Task 14596311
| Name | ParityModified-1647046207-19838-2-0_1 |
| Workunit | 11030695 |
| Created | 10 Apr 2022, 23:59:34 UTC |
| Sent | 11 Apr 2022, 0:00:12 UTC |
| Report deadline | 19 Apr 2022, 0:00:12 UTC |
| Received | 11 Apr 2022, 11:54:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 36 sec |
| CPU time | 42 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :47:08 main:574] : INFO : Epoch 1542 | loss: 0.0310858 | val_loss: 0.0311243 | Time: 1487.83 ms [2022-04-11 11:47:09 main:574] : INFO : Epoch 1543 | loss: 0.0310839 | val_loss: 0.0311214 | Time: 1403.79 ms [2022-04-11 11:47:10 main:574] : INFO : Epoch 1544 | loss: 0.0310819 | val_loss: 0.0311254 | Time: 1468.86 ms [2022-04-11 11:47:12 main:574] : INFO : Epoch 1545 | loss: 0.0310786 | val_loss: 0.0311308 | Time: 1511.58 ms [2022-04-11 11:47:13 main:574] : INFO : Epoch 1546 | loss: 0.0310786 | val_loss: 0.0311332 | Time: 1423.03 ms [2022-04-11 11:47:15 main:574] : INFO : Epoch 1547 | loss: 0.0310775 | val_loss: 0.0311254 | Time: 1513.03 ms [2022-04-11 11:47:16 main:574] : INFO : Epoch 1548 | loss: 0.031079 | val_loss: 0.0311234 | Time: 1472.67 ms [2022-04-11 11:47:18 main:574] : INFO : Epoch 1549 | loss: 0.0310771 | val_loss: 0.031124 | Time: 1456.77 ms [2022-04-11 11:47:19 main:574] : INFO : Epoch 1550 | loss: 0.0310792 | val_loss: 0.0311399 | Time: 1493.24 ms [2022-04-11 11:47:21 main:574] : INFO : Epoch 1551 | loss: 0.0310862 | val_loss: 0.0311342 | Time: 1521.84 ms [2022-04-11 11:47:22 main:574] : INFO : Epoch 1552 | loss: 0.0310868 | val_loss: 0.031137 | Time: 1540.65 ms [2022-04-11 11:47:24 main:574] : INFO : Epoch 1553 | loss: 0.0310878 | val_loss: 0.0311297 | Time: 1397.71 ms [2022-04-11 11:47:25 main:574] : INFO : Epoch 1554 | loss: 0.0310907 | val_loss: 0.0311281 | Time: 1480.21 ms [2022-04-11 11:47:27 main:574] : INFO : Epoch 1555 | loss: 0.0310893 | val_loss: 0.0311327 | Time: 1516.03 ms [2022-04-11 11:47:28 main:574] : INFO : Epoch 1556 | loss: 0.0310823 | val_loss: 0.0311282 | Time: 1558.17 ms [2022-04-11 11:47:30 main:574] : INFO : Epoch 1557 | loss: 0.0310824 | val_loss: 0.0311355 | Time: 1488.31 ms [2022-04-11 11:47:31 main:574] : INFO : Epoch 1558 | loss: 0.0310836 | val_loss: 0.0311296 | Time: 1393.86 ms [2022-04-11 11:47:33 main:574] : INFO : Epoch 1559 | loss: 0.0310822 | val_loss: 0.0311277 | Time: 1468.47 ms [2022-04-11 11:47:34 main:574] : INFO : Epoch 1560 | loss: 0.0310792 | val_loss: 0.0311199 | Time: 1469.15 ms [2022-04-11 11:47:36 main:574] : INFO : Epoch 1561 | loss: 0.031078 | val_loss: 0.0311191 | Time: 1492.82 ms [2022-04-11 11:47:37 main:574] : INFO : Epoch 1562 | loss: 0.0310768 | val_loss: 0.0311257 | Time: 1499.85 ms [2022-04-11 11:47:39 main:574] : INFO : Epoch 1563 | loss: 0.0310762 | val_loss: 0.0311236 | Time: 1484.11 ms [2022-04-11 11:47:40 main:574] : INFO : Epoch 1564 | loss: 0.0310785 | val_loss: 0.0311321 | Time: 1371.33 ms [2022-04-11 11:47:42 main:574] : INFO : Epoch 1565 | loss: 0.0310844 | val_loss: 0.0311301 | Time: 1503.81 ms [2022-04-11 11:47:43 main:574] : INFO : Epoch 1566 | loss: 0.0310809 | val_loss: 0.0311253 | Time: 1497.91 ms [2022-04-11 11:47:45 main:574] : INFO : Epoch 1567 | loss: 0.0310758 | val_loss: 0.0311324 | Time: 1554.7 ms [2022-04-11 11:47:46 main:574] : INFO : Epoch 1568 | loss: 0.0310765 | val_loss: 0.0311279 | Time: 1483.93 ms [2022-04-11 11:47:48 main:574] : INFO : Epoch 1569 | loss: 0.0310741 | val_loss: 0.031129 | Time: 1430.63 ms [2022-04-11 11:47:49 main:574] : INFO : Epoch 1570 | loss: 0.0310738 | val_loss: 0.0311243 | Time: 1370.7 ms [2022-04-11 11:47:51 main:574] : INFO : Epoch 1571 | loss: 0.0310744 | val_loss: 0.031124 | Time: 1460.75 ms [2022-04-11 11:47:52 main:574] : INFO : Epoch 1572 | loss: 0.0310748 | val_loss: 0.031125 | Time: 1488.7 ms [2022-04-11 11:47:53 main:574] : INFO : Epoch 1573 | loss: 0.0310817 | val_loss: 0.0311257 | Time: 1401.65 ms [2022-04-11 11:47:55 main:574] : INFO : Epoch 1574 | loss: 0.0310892 | val_loss: 0.031133 | Time: 1370.12 ms [2022-04-11 11:47:56 main:574] : INFO : Epoch 1575 | loss: 0.0310922 | val_loss: 0.0311198 | Time: 1400.42 ms [2022-04-11 11:47:58 main:574] : INFO : Epoch 1576 | loss: 0.0310936 | val_loss: 0.0311257 | Time: 1485.49 ms [2022-04-11 11:47:59 main:574] : INFO : Epoch 1577 | loss: 0.0310907 | val_loss: 0.0311278 | Time: 1518.71 ms [2022-04-11 11:48:01 main:574] : INFO : Epoch 1578 | loss: 0.0310888 | val_loss: 0.0311234 | Time: 1357.97 ms [2022-04-11 11:48:02 main:574] : INFO : Epoch 1579 | loss: 0.0310845 | val_loss: 0.0311286 | Time: 1506.77 ms [2022-04-11 11:48:04 main:574] : INFO : Epoch 1580 | loss: 0.0310813 | val_loss: 0.031127 | Time: 1504.41 ms [2022-04-11 11:48:05 main:574] : INFO : Epoch 1581 | loss: 0.0310797 | val_loss: 0.031123 | Time: 1495.83 ms [2022-04-11 11:48:07 main:574] : INFO : Epoch 1582 | loss: 0.0310792 | val_loss: 0.0311214 | Time: 1448.95 ms [2022-04-11 11:48:08 main:574] : INFO : Epoch 1583 | loss: 0.0310816 | val_loss: 0.031124 | Time: 1461.45 ms [2022-04-11 11:48:10 main:574] : INFO : Epoch 1584 | loss: 0.0310837 | val_loss: 0.0311278 | Time: 1510.6 ms [2022-04-11 11:48:11 main:574] : INFO : Epoch 1585 | loss: 0.0310844 | val_loss: 0.0311243 | Time: 1501.12 ms [2022-04-11 11:48:13 main:574] : INFO : Epoch 1586 | loss: 0.0310851 | val_loss: 0.031124 | Time: 1532.1 ms [2022-04-11 11:48:14 main:574] : INFO : Epoch 1587 | loss: 0.0310816 | val_loss: 0.0311198 | Time: 1509.44 ms [2022-04-11 11:48:16 main:574] : INFO : Epoch 1588 | loss: 0.0310774 | val_loss: 0.0311221 | Time: 1462.33 ms [2022-04-11 11:48:17 main:574] : INFO : Epoch 1589 | loss: 0.031077 | val_loss: 0.0311214 | Time: 1408.82 ms [2022-04-11 11:48:19 main:574] : INFO : Epoch 1590 | loss: 0.0310809 | val_loss: 0.0311168 | Time: 1369.1 ms [2022-04-11 11:48:20 main:574] : INFO : Epoch 1591 | loss: 0.0310825 | val_loss: 0.0311241 | Time: 1481.23 ms [2022-04-11 11:48:21 main:574] : INFO : Epoch 1592 | loss: 0.0310834 | val_loss: 0.0311219 | Time: 1450.81 ms [2022-04-11 11:48:23 main:574] : INFO : Epoch 1593 | loss: 0.0310793 | val_loss: 0.0311218 | Time: 1454.9 ms [2022-04-11 11:48:24 main:574] : INFO : Epoch 1594 | loss: 0.0310822 | val_loss: 0.0311199 | Time: 1433.48 ms [2022-04-11 11:48:26 main:574] : INFO : Epoch 1595 | loss: 0.0310781 | val_loss: 0.031123 | Time: 1586.6 ms [2022-04-11 11:48:27 main:574] : INFO : Epoch 1596 | loss: 0.031077 | val_loss: 0.0311279 | Time: 1466.51 ms [2022-04-11 11:48:29 main:574] : INFO : Epoch 1597 | loss: 0.0310784 | val_loss: 0.0311209 | Time: 1362.4 ms [2022-04-11 11:48:30 main:574] : INFO : Epoch 1598 | loss: 0.0310775 | val_loss: 0.0311187 | Time: 1383.98 ms [2022-04-11 11:48:32 main:574] : INFO : Epoch 1599 | loss: 0.0310751 | val_loss: 0.0311236 | Time: 1450.73 ms [2022-04-11 11:48:33 main:574] : INFO : Epoch 1600 | loss: 0.0310758 | val_loss: 0.03112 | Time: 1482.52 ms [2022-04-11 11:48:35 main:574] : INFO : Epoch 1601 | loss: 0.0310791 | val_loss: 0.0311278 | Time: 1419.74 ms [2022-04-11 11:48:36 main:574] : INFO : Epoch 1602 | loss: 0.0310996 | val_loss: 0.0311323 | Time: 1526.77 ms [2022-04-11 11:48:38 main:574] : INFO : Epoch 1603 | loss: 0.0311003 | val_loss: 0.0311211 | Time: 1402.07 ms [2022-04-11 11:48:39 main:574] : INFO : Epoch 1604 | loss: 0.0310929 | val_loss: 0.0311236 | Time: 1483.58 ms [2022-04-11 11:48:41 main:574] : INFO : Epoch 1605 | loss: 0.0310867 | val_loss: 0.031126 | Time: 1562.62 ms [2022-04-11 11:48:42 main:574] : INFO : Epoch 1606 | loss: 0.0310863 | val_loss: 0.0311224 | Time: 1467.29 ms [2022-04-11 11:48:43 main:574] : INFO : Epoch 1607 | loss: 0.0310881 | val_loss: 0.0311274 | Time: 1393.51 ms [2022-04-11 11:48:45 main:574] : INFO : Epoch 1608 | loss: 0.0310865 | val_loss: 0.0311257 | Time: 1521.91 ms [2022-04-11 11:48:46 main:574] : INFO : Epoch 1609 | loss: 0.031086 | val_loss: 0.0311272 | Time: 1450.89 ms [2022-04-11 11:48:48 main:574] : INFO : Epoch 1610 | loss: 0.0310812 | val_loss: 0.0311265 | Time: 1467.76 ms [2022-04-11 11:48:49 main:574] : INFO : Epoch 1611 | loss: 0.0310807 | val_loss: 0.031125 | Time: 1486.67 ms [2022-04-11 11:48:51 main:574] : INFO : Epoch 1612 | loss: 0.0310837 | val_loss: 0.0311306 | Time: 1503.74 ms [2022-04-11 11:48:52 main:574] : INFO : Epoch 1613 | loss: 0.0310895 | val_loss: 0.0311233 | Time: 1461.69 ms [2022-04-11 11:48:54 main:574] : INFO : Epoch 1614 | loss: 0.0310942 | val_loss: 0.0311209 | Time: 1508.14 ms [2022-04-11 11:48:55 main:574] : INFO : Epoch 1615 | loss: 0.0310891 | val_loss: 0.0311165 | Time: 1392.99 ms [2022-04-11 11:48:57 main:574] : INFO : Epoch 1616 | loss: 0.031085 | val_loss: 0.0311155 | Time: 1507.55 ms [2022-04-11 11:48:58 main:574] : INFO : Epoch 1617 | loss: 0.0310834 | val_loss: 0.031115 | Time: 1487.55 ms [2022-04-11 11:49:00 main:574] : INFO : Epoch 1618 | loss: 0.0310817 | val_loss: 0.031116 | Time: 1484.55 ms [2022-04-11 11:49:01 main:574] : INFO : Epoch 1619 | loss: 0.0310804 | val_loss: 0.0311141 | Time: 1479.7 ms [2022-04-11 11:49:03 main:574] : INFO : Epoch 1620 | loss: 0.031078 | val_loss: 0.0311142 | Time: 1369.65 ms [2022-04-11 11:49:04 main:574] : INFO : Epoch 1621 | loss: 0.0310798 | val_loss: 0.031114 | Time: 1476.3 ms [2022-04-11 11:49:06 main:574] : INFO : Epoch 1622 | loss: 0.0310818 | val_loss: 0.031119 | Time: 1377.15 ms [2022-04-11 11:49:07 main:574] : INFO : Epoch 1623 | loss: 0.0310895 | val_loss: 0.0311164 | Time: 1500.47 ms [2022-04-11 11:49:09 main:574] : INFO : Epoch 1624 | loss: 0.0310868 | val_loss: 0.0311142 | Time: 1441.83 ms [2022-04-11 11:49:10 main:574] : INFO : Epoch 1625 | loss: 0.0310845 | val_loss: 0.0311131 | Time: 1381.11 ms [2022-04-11 11:49:11 main:574] : INFO : Epoch 1626 | loss: 0.0310859 | val_loss: 0.0311219 | Time: 1371.2 ms [2022-04-11 11:49:13 main:574] : INFO : Epoch 1627 | loss: 0.0310845 | val_loss: 0.0311184 | Time: 1484.57 ms [2022-04-11 11:49:14 main:574] : INFO : Epoch 1628 | loss: 0.0310832 | val_loss: 0.0311172 | Time: 1491.14 ms [2022-04-11 11:49:16 main:574] : INFO : Epoch 1629 | loss: 0.0310801 | val_loss: 0.0311177 | Time: 1356 ms [2022-04-11 11:49:17 main:574] : INFO : Epoch 1630 | loss: 0.0310768 | val_loss: 0.0311195 | Time: 1489.96 ms [2022-04-11 11:49:19 main:574] : INFO : Epoch 1631 | loss: 0.0310769 | val_loss: 0.0311172 | Time: 1497.56 ms [2022-04-11 11:49:20 main:574] : INFO : Epoch 1632 | loss: 0.0310808 | val_loss: 0.0311147 | Time: 1485.04 ms [2022-04-11 11:49:22 main:574] : INFO : Epoch 1633 | loss: 0.0310821 | val_loss: 0.031125 | Time: 1504.48 ms [2022-04-11 11:49:23 main:574] : INFO : Epoch 1634 | loss: 0.0310832 | val_loss: 0.0311161 | Time: 1352.57 ms [2022-04-11 11:49:24 main:574] : INFO : Epoch 1635 | loss: 0.0310815 | val_loss: 0.031121 | Time: 1440.21 ms [2022-04-11 11:49:26 main:574] : INFO : Epoch 1636 | loss: 0.0310775 | val_loss: 0.0311217 | Time: 1446.4 ms [2022-04-11 11:49:27 main:574] : INFO : Epoch 1637 | loss: 0.0310752 | val_loss: 0.0311179 | Time: 1518.33 ms [2022-04-11 11:49:29 main:574] : INFO : Epoch 1638 | loss: 0.0310774 | val_loss: 0.0311251 | Time: 1452.28 ms [2022-04-11 11:49:30 main:574] : INFO : Epoch 1639 | loss: 0.0310784 | val_loss: 0.0311247 | Time: 1524.45 ms [2022-04-11 11:49:32 main:574] : INFO : Epoch 1640 | loss: 0.0310778 | val_loss: 0.0311238 | Time: 1424.24 ms [2022-04-11 11:49:33 main:574] : INFO : Epoch 1641 | loss: 0.0310818 | val_loss: 0.0311199 | Time: 1498.19 ms [2022-04-11 11:49:35 main:574] : INFO : Epoch 1642 | loss: 0.0310844 | val_loss: 0.031116 | Time: 1465.55 ms [2022-04-11 11:49:36 main:574] : INFO : Epoch 1643 | loss: 0.0310795 | val_loss: 0.0311207 | Time: 1520.3 ms [2022-04-11 11:49:38 main:574] : INFO : Epoch 1644 | loss: 0.0310818 | val_loss: 0.0311221 | Time: 1481.31 ms [2022-04-11 11:49:39 main:574] : INFO : Epoch 1645 | loss: 0.0310816 | val_loss: 0.031124 | Time: 1369.07 ms [2022-04-11 11:49:41 main:574] : INFO : Epoch 1646 | loss: 0.0310814 | val_loss: 0.0311174 | Time: 1357.76 ms [2022-04-11 11:49:42 main:574] : INFO : Epoch 1647 | loss: 0.031083 | val_loss: 0.0311175 | Time: 1530.43 ms [2022-04-11 11:49:44 main:574] : INFO : Epoch 1648 | loss: 0.0310797 | val_loss: 0.0311186 | Time: 1511.2 ms [2022-04-11 11:49:45 main:574] : INFO : Epoch 1649 | loss: 0.0310786 | val_loss: 0.0311225 | Time: 1502.97 ms [2022-04-11 11:49:47 main:574] : INFO : Epoch 1650 | loss: 0.0310801 | val_loss: 0.0311299 | Time: 1479.1 ms [2022-04-11 11:49:48 main:574] : INFO : Epoch 1651 | loss: 0.031076 | val_loss: 0.0311204 | Time: 1504.59 ms [2022-04-11 11:49:50 main:574] : INFO : Epoch 1652 | loss: 0.0310731 | val_loss: 0.0311241 | Time: 1486.51 ms [2022-04-11 11:49:51 main:574] : INFO : Epoch 1653 | loss: 0.0310744 | val_loss: 0.0311251 | Time: 1396.73 ms [2022-04-11 11:49:53 main:574] : INFO : Epoch 1654 | loss: 0.0310751 | val_loss: 0.0311169 | Time: 1522.38 ms [2022-04-11 11:49:54 main:574] : INFO : Epoch 1655 | loss: 0.0310747 | val_loss: 0.0311265 | Time: 1486.11 ms [2022-04-11 11:49:56 main:574] : INFO : Epoch 1656 | loss: 0.0310733 | val_loss: 0.0311327 | Time: 1454.42 ms [2022-04-11 11:49:57 main:574] : INFO : Epoch 1657 | loss: 0.0310745 | val_loss: 0.031123 | Time: 1491.79 ms [2022-04-11 11:49:59 main:574] : INFO : Epoch 1658 | loss: 0.0310781 | val_loss: 0.0311246 | Time: 1473 ms [2022-04-11 11:50:00 main:574] : INFO : Epoch 1659 | loss: 0.0310764 | val_loss: 0.0311215 | Time: 1389.95 ms [2022-04-11 11:50:01 main:574] : INFO : Epoch 1660 | loss: 0.0310744 | val_loss: 0.0311227 | Time: 1411.09 ms [2022-04-11 11:50:03 main:574] : INFO : Epoch 1661 | loss: 0.0310719 | val_loss: 0.0311243 | Time: 1451.29 ms [2022-04-11 11:50:04 main:574] : INFO : Epoch 1662 | loss: 0.0310731 | val_loss: 0.0311237 | Time: 1474.22 ms [2022-04-11 11:50:06 main:574] : INFO : Epoch 1663 | loss: 0.0310796 | val_loss: 0.0311232 | Time: 1470.01 ms [2022-04-11 11:50:07 main:574] : INFO : Epoch 1664 | loss: 0.0310737 | val_loss: 0.0311192 | Time: 1518.33 ms [2022-04-11 11:50:09 main:574] : INFO : Epoch 1665 | loss: 0.0310743 | val_loss: 0.0311232 | Time: 1398.33 ms [2022-04-11 11:50:10 main:574] : INFO : Epoch 1666 | loss: 0.0310782 | val_loss: 0.0311285 | Time: 1550.55 ms [2022-04-11 11:50:12 main:574] : INFO : Epoch 1667 | loss: 0.0310749 | val_loss: 0.0311267 | Time: 1497.76 ms [2022-04-11 11:50:13 main:574] : INFO : Epoch 1668 | loss: 0.0310795 | val_loss: 0.0311214 | Time: 1406.34 ms [2022-04-11 11:50:15 main:574] : INFO : Epoch 1669 | loss: 0.0310769 | val_loss: 0.031129 | Time: 1487.04 ms [2022-04-11 11:50:16 main:574] : INFO : Epoch 1670 | loss: 0.0310748 | val_loss: 0.0311202 | Time: 1386.45 ms [2022-04-11 11:50:17 main:574] : INFO : Epoch 1671 | loss: 0.0310754 | val_loss: 0.0311294 | Time: 1345.69 ms [2022-04-11 11:50:19 main:574] : INFO : Epoch 1672 | loss: 0.0310783 | val_loss: 0.0311258 | Time: 1359.81 ms [2022-04-11 11:50:20 main:574] : INFO : Epoch 1673 | loss: 0.0310753 | val_loss: 0.0311291 | Time: 1527.22 ms [2022-04-11 11:50:22 main:574] : INFO : Epoch 1674 | loss: 0.031075 | val_loss: 0.0311239 | Time: 1502.49 ms [2022-04-11 11:50:23 main:574] : INFO : Epoch 1675 | loss: 0.0310765 | val_loss: 0.0311249 | Time: 1430.22 ms [2022-04-11 11:50:25 main:574] : INFO : Epoch 1676 | loss: 0.0310908 | val_loss: 0.0311275 | Time: 1500.19 ms [2022-04-11 11:50:26 main:574] : INFO : Epoch 1677 | loss: 0.0310868 | val_loss: 0.031126 | Time: 1470.6 ms [2022-04-11 11:50:28 main:574] : INFO : Epoch 1678 | loss: 0.0310862 | val_loss: 0.0311185 | Time: 1355.73 ms [2022-04-11 11:50:29 main:574] : INFO : Epoch 1679 | loss: 0.0310833 | val_loss: 0.0311234 | Time: 1525.26 ms [2022-04-11 11:50:31 main:574] : INFO : Epoch 1680 | loss: 0.0310813 | val_loss: 0.0311207 | Time: 1378.05 ms [2022-04-11 11:50:32 main:574] : INFO : Epoch 1681 | loss: 0.0310778 | val_loss: 0.0311182 | Time: 1527.39 ms [2022-04-11 11:50:33 main:574] : INFO : Epoch 1682 | loss: 0.0310747 | val_loss: 0.0311223 | Time: 1386.67 ms [2022-04-11 11:50:35 main:574] : INFO : Epoch 1683 | loss: 0.0310739 | val_loss: 0.0311197 | Time: 1378.94 ms [2022-04-11 11:50:36 main:574] : INFO : Epoch 1684 | loss: 0.0310827 | val_loss: 0.0311208 | Time: 1368.03 ms [2022-04-11 11:50:38 main:574] : INFO : Epoch 1685 | loss: 0.0310862 | val_loss: 0.031121 | Time: 1521.76 ms [2022-04-11 11:50:39 main:574] : INFO : Epoch 1686 | loss: 0.0310869 | val_loss: 0.0311204 | Time: 1387.95 ms [2022-04-11 11:50:41 main:574] : INFO : Epoch 1687 | loss: 0.0310795 | val_loss: 0.0311156 | Time: 1512.06 ms [2022-04-11 11:50:42 main:574] : INFO : Epoch 1688 | loss: 0.0310766 | val_loss: 0.0311166 | Time: 1415.73 ms [2022-04-11 11:50:44 main:574] : INFO : Epoch 1689 | loss: 0.0310757 | val_loss: 0.0311184 | Time: 1544.31 ms [2022-04-11 11:50:45 main:574] : INFO : Epoch 1690 | loss: 0.0310774 | val_loss: 0.0311207 | Time: 1483.7 ms [2022-04-11 11:50:47 main:574] : INFO : Epoch 1691 | loss: 0.0310839 | val_loss: 0.0311202 | Time: 1424.59 ms [2022-04-11 11:50:48 main:574] : INFO : Epoch 1692 | loss: 0.0310842 | val_loss: 0.0311144 | Time: 1428.07 ms [2022-04-11 11:50:49 main:574] : INFO : Epoch 1693 | loss: 0.0310826 | val_loss: 0.0311255 | Time: 1355.23 ms [2022-04-11 11:50:51 main:574] : INFO : Epoch 1694 | loss: 0.0310761 | val_loss: 0.0311225 | Time: 1472.07 ms [2022-04-11 11:50:52 main:574] : INFO : Epoch 1695 | loss: 0.0310783 | val_loss: 0.0311143 | Time: 1453.53 ms [2022-04-11 11:50:54 main:574] : INFO : Epoch 1696 | loss: 0.0310803 | val_loss: 0.0311175 | Time: 1485.55 ms [2022-04-11 11:50:55 main:574] : INFO : Epoch 1697 | loss: 0.0310811 | val_loss: 0.0311196 | Time: 1458.88 ms [2022-04-11 11:50:57 main:574] : INFO : Epoch 1698 | loss: 0.0310817 | val_loss: 0.0311271 | Time: 1506.51 ms [2022-04-11 11:50:58 main:574] : INFO : Epoch 1699 | loss: 0.0310833 | val_loss: 0.0311275 | Time: 1532.16 ms [2022-04-11 11:51:00 main:574] : INFO : Epoch 1700 | loss: 0.0310842 | val_loss: 0.0311254 | Time: 1494.94 ms [2022-04-11 11:51:01 main:574] : INFO : Epoch 1701 | loss: 0.03108 | val_loss: 0.0311221 | Time: 1427.98 ms [2022-04-11 11:51:03 main:574] : INFO : Epoch 1702 | loss: 0.0310795 | val_loss: 0.0311178 | Time: 1532.53 ms [2022-04-11 11:51:04 main:574] : INFO : Epoch 1703 | loss: 0.031079 | val_loss: 0.0311262 | Time: 1540.08 ms [2022-04-11 11:51:06 main:574] : INFO : Epoch 1704 | loss: 0.0310775 | val_loss: 0.0311217 | Time: 1477.24 ms [2022-04-11 11:51:07 main:574] : INFO : Epoch 1705 | loss: 0.0310798 | val_loss: 0.0311291 | Time: 1540.38 ms [2022-04-11 11:51:09 main:574] : INFO : Epoch 1706 | loss: 0.0310846 | val_loss: 0.0311175 | Time: 1388.78 ms [2022-04-11 11:51:10 main:574] : INFO : Epoch 1707 | loss: 0.0310789 | val_loss: 0.0311203 | Time: 1404.99 ms [2022-04-11 11:51:12 main:574] : INFO : Epoch 1708 | loss: 0.0310746 | val_loss: 0.0311204 | Time: 1470.31 ms [2022-04-11 11:51:13 main:574] : INFO : Epoch 1709 | loss: 0.0310757 | val_loss: 0.0311209 | Time: 1521.5 ms [2022-04-11 11:51:15 main:574] : INFO : Epoch 1710 | loss: 0.0310854 | val_loss: 0.0311204 | Time: 1476.28 ms [2022-04-11 11:51:16 main:574] : INFO : Epoch 1711 | loss: 0.0310825 | val_loss: 0.0311285 | Time: 1472.23 ms [2022-04-11 11:51:18 main:574] : INFO : Epoch 1712 | loss: 0.0310793 | val_loss: 0.0311231 | Time: 1486.1 ms [2022-04-11 11:51:19 main:574] : INFO : Epoch 1713 | loss: 0.0310774 | val_loss: 0.031121 | Time: 1358.8 ms [2022-04-11 11:51:21 main:574] : INFO : Epoch 1714 | loss: 0.0310755 | val_loss: 0.0311251 | Time: 1530.4 ms [2022-04-11 11:51:22 main:574] : INFO : Epoch 1715 | loss: 0.0310749 | val_loss: 0.0311204 | Time: 1527.08 ms [2022-04-11 11:51:24 main:574] : INFO : Epoch 1716 | loss: 0.0310749 | val_loss: 0.0311259 | Time: 1490.87 ms [2022-04-11 11:51:25 main:574] : INFO : Epoch 1717 | loss: 0.0310742 | val_loss: 0.0311238 | Time: 1342.72 ms [2022-04-11 11:51:26 main:574] : INFO : Epoch 1718 | loss: 0.0310751 | val_loss: 0.0311182 | Time: 1460.95 ms [2022-04-11 11:51:28 main:574] : INFO : Epoch 1719 | loss: 0.0310731 | val_loss: 0.0311265 | Time: 1499.89 ms [2022-04-11 11:51:29 main:574] : INFO : Epoch 1720 | loss: 0.0310734 | val_loss: 0.0311239 | Time: 1567.38 ms [2022-04-11 11:51:31 main:574] : INFO : Epoch 1721 | loss: 0.0310732 | val_loss: 0.0311279 | Time: 1358.01 ms [2022-04-11 11:51:32 main:574] : INFO : Epoch 1722 | loss: 0.0310706 | val_loss: 0.031126 | Time: 1480.43 ms [2022-04-11 11:51:34 main:574] : INFO : Epoch 1723 | loss: 0.0310779 | val_loss: 0.0311364 | Time: 1481.02 ms [2022-04-11 11:51:35 main:574] : INFO : Epoch 1724 | loss: 0.0310791 | val_loss: 0.0311272 | Time: 1482.46 ms [2022-04-11 11:51:37 main:574] : INFO : Epoch 1725 | loss: 0.031078 | val_loss: 0.0311243 | Time: 1428.87 ms [2022-04-11 11:51:38 main:574] : INFO : Epoch 1726 | loss: 0.0310751 | val_loss: 0.0311263 | Time: 1341.21 ms [2022-04-11 11:51:39 main:574] : INFO : Epoch 1727 | loss: 0.0310726 | val_loss: 0.0311252 | Time: 1350.8 ms [2022-04-11 11:51:41 main:574] : INFO : Epoch 1728 | loss: 0.0310763 | val_loss: 0.0311214 | Time: 1513.42 ms [2022-04-11 11:51:42 main:574] : INFO : Epoch 1729 | loss: 0.0310755 | val_loss: 0.031124 | Time: 1471.84 ms [2022-04-11 11:51:44 main:574] : INFO : Epoch 1730 | loss: 0.0310795 | val_loss: 0.0311191 | Time: 1505.48 ms [2022-04-11 