Task 7676606
| Name | ParityModified-1631728149-29541-2_0 |
| Workunit | 5325519 |
| Created | 28 Sep 2021, 14:35:13 UTC |
| Sent | 6 Oct 2021, 9:58:46 UTC |
| Report deadline | 13 Oct 2021, 9:58:46 UTC |
| Received | 7 Oct 2021, 1:02:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 3 sec |
| CPU time | 49 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,566.90 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.41 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 02 main:581] : INFO : Epoch 1538 | loss: 0.0311115 | val_loss: 0.0311261 | Time: 1441.8 ms [2021-10-06 19:50:04 main:581] : INFO : Epoch 1539 | loss: 0.0311105 | val_loss: 0.0311282 | Time: 1453.78 ms [2021-10-06 19:50:05 main:581] : INFO : Epoch 1540 | loss: 0.0311097 | val_loss: 0.0311245 | Time: 1449.91 ms [2021-10-06 19:50:07 main:581] : INFO : Epoch 1541 | loss: 0.0311044 | val_loss: 0.0311247 | Time: 1458.2 ms [2021-10-06 19:50:08 main:581] : INFO : Epoch 1542 | loss: 0.0311026 | val_loss: 0.0311259 | Time: 1432.89 ms [2021-10-06 19:50:09 main:581] : INFO : Epoch 1543 | loss: 0.0311009 | val_loss: 0.0311248 | Time: 1455.3 ms [2021-10-06 19:50:11 main:581] : INFO : Epoch 1544 | loss: 0.0311004 | val_loss: 0.031125 | Time: 1456.73 ms [2021-10-06 19:50:12 main:581] : INFO : Epoch 1545 | loss: 0.0310992 | val_loss: 0.0311231 | Time: 1462.12 ms [2021-10-06 19:50:14 main:581] : INFO : Epoch 1546 | loss: 0.0310977 | val_loss: 0.0311224 | Time: 1462.04 ms [2021-10-06 19:50:15 main:581] : INFO : Epoch 1547 | loss: 0.0310974 | val_loss: 0.0311252 | Time: 1488.89 ms [2021-10-06 19:50:17 main:581] : INFO : Epoch 1548 | loss: 0.0310978 | val_loss: 0.0311257 | Time: 1464.2 ms [2021-10-06 19:50:18 main:581] : INFO : Epoch 1549 | loss: 0.0310952 | val_loss: 0.0311252 | Time: 1463.17 ms [2021-10-06 19:50:20 main:581] : INFO : Epoch 1550 | loss: 0.0310919 | val_loss: 0.0311187 | Time: 1463.35 ms [2021-10-06 19:50:21 main:581] : INFO : Epoch 1551 | loss: 0.0310918 | val_loss: 0.0311231 | Time: 1454.44 ms [2021-10-06 19:50:23 main:581] : INFO : Epoch 1552 | loss: 0.0310907 | val_loss: 0.0311198 | Time: 1449.38 ms [2021-10-06 19:50:24 main:581] : INFO : Epoch 1553 | loss: 0.0310903 | val_loss: 0.0311225 | Time: 1458.78 ms [2021-10-06 19:50:26 main:581] : INFO : Epoch 1554 | loss: 0.0310929 | val_loss: 0.0311201 | Time: 1472.83 ms [2021-10-06 19:50:27 main:581] : INFO : Epoch 1555 | loss: 0.0310935 | val_loss: 0.0311184 | Time: 1459.63 ms [2021-10-06 19:50:28 main:581] : INFO : Epoch 1556 | loss: 0.0310916 | val_loss: 0.0311222 | Time: 1476.34 ms [2021-10-06 19:50:30 main:581] : INFO : Epoch 1557 | loss: 0.0310928 | val_loss: 0.0311204 | Time: 1470.16 ms [2021-10-06 19:50:31 main:581] : INFO : Epoch 1558 | loss: 0.0310892 | val_loss: 0.031128 | Time: 1447.39 ms [2021-10-06 19:50:33 main:581] : INFO : Epoch 1559 | loss: 0.0310896 | val_loss: 0.0311189 | Time: 1465.7 ms [2021-10-06 19:50:34 main:581] : INFO : Epoch 1560 | loss: 0.031084 | val_loss: 0.0311153 | Time: 1452.72 ms [2021-10-06 19:50:36 main:581] : INFO : Epoch 1561 | loss: 0.031085 | val_loss: 0.0311177 | Time: 1446.93 ms [2021-10-06 19:50:37 main:581] : INFO : Epoch 1562 | loss: 0.0310833 | val_loss: 0.0311189 | Time: 1448.68 ms [2021-10-06 19:50:39 main:581] : INFO : Epoch 1563 | loss: 0.0310833 | val_loss: 0.0311189 | Time: 1457.09 ms [2021-10-06 19:50:40 main:581] : INFO : Epoch 1564 | loss: 0.0310898 | val_loss: 0.0311232 | Time: 1443.1 ms [2021-10-06 19:50:42 main:581] : INFO : Epoch 1565 | loss: 0.0310954 | val_loss: 0.0311217 | Time: 1448.02 ms [2021-10-06 19:50:43 main:581] : INFO : Epoch 1566 | loss: 0.031092 | val_loss: 0.0311163 | Time: 1456.96 ms [2021-10-06 19:50:44 main:581] : INFO : Epoch 1567 | loss: 0.0310891 | val_loss: 0.0311174 | Time: 1471.78 ms [2021-10-06 19:50:46 main:581] : INFO : Epoch 1568 | loss: 0.0310881 | val_loss: 0.0311177 | Time: 1448.46 ms [2021-10-06 19:50:47 main:581] : INFO : Epoch 1569 | loss: 0.0310875 | val_loss: 0.0311271 | Time: 1470.38 ms [2021-10-06 19:50:49 main:581] : INFO : Epoch 1570 | loss: 0.0310891 | val_loss: 0.0311163 | Time: 1453.06 ms [2021-10-06 19:50:50 main:581] : INFO : Epoch 1571 | loss: 0.0310877 | val_loss: 0.031118 | Time: 1460.1 ms [2021-10-06 19:50:52 main:581] : INFO : Epoch 1572 | loss: 0.0310882 | val_loss: 0.0311157 | Time: 1461.19 ms [2021-10-06 19:50:53 main:581] : INFO : Epoch 1573 | loss: 0.0310869 | val_loss: 0.0311167 | Time: 1450.68 ms [2021-10-06 19:50:55 main:581] : INFO : Epoch 1574 | loss: 0.0310872 | val_loss: 0.0311134 | Time: 1462.08 ms [2021-10-06 19:50:56 main:581] : INFO : Epoch 1575 | loss: 0.0310886 | val_loss: 0.0311153 | Time: 1465.62 ms [2021-10-06 19:50:58 main:581] : INFO : Epoch 1576 | loss: 0.0310899 | val_loss: 0.03112 | Time: 1467.8 ms [2021-10-06 19:50:59 main:581] : INFO : Epoch 1577 | loss: 0.0310852 | val_loss: 0.0311178 | Time: 1458.19 ms [2021-10-06 19:51:01 main:581] : INFO : Epoch 1578 | loss: 0.0310827 | val_loss: 0.0311173 | Time: 1455.86 ms [2021-10-06 19:51:02 main:581] : INFO : Epoch 1579 | loss: 0.0310843 | val_loss: 0.031118 | Time: 1466.25 ms [2021-10-06 19:51:03 main:581] : INFO : Epoch 1580 | loss: 0.0310843 | val_loss: 0.0311204 | Time: 1460.11 ms [2021-10-06 19:51:05 main:581] : INFO : Epoch 1581 | loss: 0.0310847 | val_loss: 0.0311173 | Time: 1465.12 ms [2021-10-06 19:51:06 main:581] : INFO : Epoch 1582 | loss: 0.0310827 | val_loss: 0.0311205 | Time: 1477.08 ms [2021-10-06 19:51:08 main:581] : INFO : Epoch 1583 | loss: 0.0310818 | val_loss: 0.0311216 | Time: 1442.55 ms [2021-10-06 19:51:09 main:581] : INFO : Epoch 1584 | loss: 0.0310838 | val_loss: 0.0311266 | Time: 1458.3 ms [2021-10-06 19:51:11 main:581] : INFO : Epoch 1585 | loss: 0.0310794 | val_loss: 0.0311223 | Time: 1446.76 ms [2021-10-06 19:51:12 main:581] : INFO : Epoch 1586 | loss: 0.0310808 | val_loss: 0.0311193 | Time: 1494.38 ms [2021-10-06 19:51:14 main:581] : INFO : Epoch 1587 | loss: 0.0310894 | val_loss: 0.0311205 | Time: 1478.8 ms [2021-10-06 19:51:15 main:581] : INFO : Epoch 1588 | loss: 0.0310863 | val_loss: 0.0311191 | Time: 1433.65 ms [2021-10-06 19:51:17 main:581] : INFO : Epoch 1589 | loss: 0.0310835 | val_loss: 0.0311205 | Time: 1458.4 ms [2021-10-06 19:51:18 main:581] : INFO : Epoch 1590 | loss: 0.0310863 | val_loss: 0.0311223 | Time: 1482.17 ms [2021-10-06 19:51:20 main:581] : INFO : Epoch 1591 | loss: 0.0310844 | val_loss: 0.0311248 | Time: 1472.58 ms [2021-10-06 19:51:21 main:581] : INFO : Epoch 1592 | loss: 0.0310837 | val_loss: 0.0311249 | Time: 1499.68 ms [2021-10-06 19:51:23 main:581] : INFO : Epoch 1593 | loss: 0.0310836 | val_loss: 0.0311211 | Time: 1492.09 ms [2021-10-06 19:51:24 main:581] : INFO : Epoch 1594 | loss: 0.0310803 | val_loss: 0.0311246 | Time: 1472.49 ms [2021-10-06 19:51:26 main:581] : INFO : Epoch 1595 | loss: 0.0310801 | val_loss: 0.0311241 | Time: 1483.59 ms [2021-10-06 19:51:27 main:581] : INFO : Epoch 1596 | loss: 0.0310786 | val_loss: 0.0311211 | Time: 1469.67 ms [2021-10-06 19:51:28 main:581] : INFO : Epoch 1597 | loss: 0.0310786 | val_loss: 0.0311256 | Time: 1453.71 ms [2021-10-06 19:51:30 main:581] : INFO : Epoch 1598 | loss: 0.0310886 | val_loss: 0.0311224 | Time: 1473.64 ms [2021-10-06 19:51:31 main:581] : INFO : Epoch 1599 | loss: 0.0310891 | val_loss: 0.0311239 | Time: 1455.06 ms [2021-10-06 19:51:33 main:581] : INFO : Epoch 1600 | loss: 0.031088 | val_loss: 0.0311228 | Time: 1489.69 ms [2021-10-06 19:51:34 main:581] : INFO : Epoch 1601 | loss: 0.0310875 | val_loss: 0.0311214 | Time: 1469.05 ms [2021-10-06 19:51:36 main:581] : INFO : Epoch 1602 | loss: 0.0310854 | val_loss: 0.0311234 | Time: 1473.36 ms [2021-10-06 19:51:37 main:581] : INFO : Epoch 1603 | loss: 0.031084 | val_loss: 0.0311166 | Time: 1446.88 ms [2021-10-06 19:51:39 main:581] : INFO : Epoch 1604 | loss: 0.0310822 | val_loss: 0.0311154 | Time: 1456.64 ms [2021-10-06 19:51:40 main:581] : INFO : Epoch 1605 | loss: 0.0310833 | val_loss: 0.0311194 | Time: 1463.39 ms [2021-10-06 19:51:42 main:581] : INFO : Epoch 1606 | loss: 0.0310863 | val_loss: 0.0311177 | Time: 1469.78 ms [2021-10-06 19:51:43 main:581] : INFO : Epoch 1607 | loss: 0.0310884 | val_loss: 0.031122 | Time: 1445.81 ms [2021-10-06 19:51:45 main:581] : INFO : Epoch 1608 | loss: 0.0310861 | val_loss: 0.0311221 | Time: 1455.55 ms [2021-10-06 19:51:46 main:581] : INFO : Epoch 1609 | loss: 0.0310851 | val_loss: 0.0311212 | Time: 1464.37 ms [2021-10-06 19:51:47 main:581] : INFO : Epoch 1610 | loss: 0.0310844 | val_loss: 0.0311246 | Time: 1450.53 ms [2021-10-06 19:51:49 main:581] : INFO : Epoch 1611 | loss: 0.0310989 | val_loss: 0.0311289 | Time: 1478.68 ms [2021-10-06 19:51:50 main:581] : INFO : Epoch 1612 | loss: 0.0311011 | val_loss: 0.0311292 | Time: 1459.7 ms [2021-10-06 19:51:52 main:581] : INFO : Epoch 1613 | loss: 0.0310958 | val_loss: 0.0311227 | Time: 1462.56 ms [2021-10-06 19:51:53 main:581] : INFO : Epoch 1614 | loss: 0.0310925 | val_loss: 0.031126 | Time: 1457.23 ms [2021-10-06 19:51:55 main:581] : INFO : Epoch 1615 | loss: 0.0310926 | val_loss: 0.031123 | Time: 1463.77 ms [2021-10-06 19:51:56 main:581] : INFO : Epoch 1616 | loss: 0.0310898 | val_loss: 0.0311232 | Time: 1461.7 ms [2021-10-06 19:51:58 main:581] : INFO : Epoch 1617 | loss: 0.0310891 | val_loss: 0.0311229 | Time: 1443.22 ms [2021-10-06 19:51:59 main:581] : INFO : Epoch 1618 | loss: 0.0310889 | val_loss: 0.0311169 | Time: 1472.1 ms [2021-10-06 19:52:01 main:581] : INFO : Epoch 1619 | loss: 0.0310924 | val_loss: 0.0311191 | Time: 1450.74 ms [2021-10-06 19:52:02 main:581] : INFO : Epoch 1620 | loss: 0.0310933 | val_loss: 0.0311184 | Time: 1448.89 ms [2021-10-06 19:52:04 main:581] : INFO : Epoch 1621 | loss: 0.0310912 | val_loss: 0.0311153 | Time: 1449.01 ms [2021-10-06 19:52:05 main:581] : INFO : Epoch 1622 | loss: 0.0310892 | val_loss: 0.0311179 | Time: 1446.64 ms [2021-10-06 19:52:06 main:581] : INFO : Epoch 1623 | loss: 0.031086 | val_loss: 0.0311219 | Time: 1458.06 ms [2021-10-06 19:52:08 main:581] : INFO : Epoch 1624 | loss: 0.0310853 | val_loss: 0.0311212 | Time: 1431.89 ms [2021-10-06 19:52:09 main:581] : INFO : Epoch 1625 | loss: 0.0310929 | val_loss: 0.0311294 | Time: 1463.45 ms [2021-10-06 19:52:11 main:581] : INFO : Epoch 1626 | loss: 0.0310929 | val_loss: 0.0311311 | Time: 1461.45 ms [2021-10-06 19:52:12 main:581] : INFO : Epoch 1627 | loss: 0.0310914 | val_loss: 0.0311283 | Time: 1441.31 ms [2021-10-06 19:52:14 main:581] : INFO : Epoch 1628 | loss: 0.0310905 | val_loss: 0.0311245 | Time: 1461.72 ms [2021-10-06 19:52:15 main:581] : INFO : Epoch 1629 | loss: 0.0310874 | val_loss: 0.0311212 | Time: 1469.64 ms [2021-10-06 19:52:17 main:581] : INFO : Epoch 1630 | loss: 0.0310861 | val_loss: 0.0311187 | Time: 1461.26 ms [2021-10-06 19:52:18 main:581] : INFO : Epoch 1631 | loss: 0.0310911 | val_loss: 0.0311268 | Time: 1466.66 ms [2021-10-06 19:52:20 main:581] : INFO : Epoch 1632 | loss: 0.0311022 | val_loss: 0.0311267 | Time: 1442.59 ms [2021-10-06 19:52:21 main:581] : INFO : Epoch 1633 | loss: 0.0311049 | val_loss: 0.0311249 | Time: 1449.73 ms [2021-10-06 19:52:22 main:581] : INFO : Epoch 1634 | loss: 0.0311018 | val_loss: 0.0311242 | Time: 1472.71 ms [2021-10-06 19:52:24 main:581] : INFO : Epoch 1635 | loss: 0.0310973 | val_loss: 0.0311184 | Time: 1474.02 ms [2021-10-06 19:52:25 main:581] : INFO : Epoch 1636 | loss: 0.0310926 | val_loss: 0.0311193 | Time: 1437.74 ms [2021-10-06 19:52:27 main:581] : INFO : Epoch 1637 | loss: 0.0310887 | val_loss: 0.0311214 | Time: 1449.68 ms [2021-10-06 19:52:28 main:581] : INFO : Epoch 1638 | loss: 0.0310886 | val_loss: 0.0311188 | Time: 1495.37 ms [2021-10-06 19:52:30 main:581] : INFO : Epoch 1639 | loss: 0.031088 | val_loss: 0.031119 | Time: 1467.38 ms [2021-10-06 19:52:31 main:581] : INFO : Epoch 1640 | loss: 0.0310882 | val_loss: 0.0311225 | Time: 1473.62 ms [2021-10-06 19:52:33 main:581] : INFO : Epoch 1641 | loss: 0.0310886 | val_loss: 0.0311299 | Time: 1456.7 ms [2021-10-06 19:52:34 main:581] : INFO : Epoch 1642 | loss: 0.0310964 | val_loss: 0.0311285 | Time: 1477.65 ms [2021-10-06 19:52:36 main:581] : INFO : Epoch 1643 | loss: 0.0310987 | val_loss: 0.0311282 | Time: 1468.38 ms [2021-10-06 19:52:37 main:581] : INFO : Epoch 1644 | loss: 0.0310967 | val_loss: 0.0311209 | Time: 1447.3 ms [2021-10-06 19:52:39 main:581] : INFO : Epoch 1645 | loss: 0.0310942 | val_loss: 0.0311267 | Time: 1443.04 ms [2021-10-06 19:52:40 main:581] : INFO : Epoch 1646 | loss: 0.0310933 | val_loss: 0.0311309 | Time: 1443.45 ms [2021-10-06 19:52:41 main:581] : INFO : Epoch 1647 | loss: 0.0310947 | val_loss: 0.031132 | Time: 1463.34 ms [2021-10-06 19:52:43 main:581] : INFO : Epoch 1648 | loss: 0.031106 | val_loss: 0.031127 | Time: 1433.8 ms [2021-10-06 19:52:44 main:581] : INFO : Epoch 1649 | loss: 0.0311297 | val_loss: 0.0312104 | Time: 1417.87 ms [2021-10-06 19:52:46 main:581] : INFO : Epoch 1650 | loss: 0.0374656 | val_loss: 0.0488398 | Time: 1440.17 ms [2021-10-06 19:52:47 main:581] : INFO : Epoch 1651 | loss: 0.0372157 | val_loss: 0.0323545 | Time: 1466.11 ms [2021-10-06 19:52:49 main:581] : INFO : Epoch 1652 | loss: 0.0315952 | val_loss: 0.0313568 | Time: 1456.54 ms [2021-10-06 19:52:50 main:581] : INFO : Epoch 1653 | loss: 0.0312775 | val_loss: 0.0312161 | Time: 1472.56 ms [2021-10-06 19:52:52 main:581] : INFO : Epoch 1654 | loss: 0.0312014 | val_loss: 0.0311919 | Time: 1454.11 ms [2021-10-06 19:52:53 main:581] : INFO : Epoch 1655 | loss: 0.0311848 | val_loss: 0.0311815 | Time: 1495.92 ms [2021-10-06 19:52:55 main:581] : INFO : Epoch 1656 | loss: 0.0311796 | val_loss: 0.0311774 | Time: 1462.82 ms [2021-10-06 19:52:56 main:581] : INFO : Epoch 1657 | loss: 0.0311757 | val_loss: 0.0311756 | Time: 1476.46 ms [2021-10-06 19:52:58 main:581] : INFO : Epoch 1658 | loss: 0.0311722 | val_loss: 0.0311711 | Time: 1493.29 ms [2021-10-06 19:52:59 main:581] : INFO : Epoch 1659 | loss: 0.0311692 | val_loss: 0.0311669 | Time: 1484.67 ms [2021-10-06 19:53:00 main:581] : INFO : Epoch 1660 | loss: 0.0311616 | val_loss: 0.0311598 | Time: 1466.85 ms [2021-10-06 19:53:02 main:581] : INFO : Epoch 1661 | loss: 0.0311541 | val_loss: 0.0311542 | Time: 1452.02 ms [2021-10-06 19:53:03 main:581] : INFO : Epoch 1662 | loss: 0.0311508 | val_loss: 0.0311492 | Time: 1460.31 ms [2021-10-06 