-05-11 13:23:15 main:574] : INFO : Epoch 1822 | loss: 0.0310528 | val_loss: 0.0310901 | Time: 1718.91 ms [2021-05-11 13:23:17 main:574] : INFO : Epoch 1823 | loss: 0.0310523 | val_loss: 0.0310841 | Time: 1695.28 ms [2021-05-11 13:23:19 main:574] : INFO : Epoch 1824 | loss: 0.0310506 | val_loss: 0.0310818 | Time: 1697.83 ms [2021-05-11 13:23:21 main:574] : INFO : Epoch 1825 | loss: 0.0310495 | val_loss: 0.0310787 | Time: 1730.01 ms [2021-05-11 13:23:22 main:574] : INFO : Epoch 1826 | loss: 0.031046 | val_loss: 0.0310759 | Time: 1682.33 ms [2021-05-11 13:23:24 main:574] : INFO : Epoch 1827 | loss: 0.0310464 | val_loss: 0.0310764 | Time: 1722.63 ms [2021-05-11 13:23:26 main:574] : INFO : Epoch 1828 | loss: 0.0310453 | val_loss: 0.0310844 | Time: 1708.72 ms [2021-05-11 13:23:28 main:574] : INFO : Epoch 1829 | loss: 0.0310439 | val_loss: 0.0310788 | Time: 1693.72 ms [2021-05-11 13:23:29 main:574] : INFO : Epoch 1830 | loss: 0.0310433 | val_loss: 0.0310718 | Time: 1710.18 ms [2021-05-11 13:23:31 main:574] : INFO : Epoch 1831 | loss: 0.0310399 | val_loss: 0.0310776 | Time: 1706.61 ms [2021-05-11 13:23:33 main:574] : INFO : Epoch 1832 | loss: 0.0310387 | val_loss: 0.0310765 | Time: 1672.83 ms [2021-05-11 13:23:34 main:574] : INFO : Epoch 1833 | loss: 0.0310484 | val_loss: 0.0310943 | Time: 1701.24 ms [2021-05-11 13:23:36 main:574] : INFO : Epoch 1834 | loss: 0.031059 | val_loss: 0.031083 | Time: 1709.37 ms [2021-05-11 13:23:38 main:574] : INFO : Epoch 1835 | loss: 0.0310489 | val_loss: 0.0310743 | Time: 1714.1 ms [2021-05-11 13:23:40 main:574] : INFO : Epoch 1836 | loss: 0.0310552 | val_loss: 0.0310728 | Time: 1734.65 ms [2021-05-11 13:23:41 main:574] : INFO : Epoch 1837 | loss: 0.0310522 | val_loss: 0.03108 | Time: 1678.53 ms [2021-05-11 13:23:43 main:574] : INFO : Epoch 1838 | loss: 0.0310477 | val_loss: 0.031067 | Time: 1670.18 ms [2021-05-11 13:23:45 main:574] : INFO : Epoch 1839 | loss: 0.0310446 | val_loss: 0.0310659 | Time: 1701.17 ms [2021-05-11 13:23:47 main:574] : INFO : Epoch 1840 | loss: 0.0310429 | val_loss: 0.0310657 | Time: 1699.38 ms [2021-05-11 13:23:48 main:574] : INFO : Epoch 1841 | loss: 0.0310371 | val_loss: 0.0310623 | Time: 1696.05 ms [2021-05-11 13:23:50 main:574] : INFO : Epoch 1842 | loss: 0.0310377 | val_loss: 0.0310612 | Time: 1699.59 ms [2021-05-11 13:23:52 main:574] : INFO : Epoch 1843 | loss: 0.031036 | val_loss: 0.0310617 | Time: 1659.61 ms [2021-05-11 13:23:53 main:574] : INFO : Epoch 1844 | loss: 0.0310331 | val_loss: 0.0310605 | Time: 1712.12 ms [2021-05-11 13:23:55 main:574] : INFO : Epoch 1845 | loss: 0.0310282 | val_loss: 0.031065 | Time: 1692.39 ms [2021-05-11 13:23:57 main:574] : INFO : Epoch 1846 | loss: 0.0310255 | val_loss: 0.0310665 | Time: 1711.8 ms [2021-05-11 13:23:59 main:574] : INFO : Epoch 1847 | loss: 0.0310261 | val_loss: 0.0310686 | Time: 1708.98 ms [2021-05-11 13:24:00 main:574] : INFO : Epoch 1848 | loss: 0.0310228 | val_loss: 0.0310654 | Time: 1700.63 ms [2021-05-11 13:24:02 main:574] : INFO : Epoch 1849 | loss: 0.0310226 | val_loss: 0.0310612 | Time: 1668.55 ms [2021-05-11 13:24:04 main:574] : INFO : Epoch 1850 | loss: 0.0310251 | val_loss: 