Task 14623216
| Name | ParityModified-1647047341-16637-3-0_0 |
| Workunit | 11639588 |
| Created | 17 Apr 2022, 19:49:03 UTC |
| Sent | 17 Apr 2022, 19:49:23 UTC |
| Report deadline | 25 Apr 2022, 19:49:23 UTC |
| Received | 24 Apr 2022, 4:35:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 42 sec |
| CPU time | 48 min 4 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: 0.0312231 | val_loss: 0.0312288 | Time: 1412.2 ms
[2022-04-24 14:22:54 main:574] : INFO : Epoch 1543 | loss: 0.0312234 | val_loss: 0.031229 | Time: 1437.94 ms
[2022-04-24 14:22:55 main:574] : INFO : Epoch 1544 | loss: 0.0312245 | val_loss: 0.0312299 | Time: 1443.52 ms
[2022-04-24 14:22:56 main:574] : INFO : Epoch 1545 | loss: 0.0312231 | val_loss: 0.0312304 | Time: 1430.41 ms
[2022-04-24 14:22:58 main:574] : INFO : Epoch 1546 | loss: 0.0312245 | val_loss: 0.0312303 | Time: 1416.52 ms
[2022-04-24 14:22:59 main:574] : INFO : Epoch 1547 | loss: 0.0312244 | val_loss: 0.0312281 | Time: 1394.17 ms
[2022-04-24 14:23:01 main:574] : INFO : Epoch 1548 | loss: 0.0312231 | val_loss: 0.0312289 | Time: 1428.1 ms
[2022-04-24 14:23:02 main:574] : INFO : Epoch 1549 | loss: 0.0312249 | val_loss: 0.0312282 | Time: 1402.77 ms
[2022-04-24 14:23:04 main:574] : INFO : Epoch 1550 | loss: 0.0312241 | val_loss: 0.0312286 | Time: 1406.42 ms
[2022-04-24 14:23:05 main:574] : INFO : Epoch 1551 | loss: 0.0312248 | val_loss: 0.0312318 | Time: 1441.94 ms
[2022-04-24 14:23:07 main:574] : INFO : Epoch 1552 | loss: 0.0312236 | val_loss: 0.0312288 | Time: 1438.03 ms
[2022-04-24 14:23:08 main:574] : INFO : Epoch 1553 | loss: 0.0312234 | val_loss: 0.0312281 | Time: 1433.35 ms
[2022-04-24 14:23:09 main:574] : INFO : Epoch 1554 | loss: 0.031223 | val_loss: 0.0312278 | Time: 1416.17 ms
[2022-04-24 14:23:11 main:574] : INFO : Epoch 1555 | loss: 0.0312234 | val_loss: 0.0312315 | Time: 1401.06 ms
[2022-04-24 14:23:12 main:574] : INFO : Epoch 1556 | loss: 0.0312247 | val_loss: 0.0312291 | Time: 1385.84 ms
[2022-04-24 14:23:14 main:574] : INFO : Epoch 1557 | loss: 0.0312241 | val_loss: 0.0312286 | Time: 1407.43 ms
[2022-04-24 14:23:15 main:574] : INFO : Epoch 1558 | loss: 0.0312233 | val_loss: 0.0312286 | Time: 1416.6 ms
[2022-04-24 14:23:16 main:574] : INFO : Epoch 1559 | loss: 0.0312255 | val_loss: 0.0312283 | Time: 1410.75 ms
[2022-04-24 14:23:18 main:574] : INFO : Epoch 1560 | loss: 0.0312233 | val_loss: 0.0312279 | Time: 1419.89 ms
[2022-04-24 14:23:19 main:574] : INFO : Epoch 1561 | loss: 0.0312227 | val_loss: 0.0312287 | Time: 1406.56 ms
[2022-04-24 14:23:21 main:574] : INFO : Epoch 1562 | loss: 0.0312233 | val_loss: 0.0312278 | Time: 1423.32 ms
[2022-04-24 14:23:22 main:574] : INFO : Epoch 1563 | loss: 0.0312229 | val_loss: 0.0312282 | Time: 1393.19 ms
[2022-04-24 14:23:24 main:574] : INFO : Epoch 1564 | loss: 0.0312229 | val_loss: 0.0312291 | Time: 1435.68 ms
[2022-04-24 14:23:25 main:574] : INFO : Epoch 1565 | loss: 0.031223 | val_loss: 0.0312295 | Time: 1390.95 ms
[2022-04-24 14:23:26 main:574] : INFO : Epoch 1566 | loss: 0.0312228 | val_loss: 0.0312282 | Time: 1406.41 ms
[2022-04-24 14:23:28 main:574] : INFO : Epoch 1567 | loss: 0.0312228 | val_loss: 0.0312278 | Time: 1417.64 ms
[2022-04-24 14:23:29 main:574] : INFO : Epoch 1568 | loss: 0.031223 | val_loss: 0.0312287 | Time: 1406.96 ms
[2022-04-24 14:23:31 main:574] : INFO : Epoch 1569 | loss: 0.0312266 | val_loss: 0.0312301 | Time: 1402.11 ms
[2022-04-24 14:23:32 main:574] : INFO : Epoch 1570 | loss: 0.0312248 | val_loss: 0.0312317 | Time: 1411.95 ms
[2022-04-24 14:23:34 main:574] : INFO : Epoch 1571 | loss: 0.0312236 | val_loss: 0.0312282 | Time: 1388.3 ms
[2022-04-24 14:23:35 main:574] : INFO : Epoch 1572 | loss: 0.0312233 | val_loss: 0.0312289 | Time: 1395.31 ms
[2022-04-24 14:23:36 main:574] : INFO : Epoch 1573 | loss: 0.0312232 | val_loss: 0.0312283 | Time: 1416.87 ms
[2022-04-24 14:23:38 main:574] : INFO : Epoch 1574 | loss: 0.0312223 | val_loss: 0.0312277 | Time: 1437.19 ms
[2022-04-24 14:23:39 main:574] : INFO : Epoch 1575 | loss: 0.0312222 | val_loss: 0.0312309 | Time: 1391.61 ms
[2022-04-24 14:23:41 main:574] : INFO : Epoch 1576 | loss: 0.0312237 | val_loss: 0.0312274 | Time: 1417.73 ms
[2022-04-24 14:23:42 main:574] : INFO : Epoch 1577 | loss: 0.0312223 | val_loss: 0.0312273 | Time: 1412.88 ms
[2022-04-24 14:23:43 main:574] : INFO : Epoch 1578 | loss: 0.0312221 | val_loss: 0.0312282 | Time: 1390.44 ms
[2022-04-24 14:23:45 main:574] : INFO : Epoch 1579 | loss: 0.0312221 | val_loss: 0.0312271 | Time: 1407.67 ms
[2022-04-24 14:23:46 main:574] : INFO : Epoch 1580 | loss: 0.0312221 | val_loss: 0.031228 | Time: 1418.77 ms
[2022-04-24 14:23:48 main:574] : INFO : Epoch 1581 | loss: 0.0312228 | val_loss: 0.0312293 | Time: 1469.02 ms
[2022-04-24 14:23:49 main:574] : INFO : Epoch 1582 | loss: 0.0312232 | val_loss: 0.0312279 | Time: 1454.77 ms
[2022-04-24 14:23:51 main:574] : INFO : Epoch 1583 | loss: 0.0312228 | val_loss: 0.0312272 | Time: 1402.65 ms
[2022-04-24 14:23:52 main:574] : INFO : Epoch 1584 | loss: 0.0312245 | val_loss: 0.0312288 | Time: 1376.27 ms
[2022-04-24 14:23:54 main:574] : INFO : Epoch 1585 | loss: 0.0312254 | val_loss: 0.0312298 | Time: 1430.86 ms
[2022-04-24 14:23:55 main:574] : INFO : Epoch 1586 | loss: 0.0312237 | val_loss: 0.031234 | Time: 1409.84 ms
[2022-04-24 14:23:56 main:574] : INFO : Epoch 1587 | loss: 0.0312234 | val_loss: 0.0312273 | Time: 1422.47 ms
[2022-04-24 14:23:58 main:574] : INFO : Epoch 1588 | loss: 0.0312232 | val_loss: 0.0312277 | Time: 1425.3 ms
[2022-04-24 14:23:59 main:574] : INFO : Epoch 1589 | loss: 0.0312217 | val_loss: 0.0312278 | Time: 1410.37 ms
[2022-04-24 14:24:01 main:574] : INFO : Epoch 1590 | loss: 0.0312228 | val_loss: 0.0312282 | Time: 1375.95 ms
[2022-04-24 14:24:02 main:574] : INFO : Epoch 1591 | loss: 0.0312236 | val_loss: 0.0312271 | Time: 1406.67 ms
[2022-04-24 14:24:03 main:574] : INFO : Epoch 1592 | loss: 0.0312232 | val_loss: 0.0312293 | Time: 1383.74 ms
[2022-04-24 14:24:05 main:574] : INFO : Epoch 1593 | loss: 0.031223 | val_loss: 0.0312299 | Time: 1408.42 ms
[2022-04-24 14:24:06 main:574] : INFO : Epoch 1594 | loss: 0.0312245 | val_loss: 0.0312278 | Time: 1385.58 ms
[2022-04-24 14:24:08 main:574] : INFO : Epoch 1595 | loss: 0.0312238 | val_loss: 0.0312274 | Time: 1371.77 ms
[2022-04-24 14:24:09 main:574] : INFO : Epoch 1596 | loss: 0.031224 | val_loss: 0.0312336 | Time: 1420.68 ms
[2022-04-24 14:24:11 main:574] : INFO : Epoch 1597 | loss: 0.0312244 | val_loss: 0.0312285 | Time: 1417.9 ms
[2022-04-24 14:24:12 main:574] : INFO : Epoch 1598 | loss: 0.031222 | val_loss: 0.0312287 | Time: 1404.91 ms
[2022-04-24 14:24:13 main:574] : INFO : Epoch 1599 | loss: 0.0312225 | val_loss: 0.0312282 | Time: 1392.46 ms
[2022-04-24 14:24:15 main:574] : INFO : Epoch 1600 | loss: 0.0312226 | val_loss: 0.0312266 | Time: 1423.83 ms
[2022-04-24 14:24:16 main:574] : INFO : Epoch 1601 | loss: 0.031223 | val_loss: 0.031228 | Time: 1414.83 ms
[2022-04-24 14:24:18 main:574] : INFO : Epoch 1602 | loss: 0.0312223 | val_loss: 0.0312284 | Time: 1417.82 ms
