Task 7663215
| Name | ParityModified-1631733918-9005-1_1 |
| Workunit | 5244110 |
| Created | 28 Sep 2021, 1:57:19 UTC |
| Sent | 28 Sep 2021, 2:29:45 UTC |
| Report deadline | 5 Oct 2021, 2:29:45 UTC |
| Received | 28 Sep 2021, 8:25:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9269 |
| Run time | 53 min 55 sec |
| CPU time | 51 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,298.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1-09-28 17:14:39 main:574] : INFO : Epoch 1542 | loss: 0.0312045 | val_loss: 0.0312087 | Time: 1344.48 ms [2021-09-28 17:14:41 main:574] : INFO : Epoch 1543 | loss: 0.0312045 | val_loss: 0.0312125 | Time: 1547.68 ms [2021-09-28 17:14:42 main:574] : INFO : Epoch 1544 | loss: 0.0312048 | val_loss: 0.031211 | Time: 1671.68 ms [2021-09-28 17:14:44 main:574] : INFO : Epoch 1545 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 1317.29 ms [2021-09-28 17:14:46 main:574] : INFO : Epoch 1546 | loss: 0.0312042 | val_loss: 0.0312086 | Time: 1724.2 ms [2021-09-28 17:14:47 main:574] : INFO : Epoch 1547 | loss: 0.0312039 | val_loss: 0.0312089 | Time: 1486.6 ms [2021-09-28 17:14:49 main:574] : INFO : Epoch 1548 | loss: 0.0312031 | val_loss: 0.0312075 | Time: 1550.58 ms [2021-09-28 17:14:50 main:574] : INFO : Epoch 1549 | loss: 0.031203 | val_loss: 0.0312079 | Time: 1674.88 ms [2021-09-28 17:14:52 main:574] : INFO : Epoch 1550 | loss: 0.0312035 | val_loss: 0.031209 | Time: 1274.57 ms [2021-09-28 17:14:53 main:574] : INFO : Epoch 1551 | loss: 0.031203 | val_loss: 0.0312079 | Time: 1711.97 ms [2021-09-28 17:14:55 main:574] : INFO : Epoch 1552 | loss: 0.0312025 | val_loss: 0.0312097 | Time: 1486.47 ms [2021-09-28 17:14:56 main:574] : INFO : Epoch 1553 | loss: 0.0312042 | val_loss: 0.0312074 | Time: 1401.11 ms [2021-09-28 17:14:58 main:574] : INFO : Epoch 1554 | loss: 0.0312032 | val_loss: 0.0312091 | Time: 1693.09 ms [2021-09-28 17:15:00 main:574] : INFO : Epoch 1555 | loss: 0.0312056 | val_loss: 0.0312094 | Time: 1324.76 ms [2021-09-28 17:15:01 main:574] : INFO : Epoch 1556 | loss: 0.0312032 | val_loss: 0.0312088 | Time: 1703.94 ms [2021-09-28 17:15:03 main:574] : INFO : Epoch 1557 | loss: 0.0312027 | val_loss: 0.0312119 | Time: 1613.45 ms [2021-09-28 17:15:04 main:574] : INFO : Epoch 1558 | loss: 0.0312038 | val_loss: 0.0312074 | Time: 1346.6 ms [2021-09-28 17:15:06 main:574] : INFO : Epoch 1559 | loss: 0.0312039 | val_loss: 0.0312116 | Time: 1728.49 ms [2021-09-28 17:15:07 main:574] : INFO : Epoch 1560 | loss: 0.0312036 | val_loss: 0.0312085 | Time: 1357.92 ms [2021-09-28 17:15:09 main:574] : INFO : Epoch 1561 | loss: 0.0312026 | val_loss: 0.0312079 | Time: 1610.02 ms [2021-09-28 17:15:11 main:574] : INFO : Epoch 1562 | loss: 0.0312025 | val_loss: 0.0312092 | Time: 1603.34 ms [2021-09-28 17:15:12 main:574] : INFO : Epoch 1563 | loss: 0.0312028 | val_loss: 0.0312092 | Time: 1383.67 ms [2021-09-28 17:15:14 main:574] : INFO : Epoch 1564 | loss: 0.0312021 | val_loss: 0.0312083 | Time: 1700.28 ms [2021-09-28 17:15:15 main:574] : INFO : Epoch 1565 | loss: 0.031205 | val_loss: 0.0312077 | Time: 1377.66 ms [2021-09-28 17:15:17 main:574] : INFO : Epoch 1566 | loss: 0.0312041 | val_loss: 0.0312079 | Time: 1632.18 ms [2021-09-28 17:15:19 main:574] : INFO : Epoch 1567 | loss: 0.0312042 | val_loss: 0.0312088 | Time: 1600.48 ms [2021-09-28 17:15:20 main:574] : INFO : Epoch 1568 | loss: 0.0312024 | val_loss: 0.0312123 | Time: 1403.73 ms [2021-09-28 17:15:22 main:574] : INFO : Epoch 1569 | loss: 0.0312037 | val_loss: 0.0312078 | Time: 1775.52 ms [2021-09-28 17:15:23 main:574] : INFO : Epoch 1570 | loss: 0.0312028 | val_loss: 0.0312073 | Time: 1377.51 ms [2021-09-28 17:15:25 main:574] : INFO : Epoch 1571 | loss: 0.0312027 | val_loss: 0.031208 | Time: 1579.97 ms [2021-09-28 17:15:27 main:574] : INFO : Epoch 1572 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 1619.73 ms [2021-09-28 17:15:28 main:574] : INFO : Epoch 1573 | loss: 0.031203 | val_loss: 0.0312086 | Time: 1363.26 ms [2021-09-28 17:15:30 main:574] : INFO : Epoch 1574 | loss: 0.0312036 | val_loss: 0.0312075 | Time: 1707.18 ms [2021-09-28 17:15:31 main:574] : INFO : Epoch 1575 | loss: 0.0312017 | val_loss: 0.0312076 | Time: 1409.35 ms [2021-09-28 17:15:33 main:574] : INFO : Epoch 1576 | loss: 0.0312024 | val_loss: 0.0312081 | Time: 1468.98 ms [2021-09-28 17:15:35 main:574] : INFO : Epoch 1577 | loss: 0.0312024 | val_loss: 0.0312113 | Time: 1685.47 ms [2021-09-28 17:15:36 main:574] : INFO : Epoch 1578 | loss: 0.0312019 | val_loss: 0.0312096 | Time: 1328.48 ms [2021-09-28 17:15:38 main:574] : INFO : Epoch 1579 | loss: 0.0312041 | val_loss: 0.0312077 | Time: 1684.77 ms [2021-09-28 17:15:39 main:574] : INFO : Epoch 1580 | loss: 0.0312032 | val_loss: 0.0312103 | Time: 1498.59 ms [2021-09-28 17:15:41 main:574] : INFO : Epoch 1581 | loss: 0.0312026 | val_loss: 0.0312087 | Time: 1419.2 ms [2021-09-28 17:15:42 main:574] : INFO : Epoch 1582 | loss: 0.0312044 | val_loss: 0.0312137 | Time: 1675.79 ms [2021-09-28 17:15:44 main:574] : INFO : Epoch 1583 | loss: 0.0312034 | val_loss: 0.0312093 | Time: 1336.04 ms [2021-09-28 17:15:45 main:574] : INFO : Epoch 1584 | loss: 0.031202 | val_loss: 0.0312096 | Time: 1602.29 ms [2021-09-28 17:15:47 main:574] : INFO : Epoch 1585 | loss: 0.0312024 | val_loss: 0.0312088 | Time: 1569.47 ms [2021-09-28 17:15:48 main:574] : INFO : Epoch 1586 | loss: 0.031201 | val_loss: 0.0312081 | Time: 1342.87 ms [2021-09-28 17:15:50 main:574] : INFO : Epoch 1587 | loss: 0.0312023 | val_loss: 0.031208 | Time: 1767.2 ms [2021-09-28 17:15:52 main:574] : INFO : Epoch 1588 | loss: 0.0312044 | val_loss: 0.0312086 | Time: 1344.75 ms [2021-09-28 17:15:53 main:574] : INFO : Epoch 1589 | loss: 0.0312015 | val_loss: 0.0312094 | Time: 1625.27 ms [2021-09-28 17:15:55 main:574] : INFO : Epoch 1590 | loss: 0.0312015 | val_loss: 0.0312075 | Time: 1649.34 ms [2021-09-28 17:15:56 main:574] : INFO : Epoch 1591 | loss: 0.0312014 | val_loss: 0.0312073 | Time: 1356.16 ms [2021-09-28 17:15:58 main:574] : INFO : Epoch 1592 | loss: 0.0312012 | val_loss: 0.0312085 | Time: 1708.11 ms [2021-09-28 17:16:00 main:574] : INFO : Epoch 1593 | loss: 0.0312007 | val_loss: 0.0312082 | Time: 1401.38 ms [2021-09-28 17:16:01 main:574] : INFO : Epoch 1594 | loss: 0.0312024 | val_loss: 0.0312094 | Time: 1494.83 ms [2021-09-28 17:16:03 main:574] : INFO : Epoch 1595 | loss: 0.0312017 | val_loss: 0.0312077 | Time: 1668.13 ms [2021-09-28 17:16:04 main:574] : INFO : Epoch 1596 | loss: 0.0312041 | val_loss: 0.0312203 | Time: 1294.97 ms [2021-09-28 17:16:06 main:574] : INFO : Epoch 1597 | loss: 0.0312073 | val_loss: 0.0312087 | Time: 1737.54 ms [2021-09-28 17:16:07 main:574] : INFO : Epoch 1598 | loss: 0.0312024 | val_loss: 0.0312077 | Time: 1445.28 ms [2021-09-28 17:16:09 main:574] : INFO : Epoch 1599 | loss: 0.0312029 | val_loss: 0.031208 | Time: 1471.35 ms [2021-09-28 17:16:11 main:574] : INFO : Epoch 1600 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 1647.73 ms [2021-09-28 17:16:12 main:574] : INFO : Epoch 1601 | loss: 0.031202 | val_loss: 0.0312085 | Time: 1356.3 ms [2021-09-28 17:16:14 