Task 14622522
| Name | ParityModified-1647049262-30778-3-0_1 |
| Workunit | 11324785 |
| Created | 17 Apr 2022, 1:28:22 UTC |
| Sent | 17 Apr 2022, 1:28:42 UTC |
| Report deadline | 25 Apr 2022, 1:28:42 UTC |
| Received | 23 Apr 2022, 21:58:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7122 |
| Run time | 48 min 16 sec |
| CPU time | 47 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,381.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.02 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 1394.09 ms [2022-04-24 07:46:29 main:574] : INFO : Epoch 1543 | loss: 0.031159 | val_loss: 0.031174 | Time: 1399.06 ms [2022-04-24 07:46:30 main:574] : INFO : Epoch 1544 | loss: 0.0311608 | val_loss: 0.031179 | Time: 1397.88 ms [2022-04-24 07:46:32 main:574] : INFO : Epoch 1545 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 1400.16 ms [2022-04-24 07:46:33 main:574] : INFO : Epoch 1546 | loss: 0.0311593 | val_loss: 0.0311767 | Time: 1395.6 ms [2022-04-24 07:46:34 main:574] : INFO : Epoch 1547 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1374.79 ms [2022-04-24 07:46:36 main:574] : INFO : Epoch 1548 | loss: 0.0311596 | val_loss: 0.0311795 | Time: 1403.81 ms [2022-04-24 07:46:37 main:574] : INFO : Epoch 1549 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 1398.89 ms [2022-04-24 07:46:39 main:574] : INFO : Epoch 1550 | loss: 0.031158 | val_loss: 0.031178 | Time: 1391.27 ms [2022-04-24 07:46:40 main:574] : INFO : Epoch 1551 | loss: 0.0311581 | val_loss: 0.0311785 | Time: 1377.58 ms [2022-04-24 07:46:41 main:574] : INFO : Epoch 1552 | loss: 0.0311596 | val_loss: 0.031179 | Time: 1393.36 ms [2022-04-24 07:46:43 main:574] : INFO : Epoch 1553 | loss: 0.0311584 | val_loss: 0.0311779 | Time: 1443.96 ms [2022-04-24 07:46:44 main:574] : INFO : Epoch 1554 | loss: 0.0311595 | val_loss: 0.0311805 | Time: 1425.86 ms [2022-04-24 07:46:46 main:574] : INFO : Epoch 1555 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 1426.56 ms [2022-04-24 07:46:47 main:574] : INFO : Epoch 1556 | loss: 0.0311618 | val_loss: 0.0311844 | Time: 1406.34 ms [2022-04-24 07:46:48 main:574] : INFO : Epoch 1557 | loss: 0.0311686 | val_loss: 0.0311779 | Time: 1393.56 ms [2022-04-24 07:46:50 main:574] : INFO : Epoch 1558 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 1364.37 ms [2022-04-24 07:46:51 main:574] : INFO : Epoch 1559 | loss: 0.031178 | val_loss: 0.0311956 | Time: 1384.64 ms [2022-04-24 07:46:53 main:574] : INFO : Epoch 1560 | loss: 0.0311842 | val_loss: 0.0311982 | Time: 1393.81 ms [2022-04-24 07:46:54 main:574] : INFO : Epoch 1561 | loss: 0.0311833 | val_loss: 0.0311901 | Time: 1395.07 ms [2022-04-24 07:46:56 main:574] : INFO : Epoch 1562 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 1411.3 ms [2022-04-24 07:46:57 main:574] : INFO : Epoch 1563 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 1396.53 ms [2022-04-24 07:46:58 main:574] : INFO : Epoch 1564 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1395.33 ms [2022-04-24 07:47:00 main:574] : INFO : Epoch 1565 | loss: 0.031173 | val_loss: 0.0311843 | Time: 1376.95 ms [2022-04-24 07:47:01 main:574] : INFO : Epoch 1566 | loss: 0.0311719 | val_loss: 0.0311835 | Time: 1378.99 ms [2022-04-24 07:47:02 main:574] : INFO : Epoch 1567 | loss: 0.0311716 | val_loss: 0.0311818 | Time: 1384.12 ms [2022-04-24 07:47:04 main:574] : INFO : Epoch 1568 | loss: 0.0311702 | val_loss: 0.0311813 | Time: 1404.28 ms [2022-04-24 07:47:05 main:574] : INFO : Epoch 1569 | loss: 0.0311679 | val_loss: 0.0311845 | Time: 1390.92 ms [2022-04-24 07:47:07 main:574] : INFO : Epoch 1570 | loss: 0.0311685 | val_loss: 0.031182 | Time: 1398.71 ms [2022-04-24 07:47:08 main:574] : INFO : Epoch 1571 | loss: 0.0311694 | val_loss: 0.031184 | Time: 1369.16 ms [2022-04-24 07:47:10 main:574] : INFO : Epoch 1572 | loss: 0.0311699 | val_loss: 0.0311831 | Time: 1418.34 ms [2022-04-24 07:47:11 main:574] : INFO : Epoch 1573 | loss: 0.0311687 | val_loss: 0.031181 | Time: 1406.5 ms [2022-04-24 07:47:12 main:574] : INFO : Epoch 1574 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 1363.57 ms [2022-04-24 07:47:14 main:574] : INFO : Epoch 1575 | loss: 0.0311679 | val_loss: 0.0311833 | Time: 1397.65 ms [2022-04-24 07:47:15 main:574] : INFO : Epoch 1576 | loss: 0.0311676 | val_loss: 0.0311809 | Time: 1434.18 ms [2022-04-24 07:47:17 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.0311836 | Time: 1400.83 ms [2022-04-24 07:47:18 main:574] : INFO : Epoch 1578 | loss: 0.031166 | val_loss: 0.031184 | Time: 1369.13 ms [2022-04-24 07:47:19 main:574] : INFO : Epoch 1579 | loss: 0.0311667 | val_loss: 0.0311811 | Time: 1358.84 ms [2022-04-24 07:47:21 main:574] : INFO : Epoch 1580 | loss: 0.0311671 | val_loss: 0.0311831 | Time: 1391.9 ms [2022-04-24 07:47:22 main:574] : INFO : Epoch 1581 | loss: 0.0311666 | val_loss: 0.0311851 | Time: 1369.36 ms [2022-04-24 07:47:24 main:574] : INFO : Epoch 1582 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 1430.77 ms [2022-04-24 07:47:25 main:574] : INFO : Epoch 1583 | loss: 0.0311651 | val_loss: 0.0311821 | Time: 1424.27 ms [2022-04-24 07:47:26 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311831 | Time: 1385.84 ms [2022-04-24 07:47:28 main:574] : INFO : Epoch 1585 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 1401.94 ms [2022-04-24 07:47:29 main:574] : INFO : Epoch 1586 | loss: 0.0311661 | val_loss: 0.0311802 | Time: 1405.36 ms [2022-04-24 07:47:31 main:574] : INFO : Epoch 1587 | loss: 0.031165 | val_loss: 0.0311797 | Time: 1390.52 ms [2022-04-24 07:47:32 main:574] : INFO : Epoch 1588 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 1411.64 ms [2022-04-24 07:47:33 main:574] : INFO : Epoch 1589 | loss: 0.0311657 | val_loss: 0.031176 | Time: 1362.61 ms [2022-04-24 07:47:35 main:574] : INFO : Epoch 1590 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 1383.97 ms [2022-04-24 07:47:36 main:574] : INFO : Epoch 1591 | loss: 0.0311663 | val_loss: 0.0311732 | Time: 1435.18 ms [2022-04-24 07:47:38 main:574] : INFO : Epoch 1592 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 1398.4 ms [2022-04-24 07:47:39 main:574] : INFO : Epoch 1593 | loss: 0.0312143 | val_loss: 0.0312371 | Time: 1368.2 ms [2022-04-24 07:47:40 main:574] : INFO : Epoch 1594 | loss: 0.0335952 | val_loss: 0.0315116 | Time: 1395.48 ms [2022-04-24 07:47:42 main:574] : INFO : Epoch 1595 | loss: 0.0588525 | val_loss: 0.0355421 | Time: 1359.94 ms [2022-04-24 07:47:43 main:574] : INFO : Epoch 1596 | loss: 0.0341635 | val_loss: 0.0318014 | Time: 1364.47 ms [2022-04-24 07:47:45 main:574] : INFO : Epoch 1597 | loss: 0.0316752 | val_loss: 0.0313573 | Time: 1465.05 ms [2022-04-24 07:47:46 main:574] : INFO : Epoch 1598 | loss: 0.031308 | val_loss: 0.0312826 | Time: 1458.33 ms [2022-04-24 07:47:48 main:574] : INFO : Epoch 1599 | loss: 0.031257 | val_loss: 0.031245 | Time: 1450.82 ms [2022-04-24 07:47:49 main:574] : INFO : Epoch 1600 | loss: 0.0312437 | val_loss: 0.0312397 | Time: 1415.3 ms [2022-04-24 07:47:50 main:574] : INFO : Epoch 1601 | loss: 0.0312404 | val_loss: 0.0312362 | Time: 1362.34 ms [2022-04-24 07:47:52 main:574] : INFO : Epoch 