11:51:45 main:574] : INFO : Epoch 1731 | loss: 0.0310831 | val_loss: 0.0311226 | Time: 1403 ms [2022-04-11 11:51:47 main:574] : INFO : Epoch 1732 | loss: 0.0310802 | val_loss: 0.0311225 | Time: 1457.55 ms [2022-04-11 11:51:48 main:574] : INFO : Epoch 1733 | loss: 0.0310773 | val_loss: 0.0311216 | Time: 1539.9 ms [2022-04-11 11:51:50 main:574] : INFO : Epoch 1734 | loss: 0.0310818 | val_loss: 0.0311227 | Time: 1539.23 ms [2022-04-11 11:51:51 main:574] : INFO : Epoch 1735 | loss: 0.0310915 | val_loss: 0.0311285 | Time: 1482.26 ms [2022-04-11 11:51:53 main:574] : INFO : Epoch 1736 | loss: 0.031087 | val_loss: 0.031127 | Time: 1383.19 ms [2022-04-11 11:51:54 main:574] : INFO : Epoch 1737 | loss: 0.0310816 | val_loss: 0.0311273 | Time: 1440.49 ms [2022-04-11 11:51:56 main:574] : INFO : Epoch 1738 | loss: 0.0310799 | val_loss: 0.0311419 | Time: 1523.65 ms [2022-04-11 11:51:57 main:574] : INFO : Epoch 1739 | loss: 0.0310802 | val_loss: 0.0311276 | Time: 1344.76 ms [2022-04-11 11:51:59 main:574] : INFO : Epoch 1740 | loss: 0.0310786 | val_loss: 0.0311228 | Time: 1470.97 ms [2022-04-11 11:52:00 main:574] : INFO : Epoch 1741 | loss: 0.0310774 | val_loss: 0.0311197 | Time: 1490.78 ms [2022-04-11 11:52:02 main:574] : INFO : Epoch 1742 | loss: 0.0310774 | val_loss: 0.0311209 | Time: 1388.79 ms [2022-04-11 11:52:03 main:574] : INFO : Epoch 1743 | loss: 0.0310783 | val_loss: 0.031131 | Time: 1354.15 ms [2022-04-11 11:52:04 main:574] : INFO : Epoch 1744 | loss: 0.0310849 | val_loss: 0.0311264 | Time: 1394.23 ms [2022-04-11 11:52:06 main:574] : INFO : Epoch 1745 | loss: 0.0310792 | val_loss: 0.0311196 | Time: 1390.24 ms [2022-04-11 11:52:07 main:574] : INFO : Epoch 1746 | loss: 0.0310769 | val_loss: 0.0311219 | Time: 1404.73 ms [2022-04-11 11:52:09 main:574] : INFO : Epoch 1747 | loss: 0.0310751 | val_loss: 0.0311201 | Time: 1514.89 ms [2022-04-11 11:52:10 main:574] : INFO : Epoch 1748 | loss: 0.0310741 | val_loss: 0.031122 | Time: 1530.06 ms [2022-04-11 11:52:12 main:574] : INFO : Epoch 1749 | loss: 0.0310744 | val_loss: 0.0311224 | Time: 1351.24 ms [2022-04-11 11:52:13 main:574] : INFO : Epoch 1750 | loss: 0.0310764 | val_loss: 0.0311295 | Time: 1581.07 ms [2022-04-11 11:52:15 main:574] : INFO : Epoch 1751 | loss: 0.0310844 | val_loss: 0.0311261 | Time: 1452.81 ms [2022-04-11 11:52:16 main:574] : INFO : Epoch 1752 | loss: 0.0310848 | val_loss: 0.0311203 | Time: 1523.49 ms [2022-04-11 11:52:18 main:574] : INFO : Epoch 1753 | loss: 0.0310894 | val_loss: 0.0311283 | Time: 1523.02 ms [2022-04-11 11:52:19 main:574] : INFO : Epoch 1754 | loss: 0.0310878 | val_loss: 0.031129 | Time: 1471.89 ms [2022-04-11 11:52:21 main:574] : INFO : Epoch 1755 | loss: 0.0310831 | val_loss: 0.0311314 | Time: 1357.58 ms [2022-04-11 11:52:22 main:574] : INFO : Epoch 1756 | loss: 0.0310876 | val_loss: 0.0311282 | Time: 1393.37 ms [2022-04-11 11:52:24 main:574] : INFO : Epoch 1757 | loss: 0.0311144 | val_loss: 0.0311301 | Time: 1509.86 ms [2022-04-11 11:52:25 main:574] : INFO : Epoch 1758 | loss: 0.0311065 | val_loss: 0.0311237 | Time: 1451.69 ms [2022-04-11 11:52:26 main:574] : INFO : Epoch 1759 | loss: 0.0310958 | val_loss: 0.03113 | Time: 1499.01 ms [2022-04-11 11:52:28 main:574] : INFO : Epoch 1760 | loss: 0.0310899 | val_loss: 0.0311313 | Time: 1351.35 ms [2022-04-11 11:52:29 main:574] : INFO : Epoch 1761 | loss: 0.0310889 | val_loss: 0.0311225 | Time: 1449.88 ms [2022-04-11 11:52:31 main:574] : INFO : Epoch 1762 | loss: 0.0310872 | val_loss: 0.0311339 | Time: 1550.54 ms [2022-04-11 11:52:32 main:574] : INFO : Epoch 1763 | loss: 0.0310856 | val_loss: 0.0311258 | Time: 1518.17 ms [2022-04-11 11:52:34 main:574] : INFO : Epoch 1764 | loss: 0.0310852 | val_loss: 0.0311243 | Time: 1437.54 ms [2022-04-11 11:52:35 main:574] : INFO : Epoch 1765 | loss: 0.0310869 | val_loss: 0.0311235 | Time: 1372.74 ms [2022-04-11 11:52:37 main:574] : INFO : Epoch 1766 | loss: 0.0310862 | val_loss: 0.0311266 | Time: 1346.38 ms [2022-04-11 11:52:38 main:574] : INFO : Epoch 1767 | loss: 0.0310817 | val_loss: 0.0311302 | Time: 1352.63 ms [2022-04-11 11:52:39 main:574] : INFO : Epoch 1768 | loss: 0.031085 | val_loss: 0.0311277 | Time: 1477.94 ms [2022-04-11 11:52:41 main:574] : INFO : Epoch 1769 | loss: 0.031087 | val_loss: 0.0311211 | Time: 1543.12 ms [2022-04-11 11:52:43 main:574] : INFO : Epoch 1770 | loss: 0.0310883 | val_loss: 0.0311298 | Time: 1535.37 ms [2022-04-11 11:52:44 main:574] : INFO : Epoch 1771 | loss: 0.0310914 | val_loss: 0.0311326 | Time: 1352.83 ms [2022-04-11 11:52:45 main:574] : INFO : Epoch 1772 | loss: 0.0310906 | val_loss: 0.031125 | Time: 1510.89 ms [2022-04-11 11:52:47 main:574] : INFO : Epoch 1773 | loss: 0.0310839 | val_loss: 0.0311239 | Time: 1529.44 ms [2022-04-11 11:52:48 main:574] : INFO : Epoch 1774 | loss: 0.0310852 | val_loss: 0.0311225 | Time: 1397.74 ms [2022-04-11 11:52:50 main:574] : INFO : Epoch 1775 | loss: 0.0310851 | val_loss: 0.0311239 | Time: 1471.86 ms [2022-04-11 11:52:51 main:574] : INFO : Epoch 1776 | loss: 0.0310831 | val_loss: 0.0311236 | Time: 1521.2 ms [2022-04-11 11:52:53 main:574] : INFO : Epoch 1777 | loss: 0.0310824 | val_loss: 0.0311276 | Time: 1399.94 ms [2022-04-11 11:52:54 main:574] : INFO : Epoch 1778 | loss: 0.0310763 | val_loss: 0.0311266 | Time: 1559.02 ms [2022-04-11 11:52:56 main:574] : INFO : Epoch 1779 | loss: 0.0310753 | val_loss: 0.0311226 | Time: 1499.16 ms [2022-04-11 11:52:57 main:574] : INFO : Epoch 1780 | loss: 0.0310756 | val_loss: 0.031127 | Time: 1349.77 ms [2022-04-11 11:52:59 main:574] : INFO : Epoch 1781 | loss: 0.0310789 | val_loss: 0.0311282 | Time: 1380.48 ms [2022-04-11 11:53:00 main:574] : INFO : Epoch 1782 | loss: 0.0310816 | val_loss: 0.0311322 | Time: 1509.58 ms [2022-04-11 11:53:02 main:574] : INFO : Epoch 1783 | loss: 0.0310887 | val_loss: 0.0311262 | Time: 1502.09 ms [2022-04-11 11:53:03 main:574] : INFO : Epoch 1784 | loss: 0.0310825 | val_loss: 0.0311224 | Time: 1380.62 ms [2022-04-11 11:53:04 main:574] : INFO : Epoch 1785 | loss: 0.0310852 | val_loss: 0.0311249 | Time: 1376.24 ms [2022-04-11 11:53:06 main:574] : INFO : Epoch 1786 | loss: 0.0310854 | val_loss: 0.0311312 | Time: 1345.49 ms [2022-04-11 11:53:07 main:574] : INFO : Epoch 1787 | loss: 0.0311005 | val_loss: 0.0311302 | Time: 1495.47 ms [2022-04-11 11:53:09 main:574] : INFO : Epoch 1788 | loss: 0.0310971 | val_loss: 0.0311292 | Time: 1508.49 ms [2022-04-11 11:53:10 main:574] : INFO : Epoch 1789 | loss: 0.0310921 | val_loss: 0.0311274 | Time: 1501.24 ms [2022-04-11 11:53:12 main:574] : INFO : Epoch 1790 | loss: 0.0310886 | val_loss: 0.0311247 | Time: 1453.6 ms [2022-04-11 11:53:13 main:574] : INFO : Epoch 1791 | loss: 0.0310902 | val_loss: 0.0311269 | Time: 1570.8 ms [2022-04-11 11:53:15 main:574] : INFO : Epoch 1792 | loss: 0.0310982 | val_loss: 0.0311255 | Time: 1513.76 ms [2022-04-11 11:53:16 main:574] : INFO : Epoch 1793 | loss: 0.0310944 | val_loss: 0.0311242 | Time: 1461.22 ms [2022-04-11 11:53:18 main:574] : INFO : Epoch 1794 | loss: 0.0310911 | val_loss: 0.0311212 | Time: 1485.33 ms [2022-04-11 