Task 12961186
| Name | ParityModified-1647044035-23966-0_0 |
| Workunit | 10093269 |
| Created | 12 Mar 2022, 0:13:58 UTC |
| Sent | 14 Mar 2022, 0:00:52 UTC |
| Report deadline | 22 Mar 2022, 0:00:52 UTC |
| Received | 19 Mar 2022, 21:37:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10639 |
| Run time | 49 min 18 sec |
| CPU time | 46 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,050.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 17:47:36 main:574] : INFO : Epoch 1542 | loss: 0.0311197 | val_loss: 0.0311779 | Time: 1453.27 ms [2022-03-13 17:47:37 main:574] : INFO : Epoch 1543 | loss: 0.0311168 | val_loss: 0.0311704 | Time: 1336.59 ms [2022-03-13 17:47:38 main:574] : INFO : Epoch 1544 | loss: 0.0311167 | val_loss: 0.0311877 | Time: 1332.16 ms [2022-03-13 17:47:40 main:574] : INFO : Epoch 1545 | loss: 0.0311156 | val_loss: 0.0311806 | Time: 1332.45 ms [2022-03-13 17:47:41 main:574] : INFO : Epoch 1546 | loss: 0.0311145 | val_loss: 0.0311755 | Time: 1330.44 ms [2022-03-13 17:47:42 main:574] : INFO : Epoch 1547 | loss: 0.0311148 | val_loss: 0.0311762 | Time: 1337.57 ms [2022-03-13 17:47:44 main:574] : INFO : Epoch 1548 | loss: 0.0311217 | val_loss: 0.0311722 | Time: 1366.35 ms [2022-03-13 17:47:45 main:574] : INFO : Epoch 1549 | loss: 0.0311246 | val_loss: 0.0311739 | Time: 1577.33 ms [2022-03-13 17:47:47 main:574] : INFO : Epoch 1550 | loss: 0.0311201 | val_loss: 0.0311772 | Time: 1343.79 ms [2022-03-13 17:47:48 main:574] : INFO : Epoch 1551 | loss: 0.0311214 | val_loss: 0.03118 | Time: 1322.76 ms [2022-03-13 17:47:49 main:574] : INFO : Epoch 1552 | loss: 0.0311166 | val_loss: 0.0311807 | Time: 1333.69 ms [2022-03-13 17:47:51 main:574] : INFO : Epoch 1553 | loss: 0.0311194 | val_loss: 0.0311795 | Time: 1335.01 ms [2022-03-13 17:47:52 main:574] : INFO : Epoch 1554 | loss: 0.0311228 | val_loss: 0.0311765 | Time: 1325.68 ms [2022-03-13 17:47:53 main:574] : INFO : Epoch 1555 | loss: 0.0311224 | val_loss: 0.0311731 | Time: 1337.01 ms [2022-03-13 17:47:55 main:574] : INFO : Epoch 1556 | loss: 0.0311162 | val_loss: 0.0311795 | Time: 1677.97 ms [2022-03-13 17:47:56 main:574] : INFO : Epoch 1557 | loss: 0.0311134 | val_loss: 0.0311784 | Time: 1332.37 ms [2022-03-13 17:47:58 main:574] : INFO : Epoch 1558 | loss: 0.0311163 | val_loss: 0.0311844 | Time: 1322.1 ms [2022-03-13 17:47:59 main:574] : INFO : Epoch 1559 | loss: 0.0311147 | val_loss: 0.031176 | Time: 1333.62 ms [2022-03-13 17:48:00 main:574] : INFO : Epoch 1560 | loss: 0.0311167 | val_loss: 0.0311915 | Time: 1331.79 ms [2022-03-13 17:48:02 main:574] : INFO : Epoch 1561 | loss: 0.0311187 | val_loss: 0.0311825 | Time: 1334.66 ms [2022-03-13 17:48:03 main:574] : INFO : Epoch 1562 | loss: 0.0311133 | val_loss: 0.0311781 | Time: 1325.57 ms [2022-03-13 17:48:05 main:574] : INFO : Epoch 1563 | loss: 0.0311142 | val_loss: 0.0311835 | Time: 1578.11 ms [2022-03-13 17:48:07 main:574] : INFO : Epoch 1564 | loss: 0.0311147 | val_loss: 0.0311843 | Time: 2257.45 ms [2022-03-13 17:48:16 main:574] : INFO : Epoch 1565 | loss: 0.0311142 | val_loss: 0.03119 | Time: 8591.88 ms [2022-03-13 17:48:17 main:574] : INFO : Epoch 1566 | loss: 0.0311185 | val_loss: 0.031179 | Time: 1331.39 ms [2022-03-13 17:48:18 main:574] : INFO : Epoch 1567 | loss: 0.0311155 | val_loss: 0.0311777 | Time: 1332.49 ms [2022-03-13 17:48:20 main:574] : INFO : Epoch 1568 | loss: 0.031127 | val_loss: 0.0311757 | Time: 1323.04 ms [2022-03-13 17:48:21 main:574] : INFO : Epoch 1569 | loss: 0.0311279 | val_loss: 0.0311743 | Time: 1339.14 ms [2022-03-13 17:48:22 main:574] : INFO : Epoch 1570 | loss: 0.0311205 | val_loss: 0.0311746 | Time: 1333.3 ms [2022-03-13 17:48:24 main:574] : INFO : Epoch 1571 | loss: 0.031114 | val_loss: 0.0311801 | Time: 1330.74 ms [2022-03-13 17:48:25 main:574] : INFO : Epoch 1572 | loss: 0.0311123 | val_loss: 0.0311825 | Time: 1503.73 ms [2022-03-13 17:48:26 main:574] : INFO : Epoch 1573 | loss: 0.0311189 | val_loss: 0.0311747 | Time: 1369.1 ms [2022-03-13 17:48:28 main:574] : INFO : Epoch 1574 | loss: 0.0311379 | val_loss: 0.0311783 | Time: 1322.65 ms [2022-03-13 17:48:29 main:574] : INFO : Epoch 1575 | loss: 0.0311308 | val_loss: 0.0311674 | Time: 1326.2 ms [2022-03-13 17:48:30 main:574] : INFO : Epoch 1576 | loss: 0.0311216 | val_loss: 0.0311666 | Time: 1329.12 ms [2022-03-13 17:48:32 main:574] : INFO : Epoch 1577 | loss: 0.0311226 | val_loss: 0.0311772 | Time: 1327.1 ms [2022-03-13 17:48:33 main:574] : INFO : Epoch 1578 | loss: 0.0311271 | val_loss: 0.0311727 | Time: 1326.55 ms [2022-03-13 17:48:35 main:574] : INFO : Epoch 1579 | loss: 0.0311202 | val_loss: 0.031172 | Time: 1594.48 ms [2022-03-13 17:48:36 main:574] : INFO : Epoch 1580 | loss: 0.0311279 | val_loss: 0.0311661 | Time: 1370.33 ms [2022-03-13 17:48:37 main:574] : INFO : Epoch 1581 | loss: 0.0311322 | val_loss: 0.0311707 | Time: 1334.91 ms [2022-03-13 17:48:39 main:574] : INFO : Epoch 1582 | loss: 0.0311282 | val_loss: 0.0311847 | Time: 1333.86 ms [2022-03-13 17:48:40 main:574] : INFO : Epoch 1583 | loss: 0.0311287 | val_loss: 0.0311727 | Time: 1327.78 ms [2022-03-13 17:48:41 main:574] : INFO : Epoch 1584 | loss: 0.0311284 | val_loss: 0.0311706 | Time: 1338.44 ms [2022-03-13 17:48:43 main:574] : INFO : Epoch 1585 | loss: 0.0311211 | val_loss: 0.0311778 | Time: 1338.83 ms [2022-03-13 17:48:44 main:574] : INFO : Epoch 1586 | loss: 0.031122 | val_loss: 0.031172 | Time: 1492.4 ms [2022-03-13 17:48:46 main:574] : INFO : Epoch 1587 | loss: 0.0311198 | val_loss: 0.0311784 | Time: 1518.26 ms [2022-03-13 17:48:47 main:574] : INFO : Epoch 1588 | loss: 0.0311197 | val_loss: 0.0311863 | Time: 1321.54 ms [2022-03-13 17:48:48 main:574] : INFO : Epoch 1589 | loss: 0.0311222 | val_loss: 0.0311779 | Time: 1336.34 ms [2022-03-13 17:48:50 main:574] : INFO : Epoch 1590 | loss: 0.0311159 | val_loss: 0.0311741 | Time: 1331.36 ms [2022-03-13 17:48:51 main:574] : INFO : Epoch 1591 | loss: 0.031115 | val_loss: 0.0311778 | Time: 1343.14 ms [2022-03-13 17:48:52 main:574] : INFO : Epoch 1592 | loss: 0.0311208 | val_loss: 0.0311827 | Time: 1332.76 ms [2022-03-13 17:48:54 main:574] : INFO : Epoch 1593 | loss: 0.0311146 | val_loss: 0.0311741 | Time: 1362.99 ms [2022-03-13 17:48:55 main:574] : INFO : Epoch 1594 | loss: 0.0311128 | val_loss: 0.0311849 | Time: 1565.57 ms [2022-03-13 17:48:57 main:574] : INFO : Epoch 1595 | loss: 0.0311165 | val_loss: 0.0311831 | Time: 1332.74 ms [2022-03-13 17:48:58 main:574] : INFO : Epoch 1596 | loss: 0.0311125 | val_loss: 0.0311967 | Time: 1331.47 ms [2022-03-13 17:48:59 main:574] : INFO : Epoch 1597 | loss: 0.0311151 | val_loss: 0.0311827 | Time: 1333.5 ms [2022-03-13 17:49:01 main:574] : INFO : Epoch 1598 | loss: 0.0311147 | val_loss: 0.0311798 | Time: 1341.22 ms [2022-03-13 17:49:02 main:574] : INFO : Epoch 1599 | loss: 0.0311182 | val_loss: 0.0311764 | Time: 1336.04 ms [2022-03-13 17:49:03 main:574] : INFO : Epoch 1600 | loss: 0.0311115 | val_loss: 0.0311874 | Time: 1328.83 ms [2022-03-13 17:49:05 main:574] : INFO : Epoch 1601 | loss: 0.0311206 | val_loss: 0.031181 | Time: 1554.76 ms [2022-03-13 