Task 8806265
| Name | ParityModified-1634620934-8040-3_1 |
| Workunit | 6037429 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:57:54 UTC |
| Report deadline | 15 Nov 2021, 21:57:54 UTC |
| Received | 8 Nov 2021, 23:11:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12446 |
| Run time | 45 min 44 sec |
| CPU time | 42 min 30 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,571.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311547 | val_loss: 0.0311796 | Time: 1242.65 ms [2021-11-08 23:45:33 main:574] : INFO : Epoch 1543 | loss: 0.0311559 | val_loss: 0.0311725 | Time: 1254.58 ms [2021-11-08 23:45:34 main:574] : INFO : Epoch 1544 | loss: 0.0311594 | val_loss: 0.0311869 | Time: 1267.2 ms [2021-11-08 23:45:36 main:574] : INFO : Epoch 1545 | loss: 0.0311595 | val_loss: 0.031173 | Time: 1218.65 ms [2021-11-08 23:45:37 main:574] : INFO : Epoch 1546 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 1276.24 ms [2021-11-08 23:45:38 main:574] : INFO : Epoch 1547 | loss: 0.031153 | val_loss: 0.0311706 | Time: 1256.58 ms [2021-11-08 23:45:40 main:574] : INFO : Epoch 1548 | loss: 0.0311524 | val_loss: 0.031174 | Time: 1321.79 ms [2021-11-08 23:45:41 main:574] : INFO : Epoch 1549 | loss: 0.0311516 | val_loss: 0.0311749 | Time: 1287.49 ms [2021-11-08 23:45:43 main:574] : INFO : Epoch 1550 | loss: 0.0311514 | val_loss: 0.0311721 | Time: 1339.47 ms [2021-11-08 23:45:44 main:574] : INFO : Epoch 1551 | loss: 0.0311509 | val_loss: 0.0311746 | Time: 1313.57 ms [2021-11-08 23:45:45 main:574] : INFO : Epoch 1552 | loss: 0.0311523 | val_loss: 0.0311726 | Time: 1277.36 ms [2021-11-08 23:45:47 main:574] : INFO : Epoch 1553 | loss: 0.0311507 | val_loss: 0.0311773 | Time: 1210.14 ms [2021-11-08 23:45:48 main:574] : INFO : Epoch 1554 | loss: 0.0311514 | val_loss: 0.0311762 | Time: 1211.92 ms [2021-11-08 23:45:49 main:574] : INFO : Epoch 1555 | loss: 0.0311521 | val_loss: 0.0311769 | Time: 1268.93 ms [2021-11-08 23:45:51 main:574] : INFO : Epoch 1556 | loss: 0.0311578 | val_loss: 0.0311757 | Time: 1249.31 ms [2021-11-08 23:45:52 main:574] : INFO : Epoch 1557 | loss: 0.0311586 | val_loss: 0.0311768 | Time: 1241.75 ms [2021-11-08 23:45:53 main:574] : INFO : Epoch 1558 | loss: 0.0311614 | val_loss: 0.0311789 | Time: 1276.65 ms [2021-11-08 23:45:55 main:574] : INFO : Epoch 1559 | loss: 0.0311765 | val_loss: 0.031181 | Time: 1292.38 ms [2021-11-08 23:45:56 main:574] : INFO : Epoch 1560 | loss: 0.0311832 | val_loss: 0.0311833 | Time: 1254.98 ms [2021-11-08 23:45:57 main:574] : INFO : Epoch 1561 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 1283.96 ms [2021-11-08 23:45:59 main:574] : INFO : Epoch 1562 | loss: 0.0311787 | val_loss: 0.0311759 | Time: 1280.22 ms [2021-11-08 23:46:00 main:574] : INFO : Epoch 1563 | loss: 0.0311753 | val_loss: 0.0311743 | Time: 1310.38 ms [2021-11-08 23:46:02 main:574] : INFO : Epoch 1564 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 1266.22 ms [2021-11-08 23:46:03 main:574] : INFO : Epoch 1565 | loss: 0.0311747 | val_loss: 0.0311778 | Time: 1296.45 ms [2021-11-08 23:46:04 main:574] : INFO : Epoch 1566 | loss: 0.031174 | val_loss: 0.0311729 | Time: 1303.9 ms [2021-11-08 23:46:06 main:574] : INFO : Epoch 1567 | loss: 0.031171 | val_loss: 0.0311737 | Time: 1208.66 ms [2021-11-08 23:46:07 main:574] : INFO : Epoch 1568 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 1242.08 ms [2021-11-08 23:46:08 main:574] : INFO : Epoch 1569 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 1283.68 ms [2021-11-08 23:46:10 main:574] : INFO : Epoch 1570 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 1235.28 ms [2021-11-08 23:46:11 main:574] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311693 | Time: 1279.93 ms [2021-11-08 23:46:13 main:574] : INFO : Epoch 1572 | loss: 0.031162 | val_loss: 0.0311697 | Time: 1289.24 ms [2021-11-08 23:46:14 main:574] : INFO : Epoch 1573 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 1305.28 ms [2021-11-08 23:46:15 main:574] : INFO : Epoch 1574 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 1231.33 ms [2021-11-08 23:46:17 main:574] : INFO : Epoch 1575 | loss: 0.0311625 | val_loss: 0.0311711 | Time: 1225.52 ms [2021-11-08 23:46:18 main:574] : INFO : Epoch 1576 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 1279.73 ms [2021-11-08 23:46:19 main:574] : INFO : Epoch 1577 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 1229.78 ms [2021-11-08 23:46:21 main:574] : INFO : Epoch 1578 | loss: 0.0311608 | val_loss: 0.0311681 | Time: 1235.63 ms [2021-11-08 23:46:22 main:574] : INFO : Epoch 1579 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1266.09 ms [2021-11-08 23:46:23 main:574] : INFO : Epoch 1580 | loss: 0.0311606 | val_loss: 0.0311671 | Time: 1238.52 ms [2021-11-08 23:46:25 main:574] : INFO : Epoch 1581 | loss: 0.031165 | val_loss: 0.0311692 | Time: 1220.74 ms [2021-11-08 23:46:26 main:574] : INFO : Epoch 1582 | loss: 0.0311647 | val_loss: 0.0311724 | Time: 1216.49 ms [2021-11-08 23:46:27 main:574] : INFO : Epoch 1583 | loss: 0.031164 | val_loss: 0.0311696 | Time: 1286.37 ms [2021-11-08 23:46:29 main:574] : INFO : Epoch 1584 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 1251.73 ms [2021-11-08 23:46:30 main:574] : INFO : Epoch 1585 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1250.26 ms [2021-11-08 23:46:31 main:574] : INFO : Epoch 1586 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 1206.81 ms [2021-11-08 23:46:33 main:574] : INFO : Epoch 1587 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 1258.63 ms [2021-11-08 23:46:34 main:574] : INFO : Epoch 1588 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 1248.64 ms [2021-11-08 23:46:35 main:574] : INFO : Epoch 1589 | loss: 0.0311549 | val_loss: 0.0311661 | Time: 1278.64 ms [2021-11-08 23:46:36 main:574] : INFO : Epoch 1590 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 1271.49 ms [2021-11-08 23:46:38 main:574] : INFO : Epoch 1591 | loss: 0.0311584 | val_loss: 0.0311728 | Time: 1288.86 ms [2021-11-08 23:46:39 main:574] : INFO : Epoch 1592 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1234.32 ms [2021-11-08 23:46:40 main:574] : INFO : Epoch 1593 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 1264.38 ms [2021-11-08 23:46:42 main:574] : INFO : Epoch 1594 | loss: 0.0311532 | val_loss: 0.0311637 | Time: 1265.59 ms [2021-11-08 23:46:43 main:574] : INFO : Epoch 1595 | loss: 0.0311553 | val_loss: 0.0311663 | Time: 1288.99 ms [2021-11-08 23:46:44 main:574] : INFO : Epoch 1596 | loss: 0.031155 | val_loss: 0.0311679 | Time: 1220.26 ms [2021-11-08 23:46:46 main:574] : INFO : Epoch 1597 | loss: 0.0311598 | val_loss: 0.0311723 | Time: 1285.74 ms [2021-11-08 23:46:47 main:574] : INFO : Epoch 1598 | loss: 0.0312442 | val_loss: 0.0330289 | Time: 1241.86 ms [2021-11-08 23:46:48 main:574] : INFO : Epoch 1599 | loss: 0.0355019 | val_loss: 0.0343361 | Time: 1293.25 ms [2021-11-08 23:46:50 main:574] : INFO : Epoch 1600 | loss: 0.0321031 | val_loss: 0.0314336 | Time: 1259.86 ms [2021-11-08 23:46:51 main:574] : INFO : Epoch 1601 | loss: 0.031333 | val_loss: 0.0312447 | Time: 1231.99 ms [2021-11-08 23:46:52 main:574] : INFO : Epoch 1602 | loss: 0.0312158 | val_loss: 0.0311957 | Time: 1289.89 ms [2021-11-08 23:46:54 main:574] : INFO : Epoch 1603 | loss: 0.0311826 | val_loss: 0.0311771 | Time: 1276.99 ms [2021-11-08 23:46:55 main:574] : INFO : Epoch 1604 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 1261.67 ms [2021-11-08 23:46:56 main:574] : INFO : Epoch 1605 | loss: 0.0311642 | val_loss: 0.0311716 | Time: 1257.45 ms [2021-11-08 23:46:58 main:574] : INFO : Epoch 1606 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 1247.03 ms [2021-11-08 23:46:59 main:574] : INFO : Epoch 1607 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 1250.89 ms [2021-11-08 23:47:00 main:574] : INFO : Epoch 1608 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1249.13 ms [2021-11-08 23:47:02 main:574] : INFO : Epoch 1609 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 1287.83 ms [2021-11-08 23:47:03 main:574] : INFO : Epoch 1610 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1289.58 ms [2021-11-08 23:47:04 main:574] : INFO : Epoch 1611 | loss: 0.0311607 | val_loss: 0.0311659 | Time: 1300.52 ms [2021-11-08 23:47:06 main:574] : INFO : Epoch 1612 | loss: 0.0311571 | val_loss: 0.031166 | Time: 1306.56 ms [2021-11-08 23:47:07 main:574] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.0311645 | Time: 1288.47 ms [2021-11-08 23:47:08 main:574] : INFO : Epoch 1614 | loss: 0.0311547 | val_loss: 0.0311665 | Time: 1226.75 ms [2021-11-08 23:47:10 main:574] : INFO : Epoch 1615 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 1252.58 ms [2021-11-08 23:47:11 main:574] : INFO : Epoch 1616 | loss: 0.0311533 | val_loss: 0.0311656 | Time: 1245.99 ms [2021-11-08 23:47:12 main:574] : INFO : Epoch 1617 | loss: 0.0311529 | val_loss: 0.0311653 | Time: 1266.1 ms [2021-11-08 23:47:14 main:574] : INFO : Epoch 1618 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 1315.12 ms [2021-11-08 23:47:15 main:574] : INFO : Epoch 1619 | loss: 0.0311536 | val_loss: 0.0311714 | Time: 1286.34 ms [2021-11-08 23:47:17 main:574] : INFO : Epoch 1620 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1254.79 ms [2021-11-08 23:47:18 main:574] : INFO : Epoch 1621 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 1239.69 ms [2021-11-08 23:47:19 main:574] : INFO : Epoch 1622 | loss: 0.0311509 | val_loss: 0.0311658 | Time: 1232.29 ms [2021-11-08 23:47:21 main:574] : INFO : Epoch 1623 | loss: 0.0311515 | val_loss: 0.0311677 | Time: 1249.67 ms [2021-11-08 23:47:22 main:574] : INFO : Epoch 1624 | loss: 0.0311513 | val_loss: 0.0311643 | Time: 1244.67 ms [2021-11-08 23:47:23 main:574] : INFO : Epoch 1625 | loss: 0.03115 | val_loss: 0.0311664 | Time: 1284.73 ms [2021-11-08 23:47:25 main:574] : INFO : Epoch 1626 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 1209.13 ms [2021-11-08 23:47:26 main:574] : INFO : Epoch 1627 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 1273.77 ms [2021-11-08 23:47:27 main:574] : INFO : Epoch 1628 | loss: 0.0311501 | val_loss: 0.0311674 | Time: 1222.4 ms [2021-11-08 23:47:29 main:574] : INFO : Epoch 1629 | loss: 0.0311495 | val_loss: 0.0311648 | Time: 1254.73 ms [2021-11-08 23:47:30 main:574] : INFO : Epoch 1630 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 1233.44 ms [2021-11-08 23:47:32 main:574] : INFO : Epoch 1631 | loss: 0.0311484 | val_loss: 0.0311651 | Time: 1231.15 ms [2021-11-08 23:47:33 main:574] : INFO : Epoch 1632 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 1296.44 ms [2021-11-08 23:47:34 main:574] : INFO : Epoch 1633 | loss: 0.0311512 | val_loss: 0.0311643 | Time: 1248.46 ms [2021-11-08 23:47:36 main:574] : INFO : Epoch 1634 | loss: 0.0311488 | val_loss: 0.0311654 | Time: 1243.58 ms [2021-11-08 23:47:37 main:574] : INFO : Epoch 1635 | loss: 0.0311479 | val_loss: 0.0311667 | Time: 1298.49 ms [2021-11-08 23:47:38 main:574] : INFO : Epoch 1636 | loss: 0.0311499 | val_loss: 0.0311679 | Time: 1306.14 ms [2021-11-08 23:47:40 main:574] : INFO : Epoch 1637 | loss: 0.031151 | val_loss: 0.0311657 | Time: 1293.21 ms [2021-11-08 23:47:41 main:574] : INFO : Epoch 1638 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 1237.78 ms [2021-11-08 23:47:42 main:574] : INFO : Epoch 1639 | loss: 0.0311498 | val_loss: 0.0311638 | Time: 1230.06 ms [2021-11-08 23:47:44 main:574] : INFO : Epoch 1640 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1218.6 ms [2021-11-08 23:47:45 main:574] : INFO : Epoch 1641 | loss: 0.0311531 | val_loss: 0.0311681 | Time: 1273.69 ms [2021-11-08 23:47:46 main:574] : INFO : Epoch 1642 | loss: 0.0311502 | val_loss: 0.0311671 | Time: 1261.17 ms [2021-11-08 23:47:48 main:574] : INFO : Epoch 1643 | loss: 0.0311492 | val_loss: 0.0311653 | Time: 1207.52 ms [2021-11-08 23:47:49 main:574] : INFO : Epoch 1644 | loss: 0.0311487 | val_loss: 0.0311663 | Time: 1266.17 ms [2021-11-08 23:47:50 main:574] : INFO : Epoch 1645 | loss: 0.0311493 | val_loss: 0.0311671 | Time: 1250.92 ms [2021-11-08 23:47:52 main:574] : INFO : Epoch 1646 | loss: 0.031155 | val_loss: 0.0311657 | Time: 1226.22 ms [2021-11-08 23:47:53 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.031165 | Time: 1196.58 ms [2021-11-08 23:47:54 main:574] : INFO : Epoch 1648 | loss: 0.0311515 | val_loss: 0.0311615 | Time: 1255.4 ms [2021-11-08 23:47:55 main:574] : INFO : Epoch 1649 | loss: 0.0311506 | val_loss: 0.0311618 | Time: 1260.48 ms [2021-11-08 23:47:57 main:574] : INFO : Epoch 1650 | loss: 0.0311511 | val_loss: 0.0311597 | Time: 1239.39 ms [2021-11-08 23:47:58 main:574] : INFO : Epoch 1651 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 1224.91 ms [2021-11-08 23:48:00 main:574] : INFO : Epoch 1652 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 1221.46 ms [2021-11-08 23:48:01 main:574] : INFO : Epoch 1653 | loss: 0.031147 | val_loss: 0.0311638 | Time: 1236.93 ms [2021-11-08 23:48:02 main:574] : INFO : Epoch 1654 | loss: 0.0311472 | val_loss: 0.0311647 | Time: 1246.86 ms [2021-11-08 23:48:03 main:574] : INFO : Epoch 1655 | loss: 0.031148 | val_loss: 0.0311634 | Time: 1264.7 ms [2021-11-08 23:48:05 main:574] : INFO : Epoch 1656 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 1206.71 ms [2021-11-08 23:48:06 main:574] : INFO : Epoch 1657 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 1252.96 ms [2021-11-08 23:48:07 main:574] : INFO : Epoch 1658 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 1309.42 ms [2021-11-08 23:48:09 main:574] : INFO : Epoch 1659 | loss: 0.0311524 | val_loss: 0.0311672 | Time: 1268.93 ms [2021-11-08 23:48:10 main:574] : INFO : Epoch 1660 | loss: 0.0311506 | val_loss: 0.0311663 | Time: 1272.85 ms [2021-11-08 23:48:12 main:574] : INFO : Epoch 1661 | loss: 0.0311519 | val_loss: 0.0311695 | Time: 1217.1 ms [2021-11-08 23:48:13 main:574] : INFO : Epoch 1662 | loss: 0.0311504 | val_loss: 0.0311693 | Time: 1316.15 ms [2021-11-08 23:48:14 main:574] : INFO : Epoch 1663 | loss: 0.0311502 | val_loss: 0.0311648 | Time: 1217.78 ms [2021-11-08 23:48:15 main:574] : INFO : Epoch 1664 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 1229.09 ms [2021-11-08 23:48:17 main:574] : INFO : Epoch 1665 | loss: 0.031164 | val_loss: 0.0311695 | Time: 1292.02 ms [2021-11-08 23:48:18 