[2022-04-24 14:24:19 main:574] : INFO : Epoch 1603 | loss: 0.0312226 | val_loss: 0.031227 | Time: 1408.49 ms
[2022-04-24 14:24:20 main:574] : INFO : Epoch 1604 | loss: 0.0312216 | val_loss: 0.0312269 | Time: 1389.16 ms
[2022-04-24 14:24:22 main:574] : INFO : Epoch 1605 | loss: 0.0312223 | val_loss: 0.0312282 | Time: 1394.38 ms
[2022-04-24 14:24:23 main:574] : INFO : Epoch 1606 | loss: 0.031222 | val_loss: 0.0312271 | Time: 1375.86 ms
[2022-04-24 14:24:25 main:574] : INFO : Epoch 1607 | loss: 0.0312225 | val_loss: 0.0312289 | Time: 1389.79 ms
[2022-04-24 14:24:26 main:574] : INFO : Epoch 1608 | loss: 0.031223 | val_loss: 0.0312278 | Time: 1435.86 ms
[2022-04-24 14:24:28 main:574] : INFO : Epoch 1609 | loss: 0.0312235 | val_loss: 0.0312275 | Time: 1410.81 ms
[2022-04-24 14:24:29 main:574] : INFO : Epoch 1610 | loss: 0.0312233 | val_loss: 0.0312291 | Time: 1424.08 ms
[2022-04-24 14:24:30 main:574] : INFO : Epoch 1611 | loss: 0.0312234 | val_loss: 0.0312293 | Time: 1417.34 ms
[2022-04-24 14:24:32 main:574] : INFO : Epoch 1612 | loss: 0.0312222 | val_loss: 0.031227 | Time: 1431.21 ms
[2022-04-24 14:24:33 main:574] : INFO : Epoch 1613 | loss: 0.0312226 | val_loss: 0.0312288 | Time: 1429.11 ms
[2022-04-24 14:24:35 main:574] : INFO : Epoch 1614 | loss: 0.0312229 | val_loss: 0.0312285 | Time: 1407.46 ms
[2022-04-24 14:24:36 main:574] : INFO : Epoch 1615 | loss: 0.0312229 | val_loss: 0.0312267 | Time: 1379.86 ms
[2022-04-24 14:24:37 main:574] : INFO : Epoch 1616 | loss: 0.0312221 | val_loss: 0.0312275 | Time: 1406.02 ms
[2022-04-24 14:24:39 main:574] : INFO : Epoch 1617 | loss: 0.0312215 | val_loss: 0.0312288 | Time: 1377.72 ms
[2022-04-24 14:24:40 main:574] : INFO : Epoch 1618 | loss: 0.0312215 | val_loss: 0.0312265 | Time: 1378.1 ms
[2022-04-24 14:24:42 main:574] : INFO : Epoch 1619 | loss: 0.0312213 | val_loss: 0.0312261 | Time: 1415.06 ms
[2022-04-24 14:24:43 main:574] : INFO : Epoch 1620 | loss: 0.0312208 | val_loss: 0.0312269 | Time: 1428.57 ms
[2022-04-24 14:24:44 main:574] : INFO : Epoch 1621 | loss: 0.0312228 | val_loss: 0.0312274 | Time: 1368.11 ms
[2022-04-24 14:24:46 main:574] : INFO : Epoch 1622 | loss: 0.0312252 | val_loss: 0.0312303 | Time: 1385.92 ms
[2022-04-24 14:24:47 main:574] : INFO : Epoch 1623 | loss: 0.031223 | val_loss: 0.0312267 | Time: 1485.54 ms
[2022-04-24 14:24:49 main:574] : INFO : Epoch 1624 | loss: 0.0312216 | val_loss: 0.0312264 | Time: 1450.47 ms
[2022-04-24 14:24:50 main:574] : INFO : Epoch 1625 | loss: 0.0312211 | val_loss: 0.0312276 | Time: 1424.92 ms
[2022-04-24 14:24:52 main:574] : INFO : Epoch 1626 | loss: 0.0312217 | val_loss: 0.0312263 | Time: 1416.4 ms
[2022-04-24 14:24:53 main:574] : INFO : Epoch 1627 | loss: 0.0312233 | val_loss: 0.0312304 | Time: 1383.82 ms
[2022-04-24 14:24:55 main:574] : INFO : Epoch 1628 | loss: 0.0312226 | val_loss: 0.0312294 | Time: 1401.08 ms
[2022-04-24 14:24:56 main:574] : INFO : Epoch 1629 | loss: 0.0312212 | val_loss: 0.0312319 | Time: 1368.28 ms
[2022-04-24 14:24:57 main:574] : INFO : Epoch 1630 | loss: 0.0312254 | val_loss: 0.0312284 | Time: 1418.87 ms
[2022-04-24 14:24:59 main:574] : INFO : Epoch 1631 | loss: 0.0312223 | val_loss: 0.0312281 | Time: 1402.11 ms
[2022-04-24 14:25:00 main:574] : INFO : Epoch 1632 | loss: 0.0312246 | val_loss: 0.0312391 | Time: 1429.22 ms
[2022-04-24 14:25:02 main:574] : INFO : Epoch 1633 | loss: 0.0312269 | val_loss: 0.0312311 | Time: 1429.44 ms
[2022-04-24 14:25:03 main:574] : INFO : Epoch 1634 | loss: 0.0312262 | val_loss: 0.0312274 | Time: 1407.22 ms
[2022-04-24 14:25:04 main:574] : INFO : Epoch 1635 | loss: 0.0312227 | val_loss: 0.0312261 | Time: 1401.75 ms
[2022-04-24 14:25:06 main:574] : INFO : Epoch 1636 | loss: 0.0312216 | val_loss: 0.0312297 | Time: 1422.44 ms
[2022-04-24 14:25:07 main:574] : INFO : Epoch 1637 | loss: 0.0312226 | val_loss: 0.0312264 | Time: 1411.93 ms
[2022-04-24 14:25:09 main:574] : INFO : Epoch 1638 | loss: 0.031224 | val_loss: 0.0312266 | Time: 1386.69 ms
[2022-04-24 14:25:10 main:574] : INFO : Epoch 1639 | loss: 0.0312217 | val_loss: 0.0312281 | Time: 1437.24 ms
[2022-04-24 14:25:12 main:574] : INFO : Epoch 1640 | loss: 0.0312241 | val_loss: 0.0312295 | Time: 1416.62 ms
[2022-04-24 14:25:13 main:574] : INFO : Epoch 1641 | loss: 0.0312231 | val_loss: 0.0312265 | Time: 1405.64 ms
[2022-04-24 14:25:14 main:574] : INFO : Epoch 1642 | loss: 0.0312217 | val_loss: 0.0312291 | Time: 1388.75 ms
[2022-04-24 14:25:16 main:574] : INFO : Epoch 1643 | loss: 0.0312251 | val_loss: 0.0312299 | Time: 1390.15 ms
[2022-04-24 14:25:17 main:574] : INFO : Epoch 1644 | loss: 0.0312228 | val_loss: 0.0312263 | Time: 1373.36 ms
[2022-04-24 14:25:19 main:574] : INFO : Epoch 1645 | loss: 0.0312214 | val_loss: 0.0312273 | Time: 1349.65 ms
[2022-04-24 14:25:20 main:574] : INFO : Epoch 1646 | loss: 0.0312218 | val_loss: 0.0312269 | Time: 1450.94 ms
[2022-04-24 14:25:21 main:574] : INFO : Epoch 1647 | loss: 0.0312217 | val_loss: 0.0312292 | Time: 1454.93 ms
[2022-04-24 14:25:23 main:574] : INFO : Epoch 1648 | loss: 0.0312219 | val_loss: 0.0312264 | Time: 1459.57 ms
[2022-04-24 14:25:24 main:574] : INFO : Epoch 1649 | loss: 0.031224 | val_loss: 0.0312271 | Time: 1464.64 ms
[2022-04-24 14:25:26 main:574] : INFO : Epoch 1650 | loss: 0.0312235 | val_loss: 0.0312262 | Time: 1429.08 ms
[2022-04-24 14:25:27 main:574] : INFO : Epoch 1651 | loss: 0.031222 | val_loss: 0.0312288 | Time: 1423.51 ms
[2022-04-24 14:25:29 main:574] : INFO : Epoch 1652 | loss: 0.0312214 | val_loss: 0.0312255 | Time: 1399.77 ms
[2022-04-24 14:25:30 main:574] : INFO : Epoch 1653 | loss: 0.0312203 | val_loss: 0.0312262 | Time: 1440.19 ms
[2022-04-24 14:25:32 main:574] : INFO : Epoch 1654 | loss: 0.0312208 | val_loss: 0.0312292 | Time: 1432.4 ms
[2022-04-24 14:25:33 main:574] : INFO : Epoch 1655 | loss: 0.031224 | val_loss: 0.0312268 | Time: 1420.99 ms
[2022-04-24 14:25:34 main:574] : INFO : Epoch 1656 | loss: 0.0312227 | val_loss: 0.0312273 | Time: 1398.34 ms
[2022-04-24 14:25:36 main:574] : INFO : Epoch 1657 | loss: 0.0312216 | val_loss: 0.0312293 | Time: 1416.67 ms
[2022-04-24 14:25:37 main:574] : INFO : Epoch 1658 | loss: 0.0312247 | val_loss: 0.0312258 | Time: 1400.6 ms
[2022-04-24 14:25:39 main:574] : INFO : Epoch 1659 | loss: 0.0312219 | val_loss: 0.0312279 | Time: 1375.46 ms
[2022-04-24 14:25:40 main:574] : INFO : Epoch 1660 | loss: 0.0312209 | val_loss: 0.0312257 | Time: 1433.46 ms
[2022-04-24 14:25:42 main:574] : INFO : Epoch 1661 | loss: 0.0312209 | val_loss: 0.0312264 | Time: 1391.97 ms
[2022-04-24 14:25:43 main:574] : INFO : Epoch 1662 | loss: 0.0312208 | val_loss: 0.031228 | Time: 1393.41 ms
[2022-04-24 14:25:44 main:574] : INFO : Epoch 1663 | loss: 0.0312219 | val_loss: 0.0312277 | Time: 1378.73 ms
[2022-04-24 14:25:46 main:574] : INFO : Epoch 1664 | loss: 0.0312213 | val_loss: 0.0312263 | Time: 1444.55 ms
[2022-04-24 14:25:47 main:574] : INFO : Epoch 1665 | loss: 0.0312211 | val_loss: 0.0312257 | Time: 1443.31 ms
[2022-04-24 14:25:49 main:574] : INFO : Epoch 1666 | loss: 0.0312213 | val_loss: 0.0312259 | Time: 1419.02 ms
