Task 7616018
| Name | ParityModified-1631731361-2715-2_0 |
| Workunit | 5270216 |
| Created | 26 Sep 2021, 23:00:18 UTC |
| Sent | 6 Oct 2021, 8:18:01 UTC |
| Report deadline | 13 Oct 2021, 8:18:01 UTC |
| Received | 6 Oct 2021, 23:22:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13012 |
| Run time | 50 min 8 sec |
| CPU time | 50 min 3 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> 50 main:581] : INFO : Epoch 1538 | loss: 0.0311329 | val_loss: 0.0311805 | Time: 1472.47 ms [2021-10-06 18:09:51 main:581] : INFO : Epoch 1539 | loss: 0.0311283 | val_loss: 0.0311828 | Time: 1435.25 ms [2021-10-06 18:09:53 main:581] : INFO : Epoch 1540 | loss: 0.0311276 | val_loss: 0.0311858 | Time: 1448.88 ms [2021-10-06 18:09:54 main:581] : INFO : Epoch 1541 | loss: 0.0311257 | val_loss: 0.0311896 | Time: 1476.89 ms [2021-10-06 18:09:55 main:581] : INFO : Epoch 1542 | loss: 0.0311264 | val_loss: 0.0311828 | Time: 1457.19 ms [2021-10-06 18:09:57 main:581] : INFO : Epoch 1543 | loss: 0.0311255 | val_loss: 0.0311845 | Time: 1441.76 ms [2021-10-06 18:09:58 main:581] : INFO : Epoch 1544 | loss: 0.0311224 | val_loss: 0.0311936 | Time: 1440.99 ms [2021-10-06 18:10:00 main:581] : INFO : Epoch 1545 | loss: 0.0311209 | val_loss: 0.031183 | Time: 1450.79 ms [2021-10-06 18:10:01 main:581] : INFO : Epoch 1546 | loss: 0.0311194 | val_loss: 0.0311954 | Time: 1455.48 ms [2021-10-06 18:10:03 main:581] : INFO : Epoch 1547 | loss: 0.0311191 | val_loss: 0.0311874 | Time: 1457.93 ms [2021-10-06 18:10:04 main:581] : INFO : Epoch 1548 | loss: 0.0311179 | val_loss: 0.0311885 | Time: 1454.55 ms [2021-10-06 18:10:06 main:581] : INFO : Epoch 1549 | loss: 0.0311197 | val_loss: 0.0311904 | Time: 1442.31 ms [2021-10-06 18:10:07 main:581] : INFO : Epoch 1550 | loss: 0.0311217 | val_loss: 0.031198 | Time: 1460.05 ms [2021-10-06 18:10:09 main:581] : INFO : Epoch 1551 | loss: 0.0311236 | val_loss: 0.03119 | Time: 1470.58 ms [2021-10-06 18:10:10 main:581] : INFO : Epoch 1552 | loss: 0.0311195 | val_loss: 0.0311811 | Time: 1463.83 ms [2021-10-06 18:10:11 main:581] : INFO : Epoch 1553 | loss: 0.0311178 | val_loss: 0.0311963 | Time: 1481.51 ms [2021-10-06 18:10:13 main:581] : INFO : Epoch 1554 | loss: 0.0311197 | val_loss: 0.0311904 | Time: 1494.95 ms [2021-10-06 18:10:14 main:581] : INFO : Epoch 1555 | loss: 0.031127 | val_loss: 0.0311901 | Time: 1459.9 ms [2021-10-06 18:10:16 main:581] : INFO : Epoch 1556 | loss: 0.0311274 | val_loss: 0.0311885 | Time: 1462.44 ms [2021-10-06 18:10:17 main:581] : INFO : Epoch 1557 | loss: 0.0311249 | val_loss: 0.0311816 | Time: 1481.17 ms [2021-10-06 18:10:19 main:581] : INFO : Epoch 1558 | loss: 0.0311214 | val_loss: 0.0311885 | Time: 1549.08 ms [2021-10-06 18:10:20 main:581] : INFO : Epoch 1559 | loss: 0.0311185 | val_loss: 0.0311856 | Time: 1483.75 ms [2021-10-06 18:10:22 main:581] : INFO : Epoch 1560 | loss: 0.0311184 | val_loss: 0.0311874 | Time: 1515.01 ms [2021-10-06 18:10:23 main:581] : INFO : Epoch 1561 | loss: 0.0311197 | val_loss: 0.0311889 | Time: 1472.42 ms [2021-10-06 18:10:25 main:581] : INFO : Epoch 1562 | loss: 0.0311192 | val_loss: 0.0311861 | Time: 1483.67 ms [2021-10-06 18:10:26 main:581] : INFO : Epoch 1563 | loss: 0.0311177 | val_loss: 0.0311899 | Time: 1516.2 ms [2021-10-06 18:10:28 main:581] : INFO : Epoch 1564 | loss: 0.0311238 | val_loss: 0.0311896 | Time: 1505.7 ms [2021-10-06 18:10:29 main:581] : INFO : Epoch 1565 | loss: 0.0311196 | val_loss: 0.0311882 | Time: 1473.06 ms [2021-10-06 18:10:31 main:581] : INFO : Epoch 1566 | loss: 0.0311196 | val_loss: 0.0311879 | Time: 1468.94 ms [2021-10-06 18:10:32 main:581] : INFO : Epoch 1567 | loss: 0.0311189 | val_loss: 0.0311904 | Time: 1450.42 ms [2021-10-06 18:10:34 main:581] : INFO : Epoch 1568 | loss: 0.0311168 | val_loss: 0.0311875 | Time: 1487.94 ms [2021-10-06 18:10:35 main:581] : INFO : Epoch 1569 | loss: 0.0311154 | val_loss: 0.0311908 | Time: 1470.82 ms [2021-10-06 18:10:37 main:581] : INFO : Epoch 1570 | loss: 0.0311153 | val_loss: 0.0311921 | Time: 1454.68 ms [2021-10-06 18:10:38 main:581] : INFO : Epoch 1571 | loss: 0.0311178 | val_loss: 0.0311882 | Time: 1456.87 ms [2021-10-06 18:10:40 main:581] : INFO : Epoch 1572 | loss: 0.0311297 | val_loss: 0.0311798 | Time: 1470.77 ms [2021-10-06 18:10:41 main:581] : INFO : Epoch 1573 | loss: 0.0311267 | val_loss: 0.031187 | Time: 1472.01 ms [2021-10-06 18:10:43 main:581] : INFO : Epoch 1574 | loss: 0.0311228 | val_loss: 0.0311974 | Time: 1437.81 ms [2021-10-06 18:10:44 main:581] : INFO : Epoch 1575 | loss: 0.0311211 | val_loss: 0.0311885 | Time: 1452.47 ms [2021-10-06 18:10:45 main:581] : INFO : Epoch 1576 | loss: 0.031119 | val_loss: 0.0311864 | Time: 1465.66 ms [2021-10-06 18:10:47 main:581] : INFO : Epoch 1577 | loss: 0.0311183 | val_loss: 0.0311933 | Time: 1452.93 ms [2021-10-06 18:10:48 main:581] : INFO : Epoch 1578 | loss: 0.0311196 | val_loss: 0.0311868 | Time: 1451.34 ms [2021-10-06 18:10:50 main:581] : INFO : Epoch 1579 | loss: 0.0311179 | val_loss: 0.0311876 | Time: 1455.59 ms [2021-10-06 18:10:51 main:581] : INFO : Epoch 1580 | loss: 0.0311207 | val_loss: 0.0311884 | Time: 1441.7 ms [2021-10-06 18:10:53 main:581] : INFO : Epoch 1581 | loss: 0.0311259 | val_loss: 0.0311819 | Time: 1522.52 ms [2021-10-06 18:10:54 main:581] : INFO : Epoch 1582 | loss: 0.0311541 | val_loss: 0.0311866 | Time: 1474.99 ms [2021-10-06 18:10:56 main:581] : INFO : Epoch 1583 | loss: 0.03116 | val_loss: 0.0311736 | Time: 1459.05 ms [2021-10-06 18:10:57 main:581] : INFO : Epoch 1584 | loss: 0.0311535 | val_loss: 0.0311721 | Time: 1490.37 ms [2021-10-06 18:10:59 main:581] : INFO : Epoch 1585 | loss: 0.031146 | val_loss: 0.0311735 | Time: 1467.61 ms [2021-10-06 18:11:00 main:581] : INFO : Epoch 1586 | loss: 0.0311426 | val_loss: 0.0311757 | Time: 1467.3 ms [2021-10-06 18:11:02 main:581] : INFO : Epoch 1587 | loss: 0.0311386 | val_loss: 0.0311731 | Time: 1449.12 ms [2021-10-06 18:11:03 main:581] : INFO : Epoch 1588 | loss: 0.0311347 | val_loss: 0.0311734 | Time: 1467.25 ms [2021-10-06 18:11:05 main:581] : INFO : Epoch 1589 | loss: 0.0311353 | val_loss: 0.0311743 | Time: 1455.04 ms [2021-10-06 18:11:06 main:581] : INFO : Epoch 1590 | loss: 0.0311333 | val_loss: 0.0311746 | Time: 1454.49 ms [2021-10-06 18:11:07 main:581] : INFO : Epoch 1591 | loss: 0.0311309 | val_loss: 0.0311747 | Time: 1442.21 ms [2021-10-06 18:11:09 main:581] : INFO : Epoch 1592 | loss: 0.0311283 | val_loss: 0.0311791 | Time: 1435.62 ms [2021-10-06 18:11:10 main:581] : INFO : Epoch 1593 | loss: 0.0311292 | val_loss: 0.0311788 | Time: 1448.83 ms [2021-10-06 18:11:12 main:581] : INFO : Epoch 1594 | loss: 0.0311283 | val_loss: 0.0311781 | Time: 1458.38 ms [2021-10-06 18:11:13 main:581] : INFO : Epoch 1595 | loss: 0.0311238 | val_loss: 0.0311814 | Time: 1472.28 ms [2021-10-06 18:11:15 main:581] : INFO : Epoch 1596 | loss: 0.0311251 | val_loss: 0.0311776 | Time: 1477.68 ms [2021-10-06 18:11:16 main:581] : INFO : Epoch 1597 | loss: 0.0311282 | val_loss: 0.031182 | Time: 1447.43 ms [2021-10-06 18:11:18 main:581] : INFO : Epoch 1598 | loss: 0.0311258 | val_loss: 0.0311796 | Time: 1436.58 ms [2021-10-06 