Task 7364673
| Name | ParityModified-1631728369-7231-0_0 |
| Workunit | 5040820 |
| Created | 15 Sep 2021, 17:52:53 UTC |
| Sent | 16 Sep 2021, 15:48:54 UTC |
| Report deadline | 24 Sep 2021, 15:48:54 UTC |
| Received | 16 Sep 2021, 17:14:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6650 |
| Run time | 56 min 43 sec |
| CPU time | 51 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309967 | val_loss: 0.0313241 | Time: 1494.85 ms
[2021-09-16 12:56:53 main:574] : INFO : Epoch 1543 | loss: 0.0309891 | val_loss: 0.031316 | Time: 1565.21 ms
[2021-09-16 12:56:54 main:574] : INFO : Epoch 1544 | loss: 0.0309815 | val_loss: 0.0313107 | Time: 1530.73 ms
[2021-09-16 12:56:56 main:574] : INFO : Epoch 1545 | loss: 0.0309864 | val_loss: 0.0313323 | Time: 1539.94 ms
[2021-09-16 12:56:57 main:574] : INFO : Epoch 1546 | loss: 0.0309908 | val_loss: 0.0313249 | Time: 1529.11 ms
[2021-09-16 12:56:59 main:574] : INFO : Epoch 1547 | loss: 0.0309877 | val_loss: 0.0313236 | Time: 1493.32 ms
[2021-09-16 12:57:01 main:574] : INFO : Epoch 1548 | loss: 0.0309823 | val_loss: 0.0313121 | Time: 1488.09 ms
[2021-09-16 12:57:02 main:574] : INFO : Epoch 1549 | loss: 0.0309859 | val_loss: 0.0313239 | Time: 1504.77 ms
[2021-09-16 12:57:04 main:574] : INFO : Epoch 1550 | loss: 0.0309872 | val_loss: 0.0313529 | Time: 1536.99 ms
[2021-09-16 12:57:06 main:574] : INFO : Epoch 1551 | loss: 0.0309878 | val_loss: 0.0313172 | Time: 1548.4 ms
[2021-09-16 12:57:07 main:574] : INFO : Epoch 1552 | loss: 0.0309901 | val_loss: 0.0313242 | Time: 1516.07 ms
[2021-09-16 12:57:09 main:574] : INFO : Epoch 1553 | loss: 0.0309888 | val_loss: 0.031318 | Time: 1465.59 ms
[2021-09-16 12:57:10 main:574] : INFO : Epoch 1554 | loss: 0.0309876 | val_loss: 0.0313303 | Time: 1496.35 ms
[2021-09-16 12:57:12 main:574] : INFO : Epoch 1555 | loss: 0.0309887 | val_loss: 0.0313077 | Time: 1518.09 ms
[2021-09-16 12:57:14 main:574] : INFO : Epoch 1556 | loss: 0.0309899 | val_loss: 0.0313158 | Time: 1519.02 ms
[2021-09-16 12:57:15 main:574] : INFO : Epoch 1557 | loss: 0.0309852 | val_loss: 0.0313497 | Time: 1506.59 ms
[2021-09-16 12:57:17 main:574] : INFO : Epoch 1558 | loss: 0.0309872 | val_loss: 0.0313407 | Time: 1484.17 ms
[2021-09-16 12:57:18 main:574] : INFO : Epoch 1559 | loss: 0.0309942 | val_loss: 0.0313115 | Time: 1504.58 ms
[2021-09-16 12:57:20 main:574] : INFO : Epoch 1560 | loss: 0.031002 | val_loss: 0.0313245 | Time: 1529.42 ms
[2021-09-16 12:57:22 main:574] : INFO : Epoch 1561 | loss: 0.0309937 | val_loss: 0.0313307 | Time: 1538.71 ms
[2021-09-16 12:57:23 main:574] : INFO : Epoch 1562 | loss: 0.0309892 | val_loss: 0.031338 | Time: 1497.54 ms
[2021-09-16 12:57:25 main:574] : INFO : Epoch 1563 | loss: 0.0309872 | val_loss: 0.0313272 | Time: 1494.34 ms
[2021-09-16 12:57:26 main:574] : INFO : Epoch 1564 | loss: 0.0309848 | val_loss: 0.031328 | Time: 1513.11 ms
[2021-09-16 12:57:28 main:574] : INFO : Epoch 1565 | loss: 0.0309911 | val_loss: 0.0313152 | Time: 1602.74 ms
[2021-09-16 12:57:31 main:574] : INFO : Epoch 1566 | loss: 0.0309932 | val_loss: 0.0313513 | Time: 1494.08 ms
[2021-09-16 12:57:32 main:574] : INFO : Epoch 1567 | loss: 0.030989 | val_loss: 0.0313075 | Time: 1539.73 ms
[2021-09-16 12:57:34 main:574] : INFO : Epoch 1568 | loss: 0.0309819 | val_loss: 0.0313282 | Time: 1573.49 ms
[2021-09-16 12:57:36 main:574] : INFO : Epoch 1569 | loss: 0.0309793 | val_loss: 0.0313219 | Time: 1564.92 ms
[2021-09-16 12:57:37 main:574] : INFO : Epoch 1570 | loss: 0.0309885 | val_loss: 0.0313205 | Time: 1509.96 ms
[2021-09-16 12:57:39 main:574] : INFO : Epoch 1571 | loss: 0.0309768 | val_loss: 0.0313365 | Time: 1457.23 ms
[2021-09-16 12:57:41 main:574] : INFO : Epoch 1572 | loss: 0.0309795 | val_loss: 0.0313038 | Time: 1497.13 ms
[2021-09-16 12:57:42 main:574] : INFO : Epoch 1573 | loss: 0.0309924 | val_loss: 0.0313184 | Time: 1539 ms
[2021-09-16 12:57:44 main:574] : INFO : Epoch 1574 | loss: 0.0309905 | val_loss: 0.0313129 | Time: 1513.2 ms
[2021-09-16 12:57:46 main:574] : INFO : Epoch 1575 | loss: 0.0309932 | val_loss: 0.0313283 | Time: 1533.74 ms
[2021-09-16 12:57:49 main:574] : INFO : Epoch 1576 | loss: 0.0309918 | val_loss: 0.0313133 | Time: 1624.74 ms
[2021-09-16 12:57:50 main:574] : INFO : Epoch 1577 | loss: 0.0309848 | val_loss: 0.0313094 | Time: 1552.55 ms
[2021-09-16 12:57:53 main:574] : INFO : Epoch 1578 | loss: 0.0309928 | val_loss: 0.0313371 | Time: 1498.12 ms
[2021-09-16 12:57:56 main:574] : INFO : Epoch 1579 | loss: 0.0309863 | val_loss: 0.0313421 | Time: 1514.39 ms
[2021-09-16 12:57:58 main:574] : INFO : Epoch 1580 | loss: 0.0309855 | val_loss: 0.0313162 | Time: 1564.42 ms
[2021-09-16 12:57:59 main:574] : INFO : Epoch 1581 | loss: 0.0309966 | val_loss: 0.0312962 | Time: 1481.52 ms
[2021-09-16 12:58:01 main:574] : INFO : Epoch 1582 | loss: 0.0310006 | val_loss: 0.0313577 | Time: 1500.22 ms
[2021-09-16 12:58:03 main:574] : INFO : Epoch 1583 | loss: 0.0309876 | val_loss: 0.0312975 | Time: 1506.13 ms
[2021-09-16 12:58:04 main:574] : INFO : Epoch 1584 | loss: 0.0309866 | val_loss: 0.0313255 | Time: 1533.3 ms
[2021-09-16 12:58:06 main:574] : INFO : Epoch 1585 | loss: 0.030986 | val_loss: 0.0313153 | Time: 1547.82 ms
[2021-09-16 12:58:08 main:574] : INFO : Epoch 1586 | loss: 0.0309892 | val_loss: 0.031343 | Time: 1516.09 ms
[2021-09-16 12:58:09 main:574] : INFO : Epoch 1587 | loss: 0.0309894 | val_loss: 0.0313499 | Time: 1484.66 ms
[2021-09-16 12:58:11 main:574] : INFO : Epoch 1588 | loss: 0.0309873 | val_loss: 0.0313348 | Time: 1498.57 ms
[2021-09-16 12:58:12 main:574] : INFO : Epoch 1589 | loss: 0.0309884 | val_loss: 0.0313023 | Time: 1553.39 ms
[2021-09-16 12:58:14 main:574] : INFO : Epoch 1590 | loss: 0.0309929 | val_loss: 0.0313121 | Time: 1524.13 ms
[2021-09-16 12:58:16 main:574] : INFO : Epoch 1591 | loss: 0.030996 | val_loss: 0.0313085 | Time: 1552 ms
[2021-09-16 12:58:17 main:574] : INFO : Epoch 1592 | loss: 0.0309855 | val_loss: 0.0313256 | Time: 1480.35 ms
[2021-09-16 12:58:19 main:574] : INFO : Epoch 1593 | loss: 0.0309864 | val_loss: 0.0313128 | Time: 1497.72 ms
[2021-09-16 12:58:21 main:574] : INFO : Epoch 1594 | loss: 0.0309816 | val_loss: 0.0313375 | Time: 1532.54 ms
[2021-09-16 12:58:22 main:574] : INFO : Epoch 1595 | loss: 0.0309819 | val_loss: 0.0313545 | Time: 1527.73 ms
[2021-09-16 12:58:24 main:574] : INFO : Epoch 1596 | loss: 0.0309837 | val_loss: 0.0313347 | Time: 1526.23 ms
[2021-09-16 12:58:25 main:574] : INFO : Epoch 1597 | loss: 0.0309831 | val_loss: 0.0313162 | Time: 1483.4 ms
[2021-09-16 12:58:27 main:574] : INFO : Epoch 1598 | loss: 0.0309916 | val_loss: 0.03134 | Time: 1500.58 ms
[2021-09-16 12:58:29 main:574] : INFO : Epoch 1599 | loss: 0.0310064 | val_loss: 0.0312655 | Time: 1563.66 ms
[2021-09-16 12:58:30 main:574] : INFO : Epoch 1600 | loss: 0.0309959 | val_loss: 0.0313149 | Time: 1537.64 ms
[2021-09-16 12:58:32 main:574] : INFO : Epoch 1601 | loss: 0.0309847 | val_loss: 0.0313583 | Time: 1525.3 ms
[2021-09-16 12:58:34 main:574] : INFO : Epoch 1602 | loss: 0.0309906 | val_loss: 0.0313331 | Time: 1466.85 ms
