Task 13303876
| Name | ParityModified-1647042286-23355-1-0_0 |
| Workunit | 10418461 |
| Created | 17 Mar 2022, 2:20:39 UTC |
| Sent | 22 Mar 2022, 20:07:05 UTC |
| Report deadline | 30 Mar 2022, 20:07:05 UTC |
| Received | 23 Mar 2022, 20:36:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18789 |
| Run time | 1 hours 28 min 36 sec |
| CPU time | 1 hours 27 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.19 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.81 GB |
| Peak swap size | 4.59 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: 0.0310884 | val_loss: 0.0312231 | Time: 1504.2 ms
[2022-03-23 15:23:53 main:574] : INFO : Epoch 1543 | loss: 0.0310849 | val_loss: 0.0312192 | Time: 1161.86 ms
[2022-03-23 15:23:54 main:574] : INFO : Epoch 1544 | loss: 0.0310849 | val_loss: 0.0312295 | Time: 1293.55 ms
[2022-03-23 15:23:56 main:574] : INFO : Epoch 1545 | loss: 0.0310861 | val_loss: 0.0312234 | Time: 1510.33 ms
[2022-03-23 15:23:57 main:574] : INFO : Epoch 1546 | loss: 0.0310816 | val_loss: 0.0312194 | Time: 1533.31 ms
[2022-03-23 15:23:59 main:574] : INFO : Epoch 1547 | loss: 0.0310834 | val_loss: 0.0312213 | Time: 1503.53 ms
[2022-03-23 15:24:00 main:574] : INFO : Epoch 1548 | loss: 0.0310842 | val_loss: 0.0312285 | Time: 1505.43 ms
[2022-03-23 15:24:02 main:574] : INFO : Epoch 1549 | loss: 0.0310798 | val_loss: 0.0312249 | Time: 1521.14 ms
[2022-03-23 15:24:03 main:574] : INFO : Epoch 1550 | loss: 0.031091 | val_loss: 0.0312248 | Time: 1140.48 ms
[2022-03-23 15:24:04 main:574] : INFO : Epoch 1551 | loss: 0.0310898 | val_loss: 0.031236 | Time: 1304.46 ms
[2022-03-23 15:24:06 main:574] : INFO : Epoch 1552 | loss: 0.0310912 | val_loss: 0.0312157 | Time: 1485.54 ms
[2022-03-23 15:24:07 main:574] : INFO : Epoch 1553 | loss: 0.0310865 | val_loss: 0.0312099 | Time: 1471.1 ms
[2022-03-23 15:24:09 main:574] : INFO : Epoch 1554 | loss: 0.0310886 | val_loss: 0.0312172 | Time: 1505.55 ms
[2022-03-23 15:24:10 main:574] : INFO : Epoch 1555 | loss: 0.0310925 | val_loss: 0.0312243 | Time: 1475.81 ms
[2022-03-23 15:24:12 main:574] : INFO : Epoch 1556 | loss: 0.0310937 | val_loss: 0.0312259 | Time: 1483.33 ms
[2022-03-23 15:24:13 main:574] : INFO : Epoch 1557 | loss: 0.0310922 | val_loss: 0.031249 | Time: 1202.64 ms
[2022-03-23 15:24:14 main:574] : INFO : Epoch 1558 | loss: 0.0310893 | val_loss: 0.0312172 | Time: 1244.22 ms
[2022-03-23 15:24:16 main:574] : INFO : Epoch 1559 | loss: 0.031083 | val_loss: 0.0312267 | Time: 1509.12 ms
[2022-03-23 15:24:17 main:574] : INFO : Epoch 1560 | loss: 0.0310874 | val_loss: 0.0312244 | Time: 1503.08 ms
[2022-03-23 15:24:19 main:574] : INFO : Epoch 1561 | loss: 0.0310879 | val_loss: 0.0312352 | Time: 1492.06 ms
[2022-03-23 15:24:20 main:574] : INFO : Epoch 1562 | loss: 0.0310895 | val_loss: 0.0312168 | Time: 1485.35 ms
[2022-03-23 15:24:22 main:574] : INFO : Epoch 1563 | loss: 0.0310866 | val_loss: 0.0312341 | Time: 1500.71 ms
[2022-03-23 15:24:23 main:574] : INFO : Epoch 1564 | loss: 0.0310848 | val_loss: 0.0312144 | Time: 1214.01 ms
[2022-03-23 15:24:24 main:574] : INFO : Epoch 1565 | loss: 0.031098 | val_loss: 0.0312224 | Time: 1253.2 ms
[2022-03-23 15:24:26 main:574] : INFO : Epoch 1566 | loss: 0.031091 | val_loss: 0.0312287 | Time: 1499.82 ms
[2022-03-23 15:24:27 main:574] : INFO : Epoch 1567 | loss: 0.0310889 | val_loss: 0.0312229 | Time: 1493.95 ms
[2022-03-23 15:24:29 main:574] : INFO : Epoch 1568 | loss: 0.0310886 | val_loss: 0.0312329 | Time: 1493.78 ms
[2022-03-23 15:24:30 main:574] : INFO : Epoch 1569 | loss: 0.031117 | val_loss: 0.0312025 | Time: 1503.76 ms
[2022-03-23 15:24:32 main:574] : INFO : Epoch 1570 | loss: 0.0311803 | val_loss: 0.031191 | Time: 1483.68 ms
[2022-03-23 15:24:33 main:574] : INFO : Epoch 1571 | loss: 0.0311669 | val_loss: 0.0311881 | Time: 1250.79 ms
[2022-03-23 15:24:34 main:574] : INFO : Epoch 1572 | loss: 0.0311598 | val_loss: 0.0311891 | Time: 1210.74 ms
[2022-03-23 15:24:36 main:574] : INFO : Epoch 1573 | loss: 0.031153 | val_loss: 0.0311978 | Time: 1504.49 ms
[2022-03-23 15:24:37 main:574] : INFO : Epoch 1574 | loss: 0.0311496 | val_loss: 0.03119 | Time: 1478.44 ms
[2022-03-23 15:24:39 main:574] : INFO : Epoch 1575 | loss: 0.0311431 | val_loss: 0.0311934 | Time: 1519.44 ms
[2022-03-23 15:24:40 main:574] : INFO : Epoch 1576 | loss: 0.0311429 | val_loss: 0.0311892 | Time: 1508.02 ms
[2022-03-23 15:24:42 main:574] : INFO : Epoch 1577 | loss: 0.0311436 | val_loss: 0.0311962 | Time: 1498.23 ms
[2022-03-23 15:24:43 main:574] : INFO : Epoch 1578 | loss: 0.0311375 | val_loss: 0.0311936 | Time: 1253.94 ms
[2022-03-23 15:24:44 main:574] : INFO : Epoch 1579 | loss: 0.0311341 | val_loss: 0.0311959 | Time: 1187.19 ms
[2022-03-23 15:24:46 main:574] : INFO : Epoch 1580 | loss: 0.0311273 | val_loss: 0.0311936 | Time: 1513.35 ms
[2022-03-23 15:24:47 main:574] : INFO : Epoch 1581 | loss: 0.0311278 | val_loss: 0.0311902 | Time: 1511.16 ms
[2022-03-23 15:24:49 main:574] : INFO : Epoch 1582 | loss: 0.0311252 | val_loss: 0.0311988 | Time: 1508.09 ms
[2022-03-23 15:24:50 main:574] : INFO : Epoch 1583 | loss: 0.0311199 | val_loss: 0.0312196 | Time: 1484.69 ms
[2022-03-23 15:24:52 main:574] : INFO : Epoch 1584 | loss: 0.0311166 | val_loss: 0.031206 | Time: 1520.53 ms
[2022-03-23 15:24:53 main:574] : INFO : Epoch 1585 | loss: 0.0311095 | val_loss: 0.031201 | Time: 1271.81 ms
[2022-03-23 15:24:54 main:574] : INFO : Epoch 1586 | loss: 0.0311092 | val_loss: 0.031219 | Time: 1190.94 ms
[2022-03-23 15:24:56 main:574] : INFO : Epoch 1587 | loss: 0.0311086 | val_loss: 0.0312202 | Time: 1488.53 ms
[2022-03-23 15:24:57 main:574] : INFO : Epoch 1588 | loss: 0.0311057 | val_loss: 0.0312067 | Time: 1512.66 ms
[2022-03-23 15:24:59 main:574] : INFO : Epoch 1589 | loss: 0.0311036 | val_loss: 0.0312186 | Time: 1498.26 ms
[2022-03-23 15:25:00 main:574] : INFO : Epoch 1590 | loss: 0.0310986 | val_loss: 0.0312154 | Time: 1506.93 ms
[2022-03-23 15:25:02 main:574] : INFO : Epoch 1591 | loss: 0.0310962 | val_loss: 0.0312019 | Time: 1490.12 ms
[2022-03-23 15:25:03 main:574] : INFO : Epoch 1592 | loss: 0.0310975 | val_loss: 0.0312061 | Time: 1285.1 ms
[2022-03-23 15:25:04 main:574] : INFO : Epoch 1593 | loss: 0.0310943 | val_loss: 0.0312216 | Time: 1195.05 ms
[2022-03-23 15:25:06 main:574] : INFO : Epoch 1594 | loss: 0.0310936 | val_loss: 0.0312244 | Time: 1496.52 ms
[2022-03-23 15:25:07 main:574] : INFO : Epoch 1595 | loss: 0.0310919 | val_loss: 0.0312163 | Time: 1518.81 ms
[2022-03-23 15:25:09 main:574] : INFO : Epoch 1596 | loss: 0.0310889 | val_loss: 0.0312203 | Time: 1494.65 ms
[2022-03-23 15:25:10 main:574] : INFO : Epoch 1597 | loss: 0.031089 | val_loss: 0.0312194 | Time: 1511.48 ms
[2022-03-23 15:25:12 main:574] : INFO : Epoch 1598 | loss: 0.0310996 | val_loss: 0.0312183 | Time: 1529.92 ms
[2022-03-23 15:25:13 main:574] : INFO : Epoch 1599 | loss: 0.0310925 | val_loss: 0.0312213 | Time: 1266.16 ms
[2022-03-23 15:25:14 main:574] : INFO : Epoch 1600 | loss: 0.0310985 | val_loss: 0.0312186 | Time: 1217.33 ms
[2022-03-23 15:25:16 main:574] : INFO : Epoch 1601 | loss: 0.0311052 | val_loss: 0.031211 | Time: 1482.22 ms
