Task 14622791
| Name | ParityModified-1647047093-3786-3-0_4 |
| Workunit | 11576052 |
| Created | 17 Apr 2022, 13:57:02 UTC |
| Sent | 17 Apr 2022, 13:57:13 UTC |
| Report deadline | 25 Apr 2022, 13:57:13 UTC |
| Received | 24 Apr 2022, 3:46:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 49 min 4 sec |
| CPU time | 48 min 25 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> 6 main:574] : INFO : Epoch 1542 | loss: 0.031223 | val_loss: 0.0312237 | Time: 1416.57 ms [2022-04-24 13:34:07 main:574] : INFO : Epoch 1543 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 1409.71 ms [2022-04-24 13:34:09 main:574] : INFO : Epoch 1544 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1403.38 ms [2022-04-24 13:34:10 main:574] : INFO : Epoch 1545 | loss: 0.0312238 | val_loss: 0.0312229 | Time: 1429 ms [2022-04-24 13:34:12 main:574] : INFO : Epoch 1546 | loss: 0.0312247 | val_loss: 0.0312267 | Time: 1415.72 ms [2022-04-24 13:34:13 main:574] : INFO : Epoch 1547 | loss: 0.0312248 | val_loss: 0.0312252 | Time: 1436.38 ms [2022-04-24 13:34:15 main:574] : INFO : Epoch 1548 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 1397.73 ms [2022-04-24 13:34:16 main:574] : INFO : Epoch 1549 | loss: 0.0312239 | val_loss: 0.0312225 | Time: 1411.05 ms [2022-04-24 13:34:17 main:574] : INFO : Epoch 1550 | loss: 0.0312232 | val_loss: 0.0312226 | Time: 1413.8 ms [2022-04-24 13:34:19 main:574] : INFO : Epoch 1551 | loss: 0.0312232 | val_loss: 0.0312225 | Time: 1393.74 ms [2022-04-24 13:34:20 main:574] : INFO : Epoch 1552 | loss: 0.0312236 | val_loss: 0.0312217 | Time: 1424.37 ms [2022-04-24 13:34:22 main:574] : INFO : Epoch 1553 | loss: 0.0312233 | val_loss: 0.031222 | Time: 1394.05 ms [2022-04-24 13:34:23 main:574] : INFO : Epoch 1554 | loss: 0.0312237 | val_loss: 0.0312225 | Time: 1431.24 ms [2022-04-24 13:34:25 main:574] : INFO : Epoch 1555 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 1396.88 ms [2022-04-24 13:34:26 main:574] : INFO : Epoch 1556 | loss: 0.0312234 | val_loss: 0.0312239 | Time: 1411.42 ms [2022-04-24 13:34:27 main:574] : INFO : Epoch 1557 | loss: 0.0312234 | val_loss: 0.0312219 | Time: 1376.75 ms [2022-04-24 13:34:29 main:574] : INFO : Epoch 1558 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1420.77 ms [2022-04-24 13:34:30 main:574] : INFO : Epoch 1559 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1438.76 ms [2022-04-24 13:34:32 main:574] : INFO : Epoch 1560 | loss: 0.0312234 | val_loss: 0.0312271 | Time: 1413.91 ms [2022-04-24 13:34:33 main:574] : INFO : Epoch 1561 | loss: 0.0312253 | val_loss: 0.031223 | Time: 1408.64 ms [2022-04-24 13:34:35 main:574] : INFO : Epoch 1562 | loss: 0.031225 | val_loss: 0.0312229 | Time: 1415.43 ms [2022-04-24 13:34:36 main:574] : INFO : Epoch 1563 | loss: 0.031226 | val_loss: 0.0312216 | Time: 1403.79 ms [2022-04-24 13:34:37 main:574] : INFO : Epoch 1564 | loss: 0.0312241 | val_loss: 0.0312232 | Time: 1413.24 ms [2022-04-24 13:34:39 main:574] : INFO : Epoch 1565 | loss: 0.031225 | val_loss: 0.0312235 | Time: 1428.57 ms [2022-04-24 13:34:40 main:574] : INFO : Epoch 1566 | loss: 0.0312236 | val_loss: 0.0312249 | Time: 1389.49 ms [2022-04-24 13:34:42 main:574] : INFO : Epoch 1567 | loss: 0.0312239 | val_loss: 0.0312236 | Time: 1416.5 ms [2022-04-24 13:34:43 main:574] : INFO : Epoch 1568 | loss: 0.0312265 | val_loss: 0.0312238 | Time: 1431.25 ms [2022-04-24 13:34:45 main:574] : INFO : Epoch 1569 | loss: 0.0312251 | val_loss: 0.0312229 | Time: 1430.89 ms [2022-04-24 13:34:46 main:574] : INFO : Epoch 1570 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 1419.35 ms [2022-04-24 13:34:47 main:574] : INFO : Epoch 1571 | loss: 0.031224 | val_loss: 0.0312217 | Time: 1449.25 ms [2022-04-24 13:34:49 main:574] : INFO : Epoch 1572 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 1397.8 ms [2022-04-24 13:34:50 main:574] : INFO : Epoch 1573 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 1436.71 ms [2022-04-24 13:34:52 main:574] : INFO : Epoch 1574 | loss: 0.0312231 | val_loss: 0.0312216 | Time: 1466.27 ms [2022-04-24 13:34:53 main:574] : INFO : Epoch 1575 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 1441.43 ms [2022-04-24 13:34:55 main:574] : INFO : Epoch 1576 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 1401.32 ms [2022-04-24 13:34:56 main:574] : INFO : Epoch 1577 | loss: 0.0312229 | val_loss: 0.0312217 | Time: 1427.7 ms [2022-04-24 13:34:58 main:574] : INFO : Epoch 1578 | loss: 0.0312242 | val_loss: 0.0312284 | Time: 1429.65 ms [2022-04-24 13:34:59 main:574] : INFO : Epoch 1579 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 1445.2 ms [2022-04-24 13:35:00 main:574] : INFO : Epoch 1580 | loss: 0.031223 | val_loss: 0.0312229 | Time: 1446.79 ms [2022-04-24 13:35:02 main:574] : INFO : Epoch 1581 | loss: 0.0312244 | val_loss: 0.0312222 | Time: 1393.45 ms [2022-04-24 13:35:03 main:574] : INFO : Epoch 1582 | loss: 0.0312266 | val_loss: 0.0312226 | Time: 1439.4 ms [2022-04-24 13:35:05 main:574] : INFO : Epoch 1583 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 1469.04 ms [2022-04-24 13:35:06 main:574] : INFO : Epoch 1584 | loss: 0.0312227 | val_loss: 0.0312219 | Time: 1445.21 ms [2022-04-24 13:35:08 main:574] : INFO : Epoch 1585 | loss: 0.0312233 | val_loss: 0.031224 | Time: 1442.56 ms [2022-04-24 13:35:09 main:574] : INFO : Epoch 1586 | loss: 0.031223 | val_loss: 0.0312228 | Time: 1411.43 ms [2022-04-24 13:35:11 main:574] : INFO : Epoch 1587 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 1454.07 ms [2022-04-24 13:35:12 main:574] : INFO : Epoch 1588 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 1411.74 ms [2022-04-24 13:35:13 main:574] : INFO : Epoch 1589 | loss: 0.0312233 | val_loss: 0.0312236 | Time: 1383.24 ms [2022-04-24 13:35:15 main:574] : INFO : Epoch 1590 | loss: 0.031223 | val_loss: 0.0312235 | Time: 1422.76 ms [2022-04-24 13:35:16 main:574] : INFO : Epoch 1591 | loss: 0.0312228 | val_loss: 0.0312213 | Time: 1414.55 ms [2022-04-24 13:35:18 main:574] : INFO : Epoch 1592 | loss: 0.0312229 | val_loss: 0.0312224 | Time: 1400.05 ms [2022-04-24 13:35:19 main:574] : INFO : Epoch 1593 | loss: 0.031223 | val_loss: 0.0312226 | Time: 1421.35 ms [2022-04-24 13:35:20 main:574] : INFO : Epoch 1594 | loss: 0.0312228 | val_loss: 0.0312212 | Time: 1407.32 ms [2022-04-24 13:35:22 main:574] : INFO : Epoch 1595 | loss: 0.0312232 | val_loss: 0.0312246 | Time: 1419.11 ms [2022-04-24 13:35:23 main:574] : INFO : Epoch 1596 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 1406.8 ms [2022-04-24 13:35:25 main:574] : INFO : Epoch 1597 | loss: 0.0312239 | val_loss: 0.0312266 | Time: 1422.7 ms [2022-04-24 13:35:26 main:574] : INFO : Epoch 1598 | loss: 0.031225 | val_loss: 0.0312228 | Time: 1437.2 ms [2022-04-24 13:35:28 main:574] : INFO : Epoch 1599 | loss: 0.0312239 | val_loss: 0.0312213 | Time: 1396.21 ms [2022-04-24 13:35:29 main:574] : INFO : Epoch 1600 | loss: 0.0312232 | val_loss: 0.031222 | Time: 1414.31 ms [2022-04-24 13:35:30 main:574] : INFO : Epoch 1601 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1422.71 ms [2022-04-24 13:35:32 main:574] : INFO : Epoch 1602 