[2022-04-24 14:25:50 main:574] : INFO : Epoch 1667 | loss: 0.0312217 | val_loss: 0.0312269 | Time: 1427.51 ms
[2022-04-24 14:25:51 main:574] : INFO : Epoch 1668 | loss: 0.0312216 | val_loss: 0.0312255 | Time: 1395.4 ms
[2022-04-24 14:25:53 main:574] : INFO : Epoch 1669 | loss: 0.0312211 | val_loss: 0.0312289 | Time: 1493.95 ms
[2022-04-24 14:25:54 main:574] : INFO : Epoch 1670 | loss: 0.0312216 | val_loss: 0.0312321 | Time: 1467.07 ms
[2022-04-24 14:25:56 main:574] : INFO : Epoch 1671 | loss: 0.0312244 | val_loss: 0.0312274 | Time: 1451.73 ms
[2022-04-24 14:25:57 main:574] : INFO : Epoch 1672 | loss: 0.0312213 | val_loss: 0.0312272 | Time: 1412.7 ms
[2022-04-24 14:25:59 main:574] : INFO : Epoch 1673 | loss: 0.0312225 | val_loss: 0.0312342 | Time: 1375.37 ms
[2022-04-24 14:26:00 main:574] : INFO : Epoch 1674 | loss: 0.0312221 | val_loss: 0.0312257 | Time: 1406.29 ms
[2022-04-24 14:26:02 main:574] : INFO : Epoch 1675 | loss: 0.0312206 | val_loss: 0.0312253 | Time: 1398.34 ms
[2022-04-24 14:26:03 main:574] : INFO : Epoch 1676 | loss: 0.0312205 | val_loss: 0.0312261 | Time: 1422.69 ms
[2022-04-24 14:26:04 main:574] : INFO : Epoch 1677 | loss: 0.0312207 | val_loss: 0.0312261 | Time: 1395.92 ms
[2022-04-24 14:26:06 main:574] : INFO : Epoch 1678 | loss: 0.0312221 | val_loss: 0.0312272 | Time: 1421.79 ms
[2022-04-24 14:26:07 main:574] : INFO : Epoch 1679 | loss: 0.0312214 | val_loss: 0.0312294 | Time: 1471.92 ms
[2022-04-24 14:26:09 main:574] : INFO : Epoch 1680 | loss: 0.0312205 | val_loss: 0.0312261 | Time: 1394.98 ms
[2022-04-24 14:26:10 main:574] : INFO : Epoch 1681 | loss: 0.0312205 | val_loss: 0.0312282 | Time: 1403.51 ms
[2022-04-24 14:26:12 main:574] : INFO : Epoch 1682 | loss: 0.0312216 | val_loss: 0.0312267 | Time: 1437.35 ms
[2022-04-24 14:26:13 main:574] : INFO : Epoch 1683 | loss: 0.0312225 | val_loss: 0.0312255 | Time: 1415.45 ms
[2022-04-24 14:26:14 main:574] : INFO : Epoch 1684 | loss: 0.0312224 | val_loss: 0.0312276 | Time: 1411.59 ms
[2022-04-24 14:26:16 main:574] : INFO : Epoch 1685 | loss: 0.0312221 | val_loss: 0.0312282 | Time: 1392.33 ms
[2022-04-24 14:26:17 main:574] : INFO : Epoch 1686 | loss: 0.0312212 | val_loss: 0.0312265 | Time: 1401.59 ms
[2022-04-24 14:26:19 main:574] : INFO : Epoch 1687 | loss: 0.0312206 | val_loss: 0.0312254 | Time: 1424.73 ms
[2022-04-24 14:26:20 main:574] : INFO : Epoch 1688 | loss: 0.031221 | val_loss: 0.031228 | Time: 1415.01 ms
[2022-04-24 14:26:22 main:574] : INFO : Epoch 1689 | loss: 0.0312207 | val_loss: 0.0312283 | Time: 1420.58 ms
[2022-04-24 14:26:23 main:574] : INFO : Epoch 1690 | loss: 0.0312223 | val_loss: 0.0312318 | Time: 1378.3 ms
[2022-04-24 14:26:24 main:574] : INFO : Epoch 1691 | loss: 0.0312232 | val_loss: 0.0312251 | Time: 1440.29 ms
[2022-04-24 14:26:26 main:574] : INFO : Epoch 1692 | loss: 0.031223 | val_loss: 0.0312277 | Time: 1428.8 ms
[2022-04-24 14:26:27 main:574] : INFO : Epoch 1693 | loss: 0.0312207 | val_loss: 0.0312258 | Time: 1434.38 ms
[2022-04-24 14:26:29 main:574] : INFO : Epoch 1694 | loss: 0.0312206 | val_loss: 0.0312299 | Time: 1432.28 ms
[2022-04-24 14:26:30 main:574] : INFO : Epoch 1695 | loss: 0.0312209 | val_loss: 0.0312272 | Time: 1409.05 ms
[2022-04-24 14:26:32 main:574] : INFO : Epoch 1696 | loss: 0.0312201 | val_loss: 0.0312262 | Time: 1426.01 ms
[2022-04-24 14:26:33 main:574] : INFO : Epoch 1697 | loss: 0.031221 | val_loss: 0.0312284 | Time: 1398.66 ms
[2022-04-24 14:26:34 main:574] : INFO : Epoch 1698 | loss: 0.031224 | val_loss: 0.0312407 | Time: 1410.5 ms
[2022-04-24 14:26:36 main:574] : INFO : Epoch 1699 | loss: 0.0312257 | val_loss: 0.031239 | Time: 1419.38 ms
[2022-04-24 14:26:37 main:574] : INFO : Epoch 1700 | loss: 0.0312229 | val_loss: 0.0312274 | Time: 1422.49 ms
[2022-04-24 14:26:39 main:574] : INFO : Epoch 1701 | loss: 0.0312206 | val_loss: 0.0312269 | Time: 1428.84 ms
[2022-04-24 14:26:40 main:574] : INFO : Epoch 1702 | loss: 0.0312207 | val_loss: 0.031226 | Time: 1375.69 ms
[2022-04-24 14:26:42 main:574] : INFO : Epoch 1703 | loss: 0.0312214 | val_loss: 0.0312302 | Time: 1384.62 ms
[2022-04-24 14:26:43 main:574] : INFO : Epoch 1704 | loss: 0.0312211 | val_loss: 0.0312272 | Time: 1374.14 ms
[2022-04-24 14:26:44 main:574] : INFO : Epoch 1705 | loss: 0.0312197 | val_loss: 0.0312244 | Time: 1391.63 ms
[2022-04-24 14:26:46 main:574] : INFO : Epoch 1706 | loss: 0.0312201 | val_loss: 0.0312246 | Time: 1354.69 ms
[2022-04-24 14:26:47 main:574] : INFO : Epoch 1707 | loss: 0.0312203 | val_loss: 0.0312278 | Time: 1462.52 ms
[2022-04-24 14:26:49 main:574] : INFO : Epoch 1708 | loss: 0.0312208 | val_loss: 0.0312275 | Time: 1435.64 ms
[2022-04-24 14:26:50 main:574] : INFO : Epoch 1709 | loss: 0.0312199 | val_loss: 0.0312257 | Time: 1437.44 ms
[2022-04-24 14:26:51 main:574] : INFO : Epoch 1710 | loss: 0.0312202 | val_loss: 0.031227 | Time: 1417.69 ms
[2022-04-24 14:26:53 main:574] : INFO : Epoch 1711 | loss: 0.0312219 | val_loss: 0.0312253 | Time: 1429.14 ms
[2022-04-24 14:26:54 main:574] : INFO : Epoch 1712 | loss: 0.0312225 | val_loss: 0.0312278 | Time: 1395.97 ms
[2022-04-24 14:26:56 main:574] : INFO : Epoch 1713 | loss: 0.0312211 | val_loss: 0.0312268 | Time: 1403.85 ms
[2022-04-24 14:26:57 main:574] : INFO : Epoch 1714 | loss: 0.0312206 | val_loss: 0.0312241 | Time: 1399.97 ms
[2022-04-24 14:26:59 main:574] : INFO : Epoch 1715 | loss: 0.0312216 | val_loss: 0.0312252 | Time: 1389.61 ms
[2022-04-24 14:27:00 main:574] : INFO : Epoch 1716 | loss: 0.0312215 | val_loss: 0.0312271 | Time: 1406.88 ms
[2022-04-24 14:27:01 main:574] : INFO : Epoch 1717 | loss: 0.0312214 | val_loss: 0.0312243 | Time: 1411.99 ms
[2022-04-24 14:27:03 main:574] : INFO : Epoch 1718 | loss: 0.0312189 | val_loss: 0.0312257 | Time: 1395.54 ms
[2022-04-24 14:27:04 main:574] : INFO : Epoch 1719 | loss: 0.0312204 | val_loss: 0.0312259 | Time: 1417.66 ms
[2022-04-24 14:27:06 main:574] : INFO : Epoch 1720 | loss: 0.0312196 | val_loss: 0.0312269 | Time: 1426.82 ms
[2022-04-24 14:27:07 main:574] : INFO : Epoch 1721 | loss: 0.0312224 | val_loss: 0.0312255 | Time: 1425.31 ms
[2022-04-24 14:27:09 main:574] : INFO : Epoch 1722 | loss: 0.0312223 | val_loss: 0.0312307 | Time: 1420.75 ms
[2022-04-24 14:27:10 main:574] : INFO : Epoch 1723 | loss: 0.0312223 | val_loss: 0.0312265 | Time: 1417.97 ms
[2022-04-24 14:27:11 main:574] : INFO : Epoch 1724 | loss: 0.0312215 | val_loss: 0.0312295 | Time: 1410.37 ms
[2022-04-24 14:27:13 main:574] : INFO : Epoch 1725 | loss: 0.0312227 | val_loss: 0.0312265 | Time: 1398.13 ms
[2022-04-24 14:27:14 main:574] : INFO : Epoch 1726 | loss: 0.0312228 | val_loss: 0.0312264 | Time: 1426.42 ms
[2022-04-24 14:27:16 main:574] : INFO : Epoch 1727 | loss: 0.03122 | val_loss: 0.0312243 | Time: 1390.53 ms
[2022-04-24 14:27:17 main:574] : INFO : Epoch 1728 | loss: 0.0312192 | val_loss: 0.0312303 | Time: 1417.27 ms
[2022-04-24 14:27:18 main:574] : INFO : Epoch 1729 | loss: 0.0312225 | val_loss: 0.0312348 | Time: 1422.43 ms
[2022-04-24 14:27:20 main:574] : INFO : Epoch 1730 | loss: 0.0312223 | val_loss: 0.0312239 | Time: 1388.44 ms