19:53:05 main:581] : INFO : Epoch 1663 | loss: 0.0311485 | val_loss: 0.031149 | Time: 1461.29 ms [2021-10-06 19:53:06 main:581] : INFO : Epoch 1664 | loss: 0.0311462 | val_loss: 0.0311479 | Time: 1456.83 ms [2021-10-06 19:53:08 main:581] : INFO : Epoch 1665 | loss: 0.031143 | val_loss: 0.0311451 | Time: 1451.72 ms [2021-10-06 19:53:09 main:581] : INFO : Epoch 1666 | loss: 0.0311398 | val_loss: 0.0311438 | Time: 1460.9 ms [2021-10-06 19:53:11 main:581] : INFO : Epoch 1667 | loss: 0.0311376 | val_loss: 0.0311424 | Time: 1474.56 ms [2021-10-06 19:53:12 main:581] : INFO : Epoch 1668 | loss: 0.0311366 | val_loss: 0.0311403 | Time: 1479.91 ms [2021-10-06 19:53:14 main:581] : INFO : Epoch 1669 | loss: 0.0311341 | val_loss: 0.0311408 | Time: 1453.17 ms [2021-10-06 19:53:15 main:581] : INFO : Epoch 1670 | loss: 0.0311331 | val_loss: 0.0311396 | Time: 1466.75 ms [2021-10-06 19:53:17 main:581] : INFO : Epoch 1671 | loss: 0.0311354 | val_loss: 0.0311461 | Time: 1453.38 ms [2021-10-06 19:53:18 main:581] : INFO : Epoch 1672 | loss: 0.0311369 | val_loss: 0.0311446 | Time: 1449.06 ms [2021-10-06 19:53:19 main:581] : INFO : Epoch 1673 | loss: 0.0311335 | val_loss: 0.031143 | Time: 1447.55 ms [2021-10-06 19:53:21 main:581] : INFO : Epoch 1674 | loss: 0.0311291 | val_loss: 0.0311406 | Time: 1447.82 ms [2021-10-06 19:53:22 main:581] : INFO : Epoch 1675 | loss: 0.0311255 | val_loss: 0.0311371 | Time: 1451.21 ms [2021-10-06 19:53:24 main:581] : INFO : Epoch 1676 | loss: 0.0311221 | val_loss: 0.0311351 | Time: 1480.22 ms [2021-10-06 19:53:25 main:581] : INFO : Epoch 1677 | loss: 0.0311207 | val_loss: 0.0311362 | Time: 1453.38 ms [2021-10-06 19:53:27 main:581] : INFO : Epoch 1678 | loss: 0.0311189 | val_loss: 0.0311312 | Time: 1464.94 ms [2021-10-06 19:53:28 main:581] : INFO : Epoch 1679 | loss: 0.0311168 | val_loss: 0.0311313 | Time: 1482.02 ms [2021-10-06 19:53:30 main:581] : INFO : Epoch 1680 | loss: 0.0311155 | val_loss: 0.0311309 | Time: 1477.72 ms [2021-10-06 19:53:31 main:581] : INFO : Epoch 1681 | loss: 0.0311152 | val_loss: 0.0311294 | Time: 1439.06 ms [2021-10-06 19:53:33 main:581] : INFO : Epoch 1682 | loss: 0.0311136 | val_loss: 0.0311347 | Time: 1473.27 ms [2021-10-06 19:53:34 main:581] : INFO : Epoch 1683 | loss: 0.0311193 | val_loss: 0.0311319 | Time: 1481.17 ms [2021-10-06 19:53:36 main:581] : INFO : Epoch 1684 | loss: 0.0311185 | val_loss: 0.03113 | Time: 1458.67 ms [2021-10-06 19:53:37 main:581] : INFO : Epoch 1685 | loss: 0.0311153 | val_loss: 0.0311245 | Time: 1453.47 ms [2021-10-06 19:53:38 main:581] : INFO : Epoch 1686 | loss: 0.0311108 | val_loss: 0.0311232 | Time: 1450.35 ms [2021-10-06 19:53:40 main:581] : INFO : Epoch 1687 | loss: 0.0311078 | val_loss: 0.0311225 | Time: 1430.12 ms [2021-10-06 19:53:41 main:581] : INFO : Epoch 1688 | loss: 0.0311074 | val_loss: 0.0311211 | Time: 1480.19 ms [2021-10-06 19:53:43 main:581] : INFO : Epoch 1689 | loss: 0.0311061 | val_loss: 0.0311179 | Time: 1481.62 ms [2021-10-06 19:53:44 main:581] : INFO : Epoch 1690 | loss: 0.0311055 | val_loss: 0.0311192 | Time: 1465.98 ms [2021-10-06 19:53:46 main:581] : INFO : Epoch 1691 | loss: 0.0311046 | val_loss: 0.0311183 | Time: 1471.92 ms [2021-10-06 19:53:47 main:581] : INFO : Epoch 1692 | loss: 0.0311025 | val_loss: 0.0311185 | Time: 1460.25 ms [2021-10-06 19:53:49 main:581] : INFO : Epoch 1693 | loss: 0.0310995 | val_loss: 0.031117 | Time: 1468.74 ms [2021-10-06 19:53:50 main:581] : INFO : Epoch 1694 | loss: 0.0310997 | val_loss: 0.0311178 | Time: 1455.19 ms [2021-10-06 19:53:52 main:581] : INFO : Epoch 1695 | loss: 0.0310991 | val_loss: 0.0311216 | Time: 1471.61 ms [2021-10-06 19:53:53 main:581] : INFO : Epoch 1696 | loss: 0.0310982 | val_loss: 0.0311207 | Time: 1463.06 ms [2021-10-06 19:53:55 main:581] : INFO : Epoch 1697 | loss: 0.0310974 | val_loss: 0.0311185 | Time: 1440.03 ms [2021-10-06 19:53:56 main:581] : INFO : Epoch 1698 | loss: 0.0310975 | val_loss: 0.0311206 | Time: 1471.41 ms [2021-10-06 19:53:57 main:581] : INFO : Epoch 1699 | loss: 0.0310978 | val_loss: 0.0311224 | Time: 1456.14 ms [2021-10-06 19:53:59 main:581] : INFO : Epoch 1700 | loss: 0.0310965 | val_loss: 0.0311183 | Time: 1454 ms [2021-10-06 19:54:00 main:581] : INFO : Epoch 1701 | loss: 0.0310968 | val_loss: 0.0311243 | Time: 1471.97 ms [2021-10-06 19:54:02 main:581] : INFO : Epoch 1702 | loss: 0.0310961 | val_loss: 0.0311229 | Time: 1491.04 ms [2021-10-06 19:54:03 main:581] : INFO : Epoch 1703 | loss: 0.0310937 | val_loss: 0.0311185 | Time: 1475.55 ms [2021-10-06 19:54:05 main:581] : INFO : Epoch 1704 | loss: 0.031094 | val_loss: 0.0311205 | Time: 1465.09 ms [2021-10-06 19:54:06 main:581] : INFO : Epoch 1705 | loss: 0.0310926 | val_loss: 0.0311212 | Time: 1470.85 ms [2021-10-06 19:54:08 main:581] : INFO : Epoch 1706 | loss: 0.0310941 | val_loss: 0.0311224 | Time: 1479.08 ms [2021-10-06 19:54:09 main:581] : INFO : Epoch 1707 | loss: 0.0310931 | val_loss: 0.0311195 | Time: 1453.76 ms [2021-10-06 19:54:11 main:581] : INFO : Epoch 1708 | loss: 0.0310917 | val_loss: 0.0311243 | Time: 1452.95 ms [2021-10-06 19:54:12 main:581] : INFO : Epoch 1709 | loss: 0.0310921 | val_loss: 0.0311199 | Time: 1477.92 ms [2021-10-06 19:54:14 main:581] : INFO : Epoch 1710 | loss: 0.0310907 | val_loss: 0.0311199 | Time: 1468.1 ms [2021-10-06 19:54:15 main:581] : INFO : Epoch 1711 | loss: 0.0310901 | val_loss: 0.0311182 | Time: 1452.35 ms [2021-10-06 19:54:17 main:581] : INFO : Epoch 1712 | loss: 0.0310918 | val_loss: 0.0311166 | Time: 1472.46 ms [2021-10-06 19:54:18 main:581] : INFO : Epoch 1713 | loss: 0.0310924 | val_loss: 0.0311203 | Time: 1454.9 ms [2021-10-06 19:54:19 main:581] : INFO : Epoch 1714 | loss: 0.0310927 | val_loss: 0.0311208 | Time: 1454.86 ms [2021-10-06 19:54:21 main:581] : INFO : Epoch 1715 | loss: 0.0310921 | val_loss: 0.0311196 | Time: 1446.3 ms [2021-10-06 19:54:22 main:581] : INFO : Epoch 1716 | loss: 0.0310896 | val_loss: 0.0311192 | Time: 1431.17 ms [2021-10-06 19:54:24 main:581] : INFO : Epoch 1717 | loss: 0.0310886 | val_loss: 0.0311191 | Time: 1453.95 ms [2021-10-06 19:54:25 main:581] : INFO : Epoch 1718 | loss: 0.0310892 | val_loss: 0.0311177 | Time: 1437.91 ms [2021-10-06 19:54:27 main:581] : INFO : Epoch 1719 | loss: 0.031088 | val_loss: 0.031116 | Time: 1455.62 ms [2021-10-06 19:54:28 main:581] : INFO : Epoch 1720 | loss: 0.0310866 | val_loss: 0.0311184 | Time: 1434.94 ms [2021-10-06 19:54:30 main:581] : INFO : Epoch 1721 | loss: 0.0310852 | val_loss: 0.031117 | Time: 1460.24 ms [2021-10-06 19:54:31 main:581] : INFO : Epoch 1722 | loss: 0.0310848 | val_loss: 0.0311183 | Time: 1451.53 ms [2021-10-06 19:54:33 main:581] : INFO : Epoch 1723 | loss: 0.0310883 | val_loss: 0.0311192 | Time: 1449.57 ms [2021-10-06 19:54:34 main:581] : INFO : Epoch 1724 | loss: 0.0310879 | val_loss: 0.0311177 | Time: 1457.86 ms [2021-10-06 19:54:35 main:581] : INFO : Epoch 1725 | loss: 0.0310878 | val_loss: 0.0311122 | Time: 1450.76 ms [2021-10-06 19:54:37 main:581] : INFO : Epoch 1726 | loss: 0.0310867 | val_loss: 0.0311156 | Time: 1441.91 ms [2021-10-06 19:54:38 main:581] : INFO : Epoch 1727 | loss: 0.0310854 | val_loss: 0.0311156 | Time: 1477.09 ms [2021-10-06 19:54:40 main:581] : INFO : Epoch 1728 | loss: 0.0310852 | val_loss: 0.0311131 | Time: 1435.48 ms [2021-10-06 19:54:41 main:581] : INFO : Epoch 1729 | loss: 0.0310881 | val_loss: 0.0311147 | Time: 1447.8 ms [2021-10-06 19:54:43 main:581] : INFO : Epoch 1730 | loss: 0.0310851 | val_loss: 0.0311174 | Time: 1460.61 ms [2021-10-06 19:54:44 main:581] : INFO : Epoch 1731 | loss: 0.0310861 | val_loss: 0.031117 | Time: 1473.58 ms [2021-10-06 19:54:46 main:581] : INFO : Epoch 1732 | loss: 0.0310846 | val_loss: 0.0311146 | Time: 1458.01 ms [2021-10-06 19:54:47 main:581] : INFO : Epoch 1733 | loss: 0.0310881 | val_loss: 0.0311197 | Time: 1443.27 ms [2021-10-06 19:54:49 main:581] : INFO : Epoch 1734 | loss: 0.0310963 | val_loss: 0.0311184 | Time: 1469.89 ms [2021-10-06 19:54:50 main:581] : INFO : Epoch 1735 | loss: 0.0310942 | val_loss: 0.0311175 | Time: 1446.54 ms [2021-10-06 19:54:51 main:581] : INFO : Epoch 1736 | loss: 0.0310974 | val_loss: 0.0311178 | Time: 1447.2 ms [2021-10-06 19:54:53 main:581] : INFO : Epoch 1737 | loss: 0.031102 | val_loss: 0.0311204 | Time: 1468.94 ms [2021-10-06 19:54:54 main:581] : INFO : Epoch 1738 | loss: 0.0310981 | val_loss: 0.0311223 | Time: 1438.21 ms [2021-10-06 19:54:56 main:581] : INFO : Epoch 1739 | loss: 0.0310959 | val_loss: 0.0311238 | Time: 1456.05 ms [2021-10-06 19:54:57 main:581] : INFO : Epoch 1740 | loss: 0.0310979 | val_loss: 0.0311269 | Time: 1472.9 ms [2021-10-06 19:54:59 main:581] : INFO : Epoch 1741 | loss: 0.0310981 | val_loss: 0.0311229 | Time: 1453.5 ms [2021-10-06 19:55:00 main:581] : INFO : Epoch 1742 | loss: 0.0310964 | val_loss: 0.031118 | Time: 1448.69 ms [2021-10-06 19:55:02 main:581] : INFO : Epoch 1743 | loss: 0.0310933 | val_loss: 0.0311141 | Time: 1485.63 ms [2021-10-06 19:55:03 main:581] : INFO : Epoch 1744 | loss: 0.0310919 | val_loss: 0.0311157 | Time: 1459.59 ms [2021-10-06 19:55:05 main:581] : INFO : Epoch 1745 | loss: 0.0310917 | val_loss: 0.0311202 | Time: 1452.83 ms [2021-10-06 19:55:06 main:581] : INFO : Epoch 1746 | loss: 0.0310903 | val_loss: 0.0311139 | Time: 1459.4 ms [2021-10-06 19:55:07 main:581] : INFO : Epoch 1747 | loss: 0.0310902 | val_loss: 0.0311168 | Time: 1469.49 ms [2021-10-06 19:55:09 main:581] : INFO : Epoch 1748 | loss: 0.0310973 | val_loss: 0.0311166 | Time: 1471.72 ms [2021-10-06 19:55:10 main:581] : INFO : Epoch 1749 | loss: 0.031093 | val_loss: 0.0311162 | Time: 1463.97 ms [2021-10-06 19:55:12 main:581] : INFO : Epoch 1750 | loss: 0.0310906 | val_loss: 0.0311157 | Time: 1453.25 ms [2021-10-06 19:55:13 main:581] : INFO : Epoch 1751 | loss: 0.0310876 | val_loss: 0.0311151 | Time: 1478.78 ms [2021-10-06 19:55:15 main:581] : INFO : Epoch 1752 | loss: 0.0310858 | val_loss: 0.0311163 | Time: 1439.59 ms [2021-10-06 19:55:16 main:581] : INFO : Epoch 1753 | loss: 0.031087 | val_loss: 0.0311232 | Time: 1451.28 ms [2021-10-06 19:55:18 main:581] : INFO : Epoch 1754 | loss: 0.031088 | val_loss: 0.0311133 | Time: 1444.57 ms [2021-10-06 19:55:19 main:581] : INFO : Epoch 1755 | loss: 0.0310844 | val_loss: 0.0311116 | Time: 1469.85 ms [2021-10-06 19:55:21 main:581] : INFO : Epoch 1756 | loss: 0.0310841 | val_loss: 0.0311122 | Time: 1470.4 ms [2021-10-06 19:55:22 main:581] : INFO : Epoch 1757 | loss: 0.031084 | val_loss: 0.0311103 | Time: 1475.03 ms [2021-10-06 19:55:24 main:581] : INFO : Epoch 1758 | loss: 0.0310837 | val_loss: 0.0311156 | Time: 1455.3 ms [2021-10-06 19:55:25 main:581] : INFO : Epoch 1759 | loss: 0.0310833 | val_loss: 0.031113 | Time: 1445.2 ms [2021-10-06 19:55:26 main:581] : INFO : Epoch 1760 | loss: 0.0310832 | val_loss: 0.0311152 | Time: 1465.88 ms [2021-10-06 19:55:28 main:581] : INFO : Epoch 1761 | loss: 0.0310814 | val_loss: 0.0311104 | Time: 1468.28 ms [2021-10-06 19:55:29 main:581] : INFO : Epoch 1762 | loss: 0.0310805 | val_loss: 0.0311125 | Time: 1455.25 ms [2021-10-06 19:55:31 main:581] : INFO : Epoch 1763 | loss: 0.0310796 | val_loss: 0.0311126 | Time: 1445.1 ms [2021-10-06 19:55:32 main:581] : INFO : Epoch 1764 | loss: 0.0310794 | val_loss: 0.0311103 | Time: 1451.28 ms [2021-10-06 19:55:34 main:581] : INFO : Epoch 1765 | loss: 0.0310831 | val_loss: 0.031113 | Time: 1444.79 ms [2021-10-06 19:55:35 main:581] : INFO : Epoch 1766 | loss: 0.0310856 | val_loss: 0.0311126 | Time: 1455.94 ms [2021-10-06 19:55:37 main:581] : INFO : Epoch 1767 | loss: 0.0310845 | val_loss: 0.0311119 | Time: 1450.64 ms [2021-10-06 19:55:38 main:581] : INFO : Epoch 1768 | loss: 0.0310828 | val_loss: 0.0311085 | Time: 1461.7 ms [2021-10-06 19:55:40 main:581] : INFO : Epoch 1769 | loss: 0.031082 | val_loss: 0.0311145 | Time: 1459.98 ms [2021-10-06 19:55:41 main:581] : INFO : Epoch 1770 | loss: 0.0310802 | val_loss: 0.031112 | Time: 1476.76 ms [2021-10-06 19:55:43 main:581] : INFO : Epoch 1771 | loss: 0.0310809 | val_loss: 0.0311099 | Time: 1468.04 ms [2021-10-06 19:55:44 main:581] : INFO : Epoch 1772 | loss: 0.0310838 | val_loss: 0.031112 | Time: 1458.96 ms [2021-10-06 19:55:45 main:581] : INFO : Epoch 1773 | loss: 0.0310928 | val_loss: 0.0311125 | Time: 1449.74 ms [2021-10-06 19:55:47 main:581] : INFO : Epoch 1774 | loss: 0.0310955 | val_loss: 0.0311229 | Time: 1451.44 ms [2021-10-06 19:55:48 main:581] : INFO : Epoch 1775 | loss: 0.0310981 | val_loss: 0.0311252 | Time: 1470.94 ms [2021-10-06 19:55:50 main:581] : INFO : Epoch 1776 | loss: 0.0311053 | val_loss: 0.0311276 | Time: 1466.77 ms [2021-10-06 19:55:51 main:581] : INFO : Epoch 1777 | loss: 0.0311053 | val_loss: 0.0311269 | Time: 1446.78 ms [2021-10-06 19:55:53 main:581] : INFO : Epoch 1778 | loss: 0.0311038 | val_loss: 0.0311238 | Time: 1435.51 ms [2021-10-06 19:55:54 main:581] : INFO : Epoch 1779 | loss: 0.0310978 | val_loss: 0.0311262 | Time: 1436.72 ms [2021-10-06 19:55:56 main:581] : INFO : Epoch 1780 | loss: 0.0310936 | val_loss: 0.0311214 | Time: 1467.79 ms [2021-10-06 19:55:57 main:581] : INFO : Epoch 1781 | loss: 0.0310928 | val_loss: 0.0311214 | Time: 1465.39 ms [2021-10-06 19:55:59 main:581] : INFO : Epoch 1782 | loss: 0.0310916 | val_loss: 0.031122 | Time: 1444.36 ms [2021-10-06 19:56:00 main:581] : INFO : Epoch 1783 | loss: 0.0310897 | val_loss: 0.0311194 | Time: 1464.37 ms [2021-10-06 19:56:01 main:581] : INFO : Epoch 1784 | loss: 0.0310918 | val_loss: 0.0311242 | Time: 1437.06 ms [2021-10-06 19:56:03 main:581] : INFO : Epoch 1785 | loss: 0.0310901 | val_loss: 0.0311164 | Time: 1438.1 ms [2021-10-06 19:56:04 main:581] : INFO : Epoch 1786 | loss: 0.0310911 | val_loss: 0.0311235 | Time: 1487.44 ms [2021-10-06 19:56:06 main:581] : INFO : Epoch 1787 | loss: 0.0310894 | val_loss: 0.0311218 | Time: 1468.83 ms [2021-10-06 19:56:07 main:581] : INFO : Epoch 1788 | loss: 0.0310882 | val_loss: 0.0311228 | Time: 1449.95 ms [2021-10-06 19:56:09 main:581] : INFO : Epoch 1789 | loss: 0.0310861 | val_loss: 0.0311256 | Time: 1487.42 ms [2021-10-06 19:56:10 main:581] : INFO : Epoch 1790 | loss: 0.0310864 | val_loss: 0.0311209 | Time: 1487.45 ms [2021-10-06 19:56:12 main:581] : INFO : Epoch 1791 | loss: 0.0310874 | val_loss: 0.0311196 | Time: 1467.61 ms [2021-10-06 19:56:13 main:581] : INFO : Epoch 1792 | loss: 