Task 14622521
| Name | ParityModified-1647040165-27871-3-0_3 |
| Workunit | 10959043 |
| Created | 17 Apr 2022, 1:28:22 UTC |
| Sent | 17 Apr 2022, 1:28:42 UTC |
| Report deadline | 25 Apr 2022, 1:28:42 UTC |
| Received | 23 Apr 2022, 22:46:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 23 sec |
| CPU time | 47 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311322 | val_loss: 0.0311609 | Time: 1426.04 ms [2022-04-24 08:34:52 main:574] : INFO : Epoch 1543 | loss: 0.0311299 | val_loss: 0.031164 | Time: 1448.36 ms [2022-04-24 08:34:53 main:574] : INFO : Epoch 1544 | loss: 0.0311308 | val_loss: 0.0311609 | Time: 1403.38 ms [2022-04-24 08:34:55 main:574] : INFO : Epoch 1545 | loss: 0.0311345 | val_loss: 0.0311681 | Time: 1397.47 ms [2022-04-24 08:34:56 main:574] : INFO : Epoch 1546 | loss: 0.0311278 | val_loss: 0.0311677 | Time: 1395.87 ms [2022-04-24 08:34:58 main:574] : INFO : Epoch 1547 | loss: 0.0311273 | val_loss: 0.0311693 | Time: 1402.1 ms [2022-04-24 08:34:59 main:574] : INFO : Epoch 1548 | loss: 0.0311302 | val_loss: 0.0311672 | Time: 1383.75 ms [2022-04-24 08:35:00 main:574] : INFO : Epoch 1549 | loss: 0.0311285 | val_loss: 0.0311613 | Time: 1389.9 ms [2022-04-24 08:35:02 main:574] : INFO : Epoch 1550 | loss: 0.0311272 | val_loss: 0.0311658 | Time: 1387.14 ms [2022-04-24 08:35:03 main:574] : INFO : Epoch 1551 | loss: 0.0311258 | val_loss: 0.0311644 | Time: 1419.49 ms [2022-04-24 08:35:05 main:574] : INFO : Epoch 1552 | loss: 0.0311271 | val_loss: 0.0311727 | Time: 1390.51 ms [2022-04-24 08:35:06 main:574] : INFO : Epoch 1553 | loss: 0.0311278 | val_loss: 0.0311638 | Time: 1379.89 ms [2022-04-24 08:35:07 main:574] : INFO : Epoch 1554 | loss: 0.0311286 | val_loss: 0.0311661 | Time: 1403.9 ms [2022-04-24 08:35:09 main:574] : INFO : Epoch 1555 | loss: 0.0311304 | val_loss: 0.0311706 | Time: 1401.58 ms [2022-04-24 08:35:10 main:574] : INFO : Epoch 1556 | loss: 0.0311309 | val_loss: 0.0311666 | Time: 1395.54 ms [2022-04-24 08:35:12 main:574] : INFO : Epoch 1557 | loss: 0.0311295 | val_loss: 0.0311646 | Time: 1421.91 ms [2022-04-24 08:35:13 main:574] : INFO : Epoch 1558 | loss: 0.031127 | val_loss: 0.0311651 | Time: 1411.88 ms [2022-04-24 08:35:14 main:574] : INFO : Epoch 1559 | loss: 0.0311247 | val_loss: 0.031164 | Time: 1401.91 ms [2022-04-24 08:35:16 main:574] : INFO : Epoch 1560 | loss: 0.0311274 | val_loss: 0.0311683 | Time: 1376.05 ms [2022-04-24 08:35:17 main:574] : INFO : Epoch 1561 | loss: 0.0311283 | val_loss: 0.031163 | Time: 1390.89 ms [2022-04-24 08:35:19 main:574] : INFO : Epoch 1562 | loss: 0.0311313 | val_loss: 0.0311614 | Time: 1402.99 ms [2022-04-24 08:35:20 main:574] : INFO : Epoch 1563 | loss: 0.0311264 | val_loss: 0.031162 | Time: 1397.1 ms [2022-04-24 08:35:22 main:574] : INFO : Epoch 1564 | loss: 0.0311243 | val_loss: 0.0311619 | Time: 1408.35 ms [2022-04-24 08:35:23 main:574] : INFO : Epoch 1565 | loss: 0.0311269 | val_loss: 0.0311684 | Time: 1417.76 ms [2022-04-24 08:35:24 main:574] : INFO : Epoch 1566 | loss: 0.0311293 | val_loss: 0.0311636 | Time: 1401.25 ms [2022-04-24 08:35:26 main:574] : INFO : Epoch 1567 | loss: 0.0311267 | val_loss: 0.0311688 | Time: 1394.39 ms [2022-04-24 08:35:27 main:574] : INFO : Epoch 1568 | loss: 0.0311257 | val_loss: 0.0311673 | Time: 1415.01 ms [2022-04-24 08:35:29 main:574] : INFO : Epoch 1569 | loss: 0.0311256 | val_loss: 0.0311668 | Time: 1362.22 ms [2022-04-24 08:35:30 main:574] : INFO : Epoch 1570 | loss: 0.0311256 | val_loss: 0.031173 | Time: 1407.86 ms [2022-04-24 08:35:31 main:574] : INFO : Epoch 1571 | loss: 0.0311234 | val_loss: 0.0311645 | Time: 1404.78 ms [2022-04-24 08:35:33 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311708 | Time: 1343.9 ms [2022-04-24 08:35:34 main:574] : INFO : Epoch 1573 | loss: 0.0311289 | val_loss: 0.0311632 | Time: 1329.81 ms [2022-04-24 08:35:36 main:574] : INFO : Epoch 1574 | loss: 0.031133 | val_loss: 0.0311603 | Time: 1463.36 ms [2022-04-24 08:35:37 main:574] : INFO : Epoch 1575 | loss: 0.0311326 | val_loss: 0.031162 | Time: 1432.05 ms [2022-04-24 08:35:39 main:574] : INFO : Epoch 1576 | loss: 0.0311291 | val_loss: 0.0311634 | Time: 1439.72 ms [2022-04-24 08:35:40 main:574] : INFO : Epoch 1577 | loss: 0.0311294 | val_loss: 0.0311654 | Time: 1423.71 ms [2022-04-24 08:35:41 main:574] : INFO : Epoch 1578 | loss: 0.0311301 | val_loss: 0.0311656 | Time: 1440.92 ms [2022-04-24 08:35:43 main:574] : INFO : Epoch 1579 | loss: 0.031127 | val_loss: 0.0311726 | Time: 1394.05 ms [2022-04-24 08:35:44 main:574] : INFO : Epoch 1580 | loss: 0.0311283 | val_loss: 0.0311661 | Time: 1446.85 ms [2022-04-24 08:35:46 main:574] : INFO : Epoch 1581 | loss: 0.0311366 | val_loss: 0.0311667 | Time: 1415.74 ms [2022-04-24 08:35:47 main:574] : INFO : Epoch 1582 | loss: 0.0311351 | val_loss: 0.0311642 | Time: 1364.43 ms [2022-04-24 08:35:48 main:574] : INFO : Epoch 1583 | loss: 0.0311336 | val_loss: 0.0311658 | Time: 1387.21 ms [2022-04-24 08:35:50 main:574] : INFO : Epoch 1584 | loss: 0.0311338 | val_loss: 0.0311662 | Time: 1420.79 ms [2022-04-24 08:35:51 main:574] : INFO : Epoch 1585 | loss: 0.0311328 | val_loss: 0.0311647 | Time: 1411.82 ms [2022-04-24 08:35:53 main:574] : INFO : Epoch 1586 | loss: 0.0311319 | val_loss: 0.0311683 | Time: 1375.07 ms [2022-04-24 08:35:54 main:574] : INFO : Epoch 1587 | loss: 0.0311298 | val_loss: 0.0311679 | Time: 1381.81 ms [2022-04-24 08:35:55 main:574] : INFO : Epoch 1588 | loss: 0.0311303 | val_loss: 0.0311651 | Time: 1395.79 ms [2022-04-24 08:35:57 main:574] : INFO : Epoch 1589 | loss: 0.0311319 | val_loss: 0.0311676 | Time: 1372.35 ms [2022-04-24 08:35:58 main:574] : INFO : Epoch 1590 | loss: 0.0311342 | val_loss: 0.0311727 | Time: 1394.59 ms [2022-04-24 08:36:00 main:574] : INFO : Epoch 1591 | loss: 0.0311336 | val_loss: 0.031167 | Time: 1417.05 ms [2022-04-24 08:36:01 main:574] : INFO : Epoch 1592 | loss: 0.0311285 | val_loss: 0.0311693 | Time: 1392.49 ms [2022-04-24 08:36:03 main:574] : INFO : Epoch 1593 | loss: 0.0311311 | val_loss: 0.0311698 | Time: 1410.1 ms [2022-04-24 08:36:04 main:574] : INFO : Epoch 1594 | loss: 0.0311284 | val_loss: 0.0311692 | Time: 1404.54 ms [2022-04-24 08:36:05 main:574] : INFO : Epoch 1595 | loss: 0.031128 | val_loss: 0.0311644 | Time: 1402.98 ms [2022-04-24 08:36:07 main:574] : INFO : Epoch 1596 | loss: 0.031125 | val_loss: 0.031168 | Time: 1375.7 ms [2022-04-24 08:36:08 main:574] : INFO : Epoch 1597 | loss: 0.0311227 | val_loss: 0.0311684 | Time: 1406.4 ms [2022-04-24 08:36:10 main:574] : INFO : Epoch 1598 | loss: 0.031126 | val_loss: 0.0311747 | Time: 1389.2 ms [2022-04-24 08:36:11 main:574] : INFO : Epoch 1599 | loss: 0.0311229 | val_loss: 0.0311721 | Time: 1398.17 ms [2022-04-24 08:36:12 main:574] : INFO : Epoch 1600 | loss: 0.0311229 | val_loss: 0.0311652 | Time: 1404.24 ms [2022-04-24 08:36:14 main:574] : INFO : Epoch 1601 | loss: 0.0311261 | val_loss: 0.0311716 | Time: 1382.69 ms [2022-04-24 08:36:15 main:574] : INFO : Epoch 1602 | loss: 0.0311295 | val_loss: 0.0311651 | Time: 1419.99 ms [2022-04-24 08:36:17 main:574] : INFO : Epoch 1603 | loss: 0.031129 | val_loss: 