17:49:07 main:574] : INFO : Epoch 1602 | loss: 0.0311164 | val_loss: 0.0311758 | Time: 2088.33 ms [2022-03-13 17:49:09 main:574] : INFO : Epoch 1603 | loss: 0.0311095 | val_loss: 0.0311741 | Time: 2383.53 ms [2022-03-13 17:49:12 main:574] : INFO : Epoch 1604 | loss: 0.0311187 | val_loss: 0.03117 | Time: 2145.17 ms [2022-03-13 17:49:14 main:574] : INFO : Epoch 1605 | loss: 0.0311224 | val_loss: 0.0311784 | Time: 2336.84 ms [2022-03-13 17:49:16 main:574] : INFO : Epoch 1606 | loss: 0.0311283 | val_loss: 0.0311802 | Time: 1665.3 ms [2022-03-13 17:49:17 main:574] : INFO : Epoch 1607 | loss: 0.0311349 | val_loss: 0.0311619 | Time: 1327.28 ms [2022-03-13 17:49:18 main:574] : INFO : Epoch 1608 | loss: 0.031152 | val_loss: 0.03117 | Time: 1334.08 ms [2022-03-13 17:49:20 main:574] : INFO : Epoch 1609 | loss: 0.0311414 | val_loss: 0.0311659 | Time: 1326.29 ms [2022-03-13 17:49:21 main:574] : INFO : Epoch 1610 | loss: 0.0311388 | val_loss: 0.0311741 | Time: 1329.6 ms [2022-03-13 17:49:22 main:574] : INFO : Epoch 1611 | loss: 0.0311333 | val_loss: 0.0311635 | Time: 1336.9 ms [2022-03-13 17:49:24 main:574] : INFO : Epoch 1612 | loss: 0.0311333 | val_loss: 0.031172 | Time: 1335.92 ms [2022-03-13 17:49:25 main:574] : INFO : Epoch 1613 | loss: 0.0311291 | val_loss: 0.0311653 | Time: 1560.74 ms [2022-03-13 17:49:27 main:574] : INFO : Epoch 1614 | loss: 0.0311225 | val_loss: 0.0311675 | Time: 1364.1 ms [2022-03-13 17:49:28 main:574] : INFO : Epoch 1615 | loss: 0.0311238 | val_loss: 0.0311739 | Time: 1329.4 ms [2022-03-13 17:49:29 main:574] : INFO : Epoch 1616 | loss: 0.0311248 | val_loss: 0.031172 | Time: 1329.67 ms [2022-03-13 17:49:31 main:574] : INFO : Epoch 1617 | loss: 0.0311233 | val_loss: 0.0311679 | Time: 1332.59 ms [2022-03-13 17:49:32 main:574] : INFO : Epoch 1618 | loss: 0.0311229 | val_loss: 0.031171 | Time: 1329.47 ms [2022-03-13 17:49:33 main:574] : INFO : Epoch 1619 | loss: 0.0311196 | val_loss: 0.0311762 | Time: 1341.31 ms [2022-03-13 17:49:35 main:574] : INFO : Epoch 1620 | loss: 0.0311225 | val_loss: 0.0311777 | Time: 1514.33 ms [2022-03-13 17:49:36 main:574] : INFO : Epoch 1621 | loss: 0.0311178 | val_loss: 0.0311693 | Time: 1363.58 ms [2022-03-13 17:49:37 main:574] : INFO : Epoch 1622 | loss: 0.0311182 | val_loss: 0.0311721 | Time: 1334.8 ms [2022-03-13 17:49:39 main:574] : INFO : Epoch 1623 | loss: 0.031117 | val_loss: 0.0311715 | Time: 1321.21 ms [2022-03-13 17:49:40 main:574] : INFO : Epoch 1624 | loss: 0.0311199 | val_loss: 0.0311725 | Time: 1331.9 ms [2022-03-13 17:49:41 main:574] : INFO : Epoch 1625 | loss: 0.0311137 | val_loss: 0.03117 | Time: 1332.78 ms [2022-03-13 17:49:43 main:574] : INFO : Epoch 1626 | loss: 0.0311154 | val_loss: 0.0311755 | Time: 1328.94 ms [2022-03-13 17:49:45 main:574] : INFO : Epoch 1627 | loss: 0.0311157 | val_loss: 0.0311716 | Time: 1917.78 ms [2022-03-13 17:49:46 main:574] : INFO : Epoch 1628 | loss: 0.0311153 | val_loss: 0.0311719 | Time: 1363.17 ms [2022-03-13 17:49:47 main:574] : INFO : Epoch 1629 | loss: 0.0311135 | val_loss: 0.0311749 | Time: 1334.61 ms [2022-03-13 17:49:49 main:574] : INFO : Epoch 1630 | loss: 0.0311131 | val_loss: 0.0311745 | Time: 1328.9 ms [2022-03-13 17:49:50 main:574] : INFO : Epoch 1631 | loss: 0.0311122 | val_loss: 0.0311763 | Time: 1330.25 ms [2022-03-13 17:49:51 main:574] : INFO : Epoch 1632 | loss: 0.0311167 | val_loss: 0.0311786 | Time: 1334.82 ms [2022-03-13 17:49:53 main:574] : INFO : Epoch 1633 | loss: 0.031114 | val_loss: 0.031178 | Time: 1331.89 ms [2022-03-13 17:49:54 main:574] : INFO : Epoch 1634 | loss: 0.0311139 | val_loss: 0.031179 | Time: 1410.82 ms [2022-03-13 17:49:56 main:574] : INFO : Epoch 1635 | loss: 0.0311107 | val_loss: 0.0311709 | Time: 1539.09 ms [2022-03-13 17:49:57 main:574] : INFO : Epoch 1636 | loss: 0.0311118 | val_loss: 0.031173 | Time: 1325.62 ms [2022-03-13 17:49:58 main:574] : INFO : Epoch 1637 | loss: 0.0311169 | val_loss: 0.0311812 | Time: 1336.44 ms [2022-03-13 17:50:00 main:574] : INFO : Epoch 1638 | loss: 0.0311173 | val_loss: 0.0311735 | Time: 1338.8 ms [2022-03-13 17:50:01 main:574] : INFO : Epoch 1639 | loss: 0.031139 | val_loss: 0.0311789 | Time: 1337.24 ms [2022-03-13 17:50:02 main:574] : INFO : Epoch 1640 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 1336.16 ms [2022-03-13 17:50:04 main:574] : INFO : Epoch 1641 | loss: 0.0311339 | val_loss: 0.031179 | Time: 1336.17 ms [2022-03-13 17:50:05 main:574] : INFO : Epoch 1642 | loss: 0.0311307 | val_loss: 0.031163 | Time: 1607.56 ms [2022-03-13 17:50:07 main:574] : INFO : Epoch 1643 | loss: 0.0311286 | val_loss: 0.0311632 | Time: 1883.77 ms [2022-03-13 17:50:09 main:574] : INFO : Epoch 1644 | loss: 0.0311376 | val_loss: 0.031164 | Time: 2227.58 ms [2022-03-13 17:50:12 main:574] : INFO : Epoch 1645 | loss: 0.0311355 | val_loss: 0.0311713 | Time: 2129.32 ms [2022-03-13 17:50:14 main:574] : INFO : Epoch 1646 | loss: 0.0311294 | val_loss: 0.0311656 | Time: 2371.41 ms [2022-03-13 17:50:16 main:574] : INFO : Epoch 1647 | loss: 0.0311236 | val_loss: 0.0311711 | Time: 1679.98 ms [2022-03-13 17:50:17 main:574] : INFO : Epoch 1648 | loss: 0.0311208 | val_loss: 0.0311681 | Time: 1333.03 ms [2022-03-13 17:50:18 main:574] : INFO : Epoch 1649 | loss: 0.0311215 | val_loss: 0.0311725 | Time: 1334.05 ms [2022-03-13 17:50:20 main:574] : INFO : Epoch 1650 | loss: 0.0311176 | val_loss: 0.0311748 | Time: 1329.58 ms [2022-03-13 17:50:21 main:574] : INFO : Epoch 1651 | loss: 0.031117 | val_loss: 0.0311745 | Time: 1327.65 ms [2022-03-13 17:50:22 main:574] : INFO : Epoch 1652 | loss: 0.0311167 | val_loss: 0.0311795 | Time: 1328.27 ms [2022-03-13 17:50:24 main:574] : INFO : Epoch 1653 | loss: 0.0311148 | val_loss: 0.0311783 | Time: 1335.71 ms [2022-03-13 17:50:25 main:574] : INFO : Epoch 1654 | loss: 0.0311142 | val_loss: 0.0311842 | Time: 1579.08 ms [2022-03-13 17:50:27 main:574] : INFO : Epoch 1655 | loss: 0.0311131 | val_loss: 0.0311716 | Time: 1360.27 ms [2022-03-13 17:50:28 main:574] : INFO : Epoch 1656 | loss: 0.0311101 | val_loss: 0.0311783 | Time: 1334.07 ms [2022-03-13 17:50:29 main:574] : INFO : Epoch 1657 | loss: 0.0311126 | val_loss: 0.0311763 | Time: 1334.45 ms [2022-03-13 17:50:31 main:574] : INFO : Epoch 1658 | loss: 0.0311144 | val_loss: 0.0311824 | Time: 1331.56 ms [2022-03-13 17:50:32 main:574] : INFO : Epoch 1659 | loss: 0.0311141 | val_loss: 0.0311719 | Time: 1327.39 ms [2022-03-13 17:50:33 main:574] : INFO : Epoch 1660 | loss: 0.0311144 | val_loss: 0.0311802 | Time: 1330.01 ms [2022-03-13 17:50:35 main:574] : INFO : Epoch 1661 | loss: 0.0311127 | val_loss: 0.0311771 | Time: 1485.8 ms [2022-03-13 17:50:36 main:574] : INFO : Epoch 1662 | loss: 0.0311146 | val_loss: 0.0311751 | Time: 1414.75 ms [2022-03-13 17:50:38 main:574] : INFO : Epoch 1663 | loss: 0.0311184 | val_loss: 0.031185 | Time: 1338.56 ms [2022-03-13 17:50:39 main:574] : INFO : Epoch 1664 | loss: 0.0311153 | val_loss: 0.0311859 | Time: 1334.55 ms [2022-03-13 17:50:40 main:574] : INFO : Epoch 1665 | loss: 0.031111 | val_loss: 0.0311783 | Time: 1334.23 ms [2022-03-13 17:50:42 main:574] : INFO : Epoch 1666 | loss: 0.0311119 | val_loss: 0.0311943 | Time: 1336.71 ms [2022-03-13 17:50:43 main:574] : INFO : Epoch 1667 | loss: 0.0311161 | val_loss: 0.0311827 | Time: 1328.72 ms [2022-03-13 17:50:44 main:574] : INFO : Epoch 1668 | loss: 0.0311136 | val_loss: 0.0311791 | Time: 1458.51 ms [2022-03-13 17:50:46 main:574] : INFO : Epoch 1669 | loss: 0.0311117 | val_loss: 0.0311868 | Time: 1441.49 ms [2022-03-13 17:50:47 main:574] : INFO : Epoch 1670 | loss: 0.03111 | val_loss: 0.0311784 | Time: 1332.82 ms [2022-03-13 17:50:49 main:574] : INFO : Epoch 1671 | loss: 0.0311099 | val_loss: 0.0311802 | Time: 1326.53 ms [2022-03-13 17:50:50 main:574] : INFO : Epoch 1672 | loss: 0.0311083 | val_loss: 0.031181 | Time: 1326.87 ms [2022-03-13 17:50:51 main:574] : INFO : Epoch 1673 | loss: 0.0311105 | val_loss: 0.0311802 | Time: 1325.68 ms [2022-03-13 17:50:53 main:574] : INFO : Epoch 1674 | loss: 0.0311248 | val_loss: 0.0311837 | Time: 1323.79 ms [2022-03-13 17:50:54 main:574] : INFO : Epoch 1675 | loss: 0.0311153 | val_loss: 0.0311831 | Time: 1346.43 ms [2022-03-13 17:50:56 main:574] : INFO : Epoch 1676 | loss: 0.0311107 | val_loss: 0.0311802 | Time: 1663.34 ms [2022-03-13 17:50:57 main:574] : INFO : Epoch 1677 | loss: 0.0311121 | val_loss: 0.0311839 | Time: 1326.72 ms [2022-03-13 17:50:58 main:574] : INFO : Epoch 1678 | loss: 0.0311124 | val_loss: 0.0311802 | Time: 1335.9 ms [2022-03-13 17:51:00 main:574] : INFO : Epoch 1679 | loss: 0.0311106 | val_loss: 0.031182 | Time: 1335.5 ms [2022-03-13 17:51:01 main:574] : INFO : Epoch 1680 | loss: 0.0311195 | val_loss: 0.0311815 | Time: 1330.52 ms [2022-03-13 17:51:02 main:574] : INFO : Epoch 1681 | loss: 0.0311162 | val_loss: 0.0311832 | Time: 1333.69 ms [2022-03-13 17:51:04 main:574] : INFO : Epoch 1682 | loss: 0.0311123 | val_loss: 0.0311878 | Time: 1326.89 ms [2022-03-13 17:51:05 main:574] : INFO : Epoch 1683 | loss: 0.031112 | val_loss: 0.0311807 | Time: 1918.63 ms [2022-03-13 17:51:15 main:574] : INFO : Epoch 1684 | loss: 0.0311103 | val_loss: 0.0311891 | Time: 9914.85 ms [2022-03-13 17:51:17 main:574] : INFO : Epoch 1685 | loss: 0.0311117 | val_loss: 0.0311835 | Time: 1335.26 ms [2022-03-13 17:51:18 main:574] : INFO : Epoch 1686 | loss: 0.0311083 | val_loss: 0.0311837 | Time: 1324.21 ms [2022-03-13 17:51:19 main:574] : INFO : Epoch 1687 | loss: 0.0311084 | val_loss: 0.031179 | Time: 1333.05 ms [2022-03-13 17:51:21 main:574] : INFO : Epoch 1688 | loss: 0.0311161 | val_loss: 0.0311836 | Time: 1338.77 ms [2022-03-13 17:51:22 main:574] : INFO : Epoch 1689 | loss: 0.031109 | val_loss: 0.0311838 | Time: 1348.61 ms [2022-03-13 17:51:23 main:574] : INFO : Epoch 1690 | loss: 0.0311108 | val_loss: 0.0311749 | Time: 1333.06 ms [2022-03-13 17:51:25 main:574] : INFO : Epoch 1691 | loss: 0.031115 | val_loss: 0.0311797 | Time: 1512.47 ms [2022-03-13 17:51:26 main:574] : INFO : Epoch 1692 | loss: 0.0311124 | val_loss: 0.0311752 | Time: 1411.32 ms [2022-03-13 17:51:28 main:574] : INFO : Epoch 1693 | loss: 0.0311063 | val_loss: 0.031189 | Time: 1327.17 ms [2022-03-13 17:51:29 main:574] : INFO : Epoch 1694 | loss: 0.031109 | val_loss: 0.0311765 | Time: 1319.98 ms [2022-03-13 17:51:30 main:574] : INFO : Epoch 1695 | loss: 0.0311066 | val_loss: 0.0311925 | Time: 1326.2 ms [2022-03-13 17:51:32 main:574] : INFO : Epoch 1696 | loss: 0.031105 | val_loss: 0.0311756 | Time: 1329 ms [2022-03-13 17:51:33 main:574] : INFO : Epoch 1697 | loss: 0.0311078 | val_loss: 0.0311798 | Time: 1330.7 ms [2022-03-13 17:51:34 main:574] : INFO : Epoch 1698 | loss: 0.0311107 | val_loss: 0.0311822 | Time: 1380.96 ms [2022-03-13 17:51:36 main:574] : INFO : Epoch 1699 | loss: 0.0311082 | val_loss: 0.0311792 | Time: 1529.74 ms [2022-03-13 17:51:37 main:574] : INFO : Epoch 1700 | loss: 0.0311119 | val_loss: 0.0311902 | Time: 1332.49 ms [2022-03-13 17:51:39 main:574] : INFO : Epoch 1701 | loss: 0.0311176 | val_loss: 0.0311929 | Time: 1325.95 ms [2022-03-13 17:51:40 main:574] : INFO : Epoch 1702 | loss: 0.0311109 | val_loss: 0.0311787 | Time: 1332.78 ms [2022-03-13 17:51:41 main:574] : INFO : Epoch 1703 | loss: 0.0311068 | val_loss: 0.0311821 | Time: 1342.69 ms [2022-03-13 17:51:43 main:574] : INFO : Epoch 1704 | loss: 0.0311288 | val_loss: 0.0311701 | Time: 1338.53 ms [2022-03-13 17:51:44 main:574] : INFO : Epoch 1705 | loss: 0.0311271 | val_loss: 0.0311657 | Time: 1344.9 ms [2022-03-13 17:51:45 main:574] : INFO : Epoch 1706 | loss: 0.0311194 | val_loss: 0.0311702 | Time: 1500.55 ms [2022-03-13 17:51:47 main:574] : INFO : Epoch 1707 | loss: 0.0311151 | val_loss: 0.031166 | Time: 1353.29 ms [2022-03-13 17:51:48 main:574] : INFO : Epoch 1708 | loss: 0.0311134 | val_loss: 0.0311742 | Time: 1332.53 ms [2022-03-13 17:51:49 main:574] : INFO : Epoch 1709 | loss: 0.0311153 | val_loss: 0.0311763 | Time: 1332.78 ms [2022-03-13 17:51:51 main:574] : INFO : Epoch 1710 | loss: 0.0311178 | val_loss: 0.0311838 | Time: 1331.12 ms [2022-03-13 17:51:52 main:574] : INFO : Epoch 1711 | loss: 0.0311186 | val_loss: 0.0311687 | Time: 1332.4 ms [2022-03-13 17:51:53 main:574] : INFO : Epoch 1712 | loss: 0.0311186 | val_loss: 0.0311724 | Time: 1331.21 ms [2022-03-13 17:51:55 main:574] : INFO : Epoch 1713 | loss: 0.0311105 | val_loss: 0.031181 | Time: 1902.11 ms [2022-03-13 17:51:57 main:574] : INFO : Epoch 1714 | loss: 0.0311072 | val_loss: 0.0311841 | Time: 1340.09 ms [2022-03-13 17:51:58 main:574] : INFO : Epoch 1715 | loss: 0.0311112 | val_loss: 0.0311723 | Time: 1328.86 ms [2022-03-13 17:51:59 main:574] : INFO : Epoch 1716 | loss: 0.0311083 | val_loss: 0.0311803 | Time: 1331.52 ms [2022-03-13 17:52:01 main:574] : INFO : Epoch 1717 | loss: 0.0311074 | val_loss: 0.0311734 | Time: 1325.3 ms [2022-03-13 17:52:02 main:574] : INFO : Epoch 1718 | loss: 0.0311062 | val_loss: 0.0311963 | Time: 1327.64 ms [2022-03-13 17:52:03 main:574] : INFO : Epoch 1719 | loss: 0.0311028 | val_loss: 0.0311798 | Time: 1330.33 ms [2022-03-13 17:52:05 main:574] : INFO : Epoch 1720 | loss: 0.0311005 | val_loss: 0.0311821 | Time: 1575.6 ms [2022-03-13 17:52:06 main:574] : INFO : Epoch 1721 | loss: 0.0311007 | val_loss: 0.0311801 | Time: 1460.14 ms [2022-03-13 17:52:09 main:574] : INFO : Epoch 1722 | loss: 0.0311054 | val_loss: 0.031173 | Time: 2110.4 ms [2022-03-13 17:52:15 main:574] : INFO : Epoch 1723 | loss: 0.0311021 | val_loss: 0.0311818 | Time: 6848.69 ms [2022-03-13 17:52:17 main:574] : INFO : Epoch 1724 | loss: 0.0311057 | val_loss: 0.0311751 | Time: 1326.9 ms [2022-03-13 17:52:18 main:574] : INFO : Epoch 1725 | loss: 0.0311051 | val_loss: 0.0311777 | Time: 1340.1 ms [2022-03-13 17:52:19 main:574] : INFO : Epoch 1726 | loss: 0.0311049 | val_loss: 0.0311994 | Time: 1342.9 ms [2022-03-13 17:52:21 main:574] : INFO : Epoch 1727 | loss: 0.0311083 | val_loss: 0.0311898 | Time: 1345.18 ms [2022-03-13 17:52:22 main:574] : INFO : Epoch 1728 | loss: 0.0311037 | val_loss: 0.0311692 | Time: 1330.84 ms [2022-03-13 17:52:23 main:574] : INFO : Epoch 1729 | loss: 0.0311038 | val_loss: 0.0311885 | Time: 1330.08 ms [2022-03-13 17:52:25 main:574] : INFO : Epoch 1730 | loss: 0.0311036 | val_loss: 0.0311799 | Time: 1568.23 ms [2022-03-13 17:52:26 main:574] : INFO : Epoch 1731 | loss: 0.0311037 | val_loss: 0.0311919 | Time: 1368.59 ms [2022-03-13 17:52:28 main:574] : INFO : Epoch 1732 | loss: 0.031106 | val_loss: 0.031183 | Time: 1331.66 ms [2022-03-13 17:52:29 main:574] : INFO : Epoch 1733 | loss: 0.0311046 | val_loss: 0.0311951 | Time: 1319.64 ms [2022-03-13 17:52:30 main:574] : INFO : Epoch 1734 | loss: 0.0311052 | val_loss: 0.0311913 | Time: 1323.21 ms [2022-03-13 17:52:32 main:574] : INFO : Epoch 1735 | loss: 0.0311063 | val_loss: 0.0311868 | Time: 1330.12 ms [2022-03-13 17:52:33 main:574] : INFO : Epoch 1736 | loss: 0.0311067 | val_loss: 0.0311993 | Time: 1336.03 ms [2022-03-13 17:52:35 main:574] : INFO : Epoch 1737 | loss: 0.0311068 | val_loss: 0.0311978 | Time: 1420.81 ms [2022-03-13 17:52:36 main:574] : INFO : Epoch 1738 | loss: 0.0311107 | val_loss: 0.0311825 | Time: 1529.38 ms [2022-03-13 17:52:37 main:574] : INFO : Epoch 1739 | loss: 0.0311036 | val_loss: 0.0311813 | Time: 1334.67 ms [2022-03-13 17:52:39 main:574] : INFO : Epoch 1740 | loss: 0.0311039 | val_loss: 0.031191 | Time: 1334.54 ms [2022-03-13 17:52:40 main:574] : INFO : Epoch 1741 | loss: 0.0311102 | val_loss: 0.031171 | Time: 1337.41 ms [2022-03-13 17:52:41 main:574] : INFO : Epoch 1742 | loss: 0.0311089 | val_loss: 0.0311783 | Time: 1336.32 ms [2022-03-13 17:52:43 main:574] : INFO : Epoch 1743 | loss: 0.0311072 | val_loss: 0.0311804 | Time: 1329.18 ms [2022-03-13 17:52:44 main:574] : INFO : Epoch 1744 | loss: 0.0311054 | val_loss: 0.0311899 | Time: 1347.87 ms [2022-03-13 17:52:46 main:574] : INFO : Epoch 1745 | loss: 0.0311025 | val_loss: 0.031184 | Time: 1517.7 ms [2022-03-13 17:52:47 main:574] : INFO : Epoch 1746 | loss: 0.0311036 | val_loss: 0.0311774 | Time: 1367.32 ms [2022-03-13 17:52:48 main:574] : INFO : Epoch 1747 | loss: 0.0311147 | val_loss: 0.0311703 | Time: 1326.09 ms [2022-03-13 17:52:50 main:574] : INFO : Epoch 1748 | loss: 0.031129 | val_loss: 0.0311882 | Time: 1344.69 ms [2022-03-13 17:52:51 main:574] : INFO : Epoch 1749 | loss: 0.0311201 | val_loss: 0.031174 | Time: 1336.23 ms [2022-03-13 17:52:52 main:574] : INFO : Epoch 1750 | loss: 0.031121 | val_loss: 0.0311638 | Time: 1337.01 ms [2022-03-13 17:52:54 main:574] : INFO : Epoch 1751 | loss: 0.0311202 | val_loss: 0.0311772 | Time: 1333.46 ms [2022-03-13 17:52:55 main:574] : INFO : Epoch 1752 | loss: 0.0311166 | val_loss: 0.0311881 | Time: 1574.79 ms [2022-03-13 17:52:57 main:574] : INFO : Epoch 1753 | loss: 0.0311163 | val_loss: 0.0311735 | Time: 1344.95 ms [2022-03-13 17:52:58 main:574] : INFO : Epoch 1754 | loss: 0.0311183 | val_loss: 0.0311752 | Time: 1359.95 ms [2022-03-13 17:52:59 main:574] : INFO : Epoch 1755 | loss: 0.0311141 | val_loss: 0.031169 | Time: 1342.65 ms [2022-03-13 17:53:01 main:574] : INFO : Epoch 1756 | loss: 0.0311119 | val_loss: 0.0311818 | Time: 1333.53 ms [2022-03-13 17:53:02 main:574] : INFO : Epoch 1757 | loss: 0.0311126 | val_loss: 0.0311745 | Time: 1332.23 ms [2022-03-13 17:53:03 main:574] : INFO : Epoch 1758 | loss: 0.0311083 | val_loss: 0.0311832 | Time: 1340.33 ms [2022-03-13 17:53:05 main:574] : INFO : Epoch 1759 | loss: 0.0311068 | val_loss: 0.0311798 | Time: 1575.68 ms [2022-03-13 17:53:06 main:574] : INFO : Epoch 1760 | loss: 0.0311043 | val_loss: 0.031186 | Time: 1397.2 ms [2022-03-13 17:53:08 main:574] : INFO : Epoch 1761 | loss: 0.0311074 | val_loss: 0.0311778 | Time: 2031.38 ms [2022-03-13 17:53:11 main:574] : INFO : Epoch 1762 | loss: 0.0311057 | val_loss: 0.0311932 | Time: 2333.13 ms [2022-03-13 17:53:13 main:574] : INFO : Epoch 1763 | loss: 0.0310987 | val_loss: 0.0311798 | Time: 2309.02 ms [2022-03-13 17:53:15 main:574] : INFO : Epoch 1764 | loss: 0.0310999 | val_loss: 0.0311772 | Time: 2081.62 ms [2022-03-13 17:53:16 main:574] : INFO : Epoch 1765 | loss: 0.0311022 | val_loss: 0.0311792 | Time: 1406.26 ms [2022-03-13 17:53:18 main:574] : INFO : Epoch 1766 | loss: 0.0311003 | val_loss: 0.0311781 | Time: 1348.1 ms [2022-03-13 17:53:19 main:574] : INFO : Epoch 1767 | loss: 0.0311098 | val_loss: 0.0311792 | Time: 1336.04 ms [2022-03-13 17:53:21 main:574] : INFO : Epoch 1768 | loss: 0.0311108 | val_loss: 0.0311885 | Time: 1333.76 ms [2022-03-13 17:53:22 main:574] : INFO : Epoch 1769 | loss: 0.0311105 | val_loss: 0.0311729 | Time: 1338.45 ms [2022-03-13 17:53:23 main:574] : INFO : Epoch 1770 | loss: 0.0311071 | val_loss: 0.0311777 | Time: 1330.78 ms [2022-03-13 17:53:25 main:574] : INFO : Epoch 1771 | loss: 0.031106 | val_loss: 0.0311904 | Time: 1798.05 ms [2022-03-13 17:53:26 main:574] : INFO : Epoch 1772 | loss: 0.0311012 | val_loss: 0.0311745 | Time: 1385.75 ms [2022-03-13 17:53:28 main:574] : INFO : Epoch 1773 | loss: 0.0310973 | val_loss: 0.0311784 | Time: 1333.8 ms [2022-03-13 17:53:29 main:574] : INFO : Epoch 1774 | loss: 0.0310972 | val_loss: 0.0311791 | Time: 1329.5 ms [2022-03-13 17:53:30 main:574] : INFO : Epoch 1775 | loss: 0.0311115 | val_loss: 0.0311718 | Time: 1323.85 ms [2022-03-13 17:53:32 main:574] : INFO : Epoch 1776 | loss: 0.0311079 | val_loss: 0.0311769 | Time: 1336.07 ms [2022-03-13 17:53:33 main:574] : INFO : Epoch 1777 | loss: 0.0311088 | val_loss: 0.0311745 | Time: 1328.37 ms [2022-03-13 17:53:34 main:574] : INFO : Epoch 1778 | loss: 0.0311012 | val_loss: 0.0311761 | Time: 1387.89 ms [2022-03-13 17:53:36 main:574] : INFO : Epoch 1779 | loss: 0.0311041 | val_loss: 0.0311731 | Time: 1663.97 ms [2022-03-13 17:53:37 main:574] : INFO : Epoch 1780 | loss: 0.0311042 | val_loss: 0.0311679 | Time: 1336.67 ms [2022-03-13 17:53:39 main:574] : INFO : Epoch 1781 | loss: 0.0311059 | val_loss: 0.0311829 | Time: 1333.45 ms [2022-03-13 17:53:40 main:574] : INFO : Epoch 1782 | loss: 0.0311103 | val_loss: 0.031181 | Time: 1332.66 ms [2022-03-13 17:53:41 main:574] : INFO : Epoch 1783 | loss: 0.0311096 | val_loss: 0.0311914 | Time: 1329.03 ms [2022-03-13 17:53:43 main:574] : INFO : Epoch 1784 | loss: 0.0311012 | val_loss: 0.0311746 | Time: 1335.67 ms [2022-03-13 17:53:44 main:574] : INFO : Epoch 1785 | loss: 0.0310961 | val_loss: 0.0311888 | Time: 1342.86 ms [2022-03-13 17:53:46 main:574] : INFO : Epoch 1786 | loss: 0.0311009 | val_loss: 0.0311755 | Time: 1579.12 ms [2022-03-13 17:53:47 main:574] : INFO : Epoch 1787 | loss: 0.031099 | val_loss: 0.0311732 | Time: 1338.39 ms [2022-03-13 17:53:48 main:574] : INFO : Epoch 1788 | loss: 0.0311153 | val_loss: 0.0311808 | Time: 1335.9 ms [2022-03-13 17:53:50 main:574] : INFO : Epoch 1789 | loss: 0.0311076 | val_loss: 0.0311773 | Time: 1333.72 ms [2022-03-13 17:53:51 main:574] : INFO : Epoch 1790 | loss: 0.0311049 | val_loss: 0.0311813 | Time: 1328.65 ms [2022-03-13 17:53:52 main:574] : INFO : Epoch 1791 | loss: 0.0311037 | val_loss: 0.0311643 | Time: 1333.74 ms [2022-03-13 17:53:54 main:574] : INFO : Epoch 1792 | loss: 0.0311056 | val_loss: 0.0311798 | Time: 1331.88 ms [2022-03-13 17:53:55 main:574] : INFO : Epoch 1793 | loss: 0.0311046 | val_loss: 0.031166 | Time: 1496.77 ms [2022-03-13 17:53:57 main:574] : INFO : Epoch 1794 | loss: 0.0311078 | val_loss: 0.0311762 | Time: 1384.04 ms [2022-03-13 17:53:58 main:574] : INFO : Epoch 1795 | loss: 0.031102 | val_loss: 0.0311727 | Time: 1331.71 ms [2022-03-13 17:53:59 main:574] : INFO : Epoch 1796 | loss: 0.0311001 | val_loss: 0.0311871 | Time: 1327.37 ms [2022-03-13 17:54:01 main:574] : INFO : Epoch 1797 | loss: 0.0310972 | val_loss: 0.0311829 | Time: 1326.4 ms [2022-03-13 17:54:02 main:574] : INFO : Epoch 1798 | loss: 0.0310982 | val_loss: 0.0311975 | Time: 1326.57 ms [2022-03-13 17:54:03 main:574] : INFO : Epoch 1799 | loss: 0.0311007 | val_loss: 0.0311742 | Time: 1338.07 ms [2022-03-13 17:54:05 main:574] : INFO : Epoch 1800 | loss: 0.0311042 | val_loss: 0.0311765 | Time: 1702.66 ms [2022-03-13 17:54:06 main:574] : INFO : Epoch 1801 | loss: 0.0311008 | val_loss: 0.0311744 | Time: 1362.4 ms [2022-03-13 17:54:08 main:574] : INFO : Epoch 1802 | loss: 0.0311142 | val_loss: 0.0311742 | Time: 1791.29 ms [2022-03-13 17:54:10 main:574] : INFO : Epoch 1803 | loss: 0.0311238 | val_loss: 0.0311861 | Time: 2244.85 ms [2022-03-13 17:54:15 main:574] : INFO : Epoch 1804 | loss: 0.031117 | val_loss: 0.0311757 | Time: 4668.83 ms [2022-03-13 17:54:17 main:574] : INFO : Epoch 1805 | loss: 0.0311061 | val_loss: 0.0311907 | Time: 1396.15 ms [2022-03-13 17:54:18 main:574] : INFO : Epoch 1806 | loss: 0.0311032 | val_loss: 0.0311755 | Time: 1335.56 ms [2022-03-13 17:54:19 main:574] : INFO : Epoch 1807 | loss: 0.0311078 | val_loss: 0.031174 | Time: 1325.54 ms [2022-03-13 17:54:21 main:574] : INFO : Epoch 1808 | loss: 0.0311032 | val_loss: 0.0311729 | Time: 1330.1 ms [2022-03-13 17:54:22 main:574] : INFO : Epoch 1809 | loss: 0.0310998 | val_loss: 0.0311749 | Time: 1335.67 ms [2022-03-13 17:54:23 main:574] : INFO : Epoch 1810 | loss: 0.0310974 | val_loss: 0.031183 | Time: 1332.41 ms [2022-03-13 17:54:25 main:574] : INFO : Epoch 1811 | loss: 0.0311003 | val_loss: 0.0311807 | Time: 1381.59 ms [2022-03-13 17:54:26 main:574] : INFO : Epoch 1812 | loss: 0.031101 | val_loss: 0.0311743 | Time: 1548.92 ms [2022-03-13 17:54:27 main:574] : INFO : Epoch 1813 | loss: 0.0311048 | val_loss: 0.0311951 | Time: 1337.66 ms [2022-03-13 17:54:29 main:574] : INFO : Epoch 1814 | loss: 0.0310954 | val_loss: 0.0311862 | Time: 1338.04 ms [2022-03-13 17:54:30 main:574] : INFO : Epoch 1815 | loss: 0.0310945 | val_loss: 0.0311878 | Time: 1321.64 ms [2022-03-13 17:54:31 main:574] : INFO : Epoch 1816 | loss: 0.0310912 | val_loss: 0.0311769 | Time: 1335.65 ms [2022-03-13 17:54:33 main:574] : INFO : Epoch 1817 | loss: 0.0310917 | val_loss: 0.0311787 | Time: 1335.64 ms [2022-03-13 17:54:34 main:574] : INFO : Epoch 1818 | loss: 0.0310905 | val_loss: 0.0311995 | Time: 1344.13 ms [2022-03-13 17:54:36 main:574] : INFO : Epoch 1819 | loss: 0.0310933 | val_loss: 0.0311818 | Time: 1551.45 ms [2022-03-13 17:54:37 main:574] : INFO : Epoch 1820 | loss: 0.0310978 | val_loss: 0.0311838 | Time: 1350.41 ms [2022-03-13 17:54:38 main:574] : INFO : Epoch 1821 | loss: 0.0310991 | val_loss: 0.0311765 | Time: 1331.18 ms [2022-03-13 17:54:40 main:574] : INFO : Epoch 1822 | loss: 0.0311009 | val_loss: 0.0311814 | Time: 1327.84 ms [2022-03-13 17:54:41 main:574] : INFO : Epoch 1823 | loss: 0.0311035 | val_loss: 0.0311812 | Time: 1333.35 ms [2022-03-13 17:54:42 main:574] : INFO : Epoch 1824 | loss: 0.0311053 | val_loss: 0.0311761 | Time: 1332.09 ms [2022-03-13 17:54:44 main:574] : INFO : Epoch 1825 | loss: 0.0311073 | val_loss: 0.0311758 | Time: 1331.08 ms [2022-03-13 17:54:45 main:574] : INFO : Epoch 1826 | loss: 0.0311039 | val_loss: 0.0311813 | Time: 1479.02 ms [2022-03-13 17:54:47 main:574] : INFO : Epoch 1827 | loss: 0.0311054 | val_loss: 0.0311775 | Time: 1380.52 ms [2022-03-13 17:54:48 main:574] : INFO : Epoch 1828 | loss: 0.0311052 | val_loss: 0.0311789 | Time: 1326.6 ms [2022-03-13 17:54:49 main:574] : INFO : Epoch 1829 | loss: 0.0310993 | val_loss: 0.0311909 | Time: 1332.78 ms [2022-03-13 17:54:51 main:574] : INFO : Epoch 1830 | loss: 0.0310969 | val_loss: 0.0311814 | Time: 1328.57 ms [2022-03-13 17:54:52 main:574] : INFO : Epoch 1831 | loss: 0.0310997 | val_loss: 0.0311911 | Time: 1330.04 ms [2022-03-13 17:54:53 main:574] : INFO : Epoch 1832 | loss: 0.0310977 | val_loss: 0.0311706 | Time: 1330.87 ms [2022-03-13 17:54:55 main:574] : INFO : Epoch 1833 | loss: 0.0310958 | val_loss: 0.0312028 | Time: 1453.55 ms [2022-03-13 17:54:56 main:574] : INFO : Epoch 1834 | loss: 0.0310994 | val_loss: 0.0311763 | Time: 1500.47 ms [2022-03-13 17:54:58 main:574] : INFO : Epoch 1835 | loss: 0.031093 | val_loss: 0.0311847 | Time: 1340.56 ms [2022-03-13 17:54:59 main:574] : INFO : Epoch 1836 | loss: 0.0310977 | val_loss: 0.0311769 | Time: 1336.37 ms [2022-03-13 17:55:00 main:574] : INFO : Epoch 1837 | loss: 0.031104 | val_loss: 0.0311707 | Time: 1332.47 ms [2022-03-13 17:55:02 main:574] : INFO : Epoch 1838 | loss: 0.0310986 | val_loss: 0.0311839 | Time: 1328.08 ms [2022-03-13 17:55:03 main:574] : INFO : Epoch 1839 | loss: 0.0310931 | val_loss: 0.0311794 | Time: 1327.29 ms [2022-03-13 17:55:04 main:574] : INFO : Epoch 1840 | loss: 0.0310923 | val_loss: 0.0311776 | Time: 1350.07 ms [2022-03-13 17:55:06 main:574] : INFO : Epoch 1841 | loss: 0.0310944 | val_loss: 0.0311779 | Time: 1569.47 ms [2022-03-13 17:55:07 main:574] : INFO : Epoch 1842 | loss: 0.0310994 | val_loss: 0.0311954 | Time: 1393.23 ms [2022-03-13 17:55:09 main:574] : INFO : Epoch 1843 | loss: 0.0310991 | val_loss: 0.0311719 | Time: 1818.56 ms [2022-03-13 17:55:11 main:574] : INFO : Epoch 1844 | loss: 0.0311 | val_loss: 0.0311749 | Time: 2169.15 ms [2022-03-13 17:55:14 main:574] : INFO : Epoch 1845 | loss: 0.0310984 | val_loss: 0.0311793 | Time: 2353.51 ms [2022-03-13 17:55:15 main:574] : INFO : Epoch 1846 | loss: 0.031094 | val_loss: 0.0311775 | Time: 1843.26 ms [2022-03-13 17:55:17 main:574] : INFO : Epoch 1847 | loss: 0.0310954 | val_loss: 0.0311903 | Time: 1347.78 ms [2022-03-13 17:55:18 main:574] : INFO : Epoch 1848 | loss: 0.0310963 | val_loss: 0.0311862 | Time: 1329.83 ms [2022-03-13 17:55:20 main:574] : INFO : Epoch 1849 | loss: 0.0311076 | val_loss: 0.0311863 | Time: 1328.32 ms [2022-03-13 17:55:21 main:574] : INFO : Epoch 1850 | loss: 0.0311021 | val_loss: 0.0311941 | Time: 1322.35 ms [2022-03-13 17:55:22 main:574] : INFO : Epoch 1851 | loss: 0.0310974 | val_loss: 0.0311836 | Time: 1333.62 ms [2022-03-13 17:55:23 main:574] : INFO : Epoch 1852 | loss: 0.0311 | val_loss: 0.0311928 | Time: 1328.83 ms [2022-03-13 17:55:25 main:574] : INFO : Epoch 1853 | loss: 0.0310982 | val_loss: 0.0311726 | Time: 1462.71 ms [2022-03-13 17:55:26 main:574] : INFO : Epoch 1854 | loss: 0.031095 | val_loss: 0.0311862 | Time: 1445.99 ms [2022-03-13 17:55:28 main:574] : INFO : Epoch 1855 | loss: 0.0310934 | val_loss: 0.031182 | Time: 1328.91 ms [2022-03-13 17:55:29 main:574] : INFO : Epoch 1856 | loss: 0.0310906 | val_loss: 0.0311791 | Time: 1330.25 ms [2022-03-13 17:55:30 main:574] : INFO : Epoch 1857 | loss: 0.0310994 | val_loss: 0.0311832 | Time: 1322.33 ms [2022-03-13 17:55:32 main:574] : INFO : Epoch 1858 | loss: 0.0310962 | val_loss: 0.0311856 | Time: 1329.66 