1602 | loss: 0.0312386 | val_loss: 0.0312347 | Time: 1392.27 ms [2022-04-24 07:47:53 main:574] : INFO : Epoch 1603 | loss: 0.0312368 | val_loss: 0.0312334 | Time: 1400.91 ms [2022-04-24 07:47:55 main:574] : INFO : Epoch 1604 | loss: 0.0312356 | val_loss: 0.0312322 | Time: 1361.24 ms [2022-04-24 07:47:56 main:574] : INFO : Epoch 1605 | loss: 0.0312338 | val_loss: 0.0312314 | Time: 1397.52 ms [2022-04-24 07:47:57 main:574] : INFO : Epoch 1606 | loss: 0.0312328 | val_loss: 0.0312276 | Time: 1396.53 ms [2022-04-24 07:47:59 main:574] : INFO : Epoch 1607 | loss: 0.0312309 | val_loss: 0.0312288 | Time: 1400.28 ms [2022-04-24 07:48:00 main:574] : INFO : Epoch 1608 | loss: 0.0312304 | val_loss: 0.0312277 | Time: 1393.17 ms [2022-04-24 07:48:02 main:574] : INFO : Epoch 1609 | loss: 0.0312284 | val_loss: 0.0312261 | Time: 1393.83 ms [2022-04-24 07:48:03 main:574] : INFO : Epoch 1610 | loss: 0.0312281 | val_loss: 0.0312256 | Time: 1381.25 ms [2022-04-24 07:48:04 main:574] : INFO : Epoch 1611 | loss: 0.031227 | val_loss: 0.0312251 | Time: 1402.74 ms [2022-04-24 07:48:06 main:574] : INFO : Epoch 1612 | loss: 0.0312253 | val_loss: 0.0312228 | Time: 1407.88 ms [2022-04-24 07:48:07 main:574] : INFO : Epoch 1613 | loss: 0.031225 | val_loss: 0.0312228 | Time: 1416.05 ms [2022-04-24 07:48:09 main:574] : INFO : Epoch 1614 | loss: 0.0312239 | val_loss: 0.0312224 | Time: 1396.5 ms [2022-04-24 07:48:10 main:574] : INFO : Epoch 1615 | loss: 0.0312227 | val_loss: 0.0312217 | Time: 1407.21 ms [2022-04-24 07:48:12 main:574] : INFO : Epoch 1616 | loss: 0.0312223 | val_loss: 0.0312225 | Time: 1408.9 ms [2022-04-24 07:48:13 main:574] : INFO : Epoch 1617 | loss: 0.031222 | val_loss: 0.0312213 | Time: 1404.73 ms [2022-04-24 07:48:14 main:574] : INFO : Epoch 1618 | loss: 0.031222 | val_loss: 0.0312214 | Time: 1390.96 ms [2022-04-24 07:48:16 main:574] : INFO : Epoch 1619 | loss: 0.0312216 | val_loss: 0.0312218 | Time: 1382.94 ms [2022-04-24 07:48:17 main:574] : INFO : Epoch 1620 | loss: 0.0312228 | val_loss: 0.0312301 | Time: 1400.07 ms [2022-04-24 07:48:19 main:574] : INFO : Epoch 1621 | loss: 0.0312212 | val_loss: 0.0312235 | Time: 1380.81 ms [2022-04-24 07:48:20 main:574] : INFO : Epoch 1622 | loss: 0.031221 | val_loss: 0.0312212 | Time: 1390.08 ms [2022-04-24 07:48:21 main:574] : INFO : Epoch 1623 | loss: 0.0312185 | val_loss: 0.0312197 | Time: 1387.93 ms [2022-04-24 07:48:23 main:574] : INFO : Epoch 1624 | loss: 0.0312183 | val_loss: 0.0312219 | Time: 1395.53 ms [2022-04-24 07:48:24 main:574] : INFO : Epoch 1625 | loss: 0.0312182 | val_loss: 0.0312194 | Time: 1406.93 ms [2022-04-24 07:48:26 main:574] : INFO : Epoch 1626 | loss: 0.0312172 | val_loss: 0.0312193 | Time: 1402.62 ms [2022-04-24 07:48:27 main:574] : INFO : Epoch 1627 | loss: 0.0312182 | val_loss: 0.031224 | Time: 1386.89 ms [2022-04-24 07:48:28 main:574] : INFO : Epoch 1628 | loss: 0.0312183 | val_loss: 0.0312227 | Time: 1385.84 ms [2022-04-24 07:48:30 main:574] : INFO : Epoch 1629 | loss: 0.0312156 | val_loss: 0.0312175 | Time: 1416.84 ms [2022-04-24 07:48:31 main:574] : INFO : Epoch 1630 | loss: 0.0312139 | val_loss: 0.0312154 | Time: 1389.85 ms [2022-04-24 07:48:33 main:574] : INFO : Epoch 1631 | loss: 0.0312127 | val_loss: 0.0312158 | Time: 1392.64 ms [2022-04-24 07:48:34 main:574] : INFO : Epoch 1632 | loss: 0.0312117 | val_loss: 0.0312163 | Time: 1395.42 ms [2022-04-24 07:48:35 main:574] : INFO : Epoch 1633 | loss: 0.0312135 | val_loss: 0.031218 | Time: 1375.37 ms [2022-04-24 07:48:37 main:574] : INFO : Epoch 1634 | loss: 0.0312131 | val_loss: 0.0312175 | Time: 1433.68 ms [2022-04-24 07:48:38 main:574] : INFO : Epoch 1635 | loss: 0.0312114 | val_loss: 0.0312155 | Time: 1427.39 ms [2022-04-24 07:48:40 main:574] : INFO : Epoch 1636 | loss: 0.0312103 | val_loss: 0.031215 | Time: 1370.24 ms [2022-04-24 07:48:41 main:574] : INFO : Epoch 1637 | loss: 0.0312101 | val_loss: 0.0312143 | Time: 1404.05 ms [2022-04-24 07:48:43 main:574] : INFO : Epoch 1638 | loss: 0.0312095 | val_loss: 0.0312156 | Time: 1375.79 ms [2022-04-24 07:48:44 main:574] : INFO : Epoch 1639 | loss: 0.0312091 | val_loss: 0.0312137 | Time: 1454.65 ms [2022-04-24 07:48:45 main:574] : INFO : Epoch 1640 | loss: 0.031209 | val_loss: 0.0312134 | Time: 1405.31 ms [2022-04-24 07:48:47 main:574] : INFO : Epoch 1641 | loss: 0.0312079 | val_loss: 0.0312127 | Time: 1367.14 ms [2022-04-24 07:48:48 main:574] : INFO : Epoch 1642 | loss: 0.0312078 | val_loss: 0.031214 | Time: 1399.24 ms [2022-04-24 07:48:50 main:574] : INFO : Epoch 1643 | loss: 0.0312082 | val_loss: 0.0312131 | Time: 1402.04 ms [2022-04-24 07:48:51 main:574] : INFO : Epoch 1644 | loss: 0.0312058 | val_loss: 0.0312115 | Time: 1378.34 ms [2022-04-24 07:48:52 main:574] : INFO : Epoch 1645 | loss: 0.031205 | val_loss: 0.0312124 | Time: 1388.96 ms [2022-04-24 07:48:54 main:574] : INFO : Epoch 1646 | loss: 0.0312054 | val_loss: 0.031209 | Time: 1395.42 ms [2022-04-24 07:48:55 main:574] : INFO : Epoch 1647 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 1391.75 ms [2022-04-24 07:48:57 main:574] : INFO : Epoch 1648 | loss: 0.0312062 | val_loss: 0.0312172 | Time: 1402.21 ms [2022-04-24 07:48:58 main:574] : INFO : Epoch 1649 | loss: 0.031204 | val_loss: 0.0312083 | Time: 1393.89 ms [2022-04-24 07:48:59 main:574] : INFO : Epoch 1650 | loss: 0.0312035 | val_loss: 0.0312095 | Time: 1403.77 ms [2022-04-24 07:49:01 main:574] : INFO : Epoch 1651 | loss: 0.0312013 | val_loss: 0.0312062 | Time: 1380.01 ms [2022-04-24 07:49:02 main:574] : INFO : Epoch 1652 | loss: 0.0312006 | val_loss: 0.0312068 | Time: 1387.81 ms [2022-04-24 07:49:04 main:574] : INFO : Epoch 1653 | loss: 0.0312005 | val_loss: 0.0312051 | Time: 1371.79 ms [2022-04-24 07:49:05 main:574] : INFO : Epoch 1654 | loss: 0.0312006 | val_loss: 0.0312053 | Time: 1422.32 ms [2022-04-24 07:49:06 main:574] : INFO : Epoch 1655 | loss: 0.0312053 | val_loss: 0.0312169 | Time: 1382.02 ms [2022-04-24 07:49:08 main:574] : INFO : Epoch 1656 | loss: 0.0312048 | val_loss: 0.0312045 | Time: 1413.33 ms [2022-04-24 07:49:09 main:574] : INFO : Epoch 1657 | loss: 0.0311998 | val_loss: 0.0312024 | Time: 1394.01 ms [2022-04-24 07:49:11 main:574] : INFO : Epoch 1658 | loss: 0.0311993 | val_loss: 0.0312101 | Time: 1383.91 ms [2022-04-24 07:49:12 main:574] : INFO : Epoch 1659 | loss: 0.0312031 | val_loss: 0.0312041 | Time: 1383.98 ms [2022-04-24 07:49:13 main:574] : INFO : Epoch 1660 | loss: 0.0311969 | val_loss: 0.0312032 | Time: 1393.76 ms [2022-04-24 07:49:15 main:574] : INFO : Epoch 1661 | loss: 0.0311981 | val_loss: 0.031202 | Time: 1388.54 ms [2022-04-24 07:49:16 main:574] : INFO : Epoch 1662 | loss: 0.0311996 | val_loss: 0.0312139 | Time: 1377.34 ms [2022-04-24 07:49:18 main:574] : INFO : Epoch 1663 | loss: 0.0312038 | val_loss: 0.0312035 | Time: 1384.25 ms [2022-04-24 07:49:19 main:574] : INFO : Epoch 1664 | loss: 0.0311968 | val_loss: 0.031202 | Time: 1396.47 ms [2022-04-24 07:49:20 main:574] : INFO : Epoch 1665 | loss: 0.0311932 | val_loss: 0.0312007 | Time: 1396.07 ms [2022-04-24 07:49:22 main:574] : INFO : Epoch 1666 | loss: 0.0311986 | val_loss: 0.0311991 | Time: 1385.42 ms [2022-04-24 