main:574] : INFO : Epoch 1666 | loss: 0.0311656 | val_loss: 0.0311718 | Time: 1220.78 ms [2021-11-08 23:48:19 main:574] : INFO : Epoch 1667 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 1259.14 ms [2021-11-08 23:48:21 main:574] : INFO : Epoch 1668 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 1257.84 ms [2021-11-08 23:48:22 main:574] : INFO : Epoch 1669 | loss: 0.031159 | val_loss: 0.0311631 | Time: 1293.17 ms [2021-11-08 23:48:23 main:574] : INFO : Epoch 1670 | loss: 0.0311561 | val_loss: 0.0311612 | Time: 1285.68 ms [2021-11-08 23:48:25 main:574] : INFO : Epoch 1671 | loss: 0.0311572 | val_loss: 0.0311663 | Time: 1279.8 ms [2021-11-08 23:48:26 main:574] : INFO : Epoch 1672 | loss: 0.0311579 | val_loss: 0.0311613 | Time: 1245.59 ms [2021-11-08 23:48:27 main:574] : INFO : Epoch 1673 | loss: 0.0311547 | val_loss: 0.0311613 | Time: 1250.77 ms [2021-11-08 23:48:29 main:574] : INFO : Epoch 1674 | loss: 0.0311538 | val_loss: 0.0311628 | Time: 1224.88 ms [2021-11-08 23:48:30 main:574] : INFO : Epoch 1675 | loss: 0.0311539 | val_loss: 0.0311618 | Time: 1233.1 ms [2021-11-08 23:48:31 main:574] : INFO : Epoch 1676 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 1274.24 ms [2021-11-08 23:48:33 main:574] : INFO : Epoch 1677 | loss: 0.0311538 | val_loss: 0.0311632 | Time: 1246.17 ms [2021-11-08 23:48:34 main:574] : INFO : Epoch 1678 | loss: 0.0311594 | val_loss: 0.0311759 | Time: 1262.28 ms [2021-11-08 23:48:35 main:574] : INFO : Epoch 1679 | loss: 0.0311684 | val_loss: 0.0311675 | Time: 1290.5 ms [2021-11-08 23:48:37 main:574] : INFO : Epoch 1680 | loss: 0.0311633 | val_loss: 0.0311653 | Time: 1282.12 ms [2021-11-08 23:48:38 main:574] : INFO : Epoch 1681 | loss: 0.0311609 | val_loss: 0.0311644 | Time: 1208.86 ms [2021-11-08 23:48:39 main:574] : INFO : Epoch 1682 | loss: 0.0311619 | val_loss: 0.0311652 | Time: 1251.05 ms [2021-11-08 23:48:41 main:574] : INFO : Epoch 1683 | loss: 0.0311606 | val_loss: 0.0311648 | Time: 1274.6 ms [2021-11-08 23:48:42 main:574] : INFO : Epoch 1684 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1234.27 ms [2021-11-08 23:48:43 main:574] : INFO : Epoch 1685 | loss: 0.0311579 | val_loss: 0.0311626 | Time: 1294.27 ms [2021-11-08 23:48:45 main:574] : INFO : Epoch 1686 | loss: 0.0311555 | val_loss: 0.0311642 | Time: 1312.01 ms [2021-11-08 23:48:46 main:574] : INFO : Epoch 1687 | loss: 0.0311549 | val_loss: 0.0311642 | Time: 1205.29 ms [2021-11-08 23:48:47 main:574] : INFO : Epoch 1688 | loss: 0.0311552 | val_loss: 0.0311737 | Time: 1245.2 ms [2021-11-08 23:48:48 main:574] : INFO : Epoch 1689 | loss: 0.031155 | val_loss: 0.0311629 | Time: 1280.54 ms [2021-11-08 23:48:50 main:574] : INFO : Epoch 1690 | loss: 0.0311532 | val_loss: 0.0311614 | Time: 1249.39 ms [2021-11-08 23:48:51 main:574] : INFO : Epoch 1691 | loss: 0.0311526 | val_loss: 0.0311628 | Time: 1276.68 ms [2021-11-08 23:48:52 main:574] : INFO : Epoch 1692 | loss: 0.0311523 | val_loss: 0.0311632 | Time: 1254.94 ms [2021-11-08 23:48:54 main:574] : INFO : Epoch 1693 | loss: 0.0311536 | val_loss: 0.031165 | Time: 1242.59 ms [2021-11-08 23:48:55 main:574] : INFO : Epoch 1694 | loss: 0.0311519 | val_loss: 0.0311601 | Time: 1259.11 ms [2021-11-08 23:48:56 main:574] : INFO : Epoch 1695 | loss: 0.0311512 | val_loss: 0.0311638 | Time: 1220.69 ms [2021-11-08 23:48:58 main:574] : INFO : Epoch 1696 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 1259.84 ms [2021-11-08 23:48:59 main:574] : INFO : Epoch 1697 | loss: 0.0311503 | val_loss: 0.0311649 | Time: 1272.56 ms [2021-11-08 23:49:00 main:574] : INFO : Epoch 1698 | loss: 0.0311522 | val_loss: 0.0311677 | Time: 1291.19 ms [2021-11-08 23:49:02 main:574] : INFO : Epoch 1699 | loss: 0.0311526 | val_loss: 0.0311602 | Time: 1263.59 ms [2021-11-08 23:49:03 main:574] : INFO : Epoch 1700 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 1236.04 ms [2021-11-08 23:49:04 main:574] : INFO : Epoch 1701 | loss: 0.0311472 | val_loss: 0.0311613 | Time: 1320.07 ms [2021-11-08 23:49:06 main:574] : INFO : Epoch 1702 | loss: 0.0311473 | val_loss: 0.0311614 | Time: 1265.8 ms [2021-11-08 23:49:07 main:574] : INFO : Epoch 1703 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 1292.11 ms [2021-11-08 23:49:08 main:574] : INFO : Epoch 1704 | loss: 0.0311518 | val_loss: 0.0311614 | Time: 1350.91 ms [2021-11-08 23:49:10 main:574] : INFO : Epoch 1705 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 1261.85 ms [2021-11-08 23:49:11 main:574] : INFO : Epoch 1706 | loss: 0.0311512 | val_loss: 0.031165 | Time: 1263.83 ms [2021-11-08 23:49:12 main:574] : INFO : Epoch 1707 | loss: 0.0311491 | val_loss: 0.0311615 | Time: 1227.94 ms [2021-11-08 23:49:14 main:574] : INFO : Epoch 1708 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 1227.69 ms [2021-11-08 23:49:15 main:574] : INFO : Epoch 1709 | loss: 0.0311499 | val_loss: 0.0311652 | Time: 1254.4 ms [2021-11-08 23:49:17 main:574] : INFO : Epoch 1710 | loss: 0.0311488 | val_loss: 0.0311581 | Time: 1294.32 ms [2021-11-08 23:49:18 main:574] : INFO : Epoch 1711 | loss: 0.0311486 | val_loss: 0.0311594 | Time: 1241.51 ms [2021-11-08 23:49:19 main:574] : INFO : Epoch 1712 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 1285.14 ms [2021-11-08 23:49:21 main:574] : INFO : Epoch 1713 | loss: 0.0311492 | val_loss: 0.0311607 | Time: 1209.43 ms [2021-11-08 23:49:22 main:574] : INFO : Epoch 1714 | loss: 0.0311508 | val_loss: 0.0311638 | Time: 1263.16 ms [2021-11-08 23:49:23 main:574] : INFO : Epoch 1715 | loss: 0.031149 | val_loss: 0.031161 | Time: 1277.41 ms [2021-11-08 23:49:25 main:574] : INFO : Epoch 1716 | loss: 0.0311461 | val_loss: 0.031158 | Time: 1227.8 ms [2021-11-08 23:49:26 main:574] : INFO : Epoch 1717 | loss: 0.0311454 | val_loss: 0.0311615 | Time: 1265.91 ms [2021-11-08 23:49:27 main:574] : INFO : Epoch 1718 | loss: 0.0311455 | val_loss: 0.0311598 | Time: 1256.24 ms [2021-11-08 23:49:29 main:574] : INFO : Epoch 1719 | loss: 0.0311465 | val_loss: 0.0311571 | Time: 1224.53 ms [2021-11-08 23:49:30 main:574] : INFO : Epoch 1720 | loss: 0.0311451 | val_loss: 0.0311601 | Time: 1257.71 ms [2021-11-08 23:49:31 main:574] : INFO : Epoch 1721 | loss: 0.0311454 | val_loss: 0.0311567 | Time: 1267.91 ms [2021-11-08 23:49:33 main:574] : INFO : Epoch 1722 | loss: 0.031157 | val_loss: 0.0311683 | Time: 1239.23 ms [2021-11-08 23:49:34 main:574] : INFO : Epoch 1723 | loss: 0.0311597 | val_loss: 0.0311652 | Time: 1260.9 ms [2021-11-08 23:49:36 main:574] : INFO : Epoch 1724 | loss: 0.0311587 | val_loss: 0.0311626 | Time: 1242.32 ms [2021-11-08 23:49:37 main:574] : INFO : Epoch 1725 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 1339 ms [2021-11-08 23:49:38 main:574] : INFO : Epoch 1726 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1291.95 ms [2021-11-08 23:49:40 main:574] : INFO : Epoch 1727 | loss: 0.0311564 | val_loss: 0.03116 | Time: 1258.77 ms [2021-11-08 23:49:41 main:574] : INFO : Epoch 1728 | loss: 0.0311535 | val_loss: 0.0311595 | Time: 1266.2 ms [2021-11-08 23:49:42 main:574] : INFO : Epoch 1729 | loss: 0.0311531 | val_loss: 0.0311608 | Time: 1246.44 ms [2021-11-08 23:49:44 main:574] : INFO : Epoch 1730 | loss: 