Task 14622472
| Name | ParityModified-1647042734-15654-3-0_1 |
| Workunit | 11344791 |
| Created | 16 Apr 2022, 20:48:35 UTC |
| Sent | 16 Apr 2022, 20:48:59 UTC |
| Report deadline | 24 Apr 2022, 20:48:59 UTC |
| Received | 23 Apr 2022, 15:26:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 30 sec |
| CPU time | 47 min 50 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311104 | val_loss: 0.0311525 | Time: 1450.03 ms
[2022-04-24 01:14:26 main:574] : INFO : Epoch 1543 | loss: 0.0311103 | val_loss: 0.0311451 | Time: 1406.8 ms
[2022-04-24 01:14:28 main:574] : INFO : Epoch 1544 | loss: 0.0311098 | val_loss: 0.0311474 | Time: 1388.85 ms
[2022-04-24 01:14:29 main:574] : INFO : Epoch 1545 | loss: 0.0311089 | val_loss: 0.0311489 | Time: 1449.39 ms
[2022-04-24 01:14:31 main:574] : INFO : Epoch 1546 | loss: 0.0311085 | val_loss: 0.0311506 | Time: 1415.75 ms
[2022-04-24 01:14:32 main:574] : INFO : Epoch 1547 | loss: 0.031107 | val_loss: 0.0311498 | Time: 1396.75 ms
[2022-04-24 01:14:34 main:574] : INFO : Epoch 1548 | loss: 0.0311076 | val_loss: 0.0311478 | Time: 1404.74 ms
[2022-04-24 01:14:35 main:574] : INFO : Epoch 1549 | loss: 0.0311064 | val_loss: 0.0311432 | Time: 1368.79 ms
[2022-04-24 01:14:36 main:574] : INFO : Epoch 1550 | loss: 0.0311081 | val_loss: 0.0311469 | Time: 1407.3 ms
[2022-04-24 01:14:38 main:574] : INFO : Epoch 1551 | loss: 0.0311131 | val_loss: 0.0311457 | Time: 1394.24 ms
[2022-04-24 01:14:39 main:574] : INFO : Epoch 1552 | loss: 0.0311113 | val_loss: 0.031145 | Time: 1400.99 ms
[2022-04-24 01:14:41 main:574] : INFO : Epoch 1553 | loss: 0.0311108 | val_loss: 0.0311418 | Time: 1428.78 ms
[2022-04-24 01:14:42 main:574] : INFO : Epoch 1554 | loss: 0.0311075 | val_loss: 0.0311443 | Time: 1414.07 ms
[2022-04-24 01:14:43 main:574] : INFO : Epoch 1555 | loss: 0.0311076 | val_loss: 0.0311462 | Time: 1412.17 ms
[2022-04-24 01:14:45 main:574] : INFO : Epoch 1556 | loss: 0.0311059 | val_loss: 0.0311476 | Time: 1411.27 ms
[2022-04-24 01:14:46 main:574] : INFO : Epoch 1557 | loss: 0.0311095 | val_loss: 0.0311497 | Time: 1416.71 ms
[2022-04-24 01:14:48 main:574] : INFO : Epoch 1558 | loss: 0.031112 | val_loss: 0.0311495 | Time: 1414.25 ms
[2022-04-24 01:14:49 main:574] : INFO : Epoch 1559 | loss: 0.0311103 | val_loss: 0.0311441 | Time: 1444.01 ms
[2022-04-24 01:14:51 main:574] : INFO : Epoch 1560 | loss: 0.031109 | val_loss: 0.0311432 | Time: 1450.56 ms
[2022-04-24 01:14:52 main:574] : INFO : Epoch 1561 | loss: 0.0311069 | val_loss: 0.0311433 | Time: 1427.86 ms
[2022-04-24 01:14:54 main:574] : INFO : Epoch 1562 | loss: 0.031106 | val_loss: 0.0311448 | Time: 1385.52 ms
[2022-04-24 01:14:55 main:574] : INFO : Epoch 1563 | loss: 0.0311041 | val_loss: 0.0311451 | Time: 1406.23 ms
[2022-04-24 01:14:56 main:574] : INFO : Epoch 1564 | loss: 0.0311055 | val_loss: 0.0311456 | Time: 1396.6 ms
[2022-04-24 01:14:58 main:574] : INFO : Epoch 1565 | loss: 0.0311058 | val_loss: 0.0311452 | Time: 1426.25 ms
[2022-04-24 01:14:59 main:574] : INFO : Epoch 1566 | loss: 0.0311053 | val_loss: 0.0311432 | Time: 1426.69 ms
[2022-04-24 01:15:01 main:574] : INFO : Epoch 1567 | loss: 0.0311072 | val_loss: 0.0311471 | Time: 1414.41 ms
[2022-04-24 01:15:02 main:574] : INFO : Epoch 1568 | loss: 0.0311053 | val_loss: 0.0311464 | Time: 1381.6 ms
[2022-04-24 01:15:04 main:574] : INFO : Epoch 1569 | loss: 0.0311059 | val_loss: 0.0311492 | Time: 1376.79 ms
[2022-04-24 01:15:05 main:574] : INFO : Epoch 1570 | loss: 0.0311042 | val_loss: 0.0311477 | Time: 1412.45 ms
[2022-04-24 01:15:06 main:574] : INFO : Epoch 1571 | loss: 0.0311071 | val_loss: 0.031148 | Time: 1385.49 ms
[2022-04-24 01:15:08 main:574] : INFO : Epoch 1572 | loss: 0.0311077 | val_loss: 0.0311498 | Time: 1403 ms
[2022-04-24 01:15:09 main:574] : INFO : Epoch 1573 | loss: 0.0311118 | val_loss: 0.0311487 | Time: 1419.99 ms
[2022-04-24 01:15:11 main:574] : INFO : Epoch 1574 | loss: 0.0311085 | val_loss: 0.0311487 | Time: 1421.18 ms
[2022-04-24 01:15:12 main:574] : INFO : Epoch 1575 | loss: 0.0311084 | val_loss: 0.0311474 | Time: 1406.11 ms
[2022-04-24 01:15:13 main:574] : INFO : Epoch 1576 | loss: 0.0311105 | val_loss: 0.0311453 | Time: 1420.6 ms
[2022-04-24 01:15:15 main:574] : INFO : Epoch 1577 | loss: 0.0311096 | val_loss: 0.0311486 | Time: 1364.14 ms
[2022-04-24 01:15:16 main:574] : INFO : Epoch 1578 | loss: 0.0311062 | val_loss: 0.0311464 | Time: 1400.65 ms
[2022-04-24 01:15:18 main:574] : INFO : Epoch 1579 | loss: 0.0311067 | val_loss: 0.0311496 | Time: 1402.62 ms
[2022-04-24 01:15:19 main:574] : INFO : Epoch 1580 | loss: 0.031105 | val_loss: 0.0311487 | Time: 1418.02 ms
[2022-04-24 01:15:21 main:574] : INFO : Epoch 1581 | loss: 0.0311087 | val_loss: 0.0311445 | Time: 1393.04 ms
[2022-04-24 01:15:22 main:574] : INFO : Epoch 1582 | loss: 0.0311085 | val_loss: 0.0311443 | Time: 1401.85 ms
[2022-04-24 01:15:23 main:574] : INFO : Epoch 1583 | loss: 0.0311104 | val_loss: 0.0311462 | Time: 1384.09 ms
[2022-04-24 01:15:25 main:574] : INFO : Epoch 1584 | loss: 0.0311095 | val_loss: 0.031148 | Time: 1420.9 ms
[2022-04-24 01:15:26 main:574] : INFO : Epoch 1585 | loss: 0.0311102 | val_loss: 0.0311456 | Time: 1397.59 ms
[2022-04-24 01:15:28 main:574] : INFO : Epoch 1586 | loss: 0.0311098 | val_loss: 0.031142 | Time: 1395.33 ms
[2022-04-24 01:15:29 main:574] : INFO : Epoch 1587 | loss: 0.0311093 | val_loss: 0.0311443 | Time: 1412.46 ms
[2022-04-24 01:15:30 main:574] : INFO : Epoch 1588 | loss: 0.0311085 | val_loss: 0.0311451 | Time: 1424.68 ms
[2022-04-24 01:15:32 main:574] : INFO : Epoch 1589 | loss: 0.0311074 | val_loss: 0.0311471 | Time: 1405.79 ms
[2022-04-24 01:15:33 main:574] : INFO : Epoch 1590 | loss: 0.0311065 | val_loss: 0.0311477 | Time: 1433.34 ms
[2022-04-24 01:15:35 main:574] : INFO : Epoch 1591 | loss: 0.0311111 | val_loss: 0.0311459 | Time: 1421.65 ms
[2022-04-24 01:15:36 main:574] : INFO : Epoch 1592 | loss: 0.0311198 | val_loss: 0.0311419 | Time: 1410.02 ms
[2022-04-24 01:15:38 main:574] : INFO : Epoch 1593 | loss: 0.0311169 | val_loss: 0.0311411 | Time: 1423.79 ms
[2022-04-24 01:15:39 main:574] : INFO : Epoch 1594 | loss: 0.0311125 | val_loss: 0.03114 | Time: 1387.67 ms
[2022-04-24 01:15:40 main:574] : INFO : Epoch 1595 | loss: 0.0311092 | val_loss: 0.031143 | Time: 1438.45 ms
[2022-04-24 01:15:42 main:574] : INFO : Epoch 1596 | loss: 0.0311072 | val_loss: 0.0311421 | Time: 1460.47 ms
[2022-04-24 01:15:43 main:574] : INFO : Epoch 1597 | loss: 0.0311056 | val_loss: 0.0311418 | Time: 1412.74 ms
[2022-04-24 01:15:45 main:574] : INFO : Epoch 1598 | loss: 0.0311062 | val_loss: 0.0311452 | Time: 1422.04 ms
[2022-04-24 01:15:46 main:574] : INFO : Epoch 1599 | loss: 0.0311072 | val_loss: 0.0311418 | Time: 1419.51 ms
[2022-04-24 01:15:48 main:574] : INFO : Epoch 1600 | loss: 0.0311075 | val_loss: 0.0311414 | Time: 1354.99 ms
[2022-04-24 01:15:49 main:574] : INFO : Epoch 1601 | loss: 0.0311069 | val_loss: 0.0311413 | Time: 1373.26 ms
[2022-04-24 01:15:50 main:574] : INFO : Epoch 1602 | loss: 0.0311052 | val_loss: 0.0311407 | Time: 1443.77 ms
