Task 14622119
| Name | ParityModified-1647039934-13822-1-0_6 |
| Workunit | 10147637 |
| Created | 15 Apr 2022, 23:48:19 UTC |
| Sent | 15 Apr 2022, 23:49:05 UTC |
| Report deadline | 23 Apr 2022, 23:49:05 UTC |
| Received | 16 Apr 2022, 0:45:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11498 |
| Run time | 56 min 7 sec |
| CPU time | 49 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.37 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 25:40 main:574] : INFO : Epoch 1542 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 1386.62 ms [2022-04-15 17:25:41 main:574] : INFO : Epoch 1543 | loss: 0.031162 | val_loss: 0.031176 | Time: 1567.39 ms [2022-04-15 17:25:43 main:574] : INFO : Epoch 1544 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 1418.29 ms [2022-04-15 17:25:44 main:574] : INFO : Epoch 1545 | loss: 0.031161 | val_loss: 0.0311765 | Time: 1392.98 ms [2022-04-15 17:25:46 main:574] : INFO : Epoch 1546 | loss: 0.0311634 | val_loss: 0.0311724 | Time: 1385.89 ms [2022-04-15 17:25:47 main:574] : INFO : Epoch 1547 | loss: 0.0311631 | val_loss: 0.0311702 | Time: 1520.39 ms [2022-04-15 17:25:48 main:574] : INFO : Epoch 1548 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 1363.34 ms [2022-04-15 17:25:50 main:574] : INFO : Epoch 1549 | loss: 0.0311601 | val_loss: 0.031175 | Time: 1401.49 ms [2022-04-15 17:25:51 main:574] : INFO : Epoch 1550 | loss: 0.0311612 | val_loss: 0.0311728 | Time: 1394.48 ms [2022-04-15 17:25:53 main:574] : INFO : Epoch 1551 | loss: 0.0311617 | val_loss: 0.0311714 | Time: 1419.33 ms [2022-04-15 17:25:54 main:574] : INFO : Epoch 1552 | loss: 0.0311611 | val_loss: 0.0311801 | Time: 1406.63 ms [2022-04-15 17:25:55 main:574] : INFO : Epoch 1553 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1352.26 ms [2022-04-15 17:25:57 main:574] : INFO : Epoch 1554 | loss: 0.0311588 | val_loss: 0.0311718 | Time: 1514.16 ms [2022-04-15 17:25:58 main:574] : INFO : Epoch 1555 | loss: 0.0311561 | val_loss: 0.0311737 | Time: 1438.5 ms [2022-04-15 17:26:00 main:574] : INFO : Epoch 1556 | loss: 0.0311579 | val_loss: 0.0311736 | Time: 1452.39 ms [2022-04-15 17:26:01 main:574] : INFO : Epoch 1557 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 1469.66 ms [2022-04-15 17:26:03 main:574] : INFO : Epoch 1558 | loss: 0.031161 | val_loss: 0.0311759 | Time: 1483.57 ms [2022-04-15 17:26:04 main:574] : INFO : Epoch 1559 | loss: 0.0311585 | val_loss: 0.0311707 | Time: 1474.46 ms [2022-04-15 17:26:06 main:574] : INFO : Epoch 1560 | loss: 0.0311573 | val_loss: 0.031172 | Time: 1545.37 ms [2022-04-15 17:26:07 main:574] : INFO : Epoch 1561 | loss: 0.031157 | val_loss: 0.0311722 | Time: 1674.91 ms [2022-04-15 17:26:09 main:574] : INFO : Epoch 1562 | loss: 0.0311556 | val_loss: 0.0311737 | Time: 1539.97 ms [2022-04-15 17:26:10 main:574] : INFO : Epoch 1563 | loss: 0.0311567 | val_loss: 0.0311748 | Time: 1341.37 ms [2022-04-15 17:26:12 main:574] : INFO : Epoch 1564 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1374.09 ms [2022-04-15 17:26:13 