Task 14553047
| Name | ParityModified-1647047989-20641-2-0_0 |
| Workunit | 11576517 |
| Created | 9 Apr 2022, 10:54:52 UTC |
| Sent | 11 Apr 2022, 0:00:12 UTC |
| Report deadline | 19 Apr 2022, 0:00:12 UTC |
| Received | 11 Apr 2022, 10:11:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8850 |
| Run time | 50 min 38 sec |
| CPU time | 42 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311372 | val_loss: 0.031149 | Time: 1500.5 ms
[2022-04-11 10:56:01 main:574] : INFO : Epoch 1543 | loss: 0.0311363 | val_loss: 0.0311512 | Time: 1356.47 ms
[2022-04-11 10:56:03 main:574] : INFO : Epoch 1544 | loss: 0.0311333 | val_loss: 0.0311479 | Time: 1529.54 ms
[2022-04-11 10:56:04 main:574] : INFO : Epoch 1545 | loss: 0.0311328 | val_loss: 0.031148 | Time: 1502.21 ms
[2022-04-11 10:56:06 main:574] : INFO : Epoch 1546 | loss: 0.0311325 | val_loss: 0.0311515 | Time: 1373.22 ms
[2022-04-11 10:56:07 main:574] : INFO : Epoch 1547 | loss: 0.0311323 | val_loss: 0.0311504 | Time: 1448.41 ms
[2022-04-11 10:56:09 main:574] : INFO : Epoch 1548 | loss: 0.0311324 | val_loss: 0.0311514 | Time: 1513.51 ms
[2022-04-11 10:56:10 main:574] : INFO : Epoch 1549 | loss: 0.0311334 | val_loss: 0.0311513 | Time: 1432.8 ms
[2022-04-11 10:56:12 main:574] : INFO : Epoch 1550 | loss: 0.0311324 | val_loss: 0.0311499 | Time: 1451.46 ms
[2022-04-11 10:56:13 main:574] : INFO : Epoch 1551 | loss: 0.0311312 | val_loss: 0.0311557 | Time: 1409.37 ms
[2022-04-11 10:56:15 main:574] : INFO : Epoch 1552 | loss: 0.0311354 | val_loss: 0.0311515 | Time: 1482.65 ms
[2022-04-11 10:56:16 main:574] : INFO : Epoch 1553 | loss: 0.0311355 | val_loss: 0.0311564 | Time: 1485.93 ms
[2022-04-11 10:56:18 main:574] : INFO : Epoch 1554 | loss: 0.0311352 | val_loss: 0.031152 | Time: 1480.51 ms
[2022-04-11 10:56:19 main:574] : INFO : Epoch 1555 | loss: 0.0311347 | val_loss: 0.03115 | Time: 1495.85 ms
[2022-04-11 10:56:21 main:574] : INFO : Epoch 1556 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 1510.26 ms
[2022-04-11 10:56:22 main:574] : INFO : Epoch 1557 | loss: 0.0311338 | val_loss: 0.0311523 | Time: 1493.21 ms
[2022-04-11 10:56:23 main:574] : INFO : Epoch 1558 | loss: 0.0311316 | val_loss: 0.0311506 | Time: 1396.27 ms
[2022-04-11 10:56:25 main:574] : INFO : Epoch 1559 | loss: 0.031134 | val_loss: 0.0311489 | Time: 1364.51 ms
[2022-04-11 10:56:26 main:574] : INFO : Epoch 1560 | loss: 0.0311326 | val_loss: 0.0311456 | Time: 1452.56 ms
[2022-04-11 10:56:28 main:574] : INFO : Epoch 1561 | loss: 0.0311353 | val_loss: 0.0311477 | Time: 1457.7 ms
[2022-04-11 10:56:29 main:574] : INFO : Epoch 1562 | loss: 0.031135 | val_loss: 0.0311505 | Time: 1491.81 ms
[2022-04-11 10:56:31 main:574] : INFO : Epoch 1563 | loss: 0.031138 | val_loss: 0.0311474 | Time: 1416.77 ms
[2022-04-11 10:56:32 main:574] : INFO : Epoch 1564 | loss: 0.0311346 | val_loss: 0.0311492 | Time: 1428.62 ms
[2022-04-11 10:56:34 main:574] : INFO : Epoch 1565 | loss: 0.0311372 | val_loss: 0.0311451 | Time: 1534.17 ms
[2022-04-11 10:56:35 main:574] : INFO : Epoch 1566 | loss: 0.0311353 | val_loss: 0.0311487 | Time: 1398.33 ms
[2022-04-11 10:56:37 main:574] : INFO : Epoch 1567 | loss: 0.0311397 | val_loss: 0.0311519 | Time: 1545.01 ms
[2022-04-11 10:56:38 main:574] : INFO : Epoch 1568 | loss: 0.0311379 | val_loss: 0.0311472 | Time: 1419.42 ms
[2022-04-11 10:56:39 main:574] : INFO : Epoch 1569 | loss: 0.0311371 | val_loss: 0.0311473 | Time: 1378.22 ms
[2022-04-11 10:56:41 main:574] : INFO : Epoch 1570 | loss: 0.0311372 | val_loss: 0.0311465 | Time: 1341.59 ms
[2022-04-11 10:56:42 main:574] : INFO : Epoch 1571 | loss: 0.0311357 | val_loss: 0.0311534 | Time: 1424.56 ms
[2022-04-11 10:56:44 main:574] : INFO : Epoch 1572 | loss: 0.0311362 | val_loss: 0.0311446 | Time: 1501.45 ms
[2022-04-11 10:56:45 main:574] : INFO : Epoch 1573 | loss: 0.0311337 | val_loss: 0.031147 | Time: 1501.33 ms
[2022-04-11 10:56:47 main:574] : INFO : Epoch 1574 | loss: 0.0311333 | val_loss: 0.0311469 | Time: 1508.52 ms
[2022-04-11 10:56:48 main:574] : INFO : Epoch 1575 | loss: 0.0311327 | val_loss: 0.0311448 | Time: 1486.96 ms
[2022-04-11 10:56:50 main:574] : INFO : Epoch 1576 | loss: 0.0311329 | val_loss: 0.0311482 | Time: 1506.49 ms
[2022-04-11 10:56:51 main:574] : INFO : Epoch 1577 | loss: 0.0311336 | val_loss: 0.0311451 | Time: 1400.83 ms
[2022-04-11 10:56:53 main:574] : INFO : Epoch 1578 | loss: 0.0311321 | val_loss: 0.0311466 | Time: 1335.87 ms
[2022-04-11 10:56:54 main:574] : INFO : Epoch 1579 | loss: 0.0311334 | val_loss: 0.0311486 | Time: 1533.44 ms
[2022-04-11 10:56:55 main:574] : INFO : Epoch 1580 | loss: 0.0311379 | val_loss: 0.0311499 | Time: 1397.97 ms
[2022-04-11 10:56:57 main:574] : INFO : Epoch 1581 | loss: 0.0311325 | val_loss: 0.0311461 | Time: 1425.97 ms
[2022-04-11 10:56:58 main:574] : INFO : Epoch 1582 | loss: 0.0311323 | val_loss: 0.0311459 | Time: 1492.88 ms
[2022-04-11 10:57:00 main:574] : INFO : Epoch 1583 | loss: 0.0311299 | val_loss: 0.0311449 | Time: 1527.37 ms
[2022-04-11 10:57:01 main:574] : INFO : Epoch 1584 | loss: 0.0311298 | val_loss: 0.0311451 | Time: 1410.53 ms
[2022-04-11 10:57:03 main:574] : INFO : Epoch 1585 | loss: 0.0311298 | val_loss: 0.0311452 | Time: 1561.88 ms
[2022-04-11 10:57:04 main:574] : INFO : Epoch 1586 | loss: 0.0311296 | val_loss: 0.0311439 | Time: 1420.43 ms
[2022-04-11 10:57:06 main:574] : INFO : Epoch 1587 | loss: 0.0311308 | val_loss: 0.0311507 | Time: 1528.42 ms
[2022-04-11 10:57:08 main:574] : INFO : Epoch 1588 | loss: 0.0311329 | val_loss: 0.0311464 | Time: 1548.69 ms
[2022-04-11 10:57:09 main:574] : INFO : Epoch 1589 | loss: 0.0311305 | val_loss: 0.0311504 | Time: 1440.23 ms
[2022-04-11 10:57:10 main:574] : INFO : Epoch 1590 | loss: 0.0311312 | val_loss: 0.0311511 | Time: 1348.48 ms
[2022-04-11 10:57:12 main:574] : INFO : Epoch 1591 | loss: 0.03113 | val_loss: 0.0311448 | Time: 1397.91 ms
[2022-04-11 10:57:13 main:574] : INFO : Epoch 1592 | loss: 0.0311332 | val_loss: 0.0311504 | Time: 1374.79 ms
[2022-04-11 10:57:15 main:574] : INFO : Epoch 1593 | loss: 0.0311322 | val_loss: 0.0311468 | Time: 1488.05 ms
[2022-04-11 10:57:16 main:574] : INFO : Epoch 1594 | loss: 0.0311297 | val_loss: 0.0311483 | Time: 1470.17 ms
[2022-04-11 10:57:18 main:574] : INFO : Epoch 1595 | loss: 0.031131 | val_loss: 0.0311491 | Time: 1502.8 ms
[2022-04-11 10:57:19 main:574] : INFO : Epoch 1596 | loss: 0.0311322 | val_loss: 0.0311435 | Time: 1525.68 ms
[2022-04-11 10:57:21 main:574] : INFO : Epoch 1597 | loss: 0.0311315 | val_loss: 0.0311453 | Time: 1465.77 ms
[2022-04-11 10:57:22 main:574] : INFO : Epoch 1598 | loss: 0.0311308 | val_loss: 0.031146 | Time: 1353.7 ms
[2022-04-11 10:57:23 main:574] : INFO : Epoch 1599 | loss: 0.0311328 | val_loss: 0.0311454 | Time: 1381.22 ms
[2022-04-11 10:57:25 main:574] : INFO : Epoch 1600 | loss: 0.031132 | val_loss: 0.0311448 | Time: 1377.84 ms
[2022-04-11 10:57:26 main:574] : INFO : Epoch 1601 | loss: 0.0311316 | val_loss: 0.0311465 | Time: 1494.2 ms
[2022-04-11 10:57:28 main:574] : INFO : Epoch 1602 | loss: 0.0311318 | val_loss: 0.0311469 | Time: 1470.09 ms
[2022-04-11 10:57:29 main:574] : INFO : Epoch 1603 | loss: 0.0311315 | val_loss: 0.0311524 | Time: 1471.01 ms
