Task 3713869
| Name | ParityModified-1609264340-19711-4_0 |
| Workunit | 1901067 |
| Created | 17 Jan 2021, 20:20:18 UTC |
| Sent | 17 Jan 2021, 21:05:54 UTC |
| Report deadline | 24 Jan 2021, 21:05:54 UTC |
| Received | 26 Jan 2021, 19:19:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 44 min 24 sec |
| CPU time | 43 min 20 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 20:07:49 main:574] : INFO : Epoch 1542 | loss: 0.0311003 | val_loss: 0.0311304 | Time: 1426.36 ms [2021-01-26 20:07:51 main:574] : INFO : Epoch 1543 | loss: 0.0311026 | val_loss: 0.0311304 | Time: 1298.96 ms [2021-01-26 20:07:52 main:574] : INFO : Epoch 1544 | loss: 0.0311042 | val_loss: 0.0311374 | Time: 1225.44 ms [2021-01-26 20:07:53 main:574] : INFO : Epoch 1545 | loss: 0.0311052 | val_loss: 0.0311252 | Time: 1340.36 ms [2021-01-26 20:07:55 main:574] : INFO : Epoch 1546 | loss: 0.0311024 | val_loss: 0.03113 | Time: 1323.05 ms [2021-01-26 20:07:56 main:574] : INFO : Epoch 1547 | loss: 0.0311025 | val_loss: 0.0311287 | Time: 1213.78 ms [2021-01-26 20:07:57 main:574] : INFO : Epoch 1548 | loss: 0.0311005 | val_loss: 0.0311255 | Time: 1289.91 ms [2021-01-26 20:07:59 main:574] : INFO : Epoch 1549 | loss: 0.0311006 | val_loss: 0.0311283 | Time: 1423.18 ms [2021-01-26 20:08:00 main:574] : INFO : Epoch 1550 | loss: 0.0311005 | val_loss: 0.0311376 | Time: 1217.16 ms [2021-01-26 20:08:01 main:574] : INFO : Epoch 1551 | loss: 0.0311026 | val_loss: 0.0311372 | Time: 1280.12 ms [2021-01-26 20:08:02 main:574] : INFO : Epoch 1552 | loss: 0.0311013 | val_loss: 0.0311321 | Time: 1383.1 ms [2021-01-26 20:08:04 main:574] : INFO : Epoch 1553 | loss: 0.0311011 | val_loss: 0.0311294 | Time: 1211.13 ms [2021-01-26 20:08:05 main:574] : INFO : Epoch 1554 | loss: 0.0311011 | val_loss: 0.0311309 | Time: 1248.07 ms [2021-01-26 20:08:06 main:574] : INFO : Epoch 1555 | loss: 0.0311002 | val_loss: 0.031132 | Time: 1385.55 ms [2021-01-26 20:08:07 main:574] : INFO : Epoch 1556 | loss: 0.0310992 | val_loss: 0.0311328 | Time: 1216.3 ms [2021-01-26 20:08:09 main:574] : INFO : Epoch 1557 | loss: 0.0310998 | val_loss: 0.0311296 | Time: 1226.31 ms [2021-01-26 20:08:10 main:574] : INFO : Epoch 1558 | loss: 0.0310989 | val_loss: 0.0311301 | Time: 1461.92 ms [2021-01-26 20:08:11 main:574] : INFO : Epoch 1559 | loss: 0.0310988 | val_loss: 0.0311318 | Time: 1208.39 ms [2021-01-26 20:08:13 main:574] : INFO : Epoch 1560 | loss: 0.0310976 | val_loss: 0.031129 | Time: 1198.96 ms [2021-01-26 20:08:14 main:574] : INFO : Epoch 1561 | loss: 0.0310955 | val_loss: 0.0311325 | Time: 1469.68 ms [2021-01-26 20:08:15 main:574] : INFO : Epoch 1562 | loss: 0.0311015 | val_loss: 0.0311314 | Time: 1204.41 ms [2021-01-26 20:08:16 main:574] : INFO : Epoch 1563 | loss: 0.0311048 | val_loss: 0.0311368 | Time: 1219.26 ms [2021-01-26 20:08:18 main:574] : INFO : Epoch 1564 | loss: 0.0311039 | val_loss: 0.031137 | Time: 1402.7 ms [2021-01-26 20:08:19 main:574] : INFO : Epoch 1565 | loss: 0.0311064 | val_loss: 0.0311301 | Time: 1200.8 ms [2021-01-26 20:08:20 main:574] : INFO : Epoch 1566 | loss: 0.0311032 | val_loss: 0.0311416 | Time: 1207.64 ms [2021-01-26 20:08:22 main:574] : INFO : Epoch 1567 | loss: 0.0311153 | val_loss: 0.0311306 | Time: 1404.63 ms [2021-01-26 20:08:23 main:574] : INFO : Epoch 1568 | loss: 0.0311122 | val_loss: 0.0311324 | Time: 1249.14 ms [2021-01-26 20:08:24 main:574] : INFO : Epoch 1569 | loss: 0.0311078 | val_loss: 0.0311308 | Time: 1227.98 ms [2021-01-26 20:08:26 main:574] : INFO : Epoch 1570 | loss: 0.0311074 | val_loss: 0.0311281 | Time: 1443.08 ms [2021-01-26 20:08:27 main:574] : INFO : Epoch 1571 | loss: 0.0311074 | val_loss: 0.0311334 | Time: 1261.26 ms [2021-01-26 20:08:28 main:574] : INFO : Epoch 1572 | loss: 0.0311073 | val_loss: 0.0311284 | Time: 1207.41 ms [2021-01-26 20:08:29 main:574] : INFO : Epoch 1573 | loss: 0.0311027 | val_loss: 0.0311305 | Time: 1349.91 ms [2021-01-26 20:08:31 main:574] : INFO : Epoch 1574 | loss: 0.0311039 | val_loss: 0.0311285 | Time: 1300.83 ms [2021-01-26 20:08:32 main:574] : INFO : Epoch 1575 | loss: 0.0311009 | val_loss: 0.0311305 | Time: 1223.35 ms [2021-01-26 20:08:33 main:574] : INFO : Epoch 1576 | loss: 0.0311131 | val_loss: 0.0311345 | Time: 1382.33 ms [2021-01-26 20:08:35 main:574] : INFO : Epoch 1577 | loss: 0.0311162 | val_loss: 0.0311332 | Time: 1350.57 ms [2021-01-26 20:08:36 main:574] : INFO : Epoch 1578 | loss: 0.0311114 | val_loss: 0.0311295 | Time: 1201.93 ms [2021-01-26 20:08:37 main:574] : INFO : Epoch 1579 | loss: 0.0311098 | val_loss: 0.0311365 | Time: 1310.22 ms [2021-01-26 20:08:39 main:574] : INFO : Epoch 1580 | loss: 0.0311137 | val_loss: 0.0311402 | Time: 1348.75 ms [2021-01-26 20:08:40 main:574] : INFO : Epoch 1581 | loss: 0.031114 | val_loss: 0.0311375 | Time: 1231.49 ms [2021-01-26 20:08:41 main:574] : INFO : Epoch 1582 | loss: 0.0311134 | val_loss: 0.0311367 | Time: 1486.83 ms [2021-01-26 20:08:43 main:574] : INFO : Epoch 1583 | loss: 0.0311064 | val_loss: 0.0311309 | Time: 1315.05 ms [2021-01-26 20:08:44 main:574] : INFO : Epoch 1584 | loss: 0.0311082 | val_loss: 0.0311378 | Time: 1228.06 ms [2021-01-26 20:08:45 main:574] : INFO : Epoch 1585 | loss: 0.0311087 | val_loss: 0.0311357 | Time: 1297.48 ms [2021-01-26 20:08:47 main:574] : INFO : Epoch 1586 | loss: 0.0311079 | val_loss: 0.0311291 | Time: 1372.41 ms [2021-01-26 20:08:48 main:574] : INFO : Epoch 1587 | loss: 0.0311098 | val_loss: 0.0311344 | Time: 1220.07 ms [2021-01-26 20:08:49 main:574] : INFO : Epoch 1588 | loss: 0.0311066 | val_loss: 0.0311358 | Time: 1272.4 ms [2021-01-26 20:08:51 main:574] : INFO : Epoch 1589 | loss: 0.0311076 | val_loss: 0.0311305 | Time: 1417.56 ms [2021-01-26 20:08:52 main:574] : INFO : Epoch 1590 | loss: 0.0311036 | val_loss: 0.031132 | Time: 1221.66 ms [2021-01-26 20:08:53 main:574] : INFO : Epoch 1591 | loss: 0.0311012 | val_loss: 0.03113 | Time: 1224.34 ms [2021-01-26 20:08:54 main:574] : INFO : Epoch 1592 | loss: 0.0311024 | val_loss: 0.0311322 | Time: 1435.89 ms [2021-01-26 20:08:56 main:574] : INFO : Epoch 1593 | loss: 0.0311022 | val_loss: 0.0311333 | Time: 1213.34 ms [2021-01-26 20:08:57 main:574] : INFO : Epoch 1594 | loss: 0.0311034 | val_loss: 0.031135 | Time: 1216.09 ms [2021-01-26 20:08:58 main:574] : INFO : Epoch 1595 | loss: 0.031104 | val_loss: 0.0311319 | Time: 1435.2 ms [2021-01-26 20:09:00 main:574] : INFO : Epoch 1596 | loss: 0.0311001 | val_loss: 0.0311306 | Time: 1220.7 ms [2021-01-26 20:09:01 main:574] : INFO : Epoch 1597 | loss: 0.0310999 | val_loss: 0.0311297 | Time: 1210.29 ms [2021-01-26 20:09:02 main:574] : INFO : Epoch 1598 | loss: 0.0311004 | val_loss: 0.031131 | Time: 1431.8 ms [2021-01-26 20:09:03 main:574] : INFO : Epoch 1599 | loss: 0.0310991 | val_loss: 0.0311306 | Time: 1211.72 ms [2021-01-26 20:09:05 main:574] : INFO : Epoch 1600 | loss: 0.0310984 | val_loss: 0.0311302 | Time: 1218.06 ms [2021-01-26 20:09:06 main:574] : INFO : Epoch 1601 | loss: 0.0311002 | val_loss: 0.0311323 | Time: 1447.28 ms [2021-01-26 20:09:07 main:574] : INFO : Epoch 1602 | loss: 0.0311046 | val_loss: 0.0311418 | Time: 1219.79 ms [2021-01-26 20:09:09 main:574] : INFO : Epoch 1603 | loss: 0.0311037 | val_loss: 0.0311311 | Time: 1206.65 ms [2021-01-26 20:09:10 main:574] : INFO : Epoch 1604 | loss: 0.0311001 | val_loss: 0.0311328 | Time: 1399.18 ms [2021-01-26 20:09:11 main:574] : INFO : Epoch 1605 | loss: 0.0310984 | val_loss: 0.031138 | Time: 1252.57 ms [2021-01-26 20:09:12 main:574] : INFO : Epoch 1606 | loss: 0.031098 | val_loss: 0.031132 | Time: 1225.36 ms [2021-01-26 20:09:14 main:574] : INFO : Epoch 1607 | loss: 0.0311014 | val_loss: 0.0311362 | Time: 1349.5 ms [2021-01-26 20:09:15 main:574] : INFO : Epoch 1608 | loss: 0.0310994 | val_loss: 0.0311318 | Time: 1284.49 ms [2021-01-26 20:09:16 main:574] : INFO : Epoch 1609 | loss: 0.0310993 | val_loss: 0.0311297 | Time: 1210.57 ms [2021-01-26 20:09:18 main:574] : INFO : Epoch 1610 | loss: 0.0310979 | val_loss: 0.0311315 | Time: 1339.25 ms [2021-01-26 20:09:19 main:574] : INFO : Epoch 1611 | loss: 0.0310965 | val_loss: 0.0311325 | Time: 1321 ms [2021-01-26 20:09:20 main:574] : INFO : Epoch 1612 | loss: 0.0310967 | val_loss: 0.0311316 | Time: 1234.31 ms [2021-01-26 20:09:22 main:574] : INFO : Epoch 1613 | loss: 0.0310956 | val_loss: 0.0311316 | Time: 1328.6 ms [2021-01-26 20:09:23 main:574] : INFO : Epoch 1614 | loss: 0.0310949 | val_loss: 0.0311302 | Time: 1427.81 ms [2021-01-26 20:09:24 main:574] : INFO : Epoch 1615 | loss: 0.0310979 | val_loss: 0.0311343 | Time: 1321.6 ms [2021-01-26 20:09:26 main:574] : INFO : Epoch 1616 | loss: 0.0310955 | val_loss: 0.0311305 | Time: 1335.84 ms [2021-01-26 20:09:27 main:574] : INFO : Epoch 1617 | loss: 0.0310943 | val_loss: 0.0311335 | Time: 1323.28 ms [2021-01-26 20:09:28 main:574] : INFO : Epoch 1618 | loss: 0.0310941 | val_loss: 0.0311326 | Time: 1208.4 ms [2021-01-26 20:09:29 main:574] : INFO : Epoch 1619 | loss: 0.0310952 | val_loss: 0.0311303 | Time: 1321.28 ms [2021-01-26 20:09:31 main:574] : INFO : Epoch 1620 | loss: 0.0310982 | val_loss: 0.0311293 | Time: 1387.17 ms [2021-01-26 20:09:32 main:574] : INFO : Epoch 1621 | loss: 0.0310975 | val_loss: 0.0311275 | Time: 1228.48 ms [2021-01-26 20:09:33 main:574] : INFO : Epoch 1622 | loss: 0.0311 | val_loss: 0.0311308 | Time: 1289.84 ms [2021-01-26 20:09:35 main:574] : INFO : Epoch 1623 | loss: 0.0311008 | val_loss: 0.031135 | Time: 1377.46 ms [2021-01-26 20:09:36 main:574] : INFO : Epoch 1624 | loss: 0.0311035 | val_loss: 0.0311286 | Time: 1202.9 ms [2021-01-26 20:09:37 main:574] : INFO : Epoch 1625 | loss: 0.0311012 | val_loss: 0.0311313 | Time: 1264 ms [2021-01-26 20:09:39 main:574] : INFO : Epoch 1626 | loss: 0.0311058 | val_loss: 0.0311312 | Time: 1384.43 ms [2021-01-26 20:09:40 main:574] : INFO : Epoch 1627 | loss: 0.0311088 | val_loss: 0.0311296 | Time: 1229.45 ms [2021-01-26 20:09:41 main:574] : INFO : Epoch 1628 | loss: 0.0311093 | val_loss: 0.0311308 | Time: 1312.43 ms [2021-01-26 20:09:43 main:574] : INFO : Epoch 1629 | loss: 0.0311061 | val_loss: 0.0311307 | Time: 1473.97 ms [2021-01-26 20:09:44 main:574] : INFO : Epoch 1630 | loss: 0.0311038 | val_loss: 0.0311334 | Time: 1222.03 ms [2021-01-26 20:09:45 main:574] : INFO : Epoch 1631 | loss: 0.0311042 | val_loss: 0.0311378 | Time: 1228.32 ms [2021-01-26 20:09:47 main:574] : INFO : Epoch 1632 | loss: 0.0311027 | val_loss: 0.031131 | Time: 1407.06 ms [2021-01-26 20:09:48 main:574] : INFO : Epoch 1633 | loss: 0.0311048 | val_loss: 0.0311372 | Time: 1219.3 ms [2021-01-26 20:09:49 main:574] : INFO : Epoch 1634 | loss: 0.0311043 | val_loss: 0.0311345 | Time: 1230.45 ms [2021-01-26 20:09:50 main:574] : INFO : Epoch 1635 | loss: 0.0311067 | val_loss: 0.031133 | Time: 1418.79 ms [2021-01-26 20:09:52 main:574] : INFO : Epoch 1636 | loss: 0.0311071 | val_loss: 0.0311352 | Time: 1197.23 ms [2021-01-26 20:09:53 main:574] : INFO : Epoch 1637 | loss: 0.0311049 | val_loss: 0.0311332 | Time: 1228.36 ms [2021-01-26 20:09:54 main:574] : INFO : Epoch 1638 | loss: 0.0311047 | val_loss: 0.0311265 | Time: 1433.94 ms [2021-01-26 20:09:56 main:574] : INFO : Epoch 1639 | loss: 0.0311047 | val_loss: 0.0311275 | Time: 1231.49 ms [2021-01-26 20:09:57 main:574] : INFO : Epoch 1640 | loss: 0.0311027 | val_loss: 0.0311276 | Time: 1220.28 ms [2021-01-26 20:09:58 main:574] : INFO : Epoch 1641 | loss: 0.031102 | val_loss: 0.0311345 | Time: 1406.85 ms [2021-01-26 20:09:59 main:574] : INFO : Epoch 1642 | loss: 0.0311026 | val_loss: 0.0311316 | Time: 1220.48 ms [2021-01-26 20:10:01 main:574] : INFO : Epoch 1643 | loss: 0.0310988 | val_loss: 0.0311301 | Time: 1217.63 ms [2021-01-26 20:10:02 main:574] : INFO : Epoch 1644 | loss: 0.0310972 | val_loss: 0.0311326 | Time: 1405.03 ms [2021-01-26 20:10:03 main:574] : INFO : Epoch 1645 | loss: 0.0310972 | val_loss: 0.0311341 | Time: 1264.09 ms [2021-01-26 20:10:05 main:574] : INFO : Epoch 1646 | loss: 0.0310967 | val_loss: 0.0311288 | Time: 1210.13 ms [2021-01-26 20:10:06 main:574] : INFO : Epoch 1647 | loss: 0.0310958 | val_loss: 0.0311348 | Time: 1396.93 ms [2021-01-26 20:10:07 main:574] : INFO : Epoch 1648 | loss: 0.031099 | val_loss: 0.0311367 | Time: 1283.38 ms [2021-01-26 20:10:08 main:574] : INFO : Epoch 1649 | loss: 0.0310987 | val_loss: 0.0311412 | Time: 1218.76 ms [2021-01-26 20:10:10 main:574] : INFO : Epoch 1650 | loss: 0.0310968 | val_loss: 0.0311351 | Time: 1316.71 ms [2021-01-26 20:10:11 main:574] : INFO : Epoch 1651 | loss: 0.031099 | val_loss: 0.0311321 | Time: 1334.72 ms [2021-01-26 20:10:12 main:574] : INFO : Epoch 1652 | loss: 0.0310987 | val_loss: 0.0311338 | Time: 1223.68 ms [2021-01-26 20:10:14 main:574] : INFO : Epoch 1653 | loss: 0.0310965 | val_loss: 0.0311336 | Time: 1267.95 ms [2021-01-26 20:10:15 main:574] : INFO : Epoch 1654 | loss: 0.0310969 | val_loss: 0.0311325 | Time: 1351.52 ms [2021-01-26 20:10:16 main:574] : INFO : Epoch 1655 | loss: 0.0310965 | val_loss: 0.031131 | Time: 1212.32 ms [2021-01-26 20:10:17 main:574] : INFO : Epoch 1656 | loss: 0.0310955 | val_loss: 0.0311322 | Time: 1233.48 ms [2021-01-26 20:10:19 main:574] : INFO : Epoch 1657 | loss: 0.031095 | val_loss: 0.0311304 | Time: 1404.68 ms [2021-01-26 20:10:20 main:574] : INFO : Epoch 1658 | loss: 0.0310955 | val_loss: 0.0311323 | Time: 1229.22 ms [2021-01-26 20:10:21 main:574] : INFO : Epoch 1659 | loss: 0.0310983 | val_loss: 0.0311501 | Time: 1205.31 ms [2021-01-26 20:10:23 main:574] : INFO : Epoch 1660 | loss: 0.031101 | val_loss: 0.0311357 | Time: 1480.73 ms [2021-01-26 20:10:24 main:574] : INFO : Epoch 1661 | loss: 0.0310989 | val_loss: 0.0311407 | Time: 1209.52 ms [2021-01-26 20:10:25 main:574] : INFO : Epoch 1662 | loss: 0.031099 | val_loss: 0.0311332 | Time: 1228.12 ms [2021-01-26 20:10:27 main:574] : INFO : Epoch 1663 | loss: 0.031097 | val_loss: 0.0311314 | Time: 1421.44 ms [2021-01-26 20:10:28 main:574] : INFO : Epoch 1664 | loss: 0.0310981 | val_loss: 0.0311305 | Time: 1217.3 ms [2021-01-26 20:10:29 main:574] : INFO : Epoch 1665 | loss: 0.0311096 | val_loss: 0.031131 | Time: 1226.01 ms [2021-01-26 20:10:30 main:574] : INFO : Epoch 1666 | loss: 0.0311049 | val_loss: 0.0311267 | Time: 