[2022-04-24 14:27:21 main:574] : INFO : Epoch 1731 | loss: 0.0312217 | val_loss: 0.0312258 | Time: 1434.48 ms
[2022-04-24 14:27:23 main:574] : INFO : Epoch 1732 | loss: 0.0312191 | val_loss: 0.0312268 | Time: 1396.12 ms
[2022-04-24 14:27:24 main:574] : INFO : Epoch 1733 | loss: 0.0312187 | val_loss: 0.0312255 | Time: 1405.56 ms
[2022-04-24 14:27:26 main:574] : INFO : Epoch 1734 | loss: 0.0312201 | val_loss: 0.0312266 | Time: 1399.68 ms
[2022-04-24 14:27:27 main:574] : INFO : Epoch 1735 | loss: 0.0312209 | val_loss: 0.0312254 | Time: 1424.22 ms
[2022-04-24 14:27:28 main:574] : INFO : Epoch 1736 | loss: 0.0312209 | val_loss: 0.0312249 | Time: 1435.92 ms
[2022-04-24 14:27:30 main:574] : INFO : Epoch 1737 | loss: 0.0312196 | val_loss: 0.0312244 | Time: 1411.31 ms
[2022-04-24 14:27:31 main:574] : INFO : Epoch 1738 | loss: 0.0312205 | val_loss: 0.0312251 | Time: 1415.29 ms
[2022-04-24 14:27:33 main:574] : INFO : Epoch 1739 | loss: 0.0312194 | val_loss: 0.0312245 | Time: 1404.19 ms
[2022-04-24 14:27:34 main:574] : INFO : Epoch 1740 | loss: 0.0312214 | val_loss: 0.0312279 | Time: 1394.01 ms
[2022-04-24 14:27:36 main:574] : INFO : Epoch 1741 | loss: 0.0312211 | val_loss: 0.0312285 | Time: 1448.57 ms
[2022-04-24 14:27:37 main:574] : INFO : Epoch 1742 | loss: 0.0312208 | val_loss: 0.0312282 | Time: 1428.42 ms
[2022-04-24 14:27:38 main:574] : INFO : Epoch 1743 | loss: 0.0312199 | val_loss: 0.0312291 | Time: 1390.44 ms
[2022-04-24 14:27:40 main:574] : INFO : Epoch 1744 | loss: 0.0312196 | val_loss: 0.0312256 | Time: 1412.03 ms
[2022-04-24 14:27:41 main:574] : INFO : Epoch 1745 | loss: 0.0312183 | val_loss: 0.0312236 | Time: 1410.23 ms
[2022-04-24 14:27:43 main:574] : INFO : Epoch 1746 | loss: 0.0312189 | val_loss: 0.0312235 | Time: 1383.05 ms
[2022-04-24 14:27:44 main:574] : INFO : Epoch 1747 | loss: 0.0312187 | val_loss: 0.0312233 | Time: 1408.72 ms
[2022-04-24 14:27:46 main:574] : INFO : Epoch 1748 | loss: 0.0312182 | val_loss: 0.0312235 | Time: 1439.03 ms
[2022-04-24 14:27:47 main:574] : INFO : Epoch 1749 | loss: 0.0312184 | val_loss: 0.0312241 | Time: 1419.47 ms
[2022-04-24 14:27:48 main:574] : INFO : Epoch 1750 | loss: 0.0312192 | val_loss: 0.0312244 | Time: 1447.39 ms
[2022-04-24 14:27:50 main:574] : INFO : Epoch 1751 | loss: 0.0312184 | val_loss: 0.0312245 | Time: 1417.74 ms
[2022-04-24 14:27:51 main:574] : INFO : Epoch 1752 | loss: 0.0312237 | val_loss: 0.0312383 | Time: 1394.06 ms
[2022-04-24 14:27:53 main:574] : INFO : Epoch 1753 | loss: 0.0312248 | val_loss: 0.0312331 | Time: 1425.1 ms
[2022-04-24 14:27:54 main:574] : INFO : Epoch 1754 | loss: 0.0312191 | val_loss: 0.0312239 | Time: 1410.51 ms
[2022-04-24 14:27:56 main:574] : INFO : Epoch 1755 | loss: 0.0312188 | val_loss: 0.0312312 | Time: 1408.8 ms
[2022-04-24 14:27:57 main:574] : INFO : Epoch 1756 | loss: 0.0312257 | val_loss: 0.031225 | Time: 1453.07 ms
[2022-04-24 14:27:58 main:574] : INFO : Epoch 1757 | loss: 0.0312204 | val_loss: 0.0312248 | Time: 1370.78 ms
[2022-04-24 14:28:00 main:574] : INFO : Epoch 1758 | loss: 0.0312207 | val_loss: 0.0312278 | Time: 1435.22 ms
[2022-04-24 14:28:01 main:574] : INFO : Epoch 1759 | loss: 0.0312244 | val_loss: 0.0312257 | Time: 1367.41 ms
[2022-04-24 14:28:03 main:574] : INFO : Epoch 1760 | loss: 0.0312203 | val_loss: 0.0312245 | Time: 1421.13 ms
[2022-04-24 14:28:04 main:574] : INFO : Epoch 1761 | loss: 0.0312227 | val_loss: 0.0312298 | Time: 1420.26 ms
[2022-04-24 14:28:05 main:574] : INFO : Epoch 1762 | loss: 0.0312214 | val_loss: 0.0312267 | Time: 1404.57 ms
[2022-04-24 14:28:07 main:574] : INFO : Epoch 1763 | loss: 0.0312191 | val_loss: 0.031224 | Time: 1437.6 ms
[2022-04-24 14:28:08 main:574] : INFO : Epoch 1764 | loss: 0.0312185 | val_loss: 0.0312372 | Time: 1420.71 ms
[2022-04-24 14:28:10 main:574] : INFO : Epoch 1765 | loss: 0.0312247 | val_loss: 0.0312297 | Time: 1394.61 ms
[2022-04-24 14:28:11 main:574] : INFO : Epoch 1766 | loss: 0.031221 | val_loss: 0.0312261 | Time: 1390.96 ms
[2022-04-24 14:28:13 main:574] : INFO : Epoch 1767 | loss: 0.0312187 | val_loss: 0.0312238 | Time: 1408.94 ms
[2022-04-24 14:28:14 main:574] : INFO : Epoch 1768 | loss: 0.0312228 | val_loss: 0.0312318 | Time: 1431.45 ms
[2022-04-24 14:28:15 main:574] : INFO : Epoch 1769 | loss: 0.0312214 | val_loss: 0.03123 | Time: 1416.43 ms
[2022-04-24 14:28:17 main:574] : INFO : Epoch 1770 | loss: 0.0312211 | val_loss: 0.0312282 | Time: 1388.08 ms
[2022-04-24 14:28:18 main:574] : INFO : Epoch 1771 | loss: 0.0312213 | val_loss: 0.031225 | Time: 1416.15 ms
[2022-04-24 14:28:20 main:574] : INFO : Epoch 1772 | loss: 0.0312192 | val_loss: 0.0312233 | Time: 1397.82 ms
[2022-04-24 14:28:21 main:574] : INFO : Epoch 1773 | loss: 0.0312195 | val_loss: 0.0312273 | Time: 1385.04 ms
[2022-04-24 14:28:22 main:574] : INFO : Epoch 1774 | loss: 0.0312236 | val_loss: 0.0312258 | Time: 1409.94 ms
[2022-04-24 14:28:24 main:574] : INFO : Epoch 1775 | loss: 0.0312202 | val_loss: 0.0312245 | Time: 1403.32 ms
[2022-04-24 14:28:25 main:574] : INFO : Epoch 1776 | loss: 0.0312191 | val_loss: 0.0312248 | Time: 1400.63 ms
[2022-04-24 14:28:27 main:574] : INFO : Epoch 1777 | loss: 0.0312188 | val_loss: 0.0312232 | Time: 1443.64 ms
[2022-04-24 14:28:28 main:574] : INFO : Epoch 1778 | loss: 0.0312198 | val_loss: 0.0312274 | Time: 1423.92 ms
[2022-04-24 14:28:30 main:574] : INFO : Epoch 1779 | loss: 0.0312197 | val_loss: 0.0312236 | Time: 1390.89 ms
[2022-04-24 14:28:31 main:574] : INFO : Epoch 1780 | loss: 0.0312217 | val_loss: 0.0312273 | Time: 1405.91 ms
[2022-04-24 14:28:32 main:574] : INFO : Epoch 1781 | loss: 0.0312197 | val_loss: 0.0312255 | Time: 1401.53 ms
[2022-04-24 14:28:34 main:574] : INFO : Epoch 1782 | loss: 0.0312197 | val_loss: 0.0312253 | Time: 1422.93 ms
[2022-04-24 14:28:35 main:574] : INFO : Epoch 1783 | loss: 0.0312194 | val_loss: 0.0312257 | Time: 1408.09 ms
[2022-04-24 14:28:37 main:574] : INFO : Epoch 1784 | loss: 0.0312216 | val_loss: 0.0312255 | Time: 1398.48 ms
[2022-04-24 14:28:38 main:574] : INFO : Epoch 1785 | loss: 0.0312202 | val_loss: 0.0312229 | Time: 1402.63 ms
[2022-04-24 14:28:40 main:574] : INFO : Epoch 1786 | loss: 0.0312177 | val_loss: 0.0312232 | Time: 1413.91 ms
[2022-04-24 14:28:41 main:574] : INFO : Epoch 1787 | loss: 0.0312183 | val_loss: 0.0312328 | Time: 1393.03 ms
[2022-04-24 14:28:42 main:574] : INFO : Epoch 1788 | loss: 0.0312251 | val_loss: 0.0312329 | Time: 1428.39 ms
[2022-04-24 14:28:44 main:574] : INFO : Epoch 1789 | loss: 0.0312209 | val_loss: 0.0312256 | Time: 1362.35 ms
[2022-04-24 14:28:45 main:574] : INFO : Epoch 1790 | loss: 0.0312214 | val_loss: 0.031226 | Time: 1430.02 ms
[2022-04-24 14:28:47 main:574] : INFO : Epoch 1791 | loss: 0.03122 | val_loss: 0.0312287 | Time: 1451.21 ms
[2022-04-24 14:28:48 main:574] : INFO : Epoch 1792 | loss: 0.0312208 | val_loss: 0.0312236 | Time: 1483.85 ms
[2022-04-24 14:28:50 main:574] : INFO : Epoch 1793 | loss: 0.0312185 | val_loss: 0.0312248 | Time: 1409.46 ms
[2022-04-24 14:28:51 main:574] : INFO : Epoch 1794 | loss: 0.0312198 | val_loss: 0.0312345 | Time: 1400.47 ms