[2022-04-11 10:57:31 main:574] : INFO : Epoch 1604 | loss: 0.0311333 | val_loss: 0.0311472 | Time: 1512.92 ms
[2022-04-11 10:57:32 main:574] : INFO : Epoch 1605 | loss: 0.031131 | val_loss: 0.0311494 | Time: 1503.49 ms
[2022-04-11 10:57:34 main:574] : INFO : Epoch 1606 | loss: 0.0311314 | val_loss: 0.0311506 | Time: 1470.01 ms
[2022-04-11 10:57:35 main:574] : INFO : Epoch 1607 | loss: 0.0311403 | val_loss: 0.0311523 | Time: 1433.16 ms
[2022-04-11 10:57:37 main:574] : INFO : Epoch 1608 | loss: 0.0311411 | val_loss: 0.0311471 | Time: 1397.98 ms
[2022-04-11 10:57:38 main:574] : INFO : Epoch 1609 | loss: 0.0311425 | val_loss: 0.031156 | Time: 1417.26 ms
[2022-04-11 10:57:39 main:574] : INFO : Epoch 1610 | loss: 0.0311441 | val_loss: 0.031148 | Time: 1398.77 ms
[2022-04-11 10:57:41 main:574] : INFO : Epoch 1611 | loss: 0.0311409 | val_loss: 0.0311491 | Time: 1440.88 ms
[2022-04-11 10:57:42 main:574] : INFO : Epoch 1612 | loss: 0.031141 | val_loss: 0.0311516 | Time: 1520.92 ms
[2022-04-11 10:57:44 main:574] : INFO : Epoch 1613 | loss: 0.031142 | val_loss: 0.0311544 | Time: 1417.9 ms
[2022-04-11 10:57:45 main:574] : INFO : Epoch 1614 | loss: 0.0311475 | val_loss: 0.0311472 | Time: 1373.09 ms
[2022-04-11 10:57:47 main:574] : INFO : Epoch 1615 | loss: 0.031143 | val_loss: 0.0311475 | Time: 1542.34 ms
[2022-04-11 10:57:48 main:574] : INFO : Epoch 1616 | loss: 0.0311408 | val_loss: 0.0311458 | Time: 1478.55 ms
[2022-04-11 10:57:50 main:574] : INFO : Epoch 1617 | loss: 0.0311528 | val_loss: 0.0311663 | Time: 1515.77 ms
[2022-04-11 10:57:51 main:574] : INFO : Epoch 1618 | loss: 0.0311798 | val_loss: 0.0311979 | Time: 1387.1 ms
[2022-04-11 10:57:53 main:574] : INFO : Epoch 1619 | loss: 0.0311868 | val_loss: 0.031189 | Time: 1530.95 ms
[2022-04-11 10:57:54 main:574] : INFO : Epoch 1620 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 1555.52 ms
[2022-04-11 10:57:56 main:574] : INFO : Epoch 1621 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 1497.01 ms
[2022-04-11 10:57:57 main:574] : INFO : Epoch 1622 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 1440.23 ms
[2022-04-11 10:57:59 main:574] : INFO : Epoch 1623 | loss: 0.0311754 | val_loss: 0.03118 | Time: 1343.73 ms
[2022-04-11 10:58:00 main:574] : INFO : Epoch 1624 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 1524.44 ms
[2022-04-11 10:58:02 main:574] : INFO : Epoch 1625 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 1426.54 ms
[2022-04-11 10:58:03 main:574] : INFO : Epoch 1626 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1402.89 ms
[2022-04-11 10:58:05 main:574] : INFO : Epoch 1627 | loss: 0.0311704 | val_loss: 0.031175 | Time: 1496.18 ms
[2022-04-11 10:58:06 main:574] : INFO : Epoch 1628 | loss: 0.0311698 | val_loss: 0.0311734 | Time: 1411.66 ms
[2022-04-11 10:58:08 main:574] : INFO : Epoch 1629 | loss: 0.0311685 | val_loss: 0.0311724 | Time: 1493.52 ms
[2022-04-11 10:58:09 main:574] : INFO : Epoch 1630 | loss: 0.031168 | val_loss: 0.0311713 | Time: 1477.45 ms
[2022-04-11 10:58:11 main:574] : INFO : Epoch 1631 | loss: 0.0311673 | val_loss: 0.0311694 | Time: 1469.9 ms
[2022-04-11 10:58:12 main:574] : INFO : Epoch 1632 | loss: 0.0311667 | val_loss: 0.0311685 | Time: 1472.04 ms
[2022-04-11 10:58:14 main:574] : INFO : Epoch 1633 | loss: 0.031165 | val_loss: 0.0311693 | Time: 1510.85 ms
[2022-04-11 10:58:15 main:574] : INFO : Epoch 1634 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 1521.28 ms
[2022-04-11 10:58:17 main:574] : INFO : Epoch 1635 | loss: 0.0311638 | val_loss: 0.0311675 | Time: 1530.38 ms
[2022-04-11 10:58:18 main:574] : INFO : Epoch 1636 | loss: 0.0311652 | val_loss: 0.0311692 | Time: 1456.37 ms
[2022-04-11 10:58:20 main:574] : INFO : Epoch 1637 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 1414.37 ms
[2022-04-11 10:58:21 main:574] : INFO : Epoch 1638 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 1449.83 ms
[2022-04-11 10:58:23 main:574] : INFO : Epoch 1639 | loss: 0.0311676 | val_loss: 0.03117 | Time: 1510.18 ms
[2022-04-11 10:58:24 main:574] : INFO : Epoch 1640 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 1456.5 ms
[2022-04-11 10:58:25 main:574] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.0311711 | Time: 1439.72 ms
[2022-04-11 10:58:27 main:574] : INFO : Epoch 1642 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 1551.9 ms
[2022-04-11 10:58:29 main:574] : INFO : Epoch 1643 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 1466.39 ms
[2022-04-11 10:58:30 main:574] : INFO : Epoch 1644 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 1441.7 ms
[2022-04-11 10:58:31 main:574] : INFO : Epoch 1645 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 1408.87 ms
[2022-04-11 10:58:33 main:574] : INFO : Epoch 1646 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 1452.07 ms
[2022-04-11 10:58:34 main:574] : INFO : Epoch 1647 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1503.39 ms
[2022-04-11 10:58:36 main:574] : INFO : Epoch 1648 | loss: 0.0311727 | val_loss: 0.0311776 | Time: 1382.14 ms
[2022-04-11 10:58:37 main:574] : INFO : Epoch 1649 | loss: 0.0311776 | val_loss: 0.0311738 | Time: 1358.15 ms
[2022-04-11 10:58:39 main:574] : INFO : Epoch 1650 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 1445.87 ms
[2022-04-11 10:58:40 main:574] : INFO : Epoch 1651 | loss: 0.0311862 | val_loss: 0.0311852 | Time: 1471.44 ms
[2022-04-11 10:58:41 main:574] : INFO : Epoch 1652 | loss: 0.0311873 | val_loss: 0.031187 | Time: 1379.23 ms
[2022-04-11 10:58:43 main:574] : INFO : Epoch 1653 | loss: 0.031186 | val_loss: 0.0311833 | Time: 1387.21 ms
[2022-04-11 10:58:44 main:574] : INFO : Epoch 1654 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 1487.71 ms
[2022-04-11 10:58:46 main:574] : INFO : Epoch 1655 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 1329.74 ms
[2022-04-11 10:58:47 main:574] : INFO : Epoch 1656 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 1423.43 ms
[2022-04-11 10:58:49 main:574] : INFO : Epoch 1657 | loss: 0.031182 | val_loss: 0.0311788 | Time: 1490.77 ms
[2022-04-11 10:58:50 main:574] : INFO : Epoch 1658 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 1520.06 ms
[2022-04-11 10:58:52 main:574] : INFO : Epoch 1659 | loss: 0.0311812 | val_loss: 0.0311789 | Time: 1409.65 ms
[2022-04-11 10:58:53 main:574] : INFO : Epoch 1660 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 1325.44 ms
[2022-04-11 10:58:54 main:574] : INFO : Epoch 1661 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 1334.41 ms
[2022-04-11 10:58:56 main:574] : INFO : Epoch 1662 | loss: 0.0311796 | val_loss: 0.0311779 | Time: 1441.07 ms
[2022-04-11 10:58:57 main:574] : INFO : Epoch 1663 | loss: 0.0311791 | val_loss: 0.0311787 | Time: 1515.55 ms
[2022-04-11 10:58:59 main:574] : INFO : Epoch 1664 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 1472.76 ms
[2022-04-11 10:59:00 main:574] : INFO : Epoch 1665 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 1395.17 ms
[2022-04-11 10:59:02 main:574] : INFO : Epoch 1666 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 1471.78 ms
[2022-04-11 10:59:03 main:574] : INFO : Epoch 1667 | loss: 0.0311786 | val_loss: 0.0311784 | Time: 1535.47 ms