[2022-03-23 15:25:17 main:574] : INFO : Epoch 1602 | loss: 0.0311098 | val_loss: 0.03123 | Time: 1501.42 ms
[2022-03-23 15:25:19 main:574] : INFO : Epoch 1603 | loss: 0.0311043 | val_loss: 0.031223 | Time: 1490.72 ms
[2022-03-23 15:25:20 main:574] : INFO : Epoch 1604 | loss: 0.0310944 | val_loss: 0.0312096 | Time: 1489.07 ms
[2022-03-23 15:25:22 main:574] : INFO : Epoch 1605 | loss: 0.0310922 | val_loss: 0.0312239 | Time: 1491.87 ms
[2022-03-23 15:25:23 main:574] : INFO : Epoch 1606 | loss: 0.0310901 | val_loss: 0.031214 | Time: 1308.62 ms
[2022-03-23 15:25:24 main:574] : INFO : Epoch 1607 | loss: 0.0310879 | val_loss: 0.0312261 | Time: 1185.4 ms
[2022-03-23 15:25:26 main:574] : INFO : Epoch 1608 | loss: 0.0310863 | val_loss: 0.0312174 | Time: 1513.1 ms
[2022-03-23 15:25:27 main:574] : INFO : Epoch 1609 | loss: 0.0310885 | val_loss: 0.0312151 | Time: 1522.34 ms
[2022-03-23 15:25:29 main:574] : INFO : Epoch 1610 | loss: 0.0311059 | val_loss: 0.0312201 | Time: 1482.74 ms
[2022-03-23 15:25:30 main:574] : INFO : Epoch 1611 | loss: 0.0311034 | val_loss: 0.0312183 | Time: 1501.89 ms
[2022-03-23 15:25:32 main:574] : INFO : Epoch 1612 | loss: 0.0310998 | val_loss: 0.031216 | Time: 1523.81 ms
[2022-03-23 15:25:33 main:574] : INFO : Epoch 1613 | loss: 0.0310985 | val_loss: 0.0312279 | Time: 1271.53 ms
[2022-03-23 15:25:34 main:574] : INFO : Epoch 1614 | loss: 0.0311071 | val_loss: 0.0312156 | Time: 1199.27 ms
[2022-03-23 15:25:36 main:574] : INFO : Epoch 1615 | loss: 0.0310998 | val_loss: 0.0312217 | Time: 1528.51 ms
[2022-03-23 15:25:37 main:574] : INFO : Epoch 1616 | loss: 0.0311001 | val_loss: 0.0312144 | Time: 1488.46 ms
[2022-03-23 15:25:39 main:574] : INFO : Epoch 1617 | loss: 0.0310934 | val_loss: 0.031216 | Time: 1498.31 ms
[2022-03-23 15:25:40 main:574] : INFO : Epoch 1618 | loss: 0.031098 | val_loss: 0.031229 | Time: 1501.48 ms
[2022-03-23 15:25:42 main:574] : INFO : Epoch 1619 | loss: 0.0311001 | val_loss: 0.0312299 | Time: 1492.55 ms
[2022-03-23 15:25:43 main:574] : INFO : Epoch 1620 | loss: 0.0310877 | val_loss: 0.0312106 | Time: 1283.52 ms
[2022-03-23 15:25:44 main:574] : INFO : Epoch 1621 | loss: 0.0310863 | val_loss: 0.0312247 | Time: 1201.44 ms
[2022-03-23 15:25:46 main:574] : INFO : Epoch 1622 | loss: 0.0310862 | val_loss: 0.03123 | Time: 1491.91 ms
[2022-03-23 15:25:47 main:574] : INFO : Epoch 1623 | loss: 0.0310899 | val_loss: 0.0312124 | Time: 1503.04 ms
[2022-03-23 15:25:49 main:574] : INFO : Epoch 1624 | loss: 0.0310907 | val_loss: 0.0312277 | Time: 1487.96 ms
[2022-03-23 15:25:50 main:574] : INFO : Epoch 1625 | loss: 0.0310908 | val_loss: 0.0312138 | Time: 1465.67 ms
[2022-03-23 15:25:52 main:574] : INFO : Epoch 1626 | loss: 0.0310953 | val_loss: 0.0312169 | Time: 1520.94 ms
[2022-03-23 15:25:53 main:574] : INFO : Epoch 1627 | loss: 0.0310938 | val_loss: 0.0312169 | Time: 1314.15 ms
[2022-03-23 15:25:54 main:574] : INFO : Epoch 1628 | loss: 0.0310994 | val_loss: 0.0312139 | Time: 1268.1 ms
[2022-03-23 15:25:56 main:574] : INFO : Epoch 1629 | loss: 0.0311094 | val_loss: 0.0312291 | Time: 1615.67 ms
[2022-03-23 15:25:57 main:574] : INFO : Epoch 1630 | loss: 0.0311066 | val_loss: 0.0312222 | Time: 1516.74 ms
[2022-03-23 15:25:59 main:574] : INFO : Epoch 1631 | loss: 0.0311032 | val_loss: 0.0312229 | Time: 1538.3 ms
[2022-03-23 15:26:00 main:574] : INFO : Epoch 1632 | loss: 0.0310908 | val_loss: 0.0312195 | Time: 1531.83 ms
[2022-03-23 15:26:02 main:574] : INFO : Epoch 1633 | loss: 0.0310935 | val_loss: 0.0312153 | Time: 1502.05 ms
[2022-03-23 15:26:03 main:574] : INFO : Epoch 1634 | loss: 0.031092 | val_loss: 0.0312246 | Time: 1213.31 ms
[2022-03-23 15:26:04 main:574] : INFO : Epoch 1635 | loss: 0.0310868 | val_loss: 0.0312328 | Time: 1284.89 ms
[2022-03-23 15:26:06 main:574] : INFO : Epoch 1636 | loss: 0.0310948 | val_loss: 0.0312283 | Time: 1471.65 ms
[2022-03-23 15:26:07 main:574] : INFO : Epoch 1637 | loss: 0.0310956 | val_loss: 0.0312135 | Time: 1464.23 ms
[2022-03-23 15:26:09 main:574] : INFO : Epoch 1638 | loss: 0.0310888 | val_loss: 0.0312287 | Time: 1530.89 ms
[2022-03-23 15:26:10 main:574] : INFO : Epoch 1639 | loss: 0.0310883 | val_loss: 0.0312178 | Time: 1497.21 ms
[2022-03-23 15:26:12 main:574] : INFO : Epoch 1640 | loss: 0.0310877 | val_loss: 0.0312128 | Time: 1494.3 ms
[2022-03-23 15:26:13 main:574] : INFO : Epoch 1641 | loss: 0.031088 | val_loss: 0.0312174 | Time: 1228.5 ms
[2022-03-23 15:26:14 main:574] : INFO : Epoch 1642 | loss: 0.0310834 | val_loss: 0.0312206 | Time: 1261.7 ms
[2022-03-23 15:26:16 main:574] : INFO : Epoch 1643 | loss: 0.0310913 | val_loss: 0.0312229 | Time: 1511.56 ms
[2022-03-23 15:26:17 main:574] : INFO : Epoch 1644 | loss: 0.0310869 | val_loss: 0.0312248 | Time: 1526.35 ms
[2022-03-23 15:26:19 main:574] : INFO : Epoch 1645 | loss: 0.0310793 | val_loss: 0.0312513 | Time: 1525.51 ms
[2022-03-23 15:26:20 main:574] : INFO : Epoch 1646 | loss: 0.0310878 | val_loss: 0.0312262 | Time: 1493.93 ms
[2022-03-23 15:26:22 main:574] : INFO : Epoch 1647 | loss: 0.03109 | val_loss: 0.0312289 | Time: 1499.08 ms
[2022-03-23 15:26:23 main:574] : INFO : Epoch 1648 | loss: 0.0310951 | val_loss: 0.0312255 | Time: 1176.18 ms
[2022-03-23 15:26:24 main:574] : INFO : Epoch 1649 | loss: 0.0310917 | val_loss: 0.0312211 | Time: 1258.04 ms
[2022-03-23 15:26:26 main:574] : INFO : Epoch 1650 | loss: 0.0310991 | val_loss: 0.0312217 | Time: 1491.77 ms
[2022-03-23 15:26:27 main:574] : INFO : Epoch 1651 | loss: 0.0310888 | val_loss: 0.0312091 | Time: 1470.99 ms
[2022-03-23 15:26:29 main:574] : INFO : Epoch 1652 | loss: 0.0310898 | val_loss: 0.0312138 | Time: 1516.9 ms
[2022-03-23 15:26:30 main:574] : INFO : Epoch 1653 | loss: 0.0310927 | val_loss: 0.0312181 | Time: 1498.74 ms
[2022-03-23 15:26:32 main:574] : INFO : Epoch 1654 | loss: 0.0311005 | val_loss: 0.0312163 | Time: 1481.47 ms
[2022-03-23 15:26:33 main:574] : INFO : Epoch 1655 | loss: 0.0311266 | val_loss: 0.0311908 | Time: 1223.24 ms
[2022-03-23 15:26:34 main:574] : INFO : Epoch 1656 | loss: 0.0311817 | val_loss: 0.0311816 | Time: 1227.29 ms
[2022-03-23 15:26:36 main:574] : INFO : Epoch 1657 | loss: 0.0311736 | val_loss: 0.031175 | Time: 1490.21 ms
[2022-03-23 15:26:37 main:574] : INFO : Epoch 1658 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 1480.1 ms
[2022-03-23 15:26:39 main:574] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1520.48 ms
[2022-03-23 15:26:40 main:574] : INFO : Epoch 1660 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 1504.1 ms
[2022-03-23 15:26:42 main:574] : INFO : Epoch 1661 | loss: 0.0311626 | val_loss: 0.0311745 | Time: 1521.84 ms
[2022-03-23 15:26:43 main:574] : INFO : Epoch 1662 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 1239.67 ms
[2022-03-23 15:26:44 main:574] : INFO : Epoch 1663 | loss: 0.0311586 | val_loss: 0.0311718 | Time: 1216.84 ms
[2022-03-23 15:26:46 main:574] : INFO : Epoch 1664 | loss: 0.0311565 | val_loss: 0.0311727 | Time: 1493.94 ms
[2022-03-23 15:26:47 main:574] : INFO : Epoch 1665 | loss: 0.0311552 | val_loss: 0.0311725 | Time: 1497.49 ms
