Task 7614591
| Name | ParityModified-1631727639-7661-2_0 |
| Workunit | 5268952 |
| Created | 26 Sep 2021, 21:39:13 UTC |
| Sent | 29 Sep 2021, 18:07:50 UTC |
| Report deadline | 6 Oct 2021, 18:07:50 UTC |
| Received | 30 Sep 2021, 7:41:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 35 sec |
| CPU time | 56 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0310942 | val_loss: 0.031141 | Time: 1649.36 ms [2021-09-30 03:22:52 main:581] : INFO : Epoch 1539 | loss: 0.0310996 | val_loss: 0.0311259 | Time: 1663.79 ms [2021-09-30 03:22:53 main:581] : INFO : Epoch 1540 | loss: 0.0310989 | val_loss: 0.0311235 | Time: 1664.47 ms [2021-09-30 03:22:55 main:581] : INFO : Epoch 1541 | loss: 0.0310983 | val_loss: 0.0311291 | Time: 1661.57 ms [2021-09-30 03:22:57 main:581] : INFO : Epoch 1542 | loss: 0.0310991 | val_loss: 0.0311285 | Time: 1668.62 ms [2021-09-30 03:22:58 main:581] : INFO : Epoch 1543 | loss: 0.0311041 | val_loss: 0.0311325 | Time: 1662.76 ms [2021-09-30 03:23:00 main:581] : INFO : Epoch 1544 | loss: 0.0311009 | val_loss: 0.0311263 | Time: 1666.22 ms [2021-09-30 03:23:02 main:581] : INFO : Epoch 1545 | loss: 0.0310967 | val_loss: 0.0311258 | Time: 1656.97 ms [2021-09-30 03:23:03 main:581] : INFO : Epoch 1546 | loss: 0.0310945 | val_loss: 0.031128 | Time: 1675.8 ms [2021-09-30 03:23:05 main:581] : INFO : Epoch 1547 | loss: 0.0310955 | val_loss: 0.0311288 | Time: 1675.93 ms [2021-09-30 03:23:07 main:581] : INFO : Epoch 1548 | loss: 0.0310932 | val_loss: 0.0311284 | Time: 1667.62 ms [2021-09-30 03:23:08 main:581] : INFO : Epoch 1549 | loss: 0.0310893 | val_loss: 0.0311257 | Time: 1646.01 ms [2021-09-30 03:23:10 main:581] : INFO : Epoch 1550 | loss: 0.0310899 | val_loss: 0.0311306 | Time: 1630 ms [2021-09-30 03:23:12 main:581] : INFO : Epoch 1551 | loss: 0.0310929 | val_loss: 0.0311327 | Time: 1669.89 ms [2021-09-30 03:23:13 main:581] : INFO : Epoch 1552 | loss: 0.0310952 | val_loss: 0.0311392 | Time: 1641.54 ms [2021-09-30 03:23:15 main:581] : INFO : Epoch 1553 | loss: 0.0311445 | val_loss: 0.0311614 | Time: 1677.24 ms [2021-09-30 03:23:17 main:581] : INFO : Epoch 1554 | loss: 0.03114 | val_loss: 0.0311486 | Time: 1668.74 ms [2021-09-30 03:23:18 main:581] : INFO : Epoch 1555 | loss: 0.0311348 | val_loss: 0.0311385 | Time: 1656.48 ms [2021-09-30 03:23:20 main:581] : INFO : Epoch 1556 | loss: 0.0311283 | val_loss: 0.0311429 | Time: 1651.41 ms [2021-09-30 03:23:21 main:581] : INFO : Epoch 1557 | loss: 0.0311223 | val_loss: 0.0311369 | Time: 1651.08 ms [2021-09-30 03:23:23 main:581] : INFO : Epoch 1558 | loss: 0.0311194 | val_loss: 0.0311397 | Time: 1648.2 ms [2021-09-30 03:23:25 main:581] : INFO : Epoch 1559 | loss: 0.0311169 | val_loss: 0.0311338 | Time: 1664.23 ms [2021-09-30 03:23:26 main:581] : INFO : Epoch 1560 | loss: 0.0311135 | val_loss: 0.0311343 | Time: 1661.73 ms [2021-09-30 03:23:28 main:581] : INFO : Epoch 1561 | loss: 0.0311103 | val_loss: 0.0311289 | Time: 1658.14 ms [2021-09-30 03:23:30 main:581] : INFO : Epoch 1562 | loss: 0.0311077 | val_loss: 0.0311267 | Time: 1645.36 ms [2021-09-30 03:23:31 main:581] : INFO : Epoch 1563 | loss: 0.031107 | val_loss: 0.0311287 | Time: 1659.24 ms [2021-09-30 03:23:33 main:581] : INFO : Epoch 1564 | loss: 0.0311069 | val_loss: 0.0311304 | Time: 1628.57 ms [2021-09-30 03:23:35 main:581] : INFO : Epoch 1565 | loss: 0.0311038 | val_loss: 0.0311307 | Time: 1674.47 ms [2021-09-30 03:23:36 main:581] : INFO : Epoch 1566 | loss: 0.0311032 | val_loss: 0.0311346 | Time: 1663.92 ms [2021-09-30 03:23:38 main:581] : INFO : Epoch 1567 | loss: 0.0311018 | val_loss: 0.0311344 | Time: 1666.64 ms [2021-09-30 03:23:40 main:581] : INFO : Epoch 1568 | loss: 0.0311027 | val_loss: 0.031131 | Time: 1642.63 ms [2021-09-30 03:23:41 main:581] : INFO : Epoch 1569 | loss: 0.031103 | val_loss: 0.0311319 | Time: 1652.22 ms [2021-09-30 03:23:43 main:581] : INFO : Epoch 1570 | loss: 0.0311035 | val_loss: 0.0311294 | Time: 1666.74 ms [2021-09-30 03:23:45 main:581] : INFO : Epoch 1571 | loss: 0.0311016 | val_loss: 0.0311344 | Time: 1671.2 ms [2021-09-30 03:23:46 main:581] : INFO : Epoch 1572 | loss: 0.0311036 | val_loss: 0.031131 | Time: 1679.01 ms [2021-09-30 03:23:48 main:581] : INFO : Epoch 1573 | loss: 0.0311 | val_loss: 0.0311369 | Time: 1644.44 ms [2021-09-30 03:23:50 main:581] : INFO : Epoch 1574 | loss: 0.0311051 | val_loss: 0.0311284 | Time: 1654.21 ms [2021-09-30 03:23:51 main:581] : INFO : Epoch 1575 | loss: 0.0311027 | val_loss: 0.0311354 | Time: 1681.59 ms [2021-09-30 03:23:53 main:581] : INFO : Epoch 1576 | loss: 0.0311056 | val_loss: 0.0311294 | Time: 1653.51 ms [2021-09-30 03:23:55 main:581] : INFO : Epoch 1577 | loss: 0.0311027 | val_loss: 0.0311257 | Time: 1672.21 ms [2021-09-30 03:23:56 main:581] : INFO : Epoch 1578 | loss: 0.0311029 | val_loss: 0.0311291 | Time: 1679.76 ms [2021-09-30 03:23:58 main:581] : INFO : Epoch 1579 | loss: 0.031101 | val_loss: 0.0311284 | Time: 1667.9 ms [2021-09-30 03:24:00 main:581] : INFO : Epoch 1580 | loss: 0.0311037 | val_loss: 0.0311221 | Time: 1664.3 ms [2021-09-30 03:24:01 main:581] : INFO : Epoch 1581 | loss: 0.0310999 | val_loss: 0.0311231 | Time: 1659.43 ms [2021-09-30 03:24:03 main:581] : INFO : Epoch 1582 | loss: 0.0310981 | val_loss: 0.031126 | Time: 1635.68 ms [2021-09-30 03:24:05 main:581] : INFO : Epoch 1583 | loss: 0.0311023 | val_loss: 0.0311289 | Time: 1661.95 ms [2021-09-30 03:24:06 main:581] : INFO : Epoch 1584 | loss: 0.0311008 | val_loss: 0.0311231 | Time: 1666.94 ms [2021-09-30 03:24:08 main:581] : INFO : Epoch 1585 | loss: 0.0310983 | val_loss: 0.0311226 | Time: 1678.83 ms [2021-09-30 03:24:10 main:581] : INFO : Epoch 1586 | loss: 0.031098 | val_loss: 0.0311308 | Time: 1682.25 ms [2021-09-30 03:24:11 main:581] : INFO : Epoch 1587 | loss: 0.0310971 | val_loss: 0.0311271 | Time: 1672.75 ms [2021-09-30 03:24:13 main:581] : INFO : Epoch 1588 | loss: 0.0310931 | val_loss: 0.031121 | Time: 1655.45 ms [2021-09-30 03:24:15 main:581] : INFO : Epoch 1589 | loss: 0.0310918 | val_loss: 0.0311225 | Time: 1676.86 ms [2021-09-30 03:24:16 main:581] : INFO : Epoch 1590 | loss: 0.0310928 | val_loss: 0.0311288 | Time: 1624.15 ms [2021-09-30 03:24:18 main:581] : INFO : Epoch 1591 | loss: 0.0310954 | val_loss: 0.0311271 | Time: 1657.61 ms [2021-09-30 03:24:20 main:581] : INFO : Epoch 1592 | loss: 0.0311011 | val_loss: 0.0311226 | Time: 1660.44 ms [2021-09-30 03:24:21 main:581] : INFO : Epoch 1593 | loss: 0.0310984 | val_loss: 0.0311202 | Time: 1658.35 ms [2021-09-30 03:24:23 main:581] : INFO : Epoch 1594 | loss: 0.0310927 | val_loss: 0.0311194 | Time: 1655.35 ms [2021-09-30 03:24:25 main:581] : INFO : Epoch 1595 | loss: 0.0310931 | val_loss: 0.0311241 | Time: 1643.79 ms [2021-09-30 03:24:26 main:581] : INFO : Epoch 1596 | loss: 0.0310996 | val_loss: 0.0311184 | Time: 1636.65 ms [2021-09-30 03:24:28 main:581] : INFO : Epoch 1597 | loss: 0.0311052 | val_loss: 0.0311236 | Time: 1638.1 ms [2021-09-30 03:24:29 main:581] : INFO : Epoch 1598 | loss: 0.0310979 | val_loss: 0.0311152 | Time: 1634.36 ms [2021-09-30 03:24:31 main:581] : INFO : Epoch 1599 | loss: 0.0310939 | val_loss: 0.0311219 | Time: 1659.49 ms [2021-09-30 03:24:33 main:581] : INFO : Epoch 1600 | loss: 0.0310921 | val_loss: 0.0311161 | Time: 1646.45 ms [2021-09-30 03:24:34 main:581] : INFO : Epoch 1601 | loss: 0.0310936 | val_loss: 0.0311281 | Time: 1641.11 ms [2021-09-30 03:24:36 main:581] : INFO : Epoch 1602 | loss: 0.0310937 | val_loss: 0.0311195 | Time: 1659.75 ms [2021-09-30 03:24:38 main:581] : INFO : Epoch 1603 | loss: 0.0310911 | val_loss: 0.0311244 | Time: 1657.16 ms [2021-09-30 03:24:39 main:581] : INFO : Epoch 1604 | loss: 0.0310975 | val_loss: 0.031122 | Time: 1644.71 ms [2021-09-30 03:24:41 main:581] : INFO : Epoch 1605 | loss: 0.031097 | val_loss: 0.0311205 | Time: 1656.64 ms [2021-09-30 03:24:43 main:581] : INFO : Epoch 1606 | loss: 0.0310939 | val_loss: 0.0311343 | Time: 1649.05 ms [2021-09-30 03:24:44 main:581] : INFO : Epoch 1607 | loss: 0.0310933 | val_loss: 0.0311186 | Time: 1648.53 ms [2021-09-30 03:24:46 main:581] : INFO : Epoch 1608 | loss: 0.0310896 | val_loss: 0.031117 | Time: 1647.32 ms [2021-09-30 03:24:48 main:581] : INFO : Epoch 1609 | loss: 0.0310889 | val_loss: 0.0311244 | Time: 1649.36 ms [2021-09-30 03:24:49 main:581] : INFO : Epoch 1610 | loss: 0.0310923 | val_loss: 0.031119 | Time: 1656.65 ms [2021-09-30 03:24:51 main:581] : INFO : Epoch 1611 | loss: 0.0310943 | val_loss: 0.0311206 | Time: 1629.67 ms [2021-09-30 03:24:53 main:581] : INFO : Epoch 1612 | loss: 0.0310901 | val_loss: 0.0311198 | Time: 1663.89 ms [2021-09-30 03:24:54 main:581] : INFO : Epoch 1613 | loss: 0.0310904 | val_loss: 0.0311203 | Time: 1652.78 ms [2021-09-30 03:24:56 main:581] : INFO : Epoch 1614 | loss: 0.0310901 | val_loss: 0.0311206 | Time: 1650.89 ms [2021-09-30 03:24:58 main:581] : INFO : Epoch 1615 | loss: 0.031102 | val_loss: 0.0311238 | Time: 1624.31 ms [2021-09-30 03:24:59 main:581] : INFO : Epoch 1616 | loss: 0.0311021 | val_loss: 0.0311256 | Time: 1651.01 ms [2021-09-30 03:25:01 main:581] : INFO : Epoch 1617 | loss: 0.0311015 | val_loss: 0.031128 | Time: 1637.89 ms [2021-09-30 03:25:02 main:581] : INFO : Epoch 1618 | loss: 0.0311001 | val_loss: 0.0311306 | Time: 1647.46 ms [2021-09-30 03:25:04 main:581] : INFO : Epoch 1619 | loss: 0.0310972 | val_loss: 0.0311252 | Time: 1633.51 ms [2021-09-30 03:25:06 main:581] : INFO : Epoch 1620 | loss: 0.0310963 | val_loss: 0.0311219 | Time: 1657.85 ms [2021-09-30 03:25:07 main:581] : INFO : Epoch 1621 | loss: 0.0310922 | val_loss: 0.0311259 | Time: 1653.71 ms [2021-09-30 03:25:09 main:581] : INFO : Epoch 1622 | loss: 0.0310923 | val_loss: 0.0311267 | Time: 1651.14 ms [2021-09-30 03:25:11 main:581] : INFO : Epoch 1623 | loss: 0.0310902 | val_loss: 0.031122 | Time: 1654.7 ms [2021-09-30 03:25:12 main:581] : INFO : Epoch 1624 | loss: 0.031088 | val_loss: 0.0311231 | Time: 1664.63 ms [2021-09-30 03:25:14 main:581] : INFO : Epoch 1625 | loss: 0.0310872 | val_loss: 0.0311203 | Time: 1646.97 ms [2021-09-30 03:25:16 main:581] : INFO : Epoch 1626 | loss: 0.0310861 | val_loss: 0.0311251 | Time: 1650.65 ms [2021-09-30 03:25:17 main:581] : INFO : Epoch 1627 | loss: 0.0310855 | val_loss: 0.031121 | Time: 1658.65 ms [2021-09-30 03:25:19 main:581] : INFO : Epoch 1628 | loss: 0.0310844 | val_loss: 0.0311233 | Time: 1669.75 ms [2021-09-30 03:25:21 main:581] : INFO : Epoch 1629 | loss: 0.0310861 | val_loss: 0.0311161 | Time: 1673.93 ms [2021-09-30 03:25:22 main:581] : INFO : Epoch 1630 | loss: 0.0310885 | val_loss: 0.0311272 | Time: 1656.02 ms [2021-09-30 03:25:24 main:581] : INFO : Epoch 1631 | loss: 0.0310927 | val_loss: 0.031119 | Time: 1645.44 ms [2021-09-30 03:25:26 main:581] : INFO : Epoch 1632 | loss: 0.0310927 | val_loss: 0.0311194 | Time: 1682.88 ms [2021-09-30 03:25:27 main:581] : INFO : Epoch 1633 | loss: 0.0310917 | val_loss: 0.0311111 | Time: 1669.39 ms [2021-09-30 03:25:29 main:581] : INFO : Epoch 1634 | loss: 0.0310882 | val_loss: 0.0311157 | Time: 1660.56 ms [2021-09-30 03:25:31 main:581] : INFO : Epoch 1635 | loss: 0.0310856 | val_loss: 0.0311194 | Time: 1676.88 ms [2021-09-30 03:25:32 main:581] : INFO : Epoch 1636 | loss: 0.0310842 | val_loss: 0.0311159 | Time: 1661.82 ms [2021-09-30 03:25:34 main:581] : INFO : Epoch 1637 | loss: 0.0310866 | val_loss: 0.0311206 | Time: 1662.49 ms [2021-09-30 03:25:36 main:581] : INFO : Epoch 1638 | loss: 0.0310877 | val_loss: 0.0311185 | Time: 1666.22 ms [2021-09-30 03:25:37 main:581] : INFO : Epoch 1639 | loss: 0.031089 | val_loss: 0.0311174 | Time: 1678.28 ms [2021-09-30 03:25:39 main:581] : INFO : Epoch 1640 | loss: 0.0311007 | val_loss: 0.0311193 | Time: 1656.1 ms [2021-09-30 03:25:41 main:581] : INFO : Epoch 1641 | loss: 0.0310951 | val_loss: 0.0311201 | Time: 1673.33 ms [2021-09-30 03:25:42 main:581] : INFO : Epoch 1642 | loss: 0.0310924 | val_loss: 0.0311198 | Time: 1659.53 ms [2021-09-30 03:25:44 main:581] : INFO : Epoch 1643 | loss: 0.0310915 | val_loss: 0.0311201 | Time: 1648.77 ms [2021-09-30 03:25:46 main:581] : INFO : Epoch 1644 | loss: 0.0310901 | val_loss: 0.0311202 | Time: 1646.57 ms [2021-09-30 03:25:47 main:581] : INFO : Epoch 1645 | loss: 0.031087 | val_loss: 0.0311196 | Time: 1650.36 ms [2021-09-30 03:25:49 main:581] : INFO : Epoch 1646 | loss: 0.0310867 | val_loss: 0.0311216 | Time: 1657.87 ms [2021-09-30 03:25:51 main:581] : INFO : Epoch 1647 | loss: 0.0310917 | val_loss: 0.0311259 | Time: 1642.49 ms [2021-09-30 03:25:52 main:581] : INFO : Epoch 1648 | loss: 0.0310914 | val_loss: 0.0311261 | Time: 1661.81 ms [2021-09-30 03:25:54 main:581] : INFO : Epoch 1649 | loss: 0.0310876 | val_loss: 0.0311256 | Time: 1634.67 ms [2021-09-30 03:25:55 main:581] : INFO : Epoch 1650 | loss: 0.0310843 | val_loss: 0.0311244 | Time: 1634.36 ms [2021-09-30 03:25:57 main:581] : INFO : Epoch 1651 | loss: 0.0310838 | val_loss: 0.0311241 | Time: 1652.59 ms [2021-09-30 03:25:59 main:581] : INFO : Epoch 1652 | loss: 0.0310855 | val_loss: 0.0311311 | Time: 1646.52 ms [2021-09-30 03:26:00 main:581] : INFO : Epoch 1653 | loss: 0.0311071 | val_loss: 0.0311382 | Time: 1684.89 ms [2021-09-30 03:26:02 main:581] : INFO : Epoch 1654 | loss: 0.0311113 | val_loss: 0.0311313 | Time: 1665.72 ms [2021-09-30 03:26:04 main:581] : INFO : Epoch 1655 | loss: 0.0311049 | val_loss: 0.0311268 | Time: 1672.79 ms [2021-09-30 03:26:06 main:581] : INFO : Epoch 1656 | loss: 0.0311014 | val_loss: 0.0311227 | Time: 1693.3 ms [2021-09-30 03:26:07 main:581] : INFO : Epoch 1657 | loss: 0.0310974 | val_loss: 0.0311258 | Time: 1696.65 ms [2021-09-30 03:26:09 main:581] : INFO : Epoch 1658 | loss: 0.0310971 | val_loss: 0.0311285 | Time: 1673.05 ms [2021-09-30 03:26:11 main:581] : INFO : Epoch 1659 | loss: 0.0311042 | val_loss: 0.0311238 | Time: 1694.18 ms [2021-09-30 03:26:12 main:581] : INFO : Epoch 1660 | loss: 0.0311016 | val_loss: 0.0311222 | Time: 1692.34 ms [2021-09-30 03:26:14 main:581] : INFO : Epoch 1661 | loss: 0.0310994 | val_loss: 0.0311248 | Time: 1663.13 ms [2021-09-30 03:26:16 main:581] : INFO : Epoch 1662 | loss: 0.0311008 | val_loss: 0.0311228 | Time: 1674.3 ms [2021-09-30 03:26:17 main:581] : INFO : Epoch 1663 | loss: 0.0310993 | val_loss: 0.0311246 | Time: 1664.73 ms [2021-09-30 03:26:19 main:581] : INFO : Epoch 1664 | loss: 0.0310952 | val_loss: 0.0311218 | Time: 1684.24 ms [2021-09-30 03:26:21 main:581] : INFO : Epoch 1665 | loss: 0.0310946 | val_loss: 0.031128 | Time: 1655.01 ms [2021-09-30 03:26:22 main:581] : INFO : Epoch 1666 | loss: 0.0310956 | val_loss: 0.0311254 | Time: 1658.32 ms [2021-09-30 03:26:24 main:581] : INFO : Epoch 1667 | loss: 0.0310929 | val_loss: 0.0311212 | Time: 1679.09 ms [2021-09-30 03:26:26 main:581] : INFO : Epoch 1668 | loss: 0.0310912 | val_loss: 0.0311266 | Time: 1648.68 ms [2021-09-30 03:26:27 main:581] : INFO : Epoch 1669 | loss: 0.0310919 | val_loss: 0.0311255 | Time: 1674.85 ms [2021-09-30 03:26:29 main:581] : INFO : Epoch 1670 | loss: 0.0310932 | val_loss: 0.0311236 | Time: 1648.31 ms [2021-09-30 03:26:31 main:581] : INFO : Epoch 1671 | loss: 0.0310929 | val_loss: 0.0311245 | Time: 1598.39 ms [2021-09-30 03:26:32 main:581] : INFO : Epoch 1672 | loss: 0.0310932 | val_loss: 0.0311227 | Time: 1598.61 ms [2021-09-30 03:26:34 main:581] : INFO : Epoch 1673 | loss: 0.0310879 | val_loss: 0.0311268 | Time: 1600.46 ms [2021-09-30 03:26:35 main:581] : INFO : Epoch 1674 | loss: 0.0310902 | val_loss: 0.0311251 | Time: 1635.99 ms [2021-09-30 03:26:37 main:581] : INFO : Epoch 1675 | loss: 0.0310904 | val_loss: 0.0311256 | Time: 1655.71 ms [2021-09-30 03:26:39 main:581] : INFO : Epoch 1676 | loss: 0.0310934 | val_loss: 0.0311229 | Time: 1645.33 ms [2021-09-30 03:26:40 main:581] : INFO : Epoch 1677 | loss: 0.0310975 | val_loss: 0.0311372 | Time: 1647.18 ms [2021-09-30 03:26:42 main:581] : INFO : Epoch 1678 | loss: 0.0310951 | val_loss: 0.0311226 | Time: 1660.8 ms [2021-09-30 03:26:44 main:581] : INFO : Epoch 1679 | loss: 0.0310914 | val_loss: 0.0311297 | Time: 1683.04 ms [2021-09-30 03:26:45 main:581] : INFO : Epoch 1680 | loss: 0.0310942 | val_loss: 0.0311228 | Time: 1655.89 ms [2021-09-30 03:26:47 main:581] : INFO : Epoch 1681 | loss: 0.031098 | val_loss: 0.0311248 | Time: 1694.21 ms [2021-09-30 03:26:49 main:581] : INFO : Epoch 1682 | loss: 0.0310984 | val_loss: 0.0311178 | Time: 1681.81 ms [2021-09-30 03:26:50 main:581] : INFO : Epoch 1683 | loss: 0.0310972 | val_loss: 0.0311267 | Time: 1676.43 ms [2021-09-30 03:26:52 main:581] : INFO : Epoch 1684 | loss: 0.0311054 | val_loss: 0.0311225 | Time: 1653.04 ms [2021-09-30 03:26:54 main:581] : INFO : Epoch 1685 | loss: 0.0311034 | val_loss: 0.031119 | Time: 1641.68 ms [2021-09-30 03:26:55 main:581] : INFO : Epoch 1686 | loss: 0.0310971 | val_loss: 0.0311197 | Time: 1672.04 ms [2021-09-30 03:26:57 main:581] : INFO : Epoch 1687 | loss: 0.0310945 | val_loss: 0.0311236 | Time: 1652.91 ms [2021-09-30 03:26:59 main:581] : INFO : Epoch 1688 | loss: 0.0310917 | val_loss: 0.0311206 | Time: 1663.89 ms [2021-09-30 03:27:00 main:581] : INFO : Epoch 1689 | loss: 0.0310899 | val_loss: 0.0311211 | Time: 1652.82 ms [2021-09-30 03:27:02 main:581] : INFO : Epoch 1690 | loss: 0.0310923 | val_loss: 0.0311271 | Time: 1667 ms [2021-09-30 03:27:04 main:581] : INFO : Epoch 1691 | loss: 0.0310971 | val_loss: 0.0311232 | Time: 1654.26 ms [2021-09-30 03:27:05 main:581] : INFO : Epoch 1692 | loss: 0.031095 | val_loss: 0.0311301 | Time: 1638.78 ms [2021-09-30 03:27:07 main:581] : INFO : Epoch 1693 | loss: 0.0310926 | val_loss: 0.0311261 | Time: 1662.9 ms [2021-09-30 03:27:09 main:581] : INFO : Epoch 1694 | loss: 0.031094 | val_loss: 0.0311293 | Time: 1667.38 ms [2021-09-30 03:27:10 main:581] : INFO : Epoch 1695 | loss: 0.0310963 | val_loss: 0.0311325 | Time: 1671.67 ms [2021-09-30 03:27:12 main:581] : INFO : Epoch 1696 | loss: 0.0310972 | val_loss: 0.0311276 | Time: 1680.85 ms [2021-09-30 03:27:14 main:581] : INFO : Epoch 1697 | loss: 0.0311001 | val_loss: 0.0311229 | Time: 1693.01 ms [2021-09-30 03:27:15 main:581] : INFO : Epoch 1698 | loss: 0.031094 | val_loss: 0.0311218 | Time: 1628.23 ms [2021-09-30 03:27:17 main:581] : INFO : Epoch 1699 | loss: 0.0310899 | val_loss: 0.0311246 | Time: 1680.35 ms [2021-09-30 03:27:19 main:581] : INFO : Epoch 1700 | loss: 0.0310977 | val_loss: 0.0311242 | Time: 1661.86 ms [2021-09-30 03:27:20 main:581] : INFO : Epoch 1701 | loss: 0.0310949 | val_loss: 0.0311227 | Time: 1663.22 ms [2021-09-30 03:27:22 main:581] : INFO : Epoch 1702 | loss: 0.0310915 | val_loss: 0.0311261 | Time: 1612.02 ms [2021-09-30 03:27:23 main:581] : INFO : Epoch 1703 | loss: 0.0310917 | val_loss: 0.0311238 | Time: 1612.22 ms [2021-09-30 03:27:25 main:581] : INFO : Epoch 1704 | loss: 0.0310932 | val_loss: 0.0311279 | Time: 1609.54 ms [2021-09-30 03:27:27 main:581] : INFO : Epoch 1705 | loss: 0.031092 | val_loss: 0.0311324 | Time: 1605.46 ms [2021-09-30 03:27:28 main:581] : INFO : Epoch 1706 | loss: 0.0310878 | val_loss: 0.0311252 | Time: 1637.47 ms [2021-09-30 03:27:30 main:581] : INFO : Epoch 1707 | loss: 0.0310861 | val_loss: 0.0311248 | Time: 1591.23 ms [2021-09-30 03:27:32 main:581] : INFO : Epoch 1708 | loss: 0.0310859 | val_loss: 0.0311235 | Time: 1614.16 ms [2021-09-30 03:27:33 main:581] : INFO : Epoch 1709 | loss: 0.0310849 | val_loss: 0.0311263 | Time: 1631.37 ms [2021-09-30 03:27:35 main:581] : INFO : Epoch 1710 | loss: 0.0310857 | val_loss: 0.0311249 | Time: 1626.94 ms [2021-09-30 03:27:36 main:581] : INFO : Epoch 1711 | loss: 0.0310863 | val_loss: 0.0311275 | Time: 1654.52 ms [2021-09-30 03:27:38 main:581] : INFO : Epoch 1712 | loss: 0.0310863 | val_loss: 0.0311261 | Time: 1664.23 ms [2021-09-30 03:27:40 main:581] : INFO : Epoch 1713 | loss: 0.0310866 | val_loss: 0.0311277 | Time: 1667.36 ms [2021-09-30 03:27:41 main:581] : INFO : Epoch 1714 | loss: 0.0310884 | val_loss: 0.0311245 | Time: 1652.19 ms [2021-09-30 03:27:43 main:581] : INFO : Epoch 1715 | loss: 0.0310841 | val_loss: 0.031123 | Time: 1643.95 ms [2021-09-30 03:27:45 main:581] : INFO : Epoch 1716 | loss: 0.0310831 | val_loss: 0.0311269 | Time: 1675.61 ms [2021-09-30 03:27:46 main:581] : INFO : Epoch 1717 | loss: 0.0310865 | val_loss: 0.0311217 | Time: 1669.6 ms [2021-09-30 03:27:48 main:581] : INFO : Epoch 1718 | loss: 0.0310955 | val_loss: 0.0311192 | Time: 1661.06 ms [2021-09-30 03:27:50 main:581] : INFO : Epoch 1719 | loss: 0.0310908 | val_loss: 0.0311249 | Time: 1650.13 ms [2021-09-30 03:27:51 main:581] : INFO : Epoch 1720 | loss: 0.0310904 | val_loss: 0.0311192 | Time: 1651.82 ms [2021-09-30 03:27:53 main:581] : INFO : Epoch 1721 | loss: 0.0310855 | val_loss: 0.0311213 | Time: 1651.04 ms [2021-09-30 03:27:55 main:581] : INFO : Epoch 1722 | loss: 0.0310884 | val_loss: 0.0311247 | Time: 1648.51 ms [2021-09-30 03:27:56 main:581] : INFO : Epoch 1723 | loss: 0.0310905 | val_loss: 0.0311372 | Time: 1649.65 ms [2021-09-30 03:27:58 main:581] : INFO : Epoch 1724 | loss: 0.0311259 | val_loss: 0.0311407 | Time: 1665.64 ms [2021-09-30 03:28:00 main:581] : INFO : Epoch 1725 | loss: 0.0311125 | val_loss: 0.0311357 | Time: 1648.01 ms [2021-09-30 03:28:01 main:581] : INFO : Epoch 1726 | loss: 0.0311018 | val_loss: 0.0311304 | Time: 1661.14 ms [2021-09-30 03:28:03 main:581] : INFO : Epoch 1727 | loss: 0.0310972 | val_loss: 0.0311305 | Time: 1695.56 ms [2021-09-30 03:28:05 main:581] : INFO : Epoch 1728 | loss: 0.0310927 | val_loss: 0.0311291 | Time: 1676.66 ms [2021-09-30 03:28:06 main:581] : INFO : Epoch 1729 | loss: 0.0310916 | val_loss: 0.0311291 | Time: 1671.74 ms [2021-09-30 03:28:08 main:581] : INFO : Epoch 1730 | loss: 0.0310913 | val_loss: 0.031137 | Time: 1668.3 ms [2021-09-30 03:28:10 main:581] : INFO : Epoch 1731 | loss: 0.0310932 | val_loss: 0.0311342 | Time: 1658.8 ms [2021-09-30 03:28:11 main:581] : INFO : Epoch 1732 | loss: 0.0310897 | val_loss: 0.0311262 | Time: 1665.47 ms [2021-09-30 03:28:13 main:581] : INFO : Epoch 1733 | loss: 0.0310887 | val_loss: 0.0311239 | Time: 1662.47 ms [2021-09-30 03:28:15 main:581] : INFO : Epoch 1734 | loss: 0.0310901 | val_loss: 0.0311271 | Time: 1659.51 ms [2021-09-30 03:28:16 main:581] : INFO : Epoch 1735 | loss: 0.0310894 | val_loss: 0.0311262 | Time: 1667.39 ms [2021-09-30 03:28:18 main:581] : INFO : Epoch 1736 | loss: 0.0310882 | val_loss: 0.0311258 | Time: 1671.76 ms [2021-09-30 03:28:20 main:581] : INFO : Epoch 1737 | loss: 0.0310888 | val_loss: 0.0311252 | Time: 1672.21 ms [2021-09-30 03:28:21 main:581] : INFO : Epoch 1738 | loss: 0.031085 | val_loss: 0.0311223 | Time: 1678.29 ms [2021-09-30 03:28:23 main:581] : INFO : Epoch 1739 | loss: 0.0310811 | val_loss: 0.031126 | Time: 1656.22 ms [2021-09-30 03:28:25 main:581] : INFO : Epoch 1740 | loss: 0.0310826 | val_loss: 0.0311292 | Time: 1678.69 ms [2021-09-30 03:28:26 main:581] : INFO : Epoch 1741 | loss: 0.0310834 | val_loss: 0.03113 | Time: 1656.67 ms [2021-09-30 03:28:28 main:581] : INFO : Epoch 1742 | loss: 0.0310812 | val_loss: 0.0311241 | Time: 1689.89 ms [2021-09-30 03:28:30 main:581] : INFO : Epoch 1743 | loss: 0.0310805 | val_loss: 0.0311218 | Time: 1688.65 ms [2021-09-30 03:28:31 main:581] : INFO : Epoch 1744 | loss: 0.0310811 | val_loss: 0.0311322 | Time: 1661.14 ms [2021-09-30 03:28:33 main:581] : INFO : Epoch 1745 | loss: 0.0310799 | val_loss: 0.0311221 | Time: 1658.11 ms [2021-09-30 03:28:35 main:581] : INFO : Epoch 1746 | loss: 0.0310763 | val_loss: 0.031124 | Time: 1663.02 ms [2021-09-30 03:28:36 main:581] : INFO : Epoch 1747 | loss: 0.0310784 | val_loss: 0.0311347 | Time: 1676.2 ms [2021-09-30 03:28:38 main:581] : INFO : Epoch 1748 | loss: 0.031076 | val_loss: 0.0311282 | Time: 1657.55 ms [2021-09-30 03:28:40 main:581] : INFO : Epoch 1749 | loss: 0.031079 | val_loss: 0.0311299 | Time: 1641.5 ms [2021-09-30 03:28:41 main:581] : INFO : Epoch 1750 | loss: 0.0310839 | val_loss: 0.0311328 | Time: 1633.87 ms [2021-09-30 03:28:43 main:581] : INFO : Epoch 1751 | loss: 0.0310864 | val_loss: 0.0311223 | Time: 1646.47 ms [2021-09-30 03:28:45 main:581] : INFO : Epoch 1752 | loss: 0.0310863 | val_loss: 0.0311271 | Time: 1657.38 ms [2021-09-30 03:28:46 main:581] : INFO : Epoch 1753 | loss: 0.0310912 | val_loss: 0.0311205 | Time: 1654.78 ms [2021-09-30 03:28:48 main:581] : INFO : Epoch 1754 | loss: 0.031091 | val_loss: 0.031126 | Time: 1651.19 ms [2021-09-30 03:28:50 main:581] : INFO : Epoch 1755 | loss: 0.031087 | val_loss: 0.0311256 | Time: 1634.71 ms [2021-09-30 03:28:51 main:581] : INFO : Epoch 1756 | loss: 0.0310837 | val_loss: 0.0311215 | Time: 1628.17 ms [2021-09-30 03:28:53 main:581] : INFO : Epoch 1757 | loss: 0.0310835 | val_loss: 0.0311292 | Time: 1630.7 ms [2021-09-30 03:28:54 main:581] : INFO : Epoch 1758 | loss: 0.0310813 | val_loss: 0.0311219 | Time: 1621.38 ms [2021-09-30 03:28:56 main:581] : INFO : Epoch 1759 | loss: 0.0310791 | val_loss: 0.0311211 | Time: 1642.58 ms [2021-09-30 03:28:58 main:581] : INFO : Epoch 1760 | loss: 0.0310865 | val_loss: 0.0311254 | Time: 1609.72 ms [2021-09-30 03:28:59 main:581] : INFO : Epoch 1761 | loss: 0.0310884 | val_loss: 0.0311266 | Time: 1629.8 ms [2021-09-30 03:29:01 main:581] : INFO : Epoch 1762 | loss: 0.0310915 | val_loss: 0.0311258 | Time: 1623.38 ms [2021-09-30 03:29:03 main:581] : INFO : Epoch 1763 | loss: 0.0310882 | val_loss: 0.0311276 | Time: 1638.52 ms [2021-09-30 03:29:04 main:581] : INFO : Epoch 1764 | loss: 0.0310849 | val_loss: 0.031125 | Time: 1628.64 ms [2021-09-30 03:29:06 main:581] : INFO : Epoch 1765 | loss: 0.0310917 | val_loss: 0.0311255 | Time: 1609.52 ms [2021-09-30 03:29:07 main:581] : INFO : Epoch 1766 | loss: 0.0310861 | val_loss: 0.0311246 | Time: 1600.26 ms [2021-09-30 03:29:09 main:581] : INFO : Epoch 1767 | loss: 0.0310843 | val_loss: 0.0311186 | Time: 1649.39 ms [2021-09-30 03:29:11 main:581] : INFO : Epoch 1768 | loss: 0.0310859 | val_loss: 0.0311351 | Time: 1638.62 ms [2021-09-30 03:29:12 main:581] : INFO : Epoch 1769 | loss: 0.0310869 | val_loss: 0.0311275 | Time: 1627.34 ms [2021-09-30 03:29:14 main:581] : INFO : Epoch 1770 | loss: 0.0310831 | val_loss: 0.0311255 | Time: 1646.71 ms [2021-09-30 03:29:16 main:581] : INFO : Epoch 1771 | loss: 0.0310827 | val_loss: 0.0311257 | Time: 1628.49 ms [2021-09-30 03:29:17 main:581] : INFO : Epoch 1772 | loss: 0.0310847 | val_loss: 0.0311331 | Time: 1622.2 ms [2021-09-30 03:29:19 main:581] : INFO : Epoch 1773 | loss: 0.031092 | val_loss: 0.0311261 | Time: 1630.91 ms [2021-09-30 03:29:21 main:581] : INFO : Epoch 1774 | loss: 0.0310929 | val_loss: 0.0311227 | Time: 1639.07 ms [2021-09-30 03:29:22 main:581] : INFO : Epoch 1775 | loss: 0.0310832 | val_loss: 0.0311169 | Time: 1628.04 ms [2021-09-30 03:29:24 main:581] : INFO : Epoch 1776 | loss: 0.0310791 | val_loss: 0.0311194 | Time: 1655.12 ms [2021-09-30 03:29:25 main:581] : INFO : Epoch 1777 | loss: 0.0310788 | val_loss: 0.0311185 | Time: 1667.19 ms [2021-09-30 03:29:27 main:581] : INFO : Epoch 1778 | loss: 0.0310816 | val_loss: 0.0311214 | Time: 1647.89 ms [2021-09-30 03:29:29 main:581] : INFO : Epoch 1779 | loss: 0.0310832 | val_loss: 0.0311256 | Time: 1655.51 ms [2021-09-30 03:29:30 main:581] : INFO : Epoch 1780 | loss: 0.0310818 | val_loss: 0.0311279 | Time: 1649.85 ms [2021-09-30 03:29:32 main:581] : INFO : Epoch 1781 | loss: 0.0310876 | val_loss: 0.0311271 | Time: 1678.94 ms [2021-09-30 03:29:34 main:581] : INFO : Epoch 1782 | loss: 0.0310811 | val_loss: 0.0311275 | Time: 1679.81 ms [2021-09-30 03:29:35 main:581] : INFO : Epoch 1783 | loss: 0.0310794 | val_loss: 0.0311213 | Time: 1669.14 ms [2021-09-30 03:29:37 main:581] : INFO : Epoch 1784 | loss: 0.0310819 | val_loss: 0.0311266 | Time: 1675.66 ms [2021-09-30 03:29:39 main:581] : INFO : Epoch 1785 | loss: 0.031078 | val_loss: 0.031133 | Time: 1641.42 ms [2021-09-30 03:29:40 main:581] : INFO : Epoch 1786 | loss: 0.0310808 | val_loss: 0.0311217 | Time: 1674.34 ms [2021-09-30 03:29:42 main:581] : INFO : Epoch 1787 | loss: 0.0310795 | val_loss: 0.0311249 | Time: 1682.27 ms [2021-09-30 03:29:44 main:581] : INFO : Epoch 1788 | loss: 0.0310761 | val_loss: 0.0311296 | Time: 1699.26 ms [2021-09-30 03:29:46 main:581] : INFO : Epoch 1789 | loss: 0.0310759 | val_loss: 0.0311236 | Time: 1700.06 ms [2021-09-30 03:29:47 main:581] : INFO : Epoch 1790 | loss: 0.0310798 | val_loss: 0.0311318 | Time: 1655.7 ms [2021-09-30 03:29:49 main:581] : INFO : Epoch 1791 | loss: 0.0310854 | val_loss: 0.0311253 | Time: 1656.6 ms [2021-09-30 03:29:51 main:581] : INFO : Epoch 1792 | loss: 0.0310845 | val_loss: 0.0311239 | Time: 1660.58 ms [2021-09-30 03:29:52 main:581] : INFO : Epoch 1793 | loss: 0.0310809 | val_loss: 0.0311198 | Time: 1678.65 ms [2021-09-30 03:29:54 main:581] : INFO : Epoch 1794 | loss: 0.0310761 | val_loss: 0.0311236 | Time: 1681.79 ms [2021-09-30 03:29:56 main:581] : INFO : Epoch 1795 | loss: 0.0310779 | val_loss: 0.031128 | Time: 1648.53 ms [2021-09-30 03:29:57 main:581] : INFO : Epoch 1796 | loss: 0.0310747 | val_loss: 0.0311223 | Time: 1657.13 ms [2021-09-30 03:29:59 main:581] : INFO : Epoch 1797 | loss: 0.0310753 | val_loss: 0.0311272 | Time: 1655.97 ms [2021-09-30 03:30:00 main:581] : INFO : Epoch 1798 | loss: 0.0310732 | val_loss: 0.0311325 | Time: 1642.26 ms [2021-09-30 03:30:02 main:581] : INFO : Epoch 1799 | loss: 0.0310777 | val_loss: 0.0311258 | Time: 1656.13 ms [2021-09-30 03:30:04 main:581] : INFO : Epoch 1800 | loss: 0.0311013 | val_loss: 0.0311376 | Time: 1678.3 ms [2021-09-30 03:30:05 main:581] : INFO : Epoch 1801 | loss: 0.0311322 | val_loss: 0.0311359 | Time: 1653.62 ms [2021-09-30 03:30:07 main:581] : INFO : Epoch 1802 | loss: 0.0311224 | val_loss: 0.031137 | Time: 1677.35 ms [2021-09-30 03:30:09 main:581] : INFO : Epoch 1803 | loss: 0.0311162 | val_loss: 0.0311439 | Time: 1661.68 ms [2021-09-30 03:30:10 main:581] : INFO : Epoch 1804 | loss: 0.0311133 | val_loss: 0.0311348 | Time: 1647.47 ms [2021-09-30 03:30:12 main:581] : INFO : Epoch 1805 | loss: 0.0311081 | val_loss: 0.031143 | Time: 1657.86 ms [2021-09-30 03:30:14 main:581] : INFO : Epoch 1806 | loss: 0.031108 | val_loss: 0.0311343 | Time: 1663.45 ms [2021-09-30 03:30:15 main:581] : INFO : Epoch 1807 | loss: 0.0311031 | val_loss: 0.0311294 | Time: 1656.31 ms [2021-09-30 03:30:17 main:581] : INFO : Epoch 1808 | loss: 0.0311005 | val_loss: 0.0311261 | Time: 1667.06 ms [2021-09-30 03:30:19 main:581] : INFO : Epoch 1809 | loss: 0.0310989 | val_loss: 0.0311274 | Time: 1642.29 ms [2021-09-30 03:30:20 main:581] : INFO : Epoch 1810 | loss: 0.0310968 | val_loss: 0.0311255 | Time: 1641.91 ms [2021-09-30 03:30:22 main:581] : INFO : Epoch 1811 | loss: 0.0310979 | val_loss: 0.0311268 | Time: 1648.54 ms [2021-09-30 03:30:24 main:581] : INFO : Epoch 1812 | loss: 0.0310942 | val_loss: 0.0311266 | Time: 1630.01 ms [2021-09-30 03:30:25 main:581] : INFO : Epoch 1813 | loss: 0.0310948 | val_loss: 0.0311269 | Time: 1644.62 ms [2021-09-30 03:30:27 main:581] : INFO : Epoch 1814 | loss: 0.0310929 | val_loss: 0.0311217 | Time: 1641.96 ms [2021-09-30 03:30:29 main:581] : INFO : Epoch 1815 | loss: 0.0310913 | val_loss: 0.0311254 | Time: 1644.2 ms [2021-09-30 03:30:30 main:581] : INFO : Epoch 1816 | loss: 0.0310886 | val_loss: 0.0311212 | Time: 1673.25 ms [2021-09-30 03:30:32 main:581] : INFO : Epoch 1817 | loss: 0.0310883 | val_loss: 0.031125 | Time: 1646.65 ms [2021-09-30 03:30:34 main:581] : INFO : Epoch 1818 | loss: 0.0310883 | val_loss: 0.0311214 | Time: 1662.72 ms [2021-09-30 03:30:35 main:581] : INFO : Epoch 1819 | loss: 0.031091 | val_loss: 0.0311205 | Time: 1657.35 ms [2021-09-30 03:30:37 main:581] : INFO : Epoch 1820 | loss: 0.0310894 | val_loss: 0.0311218 | Time: 1635.72 ms [2021-09-30 03:30:39 main:581] : INFO : Epoch 1821 | loss: 0.0310873 | val_loss: 0.0311268 | Time: 1654.39 ms [2021-09-30 03:30:40 main:581] : INFO : Epoch 1822 | loss: 0.0310891 | val_loss: 0.0311231 | Time: 1634.11 ms [2021-09-30 03:30:42 main:581] : INFO : Epoch 1823 | loss: 0.0310872 | val_loss: 0.0311264 | Time: 1673.6 ms [2021-09-30 03:30:43 main:581] : INFO : Epoch 1824 | loss: 0.0310871 | val_loss: 0.0311174 | Time: 1641.73 ms [2021-09-30 03:30:45 main:581] : INFO : Epoch 1825 | loss: 0.0310857 | val_loss: 0.0311192 | Time: 1654.45 ms [2021-09-30 03:30:47 main:581] : INFO : Epoch 1826 | loss: 0.0310907 | val_loss: 0.0311242 | Time: 1676.5 ms [2021-09-30 03:30:48 main:581] : INFO : Epoch 1827 | loss: 0.0310962 | val_loss: 0.0311223 | Time: 1686.78 ms [2021-09-30 03:30:50 main:581] : INFO : Epoch 1828 | loss: 0.0310933 | val_loss: 0.0311307 | Time: 1649.43 ms [2021-09-30 03:30:52 main:581] : INFO : Epoch 1829 | loss: 0.03109 | val_loss: 0.0311263 | Time: 1637.57 ms [2021-09-30 03:30:53 main:581] : INFO : Epoch 1830 | loss: 0.0310867 | val_loss: 0.0311201 | Time: 1642.21 ms [2021-09-30 03:30:55 main:581] : INFO : Epoch 1831 | loss: 0.0310847 | val_loss: 0.0311175 | Time: 1663.84 ms [2021-09-30 03:30:57 main:581] : INFO : Epoch 1832 | loss: 0.0310869 | val_loss: 0.0311208 | Time: 1654.54 ms [2021-09-30 03:30:58 main:581] : INFO : Epoch 1833 | loss: 0.0310848 | val_loss: 0.0311222 | Time: 1633.9 ms [2021-09-30 03:31:00 main:581] : INFO : Epoch 1834 | loss: 0.0310857 | val_loss: 0.0311224 | Time: 1637.6 ms [2021-09-30 03:31:02 main:581] : INFO : Epoch 1835 | loss: 0.0310873 | val_loss: 0.0311221 | Time: 1644.1 ms [2021-09-30 03:31:03 main:581] : INFO : Epoch 1836 | loss: 0.0310985 | val_loss: 0.0311332 | Time: 1645.42 ms [2021-09-30 03:31:05 main:581] : INFO : Epoch 1837 | loss: 0.0311038 | val_loss: 0.0311348 | Time: 1635.15 ms [2021-09-30 03:31:07 main:581] : INFO : Epoch 1838 | loss: 0.0310994 | val_loss: 0.0311267 | Time: 1640.13 ms [2021-09-30 03:31:08 main:581] : INFO : Epoch 1839 | loss: 0.0310931 | val_loss: 0.0311224 | Time: 1630.82 ms [2021-09-30 03:31:10 main:581] : INFO : Epoch 1840 | loss: 0.0310899 | val_loss: 0.0311202 | Time: 1659.87 ms [2021-09-30 03:31:12 main:581] : INFO : Epoch 1841 | loss: 0.0310875 | val_loss: 0.0311242 | Time: 1640.34 ms [2021-09-30 03:31:13 main:581] : INFO : Epoch 1842 | loss: 0.0310866 | val_loss: 0.0311258 | Time: 1678.05 ms [2021-09-30 03:31:15 main:581] : INFO : Epoch 1843 | loss: 0.0310851 | val_loss: 0.0311173 | Time: 1662.75 ms [2021-09-30 03:31:17 main:581] : INFO : Epoch 1844 | loss: 0.0310817 | val_loss: 0.0311199 | Time: 1653.56 ms [2021-09-30 03:31:18 main:581] : INFO : Epoch 1845 | loss: 0.0310854 | val_loss: 0.0311188 | Time: 1679.4 ms [2021-09-30 03:31:20 main:581] : INFO : Epoch 1846 | loss: 0.0310879 | val_loss: 0.0311292 | Time: 1672.99 ms [2021-09-30 03:31:22 main:581] : INFO : Epoch 1847 | loss: 0.0310885 | val_loss: 0.0311266 | Time: 1652.89 ms [2021-09-30 03:31:23 main:581] : INFO : Epoch 1848 | loss: 0.0310892 | val_loss: 0.0311166 | Time: 1662.96 ms [2021-09-30 03:31:25 main:581] : INFO : Epoch 1849 | loss: 0.0310875 | val_loss: 0.0311195 | Time: 1677.43 ms [2021-09-30 03:31:27 main:581] : INFO : Epoch 1850 | loss: 0.0310851 | val_loss: 0.0311219 | Time: 1678.2 ms [2021-09-30 03:31:28 main:581] : INFO : Epoch 1851 | loss: 0.0310915 | val_loss: 0.0311201 | Time: 1685.29 ms [2021-09-30 03:31:30 main:581] : INFO : Epoch 1852 | loss: 0.0310897 | val_loss: 0.0311197 | Time: 1672.29 ms [2021-09-30 03:31:32 main:581] : INFO : Epoch 1853 | loss: 0.0310878 | val_loss: 0.0311225 | Time: 1681.83 ms [2021-09-30 03:31:33 main:581] : INFO : Epoch 1854 | loss: 0.0310884 | val_loss: 0.0311297 | Time: 1683.11 ms [2021-09-30 03:31:35 main:581] : INFO : Epoch 1855 | loss: 0.031088 | val_loss: 0.0311239 | Time: 1652.9 ms [2021-09-30 03:31:37 main:581] : INFO : Epoch 1856 | loss: 0.0310897 | val_loss: 0.0311248 | Time: 1667.95 ms [2021-09-30 03:31:38 main:581] : INFO : Epoch 1857 | loss: 0.0310882 | val_loss: 0.0311278 | Time: 