07:49:23 main:574] : INFO : Epoch 1667 | loss: 0.0311925 | val_loss: 0.0311996 | Time: 1381.5 ms [2022-04-24 07:49:25 main:574] : INFO : Epoch 1668 | loss: 0.0311943 | val_loss: 0.0311975 | Time: 1387.76 ms [2022-04-24 07:49:26 main:574] : INFO : Epoch 1669 | loss: 0.0312081 | val_loss: 0.0312067 | Time: 1405.44 ms [2022-04-24 07:49:27 main:574] : INFO : Epoch 1670 | loss: 0.0312057 | val_loss: 0.0312229 | Time: 1405.93 ms [2022-04-24 07:49:29 main:574] : INFO : Epoch 1671 | loss: 0.0312018 | val_loss: 0.0312064 | Time: 1394.96 ms [2022-04-24 07:49:30 main:574] : INFO : Epoch 1672 | loss: 0.0311918 | val_loss: 0.0312002 | Time: 1417.32 ms [2022-04-24 07:49:32 main:574] : INFO : Epoch 1673 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1417.35 ms [2022-04-24 07:49:33 main:574] : INFO : Epoch 1674 | loss: 0.0311894 | val_loss: 0.0311972 | Time: 1371.49 ms [2022-04-24 07:49:35 main:574] : INFO : Epoch 1675 | loss: 0.0311894 | val_loss: 0.0312002 | Time: 1410.34 ms [2022-04-24 07:49:36 main:574] : INFO : Epoch 1676 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 1412.84 ms [2022-04-24 07:49:37 main:574] : INFO : Epoch 1677 | loss: 0.0311966 | val_loss: 0.0311994 | Time: 1409.45 ms [2022-04-24 07:49:39 main:574] : INFO : Epoch 1678 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 1435.96 ms [2022-04-24 07:49:40 main:574] : INFO : Epoch 1679 | loss: 0.0311885 | val_loss: 0.0311946 | Time: 1377.41 ms [2022-04-24 07:49:42 main:574] : INFO : Epoch 1680 | loss: 0.0311883 | val_loss: 0.0311948 | Time: 1413.36 ms [2022-04-24 07:49:43 main:574] : INFO : Epoch 1681 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 1407.36 ms [2022-04-24 07:49:45 main:574] : INFO : Epoch 1682 | loss: 0.0311875 | val_loss: 0.0311945 | Time: 1429.54 ms [2022-04-24 07:49:46 main:574] : INFO : Epoch 1683 | loss: 0.0311886 | val_loss: 0.031196 | Time: 1417.8 ms [2022-04-24 07:49:47 main:574] : INFO : Epoch 1684 | loss: 0.0311871 | val_loss: 0.0311999 | Time: 1365.66 ms [2022-04-24 07:49:49 main:574] : INFO : Epoch 1685 | loss: 0.0311937 | val_loss: 0.0311992 | Time: 1390.07 ms [2022-04-24 07:49:50 main:574] : INFO : Epoch 1686 | loss: 0.0311943 | val_loss: 0.0312045 | Time: 1412.48 ms [2022-04-24 07:49:52 main:574] : INFO : Epoch 1687 | loss: 0.0312017 | val_loss: 0.0312003 | Time: 1382.05 ms [2022-04-24 07:49:53 main:574] : INFO : Epoch 1688 | loss: 0.0311949 | val_loss: 0.0311982 | Time: 1380.16 ms [2022-04-24 07:49:54 main:574] : INFO : Epoch 1689 | loss: 0.0311914 | val_loss: 0.031195 | Time: 1368.75 ms [2022-04-24 07:49:56 main:574] : INFO : Epoch 1690 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 1376.1 ms [2022-04-24 07:49:57 main:574] : INFO : Epoch 1691 | loss: 0.031187 | val_loss: 0.0311937 | Time: 1423.94 ms [2022-04-24 07:49:59 main:574] : INFO : Epoch 1692 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 1390.76 ms [2022-04-24 07:50:00 main:574] : INFO : Epoch 1693 | loss: 0.0311875 | val_loss: 0.0311953 | Time: 1391.27 ms [2022-04-24 07:50:01 main:574] : INFO : Epoch 1694 | loss: 0.031184 | val_loss: 0.0311933 | Time: 1420.36 ms [2022-04-24 07:50:03 main:574] : INFO : Epoch 1695 | loss: 0.0311843 | val_loss: 0.0311952 | Time: 1378.46 ms [2022-04-24 07:50:04 main:574] : INFO : Epoch 1696 | loss: 0.031187 | val_loss: 0.0312002 | Time: 1391.86 ms [2022-04-24 07:50:06 main:574] : INFO : Epoch 1697 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 1409.08 ms [2022-04-24 07:50:07 main:574] : INFO : Epoch 1698 | loss: 0.0311899 | val_loss: 0.0311882 | Time: 1372.51 ms [2022-04-24 07:50:08 main:574] : INFO : Epoch 1699 | loss: 0.0311828 | val_loss: 0.0311904 | Time: 1416.09 ms [2022-04-24 07:50:10 main:574] : INFO : Epoch 1700 | loss: 0.0311867 | val_loss: 0.0312008 | Time: 1418.84 ms [2022-04-24 07:50:11 main:574] : INFO : Epoch 1701 | loss: 0.031194 | val_loss: 0.0312027 | Time: 1395.48 ms [2022-04-24 07:50:13 main:574] : INFO : Epoch 1702 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 1383.23 ms [2022-04-24 07:50:14 main:574] : INFO : Epoch 1703 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1379.24 ms [2022-04-24 07:50:15 main:574] : INFO : Epoch 1704 | loss: 0.0311814 | val_loss: 0.0311933 | Time: 1418.06 ms [2022-04-24 07:50:17 main:574] : INFO : Epoch 1705 | loss: 0.0311834 | val_loss: 0.0311957 | Time: 1419.58 ms [2022-04-24 07:50:18 main:574] : INFO : Epoch 1706 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 1459.84 ms [2022-04-24 07:50:20 main:574] : INFO : Epoch 1707 | loss: 0.0311816 | val_loss: 0.0311955 | Time: 1389.75 ms [2022-04-24 07:50:21 main:574] : INFO : Epoch 1708 | loss: 0.031183 | val_loss: 0.031192 | Time: 1361.61 ms [2022-04-24 07:50:23 main:574] : INFO : Epoch 1709 | loss: 0.0311823 | val_loss: 0.0311951 | Time: 1399.85 ms [2022-04-24 07:50:24 main:574] : INFO : Epoch 1710 | loss: 0.0311862 | val_loss: 0.0311925 | Time: 1415.7 ms [2022-04-24 07:50:25 main:574] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0312063 | Time: 1386.18 ms [2022-04-24 07:50:27 main:574] : INFO : Epoch 1712 | loss: 0.03118 | val_loss: 0.0311882 | Time: 1441.19 ms [2022-04-24 07:50:28 main:574] : INFO : Epoch 1713 | loss: 0.0311796 | val_loss: 0.0311884 | Time: 1384.72 ms [2022-04-24 07:50:30 main:574] : INFO : Epoch 1714 | loss: 0.0311807 | val_loss: 0.0311935 | Time: 1464.98 ms [2022-04-24 07:50:31 main:574] : INFO : Epoch 1715 | loss: 0.031186 | val_loss: 0.0311869 | Time: 1395.59 ms [2022-04-24 07:50:33 main:574] : INFO : Epoch 1716 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 1398.46 ms [2022-04-24 07:50:34 main:574] : INFO : Epoch 1717 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 1398.92 ms [2022-04-24 07:50:35 main:574] : INFO : Epoch 1718 | loss: 0.0311831 | val_loss: 0.0311978 | Time: 1408.39 ms [2022-04-24 07:50:37 main:574] : INFO : Epoch 1719 | loss: 0.0311799 | val_loss: 0.0311895 | Time: 1380.28 ms [2022-04-24 07:50:38 main:574] : INFO : Epoch 1720 | loss: 0.0311771 | val_loss: 0.0311895 | Time: 1401.45 ms [2022-04-24 07:50:40 main:574] : INFO : Epoch 1721 | loss: 0.0311776 | val_loss: 0.0311865 | Time: 1395.5 ms [2022-04-24 07:50:41 main:574] : INFO : Epoch 1722 | loss: 0.0311792 | val_loss: 0.0311911 | Time: 1416.64 ms [2022-04-24 07:50:42 main:574] : INFO : Epoch 1723 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 1407.85 ms [2022-04-24 07:50:44 main:574] : INFO : Epoch 1724 | loss: 0.0311874 | val_loss: 0.031194 | Time: 1401.23 ms [2022-04-24 07:50:45 main:574] : INFO : Epoch 1725 | loss: 0.0311849 | val_loss: 0.031195 | Time: 1441.46 ms [2022-04-24 07:50:47 main:574] : INFO : Epoch 1726 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1443.64 ms [2022-04-24 07:50:48 main:574] : INFO : Epoch 1727 | loss: 0.0311793 | val_loss: 0.0311987 | Time: 1381.2 ms [2022-04-24 07:50:49 main:574] : INFO : Epoch 1728 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 1400.61 ms [2022-04-24 07:50:51 main:574] : INFO : Epoch 1729 | loss: 0.0311792 | val_loss: 0.0311881 | Time: 1393.47 ms [2022-04-24 07:50:52 main:574] : INFO : Epoch 1730 | loss: 0.0311796 | val_loss: 0.0311926 | Time: 1412.68 