11:53:19 main:574] : INFO : Epoch 1795 | loss: 0.0310909 | val_loss: 0.0311286 | Time: 1371.66 ms [2022-04-11 11:53:21 main:574] : INFO : Epoch 1796 | loss: 0.0310902 | val_loss: 0.0311228 | Time: 1487.09 ms [2022-04-11 11:53:22 main:574] : INFO : Epoch 1797 | loss: 0.0310879 | val_loss: 0.0311254 | Time: 1388.34 ms [2022-04-11 11:53:23 main:574] : INFO : Epoch 1798 | loss: 0.0310859 | val_loss: 0.0311223 | Time: 1424.38 ms [2022-04-11 11:53:25 main:574] : INFO : Epoch 1799 | loss: 0.0310868 | val_loss: 0.0311203 | Time: 1453.99 ms [2022-04-11 11:53:26 main:574] : INFO : Epoch 1800 | loss: 0.0310834 | val_loss: 0.0311234 | Time: 1469.32 ms [2022-04-11 11:53:28 main:574] : INFO : Epoch 1801 | loss: 0.0310824 | val_loss: 0.0311238 | Time: 1493.58 ms [2022-04-11 11:53:29 main:574] : INFO : Epoch 1802 | loss: 0.0310807 | val_loss: 0.0311215 | Time: 1403 ms [2022-04-11 11:53:31 main:574] : INFO : Epoch 1803 | loss: 0.0310853 | val_loss: 0.0311205 | Time: 1374.07 ms [2022-04-11 11:53:32 main:574] : INFO : Epoch 1804 | loss: 0.0310845 | val_loss: 0.0311228 | Time: 1428.83 ms [2022-04-11 11:53:34 main:574] : INFO : Epoch 1805 | loss: 0.031081 | val_loss: 0.0311227 | Time: 1451.98 ms [2022-04-11 11:53:35 main:574] : INFO : Epoch 1806 | loss: 0.0310784 | val_loss: 0.0311161 | Time: 1459.26 ms [2022-04-11 11:53:37 main:574] : INFO : Epoch 1807 | loss: 0.0310795 | val_loss: 0.0311234 | Time: 1502.26 ms [2022-04-11 11:53:38 main:574] : INFO : Epoch 1808 | loss: 0.0310786 | val_loss: 0.0311237 | Time: 1381.44 ms [2022-04-11 11:53:40 main:574] : INFO : Epoch 1809 | loss: 0.0310759 | val_loss: 0.0311209 | Time: 1540.66 ms [2022-04-11 11:53:41 main:574] : INFO : Epoch 1810 | loss: 0.0310744 | val_loss: 0.0311212 | Time: 1481.68 ms [2022-04-11 11:53:43 main:574] : INFO : Epoch 1811 | loss: 0.031077 | val_loss: 0.0311217 | Time: 1463.25 ms [2022-04-11 11:53:44 main:574] : INFO : Epoch 1812 | loss: 0.0310758 | val_loss: 0.0311183 | Time: 1483 ms [2022-04-11 11:53:46 main:574] : INFO : Epoch 1813 | loss: 0.0310744 | val_loss: 0.0311246 | Time: 1590.45 ms [2022-04-11 11:53:47 main:574] : INFO : Epoch 1814 | loss: 0.031079 | val_loss: 0.0311207 | Time: 1504.49 ms [2022-04-11 11:53:49 main:574] : INFO : Epoch 1815 | loss: 0.031081 | val_loss: 0.0311204 | Time: 1574.58 ms [2022-04-11 11:53:50 main:574] : INFO : Epoch 1816 | loss: 0.0310807 | val_loss: 0.0311343 | Time: 1452.94 ms [2022-04-11 11:53:52 main:574] : INFO : Epoch 1817 | loss: 0.0310898 | val_loss: 0.0311174 | Time: 1478.36 ms [2022-04-11 11:53:53 main:574] : INFO : Epoch 1818 | loss: 0.0310878 | val_loss: 0.0311254 | Time: 1477.17 ms [2022-04-11 11:53:55 main:574] : INFO : Epoch 1819 | loss: 0.0310871 | val_loss: 0.0311308 | Time: 1446.05 ms [2022-04-11 11:53:56 main:574] : INFO : Epoch 1820 | loss: 0.0310855 | val_loss: 0.031121 | Time: 1480.19 ms [2022-04-11 11:53:58 main:574] : INFO : Epoch 1821 | loss: 0.0310811 | val_loss: 0.0311231 | Time: 1509.84 ms [2022-04-11 11:53:59 main:574] : INFO : Epoch 1822 | loss: 0.031081 | val_loss: 0.0311242 | Time: 1512.56 ms [2022-04-11 11:54:01 main:574] : INFO : Epoch 1823 | loss: 0.0310806 | val_loss: 0.0311231 | Time: 1510.78 ms [2022-04-11 11:54:02 main:574] : INFO : Epoch 1824 | loss: 0.0310781 | val_loss: 0.0311227 | Time: 1569.7 ms [2022-04-11 11:54:04 main:574] : INFO : Epoch 1825 | loss: 0.031077 | val_loss: 0.0311193 | Time: 1485.5 ms [2022-04-11 11:54:05 main:574] : INFO : Epoch 1826 | loss: 0.0311441 | val_loss: 0.0311997 | Time: 1456.44 ms [2022-04-11 11:54:07 main:574] : INFO : Epoch 1827 | loss: 0.0311686 | val_loss: 0.0311728 | Time: 1428.46 ms [2022-04-11 11:54:08 main:574] : INFO : Epoch 1828 | loss: 0.0311354 | val_loss: 0.0311402 | Time: 1527.49 ms [2022-04-11 11:54:10 main:574] : INFO : Epoch 1829 | loss: 0.0311169 | val_loss: 0.0311367 | Time: 1441.92 ms [2022-04-11 11:54:11 main:574] : INFO : Epoch 1830 | loss: 0.0311115 | val_loss: 0.0311323 | Time: 1356.93 ms [2022-04-11 11:54:12 main:574] : INFO : Epoch 1831 | loss: 0.0311061 | val_loss: 0.0311375 | Time: 1349.76 ms [2022-04-11 11:54:14 main:574] : INFO : Epoch 1832 | loss: 0.0311028 | val_loss: 0.0311351 | Time: 1491.53 ms [2022-04-11 11:54:15 main:574] : INFO : Epoch 1833 | loss: 0.0311005 | val_loss: 0.0311338 | Time: 1503.52 ms [2022-04-11 11:54:17 main:574] : INFO : Epoch 1834 | loss: 0.0310984 | val_loss: 0.0311393 | Time: 1486.74 ms [2022-04-11 11:54:18 main:574] : INFO : Epoch 1835 | loss: 0.0310978 | val_loss: 0.0311364 | Time: 1471.84 ms [2022-04-11 11:54:20 main:574] : INFO : Epoch 1836 | loss: 0.0310939 | val_loss: 0.0311358 | Time: 1513.5 ms [2022-04-11 11:54:21 main:574] : INFO : Epoch 1837 | loss: 0.0310933 | val_loss: 0.0311341 | Time: 1471.59 ms [2022-04-11 11:54:23 main:574] : INFO : Epoch 1838 | loss: 0.0310936 | val_loss: 0.031138 | Time: 1386.05 ms [2022-04-11 11:54:24 main:574] : INFO : Epoch 1839 | loss: 0.0310913 | val_loss: 0.0311345 | Time: 1513.59 ms [2022-04-11 11:54:26 main:574] : INFO : Epoch 1840 | loss: 0.0310925 | val_loss: 0.0311331 | Time: 1457.23 ms [2022-04-11 11:54:27 main:574] : INFO : Epoch 1841 | loss: 0.0310926 | val_loss: 0.0311359 | Time: 1446.91 ms [2022-04-11 11:54:29 main:574] : INFO : Epoch 1842 | loss: 0.0310917 | val_loss: 0.031128 | Time: 1488.47 ms [2022-04-11 11:54:30 main:574] : INFO : Epoch 1843 | loss: 0.0310939 | val_loss: 0.0311315 | Time: 1434.85 ms [2022-04-11 11:54:32 main:574] : INFO : Epoch 1844 | loss: 0.031092 | val_loss: 0.0311323 | Time: 1433.86 ms [2022-04-11 11:54:33 main:574] : INFO : Epoch 1845 | loss: 0.0310911 | val_loss: 0.0311299 | Time: 1524.96 ms [2022-04-11 11:54:35 main:574] : INFO : Epoch 1846 | loss: 0.0310885 | val_loss: 0.0311308 | Time: 1574.18 ms [2022-04-11 11:54:36 main:574] : INFO : Epoch 1847 | loss: 0.0310868 | val_loss: 0.0311309 | Time: 1437.33 ms [2022-04-11 11:54:38 main:574] : INFO : Epoch 1848 | loss: 0.0310871 | val_loss: 0.0311305 | Time: 1483.29 ms [2022-04-11 11:54:39 main:574] : INFO : Epoch 1849 | loss: 0.0310859 | val_loss: 0.0311282 | Time: 1331.36 ms [2022-04-11 11:54:40 main:574] : INFO : Epoch 1850 | loss: 0.0310863 | val_loss: 0.0311272 | Time: 1387.8 ms [2022-04-11 11:54:42 main:574] : INFO : Epoch 1851 | loss: 0.031083 | val_loss: 0.0311276 | Time: 1404.13 ms [2022-04-11 11:54:43 main:574] : INFO : Epoch 1852 | loss: 0.0310826 | val_loss: 0.0311307 | Time: 1490.83 ms [2022-04-11 11:54:45 main:574] : INFO : Epoch 1853 | loss: 0.0310809 | val_loss: 0.0311257 | Time: 1457.26 ms [2022-04-11 11:54:46 main:574] : INFO : Epoch 1854 | loss: 0.0310779 | val_loss: 0.0311312 | Time: 1511.31 ms [2022-04-11 11:54:48 main:574] : INFO : Epoch 1855 | loss: 0.0310783 | val_loss: 0.0311292 | Time: 1512.7 ms [2022-04-11 11:54:49 main:574] : INFO : Epoch 1856 | loss: 0.031079 | val_loss: 0.031133 | Time: 1456.27 ms [2022-04-11 11:54:51 main:574] : INFO : Epoch 1857 | loss: 0.031086 | val_loss: 0.0311273 | Time: 1437.39 ms [2022-04-11 11:54:52 main:574] : INFO : Epoch 1858 | loss: 0.0310832 | val_loss: 0.0311284 | Time: 1451.17 ms [2022-04-11 11:54:54 