Task 14311154
| Name | ParityModified-1647043194-7885-3-0_0 |
| Workunit | 11363439 |
| Created | 3 Apr 2022, 16:01:01 UTC |
| Sent | 11 Apr 2022, 1:42:21 UTC |
| Report deadline | 19 Apr 2022, 1:42:21 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 32 sec |
| CPU time | 42 min 26 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311143 | val_loss: 0.0311597 | Time: 1526.83 ms
[2022-04-11 12:38:11 main:574] : INFO : Epoch 1543 | loss: 0.0311141 | val_loss: 0.0311599 | Time: 1528.55 ms
[2022-04-11 12:38:13 main:574] : INFO : Epoch 1544 | loss: 0.0311133 | val_loss: 0.0311621 | Time: 1485.4 ms
[2022-04-11 12:38:14 main:574] : INFO : Epoch 1545 | loss: 0.0311123 | val_loss: 0.0311627 | Time: 1513.88 ms
[2022-04-11 12:38:16 main:574] : INFO : Epoch 1546 | loss: 0.0311118 | val_loss: 0.0311639 | Time: 1503.58 ms
[2022-04-11 12:38:17 main:574] : INFO : Epoch 1547 | loss: 0.0311094 | val_loss: 0.0311665 | Time: 1519.32 ms
[2022-04-11 12:38:19 main:574] : INFO : Epoch 1548 | loss: 0.031116 | val_loss: 0.0311676 | Time: 1387.55 ms
[2022-04-11 12:38:20 main:574] : INFO : Epoch 1549 | loss: 0.0311213 | val_loss: 0.0311626 | Time: 1526.92 ms
[2022-04-11 12:38:22 main:574] : INFO : Epoch 1550 | loss: 0.0311196 | val_loss: 0.0311648 | Time: 1511.25 ms
[2022-04-11 12:38:24 main:574] : INFO : Epoch 1551 | loss: 0.0311196 | val_loss: 0.0311639 | Time: 1553.13 ms
[2022-04-11 12:38:25 main:574] : INFO : Epoch 1552 | loss: 0.0311172 | val_loss: 0.031159 | Time: 1491.99 ms
[2022-04-11 12:38:26 main:574] : INFO : Epoch 1553 | loss: 0.0311164 | val_loss: 0.0311689 | Time: 1336.07 ms
[2022-04-11 12:38:28 main:574] : INFO : Epoch 1554 | loss: 0.0311133 | val_loss: 0.0311574 | Time: 1464.82 ms
[2022-04-11 12:38:29 main:574] : INFO : Epoch 1555 | loss: 0.0311116 | val_loss: 0.0311627 | Time: 1501.09 ms
[2022-04-11 12:38:31 main:574] : INFO : Epoch 1556 | loss: 0.0311125 | val_loss: 0.0311668 | Time: 1481.37 ms
[2022-04-11 12:38:32 main:574] : INFO : Epoch 1557 | loss: 0.0311153 | val_loss: 0.0311641 | Time: 1538.32 ms
[2022-04-11 12:38:34 main:574] : INFO : Epoch 1558 | loss: 0.0311145 | val_loss: 0.0311599 | Time: 1506.19 ms
[2022-04-11 12:38:36 main:574] : INFO : Epoch 1559 | loss: 0.0311153 | val_loss: 0.0311628 | Time: 1557.97 ms
[2022-04-11 12:38:37 main:574] : INFO : Epoch 1560 | loss: 0.0311167 | val_loss: 0.0311624 | Time: 1447.43 ms
[2022-04-11 12:38:38 main:574] : INFO : Epoch 1561 | loss: 0.0311168 | val_loss: 0.0311625 | Time: 1346.69 ms
[2022-04-11 12:38:40 main:574] : INFO : Epoch 1562 | loss: 0.031117 | val_loss: 0.0311707 | Time: 1490.28 ms
[2022-04-11 12:38:41 main:574] : INFO : Epoch 1563 | loss: 0.0311202 | val_loss: 0.0311707 | Time: 1383.37 ms
[2022-04-11 12:38:43 main:574] : INFO : Epoch 1564 | loss: 0.031116 | val_loss: 0.0311627 | Time: 1365 ms
[2022-04-11 12:38:44 main:574] : INFO : Epoch 1565 | loss: 0.0311153 | val_loss: 0.0311704 | Time: 1478.91 ms
[2022-04-11 12:38:46 main:574] : INFO : Epoch 1566 | loss: 0.0311152 | val_loss: 0.0311635 | Time: 1392.48 ms
[2022-04-11 12:38:47 main:574] : INFO : Epoch 1567 | loss: 0.0311149 | val_loss: 0.0311633 | Time: 1355.01 ms
[2022-04-11 12:38:48 main:574] : INFO : Epoch 1568 | loss: 0.0311139 | val_loss: 0.0311688 | Time: 1486.12 ms
[2022-04-11 12:38:50 main:574] : INFO : Epoch 1569 | loss: 0.0311109 | val_loss: 0.0311659 | Time: 1504.24 ms
[2022-04-11 12:38:51 main:574] : INFO : Epoch 1570 | loss: 0.0311093 | val_loss: 0.0311748 | Time: 1395.71 ms
[2022-04-11 12:38:53 main:574] : INFO : Epoch 1571 | loss: 0.0311098 | val_loss: 0.031169 | Time: 1372.45 ms
[2022-04-11 12:38:54 main:574] : INFO : Epoch 1572 | loss: 0.0311096 | val_loss: 0.0311668 | Time: 1548.59 ms
[2022-04-11 12:38:56 main:574] : INFO : Epoch 1573 | loss: 0.0311106 | val_loss: 0.0311691 | Time: 1362.59 ms
[2022-04-11 12:38:57 main:574] : INFO : Epoch 1574 | loss: 0.0311103 | val_loss: 0.0311674 | Time: 1486.59 ms
[2022-04-11 12:38:59 main:574] : INFO : Epoch 1575 | loss: 0.0311109 | val_loss: 0.0311699 | Time: 1424.1 ms
[2022-04-11 12:39:00 main:574] : INFO : Epoch 1576 | loss: 0.0311134 | val_loss: 0.0311571 | Time: 1395.18 ms
[2022-04-11 12:39:01 main:574] : INFO : Epoch 1577 | loss: 0.0311137 | val_loss: 0.0311667 | Time: 1421.72 ms
[2022-04-11 12:39:03 main:574] : INFO : Epoch 1578 | loss: 0.0311142 | val_loss: 0.031164 | Time: 1355.79 ms
[2022-04-11 12:39:04 main:574] : INFO : Epoch 1579 | loss: 0.0311113 | val_loss: 0.0311665 | Time: 1390.48 ms
[2022-04-11 12:39:06 main:574] : INFO : Epoch 1580 | loss: 0.031114 | val_loss: 0.0311593 | Time: 1504.85 ms
[2022-04-11 12:39:07 main:574] : INFO : Epoch 1581 | loss: 0.0311132 | val_loss: 0.0311608 | Time: 1413.82 ms
[2022-04-11 12:39:09 main:574] : INFO : Epoch 1582 | loss: 0.0311138 | val_loss: 0.0311618 | Time: 1547.17 ms
[2022-04-11 12:39:10 main:574] : INFO : Epoch 1583 | loss: 0.031111 | val_loss: 0.0311657 | Time: 1467.07 ms
[2022-04-11 12:39:12 main:574] : INFO : Epoch 1584 | loss: 0.0311113 | val_loss: 0.0311694 | Time: 1476.62 ms
[2022-04-11 12:39:13 main:574] : INFO : Epoch 1585 | loss: 0.0311156 | val_loss: 0.0311669 | Time: 1528.79 ms
[2022-04-11 12:39:15 main:574] : INFO : Epoch 1586 | loss: 0.0311117 | val_loss: 0.0311687 | Time: 1401.59 ms
[2022-04-11 12:39:16 main:574] : INFO : Epoch 1587 | loss: 0.0311119 | val_loss: 0.0311623 | Time: 1365.04 ms
[2022-04-11 12:39:18 main:574] : INFO : Epoch 1588 | loss: 0.0311093 | val_loss: 0.0311612 | Time: 1453.19 ms
[2022-04-11 12:39:19 main:574] : INFO : Epoch 1589 | loss: 0.0311083 | val_loss: 0.031159 | Time: 1525.96 ms
[2022-04-11 12:39:21 main:574] : INFO : Epoch 1590 | loss: 0.0311105 | val_loss: 0.0311775 | Time: 1515.04 ms
[2022-04-11 12:39:22 main:574] : INFO : Epoch 1591 | loss: 0.0311078 | val_loss: 0.031165 | Time: 1453.09 ms
[2022-04-11 12:39:23 main:574] : INFO : Epoch 1592 | loss: 0.031108 | val_loss: 0.031167 | Time: 1346.83 ms
[2022-04-11 12:39:25 main:574] : INFO : Epoch 1593 | loss: 0.0311059 | val_loss: 0.0311658 | Time: 1352.23 ms
[2022-04-11 12:39:26 main:574] : INFO : Epoch 1594 | loss: 0.0311051 | val_loss: 0.0311694 | Time: 1342.74 ms
[2022-04-11 12:39:28 main:574] : INFO : Epoch 1595 | loss: 0.0311103 | val_loss: 0.0311733 | Time: 1364.32 ms
[2022-04-11 12:39:29 main:574] : INFO : Epoch 1596 | loss: 0.0311074 | val_loss: 0.0311705 | Time: 1500.79 ms
[2022-04-11 12:39:31 main:574] : INFO : Epoch 1597 | loss: 0.0311215 | val_loss: 0.0311646 | Time: 1536.38 ms
[2022-04-11 12:39:32 main:574] : INFO : Epoch 1598 | loss: 0.0311498 | val_loss: 0.0311618 | Time: 1498.17 ms
[2022-04-11 12:39:34 main:574] : INFO : Epoch 1599 | loss: 0.031147 | val_loss: 0.0311679 | Time: 1443.07 ms
[2022-04-11 12:39:35 main:574] : INFO : Epoch 1600 | loss: 0.0311443 | val_loss: 0.0311649 | Time: 1356.08 ms
[2022-04-11 12:39:36 main:574] : INFO : Epoch 1601 | loss: 0.0311382 | val_loss: 0.0311645 | Time: 1412.41 ms
[2022-04-11 12:39:38 main:574] : INFO : Epoch 1602 | loss: 0.031137 | val_loss: 0.0311666 | Time: 1456.8 ms
[2022-04-11 12:39:39 main:574] : INFO : Epoch 1603 | loss: 0.0311339 | val_loss: 0.0311609 | Time: 1519.44 ms