[2022-04-11 10:59:05 main:574] : INFO : Epoch 1668 | loss: 0.0311781 | val_loss: 0.0311775 | Time: 1392.03 ms
[2022-04-11 10:59:06 main:574] : INFO : Epoch 1669 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 1456.4 ms
[2022-04-11 10:59:08 main:574] : INFO : Epoch 1670 | loss: 0.031179 | val_loss: 0.031179 | Time: 1508.39 ms
[2022-04-11 10:59:09 main:574] : INFO : Epoch 1671 | loss: 0.031177 | val_loss: 0.0311777 | Time: 1430.45 ms
[2022-04-11 10:59:10 main:574] : INFO : Epoch 1672 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 1342.58 ms
[2022-04-11 10:59:12 main:574] : INFO : Epoch 1673 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 1507.2 ms
[2022-04-11 10:59:13 main:574] : INFO : Epoch 1674 | loss: 0.0311774 | val_loss: 0.031179 | Time: 1403.04 ms
[2022-04-11 10:59:15 main:574] : INFO : Epoch 1675 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 1455.59 ms
[2022-04-11 10:59:16 main:574] : INFO : Epoch 1676 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 1492.18 ms
[2022-04-11 10:59:18 main:574] : INFO : Epoch 1677 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 1433.06 ms
[2022-04-11 10:59:19 main:574] : INFO : Epoch 1678 | loss: 0.0311763 | val_loss: 0.0311752 | Time: 1408.01 ms
[2022-04-11 10:59:21 main:574] : INFO : Epoch 1679 | loss: 0.0311756 | val_loss: 0.0311753 | Time: 1399.7 ms
[2022-04-11 10:59:22 main:574] : INFO : Epoch 1680 | loss: 0.0311753 | val_loss: 0.0311726 | Time: 1488.99 ms
[2022-04-11 10:59:24 main:574] : INFO : Epoch 1681 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 1514.96 ms
[2022-04-11 10:59:25 main:574] : INFO : Epoch 1682 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 1468.9 ms
[2022-04-11 10:59:27 main:574] : INFO : Epoch 1683 | loss: 0.0311744 | val_loss: 0.031175 | Time: 1482.44 ms
[2022-04-11 10:59:28 main:574] : INFO : Epoch 1684 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 1443.78 ms
[2022-04-11 10:59:29 main:574] : INFO : Epoch 1685 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 1427.56 ms
[2022-04-11 10:59:31 main:574] : INFO : Epoch 1686 | loss: 0.0311746 | val_loss: 0.031177 | Time: 1501.36 ms
[2022-04-11 10:59:33 main:574] : INFO : Epoch 1687 | loss: 0.0311745 | val_loss: 0.0311767 | Time: 1513.24 ms
[2022-04-11 10:59:34 main:574] : INFO : Epoch 1688 | loss: 0.0311734 | val_loss: 0.031176 | Time: 1508.25 ms
[2022-04-11 10:59:35 main:574] : INFO : Epoch 1689 | loss: 0.0311748 | val_loss: 0.0311749 | Time: 1385.77 ms
[2022-04-11 10:59:37 main:574] : INFO : Epoch 1690 | loss: 0.0311754 | val_loss: 0.0311742 | Time: 1489.91 ms
[2022-04-11 10:59:39 main:574] : INFO : Epoch 1691 | loss: 0.0311743 | val_loss: 0.0311733 | Time: 1511.41 ms
[2022-04-11 10:59:40 main:574] : INFO : Epoch 1692 | loss: 0.0311729 | val_loss: 0.0311741 | Time: 1449.09 ms
[2022-04-11 10:59:41 main:574] : INFO : Epoch 1693 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1416.43 ms
[2022-04-11 10:59:43 main:574] : INFO : Epoch 1694 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1518.06 ms
[2022-04-11 10:59:44 main:574] : INFO : Epoch 1695 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 1366 ms
[2022-04-11 10:59:46 main:574] : INFO : Epoch 1696 | loss: 0.0311738 | val_loss: 0.0311764 | Time: 1367.18 ms
[2022-04-11 10:59:47 main:574] : INFO : Epoch 1697 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 1531.12 ms
[2022-04-11 10:59:49 main:574] : INFO : Epoch 1698 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 1474.16 ms
[2022-04-11 10:59:50 main:574] : INFO : Epoch 1699 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 1630.68 ms
[2022-04-11 10:59:52 main:574] : INFO : Epoch 1700 | loss: 0.0311749 | val_loss: 0.0311763 | Time: 1527.99 ms
[2022-04-11 10:59:53 main:574] : INFO : Epoch 1701 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 1425.88 ms
[2022-04-11 10:59:55 main:574] : INFO : Epoch 1702 | loss: 0.0311744 | val_loss: 0.031173 | Time: 1513.28 ms
[2022-04-11 10:59:56 main:574] : INFO : Epoch 1703 | loss: 0.0311735 | val_loss: 0.0311739 | Time: 1410.39 ms
[2022-04-11 10:59:58 main:574] : INFO : Epoch 1704 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 1341.18 ms
[2022-04-11 10:59:59 main:574] : INFO : Epoch 1705 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 1494.31 ms
[2022-04-11 11:00:01 main:574] : INFO : Epoch 1706 | loss: 0.0311725 | val_loss: 0.0311733 | Time: 1508.37 ms
[2022-04-11 11:00:02 main:574] : INFO : Epoch 1707 | loss: 0.0311722 | val_loss: 0.031177 | Time: 1553.07 ms
[2022-04-11 11:00:04 main:574] : INFO : Epoch 1708 | loss: 0.0311741 | val_loss: 0.0311745 | Time: 1463.52 ms
[2022-04-11 11:00:05 main:574] : INFO : Epoch 1709 | loss: 0.0311718 | val_loss: 0.0311745 | Time: 1488.3 ms
[2022-04-11 11:00:07 main:574] : INFO : Epoch 1710 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 1446.49 ms
[2022-04-11 11:00:08 main:574] : INFO : Epoch 1711 | loss: 0.0311709 | val_loss: 0.0311735 | Time: 1368.52 ms
[2022-04-11 11:00:10 main:574] : INFO : Epoch 1712 | loss: 0.031171 | val_loss: 0.0311747 | Time: 1502.54 ms
[2022-04-11 11:00:11 main:574] : INFO : Epoch 1713 | loss: 0.0311709 | val_loss: 0.0311738 | Time: 1490.93 ms
[2022-04-11 11:00:13 main:574] : INFO : Epoch 1714 | loss: 0.0311699 | val_loss: 0.031174 | Time: 1527.13 ms
[2022-04-11 11:00:14 main:574] : INFO : Epoch 1715 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 1524.66 ms
[2022-04-11 11:00:16 main:574] : INFO : Epoch 1716 | loss: 0.0311724 | val_loss: 0.0311739 | Time: 1444.98 ms
[2022-04-11 11:00:17 main:574] : INFO : Epoch 1717 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 1507.59 ms
[2022-04-11 11:00:19 main:574] : INFO : Epoch 1718 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 1444.59 ms
[2022-04-11 11:00:20 main:574] : INFO : Epoch 1719 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 1504.69 ms
[2022-04-11 11:00:22 main:574] : INFO : Epoch 1720 | loss: 0.0311728 | val_loss: 0.0311767 | Time: 1365.36 ms
[2022-04-11 11:00:23 main:574] : INFO : Epoch 1721 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 1547.15 ms
[2022-04-11 11:00:25 main:574] : INFO : Epoch 1722 | loss: 0.0311737 | val_loss: 0.0311821 | Time: 1508.94 ms
[2022-04-11 11:00:26 main:574] : INFO : Epoch 1723 | loss: 0.0311717 | val_loss: 0.0311767 | Time: 1513.09 ms
[2022-04-11 11:00:28 main:574] : INFO : Epoch 1724 | loss: 0.0311718 | val_loss: 0.0311785 | Time: 1463.87 ms
[2022-04-11 11:00:29 main:574] : INFO : Epoch 1725 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 1346.57 ms
[2022-04-11 11:00:31 main:574] : INFO : Epoch 1726 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1417.98 ms
[2022-04-11 11:00:32 main:574] : INFO : Epoch 1727 | loss: 0.0311717 | val_loss: 0.031173 | Time: 1427.83 ms
[2022-04-11 11:00:34 main:574] : INFO : Epoch 1728 | loss: 0.0311713 | val_loss: 0.0311727 | Time: 1466.84 ms
[2022-04-11 11:00:35 main:574] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 1499.7 ms
[2022-04-11 11:00:37 main:574] : INFO : Epoch 1730 | loss: 0.0311723 | val_loss: 0.0311734 | Time: 1497.82 ms
[2022-04-11 11:00:38 main:574] : INFO : Epoch 1731 | loss: 0.0311704 | val_loss: 0.031173 | Time: 1464.48 ms