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1418.51 ms [2022-04-24 13:35:33 main:574] : INFO : Epoch 1603 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 1415.51 ms [2022-04-24 13:35:35 main:574] : INFO : Epoch 1604 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1432.15 ms [2022-04-24 13:35:36 main:574] : INFO : Epoch 1605 | loss: 0.0312229 | val_loss: 0.0312221 | Time: 1434.41 ms [2022-04-24 13:35:38 main:574] : INFO : Epoch 1606 | loss: 0.0312238 | val_loss: 0.0312213 | Time: 1401.81 ms [2022-04-24 13:35:39 main:574] : INFO : Epoch 1607 | loss: 0.0312246 | val_loss: 0.0312236 | Time: 1404.88 ms [2022-04-24 13:35:40 main:574] : INFO : Epoch 1608 | loss: 0.0312239 | val_loss: 0.0312218 | Time: 1388.48 ms [2022-04-24 13:35:42 main:574] : INFO : Epoch 1609 | loss: 0.031224 | val_loss: 0.0312219 | Time: 1402.32 ms [2022-04-24 13:35:43 main:574] : INFO : Epoch 1610 | loss: 0.0312238 | val_loss: 0.0312217 | Time: 1422.52 ms [2022-04-24 13:35:45 main:574] : INFO : Epoch 1611 | loss: 0.0312232 | val_loss: 0.0312218 | Time: 1427.45 ms [2022-04-24 13:35:46 main:574] : INFO : Epoch 1612 | loss: 0.0312238 | val_loss: 0.0312239 | Time: 1466.57 ms [2022-04-24 13:35:48 main:574] : INFO : Epoch 1613 | loss: 0.0312233 | val_loss: 0.0312219 | Time: 1435.71 ms [2022-04-24 13:35:49 main:574] : INFO : Epoch 1614 | loss: 0.0312229 | val_loss: 0.0312214 | Time: 1393.46 ms [2022-04-24 13:35:51 main:574] : INFO : Epoch 1615 | loss: 0.0312227 | val_loss: 0.0312228 | Time: 1429.24 ms [2022-04-24 13:35:52 main:574] : INFO : Epoch 1616 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 1394.77 ms [2022-04-24 13:35:53 main:574] : INFO : Epoch 1617 | loss: 0.031223 | val_loss: 0.0312291 | Time: 1410.74 ms [2022-04-24 13:35:55 main:574] : INFO : Epoch 1618 | loss: 0.0312247 | val_loss: 0.0312217 | Time: 1382.34 ms [2022-04-24 13:35:56 main:574] : INFO : Epoch 1619 | loss: 0.0312232 | val_loss: 0.0312236 | Time: 1406.9 ms [2022-04-24 13:35:58 main:574] : INFO : Epoch 1620 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 1392.15 ms [2022-04-24 13:35:59 main:574] : INFO : Epoch 1621 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1462.97 ms [2022-04-24 13:36:00 main:574] : INFO : Epoch 1622 | loss: 0.0312234 | val_loss: 0.0312214 | Time: 1412.67 ms [2022-04-24 13:36:02 main:574] : INFO : Epoch 1623 | loss: 0.0312237 | val_loss: 0.0312231 | Time: 1395.31 ms [2022-04-24 13:36:03 main:574] : INFO : Epoch 1624 | loss: 0.0312241 | val_loss: 0.0312222 | Time: 1404.09 ms [2022-04-24 13:36:05 main:574] : INFO : Epoch 1625 | loss: 0.031223 | val_loss: 0.0312235 | Time: 1416.97 ms [2022-04-24 13:36:06 main:574] : INFO : Epoch 1626 | loss: 0.0312236 | val_loss: 0.0312235 | Time: 1402.9 ms [2022-04-24 13:36:08 main:574] : INFO : Epoch 1627 | loss: 0.0312236 | val_loss: 0.031222 | Time: 1424.59 ms [2022-04-24 13:36:09 main:574] : INFO : Epoch 1628 | loss: 0.0312225 | val_loss: 0.0312218 | Time: 1400.21 ms [2022-04-24 13:36:10 main:574] : INFO : Epoch 1629 | loss: 0.0312244 | val_loss: 0.0312247 | Time: 1407.77 ms [2022-04-24 13:36:12 main:574] : INFO : Epoch 1630 | loss: 0.0312235 | val_loss: 0.0312221 | Time: 1434.25 ms [2022-04-24 13:36:13 main:574] : INFO : Epoch 1631 | loss: 0.0312235 | val_loss: 0.0312219 | Time: 1415.9 ms [2022-04-24 13:36:15 main:574] : INFO : Epoch 1632 | loss: 0.0312236 | val_loss: 0.0312217 | Time: 1422.31 ms [2022-04-24 13:36:16 main:574] : INFO : Epoch 1633 | loss: 0.0312229 | val_loss: 0.0312218 | Time: 1417.34 ms [2022-04-24 13:36:18 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 1425.91 ms [2022-04-24 13:36:19 main:574] : INFO : Epoch 1635 | loss: 0.0312236 | val_loss: 0.031222 | Time: 1379.84 ms [2022-04-24 13:36:20 main:574] : INFO : Epoch 1636 | loss: 0.0312231 | val_loss: 0.0312223 | Time: 1396.98 ms [2022-04-24 13:36:22 main:574] : INFO : Epoch 1637 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1432.24 ms [2022-04-24 13:36:23 main:574] : INFO : Epoch 1638 | loss: 0.0312228 | val_loss: 0.031222 | Time: 1414.03 ms [2022-04-24 13:36:25 main:574] : INFO : Epoch 1639 | loss: 0.031224 | val_loss: 0.0312216 | Time: 1381.27 ms [2022-04-24 13:36:26 main:574] : INFO : Epoch 1640 | loss: 0.0312233 | val_loss: 0.0312213 | Time: 1391.98 ms [2022-04-24 13:36:27 main:574] : INFO : Epoch 1641 | loss: 0.0312232 | val_loss: 0.0312239 | Time: 1408.44 ms [2022-04-24 13:36:29 main:574] : INFO : Epoch 1642 | loss: 0.0312253 | val_loss: 0.0312217 | Time: 1370.83 ms [2022-04-24 13:36:30 main:574] : INFO : Epoch 1643 | loss: 0.0312234 | val_loss: 0.0312224 | Time: 1377.14 ms [2022-04-24 13:36:32 main:574] : INFO : Epoch 1644 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1481.57 ms [2022-04-24 13:36:33 main:574] : INFO : Epoch 1645 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1454.84 ms [2022-04-24 13:36:35 main:574] : INFO : Epoch 1646 | loss: 0.031223 | val_loss: 0.0312296 | Time: 1464.11 ms [2022-04-24 13:36:36 main:574] : INFO : Epoch 1647 | loss: 0.0312249 | val_loss: 0.0312256 | Time: 1449.55 ms [2022-04-24 13:36:38 main:574] : INFO : Epoch 1648 | loss: 0.0312263 | val_loss: 0.0312258 | Time: 1420.74 ms [2022-04-24 13:36:39 main:574] : INFO : Epoch 1649 | loss: 0.031225 | val_loss: 0.0312221 | Time: 1415.07 ms [2022-04-24 13:36:40 main:574] : INFO : Epoch 1650 | loss: 0.0312228 | val_loss: 0.0312241 | Time: 1403.18 ms [2022-04-24 13:36:42 main:574] : INFO : Epoch 1651 | loss: 0.031224 | val_loss: 0.031223 | Time: 1418.98 ms [2022-04-24 13:36:43 main:574] : INFO : Epoch 1652 | loss: 0.0312237 | val_loss: 0.0312222 | Time: 1433 ms [2022-04-24 13:36:45 main:574] : INFO : Epoch 1653 | loss: 0.0312229 | val_loss: 0.0312242 | Time: 1460.87 ms [2022-04-24 13:36:46 main:574] : INFO : Epoch 1654 | loss: 0.0312256 | val_loss: 0.0312217 | Time: 1428.95 ms [2022-04-24 13:36:48 main:574] : INFO : Epoch 1655 | loss: 0.031224 | val_loss: 0.0312225 | Time: 1423.29 ms [2022-04-24 13:36:49 main:574] : INFO : Epoch 1656 | loss: 0.0312245 | val_loss: 0.0312265 | Time: 1444.72 ms [2022-04-24 13:36:50 main:574] : INFO : Epoch 1657 | loss: 0.0312256 | val_loss: 0.0312253 | Time: 1428.33 ms [2022-04-24 13:36:52 main:574] : INFO : Epoch 1658 | loss: 0.0312236 | val_loss: 0.0312215 | Time: 1425.07 ms [2022-04-24 13:36:53 main:574] : INFO : Epoch 1659 | loss: 0.0312232 | val_loss: 0.0312214 | Time: 1387.63 ms [2022-04-24 13:36:55 main:574] : INFO : Epoch 1660 | loss: 0.0312226 | val_loss: 0.0312215 | Time: 1408.69 ms [2022-04-24 13:36:56 main:574] : INFO : Epoch 1661 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1420.54 ms [2022-04-24 13:36:58 main:574] : INFO : Epoch 1662 | loss: 0.0312231 | val_loss: 0.0312221 | Time: 1418.16 ms [2022-04-24 13:36:59 main:574] : INFO : Epoch 1663 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 1403.79 ms [2022-04-24 13:37:00 main:574] : INFO : Epoch 1664 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1437.02 ms [2022-04-24 13:37:02 main:574] : INFO : Epoch 1665 | loss: 0.0312243 | val_loss: 0.0312239 | Time: 1429.58 ms [2022-04-24 13:37:03 main:574] : INFO : Epoch 1666 | loss: 0.031223 | val_loss: 0.0312214 | Time: 1411.03 ms [2022-04-24 13:37:05 main:574] : INFO : Epoch 1667 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 1413.36 ms [2022-04-24 13:37:06 main:574] : INFO : Epoch 1668 | loss: 0.0312235 | val_loss: 0.0312234 | Time: 1405.75 ms [2022-04-24 13:37:08 main:574] : INFO : Epoch 1669 | loss: 0.0312238 | val_loss: 0.0312212 | Time: 1400.49 ms [2022-04-24 13:37:09 main:574] : INFO : Epoch 1670 | loss: 0.0312228 | val_loss: 0.0312232 | Time: 1402.34 ms [2022-04-24 13:37:10 main:574] : INFO : Epoch 1671 | loss: 0.031223 | val_loss: 0.0312216 | Time: 1404.7 ms [2022-04-24 13:37:12 main:574] : INFO : Epoch 1672 | loss: 0.0312226 | val_loss: 0.0312226 | Time: 1411.65 ms [2022-04-24 13:37:13 main:574] : INFO : Epoch 1673 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 1425.5 ms [2022-04-24 13:37:15 main:574] : INFO : Epoch 1674 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 1443.15 ms [2022-04-24 13:37:16 main:574] : INFO : Epoch 1675 | loss: 0.0312225 | val_loss: 0.0312216 | Time: 1399.85 ms [2022-04-24 13:37:17 main:574] : INFO : Epoch 1676 | loss: 0.0312223 | val_loss: 0.031223 | Time: 1391.54 ms [2022-04-24 13:37:19 main:574] : INFO : Epoch 1677 | loss: 0.0312231 | val_loss: 0.0312223 | Time: 1418.15 ms [2022-04-24 13:37:20 main:574] : INFO : Epoch 1678 | loss: 0.0312225 | val_loss: 0.0312224 | Time: 1431.92 ms [2022-04-24 13:37:22 main:574] : INFO : Epoch 1679 | loss: 0.0312236 | val_loss: 0.0312217 | Time: 1432.61 ms [2022-04-24 13:37:23 main:574] : INFO : Epoch 1680 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 1418.48 ms [2022-04-24 13:37:25 main:574] : INFO : Epoch 1681 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1411.39 ms [2022-04-24 13:37:26 main:574] : INFO : Epoch 1682 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1394.87 ms [2022-04-24 13:37:27 main:574] : INFO : Epoch 1683 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 1427.52 ms [2022-04-24 13:37:29 main:574] : INFO : Epoch 1684 | loss: 0.031223 | val_loss: 0.0312245 | Time: 1421.71 ms [2022-04-24 13:37:30 main:574] : INFO : Epoch 1685 | loss: 0.0312242 | val_loss: 0.0312219 | Time: 1426.02 ms [2022-04-24 13:37:32 main:574] : INFO : Epoch 1686 | loss: 0.0312223 | val_loss: 0.0312215 | Time: 1432.94 ms [2022-04-24 13:37:33 main:574] : INFO : Epoch 1687 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 1413.94 ms [2022-04-24 13:37:35 main:574] : INFO : Epoch 1688 | loss: 0.0312228 | val_loss: 0.0312215 | Time: 1402.11 ms [2022-04-24 13:37:36 main:574] : INFO : Epoch 1689 | loss: 0.0312221 | val_loss: 0.0312213 | Time: 1466.96 ms [2022-04-24 13:37:38 main:574] : INFO : Epoch 1690 | loss: 0.0312221 | val_loss: 0.031222 | Time: 1440.24 ms [2022-04-24 13:37:39 main:574] : INFO : Epoch 1691 | loss: 0.0312228 | val_loss: 0.0312234 | Time: 1425.67 ms [2022-04-24 13:37:41 main:574] : INFO : Epoch 1692 | loss: 0.0312238 | val_loss: 0.0312224 | Time: 1454.88 ms [2022-04-24 13:37:42 main:574] : INFO : Epoch 1693 | loss: 0.0312228 | val_loss: 0.0312221 | Time: 1391.16 ms [2022-04-24 13:37:43 main:574] : INFO : Epoch 1694 | loss: 0.0312221 | val_loss: 0.031223 | Time: 1407.43 ms [2022-04-24 13:37:45 main:574] : INFO : Epoch 1695 | loss: 0.0312226 | val_loss: 0.0312216 | Time: 1385.22 ms [2022-04-24 13:37:46 main:574] : INFO : Epoch 1696 | loss: 0.0312224 | val_loss: 0.0312212 | Time: 1440.98 ms [2022-04-24 13:37:48 main:574] : INFO : Epoch 1697 | loss: 0.0312228 | val_loss: 0.0312249 | Time: 1459.7 ms [2022-04-24 13:37:49 main:574] : INFO : Epoch 1698 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 1416.31 ms [2022-04-24 13:37:51 main:574] : INFO : Epoch 1699 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 1431.11 ms [2022-04-24 13:37:52 main:574] : INFO : Epoch 1700 | loss: 0.0312242 | val_loss: 0.0312234 | Time: 1407.4 ms [2022-04-24 13:37:53 main:574] : INFO : Epoch 1701 | loss: 0.0312227 | val_loss: 0.0312218 | Time: 1383.34 ms [2022-04-24 13:37:55 main:574] : INFO : Epoch 1702 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 1391.89 ms [2022-04-24 13:37:56 main:574] : INFO : Epoch 1703 | loss: 0.0312225 | val_loss: 0.0312224 | Time: 1376.79 ms [2022-04-24 13:37:58 main:574] : INFO : Epoch 1704 | loss: 0.0312223 | val_loss: 0.031222 | Time: 1406.11 ms [2022-04-24 13:37:59 main:574] : INFO : Epoch 1705 | loss: 0.0312222 | val_loss: 0.0312224 | Time: 1408.84 ms [2022-04-24 13:38:00 main:574] : INFO : Epoch 1706 | loss: 0.0312239 | val_loss: 0.0312216 | Time: 1418.91 ms [2022-04-24 13:38:02 main:574] : INFO : Epoch 1707 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 1415.8 ms [2022-04-24 13:38:03 main:574] : INFO : Epoch 1708 | loss: 0.0312224 | val_loss: 0.0312211 | Time: 1405.27 ms [2022-04-24 13:38:05 main:574] : INFO : Epoch 1709 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 1410.66 ms [2022-04-24 13:38:06 main:574] : INFO : Epoch 1710 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 1409.94 ms [2022-04-24 13:38:08 main:574] : INFO : Epoch 1711 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 1437.44 ms [2022-04-24 13:38:09 main:574] : INFO : Epoch 1712 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 1419.51 ms [2022-04-24 13:38:10 main:574] : INFO : Epoch 1713 | loss: 0.0312235 | val_loss: 0.0312218 | Time: 1397.1 ms [2022-04-24 13:38:12 main:574] : INFO : Epoch 1714 | loss: 0.0312225 | val_loss: 0.0312254 | Time: 1413.87 ms [2022-04-24 13:38:13 main:574] : INFO : Epoch 1715 | loss: 0.0312258 | val_loss: 0.0312212 | Time: 1410.9 ms [2022-04-24 13:38:15 main:574] : INFO : Epoch 1716 | loss: 0.0312237 | val_loss: 0.0312216 | Time: 1422.45 ms [2022-04-24 13:38:16 main:574] : INFO : Epoch 1717 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 1386.35 ms [2022-04-24 13:38:17 main:574] : INFO : Epoch 1718 | loss: 0.0312228 | val_loss: 0.0312238 | Time: 1444.21 ms [2022-04-24 13:38:19 main:574] : INFO : Epoch 1719 | loss: 0.031224 | val_loss: 0.0312211 | Time: 1385.75 ms [2022-04-24 13:38:20 main:574] : INFO : Epoch 1720 | loss: 0.0312228 | val_loss: 0.0312222 | Time: 1386.46 ms [2022-04-24 13:38:22 main:574] : INFO : Epoch 1721 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1395.92 ms [2022-04-24 13:38:23 main:574] : INFO : Epoch 1722 | loss: 0.0312226 | val_loss: 0.0312218 | Time: 1422.81 ms [2022-04-24 13:38:25 main:574] : INFO : Epoch 1723 | loss: 0.0312223 | val_loss: 0.0312255 | Time: 1406.39 ms [2022-04-24 13:38:26 main:574] : INFO : Epoch 1724 | loss: 0.0312241 | val_loss: 0.0312214 | Time: 1419.93 ms [2022-04-24 13:38:27 main:574] : INFO : Epoch 1725 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 1394.07 ms [2022-04-24 13:38:29 main:574] : INFO : Epoch 1726 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 1432.26 ms [2022-04-24 13:38:30 main:574] : INFO : Epoch 1727 | loss: 0.0312244 | val_loss: 0.0312229 | Time: 1417.74 ms [2022-04-24 13:38:32 main:574] : INFO : Epoch 1728 | loss: 0.031226 | val_loss: 0.031222 | Time: 1413.14 ms [2022-04-24 13:38:33 main:574] : INFO : Epoch 1729 | loss: 0.0312232 | val_loss: 0.031222 | Time: 1395.24 ms [2022-04-24 13:38:35 main:574] : INFO : Epoch 1730 | loss: 0.0312229 | val_loss: 0.0312209 | Time: 1438.34 ms [2022-04-24 13:38:36 main:574] : INFO : Epoch 1731 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 1435.2 ms [2022-04-24 13:38:37 main:574] : INFO : Epoch 1732 | loss: 0.0312218 | val_loss: 0.0312212 | Time: 1415.24 ms [2022-04-24 13:38:39 main:574] : INFO : Epoch 1733 | loss: 0.031222 | val_loss: 0.0312211 | Time: 1419.68 ms [2022-04-24 13:38:40 main:574] : INFO : Epoch 1734 | loss: 0.0312221 | val_loss: 0.0312211 | Time: 1445.51 ms [2022-04-24 13:38:42 main:574] : INFO : Epoch 1735 | loss: 0.0312232 | val_loss: 0.0312229 | Time: 1411.88 ms [2022-04-24 13:38:43 main:574] : INFO : Epoch 1736 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 1466.08 ms [2022-04-24 13:38:45 main:574] : INFO : Epoch 1737 | loss: 0.0312223 | val_loss: 0.0312212 | Time: 1419.5 ms [2022-04-24 13:38:46 main:574] : INFO : Epoch 1738 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 1430.68 ms [2022-04-24 13:38:48 main:574] : INFO : Epoch 1739 | loss: 0.0312221 | val_loss: 0.0312211 | Time: 1459.83 ms [2022-04-24 13:38:49 main:574] : INFO : Epoch 1740 | loss: 0.0312222 | val_loss: 0.0312229 | Time: 1412.89 ms [2022-04-24 13:38:50 main:574] : INFO : Epoch 1741 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1427.13 ms [2022-04-24 13:38:52 main:574] : INFO : Epoch 1742 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 1377.9 ms [2022-04-24 13:38:53 main:574] : INFO : Epoch 1743 | loss: 0.0312231 | val_loss: 0.0312223 | Time: 1415.65 ms [2022-04-24 13:38:55 main:574] : INFO : Epoch 1744 | loss: 0.0312223 | val_loss: 0.0312218 | Time: 1400.67 ms [2022-04-24 13:38:56 main:574] : INFO : Epoch 1745 | loss: 0.0312223 | val_loss: 0.0312212 | Time: 1440.54 ms [2022-04-24 13:38:57 main:574] : INFO : Epoch 1746 | loss: 0.0312226 | val_loss: 0.031222 | Time: 1390.26 ms [2022-04-24 13:38:59 main:574] : INFO : Epoch 1747 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1422.54 ms [2022-04-24 13:39:00 main:574] : INFO : Epoch 1748 | loss: 0.0312222 | val_loss: 0.031223 | Time: 1428.84 ms [2022-04-24 13:39:02 main:574] : INFO : Epoch 1749 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 1412.18 ms [2022-04-24 13:39:03 main:574] : INFO : Epoch 1750 | loss: 0.0312233 | val_loss: 0.0312209 | Time: 1395.3 ms [2022-04-24 13:39:05 main:574] : INFO : Epoch 1751 | loss: 0.0312233 | val_loss: 0.0312232 | Time: 1408 ms [2022-04-24 13:39:06 main:574] : INFO : Epoch 1752 | loss: 0.0312228 | val_loss: 0.0312217 | Time: 1390.2 ms [2022-04-24 13:39:07 main:574] : INFO : Epoch 1753 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1416.26 ms [2022-04-24 13:39:09 main:574] : INFO : Epoch 1754 | loss: 0.0312224 | val_loss: 0.0312219 | Time: 1423.41 ms [2022-04-24 13:39:10 main:574] : INFO : Epoch 1755 | loss: 0.0312223 | val_loss: 0.0312221 | Time: 1424.9 ms [2022-04-24 13:39:12 main:574] : INFO : Epoch 1756 | loss: 0.031222 | val_loss: 0.0312234 | Time: 1469.97 ms [2022-04-24 13:39:13 main:574] : INFO : Epoch 1757 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 1398.32 ms [2022-04-24 13:39:15 main:574] : INFO : Epoch 1758 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1385.96 ms [2022-04-24 13:39:16 main:574] : INFO : Epoch 1759 | loss: 0.031223 | val_loss: 0.0312218 | Time: 1405.42 ms [2022-04-24 13:39:17 main:574] : INFO : Epoch 1760 | loss: 0.0312228 | val_loss: 0.0312212 | Time: 1426.05 ms [2022-04-24 13:39:19 main:574] : INFO : Epoch 1761 | loss: 0.0312233 | val_loss: 0.0312212 | Time: 1444.09 ms [2022-04-24 13:39:20 main:574] : INFO : Epoch 1762 | loss: 0.0312223 | val_loss: 0.0312214 | Time: 1430.01 ms [2022-04-24 13:39:22 main:574] : INFO : Epoch 1763 | loss: 0.0312223 | val_loss: 0.0312213 | Time: 1375.54 ms [2022-04-24 13:39:23 main:574] : INFO : Epoch 1764 | loss: 0.0312224 | val_loss: 0.0312213 | Time: 1397.07 ms [2022-04-24 13:39:25 main:574] : INFO : Epoch 1765 | loss: 0.031222 | val_loss: 0.0312217 | Time: 1405.8 ms [2022-04-24 13:39:26 main:574] : INFO : Epoch 1766 | loss: 0.031222 | val_loss: 0.0312208 | Time: 1422.74 ms [2022-04-24 13:39:27 main:574] : INFO : Epoch 1767 | loss: 0.0312224 | val_loss: 0.031221 | Time: 1376.41 ms [2022-04-24 13:39:29 main:574] : INFO : Epoch 1768 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1395.36 ms [2022-04-24 13:39:30 main:574] : INFO : Epoch 1769 | loss: 0.031223 | val_loss: 0.0312213 | Time: 1414.31 ms [2022-04-24 13:39:32 main:574] : INFO : Epoch 1770 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1406.34 ms [2022-04-24 13:39:33 main:574] : INFO : Epoch 1771 | loss: 0.031222 | val_loss: 0.0312208 | Time: 1365.54 ms [2022-04-24 13:39:34 main:574] : INFO : Epoch 1772 | loss: 0.0312226 | val_loss: 0.0312222 | Time: 1409.91 ms [2022-04-24 13:39:36 main:574] : INFO : Epoch 1773 | loss: 0.0312236 | val_loss: 0.0312239 | Time: 1420.67 ms [2022-04-24 13:39:37 main:574] : INFO : Epoch 1774 | loss: 0.0312222 | val_loss: 0.0312216 | Time: 1424.52 ms [2022-04-24 13:39:39 main:574] : INFO : Epoch 1775 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1401.53 ms [2022-04-24 13:39:40 main:574] : INFO : Epoch 1776 | loss: 0.0312223 | val_loss: 0.0312216 | Time: 1392.35 ms [2022-04-24 13:39:42 main:574] : INFO : Epoch 1777 | loss: 0.031222 | val_loss: 0.0312212 | Time: 1420.99 ms [2022-04-24 13:39:43 main:574] : INFO : Epoch 1778 | loss: 0.0312224 | val_loss: 0.0312237 | Time: 1409.88 ms [2022-04-24 13:39:44 main:574] : INFO : Epoch 1779 | loss: 0.0312263 | val_loss: 0.0312268 | Time: 1447.31 ms [2022-04-24 13:39:46 main:574] : INFO : Epoch 1780 | loss: 0.0312432 | val_loss: 0.031278 | Time: 1427.93 ms [2022-04-24 13:39:47 main:574] : INFO : Epoch 1781 | loss: 0.0357216 | val_loss: 0.037904 | Time: 1446.86 ms [2022-04-24 13:39:49 main:574] : INFO : Epoch 1782 | loss: 0.0326606 | val_loss: 0.0315619 | Time: 1427.95 ms [2022-04-24 13:39:50 main:574] : INFO : Epoch 1783 | loss: 0.0313924 | val_loss: 0.031273 | Time: 1432.98 ms [2022-04-24 13:39:52 main:574] : INFO : Epoch 1784 | loss: 0.0312529 | val_loss: 0.0312415 | Time: 1394.29 ms [2022-04-24 13:39:53 main:574] : INFO : Epoch 1785 | loss: 0.0312331 | val_loss: 0.0312397 | Time: 1387.78 ms [2022-04-24 13:39:54 main:574] : INFO : Epoch 1786 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 1428.39 ms [2022-04-24 13:39:56 main:574] : INFO : Epoch 1787 | loss: 0.0312265 | val_loss: 0.0312245 | Time: 1406.93 ms [2022-04-24 13:39:57 main:574] : INFO : Epoch 1788 | loss: 0.0312255 | val_loss: 0.0312352 | Time: 1414.36 ms [2022-04-24 13:39:59 main:574] : INFO : Epoch 1789 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1390.78 ms [2022-04-24 13:40:00 main:574] : INFO : Epoch 1790 | loss: 0.0312249 | val_loss: 0.0312218 | Time: 1410.6 ms [2022-04-24 13:40:02 main:574] : INFO : Epoch 1791 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 1391.14 ms [2022-04-24 13:40:03 main:574] : INFO : Epoch 1792 | loss: 0.0312237 | val_loss: 0.0312219 | Time: 1394.08 ms [2022-04-24 13:40:04 main:574] : INFO : Epoch 1793 | loss: 0.031224 | val_loss: 0.0312216 | Time: 1379.69 ms [2022-04-24 13:40:06 main:574] : INFO : Epoch 1794 | loss: 0.0312237 | val_loss: 