18:11:19 main:581] : INFO : Epoch 1599 | loss: 0.0311237 | val_loss: 0.0311905 | Time: 1445.81 ms [2021-10-06 18:11:21 main:581] : INFO : Epoch 1600 | loss: 0.0311217 | val_loss: 0.0311877 | Time: 1473.94 ms [2021-10-06 18:11:22 main:581] : INFO : Epoch 1601 | loss: 0.0311202 | val_loss: 0.0311872 | Time: 1447.82 ms [2021-10-06 18:11:23 main:581] : INFO : Epoch 1602 | loss: 0.0311303 | val_loss: 0.0311829 | Time: 1460.45 ms [2021-10-06 18:11:25 main:581] : INFO : Epoch 1603 | loss: 0.0311518 | val_loss: 0.0311828 | Time: 1456.3 ms [2021-10-06 18:11:26 main:581] : INFO : Epoch 1604 | loss: 0.0311524 | val_loss: 0.031176 | Time: 1449.56 ms [2021-10-06 18:11:28 main:581] : INFO : Epoch 1605 | loss: 0.0311427 | val_loss: 0.0311705 | Time: 1442.17 ms [2021-10-06 18:11:29 main:581] : INFO : Epoch 1606 | loss: 0.0311409 | val_loss: 0.031177 | Time: 1460.2 ms [2021-10-06 18:11:31 main:581] : INFO : Epoch 1607 | loss: 0.0311357 | val_loss: 0.0311775 | Time: 1469.36 ms [2021-10-06 18:11:32 main:581] : INFO : Epoch 1608 | loss: 0.0311292 | val_loss: 0.0311774 | Time: 1491.47 ms [2021-10-06 18:11:34 main:581] : INFO : Epoch 1609 | loss: 0.0311284 | val_loss: 0.0311795 | Time: 1462.57 ms [2021-10-06 18:11:35 main:581] : INFO : Epoch 1610 | loss: 0.0311268 | val_loss: 0.031187 | Time: 1476.39 ms [2021-10-06 18:11:37 main:581] : INFO : Epoch 1611 | loss: 0.0311268 | val_loss: 0.0311828 | Time: 1465.8 ms [2021-10-06 18:11:38 main:581] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311841 | Time: 1492.15 ms [2021-10-06 18:11:40 main:581] : INFO : Epoch 1613 | loss: 0.0311248 | val_loss: 0.0311878 | Time: 1465.93 ms [2021-10-06 18:11:41 main:581] : INFO : Epoch 1614 | loss: 0.0311259 | val_loss: 0.0311779 | Time: 1481.28 ms [2021-10-06 18:11:43 main:581] : INFO : Epoch 1615 | loss: 0.0311277 | val_loss: 0.0311857 | Time: 1475.83 ms [2021-10-06 18:11:44 main:581] : INFO : Epoch 1616 | loss: 0.0311268 | val_loss: 0.0311814 | Time: 1511.38 ms [2021-10-06 18:11:46 main:581] : INFO : Epoch 1617 | loss: 0.0311222 | val_loss: 0.0311878 | Time: 1478.16 ms [2021-10-06 18:11:47 main:581] : INFO : Epoch 1618 | loss: 0.0311218 | val_loss: 0.0311849 | Time: 1493.02 ms [2021-10-06 18:11:48 main:581] : INFO : Epoch 1619 | loss: 0.0311208 | val_loss: 0.0311818 | Time: 1464.21 ms [2021-10-06 18:11:50 main:581] : INFO : Epoch 1620 | loss: 0.031122 | val_loss: 0.0311906 | Time: 1463.92 ms [2021-10-06 18:11:51 main:581] : INFO : Epoch 1621 | loss: 0.0311213 | val_loss: 0.0311805 | Time: 1492.93 ms [2021-10-06 18:11:53 main:581] : INFO : Epoch 1622 | loss: 0.0311207 | val_loss: 0.0311824 | Time: 1479.09 ms [2021-10-06 18:11:54 main:581] : INFO : Epoch 1623 | loss: 0.0311229 | val_loss: 0.0311847 | Time: 1453.92 ms [2021-10-06 18:11:56 main:581] : INFO : Epoch 1624 | loss: 0.0311207 | val_loss: 0.0311828 | Time: 1468.74 ms [2021-10-06 18:11:57 main:581] : INFO : Epoch 1625 | loss: 0.0311196 | val_loss: 0.0311842 | Time: 1476.2 ms [2021-10-06 18:11:59 main:581] : INFO : Epoch 1626 | loss: 0.0311188 | val_loss: 0.0311798 | Time: 1452.52 ms [2021-10-06 18:12:00 main:581] : INFO : Epoch 1627 | loss: 0.0311184 | val_loss: 0.0311825 | Time: 1440.56 ms [2021-10-06 18:12:02 main:581] : INFO : Epoch 1628 | loss: 0.0311173 | val_loss: 0.0311834 | Time: 1486.74 ms [2021-10-06 18:12:03 main:581] : INFO : Epoch 1629 | loss: 0.031116 | val_loss: 0.0311829 | Time: 1449.07 ms [2021-10-06 18:12:05 main:581] : INFO : Epoch 1630 | loss: 0.0311194 | val_loss: 0.0311886 | Time: 1444.41 ms [2021-10-06 18:12:06 main:581] : INFO : Epoch 1631 | loss: 0.0311199 | val_loss: 0.0311863 | Time: 1480.24 ms [2021-10-06 18:12:08 main:581] : INFO : Epoch 1632 | loss: 0.0311178 | val_loss: 0.0311796 | Time: 1477.91 ms [2021-10-06 18:12:09 main:581] : INFO : Epoch 1633 | loss: 0.0311167 | val_loss: 0.0311868 | Time: 1488.7 ms [2021-10-06 18:12:11 main:581] : INFO : Epoch 1634 | loss: 0.0311152 | val_loss: 0.0311863 | Time: 1473.78 ms [2021-10-06 18:12:12 main:581] : INFO : Epoch 1635 | loss: 0.0311164 | val_loss: 0.0311817 | Time: 1470.73 ms [2021-10-06 18:12:13 main:581] : INFO : Epoch 1636 | loss: 0.0311157 | val_loss: 0.0311832 | Time: 1459.8 ms [2021-10-06 18:12:15 main:581] : INFO : Epoch 1637 | loss: 0.0311167 | val_loss: 0.0311868 | Time: 1479.91 ms [2021-10-06 18:12:16 main:581] : INFO : Epoch 1638 | loss: 0.0311141 | val_loss: 0.0311852 | Time: 1546.79 ms [2021-10-06 18:12:18 main:581] : INFO : Epoch 1639 | loss: 0.0311136 | val_loss: 0.0311938 | Time: 1488.95 ms [2021-10-06 18:12:19 main:581] : INFO : Epoch 1640 | loss: 0.0311175 | val_loss: 0.0311875 | Time: 1473.47 ms [2021-10-06 18:12:21 main:581] : INFO : Epoch 1641 | loss: 0.0311141 | val_loss: 0.0311922 | Time: 1493.71 ms [2021-10-06 18:12:22 main:581] : INFO : Epoch 1642 | loss: 0.0311151 | val_loss: 0.0311882 | Time: 1502.67 ms [2021-10-06 18:12:24 main:581] : INFO : Epoch 1643 | loss: 0.031122 | val_loss: 0.0311833 | Time: 1459.24 ms [2021-10-06 18:12:25 main:581] : INFO : Epoch 1644 | loss: 0.0311302 | val_loss: 0.0311826 | Time: 1504.95 ms [2021-10-06 18:12:27 main:581] : INFO : Epoch 1645 | loss: 0.0311282 | val_loss: 0.0311846 | Time: 1480.79 ms [2021-10-06 18:12:28 main:581] : INFO : Epoch 1646 | loss: 0.0311238 | val_loss: 0.0311876 | Time: 1475.62 ms [2021-10-06 18:12:30 main:581] : INFO : Epoch 1647 | loss: 0.031119 | val_loss: 0.0311875 | Time: 1489.23 ms [2021-10-06 18:12:31 main:581] : INFO : Epoch 1648 | loss: 0.0311184 | val_loss: 0.0311857 | Time: 1462.55 ms [2021-10-06 18:12:33 main:581] : INFO : Epoch 1649 | loss: 0.0311154 | val_loss: 0.0311899 | Time: 1530.6 ms [2021-10-06 18:12:34 main:581] : INFO : Epoch 1650 | loss: 0.0311119 | val_loss: 0.0311941 | Time: 1534.11 ms [2021-10-06 18:12:36 main:581] : INFO : Epoch 1651 | loss: 0.0311123 | val_loss: 0.031189 | Time: 1480.38 ms [2021-10-06 18:12:37 main:581] : INFO : Epoch 1652 | loss: 0.0311109 | val_loss: 0.0311887 | Time: 1457.35 ms [2021-10-06 18:12:39 main:581] : INFO : Epoch 1653 | loss: 0.0311151 | val_loss: 0.0311883 | Time: 1464.68 ms [2021-10-06 18:12:40 main:581] : INFO : Epoch 1654 | loss: 0.0311146 | val_loss: 0.0311815 | Time: 1500.36 ms [2021-10-06 18:12:42 main:581] : INFO : Epoch 1655 | loss: 0.0311129 | val_loss: 0.0311812 | Time: 1446.27 ms [2021-10-06 18:12:43 main:581] : INFO : Epoch 1656 | loss: 0.0311125 | val_loss: 0.0311852 | Time: 1438.82 ms [2021-10-06 18:12:45 main:581] : INFO : Epoch 1657 | loss: 0.0311129 | val_loss: 0.0311844 | Time: 1463.4 ms [2021-10-06 18:12:46 main:581] : INFO : Epoch 1658 | loss: 0.0311121 | val_loss: 0.0311916 | Time: 1482.44 ms [2021-10-06 18:12:48 main:581] : INFO : Epoch 1659 | loss: 0.0311098 | val_loss: 0.0311923 | Time: 1462.13 ms [2021-10-06 18:12:49 main:581] : INFO : Epoch 1660 | loss: 0.0311093 | val_loss: 0.0311865 | Time: 1490.46 ms [2021-10-06 18:12:51 main:581] : INFO : Epoch 1661 | loss: 0.0311102 | val_loss: 0.0311946 | Time: 1457.89 ms [2021-10-06 18:12:52 main:581] : INFO : Epoch 1662 | loss: 0.03111 | val_loss: 0.0311943 | Time: 1482.05 ms [2021-10-06 18:12:53 main:581] : INFO : Epoch 1663 | loss: 0.0311098 | val_loss: 0.0311945 | Time: 1471.81 ms [2021-10-06 18:12:55 main:581] : INFO : Epoch 1664 | loss: 0.0311099 | val_loss: 0.031192 | Time: 1474.8 ms [2021-10-06 18:12:56 main:581] : INFO : Epoch 1665 | loss: 0.0311104 | val_loss: 0.0311832 | Time: 1456.11 ms [2021-10-06 18:12:58 main:581] : INFO : Epoch 1666 | loss: 0.03111 | val_loss: 0.0311872 | Time: 1462.41 ms [2021-10-06 18:12:59 main:581] : INFO : Epoch 1667 | loss: 0.031113 | val_loss: 0.0311922 | Time: 1463.39 ms [2021-10-06 18:13:01 main:581] : INFO : Epoch 1668 | loss: 0.0311179 | val_loss: 0.0311906 | Time: 1460.97 ms [2021-10-06 18:13:02 main:581] : INFO : Epoch 1669 | loss: 0.0311168 | val_loss: 0.0311966 | Time: 1475.77 ms [2021-10-06 18:13:04 main:581] : INFO : Epoch 1670 | loss: 0.0311148 | val_loss: 0.0311925 | Time: 1471.39 ms [2021-10-06 18:13:05 main:581] : INFO : Epoch 1671 | loss: 0.0311114 | val_loss: 0.0311925 | Time: 1468.93 ms [2021-10-06 18:13:07 main:581] : INFO : Epoch 1672 | loss: 0.0311111 | val_loss: 0.0311883 | Time: 1452.67 ms [2021-10-06 18:13:08 main:581] : INFO : Epoch 1673 | loss: 0.0311141 | val_loss: 0.0311844 | Time: 1457.34 ms [2021-10-06 18:13:10 main:581] : INFO : Epoch 1674 | loss: 0.0311134 | val_loss: 0.0311945 | Time: 1462.39 ms [2021-10-06 18:13:11 main:581] : INFO : Epoch 1675 | loss: 0.0311113 | val_loss: 0.0311917 | Time: 1485.77 ms [2021-10-06 18:13:13 main:581] : INFO : Epoch 1676 | loss: 0.0311151 | val_loss: 0.031186 | Time: 1460.66 ms [2021-10-06 18:13:14 main:581] : INFO : Epoch 1677 | loss: 0.0311155 | val_loss: 0.0311909 | Time: 1467.23 ms [2021-10-06 18:13:15 main:581] : INFO : Epoch 1678 | loss: 0.0311153 | val_loss: 0.0311975 | Time: 1466.22 ms [2021-10-06 18:13:17 main:581] : INFO : Epoch 1679 | loss: 0.0311154 | val_loss: 0.0311877 | Time: 1481.26 ms [2021-10-06 18:13:18 main:581] : INFO : Epoch 1680 | loss: 0.0311181 | val_loss: 0.0311843 | Time: 1431.42 ms [2021-10-06 18:13:20 main:581] : INFO : Epoch 1681 | loss: 0.0311402 | val_loss: 0.0311836 | Time: 1460.77 ms [2021-10-06 18:13:21 main:581] : INFO : Epoch 1682 | loss: 0.0311449 | val_loss: 0.0311838 | Time: 1484.83 ms [2021-10-06 18:13:23 main:581] : INFO : Epoch 1683 | loss: 0.0311394 | val_loss: 0.0311814 | Time: 1445.38 ms [2021-10-06 18:13:24 main:581] : INFO : Epoch 1684 | loss: 0.0311309 | val_loss: 0.031183 | Time: 1465.42 ms [2021-10-06 18:13:26 main:581] : INFO : Epoch 1685 | loss: 0.0311279 | val_loss: 0.0311799 | Time: 1451.56 ms [2021-10-06 18:13:27 main:581] : INFO : Epoch 1686 | loss: 0.0311287 | val_loss: 0.0311847 | Time: 1425.36 ms [2021-10-06 18:13:29 main:581] : INFO : Epoch 1687 | loss: 0.0311241 | val_loss: 0.0311817 | Time: 1471.43 ms [2021-10-06 18:13:30 main:581] : INFO : Epoch 1688 | loss: 0.0311194 | val_loss: 0.0311855 | Time: 1467.52 ms [2021-10-06 18:13:32 main:581] : INFO : Epoch 1689 | loss: 0.031117 | val_loss: 0.0311892 | Time: 1466.57 ms [2021-10-06 18:13:33 main:581] : INFO : Epoch 1690 | loss: 0.031115 | val_loss: 0.0311856 | Time: 1448.64 ms [2021-10-06 18:13:34 main:581] : INFO : Epoch 1691 | loss: 0.0311129 | val_loss: 0.031192 | Time: 1480.74 ms [2021-10-06 18:13:36 main:581] : INFO : Epoch 1692 | loss: 0.0311124 | val_loss: 0.0311908 | Time: 1437.23 ms [2021-10-06 18:13:37 main:581] : INFO : Epoch 1693 | loss: 0.0311143 | val_loss: 0.0311846 | Time: 1439.45 ms [2021-10-06 18:13:39 main:581] : INFO : Epoch 1694 | loss: 0.0311201 | val_loss: 0.0311958 | Time: 1454.85 ms [2021-10-06 18:13:40 main:581] : INFO : Epoch 1695 | loss: 0.0311191 | val_loss: 0.0311996 | Time: 1449.5 ms [2021-10-06 18:13:42 main:581] : INFO : Epoch 1696 | loss: 0.0311178 | val_loss: 0.0311965 | Time: 1435.39 ms [2021-10-06 18:13:43 main:581] : INFO : Epoch 1697 | loss: 0.0311161 | val_loss: 0.0311881 | Time: 1465.58 ms [2021-10-06 18:13:45 main:581] : INFO : Epoch 1698 | loss: 0.0311147 | val_loss: 0.0311971 | Time: 1467.2 ms [2021-10-06 18:13:46 main:581] : INFO : Epoch 1699 | loss: 0.0311157 | val_loss: 0.0311857 | Time: 1483.52 ms [2021-10-06 18:13:48 main:581] : INFO : Epoch 1700 | loss: 0.031111 | val_loss: 0.0311925 | Time: 1485.03 ms [2021-10-06 18:13:49 main:581] : INFO : Epoch 1701 | loss: 0.0311104 | val_loss: 0.0311974 | Time: 1466.47 ms [2021-10-06 18:13:50 main:581] : INFO : Epoch 1702 | loss: 0.0311092 | val_loss: 0.0311882 | Time: 1467.15 ms [2021-10-06 18:13:52 main:581] : INFO : Epoch 1703 | loss: 0.0311087 | val_loss: 0.0311813 | Time: 1464.96 ms [2021-10-06 18:13:53 main:581] : INFO : Epoch 1704 | loss: 0.0311219 | val_loss: 0.031188 | Time: 1455.64 ms [2021-10-06 18:13:55 main:581] : INFO : Epoch 1705 | loss: 0.0311317 | val_loss: 0.0311916 | Time: 1481.35 ms [2021-10-06 18:13:56 main:581] : INFO : Epoch 1706 | loss: 0.031128 | val_loss: 0.0311872 | Time: 1458.17 ms [2021-10-06 18:13:58 main:581] : INFO : Epoch 1707 | loss: 0.0311211 | val_loss: 0.0311907 | Time: 1471.45 ms [2021-10-06 18:13:59 main:581] : INFO : Epoch 1708 | loss: 0.031119 | val_loss: 0.0311828 | Time: 1465.17 ms [2021-10-06 18:14:01 main:581] : INFO : Epoch 1709 | loss: 0.0311166 | val_loss: 0.031188 | Time: 1483.83 ms [2021-10-06 18:14:02 main:581] : INFO : Epoch 1710 | loss: 0.0311173 | val_loss: 0.0311887 | Time: 1484.37 ms [2021-10-06 18:14:04 main:581] : INFO : Epoch 1711 | loss: 0.0311209 | val_loss: 0.0311828 | Time: 1469.29 ms [2021-10-06 18:14:05 main:581] : INFO : Epoch 1712 | loss: 0.0311246 | val_loss: 0.0311828 | Time: 1483.53 ms [2021-10-06 18:14:07 main:581] : INFO : Epoch 1713 | loss: 0.0311247 | val_loss: 0.0311811 | Time: 1483.05 ms [2021-10-06 18:14:08 main:581] : INFO : Epoch 1714 | loss: 0.0311232 | val_loss: 0.0311854 | Time: 1466 ms [2021-10-06 18:14:10 main:581] : INFO : Epoch 1715 | loss: 0.0311171 | val_loss: 0.0311827 | Time: 1452.72 ms [2021-10-06 18:14:11 main:581] : INFO : Epoch 1716 | loss: 0.0311197 | val_loss: 0.0311839 | Time: 1461.1 ms [2021-10-06 18:14:13 main:581] : INFO : Epoch 1717 | loss: 0.0311187 | val_loss: 0.0311862 | Time: 1467.09 ms [2021-10-06 18:14:14 main:581] : INFO : Epoch 1718 | loss: 0.0311136 | val_loss: 0.0311949 | Time: 1465.56 ms [2021-10-06 18:14:15 main:581] : INFO : Epoch 1719 | loss: 0.0311145 | val_loss: 0.0311875 | Time: 1455.11 ms [2021-10-06 18:14:17 main:581] : INFO : Epoch 1720 | loss: 0.0311137 | val_loss: 0.0311826 | Time: 1466.09 ms [2021-10-06 18:14:18 main:581] : INFO : Epoch 1721 | loss: 0.031111 | val_loss: 0.0311838 | Time: 1468.75 ms [2021-10-06 18:14:20 main:581] : INFO : Epoch 1722 | loss: 0.0311106 | val_loss: 0.0311914 | Time: 1449.56 ms [2021-10-06 18:14:21 main:581] : INFO : Epoch 1723 | loss: 0.031109 | val_loss: 0.0311916 | Time: 1475.35 ms [2021-10-06 18:14:23 main:581] : INFO : Epoch 1724 | loss: 0.0311052 | val_loss: 0.0311946 | Time: 1484.82 ms [2021-10-06 18:14:24 main:581] : INFO : Epoch 1725 | loss: 0.0311056 | val_loss: 0.0311882 | Time: 1463.87 ms [2021-10-06 18:14:26 main:581] : INFO : Epoch 1726 | loss: 0.0311064 | val_loss: 0.031189 | Time: 1481.12 ms [2021-10-06 18:14:27 main:581] : INFO : Epoch 1727 | loss: 0.0311049 | val_loss: 0.0311942 | Time: 1467.13 ms [2021-10-06 18:14:29 main:581] : INFO : Epoch 1728 | loss: 0.0311046 | val_loss: 0.0311965 | Time: 1462.06 ms [2021-10-06 18:14:30 main:581] : INFO : Epoch 1729 | loss: 0.0311035 | val_loss: 0.0311922 | Time: 1455.07 ms [2021-10-06 18:14:32 main:581] : INFO : Epoch 1730 | loss: 0.0311051 | val_loss: 0.0311883 | Time: 1474.97 ms [2021-10-06 18:14:33 main:581] : INFO : Epoch 1731 | loss: 0.0311062 | val_loss: 0.0311932 | Time: 1465.24 ms [2021-10-06 18:14:35 main:581] : INFO : Epoch 1732 | loss: 0.031105 | val_loss: 0.0311908 | Time: 1439.3 ms [2021-10-06 18:14:36 main:581] : INFO : Epoch 1733 | loss: 0.0311031 | val_loss: 0.0311884 | Time: 1472.25 ms [2021-10-06 18:14:37 main:581] : INFO : Epoch 1734 | loss: 0.031103 | val_loss: 0.0311975 | Time: 1467.73 ms [2021-10-06 18:14:39 main:581] : INFO : Epoch 1735 | loss: 0.0311033 | val_loss: 0.0311955 | Time: 1446.63 ms [2021-10-06 18:14:40 main:581] : INFO : Epoch 1736 | loss: 0.031107 | val_loss: 0.0311946 | Time: 1469.66 ms [2021-10-06 18:14:42 main:581] : INFO : Epoch 1737 | loss: 0.0311088 | val_loss: 0.0311929 | Time: 1462.96 ms [2021-10-06 18:14:43 main:581] : INFO : Epoch 1738 | loss: 0.0311073 | val_loss: 0.0311888 | Time: 1454 ms [2021-10-06 18:14:45 main:581] : INFO : Epoch 1739 | loss: 0.0311062 | val_loss: 0.0312003 | Time: 1460.48 ms [2021-10-06 18:14:46 main:581] : INFO : Epoch 1740 | loss: 0.0311041 | val_loss: 0.0311918 | Time: 1477.35 ms [2021-10-06 18:14:48 main:581] : INFO : Epoch 1741 | loss: 0.0311105 | val_loss: 0.0311927 | Time: 1472.53 ms [2021-10-06 18:14:49 main:581] : INFO : Epoch 1742 | loss: 0.0311083 | val_loss: 0.0311945 | Time: 1473.4 ms [2021-10-06 18:14:51 main:581] : INFO : Epoch 1743 | loss: 0.031107 | val_loss: 0.0311938 | Time: 1463.31 ms [2021-10-06 18:14:52 main:581] : INFO : Epoch 1744 | loss: 0.0311049 | val_loss: 0.0311982 | Time: 1461.18 ms [2021-10-06 18:14:54 main:581] : INFO : Epoch 1745 | loss: 0.0311034 | val_loss: 0.0311893 | Time: 1455.69 ms [2021-10-06 18:14:55 main:581] : INFO : Epoch 1746 | loss: 0.0311028 | val_loss: 0.0311919 | Time: 1464.94 ms [2021-10-06 18:14:56 main:581] : INFO : Epoch 1747 | loss: 0.0311052 | val_loss: 0.0312002 | Time: 1468.39 ms [2021-10-06 18:14:58 main:581] : INFO : Epoch 1748 | loss: 0.0311072 | val_loss: 0.0311968 | Time: 1463.44 ms [2021-10-06 18:14:59 main:581] : INFO : Epoch 1749 | loss: 0.0311077 | val_loss: 0.0312038 | Time: 1480.84 ms [2021-10-06 18:15:01 main:581] : INFO : Epoch 1750 | loss: 0.0311034 | val_loss: 0.0311979 | Time: 1474.1 ms [2021-10-06 18:15:02 main:581] : INFO : Epoch 1751 | loss: 0.0311028 | val_loss: 0.0311922 | Time: 1445.83 ms [2021-10-06 18:15:04 main:581] : INFO : Epoch 1752 | loss: 0.0311027 | val_loss: 0.0311988 | Time: 1463.46 ms [2021-10-06 18:15:05 main:581] : INFO : Epoch 1753 | loss: 0.0311051 | val_loss: 0.0312111 | Time: 1472.25 ms [2021-10-06 18:15:07 main:581] : INFO : Epoch 1754 | loss: 0.0311042 | val_loss: 0.0312123 | Time: 1450.69 ms [2021-10-06 18:15:08 main:581] : INFO : Epoch 1755 | loss: 0.0311052 | val_loss: 0.0312029 | Time: 1458.08 ms [2021-10-06 18:15:10 main:581] : INFO : Epoch 1756 | loss: 0.0311116 | val_loss: 0.0311945 | Time: 1457.22 ms [2021-10-06 18:15:11 main:581] : INFO : Epoch 1757 | loss: 0.0311142 | val_loss: 0.031195 | Time: 1472.03 ms [2021-10-06 18:15:13 main:581] : INFO : Epoch 1758 | loss: 0.0311115 | val_loss: 0.0311926 | Time: 1461.36 ms [2021-10-06 18:15:14 main:581] : INFO : Epoch 1759 | loss: 0.0311116 | val_loss: 0.0311965 | Time: 1456.76 ms [2021-10-06 18:15:16 main:581] : INFO : Epoch 1760 | loss: 0.0311111 | val_loss: 0.0311874 | Time: 1451.01 ms [2021-10-06 18:15:17 main:581] : INFO : Epoch 1761 | loss: 0.0311078 | val_loss: 0.0311959 | Time: 1451.02 ms [2021-10-06 18:15:18 main:581] : INFO : Epoch 1762 | loss: 0.0311064 | val_loss: 0.0312028 | Time: 1436.62 ms [2021-10-06 18:15:20 main:581] : INFO : Epoch 1763 | loss: 0.031106 | val_loss: 0.0312064 | Time: 1444.84 ms [2021-10-06 18:15:21 main:581] : INFO : Epoch 1764 | loss: 0.0311418 | val_loss: 0.0312106 | Time: 1458.9 ms [2021-10-06 18:15:23 main:581] : INFO : Epoch 1765 | loss: 0.0311545 | val_loss: 0.0311789 | Time: 1457.71 ms [2021-10-06 18:15:24 main:581] : INFO : Epoch 1766 | loss: 0.0311512 | val_loss: 0.0311879 | Time: 1454.49 ms [2021-10-06 18:15:26 main:581] : INFO : Epoch 1767 | loss: 0.0311511 | val_loss: 0.0311852 | Time: 1469.29 ms [2021-10-06 18:15:27 main:581] : INFO : Epoch 1768 | loss: 0.0311461 | val_loss: 0.0311786 | Time: 1465.7 ms [2021-10-06 18:15:29 main:581] : INFO : Epoch 1769 | loss: 0.0311413 | val_loss: 0.0311779 | Time: 1454.21 ms [2021-10-06 18:15:30 main:581] : INFO : Epoch 1770 | loss: 0.031137 | val_loss: 0.031184 | Time: 1489.12 ms [2021-10-06 18:15:32 main:581] : INFO : Epoch 1771 | loss: 0.0311343 | val_loss: 0.0311837 | Time: 1458.61 ms [2021-10-06 18:15:33 main:581] : INFO : Epoch 1772 | loss: 0.0311345 | val_loss: 0.0311849 | Time: 1462.24 ms [2021-10-06 18:15:34 main:581] : INFO : Epoch 1773 | loss: 0.03113 | val_loss: 0.0311892 | Time: 1455.3 ms [2021-10-06 18:15:36 main:581] : INFO : Epoch 1774 | loss: 0.0311287 | val_loss: 0.0311835 | Time: 1467.11 ms [2021-10-06 18:15:37 main:581] : INFO : Epoch 1775 | loss: 0.0311252 | val_loss: 0.0311779 | Time: 1462.9 ms [2021-10-06 18:15:39 main:581] : INFO : Epoch 1776 | loss: 0.0311251 | val_loss: 0.0311846 | Time: 1452.54 ms [2021-10-06 18:15:40 main:581] : INFO : Epoch 1777 | loss: 0.0311258 | val_loss: 0.0311831 | Time: 1507.53 ms [2021-10-06 18:15:42 main:581] : INFO : Epoch 1778 | loss: 0.0311234 | val_loss: 0.031183 | Time: 1498.71 ms [2021-10-06 18:15:43 main:581] : INFO : Epoch 1779 | loss: 0.0311193 | val_loss: 0.0311855 | Time: 1455.51 ms [2021-10-06 18:15:45 main:581] : INFO : Epoch 1780 | loss: 0.03112 | val_loss: 0.0311862 | Time: 1480.64 ms [2021-10-06 18:15:46 main:581] : INFO : Epoch 1781 | loss: 0.0311187 | val_loss: 0.0311903 | Time: 1465.23 ms [2021-10-06 18:15:48 main:581] : INFO : Epoch 1782 | loss: 0.0311399 | val_loss: 0.0311942 | Time: 1470.75 ms [2021-10-06 18:15:49 main:581] : INFO : Epoch 1783 | loss: 0.0311592 | val_loss: 0.0311856 | Time: 1465.58 ms [2021-10-06 18:15:51 main:581] : INFO : Epoch 1784 | loss: 0.03115 | val_loss: 0.0311849 | Time: 1448.29 ms [2021-10-06 18:15:52 main:581] : INFO : Epoch 1785 | loss: 0.0311441 | val_loss: 0.031179 | Time: 1473.38 ms [2021-10-06 18:15:54 main:581] : INFO : Epoch 1786 | loss: 0.0311427 | val_loss: 0.0311781 | Time: 1452.74 ms [2021-10-06 18:15:55 main:581] : INFO : Epoch 1787 | loss: 0.0311401 | val_loss: 0.0311837 | Time: 1499.44 ms [2021-10-06 18:15:57 main:581] : INFO : Epoch 1788 | loss: 0.0311356 | val_loss: 0.0311791 | Time: 1483.3 ms [2021-10-06 18:15:58 main:581] : INFO : Epoch 1789 | loss: 0.0311346 | val_loss: 0.0311783 | Time: 1476.39 ms [2021-10-06 18:16:00 main:581] : INFO : Epoch 1790 | loss: 0.0311308 | val_loss: 0.0311839 | Time: 1481.76 ms [2021-10-06 18:16:01 main:581] : INFO : Epoch 1791 | loss: 0.0311312 | val_loss: 0.0311847 | Time: 1469.53 ms [2021-10-06 18:16:02 main:581] : INFO : Epoch 1792 | loss: 0.0311319 | val_loss: 0.0311843 | Time: 1457.56 ms [2021-10-06 18:16:04 