0.0311714 | Time: 1390.97 ms [2022-04-24 08:36:18 main:574] : INFO : Epoch 1604 | loss: 0.0311305 | val_loss: 0.0311701 | Time: 1402.98 ms [2022-04-24 08:36:19 main:574] : INFO : Epoch 1605 | loss: 0.0311284 | val_loss: 0.0311649 | Time: 1378.05 ms [2022-04-24 08:36:21 main:574] : INFO : Epoch 1606 | loss: 0.0311238 | val_loss: 0.0311633 | Time: 1411.72 ms [2022-04-24 08:36:22 main:574] : INFO : Epoch 1607 | loss: 0.0311248 | val_loss: 0.0311653 | Time: 1438.19 ms [2022-04-24 08:36:24 main:574] : INFO : Epoch 1608 | loss: 0.0311237 | val_loss: 0.0311709 | Time: 1458.69 ms [2022-04-24 08:36:25 main:574] : INFO : Epoch 1609 | loss: 0.0311217 | val_loss: 0.0311631 | Time: 1433.39 ms [2022-04-24 08:36:27 main:574] : INFO : Epoch 1610 | loss: 0.0311212 | val_loss: 0.0311657 | Time: 1419.81 ms [2022-04-24 08:36:28 main:574] : INFO : Epoch 1611 | loss: 0.0311231 | val_loss: 0.0311686 | Time: 1402.49 ms [2022-04-24 08:36:29 main:574] : INFO : Epoch 1612 | loss: 0.0311247 | val_loss: 0.031165 | Time: 1394.47 ms [2022-04-24 08:36:31 main:574] : INFO : Epoch 1613 | loss: 0.0311245 | val_loss: 0.0311602 | Time: 1383.58 ms [2022-04-24 08:36:32 main:574] : INFO : Epoch 1614 | loss: 0.0311233 | val_loss: 0.0311677 | Time: 1371.65 ms [2022-04-24 08:36:34 main:574] : INFO : Epoch 1615 | loss: 0.0311219 | val_loss: 0.0311634 | Time: 1389.56 ms [2022-04-24 08:36:35 main:574] : INFO : Epoch 1616 | loss: 0.0311231 | val_loss: 0.0311621 | Time: 1389.79 ms [2022-04-24 08:36:36 main:574] : INFO : Epoch 1617 | loss: 0.0311252 | val_loss: 0.0311644 | Time: 1393.97 ms [2022-04-24 08:36:38 main:574] : INFO : Epoch 1618 | loss: 0.0311218 | val_loss: 0.0311623 | Time: 1397.97 ms [2022-04-24 08:36:39 main:574] : INFO : Epoch 1619 | loss: 0.0311206 | val_loss: 0.0311628 | Time: 1433.82 ms [2022-04-24 08:36:41 main:574] : INFO : Epoch 1620 | loss: 0.0311227 | val_loss: 0.0311693 | Time: 1358.68 ms [2022-04-24 08:36:42 main:574] : INFO : Epoch 1621 | loss: 0.0311234 | val_loss: 0.0311631 | Time: 1394.42 ms [2022-04-24 08:36:44 main:574] : INFO : Epoch 1622 | loss: 0.0311251 | val_loss: 0.0311597 | Time: 1408.56 ms [2022-04-24 08:36:45 main:574] : INFO : Epoch 1623 | loss: 0.0311261 | val_loss: 0.0311655 | Time: 1460.72 ms [2022-04-24 08:36:46 main:574] : INFO : Epoch 1624 | loss: 0.0311223 | val_loss: 0.0311658 | Time: 1426.34 ms [2022-04-24 08:36:48 main:574] : INFO : Epoch 1625 | loss: 0.0311219 | val_loss: 0.0311634 | Time: 1433.41 ms [2022-04-24 08:36:49 main:574] : INFO : Epoch 1626 | loss: 0.0311272 | val_loss: 0.0311607 | Time: 1406.53 ms [2022-04-24 08:36:51 main:574] : INFO : Epoch 1627 | loss: 0.031133 | val_loss: 0.0311655 | Time: 1426.26 ms [2022-04-24 08:36:52 main:574] : INFO : Epoch 1628 | loss: 0.0311289 | val_loss: 0.0311694 | Time: 1419.15 ms [2022-04-24 08:36:54 main:574] : INFO : Epoch 1629 | loss: 0.0311358 | val_loss: 0.0311729 | Time: 1400.99 ms [2022-04-24 08:36:55 main:574] : INFO : Epoch 1630 | loss: 0.0311376 | val_loss: 0.0311677 | Time: 1421.99 ms [2022-04-24 08:36:56 main:574] : INFO : Epoch 1631 | loss: 0.0311374 | val_loss: 0.0311644 | Time: 1389.92 ms [2022-04-24 08:36:58 main:574] : INFO : Epoch 1632 | loss: 0.0311544 | val_loss: 0.0311805 | Time: 1388.74 ms [2022-04-24 08:36:59 main:574] : INFO : Epoch 1633 | loss: 0.0311785 | val_loss: 0.0311796 | Time: 1407.86 ms [2022-04-24 08:37:01 main:574] : INFO : Epoch 1634 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 1404.87 ms [2022-04-24 08:37:02 main:574] : INFO : Epoch 1635 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 1447.51 ms [2022-04-24 08:37:03 main:574] : INFO : Epoch 1636 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 1393.6 ms [2022-04-24 08:37:05 main:574] : INFO : Epoch 1637 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 1397.29 ms [2022-04-24 08:37:06 main:574] : INFO : Epoch 1638 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 1379.84 ms [2022-04-24 08:37:08 main:574] : INFO : Epoch 1639 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 1387.66 ms [2022-04-24 08:37:09 main:574] : INFO : Epoch 1640 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 1366.33 ms [2022-04-24 08:37:10 main:574] : INFO : Epoch 1641 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 1403.85 ms [2022-04-24 08:37:12 main:574] : INFO : Epoch 1642 | loss: 0.0311668 | val_loss: 0.0311771 | Time: 1387.98 ms [2022-04-24 08:37:13 main:574] : INFO : Epoch 1643 | loss: 0.0311694 | val_loss: 0.0311696 | Time: 1404.44 ms [2022-04-24 08:37:15 main:574] : INFO : Epoch 1644 | loss: 0.0311673 | val_loss: 0.031169 | Time: 1400 ms [2022-04-24 08:37:16 main:574] : INFO : Epoch 1645 | loss: 0.0311671 | val_loss: 0.0311697 | Time: 1390.23 ms [2022-04-24 08:37:17 main:574] : INFO : Epoch 1646 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1384.12 ms [2022-04-24 08:37:19 main:574] : INFO : Epoch 1647 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 1412.37 ms [2022-04-24 08:37:20 main:574] : INFO : Epoch 1648 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 1434.98 ms [2022-04-24 08:37:22 main:574] : INFO : Epoch 1649 | loss: 0.0311654 | val_loss: 0.0311695 | Time: 1402.99 ms [2022-04-24 08:37:23 main:574] : INFO : Epoch 1650 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 1410.81 ms [2022-04-24 08:37:25 main:574] : INFO : Epoch 1651 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 1372.65 ms [2022-04-24 08:37:26 main:574] : INFO : Epoch 1652 | loss: 0.0311636 | val_loss: 0.0311687 | Time: 1404.12 ms [2022-04-24 08:37:27 main:574] : INFO : Epoch 1653 | loss: 0.0311634 | val_loss: 0.0311688 | Time: 1413.28 ms [2022-04-24 08:37:29 main:574] : INFO : Epoch 1654 | loss: 0.0311618 | val_loss: 0.031168 | Time: 1361.65 ms [2022-04-24 08:37:30 main:574] : INFO : Epoch 1655 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 1380.91 ms [2022-04-24 08:37:32 main:574] : INFO : Epoch 1656 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 1411.6 ms [2022-04-24 08:37:33 main:574] : INFO : Epoch 1657 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 1369.29 ms [2022-04-24 08:37:34 main:574] : INFO : Epoch 1658 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1397.39 ms [2022-04-24 08:37:36 main:574] : INFO : Epoch 1659 | loss: 0.0311625 | val_loss: 0.031169 | Time: 1417.65 ms [2022-04-24 08:37:37 main:574] : INFO : Epoch 1660 | loss: 0.0311622 | val_loss: 0.0311676 | Time: 1383.14 ms [2022-04-24 08:37:39 main:574] : INFO : Epoch 1661 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 1371.04 ms [2022-04-24 08:37:40 main:574] : INFO : Epoch 1662 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 1451.69 ms [2022-04-24 08:37:41 main:574] : INFO : Epoch 1663 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 1392.54 ms [2022-04-24 08:37:43 main:574] : INFO : Epoch 1664 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 1400.35 ms [2022-04-24 08:37:44 main:574] : INFO : Epoch 1665 | loss: 0.0311593 | val_loss: 0.0311681 | Time: 1449.79 ms [2022-04-24 08:37:46 main:574] : INFO : Epoch 1666 | loss: 0.0311597 | val_loss: 0.0311703 | Time: 1400.73 ms [2022-04-24 08:37:47 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1384.58 ms [2022-04-24 08:37:49 main:574] : INFO : Epoch 1668 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 1372.29 ms [2022-04-24 08:37:50 main:574] : INFO : Epoch 1669 | loss: 0.031157 | val_loss: 0.0311687 | Time: 1389.73 ms [2022-04-24 08:37:51 main:574] : INFO : Epoch 1670 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 1404.32 ms [2022-04-24 08:37:53 main:574] : INFO : Epoch 1671 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 1396.67 ms [2022-04-24 08:37:54 main:574] : INFO : Epoch 1672 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 1383.21 ms [2022-04-24 08:37:56 main:574] : INFO : Epoch 1673 | loss: 0.0311579 | val_loss: 0.0311685 | Time: 1409.02 ms [2022-04-24 08:37:57 main:574] : INFO : Epoch 1674 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 1399.22 ms [2022-04-24 08:37:58 main:574] : INFO : Epoch 1675 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 1414.88 ms [2022-04-24 08:38:00 main:574] : INFO : Epoch 1676 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1418.95 ms [2022-04-24 08:38:01 main:574] : INFO : Epoch 1677 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 1411.43 ms [2022-04-24 08:38:03 main:574] : INFO : Epoch 1678 | loss: 0.0311557 | val_loss: 0.031167 | Time: 1371.77 ms [2022-04-24 08:38:04 main:574] : INFO : Epoch 1679 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 1429.44 ms [2022-04-24 08:38:05 main:574] : INFO : Epoch 1680 | loss: 0.0311592 | val_loss: 0.0311667 | Time: 1385.75 ms [2022-04-24 08:38:07 main:574] : INFO : Epoch 1681 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 1363.7 ms [2022-04-24 08:38:08 main:574] : INFO : Epoch 1682 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 1420.77 ms [2022-04-24 08:38:10 main:574] : INFO : Epoch 1683 | loss: 0.0311582 | val_loss: 0.0311727 | Time: 1409.85 ms [2022-04-24 08:38:11 main:574] : INFO : Epoch 1684 | loss: 0.031158 | val_loss: 0.0311702 | Time: 1388.42 ms [2022-04-24 08:38:13 main:574] : INFO : Epoch 1685 | loss: 0.0311561 | val_loss: 0.0311667 | Time: 1408.73 ms [2022-04-24 08:38:14 main:574] : INFO : Epoch 1686 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 1413.99 ms [2022-04-24 08:38:15 main:574] : INFO : Epoch 1687 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 1409.87 ms [2022-04-24 08:38:17 main:574] : INFO : Epoch 1688 | loss: 0.0311556 | val_loss: 0.031167 | Time: 1412.15 ms [2022-04-24 08:38:18 main:574] : INFO : Epoch 1689 | loss: 0.0311549 | val_loss: 0.0311674 | Time: 1415.01 ms [2022-04-24 08:38:20 main:574] : INFO : Epoch 1690 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 1395.41 ms [2022-04-24 08:38:21 main:574] : INFO : Epoch 1691 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 1413.77 ms [2022-04-24 08:38:22 main:574] : INFO : Epoch 1692 | loss: 0.0311536 | val_loss: 0.0311664 | Time: 1397.26 ms [2022-04-24 08:38:24 main:574] : INFO : Epoch 1693 | loss: 0.0311531 | val_loss: 0.0311676 | Time: 1400.03 ms [2022-04-24 08:38:25 main:574] : INFO : Epoch 1694 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1387.56 ms [2022-04-24 08:38:27 main:574] : INFO : Epoch 1695 | loss: 0.0311537 | val_loss: 0.0311661 | Time: 1369.79 ms [2022-04-24 08:38:28 main:574] : INFO : Epoch 1696 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 1405.73 ms [2022-04-24 08:38:29 main:574] : INFO : Epoch 1697 | loss: 0.0311529 | val_loss: 0.0311657 | Time: 1377.54 ms [2022-04-24 08:38:31 main:574] : INFO : Epoch 1698 | loss: 0.0311522 | val_loss: 0.0311679 | Time: 1434.46 ms [2022-04-24 08:38:32 main:574] : INFO : Epoch 1699 | loss: 0.0311544 | val_loss: 0.031168 | Time: 1396.61 ms [2022-04-24 08:38:34 main:574] : INFO : Epoch 1700 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 1404.24 ms [2022-04-24 08:38:35 main:574] : INFO : Epoch 1701 | loss: 0.0311505 | val_loss: 0.0311672 | Time: 1399.96 ms [2022-04-24 08:38:37 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.0311694 | Time: 1395 ms [2022-04-24 08:38:38 main:574] : INFO : Epoch 1703 | loss: 0.0311542 | val_loss: 0.0311695 | Time: 1390.63 ms [2022-04-24 08:38:39 main:574] : INFO : Epoch 1704 | loss: 0.0311535 | val_loss: 0.0311693 | Time: 1402.82 ms [2022-04-24 08:38:41 main:574] : INFO : Epoch 1705 | loss: 0.0311527 | val_loss: 0.0311698 | Time: 1425.3 ms [2022-04-24 08:38:42 main:574] : INFO : Epoch 1706 | loss: 0.0311515 | val_loss: 0.0311724 | Time: 1392.29 ms [2022-04-24 08:38:44 main:574] : INFO : Epoch 1707 | loss: 0.0311529 | val_loss: 0.031171 | Time: 1424.85 ms [2022-04-24 08:38:45 main:574] : INFO : Epoch 1708 | loss: 0.031152 | val_loss: 0.0311658 | Time: 1411.55 ms [2022-04-24 08:38:46 main:574] : INFO : Epoch 1709 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 1367.3 ms [2022-04-24 08:38:48 main:574] : INFO : Epoch 1710 | loss: 0.0311529 | val_loss: 0.0311698 | Time: 1393.55 ms [2022-04-24 08:38:49 main:574] : INFO : Epoch 1711 | loss: 0.0311511 | val_loss: 0.031166 | Time: 1378.13 ms [2022-04-24 08:38:51 main:574] : INFO : Epoch 1712 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1397.93 ms [2022-04-24 08:38:52 main:574] : INFO : Epoch 1713 | loss: 0.0311511 | val_loss: 0.0311743 | Time: 1403.56 ms [2022-04-24 08:38:53 main:574] : INFO : Epoch 1714 | loss: 0.0311551 | val_loss: 0.0311775 | Time: 1378.46 ms [2022-04-24 08:38:55 main:574] : INFO : Epoch 1715 | loss: 0.0311524 | val_loss: 0.0311675 | Time: 1392.17 ms [2022-04-24 08:38:56 main:574] : INFO : Epoch 1716 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 1389.03 ms [2022-04-24 08:38:58 main:574] : INFO : Epoch 1717 | loss: 0.0311504 | val_loss: 0.031167 | Time: 1408.63 ms [2022-04-24 08:38:59 main:574] : INFO : Epoch 1718 | loss: 0.0311494 | val_loss: 0.0311671 | Time: 1432.86 ms [2022-04-24 08:39:01 main:574] : INFO : Epoch 1719 | loss: 0.0311492 | val_loss: 0.0311729 | Time: 1393.16 ms [2022-04-24 08:39:02 main:574] : INFO : Epoch 1720 | loss: 0.0311491 | val_loss: 0.0311682 | Time: 1416.5 ms [2022-04-24 08:39:03 main:574] : INFO : Epoch 1721 | loss: 0.0311512 | val_loss: 0.0311692 | Time: 1380.16 ms [2022-04-24 08:39:05 main:574] : INFO : Epoch 1722 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 1399.07 ms [2022-04-24 08:39:06 main:574] : INFO : Epoch 1723 | loss: 0.0311493 | val_loss: 0.0311694 | Time: 1373.03 ms [2022-04-24 08:39:08 main:574] : INFO : Epoch 1724 | loss: 0.0311491 | val_loss: 0.0311672 | Time: 1417.97 ms [2022-04-24 08:39:09 main:574] : INFO : Epoch 1725 | loss: 0.0311491 | val_loss: 0.031168 | Time: 1379.97 ms [2022-04-24 08:39:10 main:574] : INFO : Epoch 1726 | loss: 0.0311497 | val_loss: 0.0311666 | Time: 1372.75 ms [2022-04-24 08:39:12 main:574] : INFO : Epoch 1727 | loss: 0.0311495 | val_loss: 0.031171 | Time: 1407.83 ms [2022-04-24 08:39:13 main:574] : INFO : Epoch 1728 | loss: 0.0311524 | val_loss: 0.0311712 | Time: 1397.59 ms [2022-04-24 08:39:15 main:574] : INFO : Epoch 1729 | loss: 0.0311487 | val_loss: 0.0311706 | Time: 1377.6 ms [2022-04-24 08:39:16 main:574] : INFO : Epoch 1730 | loss: 0.0311485 | val_loss: 0.0311697 | Time: 1416.07 ms [2022-04-24 08:39:17 main:574] : INFO : Epoch 1731 | loss: 0.0311487 | val_loss: 0.0311696 | Time: 1411.44 ms [2022-04-24 08:39:19 main:574] : INFO : Epoch 1732 | loss: 0.0311504 | val_loss: 0.0311734 | Time: 1383.62 ms [2022-04-24 08:39:20 main:574] : INFO : Epoch 1733 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 1428 ms [2022-04-24 08:39:22 main:574] : INFO : Epoch 1734 | loss: 0.0311575 | val_loss: 0.0311682 | Time: 1410.63 ms [2022-04-24 08:39:23 main:574] : INFO : Epoch 1735 | loss: 0.0311531 | val_loss: 0.0311723 | Time: 1366.38 ms [2022-04-24 08:39:24 main:574] : INFO : Epoch 1736 | loss: 0.0311517 | val_loss: 0.0311636 | Time: 1421.04 ms [2022-04-24 08:39:26 main:574] : INFO : Epoch 1737 | loss: 0.0311482 | val_loss: 0.0311676 | Time: 1390.93 ms [2022-04-24 08:39:27 main:574] : INFO : Epoch 1738 | loss: 0.0311483 | val_loss: 0.0311795 | Time: 1416.49 ms [2022-04-24 08:39:29 main:574] : INFO : Epoch 1739 | loss: 0.0311488 | val_loss: 0.0311682 | Time: 1397.31 ms [2022-04-24 08:39:30 main:574] : INFO : Epoch 1740 | loss: 0.0311466 | val_loss: 0.0311695 | Time: 1404.15 ms [2022-04-24 08:39:32 main:574] : INFO : Epoch 1741 | loss: 0.0311461 | val_loss: 0.0311682 | Time: 1460.5 ms [2022-04-24 08:39:33 main:574] : INFO : Epoch 1742 | loss: 0.0311462 | val_loss: 0.0311681 | Time: 1371.57 ms [2022-04-24 08:39:34 main:574] : INFO : Epoch 1743 | loss: 0.0311459 | val_loss: 0.0311744 | Time: 1402.59 ms [2022-04-24 08:39:36 main:574] : INFO : Epoch 1744 | loss: 0.0311464 | val_loss: 0.0311713 | Time: 1416.28 ms [2022-04-24 08:39:37 main:574] : INFO : Epoch 1745 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 1362.72 ms [2022-04-24 08:39:39 main:574] : INFO : Epoch 1746 | loss: 0.0311457 | val_loss: 0.031174 | Time: 1418.78 ms [2022-04-24 08:39:40 main:574] : INFO : Epoch 1747 | loss: 0.0311486 | val_loss: 0.031172 | Time: 1424.51 ms [2022-04-24 08:39:42 main:574] : INFO : Epoch 1748 | loss: 0.0311512 | val_loss: 0.0311703 | Time: 1431.49 ms [2022-04-24 08:39:43 main:574] : INFO : Epoch 1749 | loss: 0.03115 | val_loss: 0.0311715 | Time: 1403.08 ms [2022-04-24 08:39:44 main:574] : INFO : Epoch 1750 | loss: 0.0311493 | val_loss: 0.0311691 | Time: 1443.12 ms [2022-04-24 08:39:46 main:574] : INFO : Epoch 1751 | loss: 0.0311468 | val_loss: 0.0311707 | Time: 1460.28 ms [2022-04-24 08:39:47 main:574] : INFO : Epoch 1752 | loss: 0.0311485 | val_loss: 0.031169 | Time: 1378.31 ms [2022-04-24 08:39:49 main:574] : INFO : Epoch 1753 | loss: 0.0311451 | val_loss: 0.0311732 | Time: 1431.18 ms [2022-04-24 08:39:50 main:574] : INFO : Epoch 1754 | loss: 0.0311452 | val_loss: 0.031168 | Time: 1440.45 ms [2022-04-24 08:39:52 main:574] : INFO : Epoch 1755 | loss: 0.0311452 | val_loss: 0.0311699 | Time: 1398.33 ms [2022-04-24 08:39:53 main:574] : INFO : Epoch 1756 | loss: 0.0311448 | val_loss: 0.0311719 | Time: 1378.17 ms [2022-04-24 08:39:54 main:574] : INFO : Epoch 1757 | loss: 0.031145 | val_loss: 0.0311738 | Time: 1403.33 ms [2022-04-24 08:39:56 main:574] : INFO : Epoch 1758 | loss: 0.0311464 | val_loss: 0.0311729 | Time: 1407.4 ms [2022-04-24 08:39:57 main:574] : INFO : Epoch 1759 | loss: 0.031145 | val_loss: 0.0311696 | Time: 1387.63 ms [2022-04-24 08:39:59 main:574] : INFO : Epoch 1760 | loss: 0.0311435 | val_loss: 0.031169 | Time: 1404.81 ms [2022-04-24 08:40:00 main:574] : INFO : Epoch 1761 | loss: 0.0311452 | val_loss: 0.0311708 | Time: 1403.78 ms [2022-04-24 08:40:02 main:574] : INFO : Epoch 1762 | loss: 0.0311442 | val_loss: 0.0311696 | Time: 1391.03 ms [2022-04-24 08:40:03 main:574] : INFO : Epoch 1763 | loss: 0.031145 | val_loss: 0.0311708 | Time: 1417.22 ms [2022-04-24 08:40:04 main:574] : INFO : Epoch 1764 | loss: 0.0311455 | val_loss: 0.0311715 | Time: 1366.5 ms [2022-04-24 08:40:06 main:574] : INFO : Epoch 1765 | loss: 0.0311439 | val_loss: 0.0311679 | Time: 1390.85 ms [2022-04-24 08:40:07 main:574] : INFO : Epoch 1766 | loss: 0.0311435 | val_loss: 0.0311736 | Time: 1345.74 ms [2022-04-24 08:40:09 main:574] : INFO : Epoch 1767 | loss: 0.031145 | val_loss: 0.0311734 | Time: 1411.08 ms [2022-04-24 08:40:10 main:574] : INFO : Epoch 1768 | loss: 0.0311448 | val_loss: 0.0311689 | Time: 1407.2 ms [2022-04-24 08:40:11 main:574] : INFO : Epoch 1769 | loss: 0.0311458 | val_loss: 0.0311722 | Time: 1407.34 ms [2022-04-24 08:40:13 main:574] : INFO : Epoch 1770 | loss: 0.0311453 | val_loss: 0.0311718 | Time: 1424.4 ms [2022-04-24 08:40:14 main:574] : INFO : Epoch 1771 | loss: 0.0311454 | val_loss: 0.0311683 | Time: 1409.59 ms [2022-04-24 08:40:16 main:574] : INFO : Epoch 1772 | loss: 0.0311465 | val_loss: 0.0311727 | Time: 1367.84 ms [2022-04-24 08:40:17 main:574] : INFO : Epoch 1773 | loss: 0.0311466 | val_loss: 0.0311704 | Time: 1414.35 ms [2022-04-24 08:40:18 main:574] : INFO : Epoch 1774 | loss: 0.0311456 | val_loss: 0.031172 | Time: 1402.21 ms [2022-04-24 08:40:20 main:574] : INFO : Epoch 1775 | loss: 0.0311466 | val_loss: 0.0311677 | Time: 1426.34 ms [2022-04-24 08:40:21 main:574] : INFO : Epoch 1776 | loss: 0.0311463 | val_loss: 0.0311672 | Time: 1424.79 ms [2022-04-24 08:40:23 main:574] : INFO : Epoch 1777 | loss: 0.0311448 | val_loss: 0.0311745 | Time: 1390.76 ms [2022-04-24 08:40:24 main:574] : INFO : Epoch 1778 | loss: 0.0311447 | val_loss: 0.0311695 | Time: 1422.52 ms [2022-04-24 08:40:26 main:574] : INFO : Epoch 1779 | loss: 0.0311445 | val_loss: 0.0311683 | Time: 1420 ms [2022-04-24 08:40:27 main:574] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.0311696 | Time: 1408.14 ms [2022-04-24 08:40:28 main:574] : INFO : Epoch 1781 | loss: 0.0311445 | val_loss: 0.0311698 | Time: 1381.58 ms [2022-04-24 08:40:30 main:574] : INFO : Epoch 1782 | loss: 0.0311472 | val_loss: 0.0311703 | Time: 1385.69 ms [2022-04-24 08:40:31 main:574] : INFO : Epoch 1783 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1423.44 ms [2022-04-24 08:40:33 main:574] : INFO : Epoch 1784 | loss: 0.0311496 | val_loss: 0.0311752 | Time: 1408.03 ms [2022-04-24 08:40:34 main:574] : INFO : Epoch 1785 | loss: 0.0311466 | val_loss: 0.0311704 | Time: 1410.24 ms [2022-04-24 08:40:35 main:574] : INFO : Epoch 1786 | loss: 0.0311458 | val_loss: 0.031171 | Time: 1426.4 ms [2022-04-24 08:40:37 main:574] : INFO : Epoch 1787 | loss: 0.0311444 | val_loss: 0.0311704 | Time: 1482.95 ms [2022-04-24 08:40:38 main:574] : INFO : Epoch 1788 | loss: 0.0311441 | val_loss: 0.0311713 | Time: 1430.85 ms [2022-04-24 08:40:40 main:574] : INFO : Epoch 1789 | loss: 0.0311449 | val_loss: 0.031172 | Time: 1391.22 ms [2022-04-24 08:40:41 main:574] : INFO : Epoch 1790 | loss: 0.0311456 | val_loss: 0.0311682 | Time: 1433.71 ms [2022-04-24 08:40:43 main:574] : INFO : Epoch 1791 | loss: 0.0311468 | val_loss: 0.0311701 | Time: 1414.96 ms [2022-04-24 08:40:44 main:574] : INFO : Epoch 1792 | loss: 0.0311489 | val_loss: 0.0311712 | Time: 1432.53 ms [2022-04-24 08:40:46 main:574] : INFO : Epoch 1793 | loss: 0.0311486 | val_loss: 0.0311689 | Time: 1433.13 ms [2022-04-24 08:40:47 main:574] : INFO : Epoch 1794 | loss: 0.0311499 | val_loss: 0.0311691 | Time: 1382.96 