[2021-09-16 12:58:35 main:574] : INFO : Epoch 1603 | loss: 0.0309806 | val_loss: 0.0313192 | Time: 1525 ms
[2021-09-16 12:58:37 main:574] : INFO : Epoch 1604 | loss: 0.0309867 | val_loss: 0.0313465 | Time: 1566.24 ms
[2021-09-16 12:58:39 main:574] : INFO : Epoch 1605 | loss: 0.0309854 | val_loss: 0.0313126 | Time: 1556.08 ms
[2021-09-16 12:58:40 main:574] : INFO : Epoch 1606 | loss: 0.0309821 | val_loss: 0.0313085 | Time: 1528.69 ms
[2021-09-16 12:58:42 main:574] : INFO : Epoch 1607 | loss: 0.0309956 | val_loss: 0.0312972 | Time: 1482.74 ms
[2021-09-16 12:58:43 main:574] : INFO : Epoch 1608 | loss: 0.0309831 | val_loss: 0.0313501 | Time: 1514.52 ms
[2021-09-16 12:58:45 main:574] : INFO : Epoch 1609 | loss: 0.0309833 | val_loss: 0.0313353 | Time: 1513.55 ms
[2021-09-16 12:58:47 main:574] : INFO : Epoch 1610 | loss: 0.0309791 | val_loss: 0.0313291 | Time: 1534.13 ms
[2021-09-16 12:58:48 main:574] : INFO : Epoch 1611 | loss: 0.0309852 | val_loss: 0.0313313 | Time: 1537.69 ms
[2021-09-16 12:58:50 main:574] : INFO : Epoch 1612 | loss: 0.0309843 | val_loss: 0.0313388 | Time: 1477.71 ms
[2021-09-16 12:58:51 main:574] : INFO : Epoch 1613 | loss: 0.030991 | val_loss: 0.0313053 | Time: 1514.53 ms
[2021-09-16 12:58:53 main:574] : INFO : Epoch 1614 | loss: 0.0310008 | val_loss: 0.0313059 | Time: 1552.02 ms
[2021-09-16 12:58:55 main:574] : INFO : Epoch 1615 | loss: 0.0309957 | val_loss: 0.03131 | Time: 1559.89 ms
[2021-09-16 12:58:56 main:574] : INFO : Epoch 1616 | loss: 0.0309896 | val_loss: 0.0313593 | Time: 1502.94 ms
[2021-09-16 12:58:58 main:574] : INFO : Epoch 1617 | loss: 0.0309868 | val_loss: 0.0312842 | Time: 1517.09 ms
[2021-09-16 12:58:59 main:574] : INFO : Epoch 1618 | loss: 0.0309909 | val_loss: 0.0313027 | Time: 1520.76 ms
[2021-09-16 12:59:01 main:574] : INFO : Epoch 1619 | loss: 0.0309862 | val_loss: 0.0313509 | Time: 1536.96 ms
[2021-09-16 12:59:03 main:574] : INFO : Epoch 1620 | loss: 0.030985 | val_loss: 0.0313051 | Time: 1534.2 ms
[2021-09-16 12:59:04 main:574] : INFO : Epoch 1621 | loss: 0.0309788 | val_loss: 0.0313166 | Time: 1490.36 ms
[2021-09-16 12:59:06 main:574] : INFO : Epoch 1622 | loss: 0.0309813 | val_loss: 0.031342 | Time: 1486.11 ms
[2021-09-16 12:59:07 main:574] : INFO : Epoch 1623 | loss: 0.0309958 | val_loss: 0.0313012 | Time: 1535.33 ms
[2021-09-16 12:59:09 main:574] : INFO : Epoch 1624 | loss: 0.0310006 | val_loss: 0.0313799 | Time: 1537.01 ms
[2021-09-16 12:59:11 main:574] : INFO : Epoch 1625 | loss: 0.0309932 | val_loss: 0.0313141 | Time: 1548.85 ms
[2021-09-16 12:59:12 main:574] : INFO : Epoch 1626 | loss: 0.0309881 | val_loss: 0.0313146 | Time: 1487.53 ms
[2021-09-16 12:59:14 main:574] : INFO : Epoch 1627 | loss: 0.0309861 | val_loss: 0.0313262 | Time: 1496.1 ms
[2021-09-16 12:59:15 main:574] : INFO : Epoch 1628 | loss: 0.0309868 | val_loss: 0.0313267 | Time: 1518.21 ms
[2021-09-16 12:59:17 main:574] : INFO : Epoch 1629 | loss: 0.0309836 | val_loss: 0.0313324 | Time: 1541.94 ms
[2021-09-16 12:59:19 main:574] : INFO : Epoch 1630 | loss: 0.0309862 | val_loss: 0.0313295 | Time: 1522.66 ms
[2021-09-16 12:59:20 main:574] : INFO : Epoch 1631 | loss: 0.0309885 | val_loss: 0.0313431 | Time: 1479.95 ms
[2021-09-16 12:59:22 main:574] : INFO : Epoch 1632 | loss: 0.0309814 | val_loss: 0.0313415 | Time: 1499.78 ms
[2021-09-16 12:59:23 main:574] : INFO : Epoch 1633 | loss: 0.0309851 | val_loss: 0.0313126 | Time: 1544.6 ms
[2021-09-16 12:59:25 main:574] : INFO : Epoch 1634 | loss: 0.0309884 | val_loss: 0.0313228 | Time: 1549.7 ms
[2021-09-16 12:59:27 main:574] : INFO : Epoch 1635 | loss: 0.030995 | val_loss: 0.031346 | Time: 1508.64 ms
[2021-09-16 12:59:28 main:574] : INFO : Epoch 1636 | loss: 0.0309933 | val_loss: 0.0313264 | Time: 1544.98 ms
[2021-09-16 12:59:30 main:574] : INFO : Epoch 1637 | loss: 0.0309923 | val_loss: 0.0313096 | Time: 1503.65 ms
[2021-09-16 12:59:31 main:574] : INFO : Epoch 1638 | loss: 0.0309892 | val_loss: 0.0313211 | Time: 1552.97 ms
[2021-09-16 12:59:33 main:574] : INFO : Epoch 1639 | loss: 0.0309798 | val_loss: 0.0313477 | Time: 1516.18 ms
[2021-09-16 12:59:35 main:574] : INFO : Epoch 1640 | loss: 0.0309805 | val_loss: 0.0313179 | Time: 1529.09 ms
[2021-09-16 12:59:36 main:574] : INFO : Epoch 1641 | loss: 0.0309887 | val_loss: 0.0313167 | Time: 1492.93 ms
[2021-09-16 12:59:38 main:574] : INFO : Epoch 1642 | loss: 0.0309932 | val_loss: 0.0313087 | Time: 1487.88 ms
[2021-09-16 12:59:40 main:574] : INFO : Epoch 1643 | loss: 0.0309932 | val_loss: 0.031328 | Time: 1541.65 ms
[2021-09-16 12:59:41 main:574] : INFO : Epoch 1644 | loss: 0.0309891 | val_loss: 0.0312874 | Time: 1527.26 ms
[2021-09-16 12:59:43 main:574] : INFO : Epoch 1645 | loss: 0.0309982 | val_loss: 0.0313484 | Time: 1522.32 ms
[2021-09-16 12:59:44 main:574] : INFO : Epoch 1646 | loss: 0.0309854 | val_loss: 0.0313335 | Time: 1477.54 ms
[2021-09-16 12:59:46 main:574] : INFO : Epoch 1647 | loss: 0.0309837 | val_loss: 0.0313218 | Time: 1506.53 ms
[2021-09-16 12:59:48 main:574] : INFO : Epoch 1648 | loss: 0.0309897 | val_loss: 0.0313177 | Time: 1532.45 ms
[2021-09-16 12:59:49 main:574] : INFO : Epoch 1649 | loss: 0.030985 | val_loss: 0.0313354 | Time: 1555.5 ms
[2021-09-16 12:59:51 main:574] : INFO : Epoch 1650 | loss: 0.0309826 | val_loss: 0.0313226 | Time: 1510.47 ms
[2021-09-16 12:59:52 main:574] : INFO : Epoch 1651 | loss: 0.0309891 | val_loss: 0.0313233 | Time: 1485.15 ms
[2021-09-16 12:59:54 main:574] : INFO : Epoch 1652 | loss: 0.0309922 | val_loss: 0.0313215 | Time: 1497.41 ms
[2021-09-16 12:59:56 main:574] : INFO : Epoch 1653 | loss: 0.0309833 | val_loss: 0.0313149 | Time: 1520.18 ms
[2021-09-16 12:59:57 main:574] : INFO : Epoch 1654 | loss: 0.0309835 | val_loss: 0.0313264 | Time: 1527.86 ms
[2021-09-16 12:59:59 main:574] : INFO : Epoch 1655 | loss: 0.030981 | val_loss: 0.0313376 | Time: 1498.09 ms
[2021-09-16 13:00:00 main:574] : INFO : Epoch 1656 | loss: 0.0309849 | val_loss: 0.0313339 | Time: 1489.09 ms
[2021-09-16 13:00:02 main:574] : INFO : Epoch 1657 | loss: 0.0309914 | val_loss: 0.0313157 | Time: 1515.3 ms
[2021-09-16 13:00:04 main:574] : INFO : Epoch 1658 | loss: 0.0309856 | val_loss: 0.0313107 | Time: 1536.94 ms
[2021-09-16 13:00:05 main:574] : INFO : Epoch 1659 | loss: 0.0309921 | val_loss: 0.0313201 | Time: 1535.12 ms
[2021-09-16 13:00:07 main:574] : INFO : Epoch 1660 | loss: 0.0309926 | val_loss: 0.0313201 | Time: 1501.63 ms
[2021-09-16 13:00:09 main:574] : INFO : Epoch 1661 | loss: 0.0309827 | val_loss: 0.0313362 | Time: 1614.32 ms
[2021-09-16 13:00:10 main:574] : INFO : Epoch 1662 | loss: 0.0309883 | val_loss: 0.0313354 | Time: 1494.6 ms
[2021-09-16 13:00:12 main:574] : INFO : Epoch 1663 | loss: 0.0309861 | val_loss: 0.0313527 | Time: 1522.23 ms
[2021-09-16 13:00:13 main:574] : INFO : Epoch 1664 | loss: 0.0309858 | val_loss: 0.031346 | Time: 1535.85 ms
[2021-09-16 13:00:15 main:574] : INFO : Epoch 1665 | loss: 0.0309862 | val_loss: 0.0313091 | Time: 1535.51 ms
[2021-09-16 13:00:17 main:574] : INFO : Epoch 1666 | loss: 0.030989 | val_loss: 0.0313101 | Time: 1475.42 ms