[2022-04-24 01:15:52 main:574] : INFO : Epoch 1603 | loss: 0.0311046 | val_loss: 0.0311462 | Time: 1444.32 ms
[2022-04-24 01:15:53 main:574] : INFO : Epoch 1604 | loss: 0.0311031 | val_loss: 0.031144 | Time: 1436.45 ms
[2022-04-24 01:15:55 main:574] : INFO : Epoch 1605 | loss: 0.0311057 | val_loss: 0.0311406 | Time: 1402.03 ms
[2022-04-24 01:15:56 main:574] : INFO : Epoch 1606 | loss: 0.0311049 | val_loss: 0.0311434 | Time: 1395.77 ms
[2022-04-24 01:15:58 main:574] : INFO : Epoch 1607 | loss: 0.0311032 | val_loss: 0.0311476 | Time: 1398.16 ms
[2022-04-24 01:15:59 main:574] : INFO : Epoch 1608 | loss: 0.0311046 | val_loss: 0.0311459 | Time: 1420 ms
[2022-04-24 01:16:00 main:574] : INFO : Epoch 1609 | loss: 0.0311123 | val_loss: 0.0311431 | Time: 1450.39 ms
[2022-04-24 01:16:02 main:574] : INFO : Epoch 1610 | loss: 0.0311121 | val_loss: 0.0311446 | Time: 1417.16 ms
[2022-04-24 01:16:03 main:574] : INFO : Epoch 1611 | loss: 0.0311106 | val_loss: 0.0311433 | Time: 1405.42 ms
[2022-04-24 01:16:05 main:574] : INFO : Epoch 1612 | loss: 0.0311094 | val_loss: 0.0311414 | Time: 1428.48 ms
[2022-04-24 01:16:06 main:574] : INFO : Epoch 1613 | loss: 0.0311086 | val_loss: 0.0311423 | Time: 1466.04 ms
[2022-04-24 01:16:08 main:574] : INFO : Epoch 1614 | loss: 0.03111 | val_loss: 0.0311464 | Time: 1411.58 ms
[2022-04-24 01:16:09 main:574] : INFO : Epoch 1615 | loss: 0.0311116 | val_loss: 0.0311419 | Time: 1436.49 ms
[2022-04-24 01:16:10 main:574] : INFO : Epoch 1616 | loss: 0.0311115 | val_loss: 0.0311487 | Time: 1421.97 ms
[2022-04-24 01:16:12 main:574] : INFO : Epoch 1617 | loss: 0.0311137 | val_loss: 0.0311485 | Time: 1383.45 ms
[2022-04-24 01:16:13 main:574] : INFO : Epoch 1618 | loss: 0.0311159 | val_loss: 0.0311476 | Time: 1424.8 ms
[2022-04-24 01:16:15 main:574] : INFO : Epoch 1619 | loss: 0.0311153 | val_loss: 0.031148 | Time: 1424.2 ms
[2022-04-24 01:16:16 main:574] : INFO : Epoch 1620 | loss: 0.0311134 | val_loss: 0.0311486 | Time: 1419.67 ms
[2022-04-24 01:16:18 main:574] : INFO : Epoch 1621 | loss: 0.0311109 | val_loss: 0.0311483 | Time: 1394.8 ms
[2022-04-24 01:16:19 main:574] : INFO : Epoch 1622 | loss: 0.0311086 | val_loss: 0.0311481 | Time: 1436.93 ms
[2022-04-24 01:16:20 main:574] : INFO : Epoch 1623 | loss: 0.0311089 | val_loss: 0.0311453 | Time: 1393.01 ms
[2022-04-24 01:16:22 main:574] : INFO : Epoch 1624 | loss: 0.0311066 | val_loss: 0.0311473 | Time: 1398.89 ms
[2022-04-24 01:16:23 main:574] : INFO : Epoch 1625 | loss: 0.0311062 | val_loss: 0.0311458 | Time: 1387.1 ms
[2022-04-24 01:16:25 main:574] : INFO : Epoch 1626 | loss: 0.0311115 | val_loss: 0.0311436 | Time: 1400.1 ms
[2022-04-24 01:16:26 main:574] : INFO : Epoch 1627 | loss: 0.0311186 | val_loss: 0.0311445 | Time: 1418.38 ms
[2022-04-24 01:16:27 main:574] : INFO : Epoch 1628 | loss: 0.0311173 | val_loss: 0.0311461 | Time: 1388.62 ms
[2022-04-24 01:16:29 main:574] : INFO : Epoch 1629 | loss: 0.0311157 | val_loss: 0.03115 | Time: 1396.55 ms
[2022-04-24 01:16:30 main:574] : INFO : Epoch 1630 | loss: 0.0311139 | val_loss: 0.0311437 | Time: 1412.44 ms
[2022-04-24 01:16:32 main:574] : INFO : Epoch 1631 | loss: 0.0311171 | val_loss: 0.0311472 | Time: 1426.02 ms
[2022-04-24 01:16:33 main:574] : INFO : Epoch 1632 | loss: 0.0311183 | val_loss: 0.031144 | Time: 1401.83 ms
[2022-04-24 01:16:35 main:574] : INFO : Epoch 1633 | loss: 0.0311182 | val_loss: 0.0311474 | Time: 1424.55 ms
[2022-04-24 01:16:36 main:574] : INFO : Epoch 1634 | loss: 0.0311154 | val_loss: 0.0311449 | Time: 1408.91 ms
[2022-04-24 01:16:37 main:574] : INFO : Epoch 1635 | loss: 0.0311134 | val_loss: 0.031148 | Time: 1406.5 ms
[2022-04-24 01:16:39 main:574] : INFO : Epoch 1636 | loss: 0.0311179 | val_loss: 0.0311477 | Time: 1412.52 ms
[2022-04-24 01:16:40 main:574] : INFO : Epoch 1637 | loss: 0.0311147 | val_loss: 0.0311475 | Time: 1433.73 ms
[2022-04-24 01:16:42 main:574] : INFO : Epoch 1638 | loss: 0.0311154 | val_loss: 0.0311511 | Time: 1469.59 ms
[2022-04-24 01:16:43 main:574] : INFO : Epoch 1639 | loss: 0.031115 | val_loss: 0.03115 | Time: 1388.8 ms
[2022-04-24 01:16:45 main:574] : INFO : Epoch 1640 | loss: 0.0311129 | val_loss: 0.0311462 | Time: 1380.09 ms
[2022-04-24 01:16:46 main:574] : INFO : Epoch 1641 | loss: 0.0311108 | val_loss: 0.0311437 | Time: 1386.36 ms
[2022-04-24 01:16:47 main:574] : INFO : Epoch 1642 | loss: 0.0311091 | val_loss: 0.0311474 | Time: 1388.61 ms
[2022-04-24 01:16:49 main:574] : INFO : Epoch 1643 | loss: 0.0311118 | val_loss: 0.0311461 | Time: 1411.95 ms
[2022-04-24 01:16:50 main:574] : INFO : Epoch 1644 | loss: 0.0311165 | val_loss: 0.031145 | Time: 1399.61 ms
[2022-04-24 01:16:52 main:574] : INFO : Epoch 1645 | loss: 0.0311177 | val_loss: 0.0311473 | Time: 1437.26 ms
[2022-04-24 01:16:53 main:574] : INFO : Epoch 1646 | loss: 0.0311169 | val_loss: 0.031145 | Time: 1404.62 ms
[2022-04-24 01:16:54 main:574] : INFO : Epoch 1647 | loss: 0.0311127 | val_loss: 0.0311455 | Time: 1435.38 ms
[2022-04-24 01:16:56 main:574] : INFO : Epoch 1648 | loss: 0.031112 | val_loss: 0.0311477 | Time: 1418.7 ms
[2022-04-24 01:16:57 main:574] : INFO : Epoch 1649 | loss: 0.0311106 | val_loss: 0.0311486 | Time: 1429.89 ms
[2022-04-24 01:16:59 main:574] : INFO : Epoch 1650 | loss: 0.0311107 | val_loss: 0.0311505 | Time: 1399.1 ms
[2022-04-24 01:17:00 main:574] : INFO : Epoch 1651 | loss: 0.0311155 | val_loss: 0.0311398 | Time: 1385.49 ms
[2022-04-24 01:17:02 main:574] : INFO : Epoch 1652 | loss: 0.0311134 | val_loss: 0.0311439 | Time: 1423.45 ms
[2022-04-24 01:17:03 main:574] : INFO : Epoch 1653 | loss: 0.0311149 | val_loss: 0.0311448 | Time: 1366.82 ms
[2022-04-24 01:17:04 main:574] : INFO : Epoch 1654 | loss: 0.0311112 | val_loss: 0.0311442 | Time: 1401.26 ms
[2022-04-24 01:17:06 main:574] : INFO : Epoch 1655 | loss: 0.031111 | val_loss: 0.0311464 | Time: 1399.15 ms
[2022-04-24 01:17:07 main:574] : INFO : Epoch 1656 | loss: 0.0311128 | val_loss: 0.0311453 | Time: 1430.65 ms
[2022-04-24 01:17:09 main:574] : INFO : Epoch 1657 | loss: 0.0311108 | val_loss: 0.0311456 | Time: 1370.85 ms
[2022-04-24 01:17:10 main:574] : INFO : Epoch 1658 | loss: 0.0311099 | val_loss: 0.031146 | Time: 1414.29 ms
[2022-04-24 01:17:12 main:574] : INFO : Epoch 1659 | loss: 0.0311092 | val_loss: 0.0311489 | Time: 1450.89 ms
[2022-04-24 01:17:13 main:574] : INFO : Epoch 1660 | loss: 0.0311097 | val_loss: 0.0311498 | Time: 1420.7 ms
[2022-04-24 01:17:14 main:574] : INFO : Epoch 1661 | loss: 0.0311079 | val_loss: 0.0311462 | Time: 1412.24 ms
[2022-04-24 01:17:16 main:574] : INFO : Epoch 1662 | loss: 0.0311096 | val_loss: 0.0311419 | Time: 1415.38 ms
[2022-04-24 01:17:17 main:574] : INFO : Epoch 1663 | loss: 0.0311086 | val_loss: 0.031144 | Time: 1430.57 ms
[2022-04-24 01:17:19 main:574] : INFO : Epoch 1664 | loss: 0.0311076 | val_loss: 0.031145 | Time: 1395.33 ms
[2022-04-24 01:17:20 main:574] : INFO : Epoch 1665 | loss: 0.031107 | val_loss: 0.0311452 | Time: 1378.98 ms
[2022-04-24 01:17:21 main:574] : INFO : Epoch 1666 | loss: 0.0311062 | val_loss: 0.0311459 | Time: 1408.92 ms
