Task 14552370
| Name | ParityModified-1647048935-8680-3-0_0 |
| Workunit | 11576307 |
| Created | 9 Apr 2022, 5:08:21 UTC |
| Sent | 11 Apr 2022, 0:00:17 UTC |
| Report deadline | 19 Apr 2022, 0:00:17 UTC |
| Received | 11 Apr 2022, 12:20:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18556 |
| Run time | 46 min 3 sec |
| CPU time | 44 min 49 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 | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 1272.33 ms [2022-04-11 19:08:23 main:574] : INFO : Epoch 1543 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 1365.8 ms [2022-04-11 19:08:24 main:574] : INFO : Epoch 1544 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 1319.67 ms [2022-04-11 19:08:25 main:574] : INFO : Epoch 1545 | loss: 0.031182 | val_loss: 0.0311876 | Time: 1277.37 ms [2022-04-11 19:08:27 main:574] : INFO : Epoch 1546 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 1297.15 ms [2022-04-11 19:08:28 main:574] : INFO : Epoch 1547 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 1271.69 ms [2022-04-11 19:08:29 main:574] : INFO : Epoch 1548 | loss: 0.0311799 | val_loss: 0.0311843 | Time: 1292.21 ms [2022-04-11 19:08:30 main:574] : INFO : Epoch 1549 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 1271.22 ms [2022-04-11 19:08:32 main:574] : INFO : Epoch 1550 | loss: 0.0311807 | val_loss: 0.0311896 | Time: 1291.67 ms [2022-04-11 19:08:33 main:574] : INFO : Epoch 1551 | loss: 0.0311831 | val_loss: 0.0311832 | Time: 1257.92 ms [2022-04-11 19:08:34 main:574] : INFO : Epoch 1552 | loss: 0.0311809 | val_loss: 0.0311873 | Time: 1315.49 ms [2022-04-11 19:08:36 main:574] : INFO : Epoch 1553 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1222.14 ms [2022-04-11 19:08:37 main:574] : INFO : Epoch 1554 | loss: 0.0311797 | val_loss: 0.0311839 | Time: 1250.98 ms [2022-04-11 19:08:38 main:574] : INFO : Epoch 1555 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 1324.56 ms [2022-04-11 19:08:40 main:574] : INFO : Epoch 1556 | loss: 0.0311808 | val_loss: 0.0311842 | Time: 1349.33 ms [2022-04-11 19:08:41 main:574] : INFO : Epoch 1557 | loss: 0.0311795 | val_loss: 0.0311855 | Time: 1321.59 ms [2022-04-11 19:08:42 main:574] : INFO : Epoch 1558 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 1348.52 ms [2022-04-11 19:08:44 main:574] : INFO : Epoch 1559 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1234.7 ms [2022-04-11 19:08:45 main:574] : INFO : Epoch 1560 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 1248.58 ms [2022-04-11 19:08:46 main:574] : INFO : Epoch 1561 | loss: 0.0311782 | val_loss: 0.031184 | Time: 1247.99 ms [2022-04-11 19:08:47 main:574] : INFO : Epoch 1562 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 1260.53 ms [2022-04-11 19:08:49 main:574] : INFO : Epoch 1563 | loss: 0.0311776 | val_loss: 0.0311829 | Time: 1295.31 ms [2022-04-11 19:08:50 main:574] : INFO : Epoch 1564 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1270.71 ms [2022-04-11 19:08:51 main:574] : INFO : Epoch 1565 | loss: 0.031178 | val_loss: 0.0311838 | Time: 1241.71 ms [2022-04-11 19:08:53 main:574] : INFO : Epoch 1566 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1324.67 ms [2022-04-11 19:08:54 main:574] : INFO : Epoch 1567 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1377.74 ms [2022-04-11 19:08:55 main:574] : INFO : Epoch 1568 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 1322.78 ms [2022-04-11 19:08:56 main:574] : INFO : Epoch 1569 | loss: 0.0311799 | val_loss: 0.0311847 | Time: 1214.51 ms [2022-04-11 19:08:58 main:574] : INFO : Epoch 1570 | loss: 0.0311797 | val_loss: 0.0311869 | Time: 1241.74 ms [2022-04-11 19:08:59 main:574] : INFO : Epoch 1571 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 1358.15 ms [2022-04-11 19:09:00 main:574] : INFO : Epoch 1572 | loss: 0.0311798 | val_loss: 0.0311873 | Time: 1259.42 ms [2022-04-11 19:09:02 main:574] : INFO : Epoch 1573 | loss: 0.0311786 | val_loss: 0.0311872 | Time: 1341.01 ms [2022-04-11 19:09:03 main:574] : INFO : Epoch 1574 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 1370.91 ms [2022-04-11 19:09:04 main:574] : INFO : Epoch 1575 | loss: 0.0311791 | val_loss: 0.0311851 | Time: 1274.84 ms [2022-04-11 19:09:06 main:574] : INFO : Epoch 1576 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 1347.75 ms [2022-04-11 19:09:07 main:574] : INFO : Epoch 1577 | loss: 0.0311804 | val_loss: 0.0311945 | Time: 1316.39 ms [2022-04-11 19:09:08 main:574] : INFO : Epoch 1578 | loss: 0.0311846 | val_loss: 0.031186 | Time: 1244.64 ms [2022-04-11 19:09:10 main:574] : INFO : Epoch 1579 | loss: 0.0311838 | val_loss: 0.0311843 | Time: 1252.09 ms [2022-04-11 19:09:11 main:574] : INFO : Epoch 1580 | loss: 0.0311846 | val_loss: 0.0311945 | Time: 1286.01 ms [2022-04-11 19:09:12 main:574] : INFO : Epoch 1581 | loss: 0.0311822 | val_loss: 0.0311838 | Time: 1291.81 ms [2022-04-11 19:09:14 main:574] : INFO : Epoch 1582 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 1332.27 ms [2022-04-11 19:09:15 main:574] : INFO : Epoch 1583 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 1305.36 ms [2022-04-11 19:09:16 main:574] : INFO : Epoch 1584 | loss: 0.0311912 | val_loss: 0.0311892 | Time: 1257.29 ms [2022-04-11 19:09:17 main:574] : INFO : Epoch 1585 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 1283.64 ms [2022-04-11 19:09:19 main:574] : INFO : Epoch 1586 | loss: 0.0311852 | val_loss: 0.0311896 | Time: 1279.05 ms [2022-04-11 19:09:20 main:574] : INFO : Epoch 1587 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 1270.62 ms [2022-04-11 19:09:21 main:574] : INFO : Epoch 1588 | loss: 0.0311997 | val_loss: 0.0311974 | Time: 1302.89 ms [2022-04-11 19:09:23 main:574] : INFO : Epoch 1589 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 1305.71 ms [2022-04-11 19:09:24 main:574] : INFO : Epoch 1590 | loss: 0.0311975 | val_loss: 0.0311989 | Time: 1274.31 ms [2022-04-11 19:09:25 main:574] : INFO : Epoch 1591 | loss: 0.0312072 | val_loss: 0.0312056 | Time: 1271.52 ms [2022-04-11 19:09:27 main:574] : INFO : Epoch 1592 | loss: 0.0312049 | val_loss: 0.0311991 | Time: 1346.31 ms [2022-04-11 19:09:28 main:574] : INFO : Epoch 1593 | loss: 0.0311935 | val_loss: 0.0311914 | Time: 1339.29 ms [2022-04-11 19:09:29 main:574] : INFO : Epoch 1594 | loss: 0.0311896 | val_loss: 0.0311879 | Time: 1247.36 ms [2022-04-11 19:09:31 main:574] : INFO : Epoch 1595 | loss: 0.0311876 | val_loss: 0.0311874 | Time: 1337.09 ms [2022-04-11 19:09:32 main:574] : INFO : Epoch 1596 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 1433.86 ms [2022-04-11 19:09:33 main:574] : INFO : Epoch 1597 | loss: 0.031187 | val_loss: 0.0311873 | Time: 1299.98 ms [2022-04-11 19:09:35 main:574] : INFO : Epoch 1598 | loss: 0.031188 | val_loss: 0.0311847 | Time: 1318.34 ms [2022-04-11 19:09:36 main:574] : INFO : Epoch 1599 | loss: 0.0311866 | val_loss: 0.0311879 | Time: 1338.33 ms [2022-04-11 19:09:37 main:574] : INFO : Epoch 1600 | loss: 0.0311876 | val_loss: 0.0311871 | Time: 1284.28 ms [2022-04-11 19:09:39 main:574] : INFO : Epoch 1601 | loss: 0.0311886 | val_loss: 0.0311839 | Time: 1246.66 ms [2022-04-11 19:09:40 main:574] : INFO : Epoch 1602 | loss: 0.0311882 | val_loss: 0.0311833 | Time: 1242.9 ms [2022-04-11 19:09:41 main:574] : INFO : Epoch 1603 | loss: 0.0311887 | val_loss: 0.031183 | Time: 1342.27 ms [2022-04-11 19:09:43 main:574] : INFO : Epoch 1604 | loss: 0.0311869 | val_loss: 0.031186 | Time: 1382.75 ms [2022-04-11 19:09:44 main:574] : INFO : Epoch 1605 | loss: 0.031188 | val_loss: 0.0311862 | Time: 1377.17 ms [2022-04-11 19:09:45 main:574] : INFO : Epoch 1606 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 1396.24 ms [2022-04-11 19:09:47 main:574] : INFO : Epoch 1607 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 1444.57 ms [2022-04-11 19:09:48 main:574] : INFO : Epoch 1608 | loss: 0.0311938 | val_loss: 0.0311882 | Time: 1448.95 ms [2022-04-11 19:09:50 main:574] : INFO : Epoch 1609 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 1387.35 ms [2022-04-11 19:09:51 main:574] : INFO : Epoch 1610 | loss: 0.0311911 | val_loss: 0.0311891 | Time: 1350.02 ms [2022-04-11 19:09:52 main:574] : INFO : Epoch 1611 | loss: 0.0311905 | val_loss: 0.0311875 | Time: 1427.69 ms [2022-04-11 19:09:54 main:574] : INFO : Epoch 1612 | loss: 0.0311916 | val_loss: 0.0311858 | Time: 1345.62 ms [2022-04-11 19:09:55 main:574] : INFO : Epoch 1613 | loss: 0.0311878 | val_loss: 0.0311867 | Time: 1388.95 ms [2022-04-11 19:09:57 main:574] : INFO : Epoch 1614 | loss: 0.0311888 | val_loss: 0.0311856 | Time: 1388.86 ms [2022-04-11 19:09:58 main:574] : INFO : Epoch 1615 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 1468.93 ms [2022-04-11 19:10:00 main:574] : INFO : Epoch 1616 | loss: 0.0311887 | val_loss: 0.0311868 | Time: 1459.34 ms [2022-04-11 19:10:01 main:574] : INFO : Epoch 1617 | loss: 0.0312037 | val_loss: 0.0312157 | Time: 1525.77 ms [2022-04-11 19:10:03 main:574] : INFO : Epoch 1618 | loss: 0.0312218 | val_loss: 0.0312224 | Time: 1494.26 ms [2022-04-11 19:10:04 main:574] : INFO : Epoch 1619 | loss: 0.0312247 | val_loss: 0.0312231 | Time: 1659.85 ms [2022-04-11 19:10:06 main:574] : INFO : Epoch 1620 | loss: 0.0312249 | val_loss: 0.0312218 | Time: 1510.67 ms [2022-04-11 19:10:07 main:574] : INFO : Epoch 1621 | loss: 0.0312224 | val_loss: 0.0312227 | Time: 1348.88 ms [2022-04-11 19:10:09 main:574] : INFO : Epoch 1622 | loss: 0.0312228 | val_loss: 0.0312264 | Time: 1465.33 ms [2022-04-11 19:10:10 main:574] : INFO : Epoch 1623 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 1457.99 ms [2022-04-11 19:10:12 main:574] : INFO : Epoch 1624 | loss: 0.0312194 | val_loss: 0.0312195 | Time: 1408.48 ms [2022-04-11 19:10:13 main:574] : INFO : Epoch 1625 | loss: 0.0312196 | val_loss: 0.0312192 | Time: 1436.66 ms [2022-04-11 19:10:15 main:574] : INFO : Epoch 1626 | loss: 0.0312188 | val_loss: 0.031221 | Time: 1477.42 ms [2022-04-11 19:10:16 main:574] : INFO : Epoch 1627 | loss: 0.0312229 | val_loss: 0.0312251 | Time: 1416.08 ms [2022-04-11 19:10:17 main:574] : INFO : Epoch 1628 | loss: 0.0312225 | val_loss: 0.0312232 | Time: 1512.92 ms [2022-04-11 19:10:19 main:574] : INFO : Epoch 1629 | loss: 0.0312224 | val_loss: 0.0312214 | Time: 1467.16 ms [2022-04-11 19:10:20 main:574] : INFO : Epoch 1630 | loss: 0.0312224 | val_loss: 0.0312225 | Time: 1404.68 ms [2022-04-11 19:10:22 main:574] : INFO : Epoch 1631 | loss: 0.0312243 | val_loss: 0.0312233 | Time: 1490.19 ms [2022-04-11 19:10:23 main:574] : INFO : Epoch 1632 | loss: 0.0312244 | val_loss: 0.0312219 | Time: 1366.82 ms [2022-04-11 19:10:25 main:574] : INFO : Epoch 1633 | loss: 0.0312232 | val_loss: 0.0312233 | Time: 1362.49 ms [2022-04-11 19:10:26 main:574] : INFO : Epoch 1634 | loss: 0.0312234 | val_loss: 0.0312234 | Time: 1333.65 ms [2022-04-11 19:10:27 main:574] : INFO : Epoch 1635 | loss: 0.031222 | val_loss: 0.0312225 | Time: 1388.71 ms [2022-04-11 19:10:29 main:574] : INFO : Epoch 1636 | loss: 0.0312212 | val_loss: 0.0312217 | Time: 1383.76 ms [2022-04-11 19:10:30 main:574] : INFO : Epoch 1637 | loss: 0.0312226 | val_loss: 0.0312219 | Time: 1423.79 ms [2022-04-11 19:10:32 main:574] : INFO : Epoch 1638 | loss: 0.0312196 | val_loss: 0.0312215 | Time: 1369.09 ms [2022-04-11 19:10:33 main:574] : INFO : Epoch 1639 | loss: 0.031221 | val_loss: 0.031222 | Time: 1505.76 ms [2022-04-11 19:10:35 main:574] : INFO : Epoch 1640 | loss: 0.0312202 | val_loss: 0.0312203 | Time: 1701.86 ms [2022-04-11 19:10:36 main:574] : INFO : Epoch 1641 | loss: 0.0312203 | val_loss: 0.0312241 | Time: 1523.08 ms [2022-04-11 19:10:38 main:574] : INFO : Epoch 1642 | loss: 0.0312218 | val_loss: 0.0312205 | Time: 1362.82 ms [2022-04-11 19:10:39 main:574] : INFO : Epoch 1643 | loss: 0.0312245 | val_loss: 0.0312223 | Time: 1464.68 ms [2022-04-11 19:10:41 main:574] : INFO : Epoch 1644 | loss: 0.031223 | val_loss: 0.0312207 | Time: 1329.07 ms [2022-04-11 19:10:42 main:574] : INFO : Epoch 1645 | loss: 0.0312184 | val_loss: 0.0312214 | Time: 1352.47 ms [2022-04-11 19:10:43 main:574] : INFO : Epoch 1646 | loss: 0.0312175 | val_loss: 0.0312199 | Time: 1265.4 ms [2022-04-11 19:10:45 main:574] : INFO : Epoch 1647 | loss: 0.0312181 | val_loss: 0.0312209 | Time: 1331.17 ms [2022-04-11 19:10:46 main:574] : INFO : Epoch 1648 | loss: 0.031221 | val_loss: 0.0312202 | Time: 1302.41 ms [2022-04-11 19:10:47 main:574] : INFO : Epoch 1649 | loss: 0.0312178 | val_loss: 0.0312203 | Time: 1322.78 ms [2022-04-11 19:10:49 main:574] : INFO : Epoch 1650 | loss: 0.0312181 | val_loss: 0.0312199 | Time: 1277.72 ms [2022-04-11 19:10:50 main:574] : INFO : Epoch 1651 | loss: 0.0312173 | val_loss: 0.0312204 | Time: 1264.5 ms [2022-04-11 19:10:51 main:574] : INFO : Epoch 1652 | loss: 0.0312183 | val_loss: 0.0312193 | Time: 1256.8 ms [2022-04-11 19:10:53 main:574] : INFO : Epoch 1653 | loss: 0.0312185 | val_loss: 0.0312222 | Time: 1297.92 ms [2022-04-11 19:10:54 main:574] : INFO : Epoch 1654 | loss: 0.0312209 | val_loss: 0.0312245 | Time: 1248.98 ms [2022-04-11 19:10:55 main:574] : INFO : Epoch 1655 | loss: 0.031221 | val_loss: 0.0312255 | Time: 1343.88 ms [2022-04-11 19:10:56 main:574] : INFO : Epoch 1656 | loss: 0.0312235 | val_loss: 0.0312205 | Time: 1295.88 ms [2022-04-11 19:10:58 main:574] : INFO : Epoch 1657 | loss: 0.0312181 | val_loss: 0.031222 | Time: 1247.43 ms [2022-04-11 19:10:59 main:574] : INFO : Epoch 1658 | loss: 0.0312169 | val_loss: 0.0312196 | Time: 1226.93 ms [2022-04-11 19:11:00 main:574] : INFO : Epoch 1659 | loss: 0.0312191 | val_loss: 0.0312201 | Time: 1240.35 ms [2022-04-11 19:11:01 main:574] : INFO : Epoch 1660 | loss: 0.0312174 | val_loss: 0.0312183 | Time: 1269.76 ms [2022-04-11 19:11:03 main:574] : INFO : Epoch 1661 | loss: 0.0312172 | val_loss: 0.031222 | Time: 1212.26 ms [2022-04-11 19:11:04 main:574] : INFO : Epoch 1662 | loss: 0.0312179 | val_loss: 0.0312218 | Time: 1271.16 ms [2022-04-11 19:11:05 main:574] : INFO : Epoch 1663 | loss: 0.0312171 | val_loss: 0.0312188 | Time: 1274.82 ms [2022-04-11 19:11:07 main:574] : INFO : Epoch 1664 | loss: 0.0312188 | val_loss: 0.0312189 | Time: 1242.33 ms [2022-04-11 19:11:08 main:574] : INFO : Epoch 1665 | loss: 0.0312183 | val_loss: 0.0312187 | Time: 1238.89 