Task 13278737
| Name | ParityModified-1647045600-19001-1-0_0 |
| Workunit | 10395311 |
| Created | 16 Mar 2022, 13:38:26 UTC |
| Sent | 22 Mar 2022, 16:26:43 UTC |
| Report deadline | 30 Mar 2022, 16:26:43 UTC |
| Received | 23 Mar 2022, 17:37:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 2 hours 9 min 1 sec |
| CPU time | 2 hours 7 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.83 GB |
| Peak swap size | 4.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0311278 | val_loss: 0.0311666 | Time: 1587.84 ms [2022-03-23 12:24:28 main:574] : INFO : Epoch 1543 | loss: 0.0311269 | val_loss: 0.0311675 | Time: 1554.35 ms [2022-03-23 12:24:29 main:574] : INFO : Epoch 1544 | loss: 0.0311263 | val_loss: 0.0311735 | Time: 1482.68 ms [2022-03-23 12:24:30 main:574] : INFO : Epoch 1545 | loss: 0.0311257 | val_loss: 0.0311754 | Time: 1190.26 ms [2022-03-23 12:24:32 main:574] : INFO : Epoch 1546 | loss: 0.0311234 | val_loss: 0.0311773 | Time: 1521.47 ms [2022-03-23 12:24:33 main:574] : INFO : Epoch 1547 | loss: 0.031134 | val_loss: 0.0311671 | Time: 1557.16 ms [2022-03-23 12:24:35 main:574] : INFO : Epoch 1548 | loss: 0.0311341 | val_loss: 0.0311688 | Time: 1528.23 ms [2022-03-23 12:24:36 main:574] : INFO : Epoch 1549 | loss: 0.031132 | val_loss: 0.0311645 | Time: 1555.52 ms [2022-03-23 12:24:38 main:574] : INFO : Epoch 1550 | loss: 0.031129 | val_loss: 0.0311681 | Time: 1571.6 ms [2022-03-23 12:24:39 main:574] : INFO : Epoch 1551 | loss: 0.0311277 | val_loss: 0.0311669 | Time: 1321.73 ms [2022-03-23 12:24:41 main:574] : INFO : Epoch 1552 | loss: 0.0311245 | val_loss: 0.0311692 | Time: 1407.36 ms [2022-03-23 12:24:42 main:574] : INFO : Epoch 1553 | loss: 0.0311233 | val_loss: 0.0311699 | Time: 1547.43 ms [2022-03-23 12:24:44 main:574] : INFO : Epoch 1554 | loss: 0.0311228 | val_loss: 0.0311709 | Time: 1551.39 ms [2022-03-23 12:24:45 main:574] : INFO : Epoch 1555 | loss: 0.0311233 | val_loss: 0.0311698 | Time: 1525.41 ms [2022-03-23 12:24:47 main:574] : INFO : Epoch 1556 | loss: 0.031125 | val_loss: 0.0311683 | Time: 1542.01 ms [2022-03-23 12:24:48 main:574] : INFO : Epoch 1557 | loss: 0.0311225 | val_loss: 0.0311674 | Time: 1516.43 ms [2022-03-23 12:24:50 main:574] : INFO : Epoch 1558 | loss: 0.0311245 | val_loss: 0.0311669 | Time: 1148.28 ms [2022-03-23 12:24:51 main:574] : INFO : Epoch 1559 | loss: 0.0311245 | val_loss: 0.0311692 | Time: 1413.64 ms [2022-03-23 12:24:53 main:574] : INFO : Epoch 1560 | loss: 0.031123 | val_loss: 0.0311679 | Time: 1534.99 ms [2022-03-23 12:24:54 main:574] : INFO : Epoch 1561 | loss: 0.0311212 | val_loss: 0.0311756 | Time: 1515.27 ms [2022-03-23 12:24:56 main:574] : INFO : Epoch 1562 | loss: 0.0311212 | val_loss: 0.0311699 | Time: 1495.05 ms [2022-03-23 12:24:57 main:574] : INFO : Epoch 1563 | loss: 0.031121 | val_loss: 0.0311757 | Time: 1515.19 ms [2022-03-23 12:24:59 main:574] : INFO : Epoch 1564 | loss: 0.0311214 | val_loss: 0.0311734 | Time: 1533.89 ms [2022-03-23 12:25:00 main:574] : INFO : Epoch 1565 | loss: 0.0311255 | val_loss: 0.0311698 | Time: 1108.88 ms [2022-03-23 12:25:01 main:574] : INFO : Epoch 1566 | loss: 0.0311298 | val_loss: 0.0311723 | Time: 1448.36 ms [2022-03-23 12:25:03 main:574] : INFO : Epoch 1567 | loss: 0.0311293 | val_loss: 0.0311676 | Time: 1542.43 ms [2022-03-23 12:25:04 main:574] : INFO : Epoch 1568 | loss: 0.0311256 | val_loss: 0.0311661 | Time: 1566.77 ms [2022-03-23 12:25:06 main:574] : INFO : Epoch 1569 | loss: 0.0311264 | val_loss: 0.0311689 | Time: 1545.21 ms [2022-03-23 12:25:07 main:574] : INFO : Epoch 1570 | loss: 0.0311243 | val_loss: 0.0311698 | Time: 1539.46 ms [2022-03-23 12:25:09 main:574] : INFO : Epoch 1571 | loss: 0.0311234 | val_loss: 0.0311745 | Time: 1512.72 ms [2022-03-23 12:25:10 main:574] : INFO : Epoch 1572 | loss: 0.0311274 | val_loss: 0.031169 | Time: 1049.66 ms [2022-03-23 12:25:12 main:574] : INFO : Epoch 1573 | loss: 0.0311261 | val_loss: 0.0311664 | Time: 1547.22 ms [2022-03-23 12:25:13 main:574] : INFO : Epoch 1574 | loss: 0.0311285 | val_loss: 0.0311705 | Time: 1525.42 ms [2022-03-23 12:25:15 main:574] : INFO : Epoch 1575 | loss: 0.0311504 | val_loss: 0.0311679 | Time: 1545.98 ms [2022-03-23 12:25:16 main:574] : INFO : Epoch 1576 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 1490.46 ms [2022-03-23 12:25:18 main:574] : INFO : Epoch 1577 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 1499.09 ms [2022-03-23 12:25:19 main:574] : INFO : Epoch 1578 | loss: 0.0311454 | val_loss: 0.0311641 | Time: 1480.7 ms [2022-03-23 12:25:20 main:574] : INFO : Epoch 1579 | loss: 0.0311431 | val_loss: 0.0311705 | Time: 1111.14 ms [2022-03-23 12:25:22 main:574] : INFO : Epoch 1580 | loss: 0.0311417 | val_loss: 0.0311641 | Time: 1548.65 ms [2022-03-23 12:25:23 main:574] : INFO : Epoch 1581 | loss: 0.0311421 | val_loss: 0.0311695 | Time: 1541.44 ms [2022-03-23 12:25:25 main:574] : INFO : Epoch 1582 | loss: 0.0311418 | val_loss: 0.03117 | Time: 1531.59 ms [2022-03-23 12:25:26 main:574] : INFO : Epoch 1583 | loss: 0.0311396 | val_loss: 0.0311642 | Time: 1524.4 ms [2022-03-23 12:25:28 main:574] : INFO : Epoch 1584 | loss: 0.0311389 | val_loss: 0.0311637 | Time: 1545.64 ms [2022-03-23 12:25:29 main:574] : INFO : Epoch 1585 | loss: 0.0311383 | val_loss: 0.0311649 | Time: 1425.49 ms [2022-03-23 12:25:31 main:574] : INFO : Epoch 1586 | loss: 0.0311365 | val_loss: 0.0311648 | Time: 1246.56 ms [2022-03-23 12:25:32 main:574] : INFO : Epoch 1587 | loss: 0.031134 | val_loss: 0.0311645 | Time: 1535.68 ms [2022-03-23 12:25:34 main:574] : INFO : Epoch 1588 | loss: 0.0311334 | val_loss: 0.0311633 | Time: 1553.55 ms [2022-03-23 12:25:35 main:574] : INFO : Epoch 1589 | loss: 0.0311318 | val_loss: 0.0311638 | Time: 1514.32 ms [2022-03-23 12:25:37 main:574] : INFO : Epoch 1590 | loss: 0.0311321 | val_loss: 0.0311693 | Time: 1543.09 ms [2022-03-23 12:25:38 main:574] : INFO : Epoch 1591 | loss: 0.0311317 | val_loss: 0.031167 | Time: 1566.71 ms [2022-03-23 12:25:40 main:574] : INFO : Epoch 1592 | loss: 0.0311317 | val_loss: 0.0311683 | Time: 1215.27 ms [2022-03-23 12:25:41 main:574] : INFO : Epoch 1593 | loss: 0.0311334 | val_loss: 0.031164 | Time: 1268.14 ms [2022-03-23 12:25:42 main:574] : INFO : Epoch 1594 | loss: 0.0311331 | val_loss: 0.031171 | Time: 1574.48 ms [2022-03-23 12:25:44 main:574] : INFO : Epoch 1595 | loss: 0.0311306 | val_loss: 0.0311708 | Time: 1561.81 ms [2022-03-23 12:25:46 main:574] : INFO : Epoch 1596 | loss: 0.0311315 | val_loss: 0.0311684 | Time: 1641.31 ms [2022-03-23 12:25:47 main:574] : INFO : Epoch 1597 | loss: 0.0311292 | val_loss: 0.0311712 | Time: 1607.41 ms [2022-03-23 12:25:49 main:574] : INFO : Epoch 1598 | loss: 0.0311286 | val_loss: 0.0311766 | Time: 1613.09 ms [2022-03-23 12:25:50 main:574] : INFO : Epoch 1599 | loss: 0.03113 | val_loss: 0.0311696 | Time: 1125.93 ms [2022-03-23 12:25:51 main:574] : INFO : Epoch 1600 | loss: 0.0311285 | val_loss: 0.0311672 | Time: 1582.1 ms [2022-03-23 12:25:53 main:574] : INFO : Epoch 1601 | loss: 0.0311294 | val_loss: 0.0311661 | Time: 1651.08 ms [2022-03-23 12:25:55 main:574] : INFO : Epoch 