0.0310608 | Time: 1728.85 ms [2021-05-11 13:24:06 main:574] : INFO : Epoch 1851 | loss: 0.0310277 | val_loss: 0.0310712 | Time: 1706.92 ms [2021-05-11 13:24:07 main:574] : INFO : Epoch 1852 | loss: 0.0310232 | val_loss: 0.0310665 | Time: 1744.39 ms [2021-05-11 13:24:09 main:574] : INFO : Epoch 1853 | loss: 0.0310238 | val_loss: 0.0310636 | Time: 1716.99 ms [2021-05-11 13:24:11 main:574] : INFO : Epoch 1854 | loss: 0.031023 | val_loss: 0.0310716 | Time: 1683.54 ms [2021-05-11 13:24:12 main:574] : INFO : Epoch 1855 | loss: 0.0310273 | val_loss: 0.0310856 | Time: 1676.99 ms [2021-05-11 13:24:14 main:574] : INFO : Epoch 1856 | loss: 0.0310257 | val_loss: 0.0310697 | Time: 1726.18 ms [2021-05-11 13:24:16 main:574] : INFO : Epoch 1857 | loss: 0.0310214 | val_loss: 0.0310626 | Time: 1694.33 ms [2021-05-11 13:24:18 main:574] : INFO : Epoch 1858 | loss: 0.0310201 | val_loss: 0.0310746 | Time: 1701.97 ms [2021-05-11 13:24:19 main:574] : INFO : Epoch 1859 | loss: 0.0310189 | val_loss: 0.0310722 | Time: 1698.08 ms [2021-05-11 13:24:21 main:574] : INFO : Epoch 1860 | loss: 0.0310214 | val_loss: 0.0310745 | Time: 1691.01 ms [2021-05-11 13:24:23 main:574] : INFO : Epoch 1861 | loss: 0.0310229 | val_loss: 0.0310656 | Time: 1673.19 ms [2021-05-11 13:24:25 main:574] : INFO : Epoch 1862 | loss: 0.0310174 | val_loss: 0.0310684 | Time: 1687.38 ms [2021-05-11 13:24:26 main:574] : INFO : Epoch 1863 | loss: 0.0310149 | val_loss: 0.0310673 | Time: 1706.64 ms [2021-05-11 13:24:28 main:574] : INFO : Epoch 1864 | loss: 0.0310141 | val_loss: 0.0310656 | Time: 1703.57 ms [2021-05-11 13:24:30 main:574] : INFO : Epoch 1865 | loss: 0.0310147 | val_loss: 0.031069 | Time: 1704.77 ms [2021-05-11 13:24:31 main:574] : INFO : Epoch 1866 | loss: 0.0310141 | val_loss: 0.0310709 | Time: 1698.38 ms [2021-05-11 13:24:33 main:574] : INFO : Epoch 1867 | loss: 0.0310123 | val_loss: 0.0310755 | Time: 1700.83 ms [2021-05-11 13:24:35 main:574] : INFO : Epoch 1868 | loss: 0.0310125 | val_loss: 0.0310687 | Time: 1703.76 ms [2021-05-11 13:24:37 main:574] : INFO : Epoch 1869 | loss: 0.0310102 | val_loss: 0.0310651 | Time: 1696.14 ms [2021-05-11 13:24:38 main:574] : INFO : Epoch 1870 | loss: 0.0310142 | val_loss: 0.031073 | Time: 1712.56 ms [2021-05-11 13:24:40 main:574] : INFO : Epoch 1871 | loss: 0.0310187 | val_loss: 0.0310735 | Time: 1706.23 ms [2021-05-11 13:24:42 main:574] : INFO : Epoch 1872 | loss: 0.0310234 | val_loss: 0.0310654 | Time: 1668.17 ms [2021-05-11 13:24:44 main:574] : INFO : Epoch 1873 | loss: 0.0310198 | val_loss: 0.0310594 | Time: 1712.07 ms [2021-05-11 13:24:45 main:574] : INFO : Epoch 1874 | loss: 0.0310174 | val_loss: 0.0310699 | Time: 1725.01 ms [2021-05-11 13:24:47 main:574] : INFO : Epoch 1875 | loss: 0.0310159 | val_loss: 0.0310627 | Time: 1694.92 ms [2021-05-11 13:24:49 main:574] : INFO : Epoch 1876 | loss: 0.0310141 | val_loss: 0.0310586 | Time: 1695.31 ms [2021-05-11 13:24:51 main:574] : INFO : Epoch 1877 | loss: 0.0310166 | val_loss: 0.0310696 | Time: 1709.98 ms [2021-05-11 13:24:52 main:574] : INFO : Epoch 1878 | loss: 0.0310172 | val_loss: 0.0310737 | Time: 1681.93 ms [2021-05-11 13:24:54 main:574] : INFO : Epoch 1879 | loss: 0.0310151 | val_loss: 0.0310715 | Time: 1685.75 ms [2021-05-11 13:24:56 main:574] : INFO : Epoch 1880 | loss: 0.0310266 | val_loss: 0.0310729 | Time: 1700.01 ms [2021-05-11 13:24:57 main:574] : INFO : Epoch 1881 | loss: 0.0310252 | val_loss: 0.031059 | Time: 1716.52 ms [2021-05-11 13:24:59 main:574] : INFO : Epoch 1882 | loss: 0.0310192 | val_loss: 0.031063 | Time: 1700.45 ms [2021-05-11 13:25:01 main:574] : INFO : Epoch 1883 | loss: 0.0310157 | val_loss: 0.0310748 | Time: 1710.46 ms [2021-05-11 13:25:03 main:574] : INFO : Epoch 1884 | loss: 0.0310158 | val_loss: 0.0310678 | Time: 1682.23 ms [2021-05-11 13:25:04 main:574] : INFO : Epoch 1885 | loss: 0.031015 | val_loss: 0.0310616 | Time: 1726.03 ms [2021-05-11 13:25:06 main:574] : INFO : Epoch 1886 | loss: 0.0310114 | val_loss: 0.0310729 | Time: 1747.39 ms [2021-05-11 13:25:08 main:574] : INFO : Epoch 1887 | loss: 0.0310095 | val_loss: 0.0310631 | Time: 1705.75 ms [2021-05-11 13:25:10 main:574] : INFO : Epoch 1888 | loss: 0.031009 | val_loss: 0.031058 | Time: 1712.17 ms [2021-05-11 13:25:11 main:574] : INFO : Epoch 1889 | loss: 0.031013 | val_loss: 0.0310738 | Time: 1689.28 ms [2021-05-11 13:25:13 main:574] : INFO : Epoch 1890 | loss: 0.0310107 | val_loss: 0.0310665 | Time: 1693.8 ms [2021-05-11 13:25:15 main:574] : INFO : Epoch 1891 | loss: 0.0310074 | val_loss: 0.0310615 | Time: 1712.5 ms [2021-05-11 13:25:17 main:574] : INFO : Epoch 1892 | loss: 0.0310061 | val_loss: 0.0310585 | Time: 1705.58 ms [2021-05-11 13:25:18 main:574] : INFO : Epoch 1893 | loss: 0.0310057 | val_loss: 0.0310618 | Time: 1711.07 ms [2021-05-11 13:25:20 main:574] : INFO : Epoch 1894 | loss: 0.0310043 | val_loss: 0.031074 | Time: 1712.56 ms [2021-05-11 13:25:22 main:574] : INFO : Epoch 1895 | loss: 0.0310073 | val_loss: 0.031064 | Time: 1663.25 ms [2021-05-11 13:25:24 main:574] : INFO : Epoch 1896 | loss: 0.031033 | val_loss: 0.0310717 | Time: 1705.22 ms [2021-05-11 13:25:25 main:574] : INFO : Epoch 1897 | loss: 0.0310233 | val_loss: 0.0310596 | Time: 1716.69 ms [2021-05-11 13:25:27 main:574] : INFO : Epoch 1898 | loss: 0.0310147 | val_loss: 0.0310667 | Time: 1709.9 ms [2021-05-11 13:25:29 main:574] : INFO : Epoch 1899 | loss: 0.0310113 | val_loss: 0.0310705 | Time: 1701.59 ms [2021-05-11 13:25:31 main:574] : INFO : Epoch 1900 | loss: 0.0310093 | val_loss: 0.031069 | Time: 1702.98 ms [2021-05-11 13:25:32 main:574] : INFO : Epoch 1901 | loss: 0.0310071 | val_loss: 0.0310678 | Time: 1655.61 ms [2021-05-11 13:25:34 main:574] : INFO : Epoch 1902 | loss: 0.0310051 | val_loss: 0.0310693 | Time: 1699.33 ms [2021-05-11 13:25:36 main:574] : INFO : Epoch 1903 | loss: 0.0310123 | val_loss: 0.0310587 | Time: 1711.15 ms [2021-05-11 13:25:37 main:574] : INFO : Epoch 1904 | loss: 0.0310097 | val_loss: 0.0310722 | Time: 1706.95 ms [2021-05-11 13:25:39 main:574] : INFO : Epoch 1905 | loss: 0.0310062 | val_loss: 0.0310642 | Time: 1716.62 ms [2021-05-11 13:25:41 main:574] : INFO : Epoch 1906 | loss: 0.0310022 | val_loss: 0.0310665 | Time: 1723 ms [2021-05-11 13:25:43 main:574] : INFO : Epoch 1907 | loss: 0.0310047 | val_loss: 0.031066 | Time: 1660.16 ms [2021-05-11 