0.031222 | Time: 1410.24 ms [2022-04-24 13:40:07 main:574] : INFO : Epoch 1795 | loss: 0.0312229 | val_loss: 0.0312232 | Time: 1464.95 ms [2022-04-24 13:40:09 main:574] : INFO : Epoch 1796 | loss: 0.0312232 | val_loss: 0.0312238 | Time: 1418.12 ms [2022-04-24 13:40:10 main:574] : INFO : Epoch 1797 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1419.91 ms [2022-04-24 13:40:11 main:574] : INFO : Epoch 1798 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1388.38 ms [2022-04-24 13:40:13 main:574] : INFO : Epoch 1799 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1420.36 ms [2022-04-24 13:40:14 main:574] : INFO : Epoch 1800 | loss: 0.0312229 | val_loss: 0.031221 | Time: 1423.01 ms [2022-04-24 13:40:16 main:574] : INFO : Epoch 1801 | loss: 0.031223 | val_loss: 0.0312285 | Time: 1480.93 ms [2022-04-24 13:40:17 main:574] : INFO : Epoch 1802 | loss: 0.0312269 | val_loss: 0.0312283 | Time: 1429.9 ms [2022-04-24 13:40:19 main:574] : INFO : Epoch 1803 | loss: 0.0312235 | val_loss: 0.0312214 | Time: 1396.66 ms [2022-04-24 13:40:20 main:574] : INFO : Epoch 1804 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 1429.84 ms [2022-04-24 13:40:22 main:574] : INFO : Epoch 1805 | loss: 0.0312243 | val_loss: 0.0312246 | Time: 1404.59 ms [2022-04-24 13:40:23 main:574] : INFO : Epoch 1806 | loss: 0.0312241 | val_loss: 0.0312266 | Time: 1402.97 ms [2022-04-24 13:40:24 main:574] : INFO : Epoch 1807 | loss: 0.0312253 | val_loss: 0.0312225 | Time: 1414.99 ms [2022-04-24 13:40:26 main:574] : INFO : Epoch 1808 | loss: 0.0312232 | val_loss: 0.0312221 | Time: 1435.78 ms [2022-04-24 13:40:27 main:574] : INFO : Epoch 1809 | loss: 0.0312225 | val_loss: 0.0312208 | Time: 1400.89 ms [2022-04-24 13:40:29 main:574] : INFO : Epoch 1810 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 1417.23 ms [2022-04-24 13:40:30 main:574] : INFO : Epoch 1811 | loss: 0.0312225 | val_loss: 0.0312209 | Time: 1389.29 ms [2022-04-24 13:40:31 main:574] : INFO : Epoch 1812 | loss: 0.0312229 | val_loss: 0.0312225 | Time: 1412.21 ms [2022-04-24 13:40:33 main:574] : INFO : Epoch 1813 | loss: 0.0312229 | val_loss: 0.0312213 | Time: 1424.88 ms [2022-04-24 13:40:34 main:574] : INFO : Epoch 1814 | loss: 0.031224 | val_loss: 0.0312249 | Time: 1394.64 ms [2022-04-24 13:40:36 main:574] : INFO : Epoch 1815 | loss: 0.0312246 | val_loss: 0.0312222 | Time: 1441.9 ms [2022-04-24 13:40:37 main:574] : INFO : Epoch 1816 | loss: 0.0312228 | val_loss: 0.0312211 | Time: 1403.03 ms [2022-04-24 13:40:39 main:574] : INFO : Epoch 1817 | loss: 0.0312223 | val_loss: 0.0312237 | Time: 1443.27 ms [2022-04-24 13:40:40 main:574] : INFO : Epoch 1818 | loss: 0.0312232 | val_loss: 0.0312213 | Time: 1377.25 ms [2022-04-24 13:40:41 main:574] : INFO : Epoch 1819 | loss: 0.031222 | val_loss: 0.0312208 | Time: 1393.73 ms [2022-04-24 13:40:43 main:574] : INFO : Epoch 1820 | loss: 0.0312221 | val_loss: 0.0312209 | Time: 1436.5 ms [2022-04-24 13:40:44 main:574] : INFO : Epoch 1821 | loss: 0.0312221 | val_loss: 0.0312216 | Time: 1419.98 ms [2022-04-24 13:40:46 main:574] : INFO : Epoch 1822 | loss: 0.0312223 | val_loss: 0.0312212 | Time: 1385.23 ms [2022-04-24 13:40:47 main:574] : INFO : Epoch 1823 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 1457.26 ms [2022-04-24 13:40:49 main:574] : INFO : Epoch 1824 | loss: 0.0312227 | val_loss: 0.031224 | Time: 1391.84 ms [2022-04-24 13:40:50 main:574] : INFO : Epoch 1825 | loss: 0.0312228 | val_loss: 0.0312206 | Time: 1416.42 ms [2022-04-24 13:40:51 main:574] : INFO : Epoch 1826 | loss: 0.0312222 | val_loss: 0.0312214 | Time: 1420.03 ms [2022-04-24 13:40:53 main:574] : INFO : Epoch 1827 | loss: 0.0312229 | val_loss: 0.0312215 | Time: 1416.42 ms [2022-04-24 13:40:54 main:574] : INFO : Epoch 1828 | loss: 0.031223 | val_loss: 0.0312215 | Time: 1406.24 ms [2022-04-24 13:40:56 main:574] : INFO : Epoch 1829 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1402.52 ms [2022-04-24 13:40:57 main:574] : INFO : Epoch 1830 | loss: 0.0312221 | val_loss: 0.031222 | Time: 1414.32 ms [2022-04-24 13:40:59 main:574] : INFO : Epoch 1831 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 1423.9 ms [2022-04-24 13:41:00 main:574] : INFO : Epoch 1832 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 1402.9 ms [2022-04-24 13:41:01 main:574] : INFO : Epoch 1833 | loss: 0.0312221 | val_loss: 0.0312206 | Time: 1450.89 ms [2022-04-24 13:41:03 main:574] : INFO : Epoch 1834 | loss: 0.0312219 | val_loss: 0.0312208 | Time: 1390.27 ms [2022-04-24 13:41:04 main:574] : INFO : Epoch 1835 | loss: 0.0312219 | val_loss: 0.0312205 | Time: 1436.3 ms [2022-04-24 13:41:06 main:574] : INFO : Epoch 1836 | loss: 0.0312222 | val_loss: 0.0312208 | Time: 1379.11 ms [2022-04-24 13:41:07 main:574] : INFO : Epoch 1837 | loss: 0.0312225 | val_loss: 0.0312226 | Time: 1417.61 ms [2022-04-24 13:41:09 main:574] : INFO : Epoch 1838 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1408.15 ms [2022-04-24 13:41:10 main:574] : INFO : Epoch 1839 | loss: 0.0312221 | val_loss: 0.0312206 | Time: 1397.74 ms [2022-04-24 13:41:11 main:574] : INFO : Epoch 1840 | loss: 0.0312231 | val_loss: 0.0312235 | Time: 1383.62 ms [2022-04-24 13:41:13 main:574] : INFO : Epoch 1841 | loss: 0.0312226 | val_loss: 0.0312207 | Time: 1433.26 ms [2022-04-24 13:41:14 main:574] : INFO : Epoch 1842 | loss: 0.0312238 | val_loss: 0.031225 | Time: 1410.17 ms [2022-04-24 13:41:16 main:574] : INFO : Epoch 1843 | loss: 0.0312228 | val_loss: 0.0312204 | Time: 1393.65 ms [2022-04-24 13:41:17 main:574] : INFO : Epoch 1844 | loss: 0.0312219 | val_loss: 0.0312209 | Time: 1372.26 ms [2022-04-24 13:41:18 main:574] : INFO : Epoch 1845 | loss: 0.0312222 | val_loss: 0.0312212 | Time: 1404.97 ms [2022-04-24 13:41:20 main:574] : INFO : Epoch 1846 | loss: 0.0312227 | val_loss: 0.0312241 | Time: 1433.08 ms [2022-04-24 13:41:21 main:574] : INFO : Epoch 1847 | loss: 0.0312222 | val_loss: 0.0312206 | Time: 1433.62 ms [2022-04-24 13:41:23 main:574] : INFO : Epoch 1848 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 1418.72 ms [2022-04-24 13:41:24 main:574] : INFO : Epoch 1849 | loss: 0.031222 | val_loss: 0.0312215 | Time: 1425.21 ms [2022-04-24 13:41:26 main:574] : INFO : Epoch 1850 | loss: 0.0312229 | val_loss: 0.0312212 | Time: 1391.31 ms [2022-04-24 13:41:27 main:574] : INFO : Epoch 1851 | loss: 0.0312228 | val_loss: 0.0312247 | Time: 1408.05 ms [2022-04-24 13:41:28 main:574] : INFO : Epoch 1852 | loss: 0.0312233 | val_loss: 0.0312207 | Time: 1436.53 ms [2022-04-24 13:41:30 main:574] : INFO : Epoch 1853 | loss: 0.0312223 | val_loss: 0.0312208 | Time: 1400.68 ms [2022-04-24 13:41:31 main:574] : INFO : Epoch 1854 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 1422.45 ms [2022-04-24 13:41:33 main:574] : INFO : Epoch 1855 | loss: 0.0312218 | val_loss: 0.0312213 | Time: 1424.53 ms [2022-04-24 13:41:34 main:574] : INFO : Epoch 1856 | loss: 0.0312228 | val_loss: 0.0312218 | Time: 1376.88 ms [2022-04-24 13:41:36 main:574] : INFO : Epoch 1857 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1401.18 ms [2022-04-24 13:41:37 main:574] : INFO : Epoch 1858 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1430.82 