[2022-03-23 15:26:49 main:574] : INFO : Epoch 1666 | loss: 0.0311522 | val_loss: 0.0311731 | Time: 1509.24 ms
[2022-03-23 15:26:50 main:574] : INFO : Epoch 1667 | loss: 0.0311508 | val_loss: 0.0311741 | Time: 1499.83 ms
[2022-03-23 15:26:52 main:574] : INFO : Epoch 1668 | loss: 0.0311493 | val_loss: 0.0311734 | Time: 1496.02 ms
[2022-03-23 15:26:53 main:574] : INFO : Epoch 1669 | loss: 0.0311487 | val_loss: 0.0311741 | Time: 1245.28 ms
[2022-03-23 15:26:54 main:574] : INFO : Epoch 1670 | loss: 0.0311475 | val_loss: 0.031175 | Time: 1207.51 ms
[2022-03-23 15:26:56 main:574] : INFO : Epoch 1671 | loss: 0.0311459 | val_loss: 0.0311775 | Time: 1497.78 ms
[2022-03-23 15:26:57 main:574] : INFO : Epoch 1672 | loss: 0.031146 | val_loss: 0.0311791 | Time: 1472.82 ms
[2022-03-23 15:26:59 main:574] : INFO : Epoch 1673 | loss: 0.0311466 | val_loss: 0.0311778 | Time: 1526.14 ms
[2022-03-23 15:27:00 main:574] : INFO : Epoch 1674 | loss: 0.0311435 | val_loss: 0.0311782 | Time: 1513.2 ms
[2022-03-23 15:27:02 main:574] : INFO : Epoch 1675 | loss: 0.0311416 | val_loss: 0.03118 | Time: 1478.26 ms
[2022-03-23 15:27:03 main:574] : INFO : Epoch 1676 | loss: 0.0311451 | val_loss: 0.0311841 | Time: 1275.6 ms
[2022-03-23 15:27:04 main:574] : INFO : Epoch 1677 | loss: 0.031145 | val_loss: 0.0311771 | Time: 1202.75 ms
[2022-03-23 15:27:06 main:574] : INFO : Epoch 1678 | loss: 0.031142 | val_loss: 0.0311781 | Time: 1520.15 ms
[2022-03-23 15:27:07 main:574] : INFO : Epoch 1679 | loss: 0.0311404 | val_loss: 0.0311883 | Time: 1501.45 ms
[2022-03-23 15:27:09 main:574] : INFO : Epoch 1680 | loss: 0.0311434 | val_loss: 0.0311782 | Time: 1504.73 ms
[2022-03-23 15:27:10 main:574] : INFO : Epoch 1681 | loss: 0.0311398 | val_loss: 0.0311801 | Time: 1473.16 ms
[2022-03-23 15:27:12 main:574] : INFO : Epoch 1682 | loss: 0.0311397 | val_loss: 0.0311783 | Time: 1488.03 ms
[2022-03-23 15:27:13 main:574] : INFO : Epoch 1683 | loss: 0.0311382 | val_loss: 0.0311793 | Time: 1291.19 ms
[2022-03-23 15:27:14 main:574] : INFO : Epoch 1684 | loss: 0.0311409 | val_loss: 0.0311763 | Time: 1143.33 ms
[2022-03-23 15:27:16 main:574] : INFO : Epoch 1685 | loss: 0.0311379 | val_loss: 0.0311835 | Time: 1504.95 ms
[2022-03-23 15:27:17 main:574] : INFO : Epoch 1686 | loss: 0.0311369 | val_loss: 0.0311792 | Time: 1479.89 ms
[2022-03-23 15:27:19 main:574] : INFO : Epoch 1687 | loss: 0.0311362 | val_loss: 0.0311815 | Time: 1506.32 ms
[2022-03-23 15:27:20 main:574] : INFO : Epoch 1688 | loss: 0.0311369 | val_loss: 0.0311963 | Time: 1516.28 ms
[2022-03-23 15:27:22 main:574] : INFO : Epoch 1689 | loss: 0.0311385 | val_loss: 0.0311806 | Time: 1491.95 ms
[2022-03-23 15:27:23 main:574] : INFO : Epoch 1690 | loss: 0.0311337 | val_loss: 0.0311804 | Time: 1309.88 ms
[2022-03-23 15:27:24 main:574] : INFO : Epoch 1691 | loss: 0.0311333 | val_loss: 0.0311777 | Time: 1166.25 ms
[2022-03-23 15:27:26 main:574] : INFO : Epoch 1692 | loss: 0.0311335 | val_loss: 0.0311787 | Time: 1495.8 ms
[2022-03-23 15:27:27 main:574] : INFO : Epoch 1693 | loss: 0.0311345 | val_loss: 0.0311798 | Time: 1490.7 ms
[2022-03-23 15:27:29 main:574] : INFO : Epoch 1694 | loss: 0.0311335 | val_loss: 0.03118 | Time: 1480.62 ms
[2022-03-23 15:27:30 main:574] : INFO : Epoch 1695 | loss: 0.0311356 | val_loss: 0.0311887 | Time: 1496.35 ms
[2022-03-23 15:27:32 main:574] : INFO : Epoch 1696 | loss: 0.0311316 | val_loss: 0.0311814 | Time: 1509.57 ms
[2022-03-23 15:27:33 main:574] : INFO : Epoch 1697 | loss: 0.0311298 | val_loss: 0.031181 | Time: 1360.38 ms
[2022-03-23 15:27:34 main:574] : INFO : Epoch 1698 | loss: 0.0311297 | val_loss: 0.0311854 | Time: 1131.11 ms
[2022-03-23 15:27:36 main:574] : INFO : Epoch 1699 | loss: 0.0311304 | val_loss: 0.0311838 | Time: 1634.31 ms
[2022-03-23 15:27:37 main:574] : INFO : Epoch 1700 | loss: 0.0311304 | val_loss: 0.0311866 | Time: 1643.07 ms
[2022-03-23 15:27:39 main:574] : INFO : Epoch 1701 | loss: 0.0311288 | val_loss: 0.0311815 | Time: 1548.98 ms
[2022-03-23 15:27:41 main:574] : INFO : Epoch 1702 | loss: 0.0311319 | val_loss: 0.031186 | Time: 1549.46 ms
[2022-03-23 15:27:42 main:574] : INFO : Epoch 1703 | loss: 0.0311283 | val_loss: 0.0311863 | Time: 1527.16 ms
[2022-03-23 15:27:43 main:574] : INFO : Epoch 1704 | loss: 0.0311272 | val_loss: 0.0311783 | Time: 1258.59 ms
[2022-03-23 15:27:45 main:574] : INFO : Epoch 1705 | loss: 0.031127 | val_loss: 0.0311818 | Time: 1284.08 ms
[2022-03-23 15:27:46 main:574] : INFO : Epoch 1706 | loss: 0.0311286 | val_loss: 0.031184 | Time: 1541.01 ms
[2022-03-23 15:27:48 main:574] : INFO : Epoch 1707 | loss: 0.0311273 | val_loss: 0.0311894 | Time: 1535.98 ms
[2022-03-23 15:27:49 main:574] : INFO : Epoch 1708 | loss: 0.0311271 | val_loss: 0.031184 | Time: 1545.09 ms
[2022-03-23 15:27:51 main:574] : INFO : Epoch 1709 | loss: 0.0311306 | val_loss: 0.0311883 | Time: 1523.46 ms
[2022-03-23 15:27:52 main:574] : INFO : Epoch 1710 | loss: 0.0311282 | val_loss: 0.0311828 | Time: 1551.74 ms
[2022-03-23 15:27:53 main:574] : INFO : Epoch 1711 | loss: 0.0311311 | val_loss: 0.0311854 | Time: 1118.92 ms
[2022-03-23 15:27:55 main:574] : INFO : Epoch 1712 | loss: 0.0311278 | val_loss: 0.0311865 | Time: 1352.64 ms
[2022-03-23 15:27:56 main:574] : INFO : Epoch 1713 | loss: 0.0311268 | val_loss: 0.0311828 | Time: 1500.12 ms
[2022-03-23 15:27:58 main:574] : INFO : Epoch 1714 | loss: 0.0311254 | val_loss: 0.0311874 | Time: 1491.8 ms
[2022-03-23 15:27:59 main:574] : INFO : Epoch 1715 | loss: 0.0311287 | val_loss: 0.0311841 | Time: 1495.07 ms
[2022-03-23 15:28:01 main:574] : INFO : Epoch 1716 | loss: 0.0311259 | val_loss: 0.0311836 | Time: 1481.47 ms
[2022-03-23 15:28:02 main:574] : INFO : Epoch 1717 | loss: 0.0311293 | val_loss: 0.031179 | Time: 1479 ms
[2022-03-23 15:28:03 main:574] : INFO : Epoch 1718 | loss: 0.0311281 | val_loss: 0.0311922 | Time: 1132.47 ms
[2022-03-23 15:28:05 main:574] : INFO : Epoch 1719 | loss: 0.0311282 | val_loss: 0.0311858 | Time: 1286.99 ms
[2022-03-23 15:28:06 main:574] : INFO : Epoch 1720 | loss: 0.0311295 | val_loss: 0.0311817 | Time: 1485.17 ms
[2022-03-23 15:28:08 main:574] : INFO : Epoch 1721 | loss: 0.0311279 | val_loss: 0.0311815 | Time: 1517.81 ms
[2022-03-23 15:28:09 main:574] : INFO : Epoch 1722 | loss: 0.0311287 | val_loss: 0.0311798 | Time: 1494.87 ms
[2022-03-23 15:28:11 main:574] : INFO : Epoch 1723 | loss: 0.0311261 | val_loss: 0.0311814 | Time: 1505.12 ms
[2022-03-23 15:28:12 main:574] : INFO : Epoch 1724 | loss: 0.0311231 | val_loss: 0.03119 | Time: 1500.3 ms
[2022-03-23 15:28:13 main:574] : INFO : Epoch 1725 | loss: 0.0311226 | val_loss: 0.0311871 | Time: 1178.28 ms
[2022-03-23 15:28:15 main:574] : INFO : Epoch 1726 | loss: 0.031124 | val_loss: 0.0311811 | Time: 1274.54 ms
[2022-03-23 15:28:16 main:574] : INFO : Epoch 1727 | loss: 0.031123 | val_loss: 0.0311928 | Time: 1502.1 ms
[2022-03-23 15:28:18 main:574] : INFO : Epoch 1728 | loss: 0.0311267 | val_loss: 0.031189 | Time: 1498.46 ms
[2022-03-23 15:28:19 main:574] : INFO : Epoch 1729 | loss: 0.0311264 | val_loss: 0.0311891 | Time: 1509.06 ms
[2022-03-23 15:28:21 main:574] : INFO : Epoch 1730 | loss: 0.0311247 | val_loss: 0.0311937 | Time: 1473.28 ms