[2022-04-11 12:39:41 main:574] : INFO : Epoch 1604 | loss: 0.0311335 | val_loss: 0.0311734 | Time: 1454.04 ms
[2022-04-11 12:39:42 main:574] : INFO : Epoch 1605 | loss: 0.0311327 | val_loss: 0.0311648 | Time: 1344.16 ms
[2022-04-11 12:39:44 main:574] : INFO : Epoch 1606 | loss: 0.0311269 | val_loss: 0.0311634 | Time: 1338.98 ms
[2022-04-11 12:39:45 main:574] : INFO : Epoch 1607 | loss: 0.0311236 | val_loss: 0.0311627 | Time: 1352.86 ms
[2022-04-11 12:39:46 main:574] : INFO : Epoch 1608 | loss: 0.0311246 | val_loss: 0.0311722 | Time: 1449.52 ms
[2022-04-11 12:39:48 main:574] : INFO : Epoch 1609 | loss: 0.0311265 | val_loss: 0.031162 | Time: 1430.4 ms
[2022-04-11 12:39:49 main:574] : INFO : Epoch 1610 | loss: 0.0311263 | val_loss: 0.0311605 | Time: 1347.62 ms
[2022-04-11 12:39:51 main:574] : INFO : Epoch 1611 | loss: 0.0311289 | val_loss: 0.0311605 | Time: 1485.56 ms
[2022-04-11 12:39:52 main:574] : INFO : Epoch 1612 | loss: 0.0311238 | val_loss: 0.0311686 | Time: 1402.86 ms
[2022-04-11 12:39:54 main:574] : INFO : Epoch 1613 | loss: 0.0311224 | val_loss: 0.0311615 | Time: 1515.45 ms
[2022-04-11 12:39:55 main:574] : INFO : Epoch 1614 | loss: 0.0311267 | val_loss: 0.0311651 | Time: 1496.58 ms
[2022-04-11 12:39:57 main:574] : INFO : Epoch 1615 | loss: 0.0311257 | val_loss: 0.0311684 | Time: 1454.11 ms
[2022-04-11 12:39:58 main:574] : INFO : Epoch 1616 | loss: 0.0311222 | val_loss: 0.0311617 | Time: 1434.98 ms
[2022-04-11 12:40:00 main:574] : INFO : Epoch 1617 | loss: 0.0311187 | val_loss: 0.0311598 | Time: 1490.95 ms
[2022-04-11 12:40:01 main:574] : INFO : Epoch 1618 | loss: 0.0311167 | val_loss: 0.0311641 | Time: 1447.5 ms
[2022-04-11 12:40:03 main:574] : INFO : Epoch 1619 | loss: 0.0311188 | val_loss: 0.0311659 | Time: 1518.45 ms
[2022-04-11 12:40:04 main:574] : INFO : Epoch 1620 | loss: 0.0311194 | val_loss: 0.0311693 | Time: 1456.21 ms
[2022-04-11 12:40:05 main:574] : INFO : Epoch 1621 | loss: 0.0311195 | val_loss: 0.0311743 | Time: 1373.49 ms
[2022-04-11 12:40:07 main:574] : INFO : Epoch 1622 | loss: 0.0311137 | val_loss: 0.0311691 | Time: 1513.65 ms
[2022-04-11 12:40:08 main:574] : INFO : Epoch 1623 | loss: 0.0311175 | val_loss: 0.0311625 | Time: 1394.38 ms
[2022-04-11 12:40:10 main:574] : INFO : Epoch 1624 | loss: 0.0311162 | val_loss: 0.0311635 | Time: 1493.51 ms
[2022-04-11 12:40:11 main:574] : INFO : Epoch 1625 | loss: 0.0311182 | val_loss: 0.0311661 | Time: 1445.15 ms
[2022-04-11 12:40:13 main:574] : INFO : Epoch 1626 | loss: 0.0311198 | val_loss: 0.0311587 | Time: 1533.75 ms
[2022-04-11 12:40:14 main:574] : INFO : Epoch 1627 | loss: 0.0311165 | val_loss: 0.0311638 | Time: 1474.93 ms
[2022-04-11 12:40:16 main:574] : INFO : Epoch 1628 | loss: 0.031116 | val_loss: 0.0311611 | Time: 1359.89 ms
[2022-04-11 12:40:17 main:574] : INFO : Epoch 1629 | loss: 0.031113 | val_loss: 0.0311686 | Time: 1517.54 ms
[2022-04-11 12:40:19 main:574] : INFO : Epoch 1630 | loss: 0.0311121 | val_loss: 0.0311677 | Time: 1512.04 ms
[2022-04-11 12:40:20 main:574] : INFO : Epoch 1631 | loss: 0.0311145 | val_loss: 0.0311662 | Time: 1401.47 ms
[2022-04-11 12:40:21 main:574] : INFO : Epoch 1632 | loss: 0.0311114 | val_loss: 0.0311692 | Time: 1377.83 ms
[2022-04-11 12:40:23 main:574] : INFO : Epoch 1633 | loss: 0.0311101 | val_loss: 0.0311696 | Time: 1364.97 ms
[2022-04-11 12:40:24 main:574] : INFO : Epoch 1634 | loss: 0.0311095 | val_loss: 0.0311752 | Time: 1513.72 ms
[2022-04-11 12:40:26 main:574] : INFO : Epoch 1635 | loss: 0.0311085 | val_loss: 0.0311719 | Time: 1434.42 ms
[2022-04-11 12:40:27 main:574] : INFO : Epoch 1636 | loss: 0.0311101 | val_loss: 0.0311729 | Time: 1530.78 ms
[2022-04-11 12:40:29 main:574] : INFO : Epoch 1637 | loss: 0.0311111 | val_loss: 0.0311663 | Time: 1528.68 ms
[2022-04-11 12:40:30 main:574] : INFO : Epoch 1638 | loss: 0.0311117 | val_loss: 0.0311673 | Time: 1472.83 ms
[2022-04-11 12:40:32 main:574] : INFO : Epoch 1639 | loss: 0.0311177 | val_loss: 0.0311668 | Time: 1399.94 ms
[2022-04-11 12:40:33 main:574] : INFO : Epoch 1640 | loss: 0.0311122 | val_loss: 0.0311689 | Time: 1478.36 ms
[2022-04-11 12:40:35 main:574] : INFO : Epoch 1641 | loss: 0.0311111 | val_loss: 0.0311709 | Time: 1470.4 ms
[2022-04-11 12:40:36 main:574] : INFO : Epoch 1642 | loss: 0.0311176 | val_loss: 0.0311623 | Time: 1500.71 ms
[2022-04-11 12:40:38 main:574] : INFO : Epoch 1643 | loss: 0.0311355 | val_loss: 0.0311612 | Time: 1470.09 ms
[2022-04-11 12:40:39 main:574] : INFO : Epoch 1644 | loss: 0.0311285 | val_loss: 0.031163 | Time: 1530.58 ms
[2022-04-11 12:40:41 main:574] : INFO : Epoch 1645 | loss: 0.0311279 | val_loss: 0.0311643 | Time: 1504.9 ms
[2022-04-11 12:40:42 main:574] : INFO : Epoch 1646 | loss: 0.031124 | val_loss: 0.0311615 | Time: 1345.21 ms
[2022-04-11 12:40:44 main:574] : INFO : Epoch 1647 | loss: 0.0311256 | val_loss: 0.0311611 | Time: 1521.49 ms
[2022-04-11 12:40:45 main:574] : INFO : Epoch 1648 | loss: 0.0311262 | val_loss: 0.0311591 | Time: 1472.76 ms
[2022-04-11 12:40:47 main:574] : INFO : Epoch 1649 | loss: 0.0311262 | val_loss: 0.0311632 | Time: 1458.93 ms
[2022-04-11 12:40:48 main:574] : INFO : Epoch 1650 | loss: 0.0311276 | val_loss: 0.0311625 | Time: 1509.43 ms
[2022-04-11 12:40:50 main:574] : INFO : Epoch 1651 | loss: 0.0311236 | val_loss: 0.0311624 | Time: 1490.78 ms
[2022-04-11 12:40:51 main:574] : INFO : Epoch 1652 | loss: 0.0311209 | val_loss: 0.0311611 | Time: 1468.46 ms
[2022-04-11 12:40:53 main:574] : INFO : Epoch 1653 | loss: 0.0311193 | val_loss: 0.0311559 | Time: 1345.14 ms
[2022-04-11 12:40:54 main:574] : INFO : Epoch 1654 | loss: 0.0311216 | val_loss: 0.0311592 | Time: 1532.71 ms
[2022-04-11 12:40:56 main:574] : INFO : Epoch 1655 | loss: 0.0311192 | val_loss: 0.0311625 | Time: 1473.37 ms
[2022-04-11 12:40:57 main:574] : INFO : Epoch 1656 | loss: 0.0311201 | val_loss: 0.0311538 | Time: 1426.3 ms
[2022-04-11 12:40:59 main:574] : INFO : Epoch 1657 | loss: 0.0311216 | val_loss: 0.0311571 | Time: 1532.59 ms
[2022-04-11 12:41:00 main:574] : INFO : Epoch 1658 | loss: 0.0311273 | val_loss: 0.0311573 | Time: 1353.38 ms
[2022-04-11 12:41:01 main:574] : INFO : Epoch 1659 | loss: 0.0311252 | val_loss: 0.0311594 | Time: 1516.92 ms
[2022-04-11 12:41:03 main:574] : INFO : Epoch 1660 | loss: 0.0311229 | val_loss: 0.0311634 | Time: 1409.78 ms
[2022-04-11 12:41:04 main:574] : INFO : Epoch 1661 | loss: 0.031123 | val_loss: 0.031162 | Time: 1493.45 ms
[2022-04-11 12:41:06 main:574] : INFO : Epoch 1662 | loss: 0.0311213 | val_loss: 0.0311573 | Time: 1484.53 ms
[2022-04-11 12:41:07 main:574] : INFO : Epoch 1663 | loss: 0.0311208 | val_loss: 0.0311602 | Time: 1497.5 ms
[2022-04-11 12:41:09 main:574] : INFO : Epoch 1664 | loss: 0.0311194 | val_loss: 0.0311584 | Time: 1481.82 ms
[2022-04-11 12:41:10 main:574] : INFO : Epoch 1665 | loss: 0.0311202 | val_loss: 0.03116 | Time: 1525.69 ms
[2022-04-11 12:41:12 main:574] : INFO : Epoch 1666 | loss: 0.0311199 | val_loss: 0.0311609 | Time: 1347.28 ms
[2022-04-11 12:41:13 main:574] : INFO : Epoch 1667 | loss: 0.0311188 | val_loss: 0.0311595 | Time: 1362.56 ms