ms [2022-04-11 19:11:09 main:574] : INFO : Epoch 1666 | loss: 0.0312168 | val_loss: 0.0312192 | Time: 1291.94 ms [2022-04-11 19:11:10 main:574] : INFO : Epoch 1667 | loss: 0.0312169 | val_loss: 0.0312209 | Time: 1261.88 ms [2022-04-11 19:11:12 main:574] : INFO : Epoch 1668 | loss: 0.0312157 | val_loss: 0.0312193 | Time: 1343.42 ms [2022-04-11 19:11:13 main:574] : INFO : Epoch 1669 | loss: 0.0312163 | val_loss: 0.031218 | Time: 1301.51 ms [2022-04-11 19:11:14 main:574] : INFO : Epoch 1670 | loss: 0.0312154 | val_loss: 0.0312184 | Time: 1312.76 ms [2022-04-11 19:11:16 main:574] : INFO : Epoch 1671 | loss: 0.0312157 | val_loss: 0.0312175 | Time: 1293.45 ms [2022-04-11 19:11:17 main:574] : INFO : Epoch 1672 | loss: 0.0312155 | val_loss: 0.0312178 | Time: 1419.82 ms [2022-04-11 19:11:18 main:574] : INFO : Epoch 1673 | loss: 0.0312144 | val_loss: 0.0312182 | Time: 1256.93 ms [2022-04-11 19:11:20 main:574] : INFO : Epoch 1674 | loss: 0.0312165 | val_loss: 0.0312234 | Time: 1273.85 ms [2022-04-11 19:11:21 main:574] : INFO : Epoch 1675 | loss: 0.0312194 | val_loss: 0.0312251 | Time: 1274.93 ms [2022-04-11 19:11:22 main:574] : INFO : Epoch 1676 | loss: 0.0312187 | val_loss: 0.0312241 | Time: 1320.75 ms [2022-04-11 19:11:24 main:574] : INFO : Epoch 1677 | loss: 0.0312153 | val_loss: 0.0312196 | Time: 1267.77 ms [2022-04-11 19:11:25 main:574] : INFO : Epoch 1678 | loss: 0.0312151 | val_loss: 0.0312176 | Time: 1227.46 ms [2022-04-11 19:11:26 main:574] : INFO : Epoch 1679 | loss: 0.0312144 | val_loss: 0.0312173 | Time: 1251.97 ms [2022-04-11 19:11:27 main:574] : INFO : Epoch 1680 | loss: 0.0312153 | val_loss: 0.031218 | Time: 1255.9 ms [2022-04-11 19:11:29 main:574] : INFO : Epoch 1681 | loss: 0.0312165 | val_loss: 0.0312191 | Time: 1277.94 ms [2022-04-11 19:11:30 main:574] : INFO : Epoch 1682 | loss: 0.0312157 | val_loss: 0.0312165 | Time: 1273.71 ms [2022-04-11 19:11:31 main:574] : INFO : Epoch 1683 | loss: 0.0312159 | val_loss: 0.0312172 | Time: 1255.56 ms [2022-04-11 19:11:33 main:574] : INFO : Epoch 1684 | loss: 0.031217 | val_loss: 0.0312184 | Time: 1232.76 ms [2022-04-11 19:11:34 main:574] : INFO : Epoch 1685 | loss: 0.0312163 | val_loss: 0.0312233 | Time: 1314.16 ms [2022-04-11 19:11:35 main:574] : INFO : Epoch 1686 | loss: 0.0312196 | val_loss: 0.0312214 | Time: 1246.29 ms [2022-04-11 19:11:36 main:574] : INFO : Epoch 1687 | loss: 0.0312181 | val_loss: 0.0312183 | Time: 1304.22 ms [2022-04-11 19:11:38 main:574] : INFO : Epoch 1688 | loss: 0.0312182 | val_loss: 0.0312246 | Time: 1387.08 ms [2022-04-11 19:11:39 main:574] : INFO : Epoch 1689 | loss: 0.0312215 | val_loss: 0.0312311 | Time: 1325.48 ms [2022-04-11 19:11:41 main:574] : INFO : Epoch 1690 | loss: 0.0312234 | val_loss: 0.0312266 | Time: 1323.15 ms [2022-04-11 19:11:42 main:574] : INFO : Epoch 1691 | loss: 0.0312204 | val_loss: 0.0312163 | Time: 1330.72 ms [2022-04-11 19:11:43 main:574] : INFO : Epoch 1692 | loss: 0.0312147 | val_loss: 0.031217 | Time: 1231.14 ms [2022-04-11 19:11:44 main:574] : INFO : Epoch 1693 | loss: 0.0312142 | val_loss: 0.0312171 | Time: 1281.45 ms [2022-04-11 19:11:46 main:574] : INFO : Epoch 1694 | loss: 0.0312166 | val_loss: 0.0312202 | Time: 1254.85 ms [2022-04-11 19:11:47 main:574] : INFO : Epoch 1695 | loss: 0.0312137 | val_loss: 0.03122 | Time: 1339.28 ms [2022-04-11 19:11:48 main:574] : INFO : Epoch 1696 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 1266.59 ms [2022-04-11 19:11:50 main:574] : INFO : Epoch 1697 | loss: 0.0312164 | val_loss: 0.0312162 | Time: 1359.64 ms [2022-04-11 19:11:51 main:574] : INFO : Epoch 1698 | loss: 0.0312134 | val_loss: 0.0312167 | Time: 1416.36 ms [2022-04-11 19:11:53 main:574] : INFO : Epoch 1699 | loss: 0.0312149 | val_loss: 0.0312238 | Time: 1387.43 ms [2022-04-11 19:11:54 main:574] : INFO : Epoch 1700 | loss: 0.0312153 | val_loss: 0.0312169 | Time: 1293.16 ms [2022-04-11 19:11:55 main:574] : INFO : Epoch 1701 | loss: 0.0312128 | val_loss: 0.0312153 | Time: 1274.77 ms [2022-04-11 19:11:56 main:574] : INFO : Epoch 1702 | loss: 0.0312131 | val_loss: 0.0312173 | Time: 1252.54 ms [2022-04-11 19:11:58 main:574] : INFO : Epoch 1703 | loss: 0.0312125 | val_loss: 0.0312156 | Time: 1213.25 ms [2022-04-11 19:11:59 main:574] : INFO : Epoch 1704 | loss: 0.0312125 | val_loss: 0.0312149 | Time: 1255.59 ms [2022-04-11 19:12:00 main:574] : INFO : Epoch 1705 | loss: 0.0312149 | val_loss: 0.0312191 | Time: 1405.16 ms [2022-04-11 19:12:02 main:574] : INFO : Epoch 1706 | loss: 0.0312118 | val_loss: 0.031216 | Time: 1234.25 ms [2022-04-11 19:12:03 main:574] : INFO : Epoch 1707 | loss: 0.0312163 | val_loss: 0.0312249 | Time: 1303.62 ms [2022-04-11 19:12:04 main:574] : INFO : Epoch 1708 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 1244.18 ms [2022-04-11 19:12:05 main:574] : INFO : Epoch 1709 | loss: 0.0312115 | val_loss: 0.0312141 | Time: 1274.99 ms [2022-04-11 19:12:07 main:574] : INFO : Epoch 1710 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1230.5 ms [2022-04-11 19:12:08 main:574] : INFO : Epoch 1711 | loss: 0.0312101 | val_loss: 0.0312136 | Time: 1301.61 ms [2022-04-11 19:12:09 main:574] : INFO : Epoch 1712 | loss: 0.0312141 | val_loss: 0.0312226 | Time: 1303.9 ms [2022-04-11 19:12:11 main:574] : INFO : Epoch 1713 | loss: 0.0312171 | val_loss: 0.031215 | Time: 1279.1 ms [2022-04-11 19:12:12 main:574] : INFO : Epoch 1714 | loss: 0.0312102 | val_loss: 0.0312222 | Time: 1296.82 ms [2022-04-11 19:12:13 main:574] : INFO : Epoch 1715 | loss: 0.0312096 | val_loss: 0.0312126 | Time: 1245.16 ms [2022-04-11 19:12:15 main:574] : INFO : Epoch 1716 | loss: 0.0312132 | val_loss: 0.0312156 | Time: 1264.95 ms [2022-04-11 19:12:16 main:574] : INFO : Epoch 1717 | loss: 0.03121 | val_loss: 0.0312108 | Time: 1343.15 ms [2022-04-11 19:12:17 main:574] : INFO : Epoch 1718 | loss: 0.0312088 | val_loss: 0.0312132 | Time: 1347.09 ms [2022-04-11 19:12:18 main:574] : INFO : Epoch 1719 | loss: 0.0312079 | val_loss: 0.031211 | Time: 1228.54 ms [2022-04-11 19:12:20 main:574] : INFO : Epoch 1720 | loss: 0.0312066 | val_loss: 0.0312105 | Time: 1270.03 ms [2022-04-11 19:12:21 main:574] : INFO : Epoch 1721 | loss: 0.031208 | val_loss: 0.0312186 | Time: 1263.02 ms [2022-04-11 19:12:22 main:574] : INFO : Epoch 1722 | loss: 0.0312107 | val_loss: 0.0312106 | Time: 1242.96 ms [2022-04-11 19:12:24 main:574] : INFO : Epoch 1723 | loss: 0.0312078 | val_loss: 0.0312093 | Time: 1301.68 ms [2022-04-11 19:12:25 main:574] : INFO : Epoch 1724 | loss: 0.0312078 | val_loss: 0.0312096 | Time: 1246.31 ms [2022-04-11 19:12:26 main:574] : INFO : Epoch 1725 | loss: 0.0312069 | val_loss: 0.031209 | Time: 1222.01 ms [2022-04-11 19:12:27 main:574] : INFO : Epoch 1726 | loss: 0.0312059 | val_loss: 0.0312092 | Time: 1249.23 ms [2022-04-11 19:12:29 main:574] : INFO : Epoch 1727 | loss: 0.0312113 | val_loss: 0.0312103 | Time: 1281.52 ms [2022-04-11 19:12:30 main:574] : INFO : Epoch 1728 | loss: 0.0312112 | val_loss: 0.0312093 | Time: 1301.86 ms [2022-04-11 19:12:31 main:574] : INFO : Epoch 1729 | loss: 0.031206 | val_loss: 0.0312111 | Time: 1221.88 ms [2022-04-11 19:12:32 main:574] : INFO : Epoch 1730 | loss: 0.0312071 | val_loss: 0.0312084 | Time: 1245.83 ms [2022-04-11 19:12:34 main:574] : INFO : Epoch 1731 | loss: 0.0312064 | val_loss: 0.031224 | Time: 1276.33 ms [2022-04-11 19:12:35 main:574] : INFO : Epoch 1732 | loss: 0.0312104 | val_loss: 0.0312089 | Time: 1250.66 ms [2022-04-11 19:12:36 main:574] : INFO : Epoch 1733 | loss: 0.0312074 | val_loss: 0.0312084 | Time: 1345.61 ms [2022-04-11 19:12:38 main:574] : INFO : Epoch 1734 | loss: 0.0312076 | val_loss: 0.0312063 | Time: 1290.39 ms [2022-04-11 19:12:39 main:574] : INFO : Epoch 1735 | loss: 0.0312052 | val_loss: 0.0312064 | Time: 1306.68 ms [2022-04-11 19:12:40 main:574] : INFO : Epoch 1736 | loss: 0.0312089 | val_loss: 0.0312146 | Time: 1286.21 ms [2022-04-11 19:12:42 main:574] : INFO : Epoch 1737 | loss: 0.031209 | val_loss: 0.0312072 | Time: 1256.48 ms [2022-04-11 19:12:43 main:574] : INFO : Epoch 1738 | loss: 0.0312065 | val_loss: 0.0312067 | Time: 1342.87 ms [2022-04-11 19:12:44 main:574] : INFO : Epoch 1739 | loss: 0.0312056 | val_loss: 0.0312196 | Time: 1301.65 ms [2022-04-11 19:12:46 main:574] : INFO : Epoch 1740 | loss: 0.0312141 | val_loss: 0.0312073 | Time: 1364.31 ms [2022-04-11 19:12:47 main:574] : INFO : Epoch 1741 | loss: 0.0312057 | val_loss: 0.0312059 | Time: 1262.74 ms [2022-04-11 19:12:48 main:574] : INFO : Epoch 1742 | loss: 0.0312049 | val_loss: 0.0312058 | Time: 1256.18 ms [2022-04-11 19:12:49 main:574] : INFO : Epoch 1743 | loss: 0.031205 | val_loss: 0.0312087 | Time: 1313.27 ms [2022-04-11 19:12:51 main:574] : INFO : Epoch 1744 | loss: 0.0312067 | val_loss: 0.0312075 | Time: 1253.86 ms [2022-04-11 19:12:52 main:574] : INFO : Epoch 1745 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 1274.8 ms [2022-04-11 19:12:53 main:574] : INFO : Epoch 1746 | loss: 0.031204 | val_loss: 0.0312063 | Time: 1366.77 ms [2022-04-11 19:12:55 main:574] : INFO : Epoch 1747 | loss: 0.0312049 | val_loss: 0.0312243 | Time: 1297.34 ms [2022-04-11 19:12:56 main:574] : INFO : Epoch 1748 | loss: 0.0312084 | val_loss: 0.0312072 | Time: 1276.09 ms [2022-04-11 19:12:57 main:574] : INFO : Epoch 1749 | loss: 0.0312043 | val_loss: 0.031207 | Time: 1309.47 ms [2022-04-11 19:12:59 main:574] : INFO : Epoch 1750 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 1299.86 ms [2022-04-11 19:13:00 main:574] : INFO : Epoch 1751 | loss: 0.0312041 | val_loss: 0.0312056 | Time: 1455.45 ms [2022-04-11 19:13:02 main:574] : INFO : Epoch 1752 | loss: 0.031204 | val_loss: 0.0312098 | Time: 1373.61 ms [2022-04-11 19:13:03 main:574] : INFO : Epoch 1753 | loss: 0.0312034 | val_loss: 0.0312093 | Time: 1349.05 ms [2022-04-11 19:13:04 main:574] : INFO : Epoch 1754 | loss: 0.0312043 | val_loss: 0.0312062 | Time: 1261.06 ms [2022-04-11 19:13:05 main:574] : INFO : Epoch 1755 | loss: 0.0312046 | val_loss: 0.0312058 | Time: 1270.46 ms [2022-04-11 19:13:07 main:574] : INFO : Epoch 1756 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 1216.48 ms [2022-04-11 19:13:08 main:574] : INFO : Epoch 1757 | loss: 0.0312048 | val_loss: 0.0312075 | Time: 1264.69 ms [2022-04-11 19:13:09 main:574] : INFO : Epoch 1758 | loss: 0.0312055 | val_loss: 0.031207 | Time: 1306.16 ms [2022-04-11 19:13:11 main:574] : INFO : Epoch 1759 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 1350.63 ms [2022-04-11 19:13:12 main:574] : INFO : Epoch 1760 | loss: 0.031207 | val_loss: 0.0312053 | Time: 1236.03 ms [2022-04-11 19:13:13 main:574] : INFO : Epoch 1761 | loss: 0.0312053 | val_loss: 0.031217 | Time: 1302.23 ms [2022-04-11 19:13:15 main:574] : INFO : Epoch 1762 | loss: 0.0312059 | val_loss: 0.0312058 | Time: 1323.01 ms [2022-04-11 19:13:16 main:574] : INFO : Epoch 1763 | loss: 0.0312023 | val_loss: 0.0312107 | Time: 1343.11 ms [2022-04-11 19:13:17 main:574] : INFO : Epoch 1764 | loss: 0.0312026 | val_loss: 0.0312093 | Time: 1359.92 ms [2022-04-11 19:13:19 main:574] : INFO : Epoch 1765 | loss: 0.0312039 | val_loss: 0.0312049 | Time: 1268.43 ms [2022-04-11 19:13:20 main:574] : INFO : Epoch 1766 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 1319.63 ms [2022-04-11 19:13:21 main:574] : INFO : Epoch 1767 | loss: 0.0312052 | val_loss: 0.0312064 | Time: 1341.8 ms [2022-04-11 19:13:23 main:574] : INFO : Epoch 1768 | loss: 0.0312031 | val_loss: 0.0312053 | Time: 1303.41 ms [2022-04-11 19:13:24 main:574] : INFO : Epoch 1769 | loss: 0.0312011 | val_loss: 0.0312054 | Time: 1333.18 ms [2022-04-11 19:13:25 main:574] : INFO : Epoch 1770 | loss: 0.0312013 | val_loss: 0.0312058 | Time: 1265.53 ms [2022-04-11 19:13:26 main:574] : INFO : Epoch 1771 | loss: 0.0312006 | val_loss: 0.0312099 | Time: 1253.23 ms [2022-04-11 19:13:28 main:574] : INFO : Epoch 1772 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 1322.09 ms [2022-04-11 19:13:29 main:574] : INFO : Epoch 1773 | loss: 0.0312005 | val_loss: 0.0312146 | Time: 1296.62 ms [2022-04-11 19:13:30 main:574] : INFO : Epoch 1774 | loss: 0.0312042 | val_loss: 0.0312053 | Time: 1291.18 ms [2022-04-11 19:13:32 main:574] : INFO : Epoch 1775 | loss: 0.0312013 | val_loss: 0.0312058 | Time: 1307.63 ms [2022-04-11 19:13:33 main:574] : INFO : Epoch 1776 | loss: 0.0312021 | val_loss: 0.0312053 | Time: 1326.56 ms [2022-04-11 19:13:34 main:574] : INFO : Epoch 1777 | loss: 0.0312 | val_loss: 0.0312069 | Time: 1388.24 ms [2022-04-11 19:13:36 main:574] : INFO : Epoch 1778 | loss: 0.031201 | val_loss: 0.0312056 | Time: 1304.54 ms [2022-04-11 19:13:37 main:574] : INFO : Epoch 1779 | loss: 0.0312022 | val_loss: 0.0312121 | Time: 1291.78 ms [2022-04-11 19:13:38 main:574] : INFO : Epoch 1780 | loss: 0.0312018 | val_loss: 0.031211 | Time: 1275.22 ms [2022-04-11 19:13:40 main:574] : INFO : Epoch 1781 | loss: 0.0312069 | val_loss: 0.0312168 | Time: 1320.84 ms [2022-04-11 19:13:41 main:574] : INFO : Epoch 1782 | loss: 0.0312051 | val_loss: 0.0312071 | Time: 1264.18 ms [2022-04-11 19:13:42 main:574] : INFO : Epoch 1783 | loss: 0.0312027 | val_loss: 0.0312068 | Time: 1230.77 ms [2022-04-11 19:13:44 main:574] : INFO : Epoch 1784 | loss: 0.0311986 | val_loss: 0.0312086 | Time: 1324.59 ms [2022-04-11 19:13:45 main:574] : INFO : Epoch 1785 | loss: 0.0312005 | val_loss: 0.0312084 | Time: 1298.36 ms [2022-04-11 19:13:46 main:574] : INFO : Epoch 1786 | loss: 0.0312002 | val_loss: 0.0312079 | Time: 1274.18 ms [2022-04-11 19:13:48 main:574] : INFO : Epoch 1787 | loss: 0.0311992 | val_loss: 0.0312064 | Time: 1345.01 ms [2022-04-11 19:13:49 main:574] : INFO : Epoch 1788 | loss: 0.0311984 | val_loss: 0.0312093 | Time: 1330.58 ms [2022-04-11 19:13:50 main:574] : INFO : Epoch 1789 | loss: 0.0312 | val_loss: 0.0312091 | Time: 1271.86 ms [2022-04-11 19:13:52 main:574] : INFO : Epoch 1790 | loss: 0.0311985 | val_loss: 0.0312057 | Time: 1347.11 ms [2022-04-11 19:13:53 main:574] : INFO : Epoch 1791 | loss: 0.0311976 | val_loss: 0.0312061 | Time: 1348.86 ms [2022-04-11 19:13:54 main:574] : INFO : Epoch 1792 | loss: 0.0311992 | val_loss: 0.0312064 | Time: 1330.03 ms [2022-04-11 19:13:56 main:574] : INFO : Epoch 1793 | loss: 0.0312033 | val_loss: 0.0312061 | Time: 1288.21 ms [2022-04-11 19:13:57 main:574] : INFO : Epoch 