[2022-03-23 15:28:22 main:574] : INFO : Epoch 1731 | loss: 0.0311294 | val_loss: 0.0311857 | Time: 1504.85 ms
[2022-03-23 15:28:23 main:574] : INFO : Epoch 1732 | loss: 0.0311288 | val_loss: 0.0311891 | Time: 1219.9 ms
[2022-03-23 15:28:25 main:574] : INFO : Epoch 1733 | loss: 0.0311267 | val_loss: 0.0311911 | Time: 1262.48 ms
[2022-03-23 15:28:26 main:574] : INFO : Epoch 1734 | loss: 0.0311242 | val_loss: 0.031198 | Time: 1494.14 ms
[2022-03-23 15:28:28 main:574] : INFO : Epoch 1735 | loss: 0.0311323 | val_loss: 0.0312054 | Time: 1523.48 ms
[2022-03-23 15:28:29 main:574] : INFO : Epoch 1736 | loss: 0.031123 | val_loss: 0.0311924 | Time: 1502.69 ms
[2022-03-23 15:28:31 main:574] : INFO : Epoch 1737 | loss: 0.0311196 | val_loss: 0.0311803 | Time: 1516.68 ms
[2022-03-23 15:28:32 main:574] : INFO : Epoch 1738 | loss: 0.031122 | val_loss: 0.0311957 | Time: 1509.96 ms
[2022-03-23 15:28:33 main:574] : INFO : Epoch 1739 | loss: 0.0311197 | val_loss: 0.0311847 | Time: 1197.53 ms
[2022-03-23 15:28:35 main:574] : INFO : Epoch 1740 | loss: 0.0311192 | val_loss: 0.0311969 | Time: 1255.45 ms
[2022-03-23 15:28:36 main:574] : INFO : Epoch 1741 | loss: 0.031122 | val_loss: 0.0311909 | Time: 1503.69 ms
[2022-03-23 15:28:38 main:574] : INFO : Epoch 1742 | loss: 0.0311253 | val_loss: 0.0311888 | Time: 1482.06 ms
[2022-03-23 15:28:39 main:574] : INFO : Epoch 1743 | loss: 0.0311226 | val_loss: 0.0311844 | Time: 1511.21 ms
[2022-03-23 15:28:41 main:574] : INFO : Epoch 1744 | loss: 0.0311307 | val_loss: 0.0311903 | Time: 1514 ms
[2022-03-23 15:28:42 main:574] : INFO : Epoch 1745 | loss: 0.0311389 | val_loss: 0.0311919 | Time: 1510.19 ms
[2022-03-23 15:28:43 main:574] : INFO : Epoch 1746 | loss: 0.0311357 | val_loss: 0.0311894 | Time: 1203.03 ms
[2022-03-23 15:28:45 main:574] : INFO : Epoch 1747 | loss: 0.0311244 | val_loss: 0.0311865 | Time: 1259.89 ms
[2022-03-23 15:28:46 main:574] : INFO : Epoch 1748 | loss: 0.0311192 | val_loss: 0.0311883 | Time: 1483.65 ms
[2022-03-23 15:28:48 main:574] : INFO : Epoch 1749 | loss: 0.0311189 | val_loss: 0.0311911 | Time: 1497.2 ms
[2022-03-23 15:28:49 main:574] : INFO : Epoch 1750 | loss: 0.0311182 | val_loss: 0.0311896 | Time: 1510.5 ms
[2022-03-23 15:28:51 main:574] : INFO : Epoch 1751 | loss: 0.0311193 | val_loss: 0.0311873 | Time: 1481.74 ms
[2022-03-23 15:28:52 main:574] : INFO : Epoch 1752 | loss: 0.0311192 | val_loss: 0.0311926 | Time: 1470.03 ms
[2022-03-23 15:28:53 main:574] : INFO : Epoch 1753 | loss: 0.0311186 | val_loss: 0.0311869 | Time: 1219.8 ms
[2022-03-23 15:28:55 main:574] : INFO : Epoch 1754 | loss: 0.0311229 | val_loss: 0.0311901 | Time: 1196.83 ms
[2022-03-23 15:28:56 main:574] : INFO : Epoch 1755 | loss: 0.031121 | val_loss: 0.0311889 | Time: 1507.52 ms
[2022-03-23 15:28:58 main:574] : INFO : Epoch 1756 | loss: 0.031139 | val_loss: 0.0311907 | Time: 1481.33 ms
[2022-03-23 15:28:59 main:574] : INFO : Epoch 1757 | loss: 0.0311358 | val_loss: 0.0311856 | Time: 1492.65 ms
[2022-03-23 15:29:01 main:574] : INFO : Epoch 1758 | loss: 0.0311276 | val_loss: 0.0311825 | Time: 1501.95 ms
[2022-03-23 15:29:02 main:574] : INFO : Epoch 1759 | loss: 0.0311236 | val_loss: 0.0311934 | Time: 1502.59 ms
[2022-03-23 15:29:03 main:574] : INFO : Epoch 1760 | loss: 0.031124 | val_loss: 0.0311918 | Time: 1260.46 ms
[2022-03-23 15:29:04 main:574] : INFO : Epoch 1761 | loss: 0.0311204 | val_loss: 0.0311877 | Time: 1164.63 ms
[2022-03-23 15:29:06 main:574] : INFO : Epoch 1762 | loss: 0.0311193 | val_loss: 0.0311856 | Time: 1503.25 ms
[2022-03-23 15:29:07 main:574] : INFO : Epoch 1763 | loss: 0.0311248 | val_loss: 0.0311939 | Time: 1491.03 ms
[2022-03-23 15:29:09 main:574] : INFO : Epoch 1764 | loss: 0.0311247 | val_loss: 0.03119 | Time: 1511.42 ms
[2022-03-23 15:29:10 main:574] : INFO : Epoch 1765 | loss: 0.0311232 | val_loss: 0.0311836 | Time: 1466.69 ms
[2022-03-23 15:29:12 main:574] : INFO : Epoch 1766 | loss: 0.0311201 | val_loss: 0.0311928 | Time: 1475.73 ms
[2022-03-23 15:29:13 main:574] : INFO : Epoch 1767 | loss: 0.0311189 | val_loss: 0.031192 | Time: 1342.17 ms
[2022-03-23 15:29:14 main:574] : INFO : Epoch 1768 | loss: 0.0311171 | val_loss: 0.0311888 | Time: 1132.35 ms
[2022-03-23 15:29:16 main:574] : INFO : Epoch 1769 | loss: 0.0311195 | val_loss: 0.0311943 | Time: 1516.87 ms
[2022-03-23 15:29:17 main:574] : INFO : Epoch 1770 | loss: 0.0311167 | val_loss: 0.0311935 | Time: 1508.9 ms
[2022-03-23 15:29:19 main:574] : INFO : Epoch 1771 | loss: 0.0311151 | val_loss: 0.0311877 | Time: 1462.59 ms
[2022-03-23 15:29:20 main:574] : INFO : Epoch 1772 | loss: 0.0311167 | val_loss: 0.0311945 | Time: 1504.68 ms
[2022-03-23 15:29:22 main:574] : INFO : Epoch 1773 | loss: 0.0311178 | val_loss: 0.0311916 | Time: 1519.01 ms
[2022-03-23 15:29:23 main:574] : INFO : Epoch 1774 | loss: 0.0311195 | val_loss: 0.0311881 | Time: 1313.83 ms
[2022-03-23 15:29:24 main:574] : INFO : Epoch 1775 | loss: 0.0311185 | val_loss: 0.0311934 | Time: 1141.91 ms
[2022-03-23 15:29:26 main:574] : INFO : Epoch 1776 | loss: 0.0311187 | val_loss: 0.0311959 | Time: 1514 ms
[2022-03-23 15:29:27 main:574] : INFO : Epoch 1777 | loss: 0.0311173 | val_loss: 0.0312036 | Time: 1490.38 ms
[2022-03-23 15:29:29 main:574] : INFO : Epoch 1778 | loss: 0.0311175 | val_loss: 0.0312008 | Time: 1500.3 ms
[2022-03-23 15:29:30 main:574] : INFO : Epoch 1779 | loss: 0.031118 | val_loss: 0.0311913 | Time: 1474.99 ms
[2022-03-23 15:29:32 main:574] : INFO : Epoch 1780 | loss: 0.0311157 | val_loss: 0.0312012 | Time: 1461.46 ms
[2022-03-23 15:29:33 main:574] : INFO : Epoch 1781 | loss: 0.0311203 | val_loss: 0.0311917 | Time: 1372.53 ms
[2022-03-23 15:29:34 main:574] : INFO : Epoch 1782 | loss: 0.0311199 | val_loss: 0.0311874 | Time: 1110.67 ms
[2022-03-23 15:29:36 main:574] : INFO : Epoch 1783 | loss: 0.0311168 | val_loss: 0.0311968 | Time: 1488.91 ms
[2022-03-23 15:29:37 main:574] : INFO : Epoch 1784 | loss: 0.0311151 | val_loss: 0.0311875 | Time: 1476.25 ms
[2022-03-23 15:29:39 main:574] : INFO : Epoch 1785 | loss: 0.0311136 | val_loss: 0.0311995 | Time: 1465.02 ms
[2022-03-23 15:29:40 main:574] : INFO : Epoch 1786 | loss: 0.0311142 | val_loss: 0.0311926 | Time: 1507.83 ms
[2022-03-23 15:29:42 main:574] : INFO : Epoch 1787 | loss: 0.031114 | val_loss: 0.0311989 | Time: 1498.56 ms
[2022-03-23 15:29:43 main:574] : INFO : Epoch 1788 | loss: 0.0311141 | val_loss: 0.0311915 | Time: 1384.51 ms
[2022-03-23 15:29:44 main:574] : INFO : Epoch 1789 | loss: 0.0311173 | val_loss: 0.0311973 | Time: 1073.45 ms
[2022-03-23 15:29:46 main:574] : INFO : Epoch 1790 | loss: 0.0311189 | val_loss: 0.0311993 | Time: 1496.03 ms
[2022-03-23 15:29:47 main:574] : INFO : Epoch 1791 | loss: 0.031121 | val_loss: 0.0311951 | Time: 1535.66 ms
[2022-03-23 15:29:49 main:574] : INFO : Epoch 1792 | loss: 0.0311218 | val_loss: 0.0311942 | Time: 1514.4 ms
[2022-03-23 15:29:50 main:574] : INFO : Epoch 1793 | loss: 0.0311256 | val_loss: 0.0311966 | Time: 1503.29 ms
[2022-03-23 15:29:52 main:574] : INFO : Epoch 1794 | loss: 0.0311246 | val_loss: 0.0311842 | Time: 1496.62 ms