1682.05 ms [2021-09-30 03:31:40 main:581] : INFO : Epoch 1858 | loss: 0.0310862 | val_loss: 0.0311198 | Time: 1675.42 ms [2021-09-30 03:31:42 main:581] : INFO : Epoch 1859 | loss: 0.0310819 | val_loss: 0.0311207 | Time: 1672.38 ms [2021-09-30 03:31:43 main:581] : INFO : Epoch 1860 | loss: 0.0310849 | val_loss: 0.0311305 | Time: 1659.39 ms [2021-09-30 03:31:45 main:581] : INFO : Epoch 1861 | loss: 0.0310914 | val_loss: 0.031125 | Time: 1647.51 ms [2021-09-30 03:31:47 main:581] : INFO : Epoch 1862 | loss: 0.0310923 | val_loss: 0.0311306 | Time: 1637.1 ms [2021-09-30 03:31:48 main:581] : INFO : Epoch 1863 | loss: 0.0310898 | val_loss: 0.0311312 | Time: 1644.02 ms [2021-09-30 03:31:50 main:581] : INFO : Epoch 1864 | loss: 0.0310885 | val_loss: 0.0311317 | Time: 1656.3 ms [2021-09-30 03:31:52 main:581] : INFO : Epoch 1865 | loss: 0.0310894 | val_loss: 0.0311247 | Time: 1665.85 ms [2021-09-30 03:31:53 main:581] : INFO : Epoch 1866 | loss: 0.0310898 | val_loss: 0.0311336 | Time: 1636.13 ms [2021-09-30 03:31:55 main:581] : INFO : Epoch 1867 | loss: 0.0310878 | val_loss: 0.0311268 | Time: 1657.88 ms [2021-09-30 03:31:56 main:581] : INFO : Epoch 1868 | loss: 0.0310871 | val_loss: 0.0311277 | Time: 1642.07 ms [2021-09-30 03:31:58 main:581] : INFO : Epoch 1869 | loss: 0.031086 | val_loss: 0.0311274 | Time: 1638.47 ms [2021-09-30 03:32:00 main:581] : INFO : Epoch 1870 | loss: 0.0310845 | val_loss: 0.0311213 | Time: 1635.01 ms [2021-09-30 03:32:01 main:581] : INFO : Epoch 1871 | loss: 0.0310846 | val_loss: 0.0311262 | Time: 1620.16 ms [2021-09-30 03:32:03 main:581] : INFO : Epoch 1872 | loss: 0.0310837 | val_loss: 0.0311338 | Time: 1632.42 ms [2021-09-30 03:32:05 main:581] : INFO : Epoch 1873 | loss: 0.03109 | val_loss: 0.0311415 | Time: 1613.6 ms [2021-09-30 03:32:06 main:581] : INFO : Epoch 1874 | loss: 0.0310878 | val_loss: 0.0311207 | Time: 1639.14 ms [2021-09-30 03:32:08 main:581] : INFO : Epoch 1875 | loss: 0.0310836 | val_loss: 0.0311207 | Time: 1642.8 ms [2021-09-30 03:32:10 main:581] : INFO : Epoch 1876 | loss: 0.0310823 | val_loss: 0.0311256 | Time: 1649.54 ms [2021-09-30 03:32:11 main:581] : INFO : Epoch 1877 | loss: 0.0310807 | val_loss: 0.0311203 | Time: 1653.06 ms [2021-09-30 03:32:13 main:581] : INFO : Epoch 1878 | loss: 0.0310779 | val_loss: 0.0311218 | Time: 1625.25 ms [2021-09-30 03:32:14 main:581] : INFO : Epoch 1879 | loss: 0.0310767 | val_loss: 0.0311261 | Time: 1648.71 ms [2021-09-30 03:32:16 main:581] : INFO : Epoch 1880 | loss: 0.031076 | val_loss: 0.0311185 | Time: 1638.24 ms [2021-09-30 03:32:18 main:581] : INFO : Epoch 1881 | loss: 0.0310773 | val_loss: 0.0311156 | Time: 1630.62 ms [2021-09-30 03:32:19 main:581] : INFO : Epoch 1882 | loss: 0.0310802 | val_loss: 0.0311242 | Time: 1645.89 ms [2021-09-30 03:32:21 main:581] : INFO : Epoch 1883 | loss: 0.0310797 | val_loss: 0.0311176 | Time: 1651.84 ms [2021-09-30 03:32:23 main:581] : INFO : Epoch 1884 | loss: 0.0310835 | val_loss: 0.0311243 | Time: 1638.77 ms [2021-09-30 03:32:24 main:581] : INFO : Epoch 1885 | loss: 0.0310894 | val_loss: 0.0311258 | Time: 1653.38 ms [2021-09-30 03:32:26 main:581] : INFO : Epoch 1886 | loss: 0.0310908 | val_loss: 0.0311326 | Time: 1664.75 ms [2021-09-30 03:32:28 main:581] : INFO : Epoch 1887 | loss: 0.0311082 | val_loss: 0.0311296 | Time: 1660.74 ms [2021-09-30 03:32:29 main:581] : INFO : Epoch 1888 | loss: 0.0311202 | val_loss: 0.0311362 | Time: 1669.14 ms [2021-09-30 03:32:31 main:581] : INFO : Epoch 1889 | loss: 0.0311155 | val_loss: 0.0311189 | Time: 1684.23 ms [2021-09-30 03:32:33 main:581] : INFO : Epoch 1890 | loss: 0.0311038 | val_loss: 0.0311214 | Time: 1683.57 ms [2021-09-30 03:32:34 main:581] : INFO : Epoch 1891 | loss: 0.031097 | val_loss: 0.0311218 | Time: 1686.23 ms [2021-09-30 03:32:36 main:581] : INFO : Epoch 1892 | loss: 0.0310908 | val_loss: 0.0311154 | Time: 1654.15 ms [2021-09-30 03:32:38 main:581] : INFO : Epoch 1893 | loss: 0.0310864 | val_loss: 0.0311182 | Time: 1662.12 ms [2021-09-30 03:32:39 main:581] : INFO : Epoch 1894 | loss: 0.0310862 | val_loss: 0.0311182 | Time: 1633.66 ms [2021-09-30 03:32:41 main:581] : INFO : Epoch 1895 | loss: 0.0310853 | val_loss: 0.0311202 | Time: 1658.24 ms [2021-09-30 03:32:43 main:581] : INFO : Epoch 1896 | loss: 0.0310835 | val_loss: 0.0311173 | Time: 1641.49 ms [2021-09-30 03:32:44 main:581] : INFO : Epoch 1897 | loss: 0.0310809 | val_loss: 0.0311134 | Time: 1671.09 ms [2021-09-30 03:32:46 main:581] : INFO : Epoch 1898 | loss: 0.0310813 | val_loss: 0.0311266 | Time: 1655.22 ms [2021-09-30 03:32:48 main:581] : INFO : Epoch 1899 | loss: 0.0310826 | val_loss: 0.0311202 | Time: 1664.97 ms [2021-09-30 03:32:49 main:581] : INFO : Epoch 1900 | loss: 0.0310802 | val_loss: 0.0311232 | Time: 1669.05 ms [2021-09-30 03:32:51 main:581] : INFO : Epoch 1901 | loss: 0.0310831 | val_loss: 0.0311176 | Time: 1660.91 ms [2021-09-30 03:32:53 main:581] : INFO : Epoch 1902 | loss: 0.0310925 | val_loss: 0.0311223 | Time: 1662.47 ms [2021-09-30 03:32:54 main:581] : INFO : Epoch 1903 | loss: 0.0310986 | val_loss: 0.0311225 | Time: 1647.24 ms [2021-09-30 03:32:56 main:581] : INFO : Epoch 1904 | loss: 0.0310968 | val_loss: 0.031123 | Time: 1663.65 ms [2021-09-30 03:32:58 main:581] : INFO : Epoch 1905 | loss: 0.0310877 | val_loss: 0.0311155 | Time: 1678.97 ms [2021-09-30 03:32:59 main:581] : INFO : Epoch 1906 | loss: 0.0310845 | val_loss: 0.0311228 | Time: 1661.17 ms [2021-09-30 03:33:01 main:581] : INFO : Epoch 1907 | loss: 0.0310837 | val_loss: 0.0311184 | Time: 1665.41 ms [2021-09-30 03:33:03 main:581] : INFO : Epoch 1908 | loss: 0.0310789 | val_loss: 0.0311207 | Time: 1658.1 ms [2021-09-30 03:33:04 main:581] : INFO : Epoch 1909 | loss: 0.0310808 | val_loss: 0.0311137 | Time: 1671.27 ms [2021-09-30 03:33:06 main:581] : INFO : Epoch 1910 | loss: 0.0310823 | val_loss: 0.031123 | Time: 1698.94 ms [2021-09-30 03:33:08 main:581] : INFO : Epoch 1911 | loss: 0.0310826 | val_loss: 0.0311216 | Time: 1690.76 ms [2021-09-30 03:33:09 main:581] : INFO : Epoch 1912 | loss: 0.0310834 | val_loss: 0.0311363 | Time: 1675.14 ms [2021-09-30 03:33:11 main:581] : INFO : Epoch 1913 | loss: 0.031093 | val_loss: 0.0311323 | Time: 1678.98 ms [2021-09-30 03:33:13 main:581] : INFO : Epoch 1914 | loss: 0.0310844 | val_loss: 0.0311165 | Time: 1680.41 ms [2021-09-30 03:33:14 main:581] : INFO : Epoch 1915 | loss: 0.031082 | val_loss: 0.031125 | Time: 1663.27 ms [2021-09-30 03:33:16 main:581] : INFO : Epoch 1916 | loss: 0.0310828 | val_loss: 0.0311185 | Time: 1642.11 ms [2021-09-30 03:33:18 main:581] : INFO : Epoch 1917 | loss: 0.0310794 | val_loss: 0.0311172 | Time: 1635.04 ms [2021-09-30 03:33:19 main:581] : INFO : Epoch 1918 | loss: 0.0310801 | val_loss: 0.0311154 | Time: 1633.58 ms [2021-09-30 03:33:21 main:581] : INFO : Epoch 1919 | loss: 0.0310805 | val_loss: 0.0311243 | Time: 1632.89 ms [2021-09-30 03:33:23 main:581] : INFO : Epoch 1920 | loss: 0.03108 | val_loss: 0.0311251 | Time: 1635.97 ms [2021-09-30 03:33:24 main:581] : INFO : Epoch 1921 | loss: 0.0310788 | val_loss: 0.0311209 | Time: 1627.68 ms [2021-09-30 03:33:26 main:581] : INFO : Epoch 1922 | loss: 0.0310804 | val_loss: 0.0311156 | Time: 1612.48 ms [2021-09-30 03:33:27 main:581] : INFO : Epoch 1923 | loss: 0.0310745 | val_loss: 0.0311191 | Time: 1589.22 ms [2021-09-30 03:33:29 main:581] : INFO : Epoch 1924 | loss: 0.0310802 | val_loss: 0.031125 | Time: 1562.83 ms [2021-09-30 03:33:30 main:581] : INFO : Epoch 1925 | loss: 0.0310816 | val_loss: 0.0311189 | Time: 1550.46 ms [2021-09-30 03:33:32 main:581] : INFO : Epoch 1926 | loss: 0.0310781 | val_loss: 0.0311123 | Time: 1658.41 ms [2021-09-30 03:33:34 main:581] : INFO : Epoch 1927 | loss: 0.0310768 | val_loss: 0.0311123 | Time: 1665.16 ms [2021-09-30 03:33:35 main:581] : INFO : Epoch 1928 | loss: 0.0310748 | val_loss: 0.0311145 | Time: 1670.31 ms [2021-09-30 03:33:37 main:581] : INFO : Epoch 1929 | loss: 0.0310768 | val_loss: 0.0311149 | Time: 1666.59 ms [2021-09-30 03:33:39 main:581] : INFO : Epoch 1930 | loss: 0.031076 | val_loss: 0.0311211 | Time: 1644.45 ms [2021-09-30 03:33:40 main:581] : INFO : Epoch 1931 | loss: 0.0310749 | val_loss: 0.0311184 | Time: 1661.02 ms [2021-09-30 03:33:42 main:581] : INFO : Epoch 1932 | loss: 0.0310771 | val_loss: 0.031113 | Time: 1650.66 ms [2021-09-30 03:33:44 main:581] : INFO : Epoch 1933 | loss: 0.0310798 | val_loss: 0.0311171 | Time: 1656.38 ms [2021-09-30 03:33:45 main:581] : INFO : Epoch 1934 | loss: 0.0310745 | val_loss: 0.0311145 | Time: 1663.46 ms [2021-09-30 03:33:47 main:581] : INFO : Epoch 1935 | loss: 0.0310715 | val_loss: 0.0311108 | Time: 1658.7 ms [2021-09-30 03:33:49 main:581] : INFO : Epoch 1936 | loss: 0.0310711 | val_loss: 0.0311166 | Time: 1646.98 ms [2021-09-30 03:33:50 main:581] : INFO : Epoch 1937 | loss: 0.0310747 | val_loss: 0.0311125 | Time: 1662.5 ms [2021-09-30 03:33:52 main:581] : INFO : Epoch 1938 | loss: 0.0310709 | val_loss: 0.0311244 | Time: 1653.98 ms [2021-09-30 03:33:54 main:581] : INFO : Epoch 1939 | loss: 0.0310765 | val_loss: 0.031118 | Time: 1564.08 ms [2021-09-30 03:33:55 main:581] : INFO : Epoch 1940 | loss: 0.0310831 | val_loss: 0.0311151 | Time: 1564.55 ms [2021-09-30 03:33:57 main:581] : INFO : Epoch 1941 | loss: 0.0310878 | val_loss: 0.0311095 | Time: 1577.29 ms [2021-09-30 03:33:58 main:581] : INFO : Epoch 1942 | loss: 0.0310819 | val_loss: 0.0311115 | Time: 1573.94 ms [2021-09-30 03:34:00 main:581] : INFO : Epoch 1943 | loss: 0.031081 | val_loss: 0.0311253 | Time: 1555.52 ms [2021-09-30 03:34:01 main:581] : INFO : Epoch 1944 | loss: 0.0310852 | val_loss: 0.0311139 | Time: 1560.79 ms [2021-09-30 03:34:03 main:581] : INFO : Epoch 1945 | loss: 0.0310772 | val_loss: 0.0311123 | Time: 1564.2 ms [2021-09-30 03:34:05 main:581] : INFO : Epoch 1946 | loss: 0.0310747 | val_loss: 0.031113 | Time: 1577.12 ms [2021-09-30 03:34:06 main:581] : INFO : Epoch 1947 | loss: 0.0310742 | val_loss: 0.0311129 | Time: 1567.05 ms [2021-09-30 03:34:08 main:581] : INFO : Epoch 1948 | loss: 0.0310762 | val_loss: 0.03111 | Time: 1550.51 ms [2021-09-30 03:34:09 main:581] : INFO : Epoch 1949 | loss: 0.0310766 | val_loss: 0.0311111 | Time: 1566.47 ms [2021-09-30 03:34:11 main:581] : INFO : Epoch 1950 | loss: 0.03108 | val_loss: 0.0311172 | Time: 1593.28 ms [2021-09-30 03:34:12 main:581] : INFO : Epoch 1951 | loss: 0.0310756 | val_loss: 0.0311114 | Time: 1558.39 ms [2021-09-30 03:34:14 main:581] : INFO : Epoch 1952 | loss: 0.0310777 | val_loss: 0.0311117 | Time: 1573.78 ms [2021-09-30 03:34:16 main:581] : INFO : Epoch 1953 | loss: 0.0310738 | val_loss: 0.0311141 | Time: 1588.31 ms [2021-09-30 03:34:17 main:581] : INFO : Epoch 1954 | loss: 0.0310786 | val_loss: 0.0311131 | Time: 1566.46 ms [2021-09-30 03:34:19 main:581] : INFO : Epoch 1955 | loss: 0.0310835 | val_loss: 0.0311122 | Time: 1567.81 ms [2021-09-30 03:34:20 main:581] : INFO : Epoch 1956 | loss: 0.0310814 | val_loss: 0.0311163 | Time: 1568.71 ms [2021-09-30 03:34:22 main:581] : INFO : Epoch 1957 | loss: 0.031079 | val_loss: 0.0311093 | Time: 1569.78 ms [2021-09-30 03:34:23 main:581] : INFO : Epoch 1958 | loss: 0.0310803 | val_loss: 0.0311198 | Time: 1576.53 ms [2021-09-30 03:34:25 main:581] : INFO : Epoch 1959 | loss: 0.0310973 | val_loss: 0.0311135 | Time: 1561.88 ms [2021-09-30 03:34:27 main:581] : INFO : Epoch 1960 | loss: 0.0310955 | val_loss: 0.0311107 | Time: 1568.71 ms [2021-09-30 03:34:28 main:581] : INFO : Epoch 1961 | loss: 0.0310873 | val_loss: 0.0311074 | Time: 1563.8 ms [2021-09-30 03:34:30 main:581] : INFO : Epoch 1962 | loss: 0.0310841 | val_loss: 0.0311065 | Time: 1570.9 ms [2021-09-30 03:34:31 main:581] : INFO : Epoch 1963 | loss: 0.0310812 | val_loss: 0.0311106 | Time: 1559.69 ms [2021-09-30 03:34:33 main:581] : INFO : Epoch 1964 | loss: 0.0310809 | val_loss: 0.0311093 | Time: 1570.76 ms [2021-09-30 03:34:34 main:581] : INFO : Epoch 1965 | loss: 0.0310831 | val_loss: 0.03111 | Time: 1566.79 ms [2021-09-30 03:34:36 main:581] : INFO : Epoch 1966 | loss: 0.0310816 | val_loss: 0.0311097 | Time: 1564.86 ms [2021-09-30 03:34:38 main:581] : INFO : Epoch 1967 | loss: 0.0310774 | val_loss: 0.0311114 | Time: 1568.71 ms [2021-09-30 03:34:39 main:581] : INFO : Epoch 1968 | loss: 0.0310811 | val_loss: 0.0311155 | Time: 1564.88 ms [2021-09-30 03:34:41 main:581] : INFO : Epoch 1969 | loss: 0.0310813 | val_loss: 0.0311103 | Time: 1580.55 ms [2021-09-30 03:34:42 main:581] : INFO : Epoch 1970 | loss: 0.0310776 | val_loss: 0.0311139 | Time: 1554.78 ms [2021-09-30 03:34:44 main:581] : INFO : Epoch 1971 | loss: 0.031078 | val_loss: 0.0311127 | Time: 1588.05 ms [2021-09-30 03:34:45 main:581] : INFO : Epoch 1972 | loss: 0.0310768 | val_loss: 0.0311091 | Time: 1563.67 ms [2021-09-30 03:34:47 main:581] : INFO : Epoch 1973 | loss: 0.0310761 | val_loss: 0.0311118 | Time: 1577.99 ms [2021-09-30 03:34:49 main:581] : INFO : Epoch 1974 | loss: 0.0310864 | val_loss: 0.0311145 | Time: 1582.63 ms [2021-09-30 03:34:50 main:581] : INFO : Epoch 1975 | loss: 0.0310914 | val_loss: 0.0311124 | Time: 1570.38 ms [2021-09-30 03:34:52 main:581] : INFO : Epoch 1976 | loss: 0.0310898 | val_loss: 0.0311118 | Time: 1571.5 ms [2021-09-30 03:34:53 main:581] : INFO : Epoch 1977 | loss: 0.0310832 | val_loss: 0.0311082 | Time: 1568.88 ms [2021-09-30 03:34:55 main:581] : INFO : Epoch 1978 | loss: 0.0310848 | val_loss: 0.0311089 | Time: 1572.25 ms [2021-09-30 03:34:56 main:581] : INFO : Epoch 1979 | loss: 0.0310818 | val_loss: 0.0311062 | Time: 1578.56 ms [2021-09-30 03:34:58 main:581] : INFO : Epoch 1980 | loss: 0.0310822 | val_loss: 0.0311089 | Time: 1569.65 ms [2021-09-30 03:35:00 main:581] : INFO : Epoch 1981 | loss: 0.0310779 | val_loss: 0.031106 | Time: 1566.52 ms [2021-09-30 03:35:01 main:581] : INFO : Epoch 1982 | loss: 0.0310781 | val_loss: 0.0311088 | Time: 1566.14 ms [2021-09-30 03:35:03 main:581] : INFO : Epoch 1983 | loss: 0.0310734 | val_loss: 0.0311059 | Time: 1596.83 ms [2021-09-30 03:35:04 main:581] : INFO : Epoch 1984 | loss: 0.0310722 | val_loss: 0.0311008 | Time: 1621.41 ms [2021-09-30 03:35:06 main:581] : INFO : Epoch 1985 | loss: 0.0310709 | val_loss: 0.0311087 | Time: 1624.62 ms [2021-09-30 03:35:08 main:581] : INFO : Epoch 1986 | loss: 0.0310717 | val_loss: 0.0311086 | Time: 1661.01 ms [2021-09-30 03:35:09 main:581] : INFO : Epoch 1987 | loss: 0.0310709 | val_loss: 0.0311037 | Time: 1634 ms [2021-09-30 03:35:11 main:581] : INFO : Epoch 1988 | loss: 0.0310688 | val_loss: 0.0311046 | Time: 1621.36 ms [2021-09-30 03:35:12 main:581] : INFO : Epoch 1989 | loss: 0.0310725 | val_loss: 0.0311011 | Time: 1610.54 ms [2021-09-30 03:35:14 main:581] : INFO : Epoch 1990 | loss: 0.0310687 | val_loss: 0.0311028 | Time: 1613.12 ms [2021-09-30 03:35:16 main:581] : INFO : Epoch 1991 | loss: 0.0310684 | val_loss: 0.0311037 | Time: 1610.56 ms [2021-09-30 03:35:17 main:581] : INFO : Epoch 1992 | loss: 0.0310699 | val_loss: 0.0311074 | Time: 1621.12 ms [2021-09-30 03:35:19 main:581] : INFO : Epoch 1993 | loss: 0.0310699 | val_loss: 0.0311042 | Time: 1625.56 ms [2021-09-30 03:35:21 main:581] : INFO : Epoch 1994 | loss: 0.0310681 | val_loss: 0.0311046 | Time: 1631.22 ms [2021-09-30 03:35:22 main:581] : INFO : Epoch 1995 | loss: 0.0310666 | val_loss: 0.0311064 | Time: 1599.51 ms [2021-09-30 03:35:24 main:581] : INFO : Epoch 1996 | loss: 0.0310659 | val_loss: 0.0311087 | Time: 1602.53 ms [2021-09-30 03:35:25 main:581] : INFO : Epoch 1997 | loss: 0.0310741 | val_loss: 0.0311107 | Time: 1606.82 ms [2021-09-30 03:35:27 main:581] : INFO : Epoch 1998 | loss: 0.0310792 | val_loss: 0.0311121 | Time: 1625.79 ms [2021-09-30 03:35:29 main:581] : INFO : Epoch 1999 | loss: 0.0310869 | val_loss: 0.0311114 | Time: 1664.2 ms [2021-09-30 03:35:30 main:581] : INFO : Epoch 2000 | loss: 0.0310845 | val_loss: 0.0311113 | Time: 1663.82 ms [2021-09-30 03:35:32 main:581] : INFO : Epoch 2001 | loss: 0.0310814 | val_loss: 0.031107 | Time: 1639.31 ms [2021-09-30 03:35:34 main:581] : INFO : Epoch 2002 | loss: 0.0310783 | val_loss: 0.0311137 | Time: 1665.51 ms [2021-09-30 03:35:35 main:581] : INFO : Epoch 2003 | loss: 0.0310825 | val_loss: 0.0311106 | Time: 1670.71 ms [2021-09-30 03:35:37 main:581] : INFO : Epoch 2004 | loss: 0.0310815 | val_loss: 0.0311171 | Time: 1653.5 ms [2021-09-30 03:35:39 main:581] : INFO : Epoch 2005 | loss: 0.0310853 | val_loss: 0.0311205 | Time: 1671.97 ms [2021-09-30 03:35:40 main:581] : INFO : Epoch 2006 | loss: 0.0310878 | val_loss: 0.0311187 | Time: 1644.96 ms [2021-09-30 03:35:42 main:581] : INFO : Epoch 2007 | loss: 0.0310885 | val_loss: 0.0311235 | Time: 1654.52 ms [2021-09-30 03:35:44 main:581] : INFO : Epoch 2008 | loss: 0.0310821 | val_loss: 0.0311114 | Time: 1661 ms [2021-09-30 03:35:45 main:581] : INFO : Epoch 2009 | loss: 0.0310807 | val_loss: 0.0311159 | Time: 1669.43 ms [2021-09-30 03:35:47 main:581] : INFO : Epoch 2010 | loss: 0.0310774 | val_loss: 0.0311152 | Time: 1683.64 ms [2021-09-30 03:35:49 main:581] : INFO : Epoch 2011 | loss: 0.0310836 | val_loss: 0.0311173 | Time: 1685.17 ms [2021-09-30 03:35:50 main:581] : INFO : Epoch 2012 | loss: 0.0310823 | val_loss: 0.0311153 | Time: 1679.76 ms [2021-09-30 03:35:52 main:581] : INFO : Epoch 2013 | loss: 0.0310783 | val_loss: 0.0311164 | Time: 1671.56 ms [2021-09-30 03:35:54 main:581] : INFO : Epoch 2014 | loss: 0.0310719 | val_loss: 0.0311115 | Time: 1672.06 ms [2021-09-30 03:35:55 main:581] : INFO : Epoch 2015 | loss: 0.0310721 | val_loss: 0.0311025 | Time: 1681.66 ms [2021-09-30 03:35:57 main:581] : INFO : Epoch 2016 | loss: 0.0310812 | val_loss: 0.0311304 | Time: 1673.04 ms [2021-09-30 03:35:59 main:581] : INFO : Epoch 2017 | loss: 0.0310974 | val_loss: 0.0311218 | Time: 1674.09 ms [2021-09-30 03:36:00 main:581] : INFO : Epoch 2018 | loss: 0.031091 | val_loss: 0.0311145 | Time: 1631.99 ms [2021-09-30 03:36:02 main:581] : INFO : Epoch 2019 | loss: 0.0310866 | val_loss: 0.0311122 | Time: 1674.23 ms [2021-09-30 03:36:04 main:581] : INFO : Epoch 2020 | loss: 0.0310856 | val_loss: 0.0311171 | Time: 1663.29 ms [2021-09-30 03:36:05 main:581] : INFO : Epoch 2021 | loss: 0.0310899 | val_loss: 0.0311159 | Time: 1658.78 ms [2021-09-30 03:36:07 main:581] : INFO : Epoch 2022 | loss: 0.0310845 | val_loss: 0.0311083 | Time: 1656.74 ms [2021-09-30 03:36:09 main:581] : INFO : Epoch 2023 | loss: 0.0310808 | val_loss: 0.0311073 | Time: 1626.86 ms [2021-09-30 03:36:10 main:581] : INFO : Epoch 2024 | loss: 0.0310825 | val_loss: 0.0311143 | Time: 1642.35 ms [2021-09-30 03:36:12 main:581] : INFO : Epoch 2025 | loss: 0.0310807 | val_loss: 0.0311098 | Time: 1648.24 ms [2021-09-30 03:36:14 main:581] : INFO : Epoch 2026 | loss: 0.0310778 | val_loss: 0.0311112 | Time: 1651.12 ms [2021-09-30 03:36:15 main:581] : INFO : Epoch 2027 | loss: 0.0310769 | val_loss: 0.0311133 | Time: 1664.4 ms [2021-09-30 03:36:17 main:581] : INFO : Epoch 2028 | loss: 0.0310783 | val_loss: 0.0311133 | Time: 1656.52 ms [2021-09-30 03:36:19 main:581] : INFO : Epoch 2029 | loss: 0.031076 | val_loss: 0.0311112 | Time: 1671.86 ms [2021-09-30 03:36:20 main:581] : INFO : Epoch 2030 | loss: 0.0310792 | val_loss: 0.0311073 | Time: 1663.77 ms [2021-09-30 03:36:22 main:581] : INFO : Epoch 2031 | loss: 0.0310784 | val_loss: 0.0311044 | Time: 1672.11 ms [2021-09-30 03:36:24 main:581] : INFO : Epoch 2032 | loss: 0.0310755 | val_loss: 0.0311075 | Time: 1668.66 ms [2021-09-30 03:36:25 main:581] : INFO : Epoch 2033 | loss: 0.0310742 | val_loss: 0.0311109 | Time: 1674.53 ms [2021-09-30 03:36:27 main:581] : INFO : Epoch 2034 | loss: 0.0310723 | val_loss: 0.0311066 | Time: 1674.68 ms [2021-09-30 03:36:29 main:581] : INFO : Epoch 2035 | loss: 0.03107 | val_loss: 0.0311096 | Time: 1681.44 ms [2021-09-30 03:36:30 main:581] : INFO : Epoch 2036 | loss: 0.0310674 | val_loss: 0.031105 | Time: 1674.11 ms [2021-09-30 03:36:32 main:581] : INFO : Epoch 2037 | loss: 0.0310707 | val_loss: 0.0311154 | Time: 1658.25 ms [2021-09-30 03:36:34 main:581] : INFO : Epoch 2038 | loss: 0.0310765 | val_loss: 0.0311124 | Time: 1662.77 ms [2021-09-30 03:36:35 main:581] : INFO : Epoch 2039 | loss: 0.0310799 | val_loss: 0.031111 | Time: 1669 ms [2021-09-30 03:36:37 main:581] : INFO : Epoch 2040 | loss: 0.0310821 | val_loss: 0.031116 | Time: 1647.31 ms [2021-09-30 03:36:39 main:581] : INFO : Epoch 2041 | loss: 0.0310772 | val_loss: 0.0311079 | Time: 1656.2 ms [2021-09-30 03:36:40 main:581] : INFO : Epoch 2042 | loss: 0.0310717 | val_loss: 0.031108 | Time: 1652.59 ms [2021-09-30 03:36:42 main:581] : INFO : Epoch 2043 | loss: 0.0310725 | val_loss: 0.0311091 | Time: 1662.12 ms [2021-09-30 03:36:44 main:581] : INFO : Epoch 2044 | loss: 0.0310733 | val_loss: 0.0311176 | Time: 1662.57 ms [2021-09-30 03:36:45 main:581] : INFO : Epoch 2045 | loss: 0.0311079 | val_loss: 0.0311288 | Time: 1655.79 ms [2021-09-30 03:36:47 main:581] : INFO : Epoch 2046 | loss: 0.0311 | val_loss: 0.0311171 | Time: 1669.98 ms [2021-09-30 03:36:48 main:581] : INFO : Epoch 2047 | loss: 0.031099 | val_loss: 0.0311272 | Time: 1656.98 ms [2021-09-30 03:36:50 main:581] : INFO : Epoch 2048 | loss: 0.0310968 | val_loss: 0.0311221 | Time: 1664.97 ms [2021-09-30 03:36:50 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311221 [2021-09-30 03:36:50 main:610] : INFO : Saving end state to config to file [2021-09-30 03:36:50 main:615] : INFO : Success, exiting.. 03:36:50 (724177): 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)