[2022-04-11 11:00:39 main:574] : INFO : Epoch 1732 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 1358.83 ms
[2022-04-11 11:00:41 main:574] : INFO : Epoch 1733 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 1500.18 ms
[2022-04-11 11:00:42 main:574] : INFO : Epoch 1734 | loss: 0.0311692 | val_loss: 0.0311722 | Time: 1494.51 ms
[2022-04-11 11:00:44 main:574] : INFO : Epoch 1735 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 1480.1 ms
[2022-04-11 11:00:45 main:574] : INFO : Epoch 1736 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 1471.74 ms
[2022-04-11 11:00:47 main:574] : INFO : Epoch 1737 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 1464.99 ms
[2022-04-11 11:00:48 main:574] : INFO : Epoch 1738 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 1334.09 ms
[2022-04-11 11:00:50 main:574] : INFO : Epoch 1739 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 1340.39 ms
[2022-04-11 11:00:51 main:574] : INFO : Epoch 1740 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 1504.45 ms
[2022-04-11 11:00:52 main:574] : INFO : Epoch 1741 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 1333.38 ms
[2022-04-11 11:00:54 main:574] : INFO : Epoch 1742 | loss: 0.031168 | val_loss: 0.031172 | Time: 1509.79 ms
[2022-04-11 11:00:55 main:574] : INFO : Epoch 1743 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 1492.83 ms
[2022-04-11 11:00:57 main:574] : INFO : Epoch 1744 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 1408.84 ms
[2022-04-11 11:00:58 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 1512.41 ms
[2022-04-11 11:01:00 main:574] : INFO : Epoch 1746 | loss: 0.031169 | val_loss: 0.0311736 | Time: 1417.04 ms
[2022-04-11 11:01:01 main:574] : INFO : Epoch 1747 | loss: 0.0311689 | val_loss: 0.031175 | Time: 1501.99 ms
[2022-04-11 11:01:03 main:574] : INFO : Epoch 1748 | loss: 0.0311715 | val_loss: 0.0311735 | Time: 1528.17 ms
[2022-04-11 11:01:04 main:574] : INFO : Epoch 1749 | loss: 0.031172 | val_loss: 0.0311745 | Time: 1364.06 ms
[2022-04-11 11:01:06 main:574] : INFO : Epoch 1750 | loss: 0.0311713 | val_loss: 0.0311757 | Time: 1489.68 ms
[2022-04-11 11:01:07 main:574] : INFO : Epoch 1751 | loss: 0.0311726 | val_loss: 0.0311806 | Time: 1390.31 ms
[2022-04-11 11:01:09 main:574] : INFO : Epoch 1752 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 1389.06 ms
[2022-04-11 11:01:10 main:574] : INFO : Epoch 1753 | loss: 0.0311753 | val_loss: 0.0311779 | Time: 1328.1 ms
[2022-04-11 11:01:11 main:574] : INFO : Epoch 1754 | loss: 0.0311714 | val_loss: 0.031174 | Time: 1473.23 ms
[2022-04-11 11:01:13 main:574] : INFO : Epoch 1755 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1499.6 ms
[2022-04-11 11:01:14 main:574] : INFO : Epoch 1756 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 1371.71 ms
[2022-04-11 11:01:16 main:574] : INFO : Epoch 1757 | loss: 0.031171 | val_loss: 0.0311725 | Time: 1329.75 ms
[2022-04-11 11:01:17 main:574] : INFO : Epoch 1758 | loss: 0.0311702 | val_loss: 0.0311719 | Time: 1452.08 ms
[2022-04-11 11:01:18 main:574] : INFO : Epoch 1759 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1488.55 ms
[2022-04-11 11:01:20 main:574] : INFO : Epoch 1760 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 1481.21 ms
[2022-04-11 11:01:21 main:574] : INFO : Epoch 1761 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 1465.02 ms
[2022-04-11 11:01:23 main:574] : INFO : Epoch 1762 | loss: 0.031168 | val_loss: 0.0311725 | Time: 1528.97 ms
[2022-04-11 11:01:24 main:574] : INFO : Epoch 1763 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1475.31 ms
[2022-04-11 11:01:26 main:574] : INFO : Epoch 1764 | loss: 0.031169 | val_loss: 0.0311727 | Time: 1493.53 ms
[2022-04-11 11:01:27 main:574] : INFO : Epoch 1765 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 1367.15 ms
[2022-04-11 11:01:29 main:574] : INFO : Epoch 1766 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 1358.91 ms
[2022-04-11 11:01:30 main:574] : INFO : Epoch 1767 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 1459.68 ms
[2022-04-11 11:01:32 main:574] : INFO : Epoch 1768 | loss: 0.031169 | val_loss: 0.0311748 | Time: 1346.15 ms
[2022-04-11 11:01:33 main:574] : INFO : Epoch 1769 | loss: 0.03117 | val_loss: 0.0311735 | Time: 1438.25 ms
[2022-04-11 11:01:34 main:574] : INFO : Epoch 1770 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 1495.32 ms
[2022-04-11 11:01:36 main:574] : INFO : Epoch 1771 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 1539.83 ms
[2022-04-11 11:01:37 main:574] : INFO : Epoch 1772 | loss: 0.0311684 | val_loss: 0.031173 | Time: 1415.52 ms
[2022-04-11 11:01:39 main:574] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.0311732 | Time: 1459.41 ms
[2022-04-11 11:01:40 main:574] : INFO : Epoch 1774 | loss: 0.0311671 | val_loss: 0.0311731 | Time: 1453 ms
[2022-04-11 11:01:42 main:574] : INFO : Epoch 1775 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 1425.69 ms
[2022-04-11 11:01:43 main:574] : INFO : Epoch 1776 | loss: 0.0311676 | val_loss: 0.0311754 | Time: 1483.46 ms
[2022-04-11 11:01:45 main:574] : INFO : Epoch 1777 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 1485.49 ms
[2022-04-11 11:01:46 main:574] : INFO : Epoch 1778 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 1546.76 ms
[2022-04-11 11:01:48 main:574] : INFO : Epoch 1779 | loss: 0.031171 | val_loss: 0.0311754 | Time: 1491.83 ms
[2022-04-11 11:01:49 main:574] : INFO : Epoch 1780 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 1458.38 ms
[2022-04-11 11:01:51 main:574] : INFO : Epoch 1781 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 1503.58 ms
[2022-04-11 11:01:52 main:574] : INFO : Epoch 1782 | loss: 0.0311728 | val_loss: 0.0311776 | Time: 1501.24 ms
[2022-04-11 11:01:54 main:574] : INFO : Epoch 1783 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 1330.2 ms
[2022-04-11 11:01:55 main:574] : INFO : Epoch 1784 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 1509.51 ms
[2022-04-11 11:01:57 main:574] : INFO : Epoch 1785 | loss: 0.0311762 | val_loss: 0.0311837 | Time: 1518.57 ms
[2022-04-11 11:01:58 main:574] : INFO : Epoch 1786 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 1456.81 ms
[2022-04-11 11:02:00 main:574] : INFO : Epoch 1787 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 1360.78 ms
[2022-04-11 11:02:01 main:574] : INFO : Epoch 1788 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 1499.55 ms
[2022-04-11 11:02:03 main:574] : INFO : Epoch 1789 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 1495.35 ms
[2022-04-11 11:02:04 main:574] : INFO : Epoch 1790 | loss: 0.0311706 | val_loss: 0.0311745 | Time: 1517.36 ms
[2022-04-11 11:02:06 main:574] : INFO : Epoch 1791 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 1492.31 ms
[2022-04-11 11:02:07 main:574] : INFO : Epoch 1792 | loss: 0.0311715 | val_loss: 0.0311751 | Time: 1461.85 ms
[2022-04-11 11:02:09 main:574] : INFO : Epoch 1793 | loss: 0.0311723 | val_loss: 0.0311838 | Time: 1556.08 ms
[2022-04-11 11:02:10 main:574] : INFO : Epoch 1794 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 1370.84 ms
[2022-04-11 11:02:12 main:574] : INFO : Epoch 1795 | loss: 0.03117 | val_loss: 0.0311742 | Time: 1517.19 ms
