Task 14548620
| Name | ParityModified-1647043922-18661-3-0_0 |
| Workunit | 11574944 |
| Created | 8 Apr 2022, 5:55:33 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 16:59:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 11 sec |
| CPU time | 44 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 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: 0.0312205 | val_loss: 0.0312158 | Time: 1209.93 ms
[2022-04-12 00:33:54 main:574] : INFO : Epoch 1543 | loss: 0.0312187 | val_loss: 0.031216 | Time: 1278.49 ms
[2022-04-12 00:33:55 main:574] : INFO : Epoch 1544 | loss: 0.0312219 | val_loss: 0.0312144 | Time: 1273.9 ms
[2022-04-12 00:33:56 main:574] : INFO : Epoch 1545 | loss: 0.0312178 | val_loss: 0.0312172 | Time: 1297.82 ms
[2022-04-12 00:33:58 main:574] : INFO : Epoch 1546 | loss: 0.0312174 | val_loss: 0.0312164 | Time: 1259.58 ms
[2022-04-12 00:33:59 main:574] : INFO : Epoch 1547 | loss: 0.0312203 | val_loss: 0.0312244 | Time: 1286.18 ms
[2022-04-12 00:34:00 main:574] : INFO : Epoch 1548 | loss: 0.0312204 | val_loss: 0.0312207 | Time: 1314.72 ms
[2022-04-12 00:34:02 main:574] : INFO : Epoch 1549 | loss: 0.0312199 | val_loss: 0.0312176 | Time: 1308.16 ms
[2022-04-12 00:34:03 main:574] : INFO : Epoch 1550 | loss: 0.0312199 | val_loss: 0.0312157 | Time: 1284.71 ms
[2022-04-12 00:34:04 main:574] : INFO : Epoch 1551 | loss: 0.0312181 | val_loss: 0.0312186 | Time: 1408.5 ms
[2022-04-12 00:34:06 main:574] : INFO : Epoch 1552 | loss: 0.0312185 | val_loss: 0.0312169 | Time: 1324.9 ms
[2022-04-12 00:34:07 main:574] : INFO : Epoch 1553 | loss: 0.0312175 | val_loss: 0.0312159 | Time: 1298.24 ms
[2022-04-12 00:34:08 main:574] : INFO : Epoch 1554 | loss: 0.031219 | val_loss: 0.0312173 | Time: 1198.27 ms
[2022-04-12 00:34:10 main:574] : INFO : Epoch 1555 | loss: 0.0312197 | val_loss: 0.0312154 | Time: 1258.04 ms
[2022-04-12 00:34:11 main:574] : INFO : Epoch 1556 | loss: 0.0312203 | val_loss: 0.0312172 | Time: 1347.4 ms
[2022-04-12 00:34:12 main:574] : INFO : Epoch 1557 | loss: 0.031218 | val_loss: 0.0312161 | Time: 1390.36 ms
[2022-04-12 00:34:14 main:574] : INFO : Epoch 1558 | loss: 0.0312179 | val_loss: 0.0312154 | Time: 1358.97 ms
[2022-04-12 00:34:15 main:574] : INFO : Epoch 1559 | loss: 0.0312189 | val_loss: 0.0312165 | Time: 1386.78 ms
[2022-04-12 00:34:17 main:574] : INFO : Epoch 1560 | loss: 0.0312192 | val_loss: 0.0312157 | Time: 1430.51 ms
[2022-04-12 00:34:18 main:574] : INFO : Epoch 1561 | loss: 0.031218 | val_loss: 0.0312215 | Time: 1356.56 ms
[2022-04-12 00:34:19 main:574] : INFO : Epoch 1562 | loss: 0.0312219 | val_loss: 0.0312159 | Time: 1389.94 ms
[2022-04-12 00:34:21 main:574] : INFO : Epoch 1563 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 1293.18 ms
[2022-04-12 00:34:22 main:574] : INFO : Epoch 1564 | loss: 0.031221 | val_loss: 0.0312232 | Time: 1356.49 ms
[2022-04-12 00:34:23 main:574] : INFO : Epoch 1565 | loss: 0.0312209 | val_loss: 0.0312182 | Time: 1289.46 ms
[2022-04-12 00:34:25 main:574] : INFO : Epoch 1566 | loss: 0.0312192 | val_loss: 0.0312183 | Time: 1312.28 ms
[2022-04-12 00:34:26 main:574] : INFO : Epoch 1567 | loss: 0.0312175 | val_loss: 0.0312149 | Time: 1320.99 ms
[2022-04-12 00:34:27 main:574] : INFO : Epoch 1568 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 1260.51 ms
[2022-04-12 00:34:29 main:574] : INFO : Epoch 1569 | loss: 0.0312196 | val_loss: 0.031219 | Time: 1321.73 ms
[2022-04-12 00:34:30 main:574] : INFO : Epoch 1570 | loss: 0.0312188 | val_loss: 0.0312159 | Time: 1232.2 ms
[2022-04-12 00:34:31 main:574] : INFO : Epoch 1571 | loss: 0.0312196 | val_loss: 0.0312162 | Time: 1342.84 ms
[2022-04-12 00:34:32 main:574] : INFO : Epoch 1572 | loss: 0.0312174 | val_loss: 0.0312155 | Time: 1224.32 ms
[2022-04-12 00:34:34 main:574] : INFO : Epoch 1573 | loss: 0.0312181 | val_loss: 0.0312178 | Time: 1318.27 ms
[2022-04-12 00:34:35 main:574] : INFO : Epoch 1574 | loss: 0.0312197 | val_loss: 0.0312192 | Time: 1409.16 ms
[2022-04-12 00:34:37 main:574] : INFO : Epoch 1575 | loss: 0.0312177 | val_loss: 0.031215 | Time: 1314.78 ms
[2022-04-12 00:34:38 main:574] : INFO : Epoch 1576 | loss: 0.0312185 | val_loss: 0.0312152 | Time: 1296.31 ms
[2022-04-12 00:34:39 main:574] : INFO : Epoch 1577 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 1293.93 ms
[2022-04-12 00:34:40 main:574] : INFO : Epoch 1578 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 1245.27 ms
[2022-04-12 00:34:42 main:574] : INFO : Epoch 1579 | loss: 0.031218 | val_loss: 0.0312159 | Time: 1355.82 ms
[2022-04-12 00:34:43 main:574] : INFO : Epoch 1580 | loss: 0.0312242 | val_loss: 0.0312198 | Time: 1239.95 ms
[2022-04-12 00:34:44 main:574] : INFO : Epoch 1581 | loss: 0.0312216 | val_loss: 0.0312198 | Time: 1334.76 ms
[2022-04-12 00:34:46 main:574] : INFO : Epoch 1582 | loss: 0.0312182 | val_loss: 0.0312158 | Time: 1299.16 ms
[2022-04-12 00:34:47 main:574] : INFO : Epoch 1583 | loss: 0.0312175 | val_loss: 0.0312156 | Time: 1360.68 ms
[2022-04-12 00:34:48 main:574] : INFO : Epoch 1584 | loss: 0.031218 | val_loss: 0.0312154 | Time: 1322.39 ms
[2022-04-12 00:34:50 main:574] : INFO : Epoch 1585 | loss: 0.0312175 | val_loss: 0.0312151 | Time: 1294.66 ms
[2022-04-12 00:34:51 main:574] : INFO : Epoch 1586 | loss: 0.0312191 | val_loss: 0.0312153 | Time: 1232.42 ms
[2022-04-12 00:34:52 main:574] : INFO : Epoch 1587 | loss: 0.031219 | val_loss: 0.0312152 | Time: 1284.33 ms
[2022-04-12 00:34:54 main:574] : INFO : Epoch 1588 | loss: 0.0312206 | val_loss: 0.0312147 | Time: 1350.56 ms
[2022-04-12 00:34:55 main:574] : INFO : Epoch 1589 | loss: 0.0312195 | val_loss: 0.0312149 | Time: 1322.94 ms
[2022-04-12 00:34:56 main:574] : INFO : Epoch 1590 | loss: 0.0312192 | val_loss: 0.0312164 | Time: 1298.5 ms
[2022-04-12 00:34:58 main:574] : INFO : Epoch 1591 | loss: 0.0312206 | val_loss: 0.0312168 | Time: 1348.09 ms
[2022-04-12 00:34:59 main:574] : INFO : Epoch 1592 | loss: 0.0312184 | val_loss: 0.0312178 | Time: 1291.91 ms
[2022-04-12 00:35:00 main:574] : INFO : Epoch 1593 | loss: 0.0312181 | val_loss: 0.0312176 | Time: 1330.3 ms
[2022-04-12 00:35:02 main:574] : INFO : Epoch 1594 | loss: 0.0312192 | val_loss: 0.0312169 | Time: 1287.29 ms
[2022-04-12 00:35:03 main:574] : INFO : Epoch 1595 | loss: 0.0312181 | val_loss: 0.0312159 | Time: 1227.19 ms
[2022-04-12 00:35:04 main:574] : INFO : Epoch 1596 | loss: 0.0312178 | val_loss: 0.0312157 | Time: 1331.46 ms
[2022-04-12 00:35:06 main:574] : INFO : Epoch 1597 | loss: 0.0312181 | val_loss: 0.0312182 | Time: 1294.47 ms
[2022-04-12 00:35:07 main:574] : INFO : Epoch 1598 | loss: 0.0312183 | val_loss: 0.0312149 | Time: 1279.44 ms
[2022-04-12 00:35:08 main:574] : INFO : Epoch 1599 | loss: 0.0312201 | val_loss: 0.0312163 | Time: 1295.31 ms
[2022-04-12 00:35:09 main:574] : INFO : Epoch 1600 | loss: 0.0312198 | val_loss: 0.0312194 | Time: 1286.49 ms
[2022-04-12 00:35:11 main:574] : INFO : Epoch 1601 | loss: 0.0312208 | val_loss: 0.0312159 | Time: 1352.79 ms
[2022-04-12 00:35:12 main:574] : INFO : Epoch 1602 | loss: 0.0312175 | val_loss: 0.0312147 | Time: 1230.97 ms