[2022-04-24 01:17:23 main:574] : INFO : Epoch 1667 | loss: 0.0311067 | val_loss: 0.0311437 | Time: 1416.84 ms
[2022-04-24 01:17:24 main:574] : INFO : Epoch 1668 | loss: 0.0311084 | val_loss: 0.031143 | Time: 1421.95 ms
[2022-04-24 01:17:26 main:574] : INFO : Epoch 1669 | loss: 0.0311078 | val_loss: 0.0311452 | Time: 1411.25 ms
[2022-04-24 01:17:27 main:574] : INFO : Epoch 1670 | loss: 0.0311065 | val_loss: 0.0311473 | Time: 1396.74 ms
[2022-04-24 01:17:29 main:574] : INFO : Epoch 1671 | loss: 0.0311073 | val_loss: 0.0311485 | Time: 1404.4 ms
[2022-04-24 01:17:30 main:574] : INFO : Epoch 1672 | loss: 0.031109 | val_loss: 0.031144 | Time: 1403.83 ms
[2022-04-24 01:17:31 main:574] : INFO : Epoch 1673 | loss: 0.0311108 | val_loss: 0.0311496 | Time: 1387.13 ms
[2022-04-24 01:17:33 main:574] : INFO : Epoch 1674 | loss: 0.0311098 | val_loss: 0.0311517 | Time: 1414.49 ms
[2022-04-24 01:17:34 main:574] : INFO : Epoch 1675 | loss: 0.0311073 | val_loss: 0.0311489 | Time: 1405.99 ms
[2022-04-24 01:17:36 main:574] : INFO : Epoch 1676 | loss: 0.0311063 | val_loss: 0.0311485 | Time: 1411.54 ms
[2022-04-24 01:17:37 main:574] : INFO : Epoch 1677 | loss: 0.0311045 | val_loss: 0.0311497 | Time: 1402.16 ms
[2022-04-24 01:17:38 main:574] : INFO : Epoch 1678 | loss: 0.0311061 | val_loss: 0.0311486 | Time: 1397.82 ms
[2022-04-24 01:17:40 main:574] : INFO : Epoch 1679 | loss: 0.0311055 | val_loss: 0.0311487 | Time: 1392.21 ms
[2022-04-24 01:17:41 main:574] : INFO : Epoch 1680 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 1457.53 ms
[2022-04-24 01:17:43 main:574] : INFO : Epoch 1681 | loss: 0.0311086 | val_loss: 0.0311516 | Time: 1467.11 ms
[2022-04-24 01:17:44 main:574] : INFO : Epoch 1682 | loss: 0.0311103 | val_loss: 0.0311446 | Time: 1407.69 ms
[2022-04-24 01:17:46 main:574] : INFO : Epoch 1683 | loss: 0.0311089 | val_loss: 0.0311418 | Time: 1410.56 ms
[2022-04-24 01:17:47 main:574] : INFO : Epoch 1684 | loss: 0.0311082 | val_loss: 0.0311461 | Time: 1396.54 ms
[2022-04-24 01:17:48 main:574] : INFO : Epoch 1685 | loss: 0.0311097 | val_loss: 0.0311466 | Time: 1400.96 ms
[2022-04-24 01:17:50 main:574] : INFO : Epoch 1686 | loss: 0.03111 | val_loss: 0.0311422 | Time: 1405.75 ms
[2022-04-24 01:17:51 main:574] : INFO : Epoch 1687 | loss: 0.0311076 | val_loss: 0.0311414 | Time: 1371.61 ms
[2022-04-24 01:17:53 main:574] : INFO : Epoch 1688 | loss: 0.0311064 | val_loss: 0.0311437 | Time: 1428.28 ms
[2022-04-24 01:17:54 main:574] : INFO : Epoch 1689 | loss: 0.0311054 | val_loss: 0.0311396 | Time: 1416.19 ms
[2022-04-24 01:17:56 main:574] : INFO : Epoch 1690 | loss: 0.0311043 | val_loss: 0.0311483 | Time: 1432.7 ms
[2022-04-24 01:17:57 main:574] : INFO : Epoch 1691 | loss: 0.0311065 | val_loss: 0.0311469 | Time: 1380.54 ms
[2022-04-24 01:17:58 main:574] : INFO : Epoch 1692 | loss: 0.0311061 | val_loss: 0.031144 | Time: 1429.37 ms
[2022-04-24 01:18:00 main:574] : INFO : Epoch 1693 | loss: 0.0311041 | val_loss: 0.0311445 | Time: 1416.75 ms
[2022-04-24 01:18:01 main:574] : INFO : Epoch 1694 | loss: 0.0311036 | val_loss: 0.0311476 | Time: 1385.81 ms
[2022-04-24 01:18:03 main:574] : INFO : Epoch 1695 | loss: 0.0311041 | val_loss: 0.0311456 | Time: 1382.34 ms
[2022-04-24 01:18:04 main:574] : INFO : Epoch 1696 | loss: 0.031109 | val_loss: 0.0311421 | Time: 1370.86 ms
[2022-04-24 01:18:05 main:574] : INFO : Epoch 1697 | loss: 0.0311135 | val_loss: 0.0311499 | Time: 1363.1 ms
[2022-04-24 01:18:07 main:574] : INFO : Epoch 1698 | loss: 0.031117 | val_loss: 0.0311479 | Time: 1421.15 ms
[2022-04-24 01:18:08 main:574] : INFO : Epoch 1699 | loss: 0.0311168 | val_loss: 0.0311478 | Time: 1425.33 ms
[2022-04-24 01:18:10 main:574] : INFO : Epoch 1700 | loss: 0.0311153 | val_loss: 0.0311519 | Time: 1468.04 ms
[2022-04-24 01:18:11 main:574] : INFO : Epoch 1701 | loss: 0.0311158 | val_loss: 0.0311507 | Time: 1416.05 ms
[2022-04-24 01:18:13 main:574] : INFO : Epoch 1702 | loss: 0.0311145 | val_loss: 0.0311499 | Time: 1429.03 ms
[2022-04-24 01:18:14 main:574] : INFO : Epoch 1703 | loss: 0.0311158 | val_loss: 0.0311523 | Time: 1392.83 ms
[2022-04-24 01:18:15 main:574] : INFO : Epoch 1704 | loss: 0.0311182 | val_loss: 0.031154 | Time: 1418.74 ms
[2022-04-24 01:18:17 main:574] : INFO : Epoch 1705 | loss: 0.0311185 | val_loss: 0.0311473 | Time: 1421.38 ms
[2022-04-24 01:18:18 main:574] : INFO : Epoch 1706 | loss: 0.031119 | val_loss: 0.0311472 | Time: 1409.2 ms
[2022-04-24 01:18:20 main:574] : INFO : Epoch 1707 | loss: 0.0311169 | val_loss: 0.0311494 | Time: 1390.55 ms
[2022-04-24 01:18:21 main:574] : INFO : Epoch 1708 | loss: 0.0311155 | val_loss: 0.03115 | Time: 1413.17 ms
[2022-04-24 01:18:23 main:574] : INFO : Epoch 1709 | loss: 0.0311148 | val_loss: 0.031151 | Time: 1403.51 ms
[2022-04-24 01:18:24 main:574] : INFO : Epoch 1710 | loss: 0.031114 | val_loss: 0.0311489 | Time: 1395.17 ms
[2022-04-24 01:18:25 main:574] : INFO : Epoch 1711 | loss: 0.031111 | val_loss: 0.0311449 | Time: 1414.02 ms
[2022-04-24 01:18:27 main:574] : INFO : Epoch 1712 | loss: 0.0311105 | val_loss: 0.031146 | Time: 1369.23 ms
[2022-04-24 01:18:28 main:574] : INFO : Epoch 1713 | loss: 0.0311102 | val_loss: 0.031146 | Time: 1371.57 ms
[2022-04-24 01:18:30 main:574] : INFO : Epoch 1714 | loss: 0.0311078 | val_loss: 0.0311446 | Time: 1443.41 ms
[2022-04-24 01:18:31 main:574] : INFO : Epoch 1715 | loss: 0.0311066 | val_loss: 0.031146 | Time: 1390.67 ms
[2022-04-24 01:18:32 main:574] : INFO : Epoch 1716 | loss: 0.0311053 | val_loss: 0.0311452 | Time: 1368.7 ms
[2022-04-24 01:18:34 main:574] : INFO : Epoch 1717 | loss: 0.031108 | val_loss: 0.0311462 | Time: 1368.9 ms
[2022-04-24 01:18:35 main:574] : INFO : Epoch 1718 | loss: 0.0311089 | val_loss: 0.0311458 | Time: 1371.86 ms
[2022-04-24 01:18:37 main:574] : INFO : Epoch 1719 | loss: 0.0311065 | val_loss: 0.0311449 | Time: 1427.57 ms
[2022-04-24 01:18:38 main:574] : INFO : Epoch 1720 | loss: 0.0311056 | val_loss: 0.0311458 | Time: 1444.53 ms
[2022-04-24 01:18:40 main:574] : INFO : Epoch 1721 | loss: 0.0311035 | val_loss: 0.0311432 | Time: 1463.63 ms
[2022-04-24 01:18:41 main:574] : INFO : Epoch 1722 | loss: 0.0311056 | val_loss: 0.0311473 | Time: 1472.72 ms
[2022-04-24 01:18:43 main:574] : INFO : Epoch 1723 | loss: 0.0311081 | val_loss: 0.031143 | Time: 1483.59 ms
[2022-04-24 01:18:44 main:574] : INFO : Epoch 1724 | loss: 0.0311085 | val_loss: 0.0311457 | Time: 1402.32 ms
[2022-04-24 01:18:45 main:574] : INFO : Epoch 1725 | loss: 0.0311074 | val_loss: 0.0311472 | Time: 1394.01 ms
[2022-04-24 01:18:47 main:574] : INFO : Epoch 1726 | loss: 0.0311113 | val_loss: 0.0311427 | Time: 1383.78 ms
[2022-04-24 01:18:48 main:574] : INFO : Epoch 1727 | loss: 0.0311118 | val_loss: 0.0311465 | Time: 1377.56 ms
[2022-04-24 01:18:50 main:574] : INFO : Epoch 1728 | loss: 0.0311162 | val_loss: 0.0311464 | Time: 1399.98 ms
[2022-04-24 01:18:51 main:574] : INFO : Epoch 1729 | loss: 0.0311128 | val_loss: 0.0311475 | Time: 1410.36 ms
[2022-04-24 01:18:52 main:574] : INFO : Epoch 1730 | loss: 0.0311131 | val_loss: 0.031146 | Time: 1391.04 ms