main:574] : INFO : Epoch 1602 | loss: 0.0312018 | val_loss: 0.0312071 | Time: 1870.21 ms [2021-09-28 17:16:15 main:574] : INFO : Epoch 1603 | loss: 0.0312016 | val_loss: 0.0312096 | Time: 1380.71 ms [2021-09-28 17:16:17 main:574] : INFO : Epoch 1604 | loss: 0.0312012 | val_loss: 0.0312077 | Time: 1481.85 ms [2021-09-28 17:16:18 main:574] : INFO : Epoch 1605 | loss: 0.0312008 | val_loss: 0.0312079 | Time: 1622.71 ms [2021-09-28 17:16:20 main:574] : INFO : Epoch 1606 | loss: 0.0312024 | val_loss: 0.031208 | Time: 1297.26 ms [2021-09-28 17:16:21 main:574] : INFO : Epoch 1607 | loss: 0.0312032 | val_loss: 0.0312088 | Time: 1562.26 ms [2021-09-28 17:16:23 main:574] : INFO : Epoch 1608 | loss: 0.0312026 | val_loss: 0.0312078 | Time: 1512.37 ms [2021-09-28 17:16:24 main:574] : INFO : Epoch 1609 | loss: 0.0312024 | val_loss: 0.0312135 | Time: 1316.84 ms [2021-09-28 17:16:26 main:574] : INFO : Epoch 1610 | loss: 0.031203 | val_loss: 0.0312082 | Time: 1646.95 ms [2021-09-28 17:16:27 main:574] : INFO : Epoch 1611 | loss: 0.0312016 | val_loss: 0.031211 | Time: 1382.7 ms [2021-09-28 17:16:29 main:574] : INFO : Epoch 1612 | loss: 0.0312007 | val_loss: 0.0312072 | Time: 1496.48 ms [2021-09-28 17:16:31 main:574] : INFO : Epoch 1613 | loss: 0.0312009 | val_loss: 0.0312082 | Time: 1626.53 ms [2021-09-28 17:16:32 main:574] : INFO : Epoch 1614 | loss: 0.0312009 | val_loss: 0.0312073 | Time: 1285.28 ms [2021-09-28 17:16:34 main:574] : INFO : Epoch 1615 | loss: 0.0312007 | val_loss: 0.0312082 | Time: 1581.84 ms [2021-09-28 17:16:35 main:574] : INFO : Epoch 1616 | loss: 0.0312013 | val_loss: 0.0312073 | Time: 1487.54 ms [2021-09-28 17:16:37 main:574] : INFO : Epoch 1617 | loss: 0.0312019 | val_loss: 0.0312091 | Time: 1366.7 ms [2021-09-28 17:16:38 main:574] : INFO : Epoch 1618 | loss: 0.0312018 | val_loss: 0.0312079 | Time: 1678.12 ms [2021-09-28 17:16:40 main:574] : INFO : Epoch 1619 | loss: 0.0312014 | val_loss: 0.0312122 | Time: 1355.08 ms [2021-09-28 17:16:41 main:574] : INFO : Epoch 1620 | loss: 0.0312023 | val_loss: 0.0312106 | Time: 1546.98 ms [2021-09-28 17:16:43 main:574] : INFO : Epoch 1621 | loss: 0.031201 | val_loss: 0.0312088 | Time: 1575.93 ms [2021-09-28 17:16:44 main:574] : INFO : Epoch 1622 | loss: 0.0312038 | val_loss: 0.0312072 | Time: 1317.41 ms [2021-09-28 17:16:46 main:574] : INFO : Epoch 1623 | loss: 0.0312019 | val_loss: 0.0312073 | Time: 1659.59 ms [2021-09-28 17:16:48 main:574] : INFO : Epoch 1624 | loss: 0.0312022 | val_loss: 0.0312068 | Time: 1442.62 ms [2021-09-28 17:16:49 main:574] : INFO : Epoch 1625 | loss: 0.0312014 | val_loss: 0.0312116 | Time: 1434.16 ms [2021-09-28 17:16:51 main:574] : INFO : Epoch 1626 | loss: 0.0312014 | val_loss: 0.0312076 | Time: 1636.53 ms [2021-09-28 17:16:52 main:574] : INFO : Epoch 1627 | loss: 0.0312006 | val_loss: 0.0312081 | Time: 1301.47 ms [2021-09-28 17:16:54 main:574] : INFO : Epoch 1628 | loss: 0.0312005 | val_loss: 0.0312079 | Time: 1584.57 ms [2021-09-28 17:16:55 main:574] : INFO : Epoch 1629 | loss: 0.0312003 | val_loss: 0.0312075 | Time: 1590.91 ms [2021-09-28 17:16:57 main:574] : INFO : Epoch 1630 | loss: 0.0312007 | val_loss: 0.0312072 | Time: 1442.87 ms [2021-09-28 17:16:59 main:574] : INFO : Epoch 1631 | loss: 0.0312008 | val_loss: 0.0312071 | Time: 1728.85 ms [2021-09-28 17:17:00 main:574] : INFO : Epoch 1632 | loss: 0.0312006 | val_loss: 0.0312089 | Time: 1314.69 ms [2021-09-28 17:17:02 main:574] : INFO : Epoch 1633 | loss: 0.0312009 | val_loss: 0.0312088 | Time: 1538.22 ms [2021-09-28 17:17:03 main:574] : INFO : Epoch 1634 | loss: 0.0312022 | val_loss: 0.031212 | Time: 1625 ms [2021-09-28 17:17:05 main:574] : INFO : Epoch 1635 | loss: 0.0312008 | val_loss: 0.0312075 | Time: 1279.56 ms [2021-09-28 17:17:06 main:574] : INFO : Epoch 1636 | loss: 0.0312003 | val_loss: 0.0312108 | Time: 1679.86 ms [2021-09-28 17:17:08 main:574] : INFO : Epoch 1637 | loss: 0.0312003 | val_loss: 0.0312094 | Time: 1478.17 ms [2021-09-28 17:17:09 main:574] : INFO : Epoch 1638 | loss: 0.0312022 | val_loss: 0.0312146 | Time: 1678.76 ms [2021-09-28 17:17:11 main:574] : INFO : Epoch 1639 | loss: 0.0312019 | val_loss: 0.031209 | Time: 1733.83 ms [2021-09-28 17:17:13 main:574] : INFO : Epoch 1640 | loss: 0.0312007 | val_loss: 0.0312081 | Time: 1433.57 ms [2021-09-28 17:17:15 main:574] : INFO : Epoch 1641 | loss: 0.0312009 | val_loss: 0.0312082 | Time: 1764.26 ms [2021-09-28 17:17:16 main:574] : INFO : Epoch 1642 | loss: 0.0312006 | val_loss: 0.0312085 | Time: 1375.66 ms [2021-09-28 17:17:18 main:574] : INFO : Epoch 1643 | loss: 0.0312009 | val_loss: 0.0312079 | Time: 1560.98 ms [2021-09-28 17:17:19 main:574] : INFO : Epoch 1644 | loss: 0.0312001 | val_loss: 0.0312088 | Time: 1521.26 ms [2021-09-28 17:17:21 main:574] : INFO : Epoch 1645 | loss: 0.0311996 | val_loss: 0.0312069 | Time: 1267.42 ms [2021-09-28 17:17:22 main:574] : INFO : Epoch 1646 | loss: 0.0312015 | val_loss: 0.0312116 | Time: 1653.34 ms [2021-09-28 17:17:24 main:574] : INFO : Epoch 1647 | loss: 0.0312021 | val_loss: 0.0312116 | Time: 1385.23 ms [2021-09-28 17:17:25 main:574] : INFO : Epoch 1648 | loss: 0.0312056 | val_loss: 0.0312216 | Time: 1672.82 ms [2021-09-28 17:17:27 main:574] : INFO : Epoch 1649 | loss: 0.0312087 | val_loss: 0.0312812 | Time: 1625.05 ms [2021-09-28 17:17:28 main:574] : INFO : Epoch 1650 | loss: 0.0352633 | val_loss: 0.0372928 | Time: 1264.86 ms [2021-09-28 17:17:30 main:574] : INFO : Epoch 1651 | loss: 0.0352193 | val_loss: 0.0323147 | Time: 1676.19 ms [2021-09-28 17:17:32 main:574] : INFO : Epoch 1652 | loss: 0.0316738 | val_loss: 0.0313709 | Time: 1453.17 ms [2021-09-28 17:17:33 main:574] : INFO : Epoch 1653 | loss: 0.0313112 | val_loss: 0.0312606 | Time: 1445.1 ms [2021-09-28 17:17:35 main:574] : INFO : Epoch 1654 | loss: 0.0312574 | val_loss: 0.0312517 | Time: 1670.7 ms [2021-09-28 17:17:36 main:574] : INFO : Epoch 1655 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 1287.8 ms [2021-09-28 17:17:38 main:574] : INFO : Epoch 1656 | loss: 0.0312447 | val_loss: 0.0312435 | Time: 1559.61 ms [2021-09-28 17:17:39 main:574] : INFO : Epoch 1657 | loss: 0.0312418 | val_loss: 0.0312414 | Time: 1558.41 ms [2021-09-28 17:17:41 main:574] : INFO : Epoch 1658 | loss: 0.0312399 | val_loss: 0.0312394 | Time: 1266.34 ms [2021-09-28 17:17:42 main:574] : INFO : Epoch 1659 | loss: 0.0312382 | val_loss: 0.0312374 | Time: 1668.55 ms [2021-09-28 17:17:44 main:574] : INFO : Epoch 1660 | loss: 0.0312367 | val_loss: 0.031235 | Time: 1374.2 ms [2021-09-28 17:17:45 main:574] : INFO : Epoch 1661 | loss: 0.0312347 | val_loss: 0.0312335 | Time: 1467.94 ms [2021-09-28 17:17:47 main:574] : INFO : Epoch 1662 | loss: 0.0312345 | val_loss: 0.0312322 | Time: 1663.7 ms [2021-09-28 17:17:48 main:574] : INFO : Epoch 1663 | loss: 0.0312324 | val_loss: 0.0312305 | Time: 1261.97 ms [2021-09-28 17:17:50 main:574] : INFO : Epoch 1664 | loss: 0.0312314 | val_loss: 0.0312298 | Time: 1655.47 ms [2021-09-28 17:17:52 main:574] : INFO : Epoch 1665 | loss: 0.0312298 | val_loss: 0.0312279 | Time: 1521.69 ms [2021-09-28 17:17:53 main:574] : INFO : Epoch 1666 | loss: 0.0312282 | val_loss: 0.0312272 | Time: 1312.45 ms [2021-09-28 17:17:55 main:574] : INFO : Epoch 1667 | loss: 0.0312269 | val_loss: 0.0312268 | Time: 1589 ms [2021-09-28 17:17:56 main:574] : INFO : Epoch 1668 | loss: 0.0312257 | val_loss: 0.0312231 | Time: 1353.78 ms [2021-09-28 17:17:58 main:574] : INFO : Epoch 1669 | loss: 0.0312225 | val_loss: 0.0312213 | Time: 1508.24 ms [2021-09-28 17:17:59 main:574] : INFO : Epoch 1670 | loss: 0.0312208 | val_loss: 0.0312195 | Time: 1601.03 ms [2021-09-28 17:18:01 main:574] : INFO : Epoch 1671 | loss: 0.0312213 | val_loss: 0.0312189 | Time: 1278.91 ms [2021-09-28 17:18:02 main:574] : INFO : Epoch 1672 | loss: 0.0312191 | val_loss: 0.0312173 | Time: 1697.16 ms [2021-09-28 17:18:04 main:574] : INFO : Epoch 1673 | loss: 0.0312183 | val_loss: 0.0312219 | Time: 1392.79 ms [2021-09-28 17:18:05 main:574] : INFO : Epoch 1674 | loss: 0.0312192 | val_loss: 0.0312162 | Time: 1455.76 ms [2021-09-28 17:18:07 main:574] : INFO : Epoch 1675 | loss: 0.031217 | val_loss: 0.0312145 | Time: 1648.41 ms [2021-09-28 17:18:08 main:574] : INFO : Epoch 1676 | loss: 0.0312152 | val_loss: 0.0312129 | Time: 1263.43 ms [2021-09-28 17:18:10 main:574] : INFO : Epoch 1677 | loss: 0.0312147 | val_loss: 0.0312124 | Time: 1614.14 ms [2021-09-28 17:18:11 main:574] : INFO : Epoch 1678 | loss: 0.0312138 | val_loss: 0.0312117 | Time: 1472.32 ms [2021-09-28 17:18:13 main:574] : INFO : Epoch 1679 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 1313.23 ms [2021-09-28 17:18:15 main:574] : INFO : Epoch 1680 | loss: 0.0312116 | val_loss: 0.03121 | Time: 1647.09 ms [2021-09-28 17:18:16 main:574] : INFO : Epoch 1681 | loss: 0.0312106 | val_loss: 0.0312096 | Time: 1381.37 ms [2021-09-28 17:18:17 main:574] : INFO : Epoch 1682 | loss: 0.031211 | val_loss: 0.0312092 | Time: 1407.28 ms [2021-09-28 17:18:19 main:574] : INFO : Epoch 1683 | loss: 0.0312097 | val_loss: 0.0312088 | Time: 1620.61 ms [2021-09-28 17:18:20 main:574] : INFO : Epoch 1684 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 1257.48 ms [2021-09-28 17:18:22 main:574] : INFO : Epoch 1685 | loss: 0.0312096 | val_loss: 0.0312088 | Time: 1671.41 ms [2021-09-28 17:18:24 main:574] : INFO : Epoch 1686 | loss: 0.0312088 | val_loss: 0.0312087 | Time: 1466.42 ms [2021-09-28 17:18:25 main:574] : INFO : Epoch 1687 | loss: 0.031209 | val_loss: 0.0312109 | Time: 1531.76 ms [2021-09-28 17:18:27 main:574] : INFO : Epoch 1688 | loss: 0.0312094 | val_loss: 0.0312075 | Time: 1578.32 ms [2021-09-28 17:18:28 main:574] : INFO : Epoch 1689 | loss: 0.0312074 | val_loss: 0.031207 | Time: 1302.16 ms [2021-09-28 17:18:30 main:574] : INFO : Epoch 1690 | loss: 0.0312065 | val_loss: 0.0312065 | Time: 1556.85 ms [2021-09-28 17:18:31 main:574] : INFO : Epoch 1691 | loss: 0.0312066 | val_loss: 0.0312067 | Time: 1543.43 ms [2021-09-28 17:18:33 main:574] : INFO : Epoch 1692 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1284.7 ms [2021-09-28 17:18:34 main:574] : INFO : Epoch 1693 | loss: 0.031206 | val_loss: 0.0312056 | Time: 1690.81 ms [2021-09-28 17:18:36 main:574] : INFO : Epoch 1694 | loss: 0.0312064 | val_loss: 0.0312068 | Time: 1382.01 ms [2021-09-28 17:18:37 main:574] : INFO : Epoch 1695 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 1438.27 ms [2021-09-28 17:18:39 main:574] : INFO : Epoch 1696 | loss: 0.0312058 | val_loss: 0.0312051 | Time: 1639.06 ms [2021-09-28 17:18:40 main:574] : INFO : Epoch 1697 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1275.66 ms [2021-09-28 17:18:42 main:574] : INFO : Epoch 1698 | loss: 0.0312046 | val_loss: 0.0312055 | Time: 1550.38 ms [2021-09-28 17:18:44 main:574] : INFO : Epoch 1699 | loss: 0.0312063 | val_loss: 0.0312055 | Time: 1593.66 ms [2021-09-28 17:18:45 main:574] : INFO : Epoch 1700 | loss: 0.0312054 | val_loss: 0.031205 | Time: 1301.24 ms [2021-09-28 17:18:47 main:574] : INFO : Epoch 1701 | loss: 0.0312044 | val_loss: 0.0312042 | Time: 1649.34 ms [2021-09-28 17:18:48 main:574] : INFO : Epoch 1702 | loss: 0.031205 | val_loss: 0.0312047 | Time: 1374.07 ms [2021-09-28 17:18:50 main:574] : INFO : Epoch 1703 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 1483.15 ms [2021-09-28 17:18:51 main:574] : INFO : Epoch 1704 | loss: 0.0312046 | val_loss: 0.0312045 | Time: 1630.58 ms [2021-09-28 17:18:53 main:574] : INFO : Epoch 1705 | loss: 0.0312041 | val_loss: 0.0312047 | Time: 1249.65 ms [2021-09-28 17:18:54 main:574] : INFO : Epoch 1706 | loss: 0.0312037 | val_loss: 0.031204 | Time: 1659.83 ms [2021-09-28 17:18:56 main:574] : INFO : Epoch 1707 | loss: 0.0312034 | val_loss: 0.0312045 | Time: 1519.07 ms [2021-09-28 17:18:57 main:574] : INFO : Epoch 1708 | loss: 0.0312046 | val_loss: 0.0312041 | Time: 1338.55 ms [2021-09-28 17:18:59 main:574] : INFO : Epoch 1709 | loss: 0.0312039 | val_loss: 0.0312111 | Time: 1687.18 ms [2021-09-28 17:19:00 main:574] : INFO : Epoch 1710 | loss: 0.0312036 | val_loss: 0.0312041 | Time: 1329.4 ms [2021-09-28 17:19:02 main:574] : INFO : Epoch 1711 | loss: 0.0312031 | val_loss: 0.0312033 | Time: 1497.13 ms [2021-09-28 17:19:03 main:574] : INFO : Epoch 1712 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 1598.32 ms [2021-09-28 17:19:05 main:574] : INFO : Epoch 1713 | loss: 0.0312028 | val_loss: 0.0312027 | Time: 1253.43 ms [2021-09-28 17:19:06 main:574] : INFO : Epoch 1714 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 1635.22 ms [2021-09-28 17:19:08 main:574] : INFO : Epoch 1715 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 1473.08 ms [2021-09-28 17:19:09 main:574] : INFO : Epoch 1716 | loss: 0.0312027 | val_loss: 0.0312035 | Time: 1347.47 ms [2021-09-28 17:19:11 main:574] : INFO : Epoch 1717 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 1682.6 ms [2021-09-28 17:19:12 main:574] : INFO : Epoch 1718 | loss: 0.031202 | val_loss: 0.031205 | Time: 1280.38 ms [2021-09-28 17:19:14 main:574] : INFO : Epoch 1719 | loss: 0.031203 | val_loss: 0.0312048 | Time: 1598.97 ms [2021-09-28 17:19:16 main:574] : INFO : Epoch 1720 | loss: 0.0312031 | val_loss: 0.0312028 | Time: 1592.62 ms [2021-09-28 17:19:17 main:574] : INFO : Epoch 1721 | loss: 0.0312016 | val_loss: 0.0312029 | Time: 1370.24 ms [2021-09-28 17:19:19 main:574] : INFO : Epoch 1722 | loss: 0.0312019 | val_loss: 0.0312036 | Time: 1615.83 ms [2021-09-28 17:19:20 main:574] : INFO : Epoch 1723 | loss: 0.031202 | val_loss: 0.0312031 | Time: 1429.19 ms [2021-09-28 17:19:22 main:574] : INFO : Epoch 1724 | loss: 0.0312017 | val_loss: 0.031203 | Time: 1490.69 ms [2021-09-28 17:19:23 main:574] : INFO : Epoch 1725 | loss: 0.0312017 | val_loss: 0.0312024 | Time: 1656.25 ms [2021-09-28 17:19:25 main:574] : INFO : Epoch 1726 | loss: 0.0312011 | val_loss: 0.0312036 | Time: 1241.69 ms [2021-09-28 17:19:26 main:574] : INFO : Epoch 1727 | loss: 0.031201 | val_loss: 0.0312028 | Time: 1580 ms [2021-09-28 17:19:28 main:574] : INFO : Epoch 1728 | loss: 0.0312008 | val_loss: 0.0312026 | Time: 1496.79 ms [2021-09-28 17:19:29 main:574] : INFO : Epoch 1729 | loss: 0.0312008 | val_loss: 0.0312027 | Time: 1313.34 ms [2021-09-28 17:19:31 main:574] : INFO : Epoch 1730 | loss: 0.0312013 | val_loss: 0.0312048 | Time: 1551.5 ms [2021-09-28 17:19:32 main:574] : INFO : Epoch 1731 | loss: 0.0312009 | val_loss: 0.0312039 | Time: 1445.22 ms [2021-09-28 17:19:34 main:574] : INFO : Epoch 1732 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 1422.12 ms [2021-09-28 17:19:35 main:574] : INFO : Epoch 1733 | loss: 0.0312 | val_loss: 0.0312028 | Time: 1682.38 ms [2021-09-28 17:19:37 main:574] : INFO : Epoch 1734 | loss: 0.0312 | val_loss: 0.031202 | Time: 1322.62 ms [2021-09-28 17:19:39 main:574] : INFO : Epoch 1735 | loss: 0.0311995 | val_loss: 0.0312016 | Time: 1711.85 ms [2021-09-28 17:19:40 main:574] : INFO : Epoch 1736 | loss: 0.0312008 | val_loss: 0.0312025 | Time: 1475.93 ms [2021-09-28 17:19:41 main:574] : INFO : Epoch 1737 | loss: 0.0311999 | val_loss: 0.0312023 | Time: 1393.08 ms [2021-09-28 17:19:43 main:574] : INFO : Epoch 1738 | loss: 0.0311995 | val_loss: 0.0312013 | Time: 1708.93 ms [2021-09-28 17:19:45 main:574] : INFO : Epoch 1739 | loss: 0.0311992 | val_loss: 0.0312017 | Time: 1326.76 ms [2021-09-28 17:19:46 main:574] : INFO : Epoch 1740 | loss: 0.0311991 | val_loss: 0.0312011 | Time: 1541.93 ms [2021-09-28 17:19:48 main:574] : INFO : Epoch 1741 | loss: 0.0311993 | val_loss: 0.0312017 | Time: 1557.46 ms [2021-09-28 17:19:49 main:574] : INFO : Epoch 1742 | loss: 0.0311988 | val_loss: 0.0312022 | Time: 1299.42 ms [2021-09-28 17:19:51 main:574] : INFO : Epoch 1743 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 1638.1 ms [2021-09-28 17:19:52 main:574] : INFO : Epoch 1744 | loss: 0.031201 | val_loss: 0.0312039 | Time: 1477.47 ms [2021-09-28 17:19:54 main:574] : INFO : Epoch 1745 | loss: 0.0312005 | val_loss: 0.031203 | Time: 1422.26 ms [2021-09-28 17:19:55 main:574] : INFO : Epoch 1746 | loss: 0.0312003 | val_loss: 0.0312025 | Time: 1637.47 ms [2021-09-28 17:19:57 main:574] : INFO : Epoch 1747 | loss: 0.0312001 | val_loss: 0.0312026 | Time: 1270.23 ms [2021-09-28 17:19:58 main:574] : INFO : Epoch 1748 | loss: 0.0311985 | val_loss: 0.0312006 | Time: 1540.36 ms [2021-09-28 17:20:00 main:574] : INFO : Epoch 1749 | loss: 0.031198 | val_loss: 0.0312008 | Time: 1572.69 ms [2021-09-28 17:20:01 main:574] : INFO : Epoch 1750 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 1378.5 ms [2021-09-28 17:20:03 main:574] : INFO : Epoch 1751 | loss: 0.0311986 | val_loss: 0.0312014 | Time: 1707.62 ms [2021-09-28 17:20:04 main:574] : INFO : Epoch 1752 | loss: 0.0311984 | val_loss: 0.0312004 | Time: 1321.17 ms [2021-09-28 17:20:06 main:574] : INFO : Epoch 1753 | loss: 0.0311974 | val_loss: 0.0312012 | Time: 1605.21 ms [2021-09-28 17:20:08 main:574] : INFO : Epoch 1754 | loss: 0.0311977 | val_loss: 0.0312008 | Time: 1608.67 ms [2021-09-28 17:20:09 main:574] : INFO : Epoch 1755 | loss: 0.0311982 | val_loss: 0.0312003 | Time: 1373.47 ms [2021-09-28 17:20:11 main:574] : INFO : Epoch 1756 | loss: 0.0311983 | val_loss: 0.0312004 | Time: 1635.05 ms [2021-09-28 17:20:12 main:574] : INFO : Epoch 1757 | loss: 0.0311979 | val_loss: 0.0312 | Time: 1395.15 ms [2021-09-28 17:20:14 main:574] : INFO : Epoch 1758 | loss: 0.0311972 | val_loss: 0.0312 | Time: 1471.78 ms [2021-09-28 17:20:15 main:574] : INFO : Epoch 1759 | loss: 0.0311973 | val_loss: 0.0312016 | Time: 1646.61 ms [2021-09-28 17:20:17 main:574] : INFO : Epoch 1760 | loss: 0.0311981 | val_loss: 0.031203 | Time: 1233.39 ms [2021-09-28 17:20:18 main:574] : INFO : Epoch 1761 | loss: 0.0311984 | val_loss: 0.0312012 | Time: 1566.13 ms [2021-09-28 17:20:20 main:574] : INFO : Epoch 1762 | loss: 0.0311982 | val_loss: 0.0312014 | Time: 1563 ms [2021-09-28 17:20:21 main:574] : INFO : Epoch 1763 | loss: 0.0311986 | val_loss: 0.0312033 | Time: 1354.54 ms [2021-09-28 17:20:23 main:574] : INFO : Epoch 1764 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 1763.31 ms [2021-09-28 17:20:25 main:574] : INFO : Epoch 1765 | loss: 0.0311988 | val_loss: 0.0312323 | Time: 1345.36 ms [2021-09-28 17:20:26 main:574] : INFO : Epoch 1766 | loss: 0.0312008 | val_loss: 0.0312197 | Time: 1549.5 ms [2021-09-28 17:20:28 main:574] : INFO : Epoch 1767 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 1618.87 ms [2021-09-28 17:20:29 main:574] : INFO : Epoch 1768 | loss: 0.0311999 | val_loss: 0.0312059 | Time: 1241.22 ms [2021-09-28 17:20:31 main:574] : INFO : Epoch 1769 | loss: 0.0311994 | val_loss: 0.0312006 | Time: 1620.94 ms [2021-09-28 17:20:32 main:574] : INFO : Epoch 1770 | loss: 0.0311992 | val_loss: 0.0312027 | Time: 1548.43 ms [2021-09-28 17:20:34 main:574] : INFO : Epoch 1771 | loss: 0.0311988 | val_loss: 0.031202 | Time: 1441.47 ms [2021-09-28 17:20:35 main:574] : INFO : Epoch 1772 | loss: 0.0311975 | val_loss: 0.0312001 | Time: 1629.97 ms [2021-09-28 17:20:37 main:574] : INFO : Epoch 1773 | loss: 0.0311974 | val_loss: 0.0312006 | Time: 1307.88 ms [2021-09-28 17:20:38 main:574] : INFO : Epoch 1774 | loss: 0.0311981 | val_loss: 0.0311978 | Time: 1572.62 ms [2021-09-28 17:20:40 main:574] : INFO : Epoch 1775 | loss: 0.0311979 | val_loss: 0.0311982 | Time: 1554.11 ms [2021-09-28 17:20:41 main:574] : INFO : Epoch 1776 | loss: 0.0311982 | val_loss: 0.0311979 | Time: 1329.91 ms [2021-09-28 17:20:43 main:574] : INFO : Epoch 1777 | loss: 0.0311972 | val_loss: 0.0312002 | Time: 1623.74 ms [2021-09-28 17:20:44 main:574] : INFO : Epoch 1778 | loss: 0.0311977 | val_loss: 0.0312001 | Time: 1386.68 ms [2021-09-28 17:20:46 main:574] : INFO : Epoch 1779 | loss: 0.0311996 | val_loss: 0.0312012 | Time: 1418.95 ms [2021-09-28 17:20:48 main:574] : INFO : Epoch 1780 | loss: 0.0311974 | val_loss: 0.0311981 | Time: 1627.68 ms [2021-09-28 17:20:49 main:574] : INFO : Epoch 1781 | loss: 0.0311967 | val_loss: 0.0311987 | Time: 1281.26 ms [2021-09-28 17:20:51 main:574] : INFO : Epoch 1782 | loss: 0.0311966 | val_loss: 0.0311978 | Time: 1538.13 ms [2021-09-28 17:20:52 main:574] : INFO : Epoch 1783 | loss: 0.031196 | val_loss: 0.0311975 | Time: 1517.61 ms [2021-09-28 17:20:54 main:574] : INFO : Epoch 1784 | loss: 0.0311954 | val_loss: 0.031198 | Time: 1364.13 ms [2021-09-28 17:20:55 main:574] : INFO : Epoch 1785 | loss: 0.0311951 | val_loss: 0.0312007 | Time: 1664.82 ms [2021-09-28 17:20:57 main:574] : INFO : Epoch 1786 | loss: 0.0311963 | val_loss: 0.0311983 | Time: 1347.38 ms [2021-09-28 17:20:58 main:574] : INFO : Epoch 1787 | loss: 0.0311967 | val_loss: 0.0311972 | Time: 1442.83 ms [2021-09-28 17:21:00 main:574] : INFO : Epoch 1788 | loss: 0.0311961 | val_loss: 0.0311979 | Time: 1644.06 ms [2021-09-28 17:21:01 main:574] : INFO : Epoch 1789 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 1341.86 ms [2021-09-28 17:21:03 main:574] : INFO : Epoch 1790 | loss: 0.031195 | val_loss: 0.031198 | Time: 1698.89 ms [2021-09-28 17:21:04 main:574] : INFO : Epoch 1791 | loss: 0.0311949 | val_loss: 0.0311979 | Time: 1534.21 ms [2021-09-28 17:21:06 main:574] : INFO : Epoch 1792 | loss: 0.0311951 | val_loss: 0.031199 | Time: 1431.7 ms [2021-09-28 17:21:08 main:574] : INFO : Epoch 1793 | loss: 0.031195 | val_loss: 0.0312002 | Time: 1646.97 ms [2021-09-28 17:21:09 main:574] : INFO : Epoch 1794 | loss: 