Task 14622515
| Name | ParityModified-1647048907-7059-3-0_0 |
| Workunit | 11639512 |
| Created | 17 Apr 2022, 0:25:50 UTC |
| Sent | 17 Apr 2022, 0:26:00 UTC |
| Report deadline | 25 Apr 2022, 0:26:00 UTC |
| Received | 23 Apr 2022, 21:10:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 21 sec |
| CPU time | 47 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 1407.22 ms
[2022-04-24 06:58:08 main:574] : INFO : Epoch 1543 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1398.91 ms
[2022-04-24 06:58:09 main:574] : INFO : Epoch 1544 | loss: 0.0312135 | val_loss: 0.0312112 | Time: 1385.6 ms
[2022-04-24 06:58:10 main:574] : INFO : Epoch 1545 | loss: 0.0312145 | val_loss: 0.0312116 | Time: 1404.07 ms
[2022-04-24 06:58:12 main:574] : INFO : Epoch 1546 | loss: 0.0312142 | val_loss: 0.0312106 | Time: 1395.41 ms
[2022-04-24 06:58:13 main:574] : INFO : Epoch 1547 | loss: 0.0312154 | val_loss: 0.0312104 | Time: 1409.53 ms
[2022-04-24 06:58:15 main:574] : INFO : Epoch 1548 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 1394.48 ms
[2022-04-24 06:58:16 main:574] : INFO : Epoch 1549 | loss: 0.0312154 | val_loss: 0.0312193 | Time: 1354.06 ms
[2022-04-24 06:58:17 main:574] : INFO : Epoch 1550 | loss: 0.0312185 | val_loss: 0.0312149 | Time: 1402.05 ms
[2022-04-24 06:58:19 main:574] : INFO : Epoch 1551 | loss: 0.0312174 | val_loss: 0.0312158 | Time: 1424.19 ms
[2022-04-24 06:58:20 main:574] : INFO : Epoch 1552 | loss: 0.0312147 | val_loss: 0.0312102 | Time: 1480.06 ms
[2022-04-24 06:58:22 main:574] : INFO : Epoch 1553 | loss: 0.0312137 | val_loss: 0.0312108 | Time: 1446.08 ms
[2022-04-24 06:58:23 main:574] : INFO : Epoch 1554 | loss: 0.0312145 | val_loss: 0.0312113 | Time: 1398.54 ms
[2022-04-24 06:58:25 main:574] : INFO : Epoch 1555 | loss: 0.031215 | val_loss: 0.0312105 | Time: 1377.76 ms
[2022-04-24 06:58:26 main:574] : INFO : Epoch 1556 | loss: 0.0312143 | val_loss: 0.0312162 | Time: 1413.5 ms
[2022-04-24 06:58:27 main:574] : INFO : Epoch 1557 | loss: 0.0312168 | val_loss: 0.0312215 | Time: 1428.08 ms
[2022-04-24 06:58:29 main:574] : INFO : Epoch 1558 | loss: 0.0312167 | val_loss: 0.0312102 | Time: 1379.71 ms
[2022-04-24 06:58:30 main:574] : INFO : Epoch 1559 | loss: 0.0312155 | val_loss: 0.0312118 | Time: 1393.43 ms
[2022-04-24 06:58:32 main:574] : INFO : Epoch 1560 | loss: 0.0312146 | val_loss: 0.0312102 | Time: 1406.47 ms
[2022-04-24 06:58:33 main:574] : INFO : Epoch 1561 | loss: 0.0312145 | val_loss: 0.0312123 | Time: 1415.07 ms
[2022-04-24 06:58:35 main:574] : INFO : Epoch 1562 | loss: 0.0312152 | val_loss: 0.0312128 | Time: 1416.31 ms
[2022-04-24 06:58:36 main:574] : INFO : Epoch 1563 | loss: 0.0312144 | val_loss: 0.0312101 | Time: 1400.49 ms
[2022-04-24 06:58:37 main:574] : INFO : Epoch 1564 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1389.63 ms
[2022-04-24 06:58:39 main:574] : INFO : Epoch 1565 | loss: 0.0312153 | val_loss: 0.0312158 | Time: 1422.63 ms
[2022-04-24 06:58:40 main:574] : INFO : Epoch 1566 | loss: 0.0312183 | val_loss: 0.0312156 | Time: 1384.43 ms
[2022-04-24 06:58:42 main:574] : INFO : Epoch 1567 | loss: 0.0312168 | val_loss: 0.0312136 | Time: 1425.47 ms
[2022-04-24 06:58:43 main:574] : INFO : Epoch 1568 | loss: 0.0312146 | val_loss: 0.0312171 | Time: 1417.72 ms
[2022-04-24 06:58:44 main:574] : INFO : Epoch 1569 | loss: 0.0312172 | val_loss: 0.0312159 | Time: 1442.44 ms
[2022-04-24 06:58:46 main:574] : INFO : Epoch 1570 | loss: 0.0312165 | val_loss: 0.0312121 | Time: 1379.9 ms
[2022-04-24 06:58:47 main:574] : INFO : Epoch 1571 | loss: 0.0312154 | val_loss: 0.0312123 | Time: 1412.1 ms
[2022-04-24 06:58:49 main:574] : INFO : Epoch 1572 | loss: 0.0312156 | val_loss: 0.0312108 | Time: 1395.44 ms
[2022-04-24 06:58:50 main:574] : INFO : Epoch 1573 | loss: 0.0312142 | val_loss: 0.0312147 | Time: 1394.49 ms
[2022-04-24 06:58:51 main:574] : INFO : Epoch 1574 | loss: 0.031215 | val_loss: 0.0312124 | Time: 1385.16 ms
[2022-04-24 06:58:53 main:574] : INFO : Epoch 1575 | loss: 0.0312152 | val_loss: 0.0312102 | Time: 1360.95 ms
[2022-04-24 06:58:54 main:574] : INFO : Epoch 1576 | loss: 0.031214 | val_loss: 0.03121 | Time: 1370.34 ms
[2022-04-24 06:58:56 main:574] : INFO : Epoch 1577 | loss: 0.0312143 | val_loss: 0.0312109 | Time: 1379.75 ms
[2022-04-24 06:58:57 main:574] : INFO : Epoch 1578 | loss: 0.031215 | val_loss: 0.0312119 | Time: 1379.81 ms
[2022-04-24 06:58:58 main:574] : INFO : Epoch 1579 | loss: 0.0312152 | val_loss: 0.0312111 | Time: 1423.94 ms
[2022-04-24 06:59:00 main:574] : INFO : Epoch 1580 | loss: 0.031214 | val_loss: 0.0312101 | Time: 1400.68 ms
[2022-04-24 06:59:01 main:574] : INFO : Epoch 1581 | loss: 0.0312142 | val_loss: 0.0312107 | Time: 1377.09 ms
[2022-04-24 06:59:03 main:574] : INFO : Epoch 1582 | loss: 0.0312139 | val_loss: 0.0312107 | Time: 1389.5 ms
[2022-04-24 06:59:04 main:574] : INFO : Epoch 1583 | loss: 0.0312139 | val_loss: 0.0312108 | Time: 1395.72 ms
[2022-04-24 06:59:05 main:574] : INFO : Epoch 1584 | loss: 0.0312146 | val_loss: 0.0312109 | Time: 1389.96 ms
[2022-04-24 06:59:07 main:574] : INFO : Epoch 1585 | loss: 0.0312152 | val_loss: 0.0312111 | Time: 1384.86 ms
[2022-04-24 06:59:08 main:574] : INFO : Epoch 1586 | loss: 0.0312154 | val_loss: 0.031212 | Time: 1348.7 ms
[2022-04-24 06:59:10 main:574] : INFO : Epoch 1587 | loss: 0.0312157 | val_loss: 0.0312104 | Time: 1396.21 ms
[2022-04-24 06:59:11 main:574] : INFO : Epoch 1588 | loss: 0.0312136 | val_loss: 0.0312105 | Time: 1432.94 ms
[2022-04-24 06:59:13 main:574] : INFO : Epoch 1589 | loss: 0.0312138 | val_loss: 0.03121 | Time: 1451.64 ms
[2022-04-24 06:59:14 main:574] : INFO : Epoch 1590 | loss: 0.0312139 | val_loss: 0.0312103 | Time: 1423.56 ms
[2022-04-24 06:59:15 main:574] : INFO : Epoch 1591 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1414.65 ms
[2022-04-24 06:59:17 main:574] : INFO : Epoch 1592 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1428.23 ms
[2022-04-24 06:59:18 main:574] : INFO : Epoch 1593 | loss: 0.0312145 | val_loss: 0.0312114 | Time: 1409.87 ms
[2022-04-24 06:59:20 main:574] : INFO : Epoch 1594 | loss: 0.031215 | val_loss: 0.0312109 | Time: 1370.16 ms
[2022-04-24 06:59:21 main:574] : INFO : Epoch 1595 | loss: 0.0312141 | val_loss: 0.0312105 | Time: 1360.73 ms
[2022-04-24 06:59:22 main:574] : INFO : Epoch 1596 | loss: 0.0312158 | val_loss: 0.0312144 | Time: 1425.2 ms
[2022-04-24 06:59:24 main:574] : INFO : Epoch 1597 | loss: 0.031215 | val_loss: 0.0312161 | Time: 1397.45 ms
[2022-04-24 06:59:25 main:574] : INFO : Epoch 1598 | loss: 0.0312154 | val_loss: 0.0312111 | Time: 1409.67 ms
[2022-04-24 06:59:27 main:574] : INFO : Epoch 1599 | loss: 0.0312158 | val_loss: 0.0312114 | Time: 1393.01 ms
[2022-04-24 06:59:28 main:574] : INFO : Epoch 1600 | loss: 0.0312151 | val_loss: 0.0312113 | Time: 1405.92 ms
[2022-04-24 06:59:29 main:574] : INFO : Epoch 1601 | loss: 0.0312154 | val_loss: 0.0312107 | Time: 1397.02 ms
[2022-04-24 06:59:31 main:574] : INFO : Epoch 1602 | loss: 0.0312148 | val_loss: 0.0312115 | Time: 1416.53 ms