[2022-04-12 00:35:13 main:574] : INFO : Epoch 1603 | loss: 0.0312181 | val_loss: 0.0312161 | Time: 1296.49 ms
[2022-04-12 00:35:15 main:574] : INFO : Epoch 1604 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 1288.78 ms
[2022-04-12 00:35:16 main:574] : INFO : Epoch 1605 | loss: 0.0312183 | val_loss: 0.0312149 | Time: 1328.87 ms
[2022-04-12 00:35:17 main:574] : INFO : Epoch 1606 | loss: 0.0312181 | val_loss: 0.0312143 | Time: 1322.1 ms
[2022-04-12 00:35:19 main:574] : INFO : Epoch 1607 | loss: 0.0312182 | val_loss: 0.031219 | Time: 1245.54 ms
[2022-04-12 00:35:20 main:574] : INFO : Epoch 1608 | loss: 0.0312193 | val_loss: 0.0312151 | Time: 1303.8 ms
[2022-04-12 00:35:21 main:574] : INFO : Epoch 1609 | loss: 0.0312232 | val_loss: 0.0312234 | Time: 1312.16 ms
[2022-04-12 00:35:23 main:574] : INFO : Epoch 1610 | loss: 0.0312225 | val_loss: 0.0312209 | Time: 1356.42 ms
[2022-04-12 00:35:24 main:574] : INFO : Epoch 1611 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 1345.65 ms
[2022-04-12 00:35:25 main:574] : INFO : Epoch 1612 | loss: 0.0312191 | val_loss: 0.0312173 | Time: 1329.07 ms
[2022-04-12 00:35:27 main:574] : INFO : Epoch 1613 | loss: 0.0312182 | val_loss: 0.0312181 | Time: 1323.09 ms
[2022-04-12 00:35:28 main:574] : INFO : Epoch 1614 | loss: 0.0312183 | val_loss: 0.0312154 | Time: 1240.85 ms
[2022-04-12 00:35:29 main:574] : INFO : Epoch 1615 | loss: 0.031219 | val_loss: 0.0312148 | Time: 1282.72 ms
[2022-04-12 00:35:31 main:574] : INFO : Epoch 1616 | loss: 0.0312182 | val_loss: 0.0312143 | Time: 1301.3 ms
[2022-04-12 00:35:32 main:574] : INFO : Epoch 1617 | loss: 0.0312192 | val_loss: 0.0312204 | Time: 1308.36 ms
[2022-04-12 00:35:33 main:574] : INFO : Epoch 1618 | loss: 0.0312226 | val_loss: 0.031215 | Time: 1346.82 ms
[2022-04-12 00:35:35 main:574] : INFO : Epoch 1619 | loss: 0.0312173 | val_loss: 0.0312161 | Time: 1307.73 ms
[2022-04-12 00:35:36 main:574] : INFO : Epoch 1620 | loss: 0.0312172 | val_loss: 0.0312147 | Time: 1280.03 ms
[2022-04-12 00:35:37 main:574] : INFO : Epoch 1621 | loss: 0.0312186 | val_loss: 0.0312166 | Time: 1325.05 ms
[2022-04-12 00:35:39 main:574] : INFO : Epoch 1622 | loss: 0.031218 | val_loss: 0.0312163 | Time: 1307.78 ms
[2022-04-12 00:35:40 main:574] : INFO : Epoch 1623 | loss: 0.0312179 | val_loss: 0.0312151 | Time: 1356.09 ms
[2022-04-12 00:35:41 main:574] : INFO : Epoch 1624 | loss: 0.0312174 | val_loss: 0.0312146 | Time: 1244.82 ms
[2022-04-12 00:35:42 main:574] : INFO : Epoch 1625 | loss: 0.0312175 | val_loss: 0.0312188 | Time: 1295.26 ms
[2022-04-12 00:35:44 main:574] : INFO : Epoch 1626 | loss: 0.0312204 | val_loss: 0.0312165 | Time: 1360.49 ms
[2022-04-12 00:35:45 main:574] : INFO : Epoch 1627 | loss: 0.0312205 | val_loss: 0.031216 | Time: 1368.38 ms
[2022-04-12 00:35:47 main:574] : INFO : Epoch 1628 | loss: 0.0312181 | val_loss: 0.0312167 | Time: 1303.38 ms
[2022-04-12 00:35:48 main:574] : INFO : Epoch 1629 | loss: 0.0312193 | val_loss: 0.0312156 | Time: 1369.32 ms
[2022-04-12 00:35:49 main:574] : INFO : Epoch 1630 | loss: 0.0312177 | val_loss: 0.0312163 | Time: 1296.09 ms
[2022-04-12 00:35:50 main:574] : INFO : Epoch 1631 | loss: 0.0312185 | val_loss: 0.0312152 | Time: 1243.39 ms
[2022-04-12 00:35:52 main:574] : INFO : Epoch 1632 | loss: 0.0312181 | val_loss: 0.0312169 | Time: 1345.39 ms
[2022-04-12 00:35:53 main:574] : INFO : Epoch 1633 | loss: 0.0312192 | val_loss: 0.0312145 | Time: 1296.15 ms
[2022-04-12 00:35:54 main:574] : INFO : Epoch 1634 | loss: 0.0312207 | val_loss: 0.0312269 | Time: 1267.84 ms
[2022-04-12 00:35:56 main:574] : INFO : Epoch 1635 | loss: 0.0312202 | val_loss: 0.0312158 | Time: 1289.57 ms
[2022-04-12 00:35:57 main:574] : INFO : Epoch 1636 | loss: 0.0312174 | val_loss: 0.0312148 | Time: 1361.12 ms
[2022-04-12 00:35:58 main:574] : INFO : Epoch 1637 | loss: 0.031218 | val_loss: 0.0312171 | Time: 1265.28 ms
[2022-04-12 00:36:00 main:574] : INFO : Epoch 1638 | loss: 0.0312193 | val_loss: 0.031216 | Time: 1321.19 ms
[2022-04-12 00:36:01 main:574] : INFO : Epoch 1639 | loss: 0.0312197 | val_loss: 0.0312149 | Time: 1343.46 ms
[2022-04-12 00:36:02 main:574] : INFO : Epoch 1640 | loss: 0.0312206 | val_loss: 0.0312168 | Time: 1376.2 ms
[2022-04-12 00:36:04 main:574] : INFO : Epoch 1641 | loss: 0.0312207 | val_loss: 0.0312161 | Time: 1285.45 ms
[2022-04-12 00:36:05 main:574] : INFO : Epoch 1642 | loss: 0.0312194 | val_loss: 0.0312154 | Time: 1323.5 ms
[2022-04-12 00:36:06 main:574] : INFO : Epoch 1643 | loss: 0.0312196 | val_loss: 0.0312184 | Time: 1319.63 ms
[2022-04-12 00:36:08 main:574] : INFO : Epoch 1644 | loss: 0.0312182 | val_loss: 0.0312157 | Time: 1273.04 ms
[2022-04-12 00:36:09 main:574] : INFO : Epoch 1645 | loss: 0.0312179 | val_loss: 0.031215 | Time: 1364.83 ms
[2022-04-12 00:36:10 main:574] : INFO : Epoch 1646 | loss: 0.0312196 | val_loss: 0.0312166 | Time: 1317.76 ms
[2022-04-12 00:36:12 main:574] : INFO : Epoch 1647 | loss: 0.0312195 | val_loss: 0.031216 | Time: 1296.77 ms
[2022-04-12 00:36:13 main:574] : INFO : Epoch 1648 | loss: 0.0312179 | val_loss: 0.0312153 | Time: 1342.64 ms
[2022-04-12 00:36:14 main:574] : INFO : Epoch 1649 | loss: 0.0312171 | val_loss: 0.0312167 | Time: 1248.59 ms
[2022-04-12 00:36:16 main:574] : INFO : Epoch 1650 | loss: 0.0312186 | val_loss: 0.0312155 | Time: 1335.68 ms
[2022-04-12 00:36:17 main:574] : INFO : Epoch 1651 | loss: 0.0312182 | val_loss: 0.0312149 | Time: 1246.05 ms
[2022-04-12 00:36:18 main:574] : INFO : Epoch 1652 | loss: 0.0312209 | val_loss: 0.0312157 | Time: 1260.76 ms
[2022-04-12 00:36:20 main:574] : INFO : Epoch 1653 | loss: 0.031222 | val_loss: 0.0312174 | Time: 1286.22 ms
[2022-04-12 00:36:21 main:574] : INFO : Epoch 1654 | loss: 0.0312218 | val_loss: 0.0312175 | Time: 1283 ms
[2022-04-12 00:36:22 main:574] : INFO : Epoch 1655 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 1349.97 ms
[2022-04-12 00:36:23 main:574] : INFO : Epoch 1656 | loss: 0.0312193 | val_loss: 0.0312156 | Time: 1291.75 ms
[2022-04-12 00:36:25 main:574] : INFO : Epoch 1657 | loss: 0.0312198 | val_loss: 0.0312169 | Time: 1304.1 ms
[2022-04-12 00:36:26 main:574] : INFO : Epoch 1658 | loss: 0.031221 | val_loss: 0.03122 | Time: 1322.83 ms
[2022-04-12 00:36:27 main:574] : INFO : Epoch 1659 | loss: 0.0312186 | val_loss: 0.0312217 | Time: 1256.49 ms
[2022-04-12 00:36:29 main:574] : INFO : Epoch 1660 | loss: 0.0312192 | val_loss: 0.0312289 | Time: 1264.81 ms
[2022-04-12 00:36:30 main:574] : INFO : Epoch 1661 | loss: 0.0312244 | val_loss: 0.0312183 | Time: 1278.03 ms
[2022-04-12 00:36:31 main:574] : INFO : Epoch 1662 | loss: 0.0312247 | val_loss: 0.0312174 | Time: 1327.75 ms
[2022-04-12 00:36:33 main:574] : INFO : Epoch 1663 | loss: 0.0312189 | val_loss: 0.0312169 | Time: 1358.11 ms
[2022-04-12 00:36:34 main:574] : INFO : Epoch 1664 | loss: 0.0312189 | val_loss: 0.0312158 | Time: 1343.46 ms
[2022-04-12 00:36:35 main:574] : INFO : Epoch 1665 | loss: 0.0312174 | val_loss: 0.0312171 | Time: 1292.6 ms
[2022-04-12 00:36:37 main:574] : INFO : Epoch 1666 | loss: 0.0312189 | val_loss: 0.0312159 | Time: 1266.97 ms
