Task 8541364
| Name | ParityModified-1634614707-10150-3_0 |
| Workunit | 6037707 |
| Created | 31 Oct 2021, 16:14:20 UTC |
| Sent | 1 Nov 2021, 16:21:34 UTC |
| Report deadline | 8 Nov 2021, 16:21:34 UTC |
| Received | 4 Nov 2021, 21:50:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16174 |
| Run time | 1 hours 51 min 10 sec |
| CPU time | 1 hours 50 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,245.48 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.95 GB |
| Peak swap size | 4.73 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :20 main:574] : INFO : Epoch 1542 | loss: 0.0311141 | val_loss: 0.0311316 | Time: 1208.11 ms [2021-11-04 17:40:22 main:574] : INFO : Epoch 1543 | loss: 0.0311186 | val_loss: 0.0311277 | Time: 1238.16 ms [2021-11-04 17:40:23 main:574] : INFO : Epoch 1544 | loss: 0.0311175 | val_loss: 0.0311284 | Time: 1215.29 ms [2021-11-04 17:40:24 main:574] : INFO : Epoch 1545 | loss: 0.0311139 | val_loss: 0.0311276 | Time: 1193.54 ms [2021-11-04 17:40:25 main:574] : INFO : Epoch 1546 | loss: 0.0311077 | val_loss: 0.031133 | Time: 1158.84 ms [2021-11-04 17:40:27 main:574] : INFO : Epoch 1547 | loss: 0.0311083 | val_loss: 0.0311304 | Time: 1269.42 ms [2021-11-04 17:40:28 main:574] : INFO : Epoch 1548 | loss: 0.0311075 | val_loss: 0.0311228 | Time: 1184.84 ms [2021-11-04 17:40:29 main:574] : INFO : Epoch 1549 | loss: 0.0311026 | val_loss: 0.0311253 | Time: 1292.37 ms [2021-11-04 17:40:30 main:574] : INFO : Epoch 1550 | loss: 0.0311043 | val_loss: 0.0311276 | Time: 1083.45 ms [2021-11-04 17:40:31 main:574] : INFO : Epoch 1551 | loss: 0.0311041 | val_loss: 0.0311299 | Time: 1311.96 ms [2021-11-04 17:40:33 main:574] : INFO : Epoch 1552 | loss: 0.0311127 | val_loss: 0.0311251 | Time: 1233.82 ms [2021-11-04 17:40:34 main:574] : INFO : Epoch 1553 | loss: 0.0311145 | val_loss: 0.0311351 | Time: 1276.87 ms [2021-11-04 17:40:35 main:574] : INFO : Epoch 1554 | loss: 0.0311097 | val_loss: 0.0311267 | Time: 1243.81 ms [2021-11-04 17:40:37 main:574] : INFO : Epoch 1555 | loss: 0.0311058 | val_loss: 0.0311259 | Time: 1305.24 ms [2021-11-04 17:40:38 main:574] : INFO : Epoch 1556 | loss: 0.0311035 | val_loss: 0.0311245 | Time: 1229.5 ms [2021-11-04 17:40:39 main:574] : INFO : Epoch 1557 | loss: 0.0311041 | val_loss: 0.031123 | Time: 1290.07 ms [2021-11-04 17:40:40 main:574] : INFO : Epoch 1558 | loss: 0.0311068 | val_loss: 0.0311251 | Time: 1205.91 ms [2021-11-04 17:40:41 main:574] : INFO : Epoch 1559 | loss: 0.0311076 | val_loss: 0.0311209 | Time: 1227.31 ms [2021-11-04 17:40:43 main:574] : INFO : Epoch 1560 | loss: 0.0311035 | val_loss: 0.031122 | Time: 1206.24 ms [2021-11-04 17:40:44 main:574] : INFO : Epoch 1561 | loss: 0.0311037 | val_loss: 0.0311238 | Time: 1197.97 ms [2021-11-04 17:40:45 main:574] : INFO : Epoch 1562 | loss: 0.0311033 | val_loss: 0.031121 | Time: 1299.48 ms [2021-11-04 17:40:46 main:574] : INFO : Epoch 1563 | loss: 0.0311055 | val_loss: 0.0311243 | Time: 1266.45 ms [2021-11-04 17:40:48 main:574] : INFO : Epoch 1564 | loss: 0.0311083 | val_loss: 0.0311259 | Time: 1195.32 ms [2021-11-04 17:40:49 main:574] : INFO : Epoch 1565 | loss: 0.0311073 | val_loss: 0.0311229 | Time: 1201.97 ms [2021-11-04 17:40:50 main:574] : INFO : Epoch 1566 | loss: 0.031104 | val_loss: 0.031125 | Time: 1175.33 ms [2021-11-04 17:40:51 main:574] : INFO : Epoch 1567 | loss: 0.0311063 | val_loss: 0.0311255 | Time: 1286.89 ms [2021-11-04 17:40:53 main:574] : INFO : Epoch 1568 | loss: 0.0311205 | val_loss: 0.0311439 | Time: 1236.11 ms [2021-11-04 17:40:54 main:574] : INFO : Epoch 1569 | loss: 0.0311217 | val_loss: 0.031131 | Time: 1268.96 ms [2021-11-04 17:40:55 main:574] : INFO : Epoch 1570 | loss: 0.0311217 | val_loss: 0.0311381 | Time: 1207.82 ms [2021-11-04 17:40:56 main:574] : INFO : Epoch 1571 | loss: 0.031125 | val_loss: 0.0311349 | Time: 1242.68 ms [2021-11-04 17:40:58 main:574] : INFO : Epoch 1572 | loss: 0.031122 | val_loss: 0.0311373 | Time: 1261.63 ms [2021-11-04 17:40:59 main:574] : INFO : Epoch 1573 | loss: 0.0311165 | val_loss: 0.031128 | Time: 1290.57 ms [2021-11-04 17:41:00 main:574] : INFO : Epoch 1574 | loss: 0.0311151 | val_loss: 0.031125 | Time: 1187.95 ms [2021-11-04 17:41:01 main:574] : INFO : Epoch 1575 | loss: 0.0311204 | val_loss: 0.0311424 | Time: 1239.82 ms [2021-11-04 17:41:03 main:574] : INFO : Epoch 1576 | loss: 0.0311182 | val_loss: 0.031127 | Time: 1305.36 ms [2021-11-04 17:41:04 main:574] : INFO : Epoch 1577 | loss: 0.0311151 | val_loss: 0.0311286 | Time: 1171.2 ms [2021-11-04 17:41:05 main:574] : INFO : Epoch 1578 | loss: 0.0311166 | val_loss: 0.0311314 | Time: 1201.75 ms [2021-11-04 17:41:06 main:574] : INFO : Epoch 1579 | loss: 0.0311143 | val_loss: 0.0311272 | Time: 1168.98 ms [2021-11-04 17:41:07 main:574] : INFO : Epoch 1580 | loss: 0.0311137 | val_loss: 0.0311325 | Time: 1276.68 ms [2021-11-04 17:41:09 main:574] : INFO : Epoch 1581 | loss: 0.0311109 | val_loss: 0.0311253 | Time: 1274.7 ms [2021-11-04 17:41:10 main:574] : INFO : Epoch 1582 | loss: 0.0311101 | val_loss: 0.0311244 | Time: 1193.9 ms [2021-11-04 17:41:11 main:574] : INFO : Epoch 1583 | loss: 0.0311086 | val_loss: 0.0311221 | Time: 1249.76 ms [2021-11-04 17:41:12 main:574] : INFO : Epoch 1584 | loss: 0.0311087 | val_loss: 0.0311317 | Time: 1235.99 ms [2021-11-04 17:41:14 main:574] : INFO : Epoch 1585 | loss: 0.0311187 | val_loss: 0.0311413 | Time: 1213.91 ms [2021-11-04 17:41:15 main:574] : INFO : Epoch 1586 | loss: 0.0311162 | val_loss: 0.0311265 | Time: 1196.23 ms [2021-11-04 17:41:16 main:574] : INFO : Epoch 1587 | loss: 0.0311115 | val_loss: 0.0311269 | Time: 1239.32 ms [2021-11-04 17:41:17 main:574] : INFO : Epoch 1588 | loss: 0.0311079 | val_loss: 0.0311262 | Time: 1178.4 ms [2021-11-04 17:41:18 main:574] : INFO : Epoch 1589 | loss: 0.0311083 | val_loss: 0.031127 | Time: 1223.53 ms [2021-11-04 17:41:20 main:574] : INFO : Epoch 1590 | loss: 0.031108 | val_loss: 0.0311264 | Time: 1178.38 ms [2021-11-04 17:41:21 main:574] : INFO : Epoch 1591 | loss: 0.0311077 | val_loss: 0.0311275 | Time: 1255.72 ms [2021-11-04 17:41:22 main:574] : INFO : Epoch 1592 | loss: 0.0311125 | val_loss: 0.0311355 | Time: 1232.58 ms [2021-11-04 17:41:23 main:574] : INFO : Epoch 1593 | loss: 0.0311131 | val_loss: 0.0311335 | Time: 1290.93 ms [2021-11-04 17:41:25 main:574] : INFO : Epoch 1594 | loss: 0.0311232 | val_loss: 0.031154 | Time: 1219.53 ms [2021-11-04 17:41:26 main:574] : INFO : Epoch 1595 | loss: 0.0311361 | val_loss: 0.0311425 | Time: 1241.24 ms [2021-11-04 17:41:27 main:574] : INFO : Epoch 1596 | loss: 0.0311305 | val_loss: 0.0311419 | Time: 1182.84 ms [2021-11-04 17:41:28 main:574] : INFO : Epoch 1597 | loss: 0.0311245 | val_loss: 0.0311387 | Time: 1156.3 ms [2021-11-04 17:41:29 main:574] : INFO : Epoch 1598 | loss: 0.0311208 | val_loss: 0.0311356 | Time: 1180.87 ms [2021-11-04 17:41:31 main:574] : INFO : Epoch 1599 | loss: 0.0311199 | val_loss: 0.0311351 | Time: 1264.25 ms [2021-11-04 17:41:32 main:574] : INFO : Epoch 1600 | loss: 0.0311204 | val_loss: 0.031133 | Time: 1199.79 ms [2021-11-04 17:41:33 main:574] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0311317 | Time: 1174.38 ms [2021-11-04 17:41:34 main:574] : INFO : Epoch 1602 | loss: 0.0311149 | val_loss: 0.03113 | Time: 1296.34 ms [2021-11-04 17:41:36 main:574] : INFO : Epoch 1603 | loss: 0.0311167 | val_loss: 0.0311366 | Time: 1200.14 ms [2021-11-04 17:41:37 main:574] : INFO : Epoch 1604 | loss: 0.0311149 | val_loss: 0.0311297 | Time: 1138.51 ms [2021-11-04 17:41:38 main:574] : INFO : Epoch 1605 | loss: 0.0311125 | val_loss: 0.0311329 | Time: 1217.4 ms [2021-11-04 17:41:39 main:574] : INFO : Epoch 1606 | loss: 0.0311112 | val_loss: 0.0311296 | Time: 1253.68 ms [2021-11-04 17:41:40 main:574] : INFO : Epoch 1607 | loss: 0.0311107 | val_loss: 0.0311455 | Time: 1224.29 ms [2021-11-04 17:41:42 main:574] : INFO : Epoch 1608 | loss: 0.0311118 | val_loss: 0.0311284 | Time: 1223.35 ms [2021-11-04 17:41:43 main:574] : INFO : Epoch 1609 | loss: 0.0311125 | val_loss: 0.031133 | Time: 1284.19 ms [2021-11-04 17:41:44 main:574] : INFO : Epoch 1610 | loss: 0.0311101 | val_loss: 0.0311293 | Time: 1211.21 ms [2021-11-04 17:41:45 main:574] : INFO : Epoch 1611 | loss: 0.0311111 | val_loss: 0.0311337 | Time: 1283.02 ms [2021-11-04 17:41:47 main:574] : INFO : Epoch 1612 | loss: 0.0311097 | val_loss: 0.0311363 | Time: 1240.84 ms [2021-11-04 17:41:48 main:574] : INFO : Epoch 1613 | loss: 0.03111 | val_loss: 0.0311284 | Time: 1264.43 ms [2021-11-04 17:41:49 main:574] : INFO : Epoch 1614 | loss: 0.0311074 | val_loss: 0.0311346 | Time: 1236.98 ms [2021-11-04 17:41:50 main:574] : INFO : Epoch 1615 | loss: 0.0311106 | val_loss: 0.0311297 | Time: 1237.16 ms [2021-11-04 17:41:52 main:574] : INFO : Epoch 1616 | loss: 0.03111 | val_loss: 0.031139 | Time: 1201.37 ms [2021-11-04 17:41:53 main:574] : INFO : Epoch 1617 | loss: 0.0311169 | val_loss: 0.0311392 | Time: 1264.65 ms [2021-11-04 17:41:54 main:574] : INFO : Epoch 1618 | loss: 0.0311149 | val_loss: 0.031141 | Time: 1240.15 ms [2021-11-04 17:41:55 main:574] : INFO : Epoch 1619 | loss: 0.0311176 | val_loss: 0.0311279 | Time: 1294.14 ms [2021-11-04 17:41:57 main:574] : INFO : Epoch 1620 | loss: 0.0311198 | val_loss: 0.0311318 | Time: 1206.72 ms [2021-11-04 17:41:58 main:574] : INFO : Epoch 1621 | loss: 0.0311151 | val_loss: 0.0311306 | Time: 1246.27 ms [2021-11-04 17:41:59 main:574] : INFO : Epoch 1622 | loss: 0.0311204 | val_loss: 0.0311295 | Time: 1191.06 ms [2021-11-04 17:42:00 main:574] : INFO : Epoch 1623 | loss: 0.0311197 | val_loss: 0.0311304 | Time: 1170.72 ms [2021-11-04 17:42:02 main:574] : INFO : Epoch 1624 | loss: 0.0311129 | val_loss: 0.0311274 | Time: 1218.89 ms [2021-11-04 17:42:03 main:574] : INFO : Epoch 1625 | loss: 0.0311095 | val_loss: 0.0311289 | Time: 1232.4 ms [2021-11-04 17:42:04 main:574] : INFO : Epoch 1626 | loss: 0.0311079 | val_loss: 0.0311289 | Time: 1247.6 ms [2021-11-04 17:42:05 main:574] : INFO : Epoch 1627 | loss: 0.0311079 | val_loss: 0.0311274 | Time: 1244.54 ms [2021-11-04 17:42:07 main:574] : INFO : Epoch 1628 | loss: 0.0311123 | val_loss: 0.0311279 | Time: 1262.94 ms [2021-11-04 17:42:08 main:574] : INFO : Epoch 1629 | loss: 0.031111 | val_loss: 0.0311247 | Time: 1221.67 ms [2021-11-04 17:42:09 main:574] : INFO : Epoch 1630 | loss: 0.0311113 | val_loss: 0.0311284 | Time: 1251.34 ms [2021-11-04 17:42:10 main:574] : INFO : Epoch 1631 | loss: 0.0311104 | val_loss: 0.0311218 | Time: 1222.77 ms [2021-11-04 17:42:11 main:574] : INFO : Epoch 1632 | loss: 0.0311083 | val_loss: 0.0311215 | Time: 1203.91 ms [2021-11-04 17:42:13 main:574] : INFO : Epoch 1633 | loss: 0.0311241 | val_loss: 0.031195 | Time: 1231.54 ms [2021-11-04 17:42:14 main:574] : INFO : Epoch 1634 | loss: 0.0435285 | val_loss: 0.0345371 | Time: 1265.38 ms [2021-11-04 17:42:15 main:574] : INFO : Epoch 1635 | loss: 0.0377111 | val_loss: 0.0330103 | Time: 1177.43 ms [2021-11-04 17:42:16 main:574] : INFO : Epoch 1636 | loss: 0.0318763 | val_loss: 0.0313573 | Time: 1155.6 ms [2021-11-04 17:42:17 main:574] : INFO : Epoch 1637 | loss: 0.0313304 | val_loss: 0.0312606 | Time: 1210.89 ms [2021-11-04 17:42:19 main:574] : INFO : Epoch 1638 | loss: 0.0312393 | val_loss: 0.0312213 | Time: 1236.77 ms [2021-11-04 17:42:20 main:574] : INFO : Epoch 1639 | loss: 0.0312114 | val_loss: 0.0312033 | Time: 1226.6 ms [2021-11-04 17:42:21 main:574] : INFO : Epoch 1640 | loss: 0.0311961 | val_loss: 0.031187 | Time: 1246.4 ms [2021-11-04 17:42:22 main:574] : INFO : Epoch 1641 | loss: 0.0311875 | val_loss: 0.0311833 | Time: 1186.3 ms [2021-11-04 17:42:24 main:574] : INFO : Epoch 1642 | loss: 0.0311854 | val_loss: 0.0311801 | Time: 1252.18 ms [2021-11-04 17:42:25 main:574] : INFO : Epoch 1643 | loss: 0.0311819 | val_loss: 0.0311786 | Time: 1200.19 ms [2021-11-04 17:42:26 main:574] : INFO : Epoch 1644 | loss: 0.03118 | val_loss: 0.0311768 | Time: 1264.38 ms [2021-11-04 17:42:27 main:574] : INFO : Epoch 1645 | loss: 0.0311784 | val_loss: 0.0311762 | Time: 1251.02 ms [2021-11-04 17:42:29 main:574] : INFO : Epoch 1646 | loss: 0.0311782 | val_loss: 0.0311765 | Time: 1205.44 ms [2021-11-04 17:42:30 main:574] : INFO : Epoch 1647 | loss: 0.0311771 | val_loss: 0.031175 | Time: 1245.14 ms [2021-11-04 17:42:31 main:574] : INFO : Epoch 1648 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 1254.11 ms [2021-11-04 17:42:32 main:574] : INFO : Epoch 1649 | loss: 0.0311762 | val_loss: 0.0311745 | Time: 1182.03 ms [2021-11-04 17:42:33 main:574] : INFO : Epoch 1650 | loss: 0.0311756 | val_loss: 0.0311747 | Time: 1221.52 ms [2021-11-04 17:42:35 main:574] : INFO : Epoch 1651 | loss: 0.0311761 | val_loss: 0.0311742 | Time: 1170.12 ms [2021-11-04 17:42:36 main:574] : INFO : Epoch 1652 | loss: 0.0311768 | val_loss: 0.0311742 | Time: 1229.02 ms [2021-11-04 17:42:37 main:574] : INFO : Epoch 1653 | loss: 0.0311756 | val_loss: 0.0311756 | Time: 1184.44 ms [2021-11-04 17:42:38 main:574] : INFO : Epoch 1654 | loss: 0.0311763 | val_loss: 0.0311756 | Time: 1296.17 ms [2021-11-04 17:42:40 main:574] : INFO : Epoch 1655 | loss: 0.0311756 | val_loss: 0.0311735 | Time: 1233.79 ms [2021-11-04 17:42:41 main:574] : INFO : Epoch 1656 | loss: 0.0311754 | val_loss: 0.031173 | Time: 1217.26 ms [2021-11-04 17:42:42 main:574] : INFO : Epoch 1657 | loss: 0.0311747 | val_loss: 0.0311731 | Time: 1226.51 ms [2021-11-04 17:42:43 main:574] : INFO : Epoch 1658 | loss: 0.0311746 | val_loss: 0.031173 | Time: 1243.8 ms [2021-11-04 17:42:45 main:574] : INFO : Epoch 1659 | loss: 0.0311747 | val_loss: 0.0311742 | Time: 1235.47 ms [2021-11-04 17:42:46 main:574] : INFO : Epoch 1660 | loss: 0.0311765 | val_loss: 0.0311755 | Time: 1278.66 ms [2021-11-04 17:42:47 main:574] : INFO : Epoch 1661 | loss: 0.0311745 | val_loss: 0.0311733 | Time: 1265.64 ms [2021-11-04 17:42:48 main:574] : INFO : Epoch 1662 | loss: 0.0311744 | val_loss: 0.0311733 | Time: 1205.81 ms [2021-11-04 17:42:49 main:574] : INFO : Epoch 1663 | loss: 0.0311747 | val_loss: 0.0311732 | Time: 1190.44 ms [2021-11-04 17:42:51 main:574] : INFO : Epoch 1664 | loss: 0.0311743 | val_loss: 0.0311733 | Time: 1263.27 ms [2021-11-04 17:42:52 main:574] : INFO : Epoch 1665 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 1245.17 ms [2021-11-04 17:42:53 main:574] : INFO : Epoch 