[2022-04-24 14:28:52 main:574] : INFO : Epoch 1795 | loss: 0.031224 | val_loss: 0.0312247 | Time: 1414.35 ms
[2022-04-24 14:28:54 main:574] : INFO : Epoch 1796 | loss: 0.0312197 | val_loss: 0.0312238 | Time: 1386.02 ms
[2022-04-24 14:28:55 main:574] : INFO : Epoch 1797 | loss: 0.0312199 | val_loss: 0.0312262 | Time: 1428.84 ms
[2022-04-24 14:28:57 main:574] : INFO : Epoch 1798 | loss: 0.031222 | val_loss: 0.0312294 | Time: 1403.52 ms
[2022-04-24 14:28:58 main:574] : INFO : Epoch 1799 | loss: 0.0312201 | val_loss: 0.0312255 | Time: 1451.71 ms
[2022-04-24 14:29:00 main:574] : INFO : Epoch 1800 | loss: 0.0312183 | val_loss: 0.0312235 | Time: 1416.1 ms
[2022-04-24 14:29:01 main:574] : INFO : Epoch 1801 | loss: 0.031218 | val_loss: 0.0312233 | Time: 1409.79 ms
[2022-04-24 14:29:02 main:574] : INFO : Epoch 1802 | loss: 0.0312179 | val_loss: 0.0312233 | Time: 1395.36 ms
[2022-04-24 14:29:04 main:574] : INFO : Epoch 1803 | loss: 0.0312182 | val_loss: 0.0312239 | Time: 1398.41 ms
[2022-04-24 14:29:05 main:574] : INFO : Epoch 1804 | loss: 0.0312209 | val_loss: 0.0312283 | Time: 1406.96 ms
[2022-04-24 14:29:07 main:574] : INFO : Epoch 1805 | loss: 0.031225 | val_loss: 0.0312268 | Time: 1434.56 ms
[2022-04-24 14:29:08 main:574] : INFO : Epoch 1806 | loss: 0.0312205 | val_loss: 0.0312275 | Time: 1401.79 ms
[2022-04-24 14:29:10 main:574] : INFO : Epoch 1807 | loss: 0.0312182 | val_loss: 0.031228 | Time: 1409.29 ms
[2022-04-24 14:29:11 main:574] : INFO : Epoch 1808 | loss: 0.031222 | val_loss: 0.0312294 | Time: 1382.23 ms
[2022-04-24 14:29:12 main:574] : INFO : Epoch 1809 | loss: 0.0312221 | val_loss: 0.0312293 | Time: 1387.88 ms
[2022-04-24 14:29:14 main:574] : INFO : Epoch 1810 | loss: 0.0312209 | val_loss: 0.0312258 | Time: 1423.96 ms
[2022-04-24 14:29:15 main:574] : INFO : Epoch 1811 | loss: 0.0312206 | val_loss: 0.0312271 | Time: 1398.46 ms
[2022-04-24 14:29:17 main:574] : INFO : Epoch 1812 | loss: 0.0312208 | val_loss: 0.0312285 | Time: 1404.87 ms
[2022-04-24 14:29:18 main:574] : INFO : Epoch 1813 | loss: 0.03122 | val_loss: 0.0312255 | Time: 1413.1 ms
[2022-04-24 14:29:19 main:574] : INFO : Epoch 1814 | loss: 0.031219 | val_loss: 0.0312355 | Time: 1384.26 ms
[2022-04-24 14:29:21 main:574] : INFO : Epoch 1815 | loss: 0.0312202 | val_loss: 0.0312269 | Time: 1391.37 ms
[2022-04-24 14:29:22 main:574] : INFO : Epoch 1816 | loss: 0.0312197 | val_loss: 0.0312293 | Time: 1407.52 ms
[2022-04-24 14:29:24 main:574] : INFO : Epoch 1817 | loss: 0.0312194 | val_loss: 0.031223 | Time: 1427.03 ms
[2022-04-24 14:29:25 main:574] : INFO : Epoch 1818 | loss: 0.0312175 | val_loss: 0.0312238 | Time: 1412.2 ms
[2022-04-24 14:29:27 main:574] : INFO : Epoch 1819 | loss: 0.0312174 | val_loss: 0.0312249 | Time: 1430.16 ms
[2022-04-24 14:29:28 main:574] : INFO : Epoch 1820 | loss: 0.0312188 | val_loss: 0.0312312 | Time: 1434.26 ms
[2022-04-24 14:29:29 main:574] : INFO : Epoch 1821 | loss: 0.031219 | val_loss: 0.0312243 | Time: 1423.12 ms
[2022-04-24 14:29:31 main:574] : INFO : Epoch 1822 | loss: 0.0312193 | val_loss: 0.0312262 | Time: 1428.17 ms
[2022-04-24 14:29:32 main:574] : INFO : Epoch 1823 | loss: 0.0312193 | val_loss: 0.031223 | Time: 1403.9 ms
[2022-04-24 14:29:34 main:574] : INFO : Epoch 1824 | loss: 0.0312194 | val_loss: 0.0312259 | Time: 1442.21 ms
[2022-04-24 14:29:35 main:574] : INFO : Epoch 1825 | loss: 0.0312187 | val_loss: 0.0312236 | Time: 1412.28 ms
[2022-04-24 14:29:37 main:574] : INFO : Epoch 1826 | loss: 0.0312196 | val_loss: 0.0312243 | Time: 1427.65 ms
[2022-04-24 14:29:38 main:574] : INFO : Epoch 1827 | loss: 0.0312191 | val_loss: 0.03123 | Time: 1397.75 ms
[2022-04-24 14:29:39 main:574] : INFO : Epoch 1828 | loss: 0.0312191 | val_loss: 0.0312248 | Time: 1382.54 ms
[2022-04-24 14:29:41 main:574] : INFO : Epoch 1829 | loss: 0.0312179 | val_loss: 0.0312239 | Time: 1385.22 ms
[2022-04-24 14:29:42 main:574] : INFO : Epoch 1830 | loss: 0.0312206 | val_loss: 0.031225 | Time: 1366.42 ms
[2022-04-24 14:29:44 main:574] : INFO : Epoch 1831 | loss: 0.0312198 | val_loss: 0.0312251 | Time: 1381.47 ms
[2022-04-24 14:29:45 main:574] : INFO : Epoch 1832 | loss: 0.03122 | val_loss: 0.0312233 | Time: 1408.96 ms
[2022-04-24 14:29:46 main:574] : INFO : Epoch 1833 | loss: 0.0312183 | val_loss: 0.0312255 | Time: 1446.66 ms
[2022-04-24 14:29:48 main:574] : INFO : Epoch 1834 | loss: 0.0312214 | val_loss: 0.0312393 | Time: 1508.33 ms
[2022-04-24 14:29:49 main:574] : INFO : Epoch 1835 | loss: 0.0312224 | val_loss: 0.0312247 | Time: 1457.3 ms
[2022-04-24 14:29:51 main:574] : INFO : Epoch 1836 | loss: 0.0312191 | val_loss: 0.031227 | Time: 1392.12 ms
[2022-04-24 14:29:52 main:574] : INFO : Epoch 1837 | loss: 0.0312194 | val_loss: 0.0312255 | Time: 1390.82 ms
[2022-04-24 14:29:54 main:574] : INFO : Epoch 1838 | loss: 0.031218 | val_loss: 0.0312229 | Time: 1404.12 ms
[2022-04-24 14:29:55 main:574] : INFO : Epoch 1839 | loss: 0.031217 | val_loss: 0.0312227 | Time: 1440.55 ms
[2022-04-24 14:29:56 main:574] : INFO : Epoch 1840 | loss: 0.0312167 | val_loss: 0.031223 | Time: 1384.33 ms
[2022-04-24 14:29:58 main:574] : INFO : Epoch 1841 | loss: 0.031218 | val_loss: 0.0312239 | Time: 1409.53 ms
[2022-04-24 14:29:59 main:574] : INFO : Epoch 1842 | loss: 0.0312186 | val_loss: 0.0312227 | Time: 1409.69 ms
[2022-04-24 14:30:01 main:574] : INFO : Epoch 1843 | loss: 0.0312177 | val_loss: 0.0312223 | Time: 1407.59 ms
[2022-04-24 14:30:02 main:574] : INFO : Epoch 1844 | loss: 0.0312178 | val_loss: 0.0312233 | Time: 1422.49 ms
[2022-04-24 14:30:04 main:574] : INFO : Epoch 1845 | loss: 0.0312186 | val_loss: 0.0312234 | Time: 1387.83 ms
[2022-04-24 14:30:05 main:574] : INFO : Epoch 1846 | loss: 0.0312231 | val_loss: 0.0312247 | Time: 1408.24 ms
[2022-04-24 14:30:06 main:574] : INFO : Epoch 1847 | loss: 0.0312197 | val_loss: 0.0312319 | Time: 1435.99 ms
[2022-04-24 14:30:08 main:574] : INFO : Epoch 1848 | loss: 0.031219 | val_loss: 0.0312248 | Time: 1380.87 ms
[2022-04-24 14:30:09 main:574] : INFO : Epoch 1849 | loss: 0.0312167 | val_loss: 0.0312234 | Time: 1381.8 ms
[2022-04-24 14:30:11 main:574] : INFO : Epoch 1850 | loss: 0.0312181 | val_loss: 0.0312238 | Time: 1407.28 ms
[2022-04-24 14:30:12 main:574] : INFO : Epoch 1851 | loss: 0.0312202 | val_loss: 0.031223 | Time: 1394.41 ms
[2022-04-24 14:30:13 main:574] : INFO : Epoch 1852 | loss: 0.0312185 | val_loss: 0.0312232 | Time: 1422.94 ms
[2022-04-24 14:30:15 main:574] : INFO : Epoch 1853 | loss: 0.031217 | val_loss: 0.0312225 | Time: 1410.93 ms
[2022-04-24 14:30:16 main:574] : INFO : Epoch 1854 | loss: 0.0312168 | val_loss: 0.031222 | Time: 1426 ms
[2022-04-24 14:30:18 main:574] : INFO : Epoch 1855 | loss: 0.0312177 | val_loss: 0.0312222 | Time: 1409.55 ms
[2022-04-24 14:30:19 main:574] : INFO : Epoch 1856 | loss: 0.0312177 | val_loss: 0.0312224 | Time: 1402.76 ms
[2022-04-24 14:30:21 main:574] : INFO : Epoch 1857 | loss: 0.0312193 | val_loss: 0.0312323 | Time: 1403.23 ms
[2022-04-24 14:30:22 main:574] : INFO : Epoch 1858 | loss: 0.031218 | val_loss: 0.0312241 | Time: 1391.35 ms