[2022-04-12 00:36:38 main:574] : INFO : Epoch 1667 | loss: 0.0312188 | val_loss: 0.0312144 | Time: 1301.85 ms
[2022-04-12 00:36:39 main:574] : INFO : Epoch 1668 | loss: 0.0312185 | val_loss: 0.0312192 | Time: 1316.11 ms
[2022-04-12 00:36:41 main:574] : INFO : Epoch 1669 | loss: 0.0312192 | val_loss: 0.0312166 | Time: 1273.34 ms
[2022-04-12 00:36:42 main:574] : INFO : Epoch 1670 | loss: 0.0312192 | val_loss: 0.0312182 | Time: 1279.99 ms
[2022-04-12 00:36:43 main:574] : INFO : Epoch 1671 | loss: 0.0312174 | val_loss: 0.0312148 | Time: 1283.37 ms
[2022-04-12 00:36:45 main:574] : INFO : Epoch 1672 | loss: 0.0312172 | val_loss: 0.0312142 | Time: 1331.6 ms
[2022-04-12 00:36:46 main:574] : INFO : Epoch 1673 | loss: 0.0312184 | val_loss: 0.0312161 | Time: 1323.75 ms
[2022-04-12 00:36:47 main:574] : INFO : Epoch 1674 | loss: 0.0312168 | val_loss: 0.0312144 | Time: 1361.17 ms
[2022-04-12 00:36:48 main:574] : INFO : Epoch 1675 | loss: 0.0312178 | val_loss: 0.0312163 | Time: 1264.38 ms
[2022-04-12 00:36:50 main:574] : INFO : Epoch 1676 | loss: 0.0312184 | val_loss: 0.0312185 | Time: 1290.04 ms
[2022-04-12 00:36:51 main:574] : INFO : Epoch 1677 | loss: 0.0312185 | val_loss: 0.031217 | Time: 1300.96 ms
[2022-04-12 00:36:52 main:574] : INFO : Epoch 1678 | loss: 0.0312177 | val_loss: 0.0312184 | Time: 1293.48 ms
[2022-04-12 00:36:54 main:574] : INFO : Epoch 1679 | loss: 0.031217 | val_loss: 0.0312147 | Time: 1336 ms
[2022-04-12 00:36:55 main:574] : INFO : Epoch 1680 | loss: 0.0312179 | val_loss: 0.03122 | Time: 1297.69 ms
[2022-04-12 00:36:56 main:574] : INFO : Epoch 1681 | loss: 0.0312213 | val_loss: 0.0312156 | Time: 1340.71 ms
[2022-04-12 00:36:58 main:574] : INFO : Epoch 1682 | loss: 0.0312205 | val_loss: 0.0312209 | Time: 1421.6 ms
[2022-04-12 00:36:59 main:574] : INFO : Epoch 1683 | loss: 0.0312177 | val_loss: 0.0312171 | Time: 1361.32 ms
[2022-04-12 00:37:00 main:574] : INFO : Epoch 1684 | loss: 0.0312198 | val_loss: 0.031216 | Time: 1248.56 ms
[2022-04-12 00:37:02 main:574] : INFO : Epoch 1685 | loss: 0.0312177 | val_loss: 0.0312164 | Time: 1280.48 ms
[2022-04-12 00:37:03 main:574] : INFO : Epoch 1686 | loss: 0.0312185 | val_loss: 0.031222 | Time: 1239.03 ms
[2022-04-12 00:37:04 main:574] : INFO : Epoch 1687 | loss: 0.0312196 | val_loss: 0.0312148 | Time: 1219.95 ms
[2022-04-12 00:37:06 main:574] : INFO : Epoch 1688 | loss: 0.0312169 | val_loss: 0.0312161 | Time: 1276.65 ms
[2022-04-12 00:37:07 main:574] : INFO : Epoch 1689 | loss: 0.0312172 | val_loss: 0.0312161 | Time: 1395.38 ms
[2022-04-12 00:37:08 main:574] : INFO : Epoch 1690 | loss: 0.0312175 | val_loss: 0.0312149 | Time: 1335.22 ms
[2022-04-12 00:37:10 main:574] : INFO : Epoch 1691 | loss: 0.0312189 | val_loss: 0.0312147 | Time: 1295.05 ms
[2022-04-12 00:37:11 main:574] : INFO : Epoch 1692 | loss: 0.0312193 | val_loss: 0.0312172 | Time: 1237.71 ms
[2022-04-12 00:37:12 main:574] : INFO : Epoch 1693 | loss: 0.0312194 | val_loss: 0.031215 | Time: 1319.67 ms
[2022-04-12 00:37:14 main:574] : INFO : Epoch 1694 | loss: 0.0312178 | val_loss: 0.0312151 | Time: 1309.99 ms
[2022-04-12 00:37:15 main:574] : INFO : Epoch 1695 | loss: 0.0312193 | val_loss: 0.0312173 | Time: 1227.93 ms
[2022-04-12 00:37:16 main:574] : INFO : Epoch 1696 | loss: 0.0312175 | val_loss: 0.0312148 | Time: 1258.41 ms
[2022-04-12 00:37:17 main:574] : INFO : Epoch 1697 | loss: 0.0312185 | val_loss: 0.0312152 | Time: 1347.9 ms
[2022-04-12 00:37:19 main:574] : INFO : Epoch 1698 | loss: 0.0312177 | val_loss: 0.0312153 | Time: 1320.41 ms
[2022-04-12 00:37:20 main:574] : INFO : Epoch 1699 | loss: 0.03122 | val_loss: 0.0312193 | Time: 1289.21 ms
[2022-04-12 00:37:21 main:574] : INFO : Epoch 1700 | loss: 0.0312177 | val_loss: 0.0312164 | Time: 1322.51 ms
[2022-04-12 00:37:23 main:574] : INFO : Epoch 1701 | loss: 0.0312187 | val_loss: 0.031215 | Time: 1257.28 ms
[2022-04-12 00:37:24 main:574] : INFO : Epoch 1702 | loss: 0.0312177 | val_loss: 0.0312153 | Time: 1316.81 ms
[2022-04-12 00:37:25 main:574] : INFO : Epoch 1703 | loss: 0.0312179 | val_loss: 0.0312143 | Time: 1321.77 ms
[2022-04-12 00:37:27 main:574] : INFO : Epoch 1704 | loss: 0.031218 | val_loss: 0.0312142 | Time: 1273.66 ms
[2022-04-12 00:37:28 main:574] : INFO : Epoch 1705 | loss: 0.0312168 | val_loss: 0.0312146 | Time: 1291.21 ms
[2022-04-12 00:37:29 main:574] : INFO : Epoch 1706 | loss: 0.0312176 | val_loss: 0.0312176 | Time: 1248.1 ms
[2022-04-12 00:37:31 main:574] : INFO : Epoch 1707 | loss: 0.0312184 | val_loss: 0.0312178 | Time: 1348.55 ms
[2022-04-12 00:37:32 main:574] : INFO : Epoch 1708 | loss: 0.0312175 | val_loss: 0.0312149 | Time: 1314.14 ms
[2022-04-12 00:37:33 main:574] : INFO : Epoch 1709 | loss: 0.0312179 | val_loss: 0.0312151 | Time: 1274.09 ms
[2022-04-12 00:37:34 main:574] : INFO : Epoch 1710 | loss: 0.0312173 | val_loss: 0.0312162 | Time: 1278.3 ms
[2022-04-12 00:37:36 main:574] : INFO : Epoch 1711 | loss: 0.0312173 | val_loss: 0.0312177 | Time: 1280.12 ms
[2022-04-12 00:37:37 main:574] : INFO : Epoch 1712 | loss: 0.0312182 | val_loss: 0.0312143 | Time: 1343.14 ms
[2022-04-12 00:37:38 main:574] : INFO : Epoch 1713 | loss: 0.0312172 | val_loss: 0.0312155 | Time: 1355.66 ms
[2022-04-12 00:37:40 main:574] : INFO : Epoch 1714 | loss: 0.0312182 | val_loss: 0.0312145 | Time: 1259.78 ms
[2022-04-12 00:37:41 main:574] : INFO : Epoch 1715 | loss: 0.0312172 | val_loss: 0.0312162 | Time: 1252.38 ms
[2022-04-12 00:37:42 main:574] : INFO : Epoch 1716 | loss: 0.0312196 | val_loss: 0.0312138 | Time: 1300.74 ms
[2022-04-12 00:37:44 main:574] : INFO : Epoch 1717 | loss: 0.031217 | val_loss: 0.0312153 | Time: 1263.38 ms
[2022-04-12 00:37:45 main:574] : INFO : Epoch 1718 | loss: 0.0312191 | val_loss: 0.0312163 | Time: 1319.12 ms
[2022-04-12 00:37:46 main:574] : INFO : Epoch 1719 | loss: 0.0312181 | val_loss: 0.0312161 | Time: 1237.48 ms
[2022-04-12 00:37:48 main:574] : INFO : Epoch 1720 | loss: 0.0312172 | val_loss: 0.031215 | Time: 1331.32 ms
[2022-04-12 00:37:49 main:574] : INFO : Epoch 1721 | loss: 0.0312177 | val_loss: 0.0312172 | Time: 1330.79 ms
[2022-04-12 00:37:50 main:574] : INFO : Epoch 1722 | loss: 0.0312173 | val_loss: 0.0312188 | Time: 1348.69 ms
[2022-04-12 00:37:52 main:574] : INFO : Epoch 1723 | loss: 0.0312185 | val_loss: 0.0312162 | Time: 1308.88 ms
[2022-04-12 00:37:53 main:574] : INFO : Epoch 1724 | loss: 0.0312183 | val_loss: 0.0312158 | Time: 1226.79 ms
[2022-04-12 00:37:54 main:574] : INFO : Epoch 1725 | loss: 0.0312169 | val_loss: 0.0312156 | Time: 1292.09 ms
[2022-04-12 00:37:55 main:574] : INFO : Epoch 1726 | loss: 0.0312173 | val_loss: 0.0312156 | Time: 1279.15 ms
[2022-04-12 00:37:57 main:574] : INFO : Epoch 1727 | loss: 0.0312173 | val_loss: 0.0312143 | Time: 1251.15 ms
[2022-04-12 00:37:58 main:574] : INFO : Epoch 1728 | loss: 0.0312181 | val_loss: 0.0312146 | Time: 1317.49 ms
[2022-04-12 00:37:59 main:574] : INFO : Epoch 1729 | loss: 0.0312169 | val_loss: 0.0312139 | Time: 1413.08 ms
[2022-04-12 00:38:01 main:574] : INFO : Epoch 1730 | loss: 0.031217 | val_loss: 0.0312153 | Time: 1452.04 ms
[2022-04-12 00:38:02 main:574] : INFO : Epoch 1731 | loss: 0.0312167 | val_loss: 0.0312155 | Time: 1263.89 ms