[2022-04-24 06:59:32 main:574] : INFO : Epoch 1603 | loss: 0.0312145 | val_loss: 0.0312099 | Time: 1405.08 ms
[2022-04-24 06:59:34 main:574] : INFO : Epoch 1604 | loss: 0.0312146 | val_loss: 0.0312113 | Time: 1409.4 ms
[2022-04-24 06:59:35 main:574] : INFO : Epoch 1605 | loss: 0.0312168 | val_loss: 0.0312122 | Time: 1427.8 ms
[2022-04-24 06:59:37 main:574] : INFO : Epoch 1606 | loss: 0.0312166 | val_loss: 0.0312152 | Time: 1393.93 ms
[2022-04-24 06:59:38 main:574] : INFO : Epoch 1607 | loss: 0.0312158 | val_loss: 0.0312106 | Time: 1408.67 ms
[2022-04-24 06:59:39 main:574] : INFO : Epoch 1608 | loss: 0.0312144 | val_loss: 0.0312103 | Time: 1388.71 ms
[2022-04-24 06:59:41 main:574] : INFO : Epoch 1609 | loss: 0.031214 | val_loss: 0.0312101 | Time: 1401.44 ms
[2022-04-24 06:59:42 main:574] : INFO : Epoch 1610 | loss: 0.0312138 | val_loss: 0.0312109 | Time: 1398.22 ms
[2022-04-24 06:59:44 main:574] : INFO : Epoch 1611 | loss: 0.0312146 | val_loss: 0.0312122 | Time: 1446.88 ms
[2022-04-24 06:59:45 main:574] : INFO : Epoch 1612 | loss: 0.0312151 | val_loss: 0.0312146 | Time: 1438.18 ms
[2022-04-24 06:59:47 main:574] : INFO : Epoch 1613 | loss: 0.031216 | val_loss: 0.0312132 | Time: 1411.89 ms
[2022-04-24 06:59:48 main:574] : INFO : Epoch 1614 | loss: 0.0312144 | val_loss: 0.0312124 | Time: 1435.63 ms
[2022-04-24 06:59:49 main:574] : INFO : Epoch 1615 | loss: 0.0312139 | val_loss: 0.0312121 | Time: 1408 ms
[2022-04-24 06:59:51 main:574] : INFO : Epoch 1616 | loss: 0.0312141 | val_loss: 0.0312101 | Time: 1404.25 ms
[2022-04-24 06:59:52 main:574] : INFO : Epoch 1617 | loss: 0.0312142 | val_loss: 0.0312112 | Time: 1409.51 ms
[2022-04-24 06:59:54 main:574] : INFO : Epoch 1618 | loss: 0.0312185 | val_loss: 0.0312122 | Time: 1416.34 ms
[2022-04-24 06:59:55 main:574] : INFO : Epoch 1619 | loss: 0.0312173 | val_loss: 0.0312126 | Time: 1410.49 ms
[2022-04-24 06:59:56 main:574] : INFO : Epoch 1620 | loss: 0.0312145 | val_loss: 0.0312131 | Time: 1394.89 ms
[2022-04-24 06:59:58 main:574] : INFO : Epoch 1621 | loss: 0.0312151 | val_loss: 0.0312176 | Time: 1443.58 ms
[2022-04-24 06:59:59 main:574] : INFO : Epoch 1622 | loss: 0.0312154 | val_loss: 0.0312116 | Time: 1375.9 ms
[2022-04-24 07:00:01 main:574] : INFO : Epoch 1623 | loss: 0.0312171 | val_loss: 0.0312128 | Time: 1389.93 ms
[2022-04-24 07:00:02 main:574] : INFO : Epoch 1624 | loss: 0.0312149 | val_loss: 0.0312103 | Time: 1361.7 ms
[2022-04-24 07:00:03 main:574] : INFO : Epoch 1625 | loss: 0.0312139 | val_loss: 0.0312108 | Time: 1396.31 ms
[2022-04-24 07:00:05 main:574] : INFO : Epoch 1626 | loss: 0.0312138 | val_loss: 0.0312113 | Time: 1419.04 ms
[2022-04-24 07:00:06 main:574] : INFO : Epoch 1627 | loss: 0.0312161 | val_loss: 0.031211 | Time: 1430.04 ms
[2022-04-24 07:00:08 main:574] : INFO : Epoch 1628 | loss: 0.0312157 | val_loss: 0.0312132 | Time: 1397.27 ms
[2022-04-24 07:00:09 main:574] : INFO : Epoch 1629 | loss: 0.0312171 | val_loss: 0.0312108 | Time: 1445.08 ms
[2022-04-24 07:00:11 main:574] : INFO : Epoch 1630 | loss: 0.0312179 | val_loss: 0.0312147 | Time: 1418.58 ms
[2022-04-24 07:00:12 main:574] : INFO : Epoch 1631 | loss: 0.0312192 | val_loss: 0.031211 | Time: 1442.95 ms
[2022-04-24 07:00:14 main:574] : INFO : Epoch 1632 | loss: 0.0312143 | val_loss: 0.0312103 | Time: 1409.93 ms
[2022-04-24 07:00:15 main:574] : INFO : Epoch 1633 | loss: 0.0312149 | val_loss: 0.031211 | Time: 1406.7 ms
[2022-04-24 07:00:16 main:574] : INFO : Epoch 1634 | loss: 0.0312146 | val_loss: 0.0312106 | Time: 1411.67 ms
[2022-04-24 07:00:18 main:574] : INFO : Epoch 1635 | loss: 0.0312147 | val_loss: 0.0312105 | Time: 1408.01 ms
[2022-04-24 07:00:19 main:574] : INFO : Epoch 1636 | loss: 0.0312143 | val_loss: 0.0312101 | Time: 1389.88 ms
[2022-04-24 07:00:21 main:574] : INFO : Epoch 1637 | loss: 0.0312137 | val_loss: 0.031212 | Time: 1370.51 ms
[2022-04-24 07:00:22 main:574] : INFO : Epoch 1638 | loss: 0.0312149 | val_loss: 0.0312121 | Time: 1418.66 ms
[2022-04-24 07:00:23 main:574] : INFO : Epoch 1639 | loss: 0.0312154 | val_loss: 0.0312149 | Time: 1412.34 ms
[2022-04-24 07:00:25 main:574] : INFO : Epoch 1640 | loss: 0.0312164 | val_loss: 0.0312123 | Time: 1412.89 ms
[2022-04-24 07:00:26 main:574] : INFO : Epoch 1641 | loss: 0.0312162 | val_loss: 0.0312113 | Time: 1394.57 ms
[2022-04-24 07:00:28 main:574] : INFO : Epoch 1642 | loss: 0.031215 | val_loss: 0.0312103 | Time: 1423.87 ms
[2022-04-24 07:00:29 main:574] : INFO : Epoch 1643 | loss: 0.0312152 | val_loss: 0.03121 | Time: 1407.03 ms
[2022-04-24 07:00:31 main:574] : INFO : Epoch 1644 | loss: 0.0312147 | val_loss: 0.0312111 | Time: 1400.03 ms
[2022-04-24 07:00:32 main:574] : INFO : Epoch 1645 | loss: 0.0312146 | val_loss: 0.0312103 | Time: 1400.17 ms
[2022-04-24 07:00:33 main:574] : INFO : Epoch 1646 | loss: 0.031216 | val_loss: 0.0312104 | Time: 1397.77 ms
[2022-04-24 07:00:35 main:574] : INFO : Epoch 1647 | loss: 0.0312154 | val_loss: 0.0312127 | Time: 1393.48 ms
[2022-04-24 07:00:36 main:574] : INFO : Epoch 1648 | loss: 0.0312153 | val_loss: 0.0312101 | Time: 1394.17 ms
[2022-04-24 07:00:38 main:574] : INFO : Epoch 1649 | loss: 0.0312146 | val_loss: 0.0312118 | Time: 1402.14 ms
[2022-04-24 07:00:39 main:574] : INFO : Epoch 1650 | loss: 0.0312141 | val_loss: 0.0312116 | Time: 1438.87 ms
[2022-04-24 07:00:40 main:574] : INFO : Epoch 1651 | loss: 0.0312145 | val_loss: 0.031212 | Time: 1388.17 ms
[2022-04-24 07:00:42 main:574] : INFO : Epoch 1652 | loss: 0.0312146 | val_loss: 0.0312104 | Time: 1410.35 ms
[2022-04-24 07:00:43 main:574] : INFO : Epoch 1653 | loss: 0.0312141 | val_loss: 0.0312103 | Time: 1451.01 ms
[2022-04-24 07:00:45 main:574] : INFO : Epoch 1654 | loss: 0.0312139 | val_loss: 0.03121 | Time: 1467.31 ms
[2022-04-24 07:00:46 main:574] : INFO : Epoch 1655 | loss: 0.0312138 | val_loss: 0.0312101 | Time: 1414.18 ms
[2022-04-24 07:00:48 main:574] : INFO : Epoch 1656 | loss: 0.0312141 | val_loss: 0.0312101 | Time: 1399.46 ms
[2022-04-24 07:00:49 main:574] : INFO : Epoch 1657 | loss: 0.0312171 | val_loss: 0.0312112 | Time: 1387.33 ms
[2022-04-24 07:00:50 main:574] : INFO : Epoch 1658 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1369 ms
[2022-04-24 07:00:52 main:574] : INFO : Epoch 1659 | loss: 0.0312135 | val_loss: 0.0312101 | Time: 1388.36 ms
[2022-04-24 07:00:53 main:574] : INFO : Epoch 1660 | loss: 0.0312136 | val_loss: 0.0312107 | Time: 1366.13 ms
[2022-04-24 07:00:55 main:574] : INFO : Epoch 1661 | loss: 0.0312139 | val_loss: 0.0312132 | Time: 1392.17 ms
[2022-04-24 07:00:56 main:574] : INFO : Epoch 1662 | loss: 0.0312146 | val_loss: 0.03121 | Time: 1377.19 ms
[2022-04-24 07:00:57 main:574] : INFO : Epoch 1663 | loss: 0.0312137 | val_loss: 0.03121 | Time: 1392.19 ms
[2022-04-24 07:00:59 main:574] : INFO : Epoch 1664 | loss: 0.0312147 | val_loss: 0.0312103 | Time: 1416.33 ms
[2022-04-24 07:01:00 main:574] : INFO : Epoch 1665 | loss: 0.0312139 | val_loss: 0.0312111 | Time: 1402.21 ms
[2022-04-24 07:01:02 main:574] : INFO : Epoch 1666 | loss: 0.0312152 | val_loss: 0.031212 | Time: 1400.23 ms
[2022-04-24 07:01:03 main:574] : INFO : Epoch 1667 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 1406.1 ms