ms [2022-04-24 13:41:38 main:574] : INFO : Epoch 1859 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1382.31 ms [2022-04-24 13:41:40 main:574] : INFO : Epoch 1860 | loss: 0.0312218 | val_loss: 0.0312217 | Time: 1376.29 ms [2022-04-24 13:41:41 main:574] : INFO : Epoch 1861 | loss: 0.031223 | val_loss: 0.0312208 | Time: 1400.01 ms [2022-04-24 13:41:43 main:574] : INFO : Epoch 1862 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1458.03 ms [2022-04-24 13:41:44 main:574] : INFO : Epoch 1863 | loss: 0.0312225 | val_loss: 0.0312217 | Time: 1401.94 ms [2022-04-24 13:41:45 main:574] : INFO : Epoch 1864 | loss: 0.031223 | val_loss: 0.031222 | Time: 1409.08 ms [2022-04-24 13:41:47 main:574] : INFO : Epoch 1865 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 1472.58 ms [2022-04-24 13:41:48 main:574] : INFO : Epoch 1866 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1407.1 ms [2022-04-24 13:41:50 main:574] : INFO : Epoch 1867 | loss: 0.0312216 | val_loss: 0.0312206 | Time: 1390.17 ms [2022-04-24 13:41:51 main:574] : INFO : Epoch 1868 | loss: 0.0312223 | val_loss: 0.0312209 | Time: 1404.72 ms [2022-04-24 13:41:53 main:574] : INFO : Epoch 1869 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 1423.69 ms [2022-04-24 13:41:54 main:574] : INFO : Epoch 1870 | loss: 0.0312232 | val_loss: 0.0312212 | Time: 1404.33 ms [2022-04-24 13:41:55 main:574] : INFO : Epoch 1871 | loss: 0.0312231 | val_loss: 0.0312227 | Time: 1412.18 ms [2022-04-24 13:41:57 main:574] : INFO : Epoch 1872 | loss: 0.0312226 | val_loss: 0.0312217 | Time: 1395.87 ms [2022-04-24 13:41:58 main:574] : INFO : Epoch 1873 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1428.33 ms [2022-04-24 13:42:00 main:574] : INFO : Epoch 1874 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 1403.37 ms [2022-04-24 13:42:01 main:574] : INFO : Epoch 1875 | loss: 0.0312221 | val_loss: 0.031222 | Time: 1384.49 ms [2022-04-24 13:42:03 main:574] : INFO : Epoch 1876 | loss: 0.0312226 | val_loss: 0.031222 | Time: 1408.81 ms [2022-04-24 13:42:04 main:574] : INFO : Epoch 1877 | loss: 0.0312219 | val_loss: 0.0312219 | Time: 1406.95 ms [2022-04-24 13:42:05 main:574] : INFO : Epoch 1878 | loss: 0.0312231 | val_loss: 0.031223 | Time: 1373.52 ms [2022-04-24 13:42:07 main:574] : INFO : Epoch 1879 | loss: 0.0312228 | val_loss: 0.0312228 | Time: 1411.64 ms [2022-04-24 13:42:08 main:574] : INFO : Epoch 1880 | loss: 0.0312232 | val_loss: 0.0312248 | Time: 1405.31 ms [2022-04-24 13:42:10 main:574] : INFO : Epoch 1881 | loss: 0.0312231 | val_loss: 0.0312236 | Time: 1398.39 ms [2022-04-24 13:42:11 main:574] : INFO : Epoch 1882 | loss: 0.0312227 | val_loss: 0.0312224 | Time: 1383.8 ms [2022-04-24 13:42:12 main:574] : INFO : Epoch 1883 | loss: 0.031223 | val_loss: 0.0312221 | Time: 1410 ms [2022-04-24 13:42:14 main:574] : INFO : Epoch 1884 | loss: 0.031222 | val_loss: 0.0312211 | Time: 1396.39 ms [2022-04-24 13:42:15 main:574] : INFO : Epoch 1885 | loss: 0.0312222 | val_loss: 0.0312223 | Time: 1434.63 ms [2022-04-24 13:42:17 main:574] : INFO : Epoch 1886 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 1423.92 ms [2022-04-24 13:42:18 main:574] : INFO : Epoch 1887 | loss: 0.0312232 | val_loss: 0.0312206 | Time: 1382.59 ms [2022-04-24 13:42:20 main:574] : INFO : Epoch 1888 | loss: 0.0312222 | val_loss: 0.0312222 | Time: 1384.89 ms [2022-04-24 13:42:21 main:574] : INFO : Epoch 1889 | loss: 0.0312221 | val_loss: 0.0312214 | Time: 1378.31 ms [2022-04-24 13:42:22 main:574] : INFO : Epoch 1890 | loss: 0.0312218 | val_loss: 0.0312208 | Time: 1426.96 ms [2022-04-24 13:42:24 main:574] : INFO : Epoch 1891 | loss: 0.0312219 | val_loss: 0.0312204 | Time: 1410.56 ms [2022-04-24 13:42:25 main:574] : INFO : Epoch 1892 | loss: 0.0312238 | val_loss: 0.0312215 | Time: 1406.39 ms [2022-04-24 13:42:27 main:574] : INFO : Epoch 1893 | loss: 0.031223 | val_loss: 0.031221 | Time: 1407.04 ms [2022-04-24 13:42:28 main:574] : INFO : Epoch 1894 | loss: 0.0312229 | val_loss: 0.0312221 | Time: 1404.24 ms [2022-04-24 13:42:29 main:574] : INFO : Epoch 1895 | loss: 0.0312224 | val_loss: 0.0312205 | Time: 1428.39 ms [2022-04-24 13:42:31 main:574] : INFO : Epoch 1896 | loss: 0.0312235 | val_loss: 0.0312223 | Time: 1394.1 ms [2022-04-24 13:42:32 main:574] : INFO : Epoch 1897 | loss: 0.0312226 | val_loss: 0.0312211 | Time: 1442.81 ms [2022-04-24 13:42:34 main:574] : INFO : Epoch 1898 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 1394.2 ms [2022-04-24 13:42:35 main:574] : INFO : Epoch 1899 | loss: 0.0312221 | val_loss: 0.0312205 | Time: 1426.77 ms [2022-04-24 13:42:37 main:574] : INFO : Epoch 1900 | loss: 0.0312218 | val_loss: 0.0312238 | Time: 1410.07 ms [2022-04-24 13:42:38 main:574] : INFO : Epoch 1901 | loss: 0.0312223 | val_loss: 0.0312227 | Time: 1418.08 ms [2022-04-24 13:42:39 main:574] : INFO : Epoch 1902 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 1444.52 ms [2022-04-24 13:42:41 main:574] : INFO : Epoch 1903 | loss: 0.0312231 | val_loss: 0.0312225 | Time: 1414.93 ms [2022-04-24 13:42:42 main:574] : INFO : Epoch 1904 | loss: 0.0312226 | val_loss: 0.0312228 | Time: 1400.02 ms [2022-04-24 13:42:44 main:574] : INFO : Epoch 1905 | loss: 0.0312231 | val_loss: 0.0312213 | Time: 1403.67 ms [2022-04-24 13:42:45 main:574] : INFO : Epoch 1906 | loss: 0.031222 | val_loss: 0.0312206 | Time: 1410.45 ms [2022-04-24 13:42:47 main:574] : INFO : Epoch 1907 | loss: 0.0312222 | val_loss: 0.031221 | Time: 1451.5 ms [2022-04-24 13:42:48 main:574] : INFO : Epoch 1908 | loss: 0.0312216 | val_loss: 0.0312207 | Time: 1439.77 ms [2022-04-24 13:42:49 main:574] : INFO : Epoch 1909 | loss: 0.0312221 | val_loss: 0.0312217 | Time: 1393.81 ms [2022-04-24 13:42:51 main:574] : INFO : Epoch 1910 | loss: 0.0312222 | val_loss: 0.0312218 | Time: 1424.56 ms [2022-04-24 13:42:52 main:574] : INFO : Epoch 1911 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1419.29 ms [2022-04-24 13:42:54 main:574] : INFO : Epoch 1912 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 1407.08 ms [2022-04-24 13:42:55 main:574] : INFO : Epoch 1913 | loss: 0.0312239 | val_loss: 0.0312225 | Time: 1408 ms [2022-04-24 13:42:57 main:574] : INFO : Epoch 1914 | loss: 0.0312224 | val_loss: 0.0312229 | Time: 1408.91 ms [2022-04-24 13:42:58 main:574] : INFO : Epoch 1915 | loss: 0.0312222 | val_loss: 0.0312229 | Time: 1386.55 ms [2022-04-24 13:42:59 main:574] : INFO : Epoch 1916 | loss: 0.0312226 | val_loss: 0.0312208 | Time: 1410.39 ms [2022-04-24 13:43:01 main:574] : INFO : Epoch 1917 | loss: 0.0312224 | val_loss: 0.031222 | Time: 1442.38 ms [2022-04-24 13:43:02 main:574] : INFO : Epoch 1918 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 1432.05 ms [2022-04-24 13:43:04 main:574] : INFO : Epoch 1919 | loss: 0.0312224 | val_loss: 0.0312206 | Time: 1413.65 ms [2022-04-24 13:43:05 main:574] : INFO : Epoch 1920 | loss: 0.0312221 | val_loss: 0.031221 | Time: 1408.46 ms [2022-04-24 13:43:07 main:574] : INFO : Epoch 1921 | loss: 0.031223 | val_loss: 0.0312241 | Time: 1409.39 ms [2022-04-24 13:43:08 main:574] : INFO : Epoch 1922 | loss: 0.0312236 | val_loss: 0.0312212 | Time: 1424.8 