main:574] : INFO : Epoch 1565 | loss: 0.0311567 | val_loss: 0.0311753 | Time: 1440.58 ms [2022-04-15 17:26:15 main:574] : INFO : Epoch 1566 | loss: 0.0311551 | val_loss: 0.03117 | Time: 1354.35 ms [2022-04-15 17:26:16 main:574] : INFO : Epoch 1567 | loss: 0.0311551 | val_loss: 0.0311768 | Time: 1353.53 ms [2022-04-15 17:26:17 main:574] : INFO : Epoch 1568 | loss: 0.0311568 | val_loss: 0.0311712 | Time: 1344.89 ms [2022-04-15 17:26:19 main:574] : INFO : Epoch 1569 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 1362.92 ms [2022-04-15 17:26:20 main:574] : INFO : Epoch 1570 | loss: 0.0311558 | val_loss: 0.0311774 | Time: 1345.28 ms [2022-04-15 17:26:21 main:574] : INFO : Epoch 1571 | loss: 0.0311551 | val_loss: 0.031172 | Time: 1400.21 ms [2022-04-15 17:26:23 main:574] : INFO : Epoch 1572 | loss: 0.0311539 | val_loss: 0.031174 | Time: 1521.59 ms [2022-04-15 17:26:24 main:574] : INFO : Epoch 1573 | loss: 0.0311559 | val_loss: 0.0311756 | Time: 1465.05 ms [2022-04-15 17:26:26 main:574] : INFO : Epoch 1574 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 1440.27 ms [2022-04-15 17:26:27 main:574] : INFO : Epoch 1575 | loss: 0.0311552 | val_loss: 0.0311773 | Time: 1651.91 ms [2022-04-15 17:26:29 main:574] : INFO : Epoch 1576 | loss: 0.0311606 | val_loss: 0.0311714 | Time: 1388.1 ms [2022-04-15 17:26:30 main:574] : INFO : Epoch 1577 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 1351.53 ms [2022-04-15 17:26:32 main:574] : INFO : Epoch 1578 | loss: 0.0311578 | val_loss: 0.0311766 | Time: 1451.48 ms [2022-04-15 17:26:33 main:574] : INFO : Epoch 1579 | loss: 0.031159 | val_loss: 0.0311735 | Time: 1360.05 ms [2022-04-15 17:26:34 main:574] : INFO : Epoch 1580 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 1338.19 ms [2022-04-15 17:26:36 main:574] : INFO : Epoch 1581 | loss: 0.031166 | val_loss: 0.031175 | Time: 1357.22 ms [2022-04-15 17:26:37 main:574] : INFO : Epoch 1582 | loss: 0.0311626 | val_loss: 0.0311708 | Time: 1364.47 ms [2022-04-15 17:26:38 main:574] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311694 | Time: 1310.12 ms [2022-04-15 17:26:40 main:574] : INFO : Epoch 1584 | loss: 0.0311618 | val_loss: 0.031169 | Time: 1374.64 ms [2022-04-15 17:26:41 main:574] : INFO : Epoch 1585 | loss: 0.0311591 | val_loss: 0.0311695 | Time: 1501.98 ms [2022-04-15 17:26:43 main:574] : INFO : Epoch 1586 | loss: 0.0311586 | val_loss: 0.0311715 | Time: 1664.71 ms [2022-04-15 17:26:44 main:574] : INFO : Epoch 1587 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 1506.21 ms [2022-04-15 17:26:46 main:574] : INFO : Epoch 1588 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 1359.58 ms [2022-04-15 17:26:47 main:574] : INFO : Epoch 1589 | loss: 0.0311558 | val_loss: 0.031171 | Time: 1511.64 ms [2022-04-15 17:26:49 main:574] : INFO : Epoch 1590 | loss: 0.0311567 | val_loss: 0.0311736 | Time: 1502.76 ms [2022-04-15 17:26:50 main:574] : INFO : Epoch 1591 | loss: 0.0311568 | val_loss: 0.0311718 | Time: 1455.34 ms [2022-04-15 17:26:52 main:574] : INFO : Epoch 1592 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1403.14 ms [2022-04-15 17:26:53 main:574] : INFO : Epoch 1593 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 1394.84 ms [2022-04-15 17:26:54 main:574] : INFO : Epoch 1594 | loss: 0.0311545 | val_loss: 0.0311716 | Time: 1353.02 ms [2022-04-15 17:26:56 main:574] : INFO : Epoch 1595 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 1369.41 ms [2022-04-15 17:26:57 main:574] : INFO : Epoch 1596 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 1572.54 ms [2022-04-15 17:26:59 main:574] : INFO : Epoch 1597 | loss: 0.0311558 | val_loss: 0.0311736 | Time: 1451.7 ms [2022-04-15 17:27:00 main:574] : INFO : Epoch 1598 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 1416.71 ms [2022-04-15 17:27:02 main:574] : INFO : Epoch 1599 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 1374.28 ms [2022-04-15 17:27:03 main:574] : INFO : Epoch 1600 | loss: 0.0311537 | val_loss: 0.0311733 | Time: 1375.3 ms [2022-04-15 17:27:04 main:574] : INFO : Epoch 1601 | loss: 0.0311564 | val_loss: 0.0311743 | Time: 1359.91 ms [2022-04-15 17:27:06 main:574] : INFO : Epoch 1602 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 1416.03 ms [2022-04-15 17:27:07 main:574] : INFO : Epoch 1603 | loss: 0.0311555 | val_loss: 0.0311726 | Time: 1337.58 ms [2022-04-15 17:27:09 main:574] : INFO : Epoch 1604 | loss: 0.031154 | val_loss: 0.031173 | Time: 1390.84 ms [2022-04-15 17:27:10 main:574] : INFO : Epoch 1605 | loss: 0.0311525 | val_loss: 0.0311737 | Time: 1455.91 ms [2022-04-15 17:27:11 main:574] : INFO : Epoch 1606 | loss: 0.031152 | val_loss: 0.0311741 | Time: 1415.05 ms [2022-04-15 17:27:13 main:574] : INFO : Epoch 1607 | loss: 0.0311533 | val_loss: 0.0311743 | Time: 1340.35 ms [2022-04-15 17:27:14 main:574] : INFO : Epoch 1608 | loss: 0.0311513 | val_loss: 0.0311736 | Time: 1335.93 ms [2022-04-15 17:27:15 main:574] : INFO : Epoch 1609 | loss: 0.0311516 | val_loss: 0.0311721 | Time: 1365.39 ms [2022-04-15 17:27:17 main:574] : INFO : Epoch 1610 | loss: 0.0311521 | val_loss: 0.0311729 | Time: 1360.01 ms [2022-04-15 17:27:18 main:574] : INFO : Epoch 1611 | loss: 0.0311541 | val_loss: 0.031171 | Time: 1395.42 ms [2022-04-15 17:27:20 main:574] : INFO : Epoch 1612 | loss: 0.0311569 | val_loss: 0.0311729 | Time: 1541.77 ms [2022-04-15 17:27:21 main:574] : INFO : Epoch 1613 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 1708.56 ms [2022-04-15 17:27:23 main:574] : INFO : Epoch 1614 | loss: 0.0311553 | val_loss: 0.0311735 | Time: 1350.79 ms [2022-04-15 17:27:24 main:574] : INFO : Epoch 1615 | loss: 0.0311543 | val_loss: 0.0311762 | Time: 1572.24 ms [2022-04-15 17:27:26 main:574] : INFO : Epoch 1616 | loss: 0.0311526 | val_loss: 0.0311712 | Time: 1494.7 ms [2022-04-15 17:27:27 main:574] : INFO : Epoch 1617 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 1539.88 ms [2022-04-15 17:27:29 main:574] : INFO : Epoch 1618 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 1653.68 ms [2022-04-15 17:27:31 main:574] : INFO : Epoch 1619 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 1744.46 ms [2022-04-15 17:27:33 main:574] : INFO : Epoch 1620 | loss: 0.0311514 | val_loss: 0.031171 | Time: 1726.81 ms [2022-04-15 17:27:35 main:574] : INFO : Epoch 1621 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 2305.96 ms [2022-04-15 17:27:36 main:574] : INFO : Epoch 1622 | loss: 0.0311521 | val_loss: 0.0311713 | Time: 1559.46 ms [2022-04-15 17:27:38 main:574] : INFO : Epoch 1623 | loss: 0.031153 | val_loss: 0.03117 | Time: 1512.41 ms [2022-04-15 17:27:39 main:574] : INFO : Epoch 1624 | loss: 0.0311518 | val_loss: 0.0311702 | Time: 1445.9 ms [2022-04-15 17:27:41 main:574] : INFO : Epoch 1625 | loss: 0.0311514 | val_loss: 0.0311784 | Time: 1341.01 ms [2022-04-15 17:27:42 main:574] : INFO : Epoch 1626 | loss: 0.0311535 | val_loss: 0.031174 | Time: 1385.76 ms [2022-04-15 17:27:44 main:574] : INFO : Epoch 1627 | loss: 0.0311507 | val_loss: 0.0311696 | Time: 1621.77 ms [2022-04-15 17:27:45 main:574] : INFO : Epoch 1628 | loss: 0.0311502 | val_loss: 0.0311762 | Time: 1345.71 ms [2022-04-15 17:27:46 main:574] : INFO : Epoch 1629 | loss: 0.0311545 | val_loss: 0.0311731 | Time: 1397.42 ms [2022-04-15 17:27:48 main:574] : INFO : Epoch 1630 | loss: 0.0311544 | val_loss: 0.031174 | Time: 1413.58 ms [2022-04-15 17:27:49 main:574] : INFO : Epoch 1631 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 1374.18 ms [2022-04-15 17:27:51 main:574] : INFO : Epoch 1632 | loss: 0.0311507 | val_loss: 0.0311716 | Time: 1360.33 ms [2022-04-15 17:27:52 main:574] : INFO : Epoch 1633 | loss: 0.0311492 | val_loss: 0.03117 | Time: 1345.11 ms [2022-04-15 17:27:53 main:574] : INFO : Epoch 1634 | loss: 0.0311493 | val_loss: 0.0311704 | Time: 1348.41 ms [2022-04-15 17:27:55 main:574] : INFO : Epoch 1635 | loss: 0.0311499 | val_loss: 0.0311718 | Time: 1494.43 ms [2022-04-15 17:27:56 main:574] : INFO : Epoch 1636 | loss: 0.0311492 | val_loss: 0.031171 | Time: 1357.61 ms [2022-04-15 17:27:58 main:574] : INFO : Epoch 1637 | loss: 0.0311482 | val_loss: 0.0311743 | Time: 1353.36 ms [2022-04-15 17:27:59 main:574] : INFO : Epoch 1638 | loss: 0.0311482 | val_loss: 0.0311728 | Time: 1396.32 ms [2022-04-15 17:28:00 main:574] : INFO : Epoch 1639 | loss: 0.0311473 | val_loss: 0.0311755 | Time: 1521.08 ms [2022-04-15 17:28:02 main:574] : INFO : Epoch 1640 | loss: 0.0311513 | val_loss: 0.0311725 | Time: 1555.59 ms [2022-04-15 17:28:04 main:574] : INFO : Epoch 1641 | loss: 0.0311564 | val_loss: 0.0311749 | Time: 1598.28 ms [2022-04-15 17:28:05 main:574] : INFO : Epoch 1642 | loss: 0.031155 | val_loss: 0.0311768 | Time: 1467.92 ms [2022-04-15 17:28:07 main:574] : INFO : Epoch 1643 | loss: 0.031154 | val_loss: 0.0311717 | Time: 1467.99 ms [2022-04-15 17:28:08 main:574] : INFO : Epoch 1644 | loss: 0.0311519 | val_loss: 0.0311733 | Time: 1525.13 ms [2022-04-15 17:28:09 main:574] : INFO : Epoch 1645 | loss: 0.031152 | val_loss: 0.0311724 | Time: 1383.64 ms [2022-04-15 17:28:11 main:574] : INFO : Epoch 1646 | loss: 0.0311539 | val_loss: 