[2022-04-24 14:30:23 main:574] : INFO : Epoch 1859 | loss: 0.0312189 | val_loss: 0.0312241 | Time: 1407.81 ms
[2022-04-24 14:30:25 main:574] : INFO : Epoch 1860 | loss: 0.031219 | val_loss: 0.0312223 | Time: 1429.8 ms
[2022-04-24 14:30:26 main:574] : INFO : Epoch 1861 | loss: 0.0312181 | val_loss: 0.0312233 | Time: 1457.33 ms
[2022-04-24 14:30:28 main:574] : INFO : Epoch 1862 | loss: 0.0312194 | val_loss: 0.031224 | Time: 1384.17 ms
[2022-04-24 14:30:29 main:574] : INFO : Epoch 1863 | loss: 0.0312177 | val_loss: 0.0312252 | Time: 1382.51 ms
[2022-04-24 14:30:31 main:574] : INFO : Epoch 1864 | loss: 0.0312194 | val_loss: 0.0312262 | Time: 1399.46 ms
[2022-04-24 14:30:32 main:574] : INFO : Epoch 1865 | loss: 0.031218 | val_loss: 0.0312265 | Time: 1390.68 ms
[2022-04-24 14:30:33 main:574] : INFO : Epoch 1866 | loss: 0.0312174 | val_loss: 0.0312224 | Time: 1351.51 ms
[2022-04-24 14:30:35 main:574] : INFO : Epoch 1867 | loss: 0.0312179 | val_loss: 0.0312238 | Time: 1406.84 ms
[2022-04-24 14:30:36 main:574] : INFO : Epoch 1868 | loss: 0.0312211 | val_loss: 0.03123 | Time: 1414.91 ms
[2022-04-24 14:30:38 main:574] : INFO : Epoch 1869 | loss: 0.0312179 | val_loss: 0.0312245 | Time: 1377.54 ms
[2022-04-24 14:30:39 main:574] : INFO : Epoch 1870 | loss: 0.0312171 | val_loss: 0.031223 | Time: 1407.79 ms
[2022-04-24 14:30:40 main:574] : INFO : Epoch 1871 | loss: 0.0312173 | val_loss: 0.0312287 | Time: 1418.19 ms
[2022-04-24 14:30:42 main:574] : INFO : Epoch 1872 | loss: 0.0312178 | val_loss: 0.0312256 | Time: 1402.07 ms
[2022-04-24 14:30:43 main:574] : INFO : Epoch 1873 | loss: 0.0312191 | val_loss: 0.0312219 | Time: 1409.29 ms
[2022-04-24 14:30:45 main:574] : INFO : Epoch 1874 | loss: 0.0312191 | val_loss: 0.0312246 | Time: 1418.78 ms
[2022-04-24 14:30:46 main:574] : INFO : Epoch 1875 | loss: 0.0312169 | val_loss: 0.0312228 | Time: 1446.12 ms
[2022-04-24 14:30:48 main:574] : INFO : Epoch 1876 | loss: 0.031217 | val_loss: 0.0312214 | Time: 1485.9 ms
[2022-04-24 14:30:49 main:574] : INFO : Epoch 1877 | loss: 0.0312154 | val_loss: 0.0312219 | Time: 1454.96 ms
[2022-04-24 14:30:51 main:574] : INFO : Epoch 1878 | loss: 0.0312177 | val_loss: 0.031225 | Time: 1440.41 ms
[2022-04-24 14:30:52 main:574] : INFO : Epoch 1879 | loss: 0.0312169 | val_loss: 0.0312261 | Time: 1405.37 ms
[2022-04-24 14:30:53 main:574] : INFO : Epoch 1880 | loss: 0.0312162 | val_loss: 0.0312219 | Time: 1384.38 ms
[2022-04-24 14:30:55 main:574] : INFO : Epoch 1881 | loss: 0.0312183 | val_loss: 0.0312228 | Time: 1433.62 ms
[2022-04-24 14:30:56 main:574] : INFO : Epoch 1882 | loss: 0.031217 | val_loss: 0.0312228 | Time: 1391.08 ms
[2022-04-24 14:30:58 main:574] : INFO : Epoch 1883 | loss: 0.0312171 | val_loss: 0.0312283 | Time: 1425.11 ms
[2022-04-24 14:30:59 main:574] : INFO : Epoch 1884 | loss: 0.0312191 | val_loss: 0.0312428 | Time: 1400.92 ms
[2022-04-24 14:31:00 main:574] : INFO : Epoch 1885 | loss: 0.0312265 | val_loss: 0.0312236 | Time: 1397.94 ms
[2022-04-24 14:31:02 main:574] : INFO : Epoch 1886 | loss: 0.0312209 | val_loss: 0.0312253 | Time: 1415.94 ms
[2022-04-24 14:31:03 main:574] : INFO : Epoch 1887 | loss: 0.031218 | val_loss: 0.0312232 | Time: 1416.49 ms
[2022-04-24 14:31:05 main:574] : INFO : Epoch 1888 | loss: 0.0312169 | val_loss: 0.0312237 | Time: 1398.87 ms
[2022-04-24 14:31:06 main:574] : INFO : Epoch 1889 | loss: 0.0312196 | val_loss: 0.031224 | Time: 1420.89 ms
[2022-04-24 14:31:08 main:574] : INFO : Epoch 1890 | loss: 0.0312201 | val_loss: 0.0312285 | Time: 1397.79 ms
[2022-04-24 14:31:09 main:574] : INFO : Epoch 1891 | loss: 0.0312205 | val_loss: 0.0312218 | Time: 1393.8 ms
[2022-04-24 14:31:10 main:574] : INFO : Epoch 1892 | loss: 0.0312182 | val_loss: 0.0312233 | Time: 1416.85 ms
[2022-04-24 14:31:12 main:574] : INFO : Epoch 1893 | loss: 0.0312165 | val_loss: 0.0312224 | Time: 1368.13 ms
[2022-04-24 14:31:13 main:574] : INFO : Epoch 1894 | loss: 0.0312178 | val_loss: 0.0312217 | Time: 1432.37 ms
[2022-04-24 14:31:15 main:574] : INFO : Epoch 1895 | loss: 0.0312197 | val_loss: 0.0312347 | Time: 1393.91 ms
[2022-04-24 14:31:16 main:574] : INFO : Epoch 1896 | loss: 0.0312225 | val_loss: 0.031227 | Time: 1446.06 ms
[2022-04-24 14:31:18 main:574] : INFO : Epoch 1897 | loss: 0.0312212 | val_loss: 0.0312246 | Time: 1423.6 ms
[2022-04-24 14:31:19 main:574] : INFO : Epoch 1898 | loss: 0.0312188 | val_loss: 0.0312263 | Time: 1375.36 ms
[2022-04-24 14:31:20 main:574] : INFO : Epoch 1899 | loss: 0.0312193 | val_loss: 0.0312268 | Time: 1401.02 ms
[2022-04-24 14:31:22 main:574] : INFO : Epoch 1900 | loss: 0.0312181 | val_loss: 0.0312224 | Time: 1422.18 ms
[2022-04-24 14:31:23 main:574] : INFO : Epoch 1901 | loss: 0.0312251 | val_loss: 0.031228 | Time: 1395.69 ms
[2022-04-24 14:31:25 main:574] : INFO : Epoch 1902 | loss: 0.0312189 | val_loss: 0.0312276 | Time: 1383.42 ms
[2022-04-24 14:31:26 main:574] : INFO : Epoch 1903 | loss: 0.0312193 | val_loss: 0.031225 | Time: 1428.4 ms
[2022-04-24 14:31:27 main:574] : INFO : Epoch 1904 | loss: 0.0312242 | val_loss: 0.0312296 | Time: 1404.72 ms
[2022-04-24 14:31:29 main:574] : INFO : Epoch 1905 | loss: 0.0312236 | val_loss: 0.031234 | Time: 1408.3 ms
[2022-04-24 14:31:30 main:574] : INFO : Epoch 1906 | loss: 0.0312195 | val_loss: 0.0312251 | Time: 1454.04 ms
[2022-04-24 14:31:32 main:574] : INFO : Epoch 1907 | loss: 0.0312176 | val_loss: 0.0312252 | Time: 1437.87 ms
[2022-04-24 14:31:33 main:574] : INFO : Epoch 1908 | loss: 0.0312173 | val_loss: 0.0312223 | Time: 1394.23 ms
[2022-04-24 14:31:35 main:574] : INFO : Epoch 1909 | loss: 0.031218 | val_loss: 0.031222 | Time: 1399.5 ms
[2022-04-24 14:31:36 main:574] : INFO : Epoch 1910 | loss: 0.0312165 | val_loss: 0.0312238 | Time: 1420.59 ms
[2022-04-24 14:31:37 main:574] : INFO : Epoch 1911 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 1415.73 ms
[2022-04-24 14:31:39 main:574] : INFO : Epoch 1912 | loss: 0.0312216 | val_loss: 0.0312257 | Time: 1377.36 ms
[2022-04-24 14:31:40 main:574] : INFO : Epoch 1913 | loss: 0.031224 | val_loss: 0.0312321 | Time: 1417.23 ms
[2022-04-24 14:31:42 main:574] : INFO : Epoch 1914 | loss: 0.031218 | val_loss: 0.0312251 | Time: 1409.89 ms
[2022-04-24 14:31:43 main:574] : INFO : Epoch 1915 | loss: 0.0312178 | val_loss: 0.0312244 | Time: 1403.69 ms
[2022-04-24 14:31:44 main:574] : INFO : Epoch 1916 | loss: 0.0312178 | val_loss: 0.0312224 | Time: 1404.51 ms
[2022-04-24 14:31:46 main:574] : INFO : Epoch 1917 | loss: 0.0312169 | val_loss: 0.0312214 | Time: 1443.03 ms
[2022-04-24 14:31:47 main:574] : INFO : Epoch 1918 | loss: 0.0312164 | val_loss: 0.0312305 | Time: 1482.15 ms
[2022-04-24 14:31:49 main:574] : INFO : Epoch 1919 | loss: 0.0312207 | val_loss: 0.0312229 | Time: 1455.92 ms
[2022-04-24 14:31:50 main:574] : INFO : Epoch 1920 | loss: 0.0312183 | val_loss: 0.0312217 | Time: 1400.43 ms
[2022-04-24 14:31:52 main:574] : INFO : Epoch 1921 | loss: 0.031222 | val_loss: 0.0312272 | Time: 1382.5 ms
[2022-04-24 14:31:53 main:574] : INFO : Epoch 1922 | loss: 0.0312186 | val_loss: 0.0312237 | Time: 1384.94 ms