[2022-04-24 01:18:54 main:574] : INFO : Epoch 1731 | loss: 0.0311116 | val_loss: 0.0311533 | Time: 1426.57 ms
[2022-04-24 01:18:55 main:574] : INFO : Epoch 1732 | loss: 0.0311119 | val_loss: 0.031149 | Time: 1422.86 ms
[2022-04-24 01:18:57 main:574] : INFO : Epoch 1733 | loss: 0.0311105 | val_loss: 0.0311488 | Time: 1379.05 ms
[2022-04-24 01:18:58 main:574] : INFO : Epoch 1734 | loss: 0.0311115 | val_loss: 0.0311466 | Time: 1430.78 ms
[2022-04-24 01:18:59 main:574] : INFO : Epoch 1735 | loss: 0.0311147 | val_loss: 0.0311451 | Time: 1404.52 ms
[2022-04-24 01:19:01 main:574] : INFO : Epoch 1736 | loss: 0.031116 | val_loss: 0.0311458 | Time: 1389.21 ms
[2022-04-24 01:19:02 main:574] : INFO : Epoch 1737 | loss: 0.0311142 | val_loss: 0.0311464 | Time: 1461.44 ms
[2022-04-24 01:19:04 main:574] : INFO : Epoch 1738 | loss: 0.0311174 | val_loss: 0.0311434 | Time: 1415.73 ms
[2022-04-24 01:19:05 main:574] : INFO : Epoch 1739 | loss: 0.0311173 | val_loss: 0.0311442 | Time: 1431.06 ms
[2022-04-24 01:19:07 main:574] : INFO : Epoch 1740 | loss: 0.0311191 | val_loss: 0.0311457 | Time: 1398.59 ms
[2022-04-24 01:19:08 main:574] : INFO : Epoch 1741 | loss: 0.031118 | val_loss: 0.0311457 | Time: 1411.75 ms
[2022-04-24 01:19:09 main:574] : INFO : Epoch 1742 | loss: 0.0311239 | val_loss: 0.0311492 | Time: 1416.53 ms
[2022-04-24 01:19:11 main:574] : INFO : Epoch 1743 | loss: 0.031121 | val_loss: 0.0311523 | Time: 1389.7 ms
[2022-04-24 01:19:12 main:574] : INFO : Epoch 1744 | loss: 0.0311194 | val_loss: 0.0311485 | Time: 1384.26 ms
[2022-04-24 01:19:14 main:574] : INFO : Epoch 1745 | loss: 0.0311173 | val_loss: 0.0311478 | Time: 1380.33 ms
[2022-04-24 01:19:15 main:574] : INFO : Epoch 1746 | loss: 0.0311157 | val_loss: 0.0311501 | Time: 1416.18 ms
[2022-04-24 01:19:16 main:574] : INFO : Epoch 1747 | loss: 0.0311276 | val_loss: 0.0311591 | Time: 1387.45 ms
[2022-04-24 01:19:18 main:574] : INFO : Epoch 1748 | loss: 0.0311296 | val_loss: 0.0311527 | Time: 1401.64 ms
[2022-04-24 01:19:19 main:574] : INFO : Epoch 1749 | loss: 0.0311221 | val_loss: 0.0311512 | Time: 1403.75 ms
[2022-04-24 01:19:21 main:574] : INFO : Epoch 1750 | loss: 0.0311217 | val_loss: 0.0311485 | Time: 1416.78 ms
[2022-04-24 01:19:22 main:574] : INFO : Epoch 1751 | loss: 0.0311205 | val_loss: 0.0311456 | Time: 1471.03 ms
[2022-04-24 01:19:24 main:574] : INFO : Epoch 1752 | loss: 0.0311191 | val_loss: 0.0311505 | Time: 1547.21 ms
[2022-04-24 01:19:25 main:574] : INFO : Epoch 1753 | loss: 0.0311188 | val_loss: 0.0311503 | Time: 1501.32 ms
[2022-04-24 01:19:27 main:574] : INFO : Epoch 1754 | loss: 0.0311183 | val_loss: 0.0311506 | Time: 1400.89 ms
[2022-04-24 01:19:28 main:574] : INFO : Epoch 1755 | loss: 0.031118 | val_loss: 0.0311501 | Time: 1418.08 ms
[2022-04-24 01:19:30 main:574] : INFO : Epoch 1756 | loss: 0.0311168 | val_loss: 0.0311469 | Time: 1403.99 ms
[2022-04-24 01:19:31 main:574] : INFO : Epoch 1757 | loss: 0.0311158 | val_loss: 0.0311468 | Time: 1397.8 ms
[2022-04-24 01:19:32 main:574] : INFO : Epoch 1758 | loss: 0.031116 | val_loss: 0.0311506 | Time: 1392.74 ms
[2022-04-24 01:19:34 main:574] : INFO : Epoch 1759 | loss: 0.0311146 | val_loss: 0.0311468 | Time: 1404.28 ms
[2022-04-24 01:19:35 main:574] : INFO : Epoch 1760 | loss: 0.031111 | val_loss: 0.0311466 | Time: 1421.12 ms
[2022-04-24 01:19:37 main:574] : INFO : Epoch 1761 | loss: 0.0311116 | val_loss: 0.0311483 | Time: 1403.94 ms
[2022-04-24 01:19:38 main:574] : INFO : Epoch 1762 | loss: 0.0311132 | val_loss: 0.031158 | Time: 1371.35 ms
[2022-04-24 01:19:39 main:574] : INFO : Epoch 1763 | loss: 0.0311164 | val_loss: 0.031148 | Time: 1394.99 ms
[2022-04-24 01:19:41 main:574] : INFO : Epoch 1764 | loss: 0.0311152 | val_loss: 0.0311452 | Time: 1440.11 ms
[2022-04-24 01:19:42 main:574] : INFO : Epoch 1765 | loss: 0.0311132 | val_loss: 0.0311473 | Time: 1455.15 ms
[2022-04-24 01:19:44 main:574] : INFO : Epoch 1766 | loss: 0.0311139 | val_loss: 0.0311503 | Time: 1407.14 ms
[2022-04-24 01:19:45 main:574] : INFO : Epoch 1767 | loss: 0.0311123 | val_loss: 0.0311429 | Time: 1442.94 ms
[2022-04-24 01:19:47 main:574] : INFO : Epoch 1768 | loss: 0.0311114 | val_loss: 0.0311484 | Time: 1407.18 ms
[2022-04-24 01:19:48 main:574] : INFO : Epoch 1769 | loss: 0.0311144 | val_loss: 0.0311447 | Time: 1407.13 ms
[2022-04-24 01:19:49 main:574] : INFO : Epoch 1770 | loss: 0.0311169 | val_loss: 0.0311462 | Time: 1409.09 ms
[2022-04-24 01:19:51 main:574] : INFO : Epoch 1771 | loss: 0.0311147 | val_loss: 0.0311466 | Time: 1392.41 ms
[2022-04-24 01:19:52 main:574] : INFO : Epoch 1772 | loss: 0.0311147 | val_loss: 0.03115 | Time: 1394.81 ms
[2022-04-24 01:19:54 main:574] : INFO : Epoch 1773 | loss: 0.0311159 | val_loss: 0.0311436 | Time: 1398.77 ms
[2022-04-24 01:19:55 main:574] : INFO : Epoch 1774 | loss: 0.031112 | val_loss: 0.0311448 | Time: 1374.89 ms
[2022-04-24 01:19:56 main:574] : INFO : Epoch 1775 | loss: 0.0311134 | val_loss: 0.031146 | Time: 1402.97 ms
[2022-04-24 01:19:58 main:574] : INFO : Epoch 1776 | loss: 0.0311147 | val_loss: 0.031147 | Time: 1411.75 ms
[2022-04-24 01:19:59 main:574] : INFO : Epoch 1777 | loss: 0.0311102 | val_loss: 0.031146 | Time: 1411.98 ms
[2022-04-24 01:20:01 main:574] : INFO : Epoch 1778 | loss: 0.0311084 | val_loss: 0.0311456 | Time: 1385.69 ms
[2022-04-24 01:20:02 main:574] : INFO : Epoch 1779 | loss: 0.0311083 | val_loss: 0.0311454 | Time: 1430.64 ms
[2022-04-24 01:20:04 main:574] : INFO : Epoch 1780 | loss: 0.0311072 | val_loss: 0.0311449 | Time: 1408.85 ms
[2022-04-24 01:20:05 main:574] : INFO : Epoch 1781 | loss: 0.0311068 | val_loss: 0.0311468 | Time: 1429.04 ms
[2022-04-24 01:20:06 main:574] : INFO : Epoch 1782 | loss: 0.0311083 | val_loss: 0.0311491 | Time: 1427.75 ms
[2022-04-24 01:20:08 main:574] : INFO : Epoch 1783 | loss: 0.0311058 | val_loss: 0.0311452 | Time: 1383.62 ms
[2022-04-24 01:20:09 main:574] : INFO : Epoch 1784 | loss: 0.0311062 | val_loss: 0.0311444 | Time: 1395.76 ms
[2022-04-24 01:20:11 main:574] : INFO : Epoch 1785 | loss: 0.0311058 | val_loss: 0.0311472 | Time: 1406.48 ms
[2022-04-24 01:20:12 main:574] : INFO : Epoch 1786 | loss: 0.0311063 | val_loss: 0.0311435 | Time: 1390.48 ms
[2022-04-24 01:20:14 main:574] : INFO : Epoch 1787 | loss: 0.0311058 | val_loss: 0.0311441 | Time: 1446.22 ms
[2022-04-24 01:20:15 main:574] : INFO : Epoch 1788 | loss: 0.0311068 | val_loss: 0.0311444 | Time: 1431.84 ms
[2022-04-24 01:20:16 main:574] : INFO : Epoch 1789 | loss: 0.0311062 | val_loss: 0.0311471 | Time: 1415.94 ms
[2022-04-24 01:20:18 main:574] : INFO : Epoch 1790 | loss: 0.031115 | val_loss: 0.0311525 | Time: 1401.91 ms
[2022-04-24 01:20:19 main:574] : INFO : Epoch 1791 | loss: 0.0311136 | val_loss: 0.031152 | Time: 1356.32 ms
[2022-04-24 01:20:21 main:574] : INFO : Epoch 1792 | loss: 0.0311108 | val_loss: 0.031148 | Time: 1396.04 ms
[2022-04-24 01:20:22 main:574] : INFO : Epoch 1793 | loss: 0.0311096 | val_loss: 0.0311504 | Time: 1435.67 ms
[2022-04-24 01:20:23 main:574] : INFO : Epoch 1794 | loss: 0.0311145 | val_loss: 0.0311521 | Time: 1393.21 ms