ms [2022-03-13 17:55:33 main:574] : INFO : Epoch 1859 | loss: 0.031093 | val_loss: 0.0311896 | Time: 1333.96 ms [2022-03-13 17:55:34 main:574] : INFO : Epoch 1860 | loss: 0.0310918 | val_loss: 0.0311907 | Time: 1348.11 ms [2022-03-13 17:55:36 main:574] : INFO : Epoch 1861 | loss: 0.0310895 | val_loss: 0.0311925 | Time: 1496.03 ms [2022-03-13 17:55:37 main:574] : INFO : Epoch 1862 | loss: 0.0310888 | val_loss: 0.0311884 | Time: 1334.77 ms [2022-03-13 17:55:39 main:574] : INFO : Epoch 1863 | loss: 0.031095 | val_loss: 0.0311729 | Time: 1335.35 ms [2022-03-13 17:55:40 main:574] : INFO : Epoch 1864 | loss: 0.0311155 | val_loss: 0.0311725 | Time: 1331.77 ms [2022-03-13 17:55:41 main:574] : INFO : Epoch 1865 | loss: 0.0311078 | val_loss: 0.031185 | Time: 1332.18 ms [2022-03-13 17:55:43 main:574] : INFO : Epoch 1866 | loss: 0.0311036 | val_loss: 0.0311859 | Time: 1326.57 ms [2022-03-13 17:55:44 main:574] : INFO : Epoch 1867 | loss: 0.0311011 | val_loss: 0.0311873 | Time: 1340.76 ms [2022-03-13 17:55:46 main:574] : INFO : Epoch 1868 | loss: 0.0311053 | val_loss: 0.0311694 | Time: 1588.09 ms [2022-03-13 17:55:47 main:574] : INFO : Epoch 1869 | loss: 0.0311035 | val_loss: 0.0311775 | Time: 1345.4 ms [2022-03-13 17:55:48 main:574] : INFO : Epoch 1870 | loss: 0.0311078 | val_loss: 0.0311791 | Time: 1324.12 ms [2022-03-13 17:55:50 main:574] : INFO : Epoch 1871 | loss: 0.0311048 | val_loss: 0.031178 | Time: 1327.41 ms [2022-03-13 17:55:51 main:574] : INFO : Epoch 1872 | loss: 0.0310974 | val_loss: 0.0311794 | Time: 1332.87 ms [2022-03-13 17:55:52 main:574] : INFO : Epoch 1873 | loss: 0.0310954 | val_loss: 0.031184 | Time: 1338.87 ms [2022-03-13 17:55:54 main:574] : INFO : Epoch 1874 | loss: 0.0310929 | val_loss: 0.0311866 | Time: 1332.07 ms [2022-03-13 17:55:55 main:574] : INFO : Epoch 1875 | loss: 0.0310976 | val_loss: 0.0311753 | Time: 1460.56 ms [2022-03-13 17:55:56 main:574] : INFO : Epoch 1876 | loss: 0.0310925 | val_loss: 0.0311886 | Time: 1460.42 ms [2022-03-13 17:55:58 main:574] : INFO : Epoch 1877 | loss: 0.0310907 | val_loss: 0.0311929 | Time: 1325.56 ms [2022-03-13 17:55:59 main:574] : INFO : Epoch 1878 | loss: 0.0310979 | val_loss: 0.031185 | Time: 1325.51 ms [2022-03-13 17:56:00 main:574] : INFO : Epoch 1879 | loss: 0.0311017 | val_loss: 0.0311934 | Time: 1330.81 ms [2022-03-13 17:56:02 main:574] : INFO : Epoch 1880 | loss: 0.0311062 | val_loss: 0.0311894 | Time: 1335.48 ms [2022-03-13 17:56:03 main:574] : INFO : Epoch 1881 | loss: 0.031102 | val_loss: 0.031183 | Time: 1334.42 ms [2022-03-13 17:56:05 main:574] : INFO : Epoch 1882 | loss: 0.0310934 | val_loss: 0.0311895 | Time: 1399.21 ms [2022-03-13 17:56:06 main:574] : INFO : Epoch 1883 | loss: 0.0310882 | val_loss: 0.031194 | Time: 1501.61 ms [2022-03-13 17:56:07 main:574] : INFO : Epoch 1884 | loss: 0.0310924 | val_loss: 0.0311927 | Time: 1412.86 ms [2022-03-13 17:56:10 main:574] : INFO : Epoch 1885 | loss: 0.0310948 | val_loss: 0.0311928 | Time: 2293.31 ms [2022-03-13 17:56:12 main:574] : INFO : Epoch 1886 | loss: 0.0310938 | val_loss: 0.0311875 | Time: 2172.6 ms [2022-03-13 17:56:14 main:574] : INFO : Epoch 1887 | loss: 0.0310913 | val_loss: 0.0311809 | Time: 2132.74 ms [2022-03-13 17:56:17 main:574] : INFO : Epoch 1888 | loss: 0.0310939 | val_loss: 0.0311811 | Time: 1370.19 ms [2022-03-13 17:56:18 main:574] : INFO : Epoch 1889 | loss: 0.0310914 | val_loss: 0.0311821 | Time: 1329.47 ms [2022-03-13 17:56:19 main:574] : INFO : Epoch 1890 | loss: 0.0310994 | val_loss: 0.0311825 | Time: 1325.06 ms [2022-03-13 17:56:21 main:574] : INFO : Epoch 1891 | loss: 0.0311022 | val_loss: 0.0311921 | Time: 1323.38 ms [2022-03-13 17:56:22 main:574] : INFO : Epoch 1892 | loss: 0.0311014 | val_loss: 0.0311929 | Time: 1331.66 ms [2022-03-13 17:56:23 main:574] : INFO : Epoch 1893 | loss: 0.0310917 | val_loss: 0.0311792 | Time: 1329.66 ms [2022-03-13 17:56:25 main:574] : INFO : Epoch 1894 | loss: 0.0310959 | val_loss: 0.0311771 | Time: 1382.46 ms [2022-03-13 17:56:26 main:574] : INFO : Epoch 1895 | loss: 0.0310953 | val_loss: 0.0311798 | Time: 1530.88 ms [2022-03-13 17:56:27 main:574] : INFO : Epoch 1896 | loss: 0.0310926 | val_loss: 0.0311804 | Time: 1326.79 ms [2022-03-13 17:56:29 main:574] : INFO : Epoch 1897 | loss: 0.0310936 | val_loss: 0.0311885 | Time: 1323.49 ms [2022-03-13 17:56:30 main:574] : INFO : Epoch 1898 | loss: 0.0310916 | val_loss: 0.031184 | Time: 1336.68 ms [2022-03-13 17:56:31 main:574] : INFO : Epoch 1899 | loss: 0.0310862 | val_loss: 0.0311855 | Time: 1322.38 ms [2022-03-13 17:56:33 main:574] : INFO : Epoch 1900 | loss: 0.0310878 | val_loss: 0.0311886 | Time: 1338.46 ms [2022-03-13 17:56:34 main:574] : INFO : Epoch 1901 | loss: 0.0310983 | val_loss: 0.0311749 | Time: 1328.21 ms [2022-03-13 17:56:36 main:574] : INFO : Epoch 1902 | loss: 0.0310944 | val_loss: 0.0311927 | Time: 1600.27 ms [2022-03-13 17:56:37 main:574] : INFO : Epoch 1903 | loss: 0.0310933 | val_loss: 0.0311873 | Time: 1347 ms [2022-03-13 17:56:38 main:574] : INFO : Epoch 1904 | loss: 0.0310971 | val_loss: 0.0311801 | Time: 1333.17 ms [2022-03-13 17:56:40 main:574] : INFO : Epoch 1905 | loss: 0.0310962 | val_loss: 0.0311935 | Time: 1327.03 ms [2022-03-13 17:56:41 main:574] : INFO : Epoch 1906 | loss: 0.0310924 | val_loss: 0.0311962 | Time: 1326.44 ms [2022-03-13 17:56:42 main:574] : INFO : Epoch 1907 | loss: 0.0310904 | val_loss: 0.0311887 | Time: 1330.78 ms [2022-03-13 17:56:44 main:574] : INFO : Epoch 1908 | loss: 0.0310903 | val_loss: 0.0311816 | Time: 1329.25 ms [2022-03-13 17:56:45 main:574] : INFO : Epoch 1909 | loss: 0.0310928 | val_loss: 0.0311843 | Time: 1541.5 ms [2022-03-13 17:56:47 main:574] : INFO : Epoch 1910 | loss: 0.0310943 | val_loss: 0.031177 | Time: 1385.31 ms [2022-03-13 17:56:48 main:574] : INFO : Epoch 1911 | loss: 0.0310949 | val_loss: 0.0311875 | Time: 1335.97 ms [2022-03-13 17:56:49 main:574] : INFO : Epoch 1912 | loss: 0.0310895 | val_loss: 0.0311795 | Time: 1331.68 ms [2022-03-13 17:56:51 main:574] : INFO : Epoch 1913 | loss: 0.0310931 | val_loss: 0.0311789 | Time: 1338.5 ms [2022-03-13 17:56:52 main:574] : INFO : Epoch 1914 | loss: 0.0310885 | val_loss: 0.0311959 | Time: 1338.52 ms [2022-03-13 17:56:53 main:574] : INFO : Epoch 1915 | loss: 0.0310873 | val_loss: 0.0311896 | Time: 1335.98 ms [2022-03-13 17:56:55 main:574] : INFO : Epoch 1916 | loss: 0.031091 | val_loss: 0.0311837 | Time: 1402.85 ms [2022-03-13 17:56:56 main:574] : INFO : Epoch 1917 | loss: 0.0311038 | val_loss: 0.0311793 | Time: 1543.83 ms [2022-03-13 17:56:58 main:574] : INFO : Epoch 1918 | loss: 0.0311082 | val_loss: 0.0311734 | Time: 1345.39 ms [2022-03-13 17:56:59 main:574] : INFO : Epoch 1919 | loss: 0.0310986 | val_loss: 0.0311917 | Time: 1352.96 ms [2022-03-13 17:57:00 main:574] : INFO : Epoch 1920 | loss: 0.031091 | val_loss: 0.031177 | Time: 1335.75 ms [2022-03-13 17:57:02 main:574] : INFO : Epoch 1921 | loss: 0.031093 | val_loss: 0.031186 | Time: 1329.25 ms [2022-03-13 17:57:03 main:574] : INFO : Epoch 1922 | loss: 0.0310947 | val_loss: 0.0311813 | Time: 1335.56 ms [2022-03-13 17:57:04 