[2022-04-11 12:41:15 main:574] : INFO : Epoch 1668 | loss: 0.0311173 | val_loss: 0.0311637 | Time: 1486.26 ms
[2022-04-11 12:41:16 main:574] : INFO : Epoch 1669 | loss: 0.0311176 | val_loss: 0.0311652 | Time: 1491.8 ms
[2022-04-11 12:41:18 main:574] : INFO : Epoch 1670 | loss: 0.0311175 | val_loss: 0.0311626 | Time: 1490.97 ms
[2022-04-11 12:41:19 main:574] : INFO : Epoch 1671 | loss: 0.0311202 | val_loss: 0.0311654 | Time: 1503.67 ms
[2022-04-11 12:41:21 main:574] : INFO : Epoch 1672 | loss: 0.0311165 | val_loss: 0.0311664 | Time: 1462.73 ms
[2022-04-11 12:41:22 main:574] : INFO : Epoch 1673 | loss: 0.0311159 | val_loss: 0.0311619 | Time: 1438.03 ms
[2022-04-11 12:41:23 main:574] : INFO : Epoch 1674 | loss: 0.0311177 | val_loss: 0.031165 | Time: 1334.61 ms
[2022-04-11 12:41:25 main:574] : INFO : Epoch 1675 | loss: 0.031116 | val_loss: 0.0311615 | Time: 1448.25 ms
[2022-04-11 12:41:26 main:574] : INFO : Epoch 1676 | loss: 0.031115 | val_loss: 0.0311656 | Time: 1474.87 ms
[2022-04-11 12:41:28 main:574] : INFO : Epoch 1677 | loss: 0.0311154 | val_loss: 0.0311584 | Time: 1491.33 ms
[2022-04-11 12:41:29 main:574] : INFO : Epoch 1678 | loss: 0.031118 | val_loss: 0.03117 | Time: 1470.41 ms
[2022-04-11 12:41:31 main:574] : INFO : Epoch 1679 | loss: 0.0311301 | val_loss: 0.0311654 | Time: 1499.2 ms
[2022-04-11 12:41:32 main:574] : INFO : Epoch 1680 | loss: 0.0311277 | val_loss: 0.031164 | Time: 1362.1 ms
[2022-04-11 12:41:34 main:574] : INFO : Epoch 1681 | loss: 0.0311275 | val_loss: 0.0311649 | Time: 1351.02 ms
[2022-04-11 12:41:35 main:574] : INFO : Epoch 1682 | loss: 0.0311303 | val_loss: 0.0311627 | Time: 1520.92 ms
[2022-04-11 12:41:37 main:574] : INFO : Epoch 1683 | loss: 0.0311295 | val_loss: 0.0311632 | Time: 1504.39 ms
[2022-04-11 12:41:38 main:574] : INFO : Epoch 1684 | loss: 0.031127 | val_loss: 0.0311636 | Time: 1502.72 ms
[2022-04-11 12:41:40 main:574] : INFO : Epoch 1685 | loss: 0.0311248 | val_loss: 0.0311642 | Time: 1455.47 ms
[2022-04-11 12:41:41 main:574] : INFO : Epoch 1686 | loss: 0.0311222 | val_loss: 0.0311623 | Time: 1499.76 ms
[2022-04-11 12:41:43 main:574] : INFO : Epoch 1687 | loss: 0.0311203 | val_loss: 0.031162 | Time: 1384.32 ms
[2022-04-11 12:41:44 main:574] : INFO : Epoch 1688 | loss: 0.0311198 | val_loss: 0.0311646 | Time: 1486.84 ms
[2022-04-11 12:41:46 main:574] : INFO : Epoch 1689 | loss: 0.0311194 | val_loss: 0.0311668 | Time: 1498.47 ms
[2022-04-11 12:41:47 main:574] : INFO : Epoch 1690 | loss: 0.031118 | val_loss: 0.0311689 | Time: 1454.79 ms
[2022-04-11 12:41:48 main:574] : INFO : Epoch 1691 | loss: 0.0311171 | val_loss: 0.0311648 | Time: 1519.51 ms
[2022-04-11 12:41:50 main:574] : INFO : Epoch 1692 | loss: 0.0311213 | val_loss: 0.0311644 | Time: 1386.22 ms
[2022-04-11 12:41:51 main:574] : INFO : Epoch 1693 | loss: 0.0311251 | val_loss: 0.0311632 | Time: 1483.82 ms
[2022-04-11 12:41:53 main:574] : INFO : Epoch 1694 | loss: 0.0311202 | val_loss: 0.0311664 | Time: 1349.51 ms
[2022-04-11 12:41:54 main:574] : INFO : Epoch 1695 | loss: 0.031118 | val_loss: 0.031168 | Time: 1387.7 ms
[2022-04-11 12:41:56 main:574] : INFO : Epoch 1696 | loss: 0.0311177 | val_loss: 0.0311669 | Time: 1476.62 ms
[2022-04-11 12:41:57 main:574] : INFO : Epoch 1697 | loss: 0.0311249 | val_loss: 0.0311634 | Time: 1473.75 ms
[2022-04-11 12:41:59 main:574] : INFO : Epoch 1698 | loss: 0.031122 | val_loss: 0.0311689 | Time: 1422.77 ms
[2022-04-11 12:42:00 main:574] : INFO : Epoch 1699 | loss: 0.0311182 | val_loss: 0.0311643 | Time: 1498.76 ms
[2022-04-11 12:42:01 main:574] : INFO : Epoch 1700 | loss: 0.0311193 | val_loss: 0.0311651 | Time: 1425.85 ms
[2022-04-11 12:42:03 main:574] : INFO : Epoch 1701 | loss: 0.0311188 | val_loss: 0.0311632 | Time: 1365.62 ms
[2022-04-11 12:42:04 main:574] : INFO : Epoch 1702 | loss: 0.0311208 | val_loss: 0.0311633 | Time: 1470.43 ms
[2022-04-11 12:42:06 main:574] : INFO : Epoch 1703 | loss: 0.031119 | val_loss: 0.0311656 | Time: 1519.51 ms
[2022-04-11 12:42:07 main:574] : INFO : Epoch 1704 | loss: 0.0311177 | val_loss: 0.0311604 | Time: 1468.26 ms
[2022-04-11 12:42:09 main:574] : INFO : Epoch 1705 | loss: 0.0311147 | val_loss: 0.0311645 | Time: 1537.41 ms
[2022-04-11 12:42:10 main:574] : INFO : Epoch 1706 | loss: 0.0311162 | val_loss: 0.031161 | Time: 1475.2 ms
[2022-04-11 12:42:12 main:574] : INFO : Epoch 1707 | loss: 0.0311131 | val_loss: 0.0311646 | Time: 1454.22 ms
[2022-04-11 12:42:13 main:574] : INFO : Epoch 1708 | loss: 0.031112 | val_loss: 0.0311642 | Time: 1536.69 ms
[2022-04-11 12:42:15 main:574] : INFO : Epoch 1709 | loss: 0.0311186 | val_loss: 0.0311674 | Time: 1404.37 ms
[2022-04-11 12:42:16 main:574] : INFO : Epoch 1710 | loss: 0.0311135 | val_loss: 0.0311673 | Time: 1421.59 ms
[2022-04-11 12:42:18 main:574] : INFO : Epoch 1711 | loss: 0.0311097 | val_loss: 0.0311667 | Time: 1397.75 ms
[2022-04-11 12:42:19 main:574] : INFO : Epoch 1712 | loss: 0.0311103 | val_loss: 0.0311634 | Time: 1437.76 ms
[2022-04-11 12:42:21 main:574] : INFO : Epoch 1713 | loss: 0.0311081 | val_loss: 0.0311694 | Time: 1448.93 ms
[2022-04-11 12:42:22 main:574] : INFO : Epoch 1714 | loss: 0.0311104 | val_loss: 0.0311678 | Time: 1439.24 ms
[2022-04-11 12:42:23 main:574] : INFO : Epoch 1715 | loss: 0.0311077 | val_loss: 0.0311709 | Time: 1469.05 ms
[2022-04-11 12:42:25 main:574] : INFO : Epoch 1716 | loss: 0.0311077 | val_loss: 0.03117 | Time: 1368.62 ms
[2022-04-11 12:42:26 main:574] : INFO : Epoch 1717 | loss: 0.0311093 | val_loss: 0.0311763 | Time: 1472.56 ms
[2022-04-11 12:42:28 main:574] : INFO : Epoch 1718 | loss: 0.0311108 | val_loss: 0.0311624 | Time: 1513.8 ms
[2022-04-11 12:42:29 main:574] : INFO : Epoch 1719 | loss: 0.03111 | val_loss: 0.0311692 | Time: 1497.71 ms
[2022-04-11 12:42:31 main:574] : INFO : Epoch 1720 | loss: 0.0311085 | val_loss: 0.0311677 | Time: 1474.89 ms
[2022-04-11 12:42:32 main:574] : INFO : Epoch 1721 | loss: 0.03111 | val_loss: 0.0311655 | Time: 1438.01 ms
[2022-04-11 12:42:34 main:574] : INFO : Epoch 1722 | loss: 0.0311128 | val_loss: 0.031174 | Time: 1515.42 ms
[2022-04-11 12:42:35 main:574] : INFO : Epoch 1723 | loss: 0.0311085 | val_loss: 0.0311674 | Time: 1464.36 ms
[2022-04-11 12:42:37 main:574] : INFO : Epoch 1724 | loss: 0.031107 | val_loss: 0.0311738 | Time: 1461.27 ms
[2022-04-11 12:42:38 main:574] : INFO : Epoch 1725 | loss: 0.031105 | val_loss: 0.0311686 | Time: 1497.03 ms
[2022-04-11 12:42:40 main:574] : INFO : Epoch 1726 | loss: 0.0311051 | val_loss: 0.0311693 | Time: 1347.04 ms
[2022-04-11 12:42:41 main:574] : INFO : Epoch 1727 | loss: 0.0311061 | val_loss: 0.031168 | Time: 1405.67 ms
[2022-04-11 12:42:42 main:574] : INFO : Epoch 1728 | loss: 0.0311055 | val_loss: 0.0311622 | Time: 1438.58 ms
[2022-04-11 12:42:44 main:574] : INFO : Epoch 1729 | loss: 0.031106 | val_loss: 0.0311661 | Time: 1521.89 ms
[2022-04-11 12:42:46 main:574] : INFO : Epoch 1730 | loss: 0.0311051 | val_loss: 0.0311634 | Time: 1494.89 ms
[2022-04-11 12:42:47 main:574] : INFO : Epoch 1731 | loss: 0.0311068 | val_loss: 0.0311648 | Time: 1345.65 ms