1794 | loss: 0.0311975 | val_loss: 0.031208 | Time: 1273.36 ms [2022-04-11 19:13:58 main:574] : INFO : Epoch 1795 | loss: 0.0311993 | val_loss: 0.0312077 | Time: 1326.86 ms [2022-04-11 19:14:00 main:574] : INFO : Epoch 1796 | loss: 0.0311987 | val_loss: 0.0312053 | Time: 1347.79 ms [2022-04-11 19:14:01 main:574] : INFO : Epoch 1797 | loss: 0.0311976 | val_loss: 0.0312101 | Time: 1277.61 ms [2022-04-11 19:14:02 main:574] : INFO : Epoch 1798 | loss: 0.0311989 | val_loss: 0.0312083 | Time: 1290.94 ms [2022-04-11 19:14:03 main:574] : INFO : Epoch 1799 | loss: 0.0311987 | val_loss: 0.0312088 | Time: 1330.01 ms [2022-04-11 19:14:05 main:574] : INFO : Epoch 1800 | loss: 0.0311993 | val_loss: 0.031212 | Time: 1324.88 ms [2022-04-11 19:14:06 main:574] : INFO : Epoch 1801 | loss: 0.0312006 | val_loss: 0.0312065 | Time: 1320.51 ms [2022-04-11 19:14:07 main:574] : INFO : Epoch 1802 | loss: 0.0311981 | val_loss: 0.0312111 | Time: 1273.58 ms [2022-04-11 19:14:09 main:574] : INFO : Epoch 1803 | loss: 0.0311997 | val_loss: 0.0312081 | Time: 1227.89 ms [2022-04-11 19:14:10 main:574] : INFO : Epoch 1804 | loss: 0.0312001 | val_loss: 0.0312103 | Time: 1356.02 ms [2022-04-11 19:14:11 main:574] : INFO : Epoch 1805 | loss: 0.0312036 | val_loss: 0.0312136 | Time: 1208.28 ms [2022-04-11 19:14:13 main:574] : INFO : Epoch 1806 | loss: 0.0312003 | val_loss: 0.0312074 | Time: 1264.11 ms [2022-04-11 19:14:14 main:574] : INFO : Epoch 1807 | loss: 0.0311977 | val_loss: 0.0312076 | Time: 1350.52 ms [2022-04-11 19:14:15 main:574] : INFO : Epoch 1808 | loss: 0.0311955 | val_loss: 0.0312075 | Time: 1352.99 ms [2022-04-11 19:14:17 main:574] : INFO : Epoch 1809 | loss: 0.0311965 | val_loss: 0.0312105 | Time: 1296.25 ms [2022-04-11 19:14:18 main:574] : INFO : Epoch 1810 | loss: 0.0311994 | val_loss: 0.031209 | Time: 1256.53 ms [2022-04-11 19:14:19 main:574] : INFO : Epoch 1811 | loss: 0.0311984 | val_loss: 0.0312032 | Time: 1286.88 ms [2022-04-11 19:14:20 main:574] : INFO : Epoch 1812 | loss: 0.0311968 | val_loss: 0.0312049 | Time: 1285.54 ms [2022-04-11 19:14:22 main:574] : INFO : Epoch 1813 | loss: 0.0311977 | val_loss: 0.0312122 | Time: 1312.17 ms [2022-04-11 19:14:23 main:574] : INFO : Epoch 1814 | loss: 0.0312001 | val_loss: 0.0312091 | Time: 1283.91 ms [2022-04-11 19:14:24 main:574] : INFO : Epoch 1815 | loss: 0.0312026 | val_loss: 0.0312095 | Time: 1250.28 ms [2022-04-11 19:14:26 main:574] : INFO : Epoch 1816 | loss: 0.0312013 | val_loss: 0.0312147 | Time: 1273.54 ms [2022-04-11 19:14:27 main:574] : INFO : Epoch 1817 | loss: 0.0311976 | val_loss: 0.0312089 | Time: 1265.37 ms [2022-04-11 19:14:28 main:574] : INFO : Epoch 1818 | loss: 0.0311973 | val_loss: 0.0312079 | Time: 1312.72 ms [2022-04-11 19:14:30 main:574] : INFO : Epoch 1819 | loss: 0.0311954 | val_loss: 0.0312058 | Time: 1313.56 ms [2022-04-11 19:14:31 main:574] : INFO : Epoch 1820 | loss: 0.0311949 | val_loss: 0.0312055 | Time: 1272.3 ms [2022-04-11 19:14:32 main:574] : INFO : Epoch 1821 | loss: 0.0311968 | val_loss: 0.0312066 | Time: 1321.52 ms [2022-04-11 19:14:33 main:574] : INFO : Epoch 1822 | loss: 0.0311996 | val_loss: 0.0312097 | Time: 1309.59 ms [2022-04-11 19:14:35 main:574] : INFO : Epoch 1823 | loss: 0.0312002 | val_loss: 0.0312044 | Time: 1315.93 ms [2022-04-11 19:14:36 main:574] : INFO : Epoch 1824 | loss: 0.0311957 | val_loss: 0.0312047 | Time: 1309.9 ms [2022-04-11 19:14:37 main:574] : INFO : Epoch 1825 | loss: 0.0311965 | val_loss: 0.031205 | Time: 1288.5 ms [2022-04-11 19:14:39 main:574] : INFO : Epoch 1826 | loss: 0.0311964 | val_loss: 0.0312063 | Time: 1317.26 ms [2022-04-11 19:14:40 main:574] : INFO : Epoch 1827 | loss: 0.0311968 | val_loss: 0.0312136 | Time: 1283.04 ms [2022-04-11 19:14:41 main:574] : INFO : Epoch 1828 | loss: 0.0311988 | val_loss: 0.0312095 | Time: 1226.76 ms [2022-04-11 19:14:43 main:574] : INFO : Epoch 1829 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 1256.1 ms [2022-04-11 19:14:44 main:574] : INFO : Epoch 1830 | loss: 0.0311952 | val_loss: 0.0312085 | Time: 1291.09 ms [2022-04-11 19:14:45 main:574] : INFO : Epoch 1831 | loss: 0.0311958 | val_loss: 0.0312092 | Time: 1308.25 ms [2022-04-11 19:14:47 main:574] : INFO : Epoch 1832 | loss: 0.0311981 | val_loss: 0.0312059 | Time: 1326.71 ms [2022-04-11 19:14:48 main:574] : INFO : Epoch 1833 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 1367.18 ms [2022-04-11 19:14:49 main:574] : INFO : Epoch 1834 | loss: 0.0311991 | val_loss: 0.0312072 | Time: 1233.56 ms [2022-04-11 19:14:50 main:574] : INFO : Epoch 1835 | loss: 0.0311993 | val_loss: 0.0312063 | Time: 1273.66 ms [2022-04-11 19:14:52 main:574] : INFO : Epoch 1836 | loss: 0.0312003 | val_loss: 0.0312056 | Time: 1322.25 ms [2022-04-11 19:14:53 main:574] : INFO : Epoch 1837 | loss: 0.0311987 | val_loss: 0.0312054 | Time: 1337.39 ms [2022-04-11 19:14:54 main:574] : INFO : Epoch 1838 | loss: 0.0311983 | val_loss: 0.0312045 | Time: 1287.33 ms [2022-04-11 19:14:56 main:574] : INFO : Epoch 1839 | loss: 0.0311977 | val_loss: 0.031205 | Time: 1233.75 ms [2022-04-11 19:14:57 main:574] : INFO : Epoch 1840 | loss: 0.0311993 | val_loss: 0.0312157 | Time: 1311.32 ms [2022-04-11 19:14:58 main:574] : INFO : Epoch 1841 | loss: 0.0312038 | val_loss: 0.0312113 | Time: 1313.95 ms [2022-04-11 19:15:00 main:574] : INFO : Epoch 1842 | loss: 0.0311995 | val_loss: 0.0312049 | Time: 1286.63 ms [2022-04-11 19:15:01 main:574] : INFO : Epoch 1843 | loss: 0.0311969 | val_loss: 0.0312086 | Time: 1358.82 ms [2022-04-11 19:15:02 main:574] : INFO : Epoch 1844 | loss: 0.0311979 | val_loss: 0.0312046 | Time: 1339.49 ms [2022-04-11 19:15:04 main:574] : INFO : Epoch 1845 | loss: 0.0312006 | val_loss: 0.0312049 | Time: 1328.32 ms [2022-04-11 19:15:05 main:574] : INFO : Epoch 1846 | loss: 0.0311978 | val_loss: 0.0312047 | Time: 1340.04 ms [2022-04-11 19:15:06 main:574] : INFO : Epoch 1847 | loss: 0.0312013 | val_loss: 0.0312192 | Time: 1353.71 ms [2022-04-11 19:15:08 main:574] : INFO : Epoch 1848 | loss: 0.0311991 | val_loss: 0.0312054 | Time: 1294.91 ms [2022-04-11 19:15:09 main:574] : INFO : Epoch 1849 | loss: 0.0311964 | val_loss: 0.0312064 | Time: 1282.61 ms [2022-04-11 19:15:10 main:574] : INFO : Epoch 1850 | loss: 0.0311977 | val_loss: 0.0312045 | Time: 1297.1 ms [2022-04-11 19:15:12 main:574] : INFO : Epoch 1851 | loss: 0.0311993 | val_loss: 0.0312114 | Time: 1345.54 ms [2022-04-11 19:15:13 main:574] : INFO : Epoch 1852 | loss: 0.031202 | val_loss: 0.0312071 | Time: 1244.22 ms [2022-04-11 19:15:14 main:574] : INFO : Epoch 1853 | loss: 0.0311975 | val_loss: 0.0312058 | Time: 1295.47 ms [2022-04-11 19:15:16 main:574] : INFO : Epoch 1854 | loss: 0.0311969 | val_loss: 0.031209 | Time: 1250.12 ms [2022-04-11 19:15:17 main:574] : INFO : Epoch 1855 | loss: 0.031199 | val_loss: 0.031204 | Time: 1277.16 ms [2022-04-11 19:15:18 main:574] : INFO : Epoch 1856 | loss: 0.0311969 | val_loss: 0.0312033 | Time: 1292.06 ms [2022-04-11 19:15:19 main:574] : INFO : Epoch 1857 | loss: 0.0311967 | val_loss: 0.0312037 | Time: 1354.93 ms [2022-04-11 19:15:21 main:574] : INFO : Epoch 1858 | loss: 0.031199 | val_loss: 