1425.52 ms [2021-01-26 20:10:32 main:574] : INFO : Epoch 1667 | loss: 0.0311023 | val_loss: 0.0311305 | Time: 1216.47 ms [2021-01-26 20:10:33 main:574] : INFO : Epoch 1668 | loss: 0.0311065 | val_loss: 0.0311354 | Time: 1220.45 ms [2021-01-26 20:10:34 main:574] : INFO : Epoch 1669 | loss: 0.0311068 | val_loss: 0.0311282 | Time: 1426.62 ms [2021-01-26 20:10:36 main:574] : INFO : Epoch 1670 | loss: 0.0311042 | val_loss: 0.0311331 | Time: 1238.2 ms [2021-01-26 20:10:37 main:574] : INFO : Epoch 1671 | loss: 0.0311041 | val_loss: 0.0311281 | Time: 1215.15 ms [2021-01-26 20:10:38 main:574] : INFO : Epoch 1672 | loss: 0.0311023 | val_loss: 0.0311327 | Time: 1466.65 ms [2021-01-26 20:10:40 main:574] : INFO : Epoch 1673 | loss: 0.031103 | val_loss: 0.0311298 | Time: 1217.96 ms [2021-01-26 20:10:41 main:574] : INFO : Epoch 1674 | loss: 0.0311009 | val_loss: 0.0311325 | Time: 1198.83 ms [2021-01-26 20:10:42 main:574] : INFO : Epoch 1675 | loss: 0.0311086 | val_loss: 0.0311362 | Time: 1385.76 ms [2021-01-26 20:10:43 main:574] : INFO : Epoch 1676 | loss: 0.0311167 | val_loss: 0.0311324 | Time: 1252.63 ms [2021-01-26 20:10:45 main:574] : INFO : Epoch 1677 | loss: 0.0311127 | val_loss: 0.031139 | Time: 1200.2 ms [2021-01-26 20:10:46 main:574] : INFO : Epoch 1678 | loss: 0.0311164 | val_loss: 0.0311462 | Time: 1328.47 ms [2021-01-26 20:10:47 main:574] : INFO : Epoch 1679 | loss: 0.0311154 | val_loss: 0.0311343 | Time: 1306.94 ms [2021-01-26 20:10:48 main:574] : INFO : Epoch 1680 | loss: 0.0311109 | val_loss: 0.0311324 | Time: 1220.9 ms [2021-01-26 20:10:50 main:574] : INFO : Epoch 1681 | loss: 0.0311059 | val_loss: 0.0311309 | Time: 1270.31 ms [2021-01-26 20:10:51 main:574] : INFO : Epoch 1682 | loss: 0.0311065 | val_loss: 0.0311259 | Time: 1356.32 ms [2021-01-26 20:10:52 main:574] : INFO : Epoch 1683 | loss: 0.0311037 | val_loss: 0.031129 | Time: 1211.54 ms [2021-01-26 20:10:54 main:574] : INFO : Epoch 1684 | loss: 0.0311019 | val_loss: 0.0311284 | Time: 1263.08 ms [2021-01-26 20:10:55 main:574] : INFO : Epoch 1685 | loss: 0.0311007 | val_loss: 0.0311319 | Time: 1413.28 ms [2021-01-26 20:10:56 main:574] : INFO : Epoch 1686 | loss: 0.0311038 | val_loss: 0.0311308 | Time: 1215.15 ms [2021-01-26 20:10:57 main:574] : INFO : Epoch 1687 | loss: 0.0311032 | val_loss: 0.031134 | Time: 1205.84 ms [2021-01-26 20:10:59 main:574] : INFO : Epoch 1688 | loss: 0.0311086 | val_loss: 0.0311333 | Time: 1436.48 ms [2021-01-26 20:11:00 main:574] : INFO : Epoch 1689 | loss: 0.0311079 | val_loss: 0.0311319 | Time: 1243.74 ms [2021-01-26 20:11:01 main:574] : INFO : Epoch 1690 | loss: 0.0311073 | val_loss: 0.0311265 | Time: 1219.92 ms [2021-01-26 20:11:03 main:574] : INFO : Epoch 1691 | loss: 0.0311019 | val_loss: 0.0311269 | Time: 1469.42 ms [2021-01-26 20:11:04 main:574] : INFO : Epoch 1692 | loss: 0.0311008 | val_loss: 0.0311319 | Time: 1213.83 ms [2021-01-26 20:11:05 main:574] : INFO : Epoch 1693 | loss: 0.0311017 | val_loss: 0.0311295 | Time: 1221.14 ms [2021-01-26 20:11:07 main:574] : INFO : Epoch 1694 | loss: 0.0311017 | val_loss: 0.0311365 | Time: 1439.81 ms [2021-01-26 20:11:08 main:574] : INFO : Epoch 1695 | loss: 0.0311027 | val_loss: 0.0311278 | Time: 1237.55 ms [2021-01-26 20:11:09 main:574] : INFO : Epoch 1696 | loss: 0.0310998 | val_loss: 0.0311278 | Time: 1218.28 ms [2021-01-26 20:11:11 main:574] : INFO : Epoch 1697 | loss: 0.0310986 | val_loss: 0.0311309 | Time: 1480.15 ms [2021-01-26 20:11:12 main:574] : INFO : Epoch 1698 | loss: 0.0310998 | val_loss: 0.0311289 | Time: 1215.66 ms [2021-01-26 20:11:13 main:574] : INFO : Epoch 1699 | loss: 0.0311011 | val_loss: 0.0311292 | Time: 1216.96 ms [2021-01-26 20:11:15 main:574] : INFO : Epoch 1700 | loss: 0.0310981 | val_loss: 0.0311301 | Time: 1457.33 ms [2021-01-26 20:11:16 main:574] : INFO : Epoch 1701 | loss: 0.0310964 | val_loss: 0.0311309 | Time: 1228.41 ms [2021-01-26 20:11:17 main:574] : INFO : Epoch 1702 | loss: 0.0310974 | val_loss: 0.0311323 | Time: 1204.76 ms [2021-01-26 20:11:18 main:574] : INFO : Epoch 1703 | loss: 0.0311012 | val_loss: 0.0311342 | Time: 1396.2 ms [2021-01-26 20:11:20 main:574] : INFO : Epoch 1704 | loss: 0.031102 | val_loss: 0.031133 | Time: 1252 ms [2021-01-26 20:11:21 main:574] : INFO : Epoch 1705 | loss: 0.0310994 | val_loss: 0.0311391 | Time: 1196.18 ms [2021-01-26 20:11:22 main:574] : INFO : Epoch 1706 | loss: 0.0310963 | val_loss: 0.0311291 | Time: 1434.2 ms [2021-01-26 20:11:24 main:574] : INFO : Epoch 1707 | loss: 0.0310964 | val_loss: 0.0311333 | Time: 1333.56 ms [2021-01-26 20:11:25 main:574] : INFO : Epoch 1708 | loss: 0.0310967 | val_loss: 0.0311319 | Time: 1210.36 ms [2021-01-26 20:11:26 main:574] : INFO : Epoch 1709 | loss: 0.0310964 | val_loss: 0.03113 | Time: 1324.7 ms [2021-01-26 20:11:28 main:574] : INFO : Epoch 1710 | loss: 0.0310963 | val_loss: 0.0311307 | Time: 1323.07 ms [2021-01-26 20:11:29 main:574] : INFO : Epoch 1711 | loss: 0.0310982 | val_loss: 0.031129 | Time: 1213.34 ms [2021-01-26 20:11:30 main:574] : INFO : Epoch 1712 | loss: 0.0310983 | val_loss: 0.0311313 | Time: 1306.77 ms [2021-01-26 20:11:31 main:574] : INFO : Epoch 1713 | loss: 0.0311003 | val_loss: 0.0311358 | Time: 1334.71 ms [2021-01-26 20:11:33 main:574] : INFO : Epoch 1714 | loss: 0.031105 | val_loss: 0.0311264 | Time: 1216.79 ms [2021-01-26 20:11:34 main:574] : INFO : Epoch 1715 | loss: 0.0311019 | val_loss: 0.0311308 | Time: 1281.36 ms [2021-01-26 20:11:35 main:574] : INFO : Epoch 1716 | loss: 0.0310987 | val_loss: 0.03113 | Time: 1380.08 ms [2021-01-26 20:11:36 main:574] : INFO : Epoch 1717 | loss: 0.0310958 | val_loss: 0.0311332 | Time: 1214.68 ms [2021-01-26 20:11:38 main:574] : INFO : Epoch 1718 | loss: 0.0310955 | val_loss: 0.0311325 | Time: 1286.65 ms [2021-01-26 20:11:39 main:574] : INFO : Epoch 1719 | loss: 0.0310973 | val_loss: 0.031131 | Time: 1389.66 ms [2021-01-26 20:11:40 main:574] : INFO : Epoch 1720 | loss: 0.0310955 | val_loss: 0.0311302 | Time: 1220.45 ms [2021-01-26 20:11:42 main:574] : INFO : Epoch 1721 | loss: 0.0310958 | val_loss: 0.03114 | Time: 1235.02 ms [2021-01-26 20:11:43 main:574] : INFO : Epoch 1722 | loss: 0.0310986 | val_loss: 0.0311289 | Time: 1453.76 ms [2021-01-26 20:11:44 main:574] : INFO : Epoch 1723 | loss: 0.031095 | val_loss: 0.0311301 | Time: 1211.51 ms [2021-01-26 20:11:46 main:574] : INFO : Epoch 1724 | loss: 0.0310943 | val_loss: 0.0311321 | Time: 1233.77 ms [2021-01-26 20:11:47 main:574] : INFO : Epoch 1725 | loss: 0.031095 | val_loss: 0.0311335 | Time: 1484.05 ms [2021-01-26 20:11:48 main:574] : INFO : Epoch 1726 | loss: 0.0310961 | val_loss: 0.0311262 | Time: 1217.56 ms [2021-01-26 20:11:49 main:574] : INFO : Epoch 1727 | loss: 0.0310939 | val_loss: 0.0311285 | Time: 1222.63 ms [2021-01-26 20:11:51 main:574] : INFO : Epoch 1728 | loss: 0.0310941 | val_loss: 0.031128 | Time: 1439.23 ms [2021-01-26 20:11:52 main:574] : INFO : Epoch 1729 | loss: 0.0310965 | val_loss: 0.0311298 | Time: 1215.07 ms [2021-01-26 20:11:53 main:574] : INFO : Epoch 1730 | loss: 0.0310947 | val_loss: 0.0311284 | Time: 1210.09 ms [2021-01-26 20:11:55 main:574] : INFO : Epoch 1731 | loss: 0.0310963 | val_loss: 0.0311379 | Time: 1419.93 ms [2021-01-26 20:11:56 main:574] : INFO : Epoch 1732 | loss: 0.0311028 | val_loss: 0.0311386 | Time: 1228.8 ms [2021-01-26 20:11:57 main:574] : INFO : Epoch 1733 | loss: 0.0311175 | val_loss: 0.0312792 | Time: 1207.28 ms [2021-01-26 20:11:59 main:574] : INFO : Epoch 1734 | loss: 0.0393178 | val_loss: 0.0335387 | Time: 1443.51 ms [2021-01-26 20:12:00 main:574] : INFO : Epoch 1735 | loss: 0.0371165 | val_loss: 0.0337864 | Time: 1215.39 ms [2021-01-26 20:12:01 main:574] : INFO : Epoch 1736 | loss: 0.0320539 | val_loss: 0.0313709 | Time: 1201.51 ms [2021-01-26 20:12:03 main:574] : INFO : Epoch 1737 | loss: 0.0313395 | val_loss: 0.0312815 | Time: 1504.73 ms [2021-01-26 20:12:04 main:574] : INFO : Epoch 1738 | loss: 0.0312626 | val_loss: 0.0312436 | Time: 1231.7 ms [2021-01-26 20:12:05 main:574] : INFO : Epoch 1739 | loss: 0.0312426 | val_loss: 0.0312347 | Time: 1208.65 ms [2021-01-26 20:12:06 main:574] : INFO : Epoch 1740 | loss: 0.0312344 | val_loss: 0.0312269 | Time: 1353.91 ms [2021-01-26 20:12:08 main:574] : INFO : Epoch 1741 | loss: 0.0312265 | val_loss: 0.031218 | Time: 1267.14 ms [2021-01-26 20:12:09 main:574] : INFO : Epoch 1742 | loss: 0.0312191 | val_loss: 0.0312113 | Time: 1206.64 ms [2021-01-26 20:12:10 main:574] : INFO : Epoch 1743 | loss: 0.0312123 | val_loss: 0.031204 | Time: 1323.71 ms [2021-01-26 20:12:12 main:574] : INFO : Epoch 1744 | loss: 0.031206 | val_loss: 0.031198 | Time: 1298.58 ms [2021-01-26 20:12:13 main:574] : INFO : Epoch 1745 | loss: 0.0311993 | val_loss: 0.0311917 | Time: 1211.97 ms [2021-01-26 20:12:14 main:574] : INFO : Epoch 1746 | loss: 0.0311922 | val_loss: 0.0311865 | Time: 1284.78 ms [2021-01-26 20:12:15 main:574] : INFO : Epoch 1747 | loss: 0.0311856 | val_loss: 0.0311791 | Time: 1387.98 ms [2021-01-26 20:12:17 main:574] : INFO : Epoch 1748 | loss: 0.0311785 | val_loss: 0.0311735 | Time: 1202.32 ms [2021-01-26 20:12:18 main:574] : INFO : Epoch 1749 | loss: 0.0311728 | val_loss: 0.0311687 | Time: 1265.04 ms [2021-01-26 20:12:19 main:574] : INFO : Epoch 1750 | loss: 0.0311676 | val_loss: 0.0311635 | Time: 1378.46 ms [2021-01-26 20:12:21 main:574] : INFO : Epoch 1751 | loss: 0.031161 | val_loss: 0.0311604 | Time: 1211.02 ms [2021-01-26 20:12:22 main:574] : INFO : Epoch 1752 | loss: 0.0311574 | val_loss: 0.031159 | Time: 1266.32 ms [2021-01-26 20:12:23 main:574] : INFO : Epoch 1753 | loss: 0.0311542 | val_loss: 0.0311551 | Time: 1430.78 ms [2021-01-26 20:12:24 main:574] : INFO : Epoch 1754 | loss: 0.0311506 | val_loss: 0.031153 | Time: 1223.72 ms [2021-01-26 20:12:26 main:574] : INFO : Epoch 1755 | loss: 0.0311476 | val_loss: 0.0311488 | Time: 1209.9 ms [2021-01-26 20:12:27 main:574] : INFO : Epoch 1756 | loss: 0.0311445 | val_loss: 0.0311486 | Time: 1437.31 ms [2021-01-26 20:12:28 main:574] : INFO : Epoch 1757 | loss: 0.0311428 | val_loss: 0.031147 | Time: 1223.38 ms [2021-01-26 20:12:30 main:574] : INFO : Epoch 1758 | loss: 0.0311418 | val_loss: 0.0311456 | Time: 1211.46 ms [2021-01-26 20:12:31 main:574] : INFO : Epoch 1759 | loss: 0.0311411 | val_loss: 0.0311448 | Time: 1435.68 ms [2021-01-26 20:12:32 main:574] : INFO : Epoch 1760 | loss: 0.0311398 | val_loss: 0.0311445 | Time: 1233.6 ms [2021-01-26 20:12:33 main:574] : INFO : Epoch 1761 | loss: 0.0311385 | val_loss: 0.0311458 | Time: 1210.64 ms [2021-01-26 20:12:35 main:574] : INFO : Epoch 1762 | loss: 0.0311371 | val_loss: 0.0311444 | Time: 1444.99 ms [2021-01-26 20:12:36 main:574] : INFO : Epoch 1763 | loss: 0.031136 | val_loss: 0.0311443 | Time: 1218.71 ms [2021-01-26 20:12:37 main:574] : INFO : Epoch 1764 | loss: 0.0311348 | val_loss: 0.0311443 | Time: 1228.29 ms [2021-01-26 20:12:39 main:574] : INFO : Epoch 1765 | loss: 0.0311331 | val_loss: 0.0311396 | Time: 1418.5 ms [2021-01-26 20:12:40 main:574] : INFO : Epoch 1766 | loss: 0.0311334 | val_loss: 0.0311388 | Time: 1222.4 ms [2021-01-26 20:12:41 main:574] : INFO : Epoch 1767 | loss: 0.0311322 | val_loss: 0.0311365 | Time: 1237.17 ms [2021-01-26 20:12:43 main:574] : INFO : Epoch 1768 | loss: 0.0311305 | val_loss: 0.0311356 | Time: 1393.61 ms [2021-01-26 20:12:44 main:574] : INFO : Epoch 1769 | loss: 0.031131 | val_loss: 0.0311362 | Time: 1246.24 ms [2021-01-26 20:12:45 main:574] : INFO : Epoch 1770 | loss: 0.0311293 | val_loss: 0.0311346 | Time: 1211.11 ms [2021-01-26 20:12:46 main:574] : INFO : Epoch 1771 | loss: 0.0311307 | val_loss: 0.0311371 | Time: 1361.41 ms [2021-01-26 20:12:48 main:574] : INFO : Epoch 1772 | loss: 0.031133 | val_loss: 0.0311385 | Time: 1335.67 ms [2021-01-26 20:12:49 main:574] : INFO : Epoch 1773 | loss: 0.0311282 | val_loss: 0.0311368 | Time: 1245.01 ms [2021-01-26 20:12:50 main:574] : INFO : Epoch 1774 | loss: 0.0311267 | val_loss: 0.0311353 | Time: 1346.67 ms [2021-01-26 20:12:52 main:574] : INFO : Epoch 1775 | loss: 0.0311242 | val_loss: 0.0311346 | Time: 1327.94 ms [2021-01-26 20:12:53 main:574] : INFO : Epoch 1776 | loss: 0.031126 | val_loss: 0.0311377 | Time: 1218.09 ms [2021-01-26 20:12:54 main:574] : INFO : Epoch 1777 | loss: 0.031125 | val_loss: 0.031135 | Time: 1344.37 ms [2021-01-26 20:12:56 main:574] : INFO : Epoch 1778 | loss: 0.0311243 | val_loss: 0.0311358 | Time: 1333.39 ms [2021-01-26 20:12:57 main:574] : INFO : Epoch 1779 | loss: 0.031124 | val_loss: 0.0311346 | Time: 1230.82 ms [2021-01-26 20:12:58 main:574] : INFO : Epoch 1780 | loss: 0.0311218 | val_loss: 0.0311318 | Time: 1362.6 ms [2021-01-26 20:13:00 main:574] : INFO : Epoch 1781 | loss: 0.0311221 | val_loss: 0.0311338 | Time: 1350.1 ms [2021-01-26 20:13:01 main:574] : INFO : Epoch 1782 | loss: 0.0311213 | val_loss: 0.0311323 | Time: 1220.48 ms [2021-01-26 20:13:02 main:574] : INFO : Epoch 1783 | loss: 0.0311215 | val_loss: 0.0311341 | Time: 1291.98 ms [2021-01-26 20:13:04 main:574] : INFO : Epoch 1784 | loss: 0.0311224 | val_loss: 0.0311354 | Time: 1367.17 ms [2021-01-26 20:13:05 main:574] : INFO : Epoch 1785 | loss: 0.0311219 | val_loss: 0.0311361 | Time: 1216.27 ms [2021-01-26 20:13:06 main:574] : INFO : Epoch 1786 | loss: 0.0311231 | val_loss: 0.0311411 | Time: 1243.53 ms [2021-01-26 20:13:07 main:574] : INFO : Epoch 1787 | loss: 0.0311224 | val_loss: 0.0311345 | Time: 1428.89 ms [2021-01-26 20:13:09 main:574] : INFO : Epoch 1788 | loss: 0.0311196 | val_loss: 0.0311328 | Time: 1217.6 ms [2021-01-26 20:13:10 main:574] : INFO : Epoch 1789 | loss: 0.0311244 | val_loss: 0.0311343 | Time: 1198.29 ms [2021-01-26 20:13:11 main:574] : INFO : Epoch 1790 | loss: 0.0311208 | val_loss: 0.031135 | Time: 1404.6 ms [2021-01-26 20:13:12 main:574] : INFO : Epoch 1791 | loss: 0.0311206 | val_loss: 0.0311344 | Time: 1235.94 ms [2021-01-26 20:13:14 main:574] : INFO : Epoch 1792 | loss: 0.0311184 | val_loss: 0.0311312 | Time: 1224.92 ms [2021-01-26 20:13:15 main:574] : INFO : Epoch 1793 | loss: 0.0311187 | val_loss: 0.0311313 | Time: 1439.3 ms [2021-01-26 20:13:16 main:574] : INFO : Epoch 1794 | loss: 0.0311194 | val_loss: 0.0311308 | Time: 1199.89 ms [2021-01-26 20:13:18 