[2022-04-11 12:42:48 main:574] : INFO : Epoch 1732 | loss: 0.0311047 | val_loss: 0.0311684 | Time: 1462.09 ms
[2022-04-11 12:42:50 main:574] : INFO : Epoch 1733 | loss: 0.031108 | val_loss: 0.0311652 | Time: 1351.06 ms
[2022-04-11 12:42:51 main:574] : INFO : Epoch 1734 | loss: 0.0311102 | val_loss: 0.0311623 | Time: 1343.37 ms
[2022-04-11 12:42:52 main:574] : INFO : Epoch 1735 | loss: 0.0311107 | val_loss: 0.0311606 | Time: 1456.3 ms
[2022-04-11 12:42:54 main:574] : INFO : Epoch 1736 | loss: 0.0311086 | val_loss: 0.0311681 | Time: 1538.05 ms
[2022-04-11 12:42:56 main:574] : INFO : Epoch 1737 | loss: 0.0311114 | val_loss: 0.0311656 | Time: 1487.03 ms
[2022-04-11 12:42:57 main:574] : INFO : Epoch 1738 | loss: 0.0311101 | val_loss: 0.0311591 | Time: 1483.34 ms
[2022-04-11 12:42:59 main:574] : INFO : Epoch 1739 | loss: 0.0311093 | val_loss: 0.0311626 | Time: 1482.54 ms
[2022-04-11 12:43:00 main:574] : INFO : Epoch 1740 | loss: 0.0311122 | val_loss: 0.0311679 | Time: 1451.3 ms
[2022-04-11 12:43:01 main:574] : INFO : Epoch 1741 | loss: 0.0311116 | val_loss: 0.031162 | Time: 1340.1 ms
[2022-04-11 12:43:03 main:574] : INFO : Epoch 1742 | loss: 0.0311298 | val_loss: 0.0311609 | Time: 1461.52 ms
[2022-04-11 12:43:04 main:574] : INFO : Epoch 1743 | loss: 0.0311448 | val_loss: 0.0311612 | Time: 1550.96 ms
[2022-04-11 12:43:06 main:574] : INFO : Epoch 1744 | loss: 0.03114 | val_loss: 0.0311557 | Time: 1483.06 ms
[2022-04-11 12:43:07 main:574] : INFO : Epoch 1745 | loss: 0.0311348 | val_loss: 0.0311554 | Time: 1472.54 ms
[2022-04-11 12:43:09 main:574] : INFO : Epoch 1746 | loss: 0.0311332 | val_loss: 0.0311566 | Time: 1476.11 ms
[2022-04-11 12:43:10 main:574] : INFO : Epoch 1747 | loss: 0.0311306 | val_loss: 0.0311546 | Time: 1468.5 ms
[2022-04-11 12:43:12 main:574] : INFO : Epoch 1748 | loss: 0.0311292 | val_loss: 0.0311672 | Time: 1514.36 ms
[2022-04-11 12:43:13 main:574] : INFO : Epoch 1749 | loss: 0.0311279 | val_loss: 0.0311624 | Time: 1411.02 ms
[2022-04-11 12:43:15 main:574] : INFO : Epoch 1750 | loss: 0.0311256 | val_loss: 0.0311643 | Time: 1473.46 ms
[2022-04-11 12:43:16 main:574] : INFO : Epoch 1751 | loss: 0.031123 | val_loss: 0.0311592 | Time: 1493.6 ms
[2022-04-11 12:43:18 main:574] : INFO : Epoch 1752 | loss: 0.031124 | val_loss: 0.0311672 | Time: 1495.55 ms
[2022-04-11 12:43:19 main:574] : INFO : Epoch 1753 | loss: 0.0311261 | val_loss: 0.0311664 | Time: 1479.52 ms
[2022-04-11 12:43:21 main:574] : INFO : Epoch 1754 | loss: 0.0311255 | val_loss: 0.0311579 | Time: 1378.73 ms
[2022-04-11 12:43:22 main:574] : INFO : Epoch 1755 | loss: 0.0311223 | val_loss: 0.0311596 | Time: 1454.71 ms
[2022-04-11 12:43:24 main:574] : INFO : Epoch 1756 | loss: 0.0311192 | val_loss: 0.031168 | Time: 1500.92 ms
[2022-04-11 12:43:25 main:574] : INFO : Epoch 1757 | loss: 0.0311179 | val_loss: 0.0311623 | Time: 1336.23 ms
[2022-04-11 12:43:26 main:574] : INFO : Epoch 1758 | loss: 0.0311178 | val_loss: 0.0311655 | Time: 1389.82 ms
[2022-04-11 12:43:28 main:574] : INFO : Epoch 1759 | loss: 0.0311171 | val_loss: 0.0311717 | Time: 1568.73 ms
[2022-04-11 12:43:30 main:574] : INFO : Epoch 1760 | loss: 0.0311182 | val_loss: 0.0311706 | Time: 1463.65 ms
[2022-04-11 12:43:31 main:574] : INFO : Epoch 1761 | loss: 0.0311198 | val_loss: 0.03117 | Time: 1470.45 ms
[2022-04-11 12:43:33 main:574] : INFO : Epoch 1762 | loss: 0.031117 | val_loss: 0.0311603 | Time: 1488.24 ms
[2022-04-11 12:43:34 main:574] : INFO : Epoch 1763 | loss: 0.0311164 | val_loss: 0.0311614 | Time: 1539.5 ms
[2022-04-11 12:43:36 main:574] : INFO : Epoch 1764 | loss: 0.0311159 | val_loss: 0.0311682 | Time: 1532.95 ms
[2022-04-11 12:43:37 main:574] : INFO : Epoch 1765 | loss: 0.0311181 | val_loss: 0.0311699 | Time: 1460.1 ms
[2022-04-11 12:43:39 main:574] : INFO : Epoch 1766 | loss: 0.0311165 | val_loss: 0.031165 | Time: 1504.9 ms
[2022-04-11 12:43:40 main:574] : INFO : Epoch 1767 | loss: 0.0311161 | val_loss: 0.0311621 | Time: 1473.16 ms
[2022-04-11 12:43:42 main:574] : INFO : Epoch 1768 | loss: 0.0311161 | val_loss: 0.0311649 | Time: 1436.01 ms
[2022-04-11 12:43:43 main:574] : INFO : Epoch 1769 | loss: 0.0311178 | val_loss: 0.0311637 | Time: 1512.21 ms
[2022-04-11 12:43:45 main:574] : INFO : Epoch 1770 | loss: 0.031118 | val_loss: 0.0311609 | Time: 1507.98 ms
[2022-04-11 12:43:46 main:574] : INFO : Epoch 1771 | loss: 0.0311188 | val_loss: 0.0311607 | Time: 1378.93 ms
[2022-04-11 12:43:48 main:574] : INFO : Epoch 1772 | loss: 0.0311212 | val_loss: 0.0311655 | Time: 1530.21 ms
[2022-04-11 12:43:49 main:574] : INFO : Epoch 1773 | loss: 0.0311219 | val_loss: 0.0311607 | Time: 1470.56 ms
[2022-04-11 12:43:51 main:574] : INFO : Epoch 1774 | loss: 0.0311202 | val_loss: 0.0311623 | Time: 1490.82 ms
[2022-04-11 12:43:52 main:574] : INFO : Epoch 1775 | loss: 0.0311187 | val_loss: 0.0311632 | Time: 1458.9 ms
[2022-04-11 12:43:54 main:574] : INFO : Epoch 1776 | loss: 0.0311202 | val_loss: 0.0311812 | Time: 1469.5 ms
[2022-04-11 12:43:55 main:574] : INFO : Epoch 1777 | loss: 0.031121 | val_loss: 0.0311659 | Time: 1574.67 ms
[2022-04-11 12:43:57 main:574] : INFO : Epoch 1778 | loss: 0.0311202 | val_loss: 0.0311591 | Time: 1405.33 ms
[2022-04-11 12:43:58 main:574] : INFO : Epoch 1779 | loss: 0.031117 | val_loss: 0.0311634 | Time: 1508.66 ms
[2022-04-11 12:43:59 main:574] : INFO : Epoch 1780 | loss: 0.0311141 | val_loss: 0.0311664 | Time: 1375.85 ms
[2022-04-11 12:44:01 main:574] : INFO : Epoch 1781 | loss: 0.0311166 | val_loss: 0.0311662 | Time: 1491.08 ms
[2022-04-11 12:44:02 main:574] : INFO : Epoch 1782 | loss: 0.0311147 | val_loss: 0.0311596 | Time: 1389.22 ms
[2022-04-11 12:44:04 main:574] : INFO : Epoch 1783 | loss: 0.0311155 | val_loss: 0.0311677 | Time: 1496.74 ms
[2022-04-11 12:44:05 main:574] : INFO : Epoch 1784 | loss: 0.0311137 | val_loss: 0.0311675 | Time: 1472.56 ms
[2022-04-11 12:44:07 main:574] : INFO : Epoch 1785 | loss: 0.031113 | val_loss: 0.0311641 | Time: 1489.39 ms
[2022-04-11 12:44:08 main:574] : INFO : Epoch 1786 | loss: 0.0311132 | val_loss: 0.0311675 | Time: 1387.64 ms
[2022-04-11 12:44:10 main:574] : INFO : Epoch 1787 | loss: 0.0311147 | val_loss: 0.0311606 | Time: 1447.95 ms
[2022-04-11 12:44:11 main:574] : INFO : Epoch 1788 | loss: 0.0311137 | val_loss: 0.0311625 | Time: 1528.42 ms
[2022-04-11 12:44:13 main:574] : INFO : Epoch 1789 | loss: 0.0311145 | val_loss: 0.0311673 | Time: 1478.91 ms
[2022-04-11 12:44:14 main:574] : INFO : Epoch 1790 | loss: 0.0311121 | val_loss: 0.0311652 | Time: 1365.17 ms
[2022-04-11 12:44:16 main:574] : INFO : Epoch 1791 | loss: 0.0311168 | val_loss: 0.0311654 | Time: 1511.79 ms
[2022-04-11 12:44:17 main:574] : INFO : Epoch 1792 | loss: 0.031121 | val_loss: 0.0311621 | Time: 1420.96 ms
[2022-04-11 12:44:19 main:574] : INFO : Epoch 1793 | loss: 0.0311194 | val_loss: 0.0311678 | Time: 1459.28 ms
[2022-04-11 12:44:20 main:574] : INFO : Epoch 1794 | loss: 0.0311178 | val_loss: 0.0311646 | Time: 1455.78 ms
[2022-04-11 12:44:22 main:574] : INFO : Epoch 1795 | loss: 0.0311181 | val_loss: 0.0311664 | Time: 1535.88 ms