ms [2022-04-24 08:40:48 main:574] : INFO : Epoch 1795 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 1404.57 ms [2022-04-24 08:40:50 main:574] : INFO : Epoch 1796 | loss: 0.0311461 | val_loss: 0.0311711 | Time: 1405.69 ms [2022-04-24 08:40:51 main:574] : INFO : Epoch 1797 | loss: 0.0311471 | val_loss: 0.0311658 | Time: 1406.2 ms [2022-04-24 08:40:53 main:574] : INFO : Epoch 1798 | loss: 0.0311451 | val_loss: 0.0311717 | Time: 1423.74 ms [2022-04-24 08:40:54 main:574] : INFO : Epoch 1799 | loss: 0.031146 | val_loss: 0.0311688 | Time: 1409.98 ms [2022-04-24 08:40:55 main:574] : INFO : Epoch 1800 | loss: 0.031146 | val_loss: 0.0311764 | Time: 1426.24 ms [2022-04-24 08:40:57 main:574] : INFO : Epoch 1801 | loss: 0.031147 | val_loss: 0.0311698 | Time: 1410.21 ms [2022-04-24 08:40:58 main:574] : INFO : Epoch 1802 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 1368.59 ms [2022-04-24 08:41:00 main:574] : INFO : Epoch 1803 | loss: 0.0311457 | val_loss: 0.0311695 | Time: 1428.93 ms [2022-04-24 08:41:01 main:574] : INFO : Epoch 1804 | loss: 0.031145 | val_loss: 0.0311687 | Time: 1372.82 ms [2022-04-24 08:41:03 main:574] : INFO : Epoch 1805 | loss: 0.0311453 | val_loss: 0.0311714 | Time: 1402.19 ms [2022-04-24 08:41:04 main:574] : INFO : Epoch 1806 | loss: 0.0311569 | val_loss: 0.0311684 | Time: 1411.32 ms [2022-04-24 08:41:05 main:574] : INFO : Epoch 1807 | loss: 0.0311598 | val_loss: 0.0311645 | Time: 1407.71 ms [2022-04-24 08:41:07 main:574] : INFO : Epoch 1808 | loss: 0.0311555 | val_loss: 0.0311683 | Time: 1395.19 ms [2022-04-24 08:41:08 main:574] : INFO : Epoch 1809 | loss: 0.0311544 | val_loss: 0.0311633 | Time: 1403.21 ms [2022-04-24 08:41:10 main:574] : INFO : Epoch 1810 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 1353.7 ms [2022-04-24 08:41:11 main:574] : INFO : Epoch 1811 | loss: 0.0311552 | val_loss: 0.031166 | Time: 1408.5 ms [2022-04-24 08:41:12 main:574] : INFO : Epoch 1812 | loss: 0.0311533 | val_loss: 0.0311651 | Time: 1386.72 ms [2022-04-24 08:41:14 main:574] : INFO : Epoch 1813 | loss: 0.0311505 | val_loss: 0.0311621 | Time: 1434.03 ms [2022-04-24 08:41:15 main:574] : INFO : Epoch 1814 | loss: 0.0311504 | val_loss: 0.0311608 | Time: 1426.95 ms [2022-04-24 08:41:17 main:574] : INFO : Epoch 1815 | loss: 0.0311495 | val_loss: 0.0311601 | Time: 1388.79 ms [2022-04-24 08:41:18 main:574] : INFO : Epoch 1816 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 1405.19 ms [2022-04-24 08:41:20 main:574] : INFO : Epoch 1817 | loss: 0.0311506 | val_loss: 0.0311615 | Time: 1427.2 ms [2022-04-24 08:41:21 main:574] : INFO : Epoch 1818 | loss: 0.0311488 | val_loss: 0.031162 | Time: 1425.55 ms [2022-04-24 08:41:22 main:574] : INFO : Epoch 1819 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 1404.47 ms [2022-04-24 08:41:24 main:574] : INFO : Epoch 1820 | loss: 0.0311469 | val_loss: 0.0311618 | Time: 1390.72 ms [2022-04-24 08:41:25 main:574] : INFO : Epoch 1821 | loss: 0.031147 | val_loss: 0.0311685 | Time: 1371.95 ms [2022-04-24 08:41:27 main:574] : INFO : Epoch 1822 | loss: 0.0311485 | val_loss: 0.031171 | Time: 1430.27 ms [2022-04-24 08:41:28 main:574] : INFO : Epoch 1823 | loss: 0.031147 | val_loss: 0.0311661 | Time: 1390.09 ms [2022-04-24 08:41:29 main:574] : INFO : Epoch 1824 | loss: 0.0311443 | val_loss: 0.0311613 | Time: 1365.47 ms [2022-04-24 08:41:31 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311627 | Time: 1403.83 ms [2022-04-24 08:41:32 main:574] : INFO : Epoch 1826 | loss: 0.0311446 | val_loss: 0.0311659 | Time: 1366.41 ms [2022-04-24 08:41:34 main:574] : INFO : Epoch 1827 | loss: 0.0311484 | val_loss: 0.031164 | Time: 1370.59 ms [2022-04-24 08:41:35 main:574] : INFO : Epoch 1828 | loss: 0.0311459 | val_loss: 0.031168 | Time: 1373.53 ms [2022-04-24 08:41:36 main:574] : INFO : Epoch 1829 | loss: 0.031144 | val_loss: 0.0311647 | Time: 1391.07 ms [2022-04-24 08:41:38 main:574] : INFO : Epoch 1830 | loss: 0.0311445 | val_loss: 0.0311644 | Time: 1392.38 ms [2022-04-24 08:41:39 main:574] : INFO : Epoch 1831 | loss: 0.0311437 | val_loss: 0.0311633 | Time: 1382.22 ms [2022-04-24 08:41:41 main:574] : INFO : Epoch 1832 | loss: 0.0311443 | val_loss: 0.0311632 | Time: 1418.23 ms [2022-04-24 08:41:42 main:574] : INFO : Epoch 1833 | loss: 0.0311441 | val_loss: 0.0311632 | Time: 1413.42 ms [2022-04-24 08:41:43 main:574] : INFO : Epoch 1834 | loss: 0.0311459 | val_loss: 0.0311666 | Time: 1414.16 ms [2022-04-24 08:41:45 main:574] : INFO : Epoch 1835 | loss: 0.0311479 | val_loss: 0.0311668 | Time: 1486.86 ms [2022-04-24 08:41:46 main:574] : INFO : Epoch 1836 | loss: 0.0311459 | val_loss: 0.0311643 | Time: 1415.55 ms [2022-04-24 08:41:48 main:574] : INFO : Epoch 1837 | loss: 0.0311465 | val_loss: 0.0311664 | Time: 1419.1 ms [2022-04-24 08:41:49 main:574] : INFO : Epoch 1838 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 1365.92 ms [2022-04-24 08:41:51 main:574] : INFO : Epoch 1839 | loss: 0.0311453 | val_loss: 0.0311671 | Time: 1405.78 ms [2022-04-24 08:41:52 main:574] : INFO : Epoch 1840 | loss: 0.031147 | val_loss: 0.0311631 | Time: 1395.75 ms [2022-04-24 08:41:53 main:574] : INFO : Epoch 1841 | loss: 0.0311457 | val_loss: 0.031166 | Time: 1414.8 ms [2022-04-24 08:41:55 main:574] : INFO : Epoch 1842 | loss: 0.0311475 | val_loss: 0.0311642 | Time: 1447.62 ms [2022-04-24 08:41:56 main:574] : INFO : Epoch 1843 | loss: 0.031147 | val_loss: 0.0311683 | Time: 1399.49 ms [2022-04-24 08:41:58 main:574] : INFO : Epoch 1844 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1410.72 ms [2022-04-24 08:41:59 main:574] : INFO : Epoch 1845 | loss: 0.031145 | val_loss: 0.0311664 | Time: 1395.66 ms [2022-04-24 08:42:00 main:574] : INFO : Epoch 1846 | loss: 0.0311446 | val_loss: 0.0311642 | Time: 1399.69 ms [2022-04-24 08:42:02 main:574] : INFO : Epoch 1847 | loss: 0.0311448 | val_loss: 0.031163 | Time: 1399.83 ms [2022-04-24 08:42:03 main:574] : INFO : Epoch 1848 | loss: 0.0311448 | val_loss: 0.0311632 | Time: 1385.77 ms [2022-04-24 08:42:05 main:574] : INFO : Epoch 1849 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 1416.89 ms [2022-04-24 08:42:06 main:574] : INFO : Epoch 1850 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 1428.66 ms [2022-04-24 08:42:08 main:574] : INFO : Epoch 1851 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 1408.66 ms [2022-04-24 08:42:09 main:574] : INFO : Epoch 1852 | loss: 0.0311423 | val_loss: 0.0311642 | Time: 1426.66 ms [2022-04-24 08:42:10 main:574] : INFO : Epoch 1853 | loss: 0.0311425 | val_loss: 0.0311634 | Time: 1403.94 ms [2022-04-24 08:42:12 main:574] : INFO : Epoch 1854 | loss: 0.0311447 | val_loss: 0.031162 | Time: 1439.6 ms [2022-04-24 08:42:13 main:574] : INFO : Epoch 1855 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 1395.37 ms [2022-04-24 08:42:15 main:574] : INFO : Epoch 1856 | loss: 0.0311438 | val_loss: 0.0311691 | Time: 1399.16 ms [2022-04-24 08:42:16 main:574] : INFO : Epoch 1857 | loss: 0.0311438 | val_loss: 0.031164 | Time: 1425.09 ms [2022-04-24 08:42:18 main:574] : INFO : Epoch 1858 | loss: 0.0311425 | val_loss: 0.0311645 | Time: 1358.47 