13:25:44 main:574] : INFO : Epoch 1908 | loss: 0.0310043 | val_loss: 0.0310755 | Time: 1712.56 ms [2021-05-11 13:25:46 main:574] : INFO : Epoch 1909 | loss: 0.031002 | val_loss: 0.0310621 | Time: 1710.51 ms [2021-05-11 13:25:48 main:574] : INFO : Epoch 1910 | loss: 0.0310017 | val_loss: 0.0310676 | Time: 1701.9 ms [2021-05-11 13:25:50 main:574] : INFO : Epoch 1911 | loss: 0.0309989 | val_loss: 0.0310702 | Time: 1702.88 ms [2021-05-11 13:25:51 main:574] : INFO : Epoch 1912 | loss: 0.0309983 | val_loss: 0.031071 | Time: 1710.27 ms [2021-05-11 13:25:53 main:574] : INFO : Epoch 1913 | loss: 0.0309978 | val_loss: 0.0310589 | Time: 1677.67 ms [2021-05-11 13:25:55 main:574] : INFO : Epoch 1914 | loss: 0.0310007 | val_loss: 0.0310724 | Time: 1714.31 ms [2021-05-11 13:25:56 main:574] : INFO : Epoch 1915 | loss: 0.0309988 | val_loss: 0.0310746 | Time: 1699.56 ms [2021-05-11 13:25:58 main:574] : INFO : Epoch 1916 | loss: 0.0309999 | val_loss: 0.031069 | Time: 1682.01 ms [2021-05-11 13:26:00 main:574] : INFO : Epoch 1917 | loss: 0.0310011 | val_loss: 0.0310603 | Time: 1711.59 ms [2021-05-11 13:26:02 main:574] : INFO : Epoch 1918 | loss: 0.0309997 | val_loss: 0.0310728 | Time: 1695.42 ms [2021-05-11 13:26:03 main:574] : INFO : Epoch 1919 | loss: 0.0310031 | val_loss: 0.0310585 | Time: 1686.95 ms [2021-05-11 13:26:05 main:574] : INFO : Epoch 1920 | loss: 0.0310044 | val_loss: 0.0310612 | Time: 1705.3 ms [2021-05-11 13:26:07 main:574] : INFO : Epoch 1921 | loss: 0.0310041 | val_loss: 0.0310696 | Time: 1692.5 ms [2021-05-11 13:26:09 main:574] : INFO : Epoch 1922 | loss: 0.0310006 | val_loss: 0.0310687 | Time: 1707.19 ms [2021-05-11 13:26:10 main:574] : INFO : Epoch 1923 | loss: 0.0310023 | val_loss: 0.0310685 | Time: 1715.25 ms [2021-05-11 13:26:12 main:574] : INFO : Epoch 1924 | loss: 0.0310055 | val_loss: 0.0310725 | Time: 1669.87 ms [2021-05-11 13:26:14 main:574] : INFO : Epoch 1925 | loss: 0.0310046 | val_loss: 0.031063 | Time: 1720.56 ms [2021-05-11 13:26:15 main:574] : INFO : Epoch 1926 | loss: 0.0310007 | val_loss: 0.0310781 | Time: 1742.92 ms [2021-05-11 13:26:17 main:574] : INFO : Epoch 1927 | loss: 0.0309985 | val_loss: 0.0310592 | Time: 1709.16 ms [2021-05-11 13:26:19 main:574] : INFO : Epoch 1928 | loss: 0.0309975 | val_loss: 0.0310693 | Time: 1725.81 ms [2021-05-11 13:26:21 main:574] : INFO : Epoch 1929 | loss: 0.0309954 | val_loss: 0.0310637 | Time: 1707.35 ms [2021-05-11 13:26:22 main:574] : INFO : Epoch 1930 | loss: 0.0309933 | val_loss: 0.0310609 | Time: 1686.81 ms [2021-05-11 13:26:24 main:574] : INFO : Epoch 1931 | loss: 0.0309909 | val_loss: 0.0310691 | Time: 1705.42 ms [2021-05-11 13:26:26 main:574] : INFO : Epoch 1932 | loss: 0.0309911 | val_loss: 0.0310734 | Time: 1693.19 ms [2021-05-11 13:26:28 main:574] : INFO : Epoch 1933 | loss: 0.0309901 | val_loss: 0.0310565 | Time: 1704.32 ms [2021-05-11 13:26:29 main:574] : INFO : Epoch 1934 | loss: 0.0309925 | val_loss: 0.0310644 | Time: 1713.9 ms [2021-05-11 13:26:31 main:574] : INFO : Epoch 1935 | loss: 0.0309948 | val_loss: 0.0310693 | Time: 1696.67 ms [2021-05-11 13:26:33 main:574] : INFO : Epoch 1936 | loss: 0.0309966 | val_loss: 