main:574] : INFO : Epoch 1923 | loss: 0.0310941 | val_loss: 0.0311884 | Time: 1369.65 ms [2022-03-13 17:57:06 main:574] : INFO : Epoch 1924 | loss: 0.0310929 | val_loss: 0.0311919 | Time: 1621.4 ms [2022-03-13 17:57:07 main:574] : INFO : Epoch 1925 | loss: 0.0310894 | val_loss: 0.0311884 | Time: 1370.66 ms [2022-03-13 17:57:10 main:574] : INFO : Epoch 1926 | loss: 0.0310901 | val_loss: 0.0311951 | Time: 2114.39 ms [2022-03-13 17:57:12 main:574] : INFO : Epoch 1927 | loss: 0.0310908 | val_loss: 0.0311915 | Time: 2003.17 ms [2022-03-13 17:57:17 main:574] : INFO : Epoch 1928 | loss: 0.0310874 | val_loss: 0.031176 | Time: 1400.22 ms [2022-03-13 17:57:18 main:574] : INFO : Epoch 1929 | loss: 0.0310919 | val_loss: 0.0311793 | Time: 1336.35 ms [2022-03-13 17:57:19 main:574] : INFO : Epoch 1930 | loss: 0.0310892 | val_loss: 0.0312071 | Time: 1336.99 ms [2022-03-13 17:57:21 main:574] : INFO : Epoch 1931 | loss: 0.0310975 | val_loss: 0.0311919 | Time: 1334.67 ms [2022-03-13 17:57:22 main:574] : INFO : Epoch 1932 | loss: 0.0310959 | val_loss: 0.0311934 | Time: 1339.29 ms [2022-03-13 17:57:23 main:574] : INFO : Epoch 1933 | loss: 0.0310924 | val_loss: 0.0311832 | Time: 1338.22 ms [2022-03-13 17:57:25 main:574] : INFO : Epoch 1934 | loss: 0.0310913 | val_loss: 0.0311947 | Time: 1407.98 ms [2022-03-13 17:57:26 main:574] : INFO : Epoch 1935 | loss: 0.0310948 | val_loss: 0.0311875 | Time: 1546.57 ms [2022-03-13 17:57:28 main:574] : INFO : Epoch 1936 | loss: 0.0310925 | val_loss: 0.031196 | Time: 1338.01 ms [2022-03-13 17:57:29 main:574] : INFO : Epoch 1937 | loss: 0.031092 | val_loss: 0.0311822 | Time: 1319.98 ms [2022-03-13 17:57:30 main:574] : INFO : Epoch 1938 | loss: 0.0310887 | val_loss: 0.0311889 | Time: 1323.82 ms [2022-03-13 17:57:32 main:574] : INFO : Epoch 1939 | loss: 0.0310897 | val_loss: 0.0311936 | Time: 1331.93 ms [2022-03-13 17:57:33 main:574] : INFO : Epoch 1940 | loss: 0.0310914 | val_loss: 0.0311818 | Time: 1332.1 ms [2022-03-13 17:57:34 main:574] : INFO : Epoch 1941 | loss: 0.0310924 | val_loss: 0.0311876 | Time: 1336.81 ms [2022-03-13 17:57:36 main:574] : INFO : Epoch 1942 | loss: 0.0310902 | val_loss: 0.0311955 | Time: 1602.86 ms [2022-03-13 17:57:37 main:574] : INFO : Epoch 1943 | loss: 0.0310812 | val_loss: 0.0311948 | Time: 1321.77 ms [2022-03-13 17:57:39 main:574] : INFO : Epoch 1944 | loss: 0.031084 | val_loss: 0.0311903 | Time: 1328.21 ms [2022-03-13 17:57:40 main:574] : INFO : Epoch 1945 | loss: 0.0310833 | val_loss: 0.0311991 | Time: 1327.42 ms [2022-03-13 17:57:41 main:574] : INFO : Epoch 1946 | loss: 0.0310915 | val_loss: 0.031179 | Time: 1337.94 ms [2022-03-13 17:57:43 main:574] : INFO : Epoch 1947 | loss: 0.0310937 | val_loss: 0.0311882 | Time: 1330.51 ms [2022-03-13 17:57:44 main:574] : INFO : Epoch 1948 | loss: 0.0310929 | val_loss: 0.031184 | Time: 1329.5 ms [2022-03-13 17:57:46 main:574] : INFO : Epoch 1949 | loss: 0.0310895 | val_loss: 0.0311902 | Time: 1602.71 ms [2022-03-13 17:57:47 main:574] : INFO : Epoch 1950 | loss: 0.0310868 | val_loss: 0.0312086 | Time: 1379.93 ms [2022-03-13 17:57:48 main:574] : INFO : Epoch 1951 | loss: 0.0310871 | val_loss: 0.0311915 | Time: 1331.31 ms [2022-03-13 17:57:50 main:574] : INFO : Epoch 1952 | loss: 0.031085 | val_loss: 0.0311867 | Time: 1338.92 ms [2022-03-13 17:57:51 main:574] : INFO : Epoch 1953 | loss: 0.0310861 | val_loss: 0.0311997 | Time: 1338.44 ms [2022-03-13 17:57:52 main:574] : INFO : Epoch 1954 | loss: 0.031084 | val_loss: 0.0312031 | Time: 1342.9 ms [2022-03-13 17:57:54 main:574] : INFO : Epoch 1955 | loss: 0.0310913 | val_loss: 0.0311939 | Time: 1333.01 ms [2022-03-13 17:57:55 main:574] : INFO : Epoch 1956 | loss: 0.0310878 | val_loss: 0.0311946 | Time: 1433.78 ms [2022-03-13 17:57:57 main:574] : INFO : Epoch 1957 | loss: 0.0310914 | val_loss: 0.0311951 | Time: 1501.81 ms [2022-03-13 17:57:58 main:574] : INFO : Epoch 1958 | loss: 0.0310985 | val_loss: 0.0311725 | Time: 1344.34 ms [2022-03-13 17:57:59 main:574] : INFO : Epoch 1959 | loss: 0.0311101 | val_loss: 0.0311684 | Time: 1338.08 ms [2022-03-13 17:58:01 main:574] : INFO : Epoch 1960 | loss: 0.0311029 | val_loss: 0.0311763 | Time: 1336.73 ms [2022-03-13 17:58:02 main:574] : INFO : Epoch 1961 | loss: 0.0310913 | val_loss: 0.0311876 | Time: 1332.82 ms [2022-03-13 17:58:03 main:574] : INFO : Epoch 1962 | loss: 0.0310902 | val_loss: 0.031179 | Time: 1348.15 ms [2022-03-13 17:58:05 main:574] : INFO : Epoch 1963 | loss: 0.031091 | val_loss: 0.0311923 | Time: 1350.86 ms [2022-03-13 17:58:06 main:574] : INFO : Epoch 1964 | loss: 0.0310895 | val_loss: 0.0311849 | Time: 1533.81 ms [2022-03-13 17:58:08 main:574] : INFO : Epoch 1965 | loss: 0.0310859 | val_loss: 0.0311947 | Time: 1345.75 ms [2022-03-13 17:58:09 main:574] : INFO : Epoch 1966 | loss: 0.031102 | val_loss: 0.0311809 | Time: 1785.68 ms [2022-03-13 17:58:17 main:574] : INFO : Epoch 1967 | loss: 0.031099 | val_loss: 0.0311904 | Time: 1401.66 ms [2022-03-13 17:58:18 main:574] : INFO : Epoch 1968 | loss: 0.0310948 | val_loss: 0.0311879 | Time: 1329.58 ms [2022-03-13 17:58:19 main:574] : INFO : Epoch 1969 | loss: 0.0310951 | val_loss: 0.031188 | Time: 1332.1 ms [2022-03-13 17:58:21 main:574] : INFO : Epoch 1970 | loss: 0.0310913 | val_loss: 0.0311917 | Time: 1337.89 ms [2022-03-13 17:58:22 main:574] : INFO : Epoch 1971 | loss: 0.0310874 | val_loss: 0.0311969 | Time: 1327.63 ms [2022-03-13 17:58:23 main:574] : INFO : Epoch 1972 | loss: 0.0310825 | val_loss: 0.0311866 | Time: 1333.29 ms [2022-03-13 17:58:25 main:574] : INFO : Epoch 1973 | loss: 0.031087 | val_loss: 0.0312083 | Time: 1358.92 ms [2022-03-13 17:58:26 main:574] : INFO : Epoch 1974 | loss: 0.0310957 | val_loss: 0.0311902 | Time: 1508.45 ms [2022-03-13 17:58:28 main:574] : INFO : Epoch 1975 | loss: 0.0310909 | val_loss: 0.0311886 | Time: 1341.4 ms [2022-03-13 17:58:29 main:574] : INFO : Epoch 1976 | loss: 0.0310924 | val_loss: 0.0311931 | Time: 1334.24 ms [2022-03-13 17:58:30 main:574] : INFO : Epoch 1977 | loss: 0.0310916 | val_loss: 0.0311842 | Time: 1338.31 ms [2022-03-13 17:58:32 main:574] : INFO : Epoch 1978 | loss: 0.0310833 | val_loss: 0.0311889 | Time: 1326.77 ms [2022-03-13 17:58:33 main:574] : INFO : Epoch 1979 | loss: 0.0310944 | val_loss: 0.0311824 | Time: 1322.23 ms [2022-03-13 17:58:34 main:574] : INFO : Epoch 1980 | loss: 0.0310933 | val_loss: 0.0311913 | Time: 1335.4 ms [2022-03-13 17:58:36 main:574] : INFO : Epoch 1981 | loss: 0.0310848 | val_loss: 0.031201 | Time: 1648.38 ms [2022-03-13 17:58:37 main:574] : INFO : Epoch 1982 | loss: 0.0310946 | val_loss: 0.0311888 | Time: 1337.71 ms [2022-03-13 17:58:39 main:574] : INFO : Epoch 1983 | loss: 0.0310888 | val_loss: 0.0311863 | Time: 1329.33 ms [2022-03-13 17:58:40 main:574] : INFO : Epoch 1984 | loss: 0.031084 | val_loss: 0.0311952 | Time: 1316.91 ms [2022-03-13 17:58:41 main:574] : INFO : Epoch 1985 | loss: 0.0310813 | val_loss: 0.0312019 | Time: 1335.96 ms [2022-03-13 17:58:43 main:574] : INFO : Epoch 1986 | loss: 0.031087 | val_loss: 0.0312011 | Time: 1330.27 ms [2022-03-13 17:58:44 main:574] : INFO : Epoch 1987 | loss: 0.0310815 | val_loss: 0.0311938 | Time: 1330.89 ms [2022-03-13 17:58:46 main:574] : INFO : Epoch 1988 | loss: 0.0310762 | val_loss: 0.0312117 | Time: 1720.64 ms [2022-03-13 17:58:47 main:574] : INFO : Epoch 1989 | loss: 0.0310749 | val_loss: 0.0311927 | Time: 1363.15 ms [2022-03-13 17:58:48 main:574] : INFO : Epoch 1990 | loss: 0.0310764 | val_loss: 0.031208 | Time: 1333.88 ms [2022-03-13 17:58:50 main:574] : INFO : Epoch 1991 | loss: 0.031082 | val_loss: 0.0311885 | Time: 1328.77 ms [2022-03-13 17:58:51 main:574] : INFO : Epoch 1992 | loss: 0.0310912 | val_loss: 0.0311924 | Time: 1336.52 ms [2022-03-13 17:58:52 main:574] : INFO : Epoch 1993 | loss: 0.0310855 | val_loss: 0.0311821 | Time: 1333.5 ms [2022-03-13 17:58:54 main:574] : INFO : Epoch 1994 | loss: 0.0310823 | val_loss: 0.0311883 | Time: 1332.14 ms [2022-03-13 17:58:55 main:574] : INFO : Epoch 1995 | loss: 0.0310856 | val_loss: 0.031206 | Time: 1715.77 ms [2022-03-13 17:58:57 main:574] : INFO : Epoch 1996 | loss: 0.0310819 | val_loss: 0.0312089 | Time: 1387.1 ms [2022-03-13 17:58:58 main:574] : INFO : Epoch 1997 | loss: 0.0310825 | val_loss: 0.0311941 | Time: 1327.14 ms [2022-03-13 17:58:59 main:574] : INFO : Epoch 1998 | loss: 0.0310787 | val_loss: 0.0311879 | Time: 1329.17 ms [2022-03-13 17:59:01 main:574] : INFO : Epoch 1999 | loss: 0.0310831 | val_loss: 0.0311891 | Time: 1338.03 ms [2022-03-13 17:59:02 main:574] : INFO : Epoch 2000 | loss: 0.0311 | val_loss: 0.0311809 | Time: 1329.94 ms [2022-03-13 17:59:04 main:574] : INFO : Epoch 2001 | loss: 0.0311094 | val_loss: 0.0311697 | Time: 1328.73 ms [2022-03-13 17:59:05 main:574] : INFO : Epoch 2002 | loss: 0.0311067 | val_loss: 0.0311691 | Time: 1377.63 ms [2022-03-13 17:59:06 main:574] : INFO : Epoch 2003 | loss: 0.0311055 | val_loss: 0.0311908 | Time: 1547.54 ms [2022-03-13 17:59:08 main:574] : INFO : Epoch 2004 | loss: 0.0311032 | val_loss: 0.031179 | Time: 1334.19 ms [2022-03-13 17:59:10 main:574] : INFO : Epoch 2005 | loss: 0.0310983 | val_loss: 0.0311879 | Time: 1887.75 ms [2022-03-13 17:59:12 main:574] : INFO : Epoch 2006 | loss: 0.031093 | val_loss: 0.0311834 | Time: 2347.77 ms [2022-03-13 17:59:14 main:574] : INFO : Epoch 2007 | loss: 0.0310904 | val_loss: 0.0311838 | Time: 2072.15 ms [2022-03-13 17:59:17 main:574] : INFO : Epoch 2008 | loss: 0.031085 | val_loss: 0.0311839 | Time: 1397.87 ms [2022-03-13 17:59:18 main:574] : INFO : Epoch 2009 | loss: 0.0310862 | val_loss: 0.0311882 | Time: 1329.86 ms [2022-03-13 17:59:20 main:574] : INFO : Epoch 2010 | loss: 0.0310876 | val_loss: 0.0311879 | Time: 1326.86 ms [2022-03-13 17:59:21 main:574] : INFO : Epoch 2011 | loss: 0.0311185 | val_loss: 0.0311734 | Time: 1334.05 ms [2022-03-13 17:59:22 main:574] : INFO : Epoch 2012 | loss: 0.0311116 | val_loss: 0.0311759 | Time: 1330.07 ms [2022-03-13 17:59:24 main:574] : INFO : Epoch 2013 | loss: 0.0311018 | val_loss: 0.0311814 | Time: 1336.94 ms [2022-03-13 17:59:25 main:574] : INFO : Epoch 2014 | loss: 0.0310957 | val_loss: 0.0311702 | Time: 1397.9 ms [2022-03-13 17:59:27 main:574] : INFO : Epoch 2015 | loss: 0.0310934 | val_loss: 0.0311931 | Time: 1548.25 ms [2022-03-13 17:59:28 main:574] : INFO : Epoch 2016 | loss: 0.0310885 | val_loss: 0.0311829 | Time: 1342.3 ms [2022-03-13 17:59:29 main:574] : INFO : Epoch 2017 | loss: 0.0310871 | val_loss: 0.0311822 | Time: 1322.24 ms [2022-03-13 17:59:31 main:574] : INFO : Epoch 2018 | loss: 0.0310897 | val_loss: 0.0311922 | Time: 1336.43 ms [2022-03-13 17:59:32 main:574] : INFO : Epoch 2019 | loss: 0.0311004 | val_loss: 0.0311837 | Time: 1330.08 ms [2022-03-13 17:59:33 main:574] : INFO : Epoch 2020 | loss: 0.0311021 | val_loss: 0.0311799 | Time: 1327.61 ms [2022-03-13 17:59:35 main:574] : INFO : Epoch 2021 | loss: 0.0310979 | val_loss: 0.0311975 | Time: 1350.87 ms [2022-03-13 17:59:36 main:574] : INFO : Epoch 2022 | loss: 0.0310924 | val_loss: 0.0311868 | Time: 1575.32 ms [2022-03-13 17:59:37 main:574] : INFO : Epoch 2023 | loss: 0.0310873 | val_loss: 0.03119 | Time: 1337.45 ms [2022-03-13 17:59:39 main:574] : INFO : Epoch 2024 | loss: 0.0310853 | val_loss: 0.0311828 | Time: 1326.73 ms [2022-03-13 17:59:40 main:574] : INFO : Epoch 2025 | loss: 0.0310939 | val_loss: 0.0311969 | Time: 1329.89 ms [2022-03-13 17:59:41 main:574] : INFO : Epoch 2026 | loss: 0.0310887 | val_loss: 0.0311907 | Time: 1336.29 ms [2022-03-13 17:59:43 main:574] : INFO : Epoch 2027 | loss: 0.0310856 | val_loss: 0.0311923 | Time: 1327.59 ms [2022-03-13 17:59:44 main:574] : INFO : Epoch 2028 | loss: 0.0310895 | val_loss: 0.0311817 | Time: 1335.56 ms [2022-03-13 17:59:46 main:574] : INFO : Epoch 2029 | loss: 0.0310905 | val_loss: 0.0311824 | Time: 1570.36 ms [2022-03-13 17:59:47 main:574] : INFO : Epoch 2030 | loss: 0.031088 | val_loss: 0.0311842 | Time: 1354.65 ms [2022-03-13 17:59:48 main:574] : INFO : Epoch 2031 | loss: 0.0310861 | val_loss: 0.031188 | Time: 1341.36 ms [2022-03-13 17:59:50 main:574] : INFO : Epoch 2032 | loss: 0.0310855 | val_loss: 0.0311832 | Time: 1331.33 ms [2022-03-13 17:59:51 main:574] : INFO : Epoch 2033 | loss: 0.031095 | val_loss: 0.031182 | Time: 1331.99 ms [2022-03-13 17:59:52 main:574] : INFO : Epoch 2034 | loss: 0.0310908 | val_loss: 0.0311921 | Time: 1336.72 ms [2022-03-13 17:59:54 main:574] : INFO : Epoch 2035 | loss: 0.0310897 | val_loss: 0.0312 | Time: 1328.63 ms [2022-03-13 17:59:55 main:574] : INFO : Epoch 2036 | loss: 0.0310873 | val_loss: 0.0311907 | Time: 1450.93 ms [2022-03-13 17:59:57 main:574] : INFO : Epoch 2037 | loss: 0.0310935 | val_loss: 0.0311863 | Time: 1442.6 ms [2022-03-13 17:59:58 main:574] : INFO : Epoch 2038 | loss: 0.0310877 | val_loss: 0.0311952 | Time: 1328.11 ms [2022-03-13 17:59:59 main:574] : INFO : Epoch 2039 | loss: 0.0310922 | val_loss: 0.0311967 | Time: 1329.24 ms [2022-03-13 18:00:01 main:574] : INFO : Epoch 2040 | loss: 0.0310893 | val_loss: 0.0311828 | Time: 1331.92 ms [2022-03-13 18:00:02 main:574] : INFO : Epoch 2041 | loss: 0.0310841 | val_loss: 0.0311953 | Time: 1535.79 ms [2022-03-13 18:00:05 main:574] : INFO : Epoch 2042 | loss: 0.0310822 | val_loss: 0.0312116 | Time: 2286.87 ms [2022-03-13 18:00:06 main:574] : INFO : Epoch 2043 | loss: 0.0310834 | val_loss: 0.0311966 | Time: 1731.08 ms [2022-03-13 18:00:08 main:574] : INFO : Epoch 2044 | loss: 0.0310843 | val_loss: 0.0311852 | Time: 1339.81 ms [2022-03-13 18:00:09 main:574] : INFO : Epoch 2045 | loss: 0.0310863 | val_loss: 0.0311772 | Time: 1328.82 ms [2022-03-13 18:00:10 main:574] : INFO : Epoch 2046 | loss: 0.0310835 | val_loss: 0.0312055 | Time: 1326.66 ms [2022-03-13 18:00:12 main:574] : INFO : Epoch 2047 | loss: 0.0310819 | val_loss: 0.0311915 | Time: 1332.22 ms [2022-03-13 18:00:13 main:574] : INFO : Epoch 2048 | loss: 0.0310832 | val_loss: 0.0311997 | Time: 1325.91 ms [2022-03-13 18:00:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311997 [2022-03-13 18:00:13 main:603] : INFO : Saving end state to config to file [2022-03-13 18:00:13 main:608] : INFO : Success, exiting.. 18:00:13 (15460): 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)