ms [2022-04-24 08:42:19 main:574] : INFO : Epoch 1859 | loss: 0.0311418 | val_loss: 0.0311607 | Time: 1384.67 ms [2022-04-24 08:42:20 main:574] : INFO : Epoch 1860 | loss: 0.0311413 | val_loss: 0.0311626 | Time: 1436.1 ms [2022-04-24 08:42:22 main:574] : INFO : Epoch 1861 | loss: 0.0311411 | val_loss: 0.031166 | Time: 1422.48 ms [2022-04-24 08:42:23 main:574] : INFO : Epoch 1862 | loss: 0.0311387 | val_loss: 0.0311662 | Time: 1404.45 ms [2022-04-24 08:42:25 main:574] : INFO : Epoch 1863 | loss: 0.0311416 | val_loss: 0.0311691 | Time: 1436.06 ms [2022-04-24 08:42:26 main:574] : INFO : Epoch 1864 | loss: 0.0311532 | val_loss: 0.0311688 | Time: 1412.07 ms [2022-04-24 08:42:27 main:574] : INFO : Epoch 1865 | loss: 0.031154 | val_loss: 0.0311703 | Time: 1410.06 ms [2022-04-24 08:42:29 main:574] : INFO : Epoch 1866 | loss: 0.0311516 | val_loss: 0.0311635 | Time: 1394.12 ms [2022-04-24 08:42:30 main:574] : INFO : Epoch 1867 | loss: 0.0311487 | val_loss: 0.0311641 | Time: 1394.66 ms [2022-04-24 08:42:32 main:574] : INFO : Epoch 1868 | loss: 0.0311481 | val_loss: 0.0311627 | Time: 1387.07 ms [2022-04-24 08:42:33 main:574] : INFO : Epoch 1869 | loss: 0.0311461 | val_loss: 0.031165 | Time: 1412.77 ms [2022-04-24 08:42:35 main:574] : INFO : Epoch 1870 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 1381.23 ms [2022-04-24 08:42:36 main:574] : INFO : Epoch 1871 | loss: 0.0311455 | val_loss: 0.0311681 | Time: 1444.44 ms [2022-04-24 08:42:37 main:574] : INFO : Epoch 1872 | loss: 0.0311462 | val_loss: 0.0311699 | Time: 1396.81 ms [2022-04-24 08:42:39 main:574] : INFO : Epoch 1873 | loss: 0.031147 | val_loss: 0.0311616 | Time: 1399.32 ms [2022-04-24 08:42:40 main:574] : INFO : Epoch 1874 | loss: 0.0311449 | val_loss: 0.0311612 | Time: 1366.81 ms [2022-04-24 08:42:42 main:574] : INFO : Epoch 1875 | loss: 0.0311433 | val_loss: 0.0311656 | Time: 1425.95 ms [2022-04-24 08:42:43 main:574] : INFO : Epoch 1876 | loss: 0.0311419 | val_loss: 0.0311608 | Time: 1384.61 ms [2022-04-24 08:42:44 main:574] : INFO : Epoch 1877 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 1473.4 ms [2022-04-24 08:42:46 main:574] : INFO : Epoch 1878 | loss: 0.0311453 | val_loss: 0.0311724 | Time: 1414.29 ms [2022-04-24 08:42:47 main:574] : INFO : Epoch 1879 | loss: 0.0311501 | val_loss: 0.0311641 | Time: 1406.27 ms [2022-04-24 08:42:49 main:574] : INFO : Epoch 1880 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 1397.33 ms [2022-04-24 08:42:50 main:574] : INFO : Epoch 1881 | loss: 0.0311475 | val_loss: 0.0311663 | Time: 1411.31 ms [2022-04-24 08:42:52 main:574] : INFO : Epoch 1882 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 1378.24 ms [2022-04-24 08:42:53 main:574] : INFO : Epoch 1883 | loss: 0.0311477 | val_loss: 0.0311607 | Time: 1365.83 ms [2022-04-24 08:42:54 main:574] : INFO : Epoch 1884 | loss: 0.0311459 | val_loss: 0.0311629 | Time: 1381.5 ms [2022-04-24 08:42:56 main:574] : INFO : Epoch 1885 | loss: 0.0311449 | val_loss: 0.0311645 | Time: 1425.35 ms [2022-04-24 08:42:57 main:574] : INFO : Epoch 1886 | loss: 0.0311458 | val_loss: 0.0311585 | Time: 1380.95 ms [2022-04-24 08:42:59 main:574] : INFO : Epoch 1887 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 1387.72 ms [2022-04-24 08:43:00 main:574] : INFO : Epoch 1888 | loss: 0.0311447 | val_loss: 0.0311607 | Time: 1423.8 ms [2022-04-24 08:43:01 main:574] : INFO : Epoch 1889 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 1393.78 ms [2022-04-24 08:43:03 main:574] : INFO : Epoch 1890 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 1405.77 ms [2022-04-24 08:43:04 main:574] : INFO : Epoch 1891 | loss: 0.0311443 | val_loss: 0.0311603 | Time: 1390.63 ms [2022-04-24 08:43:06 main:574] : INFO : Epoch 1892 | loss: 0.0311426 | val_loss: 0.0311608 | Time: 1402.6 ms [2022-04-24 08:43:07 main:574] : INFO : Epoch 1893 | loss: 0.0311424 | val_loss: 0.0311603 | Time: 1400.37 ms [2022-04-24 08:43:08 main:574] : INFO : Epoch 1894 | loss: 0.0311427 | val_loss: 0.0311593 | Time: 1387.06 ms [2022-04-24 08:43:10 main:574] : INFO : Epoch 1895 | loss: 0.0311412 | val_loss: 0.0311624 | Time: 1459.18 ms [2022-04-24 08:43:11 main:574] : INFO : Epoch 1896 | loss: 0.0311422 | val_loss: 0.0311611 | Time: 1411.74 ms [2022-04-24 08:43:13 main:574] : INFO : Epoch 1897 | loss: 0.0311422 | val_loss: 0.0311604 | Time: 1389.71 ms [2022-04-24 08:43:14 main:574] : INFO : Epoch 1898 | loss: 0.0311407 | val_loss: 0.0311595 | Time: 1386.68 ms [2022-04-24 08:43:16 main:574] : INFO : Epoch 1899 | loss: 0.0311389 | val_loss: 0.031158 | Time: 1418.13 ms [2022-04-24 08:43:17 main:574] : INFO : Epoch 1900 | loss: 0.0311378 | val_loss: 0.0311583 | Time: 1391.18 ms [2022-04-24 08:43:18 main:574] : INFO : Epoch 1901 | loss: 0.0311386 | val_loss: 0.0311617 | Time: 1382.64 ms [2022-04-24 08:43:20 main:574] : INFO : Epoch 1902 | loss: 0.0311403 | val_loss: 0.0311618 | Time: 1391.15 ms [2022-04-24 08:43:21 main:574] : INFO : Epoch 1903 | loss: 0.031139 | val_loss: 0.0311598 | Time: 1389.82 ms [2022-04-24 08:43:23 main:574] : INFO : Epoch 1904 | loss: 0.0311402 | val_loss: 0.0311628 | Time: 1398.32 ms [2022-04-24 08:43:24 main:574] : INFO : Epoch 1905 | loss: 0.0311407 | val_loss: 0.03116 | Time: 1405.29 ms [2022-04-24 08:43:25 main:574] : INFO : Epoch 1906 | loss: 0.0311394 | val_loss: 0.0311619 | Time: 1385.83 ms [2022-04-24 08:43:27 main:574] : INFO : Epoch 1907 | loss: 0.0311402 | val_loss: 0.0311596 | Time: 1423.33 ms [2022-04-24 08:43:28 main:574] : INFO : Epoch 1908 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 1397.37 ms [2022-04-24 08:43:30 main:574] : INFO : Epoch 1909 | loss: 0.0311391 | val_loss: 0.0311629 | Time: 1389.78 ms [2022-04-24 08:43:31 main:574] : INFO : Epoch 1910 | loss: 0.0311405 | val_loss: 0.0311614 | Time: 1407.4 ms [2022-04-24 08:43:32 main:574] : INFO : Epoch 1911 | loss: 0.0311402 | val_loss: 0.0311654 | Time: 1385.87 ms [2022-04-24 08:43:34 main:574] : INFO : Epoch 1912 | loss: 0.031142 | val_loss: 0.0311633 | Time: 1393.63 ms [2022-04-24 08:43:35 main:574] : INFO : Epoch 1913 | loss: 0.0311436 | val_loss: 0.0311643 | Time: 1433.75 ms [2022-04-24 08:43:37 main:574] : INFO : Epoch 1914 | loss: 0.0311422 | val_loss: 0.0311683 | Time: 1384.19 ms [2022-04-24 08:43:38 main:574] : INFO : Epoch 1915 | loss: 0.031141 | val_loss: 0.0311612 | Time: 1441.21 ms [2022-04-24 08:43:40 main:574] : INFO : Epoch 1916 | loss: 0.0311398 | val_loss: 0.0311602 | Time: 1418.72 ms [2022-04-24 08:43:41 main:574] : INFO : Epoch 1917 | loss: 0.0311402 | val_loss: 0.031161 | Time: 1412.89 ms [2022-04-24 08:43:42 main:574] : INFO : Epoch 1918 | loss: 0.0311395 | val_loss: 0.0311597 | Time: 1364.83 ms [2022-04-24 08:43:44 main:574] : INFO : Epoch 1919 | loss: 0.0311398 | val_loss: 0.0311661 | Time: 1411.94 ms [2022-04-24 08:43:45 main:574] : INFO : Epoch 1920 | loss: 0.0311377 | val_loss: 0.0311604 | Time: 1457.44 ms [2022-04-24 08:43:47 main:574] : INFO : Epoch 1921 | loss: 0.0311381 | val_loss: 0.0311606 | Time: 1423.47 ms [2022-04-24 08:43:48 main:574] : INFO : Epoch 1922 | loss: 0.0311362 | val_loss: 0.0311625 | Time: 1413.34 