ms [2022-04-24 07:50:54 main:574] : INFO : Epoch 1731 | loss: 0.0311796 | val_loss: 0.0311922 | Time: 1400.82 ms [2022-04-24 07:50:55 main:574] : INFO : Epoch 1732 | loss: 0.0311848 | val_loss: 0.0311949 | Time: 1403.49 ms [2022-04-24 07:50:57 main:574] : INFO : Epoch 1733 | loss: 0.0311836 | val_loss: 0.0311867 | Time: 1402.74 ms [2022-04-24 07:50:58 main:574] : INFO : Epoch 1734 | loss: 0.0311816 | val_loss: 0.0311886 | Time: 1394.99 ms [2022-04-24 07:50:59 main:574] : INFO : Epoch 1735 | loss: 0.0311786 | val_loss: 0.031185 | Time: 1383.63 ms [2022-04-24 07:51:01 main:574] : INFO : Epoch 1736 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 1395.13 ms [2022-04-24 07:51:02 main:574] : INFO : Epoch 1737 | loss: 0.0311797 | val_loss: 0.031187 | Time: 1393.43 ms [2022-04-24 07:51:04 main:574] : INFO : Epoch 1738 | loss: 0.0311791 | val_loss: 0.0311892 | Time: 1387.27 ms [2022-04-24 07:51:05 main:574] : INFO : Epoch 1739 | loss: 0.0311764 | val_loss: 0.03119 | Time: 1426.9 ms [2022-04-24 07:51:06 main:574] : INFO : Epoch 1740 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 1428.07 ms [2022-04-24 07:51:08 main:574] : INFO : Epoch 1741 | loss: 0.0311789 | val_loss: 0.0311924 | Time: 1387.84 ms [2022-04-24 07:51:09 main:574] : INFO : Epoch 1742 | loss: 0.0311787 | val_loss: 0.031185 | Time: 1378.37 ms [2022-04-24 07:51:11 main:574] : INFO : Epoch 1743 | loss: 0.0311755 | val_loss: 0.0311982 | Time: 1402.05 ms [2022-04-24 07:51:12 main:574] : INFO : Epoch 1744 | loss: 0.0311819 | val_loss: 0.0311872 | Time: 1374.15 ms [2022-04-24 07:51:13 main:574] : INFO : Epoch 1745 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 1423.46 ms [2022-04-24 07:51:15 main:574] : INFO : Epoch 1746 | loss: 0.031173 | val_loss: 0.0311931 | Time: 1374.49 ms [2022-04-24 07:51:16 main:574] : INFO : Epoch 1747 | loss: 0.0311794 | val_loss: 0.0311929 | Time: 1411.21 ms [2022-04-24 07:51:18 main:574] : INFO : Epoch 1748 | loss: 0.0311858 | val_loss: 0.0311977 | Time: 1419.49 ms [2022-04-24 07:51:19 main:574] : INFO : Epoch 1749 | loss: 0.0311775 | val_loss: 0.0311901 | Time: 1399.54 ms [2022-04-24 07:51:21 main:574] : INFO : Epoch 1750 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 1405.79 ms [2022-04-24 07:51:22 main:574] : INFO : Epoch 1751 | loss: 0.0311737 | val_loss: 0.0311896 | Time: 1415.66 ms [2022-04-24 07:51:23 main:574] : INFO : Epoch 1752 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 1405.14 ms [2022-04-24 07:51:25 main:574] : INFO : Epoch 1753 | loss: 0.0311794 | val_loss: 0.0311879 | Time: 1394.99 ms [2022-04-24 07:51:26 main:574] : INFO : Epoch 1754 | loss: 0.0311805 | val_loss: 0.0312019 | Time: 1424.27 ms [2022-04-24 07:51:28 main:574] : INFO : Epoch 1755 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 1361.42 ms [2022-04-24 07:51:29 main:574] : INFO : Epoch 1756 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 1409.47 ms [2022-04-24 07:51:30 main:574] : INFO : Epoch 1757 | loss: 0.0311716 | val_loss: 0.0311821 | Time: 1398.06 ms [2022-04-24 07:51:32 main:574] : INFO : Epoch 1758 | loss: 0.0311732 | val_loss: 0.0311893 | Time: 1403.32 ms [2022-04-24 07:51:33 main:574] : INFO : Epoch 1759 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 1376.21 ms [2022-04-24 07:51:35 main:574] : INFO : Epoch 1760 | loss: 0.0311745 | val_loss: 0.0312017 | Time: 1407.95 ms [2022-04-24 07:51:36 main:574] : INFO : Epoch 1761 | loss: 0.0311784 | val_loss: 0.031183 | Time: 1370.59 ms [2022-04-24 07:51:38 main:574] : INFO : Epoch 1762 | loss: 0.0311733 | val_loss: 0.0311845 | Time: 1432 ms [2022-04-24 07:51:39 main:574] : INFO : Epoch 1763 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 1446.57 ms [2022-04-24 07:51:40 main:574] : INFO : Epoch 1764 | loss: 0.031173 | val_loss: 0.0311829 | Time: 1417.57 ms [2022-04-24 07:51:42 main:574] : INFO : Epoch 1765 | loss: 0.0311773 | val_loss: 0.0311989 | Time: 1429.72 ms [2022-04-24 07:51:43 main:574] : INFO : Epoch 1766 | loss: 0.031176 | val_loss: 0.0311817 | Time: 1384.9 ms [2022-04-24 07:51:45 main:574] : INFO : Epoch 1767 | loss: 0.0311717 | val_loss: 0.0311841 | Time: 1440.35 ms [2022-04-24 07:51:46 main:574] : INFO : Epoch 1768 | loss: 0.0311725 | val_loss: 0.0311859 | Time: 1398.4 ms [2022-04-24 07:51:48 main:574] : INFO : Epoch 1769 | loss: 0.0311724 | val_loss: 0.0311865 | Time: 1397.97 ms [2022-04-24 07:51:49 main:574] : INFO : Epoch 1770 | loss: 0.0311697 | val_loss: 0.031185 | Time: 1415.32 ms [2022-04-24 07:51:50 main:574] : INFO : Epoch 1771 | loss: 0.0311724 | val_loss: 0.031188 | Time: 1410.43 ms [2022-04-24 07:51:52 main:574] : INFO : Epoch 1772 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 1396.27 ms [2022-04-24 07:51:53 main:574] : INFO : Epoch 1773 | loss: 0.0311704 | val_loss: 0.0311836 | Time: 1393.43 ms [2022-04-24 07:51:55 main:574] : INFO : Epoch 1774 | loss: 0.0311714 | val_loss: 0.0311863 | Time: 1400.69 ms [2022-04-24 07:51:56 main:574] : INFO : Epoch 1775 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 1401.77 ms [2022-04-24 07:51:57 main:574] : INFO : Epoch 1776 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 1383.09 ms [2022-04-24 07:51:59 main:574] : INFO : Epoch 1777 | loss: 0.0311712 | val_loss: 0.0311835 | Time: 1420.01 ms [2022-04-24 07:52:00 main:574] : INFO : Epoch 1778 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 1378.09 ms [2022-04-24 07:52:02 main:574] : INFO : Epoch 1779 | loss: 0.0311722 | val_loss: 0.0311843 | Time: 1382.35 ms [2022-04-24 07:52:03 main:574] : INFO : Epoch 1780 | loss: 0.0311768 | val_loss: 0.0311831 | Time: 1363.18 ms [2022-04-24 07:52:04 main:574] : INFO : Epoch 1781 | loss: 0.0311714 | val_loss: 0.0311973 | Time: 1370.34 ms [2022-04-24 07:52:06 main:574] : INFO : Epoch 1782 | loss: 0.0311772 | val_loss: 0.0311897 | Time: 1379.17 ms [2022-04-24 07:52:07 main:574] : INFO : Epoch 1783 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 1403.7 ms [2022-04-24 07:52:09 main:574] : INFO : Epoch 1784 | loss: 0.031175 | val_loss: 0.0311826 | Time: 1376.21 ms [2022-04-24 07:52:10 main:574] : INFO : Epoch 1785 | loss: 0.0311708 | val_loss: 0.031184 | Time: 1387.12 ms [2022-04-24 07:52:11 main:574] : INFO : Epoch 1786 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 1400.64 ms [2022-04-24 07:52:13 main:574] : INFO : Epoch 1787 | loss: 0.0311708 | val_loss: 0.0311831 | Time: 1426.13 ms [2022-04-24 07:52:14 main:574] : INFO : Epoch 1788 | loss: 0.0311843 | val_loss: 0.0311842 | Time: 1412.6 ms [2022-04-24 07:52:16 main:574] : INFO : Epoch 1789 | loss: 0.0311743 | val_loss: 0.0311924 | Time: 1395.71 ms [2022-04-24 07:52:17 main:574] : INFO : Epoch 1790 | loss: 0.0311712 | val_loss: 0.0312068 | Time: 1387.39 ms [2022-04-24 07:52:18 main:574] : INFO : Epoch 1791 | loss: 0.0311767 | val_loss: 0.0311875 | Time: 1405.47 ms [2022-04-24 07:52:20 main:574] : INFO : Epoch 1792 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 1394.02 ms [2022-04-24 07:52:21 main:574] : INFO : Epoch 1793 | loss: 0.0311703 | val_loss: 0.0311867 | Time: 1381.12 ms [2022-04-24 07:52:23 main:574] : INFO : Epoch 1794 | loss: 0.0311703 | val_loss: 0.0311819 | Time: 1396.65 ms [2022-04-24 07:52:24 main:574] : INFO : Epoch 1795 | loss: 0.0311688 | val_loss: 0.0311896 | Time: 1410.06 ms [2022-04-24 07:52:25 main:574] : INFO : Epoch 1796 | loss: 0.0311752 | val_loss: 0.0311875 | Time: 1379.49 ms [2022-04-24 07:52:27 main:574] : INFO : Epoch 1797 | loss: 0.0311694 | val_loss: 0.0311893 | Time: 1408.12 ms [2022-04-24 07:52:28 main:574] : INFO : Epoch 1798 | loss: 0.031169 | val_loss: 0.0311843 | Time: 1365.85 ms [2022-04-24 07:52:30 main:574] : INFO : Epoch 1799 | loss: 0.0311682 | val_loss: 0.0311836 | Time: 1366.23 ms [2022-04-24 07:52:31 main:574] : INFO : Epoch 1800 | loss: 0.0311714 | val_loss: 0.031188 | Time: 1397.62 ms [2022-04-24 07:52:33 main:574] : INFO : Epoch 1801 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 1444.38 ms [2022-04-24 07:52:34 main:574] : INFO : Epoch 1802 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 1392.47 ms [2022-04-24 07:52:35 main:574] : INFO : Epoch 1803 | loss: 0.0311775 | val_loss: 0.0311992 | Time: 1433.65 ms [2022-04-24 07:52:37 main:574] : INFO : Epoch 1804 | loss: 0.031183 | val_loss: 0.0311981 | Time: 1384.5 ms [2022-04-24 07:52:38 main:574] : INFO : Epoch 1805 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 1416.25 ms [2022-04-24 07:52:40 main:574] : INFO : Epoch 1806 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 1383.75 ms [2022-04-24 07:52:41 main:574] : INFO : Epoch 1807 | loss: 0.0311678 | val_loss: 0.0311824 | Time: 1406.83 ms [2022-04-24 07:52:42 main:574] : INFO : Epoch 1808 | loss: 0.0311688 | val_loss: 0.0311836 | Time: 1405.65 ms [2022-04-24 07:52:44 main:574] : INFO : Epoch 1809 | loss: 0.0311706 | val_loss: 0.0311868 | Time: 1428.03 ms [2022-04-24 07:52:45 main:574] : INFO : Epoch 1810 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 1430.23 ms [2022-04-24 07:52:47 main:574] : INFO : Epoch 1811 | loss: 0.0311705 | val_loss: 0.0311841 | Time: 1379.62 ms [2022-04-24 07:52:48 main:574] : INFO : Epoch 1812 | loss: 0.0311748 | val_loss: 0.031184 | Time: 1421.85 ms [2022-04-24 07:52:50 main:574] : INFO : Epoch 1813 | loss: 0.0311762 | val_loss: 0.0311927 | Time: 1428.66 ms [2022-04-24 07:52:51 main:574] : INFO : Epoch 1814 | loss: 0.0311727 | val_loss: 0.0311862 | Time: 1450.03 ms [2022-04-24 07:52:52 main:574] : INFO : Epoch 1815 | loss: 0.0311718 | val_loss: 0.0311873 | Time: 1417.19 ms [2022-04-24 07:52:54 main:574] : INFO : Epoch 1816 | loss: 0.0311733 | val_loss: 0.0311958 | Time: 1409.4 ms [2022-04-24 07:52:55 main:574] : INFO : Epoch 1817 | loss: 0.0311766 | val_loss: 0.0311903 | Time: 1410.96 ms [2022-04-24 07:52:57 main:574] : INFO : Epoch 1818 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1401.28 ms [2022-04-24 07:52:58 main:574] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.0311798 | Time: 1400.88 ms [2022-04-24 07:53:00 main:574] : INFO : Epoch 1820 | loss: 0.0311669 | val_loss: 0.0311906 | Time: 1389.59 ms [2022-04-24 07:53:01 main:574] : INFO : Epoch 1821 | loss: 0.0311692 | val_loss: 0.0311815 | Time: 1419.15 ms [2022-04-24 07:53:02 main:574] : INFO : Epoch 1822 | loss: 0.0311695 | val_loss: 0.03118 | Time: 1406.55 ms [2022-04-24 07:53:04 main:574] : INFO : Epoch 1823 | loss: 0.0311656 | val_loss: 0.0311807 | Time: 1383.58 ms [2022-04-24 07:53:05 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0312189 | Time: 1391.33 ms [2022-04-24 07:53:07 main:574] : INFO : Epoch 1825 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 1406.21 ms [2022-04-24 07:53:08 main:574] : INFO : Epoch 1826 | loss: 0.0311715 | val_loss: 0.0311851 | Time: 1390.48 ms [2022-04-24 07:53:09 main:574] : INFO : Epoch 1827 | loss: 0.031171 | val_loss: 0.03118 | Time: 1378.22 ms [2022-04-24 07:53:11 main:574] : INFO : Epoch 1828 | loss: 0.0311692 | val_loss: 0.0311817 | Time: 1412.39 ms [2022-04-24 07:53:12 main:574] : INFO : Epoch 1829 | loss: 0.0311687 | val_loss: 0.0311788 | Time: 1398.22 ms [2022-04-24 07:53:14 main:574] : INFO : Epoch 1830 | loss: 0.0311661 | val_loss: 0.0311779 | Time: 1402.8 ms [2022-04-24 07:53:15 main:574] : INFO : Epoch 1831 | loss: 0.0311654 | val_loss: 0.0311814 | Time: 1363.41 ms [2022-04-24 07:53:16 main:574] : INFO : Epoch 1832 | loss: 0.0311689 | val_loss: 0.0311797 | Time: 1358.02 ms [2022-04-24 07:53:18 main:574] : INFO : Epoch 1833 | loss: 0.0311682 | val_loss: 0.0311818 | Time: 1380.91 ms [2022-04-24 07:53:19 main:574] : INFO : Epoch 1834 | loss: 0.031169 | val_loss: 0.0311792 | Time: 1383.21 ms [2022-04-24 07:53:21 main:574] : INFO : Epoch 1835 | loss: 0.0311731 | val_loss: 0.0311924 | Time: 1393.42 ms [2022-04-24 07:53:22 main:574] : INFO : Epoch 1836 | loss: 0.031176 | val_loss: 0.0311878 | Time: 1412.79 ms [2022-04-24 07:53:23 main:574] : INFO : Epoch 1837 | loss: 0.0311688 | val_loss: 0.031182 | Time: 1387.9 ms [2022-04-24 07:53:25 main:574] : INFO : Epoch 1838 | loss: 0.0311706 | val_loss: 0.0311793 | Time: 1385.6 ms [2022-04-24 07:53:26 main:574] : INFO : Epoch 1839 | loss: 0.031165 | val_loss: 0.0311791 | Time: 1368.36 ms [2022-04-24 07:53:28 main:574] : INFO : Epoch 1840 | loss: 0.0311665 | val_loss: 0.0311798 | Time: 1394.82 ms [2022-04-24 07:53:29 main:574] : INFO : Epoch 1841 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 1390.81 ms [2022-04-24 07:53:30 main:574] : INFO : Epoch 1842 | loss: 0.0311803 | val_loss: 0.0311984 | Time: 1403.45 ms [2022-04-24 07:53:32 main:574] : INFO : Epoch 1843 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 1406.51 ms [2022-04-24 07:53:33 main:574] : INFO : Epoch 1844 | loss: 0.031166 | val_loss: 0.0311872 | Time: 1435.3 ms [2022-04-24 07:53:35 main:574] : INFO : Epoch 1845 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 1406.32 ms [2022-04-24 07:53:36 main:574] : INFO : Epoch 1846 | loss: 0.0311656 | val_loss: 0.0311854 | Time: 1374.08 ms [2022-04-24 07:53:38 main:574] : INFO : Epoch 1847 | loss: 0.0311704 | val_loss: 0.0311924 | Time: 1387.76 ms [2022-04-24 07:53:39 main:574] : INFO : Epoch 1848 | loss: 0.0311634 | val_loss: 0.0311801 | Time: 1412.74 ms [2022-04-24 07:53:40 main:574] : INFO : Epoch 1849 | loss: 0.0311611 | val_loss: 0.0311795 | Time: 1374.13 ms [2022-04-24 07:53:42 main:574] : INFO : Epoch 1850 | loss: 0.0311639 | val_loss: 0.0311823 | Time: 1397.72 ms [2022-04-24 07:53:43 main:574] : INFO : Epoch 1851 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 1432.98 ms [2022-04-24 07:53:45 main:574] : INFO : Epoch 1852 | loss: 0.0311679 | val_loss: 0.031179 | Time: 1448.82 ms [2022-04-24 07:53:46 main:574] : INFO : Epoch 1853 | loss: 0.0311611 | val_loss: 0.0311784 | Time: 1401.77 ms [2022-04-24 07:53:48 main:574] : INFO : Epoch 1854 | loss: 0.0311638 | val_loss: 0.0311837 | Time: 1411.25 ms [2022-04-24 07:53:49 main:574] : INFO : Epoch 1855 | loss: 0.0311619 | val_loss: 0.0311802 | Time: 1374.46 ms [2022-04-24 07:53:50 main:574] : INFO : Epoch 1856 | loss: 0.0311626 | val_loss: 0.0311867 | Time: 1382.66 ms [2022-04-24 07:53:52 main:574] : INFO : Epoch 1857 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 1411.46 ms [2022-04-24 07:53:53 main:574] : INFO : Epoch 1858 | loss: 0.0311618 | val_loss: 0.0311789 | Time: 1389.15 ms [2022-04-24 07:53:55 main:574] : INFO : Epoch 1859 | loss: 0.0311631 | val_loss: 0.0311857 | Time: 1398.81 ms [2022-04-24 07:53:56 main:574] : INFO : Epoch 1860 | loss: 0.0311666 | val_loss: 0.0311811 | Time: 1399.7 ms [2022-04-24 07:53:57 main:574] : INFO : Epoch 1861 | loss: 0.0311649 | val_loss: 0.0311844 | Time: 1402.32 ms [2022-04-24 07:53:59 main:574] : INFO : Epoch 1862 | loss: 0.0311638 | val_loss: 0.0311833 | Time: 1396.66 ms [2022-04-24 07:54:00 main:574] : INFO : Epoch 1863 | loss: 0.0311606 | val_loss: 0.0311807 | Time: 1375.96 ms [2022-04-24 07:54:02 main:574] : INFO : Epoch 1864 | loss: 0.0311631 | val_loss: 0.0311822 | Time: 1384.43 ms [2022-04-24 07:54:03 main:574] : INFO : Epoch 1865 | loss: 0.0311638 | val_loss: 0.0311951 | Time: 1378.1 ms [2022-04-24 07:54:04 main:574] : INFO : Epoch 1866 | loss: 0.0311639 | val_loss: 0.0311801 | Time: 1381.27 ms [2022-04-24 07:54:06 main:574] : INFO : Epoch 1867 | loss: 0.0311613 | val_loss: 0.0311837 | Time: 1412.82 ms [2022-04-24 07:54:07 main:574] : INFO : Epoch 1868 | loss: 0.0311628 | val_loss: 0.0311817 | Time: 1377.34 ms [2022-04-24 07:54:09 main:574] : INFO : Epoch 1869 | loss: 0.031163 | val_loss: 0.0311816 | Time: 1331 ms [2022-04-24 07:54:10 main:574] : INFO : Epoch 1870 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 1395.38 ms [2022-04-24 07:54:11 main:574] : INFO : Epoch 1871 | loss: 0.0311597 | val_loss: 0.0311798 | Time: 1386.57 ms [2022-04-24 07:54:13 main:574] : INFO : Epoch 1872 | loss: 0.0311588 | val_loss: 0.0311805 | Time: 1400.97 ms [2022-04-24 07:54:14 main:574] : INFO : Epoch 1873 | loss: 0.0311617 | val_loss: 0.0311833 | Time: 1394.59 ms [2022-04-24 07:54:16 main:574] : INFO : Epoch 1874 | loss: 0.0311644 | val_loss: 0.0311899 | Time: 1433.04 ms [2022-04-24 07:54:17 main:574] : INFO : Epoch 1875 | loss: 0.0311717 | val_loss: 0.0311867 | Time: 1423.63 ms [2022-04-24 07:54:18 main:574] : INFO : Epoch 1876 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 1386.11 ms [2022-04-24 07:54:20 main:574] : INFO : Epoch 1877 | loss: 0.0311651 | val_loss: 0.0311847 | Time: 1409.13 ms [2022-04-24 07:54:21 main:574] : INFO : Epoch 1878 | loss: 0.0311613 | val_loss: 0.0311818 | Time: 1407.14 ms [2022-04-24 07:54:23 main:574] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.0311821 | Time: 1395.97 ms [2022-04-24 07:54:24 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311927 | Time: 1398.02 ms [2022-04-24 07:54:26 main:574] : INFO : Epoch 1881 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 1424.9 ms [2022-04-24 07:54:27 main:574] : INFO : Epoch 1882 | loss: 0.0311665 | val_loss: 0.0311826 | Time: 1383.37 ms [2022-04-24 07:54:28 main:574] : INFO : Epoch 1883 | loss: 0.0311705 | val_loss: 0.0311891 | Time: 1376.88 ms [2022-04-24 07:54:30 main:574] : INFO : Epoch 1884 | loss: 0.0311732 | val_loss: 0.0311835 | Time: 1427.2 ms [2022-04-24 07:54:31 main:574] : INFO : Epoch 1885 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 1398.19 ms [2022-04-24 07:54:33 main:574] : INFO : Epoch 1886 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 1384.08 ms [2022-04-24 07:54:34 main:574] : INFO : Epoch 1887 | loss: 0.0311617 | val_loss: 0.0311886 | Time: 1407.05 ms [2022-04-24 07:54:35 main:574] : INFO : Epoch 1888 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 1412.59 ms [2022-04-24 07:54:37 main:574] : INFO : Epoch 1889 | loss: 0.0311601 | val_loss: 0.0311764 | Time: 1410.74 ms [2022-04-24 07:54:38 main:574] : INFO : Epoch 1890 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 1395.59 ms [2022-04-24 07:54:40 main:574] : INFO : Epoch 1891 | loss: 0.0311641 | val_loss: 0.0311822 | Time: 1379.27 ms [2022-04-24 07:54:41 main:574] : INFO : Epoch 1892 | loss: 0.0311614 | val_loss: 0.031175 | Time: 1398.16 ms [2022-04-24 07:54:42 main:574] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1390.47 ms [2022-04-24 07:54:44 main:574] : INFO : Epoch 1894 | loss: 0.0311597 | val_loss: 0.0311947 | Time: 1446.3 ms [2022-04-24 07:54:45 main:574] : INFO : Epoch 1895 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 1444.57 ms [2022-04-24 07:54:47 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.031177 | Time: 1400.17 ms [2022-04-24 07:54:48 main:574] : INFO : Epoch 1897 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 1384.46 ms [2022-04-24 07:54:50 main:574] : INFO : Epoch 1898 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 1376.16 ms [2022-04-24 07:54:51 main:574] : INFO : Epoch 1899 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 1431.43 ms [2022-04-24 07:54:52 main:574] : INFO : Epoch 1900 | loss: 0.0311662 | val_loss: 0.0311844 | Time: 1401.56 ms [2022-04-24 07:54:54 main:574] : INFO : Epoch 1901 | loss: 0.0311632 | val_loss: 0.0311783 | Time: 1404.5 ms [2022-04-24 07:54:55 main:574] : INFO : Epoch 1902 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 1398.27 ms [2022-04-24 07:54:57 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311794 | Time: 1408.34 ms [2022-04-24 07:54:58 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.03118 | Time: 1388.03 ms [2022-04-24 07:54:59 main:574] : INFO : Epoch 1905 | loss: 0.0311639 | val_loss: 0.0311895 | Time: 1399.58 ms [2022-04-24 07:55:01 main:574] : INFO : Epoch 1906 | loss: 0.0311684 | val_loss: 0.0311745 | Time: 1404.96 ms [2022-04-24 07:55:02 main:574] : INFO : Epoch 1907 | loss: 0.0311596 | val_loss: 0.0311775 | Time: 1412.7 ms [2022-04-24 07:55:04 main:574] : INFO : Epoch 1908 | loss: 0.0311614 | val_loss: 0.0311797 | Time: 1396.1 ms [2022-04-24 07:55:05 main:574] : INFO : Epoch 1909 | loss: 0.0311584 | val_loss: 0.0311737 | Time: 1404.78 ms [2022-04-24 07:55:06 main:574] : INFO : Epoch 1910 | loss: 0.0311608 | val_loss: 0.031174 | Time: 1400.85 ms [2022-04-24 07:55:08 main:574] : INFO : Epoch 1911 | loss: 0.0311592 | val_loss: 0.0311758 | Time: 1388.92 ms [2022-04-24 07:55:09 main:574] : INFO : Epoch 1912 | loss: 0.0311623 | val_loss: 0.0311786 | Time: 1397.42 ms [2022-04-24 07:55:11 main:574] : INFO : Epoch 1913 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 1409.13 ms [2022-04-24 07:55:12 main:574] : INFO : Epoch 1914 | loss: 0.03116 | val_loss: 0.0311821 | Time: 1396.44 ms [2022-04-24 07:55:14 main:574] : INFO : Epoch 1915 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1412.18 ms [2022-04-24 07:55:15 main:574] : INFO : Epoch 1916 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 1388.02 ms [2022-04-24 07:55:16 main:574] : INFO : Epoch 1917 | loss: 0.0311604 | val_loss: 0.03118 | Time: 1392.3 ms [2022-04-24 07:55:18 main:574] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311741 | Time: 1393.9 ms [2022-04-24 07:55:19 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.0311789 | Time: 1418.98 ms [2022-04-24 07:55:21 main:574] : INFO : Epoch 1920 | loss: 0.0311596 | val_loss: 0.031181 | Time: 1427.31 ms [2022-04-24 07:55:22 main:574] : INFO : Epoch 1921 | loss: 0.0311588 | val_loss: 0.0311766 | Time: 1409.61 ms [2022-04-24 07:55:23 main:574] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 1462.04 ms [2022-04-24 07:55:25 main:574] : INFO : Epoch 1923 | loss: 0.0311635 | val_loss: 0.0312036 | Time: 1459.2 ms [2022-04-24 07:55:26 main:574] : INFO : Epoch 1924 | loss: 0.0311693 | val_loss: 0.0311837 | Time: 1411.48 ms [2022-04-24 07:55:28 main:574] : INFO : Epoch 1925 | loss: 0.0311571 | val_loss: 0.031172 | Time: 1399.69 ms [2022-04-24 07:55:29 main:574] : INFO : Epoch 1926 | loss: 0.0311594 | val_loss: 0.0311741 | Time: 1386.36 ms [2022-04-24 07:55:31 main:574] : INFO : Epoch 1927 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 1374.59 ms [2022-04-24 07:55:32 main:574] : INFO : Epoch 1928 | loss: 0.0311608 | val_loss: 0.0311758 | Time: 1365.54 ms [2022-04-24 07:55:33 main:574] : INFO : Epoch 1929 | loss: 0.0311609 | val_loss: 0.0311822 | Time: 1416.39 ms [2022-04-24 07:55:35 main:574] : INFO : Epoch 1930 | loss: 0.0311562 | val_loss: 0.0311747 | Time: 1412.58 ms [2022-04-24 07:55:36 main:574] : INFO : Epoch 1931 | loss: 0.0311579 | val_loss: 0.0311772 | Time: 1382.35 ms [2022-04-24 07:55:38 main:574] : INFO : Epoch 1932 | loss: 0.0311541 | val_loss: 0.0311756 | Time: 1390.2 ms [2022-04-24 07:55:39 main:574] : INFO : Epoch 1933 | loss: 0.0311585 | val_loss: 0.0311792 | Time: 1422.76 ms [2022-04-24 07:55:40 main:574] : INFO : Epoch 1934 | loss: 0.0311598 | val_loss: 0.0311825 | Time: 1353.97 ms [2022-04-24 07:55:42 main:574] : INFO : Epoch 1935 | loss: 0.0311644 | val_loss: 0.0311772 | Time: 1423.63 ms [2022-04-24 07:55:43 main:574] : INFO : Epoch 1936 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 1425.53 ms [2022-04-24 07:55:45 main:574] : INFO : Epoch 1937 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 1427.46 ms [2022-04-24 07:55:46 main:574] : INFO : Epoch 1938 | loss: 0.0311666 | val_loss: 0.0311802 | Time: 1414.37 ms [2022-04-24 07:55:48 main:574] : INFO : Epoch 1939 | loss: 0.0311681 | val_loss: 0.0311823 | Time: 1407.84 ms [2022-04-24 07:55:49 main:574] : INFO : Epoch 1940 | loss: 0.0311677 | val_loss: 0.0311836 | Time: 1385.33 ms [2022-04-24 07:55:50 main:574] : INFO : Epoch 1941 | loss: 0.0311658 | val_loss: 0.0311796 | Time: 1366.79 ms [2022-04-24 07:55:52 main:574] : INFO : Epoch 1942 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 1384.28 ms [2022-04-24 07:55:53 main:574] : INFO : Epoch 1943 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 1371.02 ms [2022-04-24 07:55:55 main:574] : INFO : Epoch 1944 | loss: 0.0311625 | val_loss: 0.031184 | Time: 1415.68 ms [2022-04-24 07:55:56 main:574] : INFO : Epoch 1945 | loss: 0.0311611 | val_loss: 0.0311814 | Time: 1421.73 ms [2022-04-24 07:55:57 main:574] : INFO : Epoch 1946 | loss: 0.0311643 | val_loss: 0.0311809 | Time: 1409.34 ms [2022-04-24 07:55:59 main:574] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311819 | Time: 1420.74 ms [2022-04-24 07:56:00 main:574] : INFO : Epoch 1948 | loss: 0.0311622 | val_loss: 0.0311798 | Time: 1386.75 ms [2022-04-24 07:56:02 main:574] : INFO : Epoch 1949 | loss: 0.0311631 | val_loss: 0.0311811 | Time: 1372.03 ms [2022-04-24 07:56:03 main:574] : INFO : Epoch 1950 | loss: 0.0311645 | val_loss: 0.0311806 | Time: 1375.7 ms [2022-04-24 07:56:04 main:574] : INFO : Epoch 1951 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 1377.78 ms [2022-04-24 07:56:06 main:574] : INFO : Epoch 1952 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 1414.79 ms [2022-04-24 07:56:07 main:574] : INFO : Epoch 1953 | loss: 0.0311597 | val_loss: 0.0311752 | Time: 1395.62 ms [2022-04-24 07:56:09 main:574] : INFO : Epoch 1954 | loss: 0.0311576 | val_loss: 0.0311826 | Time: 1375.13 ms [2022-04-24 07:56:10 main:574] : INFO : Epoch 1955 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 1384.92 ms [2022-04-24 07:56:11 main:574] : INFO : Epoch 1956 | loss: 0.0311587 | val_loss: 0.0311731 | Time: 1367.66 ms [2022-04-24 07:56:13 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 1395.23 ms [2022-04-24 07:56:14 main:574] : INFO : Epoch 1958 | loss: 0.0311678 | val_loss: 0.0312013 | Time: 1414.95 ms [2022-04-24 07:56:16 main:574] : INFO : Epoch 1959 | loss: 0.0311741 | val_loss: 0.0312031 | Time: 1416.98 ms [2022-04-24 07:56:17 main:574] : INFO : Epoch 1960 | loss: 0.0311659 | val_loss: 0.0311852 | Time: 1429.25 ms [2022-04-24 07:56:19 main:574] : INFO : Epoch 1961 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 1417.13 ms [2022-04-24 07:56:20 main:574] : INFO : Epoch 1962 | loss: 0.0311691 | val_loss: 0.0311758 | Time: 1381.28 ms [2022-04-24 07:56:21 main:574] : INFO : Epoch 1963 | loss: 0.03117 | val_loss: 0.031179 | Time: 1400.45 ms [2022-04-24 07:56:23 main:574] : INFO : Epoch 1964 | loss: 0.0311708 | val_loss: 0.0311813 | Time: 1404.49 ms [2022-04-24 07:56:24 main:574] : INFO : Epoch 1965 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 1383.55 ms [2022-04-24 07:56:26 main:574] : INFO : Epoch 1966 | loss: 0.0311676 | val_loss: 0.0311766 | Time: 1403.62 ms [2022-04-24 07:56:27 main:574] : INFO : Epoch 1967 | loss: 0.0311659 | val_loss: 0.0311708 | Time: 1401.42 ms [2022-04-24 07:56:28 main:574] : INFO : Epoch 1968 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1357.24 ms [2022-04-24 07:56:30 main:574] : INFO : Epoch 1969 | loss: 0.0311669 | val_loss: 0.0311876 | Time: 1335.47 ms [2022-04-24 07:56:31 main:574] : INFO : Epoch 1970 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 1404.82 ms [2022-04-24 07:56:32 main:574] : INFO : Epoch 1971 | loss: 0.0311608 | val_loss: 0.0311757 | Time: 1382.68 ms [2022-04-24 07:56:34 main:574] : INFO : Epoch 1972 | loss: 0.0311583 | val_loss: 0.0311725 | Time: 1398.21 ms [2022-04-24 07:56:35 main:574] : INFO : Epoch 1973 | loss: 0.0311596 | val_loss: 0.0311706 | Time: 1389.65 ms [2022-04-24 07:56:37 main:574] : INFO : Epoch 1974 | loss: 0.0311567 | val_loss: 0.0311722 | Time: 1390.92 ms [2022-04-24 07:56:38 main:574] : INFO : Epoch 1975 | loss: 0.0311574 | val_loss: 0.0311829 | Time: 1399.2 ms [2022-04-24 07:56:39 main:574] : INFO : Epoch 1976 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1388.3 ms [2022-04-24 07:56:41 main:574] : INFO : Epoch 1977 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 1378.34 ms [2022-04-24 07:56:42 main:574] : INFO : Epoch 1978 | loss: 0.0311618 | val_loss: 0.0311816 | Time: 1411.74 ms [2022-04-24 07:56:44 main:574] : INFO : Epoch 1979 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 1428.77 ms [2022-04-24 07:56:45 main:574] : INFO : Epoch 1980 | loss: 0.0311587 | val_loss: 0.0311756 | Time: 1398.63 ms [2022-04-24 07:56:47 main:574] : INFO : Epoch 1981 | loss: 0.0311579 | val_loss: 0.0311727 | Time: 1409.89 ms [2022-04-24 07:56:48 main:574] : INFO : Epoch 1982 | loss: 0.0311584 | val_loss: 0.0311782 | Time: 1416.11 ms [2022-04-24 07:56:49 main:574] : INFO : Epoch 1983 | loss: 0.0311695 | val_loss: 0.0311735 | Time: 1400.95 ms [2022-04-24 07:56:51 main:574] : INFO : Epoch 1984 | loss: 0.0311644 | val_loss: 0.0311791 | Time: 1389.24 ms [2022-04-24 07:56:52 main:574] : INFO : Epoch 1985 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 1399.45 ms [2022-04-24 07:56:54 main:574] : INFO : Epoch 1986 | loss: 0.031158 | val_loss: 0.0311823 | Time: 1384.15 ms [2022-04-24 07:56:55 main:574] : INFO : Epoch 1987 | loss: 0.0311606 | val_loss: 0.031179 | Time: 1383.58 ms [2022-04-24 07:56:56 main:574] : INFO : Epoch 1988 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 1365.94 ms [2022-04-24 07:56:58 main:574] : INFO : Epoch 1989 | loss: 0.0311598 | val_loss: 0.0311792 | Time: 1387.1 ms [2022-04-24 07:56:59 main:574] : INFO : Epoch 1990 | loss: 0.0311646 | val_loss: 0.0311894 | Time: 1406.86 ms [2022-04-24 07:57:01 main:574] : INFO : Epoch 1991 | loss: 0.0311642 | val_loss: 0.0311788 | Time: 1436.91 ms [2022-04-24 07:57:02 main:574] : INFO : Epoch 1992 | loss: 0.0311681 | val_loss: 0.0311827 | Time: 1412.44 ms [2022-04-24 07:57:04 main:574] : INFO : Epoch 1993 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 1408.53 ms [2022-04-24 07:57:05 main:574] : INFO : Epoch 1994 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 1388.49 ms [2022-04-24 07:57:06 main:574] : INFO : Epoch 1995 | loss: 0.0311654 | val_loss: 0.0311769 | Time: 1395.62 ms [2022-04-24 07:57:08 main:574] : INFO : Epoch 1996 | loss: 0.0311607 | val_loss: 0.0311735 | Time: 1394.04 ms [2022-04-24 07:57:09 main:574] : INFO : Epoch 1997 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 1367.31 ms [2022-04-24 07:57:11 main:574] : INFO : Epoch 1998 | loss: 0.0311546 | val_loss: 0.0311689 | Time: 1417.06 ms [2022-04-24 07:57:12 main:574] : INFO : Epoch 1999 | loss: 0.0311562 | val_loss: 0.0311795 | Time: 1409.7 ms [2022-04-24 07:57:13 main:574] : INFO : Epoch 2000 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 1381.79 ms [2022-04-24 07:57:15 main:574] : INFO : Epoch 2001 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 1390.11 ms [2022-04-24 07:57:16 main:574] : INFO : Epoch 2002 | loss: 0.0311575 | val_loss: 0.0311734 | Time: 1365.13 ms [2022-04-24 07:57:18 main:574] : INFO : Epoch 2003 | loss: 0.0311577 | val_loss: 0.0311695 | Time: 1418.05 ms [2022-04-24 07:57:19 main:574] : INFO : Epoch 2004 | loss: 0.0311588 | val_loss: 0.0311765 | Time: 1386.8 ms [2022-04-24 07:57:20 main:574] : INFO : Epoch 2005 | loss: 0.0311564 | val_loss: 0.0311705 | Time: 1368.93 ms [2022-04-24 07:57:22 main:574] : INFO : Epoch 2006 | loss: 0.0311538 | val_loss: 0.031168 | Time: 1372 ms [2022-04-24 07:57:23 main:574] : INFO : Epoch 2007 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 1396.99 ms [2022-04-24 07:57:25 main:574] : INFO : Epoch 2008 | loss: 0.0311518 | val_loss: 0.0311672 | Time: 1391.55 ms [2022-04-24 07:57:26 main:574] : INFO : Epoch 2009 | loss: 0.0311524 | val_loss: 0.0311752 | Time: 1405.47 ms [2022-04-24 07:57:27 main:574] : INFO : Epoch 2010 | loss: 0.031155 | val_loss: 0.0311714 | Time: 1418.58 ms [2022-04-24 07:57:29 main:574] : INFO : Epoch 2011 | loss: 0.0311543 | val_loss: 0.0311721 | Time: 1358.03 ms [2022-04-24 07:57:30 main:574] : INFO : Epoch 2012 | loss: 0.0311576 | val_loss: 0.0311758 | Time: 1376.21 ms [2022-04-24 07:57:32 main:574] : INFO : Epoch 2013 | loss: 0.0311571 | val_loss: 0.0311813 | Time: 1398.6 ms [2022-04-24 07:57:33 main:574] : INFO : Epoch 2014 | loss: 0.0311544 | val_loss: 0.0311758 | Time: 1383.15 ms [2022-04-24 07:57:34 main:574] : INFO : Epoch 2015 | loss: 0.0311518 | val_loss: 0.0311741 | Time: 1402.08 ms [2022-04-24 07:57:36 main:574] : INFO : Epoch 2016 | loss: 0.0311551 | val_loss: 0.0311828 | Time: 1381.02 ms [2022-04-24 07:57:37 main:574] : INFO : Epoch 2017 | loss: 0.0311586 | val_loss: 0.0311799 | Time: 1405.59 ms [2022-04-24 07:57:39 main:574] : INFO : Epoch 2018 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1409.34 ms [2022-04-24 07:57:40 main:574] : INFO : Epoch 2019 | loss: 0.0311544 | val_loss: 0.0311702 | Time: 1360.15 ms [2022-04-24 07:57:41 main:574] : INFO : Epoch 2020 | loss: 0.0311526 | val_loss: 0.0311786 | Time: 1369.75 ms [2022-04-24 07:57:43 main:574] : INFO : Epoch 2021 | loss: 0.0311525 | val_loss: 0.0311687 | Time: 1399.5 ms [2022-04-24 07:57:44 main:574] : INFO : Epoch 2022 | loss: 0.0311511 | val_loss: 0.0311753 | Time: 1403.28 ms [2022-04-24 07:57:46 main:574] : INFO : Epoch 2023 | loss: 0.031152 | val_loss: 0.0311696 | Time: 1419.92 ms [2022-04-24 07:57:47 main:574] : INFO : Epoch 2024 | loss: 0.0311502 | val_loss: 0.0311719 | Time: 1422.88 ms [2022-04-24 07:57:48 main:574] : INFO : Epoch 2025 | loss: 0.0311596 | val_loss: 0.031189 | Time: 1412.05 ms [2022-04-24 07:57:50 main:574] : INFO : Epoch 2026 | loss: 0.0311607 | val_loss: 0.0311831 | Time: 1401.93 ms [2022-04-24 07:57:51 main:574] : INFO : Epoch 2027 | loss: 0.0311595 | val_loss: 0.0311807 | Time: 1412.89 ms [2022-04-24 07:57:53 main:574] : INFO : Epoch 2028 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1404.99 ms [2022-04-24 07:57:54 main:574] : INFO : Epoch 2029 | loss: 0.0311562 | val_loss: 0.0311798 | Time: 1417.84 ms [2022-04-24 07:57:56 main:574] : INFO : Epoch 2030 | loss: 0.0311544 | val_loss: 0.0311729 | Time: 1358.78 ms [2022-04-24 07:57:57 main:574] : INFO : Epoch 2031 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 1401.68 ms [2022-04-24 07:57:58 main:574] : INFO : Epoch 2032 | loss: 0.031153 | val_loss: 0.0311902 | Time: 1387.83 ms [2022-04-24 07:58:00 main:574] : INFO : Epoch 2033 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 1386.43 ms [2022-04-24 07:58:01 main:574] : INFO : Epoch 2034 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 1409.16 ms [2022-04-24 07:58:03 main:574] : INFO : Epoch 2035 | loss: 0.0311545 | val_loss: 0.0311715 | Time: 1390.03 ms [2022-04-24 07:58:04 main:574] : INFO : Epoch 2036 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 1386.28 ms [2022-04-24 07:58:05 main:574] : INFO : Epoch 2037 | loss: 0.0311589 | val_loss: 0.0311747 | Time: 1390.43 ms [2022-04-24 07:58:07 main:574] : INFO : Epoch 2038 | loss: 0.031155 | val_loss: 0.031172 | Time: 1359.94 ms [2022-04-24 07:58:08 main:574] : INFO : Epoch 2039 | loss: 0.0311537 | val_loss: 0.0311777 | Time: 1422.13 ms [2022-04-24 07:58:10 main:574] : INFO : Epoch 2040 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 1410.54 ms [2022-04-24 07:58:11 main:574] : INFO : Epoch 2041 | loss: 0.0311549 | val_loss: 0.0311726 | Time: 1409.5 ms [2022-04-24 07:58:12 main:574] : INFO : Epoch 2042 | loss: 0.031151 | val_loss: 0.0311742 | Time: 1380.03 ms [2022-04-24 07:58:14 main:574] : INFO : Epoch 2043 | loss: 0.0311542 | val_loss: 0.0311768 | Time: 1375.75 ms [2022-04-24 07:58:15 main:574] : INFO : Epoch 2044 | loss: 0.0311511 | val_loss: 0.0311745 | Time: 1401.68 ms [2022-04-24 07:58:17 main:574] : INFO : Epoch 2045 | loss: 0.0311525 | val_loss: 0.0311815 | Time: 1396.6 ms [2022-04-24 07:58:18 main:574] : INFO : Epoch 2046 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 1377.81 ms [2022-04-24 07:58:19 main:574] : INFO : Epoch 2047 | loss: 0.0311573 | val_loss: 0.0311667 | Time: 1392.7 ms [2022-04-24 07:58:21 main:574] : INFO : Epoch 2048 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1407.19 ms [2022-04-24 07:58:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685 [2022-04-24 07:58:21 main:603] : INFO : Saving end state to config to file [2022-04-24 07:58:21 main:608] : INFO : Success, exiting.. 07:58:21 (77636): 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)