[2022-04-12 00:38:03 main:574] : INFO : Epoch 1732 | loss: 0.0312178 | val_loss: 0.0312155 | Time: 1237.7 ms
[2022-04-12 00:38:05 main:574] : INFO : Epoch 1733 | loss: 0.0312178 | val_loss: 0.031215 | Time: 1294.41 ms
[2022-04-12 00:38:06 main:574] : INFO : Epoch 1734 | loss: 0.0312175 | val_loss: 0.0312142 | Time: 1259.68 ms
[2022-04-12 00:38:07 main:574] : INFO : Epoch 1735 | loss: 0.0312169 | val_loss: 0.0312149 | Time: 1280.33 ms
[2022-04-12 00:38:09 main:574] : INFO : Epoch 1736 | loss: 0.0312161 | val_loss: 0.0312141 | Time: 1294.1 ms
[2022-04-12 00:38:10 main:574] : INFO : Epoch 1737 | loss: 0.0312172 | val_loss: 0.0312201 | Time: 1302.32 ms
[2022-04-12 00:38:11 main:574] : INFO : Epoch 1738 | loss: 0.0312228 | val_loss: 0.0312176 | Time: 1327.4 ms
[2022-04-12 00:38:13 main:574] : INFO : Epoch 1739 | loss: 0.0312169 | val_loss: 0.0312147 | Time: 1333.49 ms
[2022-04-12 00:38:14 main:574] : INFO : Epoch 1740 | loss: 0.0312164 | val_loss: 0.0312153 | Time: 1295.28 ms
[2022-04-12 00:38:15 main:574] : INFO : Epoch 1741 | loss: 0.0312165 | val_loss: 0.0312149 | Time: 1377.5 ms
[2022-04-12 00:38:17 main:574] : INFO : Epoch 1742 | loss: 0.0312193 | val_loss: 0.0312149 | Time: 1357.58 ms
[2022-04-12 00:38:18 main:574] : INFO : Epoch 1743 | loss: 0.0312176 | val_loss: 0.0312145 | Time: 1313.8 ms
[2022-04-12 00:38:19 main:574] : INFO : Epoch 1744 | loss: 0.0312165 | val_loss: 0.0312191 | Time: 1327.45 ms
[2022-04-12 00:38:21 main:574] : INFO : Epoch 1745 | loss: 0.0312197 | val_loss: 0.0312155 | Time: 1259.1 ms
[2022-04-12 00:38:22 main:574] : INFO : Epoch 1746 | loss: 0.0312198 | val_loss: 0.031217 | Time: 1274.84 ms
[2022-04-12 00:38:23 main:574] : INFO : Epoch 1747 | loss: 0.0312199 | val_loss: 0.0312163 | Time: 1342.91 ms
[2022-04-12 00:38:25 main:574] : INFO : Epoch 1748 | loss: 0.0312195 | val_loss: 0.031217 | Time: 1349.03 ms
[2022-04-12 00:38:26 main:574] : INFO : Epoch 1749 | loss: 0.031218 | val_loss: 0.0312193 | Time: 1374.99 ms
[2022-04-12 00:38:27 main:574] : INFO : Epoch 1750 | loss: 0.0312184 | val_loss: 0.0312195 | Time: 1384.48 ms
[2022-04-12 00:38:29 main:574] : INFO : Epoch 1751 | loss: 0.0312201 | val_loss: 0.0312193 | Time: 1309.63 ms
[2022-04-12 00:38:30 main:574] : INFO : Epoch 1752 | loss: 0.0312191 | val_loss: 0.0312193 | Time: 1358.66 ms
[2022-04-12 00:38:31 main:574] : INFO : Epoch 1753 | loss: 0.0312184 | val_loss: 0.0312201 | Time: 1329.42 ms
[2022-04-12 00:38:33 main:574] : INFO : Epoch 1754 | loss: 0.03122 | val_loss: 0.0312155 | Time: 1357.34 ms
[2022-04-12 00:38:34 main:574] : INFO : Epoch 1755 | loss: 0.0312191 | val_loss: 0.0312169 | Time: 1348.21 ms
[2022-04-12 00:38:35 main:574] : INFO : Epoch 1756 | loss: 0.0312176 | val_loss: 0.0312136 | Time: 1273.09 ms
[2022-04-12 00:38:37 main:574] : INFO : Epoch 1757 | loss: 0.0312167 | val_loss: 0.0312147 | Time: 1278.08 ms
[2022-04-12 00:38:38 main:574] : INFO : Epoch 1758 | loss: 0.0312167 | val_loss: 0.0312152 | Time: 1371.85 ms
[2022-04-12 00:38:39 main:574] : INFO : Epoch 1759 | loss: 0.031218 | val_loss: 0.0312198 | Time: 1256.51 ms
[2022-04-12 00:38:41 main:574] : INFO : Epoch 1760 | loss: 0.0312179 | val_loss: 0.0312144 | Time: 1359.86 ms
[2022-04-12 00:38:42 main:574] : INFO : Epoch 1761 | loss: 0.0312171 | val_loss: 0.0312138 | Time: 1288.75 ms
[2022-04-12 00:38:43 main:574] : INFO : Epoch 1762 | loss: 0.0312175 | val_loss: 0.031219 | Time: 1398.63 ms
[2022-04-12 00:38:45 main:574] : INFO : Epoch 1763 | loss: 0.0312186 | val_loss: 0.0312173 | Time: 1327.53 ms
[2022-04-12 00:38:46 main:574] : INFO : Epoch 1764 | loss: 0.0312185 | val_loss: 0.0312174 | Time: 1296.36 ms
[2022-04-12 00:38:47 main:574] : INFO : Epoch 1765 | loss: 0.0312168 | val_loss: 0.0312144 | Time: 1271.18 ms
[2022-04-12 00:38:49 main:574] : INFO : Epoch 1766 | loss: 0.0312168 | val_loss: 0.0312143 | Time: 1330.63 ms
[2022-04-12 00:38:50 main:574] : INFO : Epoch 1767 | loss: 0.031216 | val_loss: 0.0312142 | Time: 1290.13 ms
[2022-04-12 00:38:51 main:574] : INFO : Epoch 1768 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 1315.52 ms
[2022-04-12 00:38:53 main:574] : INFO : Epoch 1769 | loss: 0.0312167 | val_loss: 0.0312138 | Time: 1276.65 ms
[2022-04-12 00:38:54 main:574] : INFO : Epoch 1770 | loss: 0.031218 | val_loss: 0.0312163 | Time: 1289.96 ms
[2022-04-12 00:38:55 main:574] : INFO : Epoch 1771 | loss: 0.0312182 | val_loss: 0.0312148 | Time: 1298.16 ms
[2022-04-12 00:38:57 main:574] : INFO : Epoch 1772 | loss: 0.0312158 | val_loss: 0.031217 | Time: 1230.12 ms
[2022-04-12 00:38:58 main:574] : INFO : Epoch 1773 | loss: 0.031217 | val_loss: 0.0312166 | Time: 1347.27 ms
[2022-04-12 00:38:59 main:574] : INFO : Epoch 1774 | loss: 0.0312169 | val_loss: 0.0312147 | Time: 1341.58 ms
[2022-04-12 00:39:01 main:574] : INFO : Epoch 1775 | loss: 0.0312175 | val_loss: 0.031214 | Time: 1275.33 ms
[2022-04-12 00:39:02 main:574] : INFO : Epoch 1776 | loss: 0.0312161 | val_loss: 0.0312139 | Time: 1387.03 ms
[2022-04-12 00:39:03 main:574] : INFO : Epoch 1777 | loss: 0.0312185 | val_loss: 0.0312182 | Time: 1357.2 ms
[2022-04-12 00:39:05 main:574] : INFO : Epoch 1778 | loss: 0.0312181 | val_loss: 0.0312136 | Time: 1318.54 ms
[2022-04-12 00:39:06 main:574] : INFO : Epoch 1779 | loss: 0.0312195 | val_loss: 0.0312162 | Time: 1306.56 ms
[2022-04-12 00:39:07 main:574] : INFO : Epoch 1780 | loss: 0.0312173 | val_loss: 0.0312146 | Time: 1228.16 ms
[2022-04-12 00:39:09 main:574] : INFO : Epoch 1781 | loss: 0.0312166 | val_loss: 0.0312177 | Time: 1277.2 ms
[2022-04-12 00:39:10 main:574] : INFO : Epoch 1782 | loss: 0.0312193 | val_loss: 0.0312146 | Time: 1274.98 ms
[2022-04-12 00:39:11 main:574] : INFO : Epoch 1783 | loss: 0.0312173 | val_loss: 0.0312217 | Time: 1259.89 ms
[2022-04-12 00:39:12 main:574] : INFO : Epoch 1784 | loss: 0.0312203 | val_loss: 0.0312195 | Time: 1265.44 ms
[2022-04-12 00:39:14 main:574] : INFO : Epoch 1785 | loss: 0.0312186 | val_loss: 0.0312137 | Time: 1283.19 ms
[2022-04-12 00:39:15 main:574] : INFO : Epoch 1786 | loss: 0.0312164 | val_loss: 0.0312161 | Time: 1342.78 ms
[2022-04-12 00:39:16 main:574] : INFO : Epoch 1787 | loss: 0.0312165 | val_loss: 0.0312138 | Time: 1334.58 ms
[2022-04-12 00:39:18 main:574] : INFO : Epoch 1788 | loss: 0.0312172 | val_loss: 0.0312136 | Time: 1285.17 ms
[2022-04-12 00:39:19 main:574] : INFO : Epoch 1789 | loss: 0.031217 | val_loss: 0.0312137 | Time: 1316.74 ms
[2022-04-12 00:39:20 main:574] : INFO : Epoch 1790 | loss: 0.0312161 | val_loss: 0.031216 | Time: 1349.39 ms
[2022-04-12 00:39:22 main:574] : INFO : Epoch 1791 | loss: 0.0312165 | val_loss: 0.0312141 | Time: 1320.94 ms
[2022-04-12 00:39:23 main:574] : INFO : Epoch 1792 | loss: 0.0312168 | val_loss: 0.0312134 | Time: 1314.57 ms
[2022-04-12 00:39:24 main:574] : INFO : Epoch 1793 | loss: 0.0312192 | val_loss: 0.031219 | Time: 1309.95 ms
[2022-04-12 00:39:26 main:574] : INFO : Epoch 1794 | loss: 0.0312179 | val_loss: 0.0312209 | Time: 1214.76 ms
[2022-04-12 00:39:27 main:574] : INFO : Epoch 1795 | loss: 0.0312182 | val_loss: 0.0312139 | Time: 1316.87 ms