0.0310719 | Time: 1680.05 ms [2021-05-11 13:26:35 main:574] : INFO : Epoch 1937 | loss: 0.0309917 | val_loss: 0.031061 | Time: 1692.13 ms [2021-05-11 13:26:36 main:574] : INFO : Epoch 1938 | loss: 0.0309898 | val_loss: 0.0310604 | Time: 1693.9 ms [2021-05-11 13:26:38 main:574] : INFO : Epoch 1939 | loss: 0.03099 | val_loss: 0.0310694 | Time: 1707.86 ms [2021-05-11 13:26:40 main:574] : INFO : Epoch 1940 | loss: 0.0309942 | val_loss: 0.0310763 | Time: 1702.32 ms [2021-05-11 13:26:41 main:574] : INFO : Epoch 1941 | loss: 0.0309942 | val_loss: 0.031078 | Time: 1691.81 ms [2021-05-11 13:26:43 main:574] : INFO : Epoch 1942 | loss: 0.0310103 | val_loss: 0.0310676 | Time: 1675.61 ms [2021-05-11 13:26:45 main:574] : INFO : Epoch 1943 | loss: 0.0310039 | val_loss: 0.0310641 | Time: 1713.55 ms [2021-05-11 13:26:47 main:574] : INFO : Epoch 1944 | loss: 0.0310019 | val_loss: 0.0310641 | Time: 1727.08 ms [2021-05-11 13:26:48 main:574] : INFO : Epoch 1945 | loss: 0.031 | val_loss: 0.0310698 | Time: 1708.42 ms [2021-05-11 13:26:50 main:574] : INFO : Epoch 1946 | loss: 0.0309989 | val_loss: 0.0310678 | Time: 1714.19 ms [2021-05-11 13:26:52 main:574] : INFO : Epoch 1947 | loss: 0.0309982 | val_loss: 0.0310697 | Time: 1680.68 ms [2021-05-11 13:26:54 main:574] : INFO : Epoch 1948 | loss: 0.0309968 | val_loss: 0.0310644 | Time: 1707.6 ms [2021-05-11 13:26:55 main:574] : INFO : Epoch 1949 | loss: 0.0310018 | val_loss: 0.0310597 | Time: 1713.54 ms [2021-05-11 13:26:57 main:574] : INFO : Epoch 1950 | loss: 0.0310162 | val_loss: 0.0310574 | Time: 1735.69 ms [2021-05-11 13:26:59 main:574] : INFO : Epoch 1951 | loss: 0.0310152 | val_loss: 0.0310678 | Time: 1713.37 ms [2021-05-11 13:27:01 main:574] : INFO : Epoch 1952 | loss: 0.0310199 | val_loss: 0.0310579 | Time: 1698.93 ms [2021-05-11 13:27:02 main:574] : INFO : Epoch 1953 | loss: 0.0310152 | val_loss: 0.0310568 | Time: 1659.74 ms [2021-05-11 13:27:04 main:574] : INFO : Epoch 1954 | loss: 0.0310137 | val_loss: 0.0310597 | Time: 1688.7 ms [2021-05-11 13:27:06 main:574] : INFO : Epoch 1955 | loss: 0.0310072 | val_loss: 0.0310668 | Time: 1714.22 ms [2021-05-11 13:27:07 main:574] : INFO : Epoch 1956 | loss: 0.0310034 | val_loss: 0.0310642 | Time: 1687.63 ms [2021-05-11 13:27:09 main:574] : INFO : Epoch 1957 | loss: 0.0310021 | val_loss: 0.0310567 | Time: 1689.28 ms [2021-05-11 13:27:11 main:574] : INFO : Epoch 1958 | loss: 0.0310012 | val_loss: 0.0310619 | Time: 1697.46 ms [2021-05-11 13:27:13 main:574] : INFO : Epoch 1959 | loss: 0.0309992 | val_loss: 0.0310599 | Time: 1669.11 ms [2021-05-11 13:27:14 main:574] : INFO : Epoch 1960 | loss: 0.0309982 | val_loss: 0.0310595 | Time: 1706.52 ms [2021-05-11 13:27:16 main:574] : INFO : Epoch 1961 | loss: 0.0309984 | val_loss: 0.0310576 | Time: 1705.17 ms [2021-05-11 13:27:18 main:574] : INFO : Epoch 1962 | loss: 0.0309974 | val_loss: 0.0310581 | Time: 1687.78 ms [2021-05-11 13:27:19 main:574] : INFO : Epoch 1963 | loss: 0.0309947 | val_loss: 0.0310652 | Time: 1701.86 ms [2021-05-11 13:27:21 main:574] : INFO : Epoch 1964 | loss: 0.0309917 | val_loss: 0.0310666 | Time: 1699.84 ms [2021-05-11 13:27:23 main:574] : INFO : Epoch 1965 | loss: 0.0309927 | val_loss: 0.0310599 | Time: 1691.23 ms [2021-05-11 13:27:25 main:574] : INFO : Epoch 1966 | loss: 0.030994 | val_loss: 0.0310602 | Time: 1722.06 ms [2021-05-11 13:27:26 main:574] : INFO : Epoch 1967 | loss: 0.0309923 | val_loss: 0.0310569 | Time: 1699.82 ms [2021-05-11 13:27:28 main:574] : INFO : Epoch 1968 | loss: 0.0309983 | val_loss: 0.0310648 | Time: 1675.89 ms [2021-05-11 13:27:30 main:574] : INFO : Epoch 1969 | loss: 0.0309947 | val_loss: 0.0310559 | Time: 1708.08 ms [2021-05-11 13:27:32 main:574] : INFO : Epoch 1970 | loss: 0.0309952 | val_loss: 0.0310612 | Time: 1689.24 ms [2021-05-11 13:27:33 main:574] : INFO : Epoch 1971 | loss: 0.0309984 | val_loss: 0.0310688 | Time: 1698.29 ms [2021-05-11 13:27:35 main:574] : INFO : Epoch 1972 | loss: 0.0310038 | val_loss: 0.0310563 | Time: 1729.9 ms [2021-05-11 13:27:37 main:574] : INFO : Epoch 1973 | loss: 0.0309976 | val_loss: 0.0310474 | Time: 1697.79 ms [2021-05-11 13:27:38 main:574] : INFO : Epoch 1974 | loss: 0.0309973 | val_loss: 0.0310589 | Time: 1695.85 ms [2021-05-11 13:27:40 main:574] : INFO : Epoch 1975 | loss: 0.0309909 | val_loss: 0.0310591 | Time: 1729.96 ms [2021-05-11 13:27:42 main:574] : INFO : Epoch 1976 | loss: 0.0309912 | val_loss: 0.0310594 | Time: 1681.07 ms [2021-05-11 13:27:44 main:574] : INFO : Epoch 1977 | loss: 0.0309889 | val_loss: 0.0310534 | Time: 1685.67 ms [2021-05-11 13:27:45 main:574] : INFO : Epoch 1978 | loss: 0.0309881 | val_loss: 0.0310607 | Time: 1720.6 ms [2021-05-11 13:27:47 main:574] : INFO : Epoch 1979 | loss: 0.0309867 | val_loss: 0.0310576 | Time: 1707.79 ms [2021-05-11 13:27:49 main:574] : INFO : Epoch 1980 | loss: 0.0309847 | val_loss: 0.0310538 | Time: 1701.58 ms [2021-05-11 13:27:51 main:574] : INFO : Epoch 1981 | loss: 0.0309872 | val_loss: 0.0310512 | Time: 1691.16 ms [2021-05-11 13:27:52 main:574] : INFO : Epoch 1982 | loss: 0.0309868 | val_loss: 0.0310535 | Time: 1677 ms [2021-05-11 13:27:54 main:574] : INFO : Epoch 1983 | loss: 0.0309847 | val_loss: 0.0310636 | Time: 1705.89 ms [2021-05-11 13:27:56 main:574] : INFO : Epoch 1984 | loss: 0.0309852 | val_loss: 0.0310519 | Time: 1699.79 ms [2021-05-11 13:27:58 main:574] : INFO : Epoch 1985 | loss: 0.0309854 | val_loss: 0.0310505 | Time: 1700.9 ms [2021-05-11 13:27:59 main:574] : INFO : Epoch 1986 | loss: 0.0309854 | val_loss: 0.0310608 | Time: 1713.13 ms [2021-05-11 13:28:01 main:574] : INFO : Epoch 1987 | loss: 0.0309818 | val_loss: 0.0310665 | Time: 1694.89 ms [2021-05-11 13:28:03 main:574] : INFO : Epoch 1988 | loss: 0.030981 | val_loss: 0.0310644 | Time: 1689.31 ms [2021-05-11 13:28:05 main:574] : INFO : Epoch 1989 | loss: 0.0309802 | val_loss: 0.0310571 | Time: 1694.64 ms [2021-05-11 13:28:06 main:574] : INFO : Epoch 1990 | loss: 0.0309788 | val_loss: 0.0310679 | Time: 1698.3 ms [2021-05-11 13:28:08 main:574] : INFO : Epoch 1991 | loss: 0.0309786 | val_loss: 0.0310616 | Time: 1693.61 ms [2021-05-11 13:28:10 main:574] : INFO : Epoch 1992 | loss: 0.0309791 | val_loss: 0.0310557 | Time: 1719.47 ms [2021-05-11 13:28:11 main:574] : INFO : Epoch 1993 | loss: 0.030982 | val_loss: 0.031061 | Time: 1696.67 ms [2021-05-11 13:28:13 