ms [2022-04-24 13:43:09 main:574] : INFO : Epoch 1923 | loss: 0.0312239 | val_loss: 0.031222 | Time: 1391.13 ms [2022-04-24 13:43:11 main:574] : INFO : Epoch 1924 | loss: 0.0312235 | val_loss: 0.0312238 | Time: 1418.86 ms [2022-04-24 13:43:12 main:574] : INFO : Epoch 1925 | loss: 0.0312224 | val_loss: 0.0312211 | Time: 1415.75 ms [2022-04-24 13:43:14 main:574] : INFO : Epoch 1926 | loss: 0.0312225 | val_loss: 0.0312215 | Time: 1398.97 ms [2022-04-24 13:43:15 main:574] : INFO : Epoch 1927 | loss: 0.0312233 | val_loss: 0.0312212 | Time: 1404.41 ms [2022-04-24 13:43:17 main:574] : INFO : Epoch 1928 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1383.03 ms [2022-04-24 13:43:18 main:574] : INFO : Epoch 1929 | loss: 0.0312232 | val_loss: 0.0312225 | Time: 1391.75 ms [2022-04-24 13:43:19 main:574] : INFO : Epoch 1930 | loss: 0.0312232 | val_loss: 0.0312223 | Time: 1408.31 ms [2022-04-24 13:43:21 main:574] : INFO : Epoch 1931 | loss: 0.0312234 | val_loss: 0.0312218 | Time: 1423.45 ms [2022-04-24 13:43:22 main:574] : INFO : Epoch 1932 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 1395.65 ms [2022-04-24 13:43:24 main:574] : INFO : Epoch 1933 | loss: 0.0312217 | val_loss: 0.0312213 | Time: 1407.43 ms [2022-04-24 13:43:25 main:574] : INFO : Epoch 1934 | loss: 0.0312222 | val_loss: 0.031221 | Time: 1428.27 ms [2022-04-24 13:43:26 main:574] : INFO : Epoch 1935 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 1420.77 ms [2022-04-24 13:43:28 main:574] : INFO : Epoch 1936 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 1386.7 ms [2022-04-24 13:43:29 main:574] : INFO : Epoch 1937 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1426.57 ms [2022-04-24 13:43:31 main:574] : INFO : Epoch 1938 | loss: 0.0312223 | val_loss: 0.0312217 | Time: 1403 ms [2022-04-24 13:43:32 main:574] : INFO : Epoch 1939 | loss: 0.0312238 | val_loss: 0.0312233 | Time: 1402.76 ms [2022-04-24 13:43:34 main:574] : INFO : Epoch 1940 | loss: 0.031223 | val_loss: 0.0312206 | Time: 1379.6 ms [2022-04-24 13:43:35 main:574] : INFO : Epoch 1941 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 1405.15 ms [2022-04-24 13:43:36 main:574] : INFO : Epoch 1942 | loss: 0.0312239 | val_loss: 0.0312217 | Time: 1411.08 ms [2022-04-24 13:43:38 main:574] : INFO : Epoch 1943 | loss: 0.0312222 | val_loss: 0.0312207 | Time: 1413.64 ms [2022-04-24 13:43:39 main:574] : INFO : Epoch 1944 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1393.04 ms [2022-04-24 13:43:41 main:574] : INFO : Epoch 1945 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 1397.98 ms [2022-04-24 13:43:42 main:574] : INFO : Epoch 1946 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 1414.53 ms [2022-04-24 13:43:43 main:574] : INFO : Epoch 1947 | loss: 0.0312219 | val_loss: 0.0312206 | Time: 1398.57 ms [2022-04-24 13:43:45 main:574] : INFO : Epoch 1948 | loss: 0.0312214 | val_loss: 0.0312206 | Time: 1423.26 ms [2022-04-24 13:43:46 main:574] : INFO : Epoch 1949 | loss: 0.0312219 | val_loss: 0.031221 | Time: 1432.44 ms [2022-04-24 13:43:48 main:574] : INFO : Epoch 1950 | loss: 0.0312221 | val_loss: 0.0312214 | Time: 1438.27 ms [2022-04-24 13:43:49 main:574] : INFO : Epoch 1951 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 1404.47 ms [2022-04-24 13:43:51 main:574] : INFO : Epoch 1952 | loss: 0.031222 | val_loss: 0.0312207 | Time: 1422 ms [2022-04-24 13:43:52 main:574] : INFO : Epoch 1953 | loss: 0.0312223 | val_loss: 0.0312207 | Time: 1441.84 ms [2022-04-24 13:43:53 main:574] : INFO : Epoch 1954 | loss: 0.031223 | val_loss: 0.031222 | Time: 1370.75 ms [2022-04-24 13:43:55 main:574] : INFO : Epoch 1955 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 1399.13 ms [2022-04-24 13:43:56 main:574] : INFO : Epoch 1956 | loss: 0.0312221 | val_loss: 0.0312204 | Time: 1408.1 ms [2022-04-24 13:43:58 main:574] : INFO : Epoch 1957 | loss: 0.0312226 | val_loss: 0.0312266 | Time: 1386.42 ms [2022-04-24 13:43:59 main:574] : INFO : Epoch 1958 | loss: 0.031224 | val_loss: 0.0312207 | Time: 1413.98 ms [2022-04-24 13:44:01 main:574] : INFO : Epoch 1959 | loss: 0.0312221 | val_loss: 0.031224 | Time: 1382.93 ms [2022-04-24 13:44:02 main:574] : INFO : Epoch 1960 | loss: 0.0312233 | val_loss: 0.0312208 | Time: 1382.64 ms [2022-04-24 13:44:03 main:574] : INFO : Epoch 1961 | loss: 0.0312225 | val_loss: 0.0312228 | Time: 1404.19 ms [2022-04-24 13:44:05 main:574] : INFO : Epoch 1962 | loss: 0.0312237 | val_loss: 0.0312213 | Time: 1437.68 ms [2022-04-24 13:44:06 main:574] : INFO : Epoch 1963 | loss: 0.0312221 | val_loss: 0.0312216 | Time: 1389.57 ms [2022-04-24 13:44:08 main:574] : INFO : Epoch 1964 | loss: 0.0312225 | val_loss: 0.0312207 | Time: 1419.3 ms [2022-04-24 13:44:09 main:574] : INFO : Epoch 1965 | loss: 0.0312223 | val_loss: 0.0312205 | Time: 1445.7 ms [2022-04-24 13:44:10 main:574] : INFO : Epoch 1966 | loss: 0.0312217 | val_loss: 0.031222 | Time: 1379.27 ms [2022-04-24 13:44:12 main:574] : INFO : Epoch 1967 | loss: 0.0312233 | val_loss: 0.0312208 | Time: 1380.03 ms [2022-04-24 13:44:13 main:574] : INFO : Epoch 1968 | loss: 0.0312223 | val_loss: 0.0312206 | Time: 1406.54 ms [2022-04-24 13:44:15 main:574] : INFO : Epoch 1969 | loss: 0.031222 | val_loss: 0.031222 | Time: 1403.56 ms [2022-04-24 13:44:16 main:574] : INFO : Epoch 1970 | loss: 0.0312228 | val_loss: 0.0312231 | Time: 1439.86 ms [2022-04-24 13:44:18 main:574] : INFO : Epoch 1971 | loss: 0.0312227 | val_loss: 0.0312255 | Time: 1414.52 ms [2022-04-24 13:44:19 main:574] : INFO : Epoch 1972 | loss: 0.031224 | val_loss: 0.0312212 | Time: 1405.8 ms [2022-04-24 13:44:20 main:574] : INFO : Epoch 1973 | loss: 0.0312222 | val_loss: 0.0312212 | Time: 1410.53 ms [2022-04-24 13:44:22 main:574] : INFO : Epoch 1974 | loss: 0.031222 | val_loss: 0.0312214 | Time: 1424.45 ms [2022-04-24 13:44:23 main:574] : INFO : Epoch 1975 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1409.03 ms [2022-04-24 13:44:25 main:574] : INFO : Epoch 1976 | loss: 0.0312226 | val_loss: 0.0312205 | Time: 1403.11 ms [2022-04-24 13:44:26 main:574] : INFO : Epoch 1977 | loss: 0.0312218 | val_loss: 0.0312214 | Time: 1413.66 ms [2022-04-24 13:44:28 main:574] : INFO : Epoch 1978 | loss: 0.0312222 | val_loss: 0.0312235 | Time: 1430.23 ms [2022-04-24 13:44:29 main:574] : INFO : Epoch 1979 | loss: 0.0312232 | val_loss: 0.0312217 | Time: 1398.23 ms [2022-04-24 13:44:30 main:574] : INFO : Epoch 1980 | loss: 0.0312226 | val_loss: 0.0312207 | Time: 1422.05 ms [2022-04-24 13:44:32 main:574] : INFO : Epoch 1981 | loss: 0.0312215 | val_loss: 0.0312213 | Time: 1414.36 ms [2022-04-24 13:44:33 main:574] : INFO : Epoch 1982 | loss: 0.0312226 | val_loss: 0.0312227 | Time: 1385.84 ms [2022-04-24 13:44:35 main:574] : INFO : Epoch 1983 | loss: 0.0312226 | val_loss: 0.0312241 | Time: 1418.72 ms [2022-04-24 13:44:36 main:574] : INFO : Epoch 1984 | loss: 0.0312245 | val_loss: 0.031222 | Time: 1424.68 ms [2022-04-24 13:44:38 main:574] : INFO : Epoch 1985 | loss: 0.0312227 | val_loss: 0.0312213 | Time: 1428.31 ms [2022-04-24 13:44:39 main:574] : INFO : Epoch 1986 | loss: 0.0312238 | val_loss: 0.0312237 | Time: 1401.09 ms [2022-04-24 13:44:40 