[2022-04-12 00:39:28 main:574] : INFO : Epoch 1796 | loss: 0.0312168 | val_loss: 0.0312158 | Time: 1265.15 ms
[2022-04-12 00:39:30 main:574] : INFO : Epoch 1797 | loss: 0.0312179 | val_loss: 0.0312139 | Time: 1222.39 ms
[2022-04-12 00:39:31 main:574] : INFO : Epoch 1798 | loss: 0.0312158 | val_loss: 0.0312182 | Time: 1273.38 ms
[2022-04-12 00:39:32 main:574] : INFO : Epoch 1799 | loss: 0.0312182 | val_loss: 0.031221 | Time: 1283.8 ms
[2022-04-12 00:39:33 main:574] : INFO : Epoch 1800 | loss: 0.0312189 | val_loss: 0.0312146 | Time: 1276.96 ms
[2022-04-12 00:39:35 main:574] : INFO : Epoch 1801 | loss: 0.0312176 | val_loss: 0.031214 | Time: 1285.68 ms
[2022-04-12 00:39:36 main:574] : INFO : Epoch 1802 | loss: 0.0312157 | val_loss: 0.0312138 | Time: 1307.23 ms
[2022-04-12 00:39:37 main:574] : INFO : Epoch 1803 | loss: 0.0312164 | val_loss: 0.0312206 | Time: 1333.43 ms
[2022-04-12 00:39:39 main:574] : INFO : Epoch 1804 | loss: 0.0312178 | val_loss: 0.0312142 | Time: 1362.48 ms
[2022-04-12 00:39:40 main:574] : INFO : Epoch 1805 | loss: 0.0312165 | val_loss: 0.0312191 | Time: 1270.53 ms
[2022-04-12 00:39:41 main:574] : INFO : Epoch 1806 | loss: 0.031217 | val_loss: 0.0312142 | Time: 1317.92 ms
[2022-04-12 00:39:43 main:574] : INFO : Epoch 1807 | loss: 0.0312182 | val_loss: 0.0312178 | Time: 1337.87 ms
[2022-04-12 00:39:44 main:574] : INFO : Epoch 1808 | loss: 0.0312182 | val_loss: 0.0312171 | Time: 1316.51 ms
[2022-04-12 00:39:45 main:574] : INFO : Epoch 1809 | loss: 0.031217 | val_loss: 0.0312173 | Time: 1320.86 ms
[2022-04-12 00:39:47 main:574] : INFO : Epoch 1810 | loss: 0.0312205 | val_loss: 0.0312137 | Time: 1316.56 ms
[2022-04-12 00:39:48 main:574] : INFO : Epoch 1811 | loss: 0.0312162 | val_loss: 0.0312164 | Time: 1319.12 ms
[2022-04-12 00:39:49 main:574] : INFO : Epoch 1812 | loss: 0.0312166 | val_loss: 0.0312135 | Time: 1325.32 ms
[2022-04-12 00:39:51 main:574] : INFO : Epoch 1813 | loss: 0.031216 | val_loss: 0.031214 | Time: 1330.02 ms
[2022-04-12 00:39:52 main:574] : INFO : Epoch 1814 | loss: 0.0312158 | val_loss: 0.0312141 | Time: 1295 ms
[2022-04-12 00:39:53 main:574] : INFO : Epoch 1815 | loss: 0.0312162 | val_loss: 0.0312136 | Time: 1230.46 ms
[2022-04-12 00:39:55 main:574] : INFO : Epoch 1816 | loss: 0.0312161 | val_loss: 0.0312144 | Time: 1299.62 ms
[2022-04-12 00:39:56 main:574] : INFO : Epoch 1817 | loss: 0.0312165 | val_loss: 0.0312133 | Time: 1307.1 ms
[2022-04-12 00:39:57 main:574] : INFO : Epoch 1818 | loss: 0.0312156 | val_loss: 0.0312138 | Time: 1298.52 ms
[2022-04-12 00:39:59 main:574] : INFO : Epoch 1819 | loss: 0.0312166 | val_loss: 0.0312158 | Time: 1268.76 ms
[2022-04-12 00:40:00 main:574] : INFO : Epoch 1820 | loss: 0.0312163 | val_loss: 0.0312135 | Time: 1309.59 ms
[2022-04-12 00:40:01 main:574] : INFO : Epoch 1821 | loss: 0.0312153 | val_loss: 0.0312145 | Time: 1596.53 ms
[2022-04-12 00:40:03 main:574] : INFO : Epoch 1822 | loss: 0.0312155 | val_loss: 0.0312157 | Time: 1401.07 ms
[2022-04-12 00:40:04 main:574] : INFO : Epoch 1823 | loss: 0.0312166 | val_loss: 0.0312135 | Time: 1309.51 ms
[2022-04-12 00:40:06 main:574] : INFO : Epoch 1824 | loss: 0.0312176 | val_loss: 0.0312142 | Time: 1407.49 ms
[2022-04-12 00:40:07 main:574] : INFO : Epoch 1825 | loss: 0.0312169 | val_loss: 0.0312131 | Time: 1508.58 ms
[2022-04-12 00:40:09 main:574] : INFO : Epoch 1826 | loss: 0.0312157 | val_loss: 0.0312144 | Time: 1505.69 ms
[2022-04-12 00:40:10 main:574] : INFO : Epoch 1827 | loss: 0.0312162 | val_loss: 0.031215 | Time: 1512.73 ms
[2022-04-12 00:40:12 main:574] : INFO : Epoch 1828 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 1505.92 ms
[2022-04-12 00:40:13 main:574] : INFO : Epoch 1829 | loss: 0.0312162 | val_loss: 0.0312129 | Time: 1526.05 ms
[2022-04-12 00:40:15 main:574] : INFO : Epoch 1830 | loss: 0.0312164 | val_loss: 0.0312145 | Time: 1569.7 ms
[2022-04-12 00:40:16 main:574] : INFO : Epoch 1831 | loss: 0.0312153 | val_loss: 0.0312131 | Time: 1482.34 ms
[2022-04-12 00:40:18 main:574] : INFO : Epoch 1832 | loss: 0.0312152 | val_loss: 0.0312152 | Time: 1421.97 ms
[2022-04-12 00:40:19 main:574] : INFO : Epoch 1833 | loss: 0.0312173 | val_loss: 0.0312163 | Time: 1411.44 ms
[2022-04-12 00:40:21 main:574] : INFO : Epoch 1834 | loss: 0.0312175 | val_loss: 0.0312148 | Time: 1328.17 ms
[2022-04-12 00:40:22 main:574] : INFO : Epoch 1835 | loss: 0.0312157 | val_loss: 0.0312134 | Time: 1264.16 ms
[2022-04-12 00:40:23 main:574] : INFO : Epoch 1836 | loss: 0.0312148 | val_loss: 0.0312128 | Time: 1438.78 ms
[2022-04-12 00:40:25 main:574] : INFO : Epoch 1837 | loss: 0.0312167 | val_loss: 0.0312238 | Time: 1361.66 ms
[2022-04-12 00:40:26 main:574] : INFO : Epoch 1838 | loss: 0.0312185 | val_loss: 0.0312148 | Time: 1408.54 ms
[2022-04-12 00:40:28 main:574] : INFO : Epoch 1839 | loss: 0.0312157 | val_loss: 0.0312138 | Time: 1354.09 ms
[2022-04-12 00:40:29 main:574] : INFO : Epoch 1840 | loss: 0.0312155 | val_loss: 0.031215 | Time: 1488.32 ms
[2022-04-12 00:40:30 main:574] : INFO : Epoch 1841 | loss: 0.0312168 | val_loss: 0.0312222 | Time: 1402.09 ms
[2022-04-12 00:40:32 main:574] : INFO : Epoch 1842 | loss: 0.0312165 | val_loss: 0.0312153 | Time: 1516.48 ms
[2022-04-12 00:40:33 main:574] : INFO : Epoch 1843 | loss: 0.0312159 | val_loss: 0.0312168 | Time: 1403.56 ms
[2022-04-12 00:40:35 main:574] : INFO : Epoch 1844 | loss: 0.0312161 | val_loss: 0.0312135 | Time: 1401.66 ms
[2022-04-12 00:40:36 main:574] : INFO : Epoch 1845 | loss: 0.0312157 | val_loss: 0.0312133 | Time: 1367.71 ms
[2022-04-12 00:40:38 main:574] : INFO : Epoch 1846 | loss: 0.0312164 | val_loss: 0.0312145 | Time: 1424.52 ms
[2022-04-12 00:40:39 main:574] : INFO : Epoch 1847 | loss: 0.031216 | val_loss: 0.0312137 | Time: 1309.19 ms
[2022-04-12 00:40:40 main:574] : INFO : Epoch 1848 | loss: 0.0312169 | val_loss: 0.0312195 | Time: 1411.23 ms
[2022-04-12 00:40:42 main:574] : INFO : Epoch 1849 | loss: 0.0312158 | val_loss: 0.0312126 | Time: 1289.99 ms
[2022-04-12 00:40:43 main:574] : INFO : Epoch 1850 | loss: 0.0312147 | val_loss: 0.0312154 | Time: 1265.75 ms
[2022-04-12 00:40:44 main:574] : INFO : Epoch 1851 | loss: 0.031215 | val_loss: 0.0312137 | Time: 1264.88 ms
[2022-04-12 00:40:46 main:574] : INFO : Epoch 1852 | loss: 0.0312147 | val_loss: 0.031213 | Time: 1284.26 ms
[2022-04-12 00:40:47 main:574] : INFO : Epoch 1853 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 1288.39 ms
[2022-04-12 00:40:48 main:574] : INFO : Epoch 1854 | loss: 0.0312148 | val_loss: 0.0312134 | Time: 1297 ms
[2022-04-12 00:40:50 main:574] : INFO : Epoch 1855 | loss: 0.0312142 | val_loss: 0.0312157 | Time: 1265.43 ms
[2022-04-12 00:40:51 main:574] : INFO : Epoch 1856 | loss: 0.0312155 | val_loss: 0.0312162 | Time: 1274.03 ms
[2022-04-12 00:40:52 main:574] : INFO : Epoch 1857 | loss: 0.0312153 | val_loss: 0.0312155 | Time: 1238.14 ms
[2022-04-12 00:40:53 main:574] : INFO : Epoch 1858 | loss: 0.0312167 | val_loss: 0.0312147 | Time: 1239.69 ms
[2022-04-12 00:40:55 main:574] : INFO : Epoch 1859 | loss: 0.0312149 | val_loss: 0.0312127 | Time: 1256.36 ms