[2022-03-23 15:29:53 main:574] : INFO : Epoch 1795 | loss: 0.0311241 | val_loss: 0.0311866 | Time: 1415.09 ms
[2022-03-23 15:29:54 main:574] : INFO : Epoch 1796 | loss: 0.0311232 | val_loss: 0.0311962 | Time: 1069.2 ms
[2022-03-23 15:29:56 main:574] : INFO : Epoch 1797 | loss: 0.0311167 | val_loss: 0.0311948 | Time: 1452.34 ms
[2022-03-23 15:29:57 main:574] : INFO : Epoch 1798 | loss: 0.0311128 | val_loss: 0.0311918 | Time: 1444.07 ms
[2022-03-23 15:29:59 main:574] : INFO : Epoch 1799 | loss: 0.0311147 | val_loss: 0.0312037 | Time: 1509.57 ms
[2022-03-23 15:30:00 main:574] : INFO : Epoch 1800 | loss: 0.0311147 | val_loss: 0.0311878 | Time: 1607.03 ms
[2022-03-23 15:30:02 main:574] : INFO : Epoch 1801 | loss: 0.0311152 | val_loss: 0.031204 | Time: 1492.57 ms
[2022-03-23 15:30:03 main:574] : INFO : Epoch 1802 | loss: 0.031122 | val_loss: 0.0312055 | Time: 1383.44 ms
[2022-03-23 15:30:04 main:574] : INFO : Epoch 1803 | loss: 0.0311199 | val_loss: 0.0311951 | Time: 1023.49 ms
[2022-03-23 15:30:06 main:574] : INFO : Epoch 1804 | loss: 0.0311226 | val_loss: 0.0311947 | Time: 1526.14 ms
[2022-03-23 15:30:07 main:574] : INFO : Epoch 1805 | loss: 0.031116 | val_loss: 0.0311972 | Time: 1507.6 ms
[2022-03-23 15:30:09 main:574] : INFO : Epoch 1806 | loss: 0.0311155 | val_loss: 0.0311933 | Time: 1485.94 ms
[2022-03-23 15:30:10 main:574] : INFO : Epoch 1807 | loss: 0.0311196 | val_loss: 0.0311918 | Time: 1509.73 ms
[2022-03-23 15:30:12 main:574] : INFO : Epoch 1808 | loss: 0.0311136 | val_loss: 0.0312033 | Time: 1484.65 ms
[2022-03-23 15:30:13 main:574] : INFO : Epoch 1809 | loss: 0.0311114 | val_loss: 0.0311981 | Time: 1403.01 ms
[2022-03-23 15:30:14 main:574] : INFO : Epoch 1810 | loss: 0.0311123 | val_loss: 0.0312033 | Time: 998.52 ms
[2022-03-23 15:30:16 main:574] : INFO : Epoch 1811 | loss: 0.0311117 | val_loss: 0.0311918 | Time: 1468.4 ms
[2022-03-23 15:30:17 main:574] : INFO : Epoch 1812 | loss: 0.0311125 | val_loss: 0.0311982 | Time: 1474.81 ms
[2022-03-23 15:30:19 main:574] : INFO : Epoch 1813 | loss: 0.0311135 | val_loss: 0.0312011 | Time: 1502.39 ms
[2022-03-23 15:30:20 main:574] : INFO : Epoch 1814 | loss: 0.0311097 | val_loss: 0.0312002 | Time: 1470.73 ms
[2022-03-23 15:30:22 main:574] : INFO : Epoch 1815 | loss: 0.0311119 | val_loss: 0.0311931 | Time: 1519.38 ms
[2022-03-23 15:30:23 main:574] : INFO : Epoch 1816 | loss: 0.0311103 | val_loss: 0.0311934 | Time: 1449.2 ms
[2022-03-23 15:30:24 main:574] : INFO : Epoch 1817 | loss: 0.0311167 | val_loss: 0.0311908 | Time: 974.967 ms
[2022-03-23 15:30:26 main:574] : INFO : Epoch 1818 | loss: 0.0311147 | val_loss: 0.0311959 | Time: 1500.86 ms
[2022-03-23 15:30:27 main:574] : INFO : Epoch 1819 | loss: 0.0311094 | val_loss: 0.0311984 | Time: 1491.88 ms
[2022-03-23 15:30:29 main:574] : INFO : Epoch 1820 | loss: 0.0311076 | val_loss: 0.0311957 | Time: 1499.46 ms
[2022-03-23 15:30:30 main:574] : INFO : Epoch 1821 | loss: 0.0311072 | val_loss: 0.0312026 | Time: 1521.19 ms
[2022-03-23 15:30:32 main:574] : INFO : Epoch 1822 | loss: 0.0311137 | val_loss: 0.0311963 | Time: 1489.59 ms
[2022-03-23 15:30:33 main:574] : INFO : Epoch 1823 | loss: 0.0311098 | val_loss: 0.0312001 | Time: 1476.01 ms
[2022-03-23 15:30:34 main:574] : INFO : Epoch 1824 | loss: 0.0311087 | val_loss: 0.0311976 | Time: 986.456 ms
[2022-03-23 15:30:35 main:574] : INFO : Epoch 1825 | loss: 0.0311038 | val_loss: 0.0312 | Time: 1485 ms
[2022-03-23 15:30:37 main:574] : INFO : Epoch 1826 | loss: 0.0311053 | val_loss: 0.0311992 | Time: 1495.03 ms
[2022-03-23 15:30:39 main:574] : INFO : Epoch 1827 | loss: 0.0311182 | val_loss: 0.031195 | Time: 1516.17 ms
[2022-03-23 15:30:40 main:574] : INFO : Epoch 1828 | loss: 0.0311166 | val_loss: 0.0312035 | Time: 1488.16 ms
[2022-03-23 15:30:41 main:574] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311956 | Time: 1473.86 ms
[2022-03-23 15:30:43 main:574] : INFO : Epoch 1830 | loss: 0.0311142 | val_loss: 0.0312024 | Time: 1524.48 ms
[2022-03-23 15:30:44 main:574] : INFO : Epoch 1831 | loss: 0.0311132 | val_loss: 0.0312026 | Time: 983.759 ms
[2022-03-23 15:30:45 main:574] : INFO : Epoch 1832 | loss: 0.0311076 | val_loss: 0.0312041 | Time: 1440.72 ms
[2022-03-23 15:30:47 main:574] : INFO : Epoch 1833 | loss: 0.0311053 | val_loss: 0.0311972 | Time: 1499.04 ms
[2022-03-23 15:30:48 main:574] : INFO : Epoch 1834 | loss: 0.0311084 | val_loss: 0.0312007 | Time: 1496.37 ms
[2022-03-23 15:30:50 main:574] : INFO : Epoch 1835 | loss: 0.0311235 | val_loss: 0.0311925 | Time: 1508.8 ms
[2022-03-23 15:30:51 main:574] : INFO : Epoch 1836 | loss: 0.0311235 | val_loss: 0.0311924 | Time: 1487.12 ms
[2022-03-23 15:30:53 main:574] : INFO : Epoch 1837 | loss: 0.0311171 | val_loss: 0.0311954 | Time: 1491.38 ms
[2022-03-23 15:30:54 main:574] : INFO : Epoch 1838 | loss: 0.0311108 | val_loss: 0.0311995 | Time: 1014.11 ms
[2022-03-23 15:30:55 main:574] : INFO : Epoch 1839 | loss: 0.0311093 | val_loss: 0.0311932 | Time: 1429.98 ms
[2022-03-23 15:30:57 main:574] : INFO : Epoch 1840 | loss: 0.0311089 | val_loss: 0.0311992 | Time: 1484.52 ms
[2022-03-23 15:30:58 main:574] : INFO : Epoch 1841 | loss: 0.0311149 | val_loss: 0.0311985 | Time: 1490.3 ms
[2022-03-23 15:31:00 main:574] : INFO : Epoch 1842 | loss: 0.0311216 | val_loss: 0.0311948 | Time: 1523.62 ms
[2022-03-23 15:31:01 main:574] : INFO : Epoch 1843 | loss: 0.0311227 | val_loss: 0.0311939 | Time: 1545.32 ms
[2022-03-23 15:31:03 main:574] : INFO : Epoch 1844 | loss: 0.0311155 | val_loss: 0.0311943 | Time: 1500.06 ms
[2022-03-23 15:31:04 main:574] : INFO : Epoch 1845 | loss: 0.0311164 | val_loss: 0.0311881 | Time: 1036.3 ms
[2022-03-23 15:31:05 main:574] : INFO : Epoch 1846 | loss: 0.0311102 | val_loss: 0.0312023 | Time: 1402.01 ms
[2022-03-23 15:31:07 main:574] : INFO : Epoch 1847 | loss: 0.0311119 | val_loss: 0.0311989 | Time: 1522.18 ms
[2022-03-23 15:31:08 main:574] : INFO : Epoch 1848 | loss: 0.031107 | val_loss: 0.0312098 | Time: 1504.88 ms
[2022-03-23 15:31:10 main:574] : INFO : Epoch 1849 | loss: 0.0311066 | val_loss: 0.0312085 | Time: 1502.45 ms
[2022-03-23 15:31:11 main:574] : INFO : Epoch 1850 | loss: 0.0311076 | val_loss: 0.0312019 | Time: 1498.21 ms
[2022-03-23 15:31:13 main:574] : INFO : Epoch 1851 | loss: 0.0311131 | val_loss: 0.0312014 | Time: 1522.59 ms
[2022-03-23 15:31:14 main:574] : INFO : Epoch 1852 | loss: 0.0311101 | val_loss: 0.0311997 | Time: 1022.13 ms
[2022-03-23 15:31:15 main:574] : INFO : Epoch 1853 | loss: 0.0311097 | val_loss: 0.0312013 | Time: 1422.27 ms
[2022-03-23 15:31:17 main:574] : INFO : Epoch 1854 | loss: 0.0311067 | val_loss: 0.0312044 | Time: 1497.21 ms
[2022-03-23 15:31:18 main:574] : INFO : Epoch 1855 | loss: 0.031105 | val_loss: 0.0312004 | Time: 1456.01 ms
[2022-03-23 15:31:20 main:574] : INFO : Epoch 1856 | loss: 0.0311028 | val_loss: 0.0312074 | Time: 1508.25 ms
[2022-03-23 15:31:21 main:574] : INFO : Epoch 1857 | loss: 0.0311027 | val_loss: 0.0312015 | Time: 1512.27 ms
[2022-03-23 15:31:23 main:574] : INFO : Epoch 1858 | loss: 0.0311048 | val_loss: 0.0312072 | Time: 1491.4 ms
[2022-03-23 15:31:24 main:574] : INFO : Epoch 1859 | loss: 0.0311017 | val_loss: 0.0312018 | Time: 1066.55 ms