[2022-04-11 11:02:13 main:574] : INFO : Epoch 1796 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 1485.78 ms
[2022-04-11 11:02:15 main:574] : INFO : Epoch 1797 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 1501.4 ms
[2022-04-11 11:02:16 main:574] : INFO : Epoch 1798 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 1399.51 ms
[2022-04-11 11:02:17 main:574] : INFO : Epoch 1799 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 1499.51 ms
[2022-04-11 11:02:19 main:574] : INFO : Epoch 1800 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 1461.39 ms
[2022-04-11 11:02:20 main:574] : INFO : Epoch 1801 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 1488.7 ms
[2022-04-11 11:02:22 main:574] : INFO : Epoch 1802 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 1400.6 ms
[2022-04-11 11:02:23 main:574] : INFO : Epoch 1803 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 1444.44 ms
[2022-04-11 11:02:25 main:574] : INFO : Epoch 1804 | loss: 0.0311703 | val_loss: 0.0311724 | Time: 1499.76 ms
[2022-04-11 11:02:26 main:574] : INFO : Epoch 1805 | loss: 0.031169 | val_loss: 0.0311764 | Time: 1469.46 ms
[2022-04-11 11:02:28 main:574] : INFO : Epoch 1806 | loss: 0.03117 | val_loss: 0.031175 | Time: 1508.95 ms
[2022-04-11 11:02:29 main:574] : INFO : Epoch 1807 | loss: 0.0311686 | val_loss: 0.0311735 | Time: 1463.77 ms
[2022-04-11 11:02:31 main:574] : INFO : Epoch 1808 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 1406.59 ms
[2022-04-11 11:02:32 main:574] : INFO : Epoch 1809 | loss: 0.0311681 | val_loss: 0.031172 | Time: 1454.3 ms
[2022-04-11 11:02:34 main:574] : INFO : Epoch 1810 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1395.74 ms
[2022-04-11 11:02:35 main:574] : INFO : Epoch 1811 | loss: 0.0311667 | val_loss: 0.0311709 | Time: 1396.26 ms
[2022-04-11 11:02:37 main:574] : INFO : Epoch 1812 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 1495.91 ms
[2022-04-11 11:02:38 main:574] : INFO : Epoch 1813 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 1454.3 ms
[2022-04-11 11:02:39 main:574] : INFO : Epoch 1814 | loss: 0.0311714 | val_loss: 0.0311767 | Time: 1332.79 ms
[2022-04-11 11:02:41 main:574] : INFO : Epoch 1815 | loss: 0.0311743 | val_loss: 0.0311737 | Time: 1349.41 ms
[2022-04-11 11:02:42 main:574] : INFO : Epoch 1816 | loss: 0.0311705 | val_loss: 0.0311725 | Time: 1341.36 ms
[2022-04-11 11:02:43 main:574] : INFO : Epoch 1817 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 1334.6 ms
[2022-04-11 11:02:45 main:574] : INFO : Epoch 1818 | loss: 0.0311678 | val_loss: 0.0311714 | Time: 1476.87 ms
[2022-04-11 11:02:46 main:574] : INFO : Epoch 1819 | loss: 0.0311663 | val_loss: 0.0311711 | Time: 1351.84 ms
[2022-04-11 11:02:48 main:574] : INFO : Epoch 1820 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 1429.76 ms
[2022-04-11 11:02:49 main:574] : INFO : Epoch 1821 | loss: 0.0311661 | val_loss: 0.0311718 | Time: 1485.44 ms
[2022-04-11 11:02:51 main:574] : INFO : Epoch 1822 | loss: 0.0311676 | val_loss: 0.0311719 | Time: 1406.41 ms
[2022-04-11 11:02:52 main:574] : INFO : Epoch 1823 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 1452.52 ms
[2022-04-11 11:02:53 main:574] : INFO : Epoch 1824 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 1345 ms
[2022-04-11 11:02:55 main:574] : INFO : Epoch 1825 | loss: 0.031169 | val_loss: 0.0311728 | Time: 1458.53 ms
[2022-04-11 11:02:56 main:574] : INFO : Epoch 1826 | loss: 0.031167 | val_loss: 0.0311759 | Time: 1470.36 ms
[2022-04-11 11:02:58 main:574] : INFO : Epoch 1827 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 1352.3 ms
[2022-04-11 11:02:59 main:574] : INFO : Epoch 1828 | loss: 0.0311657 | val_loss: 0.0311725 | Time: 1485.4 ms
[2022-04-11 11:03:01 main:574] : INFO : Epoch 1829 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 1488.24 ms
[2022-04-11 11:03:02 main:574] : INFO : Epoch 1830 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1528.59 ms
[2022-04-11 11:03:04 main:574] : INFO : Epoch 1831 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1553.43 ms
[2022-04-11 11:03:05 main:574] : INFO : Epoch 1832 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 1522.69 ms
[2022-04-11 11:03:07 main:574] : INFO : Epoch 1833 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 1485.34 ms
[2022-04-11 11:03:08 main:574] : INFO : Epoch 1834 | loss: 0.031165 | val_loss: 0.0311742 | Time: 1359.78 ms
[2022-04-11 11:03:10 main:574] : INFO : Epoch 1835 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 1542.2 ms
[2022-04-11 11:03:11 main:574] : INFO : Epoch 1836 | loss: 0.0311655 | val_loss: 0.0311747 | Time: 1330.19 ms
[2022-04-11 11:03:12 main:574] : INFO : Epoch 1837 | loss: 0.0311644 | val_loss: 0.031173 | Time: 1356.56 ms
[2022-04-11 11:03:14 main:574] : INFO : Epoch 1838 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1338.38 ms
[2022-04-11 11:03:15 main:574] : INFO : Epoch 1839 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 1537.97 ms
[2022-04-11 11:03:17 main:574] : INFO : Epoch 1840 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1529.24 ms
[2022-04-11 11:03:18 main:574] : INFO : Epoch 1841 | loss: 0.031169 | val_loss: 0.0311819 | Time: 1478 ms
[2022-04-11 11:03:20 main:574] : INFO : Epoch 1842 | loss: 0.0311724 | val_loss: 0.0311807 | Time: 1542.49 ms
[2022-04-11 11:03:21 main:574] : INFO : Epoch 1843 | loss: 0.031167 | val_loss: 0.0311731 | Time: 1501.04 ms
[2022-04-11 11:03:23 main:574] : INFO : Epoch 1844 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 1505.85 ms
[2022-04-11 11:03:25 main:574] : INFO : Epoch 1845 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 1678.91 ms
[2022-04-11 11:03:26 main:574] : INFO : Epoch 1846 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 1449.42 ms
[2022-04-11 11:03:28 main:574] : INFO : Epoch 1847 | loss: 0.0311675 | val_loss: 0.0311758 | Time: 1506.78 ms
[2022-04-11 11:03:29 main:574] : INFO : Epoch 1848 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 1440.07 ms
[2022-04-11 11:03:30 main:574] : INFO : Epoch 1849 | loss: 0.0313599 | val_loss: 0.0324068 | Time: 1399.17 ms
[2022-04-11 11:03:32 main:574] : INFO : Epoch 1850 | loss: 0.0441115 | val_loss: 0.158815 | Time: 1331.48 ms
[2022-04-11 11:03:33 main:574] : INFO : Epoch 1851 | loss: 0.0536595 | val_loss: 0.0367373 | Time: 1357.19 ms
[2022-04-11 11:03:35 main:574] : INFO : Epoch 1852 | loss: 0.0331719 | val_loss: 0.0316103 | Time: 1449.75 ms
[2022-04-11 11:03:36 main:574] : INFO : Epoch 1853 | loss: 0.0314796 | val_loss: 0.03132 | Time: 1498.91 ms
[2022-04-11 11:03:37 main:574] : INFO : Epoch 1854 | loss: 0.0312866 | val_loss: 0.0312658 | Time: 1339.58 ms
[2022-04-11 11:03:39 main:574] : INFO : Epoch 1855 | loss: 0.0312547 | val_loss: 0.0312489 | Time: 1438.44 ms
[2022-04-11 11:03:40 main:574] : INFO : Epoch 1856 | loss: 0.0312468 | val_loss: 0.0312445 | Time: 1392.93 ms
[2022-04-11 11:03:42 main:574] : INFO : Epoch 1857 | loss: 0.031244 | val_loss: 0.0312426 | Time: 1551.62 ms
[2022-04-11 11:03:43 main:574] : INFO : Epoch 1858 | loss: 0.0312423 | val_loss: 0.0312409 | Time: 1353.2 ms