[2022-04-12 00:40:56 main:574] : INFO : Epoch 1860 | loss: 0.0312142 | val_loss: 0.0312127 | Time: 1269.01 ms
[2022-04-12 00:40:57 main:574] : INFO : Epoch 1861 | loss: 0.0312156 | val_loss: 0.031216 | Time: 1208.26 ms
[2022-04-12 00:40:58 main:574] : INFO : Epoch 1862 | loss: 0.0312178 | val_loss: 0.0312134 | Time: 1278.21 ms
[2022-04-12 00:41:00 main:574] : INFO : Epoch 1863 | loss: 0.0312165 | val_loss: 0.0312138 | Time: 1304.49 ms
[2022-04-12 00:41:01 main:574] : INFO : Epoch 1864 | loss: 0.0312141 | val_loss: 0.0312128 | Time: 1241.38 ms
[2022-04-12 00:41:02 main:574] : INFO : Epoch 1865 | loss: 0.0312134 | val_loss: 0.031213 | Time: 1267.84 ms
[2022-04-12 00:41:04 main:574] : INFO : Epoch 1866 | loss: 0.0312141 | val_loss: 0.0312154 | Time: 1300.93 ms
[2022-04-12 00:41:05 main:574] : INFO : Epoch 1867 | loss: 0.0312157 | val_loss: 0.0312126 | Time: 1296.1 ms
[2022-04-12 00:41:06 main:574] : INFO : Epoch 1868 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 1269.98 ms
[2022-04-12 00:41:08 main:574] : INFO : Epoch 1869 | loss: 0.031214 | val_loss: 0.0312158 | Time: 1348.93 ms
[2022-04-12 00:41:09 main:574] : INFO : Epoch 1870 | loss: 0.0312193 | val_loss: 0.0312228 | Time: 1233.3 ms
[2022-04-12 00:41:10 main:574] : INFO : Epoch 1871 | loss: 0.0312165 | val_loss: 0.0312142 | Time: 1288.15 ms
[2022-04-12 00:41:12 main:574] : INFO : Epoch 1872 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 1441.41 ms
[2022-04-12 00:41:13 main:574] : INFO : Epoch 1873 | loss: 0.031215 | val_loss: 0.0312145 | Time: 1358.6 ms
[2022-04-12 00:41:14 main:574] : INFO : Epoch 1874 | loss: 0.0312166 | val_loss: 0.0312128 | Time: 1250.9 ms
[2022-04-12 00:41:16 main:574] : INFO : Epoch 1875 | loss: 0.0312142 | val_loss: 0.0312121 | Time: 1292.64 ms
[2022-04-12 00:41:17 main:574] : INFO : Epoch 1876 | loss: 0.0312136 | val_loss: 0.0312114 | Time: 1311.59 ms
[2022-04-12 00:41:18 main:574] : INFO : Epoch 1877 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 1366.36 ms
[2022-04-12 00:41:20 main:574] : INFO : Epoch 1878 | loss: 0.031214 | val_loss: 0.031213 | Time: 1316.21 ms
[2022-04-12 00:41:21 main:574] : INFO : Epoch 1879 | loss: 0.031212 | val_loss: 0.031212 | Time: 1291.35 ms
[2022-04-12 00:41:22 main:574] : INFO : Epoch 1880 | loss: 0.0312131 | val_loss: 0.031212 | Time: 1274.84 ms
[2022-04-12 00:41:23 main:574] : INFO : Epoch 1881 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 1223.95 ms
[2022-04-12 00:41:25 main:574] : INFO : Epoch 1882 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 1289.32 ms
[2022-04-12 00:41:26 main:574] : INFO : Epoch 1883 | loss: 0.0312135 | val_loss: 0.0312132 | Time: 1312.08 ms
[2022-04-12 00:41:27 main:574] : INFO : Epoch 1884 | loss: 0.0312122 | val_loss: 0.0312122 | Time: 1274.11 ms
[2022-04-12 00:41:29 main:574] : INFO : Epoch 1885 | loss: 0.0312116 | val_loss: 0.0312109 | Time: 1251.67 ms
[2022-04-12 00:41:30 main:574] : INFO : Epoch 1886 | loss: 0.0312115 | val_loss: 0.0312125 | Time: 1305.66 ms
[2022-04-12 00:41:31 main:574] : INFO : Epoch 1887 | loss: 0.0312118 | val_loss: 0.0312116 | Time: 1378.27 ms
[2022-04-12 00:41:33 main:574] : INFO : Epoch 1888 | loss: 0.0312115 | val_loss: 0.0312106 | Time: 1301.24 ms
[2022-04-12 00:41:34 main:574] : INFO : Epoch 1889 | loss: 0.0312124 | val_loss: 0.0312132 | Time: 1389.8 ms
[2022-04-12 00:41:35 main:574] : INFO : Epoch 1890 | loss: 0.0312138 | val_loss: 0.0312125 | Time: 1376.3 ms
[2022-04-12 00:41:37 main:574] : INFO : Epoch 1891 | loss: 0.0312128 | val_loss: 0.0312098 | Time: 1328.18 ms
[2022-04-12 00:41:38 main:574] : INFO : Epoch 1892 | loss: 0.0312112 | val_loss: 0.0312098 | Time: 1425.46 ms
[2022-04-12 00:41:40 main:574] : INFO : Epoch 1893 | loss: 0.031211 | val_loss: 0.03121 | Time: 1403.86 ms
[2022-04-12 00:41:41 main:574] : INFO : Epoch 1894 | loss: 0.0312119 | val_loss: 0.0312095 | Time: 1345.72 ms
[2022-04-12 00:41:42 main:574] : INFO : Epoch 1895 | loss: 0.0312106 | val_loss: 0.0312105 | Time: 1294.89 ms
[2022-04-12 00:41:44 main:574] : INFO : Epoch 1896 | loss: 0.0312113 | val_loss: 0.0312152 | Time: 1339.51 ms
[2022-04-12 00:41:45 main:574] : INFO : Epoch 1897 | loss: 0.0312127 | val_loss: 0.0312114 | Time: 1360.68 ms
[2022-04-12 00:41:46 main:574] : INFO : Epoch 1898 | loss: 0.031212 | val_loss: 0.0312091 | Time: 1384.16 ms
[2022-04-12 00:41:48 main:574] : INFO : Epoch 1899 | loss: 0.0312111 | val_loss: 0.0312092 | Time: 1343.67 ms
[2022-04-12 00:41:49 main:574] : INFO : Epoch 1900 | loss: 0.0312108 | val_loss: 0.03121 | Time: 1353.61 ms
[2022-04-12 00:41:51 main:574] : INFO : Epoch 1901 | loss: 0.0312113 | val_loss: 0.0312098 | Time: 1390.6 ms
[2022-04-12 00:41:52 main:574] : INFO : Epoch 1902 | loss: 0.0312119 | val_loss: 0.031214 | Time: 1299.82 ms
[2022-04-12 00:41:53 main:574] : INFO : Epoch 1903 | loss: 0.0312146 | val_loss: 0.0312224 | Time: 1200.76 ms
[2022-04-12 00:41:54 main:574] : INFO : Epoch 1904 | loss: 0.0312149 | val_loss: 0.0312102 | Time: 1225.48 ms
[2022-04-12 00:41:56 main:574] : INFO : Epoch 1905 | loss: 0.0312107 | val_loss: 0.03121 | Time: 1261.39 ms
[2022-04-12 00:41:57 main:574] : INFO : Epoch 1906 | loss: 0.0312099 | val_loss: 0.0312087 | Time: 1268.18 ms
[2022-04-12 00:41:58 main:574] : INFO : Epoch 1907 | loss: 0.0312107 | val_loss: 0.0312095 | Time: 1241.75 ms
[2022-04-12 00:42:00 main:574] : INFO : Epoch 1908 | loss: 0.03121 | val_loss: 0.0312109 | Time: 1402.83 ms
[2022-04-12 00:42:01 main:574] : INFO : Epoch 1909 | loss: 0.0312101 | val_loss: 0.0312091 | Time: 1277.37 ms
[2022-04-12 00:42:02 main:574] : INFO : Epoch 1910 | loss: 0.0312101 | val_loss: 0.0312088 | Time: 1228.69 ms
[2022-04-12 00:42:03 main:574] : INFO : Epoch 1911 | loss: 0.0312104 | val_loss: 0.0312088 | Time: 1294.53 ms
[2022-04-12 00:42:05 main:574] : INFO : Epoch 1912 | loss: 0.0312091 | val_loss: 0.0312086 | Time: 1271.21 ms
[2022-04-12 00:42:06 main:574] : INFO : Epoch 1913 | loss: 0.0312099 | val_loss: 0.0312086 | Time: 1250.42 ms
[2022-04-12 00:42:07 main:574] : INFO : Epoch 1914 | loss: 0.0312091 | val_loss: 0.031209 | Time: 1266.31 ms
[2022-04-12 00:42:09 main:574] : INFO : Epoch 1915 | loss: 0.0312094 | val_loss: 0.0312085 | Time: 1316.92 ms
[2022-04-12 00:42:10 main:574] : INFO : Epoch 1916 | loss: 0.0312099 | val_loss: 0.0312103 | Time: 1390.63 ms
[2022-04-12 00:42:11 main:574] : INFO : Epoch 1917 | loss: 0.0312096 | val_loss: 0.0312089 | Time: 1316.05 ms
[2022-04-12 00:42:13 main:574] : INFO : Epoch 1918 | loss: 0.0312091 | val_loss: 0.0312083 | Time: 1258.72 ms
[2022-04-12 00:42:14 main:574] : INFO : Epoch 1919 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 1337.27 ms
[2022-04-12 00:42:15 main:574] : INFO : Epoch 1920 | loss: 0.0312118 | val_loss: 0.031214 | Time: 1369.29 ms
[2022-04-12 00:42:17 main:574] : INFO : Epoch 1921 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 1375.89 ms
[2022-04-12 00:42:18 main:574] : INFO : Epoch 1922 | loss: 0.0312098 | val_loss: 0.0312089 | Time: 1351.03 ms
[2022-04-12 00:42:19 main:574] : INFO : Epoch 1923 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 1348.26 ms