1602 | loss: 0.0311293 | val_loss: 0.0311685 | Time: 1737.27 ms [2022-03-23 12:25:56 main:574] : INFO : Epoch 1603 | loss: 0.0311298 | val_loss: 0.0311714 | Time: 1604.46 ms [2022-03-23 12:25:58 main:574] : INFO : Epoch 1604 | loss: 0.0311282 | val_loss: 0.0311677 | Time: 1602.96 ms [2022-03-23 12:25:59 main:574] : INFO : Epoch 1605 | loss: 0.0311269 | val_loss: 0.0311667 | Time: 1339.45 ms [2022-03-23 12:26:01 main:574] : INFO : Epoch 1606 | loss: 0.0311255 | val_loss: 0.0311666 | Time: 1290.09 ms [2022-03-23 12:26:02 main:574] : INFO : Epoch 1607 | loss: 0.0311229 | val_loss: 0.0311737 | Time: 1589.36 ms [2022-03-23 12:26:04 main:574] : INFO : Epoch 1608 | loss: 0.0311228 | val_loss: 0.0311686 | Time: 1579.52 ms [2022-03-23 12:26:06 main:574] : INFO : Epoch 1609 | loss: 0.0311229 | val_loss: 0.0311706 | Time: 1618.21 ms [2022-03-23 12:26:07 main:574] : INFO : Epoch 1610 | loss: 0.0311235 | val_loss: 0.0311657 | Time: 1542.32 ms [2022-03-23 12:26:09 main:574] : INFO : Epoch 1611 | loss: 0.0311286 | val_loss: 0.0311707 | Time: 1570.92 ms [2022-03-23 12:26:10 main:574] : INFO : Epoch 1612 | loss: 0.0311282 | val_loss: 0.0311715 | Time: 1147.53 ms [2022-03-23 12:26:11 main:574] : INFO : Epoch 1613 | loss: 0.0311253 | val_loss: 0.0311682 | Time: 1483.66 ms [2022-03-23 12:26:13 main:574] : INFO : Epoch 1614 | loss: 0.0311271 | val_loss: 0.0311695 | Time: 1553.33 ms [2022-03-23 12:26:14 main:574] : INFO : Epoch 1615 | loss: 0.0311268 | val_loss: 0.0311748 | Time: 1573.86 ms [2022-03-23 12:26:16 main:574] : INFO : Epoch 1616 | loss: 0.0311268 | val_loss: 0.0311736 | Time: 1627.67 ms [2022-03-23 12:26:18 main:574] : INFO : Epoch 1617 | loss: 0.0311245 | val_loss: 0.0311796 | Time: 1534.59 ms [2022-03-23 12:26:19 main:574] : INFO : Epoch 1618 | loss: 0.0311242 | val_loss: 0.0311733 | Time: 1494.95 ms [2022-03-23 12:26:20 main:574] : INFO : Epoch 1619 | loss: 0.0311232 | val_loss: 0.0311721 | Time: 1050.39 ms [2022-03-23 12:26:22 main:574] : INFO : Epoch 1620 | loss: 0.0311286 | val_loss: 0.0311716 | Time: 1552.06 ms [2022-03-23 12:26:23 main:574] : INFO : Epoch 1621 | loss: 0.0311318 | val_loss: 0.0311697 | Time: 1531.83 ms [2022-03-23 12:26:25 main:574] : INFO : Epoch 1622 | loss: 0.031131 | val_loss: 0.0311724 | Time: 1533.27 ms [2022-03-23 12:26:26 main:574] : INFO : Epoch 1623 | loss: 0.0311321 | val_loss: 0.0311667 | Time: 1544.59 ms [2022-03-23 12:26:28 main:574] : INFO : Epoch 1624 | loss: 0.0311311 | val_loss: 0.0311684 | Time: 1567.81 ms [2022-03-23 12:26:29 main:574] : INFO : Epoch 1625 | loss: 0.0311299 | val_loss: 0.0311681 | Time: 1411.75 ms [2022-03-23 12:26:30 main:574] : INFO : Epoch 1626 | loss: 0.0311263 | val_loss: 0.0311692 | Time: 1196.01 ms [2022-03-23 12:26:32 main:574] : INFO : Epoch 1627 | loss: 0.0311261 | val_loss: 0.0311739 | Time: 1485.73 ms [2022-03-23 12:26:34 main:574] : INFO : Epoch 1628 | loss: 0.0311257 | val_loss: 0.0311721 | Time: 1514.65 ms [2022-03-23 12:26:35 main:574] : INFO : Epoch 1629 | loss: 0.0311231 | val_loss: 0.031172 | Time: 1531.08 ms [2022-03-23 12:26:37 main:574] : INFO : Epoch 1630 | loss: 0.0311226 | val_loss: 0.0311692 | Time: 1544.58 ms [2022-03-23 12:26:38 main:574] : INFO : Epoch 1631 | loss: 0.0311222 | val_loss: 0.0311703 | Time: 1542.02 ms [2022-03-23 12:26:39 main:574] : INFO : Epoch 1632 | loss: 0.0311223 | val_loss: 0.0311728 | Time: 1324.66 ms [2022-03-23 12:26:41 main:574] : INFO : Epoch 1633 | loss: 0.0311272 | val_loss: 0.0311673 | Time: 1219.74 ms [2022-03-23 12:26:42 main:574] : INFO : Epoch 1634 | loss: 0.0311305 | val_loss: 0.0311789 | Time: 1540.97 ms [2022-03-23 12:26:44 main:574] : INFO : Epoch 1635 | loss: 0.0311278 | val_loss: 0.0311696 | Time: 1548.37 ms [2022-03-23 12:26:45 main:574] : INFO : Epoch 1636 | loss: 0.0311264 | val_loss: 0.0311664 | Time: 1496.36 ms [2022-03-23 12:26:47 main:574] : INFO : Epoch 1637 | loss: 0.0311383 | val_loss: 0.0311692 | Time: 1561.28 ms [2022-03-23 12:26:48 main:574] : INFO : Epoch 1638 | loss: 0.0311417 | val_loss: 0.0311643 | Time: 1583.48 ms [2022-03-23 12:26:50 main:574] : INFO : Epoch 1639 | loss: 0.0311411 | val_loss: 0.0311676 | Time: 1248.3 ms [2022-03-23 12:26:51 main:574] : INFO : Epoch 1640 | loss: 0.0311394 | val_loss: 0.0311646 | Time: 1422.89 ms [2022-03-23 12:26:53 main:574] : INFO : Epoch 1641 | loss: 0.0311345 | val_loss: 0.0311676 | Time: 1576.6 ms [2022-03-23 12:26:54 main:574] : INFO : Epoch 1642 | loss: 0.0311328 | val_loss: 0.0311705 | Time: 1536.61 ms [2022-03-23 12:26:56 main:574] : INFO : Epoch 1643 | loss: 0.0311306 | val_loss: 0.0311686 | Time: 1534.22 ms [2022-03-23 12:26:57 main:574] : INFO : Epoch 1644 | loss: 0.0311281 | val_loss: 0.0311658 | Time: 1545.75 ms [2022-03-23 12:26:59 main:574] : INFO : Epoch 1645 | loss: 0.0311268 | val_loss: 0.0311692 | Time: 1552.01 ms [2022-03-23 12:27:00 main:574] : INFO : Epoch 1646 | loss: 0.0311288 | val_loss: 0.0311716 | Time: 1075.89 ms [2022-03-23 12:27:01 main:574] : INFO : Epoch 1647 | loss: 0.0311316 | val_loss: 0.0311707 | Time: 1468.98 ms [2022-03-23 12:27:03 main:574] : INFO : Epoch 1648 | loss: 0.0311293 | val_loss: 0.0311692 | Time: 1516.11 ms [2022-03-23 12:27:04 main:574] : INFO : Epoch 1649 | loss: 0.0311276 | val_loss: 0.0311703 | Time: 1538.83 ms [2022-03-23 12:27:06 main:574] : INFO : Epoch 1650 | loss: 0.031127 | val_loss: 0.03117 | Time: 1565.16 ms [2022-03-23 12:27:08 main:574] : INFO : Epoch 1651 | loss: 0.0311256 | val_loss: 0.0311763 | Time: 1543.03 ms [2022-03-23 12:27:09 main:574] : INFO : Epoch 1652 | loss: 0.0311237 | val_loss: 0.0311717 | Time: 1498.88 ms [2022-03-23 12:27:10 main:574] : INFO : Epoch 1653 | loss: 0.0311213 | val_loss: 0.0311732 | Time: 1003.79 ms [2022-03-23 12:27:12 main:574] : INFO : Epoch 1654 | loss: 0.0311219 | val_loss: 0.0311734 | Time: 1598.35 ms [2022-03-23 12:27:13 main:574] : INFO : Epoch 1655 | loss: 0.0311254 | val_loss: 0.031174 | Time: 1749.63 ms [2022-03-23 12:27:15 main:574] : INFO : Epoch 1656 | loss: 0.031125 | val_loss: 0.0311697 | Time: 1770.42 ms [2022-03-23 12:27:17 main:574] : INFO : Epoch 1657 | loss: 0.0311235 | val_loss: 0.0311735 | Time: 1625.66 ms [2022-03-23 12:27:19 main:574] : INFO : Epoch 1658 | loss: 0.0311221 | val_loss: 0.0311718 | Time: 1694.34 ms [2022-03-23 12:27:20 main:574] : INFO : Epoch 1659 | loss: 0.0311203 | val_loss: 0.0311756 | Time: 1267.91 ms [2022-03-23 12:27:21 main:574] : INFO : Epoch 1660 | loss: 0.0311189 | val_loss: 0.0311776 | Time: 1523.53 ms [2022-03-23 12:27:23 main:574] : INFO : Epoch 1661 | loss: 0.0311181 | val_loss: 0.0311762 | Time: 1626.57 ms [2022-03-23 12:27:24 main:574] : INFO : Epoch 1662 | loss: 0.0311186 | val_loss: 0.0311718 | Time: 1521.74 ms [2022-03-23 12:27:26 main:574] : INFO : Epoch 1663 | loss: 0.0311193 | val_loss: 0.0311713 | Time: 1568.54 ms [2022-03-23 12:27:28 main:574] : INFO : Epoch 1664 | loss: 0.031118 | val_loss: 0.0311806 | Time: 1538.86 ms [2022-03-23 12:27:29 main:574] : INFO : Epoch 1665 | loss: 0.0311253 | val_loss: 0.0311742 | Time: 1553.49 ms [2022-03-23 12:27:30 main:574] : INFO : Epoch 1666 | loss: 0.0311228 | val_loss: 0.0311844 | Time: 1078 ms [2022-03-23 12:27:32 main:574] : INFO : Epoch 1667 | loss: 0.0311306 | val_loss: 0.0311756 | Time: 1568.54 ms [2022-03-23 12:27:33 main:574] : INFO : Epoch 1668 | loss: 0.0311247 | val_loss: 0.0311782 | Time: 1575.59 ms [2022-03-23 12:27:35 main:574] : INFO : Epoch 1669 | loss: 0.031123 | val_loss: 0.0311812 | Time: 1615.52 ms [2022-03-23 12:27:37 main:574] : INFO : Epoch 1670 | loss: 0.0311224 | val_loss: 0.0311869 | Time: 1723.33 ms [2022-03-23 12:27:38 main:574] : INFO : Epoch 1671 | loss: 0.031122 | val_loss: 0.0311775 | Time: 1537.23 ms [2022-03-23 12:27:40 main:574] : INFO : Epoch 1672 | loss: 0.0311213 | val_loss: 0.0311794 | Time: 1300.18 ms [2022-03-23 12:27:41 main:574] : INFO : Epoch 1673 | loss: 0.0311192 | val_loss: 0.0311708 | Time: 1206.08 ms [2022-03-23 12:27:42 main:574] : INFO : Epoch 1674 | loss: 0.0311187 | val_loss: 0.0311734 | Time: 1497.97 ms [2022-03-23 12:27:44 main:574] : INFO : Epoch 1675 | loss: 0.0311313 | val_loss: 0.031189 | Time: 1504.68 ms [2022-03-23 12:27:45 main:574] : INFO : Epoch 1676 | loss: 0.0322109 | val_loss: 0.0318408 | Time: 1555.73 ms [2022-03-23 12:27:47 main:574] : INFO : Epoch 1677 | loss: 0.0336167 | val_loss: 0.033135 | Time: 1525.11 ms [2022-03-23 12:27:48 main:574] : INFO : Epoch 1678 | loss: 0.0349059 | val_loss: 0.0318902 | Time: 1517.55 ms [2022-03-23 12:27:50 main:574] : INFO : Epoch 1679 | loss: 0.0316219 | val_loss: 0.0313857 | Time: 1279.61 ms [2022-03-23 12:27:51 main:574] : INFO : Epoch 1680 | loss: 0.0313042 | val_loss: 0.0312673 | Time: 1306.62 ms [2022-03-23 12:27:53 main:574] : INFO : Epoch 1681 | loss: 0.0312544 | val_loss: 0.031245 | Time: 1530.02 ms [2022-03-23 12:27:54 main:574] : INFO : Epoch 1682 | loss: 0.0312442 | val_loss: 0.0312418 | Time: 1519.68 ms [2022-03-23 12:27:56 main:574] : INFO : Epoch 1683 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1569.03 ms [2022-03-23 12:27:57 main:574] : INFO : Epoch 1684 | loss: 0.0312385 | val_loss: 0.0312374 | Time: 1538.01 ms [2022-03-23 12:27:59 main:574] : INFO : Epoch 1685 | loss: 0.0312362 | val_loss: 0.0312353 | Time: 1526.21 ms [2022-03-23 12:28:00 main:574] : INFO : Epoch 1686 | loss: 0.0312335 | val_loss: 0.0312312 | Time: 1174.37 ms [2022-03-23 12:28:01 main:574] : INFO : Epoch 1687 | loss: 0.0312309 | val_loss: 0.0312313 | Time: 1381.39 ms [2022-03-23 12:28:03 main:574] : INFO : Epoch 1688 | loss: 0.0312282 | val_loss: 0.0312256 | Time: 1556.58 ms [2022-03-23 12:28:04 main:574] : INFO : Epoch 1689 | loss: 0.0312255 | val_loss: 0.0312275 | Time: 1629.98 ms [2022-03-23 12:28:06 main:574] : INFO : Epoch 1690 | loss: 0.0312237 | val_loss: 0.0312237 | Time: 1538.27 ms [2022-03-23 12:28:07 main:574] : INFO : Epoch 1691 | loss: 0.0312213 | val_loss: 0.031221 | Time: 1528.23 ms [2022-03-23 12:28:09 main:574] : INFO : Epoch 1692 | loss: 0.0312198 | val_loss: 0.0312205 | Time: 1532.19 ms [2022-03-23 12:28:10 main:574] : INFO : Epoch 1693 | loss: 0.0312187 | val_loss: 0.0312229 | Time: 1073.92 ms [2022-03-23 12:28:12 main:574] : INFO : Epoch 1694 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1482.91 ms [2022-03-23 12:28:13 main:574] : INFO : Epoch 1695 | loss: 0.0312177 | val_loss: 0.0312175 | Time: 1539.07 ms [2022-03-23 12:28:15 main:574] : INFO : Epoch 1696 | loss: 0.0312158 | val_loss: 0.0312151 | Time: 1584.33 ms [2022-03-23 12:28:16 main:574] : INFO : Epoch 1697 | loss: 0.0312155 | val_loss: 0.031219 | Time: 1612.25 ms [2022-03-23 12:28:18 main:574] : INFO : Epoch 1698 | loss: 0.0312164 | val_loss: 0.0312152 | Time: 1601.26 ms [2022-03-23 12:28:19 main:574] : INFO : Epoch 1699 | loss: 0.0312155 | val_loss: 0.0312126 | Time: 1470.29 ms [2022-03-23 12:28:21 main:574] : INFO : Epoch 1700 | loss: 0.0312151 | val_loss: 0.0312135 | Time: 1156.44 ms [2022-03-23 12:28:22 main:574] : INFO : Epoch 1701 | loss: 0.0312141 | val_loss: 0.0312112 | Time: 1578.28 ms [2022-03-23 12:28:24 main:574] : INFO : Epoch 1702 | loss: 0.0312133 | val_loss: 0.0312105 | Time: 1549.7 ms [2022-03-23 12:28:25 main:574] : INFO : Epoch 1703 | loss: 0.031214 | val_loss: 0.0312098 | Time: 1559.67 ms [2022-03-23 12:28:27 main:574] : INFO : Epoch 1704 | loss: 0.0312162 | val_loss: 0.0312198 | Time: 1630.99 ms [2022-03-23 12:28:29 main:574] : INFO : Epoch 1705 | loss: 0.0312153 | val_loss: 0.0312141 | Time: 1603.06 ms [2022-03-23 12:28:30 main:574] : INFO : Epoch 1706 | loss: 0.0312127 | val_loss: 0.0312091 | Time: 1276.76 ms [2022-03-23 12:28:31 main:574] : INFO : Epoch 1707 | loss: 0.0312127 | val_loss: 0.0312094 | Time: 1340.72 ms [2022-03-23 12:28:33 main:574] : INFO : Epoch 1708 | loss: 0.0312141 | val_loss: 0.0312178 | Time: 1547.67 ms [2022-03-23 12:28:34 main:574] : INFO : Epoch 1709 | loss: 0.0312164 | val_loss: 0.0312122 | Time: 1585.55 ms [2022-03-23 12:28:36 main:574] : INFO : Epoch 1710 | loss: 0.0312135 | val_loss: 0.0312093 | Time: 1592.88 ms [2022-03-23 12:28:37 main:574] : INFO : Epoch 1711 | loss: 0.0312127 | val_loss: 0.0312116 | Time: 1577.69 ms [2022-03-23 12:28:39 main:574] : INFO : Epoch 1712 | loss: 0.0312118 | val_loss: 0.0312085 | Time: 1606.4 ms [2022-03-23 12:28:40 main:574] : INFO : Epoch 1713 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 1046.12 ms [2022-03-23 12:28:42 main:574] : INFO : Epoch 1714 | loss: 0.0312119 | val_loss: 0.0312064 | Time: 1441.44 ms [2022-03-23 12:28:43 main:574] : INFO : Epoch 1715 | loss: 0.0312102 | val_loss: 0.0312067 | Time: 1533.51 ms [2022-03-23 12:28:45 main:574] : INFO : Epoch 1716 | loss: 0.0312101 | val_loss: 0.0312077 | Time: 1542.53 ms [2022-03-23 12:28:46 main:574] : INFO : Epoch 1717 | loss: 0.0312101 | val_loss: 0.0312077 | Time: 1618.35 ms [2022-03-23 12:28:48 main:574] : INFO : Epoch 1718 | loss: 0.0312098 | val_loss: 0.0312085 | Time: 1539.46 ms [2022-03-23 12:28:49 main:574] : INFO : Epoch 1719 | loss: 0.0312106 | val_loss: 0.0312071 | Time: 1509.29 ms [2022-03-23 12:28:50 main:574] : INFO : Epoch 1720 | loss: 0.0312087 | val_loss: 0.0312055 | Time: 1097.47 ms [2022-03-23 12:28:52 main:574] : INFO : Epoch 1721 | loss: 0.0312083 | val_loss: 0.0312049 | Time: 1523.7 ms [2022-03-23 12:28:53 main:574] : INFO : Epoch 1722 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 1542.39 ms [2022-03-23 12:28:55 main:574] : INFO : Epoch 1723 | loss: 0.0312095 | val_loss: 0.0312075 | Time: 1568.85 ms [2022-03-23 12:28:57 main:574] : INFO : Epoch 1724 | loss: 0.0312103 | val_loss: 0.0312088 | Time: 1561.24 ms [2022-03-23 12:28:58 main:574] : INFO : Epoch 1725 | loss: 0.0312086 | val_loss: 0.0312068 | Time: 1529.96 ms [2022-03-23 12:29:00 main:574] : INFO : Epoch 1726 | loss: 0.031209 | val_loss: 0.0312089 | Time: 1428.57 ms [2022-03-23 12:29:01 main:574] : INFO : Epoch 1727 | loss: 0.0312129 | val_loss: 0.0312047 | Time: 1249.63 ms [2022-03-23 12:29:02 main:574] : INFO : Epoch 1728 | loss: 0.0312076 | val_loss: 0.0312062 | Time: 1571.2 ms [2022-03-23 12:29:04 main:574] : INFO : Epoch 1729 | loss: 0.0312076 | val_loss: 0.0312057 | Time: 1524.12 ms [2022-03-23 12:29:05 main:574] : INFO : Epoch 1730 | loss: 0.0312085 | val_loss: 0.031208 | Time: 1570.04 ms [2022-03-23 12:29:07 main:574] : INFO : Epoch 1731 | loss: 0.0312077 | val_loss: 0.0312041 | Time: 1552.85 ms [2022-03-23 12:29:09 main:574] : INFO : Epoch 1732 | loss: 0.0312092 | val_loss: 0.0312056 | Time: 1502.19 ms [2022-03-23 12:29:10 main:574] : INFO : Epoch 1733 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1245.14 ms [2022-03-23 12:29:11 main:574] : INFO : Epoch 1734 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 1276.15 ms [2022-03-23 12:29:13 main:574] : INFO : Epoch 1735 | loss: 0.0312097 | val_loss: 0.0312044 | Time: 1545.6 ms [2022-03-23 12:29:14 main:574] : INFO : Epoch 1736 | loss: 0.0312068 | val_loss: 0.031204 | Time: 1557.65 ms [2022-03-23 12:29:16 main:574] : INFO : Epoch 1737 | loss: 0.0312068 | val_loss: 0.0312061 | Time: 1513.07 ms [2022-03-23 12:29:17 main:574] : INFO : Epoch 1738 | loss: 0.031206 | val_loss: 0.0312038 | Time: 1538.15 ms [2022-03-23 12:29:19 main:574] : INFO : Epoch 1739 | loss: 0.0312067 | val_loss: 0.0312051 | Time: 1526.75 ms [2022-03-23 12:29:20 main:574] : INFO : Epoch 1740 | loss: 0.0312072 | val_loss: 0.0312048 | Time: 1190.04 ms [2022-03-23 12:29:21 main:574] : INFO : Epoch 1741 | loss: 0.0312071 | val_loss: 0.0312038 | Time: 1391.06 ms [2022-03-23 12:29:23 main:574] : INFO : Epoch 1742 | loss: 0.0312055 | val_loss: 0.0312028 | Time: 1511.63 ms [2022-03-23 12:29:24 main:574] : INFO : Epoch 1743 | loss: 0.0312057 | val_loss: 0.0312067 | Time: 1495.49 ms [2022-03-23 12:29:26 main:574] : INFO : Epoch 1744 | loss: 0.0312064 | val_loss: 0.0312059 | Time: 1513.3 ms [2022-03-23 12:29:27 main:574] : INFO : Epoch 1745 | loss: 0.0312096 | val_loss: 0.031207 | Time: 1514.13 ms [2022-03-23 12:29:29 main:574] : INFO : Epoch 1746 | loss: 0.031206 | val_loss: 0.0312034 | Time: 1518.93 ms [2022-03-23 12:29:30 main:574] : INFO : Epoch 1747 | loss: 0.0312054 | val_loss: 0.0312072 | Time: 1132.39 ms [2022-03-23 12:29:31 main:574] : INFO : Epoch 1748 | loss: 0.0312061 | val_loss: 0.0312051 | Time: 1413.79 ms [2022-03-23 12:29:33 main:574] : INFO : Epoch 1749 | loss: 0.0312065 | val_loss: 0.0312047 | Time: 1518.55 ms [2022-03-23 12:29:35 main:574] : INFO : Epoch 1750 | loss: 0.0312074 | val_loss: 0.0312047 | Time: 1544.83 ms [2022-03-23 12:29:36 main:574] : INFO : Epoch 1751 | loss: 0.031206 | val_loss: 0.0312048 | Time: 1525.21 ms [2022-03-23 12:29:38 main:574] : INFO : Epoch 1752 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 1515.58 ms [2022-03-23 12:29:39 main:574] : INFO : Epoch 1753 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 1533.11 ms [2022-03-23 12:29:40 main:574] : INFO : Epoch 1754 | loss: 0.031213 | val_loss: 0.0312091 | Time: 1110.46 ms [2022-03-23 12:29:42 main:574] : INFO : Epoch 1755 | loss: 0.0312139 | val_loss: 0.0312048 | Time: 1460.05 ms [2022-03-23 12:29:43 main:574] : INFO : Epoch 1756 | loss: 0.0312093 | val_loss: 0.0312041 | Time: 1539.39 ms [2022-03-23 12:29:45 main:574] : INFO : Epoch 1757 | loss: 0.0312099 | val_loss: 0.0312082 | Time: 1532.7 ms [2022-03-23 12:29:46 main:574] : INFO : Epoch 1758 | loss: 0.0312077 | val_loss: 0.0312052 | Time: 1520.65 ms [2022-03-23 12:29:48 main:574] : INFO : Epoch 1759 | loss: 0.0312086 | val_loss: 0.0312103 | Time: 1528.7 ms [2022-03-23 12:29:49 main:574] : INFO : Epoch 1760 | loss: 0.031208 | val_loss: 0.0312043 | Time: 1512 ms [2022-03-23 12:29:50 main:574] : INFO : Epoch 1761 | loss: 0.0312066 | val_loss: 0.0312044 | Time: 1011.45 ms [2022-03-23 12:29:52 main:574] : INFO : Epoch 1762 | loss: 0.0312064 | val_loss: 0.031204 | Time: 1539.7 ms [2022-03-23 12:29:53 main:574] : INFO : Epoch 1763 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 1562.86 ms [2022-03-23 12:29:55 main:574] : INFO : Epoch 1764 | loss: 0.0312074 | val_loss: 0.0312052 | Time: 1497.81 ms [2022-03-23 12:29:57 main:574] : INFO : Epoch 1765 | loss: 0.0312081 | val_loss: 0.031205 | Time: 1553.99 ms [2022-03-23 12:29:58 main:574] : INFO : Epoch 1766 | loss: 0.0312072 | val_loss: 0.0312038 | Time: 1505.37 ms [2022-03-23 12:29:59 main:574] : INFO : Epoch 1767 | loss: 0.0312073 | val_loss: 0.0312102 | Time: 1452.93 ms [2022-03-23 12:30:01 main:574] : INFO : Epoch 1768 | loss: 0.0312102 | val_loss: 0.0312038 | Time: 1133.33 ms [2022-03-23 12:30:02 main:574] : INFO : Epoch 1769 | loss: 0.0312063 | val_loss: 0.031205 | Time: 1539.18 ms [2022-03-23 12:30:04 main:574] : INFO : Epoch 1770 | loss: 0.0312065 | val_loss: 0.0312064 | Time: 1597.03 ms [2022-03-23 12:30:05 main:574] : INFO : Epoch 1771 | loss: 0.0312081 | val_loss: 0.0312042 | Time: 1544.11 ms [2022-03-23 12:30:07 main:574] : INFO : Epoch 1772 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 1563.07 ms [2022-03-23 12:30:08 main:574] : INFO : Epoch 1773 | loss: 0.031208 | val_loss: 0.0312057 | Time: 1545.1 ms [2022-03-23 12:30:10 main:574] : INFO : Epoch 1774 | loss: 0.0312068 | val_loss: 0.0312031 | Time: 1340.71 ms [2022-03-23 12:30:11 main:574] : INFO : Epoch 1775 | loss: 0.0312068 | val_loss: 0.0312027 | Time: 1212.03 ms [2022-03-23 12:30:12 main:574] : INFO : Epoch 1776 | loss: 0.0312149 | val_loss: 0.0312324 | Time: 1508.95 ms [2022-03-23 12:30:14 main:574] : INFO : Epoch 1777 | loss: 0.0312156 | val_loss: 0.0312093 | Time: 1546.84 ms [2022-03-23 12:30:16 main:574] : INFO : Epoch 1778 | loss: 0.0312088 | val_loss: 0.0312065 | Time: 1541.68 ms [2022-03-23 12:30:17 main:574] : INFO : Epoch 1779 | loss: 0.0312074 | val_loss: 0.0312033 | Time: 1507.9 ms [2022-03-23 12:30:19 main:574] : INFO : Epoch 1780 | loss: 0.0312093 | val_loss: 0.0312096 | Time: 1554.02 ms [2022-03-23 12:30:20 main:574] : INFO : Epoch 1781 | loss: 0.0312066 | val_loss: 0.0312021 | Time: 1237.14 ms [2022-03-23 12:30:21 main:574] : INFO : Epoch 1782 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 1234.26 ms [2022-03-23 12:30:23 main:574] : INFO : Epoch 1783 | loss: 0.0312077 | val_loss: 0.0312069 | Time: 1517.76 ms [2022-03-23 12:30:24 main:574] : INFO : Epoch 1784 | loss: 0.0312062 | val_loss: 0.0312036 | Time: 1561.35 ms [2022-03-23 12:30:26 main:574] : INFO : Epoch 1785 | loss: 0.031206 | val_loss: 0.0312021 | Time: 1600.12 ms [2022-03-23 12:30:28 main:574] : INFO : Epoch 1786 | loss: 0.0312076 | val_loss: 0.0312232 | Time: 1735.2 ms [2022-03-23 12:30:29 main:574] : INFO : Epoch 1787 | loss: 0.0312102 | val_loss: 0.0312034 | Time: 1737.68 ms [2022-03-23 12:30:31 main:574] : INFO : Epoch 1788 | loss: 0.0312045 | val_loss: 0.031203 | Time: 1218.5 ms [2022-03-23 12:30:32 main:574] : INFO : Epoch 1789 | loss: 0.0312035 | val_loss: 0.0312018 | Time: 1635.24 ms [2022-03-23 12:30:34 main:574] : INFO : Epoch 1790 | loss: 0.0312039 | val_loss: 0.0312065 | Time: 1686.21 ms [2022-03-23 12:30:36 main:574] : INFO : Epoch 1791 | loss: 0.0312055 | val_loss: 0.0312044 | Time: 1679.17 ms [2022-03-23 12:30:37 main:574] : INFO : Epoch 1792 | loss: 0.0312049 | val_loss: 0.0312029 | Time: 1713.93 ms [2022-03-23 12:30:39 main:574] : INFO : Epoch 1793 | loss: 0.031205 | val_loss: 0.0312012 | Time: 1641.78 ms [2022-03-23 12:30:40 main:574] : INFO : Epoch 1794 | loss: 0.0312071 | val_loss: 0.0312134 | Time: 1255.99 ms [2022-03-23 12:30:42 main:574] : INFO : Epoch 1795 | loss: 0.0312087 | val_loss: 0.031205 | Time: 1360.72 ms [2022-03-23 12:30:43 main:574] : INFO : Epoch 1796 | loss: 0.0312069 | val_loss: 0.0312056 | Time: 1527.26 ms [2022-03-23 12:30:45 main:574] : INFO : Epoch 1797 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 1532.88 ms [2022-03-23 12:30:46 main:574] : INFO : Epoch 1798 | loss: 0.0312065 | val_loss: 0.0312016 | Time: 1517.13 ms [2022-03-23 12:30:48 main:574] : INFO : Epoch 1799 | loss: 0.0312063 | val_loss: 0.031201 | Time: 1517.87 ms [2022-03-23 12:30:49 main:574] : INFO : Epoch 1800 | loss: 0.0312025 | val_loss: 0.0312002 | Time: 1603.05 ms [2022-03-23 12:30:50 main:574] : INFO : Epoch 1801 | loss: 0.0312061 | val_loss: 0.0312098 | Time: 1119.37 ms [2022-03-23 12:30:52 main:574] : INFO : Epoch 1802 | loss: 0.0312048 | val_loss: 0.031203 | Time: 1469.71 ms [2022-03-23 12:30:53 main:574] : INFO : Epoch 1803 | loss: 0.0312043 | val_loss: 0.0311988 | Time: 1552.24 ms [2022-03-23 12:30:55 main:574] : INFO : Epoch 1804 | loss: 0.0312051 | val_loss: 0.0312007 | Time: 1613.46 ms [2022-03-23 12:30:57 main:574] : INFO : Epoch 1805 | loss: 0.0312062 | val_loss: 0.0312023 | Time: 1707.48 ms [2022-03-23 12:30:58 main:574] : INFO : Epoch 1806 | loss: 0.0312047 | val_loss: 0.0312003 | Time: 1638.03 ms [2022-03-23 12:31:00 main:574] : INFO : Epoch 1807 | loss: 0.0312035 | val_loss: 0.0312013 | Time: 1526.04 ms [2022-03-23 12:31:01 main:574] : INFO : Epoch 1808 | loss: 0.0312041 | val_loss: 0.0311976 | Time: 1371.22 ms [2022-03-23 12:31:03 main:574] : INFO : Epoch 1809 | loss: 0.031203 | val_loss: 0.0312025 | Time: 1572.55 ms [2022-03-23 12:31:04 main:574] : INFO : Epoch 1810 | loss: 0.0312056 | val_loss: 0.0311977 | Time: 1578.92 ms [2022-03-23 12:31:06 main:574] : INFO : Epoch 1811 | loss: 0.0312035 | val_loss: 0.0311974 | Time: 1520.02 ms [2022-03-23 12:31:07 main:574] : INFO : Epoch 1812 | loss: 0.0312043 | val_loss: 0.0312017 | Time: 1534.68 ms [2022-03-23 12:31:09 main:574] : INFO : Epoch 1813 | loss: 0.0312053 | val_loss: 0.0312027 | Time: 1574.12 ms [2022-03-23 12:31:10 main:574] : INFO : Epoch 1814 | loss: 0.031205 | val_loss: 0.031202 | Time: 1219.61 ms [2022-03-23 12:31:12 main:574] : INFO : Epoch 1815 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 1458.02 ms [2022-03-23 12:31:13 main:574] : INFO : Epoch 1816 | loss: 0.0312148 | val_loss: 0.0312031 | Time: 1541.51 ms [2022-03-23 12:31:15 main:574] : INFO : Epoch 1817 | loss: 0.0312111 | val_loss: 0.0312058 | Time: 1519.68 ms [2022-03-23 12:31:16 main:574] : INFO : Epoch 1818 | loss: 0.0312047 | val_loss: 0.0312009 | Time: 1566.04 ms [2022-03-23 12:31:18 main:574] : INFO : Epoch 1819 | loss: 0.0312047 | val_loss: 0.0312005 | Time: 1686.01 ms [2022-03-23 12:31:20 main:574] : INFO : Epoch 1820 | loss: 0.0312043 | val_loss: 0.0311996 | Time: 1523.03 ms [2022-03-23 12:31:21 main:574] : INFO : Epoch 1821 | loss: 0.0312067 | val_loss: 0.0312047 | Time: 1142 ms [2022-03-23 12:31:22 main:574] : INFO : Epoch 1822 | loss: 0.0312073 | val_loss: 0.0312015 | Time: 1549.91 ms [2022-03-23 12:31:24 main:574] : INFO : Epoch 1823 | loss: 0.0312074 | val_loss: 0.0312105 | Time: 1523.4 ms [2022-03-23 12:31:25 main:574] : INFO : Epoch 1824 | loss: 0.031206 | val_loss: 0.0312021 | Time: 1539.76 ms [2022-03-23 12:31:27 main:574] : INFO : Epoch 1825 | loss: 0.0312053 | val_loss: 0.0312054 | Time: 1548.87 ms [2022-03-23 12:31:28 main:574] : INFO : Epoch 1826 | loss: 0.0312073 | val_loss: 0.0312052 | Time: 1565.44 ms [2022-03-23 12:31:30 main:574] : INFO : Epoch 1827 | loss: 0.031205 | val_loss: 0.0312035 | Time: 1408.13 ms [2022-03-23 12:31:31 main:574] : INFO : Epoch 1828 | loss: 0.0312046 | val_loss: 0.0312091 | Time: 1216.25 ms [2022-03-23 12:31:33 main:574] : INFO : Epoch 1829 | loss: 0.0312073 | val_loss: 0.031201 | Time: 1565.79 ms [2022-03-23 12:31:34 main:574] : INFO : Epoch 1830 | loss: 0.0312042 | val_loss: 0.0312003 | Time: 1575.94 ms [2022-03-23 12:31:36 main:574] : INFO : Epoch 1831 | loss: 0.0312067 | val_loss: 0.0312086 | Time: 1543.43 ms [2022-03-23 12:31:37 main:574] : INFO : Epoch 1832 | loss: 0.0312071 | val_loss: 0.0311994 | Time: 1519.24 ms [2022-03-23 12:31:39 main:574] : INFO : Epoch 1833 | loss: 0.031206 | val_loss: 0.0312004 | Time: 1518.19 ms [2022-03-23 12:31:40 main:574] : INFO : Epoch 1834 | loss: 0.0312061 | val_loss: 0.0311994 | Time: 1267.52 ms [2022-03-23 12:31:41 main:574] : INFO : Epoch 1835 | loss: 0.0312064 | val_loss: 0.0312039 | Time: 1271.03 ms [2022-03-23 12:31:43 main:574] : INFO : Epoch 1836 | loss: 0.0312066 | val_loss: 0.0312107 | Time: 1594.95 ms [2022-03-23 12:31:44 main:574] : INFO : Epoch 1837 | loss: 0.0312072 | val_loss: 0.0312031 | Time: 1553.21 ms [2022-03-23 12:31:46 main:574] : INFO : Epoch 1838 | loss: 0.0312081 | val_loss: 0.0311998 | Time: 1614.09 ms [2022-03-23 12:31:48 main:574] : INFO : Epoch 1839 | loss: 0.0312037 | val_loss: 0.0312037 | Time: 1700.96 ms [2022-03-23 12:31:49 main:574] : INFO : Epoch 1840 | loss: 0.0312057 | val_loss: 0.0312029 | Time: 1568.62 ms [2022-03-23 12:31:50 main:574] : INFO : Epoch 1841 | loss: 0.0312104 | val_loss: 0.0312141 | Time: 1058.19 ms [2022-03-23 12:31:52 main:574] : INFO : Epoch 1842 | loss: 0.0312317 | val_loss: 0.0312307 | Time: 1523.85 ms [2022-03-23 12:31:54 main:574] : INFO : Epoch 1843 | loss: 0.0312345 | val_loss: 0.0312318 | Time: 1598.58 ms [2022-03-23 12:31:55 main:574] : INFO : Epoch 1844 | loss: 0.0312358 | val_loss: 0.0312332 | Time: 1576.75 ms [2022-03-23 12:31:57 main:574] : INFO : Epoch 1845 | loss: 0.0312366 | val_loss: 0.0312306 | Time: 1546.99 ms [2022-03-23 12:31:58 main:574] : INFO : Epoch 1846 | loss: 0.0312354 | val_loss: 0.0312309 | Time: 1546.76 ms [2022-03-23 12:32:00 main:574] : INFO : Epoch 1847 | loss: 0.0312355 | val_loss: 0.0312304 | Time: 1499.27 ms [2022-03-23 12:32:01 main:574] : INFO : Epoch 1848 | loss: 0.0312351 | val_loss: 0.0312337 | Time: 1131.66 ms [2022-03-23 12:32:02 main:574] : INFO : Epoch 1849 | loss: 0.031236 | val_loss: 0.0312315 | Time: 1568.97 ms [2022-03-23 12:32:04 main:574] : INFO : Epoch 1850 | loss: 0.0312351 | val_loss: 0.03123 | Time: 1588.75 ms [2022-03-23 12:32:06 main:574] : INFO : Epoch 1851 | loss: 0.031234 | val_loss: 0.0312297 | Time: 1574.28 ms [2022-03-23 12:32:07 main:574] : INFO : Epoch 1852 | loss: 0.031234 | val_loss: 0.0312304 | Time: 1583.14 ms [2022-03-23 12:32:09 main:574] : INFO : Epoch 1853 | loss: 0.031234 | val_loss: 0.0312292 | Time: 1586 ms [2022-03-23 12:32:10 main:574] : INFO : Epoch 1854 | loss: 0.0312338 | val_loss: 0.031229 | Time: 1343.75 ms [2022-03-23 12:32:11 main:574] : INFO : Epoch 1855 | loss: 0.0312337 | val_loss: 0.031229 | Time: 1336.98 ms [2022-03-23 12:32:13 main:574] : INFO : Epoch 1856 | loss: 0.0312334 | val_loss: 0.0312287 | Time: 1652.62 ms [2022-03-23 12:32:15 main:574] : INFO : Epoch 1857 | loss: 0.031234 | val_loss: 0.0312306 | Time: 1565.92 ms [2022-03-23 12:32:16 main:574] : INFO : Epoch 1858 | loss: 0.0312339 | val_loss: 0.0312323 | Time: 1513.93 ms [2022-03-23 