[2021-09-16 13:00:18 main:574] : INFO : Epoch 1667 | loss: 0.0309897 | val_loss: 0.0313436 | Time: 1483.54 ms
[2021-09-16 13:00:20 main:574] : INFO : Epoch 1668 | loss: 0.0309877 | val_loss: 0.0313363 | Time: 1525.34 ms
[2021-09-16 13:00:22 main:574] : INFO : Epoch 1669 | loss: 0.0309872 | val_loss: 0.0313306 | Time: 1519.9 ms
[2021-09-16 13:00:23 main:574] : INFO : Epoch 1670 | loss: 0.0309826 | val_loss: 0.0313228 | Time: 1538.77 ms
[2021-09-16 13:00:25 main:574] : INFO : Epoch 1671 | loss: 0.0309818 | val_loss: 0.0313335 | Time: 1454.99 ms
[2021-09-16 13:00:26 main:574] : INFO : Epoch 1672 | loss: 0.0309806 | val_loss: 0.031341 | Time: 1496.84 ms
[2021-09-16 13:00:28 main:574] : INFO : Epoch 1673 | loss: 0.0309865 | val_loss: 0.0313368 | Time: 1542.97 ms
[2021-09-16 13:00:30 main:574] : INFO : Epoch 1674 | loss: 0.030985 | val_loss: 0.0313362 | Time: 1606 ms
[2021-09-16 13:00:31 main:574] : INFO : Epoch 1675 | loss: 0.0309884 | val_loss: 0.0313039 | Time: 1547.09 ms
[2021-09-16 13:00:33 main:574] : INFO : Epoch 1676 | loss: 0.0309859 | val_loss: 0.0313338 | Time: 1481.27 ms
[2021-09-16 13:00:35 main:574] : INFO : Epoch 1677 | loss: 0.0309827 | val_loss: 0.0313093 | Time: 1499.23 ms
[2021-09-16 13:00:36 main:574] : INFO : Epoch 1678 | loss: 0.0309861 | val_loss: 0.0313463 | Time: 1532.76 ms
[2021-09-16 13:00:38 main:574] : INFO : Epoch 1679 | loss: 0.0309854 | val_loss: 0.0313158 | Time: 1520.82 ms
[2021-09-16 13:00:39 main:574] : INFO : Epoch 1680 | loss: 0.0309928 | val_loss: 0.0313196 | Time: 1521.73 ms
[2021-09-16 13:00:41 main:574] : INFO : Epoch 1681 | loss: 0.0309833 | val_loss: 0.0312987 | Time: 1476.72 ms
[2021-09-16 13:00:42 main:574] : INFO : Epoch 1682 | loss: 0.0309905 | val_loss: 0.0313119 | Time: 1490.5 ms
[2021-09-16 13:00:44 main:574] : INFO : Epoch 1683 | loss: 0.0309844 | val_loss: 0.0313036 | Time: 1519.94 ms
[2021-09-16 13:00:46 main:574] : INFO : Epoch 1684 | loss: 0.0309942 | val_loss: 0.0313237 | Time: 1523.55 ms
[2021-09-16 13:00:47 main:574] : INFO : Epoch 1685 | loss: 0.0309875 | val_loss: 0.0313562 | Time: 1509.3 ms
[2021-09-16 13:00:49 main:574] : INFO : Epoch 1686 | loss: 0.0309774 | val_loss: 0.0313138 | Time: 1487.82 ms
[2021-09-16 13:00:50 main:574] : INFO : Epoch 1687 | loss: 0.0309813 | val_loss: 0.0313146 | Time: 1513.3 ms
[2021-09-16 13:00:52 main:574] : INFO : Epoch 1688 | loss: 0.0309839 | val_loss: 0.0313109 | Time: 1553.64 ms
[2021-09-16 13:00:54 main:574] : INFO : Epoch 1689 | loss: 0.0309848 | val_loss: 0.0313024 | Time: 1555.54 ms
[2021-09-16 13:00:55 main:574] : INFO : Epoch 1690 | loss: 0.0309939 | val_loss: 0.0313158 | Time: 1488.78 ms
[2021-09-16 13:00:57 main:574] : INFO : Epoch 1691 | loss: 0.0309891 | val_loss: 0.0313323 | Time: 1480.87 ms
[2021-09-16 13:00:58 main:574] : INFO : Epoch 1692 | loss: 0.0309903 | val_loss: 0.0313139 | Time: 1513.96 ms
[2021-09-16 13:01:00 main:574] : INFO : Epoch 1693 | loss: 0.0309848 | val_loss: 0.0312923 | Time: 1538.83 ms
[2021-09-16 13:01:02 main:574] : INFO : Epoch 1694 | loss: 0.0309886 | val_loss: 0.0313068 | Time: 1551.1 ms
[2021-09-16 13:01:03 main:574] : INFO : Epoch 1695 | loss: 0.03099 | val_loss: 0.0313082 | Time: 1494.79 ms
[2021-09-16 13:01:05 main:574] : INFO : Epoch 1696 | loss: 0.0309875 | val_loss: 0.0313217 | Time: 1495.31 ms
[2021-09-16 13:01:07 main:574] : INFO : Epoch 1697 | loss: 0.0309918 | val_loss: 0.0313168 | Time: 1538.92 ms
[2021-09-16 13:01:08 main:574] : INFO : Epoch 1698 | loss: 0.0309906 | val_loss: 0.0313694 | Time: 1544.67 ms
[2021-09-16 13:01:10 main:574] : INFO : Epoch 1699 | loss: 0.0309879 | val_loss: 0.0313359 | Time: 1595.99 ms
[2021-09-16 13:01:11 main:574] : INFO : Epoch 1700 | loss: 0.0309874 | val_loss: 0.031279 | Time: 1480.85 ms
[2021-09-16 13:01:13 main:574] : INFO : Epoch 1701 | loss: 0.0309849 | val_loss: 0.0313739 | Time: 1508.97 ms
[2021-09-16 13:01:15 main:574] : INFO : Epoch 1702 | loss: 0.0309843 | val_loss: 0.0313397 | Time: 1525.14 ms
[2021-09-16 13:01:16 main:574] : INFO : Epoch 1703 | loss: 0.0309893 | val_loss: 0.0313353 | Time: 1523.78 ms
[2021-09-16 13:01:18 main:574] : INFO : Epoch 1704 | loss: 0.030991 | val_loss: 0.0313465 | Time: 1540.58 ms
[2021-09-16 13:01:20 main:574] : INFO : Epoch 1705 | loss: 0.0309888 | val_loss: 0.0313011 | Time: 1526.94 ms
[2021-09-16 13:01:21 main:574] : INFO : Epoch 1706 | loss: 0.0309963 | val_loss: 0.0313406 | Time: 1494.78 ms
[2021-09-16 13:01:23 main:574] : INFO : Epoch 1707 | loss: 0.0309951 | val_loss: 0.0313296 | Time: 1487.76 ms
[2021-09-16 13:01:25 main:574] : INFO : Epoch 1708 | loss: 0.0309911 | val_loss: 0.0313272 | Time: 1528.84 ms
[2021-09-16 13:01:26 main:574] : INFO : Epoch 1709 | loss: 0.0309849 | val_loss: 0.0313468 | Time: 1538.98 ms
[2021-09-16 13:01:28 main:574] : INFO : Epoch 1710 | loss: 0.0309828 | val_loss: 0.0313271 | Time: 1546.27 ms
[2021-09-16 13:01:30 main:574] : INFO : Epoch 1711 | loss: 0.0309793 | val_loss: 0.0313253 | Time: 1506.04 ms
[2021-09-16 13:01:31 main:574] : INFO : Epoch 1712 | loss: 0.0309806 | val_loss: 0.031322 | Time: 1480.59 ms
[2021-09-16 13:01:33 main:574] : INFO : Epoch 1713 | loss: 0.0309904 | val_loss: 0.0313254 | Time: 1521.11 ms
[2021-09-16 13:01:34 main:574] : INFO : Epoch 1714 | loss: 0.0309895 | val_loss: 0.0313248 | Time: 1541.34 ms
[2021-09-16 13:01:36 main:574] : INFO : Epoch 1715 | loss: 0.0309877 | val_loss: 0.0313184 | Time: 1522.1 ms
[2021-09-16 13:01:38 main:574] : INFO : Epoch 1716 | loss: 0.0309861 | val_loss: 0.0313485 | Time: 1549.78 ms
[2021-09-16 13:01:39 main:574] : INFO : Epoch 1717 | loss: 0.0309894 | val_loss: 0.0313196 | Time: 1479.91 ms
[2021-09-16 13:01:41 main:574] : INFO : Epoch 1718 | loss: 0.0309955 | val_loss: 0.031333 | Time: 1517.32 ms
[2021-09-16 13:01:43 main:574] : INFO : Epoch 1719 | loss: 0.0309814 | val_loss: 0.0313156 | Time: 1542.64 ms
[2021-09-16 13:01:44 main:574] : INFO : Epoch 1720 | loss: 0.0309809 | val_loss: 0.0313296 | Time: 1525.95 ms
[2021-09-16 13:01:46 main:574] : INFO : Epoch 1721 | loss: 0.0309881 | val_loss: 0.031295 | Time: 1509.72 ms
[2021-09-16 13:01:48 main:574] : INFO : Epoch 1722 | loss: 0.0309974 | val_loss: 0.0313557 | Time: 1472.73 ms
[2021-09-16 13:01:49 main:574] : INFO : Epoch 1723 | loss: 0.0309837 | val_loss: 0.0312976 | Time: 1534.31 ms
[2021-09-16 13:01:51 main:574] : INFO : Epoch 1724 | loss: 0.0309921 | val_loss: 0.0313368 | Time: 1519.01 ms
[2021-09-16 13:01:52 main:574] : INFO : Epoch 1725 | loss: 0.0309851 | val_loss: 0.0313263 | Time: 1538.4 ms
[2021-09-16 13:01:54 main:574] : INFO : Epoch 1726 | loss: 0.0309822 | val_loss: 0.0313389 | Time: 1511.76 ms
[2021-09-16 13:01:57 main:574] : INFO : Epoch 1727 | loss: 0.0309853 | val_loss: 0.0313192 | Time: 1508.44 ms
[2021-09-16 13:01:58 main:574] : INFO : Epoch 1728 | loss: 0.0309784 | val_loss: 0.0313269 | Time: 1569.41 ms
[2021-09-16 13:02:00 main:574] : INFO : Epoch 1729 | loss: 0.0309848 | val_loss: 0.0313034 | Time: 1490.08 ms
[2021-09-16 13:02:02 main:574] : INFO : Epoch 1730 | loss: 0.0309902 | val_loss: 0.0313351 | Time: 1474.92 ms