[2022-04-12 00:42:21 main:574] : INFO : Epoch 1924 | loss: 0.031209 | val_loss: 0.03121 | Time: 1240.94 ms
[2022-04-12 00:42:22 main:574] : INFO : Epoch 1925 | loss: 0.031212 | val_loss: 0.0312137 | Time: 1247.83 ms
[2022-04-12 00:42:23 main:574] : INFO : Epoch 1926 | loss: 0.0312126 | val_loss: 0.0312107 | Time: 1267.45 ms
[2022-04-12 00:42:25 main:574] : INFO : Epoch 1927 | loss: 0.0312098 | val_loss: 0.0312098 | Time: 1228.81 ms
[2022-04-12 00:42:26 main:574] : INFO : Epoch 1928 | loss: 0.0312084 | val_loss: 0.03121 | Time: 1270.27 ms
[2022-04-12 00:42:27 main:574] : INFO : Epoch 1929 | loss: 0.0312083 | val_loss: 0.0312077 | Time: 1265.97 ms
[2022-04-12 00:42:28 main:574] : INFO : Epoch 1930 | loss: 0.0312109 | val_loss: 0.0312107 | Time: 1309.72 ms
[2022-04-12 00:42:30 main:574] : INFO : Epoch 1931 | loss: 0.0312094 | val_loss: 0.0312107 | Time: 1281.54 ms
[2022-04-12 00:42:31 main:574] : INFO : Epoch 1932 | loss: 0.0312084 | val_loss: 0.0312081 | Time: 1341.8 ms
[2022-04-12 00:42:32 main:574] : INFO : Epoch 1933 | loss: 0.0312082 | val_loss: 0.0312082 | Time: 1279.46 ms
[2022-04-12 00:42:34 main:574] : INFO : Epoch 1934 | loss: 0.0312084 | val_loss: 0.0312133 | Time: 1251.5 ms
[2022-04-12 00:42:35 main:574] : INFO : Epoch 1935 | loss: 0.0312089 | val_loss: 0.0312099 | Time: 1302.86 ms
[2022-04-12 00:42:36 main:574] : INFO : Epoch 1936 | loss: 0.0312084 | val_loss: 0.0312101 | Time: 1399.39 ms
[2022-04-12 00:42:38 main:574] : INFO : Epoch 1937 | loss: 0.0312079 | val_loss: 0.0312072 | Time: 1302.64 ms
[2022-04-12 00:42:39 main:574] : INFO : Epoch 1938 | loss: 0.0312074 | val_loss: 0.0312072 | Time: 1384.62 ms
[2022-04-12 00:42:40 main:574] : INFO : Epoch 1939 | loss: 0.0312075 | val_loss: 0.0312077 | Time: 1321.13 ms
[2022-04-12 00:42:42 main:574] : INFO : Epoch 1940 | loss: 0.0312074 | val_loss: 0.0312099 | Time: 1405.55 ms
[2022-04-12 00:42:43 main:574] : INFO : Epoch 1941 | loss: 0.0312104 | val_loss: 0.0312079 | Time: 1360.8 ms
[2022-04-12 00:42:45 main:574] : INFO : Epoch 1942 | loss: 0.0312077 | val_loss: 0.0312077 | Time: 1328.58 ms
[2022-04-12 00:42:46 main:574] : INFO : Epoch 1943 | loss: 0.031207 | val_loss: 0.0312072 | Time: 1297.2 ms
[2022-04-12 00:42:47 main:574] : INFO : Epoch 1944 | loss: 0.0312062 | val_loss: 0.0312144 | Time: 1333.9 ms
[2022-04-12 00:42:48 main:574] : INFO : Epoch 1945 | loss: 0.0312085 | val_loss: 0.0312091 | Time: 1304.78 ms
[2022-04-12 00:42:50 main:574] : INFO : Epoch 1946 | loss: 0.0312076 | val_loss: 0.0312077 | Time: 1326.27 ms
[2022-04-12 00:42:51 main:574] : INFO : Epoch 1947 | loss: 0.0312095 | val_loss: 0.0312075 | Time: 1403.62 ms
[2022-04-12 00:42:53 main:574] : INFO : Epoch 1948 | loss: 0.0312073 | val_loss: 0.0312082 | Time: 1351.44 ms
[2022-04-12 00:42:54 main:574] : INFO : Epoch 1949 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 1359.21 ms
[2022-04-12 00:42:55 main:574] : INFO : Epoch 1950 | loss: 0.0312069 | val_loss: 0.0312088 | Time: 1258.96 ms
[2022-04-12 00:42:57 main:574] : INFO : Epoch 1951 | loss: 0.0312072 | val_loss: 0.0312078 | Time: 1347.46 ms
[2022-04-12 00:42:58 main:574] : INFO : Epoch 1952 | loss: 0.0312061 | val_loss: 0.031206 | Time: 1323.19 ms
[2022-04-12 00:42:59 main:574] : INFO : Epoch 1953 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 1365.54 ms
[2022-04-12 00:43:01 main:574] : INFO : Epoch 1954 | loss: 0.0312056 | val_loss: 0.0312071 | Time: 1353.24 ms
[2022-04-12 00:43:02 main:574] : INFO : Epoch 1955 | loss: 0.0312062 | val_loss: 0.0312085 | Time: 1333.83 ms
[2022-04-12 00:43:03 main:574] : INFO : Epoch 1956 | loss: 0.031207 | val_loss: 0.0312065 | Time: 1307.8 ms
[2022-04-12 00:43:05 main:574] : INFO : Epoch 1957 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1264.18 ms
[2022-04-12 00:43:06 main:574] : INFO : Epoch 1958 | loss: 0.0312058 | val_loss: 0.031206 | Time: 1279.76 ms
[2022-04-12 00:43:07 main:574] : INFO : Epoch 1959 | loss: 0.0312057 | val_loss: 0.0312056 | Time: 1280.13 ms
[2022-04-12 00:43:09 main:574] : INFO : Epoch 1960 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1303.32 ms
[2022-04-12 00:43:10 main:574] : INFO : Epoch 1961 | loss: 0.0312057 | val_loss: 0.0312057 | Time: 1262.5 ms
[2022-04-12 00:43:11 main:574] : INFO : Epoch 1962 | loss: 0.0312085 | val_loss: 0.0312101 | Time: 1286.82 ms
[2022-04-12 00:43:12 main:574] : INFO : Epoch 1963 | loss: 0.0312064 | val_loss: 0.0312065 | Time: 1322.3 ms
[2022-04-12 00:43:14 main:574] : INFO : Epoch 1964 | loss: 0.0312081 | val_loss: 0.0312058 | Time: 1280.83 ms
[2022-04-12 00:43:15 main:574] : INFO : Epoch 1965 | loss: 0.0312049 | val_loss: 0.0312055 | Time: 1279.13 ms
[2022-04-12 00:43:16 main:574] : INFO : Epoch 1966 | loss: 0.0312054 | val_loss: 0.0312078 | Time: 1318.72 ms
[2022-04-12 00:43:18 main:574] : INFO : Epoch 1967 | loss: 0.0312054 | val_loss: 0.0312089 | Time: 1311.32 ms
[2022-04-12 00:43:19 main:574] : INFO : Epoch 1968 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 1315.28 ms
[2022-04-12 00:43:20 main:574] : INFO : Epoch 1969 | loss: 0.0312077 | val_loss: 0.0312165 | Time: 1265.44 ms
[2022-04-12 00:43:22 main:574] : INFO : Epoch 1970 | loss: 0.0312085 | val_loss: 0.0312075 | Time: 1336.7 ms
[2022-04-12 00:43:23 main:574] : INFO : Epoch 1971 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 1251.15 ms
[2022-04-12 00:43:24 main:574] : INFO : Epoch 1972 | loss: 0.0312061 | val_loss: 0.0312053 | Time: 1278.71 ms
[2022-04-12 00:43:25 main:574] : INFO : Epoch 1973 | loss: 0.0312058 | val_loss: 0.0312051 | Time: 1239.74 ms
[2022-04-12 00:43:27 main:574] : INFO : Epoch 1974 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 1257.85 ms
[2022-04-12 00:43:28 main:574] : INFO : Epoch 1975 | loss: 0.0312048 | val_loss: 0.0312064 | Time: 1335.75 ms
[2022-04-12 00:43:29 main:574] : INFO : Epoch 1976 | loss: 0.0312041 | val_loss: 0.0312046 | Time: 1355.75 ms
[2022-04-12 00:43:31 main:574] : INFO : Epoch 1977 | loss: 0.0312043 | val_loss: 0.0312053 | Time: 1303.74 ms
[2022-04-12 00:43:32 main:574] : INFO : Epoch 1978 | loss: 0.0312045 | val_loss: 0.0312137 | Time: 1361.83 ms
[2022-04-12 00:43:33 main:574] : INFO : Epoch 1979 | loss: 0.0312074 | val_loss: 0.0312058 | Time: 1280.37 ms
[2022-04-12 00:43:35 main:574] : INFO : Epoch 1980 | loss: 0.0312047 | val_loss: 0.0312049 | Time: 1318.94 ms
[2022-04-12 00:43:36 main:574] : INFO : Epoch 1981 | loss: 0.0312068 | val_loss: 0.0312098 | Time: 1308.59 ms
[2022-04-12 00:43:37 main:574] : INFO : Epoch 1982 | loss: 0.031205 | val_loss: 0.0312062 | Time: 1319.74 ms
[2022-04-12 00:43:39 main:574] : INFO : Epoch 1983 | loss: 0.0312056 | val_loss: 0.031204 | Time: 1236.95 ms
[2022-04-12 00:43:40 main:574] : INFO : Epoch 1984 | loss: 0.031205 | val_loss: 0.0312043 | Time: 1334.54 ms
[2022-04-12 00:43:41 main:574] : INFO : Epoch 1985 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 1285.84 ms
[2022-04-12 00:43:43 main:574] : INFO : Epoch 1986 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 1307.33 ms
[2022-04-12 00:43:44 main:574] : INFO : Epoch 1987 | loss: 0.0312042 | val_loss: 0.0312039 | Time: 1288.36 ms