[2022-04-24 07:01:04 main:574] : INFO : Epoch 1668 | loss: 0.0312145 | val_loss: 0.0312114 | Time: 1427.9 ms
[2022-04-24 07:01:06 main:574] : INFO : Epoch 1669 | loss: 0.031215 | val_loss: 0.0312104 | Time: 1392.5 ms
[2022-04-24 07:01:07 main:574] : INFO : Epoch 1670 | loss: 0.0312143 | val_loss: 0.0312156 | Time: 1406.52 ms
[2022-04-24 07:01:09 main:574] : INFO : Epoch 1671 | loss: 0.0312172 | val_loss: 0.0312194 | Time: 1374.04 ms
[2022-04-24 07:01:10 main:574] : INFO : Epoch 1672 | loss: 0.0312198 | val_loss: 0.0312178 | Time: 1355.73 ms
[2022-04-24 07:01:11 main:574] : INFO : Epoch 1673 | loss: 0.0312151 | val_loss: 0.0312105 | Time: 1394.21 ms
[2022-04-24 07:01:13 main:574] : INFO : Epoch 1674 | loss: 0.0312143 | val_loss: 0.0312132 | Time: 1400.93 ms
[2022-04-24 07:01:14 main:574] : INFO : Epoch 1675 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 1382.64 ms
[2022-04-24 07:01:16 main:574] : INFO : Epoch 1676 | loss: 0.0312174 | val_loss: 0.0312112 | Time: 1420.74 ms
[2022-04-24 07:01:17 main:574] : INFO : Epoch 1677 | loss: 0.0312144 | val_loss: 0.03121 | Time: 1411.33 ms
[2022-04-24 07:01:19 main:574] : INFO : Epoch 1678 | loss: 0.0312144 | val_loss: 0.0312106 | Time: 1404.33 ms
[2022-04-24 07:01:20 main:574] : INFO : Epoch 1679 | loss: 0.0312146 | val_loss: 0.0312109 | Time: 1394.61 ms
[2022-04-24 07:01:21 main:574] : INFO : Epoch 1680 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1422.14 ms
[2022-04-24 07:01:23 main:574] : INFO : Epoch 1681 | loss: 0.0312147 | val_loss: 0.0312102 | Time: 1429.72 ms
[2022-04-24 07:01:24 main:574] : INFO : Epoch 1682 | loss: 0.0312138 | val_loss: 0.0312103 | Time: 1405.46 ms
[2022-04-24 07:01:26 main:574] : INFO : Epoch 1683 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 1375.46 ms
[2022-04-24 07:01:27 main:574] : INFO : Epoch 1684 | loss: 0.0312149 | val_loss: 0.0312102 | Time: 1397.47 ms
[2022-04-24 07:01:28 main:574] : INFO : Epoch 1685 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1422.43 ms
[2022-04-24 07:01:30 main:574] : INFO : Epoch 1686 | loss: 0.0312139 | val_loss: 0.0312098 | Time: 1411.92 ms
[2022-04-24 07:01:31 main:574] : INFO : Epoch 1687 | loss: 0.0312149 | val_loss: 0.0312107 | Time: 1408.89 ms
[2022-04-24 07:01:33 main:574] : INFO : Epoch 1688 | loss: 0.0312148 | val_loss: 0.03121 | Time: 1408.42 ms
[2022-04-24 07:01:34 main:574] : INFO : Epoch 1689 | loss: 0.0312147 | val_loss: 0.0312141 | Time: 1419.07 ms
[2022-04-24 07:01:36 main:574] : INFO : Epoch 1690 | loss: 0.0312145 | val_loss: 0.0312103 | Time: 1396.04 ms
[2022-04-24 07:01:37 main:574] : INFO : Epoch 1691 | loss: 0.0312136 | val_loss: 0.0312108 | Time: 1390.28 ms
[2022-04-24 07:01:38 main:574] : INFO : Epoch 1692 | loss: 0.0312142 | val_loss: 0.0312119 | Time: 1393.69 ms
[2022-04-24 07:01:40 main:574] : INFO : Epoch 1693 | loss: 0.0312151 | val_loss: 0.0312128 | Time: 1384.38 ms
[2022-04-24 07:01:41 main:574] : INFO : Epoch 1694 | loss: 0.0312199 | val_loss: 0.0312215 | Time: 1395.16 ms
[2022-04-24 07:01:43 main:574] : INFO : Epoch 1695 | loss: 0.0312204 | val_loss: 0.0312194 | Time: 1402.41 ms
[2022-04-24 07:01:44 main:574] : INFO : Epoch 1696 | loss: 0.0312159 | val_loss: 0.0312106 | Time: 1457.72 ms
[2022-04-24 07:01:45 main:574] : INFO : Epoch 1697 | loss: 0.0312149 | val_loss: 0.03121 | Time: 1393.79 ms
[2022-04-24 07:01:47 main:574] : INFO : Epoch 1698 | loss: 0.0312149 | val_loss: 0.0312153 | Time: 1409.85 ms
[2022-04-24 07:01:48 main:574] : INFO : Epoch 1699 | loss: 0.0312174 | val_loss: 0.0312113 | Time: 1378.26 ms
[2022-04-24 07:01:50 main:574] : INFO : Epoch 1700 | loss: 0.0312143 | val_loss: 0.0312101 | Time: 1423.97 ms
[2022-04-24 07:01:51 main:574] : INFO : Epoch 1701 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 1409.08 ms
[2022-04-24 07:01:53 main:574] : INFO : Epoch 1702 | loss: 0.031214 | val_loss: 0.0312132 | Time: 1402.24 ms
[2022-04-24 07:01:54 main:574] : INFO : Epoch 1703 | loss: 0.0312151 | val_loss: 0.0312106 | Time: 1372.17 ms
[2022-04-24 07:01:55 main:574] : INFO : Epoch 1704 | loss: 0.0312142 | val_loss: 0.0312105 | Time: 1396.57 ms
[2022-04-24 07:01:57 main:574] : INFO : Epoch 1705 | loss: 0.0312139 | val_loss: 0.0312117 | Time: 1371.92 ms
[2022-04-24 07:01:58 main:574] : INFO : Epoch 1706 | loss: 0.0312144 | val_loss: 0.0312106 | Time: 1440.43 ms
[2022-04-24 07:02:00 main:574] : INFO : Epoch 1707 | loss: 0.0312137 | val_loss: 0.0312128 | Time: 1437.4 ms
[2022-04-24 07:02:01 main:574] : INFO : Epoch 1708 | loss: 0.0312147 | val_loss: 0.0312103 | Time: 1417.02 ms
[2022-04-24 07:02:02 main:574] : INFO : Epoch 1709 | loss: 0.0312141 | val_loss: 0.0312107 | Time: 1408.04 ms
[2022-04-24 07:02:04 main:574] : INFO : Epoch 1710 | loss: 0.0312135 | val_loss: 0.0312103 | Time: 1414.98 ms
[2022-04-24 07:02:05 main:574] : INFO : Epoch 1711 | loss: 0.0312144 | val_loss: 0.0312111 | Time: 1381.95 ms
[2022-04-24 07:02:07 main:574] : INFO : Epoch 1712 | loss: 0.0312158 | val_loss: 0.031214 | Time: 1412.06 ms
[2022-04-24 07:02:08 main:574] : INFO : Epoch 1713 | loss: 0.031216 | val_loss: 0.0312101 | Time: 1382.39 ms
[2022-04-24 07:02:09 main:574] : INFO : Epoch 1714 | loss: 0.0312147 | val_loss: 0.0312114 | Time: 1380.77 ms
[2022-04-24 07:02:11 main:574] : INFO : Epoch 1715 | loss: 0.0312149 | val_loss: 0.0312137 | Time: 1400.73 ms
[2022-04-24 07:02:12 main:574] : INFO : Epoch 1716 | loss: 0.0312185 | val_loss: 0.0312185 | Time: 1418.78 ms
[2022-04-24 07:02:14 main:574] : INFO : Epoch 1717 | loss: 0.0312184 | val_loss: 0.0312101 | Time: 1386.61 ms
[2022-04-24 07:02:15 main:574] : INFO : Epoch 1718 | loss: 0.031214 | val_loss: 0.03121 | Time: 1409.62 ms
[2022-04-24 07:02:17 main:574] : INFO : Epoch 1719 | loss: 0.0312137 | val_loss: 0.0312101 | Time: 1370.48 ms
[2022-04-24 07:02:18 main:574] : INFO : Epoch 1720 | loss: 0.0312144 | val_loss: 0.0312169 | Time: 1388.63 ms
[2022-04-24 07:02:19 main:574] : INFO : Epoch 1721 | loss: 0.031217 | val_loss: 0.031216 | Time: 1410.56 ms
[2022-04-24 07:02:21 main:574] : INFO : Epoch 1722 | loss: 0.0312157 | val_loss: 0.0312105 | Time: 1358.68 ms
[2022-04-24 07:02:22 main:574] : INFO : Epoch 1723 | loss: 0.0312145 | val_loss: 0.0312105 | Time: 1385.12 ms
[2022-04-24 07:02:24 main:574] : INFO : Epoch 1724 | loss: 0.0312159 | val_loss: 0.031212 | Time: 1420.22 ms
[2022-04-24 07:02:25 main:574] : INFO : Epoch 1725 | loss: 0.0312165 | val_loss: 0.0312121 | Time: 1399.38 ms
[2022-04-24 07:02:26 main:574] : INFO : Epoch 1726 | loss: 0.0312154 | val_loss: 0.0312122 | Time: 1408.89 ms
[2022-04-24 07:02:28 main:574] : INFO : Epoch 1727 | loss: 0.0312144 | val_loss: 0.0312104 | Time: 1364.92 ms
[2022-04-24 07:02:29 main:574] : INFO : Epoch 1728 | loss: 0.0312141 | val_loss: 0.0312097 | Time: 1415.48 ms
[2022-04-24 07:02:31 main:574] : INFO : Epoch 1729 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1432.58 ms
[2022-04-24 07:02:32 main:574] : INFO : Epoch 1730 | loss: 0.031214 | val_loss: 0.0312136 | Time: 1408.8 ms
[2022-04-24 07:02:33 main:574] : INFO : Epoch 1731 | loss: 0.0312164 | val_loss: 0.0312113 | Time: 1393.71 ms