main:574] : INFO : Epoch 1795 | loss: 0.0311172 | val_loss: 0.0311311 | Time: 1216.16 ms [2021-01-26 20:13:19 main:574] : INFO : Epoch 1796 | loss: 0.0311175 | val_loss: 0.0311288 | Time: 1439.62 ms [2021-01-26 20:13:20 main:574] : INFO : Epoch 1797 | loss: 0.0311189 | val_loss: 0.0311327 | Time: 1209.84 ms [2021-01-26 20:13:21 main:574] : INFO : Epoch 1798 | loss: 0.0311196 | val_loss: 0.0311307 | Time: 1220.78 ms [2021-01-26 20:13:23 main:574] : INFO : Epoch 1799 | loss: 0.0311175 | val_loss: 0.0311288 | Time: 1438.21 ms [2021-01-26 20:13:24 main:574] : INFO : Epoch 1800 | loss: 0.0311174 | val_loss: 0.031133 | Time: 1237.26 ms [2021-01-26 20:13:25 main:574] : INFO : Epoch 1801 | loss: 0.0311166 | val_loss: 0.0311419 | Time: 1231.28 ms [2021-01-26 20:13:27 main:574] : INFO : Epoch 1802 | loss: 0.0311168 | val_loss: 0.0311314 | Time: 1362.56 ms [2021-01-26 20:13:28 main:574] : INFO : Epoch 1803 | loss: 0.0311163 | val_loss: 0.0311318 | Time: 1262.84 ms [2021-01-26 20:13:29 main:574] : INFO : Epoch 1804 | loss: 0.0311192 | val_loss: 0.0311351 | Time: 1221.89 ms [2021-01-26 20:13:31 main:574] : INFO : Epoch 1805 | loss: 0.0311159 | val_loss: 0.0311358 | Time: 1368.37 ms [2021-01-26 20:13:32 main:574] : INFO : Epoch 1806 | loss: 0.0311172 | val_loss: 0.0311384 | Time: 1289.8 ms [2021-01-26 20:13:33 main:574] : INFO : Epoch 1807 | loss: 0.0311187 | val_loss: 0.0311419 | Time: 1220.02 ms [2021-01-26 20:13:35 main:574] : INFO : Epoch 1808 | loss: 0.0311184 | val_loss: 0.0311419 | Time: 1363.53 ms [2021-01-26 20:13:36 main:574] : INFO : Epoch 1809 | loss: 0.0311193 | val_loss: 0.0311341 | Time: 1338.37 ms [2021-01-26 20:13:37 main:574] : INFO : Epoch 1810 | loss: 0.0311241 | val_loss: 0.0311339 | Time: 1222.72 ms [2021-01-26 20:13:38 main:574] : INFO : Epoch 1811 | loss: 0.031123 | val_loss: 0.0311336 | Time: 1329.46 ms [2021-01-26 20:13:40 main:574] : INFO : Epoch 1812 | loss: 0.0311206 | val_loss: 0.0311395 | Time: 1338.91 ms [2021-01-26 20:13:41 main:574] : INFO : Epoch 1813 | loss: 0.0311192 | val_loss: 0.0311398 | Time: 1215.54 ms [2021-01-26 20:13:42 main:574] : INFO : Epoch 1814 | loss: 0.0311218 | val_loss: 0.0311315 | Time: 1279.79 ms [2021-01-26 20:13:44 main:574] : INFO : Epoch 1815 | loss: 0.0311189 | val_loss: 0.031132 | Time: 1376.01 ms [2021-01-26 20:13:45 main:574] : INFO : Epoch 1816 | loss: 0.0311196 | val_loss: 0.0311321 | Time: 1220.69 ms [2021-01-26 20:13:46 main:574] : INFO : Epoch 1817 | loss: 0.0311183 | val_loss: 0.0311337 | Time: 1250.99 ms [2021-01-26 20:13:48 main:574] : INFO : Epoch 1818 | loss: 0.0311222 | val_loss: 0.0311296 | Time: 1390.29 ms [2021-01-26 20:13:49 main:574] : INFO : Epoch 1819 | loss: 0.0311303 | val_loss: 0.0311462 | Time: 1210.49 ms [2021-01-26 20:13:50 main:574] : INFO : Epoch 1820 | loss: 0.0311358 | val_loss: 0.0311407 | Time: 1222.08 ms [2021-01-26 20:13:51 main:574] : INFO : Epoch 1821 | loss: 0.0311325 | val_loss: 0.0311362 | Time: 1437.5 ms [2021-01-26 20:13:53 main:574] : INFO : Epoch 1822 | loss: 0.0311301 | val_loss: 0.0311376 | Time: 1228.45 ms [2021-01-26 20:13:54 main:574] : INFO : Epoch 1823 | loss: 0.0311289 | val_loss: 0.0311342 | Time: 1220.22 ms [2021-01-26 20:13:55 main:574] : INFO : Epoch 1824 | loss: 0.0311261 | val_loss: 0.0311337 | Time: 1444.23 ms [2021-01-26 20:13:57 main:574] : INFO : Epoch 1825 | loss: 0.0311246 | val_loss: 0.0311328 | Time: 1218.97 ms [2021-01-26 20:13:58 main:574] : INFO : Epoch 1826 | loss: 0.0311252 | val_loss: 0.0311328 | Time: 1221.81 ms [2021-01-26 20:13:59 main:574] : INFO : Epoch 1827 | loss: 0.0311227 | val_loss: 0.0311328 | Time: 1450.77 ms [2021-01-26 20:14:00 main:574] : INFO : Epoch 1828 | loss: 0.0311209 | val_loss: 0.0311338 | Time: 1210.27 ms [2021-01-26 20:14:02 main:574] : INFO : Epoch 1829 | loss: 0.0311202 | val_loss: 0.0311375 | Time: 1212.46 ms [2021-01-26 20:14:03 main:574] : INFO : Epoch 1830 | loss: 0.0311201 | val_loss: 0.0311383 | Time: 1401.67 ms [2021-01-26 20:14:04 main:574] : INFO : Epoch 1831 | loss: 0.0311199 | val_loss: 0.0311445 | Time: 1252.12 ms [2021-01-26 20:14:06 main:574] : INFO : Epoch 1832 | loss: 0.0311198 | val_loss: 0.0311373 | Time: 1207.25 ms [2021-01-26 20:14:07 main:574] : INFO : Epoch 1833 | loss: 0.0311174 | val_loss: 0.031132 | Time: 1370.09 ms [2021-01-26 20:14:08 main:574] : INFO : Epoch 1834 | loss: 0.0311175 | val_loss: 0.0311342 | Time: 1290.59 ms [2021-01-26 20:14:09 main:574] : INFO : Epoch 1835 | loss: 0.031116 | val_loss: 0.0311331 | Time: 1216.79 ms [2021-01-26 20:14:11 main:574] : INFO : Epoch 1836 | loss: 0.0311164 | val_loss: 0.0311345 | Time: 1333.59 ms [2021-01-26 20:14:12 main:574] : INFO : Epoch 1837 | loss: 0.0311142 | val_loss: 0.031134 | Time: 1298.67 ms [2021-01-26 20:14:13 main:574] : INFO : Epoch 1838 | loss: 0.0311137 | val_loss: 0.0311324 | Time: 1217.05 ms [2021-01-26 20:14:15 main:574] : INFO : Epoch 1839 | loss: 0.0311132 | val_loss: 0.0311374 | Time: 1340.67 ms [2021-01-26 20:14:16 main:574] : INFO : Epoch 1840 | loss: 0.0311137 | val_loss: 0.031137 | Time: 1342.1 ms [2021-01-26 20:14:17 main:574] : INFO : Epoch 1841 | loss: 0.0311196 | val_loss: 0.0311346 | Time: 1219.87 ms [2021-01-26 20:14:18 main:574] : INFO : Epoch 1842 | loss: 0.031117 | val_loss: 0.0311409 | Time: 1284.12 ms [2021-01-26 20:14:20 main:574] : INFO : Epoch 1843 | loss: 0.0311163 | val_loss: 0.0311312 | Time: 1361.8 ms [2021-01-26 20:14:21 main:574] : INFO : Epoch 1844 | loss: 0.0311137 | val_loss: 0.03113 | Time: 1217.58 ms [2021-01-26 20:14:22 main:574] : INFO : Epoch 1845 | loss: 0.0311149 | val_loss: 0.0311301 | Time: 1264.64 ms [2021-01-26 20:14:24 main:574] : INFO : Epoch 1846 | loss: 0.0311211 | val_loss: 0.0311434 | Time: 1397 ms [2021-01-26 20:14:25 main:574] : INFO : Epoch 1847 | loss: 0.0311148 | val_loss: 0.0311313 | Time: 1214.4 ms [2021-01-26 20:14:26 main:574] : INFO : Epoch 1848 | loss: 0.0311143 | val_loss: 0.0311307 | Time: 1247.81 ms [2021-01-26 20:14:28 main:574] : INFO : Epoch 1849 | loss: 0.031113 | val_loss: 0.0311298 | Time: 1436.72 ms [2021-01-26 20:14:29 main:574] : INFO : Epoch 1850 | loss: 0.0311141 | val_loss: 0.0311363 | Time: 1231.48 ms [2021-01-26 20:14:30 main:574] : INFO : Epoch 1851 | loss: 0.0311163 | val_loss: 0.0311367 | Time: 1224.49 ms [2021-01-26 20:14:32 main:574] : INFO : Epoch 1852 | loss: 0.0311114 | val_loss: 0.0311335 | Time: 1436.45 ms [2021-01-26 20:14:33 main:574] : INFO : Epoch 1853 | loss: 0.0311109 | val_loss: 0.0311332 | Time: 1228.65 ms [2021-01-26 20:14:34 main:574] : INFO : Epoch 1854 | loss: 0.0311111 | val_loss: 0.031132 | Time: 1222.99 ms [2021-01-26 20:14:35 main:574] : INFO : Epoch 1855 | loss: 0.0311112 | val_loss: 0.0311328 | Time: 1432.8 ms [2021-01-26 20:14:37 main:574] : INFO : Epoch 1856 | loss: 0.0311109 | val_loss: 0.0311324 | Time: 1214.01 ms [2021-01-26 20:14:38 main:574] : INFO : Epoch 1857 | loss: 0.0311099 | val_loss: 0.0311352 | Time: 1222.87 ms [2021-01-26 20:14:39 main:574] : INFO : Epoch 1858 | loss: 0.0311116 | val_loss: 0.0311286 | Time: 1450.37 ms [2021-01-26 20:14:41 