[2022-04-12 00:43:45 main:574] : INFO : Epoch 1988 | loss: 0.031206 | val_loss: 0.0312122 | Time: 1251.28 ms
[2022-04-12 00:43:47 main:574] : INFO : Epoch 1989 | loss: 0.031204 | val_loss: 0.0312038 | Time: 1380.72 ms
[2022-04-12 00:43:48 main:574] : INFO : Epoch 1990 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 1273.7 ms
[2022-04-12 00:43:49 main:574] : INFO : Epoch 1991 | loss: 0.0312024 | val_loss: 0.0312038 | Time: 1213.59 ms
[2022-04-12 00:43:50 main:574] : INFO : Epoch 1992 | loss: 0.0312026 | val_loss: 0.0312074 | Time: 1225.16 ms
[2022-04-12 00:43:52 main:574] : INFO : Epoch 1993 | loss: 0.0312034 | val_loss: 0.0312032 | Time: 1352.29 ms
[2022-04-12 00:43:53 main:574] : INFO : Epoch 1994 | loss: 0.0312034 | val_loss: 0.0312054 | Time: 1357.25 ms
[2022-04-12 00:43:54 main:574] : INFO : Epoch 1995 | loss: 0.0312025 | val_loss: 0.0312028 | Time: 1231.05 ms
[2022-04-12 00:43:56 main:574] : INFO : Epoch 1996 | loss: 0.0312025 | val_loss: 0.0312032 | Time: 1279.46 ms
[2022-04-12 00:43:57 main:574] : INFO : Epoch 1997 | loss: 0.0312022 | val_loss: 0.0312031 | Time: 1284.5 ms
[2022-04-12 00:43:58 main:574] : INFO : Epoch 1998 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 1299.23 ms
[2022-04-12 00:44:00 main:574] : INFO : Epoch 1999 | loss: 0.0312018 | val_loss: 0.0312029 | Time: 1310.56 ms
[2022-04-12 00:44:01 main:574] : INFO : Epoch 2000 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 1321.25 ms
[2022-04-12 00:44:02 main:574] : INFO : Epoch 2001 | loss: 0.0312015 | val_loss: 0.0312044 | Time: 1286.81 ms
[2022-04-12 00:44:04 main:574] : INFO : Epoch 2002 | loss: 0.0312022 | val_loss: 0.0312034 | Time: 1314.08 ms
[2022-04-12 00:44:05 main:574] : INFO : Epoch 2003 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 1355.69 ms
[2022-04-12 00:44:06 main:574] : INFO : Epoch 2004 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 1314.78 ms
[2022-04-12 00:44:08 main:574] : INFO : Epoch 2005 | loss: 0.0312013 | val_loss: 0.0312033 | Time: 1268.41 ms
[2022-04-12 00:44:09 main:574] : INFO : Epoch 2006 | loss: 0.0312041 | val_loss: 0.0312103 | Time: 1280.88 ms
[2022-04-12 00:44:10 main:574] : INFO : Epoch 2007 | loss: 0.0312107 | val_loss: 0.0312242 | Time: 1308.42 ms
[2022-04-12 00:44:11 main:574] : INFO : Epoch 2008 | loss: 0.0404209 | val_loss: 0.0320086 | Time: 1333.44 ms
[2022-04-12 00:44:13 main:574] : INFO : Epoch 2009 | loss: 0.03598 | val_loss: 0.0331253 | Time: 1335.88 ms
[2022-04-12 00:44:14 main:574] : INFO : Epoch 2010 | loss: 0.0319839 | val_loss: 0.0313958 | Time: 1346.18 ms
[2022-04-12 00:44:16 main:574] : INFO : Epoch 2011 | loss: 0.0313596 | val_loss: 0.0312668 | Time: 1314.27 ms
[2022-04-12 00:44:17 main:574] : INFO : Epoch 2012 | loss: 0.0312631 | val_loss: 0.0312473 | Time: 1328.44 ms
[2022-04-12 00:44:18 main:574] : INFO : Epoch 2013 | loss: 0.0312429 | val_loss: 0.0312397 | Time: 1266.61 ms
[2022-04-12 00:44:19 main:574] : INFO : Epoch 2014 | loss: 0.0312357 | val_loss: 0.0312314 | Time: 1339.73 ms
[2022-04-12 00:44:21 main:574] : INFO : Epoch 2015 | loss: 0.0312305 | val_loss: 0.0312273 | Time: 1289.81 ms
[2022-04-12 00:44:22 main:574] : INFO : Epoch 2016 | loss: 0.0312254 | val_loss: 0.0312219 | Time: 1317.19 ms
[2022-04-12 00:44:23 main:574] : INFO : Epoch 2017 | loss: 0.0312206 | val_loss: 0.0312177 | Time: 1283.49 ms
[2022-04-12 00:44:25 main:574] : INFO : Epoch 2018 | loss: 0.0312166 | val_loss: 0.0312145 | Time: 1285.82 ms
[2022-04-12 00:44:26 main:574] : INFO : Epoch 2019 | loss: 0.0312138 | val_loss: 0.0312112 | Time: 1303.65 ms
[2022-04-12 00:44:27 main:574] : INFO : Epoch 2020 | loss: 0.0312124 | val_loss: 0.0312097 | Time: 1301.9 ms
[2022-04-12 00:44:29 main:574] : INFO : Epoch 2021 | loss: 0.0312102 | val_loss: 0.0312084 | Time: 1328.71 ms
[2022-04-12 00:44:30 main:574] : INFO : Epoch 2022 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 1254.96 ms
[2022-04-12 00:44:31 main:574] : INFO : Epoch 2023 | loss: 0.0312091 | val_loss: 0.0312073 | Time: 1274.97 ms
[2022-04-12 00:44:33 main:574] : INFO : Epoch 2024 | loss: 0.031208 | val_loss: 0.0312081 | Time: 1235.28 ms
[2022-04-12 00:44:34 main:574] : INFO : Epoch 2025 | loss: 0.0312085 | val_loss: 0.0312065 | Time: 1380.11 ms
[2022-04-12 00:44:35 main:574] : INFO : Epoch 2026 | loss: 0.0312077 | val_loss: 0.0312066 | Time: 1244.44 ms
[2022-04-12 00:44:36 main:574] : INFO : Epoch 2027 | loss: 0.0312072 | val_loss: 0.0312059 | Time: 1258.23 ms
[2022-04-12 00:44:38 main:574] : INFO : Epoch 2028 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 1339.15 ms
[2022-04-12 00:44:39 main:574] : INFO : Epoch 2029 | loss: 0.031207 | val_loss: 0.0312058 | Time: 1351.81 ms
[2022-04-12 00:44:40 main:574] : INFO : Epoch 2030 | loss: 0.0312066 | val_loss: 0.0312056 | Time: 1314.69 ms
[2022-04-12 00:44:42 main:574] : INFO : Epoch 2031 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 1321.5 ms
[2022-04-12 00:44:43 main:574] : INFO : Epoch 2032 | loss: 0.0312068 | val_loss: 0.0312062 | Time: 1231.38 ms
[2022-04-12 00:44:44 main:574] : INFO : Epoch 2033 | loss: 0.0312061 | val_loss: 0.0312052 | Time: 1334.27 ms
[2022-04-12 00:44:46 main:574] : INFO : Epoch 2034 | loss: 0.0312059 | val_loss: 0.0312075 | Time: 1313.59 ms
[2022-04-12 00:44:47 main:574] : INFO : Epoch 2035 | loss: 0.0312061 | val_loss: 0.0312045 | Time: 1345.67 ms
[2022-04-12 00:44:48 main:574] : INFO : Epoch 2036 | loss: 0.0312058 | val_loss: 0.0312055 | Time: 1280.22 ms
[2022-04-12 00:44:50 main:574] : INFO : Epoch 2037 | loss: 0.031206 | val_loss: 0.0312044 | Time: 1258.94 ms
[2022-04-12 00:44:51 main:574] : INFO : Epoch 2038 | loss: 0.0312055 | val_loss: 0.0312057 | Time: 1309.81 ms
[2022-04-12 00:44:52 main:574] : INFO : Epoch 2039 | loss: 0.0312059 | val_loss: 0.0312047 | Time: 1337.73 ms
[2022-04-12 00:44:54 main:574] : INFO : Epoch 2040 | loss: 0.0312065 | val_loss: 0.0312043 | Time: 1235.42 ms
[2022-04-12 00:44:55 main:574] : INFO : Epoch 2041 | loss: 0.0312055 | val_loss: 0.0312046 | Time: 1310.54 ms
[2022-04-12 00:44:56 main:574] : INFO : Epoch 2042 | loss: 0.0312049 | val_loss: 0.0312037 | Time: 1294.82 ms
[2022-04-12 00:44:58 main:574] : INFO : Epoch 2043 | loss: 0.0312053 | val_loss: 0.0312046 | Time: 1339.2 ms
[2022-04-12 00:44:59 main:574] : INFO : Epoch 2044 | loss: 0.0312062 | val_loss: 0.031204 | Time: 1324.49 ms
[2022-04-12 00:45:00 main:574] : INFO : Epoch 2045 | loss: 0.0312049 | val_loss: 0.031204 | Time: 1390.71 ms
[2022-04-12 00:45:02 main:574] : INFO : Epoch 2046 | loss: 0.0312052 | val_loss: 0.0312042 | Time: 1201.69 ms
[2022-04-12 00:45:03 main:574] : INFO : Epoch 2047 | loss: 0.0312049 | val_loss: 0.031204 | Time: 1299.64 ms
[2022-04-12 00:45:04 main:574] : INFO : Epoch 2048 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 1270.04 ms
[2022-04-12 00:45:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312047
[2022-04-12 00:45:04 main:603] : INFO : Saving end state to config to file
[2022-04-12 00:45:04 main:608] : INFO : Success, exiting..
00:45:04 (34760): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)