main:581] : INFO : Epoch 1793 | loss: 0.031128 | val_loss: 0.0311845 | Time: 1484.2 ms [2021-10-06 18:16:05 main:581] : INFO : Epoch 1794 | loss: 0.0311268 | val_loss: 0.0311844 | Time: 1462.25 ms [2021-10-06 18:16:07 main:581] : INFO : Epoch 1795 | loss: 0.0311268 | val_loss: 0.0311889 | Time: 1462.89 ms [2021-10-06 18:16:08 main:581] : INFO : Epoch 1796 | loss: 0.0311352 | val_loss: 0.0311872 | Time: 1461.53 ms [2021-10-06 18:16:10 main:581] : INFO : Epoch 1797 | loss: 0.0311372 | val_loss: 0.0311863 | Time: 1449.91 ms [2021-10-06 18:16:11 main:581] : INFO : Epoch 1798 | loss: 0.0311335 | val_loss: 0.0311947 | Time: 1450.31 ms [2021-10-06 18:16:13 main:581] : INFO : Epoch 1799 | loss: 0.0311294 | val_loss: 0.0311868 | Time: 1458.15 ms [2021-10-06 18:16:14 main:581] : INFO : Epoch 1800 | loss: 0.0311294 | val_loss: 0.0311919 | Time: 1461.35 ms [2021-10-06 18:16:16 main:581] : INFO : Epoch 1801 | loss: 0.0311223 | val_loss: 0.0311952 | Time: 1465.42 ms [2021-10-06 18:16:17 main:581] : INFO : Epoch 1802 | loss: 0.0311217 | val_loss: 0.0311875 | Time: 1507.61 ms [2021-10-06 18:16:19 main:581] : INFO : Epoch 1803 | loss: 0.0311215 | val_loss: 0.0311817 | Time: 1446.12 ms [2021-10-06 18:16:20 main:581] : INFO : Epoch 1804 | loss: 0.0311205 | val_loss: 0.0311906 | Time: 1456.19 ms [2021-10-06 18:16:21 main:581] : INFO : Epoch 1805 | loss: 0.0311236 | val_loss: 0.0311835 | Time: 1451.18 ms [2021-10-06 18:16:23 main:581] : INFO : Epoch 1806 | loss: 0.0311233 | val_loss: 0.0311914 | Time: 1466.31 ms [2021-10-06 18:16:24 main:581] : INFO : Epoch 1807 | loss: 0.0311178 | val_loss: 0.0311855 | Time: 1459.04 ms [2021-10-06 18:16:26 main:581] : INFO : Epoch 1808 | loss: 0.0311175 | val_loss: 0.031185 | Time: 1452.15 ms [2021-10-06 18:16:27 main:581] : INFO : Epoch 1809 | loss: 0.0311171 | val_loss: 0.0311925 | Time: 1472.08 ms [2021-10-06 18:16:29 main:581] : INFO : Epoch 1810 | loss: 0.031116 | val_loss: 0.0311902 | Time: 1481.06 ms [2021-10-06 18:16:30 main:581] : INFO : Epoch 1811 | loss: 0.0311144 | val_loss: 0.0311936 | Time: 1470.33 ms [2021-10-06 18:16:32 main:581] : INFO : Epoch 1812 | loss: 0.0311192 | val_loss: 0.0311896 | Time: 1460.78 ms [2021-10-06 18:16:33 main:581] : INFO : Epoch 1813 | loss: 0.0311189 | val_loss: 0.0311814 | Time: 1592.48 ms [2021-10-06 18:16:35 main:581] : INFO : Epoch 1814 | loss: 0.0311204 | val_loss: 0.0312 | Time: 1475.76 ms [2021-10-06 18:16:36 main:581] : INFO : Epoch 1815 | loss: 0.0311253 | val_loss: 0.0311845 | Time: 1469.35 ms [2021-10-06 18:16:38 main:581] : INFO : Epoch 1816 | loss: 0.0311244 | val_loss: 0.031188 | Time: 1522.08 ms [2021-10-06 18:16:39 main:581] : INFO : Epoch 1817 | loss: 0.0311177 | val_loss: 0.0311895 | Time: 1551.11 ms [2021-10-06 18:16:41 main:581] : INFO : Epoch 1818 | loss: 0.0311158 | val_loss: 0.0311861 | Time: 1449.75 ms [2021-10-06 18:16:42 main:581] : INFO : Epoch 1819 | loss: 0.031117 | val_loss: 0.0311987 | Time: 1697.83 ms [2021-10-06 18:16:44 main:581] : INFO : Epoch 1820 | loss: 0.0311175 | val_loss: 0.0311885 | Time: 1501.55 ms [2021-10-06 18:16:45 main:581] : INFO : Epoch 1821 | loss: 0.0311121 | val_loss: 0.0311907 | Time: 1457.48 ms [2021-10-06 18:16:47 main:581] : INFO : Epoch 1822 | loss: 0.0311138 | val_loss: 0.0311892 | Time: 1454.96 ms [2021-10-06 18:16:48 main:581] : INFO : Epoch 1823 | loss: 0.0311232 | val_loss: 0.0311909 | Time: 1467.4 ms [2021-10-06 18:16:50 main:581] : INFO : Epoch 1824 | loss: 0.0311212 | val_loss: 0.0311839 | Time: 1457.61 ms [2021-10-06 18:16:51 main:581] : INFO : Epoch 1825 | loss: 0.0311166 | val_loss: 0.0311928 | Time: 1447.93 ms [2021-10-06 18:16:53 main:581] : INFO : Epoch 1826 | loss: 0.0311132 | val_loss: 0.0311965 | Time: 1452.64 ms [2021-10-06 18:16:54 main:581] : INFO : Epoch 1827 | loss: 0.0311143 | val_loss: 0.0311925 | Time: 1445.54 ms [2021-10-06 18:16:56 main:581] : INFO : Epoch 1828 | loss: 0.0311129 | val_loss: 0.031188 | Time: 1457.02 ms [2021-10-06 18:16:57 main:581] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.031189 | Time: 1464.16 ms [2021-10-06 18:16:59 main:581] : INFO : Epoch 1830 | loss: 0.031109 | val_loss: 0.0311984 | Time: 1455.79 ms [2021-10-06 18:17:00 main:581] : INFO : Epoch 1831 | loss: 0.0311073 | val_loss: 0.0311887 | Time: 1462.15 ms [2021-10-06 18:17:01 main:581] : INFO : Epoch 1832 | loss: 0.0311136 | val_loss: 0.0311865 | Time: 1476.9 ms [2021-10-06 18:17:03 main:581] : INFO : Epoch 1833 | loss: 0.0311502 | val_loss: 0.031193 | Time: 1451.77 ms [2021-10-06 18:17:04 main:581] : INFO : Epoch 1834 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1475.9 ms [2021-10-06 18:17:06 main:581] : INFO : Epoch 1835 | loss: 0.0311637 | val_loss: 0.0311861 | Time: 1468.04 ms [2021-10-06 18:17:07 main:581] : INFO : Epoch 1836 | loss: 0.0311569 | val_loss: 0.0311745 | Time: 1462.13 ms [2021-10-06 18:17:09 main:581] : INFO : Epoch 1837 | loss: 0.0311506 | val_loss: 0.0311744 | Time: 1456.7 ms [2021-10-06 18:17:10 main:581] : INFO : Epoch 1838 | loss: 0.0311438 | val_loss: 0.0311753 | Time: 1467.23 ms [2021-10-06 18:17:12 main:581] : INFO : Epoch 1839 | loss: 0.0311395 | val_loss: 0.0311764 | Time: 1452.21 ms [2021-10-06 18:17:13 main:581] : INFO : Epoch 1840 | loss: 0.0311361 | val_loss: 0.0311774 | Time: 1451.06 ms [2021-10-06 18:17:15 main:581] : INFO : Epoch 1841 | loss: 0.0311349 | val_loss: 0.0311789 | Time: 1460.96 ms [2021-10-06 18:17:16 main:581] : INFO : Epoch 1842 | loss: 0.0311336 | val_loss: 0.0311791 | Time: 1464.45 ms [2021-10-06 18:17:18 main:581] : INFO : Epoch 1843 | loss: 0.0311331 | val_loss: 0.0311741 | Time: 1444.34 ms [2021-10-06 18:17:19 main:581] : INFO : Epoch 1844 | loss: 0.0311304 | val_loss: 0.0311834 | Time: 1462.85 ms [2021-10-06 18:17:20 main:581] : INFO : Epoch 1845 | loss: 0.0311372 | val_loss: 0.0311791 | Time: 1479.75 ms [2021-10-06 18:17:22 main:581] : INFO : Epoch 1846 | loss: 0.0311358 | val_loss: 0.0311783 | Time: 1477.91 ms [2021-10-06 18:17:23 main:581] : INFO : Epoch 1847 | loss: 0.0311318 | val_loss: 0.0311753 | Time: 1471.89 ms [2021-10-06 18:17:25 main:581] : INFO : Epoch 1848 | loss: 0.0311313 | val_loss: 0.0311764 | Time: 1444.96 ms [2021-10-06 18:17:26 main:581] : INFO : Epoch 1849 | loss: 0.0311275 | val_loss: 0.0311827 | Time: 1445.83 ms [2021-10-06 18:17:28 main:581] : INFO : Epoch 1850 | loss: 0.0311277 | val_loss: 0.03119 | Time: 1465.12 ms [2021-10-06 18:17:29 main:581] : INFO : Epoch 1851 | loss: 0.0311238 | val_loss: 0.0311776 | Time: 1455.65 ms [2021-10-06 18:17:31 main:581] : INFO : Epoch 1852 | loss: 0.0311224 | val_loss: 0.0311788 | Time: 1482.36 ms [2021-10-06 18:17:32 main:581] : INFO : Epoch 1853 | loss: 0.0311216 | val_loss: 0.0311893 | Time: 1465.09 ms [2021-10-06 18:17:34 main:581] : INFO : Epoch 1854 | loss: 0.0311213 | val_loss: 0.0311814 | Time: 1461.85 ms [2021-10-06 18:17:35 main:581] : INFO : Epoch 1855 | loss: 0.0311205 | val_loss: 0.0311813 | Time: 1479.5 ms [2021-10-06 18:17:37 main:581] : INFO : Epoch 1856 | loss: 0.0311189 | val_loss: 0.0311841 | Time: 1459.25 ms [2021-10-06 18:17:38 main:581] : INFO : Epoch 1857 | loss: 0.0311178 | val_loss: 0.0311845 | Time: 1457.41 ms [2021-10-06 18:17:40 main:581] : INFO : Epoch 1858 | loss: 0.0311198 | val_loss: 0.0311897 | Time: 1465.39 ms [2021-10-06 18:17:41 main:581] : INFO : Epoch 1859 | loss: 0.0311175 | val_loss: 0.0311824 | Time: 1453.9 ms [2021-10-06 18:17:42 main:581] : INFO : Epoch 1860 | loss: 0.0311166 | val_loss: 0.0311833 | Time: 1432.21 ms [2021-10-06 18:17:44 main:581] : INFO : Epoch 1861 | loss: 0.0311173 | val_loss: 0.031181 | Time: 1445.96 ms [2021-10-06 18:17:45 main:581] : INFO : Epoch 1862 | loss: 0.0311139 | val_loss: 0.0311897 | Time: 1453.35 ms [2021-10-06 18:17:47 main:581] : INFO : Epoch 1863 | loss: 0.0311139 | val_loss: 0.0311812 | Time: 1461.17 ms [2021-10-06 18:17:48 main:581] : INFO : Epoch 1864 | loss: 0.0311146 | val_loss: 0.0311846 | Time: 1457.44 ms [2021-10-06 18:17:50 main:581] : INFO : Epoch 1865 | loss: 0.0311145 | val_loss: 0.031182 | Time: 1468.15 ms [2021-10-06 18:17:51 main:581] : INFO : Epoch 1866 | loss: 0.0311149 | val_loss: 0.0311906 | Time: 1467.31 ms [2021-10-06 18:17:53 main:581] : INFO : Epoch 1867 | loss: 0.0311148 | val_loss: 0.0311843 | Time: 1487.56 ms [2021-10-06 18:17:54 main:581] : INFO : Epoch 1868 | loss: 0.0311152 | val_loss: 0.0311908 | Time: 1468.56 ms [2021-10-06 18:17:56 main:581] : INFO : Epoch 1869 | loss: 0.0311166 | val_loss: 0.0311894 | Time: 1439.71 ms [2021-10-06 18:17:57 main:581] : INFO : Epoch 1870 | loss: 0.0311194 | val_loss: 0.0311787 | Time: 1452.89 ms [2021-10-06 18:17:58 main:581] : INFO : Epoch 1871 | loss: 0.0311265 | val_loss: 0.0311826 | Time: 1447.22 ms [2021-10-06 18:18:00 main:581] : INFO : Epoch 1872 | loss: 0.0311203 | val_loss: 0.0311803 | Time: 1475.08 ms [2021-10-06 18:18:01 main:581] : INFO : Epoch 1873 | loss: 0.0311172 | val_loss: 0.0311797 | Time: 1453.28 ms [2021-10-06 18:18:03 main:581] : INFO : Epoch 1874 | loss: 0.031117 | val_loss: 0.0311818 | Time: 1641.67 ms [2021-10-06 18:18:05 main:581] : INFO : Epoch 1875 | loss: 0.0311216 | val_loss: 0.0311926 | Time: 1645 ms [2021-10-06 18:18:06 main:581] : INFO : Epoch 1876 | loss: 0.0311165 | val_loss: 0.0311817 | Time: 1470.71 ms [2021-10-06 18:18:08 main:581] : INFO : Epoch 1877 | loss: 0.0311157 | val_loss: 0.0311817 | Time: 1492.38 ms [2021-10-06 18:18:09 main:581] : INFO : Epoch 1878 | loss: 0.0311159 | val_loss: 0.0311831 | Time: 1444.14 ms [2021-10-06 18:18:11 main:581] : INFO : Epoch 1879 | loss: 0.0311131 | val_loss: 0.0311817 | Time: 1462.79 ms [2021-10-06 18:18:12 main:581] : INFO : Epoch 1880 | loss: 0.0311136 | val_loss: 0.031183 | Time: 1444.15 ms [2021-10-06 18:18:13 main:581] : INFO : Epoch 1881 | loss: 0.03111 | val_loss: 0.0311851 | Time: 1461.09 ms [2021-10-06 18:18:15 main:581] : INFO : Epoch 1882 | loss: 0.0311118 | val_loss: 0.0311862 | Time: 1466.64 ms [2021-10-06 18:18:16 main:581] : INFO : Epoch 1883 | loss: 0.0311146 | val_loss: 0.03118 | Time: 1435.63 ms [2021-10-06 18:18:18 main:581] : INFO : Epoch 1884 | loss: 0.0311168 | val_loss: 0.0311792 | Time: 1451.1 ms [2021-10-06 18:18:19 main:581] : INFO : Epoch 1885 | loss: 0.031125 | val_loss: 0.0311733 | Time: 1480.72 ms [2021-10-06 18:18:21 main:581] : INFO : Epoch 1886 | loss: 0.0311198 | val_loss: 0.0311811 | Time: 1469.01 ms [2021-10-06 18:18:22 main:581] : INFO : Epoch 1887 | loss: 0.0311169 | val_loss: 0.0311821 | Time: 1469.83 ms [2021-10-06 18:18:24 main:581] : INFO : Epoch 1888 | loss: 0.0311142 | val_loss: 0.0311778 | Time: 1459.35 ms [2021-10-06 18:18:25 main:581] : INFO : Epoch 1889 | loss: 0.0311141 | val_loss: 0.0311775 | Time: 1451.47 ms [2021-10-06 18:18:27 main:581] : INFO : Epoch 1890 | loss: 0.0311182 | val_loss: 0.0311799 | Time: 1470.94 ms [2021-10-06 18:18:28 main:581] : INFO : Epoch 1891 | loss: 0.0311195 | val_loss: 0.0311754 | Time: 1464.97 ms [2021-10-06 18:18:30 main:581] : INFO : Epoch 1892 | loss: 0.0311195 | val_loss: 0.0311817 | Time: 1474.61 ms [2021-10-06 18:18:31 main:581] : INFO : Epoch 1893 | loss: 0.0311154 | val_loss: 0.0311821 | Time: 1472.71 ms [2021-10-06 18:18:32 main:581] : INFO : Epoch 1894 | loss: 0.0311173 | val_loss: 0.0311796 | Time: 1469.81 ms [2021-10-06 18:18:34 main:581] : INFO : Epoch 1895 | loss: 0.0311161 | val_loss: 0.0311841 | Time: 1464.71 ms [2021-10-06 18:18:35 main:581] : INFO : Epoch 1896 | loss: 0.0311147 | val_loss: 0.0311766 | Time: 1478.12 ms [2021-10-06 18:18:37 main:581] : INFO : Epoch 1897 | loss: 0.0311157 | val_loss: 0.0311784 | Time: 1448.3 ms [2021-10-06 18:18:38 main:581] : INFO : Epoch 1898 | loss: 0.0311128 | val_loss: 0.0311882 | Time: 1494.52 ms [2021-10-06 18:18:40 main:581] : INFO : Epoch 1899 | loss: 0.03111 | val_loss: 0.0311834 | Time: 1468.45 ms [2021-10-06 18:18:41 main:581] : INFO : Epoch 1900 | loss: 0.0311114 | val_loss: 0.0311845 | Time: 1462.02 ms [2021-10-06 18:18:43 main:581] : INFO : Epoch 1901 | loss: 0.0311086 | val_loss: 0.0311829 | Time: 1469.44 ms [2021-10-06 18:18:44 main:581] : INFO : Epoch 1902 | loss: 0.0311089 | val_loss: 0.0311787 | Time: 1470.54 ms [2021-10-06 18:18:46 main:581] : INFO : Epoch 1903 | loss: 0.0311096 | val_loss: 0.0311871 | Time: 1466.79 ms [2021-10-06 18:18:47 main:581] : INFO : Epoch 1904 | loss: 0.0311103 | val_loss: 0.0311932 | Time: 1459.33 ms [2021-10-06 18:18:49 main:581] : INFO : Epoch 1905 | loss: 0.0311081 | val_loss: 0.0311849 | Time: 1465.48 ms [2021-10-06 18:18:50 main:581] : INFO : Epoch 1906 | loss: 0.0311083 | val_loss: 0.0311885 | Time: 1456.53 ms [2021-10-06 18:18:52 main:581] : INFO : Epoch 1907 | loss: 0.0311061 | val_loss: 0.0311818 | Time: 1437.71 ms [2021-10-06 18:18:53 main:581] : INFO : Epoch 1908 | loss: 0.0311059 | val_loss: 0.0311877 | Time: 1443.38 ms [2021-10-06 18:18:54 main:581] : INFO : Epoch 1909 | loss: 0.031105 | val_loss: 0.0311853 | Time: 1443.54 ms [2021-10-06 18:18:56 main:581] : INFO : Epoch 1910 | loss: 0.031104 | val_loss: 0.0311941 | Time: 1427.7 ms [2021-10-06 18:18:57 main:581] : INFO : Epoch 1911 | loss: 0.0311021 | val_loss: 0.0311847 | Time: 1466.11 ms [2021-10-06 18:18:59 main:581] : INFO : Epoch 1912 | loss: 0.0311032 | val_loss: 0.0311984 | Time: 1462 ms [2021-10-06 18:19:00 main:581] : INFO : Epoch 1913 | loss: 0.0311034 | val_loss: 0.0311915 | Time: 1446.05 ms [2021-10-06 18:19:02 main:581] : INFO : Epoch 1914 | loss: 0.031102 | val_loss: 0.03119 | Time: 1462.96 ms [2021-10-06 18:19:03 main:581] : INFO : Epoch 1915 | loss: 0.0311052 | val_loss: 0.0311859 | Time: 1468.28 ms [2021-10-06 18:19:05 main:581] : INFO : Epoch 1916 | loss: 0.0311162 | val_loss: 0.0311858 | Time: 1515.97 ms [2021-10-06 18:19:06 main:581] : INFO : Epoch 1917 | loss: 0.0311167 | val_loss: 0.0311857 | Time: 1460.96 ms [2021-10-06 18:19:08 main:581] : INFO : Epoch 1918 | loss: 0.0311118 | val_loss: 0.0311909 | Time: 1687.29 ms [2021-10-06 18:19:09 main:581] : INFO : Epoch 1919 | loss: 0.0311108 | val_loss: 0.0311814 | Time: 1486.6 ms [2021-10-06 18:19:11 main:581] : INFO : Epoch 1920 | loss: 0.0311086 | val_loss: 0.0311786 | Time: 1453.07 ms [2021-10-06 18:19:12 main:581] : INFO : Epoch 1921 | loss: 0.0311104 | val_loss: 0.0311821 | Time: 1453.61 ms [2021-10-06 18:19:14 main:581] : INFO : Epoch 1922 | loss: 