0.0312108 | Time: 1285.3 ms [2022-04-11 19:15:22 main:574] : INFO : Epoch 1859 | loss: 0.0311978 | val_loss: 0.0312125 | Time: 1242.38 ms [2022-04-11 19:15:23 main:574] : INFO : Epoch 1860 | loss: 0.0311994 | val_loss: 0.0312068 | Time: 1345.87 ms [2022-04-11 19:15:25 main:574] : INFO : Epoch 1861 | loss: 0.0311971 | val_loss: 0.031213 | Time: 1258.48 ms [2022-04-11 19:15:26 main:574] : INFO : Epoch 1862 | loss: 0.0311998 | val_loss: 0.0312104 | Time: 1268.75 ms [2022-04-11 19:15:27 main:574] : INFO : Epoch 1863 | loss: 0.031196 | val_loss: 0.0312056 | Time: 1352.94 ms [2022-04-11 19:15:29 main:574] : INFO : Epoch 1864 | loss: 0.0311974 | val_loss: 0.0312056 | Time: 1308.49 ms [2022-04-11 19:15:30 main:574] : INFO : Epoch 1865 | loss: 0.0311958 | val_loss: 0.0312032 | Time: 1249.98 ms [2022-04-11 19:15:31 main:574] : INFO : Epoch 1866 | loss: 0.0311963 | val_loss: 0.0312033 | Time: 1322.28 ms [2022-04-11 19:15:33 main:574] : INFO : Epoch 1867 | loss: 0.0311973 | val_loss: 0.0312028 | Time: 1338.3 ms [2022-04-11 19:15:34 main:574] : INFO : Epoch 1868 | loss: 0.0311965 | val_loss: 0.0312034 | Time: 1256.87 ms [2022-04-11 19:15:35 main:574] : INFO : Epoch 1869 | loss: 0.0311956 | val_loss: 0.0312111 | Time: 1237.29 ms [2022-04-11 19:15:36 main:574] : INFO : Epoch 1870 | loss: 0.031198 | val_loss: 0.0312044 | Time: 1222.61 ms [2022-04-11 19:15:38 main:574] : INFO : Epoch 1871 | loss: 0.0311954 | val_loss: 0.031204 | Time: 1293.88 ms [2022-04-11 19:15:39 main:574] : INFO : Epoch 1872 | loss: 0.0311954 | val_loss: 0.0312044 | Time: 1296.2 ms [2022-04-11 19:15:40 main:574] : INFO : Epoch 1873 | loss: 0.0311944 | val_loss: 0.0312024 | Time: 1345.39 ms [2022-04-11 19:15:42 main:574] : INFO : Epoch 1874 | loss: 0.0311952 | val_loss: 0.0312043 | Time: 1267.01 ms [2022-04-11 19:15:43 main:574] : INFO : Epoch 1875 | loss: 0.031196 | val_loss: 0.0312071 | Time: 1343.39 ms [2022-04-11 19:15:44 main:574] : INFO : Epoch 1876 | loss: 0.0311957 | val_loss: 0.0312033 | Time: 1257.81 ms [2022-04-11 19:15:46 main:574] : INFO : Epoch 1877 | loss: 0.0311963 | val_loss: 0.0312026 | Time: 1290.51 ms [2022-04-11 19:15:47 main:574] : INFO : Epoch 1878 | loss: 0.0311945 | val_loss: 0.0312049 | Time: 1292.66 ms [2022-04-11 19:15:48 main:574] : INFO : Epoch 1879 | loss: 0.0311952 | val_loss: 0.0312077 | Time: 1252.6 ms [2022-04-11 19:15:49 main:574] : INFO : Epoch 1880 | loss: 0.0311978 | val_loss: 0.0312023 | Time: 1331.81 ms [2022-04-11 19:15:51 main:574] : INFO : Epoch 1881 | loss: 0.0311944 | val_loss: 0.0312027 | Time: 1299.6 ms [2022-04-11 19:15:52 main:574] : INFO : Epoch 1882 | loss: 0.0311945 | val_loss: 0.0312048 | Time: 1267.76 ms [2022-04-11 19:15:53 main:574] : INFO : Epoch 1883 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 1317.72 ms [2022-04-11 19:15:55 main:574] : INFO : Epoch 1884 | loss: 0.0311942 | val_loss: 0.0312056 | Time: 1302.7 ms [2022-04-11 19:15:56 main:574] : INFO : Epoch 1885 | loss: 0.0311953 | val_loss: 0.0312043 | Time: 1350.95 ms [2022-04-11 19:15:57 main:574] : INFO : Epoch 1886 | loss: 0.0311954 | val_loss: 0.0312049 | Time: 1325.73 ms [2022-04-11 19:15:59 main:574] : INFO : Epoch 1887 | loss: 0.0311947 | val_loss: 0.0312033 | Time: 1315.15 ms [2022-04-11 19:16:00 main:574] : INFO : Epoch 1888 | loss: 0.0311937 | val_loss: 0.0312026 | Time: 1378.99 ms [2022-04-11 19:16:02 main:574] : INFO : Epoch 1889 | loss: 0.0311938 | val_loss: 0.0312027 | Time: 1680.71 ms [2022-04-11 19:16:03 main:574] : INFO : Epoch 1890 | loss: 0.0311944 | val_loss: 0.0312142 | Time: 1513.29 ms [2022-04-11 19:16:05 main:574] : INFO : Epoch 1891 | loss: 0.0311981 | val_loss: 0.0312039 | Time: 1461.25 ms [2022-04-11 19:16:06 main:574] : INFO : Epoch 1892 | loss: 0.0311943 | val_loss: 0.0312038 | Time: 1393.53 ms [2022-04-11 19:16:08 main:574] : INFO : Epoch 1893 | loss: 0.0311943 | val_loss: 0.0312029 | Time: 1385.22 ms [2022-04-11 19:16:09 main:574] : INFO : Epoch 1894 | loss: 0.0311973 | val_loss: 0.0312057 | Time: 1383.13 ms [2022-04-11 19:16:10 main:574] : INFO : Epoch 1895 | loss: 0.031196 | val_loss: 0.0312065 | Time: 1386.14 ms [2022-04-11 19:16:12 main:574] : INFO : Epoch 1896 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 1394.63 ms [2022-04-11 19:16:13 main:574] : INFO : Epoch 1897 | loss: 0.0311942 | val_loss: 0.031206 | Time: 1382.79 ms [2022-04-11 19:16:15 main:574] : INFO : Epoch 1898 | loss: 0.0311964 | val_loss: 0.0312047 | Time: 1317.65 ms [2022-04-11 19:16:16 main:574] : INFO : Epoch 1899 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 1285.14 ms [2022-04-11 19:16:17 main:574] : INFO : Epoch 1900 | loss: 0.031194 | val_loss: 0.0312081 | Time: 1351.29 ms [2022-04-11 19:16:19 main:574] : INFO : Epoch 1901 | loss: 0.0311949 | val_loss: 0.0312031 | Time: 1375.29 ms [2022-04-11 19:16:20 main:574] : INFO : Epoch 1902 | loss: 0.0311943 | val_loss: 0.0312054 | Time: 1280.54 ms [2022-04-11 19:16:21 main:574] : INFO : Epoch 1903 | loss: 0.0311946 | val_loss: 0.0312053 | Time: 1328.5 ms [2022-04-11 19:16:23 main:574] : INFO : Epoch 1904 | loss: 0.0311937 | val_loss: 0.0312037 | Time: 1273.17 ms [2022-04-11 19:16:24 main:574] : INFO : Epoch 1905 | loss: 0.031193 | val_loss: 0.0312057 | Time: 1266.54 ms [2022-04-11 19:16:25 main:574] : INFO : Epoch 1906 | loss: 0.0311946 | val_loss: 0.0312051 | Time: 1245.19 ms [2022-04-11 19:16:26 main:574] : INFO : Epoch 1907 | loss: 0.0311941 | val_loss: 0.0312046 | Time: 1286.6 ms [2022-04-11 19:16:28 main:574] : INFO : Epoch 1908 | loss: 0.0311924 | val_loss: 0.0312024 | Time: 1272.57 ms [2022-04-11 19:16:29 main:574] : INFO : Epoch 1909 | loss: 0.0311927 | val_loss: 0.0312132 | Time: 1285.94 ms [2022-04-11 19:16:30 main:574] : INFO : Epoch 1910 | loss: 0.0311946 | val_loss: 0.031203 | Time: 1268 ms [2022-04-11 19:16:32 main:574] : INFO : Epoch 1911 | loss: 0.0311954 | val_loss: 0.0312029 | Time: 1260.41 ms [2022-04-11 19:16:33 main:574] : INFO : Epoch 1912 | loss: 0.0311934 | val_loss: 0.0312127 | Time: 1338.48 ms [2022-04-11 19:16:34 main:574] : INFO : Epoch 1913 | loss: 0.031193 | val_loss: 0.0312036 | Time: 1322.19 ms [2022-04-11 19:16:36 main:574] : INFO : Epoch 1914 | loss: 0.0311959 | val_loss: 0.0312078 | Time: 1337.17 ms [2022-04-11 19:16:37 main:574] : INFO : Epoch 1915 | loss: 0.0311962 | val_loss: 0.031204 | Time: 1211.76 ms [2022-04-11 19:16:38 main:574] : INFO : Epoch 1916 | loss: 0.0311968 | val_loss: 0.0312032 | Time: 1260.05 ms [2022-04-11 19:16:39 main:574] : INFO : Epoch 1917 | loss: 0.0311956 | val_loss: 0.0312087 | Time: 1328.81 ms [2022-04-11 19:16:41 main:574] : INFO : Epoch 1918 | loss: 0.0311971 | val_loss: 0.0312025 | Time: 1236.5 ms [2022-04-11 19:16:42 main:574] : INFO : Epoch 1919 | loss: 0.0311948 | val_loss: 0.0312057 | Time: 1301.18 ms [2022-04-11 19:16:43 main:574] : INFO : Epoch 1920 | loss: 0.0311983 | val_loss: 0.0312077 | Time: 1311.65 ms [2022-04-11 19:16:45 main:574] : INFO : Epoch 1921 | loss: 0.0312012 | val_loss: 0.0312055 | Time: 1330.85 ms [2022-04-11 19:16:46 main:574] : INFO : Epoch 1922 | loss: 0.0311971 | val_loss: 0.0312027 | Time: 1283.52 ms [2022-04-11 