[2022-04-24 01:20:25 main:574] : INFO : Epoch 1795 | loss: 0.0311137 | val_loss: 0.0311533 | Time: 1390.05 ms
[2022-04-24 01:20:26 main:574] : INFO : Epoch 1796 | loss: 0.0311115 | val_loss: 0.0311498 | Time: 1381.62 ms
[2022-04-24 01:20:28 main:574] : INFO : Epoch 1797 | loss: 0.0311101 | val_loss: 0.0311549 | Time: 1416.2 ms
[2022-04-24 01:20:29 main:574] : INFO : Epoch 1798 | loss: 0.0311085 | val_loss: 0.0311501 | Time: 1401.62 ms
[2022-04-24 01:20:31 main:574] : INFO : Epoch 1799 | loss: 0.0311077 | val_loss: 0.0311515 | Time: 1438.8 ms
[2022-04-24 01:20:32 main:574] : INFO : Epoch 1800 | loss: 0.0311099 | val_loss: 0.0311459 | Time: 1409.14 ms
[2022-04-24 01:20:33 main:574] : INFO : Epoch 1801 | loss: 0.0311102 | val_loss: 0.0311462 | Time: 1400.3 ms
[2022-04-24 01:20:35 main:574] : INFO : Epoch 1802 | loss: 0.0311083 | val_loss: 0.0311485 | Time: 1409.25 ms
[2022-04-24 01:20:36 main:574] : INFO : Epoch 1803 | loss: 0.031111 | val_loss: 0.0311549 | Time: 1397.23 ms
[2022-04-24 01:20:38 main:574] : INFO : Epoch 1804 | loss: 0.0311244 | val_loss: 0.0311483 | Time: 1388.53 ms
[2022-04-24 01:20:39 main:574] : INFO : Epoch 1805 | loss: 0.031126 | val_loss: 0.0311459 | Time: 1423.49 ms
[2022-04-24 01:20:40 main:574] : INFO : Epoch 1806 | loss: 0.0311229 | val_loss: 0.0311425 | Time: 1472.52 ms
[2022-04-24 01:20:42 main:574] : INFO : Epoch 1807 | loss: 0.0311226 | val_loss: 0.0311513 | Time: 1428.98 ms
[2022-04-24 01:20:43 main:574] : INFO : Epoch 1808 | loss: 0.0311188 | val_loss: 0.0311475 | Time: 1405.78 ms
[2022-04-24 01:20:45 main:574] : INFO : Epoch 1809 | loss: 0.0311167 | val_loss: 0.0311446 | Time: 1385.38 ms
[2022-04-24 01:20:46 main:574] : INFO : Epoch 1810 | loss: 0.0311155 | val_loss: 0.0311444 | Time: 1405.62 ms
[2022-04-24 01:20:48 main:574] : INFO : Epoch 1811 | loss: 0.0311149 | val_loss: 0.031145 | Time: 1420.57 ms
[2022-04-24 01:20:49 main:574] : INFO : Epoch 1812 | loss: 0.0311185 | val_loss: 0.0311495 | Time: 1384.73 ms
[2022-04-24 01:20:50 main:574] : INFO : Epoch 1813 | loss: 0.0311156 | val_loss: 0.0311476 | Time: 1398.3 ms
[2022-04-24 01:20:52 main:574] : INFO : Epoch 1814 | loss: 0.0311156 | val_loss: 0.0311518 | Time: 1394.83 ms
[2022-04-24 01:20:53 main:574] : INFO : Epoch 1815 | loss: 0.0311156 | val_loss: 0.0311426 | Time: 1409.16 ms
[2022-04-24 01:20:55 main:574] : INFO : Epoch 1816 | loss: 0.0311119 | val_loss: 0.0311412 | Time: 1431.04 ms
[2022-04-24 01:20:56 main:574] : INFO : Epoch 1817 | loss: 0.0311146 | val_loss: 0.0311434 | Time: 1410.35 ms
[2022-04-24 01:20:58 main:574] : INFO : Epoch 1818 | loss: 0.0311147 | val_loss: 0.0311409 | Time: 1395.69 ms
[2022-04-24 01:20:59 main:574] : INFO : Epoch 1819 | loss: 0.0311144 | val_loss: 0.0311469 | Time: 1395.59 ms
[2022-04-24 01:21:00 main:574] : INFO : Epoch 1820 | loss: 0.0311164 | val_loss: 0.0311418 | Time: 1429.56 ms
[2022-04-24 01:21:02 main:574] : INFO : Epoch 1821 | loss: 0.0311161 | val_loss: 0.0311439 | Time: 1408.08 ms
[2022-04-24 01:21:03 main:574] : INFO : Epoch 1822 | loss: 0.0311127 | val_loss: 0.0311437 | Time: 1403.62 ms
[2022-04-24 01:21:05 main:574] : INFO : Epoch 1823 | loss: 0.0311096 | val_loss: 0.0311447 | Time: 1387.05 ms
[2022-04-24 01:21:06 main:574] : INFO : Epoch 1824 | loss: 0.0311109 | val_loss: 0.0311415 | Time: 1432.07 ms
[2022-04-24 01:21:07 main:574] : INFO : Epoch 1825 | loss: 0.0311141 | val_loss: 0.0311417 | Time: 1395.86 ms
[2022-04-24 01:21:09 main:574] : INFO : Epoch 1826 | loss: 0.0311115 | val_loss: 0.0311416 | Time: 1366.53 ms
[2022-04-24 01:21:10 main:574] : INFO : Epoch 1827 | loss: 0.0311112 | val_loss: 0.0311479 | Time: 1395.43 ms
[2022-04-24 01:21:12 main:574] : INFO : Epoch 1828 | loss: 0.0311125 | val_loss: 0.0311476 | Time: 1394.82 ms
[2022-04-24 01:21:13 main:574] : INFO : Epoch 1829 | loss: 0.0311097 | val_loss: 0.0311412 | Time: 1386.1 ms
[2022-04-24 01:21:14 main:574] : INFO : Epoch 1830 | loss: 0.0311072 | val_loss: 0.0311409 | Time: 1388.12 ms
[2022-04-24 01:21:16 main:574] : INFO : Epoch 1831 | loss: 0.0311067 | val_loss: 0.0311421 | Time: 1408.42 ms
[2022-04-24 01:21:17 main:574] : INFO : Epoch 1832 | loss: 0.0311059 | val_loss: 0.0311442 | Time: 1388.92 ms
[2022-04-24 01:21:19 main:574] : INFO : Epoch 1833 | loss: 0.0311055 | val_loss: 0.0311422 | Time: 1411.69 ms
[2022-04-24 01:21:20 main:574] : INFO : Epoch 1834 | loss: 0.0311063 | val_loss: 0.0311457 | Time: 1418.04 ms
[2022-04-24 01:21:22 main:574] : INFO : Epoch 1835 | loss: 0.0311102 | val_loss: 0.0311461 | Time: 1436.07 ms
[2022-04-24 01:21:23 main:574] : INFO : Epoch 1836 | loss: 0.0311101 | val_loss: 0.0311472 | Time: 1374.86 ms
[2022-04-24 01:21:24 main:574] : INFO : Epoch 1837 | loss: 0.0311139 | val_loss: 0.0311494 | Time: 1379.26 ms
[2022-04-24 01:21:26 main:574] : INFO : Epoch 1838 | loss: 0.0311189 | val_loss: 0.0311464 | Time: 1395.68 ms
[2022-04-24 01:21:27 main:574] : INFO : Epoch 1839 | loss: 0.0311145 | val_loss: 0.0311424 | Time: 1411.81 ms
[2022-04-24 01:21:29 main:574] : INFO : Epoch 1840 | loss: 0.0311118 | val_loss: 0.0311434 | Time: 1389.43 ms
[2022-04-24 01:21:30 main:574] : INFO : Epoch 1841 | loss: 0.0311078 | val_loss: 0.0311417 | Time: 1414.14 ms
[2022-04-24 01:21:31 main:574] : INFO : Epoch 1842 | loss: 0.031108 | val_loss: 0.0311451 | Time: 1368.23 ms
[2022-04-24 01:21:33 main:574] : INFO : Epoch 1843 | loss: 0.0311058 | val_loss: 0.0311437 | Time: 1408.1 ms
[2022-04-24 01:21:34 main:574] : INFO : Epoch 1844 | loss: 0.0311069 | val_loss: 0.0311421 | Time: 1373.92 ms
[2022-04-24 01:21:36 main:574] : INFO : Epoch 1845 | loss: 0.0311059 | val_loss: 0.0311442 | Time: 1390.98 ms
[2022-04-24 01:21:37 main:574] : INFO : Epoch 1846 | loss: 0.0311043 | val_loss: 0.0311448 | Time: 1408.88 ms
[2022-04-24 01:21:38 main:574] : INFO : Epoch 1847 | loss: 0.0311035 | val_loss: 0.0311436 | Time: 1403.81 ms
[2022-04-24 01:21:40 main:574] : INFO : Epoch 1848 | loss: 0.0311033 | val_loss: 0.0311472 | Time: 1442.88 ms
[2022-04-24 01:21:41 main:574] : INFO : Epoch 1849 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 1440.7 ms
[2022-04-24 01:21:43 main:574] : INFO : Epoch 1850 | loss: 0.0311088 | val_loss: 0.0311448 | Time: 1427.21 ms
[2022-04-24 01:21:44 main:574] : INFO : Epoch 1851 | loss: 0.031113 | val_loss: 0.0311499 | Time: 1401.02 ms
[2022-04-24 01:21:46 main:574] : INFO : Epoch 1852 | loss: 0.0311178 | val_loss: 0.0311473 | Time: 1395.67 ms
[2022-04-24 01:21:47 main:574] : INFO : Epoch 1853 | loss: 0.0311144 | val_loss: 0.0311457 | Time: 1419.15 ms
[2022-04-24 01:21:48 main:574] : INFO : Epoch 1854 | loss: 0.0311169 | val_loss: 0.0311497 | Time: 1405.86 ms
[2022-04-24 01:21:50 main:574] : INFO : Epoch 1855 | loss: 0.0311119 | val_loss: 0.0311458 | Time: 1407.29 ms
[2022-04-24 01:21:51 main:574] : INFO : Epoch 1856 | loss: 0.0311099 | val_loss: 0.0311461 | Time: 1389.1 ms
[2022-04-24 01:21:53 main:574] : INFO : Epoch 1857 | loss: 0.0311099 | val_loss: 0.0311473 | Time: 1394.7 ms
[2022-04-24 01:21:54 main:574] : INFO : Epoch 1858 | loss: 0.0311073 | val_loss: 0.0311526 | Time: 1422.67 ms