0.0311943 | val_loss: 0.0311976 | Time: 1279.2 ms [2021-09-28 17:21:11 main:574] : INFO : Epoch 1795 | loss: 0.0311943 | val_loss: 0.0312009 | Time: 1621.14 ms [2021-09-28 17:21:12 main:574] : INFO : Epoch 1796 | loss: 0.0311965 | val_loss: 0.031199 | Time: 1536.67 ms [2021-09-28 17:21:14 main:574] : INFO : Epoch 1797 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 1337.43 ms [2021-09-28 17:21:15 main:574] : INFO : Epoch 1798 | loss: 0.0311942 | val_loss: 0.0311981 | Time: 1684.26 ms [2021-09-28 17:21:17 main:574] : INFO : Epoch 1799 | loss: 0.0311934 | val_loss: 0.0311975 | Time: 1339.02 ms [2021-09-28 17:21:18 main:574] : INFO : Epoch 1800 | loss: 0.031194 | val_loss: 0.0311989 | Time: 1537.55 ms [2021-09-28 17:21:20 main:574] : INFO : Epoch 1801 | loss: 0.0311957 | val_loss: 0.0311983 | Time: 1648.5 ms [2021-09-28 17:21:21 main:574] : INFO : Epoch 1802 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 1316.31 ms [2021-09-28 17:21:23 main:574] : INFO : Epoch 1803 | loss: 0.0311943 | val_loss: 0.0312019 | Time: 1763.03 ms [2021-09-28 17:21:25 main:574] : INFO : Epoch 1804 | loss: 0.0311947 | val_loss: 0.0312027 | Time: 1436.79 ms [2021-09-28 17:21:26 main:574] : INFO : Epoch 1805 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 1460.53 ms [2021-09-28 17:21:28 main:574] : INFO : Epoch 1806 | loss: 0.0311939 | val_loss: 0.0311991 | Time: 1704.63 ms [2021-09-28 17:21:29 main:574] : INFO : Epoch 1807 | loss: 0.0311945 | val_loss: 0.0311988 | Time: 1252.17 ms [2021-09-28 17:21:31 main:574] : INFO : Epoch 1808 | loss: 0.0311956 | val_loss: 0.0311994 | Time: 1581.24 ms [2021-09-28 17:21:32 main:574] : INFO : Epoch 1809 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 1509.05 ms [2021-09-28 17:21:34 main:574] : INFO : Epoch 1810 | loss: 0.0311951 | val_loss: 0.031202 | Time: 1320.17 ms [2021-09-28 17:21:35 main:574] : INFO : Epoch 1811 | loss: 0.0311949 | val_loss: 0.0311986 | Time: 1658.86 ms [2021-09-28 17:21:37 main:574] : INFO : Epoch 1812 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 1349.41 ms [2021-09-28 17:21:39 main:574] : INFO : Epoch 1813 | loss: 0.0311929 | val_loss: 0.0311976 | Time: 1539.03 ms [2021-09-28 17:21:40 main:574] : INFO : Epoch 1814 | loss: 0.0311934 | val_loss: 0.0311992 | Time: 1586.41 ms [2021-09-28 17:21:41 main:574] : INFO : Epoch 1815 | loss: 0.031193 | val_loss: 0.0311992 | Time: 1259.94 ms [2021-09-28 17:21:43 main:574] : INFO : Epoch 1816 | loss: 0.0311935 | val_loss: 0.0311984 | Time: 1633.18 ms [2021-09-28 17:21:45 main:574] : INFO : Epoch 1817 | loss: 0.0311942 | val_loss: 0.0311985 | Time: 1407.85 ms [2021-09-28 17:21:46 main:574] : INFO : Epoch 1818 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 1463.21 ms [2021-09-28 17:21:48 main:574] : INFO : Epoch 1819 | loss: 0.0311928 | val_loss: 0.031198 | Time: 1619.38 ms [2021-09-28 17:21:49 main:574] : INFO : Epoch 1820 | loss: 0.0311938 | val_loss: 0.0312019 | Time: 1298.2 ms [2021-09-28 17:21:51 main:574] : INFO : Epoch 1821 | loss: 0.031196 | val_loss: 0.0312011 | Time: 1574.32 ms [2021-09-28 17:21:52 main:574] : INFO : Epoch 1822 | loss: 0.0311959 | val_loss: 0.0312051 | Time: 1520.71 ms [2021-09-28 17:21:54 main:574] : INFO : Epoch 1823 | loss: 0.0311961 | val_loss: 0.0312128 | Time: 1328.82 ms [2021-09-28 17:21:55 main:574] : INFO : Epoch 1824 | loss: 0.0311964 | val_loss: 0.0312092 | Time: 1657.12 ms [2021-09-28 17:21:57 main:574] : INFO : Epoch 1825 | loss: 0.0311982 | val_loss: 0.0312022 | Time: 1358.33 ms [2021-09-28 17:21:58 main:574] : INFO : Epoch 1826 | loss: 0.0311951 | val_loss: 0.0312071 | Time: 1466.84 ms [2021-09-28 17:22:00 main:574] : INFO : Epoch 1827 | loss: 0.031194 | val_loss: 0.0312077 | Time: 1610.07 ms [2021-09-28 17:22:01 main:574] : INFO : Epoch 1828 | loss: 0.0311944 | val_loss: 0.0312075 | Time: 1286.98 ms [2021-09-28 17:22:03 main:574] : INFO : Epoch 1829 | loss: 0.0311941 | val_loss: 0.0312092 | Time: 1714.18 ms [2021-09-28 17:22:05 main:574] : INFO : Epoch 1830 | loss: 0.0311939 | val_loss: 0.0312047 | Time: 1441.13 ms [2021-09-28 17:22:06 main:574] : INFO : Epoch 1831 | loss: 0.0311943 | val_loss: 0.0312007 | Time: 1401.3 ms [2021-09-28 17:22:08 main:574] : INFO : Epoch 1832 | loss: 0.031197 | val_loss: 0.0312054 | Time: 1678.53 ms [2021-09-28 17:22:09 main:574] : INFO : Epoch 1833 | loss: 0.0311961 | val_loss: 0.0312062 | Time: 1304.63 ms [2021-09-28 17:22:11 main:574] : INFO : Epoch 1834 | loss: 0.031197 | val_loss: 0.0312065 | Time: 1565.88 ms [2021-09-28 17:22:12 main:574] : INFO : Epoch 1835 | loss: 0.0311967 | val_loss: 0.0312067 | Time: 1567.7 ms [2021-09-28 17:22:14 main:574] : INFO : Epoch 1836 | loss: 0.0311946 | val_loss: 0.0312033 | Time: 1306.88 ms [2021-09-28 17:22:15 main:574] : INFO : Epoch 1837 | loss: 0.0311934 | val_loss: 0.0312081 | Time: 1662 ms [2021-09-28 17:22:17 main:574] : INFO : Epoch 1838 | loss: 0.0311952 | val_loss: 0.0312081 | Time: 1454.07 ms [2021-09-28 17:22:18 main:574] : INFO : Epoch 1839 | loss: 0.0311965 | val_loss: 0.0312035 | Time: 1428.16 ms [2021-09-28 17:22:20 main:574] : INFO : Epoch 1840 | loss: 0.0311932 | val_loss: 0.0312042 | Time: 1672.44 ms [2021-09-28 17:22:21 main:574] : INFO : Epoch 1841 | loss: 0.0312059 | val_loss: 0.0312118 | Time: 1265.17 ms [2021-09-28 17:22:23 main:574] : INFO : Epoch 1842 | loss: 0.0312152 | val_loss: 0.0312122 | Time: 1580.49 ms [2021-09-28 17:22:25 main:574] : INFO : Epoch 1843 | loss: 0.0312148 | val_loss: 0.0312122 | Time: 1530.16 ms [2021-09-28 17:22:26 main:574] : INFO : Epoch 1844 | loss: 0.0312149 | val_loss: 0.0312333 | Time: 1334.95 ms [2021-09-28 17:22:28 main:574] : INFO : Epoch 1845 | loss: 0.0312222 | val_loss: 0.0312136 | Time: 1673.82 ms [2021-09-28 17:22:29 main:574] : INFO : Epoch 1846 | loss: 0.0312209 | val_loss: 0.0312195 | Time: 1412.17 ms [2021-09-28 17:22:31 main:574] : INFO : Epoch 1847 | loss: 0.0312249 | val_loss: 0.0312178 | Time: 1504.74 ms [2021-09-28 17:22:32 main:574] : INFO : Epoch 1848 | loss: 0.0312244 | val_loss: 0.0312197 | Time: 1597.48 ms [2021-09-28 17:22:34 main:574] : INFO : Epoch 1849 | loss: 0.0312237 | val_loss: 0.0312161 | Time: 1284.01 ms [2021-09-28 17:22:35 main:574] : INFO : Epoch 1850 | loss: 0.0312208 | val_loss: 0.0312149 | Time: 1592.98 ms [2021-09-28 17:22:37 main:574] : INFO : Epoch 1851 | loss: 0.03122 | val_loss: 0.0312166 | Time: 1414.74 ms [2021-09-28 17:22:38 main:574] : INFO : Epoch 1852 | loss: 0.0312205 | val_loss: 0.0312153 | Time: 1498.85 ms [2021-09-28 17:22:40 main:574] : INFO : Epoch 1853 | loss: 0.0312201 | val_loss: 0.031218 | Time: 1663.06 ms [2021-09-28 17:22:41 main:574] : INFO : Epoch 1854 | loss: 0.0312199 | val_loss: 0.0312142 | Time: 1254.86 ms [2021-09-28 17:22:43 main:574] : INFO : Epoch 1855 | loss: 0.0312188 | val_loss: 0.0312154 | Time: 1593.18 ms [2021-09-28 17:22:44 main:574] : INFO : Epoch 1856 | loss: 0.0312188 | val_loss: 0.0312132 | Time: 1526.46 ms [2021-09-28 17:22:46 main:574] : INFO : Epoch 1857 | loss: 0.0312181 | val_loss: 0.0312132 | Time: 1304.76 ms [2021-09-28 17:22:48 main:574] : INFO : Epoch 1858 | loss: 0.0312177 | val_loss: 0.0312147 | Time: 1671.66 ms [2021-09-28 17:22:49 main:574] : INFO : Epoch 1859 | loss: 0.0312169 | val_loss: 0.0312138 | Time: 1416.25 ms [2021-09-28 17:22:51 main:574] : INFO : Epoch 1860 | loss: 0.0312166 | val_loss: 0.0312133 | Time: 1480.94 ms [2021-09-28 17:22:52 main:574] : INFO : Epoch 1861 | loss: 0.0312163 | val_loss: 0.031212 | Time: 1667.2 ms [2021-09-28 17:22:54 main:574] : INFO : Epoch 1862 | loss: 0.0312163 | val_loss: 0.0312119 | Time: 1271.97 ms [2021-09-28 17:22:55 main:574] : INFO : Epoch 1863 | loss: 0.0312172 | val_loss: 0.0312116 | Time: 1682.53 ms [2021-09-28 17:22:57 main:574] : INFO : Epoch 1864 | loss: 0.0312167 | val_loss: 0.0312135 | Time: 1420.7 ms [2021-09-28 17:22:58 main:574] : INFO : Epoch 1865 | loss: 0.0312173 | val_loss: 0.0312109 | Time: 1373.8 ms [2021-09-28 17:23:00 main:574] : INFO : Epoch 1866 | loss: 0.0312155 | val_loss: 0.0312121 | Time: 1651.9 ms [2021-09-28 17:23:01 main:574] : INFO : Epoch 1867 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 1291.69 ms [2021-09-28 17:23:03 main:574] : INFO : Epoch 1868 | loss: 0.0312165 | val_loss: 0.0312133 | Time: 1576.27 ms [2021-09-28 17:23:04 main:574] : INFO : Epoch 1869 | loss: 0.0312161 | val_loss: 0.031211 | Time: 1605.44 ms [2021-09-28 17:23:06 main:574] : INFO : Epoch 1870 | loss: 0.0312145 | val_loss: 0.0312103 | Time: 1259.46 ms [2021-09-28 17:23:08 main:574] : INFO : Epoch 1871 | loss: 0.0312145 | val_loss: 0.0312113 | Time: 1730.85 ms [2021-09-28 17:23:09 main:574] : INFO : Epoch 1872 | loss: 0.0312158 | val_loss: 0.0312122 | Time: 1498.76 ms [2021-09-28 17:23:10 main:574] : INFO : Epoch 1873 | loss: 0.0312144 | val_loss: 0.0312099 | Time: 1384.51 ms [2021-09-28 17:23:12 main:574] : INFO : Epoch 1874 | loss: 0.0312148 | val_loss: 0.0312118 | Time: 1630.49 ms [2021-09-28 17:23:14 main:574] : INFO : Epoch 1875 | loss: 0.031214 | val_loss: 0.0312108 | Time: 1330.17 ms [2021-09-28 17:23:15 main:574] : INFO : Epoch 1876 | loss: 0.0312144 | val_loss: 0.0312144 | Time: 1646.05 ms [2021-09-28 17:23:17 main:574] : INFO : Epoch 1877 | loss: 0.0312168 | val_loss: 0.0312144 | Time: 1533.51 ms [2021-09-28 17:23:18 main:574] : INFO : Epoch 1878 | loss: 0.0312149 | val_loss: 0.0312102 | Time: 1421.31 ms [2021-09-28 17:23:20 main:574] : INFO : Epoch 1879 | loss: 0.0312149 | val_loss: 0.0312135 | Time: 1662.65 ms [2021-09-28 17:23:22 main:574] : INFO : Epoch 1880 | loss: 0.0312137 | val_loss: 0.0312098 | Time: 1339.08 ms [2021-09-28 17:23:23 main:574] : INFO : Epoch 1881 | loss: 0.0312129 | val_loss: 0.0312112 | Time: 1613.72 ms [2021-09-28 17:23:25 main:574] : INFO : Epoch 1882 | loss: 0.0312127 | val_loss: 0.0312103 | Time: 1478.36 ms [2021-09-28 17:23:26 main:574] : INFO : Epoch 1883 | loss: 0.0312124 | val_loss: 0.0312095 | Time: 1269.62 ms [2021-09-28 17:23:28 main:574] : INFO : Epoch 1884 | loss: 0.0312134 | val_loss: 0.0312101 | Time: 1678.33 ms [2021-09-28 17:23:29 main:574] : INFO : Epoch 1885 | loss: 0.031212 | val_loss: 0.031209 | Time: 1360.11 ms [2021-09-28 17:23:31 main:574] : INFO : Epoch 1886 | loss: 0.0312113 | val_loss: 0.0312093 | Time: 1450.64 ms [2021-09-28 17:23:32 main:574] : INFO : Epoch 1887 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 1689.38 ms [2021-09-28 17:23:34 main:574] : INFO : Epoch 1888 | loss: 0.0312116 | val_loss: 0.0312079 | Time: 1287.01 ms [2021-09-28 17:23:35 main:574] : INFO : Epoch 1889 | loss: 0.0312108 | val_loss: 0.031211 | Time: 1571.76 ms [2021-09-28 17:23:37 main:574] : INFO : Epoch 1890 | loss: 0.0312113 | val_loss: 0.0312084 | Time: 1509.13 ms [2021-09-28 17:23:38 main:574] : INFO : Epoch 1891 | loss: 0.0312111 | val_loss: 0.0312091 | Time: 1368.02 ms [2021-09-28 17:23:40 main:574] : INFO : Epoch 1892 | loss: 0.0312099 | val_loss: 0.031208 | Time: 1682.49 ms [2021-09-28 17:23:41 main:574] : INFO : Epoch 1893 | loss: 0.03121 | val_loss: 0.0312107 | Time: 1328.64 ms [2021-09-28 17:23:43 main:574] : INFO : Epoch 1894 | loss: 0.0312104 | val_loss: 0.0312079 | Time: 1491.14 ms [2021-09-28 17:23:45 main:574] : INFO : Epoch 1895 | loss: 0.0312102 | val_loss: 0.0312091 | Time: 1689.59 ms [2021-09-28 17:23:46 main:574] : INFO : Epoch 1896 | loss: 0.0312107 | val_loss: 0.0312089 | Time: 1256.82 ms [2021-09-28 17:23:48 main:574] : INFO : Epoch 1897 | loss: 0.0312097 | val_loss: 0.0312084 | Time: 1642.7 ms [2021-09-28 17:23:49 main:574] : INFO : Epoch 1898 | loss: 0.0312107 | val_loss: 0.03121 | Time: 1428.16 ms [2021-09-28 17:23:50 main:574] : INFO : Epoch 1899 | loss: 0.0312117 | val_loss: 0.0312079 | Time: 1431.41 ms [2021-09-28 17:23:52 main:574] : INFO : Epoch 1900 | loss: 0.0312105 | val_loss: 0.0312116 | Time: 1643.94 ms [2021-09-28 17:23:53 main:574] : INFO : Epoch 1901 | loss: 0.0312119 | val_loss: 0.0312107 | Time: 1298.72 ms [2021-09-28 17:23:55 main:574] : INFO : Epoch 1902 | loss: 0.0312103 | val_loss: 0.0312082 | Time: 1550.05 ms [2021-09-28 17:23:57 main:574] : INFO : Epoch 1903 | loss: 0.0312125 | val_loss: 0.0312077 | Time: 1600.12 ms [2021-09-28 17:23:58 main:574] : INFO : Epoch 1904 | loss: 0.031209 | val_loss: 0.0312074 | Time: 1295.2 ms [2021-09-28 17:24:00 main:574] : INFO : Epoch 1905 | loss: 0.0312085 | val_loss: 0.0312073 | Time: 1739.9 ms [2021-09-28 17:24:01 main:574] : INFO : Epoch 1906 | loss: 0.0312087 | val_loss: 0.0312094 | Time: 1426.67 ms [2021-09-28 17:24:03 main:574] : INFO : Epoch 1907 | loss: 0.0312098 | val_loss: 0.0312124 | Time: 1491.35 ms [2021-09-28 17:24:05 main:574] : INFO : Epoch 1908 | loss: 0.0312099 | val_loss: 0.0312079 | Time: 1641.73 ms [2021-09-28 17:24:06 main:574] : INFO : Epoch 1909 | loss: 0.0312099 | val_loss: 0.0312091 | Time: 1276.14 ms [2021-09-28 17:24:08 main:574] : INFO : Epoch 1910 | loss: 0.0312103 | val_loss: 0.0312089 | Time: 1618.02 ms [2021-09-28 17:24:09 main:574] : INFO : Epoch 1911 | loss: 0.0312103 | val_loss: 0.0312139 | Time: 1556.08 ms [2021-09-28 17:24:11 main:574] : INFO : Epoch 1912 | loss: 0.0312149 | val_loss: 0.0312188 | Time: 1403.18 ms [2021-09-28 17:24:12 main:574] : INFO : Epoch 1913 | loss: 0.031212 | val_loss: 0.0312115 | Time: 1656.07 ms [2021-09-28 17:24:14 main:574] : INFO : Epoch 1914 | loss: 0.0312159 | val_loss: 0.0312126 | Time: 1366.76 ms [2021-09-28 17:24:15 main:574] : INFO : Epoch 1915 | loss: 0.0312144 | val_loss: 0.0312094 | Time: 1554.23 ms [2021-09-28 17:24:17 main:574] : INFO : Epoch 1916 | loss: 0.0312131 | val_loss: 0.0312132 | Time: 1618.59 ms [2021-09-28 17:24:18 main:574] : INFO : Epoch 1917 | loss: 0.0312131 | val_loss: 0.0312088 | Time: 1378.32 ms [2021-09-28 17:24:20 main:574] : INFO : Epoch 1918 | loss: 0.0312136 | val_loss: 0.0312148 | Time: 1672.7 ms [2021-09-28 17:24:21 main:574] : INFO : Epoch 1919 | loss: 0.0312123 | val_loss: 0.031208 | Time: 1282.29 ms [2021-09-28 17:24:23 main:574] : INFO : Epoch 1920 | loss: 0.0312142 | val_loss: 0.0312088 | Time: 1547.58 ms [2021-09-28 17:24:25 main:574] : INFO : Epoch 1921 | loss: 0.031215 | val_loss: 0.0312084 | Time: 1614.53 ms [2021-09-28 17:24:26 main:574] : INFO : Epoch 1922 | loss: 0.0312108 | val_loss: 0.0312074 | Time: 