0.0311084 | val_loss: 0.0311904 | Time: 1584.91 ms [2021-10-06 18:19:15 main:581] : INFO : Epoch 1923 | loss: 0.0311109 | val_loss: 0.0311863 | Time: 1513 ms [2021-10-06 18:19:17 main:581] : INFO : Epoch 1924 | loss: 0.0311137 | val_loss: 0.0311848 | Time: 1472.65 ms [2021-10-06 18:19:18 main:581] : INFO : Epoch 1925 | loss: 0.0311121 | val_loss: 0.0311919 | Time: 1460.56 ms [2021-10-06 18:19:20 main:581] : INFO : Epoch 1926 | loss: 0.031121 | val_loss: 0.0311854 | Time: 1488.6 ms [2021-10-06 18:19:21 main:581] : INFO : Epoch 1927 | loss: 0.0311364 | val_loss: 0.0311758 | Time: 1442.6 ms [2021-10-06 18:19:23 main:581] : INFO : Epoch 1928 | loss: 0.0311462 | val_loss: 0.0311751 | Time: 1473.57 ms [2021-10-06 18:19:24 main:581] : INFO : Epoch 1929 | loss: 0.0311353 | val_loss: 0.0311852 | Time: 1547.89 ms [2021-10-06 18:19:26 main:581] : INFO : Epoch 1930 | loss: 0.0311297 | val_loss: 0.0311812 | Time: 1645.21 ms [2021-10-06 18:19:27 main:581] : INFO : Epoch 1931 | loss: 0.0311262 | val_loss: 0.0311826 | Time: 1444.84 ms [2021-10-06 18:19:29 main:581] : INFO : Epoch 1932 | loss: 0.0311244 | val_loss: 0.0311798 | Time: 1541.07 ms [2021-10-06 18:19:30 main:581] : INFO : Epoch 1933 | loss: 0.0311205 | val_loss: 0.0311812 | Time: 1466.25 ms [2021-10-06 18:19:32 main:581] : INFO : Epoch 1934 | loss: 0.0311157 | val_loss: 0.0311842 | Time: 1453.23 ms [2021-10-06 18:19:33 main:581] : INFO : Epoch 1935 | loss: 0.0311175 | val_loss: 0.0311822 | Time: 1418.09 ms [2021-10-06 18:19:35 main:581] : INFO : Epoch 1936 | loss: 0.0311145 | val_loss: 0.0311796 | Time: 1463.93 ms [2021-10-06 18:19:36 main:581] : INFO : Epoch 1937 | loss: 0.0311139 | val_loss: 0.0311794 | Time: 1459.9 ms [2021-10-06 18:19:38 main:581] : INFO : Epoch 1938 | loss: 0.0311139 | val_loss: 0.0311804 | Time: 1442.76 ms [2021-10-06 18:19:39 main:581] : INFO : Epoch 1939 | loss: 0.0311116 | val_loss: 0.0311819 | Time: 1462.89 ms [2021-10-06 18:19:40 main:581] : INFO : Epoch 1940 | loss: 0.031109 | val_loss: 0.0311881 | Time: 1464.42 ms [2021-10-06 18:19:42 main:581] : INFO : Epoch 1941 | loss: 0.031108 | val_loss: 0.0311831 | Time: 1438.88 ms [2021-10-06 18:19:43 main:581] : INFO : Epoch 1942 | loss: 0.0311089 | val_loss: 0.0311819 | Time: 1431.02 ms [2021-10-06 18:19:45 main:581] : INFO : Epoch 1943 | loss: 0.0311108 | val_loss: 0.0311886 | Time: 1479.68 ms [2021-10-06 18:19:46 main:581] : INFO : Epoch 1944 | loss: 0.0311086 | val_loss: 0.0311915 | Time: 1566.25 ms [2021-10-06 18:19:48 main:581] : INFO : Epoch 1945 | loss: 0.031106 | val_loss: 0.0311817 | Time: 1453.3 ms [2021-10-06 18:19:49 main:581] : INFO : Epoch 1946 | loss: 0.0311068 | val_loss: 0.0311794 | Time: 1492.56 ms [2021-10-06 18:19:51 main:581] : INFO : Epoch 1947 | loss: 0.0311046 | val_loss: 0.0311805 | Time: 1461.82 ms [2021-10-06 18:19:52 main:581] : INFO : Epoch 1948 | loss: 0.0311065 | val_loss: 0.031188 | Time: 1450.59 ms [2021-10-06 18:19:54 main:581] : INFO : Epoch 1949 | loss: 0.0311111 | val_loss: 0.0311812 | Time: 1454.65 ms [2021-10-06 18:19:55 main:581] : INFO : Epoch 1950 | loss: 0.0311074 | val_loss: 0.0311821 | Time: 1447.75 ms [2021-10-06 18:19:57 main:581] : INFO : Epoch 1951 | loss: 0.0311061 | val_loss: 0.0311878 | Time: 1442.06 ms [2021-10-06 18:19:58 main:581] : INFO : Epoch 1952 | loss: 0.0311041 | val_loss: 0.0311841 | Time: 1433.74 ms [2021-10-06 18:19:59 main:581] : INFO : Epoch 1953 | loss: 0.031113 | val_loss: 0.0311864 | Time: 1447.65 ms [2021-10-06 18:20:01 main:581] : INFO : Epoch 1954 | loss: 0.0311178 | val_loss: 0.0311825 | Time: 1456.62 ms [2021-10-06 18:20:02 main:581] : INFO : Epoch 1955 | loss: 0.0311247 | val_loss: 0.0311822 | Time: 1448.86 ms [2021-10-06 18:20:04 main:581] : INFO : Epoch 1956 | loss: 0.0312019 | val_loss: 0.0312341 | Time: 1467.72 ms [2021-10-06 18:20:05 main:581] : INFO : Epoch 1957 | loss: 0.0312197 | val_loss: 0.0312153 | Time: 1454.14 ms [2021-10-06 18:20:07 main:581] : INFO : Epoch 1958 | loss: 0.0312126 | val_loss: 0.031205 | Time: 1473.82 ms [2021-10-06 18:20:08 main:581] : INFO : Epoch 1959 | loss: 0.0312061 | val_loss: 0.0312029 | Time: 1486.22 ms [2021-10-06 18:20:10 main:581] : INFO : Epoch 1960 | loss: 0.0312016 | val_loss: 0.0311998 | Time: 1448.74 ms [2021-10-06 18:20:11 main:581] : INFO : Epoch 1961 | loss: 0.0311976 | val_loss: 0.0311973 | Time: 1519.53 ms [2021-10-06 18:20:13 main:581] : INFO : Epoch 1962 | loss: 0.0311933 | val_loss: 0.0311941 | Time: 1452.93 ms [2021-10-06 18:20:14 main:581] : INFO : Epoch 1963 | loss: 0.0311871 | val_loss: 0.0311862 | Time: 1451.78 ms [2021-10-06 18:20:16 main:581] : INFO : Epoch 1964 | loss: 0.0311804 | val_loss: 0.0311864 | Time: 1465.82 ms [2021-10-06 18:20:17 main:581] : INFO : Epoch 1965 | loss: 0.0311749 | val_loss: 0.0311797 | Time: 1479.26 ms [2021-10-06 18:20:19 main:581] : INFO : Epoch 1966 | loss: 0.0311692 | val_loss: 0.031178 | Time: 1448.41 ms [2021-10-06 18:20:20 main:581] : INFO : Epoch 1967 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1451.52 ms [2021-10-06 18:20:21 main:581] : INFO : Epoch 1968 | loss: 0.0311651 | val_loss: 0.0311799 | Time: 1449.59 ms [2021-10-06 18:20:23 main:581] : INFO : Epoch 1969 | loss: 0.0311638 | val_loss: 0.0311804 | Time: 1453.99 ms [2021-10-06 18:20:24 main:581] : INFO : Epoch 1970 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 1527.93 ms [2021-10-06 18:20:26 main:581] : INFO : Epoch 1971 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 1534.57 ms [2021-10-06 18:20:27 main:581] : INFO : Epoch 1972 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 1493.63 ms [2021-10-06 18:20:29 main:581] : INFO : Epoch 1973 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 1457.2 ms [2021-10-06 18:20:30 main:581] : INFO : Epoch 1974 | loss: 0.0311556 | val_loss: 0.0311737 | Time: 1432.94 ms [2021-10-06 18:20:32 main:581] : INFO : Epoch 1975 | loss: 0.0311548 | val_loss: 0.0311744 | Time: 1457.85 ms [2021-10-06 18:20:33 main:581] : INFO : Epoch 1976 | loss: 0.031157 | val_loss: 0.031178 | Time: 1446.35 ms [2021-10-06 18:20:35 main:581] : INFO : Epoch 1977 | loss: 0.0311536 | val_loss: 0.0311745 | Time: 1468.5 ms [2021-10-06 18:20:36 main:581] : INFO : Epoch 1978 | loss: 0.0311532 | val_loss: 0.0311715 | Time: 1472.83 ms [2021-10-06 18:20:38 main:581] : INFO : Epoch 1979 | loss: 0.0311508 | val_loss: 0.0311729 | Time: 1462.15 ms [2021-10-06 18:20:39 main:581] : INFO : Epoch 1980 | loss: 0.0311494 | val_loss: 0.031172 | Time: 1452.25 ms [2021-10-06 18:20:41 main:581] : INFO : Epoch 1981 | loss: 0.0311479 | val_loss: 0.0311707 | Time: 1465.11 ms [2021-10-06 18:20:42 main:581] : INFO : Epoch 1982 | loss: 0.0311481 | val_loss: 0.0311726 | Time: 1462.79 ms [2021-10-06 18:20:43 main:581] : INFO : Epoch 1983 | loss: 0.0311467 | val_loss: 0.0311754 | Time: 1444.36 ms [2021-10-06 18:20:45 main:581] : INFO : Epoch 1984 | loss: 0.0311457 | val_loss: 0.0311715 | Time: 1449.19 ms [2021-10-06 18:20:46 main:581] : INFO : Epoch 1985 | loss: 0.0311476 | val_loss: 0.0311776 | Time: 1435.47 ms [2021-10-06 18:20:48 main:581] : INFO : Epoch 1986 | loss: 0.0311472 | val_loss: 0.0311774 | Time: 