0.0311523 | val_loss: 0.0311598 | Time: 1231.12 ms [2021-11-08 23:49:45 main:574] : INFO : Epoch 1731 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 1242.21 ms [2021-11-08 23:49:46 main:574] : INFO : Epoch 1732 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 1254.65 ms [2021-11-08 23:49:48 main:574] : INFO : Epoch 1733 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 1263.42 ms [2021-11-08 23:49:49 main:574] : INFO : Epoch 1734 | loss: 0.0311503 | val_loss: 0.0311631 | Time: 1232.1 ms [2021-11-08 23:49:50 main:574] : INFO : Epoch 1735 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1296.85 ms [2021-11-08 23:49:51 main:574] : INFO : Epoch 1736 | loss: 0.0311495 | val_loss: 0.0311619 | Time: 1221.81 ms [2021-11-08 23:49:53 main:574] : INFO : Epoch 1737 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 1286.71 ms [2021-11-08 23:49:54 main:574] : INFO : Epoch 1738 | loss: 0.0311503 | val_loss: 0.0311643 | Time: 1217.12 ms [2021-11-08 23:49:55 main:574] : INFO : Epoch 1739 | loss: 0.0311568 | val_loss: 0.0311602 | Time: 1227.23 ms [2021-11-08 23:49:57 main:574] : INFO : Epoch 1740 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 1222.7 ms [2021-11-08 23:49:58 main:574] : INFO : Epoch 1741 | loss: 0.0311519 | val_loss: 0.031164 | Time: 1280.15 ms [2021-11-08 23:49:59 main:574] : INFO : Epoch 1742 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1228.24 ms [2021-11-08 23:50:01 main:574] : INFO : Epoch 1743 | loss: 0.0311507 | val_loss: 0.0311604 | Time: 1230.43 ms [2021-11-08 23:50:02 main:574] : INFO : Epoch 1744 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1266.92 ms [2021-11-08 23:50:03 main:574] : INFO : Epoch 1745 | loss: 0.0311506 | val_loss: 0.0311641 | Time: 1219.97 ms [2021-11-08 23:50:05 main:574] : INFO : Epoch 1746 | loss: 0.03115 | val_loss: 0.0311634 | Time: 1276.09 ms [2021-11-08 23:50:06 main:574] : INFO : Epoch 1747 | loss: 0.0311495 | val_loss: 0.031163 | Time: 1237.49 ms [2021-11-08 23:50:07 main:574] : INFO : Epoch 1748 | loss: 0.0311528 | val_loss: 0.0311619 | Time: 1248.5 ms [2021-11-08 23:50:08 main:574] : INFO : Epoch 1749 | loss: 0.0311496 | val_loss: 0.0311598 | Time: 1256.72 ms [2021-11-08 23:50:10 main:574] : INFO : Epoch 1750 | loss: 0.0311485 | val_loss: 0.0311585 | Time: 1334.64 ms [2021-11-08 23:50:11 main:574] : INFO : Epoch 1751 | loss: 0.0311479 | val_loss: 0.0311597 | Time: 1322.89 ms [2021-11-08 23:50:13 main:574] : INFO : Epoch 1752 | loss: 0.031147 | val_loss: 0.0311574 | Time: 1236.48 ms [2021-11-08 23:50:14 main:574] : INFO : Epoch 1753 | loss: 0.0311489 | val_loss: 0.0311581 | Time: 1249.29 ms [2021-11-08 23:50:15 main:574] : INFO : Epoch 1754 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 1217.93 ms [2021-11-08 23:50:17 main:574] : INFO : Epoch 1755 | loss: 0.0311497 | val_loss: 0.0311614 | Time: 1293.4 ms [2021-11-08 23:50:18 main:574] : INFO : Epoch 1756 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 1219.44 ms [2021-11-08 23:50:19 main:574] : INFO : Epoch 1757 | loss: 0.0311468 | val_loss: 0.0311616 | Time: 1260.86 ms [2021-11-08 23:50:21 main:574] : INFO : Epoch 1758 | loss: 0.0311445 | val_loss: 0.0311625 | Time: 1277.15 ms [2021-11-08 23:50:22 main:574] : INFO : Epoch 1759 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 1266.57 ms [2021-11-08 23:50:23 main:574] : INFO : Epoch 1760 | loss: 0.031145 | val_loss: 0.0311602 | Time: 1277.88 ms [2021-11-08 23:50:25 main:574] : INFO : Epoch 1761 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 1227.53 ms [2021-11-08 23:50:26 main:574] : INFO : Epoch 1762 | loss: 0.031147 | val_loss: 0.0311618 | Time: 1274.77 ms [2021-11-08 23:50:27 main:574] : INFO : Epoch 1763 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 1212.17 ms [2021-11-08 23:50:29 main:574] : INFO : Epoch 1764 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 1213.15 ms [2021-11-08 23:50:30 main:574] : INFO : Epoch 1765 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 1224.11 ms [2021-11-08 23:50:31 main:574] : INFO : Epoch 1766 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 1279.36 ms [2021-11-08 23:50:33 main:574] : INFO : Epoch 1767 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 1283.52 ms [2021-11-08 23:50:34 main:574] : INFO : Epoch 1768 | loss: 0.0311486 | val_loss: 0.0311608 | Time: 1224.1 ms [2021-11-08 23:50:36 main:574] : INFO : Epoch 1769 | loss: 0.0311526 | val_loss: 0.031161 | Time: 1248.6 ms [2021-11-08 23:50:37 main:574] : INFO : Epoch 1770 | loss: 0.0311472 | val_loss: 0.0311582 | Time: 1296.2 ms [2021-11-08 23:50:38 main:574] : INFO : Epoch 1771 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 1222.54 ms [2021-11-08 23:50:40 main:574] : INFO : Epoch 1772 | loss: 0.0311463 | val_loss: 0.0311615 | Time: 1223.55 ms [2021-11-08 23:50:41 main:574] : INFO : Epoch 1773 | loss: 0.0311474 | val_loss: 0.0311569 | Time: 1262.52 ms [2021-11-08 23:50:42 main:574] : INFO : Epoch 1774 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 1272.01 ms [2021-11-08 23:50:44 main:574] : INFO : Epoch 1775 | loss: 0.0311484 | val_loss: 0.0311541 | Time: 1296.8 ms [2021-11-08 23:50:45 main:574] : INFO : Epoch 1776 | loss: 0.031146 | val_loss: 0.0311575 | Time: 1215.65 ms [2021-11-08 23:50:46 main:574] : INFO : Epoch 1777 | loss: 0.0311466 | val_loss: 0.0311558 | Time: 1216.96 ms [2021-11-08 23:50:48 main:574] : INFO : Epoch 1778 | loss: 0.031145 | val_loss: 0.0311522 | Time: 1295.56 ms [2021-11-08 23:50:49 main:574] : INFO : Epoch 1779 | loss: 0.0311433 | val_loss: 0.0311571 | Time: 1225.66 ms [2021-11-08 23:50:50 main:574] : INFO : Epoch 1780 | loss: 0.0311436 | val_loss: 0.0311539 | Time: 1307.87 ms [2021-11-08 23:50:52 main:574] : INFO : Epoch 1781 | loss: 0.0311418 | val_loss: 0.0311546 | Time: 1213.98 ms [2021-11-08 23:50:53 main:574] : INFO : Epoch 1782 | loss: 0.0311415 | val_loss: 0.0311552 | Time: 1243.11 ms [2021-11-08 23:50:54 main:574] : INFO : Epoch 1783 | loss: 0.031143 | val_loss: 0.0311578 | Time: 1515.4 ms [2021-11-08 23:50:56 main:574] : INFO : Epoch 1784 | loss: 0.0311418 | val_loss: 0.031155 | Time: 1335.57 ms [2021-11-08 23:50:57 main:574] : INFO : Epoch 1785 | loss: 0.0311388 | val_loss: 0.0311521 | Time: 1393.08 ms [2021-11-08 23:50:59 main:574] : INFO : Epoch 1786 | loss: 0.0311391 | val_loss: 0.0311598 | Time: 1313.15 ms [2021-11-08 23:51:00 main:574] : INFO : Epoch 1787 | loss: 0.0311613 | val_loss: 0.031171 | Time: 1278.53 ms [2021-11-08 23:51:01 main:574] : INFO : Epoch 1788 | loss: 0.0311653 | val_loss: 0.0311691 | Time: 1267.92 ms [2021-11-08 23:51:03 main:574] : INFO : Epoch 1789 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 1283.47 ms [2021-11-08 23:51:04 main:574] : INFO : Epoch 1790 | loss: 0.0311701 | val_loss: 0.0311674 | Time: 1432.66 ms [2021-11-08 23:51:06 main:574] : INFO : Epoch 1791 | loss: 0.031173 | val_loss: 0.0311691 | Time: 1207.66 ms [2021-11-08 23:51:07 main:574] : INFO : Epoch 1792 | loss: 0.0311762 | val_loss: 0.0311776 | Time: 1264.33 ms [2021-11-08 23:51:08 main:574] : INFO : Epoch 1793 | loss: 0.0311825 | val_loss: 0.0311775 | Time: 1341.73 ms [2021-11-08 23:51:10 main:574] : INFO : Epoch 