main:574] : INFO : Epoch 1994 | loss: 0.0309825 | val_loss: 0.0310637 | Time: 1700.04 ms [2021-05-11 13:28:15 main:574] : INFO : Epoch 1995 | loss: 0.0309866 | val_loss: 0.0310588 | Time: 1696.98 ms [2021-05-11 13:28:17 main:574] : INFO : Epoch 1996 | loss: 0.0309851 | val_loss: 0.03106 | Time: 1707.5 ms [2021-05-11 13:28:18 main:574] : INFO : Epoch 1997 | loss: 0.030989 | val_loss: 0.0310683 | Time: 1701.51 ms [2021-05-11 13:28:20 main:574] : INFO : Epoch 1998 | loss: 0.0309901 | val_loss: 0.0310511 | Time: 1718.95 ms [2021-05-11 13:28:22 main:574] : INFO : Epoch 1999 | loss: 0.0309848 | val_loss: 0.0310667 | Time: 1676.29 ms [2021-05-11 13:28:23 main:574] : INFO : Epoch 2000 | loss: 0.0309833 | val_loss: 0.0310728 | Time: 1678.38 ms [2021-05-11 13:28:25 main:574] : INFO : Epoch 2001 | loss: 0.0309825 | val_loss: 0.0310542 | Time: 1698.86 ms [2021-05-11 13:28:27 main:574] : INFO : Epoch 2002 | loss: 0.0309841 | val_loss: 0.0310653 | Time: 1740.13 ms [2021-05-11 13:28:29 main:574] : INFO : Epoch 2003 | loss: 0.030992 | val_loss: 0.0310638 | Time: 1691.92 ms [2021-05-11 13:28:30 main:574] : INFO : Epoch 2004 | loss: 0.0309905 | val_loss: 0.0310535 | Time: 1713 ms [2021-05-11 13:28:32 main:574] : INFO : Epoch 2005 | loss: 0.0309872 | val_loss: 0.031066 | Time: 1657.3 ms [2021-05-11 13:28:34 main:574] : INFO : Epoch 2006 | loss: 0.0309902 | val_loss: 0.0310561 | Time: 1712.8 ms [2021-05-11 13:28:36 main:574] : INFO : Epoch 2007 | loss: 0.0309898 | val_loss: 0.0310617 | Time: 1694.41 ms [2021-05-11 13:28:37 main:574] : INFO : Epoch 2008 | loss: 0.0309894 | val_loss: 0.031058 | Time: 1697.07 ms [2021-05-11 13:28:39 main:574] : INFO : Epoch 2009 | loss: 0.0309843 | val_loss: 0.0310536 | Time: 1688.3 ms [2021-05-11 13:28:41 main:574] : INFO : Epoch 2010 | loss: 0.0309855 | val_loss: 0.0310616 | Time: 1688.51 ms [2021-05-11 13:28:42 main:574] : INFO : Epoch 2011 | loss: 0.0310327 | val_loss: 0.0310735 | Time: 1672.53 ms [2021-05-11 13:28:44 main:574] : INFO : Epoch 2012 | loss: 0.0310338 | val_loss: 0.031069 | Time: 1715.76 ms [2021-05-11 13:28:46 main:574] : INFO : Epoch 2013 | loss: 0.0310181 | val_loss: 0.0310554 | Time: 1692.05 ms [2021-05-11 13:28:48 main:574] : INFO : Epoch 2014 | loss: 0.0310035 | val_loss: 0.0310629 | Time: 1691.73 ms [2021-05-11 13:28:49 main:574] : INFO : Epoch 2015 | loss: 0.0310024 | val_loss: 0.0310503 | Time: 1714.36 ms [2021-05-11 13:28:51 main:574] : INFO : Epoch 2016 | loss: 0.0310041 | val_loss: 0.0310568 | Time: 1713.27 ms [2021-05-11 13:28:53 main:574] : INFO : Epoch 2017 | loss: 0.0309954 | val_loss: 0.0310577 | Time: 1675.59 ms [2021-05-11 13:28:55 main:574] : INFO : Epoch 2018 | loss: 0.0309976 | val_loss: 0.0310573 | Time: 1691.26 ms [2021-05-11 13:28:56 main:574] : INFO : Epoch 2019 | loss: 0.0309907 | val_loss: 0.0310668 | Time: 1703.85 ms [2021-05-11 13:28:58 main:574] : INFO : Epoch 2020 | loss: 0.0309932 | val_loss: 0.031058 | Time: 1711.12 ms [2021-05-11 13:29:00 main:574] : INFO : Epoch 2021 | loss: 0.0309895 | val_loss: 0.0310585 | Time: 1696.93 ms [2021-05-11 13:29:01 main:574] : INFO : Epoch 2022 | loss: 0.0309858 | val_loss: 0.0310541 | Time: 