ms [2022-04-24 08:43:50 main:574] : INFO : Epoch 1923 | loss: 0.0311381 | val_loss: 0.0311611 | Time: 1405.97 ms [2022-04-24 08:43:51 main:574] : INFO : Epoch 1924 | loss: 0.0311374 | val_loss: 0.0311642 | Time: 1390.9 ms [2022-04-24 08:43:52 main:574] : INFO : Epoch 1925 | loss: 0.0311368 | val_loss: 0.0311662 | Time: 1390.66 ms [2022-04-24 08:43:54 main:574] : INFO : Epoch 1926 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 1400.85 ms [2022-04-24 08:43:55 main:574] : INFO : Epoch 1927 | loss: 0.0311368 | val_loss: 0.0311598 | Time: 1399.07 ms [2022-04-24 08:43:57 main:574] : INFO : Epoch 1928 | loss: 0.0311382 | val_loss: 0.0311595 | Time: 1416.56 ms [2022-04-24 08:43:58 main:574] : INFO : Epoch 1929 | loss: 0.0311428 | val_loss: 0.031163 | Time: 1396.49 ms [2022-04-24 08:43:59 main:574] : INFO : Epoch 1930 | loss: 0.0311431 | val_loss: 0.0311599 | Time: 1368.05 ms [2022-04-24 08:44:01 main:574] : INFO : Epoch 1931 | loss: 0.0311414 | val_loss: 0.031165 | Time: 1429.2 ms [2022-04-24 08:44:02 main:574] : INFO : Epoch 1932 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1430.1 ms [2022-04-24 08:44:04 main:574] : INFO : Epoch 1933 | loss: 0.0311408 | val_loss: 0.0311583 | Time: 1386.55 ms [2022-04-24 08:44:05 main:574] : INFO : Epoch 1934 | loss: 0.0311395 | val_loss: 0.0311609 | Time: 1376.98 ms [2022-04-24 08:44:06 main:574] : INFO : Epoch 1935 | loss: 0.0311379 | val_loss: 0.0311596 | Time: 1389.07 ms [2022-04-24 08:44:08 main:574] : INFO : Epoch 1936 | loss: 0.0311383 | val_loss: 0.0311615 | Time: 1383.01 ms [2022-04-24 08:44:09 main:574] : INFO : Epoch 1937 | loss: 0.0311372 | val_loss: 0.0311615 | Time: 1420.33 ms [2022-04-24 08:44:11 main:574] : INFO : Epoch 1938 | loss: 0.0311381 | val_loss: 0.0311605 | Time: 1379.83 ms [2022-04-24 08:44:12 main:574] : INFO : Epoch 1939 | loss: 0.0311398 | val_loss: 0.0311675 | Time: 1429.71 ms [2022-04-24 08:44:14 main:574] : INFO : Epoch 1940 | loss: 0.0311386 | val_loss: 0.0311663 | Time: 1421.34 ms [2022-04-24 08:44:15 main:574] : INFO : Epoch 1941 | loss: 0.0311398 | val_loss: 0.0311646 | Time: 1415.79 ms [2022-04-24 08:44:16 main:574] : INFO : Epoch 1942 | loss: 0.0311376 | val_loss: 0.0311639 | Time: 1386.82 ms [2022-04-24 08:44:18 main:574] : INFO : Epoch 1943 | loss: 0.031137 | val_loss: 0.0311615 | Time: 1389.99 ms [2022-04-24 08:44:19 main:574] : INFO : Epoch 1944 | loss: 0.0311386 | val_loss: 0.0311627 | Time: 1414.38 ms [2022-04-24 08:44:21 main:574] : INFO : Epoch 1945 | loss: 0.0311377 | val_loss: 0.0311617 | Time: 1410.29 ms [2022-04-24 08:44:22 main:574] : INFO : Epoch 1946 | loss: 0.0311365 | val_loss: 0.0311634 | Time: 1406.04 ms [2022-04-24 08:44:23 main:574] : INFO : Epoch 1947 | loss: 0.0311366 | val_loss: 0.0311626 | Time: 1381.91 ms [2022-04-24 08:44:25 main:574] : INFO : Epoch 1948 | loss: 0.0311354 | val_loss: 0.0311651 | Time: 1410.5 ms [2022-04-24 08:44:26 main:574] : INFO : Epoch 1949 | loss: 0.0311364 | val_loss: 0.0311601 | Time: 1427.03 ms [2022-04-24 08:44:28 main:574] : INFO : Epoch 1950 | loss: 0.0311367 | val_loss: 0.0311623 | Time: 1409.71 ms [2022-04-24 08:44:29 main:574] : INFO : Epoch 1951 | loss: 0.0311369 | val_loss: 0.031165 | Time: 1418.58 ms [2022-04-24 08:44:31 main:574] : INFO : Epoch 1952 | loss: 0.0311387 | val_loss: 0.0311673 | Time: 1398.46 ms [2022-04-24 08:44:32 main:574] : INFO : Epoch 1953 | loss: 0.0311376 | val_loss: 0.0311635 | Time: 1386.9 ms [2022-04-24 08:44:33 main:574] : INFO : Epoch 1954 | loss: 0.0311412 | val_loss: 0.0311629 | Time: 1403.35 ms [2022-04-24 08:44:35 main:574] : INFO : Epoch 1955 | loss: 0.0311446 | val_loss: 0.0311647 | Time: 1398.85 ms [2022-04-24 08:44:36 main:574] : INFO : Epoch 1956 | loss: 0.03114 | val_loss: 0.031161 | Time: 1437.61 ms [2022-04-24 08:44:38 main:574] : INFO : Epoch 1957 | loss: 0.0311375 | val_loss: 0.03116 | Time: 1407.28 ms [2022-04-24 08:44:39 main:574] : INFO : Epoch 1958 | loss: 0.0311352 | val_loss: 0.0311623 | Time: 1380.98 ms [2022-04-24 08:44:40 main:574] : INFO : Epoch 1959 | loss: 0.0311343 | val_loss: 0.0311649 | Time: 1383.58 ms [2022-04-24 08:44:42 main:574] : INFO : Epoch 1960 | loss: 0.0311341 | val_loss: 0.0311654 | Time: 1408.25 ms [2022-04-24 08:44:43 main:574] : INFO : Epoch 1961 | loss: 0.0311346 | val_loss: 0.0311631 | Time: 1405.5 ms [2022-04-24 08:44:45 main:574] : INFO : Epoch 1962 | loss: 0.031135 | val_loss: 0.0311646 | Time: 1444.33 ms [2022-04-24 08:44:46 main:574] : INFO : Epoch 1963 | loss: 0.0311352 | val_loss: 0.0311631 | Time: 1395.86 ms [2022-04-24 08:44:47 main:574] : INFO : Epoch 1964 | loss: 0.0311344 | val_loss: 0.0311642 | Time: 1369.98 ms [2022-04-24 08:44:49 main:574] : INFO : Epoch 1965 | loss: 0.0311352 | val_loss: 0.0311679 | Time: 1402.76 ms [2022-04-24 08:44:50 main:574] : INFO : Epoch 1966 | loss: 0.0311372 | val_loss: 0.0311627 | Time: 1456.81 ms [2022-04-24 08:44:52 main:574] : INFO : Epoch 1967 | loss: 0.0311367 | val_loss: 0.0311634 | Time: 1472.38 ms [2022-04-24 08:44:53 main:574] : INFO : Epoch 1968 | loss: 0.0311367 | val_loss: 0.031164 | Time: 1473.99 ms [2022-04-24 08:44:55 main:574] : INFO : Epoch 1969 | loss: 0.0311357 | val_loss: 0.0311627 | Time: 1436.17 ms [2022-04-24 08:44:56 main:574] : INFO : Epoch 1970 | loss: 0.0311364 | val_loss: 0.0311618 | Time: 1424.91 ms [2022-04-24 08:44:58 main:574] : INFO : Epoch 1971 | loss: 0.0311387 | val_loss: 0.0311595 | Time: 1399.09 ms [2022-04-24 08:44:59 main:574] : INFO : Epoch 1972 | loss: 0.0311398 | val_loss: 0.0311587 | Time: 1393.4 ms [2022-04-24 08:45:00 main:574] : INFO : Epoch 1973 | loss: 0.0311413 | val_loss: 0.0311662 | Time: 1386.91 ms [2022-04-24 08:45:02 main:574] : INFO : Epoch 1974 | loss: 0.0311463 | val_loss: 0.031163 | Time: 1410.32 ms [2022-04-24 08:45:03 main:574] : INFO : Epoch 1975 | loss: 0.0311411 | val_loss: 0.0311634 | Time: 1383.71 ms [2022-04-24 08:45:05 main:574] : INFO : Epoch 1976 | loss: 0.0311393 | val_loss: 0.0311588 | Time: 1424.15 ms [2022-04-24 08:45:06 main:574] : INFO : Epoch 1977 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 1381.98 ms [2022-04-24 08:45:07 main:574] : INFO : Epoch 1978 | loss: 0.0311388 | val_loss: 0.0311602 | Time: 1416.19 ms [2022-04-24 08:45:09 main:574] : INFO : Epoch 1979 | loss: 0.0311417 | val_loss: 0.0311604 | Time: 1392.24 ms [2022-04-24 08:45:10 main:574] : INFO : Epoch 1980 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 1400.21 ms [2022-04-24 08:45:12 main:574] : INFO : Epoch 1981 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 1409.47 ms [2022-04-24 08:45:13 main:574] : INFO : Epoch 1982 | loss: 0.0311374 | val_loss: 0.0311657 | Time: 1419.46 ms [2022-04-24 08:45:15 main:574] : INFO : Epoch 1983 | loss: 0.0311409 | val_loss: 0.031163 | Time: 1387.71 ms [2022-04-24 08:45:16 main:574] : INFO : Epoch 1984 | loss: 0.0311456 | val_loss: 0.0311696 | Time: 1369.74 ms [2022-04-24 08:45:17 main:574] : INFO : Epoch 1985 | loss: 0.0311428 | val_loss: 0.0311687 | Time: 1395.48 ms [2022-04-24 08:45:19 main:574] : INFO : Epoch 1986 | loss: 0.0311424 | val_loss: 0.0311638 | Time: 1405.66 ms [2022-04-24 08:45:20 