[2022-04-24 07:02:35 main:574] : INFO : Epoch 1732 | loss: 0.0312155 | val_loss: 0.0312102 | Time: 1394.55 ms
[2022-04-24 07:02:36 main:574] : INFO : Epoch 1733 | loss: 0.0312138 | val_loss: 0.031211 | Time: 1402.69 ms
[2022-04-24 07:02:38 main:574] : INFO : Epoch 1734 | loss: 0.0312161 | val_loss: 0.0312106 | Time: 1393.89 ms
[2022-04-24 07:02:39 main:574] : INFO : Epoch 1735 | loss: 0.0312157 | val_loss: 0.0312107 | Time: 1374.58 ms
[2022-04-24 07:02:40 main:574] : INFO : Epoch 1736 | loss: 0.0312153 | val_loss: 0.0312121 | Time: 1380.57 ms
[2022-04-24 07:02:42 main:574] : INFO : Epoch 1737 | loss: 0.0312141 | val_loss: 0.0312101 | Time: 1400.2 ms
[2022-04-24 07:02:43 main:574] : INFO : Epoch 1738 | loss: 0.0312138 | val_loss: 0.0312101 | Time: 1438.56 ms
[2022-04-24 07:02:45 main:574] : INFO : Epoch 1739 | loss: 0.0312136 | val_loss: 0.0312099 | Time: 1429.24 ms
[2022-04-24 07:02:46 main:574] : INFO : Epoch 1740 | loss: 0.0312142 | val_loss: 0.0312107 | Time: 1398.54 ms
[2022-04-24 07:02:48 main:574] : INFO : Epoch 1741 | loss: 0.0312183 | val_loss: 0.0312117 | Time: 1385.38 ms
[2022-04-24 07:02:49 main:574] : INFO : Epoch 1742 | loss: 0.0312148 | val_loss: 0.03121 | Time: 1377.64 ms
[2022-04-24 07:02:50 main:574] : INFO : Epoch 1743 | loss: 0.031214 | val_loss: 0.0312098 | Time: 1397.84 ms
[2022-04-24 07:02:52 main:574] : INFO : Epoch 1744 | loss: 0.0312144 | val_loss: 0.0312105 | Time: 1408.41 ms
[2022-04-24 07:02:53 main:574] : INFO : Epoch 1745 | loss: 0.0312144 | val_loss: 0.0312101 | Time: 1340.82 ms
[2022-04-24 07:02:55 main:574] : INFO : Epoch 1746 | loss: 0.0312135 | val_loss: 0.0312101 | Time: 1397.82 ms
[2022-04-24 07:02:56 main:574] : INFO : Epoch 1747 | loss: 0.0312144 | val_loss: 0.0312123 | Time: 1419.35 ms
[2022-04-24 07:02:57 main:574] : INFO : Epoch 1748 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1404.24 ms
[2022-04-24 07:02:59 main:574] : INFO : Epoch 1749 | loss: 0.0312141 | val_loss: 0.0312104 | Time: 1416.81 ms
[2022-04-24 07:03:00 main:574] : INFO : Epoch 1750 | loss: 0.0312139 | val_loss: 0.03121 | Time: 1417.6 ms
[2022-04-24 07:03:02 main:574] : INFO : Epoch 1751 | loss: 0.0312136 | val_loss: 0.0312099 | Time: 1416.14 ms
[2022-04-24 07:03:03 main:574] : INFO : Epoch 1752 | loss: 0.0312153 | val_loss: 0.0312106 | Time: 1402.07 ms
[2022-04-24 07:03:04 main:574] : INFO : Epoch 1753 | loss: 0.0312144 | val_loss: 0.0312098 | Time: 1368.61 ms
[2022-04-24 07:03:06 main:574] : INFO : Epoch 1754 | loss: 0.0312137 | val_loss: 0.0312105 | Time: 1408.64 ms
[2022-04-24 07:03:07 main:574] : INFO : Epoch 1755 | loss: 0.0312146 | val_loss: 0.0312117 | Time: 1414.9 ms
[2022-04-24 07:03:09 main:574] : INFO : Epoch 1756 | loss: 0.0312144 | val_loss: 0.0312105 | Time: 1398.26 ms
[2022-04-24 07:03:10 main:574] : INFO : Epoch 1757 | loss: 0.0312158 | val_loss: 0.0312122 | Time: 1387.7 ms
[2022-04-24 07:03:12 main:574] : INFO : Epoch 1758 | loss: 0.0312158 | val_loss: 0.0312101 | Time: 1407.66 ms
[2022-04-24 07:03:13 main:574] : INFO : Epoch 1759 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1413.77 ms
[2022-04-24 07:03:14 main:574] : INFO : Epoch 1760 | loss: 0.0312141 | val_loss: 0.0312116 | Time: 1380.39 ms
[2022-04-24 07:03:16 main:574] : INFO : Epoch 1761 | loss: 0.031215 | val_loss: 0.0312132 | Time: 1366.99 ms
[2022-04-24 07:03:17 main:574] : INFO : Epoch 1762 | loss: 0.0312144 | val_loss: 0.0312099 | Time: 1390.21 ms
[2022-04-24 07:03:19 main:574] : INFO : Epoch 1763 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 1425.44 ms
[2022-04-24 07:03:20 main:574] : INFO : Epoch 1764 | loss: 0.0312135 | val_loss: 0.0312109 | Time: 1384.46 ms
[2022-04-24 07:03:21 main:574] : INFO : Epoch 1765 | loss: 0.0312156 | val_loss: 0.0312134 | Time: 1378.35 ms
[2022-04-24 07:03:23 main:574] : INFO : Epoch 1766 | loss: 0.0312172 | val_loss: 0.0312178 | Time: 1432.63 ms
[2022-04-24 07:03:24 main:574] : INFO : Epoch 1767 | loss: 0.0312162 | val_loss: 0.0312149 | Time: 1355.26 ms
[2022-04-24 07:03:26 main:574] : INFO : Epoch 1768 | loss: 0.0312152 | val_loss: 0.03121 | Time: 1408.16 ms
[2022-04-24 07:03:27 main:574] : INFO : Epoch 1769 | loss: 0.0312135 | val_loss: 0.0312099 | Time: 1381.11 ms
[2022-04-24 07:03:28 main:574] : INFO : Epoch 1770 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1407.24 ms
[2022-04-24 07:03:30 main:574] : INFO : Epoch 1771 | loss: 0.031214 | val_loss: 0.0312133 | Time: 1377.29 ms
[2022-04-24 07:03:31 main:574] : INFO : Epoch 1772 | loss: 0.0312144 | val_loss: 0.0312121 | Time: 1403.71 ms
[2022-04-24 07:03:33 main:574] : INFO : Epoch 1773 | loss: 0.0312142 | val_loss: 0.0312113 | Time: 1398.96 ms
[2022-04-24 07:03:34 main:574] : INFO : Epoch 1774 | loss: 0.0312147 | val_loss: 0.0312098 | Time: 1398.15 ms
[2022-04-24 07:03:35 main:574] : INFO : Epoch 1775 | loss: 0.0312164 | val_loss: 0.0312133 | Time: 1406.09 ms
[2022-04-24 07:03:37 main:574] : INFO : Epoch 1776 | loss: 0.031215 | val_loss: 0.0312103 | Time: 1384.63 ms
[2022-04-24 07:03:38 main:574] : INFO : Epoch 1777 | loss: 0.0312143 | val_loss: 0.0312099 | Time: 1395.54 ms
[2022-04-24 07:03:40 main:574] : INFO : Epoch 1778 | loss: 0.031215 | val_loss: 0.0312101 | Time: 1375.5 ms
[2022-04-24 07:03:41 main:574] : INFO : Epoch 1779 | loss: 0.0312139 | val_loss: 0.0312104 | Time: 1388.03 ms
[2022-04-24 07:03:42 main:574] : INFO : Epoch 1780 | loss: 0.0312137 | val_loss: 0.0312105 | Time: 1409.91 ms
[2022-04-24 07:03:44 main:574] : INFO : Epoch 1781 | loss: 0.0312139 | val_loss: 0.0312098 | Time: 1451.7 ms
[2022-04-24 07:03:45 main:574] : INFO : Epoch 1782 | loss: 0.0312137 | val_loss: 0.031212 | Time: 1428.26 ms
[2022-04-24 07:03:47 main:574] : INFO : Epoch 1783 | loss: 0.0312144 | val_loss: 0.0312106 | Time: 1384.28 ms
[2022-04-24 07:03:48 main:574] : INFO : Epoch 1784 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1387.91 ms
[2022-04-24 07:03:50 main:574] : INFO : Epoch 1785 | loss: 0.0312147 | val_loss: 0.031212 | Time: 1395.13 ms
[2022-04-24 07:03:51 main:574] : INFO : Epoch 1786 | loss: 0.0312142 | val_loss: 0.0312103 | Time: 1413.47 ms
[2022-04-24 07:03:52 main:574] : INFO : Epoch 1787 | loss: 0.0312151 | val_loss: 0.0312109 | Time: 1411.92 ms
[2022-04-24 07:03:54 main:574] : INFO : Epoch 1788 | loss: 0.0312145 | val_loss: 0.0312106 | Time: 1410.39 ms
[2022-04-24 07:03:55 main:574] : INFO : Epoch 1789 | loss: 0.031214 | val_loss: 0.0312101 | Time: 1376.52 ms
[2022-04-24 07:03:57 main:574] : INFO : Epoch 1790 | loss: 0.031214 | val_loss: 0.0312116 | Time: 1366.21 ms
[2022-04-24 07:03:58 main:574] : INFO : Epoch 1791 | loss: 0.0312139 | val_loss: 0.0312102 | Time: 1398.09 ms
[2022-04-24 07:03:59 main:574] : INFO : Epoch 1792 | loss: 0.0312154 | val_loss: 0.0312139 | Time: 1463.72 ms
[2022-04-24 07:04:01 main:574] : INFO : Epoch 1793 | loss: 0.031217 | val_loss: 0.0312127 | Time: 1448.13 ms
[2022-04-24 07:04:02 main:574] : INFO : Epoch 1794 | loss: 0.0312153 | val_loss: 0.0312111 | Time: 1446.56 ms
[2022-04-24 07:04:04 main:574] : INFO : Epoch 1795 | loss: 0.0312143 | val_loss: 0.0312101 | Time: 1458.96 ms