[2021-09-16 13:02:03 main:574] : INFO : Epoch 1731 | loss: 0.0309934 | val_loss: 0.0313322 | Time: 1493.92 ms
[2021-09-16 13:02:05 main:574] : INFO : Epoch 1732 | loss: 0.0309935 | val_loss: 0.031298 | Time: 1540.25 ms
[2021-09-16 13:02:06 main:574] : INFO : Epoch 1733 | loss: 0.0309905 | val_loss: 0.0313381 | Time: 1531.34 ms
[2021-09-16 13:02:08 main:574] : INFO : Epoch 1734 | loss: 0.0309835 | val_loss: 0.0313196 | Time: 1527.18 ms
[2021-09-16 13:02:10 main:574] : INFO : Epoch 1735 | loss: 0.0309851 | val_loss: 0.0313394 | Time: 1548.91 ms
[2021-09-16 13:02:11 main:574] : INFO : Epoch 1736 | loss: 0.030986 | val_loss: 0.0313315 | Time: 1500.28 ms
[2021-09-16 13:02:13 main:574] : INFO : Epoch 1737 | loss: 0.0309941 | val_loss: 0.0313167 | Time: 1507.28 ms
[2021-09-16 13:02:15 main:574] : INFO : Epoch 1738 | loss: 0.0309882 | val_loss: 0.0313254 | Time: 1535.68 ms
[2021-09-16 13:02:16 main:574] : INFO : Epoch 1739 | loss: 0.0309803 | val_loss: 0.0313377 | Time: 1525.11 ms
[2021-09-16 13:02:18 main:574] : INFO : Epoch 1740 | loss: 0.0309784 | val_loss: 0.0313394 | Time: 1482 ms
[2021-09-16 13:02:20 main:574] : INFO : Epoch 1741 | loss: 0.0309885 | val_loss: 0.0313272 | Time: 1499.06 ms
[2021-09-16 13:02:21 main:574] : INFO : Epoch 1742 | loss: 0.0309899 | val_loss: 0.0313115 | Time: 1515.96 ms
[2021-09-16 13:02:23 main:574] : INFO : Epoch 1743 | loss: 0.0310001 | val_loss: 0.0313087 | Time: 1534.17 ms
[2021-09-16 13:02:25 main:574] : INFO : Epoch 1744 | loss: 0.0310018 | val_loss: 0.0313296 | Time: 1549.47 ms
[2021-09-16 13:02:26 main:574] : INFO : Epoch 1745 | loss: 0.0309936 | val_loss: 0.0313028 | Time: 1485.92 ms
[2021-09-16 13:02:28 main:574] : INFO : Epoch 1746 | loss: 0.0309922 | val_loss: 0.0312964 | Time: 1486.18 ms
[2021-09-16 13:02:29 main:574] : INFO : Epoch 1747 | loss: 0.0309831 | val_loss: 0.0313257 | Time: 1528.04 ms
[2021-09-16 13:02:31 main:574] : INFO : Epoch 1748 | loss: 0.030983 | val_loss: 0.0313195 | Time: 1538.69 ms
[2021-09-16 13:02:33 main:574] : INFO : Epoch 1749 | loss: 0.0309893 | val_loss: 0.0313244 | Time: 1522.45 ms
[2021-09-16 13:02:34 main:574] : INFO : Epoch 1750 | loss: 0.030987 | val_loss: 0.0313198 | Time: 1547.68 ms
[2021-09-16 13:02:36 main:574] : INFO : Epoch 1751 | loss: 0.0309862 | val_loss: 0.0313137 | Time: 1484.03 ms
[2021-09-16 13:02:38 main:574] : INFO : Epoch 1752 | loss: 0.0309877 | val_loss: 0.0313351 | Time: 1520.66 ms
[2021-09-16 13:02:39 main:574] : INFO : Epoch 1753 | loss: 0.0309893 | val_loss: 0.0313024 | Time: 1532.24 ms
[2021-09-16 13:02:41 main:574] : INFO : Epoch 1754 | loss: 0.0309848 | val_loss: 0.0312992 | Time: 1549.33 ms
[2021-09-16 13:02:42 main:574] : INFO : Epoch 1755 | loss: 0.0310081 | val_loss: 0.0313134 | Time: 1497.45 ms
[2021-09-16 13:02:44 main:574] : INFO : Epoch 1756 | loss: 0.0309889 | val_loss: 0.0313227 | Time: 1489.45 ms
[2021-09-16 13:02:46 main:574] : INFO : Epoch 1757 | loss: 0.0309894 | val_loss: 0.0313042 | Time: 1504.67 ms
[2021-09-16 13:02:47 main:574] : INFO : Epoch 1758 | loss: 0.0309821 | val_loss: 0.0313443 | Time: 1519.55 ms
[2021-09-16 13:02:49 main:574] : INFO : Epoch 1759 | loss: 0.0309887 | val_loss: 0.0313109 | Time: 1529.14 ms
[2021-09-16 13:02:51 main:574] : INFO : Epoch 1760 | loss: 0.0309867 | val_loss: 0.0313376 | Time: 1515.79 ms
[2021-09-16 13:02:52 main:574] : INFO : Epoch 1761 | loss: 0.0309841 | val_loss: 0.0313057 | Time: 1496.72 ms
[2021-09-16 13:02:54 main:574] : INFO : Epoch 1762 | loss: 0.030992 | val_loss: 0.0313388 | Time: 1490.96 ms
[2021-09-16 13:02:55 main:574] : INFO : Epoch 1763 | loss: 0.0309878 | val_loss: 0.031326 | Time: 1529.23 ms
[2021-09-16 13:02:57 main:574] : INFO : Epoch 1764 | loss: 0.0309842 | val_loss: 0.0313097 | Time: 1530.32 ms
[2021-09-16 13:02:59 main:574] : INFO : Epoch 1765 | loss: 0.0309836 | val_loss: 0.0313027 | Time: 1548.38 ms
[2021-09-16 13:03:00 main:574] : INFO : Epoch 1766 | loss: 0.0309827 | val_loss: 0.0313287 | Time: 1543.88 ms
[2021-09-16 13:03:02 main:574] : INFO : Epoch 1767 | loss: 0.030984 | val_loss: 0.0313333 | Time: 1557.95 ms
[2021-09-16 13:03:04 main:574] : INFO : Epoch 1768 | loss: 0.03098 | val_loss: 0.0313265 | Time: 1503.91 ms
[2021-09-16 13:03:05 main:574] : INFO : Epoch 1769 | loss: 0.0309844 | val_loss: 0.0313206 | Time: 1542.2 ms
[2021-09-16 13:03:07 main:574] : INFO : Epoch 1770 | loss: 0.0309883 | val_loss: 0.03136 | Time: 1529.87 ms
[2021-09-16 13:03:09 main:574] : INFO : Epoch 1771 | loss: 0.0309844 | val_loss: 0.0313266 | Time: 1537.06 ms
[2021-09-16 13:03:10 main:574] : INFO : Epoch 1772 | loss: 0.0309917 | val_loss: 0.0312981 | Time: 1585.68 ms
[2021-09-16 13:03:12 main:574] : INFO : Epoch 1773 | loss: 0.0309922 | val_loss: 0.0313483 | Time: 1485.41 ms
[2021-09-16 13:03:14 main:574] : INFO : Epoch 1774 | loss: 0.0309837 | val_loss: 0.0313291 | Time: 1536.07 ms
[2021-09-16 13:03:15 main:574] : INFO : Epoch 1775 | loss: 0.030985 | val_loss: 0.0313328 | Time: 1555.29 ms
[2021-09-16 13:03:17 main:574] : INFO : Epoch 1776 | loss: 0.0309826 | val_loss: 0.0313088 | Time: 1544.88 ms
[2021-09-16 13:03:19 main:574] : INFO : Epoch 1777 | loss: 0.0309899 | val_loss: 0.0313219 | Time: 1515.2 ms
[2021-09-16 13:03:20 main:574] : INFO : Epoch 1778 | loss: 0.0309943 | val_loss: 0.0313385 | Time: 1465.82 ms
[2021-09-16 13:03:22 main:574] : INFO : Epoch 1779 | loss: 0.0309926 | val_loss: 0.0313517 | Time: 1513.86 ms
[2021-09-16 13:03:23 main:574] : INFO : Epoch 1780 | loss: 0.0309893 | val_loss: 0.0313455 | Time: 1529.05 ms
[2021-09-16 13:03:25 main:574] : INFO : Epoch 1781 | loss: 0.0309872 | val_loss: 0.0313109 | Time: 1533.53 ms
[2021-09-16 13:03:27 main:574] : INFO : Epoch 1782 | loss: 0.0309916 | val_loss: 0.0313138 | Time: 1518.14 ms
[2021-09-16 13:03:28 main:574] : INFO : Epoch 1783 | loss: 0.0309844 | val_loss: 0.0313663 | Time: 1513.19 ms
[2021-09-16 13:03:30 main:574] : INFO : Epoch 1784 | loss: 0.0309875 | val_loss: 0.0313158 | Time: 1506.21 ms
[2021-09-16 13:03:31 main:574] : INFO : Epoch 1785 | loss: 0.0309882 | val_loss: 0.0313261 | Time: 1568.24 ms
[2021-09-16 13:03:33 main:574] : INFO : Epoch 1786 | loss: 0.0309878 | val_loss: 0.031342 | Time: 1522.29 ms
[2021-09-16 13:03:35 main:574] : INFO : Epoch 1787 | loss: 0.0309861 | val_loss: 0.0313218 | Time: 1543.84 ms
[2021-09-16 13:03:36 main:574] : INFO : Epoch 1788 | loss: 0.0309822 | val_loss: 0.0313154 | Time: 1481.62 ms
[2021-09-16 13:03:38 main:574] : INFO : Epoch 1789 | loss: 0.0309863 | val_loss: 0.0313165 | Time: 1513.16 ms
[2021-09-16 13:03:40 main:574] : INFO : Epoch 1790 | loss: 0.0309842 | val_loss: 0.0313061 | Time: 1554.65 ms
[2021-09-16 13:03:41 main:574] : INFO : Epoch 1791 | loss: 0.0309851 | val_loss: 0.031374 | Time: 1534.63 ms
[2021-09-16 13:03:43 main:574] : INFO : Epoch 1792 | loss: 0.030994 | val_loss: 0.031296 | Time: 1514.82 ms
[2021-09-16 13:03:44 main:574] : INFO : Epoch 1793 | loss: 0.0309835 | val_loss: 0.0313203 | Time: 1484.94 ms
[2021-09-16 13:03:46 main:574] : INFO : Epoch 1794 | loss: 0.0309827 | val_loss: 0.0313257 | Time: 1523.04 ms