0.0310858 | val_loss: 0.0311182 | Time: 1447.11 ms [2021-10-06 19:56:15 main:581] : INFO : Epoch 1793 | loss: 0.0310851 | val_loss: 0.0311214 | Time: 1423.37 ms [2021-10-06 19:56:16 main:581] : INFO : Epoch 1794 | loss: 0.0310843 | val_loss: 0.0311198 | Time: 1447.61 ms [2021-10-06 19:56:17 main:581] : INFO : Epoch 1795 | loss: 0.0310969 | val_loss: 0.0311361 | Time: 1457.17 ms [2021-10-06 19:56:19 main:581] : INFO : Epoch 1796 | loss: 0.0311193 | val_loss: 0.031136 | Time: 1457.54 ms [2021-10-06 19:56:20 main:581] : INFO : Epoch 1797 | loss: 0.0311103 | val_loss: 0.0311214 | Time: 1471.68 ms [2021-10-06 19:56:22 main:581] : INFO : Epoch 1798 | loss: 0.0310991 | val_loss: 0.031124 | Time: 1450.06 ms [2021-10-06 19:56:23 main:581] : INFO : Epoch 1799 | loss: 0.0310999 | val_loss: 0.0311244 | Time: 1568.66 ms [2021-10-06 19:56:25 main:581] : INFO : Epoch 1800 | loss: 0.0310963 | val_loss: 0.0311216 | Time: 1494.1 ms [2021-10-06 19:56:26 main:581] : INFO : Epoch 1801 | loss: 0.0310911 | val_loss: 0.0311198 | Time: 1585.81 ms [2021-10-06 19:56:28 main:581] : INFO : Epoch 1802 | loss: 0.0310886 | val_loss: 0.0311196 | Time: 1474.63 ms [2021-10-06 19:56:29 main:581] : INFO : Epoch 1803 | loss: 0.0310955 | val_loss: 0.0311172 | Time: 1465.89 ms [2021-10-06 19:56:31 main:581] : INFO : Epoch 1804 | loss: 0.0311038 | val_loss: 0.0311238 | Time: 1479.62 ms [2021-10-06 19:56:32 main:581] : INFO : Epoch 1805 | loss: 0.0310987 | val_loss: 0.0311193 | Time: 1478.17 ms [2021-10-06 19:56:34 main:581] : INFO : Epoch 1806 | loss: 0.0310968 | val_loss: 0.0311212 | Time: 1470.09 ms [2021-10-06 19:56:35 main:581] : INFO : Epoch 1807 | loss: 0.0310988 | val_loss: 0.0311159 | Time: 1464.33 ms [2021-10-06 19:56:37 main:581] : INFO : Epoch 1808 | loss: 0.0310956 | val_loss: 0.0311141 | Time: 1461.14 ms [2021-10-06 19:56:38 main:581] : INFO : Epoch 1809 | loss: 0.0310959 | val_loss: 0.0311143 | Time: 1475.73 ms [2021-10-06 19:56:40 main:581] : INFO : Epoch 1810 | loss: 0.0310914 | val_loss: 0.031112 | Time: 1495.83 ms [2021-10-06 19:56:41 main:581] : INFO : Epoch 1811 | loss: 0.0310894 | val_loss: 0.0311135 | Time: 1470.6 ms [2021-10-06 19:56:43 main:581] : INFO : Epoch 1812 | loss: 0.0310886 | val_loss: 0.0311127 | Time: 1460.99 ms [2021-10-06 19:56:44 main:581] : INFO : Epoch 1813 | loss: 0.0310881 | val_loss: 0.0311094 | Time: 1457.46 ms [2021-10-06 19:56:46 main:581] : INFO : Epoch 1814 | loss: 0.03109 | val_loss: 0.03111 | Time: 1435.67 ms [2021-10-06 19:56:47 main:581] : INFO : Epoch 1815 | loss: 0.0310887 | val_loss: 0.0311128 | Time: 1445.22 ms [2021-10-06 19:56:48 main:581] : INFO : Epoch 1816 | loss: 0.0310864 | val_loss: 0.0311168 | Time: 1460.51 ms [2021-10-06 19:56:50 main:581] : INFO : Epoch 1817 | loss: 0.0310874 | val_loss: 0.0311109 | Time: 1465.27 ms [2021-10-06 19:56:51 main:581] : INFO : Epoch 1818 | loss: 0.0310847 | val_loss: 0.0311176 | Time: 1470.6 ms [2021-10-06 19:56:53 main:581] : INFO : Epoch 1819 | loss: 0.0310847 | val_loss: 0.0311133 | Time: 1458.28 ms [2021-10-06 19:56:54 main:581] : INFO : Epoch 1820 | loss: 0.0310846 | val_loss: 0.0311163 | Time: 1473.98 ms [2021-10-06 19:56:56 main:581] : INFO : Epoch 1821 | loss: 0.0310832 | val_loss: 0.0311132 | Time: 1478.36 ms [2021-10-06 19:56:57 main:581] : INFO : Epoch 1822 | loss: 0.0310824 | val_loss: 0.031112 | Time: 1452.71 ms [2021-10-06 19:56:59 main:581] : INFO : Epoch 1823 | loss: 0.0310819 | val_loss: 0.0311176 | Time: 1465.57 ms [2021-10-06 19:57:00 main:581] : INFO : Epoch 1824 | loss: 0.0310836 | val_loss: 0.0311167 | Time: 1448.6 ms [2021-10-06 19:57:02 main:581] : INFO : Epoch 1825 | loss: 0.0310841 | val_loss: 0.0311145 | Time: 1452.75 ms [2021-10-06 19:57:03 main:581] : INFO : Epoch 1826 | loss: 0.0310904 | val_loss: 0.0311221 | Time: 1481.64 ms [2021-10-06 19:57:05 main:581] : INFO : Epoch 1827 | loss: 0.0311024 | val_loss: 0.0311145 | Time: 1465.86 ms [2021-10-06 19:57:06 main:581] : INFO : Epoch 1828 | loss: 0.0310977 | val_loss: 0.0311171 | Time: 1489.08 ms [2021-10-06 19:57:08 main:581] : INFO : Epoch 1829 | loss: 0.0310935 | val_loss: 0.0311189 | Time: 1452.73 ms [2021-10-06 19:57:09 main:581] : INFO : Epoch 1830 | loss: 0.0310929 | val_loss: 0.031117 | Time: 1491.81 ms [2021-10-06 19:57:10 main:581] : INFO : Epoch 1831 | loss: 0.0310945 | val_loss: 0.0311212 | Time: 1437.37 ms [2021-10-06 19:57:12 main:581] : INFO : Epoch 1832 | loss: 0.0311003 | val_loss: 0.0311208 | Time: 1448.02 ms [2021-10-06 19:57:13 main:581] : INFO : Epoch 1833 | loss: 0.0311008 | val_loss: 0.0311198 | Time: 1472 ms [2021-10-06 19:57:15 main:581] : INFO : Epoch 1834 | loss: 0.0310963 | val_loss: 0.0311187 | Time: 1456.53 ms [2021-10-06 19:57:16 main:581] : INFO : Epoch 1835 | loss: 0.0310927 | val_loss: 0.0311176 | Time: 1469.29 ms [2021-10-06 19:57:18 main:581] : INFO : Epoch 1836 | loss: 0.0310906 | val_loss: 0.0311127 | Time: 1442.38 ms [2021-10-06 19:57:19 main:581] : INFO : Epoch 1837 | loss: 0.0310889 | val_loss: 0.0311154 | Time: 1454.39 ms [2021-10-06 19:57:21 main:581] : INFO : Epoch 1838 | loss: 0.0310878 | val_loss: 0.0311162 | Time: 1463.83 ms [2021-10-06 19:57:22 main:581] : INFO : Epoch 1839 | loss: 0.0310867 | val_loss: 0.0311159 | Time: 1470.35 ms [2021-10-06 19:57:24 main:581] : INFO : Epoch 1840 | loss: 0.0310853 | val_loss: 0.0311133 | Time: 1445.35 ms [2021-10-06 19:57:25 main:581] : INFO : Epoch 1841 | loss: 0.0310853 | val_loss: 0.0311148 | Time: 1453.36 ms [2021-10-06 19:57:27 main:581] : INFO : Epoch 1842 | loss: 0.0310864 | val_loss: 0.0311184 | Time: 1439.93 ms [2021-10-06 19:57:28 main:581] : INFO : Epoch 1843 | loss: 0.0310846 | val_loss: 0.031115 | Time: 1461.07 ms [2021-10-06 19:57:29 main:581] : INFO : Epoch 1844 | loss: 0.0310842 | val_loss: 0.0311142 | Time: 1450.55 ms [2021-10-06 19:57:31 main:581] : INFO : Epoch 1845 | loss: 0.0310817 | val_loss: 0.0311135 | Time: 1464.12 ms [2021-10-06 19:57:32 main:581] : INFO : Epoch 1846 | loss: 0.0310815 | val_loss: 0.0311143 | Time: 1451.89 ms [2021-10-06 19:57:34 main:581] : INFO : Epoch 1847 | loss: 0.0310801 | val_loss: 0.031116 | Time: 1466.13 ms [2021-10-06 19:57:35 main:581] : INFO : Epoch 1848 | loss: 0.0310782 | val_loss: 0.0311195 | Time: 1452.29 ms [2021-10-06 19:57:37 main:581] : INFO : Epoch 1849 | loss: 0.0310773 | val_loss: 0.0311165 | Time: 1475.18 ms [2021-10-06 19:57:38 main:581] : INFO : Epoch 1850 | loss: 0.0310831 | val_loss: 0.0311202 | Time: 1448.52 ms [2021-10-06 19:57:40 main:581] : INFO : Epoch 1851 | loss: 0.0310811 | val_loss: 0.0311202 | Time: 1439.01 ms [2021-10-06 19:57:41 main:581] : INFO : Epoch 1852 | loss: 0.031083 | val_loss: 0.031117 | Time: 1451.63 ms [2021-10-06 19:57:42 main:581] : INFO : Epoch 1853 | loss: 0.0310815 | val_loss: 0.0311171 | Time: 1431.77 ms [2021-10-06 19:57:44 main:581] : INFO : Epoch 1854 | loss: 0.0310794 | val_loss: 0.0311184 | Time: 1481.28 ms [2021-10-06 19:57:45 main:581] : INFO : Epoch 1855 | loss: 0.031078 | val_loss: 0.0311163 | Time: 1468.33 ms [2021-10-06 19:57:47 main:581] : INFO : Epoch 1856 | loss: 0.0310791 | val_loss: 0.03112 | Time: 1453.16 ms [2021-10-06 19:57:48 main:581] : INFO : Epoch 1857 | loss: 0.0310814 | val_loss: 0.0311203 | Time: 1427.15 ms [2021-10-06 19:57:50 main:581] : INFO : Epoch 1858 | loss: 0.0310822 | val_loss: 0.0311227 | Time: 1436.92 ms [2021-10-06 19:57:51 main:581] : INFO : Epoch 1859 | loss: 0.0310798 | val_loss: 0.0311223 | Time: 1437.9 ms [2021-10-06 19:57:53 main:581] : INFO : Epoch 1860 | loss: 0.0310794 | val_loss: 0.0311192 | Time: 1442.44 ms [2021-10-06 19:57:54 main:581] : INFO : Epoch 1861 | loss: 0.0310786 | val_loss: 0.0311179 | Time: 1452.7 ms [2021-10-06 19:57:56 main:581] : INFO : Epoch 1862 | loss: 0.0310797 | val_loss: 0.0311217 | Time: 1459.84 ms [2021-10-06 19:57:57 main:581] : INFO : Epoch 1863 | loss: 0.0310776 | val_loss: 0.0311204 | Time: 1476.56 ms [2021-10-06 19:57:58 main:581] : INFO : Epoch 1864 | loss: 0.0310789 | val_loss: 0.0311194 | Time: 1457.06 ms [2021-10-06 19:58:00 main:581] : INFO : Epoch 1865 | loss: 0.031077 | val_loss: 0.0311209 | Time: 1427.9 ms [2021-10-06 19:58:01 main:581] : INFO : Epoch 1866 | loss: 0.0310766 | val_loss: 0.0311228 | Time: 1445.28 ms [2021-10-06 19:58:03 main:581] : INFO : Epoch 1867 | loss: 0.0310784 | val_loss: 0.0311203 | Time: 1441.67 ms [2021-10-06 19:58:04 main:581] : INFO : Epoch 1868 | loss: 0.0310758 | val_loss: 0.0311215 | Time: 1460.93 ms [2021-10-06 19:58:06 main:581] : INFO : Epoch 1869 | loss: 0.0310753 | val_loss: 0.0311263 | Time: 1459.37 ms [2021-10-06 19:58:07 main:581] : INFO : Epoch 1870 | loss: 0.0310731 | val_loss: 0.0311233 | Time: 1444.7 ms [2021-10-06 19:58:09 main:581] : INFO : Epoch 1871 | loss: 0.031072 | val_loss: 0.0311236 | Time: 1458.94 ms [2021-10-06 19:58:10 main:581] : INFO : Epoch 1872 | loss: 0.0310805 | val_loss: 0.0311238 | Time: 1438.95 ms [2021-10-06 19:58:12 main:581] : INFO : Epoch 1873 | loss: 0.0310832 | val_loss: 0.0311237 | Time: 1488.23 ms [2021-10-06 19:58:13 main:581] : INFO : Epoch 1874 | loss: 0.0310851 | val_loss: 0.0311205 | Time: 1455.6 ms [2021-10-06 19:58:14 main:581] : INFO : Epoch 1875 | loss: 0.0310834 | val_loss: 0.03112 | Time: 1458.57 ms [2021-10-06 19:58:16 main:581] : INFO : Epoch 1876 | loss: 0.0310843 | val_loss: 0.0311212 | Time: 1493.95 ms [2021-10-06 19:58:17 main:581] : INFO : Epoch 1877 | loss: 0.0310987 | val_loss: 0.0311228 | Time: 1492.53 ms [2021-10-06 19:58:19 main:581] : INFO : Epoch 1878 | loss: 0.0310966 | val_loss: 0.0311215 | Time: 1506.8 ms [2021-10-06 19:58:20 main:581] : INFO : Epoch 1879 | loss: 0.0311 | val_loss: 0.0311253 | Time: 1490.97 ms [2021-10-06 19:58:22 main:581] : INFO : Epoch 1880 | loss: 0.0310971 | val_loss: 0.031121 | Time: 1483.46 ms [2021-10-06 19:58:23 main:581] : INFO : Epoch 1881 | loss: 0.0310933 | val_loss: 0.0311253 | Time: 1470.03 ms [2021-10-06 19:58:25 main:581] : INFO : Epoch 1882 | loss: 0.0310933 | val_loss: 0.0311161 | Time: 1455.22 ms [2021-10-06 19:58:26 main:581] : INFO : Epoch 1883 | loss: 0.0310879 | val_loss: 0.0311135 | Time: 1483.31 ms [2021-10-06 19:58:28 main:581] : INFO : Epoch 1884 | loss: 0.0310848 | val_loss: 0.0311123 | Time: 1476.82 ms [2021-10-06 19:58:29 main:581] : INFO : Epoch 1885 | loss: 0.0310916 | val_loss: 0.0311119 | Time: 1478.32 ms [2021-10-06 19:58:31 main:581] : INFO : Epoch 1886 | loss: 0.0310918 | val_loss: 0.031116 | Time: 1435.28 ms [2021-10-06 19:58:32 main:581] : INFO : Epoch 1887 | loss: 0.0310885 | val_loss: 0.0311138 | Time: 1484.28 ms [2021-10-06 19:58:34 main:581] : INFO : Epoch 1888 | loss: 0.0310886 | val_loss: 0.0311128 | Time: 1446.97 ms [2021-10-06 19:58:35 main:581] : INFO : Epoch 1889 | loss: 0.0310943 | val_loss: 0.0311181 | Time: 1461.87 ms [2021-10-06 19:58:37 main:581] : INFO : Epoch 1890 | loss: 0.0310909 | val_loss: 0.0311146 | Time: 1474.92 ms [2021-10-06 19:58:38 main:581] : INFO : Epoch 1891 | loss: 0.0310876 | val_loss: 0.0311137 | Time: 1437.36 ms [2021-10-06 19:58:40 main:581] : INFO : Epoch 1892 | loss: 0.0310851 | val_loss: 0.0311127 | Time: 1467.57 ms [2021-10-06 19:58:41 main:581] : INFO : Epoch 1893 | loss: 0.0310854 | val_loss: 0.0311116 | Time: 1480.98 ms [2021-10-06 19:58:42 main:581] : INFO : Epoch 1894 | loss: 0.031088 | val_loss: 0.0311143 | Time: 1490.37 ms [2021-10-06 19:58:44 main:581] : INFO : Epoch 1895 | loss: 0.0310888 | val_loss: 0.0311114 | Time: 1448.64 ms [2021-10-06 19:58:45 main:581] : INFO : Epoch 1896 | loss: 0.0310876 | val_loss: 0.0311134 | Time: 1458.37 ms [2021-10-06 19:58:47 main:581] : INFO : Epoch 1897 | loss: 0.0310864 | val_loss: 0.0311145 | Time: 1449.96 ms [2021-10-06 19:58:48 main:581] : INFO : Epoch 1898 | loss: 0.0310853 | val_loss: 0.0311134 | Time: 1442.97 ms [2021-10-06 19:58:50 main:581] : INFO : Epoch 1899 | loss: 0.0310858 | val_loss: 0.0311165 | Time: 1443.04 ms [2021-10-06 19:58:51 main:581] : INFO : Epoch 1900 | loss: 0.0310827 | val_loss: 0.0311166 | Time: 1447.07 ms [2021-10-06 19:58:53 main:581] : INFO : Epoch 1901 | loss: 0.0310824 | val_loss: 0.0311196 | Time: 1477.8 ms [2021-10-06 19:58:54 main:581] : INFO : Epoch 1902 | loss: 0.0310818 | val_loss: 0.0311187 | Time: 1490.13 ms [2021-10-06 19:58:56 main:581] : INFO : Epoch 1903 | loss: 0.0310805 | val_loss: 0.0311177 | Time: 1477.62 ms [2021-10-06 19:58:57 main:581] : INFO : Epoch 1904 | loss: 0.0310787 | val_loss: 0.0311186 | Time: 1461 ms [2021-10-06 19:58:59 main:581] : INFO : Epoch 1905 | loss: 0.0310787 | val_loss: 0.0311178 | Time: 1458.38 ms [2021-10-06 19:59:00 main:581] : INFO : Epoch 1906 | loss: 0.0310776 | val_loss: 0.0311145 | Time: 1453.17 ms [2021-10-06 19:59:01 main:581] : INFO : Epoch 1907 | loss: 0.0310813 | val_loss: 0.031118 | Time: 1458.6 ms [2021-10-06 19:59:03 main:581] : INFO : Epoch 1908 | loss: 0.0310822 | val_loss: 0.0311156 | Time: 1479.04 ms [2021-10-06 19:59:04 main:581] : INFO : Epoch 1909 | loss: 0.0310822 | val_loss: 0.0311147 | Time: 1503.38 ms [2021-10-06 19:59:06 main:581] : INFO : Epoch 1910 | loss: 0.0310825 | val_loss: 0.0311106 | Time: 1481.17 ms [2021-10-06 19:59:07 main:581] : INFO : Epoch 1911 | loss: 0.0310812 | val_loss: 0.0311158 | Time: 1457.14 ms [2021-10-06 19:59:09 main:581] : INFO : Epoch 1912 | loss: 0.0310832 | val_loss: 0.0311121 | Time: 1462.6 ms [2021-10-06 19:59:10 main:581] : INFO : Epoch 1913 | loss: 0.0310823 | val_loss: 0.0311156 | Time: 1466.62 ms [2021-10-06 19:59:12 main:581] : INFO : Epoch 1914 | loss: 0.0310808 | val_loss: 0.0311105 | Time: 1441.45 ms [2021-10-06 19:59:13 main:581] : INFO : Epoch 1915 | loss: 0.0310799 | val_loss: 0.0311115 | Time: 1493.05 ms [2021-10-06 19:59:15 main:581] : INFO : Epoch 1916 | loss: 0.0310781 | val_loss: 0.0311177 | Time: 1460.45 ms [2021-10-06 19:59:16 main:581] : INFO : Epoch 1917 | loss: 0.0310796 | val_loss: 0.031119 | Time: 1471.34 ms [2021-10-06 19:59:18 main:581] : INFO : Epoch 1918 | loss: 0.0310791 | val_loss: 0.0311168 | Time: 1451.88 ms [2021-10-06 19:59:19 main:581] : INFO : Epoch 1919 | loss: 0.0310772 | val_loss: 0.0311125 | Time: 1474.99 ms [2021-10-06 19:59:21 main:581] : INFO : Epoch 1920 | loss: 0.0310742 | val_loss: 0.0311129 | Time: 1450.73 ms [2021-10-06 19:59:22 main:581] : INFO : Epoch 1921 | loss: 0.031077 | val_loss: 0.0311146 | Time: 1479.05 ms [2021-10-06 