[2022-04-11 12:44:23 main:574] : INFO : Epoch 1796 | loss: 0.0311155 | val_loss: 0.0311669 | Time: 1356.74 ms
[2022-04-11 12:44:24 main:574] : INFO : Epoch 1797 | loss: 0.031115 | val_loss: 0.0311649 | Time: 1343.44 ms
[2022-04-11 12:44:26 main:574] : INFO : Epoch 1798 | loss: 0.0311159 | val_loss: 0.0311659 | Time: 1428.58 ms
[2022-04-11 12:44:27 main:574] : INFO : Epoch 1799 | loss: 0.0311138 | val_loss: 0.0311643 | Time: 1398.99 ms
[2022-04-11 12:44:29 main:574] : INFO : Epoch 1800 | loss: 0.0311132 | val_loss: 0.0311644 | Time: 1343.96 ms
[2022-04-11 12:44:30 main:574] : INFO : Epoch 1801 | loss: 0.0311127 | val_loss: 0.0311685 | Time: 1485.34 ms
[2022-04-11 12:44:32 main:574] : INFO : Epoch 1802 | loss: 0.0311153 | val_loss: 0.0311648 | Time: 1474.56 ms
[2022-04-11 12:44:33 main:574] : INFO : Epoch 1803 | loss: 0.0311116 | val_loss: 0.031162 | Time: 1419.48 ms
[2022-04-11 12:44:34 main:574] : INFO : Epoch 1804 | loss: 0.0311149 | val_loss: 0.0311681 | Time: 1435.62 ms
[2022-04-11 12:44:36 main:574] : INFO : Epoch 1805 | loss: 0.0311132 | val_loss: 0.0311667 | Time: 1382.46 ms
[2022-04-11 12:44:37 main:574] : INFO : Epoch 1806 | loss: 0.03111 | val_loss: 0.031169 | Time: 1453.47 ms
[2022-04-11 12:44:39 main:574] : INFO : Epoch 1807 | loss: 0.0311092 | val_loss: 0.0311662 | Time: 1522.55 ms
[2022-04-11 12:44:40 main:574] : INFO : Epoch 1808 | loss: 0.03111 | val_loss: 0.0311665 | Time: 1531.67 ms
[2022-04-11 12:44:42 main:574] : INFO : Epoch 1809 | loss: 0.0311121 | val_loss: 0.0311618 | Time: 1522 ms
[2022-04-11 12:44:43 main:574] : INFO : Epoch 1810 | loss: 0.0311124 | val_loss: 0.0311623 | Time: 1424.58 ms
[2022-04-11 12:44:45 main:574] : INFO : Epoch 1811 | loss: 0.0311139 | val_loss: 0.0311799 | Time: 1509.59 ms
[2022-04-11 12:44:46 main:574] : INFO : Epoch 1812 | loss: 0.0311123 | val_loss: 0.0311648 | Time: 1516.66 ms
[2022-04-11 12:44:48 main:574] : INFO : Epoch 1813 | loss: 0.0311098 | val_loss: 0.0311655 | Time: 1428.87 ms
[2022-04-11 12:44:49 main:574] : INFO : Epoch 1814 | loss: 0.0311097 | val_loss: 0.0311637 | Time: 1496.68 ms
[2022-04-11 12:44:51 main:574] : INFO : Epoch 1815 | loss: 0.0311109 | val_loss: 0.0311713 | Time: 1375.16 ms
[2022-04-11 12:44:52 main:574] : INFO : Epoch 1816 | loss: 0.0311096 | val_loss: 0.0311671 | Time: 1478.13 ms
[2022-04-11 12:44:54 main:574] : INFO : Epoch 1817 | loss: 0.0311084 | val_loss: 0.0311674 | Time: 1403.86 ms
[2022-04-11 12:44:55 main:574] : INFO : Epoch 1818 | loss: 0.0311108 | val_loss: 0.0311592 | Time: 1485.15 ms
[2022-04-11 12:44:57 main:574] : INFO : Epoch 1819 | loss: 0.03111 | val_loss: 0.0311629 | Time: 1509.14 ms
[2022-04-11 12:44:58 main:574] : INFO : Epoch 1820 | loss: 0.0311102 | val_loss: 0.0311593 | Time: 1393.65 ms
[2022-04-11 12:45:00 main:574] : INFO : Epoch 1821 | loss: 0.031116 | val_loss: 0.0311576 | Time: 1474.15 ms
[2022-04-11 12:45:01 main:574] : INFO : Epoch 1822 | loss: 0.0311175 | val_loss: 0.0311593 | Time: 1493.18 ms
[2022-04-11 12:45:03 main:574] : INFO : Epoch 1823 | loss: 0.0311164 | val_loss: 0.0311665 | Time: 1508.7 ms
[2022-04-11 12:45:04 main:574] : INFO : Epoch 1824 | loss: 0.0311161 | val_loss: 0.0311668 | Time: 1511.72 ms
[2022-04-11 12:45:06 main:574] : INFO : Epoch 1825 | loss: 0.0311121 | val_loss: 0.0311641 | Time: 1487.43 ms
[2022-04-11 12:45:07 main:574] : INFO : Epoch 1826 | loss: 0.0311072 | val_loss: 0.031167 | Time: 1502.45 ms
[2022-04-11 12:45:09 main:574] : INFO : Epoch 1827 | loss: 0.0311106 | val_loss: 0.0311621 | Time: 1502.66 ms
[2022-04-11 12:45:10 main:574] : INFO : Epoch 1828 | loss: 0.0311116 | val_loss: 0.031173 | Time: 1519.6 ms
[2022-04-11 12:45:12 main:574] : INFO : Epoch 1829 | loss: 0.0311084 | val_loss: 0.0311687 | Time: 1422.57 ms
[2022-04-11 12:45:13 main:574] : INFO : Epoch 1830 | loss: 0.0311064 | val_loss: 0.0311687 | Time: 1415.04 ms
[2022-04-11 12:45:15 main:574] : INFO : Epoch 1831 | loss: 0.0311074 | val_loss: 0.0311605 | Time: 1459.34 ms
[2022-04-11 12:45:16 main:574] : INFO : Epoch 1832 | loss: 0.0311088 | val_loss: 0.0311632 | Time: 1491.78 ms
[2022-04-11 12:45:18 main:574] : INFO : Epoch 1833 | loss: 0.0311127 | val_loss: 0.0311791 | Time: 1465.05 ms
[2022-04-11 12:45:19 main:574] : INFO : Epoch 1834 | loss: 0.0311139 | val_loss: 0.0311594 | Time: 1516.4 ms
[2022-04-11 12:45:21 main:574] : INFO : Epoch 1835 | loss: 0.03111 | val_loss: 0.0311612 | Time: 1505.46 ms
[2022-04-11 12:45:22 main:574] : INFO : Epoch 1836 | loss: 0.0311094 | val_loss: 0.0311637 | Time: 1491.58 ms
[2022-04-11 12:45:24 main:574] : INFO : Epoch 1837 | loss: 0.031109 | val_loss: 0.0311686 | Time: 1508.09 ms
[2022-04-11 12:45:25 main:574] : INFO : Epoch 1838 | loss: 0.0311091 | val_loss: 0.0311601 | Time: 1465.58 ms
[2022-04-11 12:45:27 main:574] : INFO : Epoch 1839 | loss: 0.0311092 | val_loss: 0.0311645 | Time: 1390.73 ms
[2022-04-11 12:45:28 main:574] : INFO : Epoch 1840 | loss: 0.0311086 | val_loss: 0.0311724 | Time: 1347.59 ms
[2022-04-11 12:45:29 main:574] : INFO : Epoch 1841 | loss: 0.0311084 | val_loss: 0.0311719 | Time: 1481.55 ms
[2022-04-11 12:45:31 main:574] : INFO : Epoch 1842 | loss: 0.0311062 | val_loss: 0.0311708 | Time: 1490.16 ms
[2022-04-11 12:45:32 main:574] : INFO : Epoch 1843 | loss: 0.0311075 | val_loss: 0.0311685 | Time: 1368.28 ms
[2022-04-11 12:45:34 main:574] : INFO : Epoch 1844 | loss: 0.0311077 | val_loss: 0.0311699 | Time: 1498.87 ms
[2022-04-11 12:45:35 main:574] : INFO : Epoch 1845 | loss: 0.0311105 | val_loss: 0.031171 | Time: 1536.6 ms
[2022-04-11 12:45:37 main:574] : INFO : Epoch 1846 | loss: 0.0311085 | val_loss: 0.031171 | Time: 1434.42 ms
[2022-04-11 12:45:38 main:574] : INFO : Epoch 1847 | loss: 0.0311054 | val_loss: 0.0311668 | Time: 1341.31 ms
[2022-04-11 12:45:40 main:574] : INFO : Epoch 1848 | loss: 0.0311082 | val_loss: 0.0311636 | Time: 1363.42 ms
[2022-04-11 12:45:41 main:574] : INFO : Epoch 1849 | loss: 0.0311077 | val_loss: 0.0311646 | Time: 1412.66 ms
[2022-04-11 12:45:42 main:574] : INFO : Epoch 1850 | loss: 0.0311068 | val_loss: 0.0311739 | Time: 1421.97 ms
[2022-04-11 12:45:44 main:574] : INFO : Epoch 1851 | loss: 0.0311084 | val_loss: 0.0311674 | Time: 1423.66 ms
[2022-04-11 12:45:45 main:574] : INFO : Epoch 1852 | loss: 0.0311133 | val_loss: 0.0311606 | Time: 1414.54 ms
[2022-04-11 12:45:47 main:574] : INFO : Epoch 1853 | loss: 0.0311155 | val_loss: 0.0311729 | Time: 1462.45 ms
[2022-04-11 12:45:48 main:574] : INFO : Epoch 1854 | loss: 0.0311123 | val_loss: 0.031159 | Time: 1486.41 ms
[2022-04-11 12:45:50 main:574] : INFO : Epoch 1855 | loss: 0.0311114 | val_loss: 0.0311622 | Time: 1450.67 ms
[2022-04-11 12:45:51 main:574] : INFO : Epoch 1856 | loss: 0.0311114 | val_loss: 0.0311582 | Time: 1521.51 ms
[2022-04-11 12:45:53 main:574] : INFO : Epoch 1857 | loss: 0.0311095 | val_loss: 0.0311663 | Time: 1434.97 ms
[2022-04-11 12:45:54 main:574] : INFO : Epoch 1858 | loss: 0.0311076 | val_loss: 0.0311625 | Time: 1427.64 ms
[2022-04-11 12:45:55 main:574] : INFO : Epoch 1859 | loss: 0.0311086 | val_loss: 0.0311641 | Time: 1383.62 ms