[2022-04-24 14:31:55 main:574] : INFO : Epoch 1923 | loss: 0.0312168 | val_loss: 0.0312223 | Time: 1449.94 ms
[2022-04-24 14:31:56 main:574] : INFO : Epoch 1924 | loss: 0.0312165 | val_loss: 0.0312222 | Time: 1387.78 ms
[2022-04-24 14:31:57 main:574] : INFO : Epoch 1925 | loss: 0.0312159 | val_loss: 0.0312224 | Time: 1411.14 ms
[2022-04-24 14:31:59 main:574] : INFO : Epoch 1926 | loss: 0.0312162 | val_loss: 0.0312219 | Time: 1417.59 ms
[2022-04-24 14:32:00 main:574] : INFO : Epoch 1927 | loss: 0.0312168 | val_loss: 0.0312217 | Time: 1424.87 ms
[2022-04-24 14:32:02 main:574] : INFO : Epoch 1928 | loss: 0.0312167 | val_loss: 0.0312221 | Time: 1395.6 ms
[2022-04-24 14:32:03 main:574] : INFO : Epoch 1929 | loss: 0.0312211 | val_loss: 0.0312258 | Time: 1428.05 ms
[2022-04-24 14:32:05 main:574] : INFO : Epoch 1930 | loss: 0.031223 | val_loss: 0.0312257 | Time: 1384.9 ms
[2022-04-24 14:32:06 main:574] : INFO : Epoch 1931 | loss: 0.0312204 | val_loss: 0.0312257 | Time: 1415.34 ms
[2022-04-24 14:32:07 main:574] : INFO : Epoch 1932 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 1410.86 ms
[2022-04-24 14:32:09 main:574] : INFO : Epoch 1933 | loss: 0.0312167 | val_loss: 0.0312215 | Time: 1390.67 ms
[2022-04-24 14:32:10 main:574] : INFO : Epoch 1934 | loss: 0.0312163 | val_loss: 0.0312221 | Time: 1401.47 ms
[2022-04-24 14:32:12 main:574] : INFO : Epoch 1935 | loss: 0.0312168 | val_loss: 0.0312231 | Time: 1435.01 ms
[2022-04-24 14:32:13 main:574] : INFO : Epoch 1936 | loss: 0.0312161 | val_loss: 0.0312235 | Time: 1388.43 ms
[2022-04-24 14:32:14 main:574] : INFO : Epoch 1937 | loss: 0.0312168 | val_loss: 0.0312218 | Time: 1421.2 ms
[2022-04-24 14:32:16 main:574] : INFO : Epoch 1938 | loss: 0.0312169 | val_loss: 0.0312246 | Time: 1412.45 ms
[2022-04-24 14:32:17 main:574] : INFO : Epoch 1939 | loss: 0.0312217 | val_loss: 0.0312301 | Time: 1439.62 ms
[2022-04-24 14:32:19 main:574] : INFO : Epoch 1940 | loss: 0.0312212 | val_loss: 0.0312224 | Time: 1395.73 ms
[2022-04-24 14:32:20 main:574] : INFO : Epoch 1941 | loss: 0.0312177 | val_loss: 0.0312231 | Time: 1404.59 ms
[2022-04-24 14:32:22 main:574] : INFO : Epoch 1942 | loss: 0.0312169 | val_loss: 0.0312225 | Time: 1397.02 ms
[2022-04-24 14:32:23 main:574] : INFO : Epoch 1943 | loss: 0.0312168 | val_loss: 0.0312224 | Time: 1368.93 ms
[2022-04-24 14:32:24 main:574] : INFO : Epoch 1944 | loss: 0.0312159 | val_loss: 0.0312317 | Time: 1407.46 ms
[2022-04-24 14:32:26 main:574] : INFO : Epoch 1945 | loss: 0.0312197 | val_loss: 0.0312223 | Time: 1428.35 ms
[2022-04-24 14:32:27 main:574] : INFO : Epoch 1946 | loss: 0.0312179 | val_loss: 0.0312321 | Time: 1410.08 ms
[2022-04-24 14:32:29 main:574] : INFO : Epoch 1947 | loss: 0.0312193 | val_loss: 0.0312301 | Time: 1389.1 ms
[2022-04-24 14:32:30 main:574] : INFO : Epoch 1948 | loss: 0.0312198 | val_loss: 0.0312329 | Time: 1434.17 ms
[2022-04-24 14:32:32 main:574] : INFO : Epoch 1949 | loss: 0.0312207 | val_loss: 0.0312225 | Time: 1412.61 ms
[2022-04-24 14:32:33 main:574] : INFO : Epoch 1950 | loss: 0.0312188 | val_loss: 0.031224 | Time: 1398.6 ms
[2022-04-24 14:32:34 main:574] : INFO : Epoch 1951 | loss: 0.0312187 | val_loss: 0.0312291 | Time: 1370.9 ms
[2022-04-24 14:32:36 main:574] : INFO : Epoch 1952 | loss: 0.03122 | val_loss: 0.0312218 | Time: 1431.92 ms
[2022-04-24 14:32:37 main:574] : INFO : Epoch 1953 | loss: 0.0312168 | val_loss: 0.0312276 | Time: 1440.01 ms
[2022-04-24 14:32:39 main:574] : INFO : Epoch 1954 | loss: 0.0312162 | val_loss: 0.0312213 | Time: 1405.03 ms
[2022-04-24 14:32:40 main:574] : INFO : Epoch 1955 | loss: 0.0312172 | val_loss: 0.0312249 | Time: 1396.07 ms
[2022-04-24 14:32:41 main:574] : INFO : Epoch 1956 | loss: 0.0312177 | val_loss: 0.031223 | Time: 1392.64 ms
[2022-04-24 14:32:43 main:574] : INFO : Epoch 1957 | loss: 0.0312171 | val_loss: 0.0312219 | Time: 1383.41 ms
[2022-04-24 14:32:44 main:574] : INFO : Epoch 1958 | loss: 0.0312199 | val_loss: 0.0312217 | Time: 1389.48 ms
[2022-04-24 14:32:46 main:574] : INFO : Epoch 1959 | loss: 0.0312189 | val_loss: 0.031224 | Time: 1410.91 ms
[2022-04-24 14:32:47 main:574] : INFO : Epoch 1960 | loss: 0.0312173 | val_loss: 0.0312245 | Time: 1456.51 ms
[2022-04-24 14:32:49 main:574] : INFO : Epoch 1961 | loss: 0.0312171 | val_loss: 0.0312226 | Time: 1417.9 ms
[2022-04-24 14:32:50 main:574] : INFO : Epoch 1962 | loss: 0.0312153 | val_loss: 0.0312224 | Time: 1400.28 ms
[2022-04-24 14:32:51 main:574] : INFO : Epoch 1963 | loss: 0.0312158 | val_loss: 0.0312224 | Time: 1415.23 ms
[2022-04-24 14:32:53 main:574] : INFO : Epoch 1964 | loss: 0.0312156 | val_loss: 0.031222 | Time: 1393.73 ms
[2022-04-24 14:32:54 main:574] : INFO : Epoch 1965 | loss: 0.0312164 | val_loss: 0.0312265 | Time: 1408.08 ms
[2022-04-24 14:32:56 main:574] : INFO : Epoch 1966 | loss: 0.0312206 | val_loss: 0.0312309 | Time: 1409.62 ms
[2022-04-24 14:32:57 main:574] : INFO : Epoch 1967 | loss: 0.0312224 | val_loss: 0.0312217 | Time: 1410.44 ms
[2022-04-24 14:32:59 main:574] : INFO : Epoch 1968 | loss: 0.0312163 | val_loss: 0.0312259 | Time: 1464.69 ms
[2022-04-24 14:33:00 main:574] : INFO : Epoch 1969 | loss: 0.0312164 | val_loss: 0.0312265 | Time: 1403.75 ms
[2022-04-24 14:33:01 main:574] : INFO : Epoch 1970 | loss: 0.0312165 | val_loss: 0.031224 | Time: 1402.93 ms
[2022-04-24 14:33:03 main:574] : INFO : Epoch 1971 | loss: 0.0312192 | val_loss: 0.0312231 | Time: 1406.31 ms
[2022-04-24 14:33:04 main:574] : INFO : Epoch 1972 | loss: 0.0312172 | val_loss: 0.0312255 | Time: 1397.41 ms
[2022-04-24 14:33:06 main:574] : INFO : Epoch 1973 | loss: 0.0312168 | val_loss: 0.0312214 | Time: 1419.41 ms
[2022-04-24 14:33:07 main:574] : INFO : Epoch 1974 | loss: 0.0312155 | val_loss: 0.0312236 | Time: 1436.61 ms
[2022-04-24 14:33:08 main:574] : INFO : Epoch 1975 | loss: 0.0312177 | val_loss: 0.031235 | Time: 1404.3 ms
[2022-04-24 14:33:10 main:574] : INFO : Epoch 1976 | loss: 0.0312179 | val_loss: 0.0312257 | Time: 1415.3 ms
[2022-04-24 14:33:11 main:574] : INFO : Epoch 1977 | loss: 0.0312181 | val_loss: 0.031228 | Time: 1387.98 ms
[2022-04-24 14:33:13 main:574] : INFO : Epoch 1978 | loss: 0.031222 | val_loss: 0.031228 | Time: 1400.86 ms
[2022-04-24 14:33:14 main:574] : INFO : Epoch 1979 | loss: 0.0312179 | val_loss: 0.0312234 | Time: 1426.34 ms
[2022-04-24 14:33:16 main:574] : INFO : Epoch 1980 | loss: 0.0312165 | val_loss: 0.0312208 | Time: 1406.44 ms
[2022-04-24 14:33:17 main:574] : INFO : Epoch 1981 | loss: 0.0312159 | val_loss: 0.0312226 | Time: 1407.88 ms
[2022-04-24 14:33:18 main:574] : INFO : Epoch 1982 | loss: 0.0312181 | val_loss: 0.0312241 | Time: 1435.77 ms
[2022-04-24 14:33:20 main:574] : INFO : Epoch 1983 | loss: 0.0312158 | val_loss: 0.0312216 | Time: 1373.03 ms
[2022-04-24 14:33:21 main:574] : INFO : Epoch 1984 | loss: 0.0312157 | val_loss: 0.0312213 | Time: 1404.93 ms
[2022-04-24 14:33:23 main:574] : INFO : Epoch 1985 | loss: 0.0312196 | val_loss: 0.0312215 | Time: 1396.87 ms
[2022-04-24 14:33:24 main:574] : INFO : Epoch 1986 | loss: 0.0312174 | val_loss: 0.0312292 | Time: 1392.26 ms