[2022-04-24 07:04:05 main:574] : INFO : Epoch 1796 | loss: 0.0312141 | val_loss: 0.0312116 | Time: 1397.53 ms
[2022-04-24 07:04:07 main:574] : INFO : Epoch 1797 | loss: 0.0312152 | val_loss: 0.0312128 | Time: 1420.58 ms
[2022-04-24 07:04:08 main:574] : INFO : Epoch 1798 | loss: 0.0312167 | val_loss: 0.0312109 | Time: 1392.65 ms
[2022-04-24 07:04:10 main:574] : INFO : Epoch 1799 | loss: 0.0312139 | val_loss: 0.0312107 | Time: 1362.06 ms
[2022-04-24 07:04:11 main:574] : INFO : Epoch 1800 | loss: 0.031215 | val_loss: 0.0312111 | Time: 1432 ms
[2022-04-24 07:04:12 main:574] : INFO : Epoch 1801 | loss: 0.0312179 | val_loss: 0.03121 | Time: 1406.82 ms
[2022-04-24 07:04:14 main:574] : INFO : Epoch 1802 | loss: 0.0312144 | val_loss: 0.0312112 | Time: 1461.44 ms
[2022-04-24 07:04:15 main:574] : INFO : Epoch 1803 | loss: 0.0312147 | val_loss: 0.0312103 | Time: 1380.68 ms
[2022-04-24 07:04:17 main:574] : INFO : Epoch 1804 | loss: 0.0312142 | val_loss: 0.0312098 | Time: 1410.45 ms
[2022-04-24 07:04:18 main:574] : INFO : Epoch 1805 | loss: 0.031215 | val_loss: 0.0312159 | Time: 1382.13 ms
[2022-04-24 07:04:19 main:574] : INFO : Epoch 1806 | loss: 0.031217 | val_loss: 0.0312108 | Time: 1370.68 ms
[2022-04-24 07:04:21 main:574] : INFO : Epoch 1807 | loss: 0.0312153 | val_loss: 0.0312181 | Time: 1405.43 ms
[2022-04-24 07:04:22 main:574] : INFO : Epoch 1808 | loss: 0.0312159 | val_loss: 0.0312114 | Time: 1447.87 ms
[2022-04-24 07:04:24 main:574] : INFO : Epoch 1809 | loss: 0.0312182 | val_loss: 0.0312141 | Time: 1381.16 ms
[2022-04-24 07:04:25 main:574] : INFO : Epoch 1810 | loss: 0.0312154 | val_loss: 0.0312118 | Time: 1367.38 ms
[2022-04-24 07:04:26 main:574] : INFO : Epoch 1811 | loss: 0.0312157 | val_loss: 0.0312098 | Time: 1403.15 ms
[2022-04-24 07:04:28 main:574] : INFO : Epoch 1812 | loss: 0.031216 | val_loss: 0.0312135 | Time: 1385.6 ms
[2022-04-24 07:04:29 main:574] : INFO : Epoch 1813 | loss: 0.0312141 | val_loss: 0.031211 | Time: 1393.52 ms
[2022-04-24 07:04:31 main:574] : INFO : Epoch 1814 | loss: 0.0312141 | val_loss: 0.0312098 | Time: 1393.9 ms
[2022-04-24 07:04:32 main:574] : INFO : Epoch 1815 | loss: 0.0312139 | val_loss: 0.0312106 | Time: 1446.53 ms
[2022-04-24 07:04:34 main:574] : INFO : Epoch 1816 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1430.91 ms
[2022-04-24 07:04:35 main:574] : INFO : Epoch 1817 | loss: 0.0312138 | val_loss: 0.031211 | Time: 1430.78 ms
[2022-04-24 07:04:36 main:574] : INFO : Epoch 1818 | loss: 0.0312141 | val_loss: 0.0312103 | Time: 1367.78 ms
[2022-04-24 07:04:38 main:574] : INFO : Epoch 1819 | loss: 0.0312135 | val_loss: 0.0312108 | Time: 1387.95 ms
[2022-04-24 07:04:39 main:574] : INFO : Epoch 1820 | loss: 0.0312142 | val_loss: 0.0312104 | Time: 1406.57 ms
[2022-04-24 07:04:41 main:574] : INFO : Epoch 1821 | loss: 0.0312153 | val_loss: 0.0312107 | Time: 1377.23 ms
[2022-04-24 07:04:42 main:574] : INFO : Epoch 1822 | loss: 0.0312143 | val_loss: 0.0312101 | Time: 1399.98 ms
[2022-04-24 07:04:43 main:574] : INFO : Epoch 1823 | loss: 0.0312141 | val_loss: 0.0312105 | Time: 1447.22 ms
[2022-04-24 07:04:45 main:574] : INFO : Epoch 1824 | loss: 0.031214 | val_loss: 0.0312103 | Time: 1419.33 ms
[2022-04-24 07:04:46 main:574] : INFO : Epoch 1825 | loss: 0.0312148 | val_loss: 0.0312142 | Time: 1429.79 ms
[2022-04-24 07:04:48 main:574] : INFO : Epoch 1826 | loss: 0.0312171 | val_loss: 0.0312122 | Time: 1372.2 ms
[2022-04-24 07:04:49 main:574] : INFO : Epoch 1827 | loss: 0.0312149 | val_loss: 0.0312106 | Time: 1375.7 ms
[2022-04-24 07:04:51 main:574] : INFO : Epoch 1828 | loss: 0.0312138 | val_loss: 0.0312107 | Time: 1410.62 ms
[2022-04-24 07:04:52 main:574] : INFO : Epoch 1829 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1396.74 ms
[2022-04-24 07:04:53 main:574] : INFO : Epoch 1830 | loss: 0.0312136 | val_loss: 0.0312102 | Time: 1398.53 ms
[2022-04-24 07:04:55 main:574] : INFO : Epoch 1831 | loss: 0.0312141 | val_loss: 0.0312102 | Time: 1406.54 ms
[2022-04-24 07:04:56 main:574] : INFO : Epoch 1832 | loss: 0.0312137 | val_loss: 0.0312097 | Time: 1369.74 ms
[2022-04-24 07:04:58 main:574] : INFO : Epoch 1833 | loss: 0.0312133 | val_loss: 0.031211 | Time: 1391.32 ms
[2022-04-24 07:04:59 main:574] : INFO : Epoch 1834 | loss: 0.0312138 | val_loss: 0.0312102 | Time: 1363.03 ms
[2022-04-24 07:05:00 main:574] : INFO : Epoch 1835 | loss: 0.0312149 | val_loss: 0.0312102 | Time: 1431.51 ms
[2022-04-24 07:05:02 main:574] : INFO : Epoch 1836 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1367.08 ms
[2022-04-24 07:05:03 main:574] : INFO : Epoch 1837 | loss: 0.0312156 | val_loss: 0.0312131 | Time: 1438.99 ms
[2022-04-24 07:05:05 main:574] : INFO : Epoch 1838 | loss: 0.0312162 | val_loss: 0.0312101 | Time: 1407.66 ms
[2022-04-24 07:05:06 main:574] : INFO : Epoch 1839 | loss: 0.0312136 | val_loss: 0.0312098 | Time: 1407.88 ms
[2022-04-24 07:05:07 main:574] : INFO : Epoch 1840 | loss: 0.0312136 | val_loss: 0.0312105 | Time: 1411.38 ms
[2022-04-24 07:05:09 main:574] : INFO : Epoch 1841 | loss: 0.0312145 | val_loss: 0.0312108 | Time: 1380.5 ms
[2022-04-24 07:05:10 main:574] : INFO : Epoch 1842 | loss: 0.0312138 | val_loss: 0.03121 | Time: 1365.99 ms
[2022-04-24 07:05:12 main:574] : INFO : Epoch 1843 | loss: 0.0312141 | val_loss: 0.0312098 | Time: 1401.78 ms
[2022-04-24 07:05:13 main:574] : INFO : Epoch 1844 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 1380.32 ms
[2022-04-24 07:05:14 main:574] : INFO : Epoch 1845 | loss: 0.0312136 | val_loss: 0.0312111 | Time: 1421.9 ms
[2022-04-24 07:05:16 main:574] : INFO : Epoch 1846 | loss: 0.0312145 | val_loss: 0.0312113 | Time: 1371.77 ms
[2022-04-24 07:05:17 main:574] : INFO : Epoch 1847 | loss: 0.0312157 | val_loss: 0.0312097 | Time: 1419.76 ms
[2022-04-24 07:05:19 main:574] : INFO : Epoch 1848 | loss: 0.0312136 | val_loss: 0.0312098 | Time: 1448.67 ms
[2022-04-24 07:05:20 main:574] : INFO : Epoch 1849 | loss: 0.0312145 | val_loss: 0.0312108 | Time: 1364.93 ms
[2022-04-24 07:05:22 main:574] : INFO : Epoch 1850 | loss: 0.0312144 | val_loss: 0.0312117 | Time: 1396.78 ms
[2022-04-24 07:05:23 main:574] : INFO : Epoch 1851 | loss: 0.0312147 | val_loss: 0.0312103 | Time: 1436.07 ms
[2022-04-24 07:05:24 main:574] : INFO : Epoch 1852 | loss: 0.0312145 | val_loss: 0.03121 | Time: 1390.11 ms
[2022-04-24 07:05:26 main:574] : INFO : Epoch 1853 | loss: 0.0312142 | val_loss: 0.0312116 | Time: 1416.06 ms
[2022-04-24 07:05:27 main:574] : INFO : Epoch 1854 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 1417.14 ms
[2022-04-24 07:05:29 main:574] : INFO : Epoch 1855 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1418.02 ms
[2022-04-24 07:05:30 main:574] : INFO : Epoch 1856 | loss: 0.031214 | val_loss: 0.0312114 | Time: 1422.1 ms
[2022-04-24 07:05:31 main:574] : INFO : Epoch 1857 | loss: 0.0312149 | val_loss: 0.0312102 | Time: 1402.32 ms
[2022-04-24 07:05:33 main:574] : INFO : Epoch 1858 | loss: 0.0312136 | val_loss: 0.0312097 | Time: 1416.58 ms
[2022-04-24 07:05:34 main:574] : INFO : Epoch 1859 | loss: 0.0312141 | val_loss: 0.0312099 | Time: 1411.41 ms