19:16:47 main:574] : INFO : Epoch 1923 | loss: 0.0311929 | val_loss: 0.0312031 | Time: 1297.15 ms [2022-04-11 19:16:49 main:574] : INFO : Epoch 1924 | loss: 0.0311924 | val_loss: 0.031203 | Time: 1214.65 ms [2022-04-11 19:16:50 main:574] : INFO : Epoch 1925 | loss: 0.0311938 | val_loss: 0.0312059 | Time: 1312.89 ms [2022-04-11 19:16:51 main:574] : INFO : Epoch 1926 | loss: 0.0311935 | val_loss: 0.0312025 | Time: 1274.3 ms [2022-04-11 19:16:52 main:574] : INFO : Epoch 1927 | loss: 0.0311928 | val_loss: 0.031204 | Time: 1291.44 ms [2022-04-11 19:16:54 main:574] : INFO : Epoch 1928 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 1305.85 ms [2022-04-11 19:16:55 main:574] : INFO : Epoch 1929 | loss: 0.0311945 | val_loss: 0.0312031 | Time: 1340.6 ms [2022-04-11 19:16:56 main:574] : INFO : Epoch 1930 | loss: 0.0311947 | val_loss: 0.0312021 | Time: 1255.04 ms [2022-04-11 19:16:58 main:574] : INFO : Epoch 1931 | loss: 0.0311939 | val_loss: 0.0312023 | Time: 1310.24 ms [2022-04-11 19:16:59 main:574] : INFO : Epoch 1932 | loss: 0.0311934 | val_loss: 0.0312108 | Time: 1269.15 ms [2022-04-11 19:17:00 main:574] : INFO : Epoch 1933 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 1360.67 ms [2022-04-11 19:17:02 main:574] : INFO : Epoch 1934 | loss: 0.0311923 | val_loss: 0.0312013 | Time: 1247.87 ms [2022-04-11 19:17:03 main:574] : INFO : Epoch 1935 | loss: 0.031192 | val_loss: 0.031201 | Time: 1270.66 ms [2022-04-11 19:17:04 main:574] : INFO : Epoch 1936 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 1301.75 ms [2022-04-11 19:17:06 main:574] : INFO : Epoch 1937 | loss: 0.0311993 | val_loss: 0.0312036 | Time: 1282.56 ms [2022-04-11 19:17:07 main:574] : INFO : Epoch 1938 | loss: 0.0311944 | val_loss: 0.0312056 | Time: 1308.75 ms [2022-04-11 19:17:08 main:574] : INFO : Epoch 1939 | loss: 0.0311934 | val_loss: 0.031201 | Time: 1291.17 ms [2022-04-11 19:17:10 main:574] : INFO : Epoch 1940 | loss: 0.0311919 | val_loss: 0.031204 | Time: 1328.91 ms [2022-04-11 19:17:11 main:574] : INFO : Epoch 1941 | loss: 0.0311923 | val_loss: 0.0312048 | Time: 1264.54 ms [2022-04-11 19:17:12 main:574] : INFO : Epoch 1942 | loss: 0.0311957 | val_loss: 0.0312074 | Time: 1309.77 ms [2022-04-11 19:17:14 main:574] : INFO : Epoch 1943 | loss: 0.0311944 | val_loss: 0.0312004 | Time: 1330.24 ms [2022-04-11 19:17:15 main:574] : INFO : Epoch 1944 | loss: 0.0311939 | val_loss: 0.0312061 | Time: 1345.08 ms [2022-04-11 19:17:16 main:574] : INFO : Epoch 1945 | loss: 0.031197 | val_loss: 0.0312065 | Time: 1274.3 ms [2022-04-11 19:17:17 main:574] : INFO : Epoch 1946 | loss: 0.0311935 | val_loss: 0.0312089 | Time: 1252.87 ms [2022-04-11 19:17:19 main:574] : INFO : Epoch 1947 | loss: 0.0311933 | val_loss: 0.0312011 | Time: 1360.22 ms [2022-04-11 19:17:20 main:574] : INFO : Epoch 1948 | loss: 0.0311918 | val_loss: 0.0312027 | Time: 1258.83 ms [2022-04-11 19:17:21 main:574] : INFO : Epoch 1949 | loss: 0.0311951 | val_loss: 0.0312029 | Time: 1313.36 ms [2022-04-11 19:17:23 main:574] : INFO : Epoch 1950 | loss: 0.0311954 | val_loss: 0.0312044 | Time: 1230.01 ms [2022-04-11 19:17:24 main:574] : INFO : Epoch 1951 | loss: 0.0311969 | val_loss: 0.0312 | Time: 1319.74 ms [2022-04-11 19:17:25 main:574] : INFO : Epoch 1952 | loss: 0.0311959 | val_loss: 0.0311996 | Time: 1299.38 ms [2022-04-11 19:17:27 main:574] : INFO : Epoch 1953 | loss: 0.0311952 | val_loss: 0.0312014 | Time: 1283.91 ms [2022-04-11 19:17:28 main:574] : INFO : Epoch 1954 | loss: 0.0311955 | val_loss: 0.0312011 | Time: 1264.53 ms [2022-04-11 19:17:29 main:574] : INFO : Epoch 1955 | loss: 0.0311955 | val_loss: 0.0312009 | Time: 1344.62 ms [2022-04-11 19:17:31 main:574] : INFO : Epoch 1956 | loss: 0.0311947 | val_loss: 0.0312053 | Time: 1284.33 ms [2022-04-11 19:17:32 main:574] : INFO : Epoch 1957 | loss: 0.0311954 | val_loss: 0.0312044 | Time: 1243.52 ms [2022-04-11 19:17:33 main:574] : INFO : Epoch 1958 | loss: 0.0311956 | val_loss: 0.0312127 | Time: 1221.6 ms [2022-04-11 19:17:34 main:574] : INFO : Epoch 1959 | loss: 0.031195 | val_loss: 0.0312 | Time: 1302.35 ms [2022-04-11 19:17:36 main:574] : INFO : Epoch 1960 | loss: 0.0311948 | val_loss: 0.0311989 | Time: 1285.33 ms [2022-04-11 19:17:37 main:574] : INFO : Epoch 1961 | loss: 0.0311955 | val_loss: 0.0312007 | Time: 1334.42 ms [2022-04-11 19:17:38 main:574] : INFO : Epoch 1962 | loss: 0.0311952 | val_loss: 0.0312025 | Time: 1284.42 ms [2022-04-11 19:17:40 main:574] : INFO : Epoch 1963 | loss: 0.0311958 | val_loss: 0.0312004 | Time: 1383.2 ms [2022-04-11 19:17:41 main:574] : INFO : Epoch 1964 | loss: 0.0311935 | val_loss: 0.0312036 | Time: 1412.09 ms [2022-04-11 19:17:42 main:574] : INFO : Epoch 1965 | loss: 0.0311961 | val_loss: 0.0312017 | Time: 1272.43 ms [2022-04-11 19:17:44 main:574] : INFO : Epoch 1966 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 1249.39 ms [2022-04-11 19:17:45 main:574] : INFO : Epoch 1967 | loss: 0.0311949 | val_loss: 0.0312014 | Time: 1280.63 ms [2022-04-11 19:17:46 main:574] : INFO : Epoch 1968 | loss: 0.0311983 | val_loss: 0.0312029 | Time: 1264.59 ms [2022-04-11 19:17:48 main:574] : INFO : Epoch 1969 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1294.69 ms [2022-04-11 19:17:49 main:574] : INFO : Epoch 1970 | loss: 0.0312025 | val_loss: 0.0312006 | Time: 1235.35 ms [2022-04-11 19:17:50 main:574] : INFO : Epoch 1971 | loss: 0.0311981 | val_loss: 0.0312007 | Time: 1252.08 ms [2022-04-11 19:17:51 main:574] : INFO : Epoch 1972 | loss: 0.0311985 | val_loss: 0.0312002 | Time: 1266.59 ms [2022-04-11 19:17:53 main:574] : INFO : Epoch 1973 | loss: 0.0311974 | val_loss: 0.0312002 | Time: 1319.44 ms [2022-04-11 19:17:54 main:574] : INFO : Epoch 1974 | loss: 0.0311971 | val_loss: 0.0312007 | Time: 1234.04 ms [2022-04-11 19:17:55 main:574] : INFO : Epoch 1975 | loss: 0.0311955 | val_loss: 0.0311993 | Time: 1280.33 ms [2022-04-11 19:17:57 main:574] : INFO : Epoch 1976 | loss: 0.0311954 | val_loss: 0.0312034 | Time: 1332.79 ms [2022-04-11 19:17:58 main:574] : INFO : Epoch 1977 | loss: 0.0311985 | val_loss: 0.0311996 | Time: 1321.34 ms [2022-04-11 19:17:59 main:574] : INFO : Epoch 1978 | loss: 0.0311955 | val_loss: 0.0312009 | Time: 1306.68 ms [2022-04-11 19:18:01 main:574] : INFO : Epoch 1979 | loss: 0.0311945 | val_loss: 0.0312001 | Time: 1272.31 ms [2022-04-11 19:18:02 main:574] : INFO : Epoch 1980 | loss: 0.031196 | val_loss: 0.0312012 | Time: 1355.31 ms [2022-04-11 19:18:03 main:574] : INFO : Epoch 1981 | loss: 0.0311972 | val_loss: 0.0311994 | Time: 1300.23 ms [2022-04-11 19:18:05 main:574] : INFO : Epoch 1982 | loss: 0.0311945 | val_loss: 0.0312035 | Time: 1285.99 ms [2022-04-11 19:18:06 main:574] : INFO : Epoch 1983 | loss: 0.0311963 | val_loss: 0.031202 | Time: 1287.35 ms [2022-04-11 19:18:07 main:574] : INFO : Epoch 1984 | loss: 0.0311964 | val_loss: 0.0311988 | Time: 1371.88 ms [2022-04-11 19:18:09 main:574] : INFO : Epoch 1985 | loss: 0.0311948 | val_loss: 0.0312009 | Time: 1377.21 ms [2022-04-11 19:18:10 main:574] : INFO : Epoch 1986 | loss: 0.0311945 | val_loss: 0.031201 | Time: 1309 ms [2022-04-11 19:18:11 main:574] : INFO : Epoch 1987 | loss: 0.0311937 | val_loss: 0.0312007 | Time: 1347.8 ms [2022-04-11 19:18:13 main:574] : INFO : Epoch 1988 | loss: 0.0311933 | val_loss: 0.0312005 | Time: 1298.3 ms [2022-04-11 19:18:14 main:574] : INFO : Epoch 1989 | loss: 0.0311958 | val_loss: 0.0312066 | Time: 1268.99 ms [2022-04-11 19:18:15 main:574] : INFO : Epoch 1990 | loss: 0.0311944 | val_loss: 0.0312004 | Time: 1238.19 ms [2022-04-11 19:18:17 main:574] : INFO : Epoch 1991 | loss: 0.0311957 | val_loss: 0.0311978 | Time: 1265.4 ms [2022-04-11 19:18:18 main:574] : INFO : Epoch 1992 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 1329.13 ms [2022-04-11 19:18:19 main:574] : INFO : Epoch 1993 | loss: 0.0311939 | val_loss: 0.0312022 | Time: 1379.51 ms [2022-04-11 19:18:21 main:574] : INFO : Epoch 1994 | loss: 0.0311957 | val_loss: 0.0311995 | Time: 1264.42 ms [2022-04-11 19:18:22 main:574] : INFO : Epoch 1995 | loss: 0.0311945 | val_loss: 0.0312027 | Time: 1334.95 ms [2022-04-11 19:18:23 main:574] : INFO : Epoch 1996 | loss: 0.0311937 | val_loss: 0.0311998 | Time: 1281.92 ms [2022-04-11 19:18:25 main:574] : INFO : Epoch 1997 | loss: 0.0311927 | val_loss: 0.0311993 | Time: 1294.65 ms [2022-04-11 19:18:26 main:574] : INFO : Epoch 1998 | loss: 0.0311944 | val_loss: 0.0312009 | Time: 1257.01 ms [2022-04-11 19:18:27 main:574] : INFO : Epoch 1999 | loss: 0.0311963 | val_loss: 0.0311982 | Time: 1282.26 ms [2022-04-11 19:18:28 main:574] : INFO : Epoch 2000 | loss: 0.0311969 | val_loss: 0.0312018 | Time: 1316.32 ms [2022-04-11 19:18:30 main:574] : INFO : Epoch 2001 | loss: 0.031199 | val_loss: 0.0312042 | Time: 1297.08 ms [2022-04-11 19:18:31 main:574] : INFO : Epoch 2002 | loss: 0.0311983 | val_loss: 0.031197 | Time: 1320.63 ms [2022-04-11 19:18:32 main:574] : INFO : Epoch 2003 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 1297.18 ms [2022-04-11 19:18:34 main:574] : INFO : Epoch 2004 | loss: 0.0311946 | val_loss: 0.0312006 | Time: 1339.21 ms [2022-04-11 19:18:35 main:574] : INFO : Epoch 2005 | loss: 0.0311934 | val_loss: 0.0312 | Time: 1391.95 ms [2022-04-11 19:18:37 main:574] : INFO : Epoch 2006 | loss: 0.031193 | val_loss: 0.0311999 | Time: 1338.59 ms [2022-04-11 19:18:38 main:574] : INFO : Epoch 2007 | loss: 0.0311954 | val_loss: 0.0312038 | Time: 1301.29 ms [2022-04-11 19:18:39 main:574] : INFO : Epoch 2008 | loss: 0.0311996 | val_loss: 0.0312018 | Time: 1270.92 ms [2022-04-11 19:18:40 main:574] : INFO : Epoch 2009 | loss: 0.0311951 | val_loss: 0.0311988 | Time: 1302.23 ms [2022-04-11 19:18:42 main:574] : INFO : Epoch 2010 | loss: 0.031193 | val_loss: 0.031199 | Time: 1272.6 ms [2022-04-11 19:18:43 main:574] : INFO : Epoch 2011 | loss: 0.0311938 | val_loss: 0.0311981 | Time: 1247.86 ms [2022-04-11 19:18:44 main:574] : INFO : Epoch 2012 | loss: 0.031195 | val_loss: 0.0312065 | Time: 1318.56 ms [2022-04-11 19:18:46 main:574] : INFO : Epoch 2013 | loss: 0.0311951 | val_loss: 0.0311983 | Time: 1262.86 ms [2022-04-11 19:18:47 main:574] : INFO : Epoch 2014 | loss: 0.0311955 | val_loss: 0.0312031 | Time: 1246.27 ms [2022-04-11 19:18:48 main:574] : INFO : Epoch 2015 | loss: 0.0311944 | val_loss: 0.0312006 | Time: 1338.78 ms [2022-04-11 19:18:50 main:574] : INFO : Epoch 2016 | loss: 0.0311936 | val_loss: 0.0312029 | Time: 1274.03 ms [2022-04-11 19:18:51 main:574] : INFO : Epoch 2017 | loss: 0.0311938 | val_loss: 0.031202 | Time: 1212.62 ms [2022-04-11 19:18:52 main:574] : INFO : Epoch 2018 | loss: 0.0311977 | val_loss: 0.0312019 | Time: 1305.45 ms [2022-04-11 19:18:53 main:574] : INFO : Epoch 2019 | loss: 0.0311968 | val_loss: 0.0312002 | Time: 1273.32 ms [2022-04-11 19:18:55 main:574] : INFO : Epoch 2020 | loss: 0.0311977 | val_loss: 0.0312054 | Time: 1334.13 ms [2022-04-11 19:18:56 main:574] : INFO : Epoch 2021 | loss: 0.0311923 | val_loss: 0.0312017 | Time: 1333.86 ms [2022-04-11 19:18:57 main:574] : INFO : Epoch 2022 | loss: 0.0311913 | val_loss: 0.0312034 | Time: 1250.75 ms [2022-04-11 19:18:59 main:574] : INFO : Epoch 2023 | loss: 0.0311911 | val_loss: 0.0312035 | Time: 1268.41 ms [2022-04-11 19:19:00 main:574] : INFO : Epoch 2024 | loss: 0.0311955 | val_loss: 0.031202 | Time: 1429.3 ms [2022-04-11 19:19:01 main:574] : INFO : Epoch 2025 | loss: 0.0311976 | val_loss: 0.0312016 | Time: 1251.87 ms [2022-04-11 19:19:03 main:574] : INFO : Epoch 2026 | loss: 0.0311959 | val_loss: 0.0312003 | Time: 1297.28 ms [2022-04-11 19:19:04 main:574] : INFO : Epoch 2027 | loss: 0.0311945 | val_loss: 0.0311994 | Time: 1253.7 ms [2022-04-11 19:19:05 main:574] : INFO : Epoch 2028 | loss: 0.0311959 | val_loss: 0.0311984 | Time: 1316.31 ms [2022-04-11 19:19:07 main:574] : INFO : Epoch 2029 | loss: 0.0311964 | val_loss: 0.0312032 | Time: 1349.16 ms [2022-04-11 19:19:08 main:574] : INFO : Epoch 2030 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 1273.68 ms [2022-04-11 19:19:09 main:574] : INFO : Epoch 2031 | loss: 0.0311935 | val_loss: 0.0312002 | Time: 1295.67 ms [2022-04-11 19:19:11 main:574] : INFO : Epoch 2032 | loss: 0.0311933 | val_loss: 0.0312 | Time: 1300 ms [2022-04-11 19:19:12 main:574] : INFO : Epoch 2033 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1307.22 ms [2022-04-11 19:19:13 main:574] : INFO : Epoch 2034 | loss: 0.0311924 | val_loss: 0.0311991 | Time: 1238.44 ms [2022-04-11 19:19:14 main:574] : INFO : Epoch 2035 | loss: 0.0311931 | val_loss: 0.0311995 | Time: 1268.67 ms [2022-04-11 19:19:16 main:574] : INFO : Epoch 2036 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 1315.93 ms [2022-04-11 19:19:17 main:574] : INFO : Epoch 2037 | loss: 0.0311936 | val_loss: 0.0312002 | Time: 1266.93 ms [2022-04-11 19:19:18 main:574] : INFO : Epoch 2038 | loss: 0.0311956 | val_loss: 0.0312 | Time: 1250.13 ms [2022-04-11 19:19:20 main:574] : INFO : Epoch 2039 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1269.81 ms [2022-04-11 19:19:21 main:574] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.0312117 | Time: 1356.75 ms [2022-04-11 19:19:22 main:574] : INFO : Epoch 2041 | loss: 0.031203 | val_loss: 0.031201 | Time: 1271.85 ms [2022-04-11 19:19:24 main:574] : INFO : Epoch 2042 | loss: 0.0311959 | val_loss: 0.0312 | Time: 1274.23 ms [2022-04-11 19:19:25 main:574] : INFO : Epoch 2043 | loss: 0.0311929 | val_loss: 0.031199 | Time: 1315.24 ms [2022-04-11 19:19:26 main:574] : INFO : Epoch 2044 | loss: 0.0311933 | val_loss: 0.0311986 | Time: 1289.44 ms [2022-04-11 19:19:27 main:574] : INFO : Epoch 2045 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 1288.4 ms [2022-04-11 19:19:29 main:574] : INFO : Epoch 2046 | loss: 0.0311959 | val_loss: 0.0312026 | Time: 1265.62 ms [2022-04-11 19:19:30 main:574] : INFO : Epoch 2047 | loss: 0.0311964 | val_loss: 0.0312013 | Time: 1282.83 ms [2022-04-11 19:19:31 main:574] : INFO : Epoch 2048 | loss: 0.0311969 | val_loss: 0.0311996 | Time: 1317.48 ms [2022-04-11 19:19:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311996 [2022-04-11 19:19:31 main:603] : INFO : Saving end state to config to file [2022-04-11 19:19:31 main:608] : INFO : Success, exiting.. 19:19:31 (6220): 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)