main:574] : INFO : Epoch 1987 | loss: 0.0311408 | val_loss: 0.031169 | Time: 1393.27 ms [2022-04-24 08:45:22 main:574] : INFO : Epoch 1988 | loss: 0.0311412 | val_loss: 0.0311633 | Time: 1429.98 ms [2022-04-24 08:45:23 main:574] : INFO : Epoch 1989 | loss: 0.0311405 | val_loss: 0.0311625 | Time: 1348.88 ms [2022-04-24 08:45:24 main:574] : INFO : Epoch 1990 | loss: 0.0311406 | val_loss: 0.0311619 | Time: 1352.35 ms [2022-04-24 08:45:26 main:574] : INFO : Epoch 1991 | loss: 0.0311408 | val_loss: 0.0311693 | Time: 1406.86 ms [2022-04-24 08:45:27 main:574] : INFO : Epoch 1992 | loss: 0.0311406 | val_loss: 0.0311706 | Time: 1393.2 ms [2022-04-24 08:45:29 main:574] : INFO : Epoch 1993 | loss: 0.0311406 | val_loss: 0.0311621 | Time: 1399.53 ms [2022-04-24 08:45:30 main:574] : INFO : Epoch 1994 | loss: 0.0311385 | val_loss: 0.0311655 | Time: 1402.18 ms [2022-04-24 08:45:31 main:574] : INFO : Epoch 1995 | loss: 0.0311391 | val_loss: 0.0311681 | Time: 1405.22 ms [2022-04-24 08:45:33 main:574] : INFO : Epoch 1996 | loss: 0.0311361 | val_loss: 0.0311653 | Time: 1416.66 ms [2022-04-24 08:45:34 main:574] : INFO : Epoch 1997 | loss: 0.0311345 | val_loss: 0.0311641 | Time: 1411.67 ms [2022-04-24 08:45:36 main:574] : INFO : Epoch 1998 | loss: 0.0311351 | val_loss: 0.0311652 | Time: 1396.02 ms [2022-04-24 08:45:37 main:574] : INFO : Epoch 1999 | loss: 0.0311357 | val_loss: 0.0311626 | Time: 1390.21 ms [2022-04-24 08:45:38 main:574] : INFO : Epoch 2000 | loss: 0.031139 | val_loss: 0.0311634 | Time: 1401.55 ms [2022-04-24 08:45:40 main:574] : INFO : Epoch 2001 | loss: 0.0311375 | val_loss: 0.0311684 | Time: 1480.48 ms [2022-04-24 08:45:41 main:574] : INFO : Epoch 2002 | loss: 0.0311379 | val_loss: 0.0311671 | Time: 1468.84 ms [2022-04-24 08:45:43 main:574] : INFO : Epoch 2003 | loss: 0.0311359 | val_loss: 0.0311655 | Time: 1363.21 ms [2022-04-24 08:45:44 main:574] : INFO : Epoch 2004 | loss: 0.0311355 | val_loss: 0.0311624 | Time: 1449.69 ms [2022-04-24 08:45:46 main:574] : INFO : Epoch 2005 | loss: 0.031135 | val_loss: 0.0311696 | Time: 1454.17 ms [2022-04-24 08:45:47 main:574] : INFO : Epoch 2006 | loss: 0.0311347 | val_loss: 0.0311626 | Time: 1447.46 ms [2022-04-24 08:45:49 main:574] : INFO : Epoch 2007 | loss: 0.0311336 | val_loss: 0.0311644 | Time: 1391.09 ms [2022-04-24 08:45:50 main:574] : INFO : Epoch 2008 | loss: 0.0311344 | val_loss: 0.0311642 | Time: 1394.59 ms [2022-04-24 08:45:51 main:574] : INFO : Epoch 2009 | loss: 0.0311332 | val_loss: 0.0311677 | Time: 1361.03 ms [2022-04-24 08:45:53 main:574] : INFO : Epoch 2010 | loss: 0.0311341 | val_loss: 0.0311663 | Time: 1372.98 ms [2022-04-24 08:45:54 main:574] : INFO : Epoch 2011 | loss: 0.0311361 | val_loss: 0.0311633 | Time: 1406.06 ms [2022-04-24 08:45:56 main:574] : INFO : Epoch 2012 | loss: 0.0311381 | val_loss: 0.0311736 | Time: 1394.64 ms [2022-04-24 08:45:57 main:574] : INFO : Epoch 2013 | loss: 0.0311385 | val_loss: 0.0311616 | Time: 1389.45 ms [2022-04-24 08:45:58 main:574] : INFO : Epoch 2014 | loss: 0.0311346 | val_loss: 0.0311757 | Time: 1381.34 ms [2022-04-24 08:46:00 main:574] : INFO : Epoch 2015 | loss: 0.031136 | val_loss: 0.0311665 | Time: 1376.65 ms [2022-04-24 08:46:01 main:574] : INFO : Epoch 2016 | loss: 0.031135 | val_loss: 0.0311625 | Time: 1385.53 ms [2022-04-24 08:46:03 main:574] : INFO : Epoch 2017 | loss: 0.031137 | val_loss: 0.0311643 | Time: 1390.16 ms [2022-04-24 08:46:04 main:574] : INFO : Epoch 2018 | loss: 0.0311365 | val_loss: 0.0311669 | Time: 1405.61 ms [2022-04-24 08:46:05 main:574] : INFO : Epoch 2019 | loss: 0.0311331 | val_loss: 0.0311632 | Time: 1402.88 ms [2022-04-24 08:46:07 main:574] : INFO : Epoch 2020 | loss: 0.0311341 | val_loss: 0.0311631 | Time: 1396.65 ms [2022-04-24 08:46:08 main:574] : INFO : Epoch 2021 | loss: 0.0311356 | val_loss: 0.0311657 | Time: 1378.66 ms [2022-04-24 08:46:10 main:574] : INFO : Epoch 2022 | loss: 0.0311339 | val_loss: 0.0311652 | Time: 1399.52 ms [2022-04-24 08:46:11 main:574] : INFO : Epoch 2023 | loss: 0.0311354 | val_loss: 0.0311625 | Time: 1401.53 ms [2022-04-24 08:46:12 main:574] : INFO : Epoch 2024 | loss: 0.0311376 | val_loss: 0.0311636 | Time: 1382.89 ms [2022-04-24 08:46:14 main:574] : INFO : Epoch 2025 | loss: 0.0311371 | val_loss: 0.0311658 | Time: 1407.36 ms [2022-04-24 08:46:15 main:574] : INFO : Epoch 2026 | loss: 0.0311383 | val_loss: 0.0311615 | Time: 1408.74 ms [2022-04-24 08:46:17 main:574] : INFO : Epoch 2027 | loss: 0.0311421 | val_loss: 0.0311644 | Time: 1378 ms [2022-04-24 08:46:18 main:574] : INFO : Epoch 2028 | loss: 0.0311404 | val_loss: 0.0311621 | Time: 1410.21 ms [2022-04-24 08:46:19 main:574] : INFO : Epoch 2029 | loss: 0.0311383 | val_loss: 0.0311603 | Time: 1389.92 ms [2022-04-24 08:46:21 main:574] : INFO : Epoch 2030 | loss: 0.0311382 | val_loss: 0.031164 | Time: 1378.95 ms [2022-04-24 08:46:22 main:574] : INFO : Epoch 2031 | loss: 0.0311387 | val_loss: 0.0311653 | Time: 1401.88 ms [2022-04-24 08:46:24 main:574] : INFO : Epoch 2032 | loss: 0.0311382 | val_loss: 0.0311601 | Time: 1394.79 ms [2022-04-24 08:46:25 main:574] : INFO : Epoch 2033 | loss: 0.0311407 | val_loss: 0.0311593 | Time: 1416.77 ms [2022-04-24 08:46:27 main:574] : INFO : Epoch 2034 | loss: 0.0311383 | val_loss: 0.0311583 | Time: 1392.44 ms [2022-04-24 08:46:28 main:574] : INFO : Epoch 2035 | loss: 0.0311369 | val_loss: 0.0311572 | Time: 1386.17 ms [2022-04-24 08:46:29 main:574] : INFO : Epoch 2036 | loss: 0.0311348 | val_loss: 0.0311578 | Time: 1390.22 ms [2022-04-24 08:46:31 main:574] : INFO : Epoch 2037 | loss: 0.0311363 | val_loss: 0.0311589 | Time: 1384.5 ms [2022-04-24 08:46:32 main:574] : INFO : Epoch 2038 | loss: 0.0311359 | val_loss: 0.0311591 | Time: 1392.82 ms [2022-04-24 08:46:34 main:574] : INFO : Epoch 2039 | loss: 0.0311355 | val_loss: 0.0311632 | Time: 1424.85 ms [2022-04-24 08:46:35 main:574] : INFO : Epoch 2040 | loss: 0.0311366 | val_loss: 0.0311626 | Time: 1389.15 ms [2022-04-24 08:46:36 main:574] : INFO : Epoch 2041 | loss: 0.031136 | val_loss: 0.0311613 | Time: 1405.78 ms [2022-04-24 08:46:38 main:574] : INFO : Epoch 2042 | loss: 0.0311355 | val_loss: 0.0311627 | Time: 1381.66 ms [2022-04-24 08:46:39 main:574] : INFO : Epoch 2043 | loss: 0.0311372 | val_loss: 0.0311656 | Time: 1400.09 ms [2022-04-24 08:46:41 main:574] : INFO : Epoch 2044 | loss: 0.0311366 | val_loss: 0.0311583 | Time: 1403.46 ms [2022-04-24 08:46:42 main:574] : INFO : Epoch 2045 | loss: 0.0311355 | val_loss: 0.0311605 | Time: 1443.66 ms [2022-04-24 08:46:43 main:574] : INFO : Epoch 2046 | loss: 0.0311345 | val_loss: 0.0311611 | Time: 1418.78 ms [2022-04-24 08:46:45 main:574] : INFO : Epoch 2047 | loss: 0.0311337 | val_loss: 0.0311645 | Time: 1437.51 ms [2022-04-24 08:46:46 main:574] : INFO : Epoch 2048 | loss: 0.0311339 | val_loss: 0.0311648 | Time: 1424.62 ms [2022-04-24 08:46:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311648 [2022-04-24 08:46:46 main:603] : INFO : Saving end state to config to file [2022-04-24 08:46:46 main:608] : INFO : Success, exiting.. 08:46:46 (76952): 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)