[2021-09-16 13:03:48 main:574] : INFO : Epoch 1795 | loss: 0.0309874 | val_loss: 0.0313071 | Time: 1530.76 ms
[2021-09-16 13:03:49 main:574] : INFO : Epoch 1796 | loss: 0.0309904 | val_loss: 0.0313367 | Time: 1548.87 ms
[2021-09-16 13:03:51 main:574] : INFO : Epoch 1797 | loss: 0.0309884 | val_loss: 0.0313348 | Time: 1493.12 ms
[2021-09-16 13:03:52 main:574] : INFO : Epoch 1798 | loss: 0.0309834 | val_loss: 0.0313208 | Time: 1493.45 ms
[2021-09-16 13:03:54 main:574] : INFO : Epoch 1799 | loss: 0.0309869 | val_loss: 0.0313317 | Time: 1499.48 ms
[2021-09-16 13:03:56 main:574] : INFO : Epoch 1800 | loss: 0.0309876 | val_loss: 0.0313071 | Time: 1545.5 ms
[2021-09-16 13:03:57 main:574] : INFO : Epoch 1801 | loss: 0.0309895 | val_loss: 0.0313247 | Time: 1530.92 ms
[2021-09-16 13:03:59 main:574] : INFO : Epoch 1802 | loss: 0.0309835 | val_loss: 0.0313279 | Time: 1512.41 ms
[2021-09-16 13:04:02 main:574] : INFO : Epoch 1803 | loss: 0.030987 | val_loss: 0.0313611 | Time: 1491.63 ms
[2021-09-16 13:04:04 main:574] : INFO : Epoch 1804 | loss: 0.0309859 | val_loss: 0.0313219 | Time: 1556.13 ms
[2021-09-16 13:04:05 main:574] : INFO : Epoch 1805 | loss: 0.0309851 | val_loss: 0.031353 | Time: 1517.58 ms
[2021-09-16 13:04:07 main:574] : INFO : Epoch 1806 | loss: 0.030987 | val_loss: 0.0313428 | Time: 1482.49 ms
[2021-09-16 13:04:08 main:574] : INFO : Epoch 1807 | loss: 0.0309788 | val_loss: 0.0313354 | Time: 1532.26 ms
[2021-09-16 13:04:10 main:574] : INFO : Epoch 1808 | loss: 0.0309799 | val_loss: 0.0313318 | Time: 1527.44 ms
[2021-09-16 13:04:12 main:574] : INFO : Epoch 1809 | loss: 0.0309779 | val_loss: 0.0313386 | Time: 1553.84 ms
[2021-09-16 13:04:13 main:574] : INFO : Epoch 1810 | loss: 0.0309836 | val_loss: 0.0313324 | Time: 1523.72 ms
[2021-09-16 13:04:15 main:574] : INFO : Epoch 1811 | loss: 0.0309836 | val_loss: 0.0313063 | Time: 1503.2 ms
[2021-09-16 13:04:17 main:574] : INFO : Epoch 1812 | loss: 0.0309865 | val_loss: 0.0313237 | Time: 1495.59 ms
[2021-09-16 13:04:20 main:574] : INFO : Epoch 1813 | loss: 0.0309799 | val_loss: 0.0313256 | Time: 1511.19 ms
[2021-09-16 13:04:21 main:574] : INFO : Epoch 1814 | loss: 0.0309815 | val_loss: 0.031321 | Time: 1534.43 ms
[2021-09-16 13:04:23 main:574] : INFO : Epoch 1815 | loss: 0.0309866 | val_loss: 0.0313352 | Time: 1501.69 ms
[2021-09-16 13:04:25 main:574] : INFO : Epoch 1816 | loss: 0.0309927 | val_loss: 0.0313138 | Time: 1519.49 ms
[2021-09-16 13:04:26 main:574] : INFO : Epoch 1817 | loss: 0.0309853 | val_loss: 0.0313467 | Time: 1524.87 ms
[2021-09-16 13:04:28 main:574] : INFO : Epoch 1818 | loss: 0.030988 | val_loss: 0.0313198 | Time: 1529.95 ms
[2021-09-16 13:04:29 main:574] : INFO : Epoch 1819 | loss: 0.0309894 | val_loss: 0.0312976 | Time: 1572.09 ms
[2021-09-16 13:04:31 main:574] : INFO : Epoch 1820 | loss: 0.0309857 | val_loss: 0.0313116 | Time: 1491.06 ms
[2021-09-16 13:04:33 main:574] : INFO : Epoch 1821 | loss: 0.0309875 | val_loss: 0.0313042 | Time: 1496.04 ms
[2021-09-16 13:04:34 main:574] : INFO : Epoch 1822 | loss: 0.0309837 | val_loss: 0.0313488 | Time: 1525.92 ms
[2021-09-16 13:04:36 main:574] : INFO : Epoch 1823 | loss: 0.0309926 | val_loss: 0.0313015 | Time: 1561.58 ms
[2021-09-16 13:04:37 main:574] : INFO : Epoch 1824 | loss: 0.0309902 | val_loss: 0.0313392 | Time: 1521.39 ms
[2021-09-16 13:04:39 main:574] : INFO : Epoch 1825 | loss: 0.0309884 | val_loss: 0.0313372 | Time: 1486.21 ms
[2021-09-16 13:04:41 main:574] : INFO : Epoch 1826 | loss: 0.030984 | val_loss: 0.0313354 | Time: 1509.14 ms
[2021-09-16 13:04:42 main:574] : INFO : Epoch 1827 | loss: 0.0309876 | val_loss: 0.0313189 | Time: 1547.02 ms
[2021-09-16 13:04:44 main:574] : INFO : Epoch 1828 | loss: 0.0309944 | val_loss: 0.0313344 | Time: 1548.15 ms
[2021-09-16 13:04:45 main:574] : INFO : Epoch 1829 | loss: 0.0309856 | val_loss: 0.0313264 | Time: 1526.76 ms
[2021-09-16 13:04:47 main:574] : INFO : Epoch 1830 | loss: 0.0309873 | val_loss: 0.0313061 | Time: 1478.1 ms
[2021-09-16 13:04:49 main:574] : INFO : Epoch 1831 | loss: 0.0309827 | val_loss: 0.0313304 | Time: 1527.8 ms
[2021-09-16 13:04:50 main:574] : INFO : Epoch 1832 | loss: 0.030994 | val_loss: 0.0313399 | Time: 1527.79 ms
[2021-09-16 13:04:52 main:574] : INFO : Epoch 1833 | loss: 0.0309865 | val_loss: 0.0313326 | Time: 1522.11 ms
[2021-09-16 13:04:53 main:574] : INFO : Epoch 1834 | loss: 0.0309826 | val_loss: 0.031308 | Time: 1509.81 ms
[2021-09-16 13:04:55 main:574] : INFO : Epoch 1835 | loss: 0.0309883 | val_loss: 0.0313405 | Time: 1456.69 ms
[2021-09-16 13:04:57 main:574] : INFO : Epoch 1836 | loss: 0.0309963 | val_loss: 0.0313075 | Time: 1517.31 ms
[2021-09-16 13:04:58 main:574] : INFO : Epoch 1837 | loss: 0.0309892 | val_loss: 0.0313276 | Time: 1547.38 ms
[2021-09-16 13:05:00 main:574] : INFO : Epoch 1838 | loss: 0.0309799 | val_loss: 0.0313365 | Time: 1576.94 ms
[2021-09-16 13:05:01 main:574] : INFO : Epoch 1839 | loss: 0.0309826 | val_loss: 0.031315 | Time: 1492.03 ms
[2021-09-16 13:05:03 main:574] : INFO : Epoch 1840 | loss: 0.0309871 | val_loss: 0.0313447 | Time: 1524.72 ms
[2021-09-16 13:05:05 main:574] : INFO : Epoch 1841 | loss: 0.0309829 | val_loss: 0.0313186 | Time: 1507.17 ms
[2021-09-16 13:05:06 main:574] : INFO : Epoch 1842 | loss: 0.0309954 | val_loss: 0.0313209 | Time: 1542.83 ms
[2021-09-16 13:05:08 main:574] : INFO : Epoch 1843 | loss: 0.0309938 | val_loss: 0.0313291 | Time: 1508.2 ms
[2021-09-16 13:05:09 main:574] : INFO : Epoch 1844 | loss: 0.0309831 | val_loss: 0.0313154 | Time: 1493.65 ms
[2021-09-16 13:05:11 main:574] : INFO : Epoch 1845 | loss: 0.030987 | val_loss: 0.0313252 | Time: 1502.92 ms
[2021-09-16 13:05:13 main:574] : INFO : Epoch 1846 | loss: 0.0309901 | val_loss: 0.0313262 | Time: 1548.51 ms
[2021-09-16 13:05:14 main:574] : INFO : Epoch 1847 | loss: 0.0309821 | val_loss: 0.0313329 | Time: 1544.4 ms
[2021-09-16 13:05:16 main:574] : INFO : Epoch 1848 | loss: 0.0309897 | val_loss: 0.0313205 | Time: 1532.33 ms
[2021-09-16 13:05:17 main:574] : INFO : Epoch 1849 | loss: 0.0309827 | val_loss: 0.0313246 | Time: 1480.04 ms
[2021-09-16 13:05:19 main:574] : INFO : Epoch 1850 | loss: 0.0309845 | val_loss: 0.0313236 | Time: 1520.42 ms
[2021-09-16 13:05:20 main:574] : INFO : Epoch 1851 | loss: 0.0309896 | val_loss: 0.0313311 | Time: 1530.16 ms
[2021-09-16 13:05:22 main:574] : INFO : Epoch 1852 | loss: 0.0309936 | val_loss: 0.0313331 | Time: 1523.83 ms
[2021-09-16 13:05:24 main:574] : INFO : Epoch 1853 | loss: 0.0309877 | val_loss: 0.0313458 | Time: 1516.56 ms
[2021-09-16 13:05:25 main:574] : INFO : Epoch 1854 | loss: 0.030983 | val_loss: 0.0313351 | Time: 1487.82 ms
[2021-09-16 13:05:27 main:574] : INFO : Epoch 1855 | loss: 0.0309838 | val_loss: 0.0313362 | Time: 1517.66 ms
[2021-09-16 13:05:29 main:574] : INFO : Epoch 1856 | loss: 0.0309864 | val_loss: 0.0313087 | Time: 1585.18 ms
[2021-09-16 13:05:30 main:574] : INFO : Epoch 1857 | loss: 0.0309908 | val_loss: 0.0313101 | Time: 1539.22 ms
[2021-09-16 13:05:32 main:574] : INFO : Epoch 1858 | loss: 0.0309901 | val_loss: 0.0313606 | Time: 1504.29 ms