[2022-04-24 07:05:36 main:574] : INFO : Epoch 1860 | loss: 0.0312138 | val_loss: 0.0312098 | Time: 1416.21 ms
[2022-04-24 07:05:37 main:574] : INFO : Epoch 1861 | loss: 0.0312143 | val_loss: 0.0312102 | Time: 1392.39 ms
[2022-04-24 07:05:39 main:574] : INFO : Epoch 1862 | loss: 0.0312154 | val_loss: 0.0312167 | Time: 1360.91 ms
[2022-04-24 07:05:40 main:574] : INFO : Epoch 1863 | loss: 0.0312183 | val_loss: 0.0312113 | Time: 1380.1 ms
[2022-04-24 07:05:41 main:574] : INFO : Epoch 1864 | loss: 0.0312171 | val_loss: 0.0312121 | Time: 1378.36 ms
[2022-04-24 07:05:43 main:574] : INFO : Epoch 1865 | loss: 0.0312152 | val_loss: 0.0312127 | Time: 1380.94 ms
[2022-04-24 07:05:44 main:574] : INFO : Epoch 1866 | loss: 0.0312142 | val_loss: 0.0312144 | Time: 1466.33 ms
[2022-04-24 07:05:46 main:574] : INFO : Epoch 1867 | loss: 0.0312134 | val_loss: 0.03121 | Time: 1394.9 ms
[2022-04-24 07:05:47 main:574] : INFO : Epoch 1868 | loss: 0.0312135 | val_loss: 0.031211 | Time: 1394.4 ms
[2022-04-24 07:05:48 main:574] : INFO : Epoch 1869 | loss: 0.0312138 | val_loss: 0.031211 | Time: 1365.68 ms
[2022-04-24 07:05:50 main:574] : INFO : Epoch 1870 | loss: 0.0312139 | val_loss: 0.031211 | Time: 1389.42 ms
[2022-04-24 07:05:51 main:574] : INFO : Epoch 1871 | loss: 0.0312145 | val_loss: 0.0312099 | Time: 1433.73 ms
[2022-04-24 07:05:53 main:574] : INFO : Epoch 1872 | loss: 0.0312139 | val_loss: 0.0312103 | Time: 1407.33 ms
[2022-04-24 07:05:54 main:574] : INFO : Epoch 1873 | loss: 0.0312141 | val_loss: 0.0312118 | Time: 1406.65 ms
[2022-04-24 07:05:55 main:574] : INFO : Epoch 1874 | loss: 0.0312137 | val_loss: 0.0312097 | Time: 1375.75 ms
[2022-04-24 07:05:57 main:574] : INFO : Epoch 1875 | loss: 0.0312145 | val_loss: 0.0312105 | Time: 1407.19 ms
[2022-04-24 07:05:58 main:574] : INFO : Epoch 1876 | loss: 0.0312143 | val_loss: 0.0312099 | Time: 1393.49 ms
[2022-04-24 07:06:00 main:574] : INFO : Epoch 1877 | loss: 0.0312141 | val_loss: 0.0312104 | Time: 1392.62 ms
[2022-04-24 07:06:01 main:574] : INFO : Epoch 1878 | loss: 0.0312141 | val_loss: 0.0312104 | Time: 1415.33 ms
[2022-04-24 07:06:03 main:574] : INFO : Epoch 1879 | loss: 0.0312139 | val_loss: 0.0312097 | Time: 1372.13 ms
[2022-04-24 07:06:04 main:574] : INFO : Epoch 1880 | loss: 0.0312141 | val_loss: 0.0312097 | Time: 1412.32 ms
[2022-04-24 07:06:05 main:574] : INFO : Epoch 1881 | loss: 0.0312146 | val_loss: 0.0312115 | Time: 1389.1 ms
[2022-04-24 07:06:07 main:574] : INFO : Epoch 1882 | loss: 0.0312155 | val_loss: 0.0312144 | Time: 1402.59 ms
[2022-04-24 07:06:08 main:574] : INFO : Epoch 1883 | loss: 0.0312161 | val_loss: 0.0312105 | Time: 1390.85 ms
[2022-04-24 07:06:10 main:574] : INFO : Epoch 1884 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 1402.99 ms
[2022-04-24 07:06:11 main:574] : INFO : Epoch 1885 | loss: 0.0312155 | val_loss: 0.0312129 | Time: 1416.79 ms
[2022-04-24 07:06:12 main:574] : INFO : Epoch 1886 | loss: 0.0312161 | val_loss: 0.0312141 | Time: 1387.17 ms
[2022-04-24 07:06:14 main:574] : INFO : Epoch 1887 | loss: 0.031215 | val_loss: 0.0312121 | Time: 1384.32 ms
[2022-04-24 07:06:15 main:574] : INFO : Epoch 1888 | loss: 0.031214 | val_loss: 0.0312104 | Time: 1434.15 ms
[2022-04-24 07:06:17 main:574] : INFO : Epoch 1889 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 1388.71 ms
[2022-04-24 07:06:18 main:574] : INFO : Epoch 1890 | loss: 0.0312136 | val_loss: 0.0312101 | Time: 1417.94 ms
[2022-04-24 07:06:19 main:574] : INFO : Epoch 1891 | loss: 0.0312136 | val_loss: 0.0312105 | Time: 1373.72 ms
[2022-04-24 07:06:21 main:574] : INFO : Epoch 1892 | loss: 0.031215 | val_loss: 0.0312179 | Time: 1381.91 ms
[2022-04-24 07:06:22 main:574] : INFO : Epoch 1893 | loss: 0.0312163 | val_loss: 0.0312126 | Time: 1394.69 ms
[2022-04-24 07:06:24 main:574] : INFO : Epoch 1894 | loss: 0.0312143 | val_loss: 0.0312111 | Time: 1451.4 ms
[2022-04-24 07:06:25 main:574] : INFO : Epoch 1895 | loss: 0.0312162 | val_loss: 0.0312165 | Time: 1375.78 ms
[2022-04-24 07:06:27 main:574] : INFO : Epoch 1896 | loss: 0.031214 | val_loss: 0.0312106 | Time: 1398.37 ms
[2022-04-24 07:06:28 main:574] : INFO : Epoch 1897 | loss: 0.031214 | val_loss: 0.0312101 | Time: 1442.73 ms
[2022-04-24 07:06:29 main:574] : INFO : Epoch 1898 | loss: 0.0312142 | val_loss: 0.0312103 | Time: 1383.04 ms
[2022-04-24 07:06:31 main:574] : INFO : Epoch 1899 | loss: 0.0312142 | val_loss: 0.0312098 | Time: 1410.18 ms
[2022-04-24 07:06:32 main:574] : INFO : Epoch 1900 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 1400.63 ms
[2022-04-24 07:06:34 main:574] : INFO : Epoch 1901 | loss: 0.0312135 | val_loss: 0.0312101 | Time: 1392.35 ms
[2022-04-24 07:06:35 main:574] : INFO : Epoch 1902 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1397.99 ms
[2022-04-24 07:06:36 main:574] : INFO : Epoch 1903 | loss: 0.0312144 | val_loss: 0.0312099 | Time: 1381.47 ms
[2022-04-24 07:06:38 main:574] : INFO : Epoch 1904 | loss: 0.0312164 | val_loss: 0.0312148 | Time: 1398.84 ms
[2022-04-24 07:06:39 main:574] : INFO : Epoch 1905 | loss: 0.0312191 | val_loss: 0.0312111 | Time: 1393.04 ms
[2022-04-24 07:06:41 main:574] : INFO : Epoch 1906 | loss: 0.0313993 | val_loss: 0.0376458 | Time: 1390.6 ms
[2022-04-24 07:06:42 main:574] : INFO : Epoch 1907 | loss: 0.0404636 | val_loss: 0.035556 | Time: 1409.26 ms
[2022-04-24 07:06:44 main:574] : INFO : Epoch 1908 | loss: 0.0324724 | val_loss: 0.0315216 | Time: 1463.17 ms
[2022-04-24 07:06:45 main:574] : INFO : Epoch 1909 | loss: 0.0314219 | val_loss: 0.0312867 | Time: 1426.76 ms
[2022-04-24 07:06:46 main:574] : INFO : Epoch 1910 | loss: 0.0312512 | val_loss: 0.0312281 | Time: 1368.63 ms
[2022-04-24 07:06:48 main:574] : INFO : Epoch 1911 | loss: 0.0312218 | val_loss: 0.0312166 | Time: 1396.66 ms
[2022-04-24 07:06:49 main:574] : INFO : Epoch 1912 | loss: 0.0312179 | val_loss: 0.0312128 | Time: 1397.97 ms
[2022-04-24 07:06:51 main:574] : INFO : Epoch 1913 | loss: 0.0312157 | val_loss: 0.0312118 | Time: 1410.22 ms
[2022-04-24 07:06:52 main:574] : INFO : Epoch 1914 | loss: 0.0312157 | val_loss: 0.0312133 | Time: 1397.27 ms
[2022-04-24 07:06:53 main:574] : INFO : Epoch 1915 | loss: 0.0312154 | val_loss: 0.0312116 | Time: 1402.49 ms
[2022-04-24 07:06:55 main:574] : INFO : Epoch 1916 | loss: 0.0312147 | val_loss: 0.0312114 | Time: 1406.74 ms
[2022-04-24 07:06:56 main:574] : INFO : Epoch 1917 | loss: 0.0312149 | val_loss: 0.0312115 | Time: 1397.55 ms
[2022-04-24 07:06:58 main:574] : INFO : Epoch 1918 | loss: 0.0312149 | val_loss: 0.0312116 | Time: 1398.29 ms
[2022-04-24 07:06:59 main:574] : INFO : Epoch 1919 | loss: 0.0312148 | val_loss: 0.0312118 | Time: 1410.56 ms
[2022-04-24 07:07:00 main:574] : INFO : Epoch 1920 | loss: 0.0312144 | val_loss: 0.0312108 | Time: 1384.89 ms
[2022-04-24 07:07:02 main:574] : INFO : Epoch 1921 | loss: 0.0312143 | val_loss: 0.0312108 | Time: 1377.41 ms
[2022-04-24 07:07:03 main:574] : INFO : Epoch 1922 | loss: 0.0312141 | val_loss: 0.0312115 | Time: 1383.19 ms
[2022-04-24 07:07:05 main:574] : INFO : Epoch 1923 | loss: 0.0312145 | val_loss: 0.0312108 | Time: 1388.67 ms