main:574] : INFO : Epoch 1987 | loss: 0.0312224 | val_loss: 0.0312204 | Time: 1415.14 ms [2022-04-24 13:44:42 main:574] : INFO : Epoch 1988 | loss: 0.0312219 | val_loss: 0.0312204 | Time: 1410.47 ms [2022-04-24 13:44:43 main:574] : INFO : Epoch 1989 | loss: 0.0312217 | val_loss: 0.031221 | Time: 1387.49 ms [2022-04-24 13:44:45 main:574] : INFO : Epoch 1990 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 1454.63 ms [2022-04-24 13:44:46 main:574] : INFO : Epoch 1991 | loss: 0.0312225 | val_loss: 0.0312214 | Time: 1426.75 ms [2022-04-24 13:44:48 main:574] : INFO : Epoch 1992 | loss: 0.0312237 | val_loss: 0.0312207 | Time: 1462.64 ms [2022-04-24 13:44:49 main:574] : INFO : Epoch 1993 | loss: 0.0312226 | val_loss: 0.031221 | Time: 1407.03 ms [2022-04-24 13:44:50 main:574] : INFO : Epoch 1994 | loss: 0.0312219 | val_loss: 0.0312207 | Time: 1397.41 ms [2022-04-24 13:44:52 main:574] : INFO : Epoch 1995 | loss: 0.0312216 | val_loss: 0.0312212 | Time: 1454.47 ms [2022-04-24 13:44:53 main:574] : INFO : Epoch 1996 | loss: 0.0312221 | val_loss: 0.0312207 | Time: 1389.83 ms [2022-04-24 13:44:55 main:574] : INFO : Epoch 1997 | loss: 0.0312234 | val_loss: 0.0312215 | Time: 1387.9 ms [2022-04-24 13:44:56 main:574] : INFO : Epoch 1998 | loss: 0.0312233 | val_loss: 0.0312211 | Time: 1399.95 ms [2022-04-24 13:44:57 main:574] : INFO : Epoch 1999 | loss: 0.0312233 | val_loss: 0.0312214 | Time: 1377.11 ms [2022-04-24 13:44:59 main:574] : INFO : Epoch 2000 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 1377.48 ms [2022-04-24 13:45:00 main:574] : INFO : Epoch 2001 | loss: 0.031223 | val_loss: 0.031224 | Time: 1415.56 ms [2022-04-24 13:45:02 main:574] : INFO : Epoch 2002 | loss: 0.0312234 | val_loss: 0.031223 | Time: 1383.43 ms [2022-04-24 13:45:03 main:574] : INFO : Epoch 2003 | loss: 0.0312222 | val_loss: 0.0312209 | Time: 1432.18 ms [2022-04-24 13:45:04 main:574] : INFO : Epoch 2004 | loss: 0.0312225 | val_loss: 0.031222 | Time: 1410.81 ms [2022-04-24 13:45:06 main:574] : INFO : Epoch 2005 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 1409.87 ms [2022-04-24 13:45:07 main:574] : INFO : Epoch 2006 | loss: 0.0312215 | val_loss: 0.0312202 | Time: 1391.75 ms [2022-04-24 13:45:09 main:574] : INFO : Epoch 2007 | loss: 0.0312219 | val_loss: 0.0312214 | Time: 1421 ms [2022-04-24 13:45:10 main:574] : INFO : Epoch 2008 | loss: 0.0312225 | val_loss: 0.0312212 | Time: 1416.08 ms [2022-04-24 13:45:12 main:574] : INFO : Epoch 2009 | loss: 0.0312229 | val_loss: 0.0312207 | Time: 1438.65 ms [2022-04-24 13:45:13 main:574] : INFO : Epoch 2010 | loss: 0.0312242 | val_loss: 0.0312229 | Time: 1392.02 ms [2022-04-24 13:45:14 main:574] : INFO : Epoch 2011 | loss: 0.0312223 | val_loss: 0.0312203 | Time: 1418.47 ms [2022-04-24 13:45:16 main:574] : INFO : Epoch 2012 | loss: 0.0312212 | val_loss: 0.0312209 | Time: 1414.86 ms [2022-04-24 13:45:17 main:574] : INFO : Epoch 2013 | loss: 0.0312216 | val_loss: 0.0312203 | Time: 1400.29 ms [2022-04-24 13:45:19 main:574] : INFO : Epoch 2014 | loss: 0.0312221 | val_loss: 0.0312224 | Time: 1426.94 ms [2022-04-24 13:45:20 main:574] : INFO : Epoch 2015 | loss: 0.031223 | val_loss: 0.0312206 | Time: 1375.51 ms [2022-04-24 13:45:22 main:574] : INFO : Epoch 2016 | loss: 0.031223 | val_loss: 0.0312216 | Time: 1404.47 ms [2022-04-24 13:45:23 main:574] : INFO : Epoch 2017 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 1438.91 ms [2022-04-24 13:45:24 main:574] : INFO : Epoch 2018 | loss: 0.0312224 | val_loss: 0.0312222 | Time: 1390.05 ms [2022-04-24 13:45:26 main:574] : INFO : Epoch 2019 | loss: 0.0312227 | val_loss: 0.0312211 | Time: 1387.96 ms [2022-04-24 13:45:27 main:574] : INFO : Epoch 2020 | loss: 0.0312223 | val_loss: 0.031223 | Time: 1394.49 ms [2022-04-24 13:45:29 main:574] : INFO : Epoch 2021 | loss: 0.0312229 | val_loss: 0.031221 | Time: 1423.26 ms [2022-04-24 13:45:30 main:574] : INFO : Epoch 2022 | loss: 0.0312237 | val_loss: 0.0312223 | Time: 1389.53 ms [2022-04-24 13:45:31 main:574] : INFO : Epoch 2023 | loss: 0.0312233 | val_loss: 0.0312225 | Time: 1448.79 ms [2022-04-24 13:45:33 main:574] : INFO : Epoch 2024 | loss: 0.0312229 | val_loss: 0.0312206 | Time: 1412.12 ms [2022-04-24 13:45:34 main:574] : INFO : Epoch 2025 | loss: 0.0312216 | val_loss: 0.0312211 | Time: 1435.51 ms [2022-04-24 13:45:36 main:574] : INFO : Epoch 2026 | loss: 0.0312229 | val_loss: 0.031221 | Time: 1389.79 ms [2022-04-24 13:45:37 main:574] : INFO : Epoch 2027 | loss: 0.0312233 | val_loss: 0.0312227 | Time: 1437.74 ms [2022-04-24 13:45:39 main:574] : INFO : Epoch 2028 | loss: 0.031223 | val_loss: 0.0312209 | Time: 1398.18 ms [2022-04-24 13:45:40 main:574] : INFO : Epoch 2029 | loss: 0.0312232 | val_loss: 0.0312205 | Time: 1388.76 ms [2022-04-24 13:45:41 main:574] : INFO : Epoch 2030 | loss: 0.0312235 | val_loss: 0.031221 | Time: 1393.91 ms [2022-04-24 13:45:43 main:574] : INFO : Epoch 2031 | loss: 0.031224 | val_loss: 0.0312221 | Time: 1384.31 ms [2022-04-24 13:45:44 main:574] : INFO : Epoch 2032 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 1415.95 ms [2022-04-24 13:45:46 main:574] : INFO : Epoch 2033 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 1449.71 ms [2022-04-24 13:45:47 main:574] : INFO : Epoch 2034 | loss: 0.0312216 | val_loss: 0.0312208 | Time: 1454.85 ms [2022-04-24 13:45:49 main:574] : INFO : Epoch 2035 | loss: 0.0312216 | val_loss: 0.031221 | Time: 1447.27 ms [2022-04-24 13:45:50 main:574] : INFO : Epoch 2036 | loss: 0.031222 | val_loss: 0.0312206 | Time: 1372.04 ms [2022-04-24 13:45:51 main:574] : INFO : Epoch 2037 | loss: 0.0312219 | val_loss: 0.0312217 | Time: 1390.05 ms [2022-04-24 13:45:53 main:574] : INFO : Epoch 2038 | loss: 0.0312223 | val_loss: 0.0312232 | Time: 1375.47 ms [2022-04-24 13:45:54 main:574] : INFO : Epoch 2039 | loss: 0.0312223 | val_loss: 0.0312213 | Time: 1431.86 ms [2022-04-24 13:45:56 main:574] : INFO : Epoch 2040 | loss: 0.0312219 | val_loss: 0.0312213 | Time: 1458.74 ms [2022-04-24 13:45:57 main:574] : INFO : Epoch 2041 | loss: 0.0312223 | val_loss: 0.0312207 | Time: 1458.87 ms [2022-04-24 13:45:59 main:574] : INFO : Epoch 2042 | loss: 0.0312225 | val_loss: 0.0312223 | Time: 1418.69 ms [2022-04-24 13:46:00 main:574] : INFO : Epoch 2043 | loss: 0.0312219 | val_loss: 0.0312213 | Time: 1390.78 ms [2022-04-24 13:46:01 main:574] : INFO : Epoch 2044 | loss: 0.0312215 | val_loss: 0.0312203 | Time: 1402.63 ms [2022-04-24 13:46:03 main:574] : INFO : Epoch 2045 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 1421.93 ms [2022-04-24 13:46:04 main:574] : INFO : Epoch 2046 | loss: 0.0312212 | val_loss: 0.0312202 | Time: 1422.15 ms [2022-04-24 13:46:06 main:574] : INFO : Epoch 2047 | loss: 0.0312213 | val_loss: 0.0312212 | Time: 1421.96 ms [2022-04-24 13:46:07 main:574] : INFO : Epoch 2048 | loss: 0.0312219 | val_loss: 0.0312211 | Time: 1472.76 ms [2022-04-24 13:46:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312211 [2022-04-24 13:46:07 main:603] : INFO : Saving end state to config to file [2022-04-24 13:46:07 main:608] : INFO : Success, exiting.. 13:46:07 (79208): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)