1794 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 1265.87 ms [2021-11-08 23:51:11 main:574] : INFO : Epoch 1795 | loss: 0.0311779 | val_loss: 0.0311752 | Time: 1297.42 ms [2021-11-08 23:51:12 main:574] : INFO : Epoch 1796 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 1257.14 ms [2021-11-08 23:51:14 main:574] : INFO : Epoch 1797 | loss: 0.0311769 | val_loss: 0.0311743 | Time: 1292.81 ms [2021-11-08 23:51:15 main:574] : INFO : Epoch 1798 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1283.43 ms [2021-11-08 23:51:16 main:574] : INFO : Epoch 1799 | loss: 0.031177 | val_loss: 0.0311783 | Time: 1269.51 ms [2021-11-08 23:51:18 main:574] : INFO : Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311727 | Time: 1296.6 ms [2021-11-08 23:51:19 main:574] : INFO : Epoch 1801 | loss: 0.0311727 | val_loss: 0.0311731 | Time: 1248.26 ms [2021-11-08 23:51:20 main:574] : INFO : Epoch 1802 | loss: 0.0311723 | val_loss: 0.0311721 | Time: 1242.55 ms [2021-11-08 23:51:21 main:574] : INFO : Epoch 1803 | loss: 0.0311713 | val_loss: 0.0311717 | Time: 1254.73 ms [2021-11-08 23:51:23 main:574] : INFO : Epoch 1804 | loss: 0.0311727 | val_loss: 0.031172 | Time: 1236.71 ms [2021-11-08 23:51:24 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 1342.14 ms [2021-11-08 23:51:26 main:574] : INFO : Epoch 1806 | loss: 0.0311722 | val_loss: 0.031173 | Time: 1304.34 ms [2021-11-08 23:51:27 main:574] : INFO : Epoch 1807 | loss: 0.031173 | val_loss: 0.0311732 | Time: 1259.3 ms [2021-11-08 23:51:28 main:574] : INFO : Epoch 1808 | loss: 0.031171 | val_loss: 0.0311725 | Time: 1244.9 ms [2021-11-08 23:51:29 main:574] : INFO : Epoch 1809 | loss: 0.031171 | val_loss: 0.0311727 | Time: 1249.65 ms [2021-11-08 23:51:31 main:574] : INFO : Epoch 1810 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 1273.02 ms [2021-11-08 23:51:32 main:574] : INFO : Epoch 1811 | loss: 0.03117 | val_loss: 0.0311732 | Time: 1276.09 ms [2021-11-08 23:51:33 main:574] : INFO : Epoch 1812 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 1245.22 ms [2021-11-08 23:51:35 main:574] : INFO : Epoch 1813 | loss: 0.0311698 | val_loss: 0.0311784 | Time: 1211.35 ms [2021-11-08 23:51:36 main:574] : INFO : Epoch 1814 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 1224.8 ms [2021-11-08 23:51:37 main:574] : INFO : Epoch 1815 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 1219.59 ms [2021-11-08 23:51:39 main:574] : INFO : Epoch 1816 | loss: 0.0311692 | val_loss: 0.0311733 | Time: 1273.07 ms [2021-11-08 23:51:40 main:574] : INFO : Epoch 1817 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1359.31 ms [2021-11-08 23:51:41 main:574] : INFO : Epoch 1818 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 1333.13 ms [2021-11-08 23:51:43 main:574] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 1261.08 ms [2021-11-08 23:51:44 main:574] : INFO : Epoch 1820 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 1243.91 ms [2021-11-08 23:51:45 main:574] : INFO : Epoch 1821 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 1192.8 ms [2021-11-08 23:51:47 main:574] : INFO : Epoch 1822 | loss: 0.0311659 | val_loss: 0.0311714 | Time: 1316.21 ms [2021-11-08 23:51:48 main:574] : INFO : Epoch 1823 | loss: 0.0311682 | val_loss: 0.031177 | Time: 1263.09 ms [2021-11-08 23:51:49 main:574] : INFO : Epoch 1824 | loss: 0.0311663 | val_loss: 0.0311715 | Time: 1290.04 ms [2021-11-08 23:51:51 main:574] : INFO : Epoch 1825 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 1319.37 ms [2021-11-08 23:51:52 main:574] : INFO : Epoch 1826 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 1286.51 ms [2021-11-08 23:51:53 main:574] : INFO : Epoch 1827 | loss: 0.031165 | val_loss: 0.0311731 | Time: 1308.94 ms [2021-11-08 23:51:55 main:574] : INFO : Epoch 1828 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 1269.96 ms [2021-11-08 23:51:56 main:574] : INFO : Epoch 1829 | loss: 0.0311653 | val_loss: 0.0311715 | Time: 1263.68 ms [2021-11-08 23:51:57 main:574] : INFO : Epoch 1830 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 1344.71 ms [2021-11-08 23:51:59 main:574] : INFO : Epoch 1831 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1267.07 ms [2021-11-08 23:52:00 main:574] : INFO : Epoch 1832 | loss: 0.0311626 | val_loss: 0.0311738 | Time: 1296.65 ms [2021-11-08 23:52:01 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 1222.38 ms [2021-11-08 23:52:03 main:574] : INFO : Epoch 1834 | loss: 0.0311631 | val_loss: 0.0311706 | Time: 1283.36 ms [2021-11-08 23:52:04 main:574] : INFO : Epoch 1835 | loss: 0.0311648 | val_loss: 0.031175 | Time: 1225.25 ms [2021-11-08 23:52:06 main:574] : INFO : Epoch 1836 | loss: 0.0311633 | val_loss: 0.0311722 | Time: 1220.92 ms [2021-11-08 23:52:07 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.031174 | Time: 1240.35 ms [2021-11-08 23:52:08 main:574] : INFO : Epoch 1838 | loss: 0.0311644 | val_loss: 0.0311756 | Time: 1213.97 ms [2021-11-08 23:52:10 main:574] : INFO : Epoch 1839 | loss: 0.0311629 | val_loss: 0.0311721 | Time: 1245.82 ms [2021-11-08 23:52:11 main:574] : INFO : Epoch 1840 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 1199.38 ms [2021-11-08 23:52:12 main:574] : INFO : Epoch 1841 | loss: 0.0311625 | val_loss: 0.0311735 | Time: 1263.37 ms [2021-11-08 23:52:14 main:574] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311732 | Time: 1198.64 ms [2021-11-08 23:52:15 main:574] : INFO : Epoch 1843 | loss: 0.031161 | val_loss: 0.031171 | Time: 1246.52 ms [2021-11-08 23:52:16 main:574] : INFO : Epoch 1844 | loss: 0.0311611 | val_loss: 0.0311722 | Time: 1238.87 ms [2021-11-08 23:52:17 main:574] : INFO : Epoch 1845 | loss: 0.0311622 | val_loss: 0.031172 | Time: 1263.29 ms [2021-11-08 23:52:19 main:574] : INFO : Epoch 1846 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 1266.91 ms [2021-11-08 23:52:20 main:574] : INFO : Epoch 1847 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 1249.93 ms [2021-11-08 23:52:21 main:574] : INFO : Epoch 1848 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 1293.84 ms [2021-11-08 23:52:23 main:574] : INFO : Epoch 1849 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 1222.75 ms [2021-11-08 23:52:24 main:574] : INFO : Epoch 1850 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 1276.33 ms [2021-11-08 23:52:25 main:574] : INFO : Epoch 1851 | loss: 0.0311612 | val_loss: 0.0311768 | Time: 1288.84 ms [2021-11-08 23:52:27 main:574] : INFO : Epoch 1852 | loss: 0.0311607 | val_loss: 0.0311739 | Time: 1226.56 ms [2021-11-08 23:52:28 main:574] : INFO : Epoch 1853 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 1285.51 ms [2021-11-08 23:52:29 main:574] : INFO : Epoch 1854 | loss: 0.0311602 | val_loss: 0.0311782 | Time: 1264.84 ms [2021-11-08 23:52:31 main:574] : INFO : Epoch 1855 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 1228.33 ms [2021-11-08 23:52:32 main:574] : INFO : Epoch 1856 | loss: 0.0311577 | val_loss: 0.0311738 | Time: 1244.18 ms [2021-11-08 23:52:33 main:574] : INFO : Epoch 1857 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 1270.17 ms [2021-11-08 23:52:35 main:574] : INFO : Epoch 1858 | loss: 0.0311577 | val_loss: 0.0311724 | Time: 1225.67 ms [2021-11-08 23:52:36 main:574] : INFO : Epoch 1859 | loss: 0.031158 | val_loss: 0.0311733 | Time: 1213.83 ms [2021-11-08 23:52:37 main:574] : INFO : Epoch 1860 | loss: 0.031158 | val_loss: 0.0311747 | Time: 1276.33 ms [2021-11-08 23:52:38 main:574] : INFO : Epoch 1861 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 1264.59 ms [2021-11-08 23:52:40 main:574] : INFO : Epoch 1862 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 1266.19 ms [2021-11-08 23:52:41 main:574] : INFO : Epoch 1863 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 1261.93 ms [2021-11-08 23:52:43 main:574] : INFO : Epoch 1864 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 1272.1 ms [2021-11-08 23:52:44 main:574] : INFO : Epoch 1865 | loss: 0.0311607 | val_loss: 0.0311729 | Time: 1247.16 ms [2021-11-08 23:52:45 main:574] : INFO : Epoch 1866 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 1230.26 ms [2021-11-08 23:52:46 main:574] : INFO : Epoch 1867 | loss: 0.0311586 | val_loss: 0.0311751 | Time: 1242.53 ms [2021-11-08 23:52:48 main:574] : INFO : Epoch 1868 | loss: 0.0311588 | val_loss: 0.0311748 | Time: 1251.48 ms [2021-11-08 23:52:49 main:574] : INFO : Epoch 1869 | loss: 0.0311564 | val_loss: 0.031175 | Time: 1206.36 ms [2021-11-08 23:52:50 main:574] : INFO : Epoch 1870 | loss: 0.0311574 | val_loss: 0.0311773 | Time: 1255.76 ms [2021-11-08 23:52:52 main:574] : INFO : Epoch 1871 | loss: 0.03116 | val_loss: 0.0311798 | Time: 1319.07 ms [2021-11-08 23:52:53 main:574] : INFO : Epoch 1872 | loss: 0.0311611 | val_loss: 0.0311724 | Time: 1233.6 ms [2021-11-08 23:52:54 main:574] : INFO : Epoch 1873 | loss: 0.0311597 | val_loss: 0.0311724 | Time: 1310.8 ms [2021-11-08 23:52:56 main:574] : INFO : Epoch 1874 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 1279.82 ms [2021-11-08 23:52:57 main:574] : INFO : Epoch 1875 | loss: 0.0311567 | val_loss: 0.0311772 | Time: 1248.74 ms [2021-11-08 23:52:58 main:574] : INFO : Epoch 1876 | loss: 0.0311565 | val_loss: 0.0311736 | Time: 1248.48 ms [2021-11-08 23:53:00 main:574] : INFO : Epoch 1877 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 1253.58 ms [2021-11-08 23:53:01 main:574] : INFO : Epoch 1878 | loss: 0.0311566 | val_loss: 0.0311746 | Time: 1332.31 ms [2021-11-08 23:53:02 main:574] : INFO : Epoch 1879 | loss: 0.0311551 | val_loss: 0.0311731 | Time: 1269.51 ms [2021-11-08 23:53:04 main:574] : INFO : Epoch 1880 | loss: 0.0311551 | val_loss: 0.0311737 | Time: 1229.76 ms [2021-11-08 23:53:05 main:574] : INFO : Epoch 1881 | loss: 0.0311562 | val_loss: 0.0311729 | Time: 1272.69 ms [2021-11-08 23:53:06 main:574] : INFO : Epoch 1882 | loss: 0.0311555 | val_loss: 0.0311735 | Time: 1235.69 ms [2021-11-08 23:53:08 main:574] : INFO : Epoch 1883 | loss: 0.0311581 | val_loss: 0.0311732 | Time: 1248.67 ms [2021-11-08 23:53:09 main:574] : INFO : Epoch 1884 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 1199.88 ms [2021-11-08 23:53:10 main:574] : INFO : Epoch 1885 | loss: 0.0311565 | val_loss: 0.0311725 | Time: 1267.74 ms [2021-11-08 23:53:11 main:574] : INFO : Epoch 1886 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 1246.12 ms [2021-11-08 23:53:13 main:574] : INFO : Epoch 1887 | loss: 0.031157 | val_loss: 0.0311739 | Time: 1249.16 ms [2021-11-08 23:53:14 main:574] : INFO : Epoch 1888 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 1194.91 ms [2021-11-08 23:53:15 main:574] : INFO : Epoch 1889 | loss: 0.0311552 | val_loss: 0.0311752 | Time: 1215.95 ms [2021-11-08 23:53:17 main:574] : INFO : Epoch 1890 | loss: 0.0311555 | val_loss: 0.0311763 | Time: 1248.6 ms [2021-11-08 23:53:18 main:574] : INFO : Epoch 1891 | loss: 0.0311559 | val_loss: 0.03117 | Time: 1304.61 ms [2021-11-08 23:53:19 main:574] : INFO : Epoch 1892 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 1238.14 ms [2021-11-08 23:53:21 main:574] : INFO : Epoch 1893 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 1237.97 ms [2021-11-08 23:53:22 main:574] : INFO : Epoch 1894 | loss: 0.0311548 | val_loss: 0.0311728 | Time: 1258.3 ms [2021-11-08 23:53:23 main:574] : INFO : Epoch 1895 | loss: 0.0311546 | val_loss: 0.0311749 | Time: 1206.33 ms [2021-11-08 23:53:24 main:574] : INFO : Epoch 1896 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 1230.41 ms [2021-11-08 23:53:26 main:574] : INFO : Epoch 1897 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 1282.81 ms [2021-11-08 23:53:27 main:574] : INFO : Epoch 1898 | loss: 0.0311565 | val_loss: 0.0311718 | Time: 1258.48 ms [2021-11-08 23:53:29 main:574] : INFO : Epoch 1899 | loss: 0.0311559 | val_loss: 0.0311739 | Time: 1339.21 ms [2021-11-08 23:53:30 main:574] : INFO : Epoch 1900 | loss: 0.0311588 | val_loss: 0.0311755 | Time: 1232.83 ms [2021-11-08 23:53:31 main:574] : INFO : Epoch 1901 | loss: 0.031163 | val_loss: 0.0311745 | Time: 1290.56 ms [2021-11-08 23:53:32 main:574] : INFO : Epoch 1902 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 1268.04 ms [2021-11-08 23:53:34 main:574] : INFO : Epoch 1903 | loss: 0.0311599 | val_loss: 0.0311804 | Time: 1278.02 ms [2021-11-08 23:53:35 main:574] : INFO : Epoch 1904 | loss: 0.0311593 | val_loss: 0.0311752 | Time: 1285.71 ms [2021-11-08 23:53:36 main:574] : INFO : Epoch 1905 | loss: 0.0311595 | val_loss: 0.0311727 | Time: 1214.82 ms [2021-11-08 23:53:38 main:574] : INFO : Epoch 1906 | loss: 0.0311561 | val_loss: 0.0311714 | Time: 1215.83 ms [2021-11-08 23:53:39 main:574] : INFO : Epoch 1907 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 1269.6 ms [2021-11-08 23:53:40 main:574] : INFO : Epoch 1908 | loss: 0.0311557 | val_loss: 0.0311758 | Time: 1282.52 ms [2021-11-08 23:53:42 main:574] : INFO : Epoch 1909 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1229.94 ms [2021-11-08 23:53:43 main:574] : INFO : Epoch 1910 | loss: 0.0311541 | val_loss: 0.0311754 | Time: 1252.65 ms [2021-11-08 23:53:44 main:574] : INFO : Epoch 1911 | loss: 0.0311549 | val_loss: 0.0311758 | Time: 1265.84 ms [2021-11-08 23:53:46 main:574] : INFO : Epoch 1912 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 1279.61 ms [2021-11-08 23:53:47 main:574] : INFO : Epoch 1913 | loss: 0.0311588 | val_loss: 0.0311717 | Time: 1258.92 ms [2021-11-08 23:53:48 main:574] : INFO : Epoch 1914 | loss: 0.0311572 | val_loss: 0.0311726 | Time: 1293.79 ms [2021-11-08 23:53:50 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 1213.02 ms [2021-11-08 23:53:51 main:574] : INFO : Epoch 1916 | loss: 0.0311553 | val_loss: 0.0311744 | Time: 1210.32 ms [2021-11-08 23:53:52 main:574] : INFO : Epoch 1917 | loss: 0.0311544 | val_loss: 0.031174 | Time: 1234.2 ms [2021-11-08 23:53:53 main:574] : INFO : Epoch 1918 | loss: 0.0311534 | val_loss: 0.0311701 | Time: 1215.78 ms [2021-11-08 23:53:55 main:574] : INFO : Epoch 1919 | loss: 0.0311531 | val_loss: 0.0311706 | Time: 1260.31 ms [2021-11-08 23:53:56 main:574] : INFO : Epoch 1920 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 1246.24 ms [2021-11-08 23:53:57 main:574] : INFO : Epoch 1921 | loss: 0.0311526 | val_loss: 0.0311797 | Time: 1277.66 ms [2021-11-08 23:53:59 main:574] : INFO : Epoch 1922 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 