[2022-04-11 11:03:45 main:574] : INFO : Epoch 1859 | loss: 0.0312406 | val_loss: 0.0312392 | Time: 1364.34 ms
[2022-04-11 11:03:46 main:574] : INFO : Epoch 1860 | loss: 0.031239 | val_loss: 0.0312376 | Time: 1501.55 ms
[2022-04-11 11:03:48 main:574] : INFO : Epoch 1861 | loss: 0.0312371 | val_loss: 0.0312354 | Time: 1499.82 ms
[2022-04-11 11:03:49 main:574] : INFO : Epoch 1862 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 1497.92 ms
[2022-04-11 11:03:51 main:574] : INFO : Epoch 1863 | loss: 0.0312328 | val_loss: 0.0312306 | Time: 1502.21 ms
[2022-04-11 11:03:52 main:574] : INFO : Epoch 1864 | loss: 0.0312302 | val_loss: 0.031228 | Time: 1481.88 ms
[2022-04-11 11:03:54 main:574] : INFO : Epoch 1865 | loss: 0.0312271 | val_loss: 0.0312249 | Time: 1499.13 ms
[2022-04-11 11:03:55 main:574] : INFO : Epoch 1866 | loss: 0.0312238 | val_loss: 0.0312227 | Time: 1396.04 ms
[2022-04-11 11:03:57 main:574] : INFO : Epoch 1867 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 1504.94 ms
[2022-04-11 11:03:58 main:574] : INFO : Epoch 1868 | loss: 0.0312201 | val_loss: 0.0312186 | Time: 1399.04 ms
[2022-04-11 11:03:59 main:574] : INFO : Epoch 1869 | loss: 0.0312172 | val_loss: 0.0312154 | Time: 1371.31 ms
[2022-04-11 11:04:01 main:574] : INFO : Epoch 1870 | loss: 0.0312138 | val_loss: 0.0312124 | Time: 1512.47 ms
[2022-04-11 11:04:02 main:574] : INFO : Epoch 1871 | loss: 0.0312113 | val_loss: 0.0312102 | Time: 1488.4 ms
[2022-04-11 11:04:04 main:574] : INFO : Epoch 1872 | loss: 0.0312087 | val_loss: 0.0312083 | Time: 1546.05 ms
[2022-04-11 11:04:05 main:574] : INFO : Epoch 1873 | loss: 0.0312063 | val_loss: 0.031206 | Time: 1347.36 ms
[2022-04-11 11:04:07 main:574] : INFO : Epoch 1874 | loss: 0.0312041 | val_loss: 0.0312038 | Time: 1438.14 ms
[2022-04-11 11:04:08 main:574] : INFO : Epoch 1875 | loss: 0.0312019 | val_loss: 0.0312012 | Time: 1460.95 ms
[2022-04-11 11:04:10 main:574] : INFO : Epoch 1876 | loss: 0.0312 | val_loss: 0.031199 | Time: 1372.29 ms
[2022-04-11 11:04:11 main:574] : INFO : Epoch 1877 | loss: 0.031198 | val_loss: 0.0311971 | Time: 1395.76 ms
[2022-04-11 11:04:12 main:574] : INFO : Epoch 1878 | loss: 0.0311967 | val_loss: 0.0311964 | Time: 1464.74 ms
[2022-04-11 11:04:14 main:574] : INFO : Epoch 1879 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 1449.72 ms
[2022-04-11 11:04:15 main:574] : INFO : Epoch 1880 | loss: 0.0311949 | val_loss: 0.0311941 | Time: 1403.26 ms
[2022-04-11 11:04:17 main:574] : INFO : Epoch 1881 | loss: 0.0311936 | val_loss: 0.031193 | Time: 1576.61 ms
[2022-04-11 11:04:18 main:574] : INFO : Epoch 1882 | loss: 0.0311926 | val_loss: 0.0311939 | Time: 1520.2 ms
[2022-04-11 11:04:20 main:574] : INFO : Epoch 1883 | loss: 0.0311952 | val_loss: 0.0311934 | Time: 1385.21 ms
[2022-04-11 11:04:21 main:574] : INFO : Epoch 1884 | loss: 0.0311948 | val_loss: 0.0311929 | Time: 1486.17 ms
[2022-04-11 11:04:23 main:574] : INFO : Epoch 1885 | loss: 0.0311934 | val_loss: 0.031192 | Time: 1501.3 ms
[2022-04-11 11:04:24 main:574] : INFO : Epoch 1886 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 1506.06 ms
[2022-04-11 11:04:26 main:574] : INFO : Epoch 1887 | loss: 0.0311917 | val_loss: 0.0311909 | Time: 1558.23 ms
[2022-04-11 11:04:28 main:574] : INFO : Epoch 1888 | loss: 0.0311906 | val_loss: 0.0311893 | Time: 1464.28 ms
[2022-04-11 11:04:29 main:574] : INFO : Epoch 1889 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1333.8 ms
[2022-04-11 11:04:30 main:574] : INFO : Epoch 1890 | loss: 0.0311886 | val_loss: 0.0311893 | Time: 1498.15 ms
[2022-04-11 11:04:32 main:574] : INFO : Epoch 1891 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 1512.5 ms
[2022-04-11 11:04:33 main:574] : INFO : Epoch 1892 | loss: 0.0311875 | val_loss: 0.0311882 | Time: 1475.32 ms
[2022-04-11 11:04:35 main:574] : INFO : Epoch 1893 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 1535.45 ms
[2022-04-11 11:04:36 main:574] : INFO : Epoch 1894 | loss: 0.0311871 | val_loss: 0.0311874 | Time: 1341.06 ms
[2022-04-11 11:04:38 main:574] : INFO : Epoch 1895 | loss: 0.0311851 | val_loss: 0.0311872 | Time: 1348.73 ms
[2022-04-11 11:04:39 main:574] : INFO : Epoch 1896 | loss: 0.0311852 | val_loss: 0.0311874 | Time: 1464.45 ms
[2022-04-11 11:04:41 main:574] : INFO : Epoch 1897 | loss: 0.0311844 | val_loss: 0.0311875 | Time: 1363.01 ms
[2022-04-11 11:04:42 main:574] : INFO : Epoch 1898 | loss: 0.0311841 | val_loss: 0.0311867 | Time: 1514.85 ms
[2022-04-11 11:04:44 main:574] : INFO : Epoch 1899 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 1521.83 ms
[2022-04-11 11:04:45 main:574] : INFO : Epoch 1900 | loss: 0.031183 | val_loss: 0.0311878 | Time: 1343.22 ms
[2022-04-11 11:04:46 main:574] : INFO : Epoch 1901 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 1448.6 ms
[2022-04-11 11:04:48 main:574] : INFO : Epoch 1902 | loss: 0.0311826 | val_loss: 0.0311872 | Time: 1452.71 ms
[2022-04-11 11:04:49 main:574] : INFO : Epoch 1903 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 1456.61 ms
[2022-04-11 11:04:51 main:574] : INFO : Epoch 1904 | loss: 0.0311826 | val_loss: 0.0311861 | Time: 1547.18 ms
[2022-04-11 11:04:52 main:574] : INFO : Epoch 1905 | loss: 0.031181 | val_loss: 0.031186 | Time: 1384.09 ms
[2022-04-11 11:04:54 main:574] : INFO : Epoch 1906 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 1382.99 ms
[2022-04-11 11:04:55 main:574] : INFO : Epoch 1907 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 1384.16 ms
[2022-04-11 11:04:57 main:574] : INFO : Epoch 1908 | loss: 0.0311804 | val_loss: 0.031186 | Time: 1537.8 ms
[2022-04-11 11:04:58 main:574] : INFO : Epoch 1909 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 1369.21 ms
[2022-04-11 11:05:00 main:574] : INFO : Epoch 1910 | loss: 0.0311795 | val_loss: 0.0311851 | Time: 1528.14 ms
[2022-04-11 11:05:01 main:574] : INFO : Epoch 1911 | loss: 0.031179 | val_loss: 0.0311853 | Time: 1374.11 ms
[2022-04-11 11:05:03 main:574] : INFO : Epoch 1912 | loss: 0.0311791 | val_loss: 0.0311859 | Time: 1520.78 ms
[2022-04-11 11:05:04 main:574] : INFO : Epoch 1913 | loss: 0.0311797 | val_loss: 0.0311864 | Time: 1537.34 ms
[2022-04-11 11:05:06 main:574] : INFO : Epoch 1914 | loss: 0.0311799 | val_loss: 0.0311849 | Time: 1423.63 ms
[2022-04-11 11:05:07 main:574] : INFO : Epoch 1915 | loss: 0.0311794 | val_loss: 0.031185 | Time: 1507.96 ms
[2022-04-11 11:05:09 main:574] : INFO : Epoch 1916 | loss: 0.031178 | val_loss: 0.0311851 | Time: 1465.95 ms
[2022-04-11 11:05:10 main:574] : INFO : Epoch 1917 | loss: 0.0311783 | val_loss: 0.0311847 | Time: 1480.58 ms
[2022-04-11 11:05:12 main:574] : INFO : Epoch 1918 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1469.74 ms
[2022-04-11 11:05:13 main:574] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 1382.9 ms
[2022-04-11 11:05:14 main:574] : INFO : Epoch 1920 | loss: 0.031177 | val_loss: 0.0311873 | Time: 1519.12 ms
[2022-04-11 11:05:16 main:574] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311855 | Time: 1509.41 ms
[2022-04-11 11:05:17 main:574] : INFO : Epoch 1922 | loss: 0.0311757 | val_loss: 0.0311844 | Time: 1515.79 ms
[2022-04-11 11:05:19 main:574] : INFO : Epoch 1923 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 1362.21 ms