[2022-03-23 15:31:25 main:574] : INFO : Epoch 1860 | loss: 0.0311023 | val_loss: 0.0312073 | Time: 1373.9 ms
[2022-03-23 15:31:27 main:574] : INFO : Epoch 1861 | loss: 0.0311052 | val_loss: 0.0312001 | Time: 1507.12 ms
[2022-03-23 15:31:28 main:574] : INFO : Epoch 1862 | loss: 0.0311371 | val_loss: 0.0311864 | Time: 1520.09 ms
[2022-03-23 15:31:30 main:574] : INFO : Epoch 1863 | loss: 0.0311614 | val_loss: 0.0311781 | Time: 1483.16 ms
[2022-03-23 15:31:31 main:574] : INFO : Epoch 1864 | loss: 0.0311674 | val_loss: 0.0312014 | Time: 1522.59 ms
[2022-03-23 15:31:33 main:574] : INFO : Epoch 1865 | loss: 0.0312236 | val_loss: 0.0398645 | Time: 1500 ms
[2022-03-23 15:31:34 main:574] : INFO : Epoch 1866 | loss: 0.0483789 | val_loss: 0.0398985 | Time: 1091.34 ms
[2022-03-23 15:31:35 main:574] : INFO : Epoch 1867 | loss: 0.0346417 | val_loss: 0.0315198 | Time: 1394.59 ms
[2022-03-23 15:31:37 main:574] : INFO : Epoch 1868 | loss: 0.0315593 | val_loss: 0.0313694 | Time: 1502.7 ms
[2022-03-23 15:31:38 main:574] : INFO : Epoch 1869 | loss: 0.0312855 | val_loss: 0.0312461 | Time: 1502.1 ms
[2022-03-23 15:31:40 main:574] : INFO : Epoch 1870 | loss: 0.0312448 | val_loss: 0.0312355 | Time: 1527.73 ms
[2022-03-23 15:31:41 main:574] : INFO : Epoch 1871 | loss: 0.031234 | val_loss: 0.0312274 | Time: 1509.06 ms
[2022-03-23 15:31:43 main:574] : INFO : Epoch 1872 | loss: 0.0312243 | val_loss: 0.0312172 | Time: 1496.18 ms
[2022-03-23 15:31:44 main:574] : INFO : Epoch 1873 | loss: 0.0312183 | val_loss: 0.0312111 | Time: 1062.1 ms
[2022-03-23 15:31:45 main:574] : INFO : Epoch 1874 | loss: 0.0312122 | val_loss: 0.0312098 | Time: 1418.06 ms
[2022-03-23 15:31:47 main:574] : INFO : Epoch 1875 | loss: 0.0312097 | val_loss: 0.031203 | Time: 1507.92 ms
[2022-03-23 15:31:48 main:574] : INFO : Epoch 1876 | loss: 0.0312081 | val_loss: 0.031202 | Time: 1518.67 ms
[2022-03-23 15:31:50 main:574] : INFO : Epoch 1877 | loss: 0.0312103 | val_loss: 0.0312069 | Time: 1490.03 ms
[2022-03-23 15:31:51 main:574] : INFO : Epoch 1878 | loss: 0.0312059 | val_loss: 0.0311996 | Time: 1515.05 ms
[2022-03-23 15:31:53 main:574] : INFO : Epoch 1879 | loss: 0.0312036 | val_loss: 0.031198 | Time: 1519.66 ms
[2022-03-23 15:31:54 main:574] : INFO : Epoch 1880 | loss: 0.0312015 | val_loss: 0.031197 | Time: 1055.03 ms
[2022-03-23 15:31:55 main:574] : INFO : Epoch 1881 | loss: 0.0312042 | val_loss: 0.0311972 | Time: 1390.4 ms
[2022-03-23 15:31:57 main:574] : INFO : Epoch 1882 | loss: 0.0311996 | val_loss: 0.0311954 | Time: 1512.53 ms
[2022-03-23 15:31:58 main:574] : INFO : Epoch 1883 | loss: 0.0312022 | val_loss: 0.0311997 | Time: 1508.47 ms
[2022-03-23 15:32:00 main:574] : INFO : Epoch 1884 | loss: 0.0311984 | val_loss: 0.0311972 | Time: 1461.07 ms
[2022-03-23 15:32:01 main:574] : INFO : Epoch 1885 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 1526.78 ms
[2022-03-23 15:32:03 main:574] : INFO : Epoch 1886 | loss: 0.0311944 | val_loss: 0.0311925 | Time: 1513.01 ms
[2022-03-23 15:32:04 main:574] : INFO : Epoch 1887 | loss: 0.0311941 | val_loss: 0.0311936 | Time: 1063.25 ms
[2022-03-23 15:32:05 main:574] : INFO : Epoch 1888 | loss: 0.031193 | val_loss: 0.0311925 | Time: 1410.12 ms
[2022-03-23 15:32:07 main:574] : INFO : Epoch 1889 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 1493.97 ms
[2022-03-23 15:32:08 main:574] : INFO : Epoch 1890 | loss: 0.0311918 | val_loss: 0.0311968 | Time: 1500.18 ms
[2022-03-23 15:32:10 main:574] : INFO : Epoch 1891 | loss: 0.0311909 | val_loss: 0.0311888 | Time: 1525.64 ms
[2022-03-23 15:32:11 main:574] : INFO : Epoch 1892 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 1487.53 ms
[2022-03-23 15:32:13 main:574] : INFO : Epoch 1893 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 1515.9 ms
[2022-03-23 15:32:14 main:574] : INFO : Epoch 1894 | loss: 0.0311896 | val_loss: 0.0311962 | Time: 1056.2 ms
[2022-03-23 15:32:15 main:574] : INFO : Epoch 1895 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 1375.06 ms
[2022-03-23 15:32:17 main:574] : INFO : Epoch 1896 | loss: 0.0311875 | val_loss: 0.0311854 | Time: 1521.5 ms
[2022-03-23 15:32:18 main:574] : INFO : Epoch 1897 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 1499.42 ms
[2022-03-23 15:32:20 main:574] : INFO : Epoch 1898 | loss: 0.0311856 | val_loss: 0.0311849 | Time: 1493.83 ms
[2022-03-23 15:32:21 main:574] : INFO : Epoch 1899 | loss: 0.0311849 | val_loss: 0.0311841 | Time: 1497.69 ms
[2022-03-23 15:32:23 main:574] : INFO : Epoch 1900 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 1511.57 ms
[2022-03-23 15:32:24 main:574] : INFO : Epoch 1901 | loss: 0.031187 | val_loss: 0.0311841 | Time: 1076.25 ms
[2022-03-23 15:32:25 main:574] : INFO : Epoch 1902 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 1356.71 ms
[2022-03-23 15:32:27 main:574] : INFO : Epoch 1903 | loss: 0.0311834 | val_loss: 0.0311841 | Time: 1502.23 ms
[2022-03-23 15:32:28 main:574] : INFO : Epoch 1904 | loss: 0.0311831 | val_loss: 0.0311846 | Time: 1487.94 ms
[2022-03-23 15:32:30 main:574] : INFO : Epoch 1905 | loss: 0.0311824 | val_loss: 0.0311848 | Time: 1524.47 ms
[2022-03-23 15:32:31 main:574] : INFO : Epoch 1906 | loss: 0.0311824 | val_loss: 0.0311835 | Time: 1526.32 ms
[2022-03-23 15:32:33 main:574] : INFO : Epoch 1907 | loss: 0.0311818 | val_loss: 0.0311843 | Time: 1494.91 ms
[2022-03-23 15:32:34 main:574] : INFO : Epoch 1908 | loss: 0.0311814 | val_loss: 0.0311842 | Time: 1104.14 ms
[2022-03-23 15:32:35 main:574] : INFO : Epoch 1909 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 1359.9 ms
[2022-03-23 15:32:37 main:574] : INFO : Epoch 1910 | loss: 0.0311807 | val_loss: 0.0311827 | Time: 1526.55 ms
[2022-03-23 15:32:38 main:574] : INFO : Epoch 1911 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1507.15 ms
[2022-03-23 15:32:40 main:574] : INFO : Epoch 1912 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 1491.34 ms
[2022-03-23 15:32:41 main:574] : INFO : Epoch 1913 | loss: 0.0311815 | val_loss: 0.0311848 | Time: 1476.18 ms
[2022-03-23 15:32:43 main:574] : INFO : Epoch 1914 | loss: 0.0311811 | val_loss: 0.0311841 | Time: 1519.07 ms
[2022-03-23 15:32:44 main:574] : INFO : Epoch 1915 | loss: 0.0311792 | val_loss: 0.0311839 | Time: 1110.49 ms
[2022-03-23 15:32:45 main:574] : INFO : Epoch 1916 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 1332.48 ms
[2022-03-23 15:32:47 main:574] : INFO : Epoch 1917 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 1546.17 ms
[2022-03-23 15:32:48 main:574] : INFO : Epoch 1918 | loss: 0.0311789 | val_loss: 0.0311826 | Time: 1499.39 ms
[2022-03-23 15:32:50 main:574] : INFO : Epoch 1919 | loss: 0.0311781 | val_loss: 0.031183 | Time: 1506.23 ms
[2022-03-23 15:32:51 main:574] : INFO : Epoch 1920 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 1509.96 ms
[2022-03-23 15:32:53 main:574] : INFO : Epoch 1921 | loss: 0.0311809 | val_loss: 0.0311823 | Time: 1483.21 ms
[2022-03-23 15:32:54 main:574] : INFO : Epoch 1922 | loss: 0.0311769 | val_loss: 0.031182 | Time: 1111.88 ms
[2022-03-23 15:32:55 main:574] : INFO : Epoch 1923 | loss: 0.0311779 | val_loss: 0.0311831 | Time: 1359.53 ms