[2021-09-16 13:05:33 main:574] : INFO : Epoch 1859 | loss: 0.0309879 | val_loss: 0.0313624 | Time: 1475.74 ms
[2021-09-16 13:05:35 main:574] : INFO : Epoch 1860 | loss: 0.0309968 | val_loss: 0.0313125 | Time: 1517.97 ms
[2021-09-16 13:05:37 main:574] : INFO : Epoch 1861 | loss: 0.0309849 | val_loss: 0.0313335 | Time: 1542.09 ms
[2021-09-16 13:05:38 main:574] : INFO : Epoch 1862 | loss: 0.0309839 | val_loss: 0.0313138 | Time: 1529.34 ms
[2021-09-16 13:05:40 main:574] : INFO : Epoch 1863 | loss: 0.030986 | val_loss: 0.0313239 | Time: 1497.85 ms
[2021-09-16 13:05:41 main:574] : INFO : Epoch 1864 | loss: 0.03098 | val_loss: 0.0313241 | Time: 1492.26 ms
[2021-09-16 13:05:43 main:574] : INFO : Epoch 1865 | loss: 0.0309862 | val_loss: 0.031327 | Time: 1529.02 ms
[2021-09-16 13:05:45 main:574] : INFO : Epoch 1866 | loss: 0.0309838 | val_loss: 0.0313224 | Time: 1560.81 ms
[2021-09-16 13:05:47 main:574] : INFO : Epoch 1867 | loss: 0.0309915 | val_loss: 0.0313364 | Time: 1532.28 ms
[2021-09-16 13:05:49 main:574] : INFO : Epoch 1868 | loss: 0.030991 | val_loss: 0.0313441 | Time: 1560.86 ms
[2021-09-16 13:05:50 main:574] : INFO : Epoch 1869 | loss: 0.0309923 | val_loss: 0.0313532 | Time: 1519.78 ms
[2021-09-16 13:05:52 main:574] : INFO : Epoch 1870 | loss: 0.030996 | val_loss: 0.0313135 | Time: 1496.8 ms
[2021-09-16 13:05:53 main:574] : INFO : Epoch 1871 | loss: 0.0309892 | val_loss: 0.0313121 | Time: 1514.2 ms
[2021-09-16 13:05:56 main:574] : INFO : Epoch 1872 | loss: 0.0309866 | val_loss: 0.0313359 | Time: 1471.76 ms
[2021-09-16 13:05:57 main:574] : INFO : Epoch 1873 | loss: 0.0309842 | val_loss: 0.0312964 | Time: 1469.43 ms
[2021-09-16 13:05:59 main:574] : INFO : Epoch 1874 | loss: 0.0309818 | val_loss: 0.0313068 | Time: 1509.16 ms
[2021-09-16 13:06:01 main:574] : INFO : Epoch 1875 | loss: 0.0309865 | val_loss: 0.0313168 | Time: 1559.13 ms
[2021-09-16 13:06:02 main:574] : INFO : Epoch 1876 | loss: 0.0309911 | val_loss: 0.0313006 | Time: 1549.34 ms
[2021-09-16 13:06:04 main:574] : INFO : Epoch 1877 | loss: 0.0309893 | val_loss: 0.0312964 | Time: 1491.39 ms
[2021-09-16 13:06:05 main:574] : INFO : Epoch 1878 | loss: 0.030992 | val_loss: 0.0313425 | Time: 1490.95 ms
[2021-09-16 13:06:07 main:574] : INFO : Epoch 1879 | loss: 0.0309986 | val_loss: 0.031326 | Time: 1533.96 ms
[2021-09-16 13:06:09 main:574] : INFO : Epoch 1880 | loss: 0.0310023 | val_loss: 0.0313395 | Time: 1543.82 ms
[2021-09-16 13:06:10 main:574] : INFO : Epoch 1881 | loss: 0.0309993 | val_loss: 0.0313127 | Time: 1536.25 ms
[2021-09-16 13:06:12 main:574] : INFO : Epoch 1882 | loss: 0.0309944 | val_loss: 0.0313123 | Time: 1533.17 ms
[2021-09-16 13:06:14 main:574] : INFO : Epoch 1883 | loss: 0.030987 | val_loss: 0.0313339 | Time: 1507.19 ms
[2021-09-16 13:06:15 main:574] : INFO : Epoch 1884 | loss: 0.0309918 | val_loss: 0.0313549 | Time: 1500.54 ms
[2021-09-16 13:06:17 main:574] : INFO : Epoch 1885 | loss: 0.0309893 | val_loss: 0.0313175 | Time: 1517.4 ms
[2021-09-16 13:06:19 main:574] : INFO : Epoch 1886 | loss: 0.0309805 | val_loss: 0.0313315 | Time: 1552.51 ms
[2021-09-16 13:06:20 main:574] : INFO : Epoch 1887 | loss: 0.0309824 | val_loss: 0.0313474 | Time: 1497.36 ms
[2021-09-16 13:06:22 main:574] : INFO : Epoch 1888 | loss: 0.030992 | val_loss: 0.0313279 | Time: 1512.7 ms
[2021-09-16 13:06:24 main:574] : INFO : Epoch 1889 | loss: 0.0309857 | val_loss: 0.0313235 | Time: 1501.57 ms
[2021-09-16 13:06:25 main:574] : INFO : Epoch 1890 | loss: 0.0309923 | val_loss: 0.0312835 | Time: 1526.43 ms
[2021-09-16 13:06:27 main:574] : INFO : Epoch 1891 | loss: 0.0309941 | val_loss: 0.0313044 | Time: 1534.06 ms
[2021-09-16 13:06:28 main:574] : INFO : Epoch 1892 | loss: 0.0309925 | val_loss: 0.0313339 | Time: 1513.6 ms
[2021-09-16 13:06:31 main:574] : INFO : Epoch 1893 | loss: 0.0309912 | val_loss: 0.0312998 | Time: 1510.07 ms
[2021-09-16 13:06:32 main:574] : INFO : Epoch 1894 | loss: 0.030988 | val_loss: 0.0313332 | Time: 1510.53 ms
[2021-09-16 13:06:34 main:574] : INFO : Epoch 1895 | loss: 0.0309998 | val_loss: 0.03131 | Time: 1492.84 ms
[2021-09-16 13:06:37 main:574] : INFO : Epoch 1896 | loss: 0.0309803 | val_loss: 0.0313314 | Time: 1516.41 ms
[2021-09-16 13:06:38 main:574] : INFO : Epoch 1897 | loss: 0.0309771 | val_loss: 0.0313572 | Time: 1476.16 ms
[2021-09-16 13:06:40 main:574] : INFO : Epoch 1898 | loss: 0.0309883 | val_loss: 0.0312871 | Time: 1531.48 ms
[2021-09-16 13:06:41 main:574] : INFO : Epoch 1899 | loss: 0.0309933 | val_loss: 0.0313312 | Time: 1519.39 ms
[2021-09-16 13:06:43 main:574] : INFO : Epoch 1900 | loss: 0.0309895 | val_loss: 0.0313436 | Time: 1535.19 ms
[2021-09-16 13:06:45 main:574] : INFO : Epoch 1901 | loss: 0.0309822 | val_loss: 0.0313335 | Time: 1529.56 ms
[2021-09-16 13:06:46 main:574] : INFO : Epoch 1902 | loss: 0.0309949 | val_loss: 0.0313113 | Time: 1470.33 ms
[2021-09-16 13:06:48 main:574] : INFO : Epoch 1903 | loss: 0.0309969 | val_loss: 0.0313313 | Time: 1527.34 ms
[2021-09-16 13:06:49 main:574] : INFO : Epoch 1904 | loss: 0.0309934 | val_loss: 0.0313287 | Time: 1536.14 ms
[2021-09-16 13:06:51 main:574] : INFO : Epoch 1905 | loss: 0.0309808 | val_loss: 0.0313537 | Time: 1526.09 ms
[2021-09-16 13:06:53 main:574] : INFO : Epoch 1906 | loss: 0.0309823 | val_loss: 0.0313284 | Time: 1513.89 ms
[2021-09-16 13:06:54 main:574] : INFO : Epoch 1907 | loss: 0.0309886 | val_loss: 0.031355 | Time: 1547.23 ms
[2021-09-16 13:06:56 main:574] : INFO : Epoch 1908 | loss: 0.0309911 | val_loss: 0.0313264 | Time: 1495.62 ms
[2021-09-16 13:06:58 main:574] : INFO : Epoch 1909 | loss: 0.0309899 | val_loss: 0.0313152 | Time: 1551.95 ms
[2021-09-16 13:06:59 main:574] : INFO : Epoch 1910 | loss: 0.0309901 | val_loss: 0.0313496 | Time: 1528.24 ms
[2021-09-16 13:07:01 main:574] : INFO : Epoch 1911 | loss: 0.0309878 | val_loss: 0.0313257 | Time: 1535.34 ms
[2021-09-16 13:07:03 main:574] : INFO : Epoch 1912 | loss: 0.0309965 | val_loss: 0.03129 | Time: 1501.98 ms
[2021-09-16 13:07:04 main:574] : INFO : Epoch 1913 | loss: 0.0309855 | val_loss: 0.0313422 | Time: 1499.7 ms
[2021-09-16 13:07:06 main:574] : INFO : Epoch 1914 | loss: 0.0309836 | val_loss: 0.0313202 | Time: 1517.99 ms
[2021-09-16 13:07:07 main:574] : INFO : Epoch 1915 | loss: 0.0309859 | val_loss: 0.0313008 | Time: 1531.8 ms
[2021-09-16 13:07:09 main:574] : INFO : Epoch 1916 | loss: 0.0309902 | val_loss: 0.0313002 | Time: 1516.85 ms
[2021-09-16 13:07:11 main:574] : INFO : Epoch 1917 | loss: 0.0309848 | val_loss: 0.0313367 | Time: 1490.24 ms
[2021-09-16 13:07:12 main:574] : INFO : Epoch 1918 | loss: 0.030984 | val_loss: 0.0313489 | Time: 1484.25 ms
[2021-09-16 13:07:14 main:574] : INFO : Epoch 1919 | loss: 0.0309806 | val_loss: 0.0313279 | Time: 1538.12 ms
[2021-09-16 13:07:15 main:574] : INFO : Epoch 1920 | loss: 0.0309826 | val_loss: 0.0313044 | Time: 1548.97 ms
[2021-09-16 13:07:17 main:574] : INFO : Epoch 1921 | loss: 0.0309847 | val_loss: 0.0313131 | Time: 1528.28 ms
[2021-09-16 13:07:19 main:574] : INFO : Epoch 1922 | loss: 0.030983 | val_loss: 0.0313339 | Time: 1481.21 ms