[2022-04-11 11:05:20 main:574] : INFO : Epoch 1924 | loss: 0.0311767 | val_loss: 0.0311858 | Time: 1526.28 ms
[2022-04-11 11:05:22 main:574] : INFO : Epoch 1925 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 1530.23 ms
[2022-04-11 11:05:23 main:574] : INFO : Epoch 1926 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1367.76 ms
[2022-04-11 11:05:25 main:574] : INFO : Epoch 1927 | loss: 0.0311751 | val_loss: 0.031184 | Time: 1399.97 ms
[2022-04-11 11:05:26 main:574] : INFO : Epoch 1928 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 1397.15 ms
[2022-04-11 11:05:28 main:574] : INFO : Epoch 1929 | loss: 0.0311759 | val_loss: 0.0311839 | Time: 1515.07 ms
[2022-04-11 11:05:29 main:574] : INFO : Epoch 1930 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 1510.3 ms
[2022-04-11 11:05:30 main:574] : INFO : Epoch 1931 | loss: 0.031176 | val_loss: 0.0311851 | Time: 1409.25 ms
[2022-04-11 11:05:32 main:574] : INFO : Epoch 1932 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1482.94 ms
[2022-04-11 11:05:33 main:574] : INFO : Epoch 1933 | loss: 0.0311747 | val_loss: 0.0311833 | Time: 1426.02 ms
[2022-04-11 11:05:35 main:574] : INFO : Epoch 1934 | loss: 0.0311742 | val_loss: 0.0311829 | Time: 1431.03 ms
[2022-04-11 11:05:36 main:574] : INFO : Epoch 1935 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 1382.75 ms
[2022-04-11 11:05:38 main:574] : INFO : Epoch 1936 | loss: 0.0311769 | val_loss: 0.0311857 | Time: 1347.28 ms
[2022-04-11 11:05:39 main:574] : INFO : Epoch 1937 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 1463.21 ms
[2022-04-11 11:05:41 main:574] : INFO : Epoch 1938 | loss: 0.0311772 | val_loss: 0.031184 | Time: 1467.78 ms
[2022-04-11 11:05:42 main:574] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311836 | Time: 1482.28 ms
[2022-04-11 11:05:44 main:574] : INFO : Epoch 1940 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1491.23 ms
[2022-04-11 11:05:45 main:574] : INFO : Epoch 1941 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 1472.01 ms
[2022-04-11 11:05:46 main:574] : INFO : Epoch 1942 | loss: 0.0311759 | val_loss: 0.0311845 | Time: 1430.12 ms
[2022-04-11 11:05:48 main:574] : INFO : Epoch 1943 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 1537.58 ms
[2022-04-11 11:05:49 main:574] : INFO : Epoch 1944 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 1477.92 ms
[2022-04-11 11:05:51 main:574] : INFO : Epoch 1945 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 1441.32 ms
[2022-04-11 11:05:52 main:574] : INFO : Epoch 1946 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 1528.85 ms
[2022-04-11 11:05:54 main:574] : INFO : Epoch 1947 | loss: 0.031176 | val_loss: 0.0311824 | Time: 1446.64 ms
[2022-04-11 11:05:55 main:574] : INFO : Epoch 1948 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 1487.7 ms
[2022-04-11 11:05:57 main:574] : INFO : Epoch 1949 | loss: 0.031175 | val_loss: 0.0311828 | Time: 1443.82 ms
[2022-04-11 11:05:58 main:574] : INFO : Epoch 1950 | loss: 0.0311748 | val_loss: 0.0311822 | Time: 1441.75 ms
[2022-04-11 11:06:00 main:574] : INFO : Epoch 1951 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 1381.2 ms
[2022-04-11 11:06:01 main:574] : INFO : Epoch 1952 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1543.35 ms
[2022-04-11 11:06:03 main:574] : INFO : Epoch 1953 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1461.39 ms
[2022-04-11 11:06:04 main:574] : INFO : Epoch 1954 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 1535.64 ms
[2022-04-11 11:06:06 main:574] : INFO : Epoch 1955 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 1424.16 ms
[2022-04-11 11:06:07 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311835 | Time: 1394.58 ms
[2022-04-11 11:06:09 main:574] : INFO : Epoch 1957 | loss: 0.0311741 | val_loss: 0.0311835 | Time: 1518.88 ms
[2022-04-11 11:06:10 main:574] : INFO : Epoch 1958 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 1401.76 ms
[2022-04-11 11:06:12 main:574] : INFO : Epoch 1959 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 1582.77 ms
[2022-04-11 11:06:13 main:574] : INFO : Epoch 1960 | loss: 0.0311739 | val_loss: 0.0311821 | Time: 1442.36 ms
[2022-04-11 11:06:15 main:574] : INFO : Epoch 1961 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1453.67 ms
[2022-04-11 11:06:16 main:574] : INFO : Epoch 1962 | loss: 0.0311771 | val_loss: 0.031184 | Time: 1482.59 ms
[2022-04-11 11:06:18 main:574] : INFO : Epoch 1963 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 1511.16 ms
[2022-04-11 11:06:19 main:574] : INFO : Epoch 1964 | loss: 0.0311737 | val_loss: 0.0311816 | Time: 1455.08 ms
[2022-04-11 11:06:21 main:574] : INFO : Epoch 1965 | loss: 0.0311732 | val_loss: 0.0311805 | Time: 1499.08 ms
[2022-04-11 11:06:22 main:574] : INFO : Epoch 1966 | loss: 0.0311733 | val_loss: 0.0311818 | Time: 1461.64 ms
[2022-04-11 11:06:24 main:574] : INFO : Epoch 1967 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 1524.83 ms
[2022-04-11 11:06:25 main:574] : INFO : Epoch 1968 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 1481.02 ms
[2022-04-11 11:06:27 main:574] : INFO : Epoch 1969 | loss: 0.0311733 | val_loss: 0.0311814 | Time: 1500.99 ms
[2022-04-11 11:06:28 main:574] : INFO : Epoch 1970 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 1444.01 ms
[2022-04-11 11:06:30 main:574] : INFO : Epoch 1971 | loss: 0.0311748 | val_loss: 0.0311787 | Time: 1509.16 ms
[2022-04-11 11:06:31 main:574] : INFO : Epoch 1972 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 1436.28 ms
[2022-04-11 11:06:33 main:574] : INFO : Epoch 1973 | loss: 0.031175 | val_loss: 0.0311792 | Time: 1529.16 ms
[2022-04-11 11:06:34 main:574] : INFO : Epoch 1974 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 1459.53 ms
[2022-04-11 11:06:35 main:574] : INFO : Epoch 1975 | loss: 0.0311751 | val_loss: 0.0311822 | Time: 1485.89 ms
[2022-04-11 11:06:37 main:574] : INFO : Epoch 1976 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 1476.18 ms
[2022-04-11 11:06:38 main:574] : INFO : Epoch 1977 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 1545.32 ms
[2022-04-11 11:06:40 main:574] : INFO : Epoch 1978 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 1454.45 ms
[2022-04-11 11:06:41 main:574] : INFO : Epoch 1979 | loss: 0.0311785 | val_loss: 0.0311841 | Time: 1515.05 ms
[2022-04-11 11:06:43 main:574] : INFO : Epoch 1980 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 1473.12 ms
[2022-04-11 11:06:44 main:574] : INFO : Epoch 1981 | loss: 0.0311761 | val_loss: 0.0311818 | Time: 1366.44 ms
[2022-04-11 11:06:46 main:574] : INFO : Epoch 1982 | loss: 0.0311749 | val_loss: 0.031181 | Time: 1450.89 ms
[2022-04-11 11:06:47 main:574] : INFO : Epoch 1983 | loss: 0.0311755 | val_loss: 0.031181 | Time: 1427.21 ms
[2022-04-11 11:06:49 main:574] : INFO : Epoch 1984 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 1500.52 ms
[2022-04-11 11:06:50 main:574] : INFO : Epoch 1985 | loss: 0.0311739 | val_loss: 0.0311798 | Time: 1483.01 ms
[2022-04-11 11:06:52 main:574] : INFO : Epoch 1986 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 1492.43 ms
[2022-04-11 11:06:53 main:574] : INFO : Epoch 1987 | loss: 0.0311733 | val_loss: 0.031181 | Time: 1499.61 ms