[2022-03-23 15:32:57 main:574] : INFO : Epoch 1924 | loss: 0.0311772 | val_loss: 0.0311836 | Time: 1499.22 ms
[2022-03-23 15:32:58 main:574] : INFO : Epoch 1925 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 1534.99 ms
[2022-03-23 15:33:00 main:574] : INFO : Epoch 1926 | loss: 0.0311765 | val_loss: 0.031182 | Time: 1490.15 ms
[2022-03-23 15:33:01 main:574] : INFO : Epoch 1927 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1479.31 ms
[2022-03-23 15:33:03 main:574] : INFO : Epoch 1928 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 1493.41 ms
[2022-03-23 15:33:04 main:574] : INFO : Epoch 1929 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 1132.8 ms
[2022-03-23 15:33:05 main:574] : INFO : Epoch 1930 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 1328.42 ms
[2022-03-23 15:33:07 main:574] : INFO : Epoch 1931 | loss: 0.0311769 | val_loss: 0.0311818 | Time: 1537.4 ms
[2022-03-23 15:33:08 main:574] : INFO : Epoch 1932 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 1479.37 ms
[2022-03-23 15:33:10 main:574] : INFO : Epoch 1933 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 1508.35 ms
[2022-03-23 15:33:11 main:574] : INFO : Epoch 1934 | loss: 0.0311761 | val_loss: 0.0311838 | Time: 1514.68 ms
[2022-03-23 15:33:13 main:574] : INFO : Epoch 1935 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 1521.38 ms
[2022-03-23 15:33:14 main:574] : INFO : Epoch 1936 | loss: 0.0311782 | val_loss: 0.0311899 | Time: 1112.43 ms
[2022-03-23 15:33:15 main:574] : INFO : Epoch 1937 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 1346.59 ms
[2022-03-23 15:33:17 main:574] : INFO : Epoch 1938 | loss: 0.0311768 | val_loss: 0.031187 | Time: 1499.59 ms
[2022-03-23 15:33:18 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311844 | Time: 1497.45 ms
[2022-03-23 15:33:20 main:574] : INFO : Epoch 1940 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1509.06 ms
[2022-03-23 15:33:21 main:574] : INFO : Epoch 1941 | loss: 0.0311744 | val_loss: 0.031182 | Time: 1508.78 ms
[2022-03-23 15:33:23 main:574] : INFO : Epoch 1942 | loss: 0.031174 | val_loss: 0.0311806 | Time: 1468.77 ms
[2022-03-23 15:33:24 main:574] : INFO : Epoch 1943 | loss: 0.0311743 | val_loss: 0.0311875 | Time: 1130.94 ms
[2022-03-23 15:33:25 main:574] : INFO : Epoch 1944 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 1311.66 ms
[2022-03-23 15:33:27 main:574] : INFO : Epoch 1945 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 1513.07 ms
[2022-03-23 15:33:28 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.0311811 | Time: 1495.92 ms
[2022-03-23 15:33:30 main:574] : INFO : Epoch 1947 | loss: 0.0311744 | val_loss: 0.0311903 | Time: 1473.54 ms
[2022-03-23 15:33:31 main:574] : INFO : Epoch 1948 | loss: 0.0311768 | val_loss: 0.0311835 | Time: 1510.31 ms
[2022-03-23 15:33:33 main:574] : INFO : Epoch 1949 | loss: 0.0311733 | val_loss: 0.0311831 | Time: 1503.86 ms
[2022-03-23 15:33:34 main:574] : INFO : Epoch 1950 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 1144.19 ms
[2022-03-23 15:33:35 main:574] : INFO : Epoch 1951 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1325.28 ms
[2022-03-23 15:33:37 main:574] : INFO : Epoch 1952 | loss: 0.0311709 | val_loss: 0.0311808 | Time: 1478.8 ms
[2022-03-23 15:33:38 main:574] : INFO : Epoch 1953 | loss: 0.031171 | val_loss: 0.0311824 | Time: 1499.13 ms
[2022-03-23 15:33:40 main:574] : INFO : Epoch 1954 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 1490.93 ms
[2022-03-23 15:33:41 main:574] : INFO : Epoch 1955 | loss: 0.0311692 | val_loss: 0.0311824 | Time: 1486.84 ms
[2022-03-23 15:33:43 main:574] : INFO : Epoch 1956 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 1489.83 ms
[2022-03-23 15:33:44 main:574] : INFO : Epoch 1957 | loss: 0.0311715 | val_loss: 0.0311821 | Time: 1191.05 ms
[2022-03-23 15:33:45 main:574] : INFO : Epoch 1958 | loss: 0.031172 | val_loss: 0.0311863 | Time: 1282.53 ms
[2022-03-23 15:33:47 main:574] : INFO : Epoch 1959 | loss: 0.0311736 | val_loss: 0.0311804 | Time: 1527.44 ms
[2022-03-23 15:33:48 main:574] : INFO : Epoch 1960 | loss: 0.0311734 | val_loss: 0.0311822 | Time: 1503.9 ms
[2022-03-23 15:33:50 main:574] : INFO : Epoch 1961 | loss: 0.0311716 | val_loss: 0.0311825 | Time: 1486.61 ms
[2022-03-23 15:33:51 main:574] : INFO : Epoch 1962 | loss: 0.0311698 | val_loss: 0.0311807 | Time: 1519.33 ms
[2022-03-23 15:33:53 main:574] : INFO : Epoch 1963 | loss: 0.0311699 | val_loss: 0.0311812 | Time: 1528.25 ms
[2022-03-23 15:33:54 main:574] : INFO : Epoch 1964 | loss: 0.031171 | val_loss: 0.0311817 | Time: 1175.29 ms
[2022-03-23 15:33:55 main:574] : INFO : Epoch 1965 | loss: 0.0311686 | val_loss: 0.0311824 | Time: 1255.34 ms
[2022-03-23 15:33:57 main:574] : INFO : Epoch 1966 | loss: 0.0311692 | val_loss: 0.0311829 | Time: 1504.09 ms
[2022-03-23 15:33:58 main:574] : INFO : Epoch 1967 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 1504.78 ms
[2022-03-23 15:34:00 main:574] : INFO : Epoch 1968 | loss: 0.0311686 | val_loss: 0.0311802 | Time: 1516.08 ms
[2022-03-23 15:34:01 main:574] : INFO : Epoch 1969 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 1513.13 ms
[2022-03-23 15:34:03 main:574] : INFO : Epoch 1970 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 1483.58 ms
[2022-03-23 15:34:04 main:574] : INFO : Epoch 1971 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 1189.65 ms
[2022-03-23 15:34:05 main:574] : INFO : Epoch 1972 | loss: 0.0311696 | val_loss: 0.0311822 | Time: 1288.85 ms
[2022-03-23 15:34:07 main:574] : INFO : Epoch 1973 | loss: 0.0311685 | val_loss: 0.0311823 | Time: 1506.62 ms
[2022-03-23 15:34:08 main:574] : INFO : Epoch 1974 | loss: 0.0311678 | val_loss: 0.0311821 | Time: 1520.92 ms
[2022-03-23 15:34:10 main:574] : INFO : Epoch 1975 | loss: 0.0311678 | val_loss: 0.0311828 | Time: 1483.39 ms
[2022-03-23 15:34:11 main:574] : INFO : Epoch 1976 | loss: 0.0311678 | val_loss: 0.0311836 | Time: 1484.72 ms
[2022-03-23 15:34:13 main:574] : INFO : Epoch 1977 | loss: 0.0311678 | val_loss: 0.0311823 | Time: 1507.77 ms
[2022-03-23 15:34:14 main:574] : INFO : Epoch 1978 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 1219.02 ms
[2022-03-23 15:34:15 main:574] : INFO : Epoch 1979 | loss: 0.0311677 | val_loss: 0.0311798 | Time: 1231.3 ms
[2022-03-23 15:34:17 main:574] : INFO : Epoch 1980 | loss: 0.0311675 | val_loss: 0.0311817 | Time: 1527.29 ms
[2022-03-23 15:34:18 main:574] : INFO : Epoch 1981 | loss: 0.0311677 | val_loss: 0.0311823 | Time: 1495.41 ms
[2022-03-23 15:34:20 main:574] : INFO : Epoch 1982 | loss: 0.0311675 | val_loss: 0.031181 | Time: 1497.26 ms
[2022-03-23 15:34:21 main:574] : INFO : Epoch 1983 | loss: 0.0311682 | val_loss: 0.031185 | Time: 1515.02 ms
[2022-03-23 15:34:23 main:574] : INFO : Epoch 1984 | loss: 0.0311675 | val_loss: 0.0311841 | Time: 1519.64 ms
[2022-03-23 15:34:24 main:574] : INFO : Epoch 1985 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 1212.94 ms
[2022-03-23 15:34:25 main:574] : INFO : Epoch 1986 | loss: 0.0311655 | val_loss: 0.0311816 | Time: 1263.76 ms