1666 | loss: 0.0311741 | val_loss: 0.031172 | Time: 1204.17 ms [2021-11-04 17:42:54 main:574] : INFO : Epoch 1667 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 1219.8 ms [2021-11-04 17:42:56 main:574] : INFO : Epoch 1668 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 1267.12 ms [2021-11-04 17:42:57 main:574] : INFO : Epoch 1669 | loss: 0.0311731 | val_loss: 0.0311727 | Time: 1278.12 ms [2021-11-04 17:42:58 main:574] : INFO : Epoch 1670 | loss: 0.0311732 | val_loss: 0.0311715 | Time: 1155.03 ms [2021-11-04 17:42:59 main:574] : INFO : Epoch 1671 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 1235.2 ms [2021-11-04 17:43:01 main:574] : INFO : Epoch 1672 | loss: 0.0311726 | val_loss: 0.0311719 | Time: 1229.46 ms [2021-11-04 17:43:02 main:574] : INFO : Epoch 1673 | loss: 0.0311729 | val_loss: 0.031171 | Time: 1253.48 ms [2021-11-04 17:43:03 main:574] : INFO : Epoch 1674 | loss: 0.0311725 | val_loss: 0.0311712 | Time: 1216.42 ms [2021-11-04 17:43:04 main:574] : INFO : Epoch 1675 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 1241.73 ms [2021-11-04 17:43:06 main:574] : INFO : Epoch 1676 | loss: 0.0311746 | val_loss: 0.0311704 | Time: 1268.38 ms [2021-11-04 17:43:07 main:574] : INFO : Epoch 1677 | loss: 0.0311743 | val_loss: 0.0311718 | Time: 1188.6 ms [2021-11-04 17:43:08 main:574] : INFO : Epoch 1678 | loss: 0.0311742 | val_loss: 0.0311695 | Time: 1231.64 ms [2021-11-04 17:43:09 main:574] : INFO : Epoch 1679 | loss: 0.0311716 | val_loss: 0.0311702 | Time: 1317.23 ms [2021-11-04 17:43:11 main:574] : INFO : Epoch 1680 | loss: 0.031172 | val_loss: 0.0311696 | Time: 1197.5 ms [2021-11-04 17:43:12 main:574] : INFO : Epoch 1681 | loss: 0.0311718 | val_loss: 0.0311693 | Time: 1261.19 ms [2021-11-04 17:43:13 main:574] : INFO : Epoch 1682 | loss: 0.0311712 | val_loss: 0.0311691 | Time: 1265.9 ms [2021-11-04 17:43:14 main:574] : INFO : Epoch 1683 | loss: 0.031172 | val_loss: 0.031171 | Time: 1285.6 ms [2021-11-04 17:43:16 main:574] : INFO : Epoch 1684 | loss: 0.0311738 | val_loss: 0.0311721 | Time: 1194.22 ms [2021-11-04 17:43:17 main:574] : INFO : Epoch 1685 | loss: 0.0311726 | val_loss: 0.031172 | Time: 1285.64 ms [2021-11-04 17:43:18 main:574] : INFO : Epoch 1686 | loss: 0.0311711 | val_loss: 0.0311692 | Time: 1170.19 ms [2021-11-04 17:43:19 main:574] : INFO : Epoch 1687 | loss: 0.0311708 | val_loss: 0.0311703 | Time: 1237.93 ms [2021-11-04 17:43:21 main:574] : INFO : Epoch 1688 | loss: 0.0311722 | val_loss: 0.0311714 | Time: 1230.72 ms [2021-11-04 17:43:22 main:574] : INFO : Epoch 1689 | loss: 0.0311715 | val_loss: 0.0311728 | Time: 1259.5 ms [2021-11-04 17:43:23 main:574] : INFO : Epoch 1690 | loss: 0.0311709 | val_loss: 0.0311693 | Time: 1250.05 ms [2021-11-04 17:43:24 main:574] : INFO : Epoch 1691 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 1186.76 ms [2021-11-04 17:43:25 main:574] : INFO : Epoch 1692 | loss: 0.0311711 | val_loss: 0.0311738 | Time: 1196.72 ms [2021-11-04 17:43:27 main:574] : INFO : Epoch 1693 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 1189.25 ms [2021-11-04 17:43:28 main:574] : INFO : Epoch 1694 | loss: 0.031174 | val_loss: 0.0311703 | Time: 1271.92 ms [2021-11-04 17:43:29 main:574] : INFO : Epoch 1695 | loss: 0.0311706 | val_loss: 0.0311739 | Time: 1266.82 ms [2021-11-04 17:43:30 main:574] : INFO : Epoch 1696 | loss: 0.0311711 | val_loss: 0.03117 | Time: 1255.42 ms [2021-11-04 17:43:32 main:574] : INFO : Epoch 1697 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 1219.86 ms [2021-11-04 17:43:33 main:574] : INFO : Epoch 1698 | loss: 0.0311703 | val_loss: 0.0311689 | Time: 1161.21 ms [2021-11-04 17:43:34 main:574] : INFO : Epoch 1699 | loss: 0.0311712 | val_loss: 0.0311744 | Time: 1197.58 ms [2021-11-04 17:43:35 main:574] : INFO : Epoch 1700 | loss: 0.0311717 | val_loss: 0.0311697 | Time: 1240.67 ms [2021-11-04 17:43:37 main:574] : INFO : Epoch 1701 | loss: 0.0311735 | val_loss: 0.0311739 | Time: 1273.76 ms [2021-11-04 17:43:38 main:574] : INFO : Epoch 1702 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 1250.44 ms [2021-11-04 17:43:39 main:574] : INFO : Epoch 1703 | loss: 0.0311721 | val_loss: 0.0311697 | Time: 1217.63 ms [2021-11-04 17:43:40 main:574] : INFO : Epoch 1704 | loss: 0.0311702 | val_loss: 0.0311692 | Time: 1211.12 ms [2021-11-04 17:43:41 main:574] : INFO : Epoch 1705 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 1213.74 ms [2021-11-04 17:43:43 main:574] : INFO : Epoch 1706 | loss: 0.0311723 | val_loss: 0.0311691 | Time: 1254.3 ms [2021-11-04 17:43:44 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311703 | Time: 1147.13 ms [2021-11-04 17:43:45 main:574] : INFO : Epoch 1708 | loss: 0.0311703 | val_loss: 0.0311693 | Time: 1290.5 ms [2021-11-04 17:43:46 main:574] : INFO : Epoch 1709 | loss: 0.0311721 | val_loss: 0.0311698 | Time: 1255.56 ms [2021-11-04 17:43:48 main:574] : INFO : Epoch 1710 | loss: 0.031171 | val_loss: 0.0311708 | Time: 1264.74 ms [2021-11-04 17:43:49 main:574] : INFO : Epoch 1711 | loss: 0.031173 | val_loss: 0.03117 | Time: 1268.53 ms [2021-11-04 17:43:50 main:574] : INFO : Epoch 1712 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 1200.79 ms [2021-11-04 17:43:51 main:574] : INFO : Epoch 1713 | loss: 0.0311718 | val_loss: 0.03117 | Time: 1273.67 ms [2021-11-04 17:43:53 main:574] : INFO : Epoch 1714 | loss: 0.0311717 | val_loss: 0.0311702 | Time: 1270.56 ms [2021-11-04 17:43:54 main:574] : INFO : Epoch 1715 | loss: 0.0311709 | val_loss: 0.0311697 | Time: 1167.69 ms [2021-11-04 17:43:55 main:574] : INFO : Epoch 1716 | loss: 0.0311701 | val_loss: 0.0311707 | Time: 1190.51 ms [2021-11-04 17:43:56 main:574] : INFO : Epoch 1717 | loss: 0.0311712 | val_loss: 0.0311693 | Time: 1206.04 ms [2021-11-04 17:43:58 main:574] : INFO : Epoch 1718 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 1254.09 ms [2021-11-04 17:43:59 main:574] : INFO : Epoch 1719 | loss: 0.0311707 | val_loss: 0.0311688 | Time: 1184.31 ms [2021-11-04 17:44:00 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311691 | Time: 1162.7 ms [2021-11-04 17:44:01 main:574] : INFO : Epoch 1721 | loss: 0.0311696 | val_loss: 0.0311685 | Time: 1227.37 ms [2021-11-04 17:44:02 main:574] : INFO : Epoch 1722 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 1219.43 ms [2021-11-04 17:44:04 main:574] : INFO : Epoch 1723 | loss: 0.0311719 | val_loss: 0.031178 | Time: 1247.4 ms [2021-11-04 17:44:05 main:574] : INFO : Epoch 1724 | loss: 0.0311712 | val_loss: 0.0311693 | Time: 1241.46 ms [2021-11-04 17:44:06 main:574] : INFO : Epoch 1725 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 1247.79 ms [2021-11-04 17:44:07 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 1253.39 ms [2021-11-04 17:44:09 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311704 | Time: 1275.42 ms [2021-11-04 17:44:10 main:574] : INFO : Epoch 1728 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 1235.07 ms [2021-11-04 17:44:11 main:574] : INFO : Epoch 1729 | loss: 0.0311691 | val_loss: 0.0311686 | Time: 1202.57 ms [2021-11-04 17:44:12 main:574] : INFO : Epoch 1730 | loss: 0.0311699 | val_loss: 0.0311714 | Time: 