main:574] : INFO : Epoch 1859 | loss: 0.0310838 | val_loss: 0.0311293 | Time: 1389.16 ms [2022-04-11 11:54:55 main:574] : INFO : Epoch 1860 | loss: 0.0310896 | val_loss: 0.0311334 | Time: 1347.35 ms [2022-04-11 11:54:56 main:574] : INFO : Epoch 1861 | loss: 0.0310969 | val_loss: 0.0311387 | Time: 1521.04 ms [2022-04-11 11:54:58 main:574] : INFO : Epoch 1862 | loss: 0.031094 | val_loss: 0.0311243 | Time: 1379.33 ms [2022-04-11 11:54:59 main:574] : INFO : Epoch 1863 | loss: 0.0310874 | val_loss: 0.0311259 | Time: 1485.47 ms [2022-04-11 11:55:01 main:574] : INFO : Epoch 1864 | loss: 0.0310842 | val_loss: 0.0311262 | Time: 1432.97 ms [2022-04-11 11:55:02 main:574] : INFO : Epoch 1865 | loss: 0.031083 | val_loss: 0.0311267 | Time: 1526.25 ms [2022-04-11 11:55:04 main:574] : INFO : Epoch 1866 | loss: 0.0310801 | val_loss: 0.031129 | Time: 1512.43 ms [2022-04-11 11:55:05 main:574] : INFO : Epoch 1867 | loss: 0.0310824 | val_loss: 0.0311237 | Time: 1387.89 ms [2022-04-11 11:55:07 main:574] : INFO : Epoch 1868 | loss: 0.0310891 | val_loss: 0.0311267 | Time: 1438.65 ms [2022-04-11 11:55:08 main:574] : INFO : Epoch 1869 | loss: 0.0310939 | val_loss: 0.0311213 | Time: 1535.48 ms [2022-04-11 11:55:10 main:574] : INFO : Epoch 1870 | loss: 0.0311013 | val_loss: 0.0311305 | Time: 1481.11 ms [2022-04-11 11:55:11 main:574] : INFO : Epoch 1871 | loss: 0.0310929 | val_loss: 0.0311251 | Time: 1373.77 ms [2022-04-11 11:55:13 main:574] : INFO : Epoch 1872 | loss: 0.0310846 | val_loss: 0.0311232 | Time: 1378.34 ms [2022-04-11 11:55:14 main:574] : INFO : Epoch 1873 | loss: 0.0310824 | val_loss: 0.0311266 | Time: 1518.87 ms [2022-04-11 11:55:15 main:574] : INFO : Epoch 1874 | loss: 0.0310815 | val_loss: 0.0311249 | Time: 1371.3 ms [2022-04-11 11:55:17 main:574] : INFO : Epoch 1875 | loss: 0.0310813 | val_loss: 0.0311242 | Time: 1477.84 ms [2022-04-11 11:55:18 main:574] : INFO : Epoch 1876 | loss: 0.0310817 | val_loss: 0.0311246 | Time: 1418.69 ms [2022-04-11 11:55:20 main:574] : INFO : Epoch 1877 | loss: 0.0310785 | val_loss: 0.0311201 | Time: 1559.41 ms [2022-04-11 11:55:21 main:574] : INFO : Epoch 1878 | loss: 0.0310779 | val_loss: 0.0311232 | Time: 1356.35 ms [2022-04-11 11:55:23 main:574] : INFO : Epoch 1879 | loss: 0.0310765 | val_loss: 0.031125 | Time: 1465.58 ms [2022-04-11 11:55:24 main:574] : INFO : Epoch 1880 | loss: 0.0310771 | val_loss: 0.0311236 | Time: 1524.83 ms [2022-04-11 11:55:26 main:574] : INFO : Epoch 1881 | loss: 0.0310804 | val_loss: 0.0311277 | Time: 1513.26 ms [2022-04-11 11:55:27 main:574] : INFO : Epoch 1882 | loss: 0.0310782 | val_loss: 0.0311233 | Time: 1413.55 ms [2022-04-11 11:55:29 main:574] : INFO : Epoch 1883 | loss: 0.0310775 | val_loss: 0.031127 | Time: 1546.75 ms [2022-04-11 11:55:30 main:574] : INFO : Epoch 1884 | loss: 0.0310759 | val_loss: 0.0311264 | Time: 1486.37 ms [2022-04-11 11:55:32 main:574] : INFO : Epoch 1885 | loss: 0.0310776 | val_loss: 0.0311245 | Time: 1484.44 ms [2022-04-11 11:55:33 main:574] : INFO : Epoch 1886 | loss: 0.0310794 | val_loss: 0.0311264 | Time: 1532.05 ms [2022-04-11 11:55:35 main:574] : INFO : Epoch 1887 | loss: 0.0310859 | val_loss: 0.0311366 | Time: 1353.42 ms [2022-04-11 11:55:36 main:574] : INFO : Epoch 1888 | loss: 0.0311136 | val_loss: 0.0311322 | Time: 1494.92 ms [2022-04-11 11:55:38 main:574] : INFO : Epoch 1889 | loss: 0.0311128 | val_loss: 0.0311283 | Time: 1524.94 ms [2022-04-11 11:55:39 main:574] : INFO : Epoch 1890 | loss: 0.0311065 | val_loss: 0.0311259 | Time: 1350.71 ms [2022-04-11 11:55:41 main:574] : INFO : Epoch 1891 | loss: 0.0311063 | val_loss: 0.0311322 | Time: 1451.13 ms [2022-04-11 11:55:42 main:574] : INFO : Epoch 1892 | loss: 0.0311001 | val_loss: 0.0311205 | Time: 1360.59 ms [2022-04-11 11:55:43 main:574] : INFO : Epoch 1893 | loss: 0.0310974 | val_loss: 0.0311242 | Time: 1526.08 ms [2022-04-11 11:55:45 main:574] : INFO : Epoch 1894 | loss: 0.0310965 | val_loss: 0.0311238 | Time: 1558.13 ms [2022-04-11 11:55:46 main:574] : INFO : Epoch 1895 | loss: 0.031094 | val_loss: 0.0311232 | Time: 1466.09 ms [2022-04-11 11:55:48 main:574] : INFO : Epoch 1896 | loss: 0.0310911 | val_loss: 0.0311319 | Time: 1489.36 ms [2022-04-11 11:55:49 main:574] : INFO : Epoch 1897 | loss: 0.0310925 | val_loss: 0.0311234 | Time: 1388.85 ms [2022-04-11 11:55:51 main:574] : INFO : Epoch 1898 | loss: 0.0310891 | val_loss: 0.0311258 | Time: 1353.47 ms [2022-04-11 11:55:52 main:574] : INFO : Epoch 1899 | loss: 0.0310879 | val_loss: 0.0311269 | Time: 1392.7 ms [2022-04-11 11:55:54 main:574] : INFO : Epoch 1900 | loss: 0.0310864 | val_loss: 0.0311272 | Time: 1537.12 ms [2022-04-11 11:55:55 main:574] : INFO : Epoch 1901 | loss: 0.0310842 | val_loss: 0.031124 | Time: 1444.73 ms [2022-04-11 11:55:56 main:574] : INFO : Epoch 1902 | loss: 0.0310851 | val_loss: 0.0311275 | Time: 1350.8 ms [2022-04-11 11:55:58 main:574] : INFO : Epoch 1903 | loss: 0.0310836 | val_loss: 0.0311253 | Time: 1460 ms [2022-04-11 11:55:59 main:574] : INFO : Epoch 1904 | loss: 0.0310849 | val_loss: 0.0311234 | Time: 1373.39 ms [2022-04-11 11:56:01 main:574] : INFO : Epoch 1905 | loss: 0.0310844 | val_loss: 0.0311242 | Time: 1457.81 ms [2022-04-11 11:56:02 main:574] : INFO : Epoch 1906 | loss: 0.0310848 | val_loss: 0.0311278 | Time: 1509.29 ms [2022-04-11 11:56:04 main:574] : INFO : Epoch 1907 | loss: 0.0310853 | val_loss: 0.0311293 | Time: 1504.8 ms [2022-04-11 11:56:05 main:574] : INFO : Epoch 1908 | loss: 0.0310862 | val_loss: 0.0311271 | Time: 1360.88 ms [2022-04-11 11:56:07 main:574] : INFO : Epoch 1909 | loss: 0.0310851 | val_loss: 0.0311304 | Time: 1508.12 ms [2022-04-11 11:56:08 main:574] : INFO : Epoch 1910 | loss: 0.0310863 | val_loss: 0.0311276 | Time: 1488.74 ms [2022-04-11 11:56:10 main:574] : INFO : Epoch 1911 | loss: 0.0310843 | val_loss: 0.0311257 | Time: 1498.54 ms [2022-04-11 11:56:11 main:574] : INFO : Epoch 1912 | loss: 0.0310838 | val_loss: 0.0311287 | Time: 1539.67 ms [2022-04-11 11:56:13 main:574] : INFO : Epoch 1913 | loss: 0.031088 | val_loss: 0.0311261 | Time: 1385.44 ms [2022-04-11 11:56:14 main:574] : INFO : Epoch 1914 | loss: 0.0310839 | val_loss: 0.0311257 | Time: 1478.24 ms [2022-04-11 11:56:16 main:574] : INFO : Epoch 1915 | loss: 0.0310882 | val_loss: 0.0311291 | Time: 1353.26 ms [2022-04-11 11:56:17 main:574] : INFO : Epoch 1916 | loss: 0.0310891 | val_loss: 0.0311263 | Time: 1454.45 ms [2022-04-11 11:56:18 main:574] : INFO : Epoch 1917 | loss: 0.0310856 | val_loss: 0.0311246 | Time: 1472.05 ms [2022-04-11 11:56:20 main:574] : INFO : Epoch 1918 | loss: 0.0310856 | val_loss: 0.0311217 | Time: 1374.67 ms [2022-04-11 11:56:21 main:574] : INFO : Epoch 1919 | loss: 0.0310814 | val_loss: 0.0311278 | Time: 1455.38 ms [2022-04-11 11:56:23 main:574] : INFO : Epoch 1920 | loss: 0.0310824 | val_loss: 0.0311337 | Time: 1459.23 ms [2022-04-11 11:56:24 main:574] : INFO : Epoch 1921 | loss: 0.0310813 | val_loss: 0.0311309 | Time: 1429.42 ms [2022-04-11 11:56:26 main:574] : INFO : Epoch 1922 | loss: 0.0310832 | val_loss: 0.031125 | Time: 1441.82 ms [2022-04-11 11:56:27 main:574] : INFO : Epoch 1923 | loss: 0.0310831 | val_loss: 0.0311202 | Time: 1476.52 ms [2022-04-11 11:56:29 main:574] : INFO : Epoch 1924 | loss: 0.0310813 | val_loss: 0.0311273 | Time: 1511.55 ms [2022-04-11 11:56:30 main:574] : INFO : Epoch 1925 | loss: 0.03108 | val_loss: 0.031125 | Time: 1481.19 ms [2022-04-11 11:56:32 main:574] : INFO : Epoch 1926 | loss: 0.0310778 | val_loss: 0.0311262 | Time: 1436.57 ms [2022-04-11 11:56:33 main:574] : INFO : Epoch 1927 | loss: 0.0310778 | val_loss: 0.0311237 | Time: 1563.33 ms [2022-04-11 11:56:35 main:574] : INFO : Epoch 1928 | loss: 0.031078 | val_loss: 0.0311259 | Time: 1370.63 ms [2022-04-11 11:56:36 main:574] : INFO : Epoch 1929 | loss: 0.0310777 | val_loss: 0.0311225 | Time: 1418.4 ms [2022-04-11 11:56:37 main:574] : INFO : Epoch 1930 | loss: 0.0310783 | val_loss: 0.0311238 | Time: 1377.54 ms [2022-04-11 11:56:39 main:574] : INFO : Epoch 1931 | loss: 0.0310813 | val_loss: 0.0311247 | Time: 1374.07 ms [2022-04-11 11:56:40 main:574] : INFO : Epoch 1932 | loss: 0.0310808 | val_loss: 0.0311249 | Time: 1479.99 ms [2022-04-11 11:56:42 main:574] : INFO : Epoch 1933 | loss: 0.0310835 | val_loss: 0.0311323 | Time: 1469.2 ms [2022-04-11 11:56:43 main:574] : INFO : Epoch 1934 | loss: 0.0310852 | val_loss: 0.0311276 | Time: 1504.19 ms [2022-04-11 11:56:45 main:574] : INFO : Epoch 1935 | loss: 0.0310895 | val_loss: 0.0311275 | Time: 1501.7 ms [2022-04-11 11:56:46 main:574] : INFO : Epoch 1936 | loss: 0.0310862 | val_loss: 0.0311327 | Time: 1382.87 ms [2022-04-11 11:56:48 main:574] : INFO : Epoch 1937 | loss: 0.0310839 | val_loss: 0.031128 | Time: 1500.11 ms [2022-04-11 11:56:49 main:574] : INFO : Epoch 1938 | loss: 0.031082 | val_loss: 0.031127 | Time: 1509.57 ms [2022-04-11 11:56:51 main:574] : INFO : Epoch 1939 | loss: 0.0310813 | val_loss: 0.0311288 | Time: 1538.82 ms [2022-04-11 11:56:52 main:574] : INFO : Epoch 1940 | loss: 0.0310807 | val_loss: 0.0311339 | Time: 1419.14 ms [2022-04-11 11:56:53 main:574] : INFO : Epoch 1941 | loss: 0.0310863 | val_loss: 0.0311329 | Time: 1352.01 ms [2022-04-11 11:56:55 main:574] : INFO : Epoch 1942 | loss: 0.0310871 | val_loss: 0.0311317 | Time: 1455.89 ms [2022-04-11 11:56:56 main:574] : INFO : Epoch 1943 | loss: 0.03108 | val_loss: 0.0311276 | Time: 1477.33 ms [2022-04-11 11:56:58 main:574] : INFO : Epoch 1944 | loss: 0.0310793 | val_loss: 0.0311293 | Time: 1510.84 ms [2022-04-11 11:57:00 main:574] : INFO : Epoch 1945 | loss: 0.0310778 | val_loss: 0.0311285 | Time: 1488.61 ms [2022-04-11 11:57:01 main:574] : INFO : Epoch 1946 | loss: 0.0310811 | val_loss: 0.0311285 | Time: 1484.98 ms [2022-04-11 11:57:02 main:574] : INFO : Epoch 1947 | loss: 0.03108 | val_loss: 0.0311265 | Time: 1361.46 ms [2022-04-11 11:57:04 main:574] : INFO : Epoch 1948 | loss: 0.0310776 | val_loss: 0.0311334 | Time: 1494.83 ms [2022-04-11 11:57:05 main:574] : INFO : Epoch 1949 | loss: 0.0310756 | val_loss: 0.0311358 | Time: 1458.83 ms [2022-04-11 11:57:07 main:574] : INFO : Epoch 1950 | loss: 0.0310803 | val_loss: 0.0311338 | Time: 1452.68 ms [2022-04-11 11:57:08 main:574] : INFO : Epoch 1951 | loss: 0.0310804 | val_loss: 0.0311279 | Time: 1571.95 ms [2022-04-11 11:57:10 main:574] : INFO : Epoch 1952 | loss: 0.0310767 | val_loss: 0.0311288 | Time: 1457.03 ms [2022-04-11 11:57:11 main:574] : INFO : Epoch 1953 | loss: 0.0310781 | val_loss: 0.0311368 | Time: 1544.92 ms [2022-04-11 11:57:13 main:574] : INFO : Epoch 1954 | loss: 0.031077 | val_loss: 0.0311342 | Time: 1472.6 ms [2022-04-11 11:57:14 main:574] : INFO : Epoch 1955 | loss: 0.0310786 | val_loss: 0.0311397 | Time: 1480.87 ms [2022-04-11 11:57:16 main:574] : INFO : Epoch 1956 | loss: 0.0310877 | val_loss: 0.0311304 | Time: 1529.38 ms [2022-04-11 11:57:17 main:574] : INFO : Epoch 1957 | loss: 0.0310899 | val_loss: 0.0311302 | Time: 1487.22 ms [2022-04-11 11:57:19 main:574] : INFO : Epoch 1958 | loss: 0.0310871 | val_loss: 0.0311241 | Time: 1492.88 ms [2022-04-11 11:57:20 main:574] : INFO : Epoch 1959 | loss: 0.0310842 | val_loss: 0.0311289 | Time: 1517.95 ms [2022-04-11 11:57:22 main:574] : INFO : Epoch 1960 | loss: 0.0310835 | val_loss: 0.0311277 | Time: 1522.42 ms [2022-04-11 11:57:24 main:574] : INFO : Epoch 1961 | loss: 0.0310859 | val_loss: 0.0311355 | Time: 1517.35 ms [2022-04-11 11:57:25 main:574] : INFO : Epoch 1962 | loss: 0.0310874 | val_loss: 0.031127 | Time: 1465.77 ms [2022-04-11 11:57:27 main:574] : INFO : Epoch 1963 | loss: 0.0310839 | val_loss: 0.0311299 | Time: 1520.83 ms [2022-04-11 11:57:28 main:574] : INFO : Epoch 1964 | loss: 0.0310855 | val_loss: 0.0311221 | Time: 1528.92 ms [2022-04-11 11:57:30 main:574] : INFO : Epoch 1965 | loss: 0.0310894 | val_loss: 0.0311263 | Time: 1462.54 ms [2022-04-11 11:57:31 main:574] : INFO : Epoch 1966 | loss: 0.0310931 | val_loss: 0.0311524 | Time: 1561.23 ms [2022-04-11 11:57:32 main:574] : INFO : Epoch 1967 | loss: 0.0311051 | val_loss: 0.0311261 | Time: 1378.3 ms [2022-04-11 11:57:34 main:574] : INFO : Epoch 1968 | loss: 0.031095 | val_loss: 0.031126 | Time: 1502.12 ms [2022-04-11 11:57:36 main:574] : INFO : Epoch 1969 | loss: 0.0310907 | val_loss: 0.031129 | Time: 1525.9 ms [2022-04-11 11:57:37 main:574] : INFO : Epoch 1970 | loss: 0.0310873 | val_loss: 0.0311213 | Time: 1488.41 ms [2022-04-11 11:57:39 main:574] : INFO : Epoch 1971 | loss: 0.0310846 | val_loss: 0.0311232 | Time: 1493.47 ms [2022-04-11 11:57:40 main:574] : INFO : Epoch 1972 | loss: 0.0310849 | val_loss: 0.0311191 | Time: 1511.1 ms [2022-04-11 11:57:42 main:574] : INFO : Epoch 1973 | loss: 0.0310846 | val_loss: 0.0311239 | Time: 1454.08 ms [2022-04-11 11:57:43 main:574] : INFO : Epoch 1974 | loss: 0.031084 | val_loss: 0.0311253 | Time: 1377.32 ms [2022-04-11 11:57:44 main:574] : INFO : Epoch 1975 | loss: 0.0310805 | val_loss: 0.0311233 | Time: 1453.83 ms [2022-04-11 11:57:46 main:574] : INFO : Epoch 1976 | loss: 0.03108 | val_loss: 0.0311253 | Time: 1417.84 ms [2022-04-11 11:57:47 main:574] : INFO : Epoch 1977 | loss: 0.0310784 | val_loss: 0.0311269 | Time: 1374.62 ms [2022-04-11 11:57:49 main:574] : INFO : Epoch 1978 | loss: 0.0310831 | val_loss: 0.0311228 | Time: 1498.15 ms [2022-04-11 11:57:50 main:574] : INFO : Epoch 1979 | loss: 0.0310813 | val_loss: 0.0311236 | Time: 1503.63 ms [2022-04-11 11:57:52 main:574] : INFO : Epoch 1980 | loss: 0.0310841 | val_loss: 0.0311303 | Time: 1490.56 ms [2022-04-11 11:57:53 main:574] : INFO : Epoch 1981 | loss: 0.031081 | val_loss: 0.0311271 | Time: 1514 ms [2022-04-11 11:57:55 main:574] : INFO : Epoch 1982 | loss: 0.031079 | val_loss: 0.0311289 | Time: 1488.62 ms [2022-04-11 11:57:56 main:574] : INFO : Epoch 1983 | loss: 0.0310791 | val_loss: 0.0311281 | Time: 1358.84 ms [2022-04-11 11:57:58 main:574] : INFO : Epoch 1984 | loss: 0.0310789 | val_loss: 0.0311306 | Time: 1398 ms [2022-04-11 11:57:59 main:574] : INFO : Epoch 1985 | loss: 0.0310778 | val_loss: 0.0311288 | Time: 1333.6 ms [2022-04-11 11:58:00 main:574] : INFO : Epoch 1986 | loss: 0.0310768 | val_loss: 0.0311394 | Time: 1478.01 ms [2022-04-11 11:58:02 main:574] : INFO : Epoch 1987 | loss: 0.0310767 | val_loss: 0.0311347 | Time: 1462.02 ms [2022-04-11 11:58:03 main:574] : INFO : Epoch 1988 | loss: 0.0310791 | val_loss: 0.0311328 | Time: 1514.91 ms [2022-04-11 11:58:05 main:574] : INFO : Epoch 1989 | loss: 0.0310793 | val_loss: 0.0311263 | Time: 1499.1 ms [2022-04-11 11:58:06 main:574] : INFO : Epoch 1990 | loss: 0.031077 | val_loss: 0.031125 | Time: 1382.32 ms [2022-04-11 11:58:08 main:574] : INFO : Epoch 1991 | loss: 0.0310833 | val_loss: 0.0311229 | Time: 1495.01 ms [2022-04-11 11:58:09 main:574] : INFO : Epoch 1992 | loss: 0.0310828 | val_loss: 0.03113 | Time: 1358.46 ms [2022-04-11 11:58:11 main:574] : INFO : Epoch 1993 | loss: 0.0310831 | val_loss: 0.0311295 | Time: 1356.63 ms [2022-04-11 11:58:12 main:574] : INFO : Epoch 1994 | loss: 0.0310811 | val_loss: 0.0311258 | Time: 1401.13 ms [2022-04-11 11:58:13 main:574] : INFO : Epoch 1995 | loss: 0.0310816 | val_loss: 0.0311271 | Time: 1469.99 ms [2022-04-11 11:58:15 main:574] : INFO : Epoch 1996 | loss: 0.0310814 | val_loss: 0.0311309 | Time: 1473.32 ms [2022-04-11 11:58:16 main:574] : INFO : Epoch 1997 | loss: 0.0310808 | val_loss: 0.031127 | Time: 1540.78 ms [2022-04-11 11:58:18 main:574] : INFO : Epoch 1998 | loss: 0.0310764 | val_loss: 0.0311343 | Time: 1466.04 ms [2022-04-11 11:58:20 main:574] : INFO : Epoch 1999 | loss: 0.0310762 | val_loss: 0.0311288 | Time: 1580.54 ms [2022-04-11 11:58:21 main:574] : INFO : Epoch 2000 | loss: 0.0310737 | val_loss: 0.0311275 | Time: 1392.94 ms [2022-04-11 11:58:22 main:574] : INFO : Epoch 2001 | loss: 0.0310728 | val_loss: 0.0311243 | Time: 1345.9 ms [2022-04-11 11:58:24 main:574] : INFO : Epoch 2002 | loss: 0.0310711 | val_loss: 0.0311328 | Time: 1476.11 ms [2022-04-11 11:58:25 main:574] : INFO : Epoch 2003 | loss: 0.0310708 | val_loss: 0.0311281 | Time: 1475.19 ms [2022-04-11 11:58:27 main:574] : INFO : Epoch 2004 | loss: 0.0310705 | val_loss: 0.0311239 | Time: 1376.94 ms [2022-04-11 11:58:28 main:574] : INFO : Epoch 2005 | loss: 0.0310803 | val_loss: 0.0311292 | Time: 1457.54 ms [2022-04-11 11:58:30 main:574] : INFO : Epoch 2006 | loss: 0.0311156 | val_loss: 0.0311301 | Time: 1509.79 ms [2022-04-11 11:58:31 main:574] : INFO : Epoch 2007 | loss: 0.0311134 | val_loss: 0.031129 | Time: 1397.2 ms [2022-04-11 11:58:32 main:574] : INFO : Epoch 2008 | loss: 0.0311089 | val_loss: 0.0311251 | Time: 1395.72 ms [2022-04-11 11:58:34 main:574] : INFO : Epoch 2009 | loss: 0.0311035 | val_loss: 0.0311219 | Time: 1517.63 ms [2022-04-11 11:58:35 main:574] : INFO : Epoch 2010 | loss: 0.0311008 | val_loss: 0.0311285 | Time: 1424.67 ms [2022-04-11 11:58:37 main:574] : INFO : Epoch 2011 | loss: 0.0311019 | val_loss: 0.0311219 | Time: 1522.34 ms [2022-04-11 11:58:38 main:574] : INFO : Epoch 2012 | loss: 0.0310966 | val_loss: 0.0311225 | Time: 1449.6 ms [2022-04-11 11:58:40 main:574] : INFO : Epoch 2013 | loss: 0.0310965 | val_loss: 0.0311207 | Time: 1481.59 ms [2022-04-11 11:58:41 main:574] : INFO : Epoch 2014 | loss: 0.0310964 | val_loss: 0.0311231 | Time: 1372.5 ms [2022-04-11 11:58:43 main:574] : INFO : Epoch 2015 | loss: 0.0311037 | val_loss: 0.0311301 | Time: 1482.64 ms [2022-04-11 11:58:44 main:574] : INFO : Epoch 2016 | loss: 0.0311042 | val_loss: 0.0311249 | Time: 1489.86 ms [2022-04-11 11:58:46 main:574] : INFO : Epoch 2017 | loss: 0.031099 | val_loss: 0.0311291 | Time: 1427.12 ms [2022-04-11 11:58:47 main:574] : INFO : Epoch 2018 | loss: 0.0310993 | val_loss: 0.0311264 | Time: 1382.07 ms [2022-04-11 11:58:48 main:574] : INFO : Epoch 2019 | loss: 0.0310952 | val_loss: 0.0311269 | Time: 1440.57 ms [2022-04-11 11:58:50 main:574] : INFO : Epoch 2020 | loss: 0.0310914 | val_loss: 0.0311278 | Time: 1366.96 ms [2022-04-11 11:58:51 main:574] : INFO : Epoch 2021 | loss: 0.0310944 | val_loss: 0.0311286 | Time: 1443.15 ms [2022-04-11 11:58:53 main:574] : INFO : Epoch 2022 | loss: 0.0310948 | val_loss: 0.0311294 | Time: 1459.99 ms [2022-04-11 11:58:54 main:574] : INFO : Epoch 2023 | loss: 0.0310911 | val_loss: 0.0311234 | Time: 1368.72 ms [2022-04-11 11:58:56 main:574] : INFO : Epoch 2024 | loss: 0.0310912 | val_loss: 0.0311277 | Time: 1492.65 ms [2022-04-11 11:58:57 main:574] : INFO : Epoch 2025 | loss: 0.0310954 | val_loss: 0.031125 | Time: 1385.65 ms [2022-04-11 11:58:58 main:574] : INFO : Epoch 2026 | loss: 0.0310935 | val_loss: 0.0311239 | Time: 1360.28 ms [2022-04-11 11:59:00 main:574] : INFO : Epoch 2027 | loss: 0.0310933 | val_loss: 0.0311234 | Time: 1402.1 ms [2022-04-11 11:59:01 main:574] : INFO : Epoch 2028 | loss: 0.0310944 | val_loss: 0.0311257 | Time: 1383.55 ms [2022-04-11 11:59:03 main:574] : INFO : Epoch 2029 | loss: 0.0310917 | val_loss: 0.0311275 | Time: 1487.96 ms [2022-04-11 11:59:04 main:574] : INFO : Epoch 2030 | loss: 0.0310935 | val_loss: 0.0311258 | Time: 1354.42 ms [2022-04-11 11:59:06 main:574] : INFO : Epoch 2031 | loss: 0.0310902 | val_loss: 0.031125 | Time: 1505.34 ms [2022-04-11 11:59:07 main:574] : INFO : Epoch 2032 | loss: 0.0310967 | val_loss: 0.0311349 | Time: 1514.79 ms [2022-04-11 11:59:09 main:574] : INFO : Epoch 2033 | loss: 0.0310958 | val_loss: 0.031132 | Time: 1485.34 ms [2022-04-11 11:59:10 main:574] : INFO : Epoch 2034 | loss: 0.0310944 | val_loss: 0.0311248 | Time: 1546.71 ms [2022-04-11 11:59:12 main:574] : INFO : Epoch 2035 | loss: 0.0310934 | val_loss: 0.0311275 | Time: 1427.71 ms [2022-04-11 11:59:13 main:574] : INFO : Epoch 2036 | loss: 0.031091 | val_loss: 0.0311253 | Time: 1470.5 ms [2022-04-11 11:59:15 main:574] : INFO : Epoch 2037 | loss: 0.0310897 | val_loss: 0.0311281 | Time: 1469.4 ms [2022-04-11 11:59:16 main:574] : INFO : Epoch 2038 | loss: 0.0310876 | val_loss: 0.0311325 | Time: 1518.77 ms [2022-04-11 11:59:18 main:574] : INFO : Epoch 2039 | loss: 0.0310916 | val_loss: 0.0311238 | Time: 1437.38 ms [2022-04-11 11:59:19 main:574] : INFO : Epoch 2040 | loss: 0.0311069 | val_loss: 0.0311229 | Time: 1475.26 ms [2022-04-11 11:59:21 main:574] : INFO : Epoch 2041 | loss: 0.0311082 | val_loss: 0.0311277 | Time: 1489.72 ms [2022-04-11 11:59:22 main:574] : INFO : Epoch 2042 | loss: 0.0311012 | val_loss: 0.031126 | Time: 1494.93 ms [2022-04-11 11:59:23 main:574] : INFO : Epoch 2043 | loss: 0.0310969 | val_loss: 0.0311233 | Time: 1349.38 ms [2022-04-11 11:59:25 main:574] : INFO : Epoch 2044 | loss: 0.0310939 | val_loss: 0.0311213 | Time: 1521.69 ms [2022-04-11 11:59:26 main:574] : INFO : Epoch 2045 | loss: 0.0310927 | val_loss: 0.0311181 | Time: 1466.27 ms [2022-04-11 11:59:28 main:574] : INFO : Epoch 2046 | loss: 0.031092 | val_loss: 0.0311219 | Time: 1407.74 ms [2022-04-11 11:59:29 main:574] : INFO : Epoch 2047 | loss: 0.0310916 | val_loss: 0.0311223 | Time: 1546.14 ms [2022-04-11 11:59:31 main:574] : INFO : Epoch 2048 | loss: 0.0310907 | val_loss: 0.0311275 | Time: 1580.68 ms [2022-04-11 11:59:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311275 [2022-04-11 11:59:31 main:603] : INFO : Saving end state to config to file [2022-04-11 11:59:31 main:608] : INFO : Success, exiting.. 11:59:31 (8748): 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)