1466.46 ms [2021-10-06 18:20:49 main:581] : INFO : Epoch 1987 | loss: 0.0311451 | val_loss: 0.0311722 | Time: 1488.92 ms [2021-10-06 18:20:51 main:581] : INFO : Epoch 1988 | loss: 0.0311456 | val_loss: 0.0311706 | Time: 1582.83 ms [2021-10-06 18:20:52 main:581] : INFO : Epoch 1989 | loss: 0.031146 | val_loss: 0.0311676 | Time: 1586.71 ms [2021-10-06 18:20:54 main:581] : INFO : Epoch 1990 | loss: 0.0311455 | val_loss: 0.031172 | Time: 1460.76 ms [2021-10-06 18:20:55 main:581] : INFO : Epoch 1991 | loss: 0.0311434 | val_loss: 0.0311726 | Time: 1444.72 ms [2021-10-06 18:20:57 main:581] : INFO : Epoch 1992 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 1438.04 ms [2021-10-06 18:20:58 main:581] : INFO : Epoch 1993 | loss: 0.0311412 | val_loss: 0.031178 | Time: 1459.48 ms [2021-10-06 18:21:00 main:581] : INFO : Epoch 1994 | loss: 0.0311418 | val_loss: 0.0311722 | Time: 1447.98 ms [2021-10-06 18:21:01 main:581] : INFO : Epoch 1995 | loss: 0.0311465 | val_loss: 0.0311726 | Time: 1459.09 ms [2021-10-06 18:21:03 main:581] : INFO : Epoch 1996 | loss: 0.0311468 | val_loss: 0.0311708 | Time: 1473.56 ms [2021-10-06 18:21:04 main:581] : INFO : Epoch 1997 | loss: 0.0311445 | val_loss: 0.0311683 | Time: 1481.79 ms [2021-10-06 18:21:06 main:581] : INFO : Epoch 1998 | loss: 0.0311428 | val_loss: 0.0311751 | Time: 1455.69 ms [2021-10-06 18:21:07 main:581] : INFO : Epoch 1999 | loss: 0.0311489 | val_loss: 0.0311792 | Time: 1468.04 ms [2021-10-06 18:21:09 main:581] : INFO : Epoch 2000 | loss: 0.0311463 | val_loss: 0.0311743 | Time: 1463.22 ms [2021-10-06 18:21:10 main:581] : INFO : Epoch 2001 | loss: 0.031144 | val_loss: 0.0311707 | Time: 1447.26 ms [2021-10-06 18:21:11 main:581] : INFO : Epoch 2002 | loss: 0.0311397 | val_loss: 0.0311731 | Time: 1463.42 ms [2021-10-06 18:21:13 main:581] : INFO : Epoch 2003 | loss: 0.0311382 | val_loss: 0.0311718 | Time: 1468.46 ms [2021-10-06 18:21:14 main:581] : INFO : Epoch 2004 | loss: 0.0311366 | val_loss: 0.0311743 | Time: 1459.72 ms [2021-10-06 18:21:16 main:581] : INFO : Epoch 2005 | loss: 0.0311371 | val_loss: 0.0311747 | Time: 1448.92 ms [2021-10-06 18:21:17 main:581] : INFO : Epoch 2006 | loss: 0.031136 | val_loss: 0.0311712 | Time: 1457.16 ms [2021-10-06 18:21:19 main:581] : INFO : Epoch 2007 | loss: 0.0311357 | val_loss: 0.0311731 | Time: 1452.89 ms [2021-10-06 18:21:20 main:581] : INFO : Epoch 2008 | loss: 0.0311366 | val_loss: 0.0311724 | Time: 1455.76 ms [2021-10-06 18:21:22 main:581] : INFO : Epoch 2009 | loss: 0.0311353 | val_loss: 0.0311758 | Time: 1456.49 ms [2021-10-06 18:21:23 main:581] : INFO : Epoch 2010 | loss: 0.0311407 | val_loss: 0.0311758 | Time: 1467.77 ms [2021-10-06 18:21:25 main:581] : INFO : Epoch 2011 | loss: 0.0311389 | val_loss: 0.031177 | Time: 1443.26 ms [2021-10-06 18:21:26 main:581] : INFO : Epoch 2012 | loss: 0.031138 | val_loss: 0.0311739 | Time: 1470.64 ms [2021-10-06 18:21:27 main:581] : INFO : Epoch 2013 | loss: 0.0311386 | val_loss: 0.031168 | Time: 1463.07 ms [2021-10-06 18:21:29 main:581] : INFO : Epoch 2014 | loss: 0.0311357 | val_loss: 0.0311737 | Time: 1445.55 ms [2021-10-06 18:21:30 main:581] : INFO : Epoch 2015 | loss: 0.0311349 | val_loss: 0.0311697 | Time: 1462.45 ms [2021-10-06 18:21:32 main:581] : INFO : Epoch 2016 | loss: 0.0311331 | val_loss: 0.0311768 | Time: 1458 ms [2021-10-06 18:21:33 main:581] : INFO : Epoch 2017 | loss: 0.0311342 | val_loss: 0.0311704 | Time: 1456.16 ms [2021-10-06 18:21:35 main:581] : INFO : Epoch 2018 | loss: 0.0311325 | val_loss: 0.0311724 | Time: 1479.15 ms [2021-10-06 18:21:36 main:581] : INFO : Epoch 2019 | loss: 0.0311333 | val_loss: 0.0311766 | Time: 1466.19 ms [2021-10-06 18:21:38 main:581] : INFO : Epoch 2020 | loss: 0.0311335 | val_loss: 0.0311691 | Time: 1446.13 ms [2021-10-06 18:21:39 main:581] : INFO : Epoch 2021 | loss: 0.031132 | val_loss: 0.0311752 | Time: 1466.01 ms [2021-10-06 18:21:41 main:581] : INFO : Epoch 2022 | loss: 0.0311311 | val_loss: 0.0311742 | Time: 1455.96 ms [2021-10-06 18:21:42 main:581] : INFO : Epoch 2023 | loss: 0.0311286 | val_loss: 0.0311708 | Time: 1462.78 ms [2021-10-06 18:21:44 main:581] : INFO : Epoch 2024 | loss: 0.0311288 | val_loss: 0.0311752 | Time: 1450.66 ms [2021-10-06 18:21:45 main:581] : INFO : Epoch 2025 | loss: 0.0311288 | val_loss: 0.0311726 | Time: 1461.44 ms [2021-10-06 18:21:46 main:581] : INFO : Epoch 2026 | loss: 0.0311312 | val_loss: 0.0311738 | Time: 1439.74 ms [2021-10-06 18:21:48 main:581] : INFO : Epoch 2027 | loss: 0.0311322 | val_loss: 0.0311708 | Time: 1450.9 ms [2021-10-06 18:21:49 main:581] : INFO : Epoch 2028 | loss: 0.0311346 | val_loss: 0.031179 | Time: 1440.62 ms [2021-10-06 18:21:51 main:581] : INFO : Epoch 2029 | loss: 0.031133 | val_loss: 0.0311705 | Time: 1460.58 ms [2021-10-06 18:21:52 main:581] : INFO : Epoch 2030 | loss: 0.0311331 | val_loss: 0.031173 | Time: 1442.94 ms [2021-10-06 18:21:54 main:581] : INFO : Epoch 2031 | loss: 0.0311335 | val_loss: 0.0311732 | Time: 1462.7 ms [2021-10-06 18:21:55 main:581] : INFO : Epoch 2032 | loss: 0.031134 | val_loss: 0.0311742 | Time: 1514.82 ms [2021-10-06 18:21:57 main:581] : INFO : Epoch 2033 | loss: 0.0311313 | val_loss: 0.0311687 | Time: 1460 ms [2021-10-06 18:21:58 main:581] : INFO : Epoch 2034 | loss: 0.0311289 | val_loss: 0.0311744 | Time: 1464.8 ms [2021-10-06 18:22:00 main:581] : INFO : Epoch 2035 | loss: 0.0311275 | val_loss: 0.0311736 | Time: 1499.3 ms [2021-10-06 18:22:01 main:581] : INFO : Epoch 2036 | loss: 0.0311265 | val_loss: 0.0311729 | Time: 1455.25 ms [2021-10-06 18:22:03 main:581] : INFO : Epoch 2037 | loss: 0.031128 | val_loss: 0.0311772 | Time: 1495.51 ms [2021-10-06 18:22:04 main:581] : INFO : Epoch 2038 | loss: 0.031126 | val_loss: 0.0311783 | Time: 1461.35 ms [2021-10-06 18:22:06 main:581] : INFO : Epoch 2039 | loss: 0.0311249 | val_loss: 0.0311817 | Time: 1479.87 ms [2021-10-06 18:22:07 main:581] : INFO : Epoch 2040 | loss: 0.0311259 | val_loss: 0.0311819 | Time: 1453.99 ms [2021-10-06 18:22:08 main:581] : INFO : Epoch 2041 | loss: 0.0311259 | val_loss: 0.0311808 | Time: 1467.04 ms [2021-10-06 18:22:10 main:581] : INFO : Epoch 2042 | loss: 0.0311246 | val_loss: 0.0311837 | Time: 1469.12 ms [2021-10-06 18:22:11 main:581] : INFO : Epoch 2043 | loss: 0.0311274 | val_loss: 0.0311812 | Time: 1457.48 ms [2021-10-06 18:22:13 main:581] : INFO : Epoch 2044 | loss: 0.0311283 | val_loss: 0.0311747 | Time: 1474.25 ms [2021-10-06 18:22:14 main:581] : INFO : Epoch 2045 | loss: 0.0311264 | val_loss: 0.0311732 | Time: 1455.75 ms [2021-10-06 18:22:16 main:581] : INFO : Epoch 2046 | loss: 0.0311298 | val_loss: 0.0311786 | Time: 1449.8 ms [2021-10-06 18:22:17 main:581] : INFO : Epoch 2047 | loss: 0.0311277 | val_loss: 0.0311766 | Time: 1461.74 ms [2021-10-06 18:22:19 main:581] : INFO : Epoch 2048 | loss: 0.0311238 | val_loss: 0.0311829 | Time: 1447.11 ms [2021-10-06 18:22:19 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829 [2021-10-06 18:22:19 main:610] : INFO : Saving end state to config to file [2021-10-06 18:22:19 main:615] : INFO : Success, exiting.. 18:22:19 (376674): 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)