main:574] : INFO : Epoch 1859 | loss: 0.0311136 | val_loss: 0.0311311 | Time: 1218.47 ms [2021-01-26 20:14:42 main:574] : INFO : Epoch 1860 | loss: 0.0311109 | val_loss: 0.0311307 | Time: 1221.24 ms [2021-01-26 20:14:43 main:574] : INFO : Epoch 1861 | loss: 0.03111 | val_loss: 0.0311312 | Time: 1422.7 ms [2021-01-26 20:14:45 main:574] : INFO : Epoch 1862 | loss: 0.0311098 | val_loss: 0.0311316 | Time: 1475.37 ms [2021-01-26 20:14:46 main:574] : INFO : Epoch 1863 | loss: 0.0311083 | val_loss: 0.031132 | Time: 1514.6 ms [2021-01-26 20:14:48 main:574] : INFO : Epoch 1864 | loss: 0.031109 | val_loss: 0.0311322 | Time: 1424.48 ms [2021-01-26 20:14:49 main:574] : INFO : Epoch 1865 | loss: 0.0311071 | val_loss: 0.0311317 | Time: 1200.88 ms [2021-01-26 20:14:50 main:574] : INFO : Epoch 1866 | loss: 0.0311083 | val_loss: 0.0311375 | Time: 1220.86 ms [2021-01-26 20:14:52 main:574] : INFO : Epoch 1867 | loss: 0.0311083 | val_loss: 0.0311344 | Time: 1450.77 ms [2021-01-26 20:14:53 main:574] : INFO : Epoch 1868 | loss: 0.0311085 | val_loss: 0.0311323 | Time: 1217.03 ms [2021-01-26 20:14:54 main:574] : INFO : Epoch 1869 | loss: 0.0311097 | val_loss: 0.031135 | Time: 1222.81 ms [2021-01-26 20:14:55 main:574] : INFO : Epoch 1870 | loss: 0.0311078 | val_loss: 0.0311343 | Time: 1318.57 ms [2021-01-26 20:14:57 main:574] : INFO : Epoch 1871 | loss: 0.0311069 | val_loss: 0.0311363 | Time: 1227.23 ms [2021-01-26 20:14:58 main:574] : INFO : Epoch 1872 | loss: 0.0311101 | val_loss: 0.0311377 | Time: 1211.87 ms [2021-01-26 20:14:59 main:574] : INFO : Epoch 1873 | loss: 0.0311081 | val_loss: 0.0311362 | Time: 1399.48 ms [2021-01-26 20:15:00 main:574] : INFO : Epoch 1874 | loss: 0.0311063 | val_loss: 0.0311353 | Time: 1271.02 ms [2021-01-26 20:15:02 main:574] : INFO : Epoch 1875 | loss: 0.0311055 | val_loss: 0.0311324 | Time: 1211.26 ms [2021-01-26 20:15:03 main:574] : INFO : Epoch 1876 | loss: 0.0311044 | val_loss: 0.0311326 | Time: 1386.15 ms [2021-01-26 20:15:04 main:574] : INFO : Epoch 1877 | loss: 0.0311048 | val_loss: 0.0311316 | Time: 1295.78 ms [2021-01-26 20:15:06 main:574] : INFO : Epoch 1878 | loss: 0.0311054 | val_loss: 0.0311395 | Time: 1216.27 ms [2021-01-26 20:15:07 main:574] : INFO : Epoch 1879 | loss: 0.0311079 | val_loss: 0.0311311 | Time: 1324.82 ms [2021-01-26 20:15:08 main:574] : INFO : Epoch 1880 | loss: 0.0311076 | val_loss: 0.0311316 | Time: 1350.45 ms [2021-01-26 20:15:10 main:574] : INFO : Epoch 1881 | loss: 0.0311066 | val_loss: 0.0311327 | Time: 1221.84 ms [2021-01-26 20:15:11 main:574] : INFO : Epoch 1882 | loss: 0.0311054 | val_loss: 0.0311322 | Time: 1300.53 ms [2021-01-26 20:15:12 main:574] : INFO : Epoch 1883 | loss: 0.0311058 | val_loss: 0.0311329 | Time: 1314.1 ms [2021-01-26 20:15:13 main:574] : INFO : Epoch 1884 | loss: 0.0311054 | val_loss: 0.031133 | Time: 1234.6 ms [2021-01-26 20:15:15 main:574] : INFO : Epoch 1885 | loss: 0.031106 | val_loss: 0.0311447 | Time: 1258.09 ms [2021-01-26 20:15:16 main:574] : INFO : Epoch 1886 | loss: 0.0311052 | val_loss: 0.0311316 | Time: 1395.78 ms [2021-01-26 20:15:17 main:574] : INFO : Epoch 1887 | loss: 0.0311039 | val_loss: 0.0311319 | Time: 1221.72 ms [2021-01-26 20:15:19 main:574] : INFO : Epoch 1888 | loss: 0.0311049 | val_loss: 0.0311301 | Time: 1241.11 ms [2021-01-26 20:15:20 main:574] : INFO : Epoch 1889 | loss: 0.0311061 | val_loss: 0.0311311 | Time: 1421.77 ms [2021-01-26 20:15:21 main:574] : INFO : Epoch 1890 | loss: 0.0311079 | val_loss: 0.031133 | Time: 1210.08 ms [2021-01-26 20:15:22 main:574] : INFO : Epoch 1891 | loss: 0.0311105 | val_loss: 0.0311357 | Time: 1228.39 ms [2021-01-26 20:15:24 main:574] : INFO : Epoch 1892 | loss: 0.0311101 | val_loss: 0.0311322 | Time: 1453.49 ms [2021-01-26 20:15:25 main:574] : INFO : Epoch 1893 | loss: 0.0311104 | val_loss: 0.0311353 | Time: 1212.29 ms [2021-01-26 20:15:26 main:574] : INFO : Epoch 1894 | loss: 0.031109 | val_loss: 0.0311313 | Time: 1217.05 ms [2021-01-26 20:15:28 main:574] : INFO : Epoch 1895 | loss: 0.0311073 | val_loss: 0.0311307 | Time: 1415.06 ms [2021-01-26 20:15:29 main:574] : INFO : Epoch 1896 | loss: 0.0311083 | val_loss: 0.0311324 | Time: 1212.79 ms [2021-01-26 20:15:30 main:574] : INFO : Epoch 1897 | loss: 0.0311093 | val_loss: 0.0311351 | Time: 1211.84 ms [2021-01-26 20:15:32 main:574] : INFO : Epoch 1898 | loss: 0.0311119 | val_loss: 0.0311359 | Time: 1430.73 ms [2021-01-26 20:15:33 main:574] : INFO : Epoch 1899 | loss: 0.0311129 | val_loss: 0.0311301 | Time: 1200.34 ms [2021-01-26 20:15:34 main:574] : INFO : Epoch 1900 | loss: 0.0311094 | val_loss: 0.0311331 | Time: 1201.84 ms [2021-01-26 20:15:35 main:574] : INFO : Epoch 1901 | loss: 0.0311112 | val_loss: 0.0311351 | Time: 1425.89 ms [2021-01-26 20:15:37 main:574] : INFO : Epoch 1902 | loss: 0.0311128 | val_loss: 0.0311324 | Time: 1254.24 ms [2021-01-26 20:15:38 main:574] : INFO : Epoch 1903 | loss: 0.0311112 | val_loss: 0.0311332 | Time: 1209.38 ms [2021-01-26 20:15:39 main:574] : INFO : Epoch 1904 | loss: 0.0311129 | val_loss: 0.0311338 | Time: 1362.54 ms [2021-01-26 20:15:41 main:574] : INFO : Epoch 1905 | loss: 0.0311099 | val_loss: 0.0311326 | Time: 1294.65 ms [2021-01-26 20:15:42 main:574] : INFO : Epoch 1906 | loss: 0.031108 | val_loss: 0.0311335 | Time: 1218.97 ms [2021-01-26 20:15:43 main:574] : INFO : Epoch 1907 | loss: 0.0311057 | val_loss: 0.0311321 | Time: 1307.26 ms [2021-01-26 20:15:45 main:574] : INFO : Epoch 1908 | loss: 0.0311056 | val_loss: 0.0311385 | Time: 1423.19 ms [2021-01-26 20:15:46 main:574] : INFO : Epoch 1909 | loss: 0.0311059 | val_loss: 0.0311323 | Time: 1489.8 ms [2021-01-26 20:15:48 main:574] : INFO : Epoch 1910 | loss: 0.0311055 | val_loss: 0.0311312 | Time: 1548.62 ms [2021-01-26 20:15:49 main:574] : INFO : Epoch 1911 | loss: 0.0311044 | val_loss: 0.0311332 | Time: 1224.63 ms [2021-01-26 20:15:50 main:574] : INFO : Epoch 1912 | loss: 0.0311059 | val_loss: 0.0311325 | Time: 1227.28 ms [2021-01-26 20:15:51 main:574] : INFO : Epoch 1913 | loss: 0.0311045 | val_loss: 0.0311311 | Time: 1429.11 ms [2021-01-26 20:15:53 main:574] : INFO : Epoch 1914 | loss: 0.0311053 | val_loss: 0.0311324 | Time: 1256.22 ms [2021-01-26 20:15:54 main:574] : INFO : Epoch 1915 | loss: 0.0311046 | val_loss: 0.0311354 | Time: 1211.59 ms [2021-01-26 20:15:55 main:574] : INFO : Epoch 1916 | loss: 0.0311046 | val_loss: 0.0311333 | Time: 1321.31 ms [2021-01-26 20:15:57 main:574] : INFO : Epoch 1917 | loss: 0.0311042 | val_loss: 0.0311308 | Time: 1300.61 ms [2021-01-26 20:15:58 main:574] : INFO : Epoch 1918 | loss: 0.0311057 | val_loss: 0.0311279 | Time: 1210.69 ms [2021-01-26 20:15:59 main:574] : INFO : Epoch 1919 | loss: 0.0311053 | val_loss: 0.0311315 | Time: 1316.52 ms [2021-01-26 20:16:00 main:574] : INFO : Epoch 1920 | loss: 0.0311061 | val_loss: 0.0311331 | Time: 1345.86 ms [2021-01-26 20:16:02 main:574] : INFO : Epoch 1921 | loss: 0.0311074 | val_loss: 0.0311301 | Time: 1228.94 ms [2021-01-26 20:16:03 main:574] : INFO : Epoch 1922 | loss: 0.0311049 | val_loss: 0.0311315 | Time: 1318.71 ms [2021-01-26 20:16:04 main:574] : INFO : Epoch 1923 | loss: 0.0311038 | val_loss: 0.0311293 | Time: 1359.35 ms [2021-01-26 20:16:06 main:574] : INFO : Epoch 1924 | loss: 0.0311047 | val_loss: 0.0311265 | Time: 1219 ms [2021-01-26 20:16:07 main:574] : INFO : Epoch 1925 | loss: 0.031104 | val_loss: 0.0311286 | Time: 1260.18 ms [2021-01-26 20:16:08 main:574] : INFO : Epoch 1926 | loss: 0.031108 | val_loss: 0.0311366 | Time: 1405.08 ms [2021-01-26 20:16:09 main:574] : INFO : Epoch 1927 | loss: 0.0311243 | val_loss: 0.0311494 | Time: 1212.2 ms [2021-01-26 20:16:11 main:574] : INFO : Epoch 1928 | loss: 0.0311299 | val_loss: 0.0311396 | Time: 1284.72 ms [2021-01-26 20:16:12 main:574] : INFO : Epoch 1929 | loss: 0.0311244 | val_loss: 0.0311351 | Time: 1417.93 ms [2021-01-26 20:16:13 main:574] : INFO : Epoch 1930 | loss: 0.0311196 | val_loss: 0.0311377 | Time: 1228.73 ms [2021-01-26 20:16:15 main:574] : INFO : Epoch 1931 | loss: 0.0311191 | val_loss: 0.0311356 | Time: 1201.7 ms [2021-01-26 20:16:16 main:574] : INFO : Epoch 1932 | loss: 0.0311157 | val_loss: 0.0311333 | Time: 1398.68 ms [2021-01-26 20:16:17 main:574] : INFO : Epoch 1933 | loss: 0.0311153 | val_loss: 0.0311337 | Time: 1225.53 ms [2021-01-26 20:16:19 main:574] : INFO : Epoch 1934 | loss: 0.0311139 | val_loss: 0.0311331 | Time: 1221.29 ms [2021-01-26 20:16:20 main:574] : INFO : Epoch 1935 | loss: 0.0311139 | val_loss: 0.0311301 | Time: 1441.06 ms [2021-01-26 20:16:21 main:574] : INFO : Epoch 1936 | loss: 0.0311094 | val_loss: 0.0311304 | Time: 1218.21 ms [2021-01-26 20:16:22 main:574] : INFO : Epoch 1937 | loss: 0.0311104 | val_loss: 0.0311318 | Time: 1229.8 ms [2021-01-26 20:16:24 main:574] : INFO : Epoch 1938 | loss: 0.031117 | val_loss: 0.0311623 | Time: 1434.9 ms [2021-01-26 20:16:25 main:574] : INFO : Epoch 1939 | loss: 0.0311178 | val_loss: 0.031133 | Time: 1204.15 ms [2021-01-26 20:16:26 main:574] : INFO : Epoch 1940 | loss: 0.0311124 | val_loss: 0.0311348 | Time: 1225.13 ms [2021-01-26 20:16:28 main:574] : INFO : Epoch 1941 | loss: 0.0311127 | val_loss: 0.0311309 | Time: 1476.26 ms [2021-01-26 20:16:29 main:574] : INFO : Epoch 1942 | loss: 0.0311125 | val_loss: 0.0311331 | Time: 1203.27 ms [2021-01-26 20:16:30 main:574] : INFO : Epoch 1943 | loss: 0.0311097 | val_loss: 0.0311314 | Time: 1207.87 ms [2021-01-26 20:16:32 main:574] : INFO : Epoch 1944 | loss: 0.0311081 | val_loss: 0.0311355 | Time: 1406.68 ms [2021-01-26 20:16:33 main:574] : INFO : Epoch 1945 | loss: 0.0311094 | val_loss: 0.0311321 | Time: 1240.27 ms [2021-01-26 20:16:34 main:574] : INFO : Epoch 1946 | loss: 0.0311089 | val_loss: 0.0311343 | Time: 1228.74 ms [2021-01-26 20:16:35 main:574] : INFO : Epoch 1947 | loss: 0.0311085 | val_loss: 0.0311337 | Time: 1321.94 ms [2021-01-26 20:16:37 main:574] : INFO : Epoch 1948 | loss: 0.0311065 | val_loss: 0.0311316 | Time: 1270.01 ms [2021-01-26 20:16:38 main:574] : INFO : Epoch 1949 | loss: 0.0311056 | val_loss: 0.0311325 | Time: 1203.67 ms [2021-01-26 20:16:39 main:574] : INFO : Epoch 1950 | loss: 0.0311052 | val_loss: 0.031138 | Time: 1353.96 ms [2021-01-26 20:16:41 main:574] : INFO : Epoch 1951 | loss: 0.0311076 | val_loss: 0.0311372 | Time: 1321.47 ms [2021-01-26 20:16:42 main:574] : INFO : Epoch 1952 | loss: 0.0311062 | val_loss: 0.0311362 | Time: 1211.86 ms [2021-01-26 20:16:43 main:574] : INFO : Epoch 1953 | loss: 0.0311046 | val_loss: 0.031132 | Time: 1278.31 ms [2021-01-26 20:16:44 main:574] : INFO : Epoch 1954 | loss: 0.0311063 | val_loss: 0.0311324 | Time: 1379.56 ms [2021-01-26 20:16:46 main:574] : INFO : Epoch 1955 | loss: 0.0311039 | val_loss: 0.0311326 | Time: 1552.43 ms [2021-01-26 20:16:48 main:574] : INFO : Epoch 1956 | loss: 0.0311057 | val_loss: 0.0311319 | Time: 1525.79 ms [2021-01-26 20:16:49 main:574] : INFO : Epoch 1957 | loss: 0.0311049 | val_loss: 0.0311326 | Time: 1333.14 ms [2021-01-26 20:16:50 main:574] : INFO : Epoch 1958 | loss: 0.0311034 | val_loss: 0.0311329 | Time: 1211.5 ms [2021-01-26 20:16:51 main:574] : INFO : Epoch 1959 | loss: 0.0311024 | val_loss: 0.0311321 | Time: 1371.58 ms [2021-01-26 20:16:53 main:574] : INFO : Epoch 1960 | loss: 0.0311051 | val_loss: 0.031134 | Time: 1296.73 ms [2021-01-26 20:16:54 main:574] : INFO : Epoch 1961 | loss: 0.0311055 | val_loss: 0.0311309 | Time: 1215.4 ms [2021-01-26 20:16:55 main:574] : INFO : Epoch 1962 | loss: 0.0311032 | val_loss: 0.0311298 | Time: 1280.57 ms [2021-01-26 20:16:57 main:574] : INFO : Epoch 1963 | loss: 0.0311022 | val_loss: 0.0311299 | Time: 1324.59 ms [2021-01-26 20:16:58 main:574] : INFO : Epoch 1964 | loss: 0.0311041 | val_loss: 0.0311307 | Time: 1226.62 ms [2021-01-26 20:16:59 main:574] : INFO : Epoch 1965 | loss: 0.0311017 | val_loss: 0.0311309 | Time: 1309.45 ms [2021-01-26 20:17:01 main:574] : INFO : Epoch 1966 | loss: 0.0311009 | val_loss: 0.031129 | Time: 1393.46 ms [2021-01-26 20:17:02 main:574] : INFO : Epoch 1967 | loss: 0.0311099 | val_loss: 0.0311338 | Time: 1217.13 ms [2021-01-26 20:17:03 main:574] : INFO : Epoch 1968 | loss: 0.0311144 | val_loss: 0.031128 | Time: 1250.11 ms [2021-01-26 20:17:04 main:574] : INFO : Epoch 1969 | loss: 0.0311095 | val_loss: 0.0311301 | Time: 1386.74 ms [2021-01-26 20:17:06 main:574] : INFO : Epoch 1970 | loss: 0.0311081 | val_loss: 0.0311299 | Time: 1212.83 ms [2021-01-26 20:17:07 main:574] : INFO : Epoch 1971 | loss: 0.0311103 | val_loss: 0.03113 | Time: 1210.79 ms [2021-01-26 20:17:08 main:574] : INFO : Epoch 1972 | loss: 0.0311115 | val_loss: 0.031133 | Time: 1412.07 ms [2021-01-26 20:17:09 main:574] : INFO : Epoch 1973 | loss: 0.0311069 | val_loss: 0.0311329 | Time: 1205.35 ms [2021-01-26 20:17:11 main:574] : INFO : Epoch 1974 | loss: 0.0311064 | val_loss: 0.0311293 | Time: 1232.05 ms [2021-01-26 20:17:12 main:574] : INFO : Epoch 1975 | loss: 0.0311055 | val_loss: 0.0311296 | Time: 1440.76 ms [2021-01-26 20:17:13 main:574] : INFO : Epoch 1976 | loss: 0.0311054 | val_loss: 0.0311315 | Time: 1218.62 ms [2021-01-26 20:17:15 main:574] : INFO : Epoch 1977 | loss: 0.0311142 | val_loss: 0.0311295 | Time: 1225.29 ms [2021-01-26 20:17:16 main:574] : INFO : Epoch 1978 | loss: 0.0311113 | val_loss: 0.0311311 | Time: 1471.02 ms [2021-01-26 20:17:17 main:574] : INFO : Epoch 1979 | loss: 0.0311119 | val_loss: 0.0311355 | Time: 1209.96 ms [2021-01-26 20:17:19 main:574] : INFO : Epoch 1980 | loss: 0.0311107 | val_loss: 0.031127 | Time: 1214.04 ms [2021-01-26 20:17:20 main:574] : INFO : Epoch 1981 | loss: 0.0311078 | val_loss: 0.0311279 | Time: 1481.53 ms [2021-01-26 20:17:21 main:574] : INFO : Epoch 1982 | loss: 0.0311081 | val_loss: 0.0311298 | Time: 1205.55 ms [2021-01-26 20:17:22 main:574] : INFO : Epoch 1983 | loss: 0.0311077 | val_loss: 0.0311259 | Time: 1254.86 ms [2021-01-26 20:17:24 main:574] : INFO : Epoch 1984 | loss: 0.0311064 | val_loss: 0.031129 | Time: 1456.63 ms [2021-01-26 20:17:25 main:574] : INFO : Epoch 1985 | loss: 0.0311059 | val_loss: 0.0311261 | Time: 1261.07 ms [2021-01-26 20:17:26 main:574] : INFO : Epoch 1986 | loss: 0.0311056 | val_loss: 0.0311261 | Time: 1225.86 ms [2021-01-26 20:17:28 main:574] : INFO : Epoch 