1283.47 ms [2021-11-08 23:54:00 main:574] : INFO : Epoch 1923 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 1264.53 ms [2021-11-08 23:54:01 main:574] : INFO : Epoch 1924 | loss: 0.0311547 | val_loss: 0.0311734 | Time: 1261.35 ms [2021-11-08 23:54:03 main:574] : INFO : Epoch 1925 | loss: 0.0311525 | val_loss: 0.0311708 | Time: 1256.05 ms [2021-11-08 23:54:04 main:574] : INFO : Epoch 1926 | loss: 0.031155 | val_loss: 0.0311726 | Time: 1181.73 ms [2021-11-08 23:54:05 main:574] : INFO : Epoch 1927 | loss: 0.0311522 | val_loss: 0.0311744 | Time: 1232.11 ms [2021-11-08 23:54:06 main:574] : INFO : Epoch 1928 | loss: 0.0311532 | val_loss: 0.0311708 | Time: 1267.38 ms [2021-11-08 23:54:08 main:574] : INFO : Epoch 1929 | loss: 0.0311521 | val_loss: 0.0311704 | Time: 1304.91 ms [2021-11-08 23:54:09 main:574] : INFO : Epoch 1930 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 1242.4 ms [2021-11-08 23:54:10 main:574] : INFO : Epoch 1931 | loss: 0.0311505 | val_loss: 0.0311699 | Time: 1232.01 ms [2021-11-08 23:54:12 main:574] : INFO : Epoch 1932 | loss: 0.0311506 | val_loss: 0.031175 | Time: 1278.08 ms [2021-11-08 23:54:13 main:574] : INFO : Epoch 1933 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 1297.37 ms [2021-11-08 23:54:14 main:574] : INFO : Epoch 1934 | loss: 0.0311529 | val_loss: 0.0311679 | Time: 1271.13 ms [2021-11-08 23:54:16 main:574] : INFO : Epoch 1935 | loss: 0.0311546 | val_loss: 0.0311723 | Time: 1266.91 ms [2021-11-08 23:54:17 main:574] : INFO : Epoch 1936 | loss: 0.031151 | val_loss: 0.0311703 | Time: 1248.21 ms [2021-11-08 23:54:18 main:574] : INFO : Epoch 1937 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 1264.03 ms [2021-11-08 23:54:20 main:574] : INFO : Epoch 1938 | loss: 0.0311513 | val_loss: 0.0311714 | Time: 1256.23 ms [2021-11-08 23:54:21 main:574] : INFO : Epoch 1939 | loss: 0.0311509 | val_loss: 0.0311718 | Time: 1252.43 ms [2021-11-08 23:54:22 main:574] : INFO : Epoch 1940 | loss: 0.0311508 | val_loss: 0.0311678 | Time: 1261.31 ms [2021-11-08 23:54:24 main:574] : INFO : Epoch 1941 | loss: 0.0311491 | val_loss: 0.0311722 | Time: 1225.51 ms [2021-11-08 23:54:25 main:574] : INFO : Epoch 1942 | loss: 0.0311496 | val_loss: 0.0311695 | Time: 1260.87 ms [2021-11-08 23:54:26 main:574] : INFO : Epoch 1943 | loss: 0.0311496 | val_loss: 0.0311718 | Time: 1214.71 ms [2021-11-08 23:54:28 main:574] : INFO : Epoch 1944 | loss: 0.0311491 | val_loss: 0.031169 | Time: 1224.37 ms [2021-11-08 23:54:29 main:574] : INFO : Epoch 1945 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 1244.25 ms [2021-11-08 23:54:30 main:574] : INFO : Epoch 1946 | loss: 0.0311501 | val_loss: 0.0311744 | Time: 1272.77 ms [2021-11-08 23:54:31 main:574] : INFO : Epoch 1947 | loss: 0.0311496 | val_loss: 0.0311711 | Time: 1242.89 ms [2021-11-08 23:54:33 main:574] : INFO : Epoch 1948 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 1236.05 ms [2021-11-08 23:54:34 main:574] : INFO : Epoch 1949 | loss: 0.0311491 | val_loss: 0.0311701 | Time: 1280.34 ms [2021-11-08 23:54:35 main:574] : INFO : Epoch 1950 | loss: 0.0311487 | val_loss: 0.0311742 | Time: 1239.44 ms [2021-11-08 23:54:37 main:574] : INFO : Epoch 1951 | loss: 0.0311482 | val_loss: 0.0311706 | Time: 1249.52 ms [2021-11-08 23:54:38 main:574] : INFO : Epoch 1952 | loss: 0.0311476 | val_loss: 0.031172 | Time: 1257.26 ms [2021-11-08 23:54:40 main:574] : INFO : Epoch 1953 | loss: 0.0311481 | val_loss: 0.0311718 | Time: 1230.65 ms [2021-11-08 23:54:41 main:574] : INFO : Epoch 1954 | loss: 0.0311503 | val_loss: 0.0311749 | Time: 1248.62 ms [2021-11-08 23:54:42 main:574] : INFO : Epoch 1955 | loss: 0.0311508 | val_loss: 0.0311715 | Time: 1267.07 ms [2021-11-08 23:54:44 main:574] : INFO : Epoch 1956 | loss: 0.0311465 | val_loss: 0.0311713 | Time: 1250.79 ms [2021-11-08 23:54:45 main:574] : INFO : Epoch 1957 | loss: 0.0311476 | val_loss: 0.0311718 | Time: 1236.83 ms [2021-11-08 23:54:46 main:574] : INFO : Epoch 1958 | loss: 0.0311502 | val_loss: 0.0311696 | Time: 1291.44 ms [2021-11-08 23:54:48 main:574] : INFO : Epoch 1959 | loss: 0.0311524 | val_loss: 0.031177 | Time: 1249.6 ms [2021-11-08 23:54:49 main:574] : INFO : Epoch 1960 | loss: 0.0311521 | val_loss: 0.0311756 | Time: 1291.24 ms [2021-11-08 23:54:50 main:574] : INFO : Epoch 1961 | loss: 0.0311531 | val_loss: 0.031172 | Time: 1232.56 ms [2021-11-08 23:54:52 main:574] : INFO : Epoch 1962 | loss: 0.0311499 | val_loss: 0.0311713 | Time: 1212.32 ms [2021-11-08 23:54:53 main:574] : INFO : Epoch 1963 | loss: 0.0311493 | val_loss: 0.0311714 | Time: 1271.52 ms [2021-11-08 23:54:55 main:574] : INFO : Epoch 1964 | loss: 0.0311524 | val_loss: 0.0311759 | Time: 1305.17 ms [2021-11-08 23:54:56 main:574] : INFO : Epoch 1965 | loss: 0.031153 | val_loss: 0.0311766 | Time: 1271.85 ms [2021-11-08 23:54:57 main:574] : INFO : Epoch 1966 | loss: 0.0311516 | val_loss: 0.0311713 | Time: 1241.2 ms [2021-11-08 23:54:59 main:574] : INFO : Epoch 1967 | loss: 0.0311503 | val_loss: 0.0311735 | Time: 1198.54 ms [2021-11-08 23:55:00 main:574] : INFO : Epoch 1968 | loss: 0.0311512 | val_loss: 0.0311778 | Time: 1253.94 ms [2021-11-08 23:55:01 main:574] : INFO : Epoch 1969 | loss: 0.0311511 | val_loss: 0.0311687 | Time: 1274.18 ms [2021-11-08 23:55:02 main:574] : INFO : Epoch 1970 | loss: 0.0311522 | val_loss: 0.0311671 | Time: 1249.18 ms [2021-11-08 23:55:04 main:574] : INFO : Epoch 1971 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 1286.54 ms [2021-11-08 23:55:05 main:574] : INFO : Epoch 1972 | loss: 0.0311512 | val_loss: 0.0311737 | Time: 1304.56 ms [2021-11-08 23:55:07 main:574] : INFO : Epoch 1973 | loss: 0.0311478 | val_loss: 0.0311709 | Time: 1286.4 ms [2021-11-08 23:55:08 main:574] : INFO : Epoch 1974 | loss: 0.0311471 | val_loss: 0.031172 | Time: 1239.3 ms [2021-11-08 23:55:09 main:574] : INFO : Epoch 1975 | loss: 0.0311481 | val_loss: 0.031171 | Time: 1273.51 ms [2021-11-08 23:55:10 main:574] : INFO : Epoch 1976 | loss: 0.0311472 | val_loss: 0.0311706 | Time: 1263.08 ms [2021-11-08 23:55:12 main:574] : INFO : Epoch 1977 | loss: 0.0311473 | val_loss: 0.0311708 | Time: 1232.92 ms [2021-11-08 23:55:13 main:574] : INFO : Epoch 1978 | loss: 0.0311491 | val_loss: 0.0311719 | Time: 1216.91 ms [2021-11-08 23:55:14 main:574] : INFO : Epoch 1979 | loss: 0.0311475 | val_loss: 0.031171 | Time: 1305.11 ms [2021-11-08 23:55:16 main:574] : INFO : Epoch 1980 | loss: 0.0311461 | val_loss: 0.0311704 | Time: 1285.39 ms [2021-11-08 23:55:17 main:574] : INFO : Epoch 1981 | loss: 0.0311471 | val_loss: 0.0311705 | Time: 1246.61 ms [2021-11-08 23:55:18 main:574] : INFO : Epoch 1982 | loss: 0.0311484 | val_loss: 0.0311719 | Time: 1274.53 ms [2021-11-08 23:55:20 main:574] : INFO : Epoch 1983 | loss: 0.0311511 | val_loss: 0.0311761 | Time: 1206.21 ms [2021-11-08 23:55:21 main:574] : INFO : Epoch 1984 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 1251.53 ms [2021-11-08 23:55:22 main:574] : INFO : Epoch 1985 | loss: 0.0311462 | val_loss: 0.0311727 | Time: 1286.1 ms [2021-11-08 23:55:24 main:574] : INFO : Epoch 1986 | loss: 0.0311482 | val_loss: 0.0311797 | Time: 1250.46 ms [2021-11-08 23:55:25 