[2022-04-24 14:33:25 main:574] : INFO : Epoch 1987 | loss: 0.0312178 | val_loss: 0.0312218 | Time: 1385.49 ms
[2022-04-24 14:33:27 main:574] : INFO : Epoch 1988 | loss: 0.0312157 | val_loss: 0.0312214 | Time: 1382.92 ms
[2022-04-24 14:33:28 main:574] : INFO : Epoch 1989 | loss: 0.0312164 | val_loss: 0.0312212 | Time: 1412.73 ms
[2022-04-24 14:33:30 main:574] : INFO : Epoch 1990 | loss: 0.0312166 | val_loss: 0.031226 | Time: 1387.28 ms
[2022-04-24 14:33:31 main:574] : INFO : Epoch 1991 | loss: 0.0312187 | val_loss: 0.0312283 | Time: 1419 ms
[2022-04-24 14:33:32 main:574] : INFO : Epoch 1992 | loss: 0.0312158 | val_loss: 0.0312302 | Time: 1402.41 ms
[2022-04-24 14:33:34 main:574] : INFO : Epoch 1993 | loss: 0.0312179 | val_loss: 0.0312216 | Time: 1419.22 ms
[2022-04-24 14:33:35 main:574] : INFO : Epoch 1994 | loss: 0.0312165 | val_loss: 0.0312232 | Time: 1408.5 ms
[2022-04-24 14:33:37 main:574] : INFO : Epoch 1995 | loss: 0.0312158 | val_loss: 0.0312222 | Time: 1391.39 ms
[2022-04-24 14:33:38 main:574] : INFO : Epoch 1996 | loss: 0.0312175 | val_loss: 0.0312275 | Time: 1445 ms
[2022-04-24 14:33:40 main:574] : INFO : Epoch 1997 | loss: 0.0312208 | val_loss: 0.0312217 | Time: 1395.76 ms
[2022-04-24 14:33:41 main:574] : INFO : Epoch 1998 | loss: 0.0312157 | val_loss: 0.031224 | Time: 1372.46 ms
[2022-04-24 14:33:42 main:574] : INFO : Epoch 1999 | loss: 0.0312157 | val_loss: 0.0312229 | Time: 1400.87 ms
[2022-04-24 14:33:44 main:574] : INFO : Epoch 2000 | loss: 0.0312161 | val_loss: 0.0312265 | Time: 1383.28 ms
[2022-04-24 14:33:45 main:574] : INFO : Epoch 2001 | loss: 0.0312178 | val_loss: 0.0312217 | Time: 1398 ms
[2022-04-24 14:33:47 main:574] : INFO : Epoch 2002 | loss: 0.0312179 | val_loss: 0.0312242 | Time: 1413.85 ms
[2022-04-24 14:33:48 main:574] : INFO : Epoch 2003 | loss: 0.0312154 | val_loss: 0.0312245 | Time: 1465.84 ms
[2022-04-24 14:33:49 main:574] : INFO : Epoch 2004 | loss: 0.031215 | val_loss: 0.0312264 | Time: 1367.48 ms
[2022-04-24 14:33:51 main:574] : INFO : Epoch 2005 | loss: 0.0312192 | val_loss: 0.0312289 | Time: 1409.86 ms
[2022-04-24 14:33:52 main:574] : INFO : Epoch 2006 | loss: 0.0312156 | val_loss: 0.0312214 | Time: 1411.02 ms
[2022-04-24 14:33:54 main:574] : INFO : Epoch 2007 | loss: 0.031216 | val_loss: 0.0312217 | Time: 1391.4 ms
[2022-04-24 14:33:55 main:574] : INFO : Epoch 2008 | loss: 0.0312194 | val_loss: 0.0312249 | Time: 1393.1 ms
[2022-04-24 14:33:57 main:574] : INFO : Epoch 2009 | loss: 0.031217 | val_loss: 0.0312218 | Time: 1398.19 ms
[2022-04-24 14:33:58 main:574] : INFO : Epoch 2010 | loss: 0.0312148 | val_loss: 0.0312256 | Time: 1403.99 ms
[2022-04-24 14:33:59 main:574] : INFO : Epoch 2011 | loss: 0.031218 | val_loss: 0.0312208 | Time: 1419.58 ms
[2022-04-24 14:34:01 main:574] : INFO : Epoch 2012 | loss: 0.0312221 | val_loss: 0.0312266 | Time: 1424.9 ms
[2022-04-24 14:34:02 main:574] : INFO : Epoch 2013 | loss: 0.0312168 | val_loss: 0.0312248 | Time: 1395.4 ms
[2022-04-24 14:34:04 main:574] : INFO : Epoch 2014 | loss: 0.0312159 | val_loss: 0.0312261 | Time: 1454.99 ms
[2022-04-24 14:34:05 main:574] : INFO : Epoch 2015 | loss: 0.0312178 | val_loss: 0.031232 | Time: 1428.29 ms
[2022-04-24 14:34:07 main:574] : INFO : Epoch 2016 | loss: 0.0312163 | val_loss: 0.0312221 | Time: 1407.77 ms
[2022-04-24 14:34:08 main:574] : INFO : Epoch 2017 | loss: 0.0312172 | val_loss: 0.0312225 | Time: 1394.51 ms
[2022-04-24 14:34:10 main:574] : INFO : Epoch 2018 | loss: 0.0312209 | val_loss: 0.0312258 | Time: 1427.1 ms
[2022-04-24 14:34:11 main:574] : INFO : Epoch 2019 | loss: 0.0312174 | val_loss: 0.0312222 | Time: 1396.28 ms
[2022-04-24 14:34:12 main:574] : INFO : Epoch 2020 | loss: 0.0312162 | val_loss: 0.0312212 | Time: 1401.19 ms
[2022-04-24 14:34:14 main:574] : INFO : Epoch 2021 | loss: 0.031216 | val_loss: 0.0312218 | Time: 1394.22 ms
[2022-04-24 14:34:15 main:574] : INFO : Epoch 2022 | loss: 0.0312156 | val_loss: 0.0312205 | Time: 1369.21 ms
[2022-04-24 14:34:17 main:574] : INFO : Epoch 2023 | loss: 0.031216 | val_loss: 0.0312225 | Time: 1392.95 ms
[2022-04-24 14:34:18 main:574] : INFO : Epoch 2024 | loss: 0.031216 | val_loss: 0.0312249 | Time: 1435.97 ms
[2022-04-24 14:34:19 main:574] : INFO : Epoch 2025 | loss: 0.0312163 | val_loss: 0.0312242 | Time: 1429.45 ms
[2022-04-24 14:34:21 main:574] : INFO : Epoch 2026 | loss: 0.0312165 | val_loss: 0.0312219 | Time: 1423.56 ms
[2022-04-24 14:34:22 main:574] : INFO : Epoch 2027 | loss: 0.0312156 | val_loss: 0.0312217 | Time: 1401.18 ms
[2022-04-24 14:34:24 main:574] : INFO : Epoch 2028 | loss: 0.0312159 | val_loss: 0.0312222 | Time: 1392.93 ms
[2022-04-24 14:34:25 main:574] : INFO : Epoch 2029 | loss: 0.0312164 | val_loss: 0.0312236 | Time: 1406.52 ms
[2022-04-24 14:34:26 main:574] : INFO : Epoch 2030 | loss: 0.0312194 | val_loss: 0.031228 | Time: 1397.43 ms
[2022-04-24 14:34:28 main:574] : INFO : Epoch 2031 | loss: 0.0312181 | val_loss: 0.0312211 | Time: 1397.05 ms
[2022-04-24 14:34:29 main:574] : INFO : Epoch 2032 | loss: 0.0312159 | val_loss: 0.0312243 | Time: 1371.6 ms
[2022-04-24 14:34:31 main:574] : INFO : Epoch 2033 | loss: 0.0312176 | val_loss: 0.0312214 | Time: 1410.16 ms
[2022-04-24 14:34:32 main:574] : INFO : Epoch 2034 | loss: 0.0312173 | val_loss: 0.0312214 | Time: 1405.93 ms
[2022-04-24 14:34:34 main:574] : INFO : Epoch 2035 | loss: 0.0312159 | val_loss: 0.0312216 | Time: 1407.93 ms
[2022-04-24 14:34:35 main:574] : INFO : Epoch 2036 | loss: 0.031216 | val_loss: 0.0312209 | Time: 1400.51 ms
[2022-04-24 14:34:36 main:574] : INFO : Epoch 2037 | loss: 0.0312156 | val_loss: 0.0312212 | Time: 1413.05 ms
[2022-04-24 14:34:38 main:574] : INFO : Epoch 2038 | loss: 0.0312156 | val_loss: 0.0312228 | Time: 1393 ms
[2022-04-24 14:34:39 main:574] : INFO : Epoch 2039 | loss: 0.031216 | val_loss: 0.0312213 | Time: 1387.71 ms
[2022-04-24 14:34:41 main:574] : INFO : Epoch 2040 | loss: 0.0312155 | val_loss: 0.0312208 | Time: 1383.09 ms
[2022-04-24 14:34:42 main:574] : INFO : Epoch 2041 | loss: 0.0312188 | val_loss: 0.031225 | Time: 1395.92 ms
[2022-04-24 14:34:43 main:574] : INFO : Epoch 2042 | loss: 0.031218 | val_loss: 0.0312237 | Time: 1428.8 ms
[2022-04-24 14:34:45 main:574] : INFO : Epoch 2043 | loss: 0.0312211 | val_loss: 0.0312327 | Time: 1403.2 ms
[2022-04-24 14:34:46 main:574] : INFO : Epoch 2044 | loss: 0.0312225 | val_loss: 0.0312237 | Time: 1410.88 ms
[2022-04-24 14:34:48 main:574] : INFO : Epoch 2045 | loss: 0.0312175 | val_loss: 0.0312208 | Time: 1400.38 ms
[2022-04-24 14:34:49 main:574] : INFO : Epoch 2046 | loss: 0.0312171 | val_loss: 0.0312229 | Time: 1349.95 ms
[2022-04-24 14:34:50 main:574] : INFO : Epoch 2047 | loss: 0.0312159 | val_loss: 0.0312239 | Time: 1426.71 ms
[2022-04-24 14:34:52 main:574] : INFO : Epoch 2048 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 1480.52 ms
[2022-04-24 14:34:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312212
[2022-04-24 14:34:52 main:603] : INFO : Saving end state to config to file
[2022-04-24 14:34:52 main:608] : INFO : Success, exiting..
14:34:52 (69140): 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)