[2022-04-11 12:45:57 main:574] : INFO : Epoch 1860 | loss: 0.0311101 | val_loss: 0.0311726 | Time: 1505.55 ms
[2022-04-11 12:45:58 main:574] : INFO : Epoch 1861 | loss: 0.0311105 | val_loss: 0.0311698 | Time: 1463.64 ms
[2022-04-11 12:46:00 main:574] : INFO : Epoch 1862 | loss: 0.0311092 | val_loss: 0.03117 | Time: 1413.87 ms
[2022-04-11 12:46:01 main:574] : INFO : Epoch 1863 | loss: 0.0311072 | val_loss: 0.0311643 | Time: 1391.26 ms
[2022-04-11 12:46:03 main:574] : INFO : Epoch 1864 | loss: 0.0311061 | val_loss: 0.0311676 | Time: 1394.43 ms
[2022-04-11 12:46:04 main:574] : INFO : Epoch 1865 | loss: 0.0311038 | val_loss: 0.03117 | Time: 1444.77 ms
[2022-04-11 12:46:06 main:574] : INFO : Epoch 1866 | loss: 0.0311037 | val_loss: 0.0311722 | Time: 1502.34 ms
[2022-04-11 12:46:07 main:574] : INFO : Epoch 1867 | loss: 0.0311025 | val_loss: 0.0311673 | Time: 1528.85 ms
[2022-04-11 12:46:09 main:574] : INFO : Epoch 1868 | loss: 0.0311051 | val_loss: 0.0311733 | Time: 1403.87 ms
[2022-04-11 12:46:10 main:574] : INFO : Epoch 1869 | loss: 0.0311048 | val_loss: 0.0311612 | Time: 1397.53 ms
[2022-04-11 12:46:12 main:574] : INFO : Epoch 1870 | loss: 0.0311042 | val_loss: 0.0311709 | Time: 1506.19 ms
[2022-04-11 12:46:13 main:574] : INFO : Epoch 1871 | loss: 0.031106 | val_loss: 0.0311662 | Time: 1475.62 ms
[2022-04-11 12:46:15 main:574] : INFO : Epoch 1872 | loss: 0.0311098 | val_loss: 0.0311745 | Time: 1485.73 ms
[2022-04-11 12:46:16 main:574] : INFO : Epoch 1873 | loss: 0.031108 | val_loss: 0.0311716 | Time: 1394.74 ms
[2022-04-11 12:46:18 main:574] : INFO : Epoch 1874 | loss: 0.0311063 | val_loss: 0.0311678 | Time: 1521.14 ms
[2022-04-11 12:46:19 main:574] : INFO : Epoch 1875 | loss: 0.0311066 | val_loss: 0.0311743 | Time: 1395.24 ms
[2022-04-11 12:46:20 main:574] : INFO : Epoch 1876 | loss: 0.0311066 | val_loss: 0.0311704 | Time: 1511.36 ms
[2022-04-11 12:46:22 main:574] : INFO : Epoch 1877 | loss: 0.0311046 | val_loss: 0.0311688 | Time: 1515.58 ms
[2022-04-11 12:46:23 main:574] : INFO : Epoch 1878 | loss: 0.031111 | val_loss: 0.0311676 | Time: 1452.76 ms
[2022-04-11 12:46:25 main:574] : INFO : Epoch 1879 | loss: 0.0311162 | val_loss: 0.0311672 | Time: 1481.34 ms
[2022-04-11 12:46:26 main:574] : INFO : Epoch 1880 | loss: 0.0311121 | val_loss: 0.0311787 | Time: 1369.66 ms
[2022-04-11 12:46:28 main:574] : INFO : Epoch 1881 | loss: 0.0311124 | val_loss: 0.0311727 | Time: 1469.85 ms
[2022-04-11 12:46:29 main:574] : INFO : Epoch 1882 | loss: 0.0311118 | val_loss: 0.0311676 | Time: 1364.58 ms
[2022-04-11 12:46:31 main:574] : INFO : Epoch 1883 | loss: 0.0311114 | val_loss: 0.0311799 | Time: 1511.71 ms
[2022-04-11 12:46:32 main:574] : INFO : Epoch 1884 | loss: 0.0396765 | val_loss: 0.0380071 | Time: 1509.67 ms
[2022-04-11 12:46:34 main:574] : INFO : Epoch 1885 | loss: 0.0485709 | val_loss: 0.0434682 | Time: 1540.03 ms
[2022-04-11 12:46:35 main:574] : INFO : Epoch 1886 | loss: 0.0346854 | val_loss: 0.031759 | Time: 1445.94 ms
[2022-04-11 12:46:37 main:574] : INFO : Epoch 1887 | loss: 0.0316024 | val_loss: 0.0314732 | Time: 1507.88 ms
[2022-04-11 12:46:38 main:574] : INFO : Epoch 1888 | loss: 0.031308 | val_loss: 0.0312707 | Time: 1504.2 ms
[2022-04-11 12:46:40 main:574] : INFO : Epoch 1889 | loss: 0.0312421 | val_loss: 0.0312236 | Time: 1430.4 ms
[2022-04-11 12:46:41 main:574] : INFO : Epoch 1890 | loss: 0.0312119 | val_loss: 0.0312011 | Time: 1346.63 ms
[2022-04-11 12:46:43 main:574] : INFO : Epoch 1891 | loss: 0.0311989 | val_loss: 0.031195 | Time: 1467.22 ms
[2022-04-11 12:46:44 main:574] : INFO : Epoch 1892 | loss: 0.0311942 | val_loss: 0.0311885 | Time: 1487.11 ms
[2022-04-11 12:46:46 main:574] : INFO : Epoch 1893 | loss: 0.0311882 | val_loss: 0.0311841 | Time: 1473.27 ms
[2022-04-11 12:46:47 main:574] : INFO : Epoch 1894 | loss: 0.0311859 | val_loss: 0.0311831 | Time: 1344.45 ms
[2022-04-11 12:46:49 main:574] : INFO : Epoch 1895 | loss: 0.0311844 | val_loss: 0.0311818 | Time: 1530.59 ms
[2022-04-11 12:46:50 main:574] : INFO : Epoch 1896 | loss: 0.031184 | val_loss: 0.0311824 | Time: 1510 ms
[2022-04-11 12:46:52 main:574] : INFO : Epoch 1897 | loss: 0.0311825 | val_loss: 0.0311795 | Time: 1548.09 ms
[2022-04-11 12:46:53 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.0311792 | Time: 1494.71 ms
[2022-04-11 12:46:55 main:574] : INFO : Epoch 1899 | loss: 0.0311805 | val_loss: 0.031179 | Time: 1453.76 ms
[2022-04-11 12:46:56 main:574] : INFO : Epoch 1900 | loss: 0.0311793 | val_loss: 0.0311771 | Time: 1470.77 ms
[2022-04-11 12:46:58 main:574] : INFO : Epoch 1901 | loss: 0.0311784 | val_loss: 0.0311758 | Time: 1501.99 ms
[2022-04-11 12:46:59 main:574] : INFO : Epoch 1902 | loss: 0.0311778 | val_loss: 0.0311758 | Time: 1443.78 ms
[2022-04-11 12:47:01 main:574] : INFO : Epoch 1903 | loss: 0.031177 | val_loss: 0.0311758 | Time: 1469.23 ms
[2022-04-11 12:47:02 main:574] : INFO : Epoch 1904 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 1514.98 ms
[2022-04-11 12:47:04 main:574] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311757 | Time: 1491.44 ms
[2022-04-11 12:47:05 main:574] : INFO : Epoch 1906 | loss: 0.0311764 | val_loss: 0.0311744 | Time: 1536.47 ms
[2022-04-11 12:47:07 main:574] : INFO : Epoch 1907 | loss: 0.0311755 | val_loss: 0.0311744 | Time: 1379.92 ms
[2022-04-11 12:47:08 main:574] : INFO : Epoch 1908 | loss: 0.0311751 | val_loss: 0.031174 | Time: 1413.28 ms
[2022-04-11 12:47:09 main:574] : INFO : Epoch 1909 | loss: 0.0311749 | val_loss: 0.0311737 | Time: 1478.76 ms
[2022-04-11 12:47:11 main:574] : INFO : Epoch 1910 | loss: 0.0311747 | val_loss: 0.0311737 | Time: 1411.02 ms
[2022-04-11 12:47:12 main:574] : INFO : Epoch 1911 | loss: 0.031175 | val_loss: 0.0311739 | Time: 1400.65 ms
[2022-04-11 12:47:14 main:574] : INFO : Epoch 1912 | loss: 0.0311755 | val_loss: 0.0311746 | Time: 1512.23 ms
[2022-04-11 12:47:15 main:574] : INFO : Epoch 1913 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 1450.88 ms
[2022-04-11 12:47:17 main:574] : INFO : Epoch 1914 | loss: 0.0311742 | val_loss: 0.0311739 | Time: 1405.11 ms
[2022-04-11 12:47:18 main:574] : INFO : Epoch 1915 | loss: 0.031174 | val_loss: 0.0311754 | Time: 1504.18 ms
[2022-04-11 12:47:20 main:574] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 1473.25 ms
[2022-04-11 12:47:21 main:574] : INFO : Epoch 1917 | loss: 0.0311744 | val_loss: 0.0311732 | Time: 1486.5 ms
[2022-04-11 12:47:23 main:574] : INFO : Epoch 1918 | loss: 0.0311746 | val_loss: 0.0311733 | Time: 1480.86 ms
[2022-04-11 12:47:24 main:574] : INFO : Epoch 1919 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 1477.06 ms
[2022-04-11 12:47:26 main:574] : INFO : Epoch 1920 | loss: 0.031174 | val_loss: 0.0311738 | Time: 1451.36 ms
[2022-04-11 12:47:27 main:574] : INFO : Epoch 1921 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 1371.2 ms
[2022-04-11 12:47:29 main:574] : INFO : Epoch 1922 | loss: 0.0311732 | val_loss: 0.0311734 | Time: 1487.66 ms
[2022-04-11 12:47:30 main:574] : INFO : Epoch 1923 | loss: 0.0311734 | val_loss: 0.0311746 | Time: 1467.54 ms