12:32:18 main:574] : INFO : Epoch 1859 | loss: 0.0312341 | val_loss: 0.0312293 | Time: 1539.32 ms [2022-03-23 12:32:19 main:574] : INFO : Epoch 1860 | loss: 0.0312328 | val_loss: 0.031231 | Time: 1501.09 ms [2022-03-23 12:32:20 main:574] : INFO : Epoch 1861 | loss: 0.0312341 | val_loss: 0.0312305 | Time: 1156.2 ms [2022-03-23 12:32:22 main:574] : INFO : Epoch 1862 | loss: 0.0312326 | val_loss: 0.0312283 | Time: 1379.64 ms [2022-03-23 12:32:23 main:574] : INFO : Epoch 1863 | loss: 0.0312325 | val_loss: 0.0312281 | Time: 1544.24 ms [2022-03-23 12:32:25 main:574] : INFO : Epoch 1864 | loss: 0.0312321 | val_loss: 0.031227 | Time: 1530.04 ms [2022-03-23 12:32:26 main:574] : INFO : Epoch 1865 | loss: 0.0312319 | val_loss: 0.0312283 | Time: 1522.56 ms [2022-03-23 12:32:28 main:574] : INFO : Epoch 1866 | loss: 0.0312323 | val_loss: 0.0312287 | Time: 1613.58 ms [2022-03-23 12:32:30 main:574] : INFO : Epoch 1867 | loss: 0.0312315 | val_loss: 0.0312263 | Time: 1619.8 ms [2022-03-23 12:32:31 main:574] : INFO : Epoch 1868 | loss: 0.0312309 | val_loss: 0.0312268 | Time: 1023.36 ms [2022-03-23 12:32:32 main:574] : INFO : Epoch 1869 | loss: 0.0312306 | val_loss: 0.0312256 | Time: 1588.26 ms [2022-03-23 12:32:34 main:574] : INFO : Epoch 1870 | loss: 0.0312307 | val_loss: 0.0312256 | Time: 1567.57 ms [2022-03-23 12:32:35 main:574] : INFO : Epoch 1871 | loss: 0.0312309 | val_loss: 0.0312268 | Time: 1581.83 ms [2022-03-23 12:32:37 main:574] : INFO : Epoch 1872 | loss: 0.0312309 | val_loss: 0.031225 | Time: 1539.37 ms [2022-03-23 12:32:39 main:574] : INFO : Epoch 1873 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 1731.94 ms [2022-03-23 12:32:40 main:574] : INFO : Epoch 1874 | loss: 0.0312314 | val_loss: 0.0312241 | Time: 1351.63 ms [2022-03-23 12:32:41 main:574] : INFO : Epoch 1875 | loss: 0.0312294 | val_loss: 0.0312236 | Time: 1206.14 ms [2022-03-23 12:32:43 main:574] : INFO : Epoch 1876 | loss: 0.0312293 | val_loss: 0.0312251 | Time: 1514.55 ms [2022-03-23 12:32:44 main:574] : INFO : Epoch 1877 | loss: 0.0312297 | val_loss: 0.0312296 | Time: 1598.55 ms [2022-03-23 12:32:46 main:574] : INFO : Epoch 1878 | loss: 0.0312308 | val_loss: 0.0312247 | Time: 1585.74 ms [2022-03-23 12:32:48 main:574] : INFO : Epoch 1879 | loss: 0.0312282 | val_loss: 0.0312222 | Time: 1571.73 ms [2022-03-23 12:32:49 main:574] : INFO : Epoch 1880 | loss: 0.0312266 | val_loss: 0.0312245 | Time: 1650.87 ms [2022-03-23 12:32:50 main:574] : INFO : Epoch 1881 | loss: 0.0312267 | val_loss: 0.0312225 | Time: 1166.86 ms [2022-03-23 12:32:52 main:574] : INFO : Epoch 1882 | loss: 0.0312257 | val_loss: 0.0312221 | Time: 1411.91 ms [2022-03-23 12:32:53 main:574] : INFO : Epoch 1883 | loss: 0.0312253 | val_loss: 0.031222 | Time: 1669.07 ms [2022-03-23 12:32:55 main:574] : INFO : Epoch 1884 | loss: 0.0312249 | val_loss: 0.031221 | Time: 1598.03 ms [2022-03-23 12:32:57 main:574] : INFO : Epoch 1885 | loss: 0.0312247 | val_loss: 0.0312196 | Time: 1573.54 ms [2022-03-23 12:32:58 main:574] : INFO : Epoch 1886 | loss: 0.0312239 | val_loss: 0.0312213 | Time: 1572.74 ms [2022-03-23 12:33:00 main:574] : INFO : Epoch 1887 | loss: 0.0312253 | val_loss: 0.0312212 | Time: 1572.97 ms [2022-03-23 12:33:01 main:574] : INFO : Epoch 1888 | loss: 0.0312241 | val_loss: 0.0312197 | Time: 1102.25 ms [2022-03-23 12:33:02 main:574] : INFO : Epoch 1889 | loss: 0.0312265 | val_loss: 0.0312211 | Time: 1547.96 ms [2022-03-23 12:33:04 main:574] : INFO : Epoch 1890 | loss: 0.0312252 | val_loss: 0.0312205 | Time: 1537.24 ms [2022-03-23 12:33:05 main:574] : INFO : Epoch 1891 | loss: 0.0312245 | val_loss: 0.0312193 | Time: 1534.02 ms [2022-03-23 12:33:07 main:574] : INFO : Epoch 1892 | loss: 0.0312228 | val_loss: 0.0312224 | Time: 1574.77 ms [2022-03-23 12:33:09 main:574] : INFO : Epoch 1893 | loss: 0.0312253 | val_loss: 0.0312221 | Time: 1655.27 ms [2022-03-23 12:33:10 main:574] : INFO : Epoch 1894 | loss: 0.0312235 | val_loss: 0.031218 | Time: 1349.67 ms [2022-03-23 12:33:11 main:574] : INFO : Epoch 1895 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 1199.77 ms [2022-03-23 12:33:13 main:574] : INFO : Epoch 1896 | loss: 0.0312254 | val_loss: 0.0312223 | Time: 1503.49 ms [2022-03-23 12:33:14 main:574] : INFO : Epoch 1897 | loss: 0.0312251 | val_loss: 0.031221 | Time: 1530.71 ms [2022-03-23 12:33:16 main:574] : INFO : Epoch 1898 | loss: 0.0312225 | val_loss: 0.0312199 | Time: 1524.59 ms [2022-03-23 12:33:17 main:574] : INFO : Epoch 1899 | loss: 0.0312213 | val_loss: 0.0312186 | Time: 1534.82 ms [2022-03-23 12:33:19 main:574] : INFO : Epoch 1900 | loss: 0.0312216 | val_loss: 0.0312169 | Time: 1536.45 ms [2022-03-23 12:33:20 main:574] : INFO : Epoch 1901 | loss: 0.0312241 | val_loss: 0.031232 | Time: 1291.87 ms [2022-03-23 12:33:22 main:574] : INFO : Epoch 1902 | loss: 0.0312263 | val_loss: 0.0312299 | Time: 1299.85 ms [2022-03-23 12:33:23 main:574] : INFO : Epoch 1903 | loss: 0.0312251 | val_loss: 0.031227 | Time: 1578.57 ms [2022-03-23 12:33:25 main:574] : INFO : Epoch 1904 | loss: 0.0312234 | val_loss: 0.031217 | Time: 1562.42 ms [2022-03-23 12:33:26 main:574] : INFO : Epoch 1905 | loss: 0.0312203 | val_loss: 0.0312164 | Time: 1550.75 ms [2022-03-23 12:33:28 main:574] : INFO : Epoch 1906 | loss: 0.0312201 | val_loss: 0.0312247 | Time: 1581.6 ms [2022-03-23 12:33:29 main:574] : INFO : Epoch 1907 | loss: 0.0312256 | val_loss: 0.0312202 | Time: 1604.28 ms [2022-03-23 12:33:31 main:574] : INFO : Epoch 1908 | loss: 0.0312251 | val_loss: 0.0312168 | Time: 1165.11 ms [2022-03-23 12:33:32 main:574] : INFO : Epoch 1909 | loss: 0.0312204 | val_loss: 0.0312164 | Time: 1492.63 ms [2022-03-23 12:33:34 main:574] : INFO : Epoch 1910 | loss: 0.0312256 | val_loss: 0.03122 | Time: 1544.83 ms [2022-03-23 12:33:35 main:574] : INFO : Epoch 1911 | loss: 0.0312235 | val_loss: 0.0312214 | Time: 1577.6 ms [2022-03-23 12:33:37 main:574] : INFO : Epoch 1912 | loss: 0.0312199 | val_loss: 0.031217 | Time: 1695.97 ms [2022-03-23 12:33:39 main:574] : INFO : Epoch 1913 | loss: 0.0312208 | val_loss: 0.0312182 | Time: 1590.75 ms [2022-03-23 12:33:40 main:574] : INFO : Epoch 1914 | loss: 0.0312218 | val_loss: 0.0312168 | Time: 1497.35 ms [2022-03-23 12:33:41 main:574] : INFO : Epoch 1915 | loss: 0.0312236 | val_loss: 0.0312162 | Time: 1102.06 ms [2022-03-23 12:33:43 main:574] : INFO : Epoch 1916 | loss: 0.0312206 | val_loss: 0.0312184 | Time: 1572.25 ms [2022-03-23 12:33:44 main:574] : INFO : Epoch 1917 | loss: 0.031222 | val_loss: 0.0312172 | Time: 1676.91 ms [2022-03-23 12:33:46 main:574] : INFO : Epoch 1918 | loss: 0.0312186 | val_loss: 0.0312147 | Time: 1585.84 ms [2022-03-23 12:33:48 main:574] : INFO : Epoch 1919 | loss: 0.0312182 | val_loss: 0.0312164 | Time: 1545.06 ms [2022-03-23 12:33:49 main:574] : INFO : Epoch 1920 | loss: 0.0312191 | val_loss: 0.0312154 | Time: 1519.04 ms [2022-03-23 12:33:50 main:574] : INFO : Epoch 1921 | loss: 0.0312214 | val_loss: 0.0312168 | Time: 1299.58 ms [2022-03-23 12:33:52 main:574] : INFO : Epoch 1922 | loss: 0.0312194 | val_loss: 0.0312192 | Time: 1307.55 ms [2022-03-23 12:33:53 main:574] : INFO : Epoch 1923 | loss: 0.0312192 | val_loss: 0.0312147 | Time: 1565.27 ms [2022-03-23 12:33:55 main:574] : INFO : Epoch 1924 | loss: 0.03122 | val_loss: 0.0312161 | Time: 1632.25 ms [2022-03-23 12:33:56 main:574] : INFO : Epoch 1925 | loss: 0.0312187 | val_loss: 0.0312156 | Time: 1583.74 ms [2022-03-23 12:33:58 main:574] : INFO : Epoch 1926 | loss: 0.0312198 | val_loss: 0.0312201 | Time: 1615.43 ms [2022-03-23 12:34:00 main:574] : INFO : Epoch 1927 | loss: 0.0312263 | val_loss: 0.0312255 | Time: 1574.47 ms [2022-03-23 12:34:01 main:574] : INFO : Epoch 1928 | loss: 0.0312253 | val_loss: 0.0312187 | Time: 1056.26 ms [2022-03-23 12:34:02 main:574] : INFO : Epoch 1929 | loss: 0.0312242 | val_loss: 0.0312178 | Time: 1502.9 ms [2022-03-23 12:34:04 main:574] : INFO : Epoch 1930 | loss: 0.0312184 | val_loss: 0.0312194 | Time: 1572.44 ms [2022-03-23 12:34:05 main:574] : INFO : Epoch 1931 | loss: 0.0312172 | val_loss: 0.0312144 | Time: 1577.72 ms [2022-03-23 12:34:07 main:574] : INFO : Epoch 1932 | loss: 0.031219 | val_loss: 0.0312152 | Time: 1641.53 ms [2022-03-23 12:34:09 main:574] : INFO : Epoch 1933 | loss: 0.0312199 | val_loss: 0.0312167 | Time: 1577.62 ms [2022-03-23 12:34:10 main:574] : INFO : Epoch 1934 | loss: 0.0312223 | val_loss: 0.0312171 | Time: 1481.53 ms [2022-03-23 12:34:11 main:574] : INFO : Epoch 1935 | loss: 0.0312164 | val_loss: 0.0312193 | Time: 1249.36 ms [2022-03-23 12:34:13 main:574] : INFO : Epoch 1936 | loss: 0.0312168 | val_loss: 0.0312158 | Time: 1648.35 ms [2022-03-23 12:34:14 main:574] : INFO : Epoch 1937 | loss: 0.0312176 | val_loss: 0.0312155 | Time: 1530.04 ms [2022-03-23 12:34:16 main:574] : INFO : Epoch 1938 | loss: 0.0312157 | val_loss: 0.0312148 | Time: 1530.22 ms [2022-03-23 12:34:18 main:574] : INFO : Epoch 1939 | loss: 0.0312163 | val_loss: 0.0312136 | Time: 1512.1 ms [2022-03-23 12:34:19 main:574] : INFO : Epoch 1940 | loss: 0.0312168 | val_loss: 0.0312144 | Time: 1527.92 ms [2022-03-23 12:34:20 main:574] : INFO : Epoch 1941 | loss: 0.0312159 | val_loss: 0.0312192 | Time: 1288.18 ms [2022-03-23 12:34:22 main:574] : INFO : Epoch 1942 | loss: 0.0312175 | val_loss: 0.0312246 | Time: 1251.09 ms [2022-03-23 12:34:23 main:574] : INFO : Epoch 1943 | loss: 0.0312205 | val_loss: 0.0312156 | Time: 1723.98 ms [2022-03-23 12:34:25 main:574] : INFO : Epoch 1944 | loss: 0.0312187 | val_loss: 0.0312261 | Time: 1552.03 ms [2022-03-23 12:34:26 main:574] : INFO : Epoch 1945 | loss: 0.0312176 | val_loss: 0.031214 | Time: 1511.92 ms [2022-03-23 12:34:28 main:574] : INFO : Epoch 1946 | loss: 0.0312164 | val_loss: 0.0312217 | Time: 1558.97 ms [2022-03-23 12:34:30 main:574] : INFO : Epoch 1947 | loss: 0.031216 | val_loss: 0.0312139 | Time: 1626.13 ms [2022-03-23 12:34:31 main:574] : INFO : Epoch 1948 | loss: 0.0312189 | val_loss: 0.0312219 | Time: 1684.33 ms [2022-03-23 12:34:33 main:574] : INFO : Epoch 1949 | loss: 0.0312177 | val_loss: 0.0312137 | Time: 1666.6 ms [2022-03-23 12:34:35 main:574] : INFO : Epoch 1950 | loss: 0.0312206 | val_loss: 0.0312201 | Time: 1571.49 ms [2022-03-23 12:34:36 main:574] : INFO : Epoch 1951 | loss: 0.0312209 | val_loss: 0.0312143 | Time: 1623.72 ms [2022-03-23 12:34:38 main:574] : INFO : Epoch 1952 | loss: 0.0312158 | val_loss: 0.0312141 | Time: 1552.9 ms [2022-03-23 12:34:39 main:574] : INFO : Epoch 1953 | loss: 0.0312162 | val_loss: 0.031216 | Time: 1581.88 ms [2022-03-23 12:34:41 main:574] : INFO : Epoch 1954 | loss: 0.0312154 | val_loss: 0.0312165 | Time: 1292.33 ms [2022-03-23 12:34:42 main:574] : INFO : Epoch 1955 | loss: 0.03122 | val_loss: 0.0312177 | Time: 1597.1 ms [2022-03-23 12:34:44 main:574] : INFO : Epoch 1956 | loss: 0.0312181 | val_loss: 0.0312193 | Time: 1559.13 ms [2022-03-23 12:34:45 main:574] : INFO : Epoch 1957 | loss: 0.0312169 | val_loss: 0.0312222 | Time: 1554.45 ms [2022-03-23 12:34:47 main:574] : INFO : Epoch 1958 | loss: 0.0312189 | val_loss: 0.0312139 | Time: 1517.86 ms [2022-03-23 12:34:48 main:574] : INFO : Epoch 1959 | loss: 0.0312234 | val_loss: 0.0312153 | Time: 1559.54 ms [2022-03-23 12:34:50 main:574] : INFO : Epoch 1960 | loss: 0.0312173 | val_loss: 0.0312136 | Time: 1589.81 ms [2022-03-23 12:34:51 main:574] : INFO : Epoch 1961 | loss: 0.0312196 | val_loss: 0.0312195 | Time: 1152.03 ms [2022-03-23 12:34:53 main:574] : INFO : Epoch 1962 | loss: 0.0312184 | val_loss: 0.0312163 | Time: 1572.76 ms [2022-03-23 12:34:54 main:574] : INFO : Epoch 1963 | loss: 0.0312167 | val_loss: 0.0312299 | Time: 1538.32 ms [2022-03-23 12:34:56 main:574] : INFO : Epoch 1964 | loss: 0.0312226 | val_loss: 0.0312162 | Time: 1575 ms [2022-03-23 12:34:57 main:574] : INFO : Epoch 1965 | loss: 0.0312176 | val_loss: 0.0312128 | Time: 1564.41 ms [2022-03-23 12:34:59 main:574] : INFO : Epoch 1966 | loss: 0.0312157 | val_loss: 0.0312127 | Time: 1538.63 ms [2022-03-23 12:35:00 main:574] : INFO : Epoch 1967 | loss: 0.0312162 | val_loss: 0.0312123 | Time: 1348.94 ms [2022-03-23 12:35:02 main:574] : INFO : Epoch 1968 | loss: 0.0312169 | val_loss: 0.031212 | Time: 1311.61 ms [2022-03-23 12:35:03 main:574] : INFO : Epoch 1969 | loss: 0.0312155 | val_loss: 0.0312138 | Time: 1649.89 ms [2022-03-23 12:35:05 main:574] : INFO : Epoch 1970 | loss: 0.0312156 | val_loss: 0.0312121 | Time: 1681.91 ms [2022-03-23 12:35:07 main:574] : INFO : Epoch 1971 | loss: 0.0312155 | val_loss: 0.0312131 | Time: 1572.26 ms [2022-03-23 12:35:08 main:574] : INFO : Epoch 1972 | loss: 0.0312149 | val_loss: 0.0312136 | Time: 1587.61 ms [2022-03-23 12:35:10 main:574] : INFO : Epoch 1973 | loss: 0.0312145 | val_loss: 0.0312134 | Time: 1604.95 ms [2022-03-23 12:35:11 main:574] : INFO : Epoch 1974 | loss: 0.0312217 | val_loss: 0.03122 | Time: 1059.7 ms [2022-03-23 12:35:12 main:574] : INFO : Epoch 1975 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1489.55 ms [2022-03-23 12:35:14 main:574] : INFO : Epoch 1976 | loss: 0.0312224 | val_loss: 0.0312249 | Time: 1558.77 ms [2022-03-23 12:35:15 main:574] : INFO : Epoch 1977 | loss: 0.0312191 | val_loss: 0.0312191 | Time: 1600.59 ms [2022-03-23 12:35:17 main:574] : INFO : Epoch 1978 | loss: 0.0312202 | val_loss: 0.0312136 | Time: 1559.42 ms [2022-03-23 12:35:19 main:574] : INFO : Epoch 1979 | loss: 0.0312143 | val_loss: 0.031221 | Time: 1577.01 ms [2022-03-23 12:35:20 main:574] : INFO : Epoch 1980 | loss: 0.0312191 | val_loss: 0.0312196 | Time: 1511.21 ms [2022-03-23 12:35:21 main:574] : INFO : Epoch 1981 | loss: 0.0312162 | val_loss: 0.0312186 | Time: 1104.06 ms [2022-03-23 12:35:23 main:574] : INFO : Epoch 1982 | loss: 0.0312213 | val_loss: 0.0312284 | Time: 1599.65 ms [2022-03-23 12:35:24 main:574] : INFO : Epoch 1983 | loss: 0.0312211 | val_loss: 0.0312202 | Time: 1564.22 ms [2022-03-23 12:35:26 main:574] : INFO : Epoch 1984 | loss: 0.0312157 | val_loss: 0.0312141 | Time: 1516.39 ms [2022-03-23 12:35:27 main:574] : INFO : Epoch 1985 | loss: 0.031216 | val_loss: 0.0312266 | Time: 1552.86 ms [2022-03-23 12:35:29 main:574] : INFO : Epoch 1986 | loss: 0.0312211 | val_loss: 0.0312179 | Time: 1649.3 ms [2022-03-23 12:35:30 main:574] : INFO : Epoch 1987 | loss: 0.0312168 | val_loss: 0.0312125 | Time: 1387.95 ms [2022-03-23 12:35:32 main:574] : INFO : Epoch 1988 | loss: 0.031216 | val_loss: 0.0312163 | Time: 1539.11 ms [2022-03-23 12:35:34 main:574] : INFO : Epoch 1989 | loss: 0.0312158 | val_loss: 0.0312195 | Time: 1712.08 ms [2022-03-23 12:35:35 main:574] : INFO : Epoch 1990 | loss: 0.0312159 | val_loss: 0.0312128 | Time: 1590.9 ms [2022-03-23 12:35:37 main:574] : INFO : Epoch 1991 | loss: 0.0312146 | val_loss: 0.0312151 | Time: 1593.36 ms [2022-03-23 12:35:39 main:574] : INFO : Epoch 1992 | loss: 0.0312157 | val_loss: 0.0312166 | Time: 1639.88 ms [2022-03-23 12:35:40 main:574] : INFO : Epoch 1993 | loss: 0.0312164 | val_loss: 0.0312134 | Time: 1535.17 ms [2022-03-23 12:35:41 main:574] : INFO : Epoch 1994 | loss: 0.031217 | val_loss: 0.0312138 | Time: 1134.04 ms [2022-03-23 12:35:43 main:574] : INFO : Epoch 1995 | loss: 0.0312167 | val_loss: 0.0312143 | Time: 1621.54 ms [2022-03-23 12:35:44 main:574] : INFO : Epoch 1996 | loss: 0.0312176 | val_loss: 0.0312109 | Time: 1580 ms [2022-03-23 12:35:46 main:574] : INFO : Epoch 1997 | loss: 0.0312157 | val_loss: 0.031213 | Time: 1588.42 ms [2022-03-23 12:35:48 main:574] : INFO : Epoch 1998 | loss: 0.0312132 | val_loss: 0.0312114 | Time: 1571.56 ms [2022-03-23 12:35:49 main:574] : INFO : Epoch 1999 | loss: 0.0312126 | val_loss: 0.0312109 | Time: 1600.07 ms [2022-03-23 12:35:51 main:574] : INFO : Epoch 2000 | loss: 0.0312148 | val_loss: 0.0312149 | Time: 1302.03 ms [2022-03-23 12:35:52 main:574] : INFO : Epoch 2001 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 1340.86 ms [2022-03-23 12:35:53 main:574] : INFO : Epoch 2002 | loss: 0.0312154 | val_loss: 0.0312124 | Time: 1569.79 ms [2022-03-23 12:35:55 main:574] : INFO : Epoch 2003 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 1579.54 ms [2022-03-23 12:35:57 main:574] : INFO : Epoch 2004 | loss: 0.0312144 | val_loss: 0.0312112 | Time: 1572.91 ms [2022-03-23 12:35:58 main:574] : INFO : Epoch 2005 | loss: 0.0312134 | val_loss: 0.0312105 | Time: 1586.79 ms [2022-03-23 12:36:00 main:574] : INFO : Epoch 2006 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 1597.51 ms [2022-03-23 12:36:01 main:574] : INFO : Epoch 2007 | loss: 0.0312128 | val_loss: 0.0312108 | Time: 1126.61 ms [2022-03-23 12:36:02 main:574] : INFO : Epoch 2008 | loss: 0.0312143 | val_loss: 0.0312135 | Time: 1514.86 ms [2022-03-23 12:36:04 main:574] : INFO : Epoch 2009 | loss: 0.031214 | val_loss: 0.0312139 | Time: 1826.86 ms [2022-03-23 12:36:06 main:574] : INFO : Epoch 2010 | loss: 0.0312185 | val_loss: 0.0312156 | Time: 1809.99 ms [2022-03-23 12:36:08 main:574] : INFO : Epoch 2011 | loss: 0.0312151 | val_loss: 0.0312112 | Time: 1860.18 ms [2022-03-23 12:36:10 main:574] : INFO : Epoch 2012 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 1820.38 ms [2022-03-23 12:36:11 main:574] : INFO : Epoch 2013 | loss: 0.0312123 | val_loss: 0.0312111 | Time: 1168.67 ms [2022-03-23 12:36:12 main:574] : INFO : Epoch 2014 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 1505.81 ms [2022-03-23 12:36:14 main:574] : INFO : Epoch 2015 | loss: 0.0312173 | val_loss: 0.0312198 | Time: 1515.19 ms [2022-03-23 12:36:15 main:574] : INFO : Epoch 2016 | loss: 0.0312175 | val_loss: 0.0312126 | Time: 1523.1 ms [2022-03-23 12:36:17 main:574] : INFO : Epoch 2017 | loss: 0.0312172 | val_loss: 0.0312135 | Time: 1634.91 ms [2022-03-23 12:36:19 main:574] : INFO : Epoch 2018 | loss: 0.0312169 | val_loss: 0.0312168 | Time: 1707.71 ms [2022-03-23 12:36:20 main:574] : INFO : Epoch 2019 | loss: 0.0312168 | val_loss: 0.0312136 | Time: 1416.68 ms [2022-03-23 12:36:21 main:574] : INFO : Epoch 2020 | loss: 0.0312131 | val_loss: 0.0312124 | Time: 1112.1 ms [2022-03-23 12:36:23 main:574] : INFO : Epoch 2021 | loss: 0.0312147 | val_loss: 0.0312126 | Time: 1558.65 ms [2022-03-23 12:36:25 main:574] : INFO : Epoch 2022 | loss: 0.0312121 | val_loss: 0.0312138 | Time: 1590.72 ms [2022-03-23 12:36:26 main:574] : INFO : Epoch 2023 | loss: 0.0312124 | val_loss: 0.0312119 | Time: 1508.81 ms [2022-03-23 12:36:28 main:574] : INFO : Epoch 2024 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 1589.81 ms [2022-03-23 12:36:29 main:574] : INFO : Epoch 2025 | loss: 0.0312137 | val_loss: 0.0312135 | Time: 1552.84 ms [2022-03-23 12:36:30 main:574] : INFO : Epoch 2026 | loss: 0.0312128 | val_loss: 0.0312142 | Time: 1313.35 ms [2022-03-23 12:36:32 main:574] : INFO : Epoch 2027 | loss: 0.0312135 | val_loss: 0.0312159 | Time: 1278.67 ms [2022-03-23 12:36:33 main:574] : INFO : Epoch 2028 | loss: 0.031215 | val_loss: 0.0312142 | Time: 1563.58 ms [2022-03-23 12:36:35 main:574] : INFO : Epoch 2029 | loss: 0.0312126 | val_loss: 0.0312121 | Time: 1524.07 ms [2022-03-23 12:36:36 main:574] : INFO : Epoch 2030 | loss: 0.0312143 | val_loss: 0.031214 | Time: 1533.56 ms [2022-03-23 12:36:38 main:574] : INFO : Epoch 2031 | loss: 0.0312152 | val_loss: 0.0312113 | Time: 1520.9 ms [2022-03-23 12:36:40 main:574] : INFO : Epoch 2032 | loss: 0.0312117 | val_loss: 0.0312185 | Time: 1592.33 ms [2022-03-23 12:36:41 main:574] : INFO : Epoch 2033 | loss: 0.0312174 | val_loss: 0.0312161 | Time: 1195.24 ms [2022-03-23 12:36:42 main:574] : INFO : Epoch 2034 | loss: 0.0312128 | val_loss: 0.031214 | Time: 1317.21 ms [2022-03-23 12:36:44 main:574] : INFO : Epoch 2035 | loss: 0.0312114 | val_loss: 0.0312114 | Time: 1509.24 ms [2022-03-23 12:36:45 main:574] : INFO : Epoch 2036 | loss: 0.0312131 | val_loss: 0.0312127 | Time: 1519.04 ms [2022-03-23 12:36:47 main:574] : INFO : Epoch 2037 | loss: 0.0312124 | val_loss: 0.031214 | Time: 1650.9 ms [2022-03-23 12:36:48 main:574] : INFO : Epoch 2038 | loss: 0.0312126 | val_loss: 0.0312183 | Time: 1576.93 ms [2022-03-23 12:36:50 main:574] : INFO : Epoch 2039 | loss: 0.0312114 | val_loss: 0.0312113 | Time: 1604.76 ms [2022-03-23 12:36:51 main:574] : INFO : Epoch 2040 | loss: 0.0312135 | val_loss: 0.0312244 | Time: 1143.74 ms [2022-03-23 12:36:53 main:574] : INFO : Epoch 2041 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 1544.05 ms [2022-03-23 12:36:54 main:574] : INFO : Epoch 2042 | loss: 0.0312108 | val_loss: 0.0312109 | Time: 1582.69 ms [2022-03-23 12:36:56 main:574] : INFO : Epoch 2043 | loss: 0.0312119 | val_loss: 0.0312111 | Time: 1572.07 ms [2022-03-23 12:36:57 main:574] : INFO : Epoch 2044 | loss: 0.0312136 | val_loss: 0.0312107 | Time: 1585.98 ms [2022-03-23 12:36:59 main:574] : INFO : Epoch 2045 | loss: 0.0312105 | val_loss: 0.031214 | Time: 1581.63 ms [2022-03-23 12:37:00 main:574] : INFO : Epoch 2046 | loss: 0.0312114 | val_loss: 0.0312204 | Time: 1435.53 ms [2022-03-23 12:37:02 main:574] : INFO : Epoch 2047 | loss: 0.0312142 | val_loss: 0.0312133 | Time: 1132.47 ms [2022-03-23 12:37:03 main:574] : INFO : Epoch 2048 | loss: 0.0312112 | val_loss: 0.0312127 | Time: 1641.8 ms [2022-03-23 12:37:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312127 [2022-03-23 12:37:03 main:603] : INFO : Saving end state to config to file [2022-03-23 12:37:03 main:608] : INFO : Success, exiting.. 12:37:03 (20432): 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)