[2022-03-23 15:34:27 main:574] : INFO : Epoch 1987 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 1492.93 ms
[2022-03-23 15:34:28 main:574] : INFO : Epoch 1988 | loss: 0.0311653 | val_loss: 0.0311878 | Time: 1508.87 ms
[2022-03-23 15:34:30 main:574] : INFO : Epoch 1989 | loss: 0.0311668 | val_loss: 0.0311878 | Time: 1553.63 ms
[2022-03-23 15:34:31 main:574] : INFO : Epoch 1990 | loss: 0.0311688 | val_loss: 0.0311856 | Time: 1521.2 ms
[2022-03-23 15:34:33 main:574] : INFO : Epoch 1991 | loss: 0.0311685 | val_loss: 0.0311854 | Time: 1503.77 ms
[2022-03-23 15:34:34 main:574] : INFO : Epoch 1992 | loss: 0.0311695 | val_loss: 0.0311852 | Time: 1191.18 ms
[2022-03-23 15:34:35 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 1263.7 ms
[2022-03-23 15:34:37 main:574] : INFO : Epoch 1994 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 1531.92 ms
[2022-03-23 15:34:38 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311802 | Time: 1505.05 ms
[2022-03-23 15:34:40 main:574] : INFO : Epoch 1996 | loss: 0.0311667 | val_loss: 0.0311805 | Time: 1479.21 ms
[2022-03-23 15:34:41 main:574] : INFO : Epoch 1997 | loss: 0.0311655 | val_loss: 0.0311807 | Time: 1511.46 ms
[2022-03-23 15:34:43 main:574] : INFO : Epoch 1998 | loss: 0.0311648 | val_loss: 0.0311816 | Time: 1511.89 ms
[2022-03-23 15:34:44 main:574] : INFO : Epoch 1999 | loss: 0.0311665 | val_loss: 0.0311815 | Time: 1171.98 ms
[2022-03-23 15:34:45 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.0311823 | Time: 1277.48 ms
[2022-03-23 15:34:47 main:574] : INFO : Epoch 2001 | loss: 0.0311649 | val_loss: 0.0311818 | Time: 1495.59 ms
[2022-03-23 15:34:48 main:574] : INFO : Epoch 2002 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 1504.78 ms
[2022-03-23 15:34:50 main:574] : INFO : Epoch 2003 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1519.26 ms
[2022-03-23 15:34:51 main:574] : INFO : Epoch 2004 | loss: 0.0311683 | val_loss: 0.0311842 | Time: 1488.96 ms
[2022-03-23 15:34:53 main:574] : INFO : Epoch 2005 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 1495.19 ms
[2022-03-23 15:34:54 main:574] : INFO : Epoch 2006 | loss: 0.0311633 | val_loss: 0.0311846 | Time: 1215.91 ms
[2022-03-23 15:34:55 main:574] : INFO : Epoch 2007 | loss: 0.031164 | val_loss: 0.031183 | Time: 1255.23 ms
[2022-03-23 15:34:57 main:574] : INFO : Epoch 2008 | loss: 0.0311663 | val_loss: 0.0311854 | Time: 1523.68 ms
[2022-03-23 15:34:58 main:574] : INFO : Epoch 2009 | loss: 0.0311696 | val_loss: 0.0311806 | Time: 1507.14 ms
[2022-03-23 15:35:00 main:574] : INFO : Epoch 2010 | loss: 0.0311664 | val_loss: 0.0311795 | Time: 1515.08 ms
[2022-03-23 15:35:01 main:574] : INFO : Epoch 2011 | loss: 0.0311628 | val_loss: 0.031182 | Time: 1485.84 ms
[2022-03-23 15:35:03 main:574] : INFO : Epoch 2012 | loss: 0.0311637 | val_loss: 0.0311815 | Time: 1528.57 ms
[2022-03-23 15:35:04 main:574] : INFO : Epoch 2013 | loss: 0.0311655 | val_loss: 0.0311852 | Time: 1182.3 ms
[2022-03-23 15:35:05 main:574] : INFO : Epoch 2014 | loss: 0.0311649 | val_loss: 0.0311884 | Time: 1287.43 ms
[2022-03-23 15:35:07 main:574] : INFO : Epoch 2015 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 1502.29 ms
[2022-03-23 15:35:08 main:574] : INFO : Epoch 2016 | loss: 0.0311636 | val_loss: 0.0311816 | Time: 1501.02 ms
[2022-03-23 15:35:10 main:574] : INFO : Epoch 2017 | loss: 0.0311629 | val_loss: 0.0311825 | Time: 1503.29 ms
[2022-03-23 15:35:11 main:574] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311815 | Time: 1514.93 ms
[2022-03-23 15:35:13 main:574] : INFO : Epoch 2019 | loss: 0.0311646 | val_loss: 0.0311857 | Time: 1491.88 ms
[2022-03-23 15:35:14 main:574] : INFO : Epoch 2020 | loss: 0.0311658 | val_loss: 0.0311838 | Time: 1204.79 ms
[2022-03-23 15:35:15 main:574] : INFO : Epoch 2021 | loss: 0.0311671 | val_loss: 0.0311886 | Time: 1287.36 ms
[2022-03-23 15:35:17 main:574] : INFO : Epoch 2022 | loss: 0.0311632 | val_loss: 0.0311831 | Time: 1485.61 ms
[2022-03-23 15:35:18 main:574] : INFO : Epoch 2023 | loss: 0.0311614 | val_loss: 0.0311841 | Time: 1516.51 ms
[2022-03-23 15:35:20 main:574] : INFO : Epoch 2024 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 1469.09 ms
[2022-03-23 15:35:21 main:574] : INFO : Epoch 2025 | loss: 0.0311599 | val_loss: 0.031185 | Time: 1552.26 ms
[2022-03-23 15:35:23 main:574] : INFO : Epoch 2026 | loss: 0.0311591 | val_loss: 0.0311833 | Time: 1528.94 ms
[2022-03-23 15:35:24 main:574] : INFO : Epoch 2027 | loss: 0.0311586 | val_loss: 0.0311857 | Time: 1191.76 ms
[2022-03-23 15:35:25 main:574] : INFO : Epoch 2028 | loss: 0.0311594 | val_loss: 0.0311813 | Time: 1297.09 ms
[2022-03-23 15:35:27 main:574] : INFO : Epoch 2029 | loss: 0.0311631 | val_loss: 0.0311886 | Time: 1511.82 ms
[2022-03-23 15:35:28 main:574] : INFO : Epoch 2030 | loss: 0.0311641 | val_loss: 0.031187 | Time: 1506.11 ms
[2022-03-23 15:35:30 main:574] : INFO : Epoch 2031 | loss: 0.0311634 | val_loss: 0.0311859 | Time: 1492.15 ms
[2022-03-23 15:35:31 main:574] : INFO : Epoch 2032 | loss: 0.031161 | val_loss: 0.0311931 | Time: 1495.33 ms
[2022-03-23 15:35:33 main:574] : INFO : Epoch 2033 | loss: 0.0311609 | val_loss: 0.0311849 | Time: 1510.05 ms
[2022-03-23 15:35:34 main:574] : INFO : Epoch 2034 | loss: 0.0311628 | val_loss: 0.0311834 | Time: 1174.46 ms
[2022-03-23 15:35:35 main:574] : INFO : Epoch 2035 | loss: 0.0311652 | val_loss: 0.0311838 | Time: 1255.53 ms
[2022-03-23 15:35:37 main:574] : INFO : Epoch 2036 | loss: 0.0311634 | val_loss: 0.0311821 | Time: 1492.24 ms
[2022-03-23 15:35:38 main:574] : INFO : Epoch 2037 | loss: 0.0311624 | val_loss: 0.031181 | Time: 1514.15 ms
[2022-03-23 15:35:40 main:574] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 1524.12 ms
[2022-03-23 15:35:41 main:574] : INFO : Epoch 2039 | loss: 0.0311614 | val_loss: 0.0311836 | Time: 1525.64 ms
[2022-03-23 15:35:43 main:574] : INFO : Epoch 2040 | loss: 0.0311608 | val_loss: 0.0311839 | Time: 1509.52 ms
[2022-03-23 15:35:44 main:574] : INFO : Epoch 2041 | loss: 0.0311597 | val_loss: 0.0311818 | Time: 1185.88 ms
[2022-03-23 15:35:45 main:574] : INFO : Epoch 2042 | loss: 0.0311612 | val_loss: 0.031183 | Time: 1263.56 ms
[2022-03-23 15:35:47 main:574] : INFO : Epoch 2043 | loss: 0.0311613 | val_loss: 0.0311811 | Time: 1536.34 ms
[2022-03-23 15:35:49 main:574] : INFO : Epoch 2044 | loss: 0.0311601 | val_loss: 0.0311856 | Time: 1528.81 ms
[2022-03-23 15:35:50 main:574] : INFO : Epoch 2045 | loss: 0.0311641 | val_loss: 0.0311843 | Time: 1502.51 ms
[2022-03-23 15:35:52 main:574] : INFO : Epoch 2046 | loss: 0.0311596 | val_loss: 0.0311857 | Time: 1509.99 ms
[2022-03-23 15:35:53 main:574] : INFO : Epoch 2047 | loss: 0.0311586 | val_loss: 0.0311852 | Time: 1489.4 ms
[2022-03-23 15:35:54 main:574] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.0311842 | Time: 1147.69 ms
[2022-03-23 15:35:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311842
[2022-03-23 15:35:54 main:603] : INFO : Saving end state to config to file
[2022-03-23 15:35:54 main:608] : INFO : Success, exiting..
15:35:54 (6332): 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)