1987 | loss: 0.031105 | val_loss: 0.0311281 | Time: 1380.18 ms [2021-01-26 20:17:29 main:574] : INFO : Epoch 1988 | loss: 0.031109 | val_loss: 0.0311281 | Time: 1253.95 ms [2021-01-26 20:17:30 main:574] : INFO : Epoch 1989 | loss: 0.0311069 | val_loss: 0.0311326 | Time: 1210.04 ms [2021-01-26 20:17:32 main:574] : INFO : Epoch 1990 | loss: 0.0311077 | val_loss: 0.0311282 | Time: 1346.76 ms [2021-01-26 20:17:33 main:574] : INFO : Epoch 1991 | loss: 0.0311059 | val_loss: 0.0311258 | Time: 1273.35 ms [2021-01-26 20:17:34 main:574] : INFO : Epoch 1992 | loss: 0.0311057 | val_loss: 0.031132 | Time: 1225.94 ms [2021-01-26 20:17:35 main:574] : INFO : Epoch 1993 | loss: 0.0311076 | val_loss: 0.0311277 | Time: 1295.2 ms [2021-01-26 20:17:37 main:574] : INFO : Epoch 1994 | loss: 0.0311082 | val_loss: 0.0311318 | Time: 1315.05 ms [2021-01-26 20:17:38 main:574] : INFO : Epoch 1995 | loss: 0.0311048 | val_loss: 0.0311303 | Time: 1218.12 ms [2021-01-26 20:17:39 main:574] : INFO : Epoch 1996 | loss: 0.0311032 | val_loss: 0.0311329 | Time: 1284.77 ms [2021-01-26 20:17:41 main:574] : INFO : Epoch 1997 | loss: 0.0311067 | val_loss: 0.0311276 | Time: 1376.89 ms [2021-01-26 20:17:42 main:574] : INFO : Epoch 1998 | loss: 0.0311045 | val_loss: 0.0311309 | Time: 1210.2 ms [2021-01-26 20:17:43 main:574] : INFO : Epoch 1999 | loss: 0.031104 | val_loss: 0.0311312 | Time: 1219.76 ms [2021-01-26 20:17:45 main:574] : INFO : Epoch 2000 | loss: 0.0311026 | val_loss: 0.0311333 | Time: 1430.94 ms [2021-01-26 20:17:46 main:574] : INFO : Epoch 2001 | loss: 0.0311029 | val_loss: 0.031128 | Time: 1308.67 ms [2021-01-26 20:17:47 main:574] : INFO : Epoch 2002 | loss: 0.0311043 | val_loss: 0.0311345 | Time: 1488.17 ms [2021-01-26 20:17:49 main:574] : INFO : Epoch 2003 | loss: 0.0311072 | val_loss: 0.0311309 | Time: 1423.88 ms [2021-01-26 20:17:50 main:574] : INFO : Epoch 2004 | loss: 0.031103 | val_loss: 0.0311351 | Time: 1208.79 ms [2021-01-26 20:17:51 main:574] : INFO : Epoch 2005 | loss: 0.0311034 | val_loss: 0.0311386 | Time: 1231.99 ms [2021-01-26 20:17:53 main:574] : INFO : Epoch 2006 | loss: 0.0311032 | val_loss: 0.0311383 | Time: 1394.84 ms [2021-01-26 20:17:54 main:574] : INFO : Epoch 2007 | loss: 0.0311018 | val_loss: 0.0311309 | Time: 1204.5 ms [2021-01-26 20:17:55 main:574] : INFO : Epoch 2008 | loss: 0.0311011 | val_loss: 0.0311313 | Time: 1233.22 ms [2021-01-26 20:17:56 main:574] : INFO : Epoch 2009 | loss: 0.031104 | val_loss: 0.0311349 | Time: 1393.9 ms [2021-01-26 20:17:58 main:574] : INFO : Epoch 2010 | loss: 0.0311011 | val_loss: 0.0311339 | Time: 1206.04 ms [2021-01-26 20:17:59 main:574] : INFO : Epoch 2011 | loss: 0.0311017 | val_loss: 0.0311343 | Time: 1227.57 ms [2021-01-26 20:18:00 main:574] : INFO : Epoch 2012 | loss: 0.0311099 | val_loss: 0.031136 | Time: 1459.53 ms [2021-01-26 20:18:02 main:574] : INFO : Epoch 2013 | loss: 0.0311093 | val_loss: 0.0311307 | Time: 1221.33 ms [2021-01-26 20:18:03 main:574] : INFO : Epoch 2014 | loss: 0.0311101 | val_loss: 0.0311325 | Time: 1214.73 ms [2021-01-26 20:18:04 main:574] : INFO : Epoch 2015 | loss: 0.031106 | val_loss: 0.0311291 | Time: 1384.91 ms [2021-01-26 20:18:05 main:574] : INFO : Epoch 2016 | loss: 0.0311062 | val_loss: 0.0311322 | Time: 1212.87 ms [2021-01-26 20:18:07 main:574] : INFO : Epoch 2017 | loss: 0.0311065 | val_loss: 0.0311244 | Time: 1217.84 ms [2021-01-26 20:18:08 main:574] : INFO : Epoch 2018 | loss: 0.0311065 | val_loss: 0.0311274 | Time: 1372.67 ms [2021-01-26 20:18:09 main:574] : INFO : Epoch 2019 | loss: 0.0311062 | val_loss: 0.0311279 | Time: 1264.42 ms [2021-01-26 20:18:11 main:574] : INFO : Epoch 2020 | loss: 0.0311037 | val_loss: 0.0311224 | Time: 1224.21 ms [2021-01-26 20:18:12 main:574] : INFO : Epoch 2021 | loss: 0.0311028 | val_loss: 0.0311241 | Time: 1387.61 ms [2021-01-26 20:18:13 main:574] : INFO : Epoch 2022 | loss: 0.0311086 | val_loss: 0.0311359 | Time: 1308.2 ms [2021-01-26 20:18:14 main:574] : INFO : Epoch 2023 | loss: 0.0311067 | val_loss: 0.0311307 | Time: 1210.8 ms [2021-01-26 20:18:16 main:574] : INFO : Epoch 2024 | loss: 0.031103 | val_loss: 0.0311315 | Time: 1301.45 ms [2021-01-26 20:18:17 main:574] : INFO : Epoch 2025 | loss: 0.0311014 | val_loss: 0.0311309 | Time: 1317.45 ms [2021-01-26 20:18:18 main:574] : INFO : Epoch 2026 | loss: 0.0311024 | val_loss: 0.0311314 | Time: 1221.68 ms [2021-01-26 20:18:20 main:574] : INFO : Epoch 2027 | loss: 0.0311004 | val_loss: 0.0311337 | Time: 1309.13 ms [2021-01-26 20:18:21 main:574] : INFO : Epoch 2028 | loss: 0.0311008 | val_loss: 0.0311299 | Time: 1383 ms [2021-01-26 20:18:22 main:574] : INFO : Epoch 2029 | loss: 0.0311012 | val_loss: 0.0311286 | Time: 1219.59 ms [2021-01-26 20:18:24 main:574] : INFO : Epoch 2030 | loss: 0.0311022 | val_loss: 0.0311265 | Time: 1303.35 ms [2021-01-26 20:18:25 main:574] : INFO : Epoch 2031 | loss: 0.0311 | val_loss: 0.0311274 | Time: 1359.74 ms [2021-01-26 20:18:26 main:574] : INFO : Epoch 2032 | loss: 0.0311001 | val_loss: 0.0311297 | Time: 1223.6 ms [2021-01-26 20:18:27 main:574] : INFO : Epoch 2033 | loss: 0.0310987 | val_loss: 0.0311311 | Time: 1206.76 ms [2021-01-26 20:18:29 main:574] : INFO : Epoch 2034 | loss: 0.0310987 | val_loss: 0.03113 | Time: 1373.88 ms [2021-01-26 20:18:30 main:574] : INFO : Epoch 2035 | loss: 0.0310983 | val_loss: 0.0311285 | Time: 1219.53 ms [2021-01-26 20:18:31 main:574] : INFO : Epoch 2036 | loss: 0.031098 | val_loss: 0.0311293 | Time: 1223.35 ms [2021-01-26 20:18:33 main:574] : INFO : Epoch 2037 | loss: 0.0310976 | val_loss: 0.0311284 | Time: 1373.44 ms [2021-01-26 20:18:34 main:574] : INFO : Epoch 2038 | loss: 0.0310975 | val_loss: 0.0311268 | Time: 1217.57 ms [2021-01-26 20:18:35 main:574] : INFO : Epoch 2039 | loss: 0.0310972 | val_loss: 0.0311343 | Time: 1221.94 ms [2021-01-26 20:18:36 main:574] : INFO : Epoch 2040 | loss: 0.0311044 | val_loss: 0.0311355 | Time: 1458.53 ms [2021-01-26 20:18:38 main:574] : INFO : Epoch 2041 | loss: 0.0311072 | val_loss: 0.0311338 | Time: 1230.52 ms [2021-01-26 20:18:39 main:574] : INFO : Epoch 2042 | loss: 0.031108 | val_loss: 0.0311327 | Time: 1213.24 ms [2021-01-26 20:18:40 main:574] : INFO : Epoch 2043 | loss: 0.0311146 | val_loss: 0.0311391 | Time: 1369.64 ms [2021-01-26 20:18:41 main:574] : INFO : Epoch 2044 | loss: 0.0311071 | val_loss: 0.0311301 | Time: 1215.72 ms [2021-01-26 20:18:43 main:574] : INFO : Epoch 2045 | loss: 0.0311079 | val_loss: 0.0311378 | Time: 1206.42 ms [2021-01-26 20:18:44 main:574] : INFO : Epoch 2046 | loss: 0.0311059 | val_loss: 0.0311303 | Time: 1457.67 ms [2021-01-26 20:18:45 main:574] : INFO : Epoch 2047 | loss: 0.0311033 | val_loss: 0.0311274 | Time: 1272.5 ms [2021-01-26 20:18:47 main:574] : INFO : Epoch 2048 | loss: 0.0311008 | val_loss: 0.0311271 | Time: 1404.26 ms [2021-01-26 20:18:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311271 [2021-01-26 20:18:47 main:603] : INFO : Saving end state to config to file [2021-01-26 20:18:47 main:608] : INFO : Success, exiting.. 20:18:47 (79320): 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)