[2022-04-24 01:21:56 main:574] : INFO : Epoch 1859 | loss: 0.0311084 | val_loss: 0.0311455 | Time: 1406.06 ms
[2022-04-24 01:21:57 main:574] : INFO : Epoch 1860 | loss: 0.03111 | val_loss: 0.0311439 | Time: 1403.9 ms
[2022-04-24 01:21:58 main:574] : INFO : Epoch 1861 | loss: 0.0311101 | val_loss: 0.0311469 | Time: 1394.69 ms
[2022-04-24 01:22:00 main:574] : INFO : Epoch 1862 | loss: 0.0311094 | val_loss: 0.031149 | Time: 1421.24 ms
[2022-04-24 01:22:01 main:574] : INFO : Epoch 1863 | loss: 0.031113 | val_loss: 0.0311426 | Time: 1397.58 ms
[2022-04-24 01:22:03 main:574] : INFO : Epoch 1864 | loss: 0.0311153 | val_loss: 0.0311495 | Time: 1398.15 ms
[2022-04-24 01:22:04 main:574] : INFO : Epoch 1865 | loss: 0.0311116 | val_loss: 0.0311434 | Time: 1418.68 ms
[2022-04-24 01:22:05 main:574] : INFO : Epoch 1866 | loss: 0.0311165 | val_loss: 0.031146 | Time: 1401.64 ms
[2022-04-24 01:22:07 main:574] : INFO : Epoch 1867 | loss: 0.0311138 | val_loss: 0.0311407 | Time: 1437.09 ms
[2022-04-24 01:22:08 main:574] : INFO : Epoch 1868 | loss: 0.0311097 | val_loss: 0.0311452 | Time: 1384.83 ms
[2022-04-24 01:22:10 main:574] : INFO : Epoch 1869 | loss: 0.0311067 | val_loss: 0.0311454 | Time: 1406.06 ms
[2022-04-24 01:22:11 main:574] : INFO : Epoch 1870 | loss: 0.0311102 | val_loss: 0.0311487 | Time: 1401.85 ms
[2022-04-24 01:22:13 main:574] : INFO : Epoch 1871 | loss: 0.0311097 | val_loss: 0.0311428 | Time: 1424.46 ms
[2022-04-24 01:22:14 main:574] : INFO : Epoch 1872 | loss: 0.0311112 | val_loss: 0.0311443 | Time: 1425.27 ms
[2022-04-24 01:22:15 main:574] : INFO : Epoch 1873 | loss: 0.0311119 | val_loss: 0.0311451 | Time: 1392.94 ms
[2022-04-24 01:22:17 main:574] : INFO : Epoch 1874 | loss: 0.0311109 | val_loss: 0.0311428 | Time: 1399.73 ms
[2022-04-24 01:22:18 main:574] : INFO : Epoch 1875 | loss: 0.0311151 | val_loss: 0.0311531 | Time: 1416.76 ms
[2022-04-24 01:22:20 main:574] : INFO : Epoch 1876 | loss: 0.0311205 | val_loss: 0.0311508 | Time: 1390.49 ms
[2022-04-24 01:22:21 main:574] : INFO : Epoch 1877 | loss: 0.0311127 | val_loss: 0.0311449 | Time: 1387.4 ms
[2022-04-24 01:22:23 main:574] : INFO : Epoch 1878 | loss: 0.0311099 | val_loss: 0.0311488 | Time: 1452.33 ms
[2022-04-24 01:22:24 main:574] : INFO : Epoch 1879 | loss: 0.0311104 | val_loss: 0.0311459 | Time: 1410.57 ms
[2022-04-24 01:22:25 main:574] : INFO : Epoch 1880 | loss: 0.0311081 | val_loss: 0.0311409 | Time: 1386.07 ms
[2022-04-24 01:22:27 main:574] : INFO : Epoch 1881 | loss: 0.031105 | val_loss: 0.0311454 | Time: 1415.26 ms
[2022-04-24 01:22:28 main:574] : INFO : Epoch 1882 | loss: 0.0311056 | val_loss: 0.0311575 | Time: 1376.29 ms
[2022-04-24 01:22:30 main:574] : INFO : Epoch 1883 | loss: 0.0311083 | val_loss: 0.0311476 | Time: 1395.06 ms
[2022-04-24 01:22:31 main:574] : INFO : Epoch 1884 | loss: 0.0311067 | val_loss: 0.0311457 | Time: 1397.39 ms
[2022-04-24 01:22:32 main:574] : INFO : Epoch 1885 | loss: 0.0311088 | val_loss: 0.0311485 | Time: 1388.37 ms
[2022-04-24 01:22:34 main:574] : INFO : Epoch 1886 | loss: 0.0311114 | val_loss: 0.0311498 | Time: 1394.82 ms
[2022-04-24 01:22:35 main:574] : INFO : Epoch 1887 | loss: 0.0311125 | val_loss: 0.0311484 | Time: 1382.72 ms
[2022-04-24 01:22:37 main:574] : INFO : Epoch 1888 | loss: 0.0311111 | val_loss: 0.031149 | Time: 1428.52 ms
[2022-04-24 01:22:38 main:574] : INFO : Epoch 1889 | loss: 0.031111 | val_loss: 0.0311475 | Time: 1401.63 ms
[2022-04-24 01:22:39 main:574] : INFO : Epoch 1890 | loss: 0.0311088 | val_loss: 0.0311467 | Time: 1397.83 ms
[2022-04-24 01:22:41 main:574] : INFO : Epoch 1891 | loss: 0.0311085 | val_loss: 0.0311459 | Time: 1416.21 ms
[2022-04-24 01:22:42 main:574] : INFO : Epoch 1892 | loss: 0.0311109 | val_loss: 0.031151 | Time: 1442.48 ms
[2022-04-24 01:22:44 main:574] : INFO : Epoch 1893 | loss: 0.0311131 | val_loss: 0.0311555 | Time: 1373.86 ms
[2022-04-24 01:22:45 main:574] : INFO : Epoch 1894 | loss: 0.0311134 | val_loss: 0.031148 | Time: 1422.94 ms
[2022-04-24 01:22:47 main:574] : INFO : Epoch 1895 | loss: 0.0311113 | val_loss: 0.0311452 | Time: 1377.07 ms
[2022-04-24 01:22:48 main:574] : INFO : Epoch 1896 | loss: 0.0311102 | val_loss: 0.0311501 | Time: 1415.37 ms
[2022-04-24 01:22:49 main:574] : INFO : Epoch 1897 | loss: 0.0311121 | val_loss: 0.0311443 | Time: 1403.21 ms
[2022-04-24 01:22:51 main:574] : INFO : Epoch 1898 | loss: 0.0311092 | val_loss: 0.0311431 | Time: 1448.67 ms
[2022-04-24 01:22:52 main:574] : INFO : Epoch 1899 | loss: 0.031109 | val_loss: 0.0311493 | Time: 1472.88 ms
[2022-04-24 01:22:54 main:574] : INFO : Epoch 1900 | loss: 0.031108 | val_loss: 0.0311493 | Time: 1438.26 ms
[2022-04-24 01:22:55 main:574] : INFO : Epoch 1901 | loss: 0.031111 | val_loss: 0.0311488 | Time: 1409.61 ms
[2022-04-24 01:22:57 main:574] : INFO : Epoch 1902 | loss: 0.0311139 | val_loss: 0.0311508 | Time: 1398.14 ms
[2022-04-24 01:22:58 main:574] : INFO : Epoch 1903 | loss: 0.0311122 | val_loss: 0.0311438 | Time: 1399.16 ms
[2022-04-24 01:22:59 main:574] : INFO : Epoch 1904 | loss: 0.0311124 | val_loss: 0.0311515 | Time: 1417.09 ms
[2022-04-24 01:23:01 main:574] : INFO : Epoch 1905 | loss: 0.0311101 | val_loss: 0.0311535 | Time: 1371.99 ms
[2022-04-24 01:23:02 main:574] : INFO : Epoch 1906 | loss: 0.0311084 | val_loss: 0.0311486 | Time: 1392.89 ms
[2022-04-24 01:23:04 main:574] : INFO : Epoch 1907 | loss: 0.0311075 | val_loss: 0.0311465 | Time: 1420.63 ms
[2022-04-24 01:23:05 main:574] : INFO : Epoch 1908 | loss: 0.0311111 | val_loss: 0.0311577 | Time: 1440.95 ms
[2022-04-24 01:23:07 main:574] : INFO : Epoch 1909 | loss: 0.0311119 | val_loss: 0.0311515 | Time: 1394.53 ms
[2022-04-24 01:23:08 main:574] : INFO : Epoch 1910 | loss: 0.0311084 | val_loss: 0.0311483 | Time: 1402.07 ms
[2022-04-24 01:23:09 main:574] : INFO : Epoch 1911 | loss: 0.0311088 | val_loss: 0.0311534 | Time: 1415.17 ms
[2022-04-24 01:23:11 main:574] : INFO : Epoch 1912 | loss: 0.0311093 | val_loss: 0.0311458 | Time: 1413.76 ms
[2022-04-24 01:23:12 main:574] : INFO : Epoch 1913 | loss: 0.03111 | val_loss: 0.0311447 | Time: 1421.14 ms
[2022-04-24 01:23:14 main:574] : INFO : Epoch 1914 | loss: 0.031117 | val_loss: 0.0311437 | Time: 1378.1 ms
[2022-04-24 01:23:15 main:574] : INFO : Epoch 1915 | loss: 0.0311157 | val_loss: 0.0311444 | Time: 1400.91 ms
[2022-04-24 01:23:16 main:574] : INFO : Epoch 1916 | loss: 0.031112 | val_loss: 0.0311444 | Time: 1382.07 ms
[2022-04-24 01:23:18 main:574] : INFO : Epoch 1917 | loss: 0.0311117 | val_loss: 0.0311429 | Time: 1420.4 ms
[2022-04-24 01:23:19 main:574] : INFO : Epoch 1918 | loss: 0.0311112 | val_loss: 0.0311411 | Time: 1448.25 ms
[2022-04-24 01:23:21 main:574] : INFO : Epoch 1919 | loss: 0.0311108 | val_loss: 0.0311431 | Time: 1403.69 ms
[2022-04-24 01:23:22 main:574] : INFO : Epoch 1920 | loss: 0.0311118 | val_loss: 0.0311389 | Time: 1375.83 ms
[2022-04-24 01:23:24 main:574] : INFO : Epoch 1921 | loss: 0.0311105 | val_loss: 0.031139 | Time: 1411.94 ms
[2022-04-24 01:23:25 main:574] : INFO : Epoch 1922 | loss: 0.0311074 | val_loss: 0.0311404 | Time: 1385.52 ms