main:574] : INFO : Epoch 1987 | loss: 0.0311533 | val_loss: 0.0311681 | Time: 1329.03 ms [2021-11-08 23:55:26 main:574] : INFO : Epoch 1988 | loss: 0.0311479 | val_loss: 0.0311718 | Time: 1286.14 ms [2021-11-08 23:55:28 main:574] : INFO : Epoch 1989 | loss: 0.0311458 | val_loss: 0.0311722 | Time: 1236.48 ms [2021-11-08 23:55:29 main:574] : INFO : Epoch 1990 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 1249.29 ms [2021-11-08 23:55:30 main:574] : INFO : Epoch 1991 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 1254.85 ms [2021-11-08 23:55:32 main:574] : INFO : Epoch 1992 | loss: 0.0311446 | val_loss: 0.0311677 | Time: 1311.78 ms [2021-11-08 23:55:33 main:574] : INFO : Epoch 1993 | loss: 0.0311446 | val_loss: 0.0311676 | Time: 1232.49 ms [2021-11-08 23:55:34 main:574] : INFO : Epoch 1994 | loss: 0.0311458 | val_loss: 0.0311659 | Time: 1270.5 ms [2021-11-08 23:55:36 main:574] : INFO : Epoch 1995 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 1251.63 ms [2021-11-08 23:55:37 main:574] : INFO : Epoch 1996 | loss: 0.0311453 | val_loss: 0.0311664 | Time: 1272.5 ms [2021-11-08 23:55:38 main:574] : INFO : Epoch 1997 | loss: 0.0311442 | val_loss: 0.0311694 | Time: 1283.01 ms [2021-11-08 23:55:40 main:574] : INFO : Epoch 1998 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 1260.94 ms [2021-11-08 23:55:41 main:574] : INFO : Epoch 1999 | loss: 0.0311458 | val_loss: 0.0311676 | Time: 1278.06 ms [2021-11-08 23:55:42 main:574] : INFO : Epoch 2000 | loss: 0.0311468 | val_loss: 0.0311687 | Time: 1239.47 ms [2021-11-08 23:55:44 main:574] : INFO : Epoch 2001 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 1216.18 ms [2021-11-08 23:55:45 main:574] : INFO : Epoch 2002 | loss: 0.0311509 | val_loss: 0.0311735 | Time: 1299.12 ms [2021-11-08 23:55:46 main:574] : INFO : Epoch 2003 | loss: 0.0311482 | val_loss: 0.0311704 | Time: 1255.26 ms [2021-11-08 23:55:48 main:574] : INFO : Epoch 2004 | loss: 0.0311466 | val_loss: 0.0311687 | Time: 1276.86 ms [2021-11-08 23:55:49 main:574] : INFO : Epoch 2005 | loss: 0.0311449 | val_loss: 0.0311692 | Time: 1290.7 ms [2021-11-08 23:55:50 main:574] : INFO : Epoch 2006 | loss: 0.0311486 | val_loss: 0.0311714 | Time: 1253.99 ms [2021-11-08 23:55:52 main:574] : INFO : Epoch 2007 | loss: 0.0311506 | val_loss: 0.031166 | Time: 1285.48 ms [2021-11-08 23:55:53 main:574] : INFO : Epoch 2008 | loss: 0.0311459 | val_loss: 0.0311697 | Time: 1244.9 ms [2021-11-08 23:55:54 main:574] : INFO : Epoch 2009 | loss: 0.0311446 | val_loss: 0.0311692 | Time: 1274.28 ms [2021-11-08 23:55:56 main:574] : INFO : Epoch 2010 | loss: 0.0311446 | val_loss: 0.0311671 | Time: 1267.87 ms [2021-11-08 23:55:57 main:574] : INFO : Epoch 2011 | loss: 0.0311441 | val_loss: 0.0311699 | Time: 1269.66 ms [2021-11-08 23:55:58 main:574] : INFO : Epoch 2012 | loss: 0.0311473 | val_loss: 0.031166 | Time: 1310.58 ms [2021-11-08 23:56:00 main:574] : INFO : Epoch 2013 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 1231.77 ms [2021-11-08 23:56:01 main:574] : INFO : Epoch 2014 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 1232.81 ms [2021-11-08 23:56:02 main:574] : INFO : Epoch 2015 | loss: 0.0311435 | val_loss: 0.0311691 | Time: 1261.01 ms [2021-11-08 23:56:04 main:574] : INFO : Epoch 2016 | loss: 0.0311436 | val_loss: 0.0311686 | Time: 1359.48 ms [2021-11-08 23:56:05 main:574] : INFO : Epoch 2017 | loss: 0.0311437 | val_loss: 0.0311687 | Time: 1298.09 ms [2021-11-08 23:56:06 main:574] : INFO : Epoch 2018 | loss: 0.0311428 | val_loss: 0.031166 | Time: 1268.91 ms [2021-11-08 23:56:08 main:574] : INFO : Epoch 2019 | loss: 0.0311424 | val_loss: 0.0311662 | Time: 1260.56 ms [2021-11-08 23:56:09 main:574] : INFO : Epoch 2020 | loss: 0.0311468 | val_loss: 0.0311726 | Time: 1282.59 ms [2021-11-08 23:56:10 main:574] : INFO : Epoch 2021 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 1214.9 ms [2021-11-08 23:56:11 main:574] : INFO : Epoch 2022 | loss: 0.0311492 | val_loss: 0.031172 | Time: 1221.32 ms [2021-11-08 23:56:13 main:574] : INFO : Epoch 2023 | loss: 0.0311508 | val_loss: 0.0311719 | Time: 1276.41 ms [2021-11-08 23:56:14 main:574] : INFO : Epoch 2024 | loss: 0.03115 | val_loss: 0.0311712 | Time: 1205.45 ms [2021-11-08 23:56:15 main:574] : INFO : Epoch 2025 | loss: 0.0311516 | val_loss: 0.031168 | Time: 1325.89 ms [2021-11-08 23:56:17 main:574] : INFO : Epoch 2026 | loss: 0.0311505 | val_loss: 0.0311668 | Time: 1314.37 ms [2021-11-08 23:56:18 main:574] : INFO : Epoch 2027 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 1279.82 ms [2021-11-08 23:56:20 main:574] : INFO : Epoch 2028 | loss: 0.0311481 | val_loss: 0.0311685 | Time: 1266.28 ms [2021-11-08 23:56:21 main:574] : INFO : Epoch 2029 | loss: 0.031148 | val_loss: 0.0311641 | Time: 1253.47 ms [2021-11-08 23:56:22 main:574] : INFO : Epoch 2030 | loss: 0.031147 | val_loss: 0.0311658 | Time: 1279.73 ms [2021-11-08 23:56:23 main:574] : INFO : Epoch 2031 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 1261.79 ms [2021-11-08 23:56:25 main:574] : INFO : Epoch 2032 | loss: 0.0311446 | val_loss: 0.0311648 | Time: 1253.53 ms [2021-11-08 23:56:26 main:574] : INFO : Epoch 2033 | loss: 0.0311445 | val_loss: 0.0311668 | Time: 1213.56 ms [2021-11-08 23:56:27 main:574] : INFO : Epoch 2034 | loss: 0.0311436 | val_loss: 0.0311629 | Time: 1270.58 ms [2021-11-08 23:56:29 main:574] : INFO : Epoch 2035 | loss: 0.0311417 | val_loss: 0.0311631 | Time: 1266.73 ms [2021-11-08 23:56:30 main:574] : INFO : Epoch 2036 | loss: 0.0311412 | val_loss: 0.0311614 | Time: 1266.92 ms [2021-11-08 23:56:31 main:574] : INFO : Epoch 2037 | loss: 0.0311418 | val_loss: 0.031163 | Time: 1249.16 ms [2021-11-08 23:56:33 main:574] : INFO : Epoch 2038 | loss: 0.0311435 | val_loss: 0.0311704 | Time: 1212.03 ms [2021-11-08 23:56:34 main:574] : INFO : Epoch 2039 | loss: 0.031149 | val_loss: 0.0311633 | Time: 1257.02 ms [2021-11-08 23:56:35 main:574] : INFO : Epoch 2040 | loss: 0.0311443 | val_loss: 0.0311655 | Time: 1272.25 ms [2021-11-08 23:56:37 main:574] : INFO : Epoch 2041 | loss: 0.0311438 | val_loss: 0.0311652 | Time: 1269.36 ms [2021-11-08 23:56:38 main:574] : INFO : Epoch 2042 | loss: 0.0311436 | val_loss: 0.0311673 | Time: 1246.68 ms [2021-11-08 23:56:40 main:574] : INFO : Epoch 2043 | loss: 0.031143 | val_loss: 0.0311635 | Time: 1231.16 ms [2021-11-08 23:56:41 main:574] : INFO : Epoch 2044 | loss: 0.031143 | val_loss: 0.0311607 | Time: 1247.01 ms [2021-11-08 23:56:42 main:574] : INFO : Epoch 2045 | loss: 0.031142 | val_loss: 0.0311611 | Time: 1235 ms [2021-11-08 23:56:44 main:574] : INFO : Epoch 2046 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 1234.2 ms [2021-11-08 23:56:45 main:574] : INFO : Epoch 2047 | loss: 0.0311417 | val_loss: 0.031162 | Time: 1211.53 ms [2021-11-08 23:56:46 main:574] : INFO : Epoch 2048 | loss: 0.0311408 | val_loss: 0.0311661 | Time: 1230.75 ms [2021-11-08 23:56:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311661 [2021-11-08 23:56:46 main:603] : INFO : Saving end state to config to file [2021-11-08 23:56:46 main:608] : INFO : Success, exiting.. 23:56:46 (10048): 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)