[2022-04-11 11:06:55 main:574] : INFO : Epoch 1988 | loss: 0.0311732 | val_loss: 0.0311816 | Time: 1500.84 ms
[2022-04-11 11:06:56 main:574] : INFO : Epoch 1989 | loss: 0.0311734 | val_loss: 0.031179 | Time: 1462.11 ms
[2022-04-11 11:06:58 main:574] : INFO : Epoch 1990 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 1332.17 ms
[2022-04-11 11:06:59 main:574] : INFO : Epoch 1991 | loss: 0.0311732 | val_loss: 0.0311801 | Time: 1341.45 ms
[2022-04-11 11:07:00 main:574] : INFO : Epoch 1992 | loss: 0.0311725 | val_loss: 0.0311793 | Time: 1465.05 ms
[2022-04-11 11:07:02 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1456.22 ms
[2022-04-11 11:07:03 main:574] : INFO : Epoch 1994 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1469.54 ms
[2022-04-11 11:07:05 main:574] : INFO : Epoch 1995 | loss: 0.0311717 | val_loss: 0.0311792 | Time: 1525.87 ms
[2022-04-11 11:07:06 main:574] : INFO : Epoch 1996 | loss: 0.0311712 | val_loss: 0.0311806 | Time: 1496.33 ms
[2022-04-11 11:07:08 main:574] : INFO : Epoch 1997 | loss: 0.0311713 | val_loss: 0.0311817 | Time: 1456.98 ms
[2022-04-11 11:07:09 main:574] : INFO : Epoch 1998 | loss: 0.031171 | val_loss: 0.0311789 | Time: 1415.53 ms
[2022-04-11 11:07:11 main:574] : INFO : Epoch 1999 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 1500.82 ms
[2022-04-11 11:07:12 main:574] : INFO : Epoch 2000 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 1505.91 ms
[2022-04-11 11:07:14 main:574] : INFO : Epoch 2001 | loss: 0.0311732 | val_loss: 0.0311837 | Time: 1504.64 ms
[2022-04-11 11:07:15 main:574] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311783 | Time: 1475.47 ms
[2022-04-11 11:07:17 main:574] : INFO : Epoch 2003 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 1571.45 ms
[2022-04-11 11:07:19 main:574] : INFO : Epoch 2004 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 1540.78 ms
[2022-04-11 11:07:20 main:574] : INFO : Epoch 2005 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 1344.03 ms
[2022-04-11 11:07:21 main:574] : INFO : Epoch 2006 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 1430.12 ms
[2022-04-11 11:07:23 main:574] : INFO : Epoch 2007 | loss: 0.0311707 | val_loss: 0.0311804 | Time: 1398.11 ms
[2022-04-11 11:07:24 main:574] : INFO : Epoch 2008 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1534.88 ms
[2022-04-11 11:07:26 main:574] : INFO : Epoch 2009 | loss: 0.0311708 | val_loss: 0.031178 | Time: 1465.73 ms
[2022-04-11 11:07:27 main:574] : INFO : Epoch 2010 | loss: 0.0311708 | val_loss: 0.0311776 | Time: 1349.32 ms
[2022-04-11 11:07:29 main:574] : INFO : Epoch 2011 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 1428.26 ms
[2022-04-11 11:07:30 main:574] : INFO : Epoch 2012 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1511.79 ms
[2022-04-11 11:07:31 main:574] : INFO : Epoch 2013 | loss: 0.031173 | val_loss: 0.0311805 | Time: 1439.62 ms
[2022-04-11 11:07:33 main:574] : INFO : Epoch 2014 | loss: 0.0311714 | val_loss: 0.0311791 | Time: 1394.07 ms
[2022-04-11 11:07:34 main:574] : INFO : Epoch 2015 | loss: 0.03117 | val_loss: 0.0311792 | Time: 1499.9 ms
[2022-04-11 11:07:36 main:574] : INFO : Epoch 2016 | loss: 0.0311705 | val_loss: 0.0311865 | Time: 1390.07 ms
[2022-04-11 11:07:37 main:574] : INFO : Epoch 2017 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1346.44 ms
[2022-04-11 11:07:38 main:574] : INFO : Epoch 2018 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 1340.9 ms
[2022-04-11 11:07:40 main:574] : INFO : Epoch 2019 | loss: 0.0311745 | val_loss: 0.0311806 | Time: 1340.34 ms
[2022-04-11 11:07:41 main:574] : INFO : Epoch 2020 | loss: 0.0311786 | val_loss: 0.0311773 | Time: 1510.87 ms
[2022-04-11 11:07:43 main:574] : INFO : Epoch 2021 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1445.23 ms
[2022-04-11 11:07:44 main:574] : INFO : Epoch 2022 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 1425.02 ms
[2022-04-11 11:07:46 main:574] : INFO : Epoch 2023 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 1526.24 ms
[2022-04-11 11:07:47 main:574] : INFO : Epoch 2024 | loss: 0.0311715 | val_loss: 0.0311806 | Time: 1498.11 ms
[2022-04-11 11:07:49 main:574] : INFO : Epoch 2025 | loss: 0.0311729 | val_loss: 0.031182 | Time: 1497.18 ms
[2022-04-11 11:07:50 main:574] : INFO : Epoch 2026 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1478.05 ms
[2022-04-11 11:07:52 main:574] : INFO : Epoch 2027 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 1502.04 ms
[2022-04-11 11:07:53 main:574] : INFO : Epoch 2028 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 1536.82 ms
[2022-04-11 11:07:55 main:574] : INFO : Epoch 2029 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 1537.64 ms
[2022-04-11 11:07:56 main:574] : INFO : Epoch 2030 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 1444.98 ms
[2022-04-11 11:07:58 main:574] : INFO : Epoch 2031 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 1354.29 ms
[2022-04-11 11:07:59 main:574] : INFO : Epoch 2032 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 1384.27 ms
[2022-04-11 11:08:01 main:574] : INFO : Epoch 2033 | loss: 0.0311695 | val_loss: 0.0311807 | Time: 1511.8 ms
[2022-04-11 11:08:02 main:574] : INFO : Epoch 2034 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 1378.18 ms
[2022-04-11 11:08:03 main:574] : INFO : Epoch 2035 | loss: 0.0311706 | val_loss: 0.0311778 | Time: 1460.51 ms
[2022-04-11 11:08:05 main:574] : INFO : Epoch 2036 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1502.37 ms
[2022-04-11 11:08:07 main:574] : INFO : Epoch 2037 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 1495.77 ms
[2022-04-11 11:08:08 main:574] : INFO : Epoch 2038 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 1507.74 ms
[2022-04-11 11:08:10 main:574] : INFO : Epoch 2039 | loss: 0.0311678 | val_loss: 0.0311784 | Time: 1505.42 ms
[2022-04-11 11:08:11 main:574] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311792 | Time: 1344.88 ms
[2022-04-11 11:08:12 main:574] : INFO : Epoch 2041 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 1525.6 ms
[2022-04-11 11:08:14 main:574] : INFO : Epoch 2042 | loss: 0.0311691 | val_loss: 0.0311809 | Time: 1481.52 ms
[2022-04-11 11:08:15 main:574] : INFO : Epoch 2043 | loss: 0.0311698 | val_loss: 0.0311777 | Time: 1562.88 ms
[2022-04-11 11:08:17 main:574] : INFO : Epoch 2044 | loss: 0.0311711 | val_loss: 0.0311868 | Time: 1477.69 ms
[2022-04-11 11:08:18 main:574] : INFO : Epoch 2045 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 1339.38 ms
[2022-04-11 11:08:20 main:574] : INFO : Epoch 2046 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 1520.95 ms
[2022-04-11 11:08:21 main:574] : INFO : Epoch 2047 | loss: 0.0311748 | val_loss: 0.0311845 | Time: 1552.93 ms
[2022-04-11 11:08:23 main:574] : INFO : Epoch 2048 | loss: 0.0311759 | val_loss: 0.0311805 | Time: 1561.79 ms
[2022-04-11 11:08:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311805
[2022-04-11 11:08:23 main:603] : INFO : Saving end state to config to file
[2022-04-11 11:08:23 main:608] : INFO : Success, exiting..
11:08:23 (9288): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)