[2022-04-24 01:23:26 main:574] : INFO : Epoch 1923 | loss: 0.0311074 | val_loss: 0.0311415 | Time: 1379.11 ms
[2022-04-24 01:23:28 main:574] : INFO : Epoch 1924 | loss: 0.0311095 | val_loss: 0.0311449 | Time: 1416.26 ms
[2022-04-24 01:23:29 main:574] : INFO : Epoch 1925 | loss: 0.0311104 | val_loss: 0.0311505 | Time: 1388.94 ms
[2022-04-24 01:23:31 main:574] : INFO : Epoch 1926 | loss: 0.0311096 | val_loss: 0.0311428 | Time: 1372.25 ms
[2022-04-24 01:23:32 main:574] : INFO : Epoch 1927 | loss: 0.0311102 | val_loss: 0.031149 | Time: 1380.94 ms
[2022-04-24 01:23:33 main:574] : INFO : Epoch 1928 | loss: 0.0311109 | val_loss: 0.0311477 | Time: 1389.53 ms
[2022-04-24 01:23:35 main:574] : INFO : Epoch 1929 | loss: 0.0311111 | val_loss: 0.0311457 | Time: 1404.77 ms
[2022-04-24 01:23:36 main:574] : INFO : Epoch 1930 | loss: 0.0311079 | val_loss: 0.0311417 | Time: 1431.06 ms
[2022-04-24 01:23:38 main:574] : INFO : Epoch 1931 | loss: 0.0311039 | val_loss: 0.0311438 | Time: 1391.99 ms
[2022-04-24 01:23:39 main:574] : INFO : Epoch 1932 | loss: 0.0311042 | val_loss: 0.0311446 | Time: 1400.33 ms
[2022-04-24 01:23:40 main:574] : INFO : Epoch 1933 | loss: 0.0311042 | val_loss: 0.0311409 | Time: 1404.55 ms
[2022-04-24 01:23:42 main:574] : INFO : Epoch 1934 | loss: 0.0311049 | val_loss: 0.0311462 | Time: 1463.81 ms
[2022-04-24 01:23:43 main:574] : INFO : Epoch 1935 | loss: 0.0311051 | val_loss: 0.0311476 | Time: 1421.18 ms
[2022-04-24 01:23:45 main:574] : INFO : Epoch 1936 | loss: 0.0311082 | val_loss: 0.0311448 | Time: 1388.7 ms
[2022-04-24 01:23:46 main:574] : INFO : Epoch 1937 | loss: 0.0311089 | val_loss: 0.0311444 | Time: 1370.77 ms
[2022-04-24 01:23:48 main:574] : INFO : Epoch 1938 | loss: 0.0311054 | val_loss: 0.0311452 | Time: 1436.52 ms
[2022-04-24 01:23:49 main:574] : INFO : Epoch 1939 | loss: 0.031105 | val_loss: 0.0311431 | Time: 1403.72 ms
[2022-04-24 01:23:50 main:574] : INFO : Epoch 1940 | loss: 0.0311047 | val_loss: 0.0311439 | Time: 1426.09 ms
[2022-04-24 01:23:52 main:574] : INFO : Epoch 1941 | loss: 0.0311148 | val_loss: 0.0311544 | Time: 1421.95 ms
[2022-04-24 01:23:53 main:574] : INFO : Epoch 1942 | loss: 0.0311282 | val_loss: 0.0311507 | Time: 1396.23 ms
[2022-04-24 01:23:55 main:574] : INFO : Epoch 1943 | loss: 0.0311243 | val_loss: 0.0311472 | Time: 1391.79 ms
[2022-04-24 01:23:56 main:574] : INFO : Epoch 1944 | loss: 0.0311216 | val_loss: 0.0311493 | Time: 1384.76 ms
[2022-04-24 01:23:57 main:574] : INFO : Epoch 1945 | loss: 0.0311212 | val_loss: 0.031146 | Time: 1399.72 ms
[2022-04-24 01:23:59 main:574] : INFO : Epoch 1946 | loss: 0.0311199 | val_loss: 0.0311475 | Time: 1419.93 ms
[2022-04-24 01:24:00 main:574] : INFO : Epoch 1947 | loss: 0.0311189 | val_loss: 0.031149 | Time: 1400.74 ms
[2022-04-24 01:24:02 main:574] : INFO : Epoch 1948 | loss: 0.0311171 | val_loss: 0.0311469 | Time: 1387.36 ms
[2022-04-24 01:24:03 main:574] : INFO : Epoch 1949 | loss: 0.0311195 | val_loss: 0.0311437 | Time: 1390.97 ms
[2022-04-24 01:24:04 main:574] : INFO : Epoch 1950 | loss: 0.0311237 | val_loss: 0.0311534 | Time: 1417.65 ms
[2022-04-24 01:24:06 main:574] : INFO : Epoch 1951 | loss: 0.0311255 | val_loss: 0.0311528 | Time: 1399.89 ms
[2022-04-24 01:24:07 main:574] : INFO : Epoch 1952 | loss: 0.0311251 | val_loss: 0.0311467 | Time: 1404.21 ms
[2022-04-24 01:24:09 main:574] : INFO : Epoch 1953 | loss: 0.0311214 | val_loss: 0.0311509 | Time: 1388.44 ms
[2022-04-24 01:24:10 main:574] : INFO : Epoch 1954 | loss: 0.0311208 | val_loss: 0.0311484 | Time: 1406.56 ms
[2022-04-24 01:24:12 main:574] : INFO : Epoch 1955 | loss: 0.0311182 | val_loss: 0.0311499 | Time: 1379.02 ms
[2022-04-24 01:24:13 main:574] : INFO : Epoch 1956 | loss: 0.0311214 | val_loss: 0.031145 | Time: 1367.48 ms
[2022-04-24 01:24:14 main:574] : INFO : Epoch 1957 | loss: 0.0311181 | val_loss: 0.0311442 | Time: 1413.41 ms
[2022-04-24 01:24:16 main:574] : INFO : Epoch 1958 | loss: 0.0311143 | val_loss: 0.03115 | Time: 1410.07 ms
[2022-04-24 01:24:17 main:574] : INFO : Epoch 1959 | loss: 0.0311157 | val_loss: 0.0311489 | Time: 1416.91 ms
[2022-04-24 01:24:19 main:574] : INFO : Epoch 1960 | loss: 0.0311122 | val_loss: 0.0311487 | Time: 1387.89 ms
[2022-04-24 01:24:20 main:574] : INFO : Epoch 1961 | loss: 0.0311145 | val_loss: 0.0311555 | Time: 1392.1 ms
[2022-04-24 01:24:21 main:574] : INFO : Epoch 1962 | loss: 0.0311138 | val_loss: 0.0311422 | Time: 1398.52 ms
[2022-04-24 01:24:23 main:574] : INFO : Epoch 1963 | loss: 0.0311144 | val_loss: 0.0311463 | Time: 1374.93 ms
[2022-04-24 01:24:24 main:574] : INFO : Epoch 1964 | loss: 0.0311148 | val_loss: 0.0311479 | Time: 1422.54 ms
[2022-04-24 01:24:26 main:574] : INFO : Epoch 1965 | loss: 0.0311185 | val_loss: 0.0311471 | Time: 1402.97 ms
[2022-04-24 01:24:27 main:574] : INFO : Epoch 1966 | loss: 0.0311167 | val_loss: 0.0311493 | Time: 1380.3 ms
[2022-04-24 01:24:28 main:574] : INFO : Epoch 1967 | loss: 0.0311143 | val_loss: 0.0311467 | Time: 1382.87 ms
[2022-04-24 01:24:30 main:574] : INFO : Epoch 1968 | loss: 0.031116 | val_loss: 0.0311498 | Time: 1420.16 ms
[2022-04-24 01:24:31 main:574] : INFO : Epoch 1969 | loss: 0.031119 | val_loss: 0.0311462 | Time: 1411.7 ms
[2022-04-24 01:24:33 main:574] : INFO : Epoch 1970 | loss: 0.0311144 | val_loss: 0.0311461 | Time: 1384.27 ms
[2022-04-24 01:24:34 main:574] : INFO : Epoch 1971 | loss: 0.0311123 | val_loss: 0.0311427 | Time: 1415.34 ms
[2022-04-24 01:24:35 main:574] : INFO : Epoch 1972 | loss: 0.0311122 | val_loss: 0.0311449 | Time: 1374.06 ms
[2022-04-24 01:24:37 main:574] : INFO : Epoch 1973 | loss: 0.0311136 | val_loss: 0.0311473 | Time: 1401.02 ms
[2022-04-24 01:24:38 main:574] : INFO : Epoch 1974 | loss: 0.0311227 | val_loss: 0.0311504 | Time: 1416.92 ms
[2022-04-24 01:24:40 main:574] : INFO : Epoch 1975 | loss: 0.0311231 | val_loss: 0.0311436 | Time: 1376.84 ms
[2022-04-24 01:24:41 main:574] : INFO : Epoch 1976 | loss: 0.0311195 | val_loss: 0.0311437 | Time: 1463 ms
[2022-04-24 01:24:43 main:574] : INFO : Epoch 1977 | loss: 0.0311178 | val_loss: 0.0311453 | Time: 1430.12 ms
[2022-04-24 01:24:44 main:574] : INFO : Epoch 1978 | loss: 0.0311162 | val_loss: 0.0311465 | Time: 1403.88 ms
[2022-04-24 01:24:45 main:574] : INFO : Epoch 1979 | loss: 0.0311192 | val_loss: 0.0311424 | Time: 1397.48 ms
[2022-04-24 01:24:47 main:574] : INFO : Epoch 1980 | loss: 0.0311179 | val_loss: 0.0311434 | Time: 1420.32 ms
[2022-04-24 01:24:48 main:574] : INFO : Epoch 1981 | loss: 0.0311193 | val_loss: 0.0311499 | Time: 1415.61 ms
[2022-04-24 01:24:50 main:574] : INFO : Epoch 1982 | loss: 0.0311201 | val_loss: 0.0311454 | Time: 1387.09 ms
[2022-04-24 01:24:51 main:574] : INFO : Epoch 1983 | loss: 0.031115 | val_loss: 0.0311441 | Time: 1460.66 ms
[2022-04-24 01:24:53 main:574] : INFO : Epoch 1984 | loss: 0.0311133 | val_loss: 0.0311463 | Time: 1407.7 ms
[2022-04-24 01:24:54 main:574] : INFO : Epoch 1985 | loss: 0.0311139 | val_loss: 0.0311473 | Time: 1393.71 ms
[2022-04-24 01:24:55 main:574] : INFO : Epoch 1986 | loss: 0.0311122 | val_loss: 0.0311438 | Time: 1419.25 ms
[2022-04-24 01:24:57 main:574] : INFO : Epoch 1987 | loss: 0.0311115 | val_loss: 0.0311451 | Time: 1390.06 ms