[2022-04-24 07:07:06 main:574] : INFO : Epoch 1924 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1384.25 ms
[2022-04-24 07:07:07 main:574] : INFO : Epoch 1925 | loss: 0.0312153 | val_loss: 0.031213 | Time: 1403.95 ms
[2022-04-24 07:07:09 main:574] : INFO : Epoch 1926 | loss: 0.0312158 | val_loss: 0.0312109 | Time: 1414.22 ms
[2022-04-24 07:07:10 main:574] : INFO : Epoch 1927 | loss: 0.031215 | val_loss: 0.0312111 | Time: 1402.2 ms
[2022-04-24 07:07:12 main:574] : INFO : Epoch 1928 | loss: 0.0312145 | val_loss: 0.031211 | Time: 1408.38 ms
[2022-04-24 07:07:13 main:574] : INFO : Epoch 1929 | loss: 0.0312143 | val_loss: 0.0312111 | Time: 1383.04 ms
[2022-04-24 07:07:14 main:574] : INFO : Epoch 1930 | loss: 0.0312147 | val_loss: 0.0312108 | Time: 1406.28 ms
[2022-04-24 07:07:16 main:574] : INFO : Epoch 1931 | loss: 0.0312139 | val_loss: 0.0312106 | Time: 1448.61 ms
[2022-04-24 07:07:17 main:574] : INFO : Epoch 1932 | loss: 0.0312138 | val_loss: 0.0312106 | Time: 1386.67 ms
[2022-04-24 07:07:19 main:574] : INFO : Epoch 1933 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1390.41 ms
[2022-04-24 07:07:20 main:574] : INFO : Epoch 1934 | loss: 0.0312139 | val_loss: 0.0312106 | Time: 1390.27 ms
[2022-04-24 07:07:22 main:574] : INFO : Epoch 1935 | loss: 0.0312138 | val_loss: 0.0312107 | Time: 1390.19 ms
[2022-04-24 07:07:23 main:574] : INFO : Epoch 1936 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1402.31 ms
[2022-04-24 07:07:24 main:574] : INFO : Epoch 1937 | loss: 0.0312145 | val_loss: 0.0312106 | Time: 1364.73 ms
[2022-04-24 07:07:26 main:574] : INFO : Epoch 1938 | loss: 0.0312141 | val_loss: 0.0312109 | Time: 1391.39 ms
[2022-04-24 07:07:27 main:574] : INFO : Epoch 1939 | loss: 0.0312141 | val_loss: 0.0312105 | Time: 1405.43 ms
[2022-04-24 07:07:29 main:574] : INFO : Epoch 1940 | loss: 0.0312143 | val_loss: 0.0312107 | Time: 1367.37 ms
[2022-04-24 07:07:30 main:574] : INFO : Epoch 1941 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1378.13 ms
[2022-04-24 07:07:31 main:574] : INFO : Epoch 1942 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1459.96 ms
[2022-04-24 07:07:33 main:574] : INFO : Epoch 1943 | loss: 0.0312139 | val_loss: 0.0312104 | Time: 1446.68 ms
[2022-04-24 07:07:34 main:574] : INFO : Epoch 1944 | loss: 0.0312139 | val_loss: 0.0312109 | Time: 1437.33 ms
[2022-04-24 07:07:36 main:574] : INFO : Epoch 1945 | loss: 0.0312137 | val_loss: 0.0312104 | Time: 1476.16 ms
[2022-04-24 07:07:37 main:574] : INFO : Epoch 1946 | loss: 0.0312138 | val_loss: 0.0312108 | Time: 1425.23 ms
[2022-04-24 07:07:39 main:574] : INFO : Epoch 1947 | loss: 0.031214 | val_loss: 0.0312105 | Time: 1393.5 ms
[2022-04-24 07:07:40 main:574] : INFO : Epoch 1948 | loss: 0.031214 | val_loss: 0.0312118 | Time: 1382.69 ms
[2022-04-24 07:07:41 main:574] : INFO : Epoch 1949 | loss: 0.0312141 | val_loss: 0.0312113 | Time: 1401.87 ms
[2022-04-24 07:07:43 main:574] : INFO : Epoch 1950 | loss: 0.0312157 | val_loss: 0.0312127 | Time: 1443.29 ms
[2022-04-24 07:07:44 main:574] : INFO : Epoch 1951 | loss: 0.0312147 | val_loss: 0.0312106 | Time: 1408.41 ms
[2022-04-24 07:07:46 main:574] : INFO : Epoch 1952 | loss: 0.0312143 | val_loss: 0.0312104 | Time: 1405.86 ms
[2022-04-24 07:07:47 main:574] : INFO : Epoch 1953 | loss: 0.0312143 | val_loss: 0.0312104 | Time: 1383.77 ms
[2022-04-24 07:07:49 main:574] : INFO : Epoch 1954 | loss: 0.031214 | val_loss: 0.0312104 | Time: 1387.13 ms
[2022-04-24 07:07:50 main:574] : INFO : Epoch 1955 | loss: 0.0312142 | val_loss: 0.0312115 | Time: 1373.55 ms
[2022-04-24 07:07:51 main:574] : INFO : Epoch 1956 | loss: 0.0312142 | val_loss: 0.0312113 | Time: 1412.25 ms
[2022-04-24 07:07:53 main:574] : INFO : Epoch 1957 | loss: 0.031214 | val_loss: 0.0312106 | Time: 1379.2 ms
[2022-04-24 07:07:54 main:574] : INFO : Epoch 1958 | loss: 0.0312144 | val_loss: 0.0312105 | Time: 1385.8 ms
[2022-04-24 07:07:56 main:574] : INFO : Epoch 1959 | loss: 0.031214 | val_loss: 0.0312102 | Time: 1448.07 ms
[2022-04-24 07:07:57 main:574] : INFO : Epoch 1960 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 1405.23 ms
[2022-04-24 07:07:58 main:574] : INFO : Epoch 1961 | loss: 0.0312146 | val_loss: 0.0312108 | Time: 1391.13 ms
[2022-04-24 07:08:00 main:574] : INFO : Epoch 1962 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 1438.02 ms
[2022-04-24 07:08:01 main:574] : INFO : Epoch 1963 | loss: 0.0312141 | val_loss: 0.0312126 | Time: 1369.95 ms
[2022-04-24 07:08:03 main:574] : INFO : Epoch 1964 | loss: 0.0312149 | val_loss: 0.0312107 | Time: 1379 ms
[2022-04-24 07:08:04 main:574] : INFO : Epoch 1965 | loss: 0.031214 | val_loss: 0.0312112 | Time: 1393.51 ms
[2022-04-24 07:08:05 main:574] : INFO : Epoch 1966 | loss: 0.0312142 | val_loss: 0.0312104 | Time: 1423.41 ms
[2022-04-24 07:08:07 main:574] : INFO : Epoch 1967 | loss: 0.0312139 | val_loss: 0.0312103 | Time: 1377.64 ms
[2022-04-24 07:08:08 main:574] : INFO : Epoch 1968 | loss: 0.0312138 | val_loss: 0.0312109 | Time: 1377.03 ms
[2022-04-24 07:08:10 main:574] : INFO : Epoch 1969 | loss: 0.0312139 | val_loss: 0.0312107 | Time: 1391.37 ms
[2022-04-24 07:08:11 main:574] : INFO : Epoch 1970 | loss: 0.0312137 | val_loss: 0.0312101 | Time: 1391.14 ms
[2022-04-24 07:08:12 main:574] : INFO : Epoch 1971 | loss: 0.0312139 | val_loss: 0.0312108 | Time: 1399.04 ms
[2022-04-24 07:08:14 main:574] : INFO : Epoch 1972 | loss: 0.0312138 | val_loss: 0.0312105 | Time: 1383.61 ms
[2022-04-24 07:08:15 main:574] : INFO : Epoch 1973 | loss: 0.0312139 | val_loss: 0.0312108 | Time: 1430.19 ms
[2022-04-24 07:08:17 main:574] : INFO : Epoch 1974 | loss: 0.0312141 | val_loss: 0.0312101 | Time: 1415.76 ms
[2022-04-24 07:08:18 main:574] : INFO : Epoch 1975 | loss: 0.0312146 | val_loss: 0.0312121 | Time: 1395.17 ms
[2022-04-24 07:08:19 main:574] : INFO : Epoch 1976 | loss: 0.0312144 | val_loss: 0.0312111 | Time: 1388.61 ms
[2022-04-24 07:08:21 main:574] : INFO : Epoch 1977 | loss: 0.0312145 | val_loss: 0.0312118 | Time: 1389.82 ms
[2022-04-24 07:08:22 main:574] : INFO : Epoch 1978 | loss: 0.0312146 | val_loss: 0.031212 | Time: 1398.63 ms
[2022-04-24 07:08:24 main:574] : INFO : Epoch 1979 | loss: 0.0312147 | val_loss: 0.0312116 | Time: 1397.99 ms
[2022-04-24 07:08:25 main:574] : INFO : Epoch 1980 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1372.22 ms
[2022-04-24 07:08:26 main:574] : INFO : Epoch 1981 | loss: 0.0312144 | val_loss: 0.0312118 | Time: 1406.91 ms
[2022-04-24 07:08:28 main:574] : INFO : Epoch 1982 | loss: 0.0312144 | val_loss: 0.0312101 | Time: 1427.3 ms
[2022-04-24 07:08:29 main:574] : INFO : Epoch 1983 | loss: 0.0312138 | val_loss: 0.0312103 | Time: 1371.76 ms
[2022-04-24 07:08:31 main:574] : INFO : Epoch 1984 | loss: 0.0312144 | val_loss: 0.0312103 | Time: 1392.14 ms
[2022-04-24 07:08:32 main:574] : INFO : Epoch 1985 | loss: 0.0312144 | val_loss: 0.0312108 | Time: 1386.81 ms
[2022-04-24 07:08:34 main:574] : INFO : Epoch 1986 | loss: 0.0312144 | val_loss: 0.0312102 | Time: 1406.25 ms