1680.8 ms [2021-05-11 13:29:03 main:574] : INFO : Epoch 2023 | loss: 0.0309826 | val_loss: 0.0310546 | Time: 1677.24 ms [2021-05-11 13:29:05 main:574] : INFO : Epoch 2024 | loss: 0.030984 | val_loss: 0.0310662 | Time: 1685.18 ms [2021-05-11 13:29:07 main:574] : INFO : Epoch 2025 | loss: 0.0309876 | val_loss: 0.0310577 | Time: 1718.48 ms [2021-05-11 13:29:08 main:574] : INFO : Epoch 2026 | loss: 0.0309929 | val_loss: 0.0310543 | Time: 1729.9 ms [2021-05-11 13:29:10 main:574] : INFO : Epoch 2027 | loss: 0.0309956 | val_loss: 0.0310521 | Time: 1715.58 ms [2021-05-11 13:29:12 main:574] : INFO : Epoch 2028 | loss: 0.0309998 | val_loss: 0.031048 | Time: 1667.08 ms [2021-05-11 13:29:14 main:574] : INFO : Epoch 2029 | loss: 0.0309942 | val_loss: 0.0310537 | Time: 1699.1 ms [2021-05-11 13:29:15 main:574] : INFO : Epoch 2030 | loss: 0.0309881 | val_loss: 0.0310626 | Time: 1749.03 ms [2021-05-11 13:29:17 main:574] : INFO : Epoch 2031 | loss: 0.0309869 | val_loss: 0.0310572 | Time: 1703.2 ms [2021-05-11 13:29:19 main:574] : INFO : Epoch 2032 | loss: 0.0309849 | val_loss: 0.0310536 | Time: 1717.66 ms [2021-05-11 13:29:21 main:574] : INFO : Epoch 2033 | loss: 0.0309818 | val_loss: 0.0310502 | Time: 1713.34 ms [2021-05-11 13:29:22 main:574] : INFO : Epoch 2034 | loss: 0.0309877 | val_loss: 0.0310551 | Time: 1667.92 ms [2021-05-11 13:29:24 main:574] : INFO : Epoch 2035 | loss: 0.0309912 | val_loss: 0.0310598 | Time: 1713.83 ms [2021-05-11 13:29:26 main:574] : INFO : Epoch 2036 | loss: 0.0309862 | val_loss: 0.0310795 | Time: 1700.12 ms [2021-05-11 13:29:27 main:574] : INFO : Epoch 2037 | loss: 0.0309819 | val_loss: 0.0310614 | Time: 1724.03 ms [2021-05-11 13:29:29 main:574] : INFO : Epoch 2038 | loss: 0.0310014 | val_loss: 0.0310669 | Time: 1704.55 ms [2021-05-11 13:29:31 main:574] : INFO : Epoch 2039 | loss: 0.0310013 | val_loss: 0.0310663 | Time: 1714.54 ms [2021-05-11 13:29:33 main:574] : INFO : Epoch 2040 | loss: 0.0309931 | val_loss: 0.0310599 | Time: 1677.3 ms [2021-05-11 13:29:34 main:574] : INFO : Epoch 2041 | loss: 0.0309893 | val_loss: 0.0310587 | Time: 1707.05 ms [2021-05-11 13:29:36 main:574] : INFO : Epoch 2042 | loss: 0.030985 | val_loss: 0.0310588 | Time: 1713.11 ms [2021-05-11 13:29:38 main:574] : INFO : Epoch 2043 | loss: 0.0309827 | val_loss: 0.0310505 | Time: 1695.99 ms [2021-05-11 13:29:40 main:574] : INFO : Epoch 2044 | loss: 0.0309852 | val_loss: 0.0310556 | Time: 1703.11 ms [2021-05-11 13:29:41 main:574] : INFO : Epoch 2045 | loss: 0.0309818 | val_loss: 0.0310632 | Time: 1694.63 ms [2021-05-11 13:29:43 main:574] : INFO : Epoch 2046 | loss: 0.0309939 | val_loss: 0.0310718 | Time: 1679.5 ms [2021-05-11 13:29:45 main:574] : INFO : Epoch 2047 | loss: 0.0309987 | val_loss: 0.0310586 | Time: 1705.68 ms [2021-05-11 13:29:46 main:574] : INFO : Epoch 2048 | loss: 0.0309929 | val_loss: 0.0310522 | Time: 1705.79 ms [2021-05-11 13:29:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310522 [2021-05-11 13:29:47 main:603] : INFO : Saving end state to config to file [2021-05-11 13:29:47 main:608] : INFO : Success, exiting.. 13:29:47 (9904): 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)