[2022-04-11 12:47:32 main:574] : INFO : Epoch 1924 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 1433.08 ms
[2022-04-11 12:47:33 main:574] : INFO : Epoch 1925 | loss: 0.0311725 | val_loss: 0.0311741 | Time: 1368.59 ms
[2022-04-11 12:47:34 main:574] : INFO : Epoch 1926 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 1493.02 ms
[2022-04-11 12:47:36 main:574] : INFO : Epoch 1927 | loss: 0.0311733 | val_loss: 0.0311733 | Time: 1330.68 ms
[2022-04-11 12:47:37 main:574] : INFO : Epoch 1928 | loss: 0.0311725 | val_loss: 0.0311729 | Time: 1538.19 ms
[2022-04-11 12:47:39 main:574] : INFO : Epoch 1929 | loss: 0.0311724 | val_loss: 0.0311731 | Time: 1437.52 ms
[2022-04-11 12:47:40 main:574] : INFO : Epoch 1930 | loss: 0.0311726 | val_loss: 0.0311733 | Time: 1445.73 ms
[2022-04-11 12:47:42 main:574] : INFO : Epoch 1931 | loss: 0.0311731 | val_loss: 0.0311722 | Time: 1454.36 ms
[2022-04-11 12:47:43 main:574] : INFO : Epoch 1932 | loss: 0.0311741 | val_loss: 0.0311744 | Time: 1527.47 ms
[2022-04-11 12:47:45 main:574] : INFO : Epoch 1933 | loss: 0.0311731 | val_loss: 0.031174 | Time: 1433.55 ms
[2022-04-11 12:47:46 main:574] : INFO : Epoch 1934 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 1425.98 ms
[2022-04-11 12:47:48 main:574] : INFO : Epoch 1935 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 1500.78 ms
[2022-04-11 12:47:49 main:574] : INFO : Epoch 1936 | loss: 0.0311753 | val_loss: 0.0311751 | Time: 1482.72 ms
[2022-04-11 12:47:51 main:574] : INFO : Epoch 1937 | loss: 0.0311749 | val_loss: 0.0311745 | Time: 1347.24 ms
[2022-04-11 12:47:52 main:574] : INFO : Epoch 1938 | loss: 0.0311741 | val_loss: 0.0311737 | Time: 1344.34 ms
[2022-04-11 12:47:53 main:574] : INFO : Epoch 1939 | loss: 0.0311736 | val_loss: 0.031173 | Time: 1366.34 ms
[2022-04-11 12:47:55 main:574] : INFO : Epoch 1940 | loss: 0.0311749 | val_loss: 0.0311734 | Time: 1565.78 ms
[2022-04-11 12:47:56 main:574] : INFO : Epoch 1941 | loss: 0.031174 | val_loss: 0.0311738 | Time: 1414.15 ms
[2022-04-11 12:47:58 main:574] : INFO : Epoch 1942 | loss: 0.0311738 | val_loss: 0.0311724 | Time: 1450.88 ms
[2022-04-11 12:47:59 main:574] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 1462.09 ms
[2022-04-11 12:48:01 main:574] : INFO : Epoch 1944 | loss: 0.0311737 | val_loss: 0.0311733 | Time: 1498.26 ms
[2022-04-11 12:48:02 main:574] : INFO : Epoch 1945 | loss: 0.031173 | val_loss: 0.031172 | Time: 1387.96 ms
[2022-04-11 12:48:04 main:574] : INFO : Epoch 1946 | loss: 0.0311724 | val_loss: 0.031172 | Time: 1494.63 ms
[2022-04-11 12:48:05 main:574] : INFO : Epoch 1947 | loss: 0.031172 | val_loss: 0.0311708 | Time: 1544.22 ms
[2022-04-11 12:48:07 main:574] : INFO : Epoch 1948 | loss: 0.0311717 | val_loss: 0.0311707 | Time: 1508.72 ms
[2022-04-11 12:48:08 main:574] : INFO : Epoch 1949 | loss: 0.0311714 | val_loss: 0.0311706 | Time: 1350.65 ms
[2022-04-11 12:48:10 main:574] : INFO : Epoch 1950 | loss: 0.0311706 | val_loss: 0.0311711 | Time: 1564.09 ms
[2022-04-11 12:48:11 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311709 | Time: 1396.81 ms
[2022-04-11 12:48:13 main:574] : INFO : Epoch 1952 | loss: 0.0311707 | val_loss: 0.0311706 | Time: 1457.5 ms
[2022-04-11 12:48:14 main:574] : INFO : Epoch 1953 | loss: 0.0311696 | val_loss: 0.0311695 | Time: 1482.03 ms
[2022-04-11 12:48:16 main:574] : INFO : Epoch 1954 | loss: 0.0311687 | val_loss: 0.0311691 | Time: 1513.67 ms
[2022-04-11 12:48:17 main:574] : INFO : Epoch 1955 | loss: 0.0311678 | val_loss: 0.0311688 | Time: 1473.3 ms
[2022-04-11 12:48:19 main:574] : INFO : Epoch 1956 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 1511.99 ms
[2022-04-11 12:48:20 main:574] : INFO : Epoch 1957 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 1447.13 ms
[2022-04-11 12:48:22 main:574] : INFO : Epoch 1958 | loss: 0.0311679 | val_loss: 0.0311704 | Time: 1402.68 ms
[2022-04-11 12:48:23 main:574] : INFO : Epoch 1959 | loss: 0.0311683 | val_loss: 0.0311683 | Time: 1403.82 ms
[2022-04-11 12:48:24 main:574] : INFO : Epoch 1960 | loss: 0.0311664 | val_loss: 0.0311681 | Time: 1540.27 ms
[2022-04-11 12:48:26 main:574] : INFO : Epoch 1961 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 1509.21 ms
[2022-04-11 12:48:27 main:574] : INFO : Epoch 1962 | loss: 0.0311658 | val_loss: 0.031169 | Time: 1354.75 ms
[2022-04-11 12:48:29 main:574] : INFO : Epoch 1963 | loss: 0.0311659 | val_loss: 0.0311685 | Time: 1375.64 ms
[2022-04-11 12:48:30 main:574] : INFO : Epoch 1964 | loss: 0.0311645 | val_loss: 0.0311674 | Time: 1498.47 ms
[2022-04-11 12:48:32 main:574] : INFO : Epoch 1965 | loss: 0.0311651 | val_loss: 0.0311685 | Time: 1509.77 ms
[2022-04-11 12:48:33 main:574] : INFO : Epoch 1966 | loss: 0.0311657 | val_loss: 0.0311694 | Time: 1443.84 ms
[2022-04-11 12:48:35 main:574] : INFO : Epoch 1967 | loss: 0.031165 | val_loss: 0.031167 | Time: 1439.66 ms
[2022-04-11 12:48:36 main:574] : INFO : Epoch 1968 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 1339.44 ms
[2022-04-11 12:48:38 main:574] : INFO : Epoch 1969 | loss: 0.031166 | val_loss: 0.031168 | Time: 1521.91 ms
[2022-04-11 12:48:39 main:574] : INFO : Epoch 1970 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 1371.55 ms
[2022-04-11 12:48:40 main:574] : INFO : Epoch 1971 | loss: 0.0311663 | val_loss: 0.0311679 | Time: 1425.59 ms
[2022-04-11 12:48:42 main:574] : INFO : Epoch 1972 | loss: 0.0311646 | val_loss: 0.0311675 | Time: 1517.09 ms
[2022-04-11 12:48:43 main:574] : INFO : Epoch 1973 | loss: 0.0311628 | val_loss: 0.0311651 | Time: 1502.87 ms
[2022-04-11 12:48:45 main:574] : INFO : Epoch 1974 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 1520.13 ms
[2022-04-11 12:48:47 main:574] : INFO : Epoch 1975 | loss: 0.0311628 | val_loss: 0.031167 | Time: 1473.97 ms
[2022-04-11 12:48:48 main:574] : INFO : Epoch 1976 | loss: 0.0311631 | val_loss: 0.0311653 | Time: 1504.21 ms
[2022-04-11 12:48:49 main:574] : INFO : Epoch 1977 | loss: 0.0311632 | val_loss: 0.0311674 | Time: 1395.17 ms
[2022-04-11 12:48:51 main:574] : INFO : Epoch 1978 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 1334.38 ms
[2022-04-11 12:48:52 main:574] : INFO : Epoch 1979 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 1497.71 ms
[2022-04-11 12:48:54 main:574] : INFO : Epoch 1980 | loss: 0.0311645 | val_loss: 0.0311668 | Time: 1396.26 ms
[2022-04-11 12:48:55 main:574] : INFO : Epoch 1981 | loss: 0.031164 | val_loss: 0.0311638 | Time: 1472.74 ms
[2022-04-11 12:48:57 main:574] : INFO : Epoch 1982 | loss: 0.0311633 | val_loss: 0.0311638 | Time: 1464.52 ms
[2022-04-11 12:48:58 main:574] : INFO : Epoch 1983 | loss: 0.0311639 | val_loss: 0.0311643 | Time: 1454.67 ms
[2022-04-11 12:49:00 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311641 | Time: 1406.82 ms
[2022-04-11 12:49:01 main:574] : INFO : Epoch 1985 | loss: 0.031162 | val_loss: 0.0311633 | Time: 1539.83 ms
[2022-04-11 12:49:03 main:574] : INFO : Epoch 1986 | loss: 0.0311606 | val_loss: 0.0311624 | Time: 1357.98 ms
[2022-04-11 12:49:04 main:574] : INFO : Epoch 1987 | loss: 0.0311613 | val_loss: 0.0311707 | Time: 1379.64 ms