1293.35 ms [2021-09-28 17:24:28 main:574] : INFO : Epoch 1923 | loss: 0.0312102 | val_loss: 0.0312061 | Time: 1698.62 ms [2021-09-28 17:24:29 main:574] : INFO : Epoch 1924 | loss: 0.0312101 | val_loss: 0.0312071 | Time: 1498.56 ms [2021-09-28 17:24:31 main:574] : INFO : Epoch 1925 | loss: 0.0312109 | val_loss: 0.0312101 | Time: 1410.37 ms [2021-09-28 17:24:32 main:574] : INFO : Epoch 1926 | loss: 0.031212 | val_loss: 0.0312135 | Time: 1654.92 ms [2021-09-28 17:24:34 main:574] : INFO : Epoch 1927 | loss: 0.0312115 | val_loss: 0.031207 | Time: 1334.76 ms [2021-09-28 17:24:35 main:574] : INFO : Epoch 1928 | loss: 0.0312108 | val_loss: 0.031207 | Time: 1570.44 ms [2021-09-28 17:24:37 main:574] : INFO : Epoch 1929 | loss: 0.0312095 | val_loss: 0.0312075 | Time: 1569.9 ms [2021-09-28 17:24:38 main:574] : INFO : Epoch 1930 | loss: 0.0312093 | val_loss: 0.031209 | Time: 1297.19 ms [2021-09-28 17:24:40 main:574] : INFO : Epoch 1931 | loss: 0.0312099 | val_loss: 0.0312067 | Time: 1577.56 ms [2021-09-28 17:24:41 main:574] : INFO : Epoch 1932 | loss: 0.0312121 | val_loss: 0.0312149 | Time: 1468.65 ms [2021-09-28 17:24:43 main:574] : INFO : Epoch 1933 | loss: 0.0312098 | val_loss: 0.0312068 | Time: 1477.01 ms [2021-09-28 17:24:45 main:574] : INFO : Epoch 1934 | loss: 0.0312099 | val_loss: 0.0312068 | Time: 1592.48 ms [2021-09-28 17:24:46 main:574] : INFO : Epoch 1935 | loss: 0.0312104 | val_loss: 0.0312077 | Time: 1267.86 ms [2021-09-28 17:24:48 main:574] : INFO : Epoch 1936 | loss: 0.03121 | val_loss: 0.0312096 | Time: 1617 ms [2021-09-28 17:24:49 main:574] : INFO : Epoch 1937 | loss: 0.0312101 | val_loss: 0.0312089 | Time: 1532.13 ms [2021-09-28 17:24:50 main:574] : INFO : Epoch 1938 | loss: 0.03121 | val_loss: 0.0312084 | Time: 1318.1 ms [2021-09-28 17:24:52 main:574] : INFO : Epoch 1939 | loss: 0.0312112 | val_loss: 0.0312088 | Time: 1639.36 ms [2021-09-28 17:24:54 main:574] : INFO : Epoch 1940 | loss: 0.0312091 | val_loss: 0.031206 | Time: 1413.35 ms [2021-09-28 17:24:55 main:574] : INFO : Epoch 1941 | loss: 0.0312088 | val_loss: 0.0312068 | Time: 1512.07 ms [2021-09-28 17:24:57 main:574] : INFO : Epoch 1942 | loss: 0.0312086 | val_loss: 0.0312083 | Time: 1618.82 ms [2021-09-28 17:24:58 main:574] : INFO : Epoch 1943 | loss: 0.031209 | val_loss: 0.0312088 | Time: 1277.49 ms [2021-09-28 17:25:00 main:574] : INFO : Epoch 1944 | loss: 0.0312092 | val_loss: 0.0312068 | Time: 1665.03 ms [2021-09-28 17:25:01 main:574] : INFO : Epoch 1945 | loss: 0.031209 | val_loss: 0.0312084 | Time: 1536.01 ms [2021-09-28 17:25:03 main:574] : INFO : Epoch 1946 | loss: 0.0312107 | val_loss: 0.0312089 | Time: 1354.41 ms [2021-09-28 17:25:04 main:574] : INFO : Epoch 1947 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 1694.14 ms [2021-09-28 17:25:06 main:574] : INFO : Epoch 1948 | loss: 0.0312094 | val_loss: 0.0312083 | Time: 1275.09 ms [2021-09-28 17:25:07 main:574] : INFO : Epoch 1949 | loss: 0.0312114 | val_loss: 0.0312107 | Time: 1454.57 ms [2021-09-28 17:25:09 main:574] : INFO : Epoch 1950 | loss: 0.031209 | val_loss: 0.031207 | Time: 1560.4 ms [2021-09-28 17:25:12 main:574] : INFO : Epoch 1951 | loss: 0.0312085 | val_loss: 0.0312076 | Time: 1453.25 ms [2021-09-28 17:25:14 main:574] : INFO : Epoch 1952 | loss: 0.0312089 | val_loss: 0.0312068 | Time: 1295.46 ms [2021-09-28 17:25:15 main:574] : INFO : Epoch 1953 | loss: 0.0312077 | val_loss: 0.0312062 | Time: 1520.38 ms [2021-09-28 17:25:17 main:574] : INFO : Epoch 1954 | loss: 0.031208 | val_loss: 0.0312063 | Time: 1586.02 ms [2021-09-28 17:25:18 main:574] : INFO : Epoch 1955 | loss: 0.0312091 | val_loss: 0.0312074 | Time: 1294.67 ms [2021-09-28 17:25:20 main:574] : INFO : Epoch 1956 | loss: 0.0312083 | val_loss: 0.0312083 | Time: 1698.08 ms [2021-09-28 17:25:21 main:574] : INFO : Epoch 1957 | loss: 0.0312084 | val_loss: 0.0312074 | Time: 1395.2 ms [2021-09-28 17:25:23 main:574] : INFO : Epoch 1958 | loss: 0.0312084 | val_loss: 0.0312068 | Time: 1445.95 ms [2021-09-28 17:25:25 main:574] : INFO : Epoch 1959 | loss: 0.0312086 | val_loss: 0.0312063 | Time: 1683.03 ms [2021-09-28 17:25:26 main:574] : INFO : Epoch 1960 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 1261.56 ms [2021-09-28 17:25:28 main:574] : INFO : Epoch 1961 | loss: 0.0312084 | val_loss: 0.0312064 | Time: 1580.66 ms [2021-09-28 17:25:29 main:574] : INFO : Epoch 1962 | loss: 0.0312073 | val_loss: 0.0312064 | Time: 1514.49 ms [2021-09-28 17:25:31 main:574] : INFO : Epoch 1963 | loss: 0.0312076 | val_loss: 0.0312073 | Time: 1316.29 ms [2021-09-28 17:25:32 main:574] : INFO : Epoch 1964 | loss: 0.0312075 | val_loss: 0.0312066 | Time: 1638.2 ms [2021-09-28 17:25:34 main:574] : INFO : Epoch 1965 | loss: 0.0312071 | val_loss: 0.0312065 | Time: 1414.18 ms [2021-09-28 17:25:35 main:574] : INFO : Epoch 1966 | loss: 0.0312076 | val_loss: 0.0312084 | Time: 1529.24 ms [2021-09-28 17:25:37 main:574] : INFO : Epoch 1967 | loss: 0.0312094 | val_loss: 0.0312069 | Time: 1589.1 ms [2021-09-28 17:25:38 main:574] : INFO : Epoch 1968 | loss: 0.031208 | val_loss: 0.0312062 | Time: 1277.46 ms [2021-09-28 17:25:40 main:574] : INFO : Epoch 1969 | loss: 0.0312074 | val_loss: 0.0312064 | Time: 1641.86 ms [2021-09-28 17:25:42 main:574] : INFO : Epoch 1970 | loss: 0.031207 | val_loss: 0.0312058 | Time: 1557.49 ms [2021-09-28 17:25:43 main:574] : INFO : Epoch 1971 | loss: 0.0312071 | val_loss: 0.0312066 | Time: 1370.14 ms [2021-09-28 17:25:45 main:574] : INFO : Epoch 1972 | loss: 0.0312075 | val_loss: 0.0312063 | Time: 1685.43 ms [2021-09-28 17:25:46 main:574] : INFO : Epoch 1973 | loss: 0.0312085 | val_loss: 0.0312074 | Time: 1368.51 ms [2021-09-28 17:25:48 main:574] : INFO : Epoch 1974 | loss: 0.0312074 | val_loss: 0.0312084 | Time: 1550.37 ms [2021-09-28 17:25:49 main:574] : INFO : Epoch 1975 | loss: 0.0312079 | val_loss: 0.031206 | Time: 1514.29 ms [2021-09-28 17:25:51 main:574] : INFO : Epoch 1976 | loss: 0.031207 | val_loss: 0.0312083 | Time: 1328.8 ms [2021-09-28 17:25:52 main:574] : INFO : Epoch 1977 | loss: 0.0312071 | val_loss: 0.0312063 | Time: 1611.4 ms [2021-09-28 17:25:54 main:574] : INFO : Epoch 1978 | loss: 0.0312071 | val_loss: 0.0312075 | Time: 1367.13 ms [2021-09-28 17:25:55 main:574] : INFO : Epoch 1979 | loss: 0.0312065 | val_loss: 0.0312085 | Time: 1526.67 ms [2021-09-28 17:25:57 main:574] : INFO : Epoch 1980 | loss: 0.0312075 | val_loss: 0.031206 | Time: 1641.11 ms [2021-09-28 17:25:58 main:574] : INFO : Epoch 1981 | loss: 0.0312065 | val_loss: 0.0312077 | Time: 1277.49 ms [2021-09-28 17:26:00 main:574] : INFO : Epoch 1982 | loss: 0.031207 | val_loss: 0.0312078 | Time: 1608.07 ms [2021-09-28 17:26:01 main:574] : INFO : Epoch 1983 | loss: 0.0312078 | val_loss: 0.0312077 | Time: 1501.79 ms [2021-09-28 17:26:03 main:574] : INFO : Epoch 1984 | loss: 0.031208 | val_loss: 0.0312084 | Time: 1371.84 ms [2021-09-28 17:26:05 main:574] : INFO : Epoch 1985 | loss: 0.0312079 | val_loss: 0.0312069 | Time: 1613.44 ms [2021-09-28 17:26:06 main:574] : INFO : Epoch 1986 | loss: 0.0312077 | val_loss: 0.031208 | Time: 1359.03 ms [2021-09-28 17:26:07 main:574] : INFO : Epoch 1987 | loss: 0.031208 | val_loss: 0.0312073 | Time: 1498.24 ms [2021-09-28 17:26:09 main:574] : INFO : Epoch 1988 | loss: 0.0312087 | val_loss: 0.0312126 | Time: 1642.6 ms [2021-09-28 17:26:10 main:574] : INFO : Epoch 1989 | loss: 0.0312083 | val_loss: 0.0312068 | Time: 1301.24 ms [2021-09-28 17:26:12 main:574] : INFO : Epoch 1990 | loss: 0.0312064 | val_loss: 0.0312066 | Time: 1595.78 ms [2021-09-28 17:26:14 main:574] : INFO : Epoch 1991 | loss: 0.0312065 | val_loss: 0.031207 | Time: 1466.83 ms [2021-09-28 17:26:15 main:574] : INFO : Epoch 1992 | loss: 0.0312054 | val_loss: 0.031206 | Time: 1383.5 ms [2021-09-28 17:26:17 main:574] : INFO : Epoch 1993 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 1635.27 ms [2021-09-28 17:26:18 main:574] : INFO : Epoch 1994 | loss: 0.0312085 | val_loss: 0.0312058 | Time: 1300.46 ms [2021-09-28 17:26:20 main:574] : INFO : Epoch 1995 | loss: 0.0312063 | val_loss: 0.031205 | Time: 1618.44 ms [2021-09-28 17:26:21 main:574] : INFO : Epoch 1996 | loss: 0.0312057 | val_loss: 0.0312072 | Time: 1548.44 ms [2021-09-28 17:26:23 main:574] : INFO : Epoch 1997 | loss: 0.0312057 | val_loss: 0.0312066 | Time: 1284.22 ms [2021-09-28 17:26:24 main:574] : INFO : Epoch 1998 | loss: 0.0312076 | val_loss: 0.0312105 | Time: 1706.8 ms [2021-09-28 17:26:26 main:574] : INFO : Epoch 1999 | loss: 0.031208 | val_loss: 0.0312108 | Time: 1425.45 ms [2021-09-28 17:26:27 main:574] : INFO : Epoch 2000 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 1443.59 ms [2021-09-28 17:26:29 main:574] : INFO : Epoch 2001 | loss: 0.0312063 | val_loss: 0.0312054 | Time: 1726.55 ms [2021-09-28 17:26:30 main:574] : INFO : Epoch 2002 | loss: 0.0312055 | val_loss: 0.0312048 | Time: 1263.2 ms [2021-09-28 17:26:32 main:574] : INFO : Epoch 2003 | loss: 0.0312055 | val_loss: 0.031206 | Time: 1610.73 ms [2021-09-28 17:26:34 main:574] : INFO : Epoch 2004 | loss: 0.031205 | val_loss: 0.0312079 | Time: 1522.04 ms [2021-09-28 17:26:35 main:574] : INFO : Epoch 2005 | loss: 0.0312087 | val_loss: 0.0312067 | Time: 1352.69 ms [2021-09-28 17:26:37 main:574] : INFO : Epoch 2006 | loss: 0.0312066 | val_loss: 0.0312051 | Time: 1657.13 ms [2021-09-28 17:26:38 main:574] : INFO : Epoch 2007 | loss: 0.0312044 | val_loss: 0.0312051 | Time: 1325.04 ms [2021-09-28 17:26:40 main:574] : INFO : Epoch 2008 | loss: 0.0312057 | val_loss: 0.0312094 | Time: 1522.08 ms [2021-09-28 17:26:41 main:574] : INFO : Epoch 2009 | loss: 0.0312056 | val_loss: 0.031205 | Time: 1624.31 ms [2021-09-28 17:26:43 main:574] : INFO : Epoch 2010 | loss: 0.031205 | val_loss: 0.031206 | Time: 1282.68 ms [2021-09-28 17:26:44 main:574] : INFO : Epoch 2011 | loss: 0.0312046 | val_loss: 0.0312072 | Time: 1612.8 ms [2021-09-28 17:26:46 main:574] : INFO : Epoch 2012 | loss: 0.0312055 | val_loss: 0.0312053 | Time: 1477.75 ms [2021-09-28 17:26:47 main:574] : INFO : Epoch 2013 | loss: 0.0312044 | val_loss: 0.031208 | Time: 1432.71 ms [2021-09-28 17:26:49 main:574] : INFO : Epoch 2014 | loss: 0.0312065 | val_loss: 0.0312103 | Time: 1648.36 ms [2021-09-28 17:26:50 main:574] : INFO : Epoch 2015 | loss: 0.0312072 | val_loss: 0.0312109 | Time: 1304.98 ms [2021-09-28 17:26:52 main:574] : INFO : Epoch 2016 | loss: 0.0312075 | val_loss: 0.031206 | Time: 1575.78 ms [2021-09-28 17:26:54 main:574] : INFO : Epoch 2017 | loss: 0.031204 | val_loss: 0.0312045 | Time: 1566.15 ms [2021-09-28 17:26:55 main:574] : INFO : Epoch 2018 | loss: 0.0312053 | val_loss: 0.0312054 | Time: 1336.56 ms [2021-09-28 17:26:57 main:574] : INFO : Epoch 2019 | loss: 0.0312065 | val_loss: 0.0312057 | Time: 1705.58 ms [2021-09-28 17:26:58 main:574] : INFO : Epoch 2020 | loss: 0.0312047 | val_loss: 0.0312065 | Time: 1377.78 ms [2021-09-28 17:27:00 main:574] : INFO : Epoch 2021 | loss: 0.0312041 | val_loss: 0.031205 | Time: 1471.27 ms [2021-09-28 17:27:01 main:574] : INFO : Epoch 2022 | loss: 0.0312035 | val_loss: 0.0312043 | Time: 1645.1 ms [2021-09-28 17:27:03 main:574] : INFO : Epoch 2023 | loss: 0.0312038 | val_loss: 0.0312044 | Time: 1258.61 ms [2021-09-28 17:27:04 main:574] : INFO : Epoch 2024 | loss: 0.0312049 | val_loss: 0.031205 | Time: 1547.57 ms [2021-09-28 17:27:06 main:574] : INFO : Epoch 2025 | loss: 0.0312062 | val_loss: 0.0312044 | Time: 1532.98 ms [2021-09-28 17:27:07 main:574] : INFO : Epoch 2026 | loss: 0.0312039 | val_loss: 0.0312071 | Time: 1339.05 ms [2021-09-28 17:27:09 main:574] : INFO : Epoch 2027 | loss: 0.0312035 | val_loss: 0.0312038 | Time: 1669.1 ms [2021-09-28 17:27:10 main:574] : INFO : Epoch 2028 | loss: 0.0312051 | val_loss: 0.0312044 | Time: 1300.14 ms [2021-09-28 17:27:12 main:574] : INFO : Epoch 2029 | loss: 0.0312037 | val_loss: 0.0312048 | Time: 1493.09 ms [2021-09-28 17:27:13 main:574] : INFO : Epoch 2030 | loss: 0.031204 | val_loss: 0.0312058 | Time: 1592.59 ms [2021-09-28 17:27:15 main:574] : INFO : Epoch 2031 | loss: 0.0312039 | val_loss: 0.0312045 | Time: 1378 ms [2021-09-28 17:27:16 main:574] : INFO : Epoch 2032 | loss: 0.0312026 | val_loss: 0.0312037 | Time: 1616.77 ms [2021-09-28 17:27:18 main:574] : INFO : Epoch 2033 | loss: 0.0312032 | val_loss: 0.0312039 | Time: 1424.67 ms [2021-09-28 17:27:20 main:574] : INFO : Epoch 2034 | loss: 0.0312044 | val_loss: 0.0312057 | Time: 1534.94 ms [2021-09-28 17:27:21 main:574] : INFO : Epoch 2035 | loss: 0.0312047 | val_loss: 0.0312048 | Time: 1663.48 ms [2021-09-28 17:27:23 main:574] : INFO : Epoch 2036 | loss: 0.0312029 | val_loss: 0.0312064 | Time: 1276.39 ms [2021-09-28 17:27:24 main:574] : INFO : Epoch 2037 | loss: 0.0312042 | val_loss: 0.031206 | Time: 1563.66 ms [2021-09-28 17:27:26 main:574] : INFO : Epoch 2038 | loss: 0.0312045 | val_loss: 0.0312061 | Time: 1530.64 ms [2021-09-28 17:27:27 main:574] : INFO : Epoch 2039 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 1355.68 ms [2021-09-28 17:27:29 main:574] : INFO : Epoch 2040 | loss: 0.0312037 | val_loss: 0.0312062 | Time: 1636.77 ms [2021-09-28 17:27:30 main:574] : INFO : Epoch 2041 | loss: 0.0312027 | val_loss: 0.0312042 | Time: 1368.84 ms [2021-09-28 17:27:32 main:574] : INFO : Epoch 2042 | loss: 0.0312029 | val_loss: 0.0312047 | Time: 1496.1 ms [2021-09-28 17:27:33 main:574] : INFO : Epoch 2043 | loss: 0.0312034 | val_loss: 0.0312061 | Time: 1653.43 ms [2021-09-28 17:27:35 main:574] : INFO : Epoch 2044 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 1253.31 ms [2021-09-28 17:27:36 main:574] : INFO : Epoch 2045 | loss: 0.0312032 | val_loss: 0.0312045 | Time: 1627.4 ms [2021-09-28 17:27:38 main:574] : INFO : Epoch 2046 | loss: 0.0312028 | val_loss: 0.0312048 | Time: 1522.3 ms [2021-09-28 17:27:39 main:574] : INFO : Epoch 2047 | loss: 0.0312039 | val_loss: 0.0312041 | Time: 1357.26 ms [2021-09-28 17:27:41 main:574] : INFO : Epoch 2048 | loss: 0.0312043 | val_loss: 0.0312067 | Time: 1676.48 ms [2021-09-28 17:27:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312067 [2021-09-28 17:27:41 main:603] : INFO : Saving end state to config to file [2021-09-28 17:27:41 main:608] : INFO : Success, exiting.. 17:27:41 (26324): 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)