[2022-04-24 01:24:58 main:574] : INFO : Epoch 1988 | loss: 0.0311102 | val_loss: 0.0311545 | Time: 1421.14 ms
[2022-04-24 01:25:00 main:574] : INFO : Epoch 1989 | loss: 0.031112 | val_loss: 0.0311463 | Time: 1401.35 ms
[2022-04-24 01:25:01 main:574] : INFO : Epoch 1990 | loss: 0.0311094 | val_loss: 0.0311456 | Time: 1387.45 ms
[2022-04-24 01:25:02 main:574] : INFO : Epoch 1991 | loss: 0.0311077 | val_loss: 0.0311453 | Time: 1401.23 ms
[2022-04-24 01:25:04 main:574] : INFO : Epoch 1992 | loss: 0.0311063 | val_loss: 0.0311454 | Time: 1382.6 ms
[2022-04-24 01:25:05 main:574] : INFO : Epoch 1993 | loss: 0.0311083 | val_loss: 0.0311451 | Time: 1418.38 ms
[2022-04-24 01:25:07 main:574] : INFO : Epoch 1994 | loss: 0.0311106 | val_loss: 0.0311413 | Time: 1429.89 ms
[2022-04-24 01:25:08 main:574] : INFO : Epoch 1995 | loss: 0.0311113 | val_loss: 0.0311391 | Time: 1425.2 ms
[2022-04-24 01:25:10 main:574] : INFO : Epoch 1996 | loss: 0.0311078 | val_loss: 0.0311382 | Time: 1397.84 ms
[2022-04-24 01:25:11 main:574] : INFO : Epoch 1997 | loss: 0.0311083 | val_loss: 0.0311409 | Time: 1389.33 ms
[2022-04-24 01:25:12 main:574] : INFO : Epoch 1998 | loss: 0.0311086 | val_loss: 0.0311426 | Time: 1412.09 ms
[2022-04-24 01:25:14 main:574] : INFO : Epoch 1999 | loss: 0.0311149 | val_loss: 0.031145 | Time: 1422.94 ms
[2022-04-24 01:25:15 main:574] : INFO : Epoch 2000 | loss: 0.0311222 | val_loss: 0.0311489 | Time: 1435.32 ms
[2022-04-24 01:25:17 main:574] : INFO : Epoch 2001 | loss: 0.0311239 | val_loss: 0.0311457 | Time: 1392.34 ms
[2022-04-24 01:25:18 main:574] : INFO : Epoch 2002 | loss: 0.031119 | val_loss: 0.0311507 | Time: 1430.74 ms
[2022-04-24 01:25:20 main:574] : INFO : Epoch 2003 | loss: 0.0311151 | val_loss: 0.0311486 | Time: 1393.66 ms
[2022-04-24 01:25:21 main:574] : INFO : Epoch 2004 | loss: 0.0311161 | val_loss: 0.0311544 | Time: 1426.68 ms
[2022-04-24 01:25:22 main:574] : INFO : Epoch 2005 | loss: 0.031118 | val_loss: 0.0311537 | Time: 1424.06 ms
[2022-04-24 01:25:24 main:574] : INFO : Epoch 2006 | loss: 0.0311171 | val_loss: 0.0311423 | Time: 1389.78 ms
[2022-04-24 01:25:25 main:574] : INFO : Epoch 2007 | loss: 0.0311128 | val_loss: 0.0311429 | Time: 1390.5 ms
[2022-04-24 01:25:27 main:574] : INFO : Epoch 2008 | loss: 0.0311082 | val_loss: 0.0311477 | Time: 1426.25 ms
[2022-04-24 01:25:28 main:574] : INFO : Epoch 2009 | loss: 0.0311069 | val_loss: 0.0311424 | Time: 1451.61 ms
[2022-04-24 01:25:30 main:574] : INFO : Epoch 2010 | loss: 0.031106 | val_loss: 0.0311412 | Time: 1407.16 ms
[2022-04-24 01:25:31 main:574] : INFO : Epoch 2011 | loss: 0.0311066 | val_loss: 0.0311442 | Time: 1429.14 ms
[2022-04-24 01:25:32 main:574] : INFO : Epoch 2012 | loss: 0.0311043 | val_loss: 0.0311437 | Time: 1400.8 ms
[2022-04-24 01:25:34 main:574] : INFO : Epoch 2013 | loss: 0.0311039 | val_loss: 0.0311428 | Time: 1406.38 ms
[2022-04-24 01:25:35 main:574] : INFO : Epoch 2014 | loss: 0.031102 | val_loss: 0.0311458 | Time: 1409.39 ms
[2022-04-24 01:25:37 main:574] : INFO : Epoch 2015 | loss: 0.0311014 | val_loss: 0.0311457 | Time: 1404.9 ms
[2022-04-24 01:25:38 main:574] : INFO : Epoch 2016 | loss: 0.0311014 | val_loss: 0.0311429 | Time: 1442.06 ms
[2022-04-24 01:25:39 main:574] : INFO : Epoch 2017 | loss: 0.031101 | val_loss: 0.0311483 | Time: 1367.69 ms
[2022-04-24 01:25:41 main:574] : INFO : Epoch 2018 | loss: 0.0311026 | val_loss: 0.0311443 | Time: 1435.49 ms
[2022-04-24 01:25:42 main:574] : INFO : Epoch 2019 | loss: 0.0311006 | val_loss: 0.0311418 | Time: 1414.69 ms
[2022-04-24 01:25:44 main:574] : INFO : Epoch 2020 | loss: 0.0311008 | val_loss: 0.0311497 | Time: 1396.39 ms
[2022-04-24 01:25:45 main:574] : INFO : Epoch 2021 | loss: 0.0310989 | val_loss: 0.0311453 | Time: 1413.85 ms
[2022-04-24 01:25:47 main:574] : INFO : Epoch 2022 | loss: 0.0310992 | val_loss: 0.0311392 | Time: 1421.32 ms
[2022-04-24 01:25:48 main:574] : INFO : Epoch 2023 | loss: 0.0310987 | val_loss: 0.0311393 | Time: 1413.08 ms
[2022-04-24 01:25:49 main:574] : INFO : Epoch 2024 | loss: 0.0311093 | val_loss: 0.0311467 | Time: 1422.27 ms
[2022-04-24 01:25:51 main:574] : INFO : Epoch 2025 | loss: 0.0311155 | val_loss: 0.0311452 | Time: 1432.44 ms
[2022-04-24 01:25:52 main:574] : INFO : Epoch 2026 | loss: 0.0311112 | val_loss: 0.0311442 | Time: 1381.76 ms
[2022-04-24 01:25:54 main:574] : INFO : Epoch 2027 | loss: 0.0311087 | val_loss: 0.0311454 | Time: 1384.98 ms
[2022-04-24 01:25:55 main:574] : INFO : Epoch 2028 | loss: 0.03111 | val_loss: 0.0311516 | Time: 1434.35 ms
[2022-04-24 01:25:57 main:574] : INFO : Epoch 2029 | loss: 0.0311129 | val_loss: 0.0311464 | Time: 1386.49 ms
[2022-04-24 01:25:58 main:574] : INFO : Epoch 2030 | loss: 0.0311077 | val_loss: 0.0311426 | Time: 1382.06 ms
[2022-04-24 01:25:59 main:574] : INFO : Epoch 2031 | loss: 0.0311073 | val_loss: 0.0311444 | Time: 1380.32 ms
[2022-04-24 01:26:01 main:574] : INFO : Epoch 2032 | loss: 0.0311068 | val_loss: 0.0311436 | Time: 1412.54 ms
[2022-04-24 01:26:02 main:574] : INFO : Epoch 2033 | loss: 0.0311066 | val_loss: 0.0311467 | Time: 1391.29 ms
[2022-04-24 01:26:04 main:574] : INFO : Epoch 2034 | loss: 0.0311059 | val_loss: 0.031142 | Time: 1406.9 ms
[2022-04-24 01:26:05 main:574] : INFO : Epoch 2035 | loss: 0.0311035 | val_loss: 0.0311456 | Time: 1476.34 ms
[2022-04-24 01:26:07 main:574] : INFO : Epoch 2036 | loss: 0.0311059 | val_loss: 0.0311476 | Time: 1384.21 ms
[2022-04-24 01:26:08 main:574] : INFO : Epoch 2037 | loss: 0.0311063 | val_loss: 0.0311479 | Time: 1390.24 ms
[2022-04-24 01:26:09 main:574] : INFO : Epoch 2038 | loss: 0.0311052 | val_loss: 0.0311508 | Time: 1396.39 ms
[2022-04-24 01:26:11 main:574] : INFO : Epoch 2039 | loss: 0.0311144 | val_loss: 0.0311543 | Time: 1396.33 ms
[2022-04-24 01:26:12 main:574] : INFO : Epoch 2040 | loss: 0.031116 | val_loss: 0.0311513 | Time: 1406.45 ms
[2022-04-24 01:26:14 main:574] : INFO : Epoch 2041 | loss: 0.0311154 | val_loss: 0.0311479 | Time: 1418.4 ms
[2022-04-24 01:26:15 main:574] : INFO : Epoch 2042 | loss: 0.0311153 | val_loss: 0.0311439 | Time: 1426.74 ms
[2022-04-24 01:26:16 main:574] : INFO : Epoch 2043 | loss: 0.0311156 | val_loss: 0.0311484 | Time: 1385.22 ms
[2022-04-24 01:26:18 main:574] : INFO : Epoch 2044 | loss: 0.0311177 | val_loss: 0.0311457 | Time: 1379.76 ms
[2022-04-24 01:26:19 main:574] : INFO : Epoch 2045 | loss: 0.0311167 | val_loss: 0.0311498 | Time: 1382.67 ms
[2022-04-24 01:26:21 main:574] : INFO : Epoch 2046 | loss: 0.0311131 | val_loss: 0.0311469 | Time: 1378.28 ms
[2022-04-24 01:26:22 main:574] : INFO : Epoch 2047 | loss: 0.0311138 | val_loss: 0.0311523 | Time: 1422.25 ms
[2022-04-24 01:26:23 main:574] : INFO : Epoch 2048 | loss: 0.0311165 | val_loss: 0.0311487 | Time: 1407.68 ms
[2022-04-24 01:26:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311487
[2022-04-24 01:26:24 main:603] : INFO : Saving end state to config to file
[2022-04-24 01:26:24 main:608] : INFO : Success, exiting..
01:26:24 (73136): 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)