[2022-04-11 12:49:05 main:574] : INFO : Epoch 1988 | loss: 0.0311613 | val_loss: 0.0311627 | Time: 1484.82 ms
[2022-04-11 12:49:07 main:574] : INFO : Epoch 1989 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 1489.34 ms
[2022-04-11 12:49:08 main:574] : INFO : Epoch 1990 | loss: 0.0311707 | val_loss: 0.0311669 | Time: 1514.89 ms
[2022-04-11 12:49:10 main:574] : INFO : Epoch 1991 | loss: 0.0311662 | val_loss: 0.0311618 | Time: 1434.67 ms
[2022-04-11 12:49:11 main:574] : INFO : Epoch 1992 | loss: 0.0311623 | val_loss: 0.031161 | Time: 1446.85 ms
[2022-04-11 12:49:13 main:574] : INFO : Epoch 1993 | loss: 0.031162 | val_loss: 0.0311626 | Time: 1525.89 ms
[2022-04-11 12:49:14 main:574] : INFO : Epoch 1994 | loss: 0.0311631 | val_loss: 0.0311634 | Time: 1495.85 ms
[2022-04-11 12:49:16 main:574] : INFO : Epoch 1995 | loss: 0.0311609 | val_loss: 0.0311641 | Time: 1435.24 ms
[2022-04-11 12:49:17 main:574] : INFO : Epoch 1996 | loss: 0.0311625 | val_loss: 0.0311644 | Time: 1526.81 ms
[2022-04-11 12:49:19 main:574] : INFO : Epoch 1997 | loss: 0.0311638 | val_loss: 0.0311639 | Time: 1518.43 ms
[2022-04-11 12:49:20 main:574] : INFO : Epoch 1998 | loss: 0.0311623 | val_loss: 0.0311626 | Time: 1392.13 ms
[2022-04-11 12:49:22 main:574] : INFO : Epoch 1999 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 1445.6 ms
[2022-04-11 12:49:23 main:574] : INFO : Epoch 2000 | loss: 0.0311627 | val_loss: 0.0311635 | Time: 1512.46 ms
[2022-04-11 12:49:25 main:574] : INFO : Epoch 2001 | loss: 0.0311605 | val_loss: 0.0311619 | Time: 1545.14 ms
[2022-04-11 12:49:26 main:574] : INFO : Epoch 2002 | loss: 0.0311583 | val_loss: 0.0311621 | Time: 1477.07 ms
[2022-04-11 12:49:28 main:574] : INFO : Epoch 2003 | loss: 0.0311582 | val_loss: 0.031161 | Time: 1476.71 ms
[2022-04-11 12:49:29 main:574] : INFO : Epoch 2004 | loss: 0.0311576 | val_loss: 0.0311601 | Time: 1384.78 ms
[2022-04-11 12:49:31 main:574] : INFO : Epoch 2005 | loss: 0.0311569 | val_loss: 0.0311594 | Time: 1430.48 ms
[2022-04-11 12:49:32 main:574] : INFO : Epoch 2006 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 1500.55 ms
[2022-04-11 12:49:34 main:574] : INFO : Epoch 2007 | loss: 0.0311585 | val_loss: 0.031159 | Time: 1470.37 ms
[2022-04-11 12:49:35 main:574] : INFO : Epoch 2008 | loss: 0.0311572 | val_loss: 0.0311617 | Time: 1357.6 ms
[2022-04-11 12:49:37 main:574] : INFO : Epoch 2009 | loss: 0.0311568 | val_loss: 0.0311575 | Time: 1385.54 ms
[2022-04-11 12:49:38 main:574] : INFO : Epoch 2010 | loss: 0.0311556 | val_loss: 0.0311582 | Time: 1472.77 ms
[2022-04-11 12:49:40 main:574] : INFO : Epoch 2011 | loss: 0.0311561 | val_loss: 0.0311591 | Time: 1502.83 ms
[2022-04-11 12:49:41 main:574] : INFO : Epoch 2012 | loss: 0.0311547 | val_loss: 0.0311579 | Time: 1548.75 ms
[2022-04-11 12:49:43 main:574] : INFO : Epoch 2013 | loss: 0.0311556 | val_loss: 0.0311623 | Time: 1483.45 ms
[2022-04-11 12:49:44 main:574] : INFO : Epoch 2014 | loss: 0.0311578 | val_loss: 0.0311597 | Time: 1502.57 ms
[2022-04-11 12:49:46 main:574] : INFO : Epoch 2015 | loss: 0.0311585 | val_loss: 0.0311614 | Time: 1441.06 ms
[2022-04-11 12:49:47 main:574] : INFO : Epoch 2016 | loss: 0.0311582 | val_loss: 0.0311605 | Time: 1490.44 ms
[2022-04-11 12:49:49 main:574] : INFO : Epoch 2017 | loss: 0.0311581 | val_loss: 0.0311587 | Time: 1512.67 ms
[2022-04-11 12:49:50 main:574] : INFO : Epoch 2018 | loss: 0.0311557 | val_loss: 0.0311589 | Time: 1546.55 ms
[2022-04-11 12:49:52 main:574] : INFO : Epoch 2019 | loss: 0.0311555 | val_loss: 0.0311603 | Time: 1456.89 ms
[2022-04-11 12:49:53 main:574] : INFO : Epoch 2020 | loss: 0.031156 | val_loss: 0.0311601 | Time: 1495.45 ms
[2022-04-11 12:49:55 main:574] : INFO : Epoch 2021 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 1341.18 ms
[2022-04-11 12:49:56 main:574] : INFO : Epoch 2022 | loss: 0.0311597 | val_loss: 0.0311584 | Time: 1352.06 ms
[2022-04-11 12:49:57 main:574] : INFO : Epoch 2023 | loss: 0.0311574 | val_loss: 0.0311579 | Time: 1498.31 ms
[2022-04-11 12:49:59 main:574] : INFO : Epoch 2024 | loss: 0.0311573 | val_loss: 0.0311589 | Time: 1494.87 ms
[2022-04-11 12:50:00 main:574] : INFO : Epoch 2025 | loss: 0.0311575 | val_loss: 0.0311594 | Time: 1378.92 ms
[2022-04-11 12:50:02 main:574] : INFO : Epoch 2026 | loss: 0.0311573 | val_loss: 0.0311602 | Time: 1476.94 ms
[2022-04-11 12:50:03 main:574] : INFO : Epoch 2027 | loss: 0.0311573 | val_loss: 0.0311594 | Time: 1539.13 ms
[2022-04-11 12:50:05 main:574] : INFO : Epoch 2028 | loss: 0.0311555 | val_loss: 0.0311576 | Time: 1413.98 ms
[2022-04-11 12:50:06 main:574] : INFO : Epoch 2029 | loss: 0.0311548 | val_loss: 0.0311596 | Time: 1356.22 ms
[2022-04-11 12:50:08 main:574] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311601 | Time: 1351.29 ms
[2022-04-11 12:50:09 main:574] : INFO : Epoch 2031 | loss: 0.0311529 | val_loss: 0.0311597 | Time: 1370.77 ms
[2022-04-11 12:50:10 main:574] : INFO : Epoch 2032 | loss: 0.0311548 | val_loss: 0.0311572 | Time: 1344.93 ms
[2022-04-11 12:50:12 main:574] : INFO : Epoch 2033 | loss: 0.031155 | val_loss: 0.0311579 | Time: 1414.76 ms
[2022-04-11 12:50:13 main:574] : INFO : Epoch 2034 | loss: 0.031155 | val_loss: 0.0311579 | Time: 1483.94 ms
[2022-04-11 12:50:15 main:574] : INFO : Epoch 2035 | loss: 0.0311542 | val_loss: 0.0311556 | Time: 1369.01 ms
[2022-04-11 12:50:16 main:574] : INFO : Epoch 2036 | loss: 0.0311533 | val_loss: 0.0311622 | Time: 1487.56 ms
[2022-04-11 12:50:18 main:574] : INFO : Epoch 2037 | loss: 0.0311541 | val_loss: 0.0311586 | Time: 1483.41 ms
[2022-04-11 12:50:19 main:574] : INFO : Epoch 2038 | loss: 0.0311554 | val_loss: 0.0311564 | Time: 1428.09 ms
[2022-04-11 12:50:21 main:574] : INFO : Epoch 2039 | loss: 0.0311522 | val_loss: 0.0311583 | Time: 1488.16 ms
[2022-04-11 12:50:22 main:574] : INFO : Epoch 2040 | loss: 0.0311548 | val_loss: 0.0311547 | Time: 1361.77 ms
[2022-04-11 12:50:24 main:574] : INFO : Epoch 2041 | loss: 0.031154 | val_loss: 0.0311578 | Time: 1472.36 ms
[2022-04-11 12:50:25 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.0311573 | Time: 1566.76 ms
[2022-04-11 12:50:27 main:574] : INFO : Epoch 2043 | loss: 0.0311583 | val_loss: 0.0311558 | Time: 1478.61 ms
[2022-04-11 12:50:28 main:574] : INFO : Epoch 2044 | loss: 0.0311566 | val_loss: 0.0311571 | Time: 1438.83 ms
[2022-04-11 12:50:29 main:574] : INFO : Epoch 2045 | loss: 0.031157 | val_loss: 0.0311634 | Time: 1363.93 ms
[2022-04-11 12:50:31 main:574] : INFO : Epoch 2046 | loss: 0.031157 | val_loss: 0.0311648 | Time: 1481.43 ms
[2022-04-11 12:50:32 main:574] : INFO : Epoch 2047 | loss: 0.0311572 | val_loss: 0.0311571 | Time: 1462.84 ms
[2022-04-11 12:50:34 main:574] : INFO : Epoch 2048 | loss: 0.0311542 | val_loss: 0.0311579 | Time: 1451.85 ms
[2022-04-11 12:50:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311579
[2022-04-11 12:50:34 main:603] : INFO : Saving end state to config to file
[2022-04-11 12:50:34 main:608] : INFO : Success, exiting..
12:50:34 (3792): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)