[2022-04-24 07:08:35 main:574] : INFO : Epoch 1987 | loss: 0.0312136 | val_loss: 0.0312106 | Time: 1386.26 ms
[2022-04-24 07:08:36 main:574] : INFO : Epoch 1988 | loss: 0.0312141 | val_loss: 0.0312107 | Time: 1384.05 ms
[2022-04-24 07:08:38 main:574] : INFO : Epoch 1989 | loss: 0.0312143 | val_loss: 0.0312106 | Time: 1388.89 ms
[2022-04-24 07:08:39 main:574] : INFO : Epoch 1990 | loss: 0.0312148 | val_loss: 0.0312105 | Time: 1388.38 ms
[2022-04-24 07:08:41 main:574] : INFO : Epoch 1991 | loss: 0.0312138 | val_loss: 0.0312102 | Time: 1434.9 ms
[2022-04-24 07:08:42 main:574] : INFO : Epoch 1992 | loss: 0.0312137 | val_loss: 0.0312102 | Time: 1399.85 ms
[2022-04-24 07:08:43 main:574] : INFO : Epoch 1993 | loss: 0.0312137 | val_loss: 0.0312103 | Time: 1442.55 ms
[2022-04-24 07:08:45 main:574] : INFO : Epoch 1994 | loss: 0.0312141 | val_loss: 0.0312108 | Time: 1402.08 ms
[2022-04-24 07:08:46 main:574] : INFO : Epoch 1995 | loss: 0.0312143 | val_loss: 0.0312137 | Time: 1402.98 ms
[2022-04-24 07:08:48 main:574] : INFO : Epoch 1996 | loss: 0.0312159 | val_loss: 0.0312118 | Time: 1403.74 ms
[2022-04-24 07:08:49 main:574] : INFO : Epoch 1997 | loss: 0.0312148 | val_loss: 0.0312131 | Time: 1383.07 ms
[2022-04-24 07:08:50 main:574] : INFO : Epoch 1998 | loss: 0.0312146 | val_loss: 0.0312102 | Time: 1363.56 ms
[2022-04-24 07:08:52 main:574] : INFO : Epoch 1999 | loss: 0.031214 | val_loss: 0.0312104 | Time: 1453.49 ms
[2022-04-24 07:08:53 main:574] : INFO : Epoch 2000 | loss: 0.0312137 | val_loss: 0.0312106 | Time: 1399.91 ms
[2022-04-24 07:08:55 main:574] : INFO : Epoch 2001 | loss: 0.031215 | val_loss: 0.0312127 | Time: 1397.47 ms
[2022-04-24 07:08:56 main:574] : INFO : Epoch 2002 | loss: 0.0312145 | val_loss: 0.0312117 | Time: 1401.58 ms
[2022-04-24 07:08:58 main:574] : INFO : Epoch 2003 | loss: 0.0312142 | val_loss: 0.0312116 | Time: 1434.1 ms
[2022-04-24 07:08:59 main:574] : INFO : Epoch 2004 | loss: 0.0312143 | val_loss: 0.0312107 | Time: 1400.27 ms
[2022-04-24 07:09:00 main:574] : INFO : Epoch 2005 | loss: 0.0312139 | val_loss: 0.0312104 | Time: 1420.11 ms
[2022-04-24 07:09:02 main:574] : INFO : Epoch 2006 | loss: 0.0312137 | val_loss: 0.0312128 | Time: 1386.04 ms
[2022-04-24 07:09:03 main:574] : INFO : Epoch 2007 | loss: 0.0312141 | val_loss: 0.0312121 | Time: 1377.35 ms
[2022-04-24 07:09:05 main:574] : INFO : Epoch 2008 | loss: 0.0312141 | val_loss: 0.0312124 | Time: 1389.15 ms
[2022-04-24 07:09:06 main:574] : INFO : Epoch 2009 | loss: 0.0312143 | val_loss: 0.0312114 | Time: 1393.12 ms
[2022-04-24 07:09:07 main:574] : INFO : Epoch 2010 | loss: 0.0312146 | val_loss: 0.0312104 | Time: 1400.32 ms
[2022-04-24 07:09:09 main:574] : INFO : Epoch 2011 | loss: 0.031214 | val_loss: 0.0312101 | Time: 1433.84 ms
[2022-04-24 07:09:10 main:574] : INFO : Epoch 2012 | loss: 0.0312141 | val_loss: 0.0312105 | Time: 1410.78 ms
[2022-04-24 07:09:12 main:574] : INFO : Epoch 2013 | loss: 0.0312136 | val_loss: 0.0312103 | Time: 1418.8 ms
[2022-04-24 07:09:13 main:574] : INFO : Epoch 2014 | loss: 0.0312139 | val_loss: 0.0312103 | Time: 1395.53 ms
[2022-04-24 07:09:14 main:574] : INFO : Epoch 2015 | loss: 0.0312142 | val_loss: 0.0312103 | Time: 1370.25 ms
[2022-04-24 07:09:16 main:574] : INFO : Epoch 2016 | loss: 0.0312138 | val_loss: 0.0312102 | Time: 1401.85 ms
[2022-04-24 07:09:17 main:574] : INFO : Epoch 2017 | loss: 0.0312138 | val_loss: 0.031211 | Time: 1409.18 ms
[2022-04-24 07:09:19 main:574] : INFO : Epoch 2018 | loss: 0.0312146 | val_loss: 0.0312153 | Time: 1393.31 ms
[2022-04-24 07:09:20 main:574] : INFO : Epoch 2019 | loss: 0.0312171 | val_loss: 0.0312105 | Time: 1399.67 ms
[2022-04-24 07:09:22 main:574] : INFO : Epoch 2020 | loss: 0.031215 | val_loss: 0.0312128 | Time: 1399.37 ms
[2022-04-24 07:09:23 main:574] : INFO : Epoch 2021 | loss: 0.0312156 | val_loss: 0.0312107 | Time: 1386.63 ms
[2022-04-24 07:09:24 main:574] : INFO : Epoch 2022 | loss: 0.0312154 | val_loss: 0.0312105 | Time: 1376.84 ms
[2022-04-24 07:09:26 main:574] : INFO : Epoch 2023 | loss: 0.0312139 | val_loss: 0.0312113 | Time: 1363.23 ms
[2022-04-24 07:09:27 main:574] : INFO : Epoch 2024 | loss: 0.0312142 | val_loss: 0.0312128 | Time: 1431.44 ms
[2022-04-24 07:09:29 main:574] : INFO : Epoch 2025 | loss: 0.0312147 | val_loss: 0.0312119 | Time: 1392.51 ms
[2022-04-24 07:09:30 main:574] : INFO : Epoch 2026 | loss: 0.0312144 | val_loss: 0.0312106 | Time: 1401.81 ms
[2022-04-24 07:09:31 main:574] : INFO : Epoch 2027 | loss: 0.0312143 | val_loss: 0.0312103 | Time: 1414.34 ms
[2022-04-24 07:09:33 main:574] : INFO : Epoch 2028 | loss: 0.0312143 | val_loss: 0.0312105 | Time: 1383.75 ms
[2022-04-24 07:09:34 main:574] : INFO : Epoch 2029 | loss: 0.0312138 | val_loss: 0.0312104 | Time: 1385.12 ms
[2022-04-24 07:09:36 main:574] : INFO : Epoch 2030 | loss: 0.0312137 | val_loss: 0.0312111 | Time: 1395.03 ms
[2022-04-24 07:09:37 main:574] : INFO : Epoch 2031 | loss: 0.0312138 | val_loss: 0.0312099 | Time: 1411.11 ms
[2022-04-24 07:09:38 main:574] : INFO : Epoch 2032 | loss: 0.0312139 | val_loss: 0.03121 | Time: 1390.08 ms
[2022-04-24 07:09:40 main:574] : INFO : Epoch 2033 | loss: 0.0312141 | val_loss: 0.0312109 | Time: 1412.92 ms
[2022-04-24 07:09:41 main:574] : INFO : Epoch 2034 | loss: 0.0312137 | val_loss: 0.0312101 | Time: 1400.92 ms
[2022-04-24 07:09:43 main:574] : INFO : Epoch 2035 | loss: 0.0312134 | val_loss: 0.03121 | Time: 1416.39 ms
[2022-04-24 07:09:44 main:574] : INFO : Epoch 2036 | loss: 0.0312137 | val_loss: 0.0312113 | Time: 1505.56 ms
[2022-04-24 07:09:46 main:574] : INFO : Epoch 2037 | loss: 0.0312136 | val_loss: 0.0312102 | Time: 1419.74 ms
[2022-04-24 07:09:47 main:574] : INFO : Epoch 2038 | loss: 0.0312141 | val_loss: 0.0312106 | Time: 1410.5 ms
[2022-04-24 07:09:49 main:574] : INFO : Epoch 2039 | loss: 0.0312143 | val_loss: 0.0312106 | Time: 1400.38 ms
[2022-04-24 07:09:50 main:574] : INFO : Epoch 2040 | loss: 0.0312141 | val_loss: 0.0312111 | Time: 1405.78 ms
[2022-04-24 07:09:51 main:574] : INFO : Epoch 2041 | loss: 0.0312143 | val_loss: 0.0312113 | Time: 1403.04 ms
[2022-04-24 07:09:53 main:574] : INFO : Epoch 2042 | loss: 0.031214 | val_loss: 0.0312108 | Time: 1392.04 ms
[2022-04-24 07:09:54 main:574] : INFO : Epoch 2043 | loss: 0.0312155 | val_loss: 0.0312141 | Time: 1415.35 ms
[2022-04-24 07:09:56 main:574] : INFO : Epoch 2044 | loss: 0.031215 | val_loss: 0.0312108 | Time: 1419.87 ms
[2022-04-24 07:09:57 main:574] : INFO : Epoch 2045 | loss: 0.0312147 | val_loss: 0.0312104 | Time: 1417.59 ms
[2022-04-24 07:09:58 main:574] : INFO : Epoch 2046 | loss: 0.0312145 | val_loss: 0.0312109 | Time: 1417.24 ms
[2022-04-24 07:10:00 main:574] : INFO : Epoch 2047 | loss: 0.0312139 | val_loss: 0.0312108 | Time: 1436.74 ms
[2022-04-24 07:10:01 main:574] : INFO : Epoch 2048 | loss: 0.0312143 | val_loss: 0.0312114 | Time: 1369.95 ms
[2022-04-24 07:10:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312114
[2022-04-24 07:10:01 main:603] : INFO : Saving end state to config to file
[2022-04-24 07:10:01 main:608] : INFO : Success, exiting..
07:10:01 (77680): 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)