1275.39 ms [2021-11-04 17:44:14 main:574] : INFO : Epoch 1731 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 1193.59 ms [2021-11-04 17:44:15 main:574] : INFO : Epoch 1732 | loss: 0.0311701 | val_loss: 0.0311694 | Time: 1189.83 ms [2021-11-04 17:44:16 main:574] : INFO : Epoch 1733 | loss: 0.0311727 | val_loss: 0.03118 | Time: 1277.79 ms [2021-11-04 17:44:17 main:574] : INFO : Epoch 1734 | loss: 0.0311718 | val_loss: 0.0311722 | Time: 1216.13 ms [2021-11-04 17:44:18 main:574] : INFO : Epoch 1735 | loss: 0.0311702 | val_loss: 0.0311685 | Time: 1260.56 ms [2021-11-04 17:44:20 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 1203.96 ms [2021-11-04 17:44:21 main:574] : INFO : Epoch 1737 | loss: 0.0311705 | val_loss: 0.0311684 | Time: 1257.56 ms [2021-11-04 17:44:22 main:574] : INFO : Epoch 1738 | loss: 0.031174 | val_loss: 0.0311691 | Time: 1256.22 ms [2021-11-04 17:44:23 main:574] : INFO : Epoch 1739 | loss: 0.0311727 | val_loss: 0.0311682 | Time: 1187.99 ms [2021-11-04 17:44:25 main:574] : INFO : Epoch 1740 | loss: 0.0311689 | val_loss: 0.031168 | Time: 1191.88 ms [2021-11-04 17:44:26 main:574] : INFO : Epoch 1741 | loss: 0.0311706 | val_loss: 0.0311696 | Time: 1204.81 ms [2021-11-04 17:44:27 main:574] : INFO : Epoch 1742 | loss: 0.0311699 | val_loss: 0.0311687 | Time: 1231.9 ms [2021-11-04 17:44:28 main:574] : INFO : Epoch 1743 | loss: 0.0311697 | val_loss: 0.0311681 | Time: 1252.33 ms [2021-11-04 17:44:30 main:574] : INFO : Epoch 1744 | loss: 0.0311686 | val_loss: 0.0311693 | Time: 1276.66 ms [2021-11-04 17:44:31 main:574] : INFO : Epoch 1745 | loss: 0.0311714 | val_loss: 0.0311741 | Time: 1220.15 ms [2021-11-04 17:44:32 main:574] : INFO : Epoch 1746 | loss: 0.031175 | val_loss: 0.031168 | Time: 1225.22 ms [2021-11-04 17:44:33 main:574] : INFO : Epoch 1747 | loss: 0.0311718 | val_loss: 0.0311694 | Time: 1252.85 ms [2021-11-04 17:44:35 main:574] : INFO : Epoch 1748 | loss: 0.0311717 | val_loss: 0.0311691 | Time: 1264.41 ms [2021-11-04 17:44:36 main:574] : INFO : Epoch 1749 | loss: 0.0311734 | val_loss: 0.0311745 | Time: 1262.08 ms [2021-11-04 17:44:37 main:574] : INFO : Epoch 1750 | loss: 0.0311802 | val_loss: 0.0311994 | Time: 1203.32 ms [2021-11-04 17:44:38 main:574] : INFO : Epoch 1751 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 1240.9 ms [2021-11-04 17:44:40 main:574] : INFO : Epoch 1752 | loss: 0.0311727 | val_loss: 0.0311702 | Time: 1272.38 ms [2021-11-04 17:44:41 main:574] : INFO : Epoch 1753 | loss: 0.03117 | val_loss: 0.0311692 | Time: 1251.65 ms [2021-11-04 17:44:42 main:574] : INFO : Epoch 1754 | loss: 0.031171 | val_loss: 0.0311685 | Time: 1225.79 ms [2021-11-04 17:44:43 main:574] : INFO : Epoch 1755 | loss: 0.0311709 | val_loss: 0.0311696 | Time: 1193.9 ms [2021-11-04 17:44:44 main:574] : INFO : Epoch 1756 | loss: 0.031169 | val_loss: 0.031173 | Time: 1209.45 ms [2021-11-04 17:44:46 main:574] : INFO : Epoch 1757 | loss: 0.0311723 | val_loss: 0.031183 | Time: 1144.78 ms [2021-11-04 17:44:47 main:574] : INFO : Epoch 1758 | loss: 0.0311723 | val_loss: 0.0311718 | Time: 1332.41 ms [2021-11-04 17:44:48 main:574] : INFO : Epoch 1759 | loss: 0.0311721 | val_loss: 0.031176 | Time: 1269.91 ms [2021-11-04 17:44:49 main:574] : INFO : Epoch 1760 | loss: 0.0311703 | val_loss: 0.0311699 | Time: 1182.07 ms [2021-11-04 17:44:51 main:574] : INFO : Epoch 1761 | loss: 0.0311692 | val_loss: 0.0311688 | Time: 1229.52 ms [2021-11-04 17:44:52 main:574] : INFO : Epoch 1762 | loss: 0.031171 | val_loss: 0.031169 | Time: 1196.33 ms [2021-11-04 17:44:53 main:574] : INFO : Epoch 1763 | loss: 0.031174 | val_loss: 0.0311719 | Time: 1215.83 ms [2021-11-04 17:44:54 main:574] : INFO : Epoch 1764 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 1268.83 ms [2021-11-04 17:44:55 main:574] : INFO : Epoch 1765 | loss: 0.0311707 | val_loss: 0.031168 | Time: 1212.29 ms [2021-11-04 17:44:57 main:574] : INFO : Epoch 1766 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 1270.17 ms [2021-11-04 17:44:58 main:574] : INFO : Epoch 1767 | loss: 0.0311721 | val_loss: 0.0311695 | Time: 1169.99 ms [2021-11-04 17:44:59 main:574] : INFO : Epoch 1768 | loss: 0.03117 | val_loss: 0.031171 | Time: 1228.56 ms [2021-11-04 17:45:00 main:574] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 1320.89 ms [2021-11-04 17:45:02 main:574] : INFO : Epoch 1770 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 1235.11 ms [2021-11-04 17:45:03 main:574] : INFO : Epoch 1771 | loss: 0.0311729 | val_loss: 0.0311727 | Time: 1291.81 ms [2021-11-04 17:45:04 main:574] : INFO : Epoch 1772 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 1222.59 ms [2021-11-04 17:45:05 main:574] : INFO : Epoch 1773 | loss: 0.0311715 | val_loss: 0.0311833 | Time: 1217.01 ms [2021-11-04 17:45:07 main:574] : INFO : Epoch 1774 | loss: 0.0311729 | val_loss: 0.0311895 | Time: 1261.45 ms [2021-11-04 17:45:08 main:574] : INFO : Epoch 1775 | loss: 0.0311756 | val_loss: 0.0311819 | Time: 1120.91 ms [2021-11-04 17:45:09 main:574] : INFO : Epoch 1776 | loss: 0.031172 | val_loss: 0.0311834 | Time: 1178.33 ms [2021-11-04 17:45:10 main:574] : INFO : Epoch 1777 | loss: 0.0311725 | val_loss: 0.0311693 | Time: 1184.73 ms [2021-11-04 17:45:11 main:574] : INFO : Epoch 1778 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 1224.05 ms [2021-11-04 17:45:13 main:574] : INFO : Epoch 1779 | loss: 0.0311706 | val_loss: 0.0311724 | Time: 1279.27 ms [2021-11-04 17:45:14 main:574] : INFO : Epoch 1780 | loss: 0.0311722 | val_loss: 0.0311702 | Time: 1226.75 ms [2021-11-04 17:45:15 main:574] : INFO : Epoch 1781 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 1183.14 ms [2021-11-04 17:45:16 main:574] : INFO : Epoch 1782 | loss: 0.0311742 | val_loss: 0.0311693 | Time: 1192.49 ms [2021-11-04 17:45:18 main:574] : INFO : Epoch 1783 | loss: 0.031169 | val_loss: 0.031171 | Time: 1232.07 ms [2021-11-04 17:45:19 main:574] : INFO : Epoch 1784 | loss: 0.0311693 | val_loss: 0.0311687 | Time: 1227.75 ms [2021-11-04 17:45:20 main:574] : INFO : Epoch 1785 | loss: 0.0311727 | val_loss: 0.0311746 | Time: 1233.43 ms [2021-11-04 17:45:21 main:574] : INFO : Epoch 1786 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1157.15 ms [2021-11-04 17:45:23 main:574] : INFO : Epoch 1787 | loss: 0.0311736 | val_loss: 0.0311708 | Time: 1301.75 ms [2021-11-04 17:45:24 main:574] : INFO : Epoch 1788 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 1262.27 ms [2021-11-04 17:45:25 main:574] : INFO : Epoch 1789 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 1232.24 ms [2021-11-04 17:45:26 main:574] : INFO : Epoch 1790 | loss: 0.0311721 | val_loss: 0.0311691 | Time: 1287.68 ms [2021-11-04 17:45:27 main:574] : INFO : Epoch 1791 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 1198.09 ms [2021-11-04 17:45:29 main:574] : INFO : Epoch 1792 | loss: 0.0311719 | val_loss: 0.0311702 | Time: 1172.3 ms [2021-11-04 17:45:30 main:574] : INFO : Epoch 1793 | loss: 0.0311715 | val_loss: 0.0311747 | Time: 1276.96 ms [2021-11-04 17:45:31 main:574] : INFO : Epoch 1794 | loss: 0.0311721 | val_loss: 0.0311726 | Time: 1267.11 ms [2021-11-04 17:45:32 main:574] : INFO : Epoch 1795 | loss: 0.0311706 | val_loss: 0.0311698 | Time: 1232.69 ms [2021-11-04 17:45:34 main:574] : INFO : Epoch 1796 | loss: 0.0311746 | val_loss: 0.0311761 | Time: 1299.12 ms [2021-11-04 17:45:35 main:574] : INFO : Epoch 1797 | loss: 0.0311727 | val_loss: 0.0311691 | Time: 1236.48 ms [2021-11-04 17:45:36 main:574] : INFO : Epoch 1798 | loss: 0.0311697 | val_loss: 0.0311688 | Time: 1197.45 ms [2021-11-04 17:45:37 main:574] : INFO : Epoch 1799 | loss: 0.0311701 | val_loss: 0.031178 | Time: 1225.81 ms [2021-11-04 17:45:39 main:574] : INFO : Epoch 1800 | loss: 0.0311726 | val_loss: 0.0311699 | Time: 1233.47 ms [2021-11-04 17:45:40 main:574] : INFO : Epoch 1801 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 1199.94 ms [2021-11-04 17:45:41 main:574] : INFO : Epoch 1802 | loss: 0.0311723 | val_loss: 0.0311701 | Time: 1171.19 ms [2021-11-04 17:45:42 main:574] : INFO : Epoch 1803 | loss: 0.031177 | val_loss: 0.0311778 | Time: 1265.42 ms [2021-11-04 17:45:44 main:574] : INFO : Epoch 1804 | loss: 0.0311731 | val_loss: 0.0311742 | Time: 1234.63 ms [2021-11-04 17:45:45 main:574] : INFO : Epoch 1805 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 1250.21 ms [2021-11-04 17:45:46 main:574] : INFO : Epoch 1806 | loss: 0.0311709 | val_loss: 0.031172 | Time: 1215.59 ms [2021-11-04 17:45:47 main:574] : INFO : Epoch 1807 | loss: 0.0311708 | val_loss: 0.0311702 | Time: 1180.15 ms [2021-11-04 17:45:48 main:574] : INFO : Epoch 1808 | loss: 0.0311713 | val_loss: 0.0311709 | Time: 1258.23 ms [2021-11-04 17:45:50 main:574] : INFO : Epoch 1809 | loss: 0.0311707 | val_loss: 0.0311691 | Time: 1179.7 ms [2021-11-04 17:45:51 main:574] : INFO : Epoch 1810 | loss: 0.0311732 | val_loss: 0.0311702 | Time: 1285.87 ms [2021-11-04 17:45:52 main:574] : INFO : Epoch 1811 | loss: 0.031172 | val_loss: 0.0311698 | Time: 1222.67 ms [2021-11-04 17:45:53 main:574] : INFO : Epoch 1812 | loss: 0.0311748 | val_loss: 0.0311702 | Time: 1177.56 ms [2021-11-04 17:45:55 main:574] : INFO : Epoch 1813 | loss: 0.0311726 | val_loss: 0.0311693 | Time: 1250.25 ms [2021-11-04 17:45:56 main:574] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311744 | Time: 1167.06 ms [2021-11-04 17:45:57 main:574] : INFO : Epoch 1815 | loss: 0.0311696 | val_loss: 0.0311699 | Time: 1236.45 ms [2021-11-04 17:45:58 main:574] : INFO : Epoch 1816 | loss: 0.03117 | val_loss: 0.0311698 | Time: 1251.34 ms [2021-11-04 17:45:59 main:574] : INFO : Epoch 1817 | loss: 0.031173 | val_loss: 0.0311772 | Time: 1195.76 ms [2021-11-04 17:46:01 main:574] : INFO : Epoch 1818 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 1199.28 ms [2021-11-04 17:46:02 main:574] : INFO : Epoch 1819 | loss: 0.0311709 | val_loss: 0.0311694 | Time: 1223.84 ms [2021-11-04 17:46:03 main:574] : INFO : Epoch 1820 | loss: 0.0311695 | val_loss: 0.0311687 | Time: 1212.67 ms [2021-11-04 17:46:04 main:574] : INFO : Epoch 1821 | loss: 0.0311706 | val_loss: 0.0311688 | Time: 1193.06 ms [2021-11-04 17:46:06 main:574] : INFO : Epoch 1822 | loss: 0.0311693 | val_loss: 0.0311692 | Time: 1223.51 ms [2021-11-04 17:46:07 main:574] : INFO : Epoch 1823 | loss: 0.0311724 | val_loss: 0.0311698 | Time: 1251.85 ms [2021-11-04 17:46:08 main:574] : INFO : Epoch 1824 | loss: 0.0311709 | val_loss: 0.0311699 | Time: 1190.93 ms [2021-11-04 17:46:09 main:574] : INFO : Epoch 1825 | loss: 0.0311704 | val_loss: 0.0311709 | Time: 1221.68 ms [2021-11-04 17:46:10 main:574] : INFO : Epoch 1826 | loss: 0.0311709 | val_loss: 0.0311709 | Time: 1249.03 ms [2021-11-04 17:46:12 main:574] : INFO : Epoch 1827 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 1217.6 ms [2021-11-04 17:46:13 main:574] : INFO : Epoch 1828 | loss: 0.0311713 | val_loss: 0.0311713 | Time: 1224.08 ms [2021-11-04 17:46:14 main:574] : INFO : Epoch 1829 | loss: 0.0311695 | val_loss: 0.0311694 | Time: 1166.18 ms [2021-11-04 17:46:15 main:574] : INFO : Epoch 1830 | loss: 0.0311705 | val_loss: 0.0311695 | Time: 1248.02 ms [2021-11-04 17:46:17 main:574] : INFO : Epoch 1831 | loss: 0.0311695 | val_loss: 0.0311719 | Time: 1265.34 ms [2021-11-04 17:46:18 main:574] : INFO : Epoch 1832 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 1259.63 ms [2021-11-04 17:46:19 main:574] : INFO : Epoch 1833 | loss: 0.0311729 | val_loss: 0.0311737 | Time: 1257.08 ms [2021-11-04 17:46:20 main:574] : INFO : Epoch 1834 | loss: 0.0311747 | val_loss: 0.0311699 | Time: 1215.92 ms [2021-11-04 17:46:22 main:574] : INFO : Epoch 1835 | loss: 0.0311698 | val_loss: 0.0311705 | Time: 1201.85 ms [2021-11-04 17:46:23 main:574] : INFO : Epoch 1836 | loss: 0.0311707 | val_loss: 0.0311703 | Time: 1271.78 ms [2021-11-04 17:46:24 main:574] : INFO : Epoch 1837 | loss: 0.0311715 | val_loss: 0.0311768 | Time: 1238.15 ms [2021-11-04 17:46:25 main:574] : INFO : Epoch 1838 | loss: 0.0311723 | val_loss: 0.0311733 | Time: 1247.22 ms [2021-11-04 17:46:27 main:574] : INFO : Epoch 1839 | loss: 0.0311704 | val_loss: 0.0311697 | Time: 1229.77 ms [2021-11-04 17:46:28 main:574] : INFO : Epoch 1840 | loss: 0.0311698 | val_loss: 0.0311695 | Time: 1239.87 ms [2021-11-04 17:46:29 main:574] : INFO : Epoch 1841 | loss: 0.031169 | val_loss: 0.0311779 | Time: 1297.14 ms [2021-11-04 17:46:30 main:574] : INFO : Epoch 1842 | loss: 0.0311714 | val_loss: 0.0311707 | Time: 1305.71 ms [2021-11-04 17:46:32 main:574] : INFO : Epoch 1843 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 1245.64 ms [2021-11-04 17:46:33 main:574] : INFO : Epoch 1844 | loss: 0.0311727 | val_loss: 0.031177 | Time: 1270.38 ms [2021-11-04 17:46:34 main:574] : INFO : Epoch 1845 | loss: 0.0311698 | val_loss: 0.03117 | Time: 1266.34 ms [2021-11-04 17:46:35 main:574] : INFO : Epoch 1846 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 1239 ms [2021-11-04 17:46:37 main:574] : INFO : Epoch 1847 | loss: 0.0311691 | val_loss: 0.0311705 | Time: 1216.49 ms [2021-11-04 17:46:38 main:574] : INFO : Epoch 1848 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 1264 ms [2021-11-04 17:46:39 main:574] : INFO : Epoch 1849 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1256.41 ms [2021-11-04 17:46:40 main:574] : INFO : Epoch 1850 | loss: 0.031169 | val_loss: 0.0311732 | Time: 1211.76 ms [2021-11-04 17:46:42 main:574] : INFO : Epoch 1851 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 1235.02 ms [2021-11-04 17:46:43 main:574] : INFO : Epoch 1852 | loss: 0.0311838 | val_loss: 0.0311723 | Time: 1208.05 ms [2021-11-04 17:46:44 main:574] : INFO : Epoch 1853 | loss: 0.0311731 | val_loss: 0.0311716 | Time: 1233.02 ms [2021-11-04 17:46:45 main:574] : INFO : Epoch 1854 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 1231.33 ms [2021-11-04 17:46:47 main:574] : INFO : Epoch 1855 | loss: 0.0311693 | val_loss: 0.0311708 | Time: 1245.43 ms [2021-11-04 17:46:48 main:574] : INFO : Epoch 1856 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 1210.86 ms [2021-11-04 17:46:49 main:574] : INFO : Epoch 1857 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 1227.62 ms [2021-11-04 17:46:50 main:574] : INFO : Epoch 1858 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 1210.2 ms [2021-11-04 17:46:51 main:574] : INFO : Epoch 1859 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 1255.53 ms [2021-11-04 17:46:53 main:574] : INFO : Epoch 1860 | loss: 0.0311685 | val_loss: 0.0311686 | Time: 1255.79 ms [2021-11-04 17:46:54 main:574] : INFO : Epoch 1861 | loss: 0.0311684 | val_loss: 0.0311702 | Time: 1278.17 ms [2021-11-04 17:46:55 main:574] : INFO : Epoch 1862 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 1183.47 ms [2021-11-04 17:46:56 main:574] : INFO : Epoch 1863 | loss: 0.0311777 | val_loss: 0.031175 | Time: 1203.47 ms [2021-11-04 17:46:58 main:574] : INFO : Epoch 1864 | loss: 0.0311695 | val_loss: 0.0311728 | Time: 1229.16 ms [2021-11-04 17:46:59 main:574] : INFO : Epoch 1865 | loss: 0.0311708 | val_loss: 0.0311722 | Time: 1292.46 ms [2021-11-04 17:47:00 main:574] : INFO : Epoch 1866 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1248.78 ms [2021-11-04 17:47:01 main:574] : INFO : Epoch 1867 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 1233.67 ms [2021-11-04 17:47:03 main:574] : INFO : Epoch 1868 | loss: 0.0311716 | val_loss: 0.0311837 | Time: 1184.3 ms [2021-11-04 17:47:04 main:574] : INFO : Epoch 1869 | loss: 0.0311726 | val_loss: 0.0311755 | Time: 1335.49 ms [2021-11-04 17:47:05 main:574] : INFO : Epoch 1870 | loss: 0.0311704 | val_loss: 0.0311683 | Time: 1257.95 ms [2021-11-04 17:47:06 main:574] : INFO : Epoch 1871 | loss: 0.0311692 | val_loss: 0.0311755 | Time: 1222.24 ms [2021-11-04 17:47:08 main:574] : INFO : Epoch 1872 | loss: 0.0311684 | val_loss: 0.031168 | Time: 1177.33 ms [2021-11-04 17:47:09 main:574] : INFO : Epoch 1873 | loss: 0.0311673 | val_loss: 0.0311684 | Time: 1213.92 ms [2021-11-04 17:47:10 main:574] : INFO : Epoch 1874 | loss: 0.0311735 | val_loss: 0.0311691 | Time: 1229.15 ms [2021-11-04 17:47:11 main:574] : INFO : Epoch 1875 | loss: 0.0311671 | val_loss: 0.0311688 | Time: 1250.05 ms [2021-11-04 17:47:13 main:574] : INFO : Epoch 1876 | loss: 0.031168 | val_loss: 0.0311685 | Time: 1246.91 ms [2021-11-04 17:47:14 main:574] : INFO : Epoch 1877 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 1279.27 ms [2021-11-04 17:47:15 main:574] : INFO : Epoch 1878 | loss: 0.0311698 | val_loss: 0.0311709 | Time: 1210.36 ms [2021-11-04 17:47:16 main:574] : INFO : Epoch 1879 | loss: 0.031168 | val_loss: 0.0311695 | Time: 1180.18 ms [2021-11-04 17:47:17 main:574] : INFO : Epoch 1880 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 1177.88 ms [2021-11-04 17:47:19 main:574] : INFO : Epoch 1881 | loss: 0.03117 | val_loss: 0.0311749 | Time: 1155.99 ms [2021-11-04 17:47:20 main:574] : INFO : Epoch 1882 | loss: 0.0311695 | val_loss: 0.0311715 | Time: 1203.19 ms [2021-11-04 17:47:21 main:574] : INFO : Epoch 1883 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 1267.26 ms [2021-11-04 17:47:22 main:574] : INFO : Epoch 1884 | loss: 0.0311686 | val_loss: 0.0311839 | Time: 1180.46 ms [2021-11-04 17:47:23 main:574] : INFO : Epoch 1885 | loss: 0.0311728 | val_loss: 0.0311745 | Time: 1261.57 ms [2021-11-04 17:47:25 main:574] : INFO : Epoch 1886 | loss: 0.0311721 | val_loss: 0.031169 | Time: 1288.38 ms [2021-11-04 17:47:26 main:574] : INFO : Epoch 1887 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 1235.94 ms [2021-11-04 17:47:27 main:574] : INFO : Epoch 1888 | loss: 0.0311662 | val_loss: 0.031171 | Time: 1247.33 ms [2021-11-04 17:47:28 main:574] : INFO : Epoch 1889 | loss: 0.0311685 | val_loss: 0.0311703 | Time: 1230.67 ms [2021-11-04 17:47:30 main:574] : INFO : Epoch 1890 | loss: 0.0311737 | val_loss: 0.0311707 | Time: 1210.26 ms [2021-11-04 17:47:31 main:574] : INFO : Epoch 1891 | loss: 0.0311694 | val_loss: 0.0311709 | Time: 1254.4 ms [2021-11-04 17:47:32 main:574] : INFO : Epoch 1892 | loss: 0.0311677 | val_loss: 0.031171 | Time: 1216.61 ms [2021-11-04 17:47:33 main:574] : INFO : Epoch 1893 | loss: 0.0311717 | val_loss: 0.031172 | Time: 1260.21 ms [2021-11-04 17:47:35 main:574] : INFO : Epoch 1894 | loss: 0.0311732 | val_loss: 0.0311743 | Time: 1183.84 ms [2021-11-04 17:47:36 main:574] : INFO : Epoch 1895 | loss: 0.0311695 | val_loss: 0.0311691 | Time: 1279.47 ms [2021-11-04 17:47:37 main:574] : INFO : Epoch 1896 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 1212.49 ms [2021-11-04 17:47:38 main:574] : INFO : Epoch 1897 | loss: 0.0311812 | val_loss: 0.0311745 | Time: 1211.28 ms [2021-11-04 17:47:40 main:574] : INFO : Epoch 1898 | loss: 0.03117 | val_loss: 0.0311705 | Time: 1285.54 ms [2021-11-04 17:47:41 main:574] : INFO : Epoch 1899 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 1302.33 ms [2021-11-04 17:47:42 main:574] : INFO : Epoch 1900 | loss: 0.0311744 | val_loss: 0.031177 | Time: 1274.5 ms [2021-11-04 17:47:44 main:574] : INFO : Epoch 1901 | loss: 0.0311719 | val_loss: 0.0311692 | Time: 1275.46 ms [2021-11-04 17:47:45 main:574] : INFO : Epoch 1902 | loss: 0.0311696 | val_loss: 0.03117 | Time: 1242.85 ms [2021-11-04 17:47:46 main:574] : INFO : Epoch 1903 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 1292.65 ms [2021-11-04 17:47:47 main:574] : INFO : Epoch 1904 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 1232.69 ms [2021-11-04 17:47:49 main:574] : INFO : Epoch 1905 | loss: 0.031168 | val_loss: 0.0311684 | Time: 1255.2 ms [2021-11-04 17:47:50 main:574] : INFO : Epoch 1906 | loss: 0.0311688 | val_loss: 0.031175 | Time: 1196.5 ms [2021-11-04 17:47:51 main:574] : INFO : Epoch 1907 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 1266.07 ms [2021-11-04 17:47:52 main:574] : INFO : Epoch 1908 | loss: 0.0311683 | val_loss: 0.031175 | Time: 1242.63 ms [2021-11-04 17:47:53 main:574] : INFO : Epoch 1909 | loss: 0.031173 | val_loss: 0.0311705 | Time: 1237.11 ms [2021-11-04 17:47:55 main:574] : INFO : Epoch 1910 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 1239.66 ms [2021-11-04 17:47:56 main:574] : INFO : Epoch 1911 | loss: 0.0311666 | val_loss: 0.0311684 | Time: 1219.82 ms [2021-11-04 17:47:57 main:574] : INFO : Epoch 1912 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 1270.52 ms [2021-11-04 17:47:58 main:574] : INFO : Epoch 1913 | loss: 0.0311674 | val_loss: 0.0311686 | Time: 1245.45 ms [2021-11-04 17:48:00 main:574] : INFO : Epoch 1914 | loss: 0.0311658 | val_loss: 0.0311679 | Time: 1252.24 ms [2021-11-04 17:48:01 main:574] : INFO : Epoch 1915 | loss: 0.0311661 | val_loss: 0.0311713 | Time: 1216.44 ms [2021-11-04 17:48:02 main:574] : INFO : Epoch 1916 | loss: 0.0311665 | val_loss: 0.0311696 | Time: 1252.07 ms [2021-11-04 17:48:03 main:574] : INFO : Epoch 1917 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 1246.83 ms [2021-11-04 17:48:05 main:574] : INFO : Epoch 1918 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 1238.09 ms [2021-11-04 17:48:06 main:574] : INFO : Epoch 1919 | loss: 0.0311679 | val_loss: 0.0311672 | Time: 1205.42 ms [2021-11-04 17:48:07 main:574] : INFO : Epoch 1920 | loss: 0.0311673 | val_loss: 0.0311674 | Time: 1184.28 ms [2021-11-04 17:48:08 main:574] : INFO : Epoch 1921 | loss: 0.0311701 | val_loss: 0.03117 | Time: 1235.55 ms [2021-11-04 17:48:10 main:574] : INFO : Epoch 1922 | loss: 0.0311757 | val_loss: 0.0311709 | Time: 1240.41 ms [2021-11-04 