[2021-09-16 13:07:20 main:574] : INFO : Epoch 1923 | loss: 0.0309835 | val_loss: 0.031315 | Time: 1495.97 ms
[2021-09-16 13:07:22 main:574] : INFO : Epoch 1924 | loss: 0.0309928 | val_loss: 0.0313156 | Time: 1525.51 ms
[2021-09-16 13:07:24 main:574] : INFO : Epoch 1925 | loss: 0.0309814 | val_loss: 0.031323 | Time: 1551.13 ms
[2021-09-16 13:07:25 main:574] : INFO : Epoch 1926 | loss: 0.0309865 | val_loss: 0.0312928 | Time: 1553.95 ms
[2021-09-16 13:07:27 main:574] : INFO : Epoch 1927 | loss: 0.0309887 | val_loss: 0.0313126 | Time: 1512.61 ms
[2021-09-16 13:07:28 main:574] : INFO : Epoch 1928 | loss: 0.0309891 | val_loss: 0.0313257 | Time: 1510.16 ms
[2021-09-16 13:07:30 main:574] : INFO : Epoch 1929 | loss: 0.0309901 | val_loss: 0.0313006 | Time: 1517.7 ms
[2021-09-16 13:07:32 main:574] : INFO : Epoch 1930 | loss: 0.0309857 | val_loss: 0.0313391 | Time: 1535.27 ms
[2021-09-16 13:07:33 main:574] : INFO : Epoch 1931 | loss: 0.0309854 | val_loss: 0.0313233 | Time: 1541.76 ms
[2021-09-16 13:07:35 main:574] : INFO : Epoch 1932 | loss: 0.030985 | val_loss: 0.0313276 | Time: 1525.6 ms
[2021-09-16 13:07:37 main:574] : INFO : Epoch 1933 | loss: 0.0309781 | val_loss: 0.0313203 | Time: 1506.59 ms
[2021-09-16 13:07:38 main:574] : INFO : Epoch 1934 | loss: 0.0309841 | val_loss: 0.0313105 | Time: 1493.54 ms
[2021-09-16 13:07:40 main:574] : INFO : Epoch 1935 | loss: 0.0309894 | val_loss: 0.0313123 | Time: 1523.16 ms
[2021-09-16 13:07:42 main:574] : INFO : Epoch 1936 | loss: 0.0309902 | val_loss: 0.0313036 | Time: 1556.4 ms
[2021-09-16 13:07:43 main:574] : INFO : Epoch 1937 | loss: 0.0309832 | val_loss: 0.0313414 | Time: 1555.37 ms
[2021-09-16 13:07:45 main:574] : INFO : Epoch 1938 | loss: 0.030984 | val_loss: 0.0313063 | Time: 1487.85 ms
[2021-09-16 13:07:46 main:574] : INFO : Epoch 1939 | loss: 0.0309881 | val_loss: 0.0313377 | Time: 1518.14 ms
[2021-09-16 13:07:48 main:574] : INFO : Epoch 1940 | loss: 0.0309887 | val_loss: 0.0313342 | Time: 1539.23 ms
[2021-09-16 13:07:50 main:574] : INFO : Epoch 1941 | loss: 0.030992 | val_loss: 0.0313537 | Time: 1607.67 ms
[2021-09-16 13:07:52 main:574] : INFO : Epoch 1942 | loss: 0.0309911 | val_loss: 0.0313591 | Time: 1630.52 ms
[2021-09-16 13:07:53 main:574] : INFO : Epoch 1943 | loss: 0.0309916 | val_loss: 0.0313386 | Time: 1592.71 ms
[2021-09-16 13:07:55 main:574] : INFO : Epoch 1944 | loss: 0.0309892 | val_loss: 0.031331 | Time: 1558.63 ms
[2021-09-16 13:07:57 main:574] : INFO : Epoch 1945 | loss: 0.0309816 | val_loss: 0.0313174 | Time: 1485.93 ms
[2021-09-16 13:07:58 main:574] : INFO : Epoch 1946 | loss: 0.0309828 | val_loss: 0.0313008 | Time: 1523.92 ms
[2021-09-16 13:08:00 main:574] : INFO : Epoch 1947 | loss: 0.0309825 | val_loss: 0.031334 | Time: 1537.29 ms
[2021-09-16 13:08:02 main:574] : INFO : Epoch 1948 | loss: 0.0309832 | val_loss: 0.0313128 | Time: 1563.09 ms
[2021-09-16 13:08:03 main:574] : INFO : Epoch 1949 | loss: 0.0309859 | val_loss: 0.0312987 | Time: 1519.38 ms
[2021-09-16 13:08:05 main:574] : INFO : Epoch 1950 | loss: 0.0309847 | val_loss: 0.0313123 | Time: 1475.72 ms
[2021-09-16 13:08:07 main:574] : INFO : Epoch 1951 | loss: 0.0309852 | val_loss: 0.0313251 | Time: 1491.7 ms
[2021-09-16 13:08:08 main:574] : INFO : Epoch 1952 | loss: 0.0309896 | val_loss: 0.0313437 | Time: 1507.66 ms
[2021-09-16 13:08:11 main:574] : INFO : Epoch 1953 | loss: 0.0309864 | val_loss: 0.031326 | Time: 1528.86 ms
[2021-09-16 13:08:13 main:574] : INFO : Epoch 1954 | loss: 0.0309802 | val_loss: 0.0313117 | Time: 1500.37 ms
[2021-09-16 13:08:15 main:574] : INFO : Epoch 1955 | loss: 0.0309909 | val_loss: 0.0313105 | Time: 1492.2 ms
[2021-09-16 13:08:16 main:574] : INFO : Epoch 1956 | loss: 0.0309921 | val_loss: 0.0313263 | Time: 1528.71 ms
[2021-09-16 13:08:18 main:574] : INFO : Epoch 1957 | loss: 0.030992 | val_loss: 0.0313543 | Time: 1542.44 ms
[2021-09-16 13:08:20 main:574] : INFO : Epoch 1958 | loss: 0.0309932 | val_loss: 0.03131 | Time: 1519.85 ms
[2021-09-16 13:08:23 main:574] : INFO : Epoch 1959 | loss: 0.0309895 | val_loss: 0.0313227 | Time: 1487.57 ms
[2021-09-16 13:08:24 main:574] : INFO : Epoch 1960 | loss: 0.0309822 | val_loss: 0.0313223 | Time: 1528.16 ms
[2021-09-16 13:08:26 main:574] : INFO : Epoch 1961 | loss: 0.030982 | val_loss: 0.0313513 | Time: 1517.51 ms
[2021-09-16 13:08:28 main:574] : INFO : Epoch 1962 | loss: 0.0309872 | val_loss: 0.0313225 | Time: 1541.87 ms
[2021-09-16 13:08:29 main:574] : INFO : Epoch 1963 | loss: 0.030992 | val_loss: 0.0313202 | Time: 1507.69 ms
[2021-09-16 13:08:31 main:574] : INFO : Epoch 1964 | loss: 0.030988 | val_loss: 0.0313154 | Time: 1474.27 ms
[2021-09-16 13:08:33 main:574] : INFO : Epoch 1965 | loss: 0.030995 | val_loss: 0.0312879 | Time: 1523.66 ms
[2021-09-16 13:08:34 main:574] : INFO : Epoch 1966 | loss: 0.0309888 | val_loss: 0.0313346 | Time: 1525.01 ms
[2021-09-16 13:08:36 main:574] : INFO : Epoch 1967 | loss: 0.0309877 | val_loss: 0.031327 | Time: 1542.65 ms
[2021-09-16 13:08:37 main:574] : INFO : Epoch 1968 | loss: 0.0309876 | val_loss: 0.0313364 | Time: 1500.79 ms
[2021-09-16 13:08:39 main:574] : INFO : Epoch 1969 | loss: 0.0309866 | val_loss: 0.0313064 | Time: 1490 ms
[2021-09-16 13:08:41 main:574] : INFO : Epoch 1970 | loss: 0.0309822 | val_loss: 0.0313224 | Time: 1512.66 ms
[2021-09-16 13:08:42 main:574] : INFO : Epoch 1971 | loss: 0.030986 | val_loss: 0.0313797 | Time: 1508.73 ms
[2021-09-16 13:08:44 main:574] : INFO : Epoch 1972 | loss: 0.0309935 | val_loss: 0.0313149 | Time: 1514.72 ms
[2021-09-16 13:08:46 main:574] : INFO : Epoch 1973 | loss: 0.0309883 | val_loss: 0.0313504 | Time: 1502.05 ms
[2021-09-16 13:08:48 main:574] : INFO : Epoch 1974 | loss: 0.0309865 | val_loss: 0.031325 | Time: 1552.43 ms
[2021-09-16 13:08:50 main:574] : INFO : Epoch 1975 | loss: 0.0309838 | val_loss: 0.0312867 | Time: 1526.76 ms
[2021-09-16 13:08:52 main:574] : INFO : Epoch 1976 | loss: 0.0309816 | val_loss: 0.0313219 | Time: 1487.71 ms
[2021-09-16 13:08:53 main:574] : INFO : Epoch 1977 | loss: 0.0309861 | val_loss: 0.031333 | Time: 1501.87 ms
[2021-09-16 13:08:55 main:574] : INFO : Epoch 1978 | loss: 0.0309845 | val_loss: 0.0313238 | Time: 1539.32 ms
[2021-09-16 13:08:58 main:574] : INFO : Epoch 1979 | loss: 0.0309886 | val_loss: 0.0313161 | Time: 1508.14 ms
[2021-09-16 13:08:59 main:574] : INFO : Epoch 1980 | loss: 0.0309841 | val_loss: 0.0313311 | Time: 1526.03 ms
[2021-09-16 13:09:01 main:574] : INFO : Epoch 1981 | loss: 0.0309836 | val_loss: 0.0312934 | Time: 1511.8 ms
[2021-09-16 13:09:03 main:574] : INFO : Epoch 1982 | loss: 0.0309849 | val_loss: 0.0313295 | Time: 1528.89 ms
[2021-09-16 13:09:04 main:574] : INFO : Epoch 1983 | loss: 0.0309874 | val_loss: 0.0313115 | Time: 1540.45 ms
[2021-09-16 13:09:06 main:574] : INFO : Epoch 1984 | loss: 0.0309915 | val_loss: 0.0313321 | Time: 1555.87 ms
[2021-09-16 13:09:08 main:574] : INFO : Epoch 1985 | loss: 0.0309874 | val_loss: 0.0313422 | Time: 1471.1 ms
[2021-09-16 13:09:09 main:574] : INFO : Epoch 1986 | loss: 0.0309817 | val_loss: 0.031376 | Time: 1473.03 ms
[2021-09-16 13:09:11 main:574] : INFO : Epoch 1987 | loss: 0.0309846 | val_loss: 0.0313586 | Time: 1519.75 ms