19:59:24 main:581] : INFO : Epoch 1922 | loss: 0.0310762 | val_loss: 0.031118 | Time: 1466.35 ms [2021-10-06 19:59:25 main:581] : INFO : Epoch 1923 | loss: 0.0310746 | val_loss: 0.0311135 | Time: 1457.49 ms [2021-10-06 19:59:26 main:581] : INFO : Epoch 1924 | loss: 0.0310742 | val_loss: 0.0311113 | Time: 1470.43 ms [2021-10-06 19:59:28 main:581] : INFO : Epoch 1925 | loss: 0.0310759 | val_loss: 0.0311101 | Time: 1452.58 ms [2021-10-06 19:59:29 main:581] : INFO : Epoch 1926 | loss: 0.0310767 | val_loss: 0.0311139 | Time: 1464.32 ms [2021-10-06 19:59:31 main:581] : INFO : Epoch 1927 | loss: 0.0310738 | val_loss: 0.031109 | Time: 1440.57 ms [2021-10-06 19:59:32 main:581] : INFO : Epoch 1928 | loss: 0.0310727 | val_loss: 0.0311091 | Time: 1460 ms [2021-10-06 19:59:34 main:581] : INFO : Epoch 1929 | loss: 0.0310717 | val_loss: 0.031109 | Time: 1474.04 ms [2021-10-06 19:59:35 main:581] : INFO : Epoch 1930 | loss: 0.0310716 | val_loss: 0.0311109 | Time: 1469.15 ms [2021-10-06 19:59:37 main:581] : INFO : Epoch 1931 | loss: 0.0310786 | val_loss: 0.0311143 | Time: 1458.94 ms [2021-10-06 19:59:38 main:581] : INFO : Epoch 1932 | loss: 0.0310815 | val_loss: 0.0311176 | Time: 1503.01 ms [2021-10-06 19:59:40 main:581] : INFO : Epoch 1933 | loss: 0.0310765 | val_loss: 0.0311151 | Time: 1462.59 ms [2021-10-06 19:59:41 main:581] : INFO : Epoch 1934 | loss: 0.0310747 | val_loss: 0.0311154 | Time: 1488.7 ms [2021-10-06 19:59:43 main:581] : INFO : Epoch 1935 | loss: 0.0310744 | val_loss: 0.0311162 | Time: 1487.16 ms [2021-10-06 19:59:44 main:581] : INFO : Epoch 1936 | loss: 0.0310771 | val_loss: 0.0311216 | Time: 1457.57 ms [2021-10-06 19:59:45 main:581] : INFO : Epoch 1937 | loss: 0.0310795 | val_loss: 0.0311168 | Time: 1446.98 ms [2021-10-06 19:59:47 main:581] : INFO : Epoch 1938 | loss: 0.0310769 | val_loss: 0.0311131 | Time: 1453.28 ms [2021-10-06 19:59:48 main:581] : INFO : Epoch 1939 | loss: 0.0310756 | val_loss: 0.0311135 | Time: 1456.47 ms [2021-10-06 19:59:50 main:581] : INFO : Epoch 1940 | loss: 0.031074 | val_loss: 0.0311106 | Time: 1459.42 ms [2021-10-06 19:59:51 main:581] : INFO : Epoch 1941 | loss: 0.0310845 | val_loss: 0.031114 | Time: 1441.49 ms [2021-10-06 19:59:53 main:581] : INFO : Epoch 1942 | loss: 0.0310939 | val_loss: 0.0311167 | Time: 1471.99 ms [2021-10-06 19:59:54 main:581] : INFO : Epoch 1943 | loss: 0.0310887 | val_loss: 0.0311163 | Time: 1473.12 ms [2021-10-06 19:59:56 main:581] : INFO : Epoch 1944 | loss: 0.0310846 | val_loss: 0.0311134 | Time: 1467 ms [2021-10-06 19:59:57 main:581] : INFO : Epoch 1945 | loss: 0.0310838 | val_loss: 0.0311119 | Time: 1451.33 ms [2021-10-06 19:59:59 main:581] : INFO : Epoch 1946 | loss: 0.031082 | val_loss: 0.0311121 | Time: 1469.45 ms [2021-10-06 20:00:00 main:581] : INFO : Epoch 1947 | loss: 0.0310788 | val_loss: 0.0311123 | Time: 1462.24 ms [2021-10-06 20:00:02 main:581] : INFO : Epoch 1948 | loss: 0.0310795 | val_loss: 0.031113 | Time: 1446.7 ms [2021-10-06 20:00:03 main:581] : INFO : Epoch 1949 | loss: 0.0310776 | val_loss: 0.0311153 | Time: 1468.99 ms [2021-10-06 20:00:04 main:581] : INFO : Epoch 1950 | loss: 0.0310762 | val_loss: 0.0311119 | Time: 1440.24 ms [2021-10-06 20:00:06 main:581] : INFO : Epoch 1951 | loss: 0.0310762 | val_loss: 0.031107 | Time: 1470.04 ms [2021-10-06 20:00:07 main:581] : INFO : Epoch 1952 | loss: 0.0310747 | val_loss: 0.0311138 | Time: 1471.49 ms [2021-10-06 20:00:09 main:581] : INFO : Epoch 1953 | loss: 0.0310739 | val_loss: 0.031114 | Time: 1473.93 ms [2021-10-06 20:00:10 main:581] : INFO : Epoch 1954 | loss: 0.0310742 | val_loss: 0.0311137 | Time: 1502.76 ms [2021-10-06 20:00:12 main:581] : INFO : Epoch 1955 | loss: 0.0310772 | val_loss: 0.0311178 | Time: 1479.71 ms [2021-10-06 20:00:13 main:581] : INFO : Epoch 1956 | loss: 0.0310857 | val_loss: 0.0311141 | Time: 1458.62 ms [2021-10-06 20:00:15 main:581] : INFO : Epoch 1957 | loss: 0.0310835 | val_loss: 0.0311135 | Time: 1460.91 ms [2021-10-06 20:00:16 main:581] : INFO : Epoch 1958 | loss: 0.0310807 | val_loss: 0.0311156 | Time: 1441.13 ms [2021-10-06 20:00:18 main:581] : INFO : Epoch 1959 | loss: 0.0310778 | val_loss: 0.0311104 | Time: 1456.96 ms [2021-10-06 20:00:19 main:581] : INFO : Epoch 1960 | loss: 0.031077 | val_loss: 0.0311128 | Time: 1460.98 ms [2021-10-06 20:00:21 main:581] : INFO : Epoch 1961 | loss: 0.0310757 | val_loss: 0.0311134 | Time: 1480.93 ms [2021-10-06 20:00:22 main:581] : INFO : Epoch 1962 | loss: 0.0310735 | val_loss: 0.0311127 | Time: 1467.58 ms [2021-10-06 20:00:24 main:581] : INFO : Epoch 1963 | loss: 0.031074 | val_loss: 0.0311107 | Time: 1475.97 ms [2021-10-06 20:00:25 main:581] : INFO : Epoch 1964 | loss: 0.0310746 | val_loss: 0.0311093 | Time: 1470.55 ms [2021-10-06 20:00:27 main:581] : INFO : Epoch 1965 | loss: 0.0310728 | val_loss: 0.0311114 | Time: 1491.71 ms [2021-10-06 20:00:28 main:581] : INFO : Epoch 1966 | loss: 0.0310787 | val_loss: 0.0311121 | Time: 1468.03 ms [2021-10-06 20:00:29 main:581] : INFO : Epoch 1967 | loss: 0.0310808 | val_loss: 0.0311224 | Time: 1474.11 ms [2021-10-06 20:00:31 main:581] : INFO : Epoch 1968 | loss: 0.0311064 | val_loss: 0.0311279 | Time: 1485.14 ms [2021-10-06 20:00:32 main:581] : INFO : Epoch 1969 | loss: 0.0311097 | val_loss: 0.0311256 | Time: 1500.31 ms [2021-10-06 20:00:34 main:581] : INFO : Epoch 1970 | loss: 0.0311055 | val_loss: 0.0311247 | Time: 1482.54 ms [2021-10-06 20:00:35 main:581] : INFO : Epoch 1971 | loss: 0.0311029 | val_loss: 0.0311281 | Time: 1456.34 ms [2021-10-06 20:00:37 main:581] : INFO : Epoch 1972 | loss: 0.0311021 | val_loss: 0.0311251 | Time: 1464.19 ms [2021-10-06 20:00:38 main:581] : INFO : Epoch 1973 | loss: 0.031101 | val_loss: 0.0311265 | Time: 1454.94 ms [2021-10-06 20:00:40 main:581] : INFO : Epoch 1974 | loss: 0.031101 | val_loss: 0.0311237 | Time: 1450.29 ms [2021-10-06 20:00:41 main:581] : INFO : Epoch 1975 | loss: 0.0310955 | val_loss: 0.0311239 | Time: 1478.97 ms [2021-10-06 20:00:43 main:581] : INFO : Epoch 1976 | loss: 0.0310934 | val_loss: 0.0311289 | Time: 1488.68 ms [2021-10-06 20:00:44 main:581] : INFO : Epoch 1977 | loss: 0.0310926 | val_loss: 0.0311264 | Time: 1439.86 ms [2021-10-06 20:00:46 main:581] : INFO : Epoch 1978 | loss: 0.0310936 | val_loss: 0.031125 | Time: 1458.82 ms [2021-10-06 20:00:47 main:581] : INFO : Epoch 1979 | loss: 0.0310938 | val_loss: 0.0311296 | Time: 1454.25 ms [2021-10-06 20:00:49 main:581] : INFO : Epoch 1980 | loss: 0.0310927 | val_loss: 0.0311289 | Time: 1470.11 ms [2021-10-06 20:00:50 main:581] : INFO : Epoch 1981 | loss: 0.0310936 | val_loss: 0.0311272 | Time: 1460.63 ms [2021-10-06 20:00:51 main:581] : INFO : Epoch 1982 | loss: 0.0310972 | val_loss: 0.0311314 | Time: 1454.46 ms [2021-10-06 20:00:53 main:581] : INFO : Epoch 1983 | loss: 0.0310927 | val_loss: 0.0311268 | Time: 1449.98 ms [2021-10-06 20:00:54 main:581] : INFO : Epoch 1984 | loss: 0.0310908 | val_loss: 0.0311234 | Time: 1457.05 ms [2021-10-06 20:00:56 main:581] : INFO : Epoch 1985 | loss: 0.0310921 | val_loss: 0.0311223 | Time: 1450.02 ms [2021-10-06 20:00:57 main:581] : INFO : Epoch 1986 | loss: 0.031091 | val_loss: 0.0311221 | Time: 1460.14 ms [2021-10-06 20:00:59 main:581] : INFO : Epoch 1987 | loss: 0.0310869 | val_loss: 0.0311263 | Time: 1462.82 ms [2021-10-06 20:01:00 main:581] : INFO : Epoch 1988 | loss: 0.0310883 | val_loss: 0.0311306 | Time: 1444.99 ms [2021-10-06 20:01:02 main:581] : INFO : Epoch 1989 | loss: 0.0310895 | val_loss: 0.0311256 | Time: 1443.96 ms [2021-10-06 20:01:03 main:581] : INFO : Epoch 1990 | loss: 0.031086 | val_loss: 0.031123 | Time: 1461.92 ms [2021-10-06 20:01:05 main:581] : INFO : Epoch 1991 | loss: 0.0310842 | val_loss: 0.0311256 | Time: 1449.5 ms [2021-10-06 20:01:06 main:581] : INFO : Epoch 1992 | loss: 0.0310846 | val_loss: 0.0311219 | Time: 1467.07 ms [2021-10-06 20:01:08 main:581] : INFO : Epoch 1993 | loss: 0.0310842 | val_loss: 0.0311264 | Time: 1477.35 ms [2021-10-06 20:01:09 main:581] : INFO : Epoch 1994 | loss: 0.0310824 | val_loss: 0.03113 | Time: 1457.84 ms [2021-10-06 20:01:10 main:581] : INFO : Epoch 1995 | loss: 0.0310853 | val_loss: 0.0311305 | Time: 1477.37 ms [2021-10-06 20:01:12 main:581] : INFO : Epoch 1996 | loss: 0.0310804 | val_loss: 0.0311271 | Time: 1449.1 ms [2021-10-06 20:01:13 main:581] : INFO : Epoch 1997 | loss: 0.0310781 | val_loss: 0.0311306 | Time: 1457.73 ms [2021-10-06 20:01:15 main:581] : INFO : Epoch 1998 | loss: 0.0310799 | val_loss: 0.031133 | Time: 1430.39 ms [2021-10-06 20:01:16 main:581] : INFO : Epoch 1999 | loss: 0.0310826 | val_loss: 0.0311304 | Time: 1446.01 ms [2021-10-06 20:01:18 main:581] : INFO : Epoch 2000 | loss: 0.0310891 | val_loss: 0.031126 | Time: 1461.82 ms [2021-10-06 20:01:19 main:581] : INFO : Epoch 2001 | loss: 0.031088 | val_loss: 0.0311272 | Time: 1463.99 ms [2021-10-06 20:01:21 main:581] : INFO : Epoch 2002 | loss: 0.031091 | val_loss: 0.0311302 | Time: 1460.45 ms [2021-10-06 20:01:22 main:581] : INFO : Epoch 2003 | loss: 0.0311105 | val_loss: 0.0311253 | Time: 1461.9 ms [2021-10-06 20:01:24 main:581] : INFO : Epoch 2004 | loss: 0.0311041 | val_loss: 0.0311245 | Time: 1465.65 ms [2021-10-06 20:01:25 main:581] : INFO : Epoch 2005 | loss: 0.031099 | val_loss: 0.0311215 | Time: 1474.8 ms [2021-10-06 20:01:26 main:581] : INFO : Epoch 2006 | loss: 0.0310974 | val_loss: 0.0311215 | Time: 1460.55 ms [2021-10-06 20:01:28 main:581] : INFO : Epoch 2007 | loss: 0.0310973 | val_loss: 0.0311198 | Time: 1468.8 ms [2021-10-06 20:01:29 main:581] : INFO : Epoch 2008 | loss: 0.0310938 | val_loss: 0.0311248 | Time: 1456.56 ms [2021-10-06 20:01:31 main:581] : INFO : Epoch 2009 | loss: 0.031091 | val_loss: 0.0311189 | Time: 1459.36 ms [2021-10-06 20:01:32 main:581] : INFO : Epoch 2010 | loss: 0.0310881 | val_loss: 0.0311211 | Time: 1459.45 ms [2021-10-06 20:01:34 main:581] : INFO : Epoch 2011 | loss: 0.0310883 | val_loss: 0.0311238 | Time: 1468.69 ms [2021-10-06 20:01:35 main:581] : INFO : Epoch 2012 | loss: 0.0311018 | val_loss: 0.0311252 | Time: 1469.23 ms [2021-10-06 20:01:37 main:581] : INFO : Epoch 2013 | loss: 0.0310992 | val_loss: 0.0311299 | Time: 1448.53 ms [2021-10-06 20:01:38 main:581] : INFO : Epoch 2014 | loss: 0.0311159 | val_loss: 0.0311327 | Time: 1478.23 ms [2021-10-06 20:01:40 main:581] : INFO : Epoch 2015 | loss: 0.0311102 | val_loss: 0.0311293 | Time: 1484.06 ms [2021-10-06 20:01:41 main:581] : INFO : Epoch 2016 | loss: 0.0311047 | val_loss: 0.0311319 | Time: 1475.61 ms [2021-10-06 20:01:43 main:581] : INFO : Epoch 2017 | loss: 0.0311009 | val_loss: 0.0311252 | Time: 1467.9 ms [2021-10-06 20:01:44 main:581] : INFO : Epoch 2018 | loss: 0.0310943 | val_loss: 0.0311279 | Time: 1468.11 ms [2021-10-06 20:01:46 main:581] : INFO : Epoch 2019 | loss: 0.0310929 | val_loss: 0.0311249 | Time: 1467.92 ms [2021-10-06 20:01:47 main:581] : INFO : Epoch 2020 | loss: 0.0310906 | val_loss: 0.0311257 | Time: 1440 ms [2021-10-06 20:01:48 main:581] : INFO : Epoch 2021 | loss: 0.0310882 | val_loss: 0.0311187 | Time: 1438.61 ms [2021-10-06 20:01:50 main:581] : INFO : Epoch 2022 | loss: 0.0310882 | val_loss: 0.0311218 | Time: 1561.22 ms [2021-10-06 20:01:52 main:581] : INFO : Epoch 2023 | loss: 0.0310863 | val_loss: 0.0311221 | Time: 1557.57 ms [2021-10-06 20:01:53 main:581] : INFO : Epoch 2024 | loss: 0.0310895 | val_loss: 0.031127 | Time: 1446.76 ms [2021-10-06 20:01:54 main:581] : INFO : Epoch 2025 | loss: 0.0310892 | val_loss: 0.0311231 | Time: 1458.38 ms [2021-10-06 20:01:56 main:581] : INFO : Epoch 2026 | loss: 0.0310864 | val_loss: 0.0311184 | Time: 1625.75 ms [2021-10-06 20:01:58 main:581] : INFO : Epoch 2027 | loss: 0.0310847 | val_loss: 0.0311208 | Time: 1462.95 ms [2021-10-06 20:01:59 main:581] : INFO : Epoch 2028 | loss: 0.0310827 | val_loss: 0.0311201 | Time: 1446.55 ms [2021-10-06 20:02:00 main:581] : INFO : Epoch 2029 | loss: 0.0310825 | val_loss: 0.0311214 | Time: 1506.65 ms [2021-10-06 20:02:02 main:581] : INFO : Epoch 2030 | loss: 0.031083 | val_loss: 0.0311228 | Time: 1461.13 ms [2021-10-06 20:02:03 main:581] : INFO : Epoch 2031 | loss: 0.0310864 | val_loss: 0.0311224 | Time: 1466.99 ms [2021-10-06 20:02:05 main:581] : INFO : Epoch 2032 | loss: 0.031083 | val_loss: 0.0311198 | Time: 1484.96 ms [2021-10-06 20:02:06 main:581] : INFO : Epoch 2033 | loss: 0.0310832 | val_loss: 0.0311198 | Time: 1462.53 ms [2021-10-06 20:02:08 main:581] : INFO : Epoch 2034 | loss: 0.031081 | val_loss: 0.0311214 | Time: 1451.5 ms [2021-10-06 20:02:09 main:581] : INFO : Epoch 2035 | loss: 0.0310791 | val_loss: 0.0311214 | Time: 1464.22 ms [2021-10-06 20:02:11 main:581] : INFO : Epoch 2036 | loss: 0.0310781 | val_loss: 0.0311246 | Time: 1467.13 ms [2021-10-06 20:02:12 main:581] : INFO : Epoch 2037 | loss: 0.0310777 | val_loss: 0.031119 | Time: 1489.11 ms [2021-10-06 20:02:14 main:581] : INFO : Epoch 2038 | loss: 0.0310774 | val_loss: 0.03112 | Time: 1445.55 ms [2021-10-06 20:02:15 main:581] : INFO : Epoch 2039 | loss: 0.0310815 | val_loss: 0.0311217 | Time: 1489.17 ms [2021-10-06 20:02:17 main:581] : INFO : Epoch 2040 | loss: 0.0310848 | val_loss: 0.0311218 | Time: 1470.48 ms [2021-10-06 20:02:18 main:581] : INFO : Epoch 2041 | loss: 0.0310853 | val_loss: 0.0311197 | Time: 1438.24 ms [2021-10-06 20:02:20 main:581] : INFO : Epoch 2042 | loss: 0.0310851 | val_loss: 0.0311212 | Time: 1459.34 ms [2021-10-06 20:02:21 main:581] : INFO : Epoch 2043 | loss: 0.0310856 | val_loss: 0.0311267 | Time: 1465.28 ms [2021-10-06 20:02:22 main:581] : INFO : Epoch 2044 | loss: 0.0310832 | val_loss: 0.0311238 | Time: 1446.3 ms [2021-10-06 20:02:24 main:581] : INFO : Epoch 2045 | loss: 0.0310807 | val_loss: 0.031123 | Time: 1459.43 ms [2021-10-06 20:02:25 main:581] : INFO : Epoch 2046 | loss: 0.0310788 | val_loss: 0.0311228 | Time: 1450.4 ms [2021-10-06 20:02:27 main:581] : INFO : Epoch 2047 | loss: 0.0310794 | val_loss: 0.0311241 | Time: 1462.12 ms [2021-10-06 20:02:28 main:581] : INFO : Epoch 2048 | loss: 0.0310821 | val_loss: 0.0311324 | Time: 1471.94 ms [2021-10-06 20:02:28 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311324 [2021-10-06 20:02:28 main:610] : INFO : Saving end state to config to file [2021-10-06 20:02:28 main:615] : INFO : Success, exiting.. 20:02:28 (774281): 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)