17:48:11 main:574] : INFO : Epoch 1923 | loss: 0.0311685 | val_loss: 0.0311676 | Time: 1226.57 ms [2021-11-04 17:48:12 main:574] : INFO : Epoch 1924 | loss: 0.0311692 | val_loss: 0.0311687 | Time: 1238.83 ms [2021-11-04 17:48:13 main:574] : INFO : Epoch 1925 | loss: 0.031169 | val_loss: 0.0311672 | Time: 1253.65 ms [2021-11-04 17:48:15 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 1263.89 ms [2021-11-04 17:48:16 main:574] : INFO : Epoch 1927 | loss: 0.0311689 | val_loss: 0.0311678 | Time: 1239.52 ms [2021-11-04 17:48:17 main:574] : INFO : Epoch 1928 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 1262.38 ms [2021-11-04 17:48:18 main:574] : INFO : Epoch 1929 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 1195.02 ms [2021-11-04 17:48:20 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0311675 | Time: 1270.84 ms [2021-11-04 17:48:21 main:574] : INFO : Epoch 1931 | loss: 0.0311676 | val_loss: 0.0311686 | Time: 1189.97 ms [2021-11-04 17:48:22 main:574] : INFO : Epoch 1932 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1204.13 ms [2021-11-04 17:48:23 main:574] : INFO : Epoch 1933 | loss: 0.0311674 | val_loss: 0.031167 | Time: 1187.49 ms [2021-11-04 17:48:24 main:574] : INFO : Epoch 1934 | loss: 0.0311664 | val_loss: 0.0311679 | Time: 1255.91 ms [2021-11-04 17:48:26 main:574] : INFO : Epoch 1935 | loss: 0.0311676 | val_loss: 0.0311675 | Time: 1199.75 ms [2021-11-04 17:48:27 main:574] : INFO : Epoch 1936 | loss: 0.0311675 | val_loss: 0.0311681 | Time: 1221.42 ms [2021-11-04 17:48:28 main:574] : INFO : Epoch 1937 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 1224.48 ms [2021-11-04 17:48:29 main:574] : INFO : Epoch 1938 | loss: 0.031171 | val_loss: 0.0311801 | Time: 1227.45 ms [2021-11-04 17:48:31 main:574] : INFO : Epoch 1939 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 1240.59 ms [2021-11-04 17:48:32 main:574] : INFO : Epoch 1940 | loss: 0.0311707 | val_loss: 0.0311695 | Time: 1251.16 ms [2021-11-04 17:48:33 main:574] : INFO : Epoch 1941 | loss: 0.0311791 | val_loss: 0.0311745 | Time: 1245.51 ms [2021-11-04 17:48:34 main:574] : INFO : Epoch 1942 | loss: 0.0311726 | val_loss: 0.0311677 | Time: 1297.08 ms [2021-11-04 17:48:36 main:574] : INFO : Epoch 1943 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 1233.19 ms [2021-11-04 17:48:37 main:574] : INFO : Epoch 1944 | loss: 0.0311717 | val_loss: 0.031168 | Time: 1241.7 ms [2021-11-04 17:48:38 main:574] : INFO : Epoch 1945 | loss: 0.0311711 | val_loss: 0.0311689 | Time: 1169.31 ms [2021-11-04 17:48:39 main:574] : INFO : Epoch 1946 | loss: 0.0311668 | val_loss: 0.0311676 | Time: 1251.94 ms [2021-11-04 17:48:40 main:574] : INFO : Epoch 1947 | loss: 0.0311678 | val_loss: 0.0311674 | Time: 1179.87 ms [2021-11-04 17:48:42 main:574] : INFO : Epoch 1948 | loss: 0.0311666 | val_loss: 0.0311667 | Time: 1260.81 ms [2021-11-04 17:48:43 main:574] : INFO : Epoch 1949 | loss: 0.0311689 | val_loss: 0.03117 | Time: 1276.98 ms [2021-11-04 17:48:44 main:574] : INFO : Epoch 1950 | loss: 0.0311691 | val_loss: 0.0311672 | Time: 1308.55 ms [2021-11-04 17:48:45 main:574] : INFO : Epoch 1951 | loss: 0.0311663 | val_loss: 0.031167 | Time: 1211.21 ms [2021-11-04 17:48:47 main:574] : INFO : Epoch 1952 | loss: 0.0311657 | val_loss: 0.0311671 | Time: 1293.41 ms [2021-11-04 17:48:48 main:574] : INFO : Epoch 1953 | loss: 0.0311661 | val_loss: 0.031167 | Time: 1241.34 ms [2021-11-04 17:48:49 main:574] : INFO : Epoch 1954 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 1387.48 ms [2021-11-04 17:48:51 main:574] : INFO : Epoch 1955 | loss: 0.0311675 | val_loss: 0.0311719 | Time: 1276.37 ms [2021-11-04 17:48:52 main:574] : INFO : Epoch 1956 | loss: 0.03117 | val_loss: 0.0311673 | Time: 1334.95 ms [2021-11-04 17:48:53 main:574] : INFO : Epoch 1957 | loss: 0.0311695 | val_loss: 0.0311731 | Time: 1255.8 ms [2021-11-04 17:48:55 main:574] : INFO : Epoch 1958 | loss: 0.0311689 | val_loss: 0.0311694 | Time: 1231.25 ms [2021-11-04 17:48:56 main:574] : INFO : Epoch 1959 | loss: 0.0311721 | val_loss: 0.0311749 | Time: 1204.29 ms [2021-11-04 17:48:57 main:574] : INFO : Epoch 1960 | loss: 0.0311758 | val_loss: 0.0311726 | Time: 1237.25 ms [2021-11-04 17:48:58 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311845 | Time: 1209.94 ms [2021-11-04 17:48:59 main:574] : INFO : Epoch 1962 | loss: 0.0311714 | val_loss: 0.0311666 | Time: 1260.91 ms [2021-11-04 17:49:01 main:574] : INFO : Epoch 1963 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 1258.59 ms [2021-11-04 17:49:02 main:574] : INFO : Epoch 1964 | loss: 0.031167 | val_loss: 0.0311744 | Time: 1231.35 ms [2021-11-04 17:49:03 main:574] : INFO : Epoch 1965 | loss: 0.0311684 | val_loss: 0.0311686 | Time: 1227.06 ms [2021-11-04 17:49:04 main:574] : INFO : Epoch 1966 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 1213.01 ms [2021-11-04 17:49:06 main:574] : INFO : Epoch 1967 | loss: 0.0311723 | val_loss: 0.0311692 | Time: 1235.56 ms [2021-11-04 17:49:07 main:574] : INFO : Epoch 1968 | loss: 0.0311673 | val_loss: 0.0311698 | Time: 1208.45 ms [2021-11-04 17:49:08 main:574] : INFO : Epoch 1969 | loss: 0.0311688 | val_loss: 0.0311688 | Time: 1238.33 ms [2021-11-04 17:49:09 main:574] : INFO : Epoch 1970 | loss: 0.0311675 | val_loss: 0.0311667 | Time: 1202.57 ms [2021-11-04 17:49:10 main:574] : INFO : Epoch 1971 | loss: 0.0311683 | val_loss: 0.0311685 | Time: 1177.5 ms [2021-11-04 17:49:12 main:574] : INFO : Epoch 1972 | loss: 0.0311679 | val_loss: 0.0311681 | Time: 1222.17 ms [2021-11-04 17:49:13 main:574] : INFO : Epoch 1973 | loss: 0.0311662 | val_loss: 0.0311659 | Time: 1229.03 ms [2021-11-04 17:49:14 main:574] : INFO : Epoch 1974 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 1210.71 ms [2021-11-04 17:49:15 main:574] : INFO : Epoch 1975 | loss: 0.0311691 | val_loss: 0.0311693 | Time: 1205.88 ms [2021-11-04 17:49:17 main:574] : INFO : Epoch 1976 | loss: 0.0311662 | val_loss: 0.031168 | Time: 1268.14 ms [2021-11-04 17:49:18 main:574] : INFO : Epoch 1977 | loss: 0.0311669 | val_loss: 0.0311681 | Time: 1209.49 ms [2021-11-04 17:49:19 main:574] : INFO : Epoch 1978 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 1241.42 ms [2021-11-04 17:49:20 main:574] : INFO : Epoch 1979 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 1239.11 ms [2021-11-04 17:49:22 main:574] : INFO : Epoch 1980 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 1258.15 ms [2021-11-04 17:49:23 main:574] : INFO : Epoch 1981 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 1248.33 ms [2021-11-04 17:49:24 main:574] : INFO : Epoch 1982 | loss: 0.0311666 | val_loss: 0.0311677 | Time: 1176.43 ms [2021-11-04 17:49:25 main:574] : INFO : Epoch 1983 | loss: 0.0311675 | val_loss: 0.0311648 | Time: 1185.91 ms [2021-11-04 17:49:26 main:574] : INFO : Epoch 1984 | loss: 0.0311673 | val_loss: 0.0311688 | Time: 1242.5 ms [2021-11-04 17:49:28 main:574] : INFO : Epoch 1985 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 1210.11 ms [2021-11-04 17:49:29 main:574] : INFO : Epoch 1986 | loss: 0.031167 | val_loss: 0.0311785 | Time: 1142.17 ms [2021-11-04 17:49:30 main:574] : INFO : Epoch 1987 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 1244.15 ms [2021-11-04 17:49:31 main:574] : INFO : Epoch 1988 | loss: 0.0311697 | val_loss: 0.0311658 | Time: 1197.52 ms [2021-11-04 17:49:32 main:574] : INFO : Epoch 1989 | loss: 0.0311666 | val_loss: 0.0311664 | Time: 1232.51 ms [2021-11-04 17:49:34 main:574] : INFO : Epoch 1990 | loss: 0.0311678 | val_loss: 0.0311683 | Time: 1313.55 ms [2021-11-04 17:49:35 main:574] : INFO : Epoch 1991 | loss: 0.0311657 | val_loss: 0.031165 | Time: 1276.58 ms [2021-11-04 17:49:36 main:574] : INFO : Epoch 1992 | loss: 0.031165 | val_loss: 0.0311654 | Time: 1275.55 ms [2021-11-04 17:49:38 main:574] : INFO : Epoch 1993 | loss: 0.0311644 | val_loss: 0.0311673 | Time: 1339.79 ms [2021-11-04 17:49:39 main:574] : INFO : Epoch 1994 | loss: 0.0311667 | val_loss: 0.0311646 | Time: 1270.33 ms [2021-11-04 17:49:40 main:574] : INFO : Epoch 1995 | loss: 0.0311645 | val_loss: 0.0311647 | Time: 1226.78 ms [2021-11-04 17:49:41 main:574] : INFO : Epoch 1996 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 1247.83 ms [2021-11-04 17:49:43 main:574] : INFO : Epoch 1997 | loss: 0.031169 | val_loss: 0.0311694 | Time: 1201.71 ms [2021-11-04 17:49:44 main:574] : INFO : Epoch 1998 | loss: 0.0311713 | val_loss: 0.0311664 | Time: 1225.51 ms [2021-11-04 17:49:45 main:574] : INFO : Epoch 1999 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 1293.92 ms [2021-11-04 17:49:46 main:574] : INFO : Epoch 2000 | loss: 0.0311655 | val_loss: 0.0311649 | Time: 1246.74 ms [2021-11-04 17:49:48 main:574] : INFO : Epoch 2001 | loss: 0.0311667 | val_loss: 0.0311655 | Time: 1228.13 ms [2021-11-04 17:49:49 main:574] : INFO : Epoch 2002 | loss: 0.0311676 | val_loss: 0.031167 | Time: 1223.85 ms [2021-11-04 17:49:50 main:574] : INFO : Epoch 2003 | loss: 0.031171 | val_loss: 0.0311687 | Time: 1189.22 ms [2021-11-04 17:49:51 main:574] : INFO : Epoch 2004 | loss: 0.0311662 | val_loss: 0.0311658 | Time: 1198.3 ms [2021-11-04 17:49:53 main:574] : INFO : Epoch 2005 | loss: 0.0311636 | val_loss: 0.031167 | Time: 1240.96 ms [2021-11-04 17:49:54 main:574] : INFO : Epoch 2006 | loss: 0.0311672 | val_loss: 0.0311657 | Time: 1231.25 ms [2021-11-04 17:49:55 main:574] : INFO : Epoch 2007 | loss: 0.0311657 | val_loss: 0.0311662 | Time: 1166.43 ms [2021-11-04 17:49:56 main:574] : INFO : Epoch 2008 | loss: 0.0311646 | val_loss: 0.0311674 | Time: 1248.4 ms [2021-11-04 17:49:57 main:574] : INFO : Epoch 2009 | loss: 0.031164 | val_loss: 0.0311658 | Time: 1226.93 ms [2021-11-04 17:49:59 main:574] : INFO : Epoch 2010 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 1298.63 ms [2021-11-04 17:50:00 main:574] : INFO : Epoch 2011 | loss: 0.0311669 | val_loss: 0.0311662 | Time: 1203.22 ms [2021-11-04 17:50:01 main:574] : INFO : Epoch 2012 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 1218.26 ms [2021-11-04 17:50:02 main:574] : INFO : Epoch 2013 | loss: 0.031165 | val_loss: 0.0311677 | Time: 1247.74 ms [2021-11-04 17:50:04 main:574] : INFO : Epoch 2014 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 1254.54 ms [2021-11-04 17:50:05 main:574] : INFO : Epoch 2015 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1190.72 ms [2021-11-04 17:50:06 main:574] : INFO : Epoch 2016 | loss: 0.0311665 | val_loss: 0.0311684 | Time: 1264.65 ms [2021-11-04 17:50:07 main:574] : INFO : Epoch 2017 | loss: 0.0311661 | val_loss: 0.0311652 | Time: 1302.45 ms [2021-11-04 17:50:09 main:574] : INFO : Epoch 2018 | loss: 0.0311645 | val_loss: 0.0311683 | Time: 1277.55 ms [2021-11-04 17:50:10 main:574] : INFO : Epoch 2019 | loss: 0.0311648 | val_loss: 0.0311652 | Time: 1272.04 ms [2021-11-04 17:50:11 main:574] : INFO : Epoch 2020 | loss: 0.0311664 | val_loss: 0.0311653 | Time: 1276.56 ms [2021-11-04 17:50:12 main:574] : INFO : Epoch 2021 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 1231.37 ms [2021-11-04 17:50:14 main:574] : INFO : Epoch 2022 | loss: 0.0311643 | val_loss: 0.0311665 | Time: 1237.88 ms [2021-11-04 17:50:15 main:574] : INFO : Epoch 2023 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1281.18 ms [2021-11-04 17:50:16 main:574] : INFO : Epoch 2024 | loss: 0.0311719 | val_loss: 0.0311652 | Time: 1242.87 ms [2021-11-04 17:50:17 main:574] : INFO : Epoch 2025 | loss: 0.0311643 | val_loss: 0.0311644 | Time: 1155.2 ms [2021-11-04 17:50:19 main:574] : INFO : Epoch 2026 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 1240.62 ms [2021-11-04 17:50:20 main:574] : INFO : Epoch 2027 | loss: 0.0311653 | val_loss: 0.0311648 | Time: 1249.9 ms [2021-11-04 17:50:21 main:574] : INFO : Epoch 2028 | loss: 0.0311668 | val_loss: 0.0311658 | Time: 1231.29 ms [2021-11-04 17:50:22 main:574] : INFO : Epoch 2029 | loss: 0.0311656 | val_loss: 0.0311662 | Time: 1239.6 ms [2021-11-04 17:50:24 main:574] : INFO : Epoch 2030 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 1242.24 ms [2021-11-04 17:50:25 main:574] : INFO : Epoch 2031 | loss: 0.0311678 | val_loss: 0.0311667 | Time: 1268.6 ms [2021-11-04 17:50:26 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 1246.72 ms [2021-11-04 17:50:27 main:574] : INFO : Epoch 2033 | loss: 0.0311638 | val_loss: 0.0311651 | Time: 1219.82 ms [2021-11-04 17:50:29 main:574] : INFO : Epoch 2034 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 1258.49 ms [2021-11-04 17:50:30 main:574] : INFO : Epoch 2035 | loss: 0.0311642 | val_loss: 0.0311697 | Time: 1262.53 ms [2021-11-04 17:50:31 main:574] : INFO : Epoch 2036 | loss: 0.0311635 | val_loss: 0.0311661 | Time: 1259.09 ms [2021-11-04 17:50:32 main:574] : INFO : Epoch 2037 | loss: 0.031162 | val_loss: 0.0311651 | Time: 1253.42 ms [2021-11-04 17:50:34 main:574] : INFO : Epoch 2038 | loss: 0.0311623 | val_loss: 0.0311675 | Time: 1224.69 ms [2021-11-04 17:50:35 main:574] : INFO : Epoch 2039 | loss: 0.031166 | val_loss: 0.0311728 | Time: 1234.91 ms [2021-11-04 17:50:36 main:574] : INFO : Epoch 2040 | loss: 0.0311633 | val_loss: 0.0311654 | Time: 1287.99 ms [2021-11-04 17:50:37 main:574] : INFO : Epoch 2041 | loss: 0.0311659 | val_loss: 0.0311655 | Time: 1255.32 ms [2021-11-04 17:50:39 main:574] : INFO : Epoch 2042 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 1219.29 ms [2021-11-04 17:50:40 main:574] : INFO : Epoch 2043 | loss: 0.0311625 | val_loss: 0.0311656 | Time: 1243.51 ms [2021-11-04 17:50:41 main:574] : INFO : Epoch 2044 | loss: 0.0311611 | val_loss: 0.0311648 | Time: 1166.02 ms [2021-11-04 17:50:42 main:574] : INFO : Epoch 2045 | loss: 0.0311613 | val_loss: 0.0311647 | Time: 1211.62 ms [2021-11-04 17:50:43 main:574] : INFO : Epoch 2046 | loss: 0.0311621 | val_loss: 0.0311657 | Time: 1206.07 ms [2021-11-04 17:50:45 main:574] : INFO : Epoch 2047 | loss: 0.0311626 | val_loss: 0.031169 | Time: 1127.14 ms [2021-11-04 17:50:46 main:574] : INFO : Epoch 2048 | loss: 0.0311637 | val_loss: 0.0311658 | Time: 1156.6 ms [2021-11-04 17:50:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311658 [2021-11-04 17:50:46 main:603] : INFO : Saving end state to config to file [2021-11-04 17:50:46 main:608] : INFO : Success, exiting.. 17:50:46 (9712): 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)