[2021-09-16 13:09:13 main:574] : INFO : Epoch 1988 | loss: 0.0309855 | val_loss: 0.0313383 | Time: 1518.9 ms
[2021-09-16 13:09:14 main:574] : INFO : Epoch 1989 | loss: 0.0309911 | val_loss: 0.031328 | Time: 1550.3 ms
[2021-09-16 13:09:16 main:574] : INFO : Epoch 1990 | loss: 0.0309887 | val_loss: 0.0313422 | Time: 1497.88 ms
[2021-09-16 13:09:17 main:574] : INFO : Epoch 1991 | loss: 0.0309767 | val_loss: 0.0313412 | Time: 1494.66 ms
[2021-09-16 13:09:19 main:574] : INFO : Epoch 1992 | loss: 0.0309772 | val_loss: 0.0313208 | Time: 1518.76 ms
[2021-09-16 13:09:20 main:574] : INFO : Epoch 1993 | loss: 0.0309836 | val_loss: 0.0312984 | Time: 1536.7 ms
[2021-09-16 13:09:22 main:574] : INFO : Epoch 1994 | loss: 0.0309907 | val_loss: 0.0313022 | Time: 1526.14 ms
[2021-09-16 13:09:24 main:574] : INFO : Epoch 1995 | loss: 0.0309846 | val_loss: 0.0313429 | Time: 1486.1 ms
[2021-09-16 13:09:26 main:574] : INFO : Epoch 1996 | loss: 0.0309843 | val_loss: 0.0313254 | Time: 1478.96 ms
[2021-09-16 13:09:27 main:574] : INFO : Epoch 1997 | loss: 0.0309958 | val_loss: 0.0313133 | Time: 1532.15 ms
[2021-09-16 13:09:29 main:574] : INFO : Epoch 1998 | loss: 0.0310003 | val_loss: 0.0313214 | Time: 1603.55 ms
[2021-09-16 13:09:30 main:574] : INFO : Epoch 1999 | loss: 0.0309915 | val_loss: 0.0313221 | Time: 1529.95 ms
[2021-09-16 13:09:32 main:574] : INFO : Epoch 2000 | loss: 0.0309956 | val_loss: 0.0313382 | Time: 1508.79 ms
[2021-09-16 13:09:34 main:574] : INFO : Epoch 2001 | loss: 0.0309848 | val_loss: 0.0313261 | Time: 1472.92 ms
[2021-09-16 13:09:35 main:574] : INFO : Epoch 2002 | loss: 0.0309822 | val_loss: 0.0313104 | Time: 1500.94 ms
[2021-09-16 13:09:37 main:574] : INFO : Epoch 2003 | loss: 0.0309868 | val_loss: 0.0313101 | Time: 1558.45 ms
[2021-09-16 13:09:39 main:574] : INFO : Epoch 2004 | loss: 0.0309905 | val_loss: 0.0313132 | Time: 1552.03 ms
[2021-09-16 13:09:40 main:574] : INFO : Epoch 2005 | loss: 0.030986 | val_loss: 0.031348 | Time: 1546.48 ms
[2021-09-16 13:09:42 main:574] : INFO : Epoch 2006 | loss: 0.0309867 | val_loss: 0.0313186 | Time: 1489.85 ms
[2021-09-16 13:09:43 main:574] : INFO : Epoch 2007 | loss: 0.0309809 | val_loss: 0.0313017 | Time: 1504.63 ms
[2021-09-16 13:09:45 main:574] : INFO : Epoch 2008 | loss: 0.0309828 | val_loss: 0.0313257 | Time: 1553.14 ms
[2021-09-16 13:09:47 main:574] : INFO : Epoch 2009 | loss: 0.0309825 | val_loss: 0.0313242 | Time: 1538.22 ms
[2021-09-16 13:09:48 main:574] : INFO : Epoch 2010 | loss: 0.0309871 | val_loss: 0.0313044 | Time: 1524.18 ms
[2021-09-16 13:09:50 main:574] : INFO : Epoch 2011 | loss: 0.03099 | val_loss: 0.0313207 | Time: 1494.55 ms
[2021-09-16 13:09:52 main:574] : INFO : Epoch 2012 | loss: 0.0309882 | val_loss: 0.0313449 | Time: 1481.98 ms
[2021-09-16 13:09:53 main:574] : INFO : Epoch 2013 | loss: 0.0309871 | val_loss: 0.0313119 | Time: 1537.05 ms
[2021-09-16 13:09:55 main:574] : INFO : Epoch 2014 | loss: 0.0309823 | val_loss: 0.0313253 | Time: 1549.94 ms
[2021-09-16 13:09:56 main:574] : INFO : Epoch 2015 | loss: 0.0309897 | val_loss: 0.03131 | Time: 1520.7 ms
[2021-09-16 13:09:58 main:574] : INFO : Epoch 2016 | loss: 0.0309962 | val_loss: 0.0313015 | Time: 1507.83 ms
[2021-09-16 13:10:00 main:574] : INFO : Epoch 2017 | loss: 0.0309937 | val_loss: 0.0313191 | Time: 1474.22 ms
[2021-09-16 13:10:01 main:574] : INFO : Epoch 2018 | loss: 0.0309922 | val_loss: 0.0313137 | Time: 1505.72 ms
[2021-09-16 13:10:03 main:574] : INFO : Epoch 2019 | loss: 0.0309889 | val_loss: 0.0313366 | Time: 1556.74 ms
[2021-09-16 13:10:05 main:574] : INFO : Epoch 2020 | loss: 0.0309904 | val_loss: 0.0313334 | Time: 1531.73 ms
[2021-09-16 13:10:06 main:574] : INFO : Epoch 2021 | loss: 0.0309922 | val_loss: 0.0313087 | Time: 1492.06 ms
[2021-09-16 13:10:08 main:574] : INFO : Epoch 2022 | loss: 0.0309885 | val_loss: 0.0313261 | Time: 1487.76 ms
[2021-09-16 13:10:10 main:574] : INFO : Epoch 2023 | loss: 0.0309822 | val_loss: 0.0313408 | Time: 1495.8 ms
[2021-09-16 13:10:12 main:574] : INFO : Epoch 2024 | loss: 0.0309874 | val_loss: 0.0313119 | Time: 1510.9 ms
[2021-09-16 13:10:14 main:574] : INFO : Epoch 2025 | loss: 0.0309904 | val_loss: 0.0313204 | Time: 1483.76 ms
[2021-09-16 13:10:16 main:574] : INFO : Epoch 2026 | loss: 0.0309848 | val_loss: 0.0313306 | Time: 1522.68 ms
[2021-09-16 13:10:17 main:574] : INFO : Epoch 2027 | loss: 0.0309792 | val_loss: 0.0313182 | Time: 1522.7 ms
[2021-09-16 13:10:19 main:574] : INFO : Epoch 2028 | loss: 0.0309852 | val_loss: 0.0313425 | Time: 1548.59 ms
[2021-09-16 13:10:21 main:574] : INFO : Epoch 2029 | loss: 0.0309913 | val_loss: 0.0313009 | Time: 1536.33 ms
[2021-09-16 13:10:22 main:574] : INFO : Epoch 2030 | loss: 0.0309929 | val_loss: 0.0312973 | Time: 1497.89 ms
[2021-09-16 13:10:24 main:574] : INFO : Epoch 2031 | loss: 0.0309976 | val_loss: 0.0313348 | Time: 1517.42 ms
[2021-09-16 13:10:25 main:574] : INFO : Epoch 2032 | loss: 0.0309925 | val_loss: 0.0313028 | Time: 1538.04 ms
[2021-09-16 13:10:27 main:574] : INFO : Epoch 2033 | loss: 0.0309896 | val_loss: 0.0313323 | Time: 1529.28 ms
[2021-09-16 13:10:29 main:574] : INFO : Epoch 2034 | loss: 0.0309784 | val_loss: 0.0313307 | Time: 1546.52 ms
[2021-09-16 13:10:30 main:574] : INFO : Epoch 2035 | loss: 0.0309802 | val_loss: 0.0313312 | Time: 1493.54 ms
[2021-09-16 13:10:32 main:574] : INFO : Epoch 2036 | loss: 0.0309884 | val_loss: 0.0312934 | Time: 1526.26 ms
[2021-09-16 13:10:33 main:574] : INFO : Epoch 2037 | loss: 0.0309892 | val_loss: 0.0313025 | Time: 1550.47 ms
[2021-09-16 13:10:35 main:574] : INFO : Epoch 2038 | loss: 0.0309798 | val_loss: 0.0313182 | Time: 1600.6 ms
[2021-09-16 13:10:37 main:574] : INFO : Epoch 2039 | loss: 0.030979 | val_loss: 0.0312999 | Time: 1528.35 ms
[2021-09-16 13:10:38 main:574] : INFO : Epoch 2040 | loss: 0.0309808 | val_loss: 0.031339 | Time: 1485.51 ms
[2021-09-16 13:10:40 main:574] : INFO : Epoch 2041 | loss: 0.0309752 | val_loss: 0.0313306 | Time: 1494.67 ms
[2021-09-16 13:10:42 main:574] : INFO : Epoch 2042 | loss: 0.0309804 | val_loss: 0.0313373 | Time: 1523.63 ms
[2021-09-16 13:10:43 main:574] : INFO : Epoch 2043 | loss: 0.0309914 | val_loss: 0.0313169 | Time: 1529.11 ms
[2021-09-16 13:10:45 main:574] : INFO : Epoch 2044 | loss: 0.0309796 | val_loss: 0.0313491 | Time: 1523.83 ms
[2021-09-16 13:10:47 main:574] : INFO : Epoch 2045 | loss: 0.0309867 | val_loss: 0.0313224 | Time: 1491.23 ms
[2021-09-16 13:10:48 main:574] : INFO : Epoch 2046 | loss: 0.0309918 | val_loss: 0.0313097 | Time: 1505.85 ms
[2021-09-16 13:10:50 main:574] : INFO : Epoch 2047 | loss: 0.0309977 | val_loss: 0.0313191 | Time: 1509.48 ms
[2021-09-16 13:10:52 main:574] : INFO : Epoch 2048 | loss: 0.0309939 | val_loss: 0.031314 | Time: 1563.18 ms
[2021-09-16 13:10:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031314
[2021-09-16 13:10:52 main:603] : INFO : Saving end state to config to file
[2021-09-16 13:10:52 main:608] : INFO : Success, exiting..
13:10:52 (10064): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)