0.0311746 | Time: 1411.13 ms [2022-04-15 17:28:12 main:574] : INFO : Epoch 1647 | loss: 0.0311522 | val_loss: 0.0311751 | Time: 1409.84 ms [2022-04-15 17:28:14 main:574] : INFO : Epoch 1648 | loss: 0.0311504 | val_loss: 0.0311728 | Time: 1612.18 ms [2022-04-15 17:28:16 main:574] : INFO : Epoch 1649 | loss: 0.0311482 | val_loss: 0.0311746 | Time: 1732.59 ms [2022-04-15 17:28:17 main:574] : INFO : Epoch 1650 | loss: 0.0311499 | val_loss: 0.0311783 | Time: 1435.63 ms [2022-04-15 17:28:19 main:574] : INFO : Epoch 1651 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 1420.43 ms [2022-04-15 17:28:20 main:574] : INFO : Epoch 1652 | loss: 0.0311497 | val_loss: 0.0311724 | Time: 1362.02 ms [2022-04-15 17:28:21 main:574] : INFO : Epoch 1653 | loss: 0.0311505 | val_loss: 0.031177 | Time: 1336.83 ms [2022-04-15 17:28:23 main:574] : INFO : Epoch 1654 | loss: 0.0311535 | val_loss: 0.0311752 | Time: 1397.81 ms [2022-04-15 17:28:24 main:574] : INFO : Epoch 1655 | loss: 0.0311537 | val_loss: 0.031174 | Time: 1548.63 ms [2022-04-15 17:28:26 main:574] : INFO : Epoch 1656 | loss: 0.0311519 | val_loss: 0.031173 | Time: 1402.96 ms [2022-04-15 17:28:27 main:574] : INFO : Epoch 1657 | loss: 0.0311505 | val_loss: 0.0311773 | Time: 1340.23 ms [2022-04-15 17:28:28 main:574] : INFO : Epoch 1658 | loss: 0.0311496 | val_loss: 0.031173 | Time: 1410.8 ms [2022-04-15 17:28:30 main:574] : INFO : Epoch 1659 | loss: 0.0311507 | val_loss: 0.0311776 | Time: 1438.15 ms [2022-04-15 17:28:31 main:574] : INFO : Epoch 1660 | loss: 0.0311511 | val_loss: 0.0311756 | Time: 1520.1 ms [2022-04-15 17:28:33 main:574] : INFO : Epoch 1661 | loss: 0.0311503 | val_loss: 0.0311732 | Time: 1537.91 ms [2022-04-15 17:28:34 main:574] : INFO : Epoch 1662 | loss: 0.031148 | val_loss: 0.0311736 | Time: 1406.61 ms [2022-04-15 17:28:36 main:574] : INFO : Epoch 1663 | loss: 0.0311472 | val_loss: 0.0311732 | Time: 1421.1 ms [2022-04-15 17:28:37 main:574] : INFO : Epoch 1664 | loss: 0.0311479 | val_loss: 0.031174 | Time: 1477.08 ms [2022-04-15 17:28:39 main:574] : INFO : Epoch 1665 | loss: 0.0311483 | val_loss: 0.0311718 | Time: 1413.67 ms [2022-04-15 17:28:40 main:574] : INFO : Epoch 1666 | loss: 0.0311496 | val_loss: 0.0311749 | Time: 1425.29 ms [2022-04-15 17:28:41 main:574] : INFO : Epoch 1667 | loss: 0.0311587 | val_loss: 0.0311745 | Time: 1353.37 ms [2022-04-15 17:28:43 main:574] : INFO : Epoch 1668 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 1422.23 ms [2022-04-15 17:28:44 main:574] : INFO : Epoch 1669 | loss: 0.0311559 | val_loss: 0.0311737 | Time: 1426.3 ms [2022-04-15 17:28:46 main:574] : INFO : Epoch 1670 | loss: 0.0311554 | val_loss: 0.0311747 | Time: 1462.37 ms [2022-04-15 17:28:47 main:574] : INFO : Epoch 1671 | loss: 0.0311545 | val_loss: 0.031172 | Time: 1674.65 ms [2022-04-15 17:28:49 main:574] : INFO : Epoch 1672 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 1642.82 ms [2022-04-15 17:28:51 main:574] : INFO : Epoch 1673 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 1773.34 ms [2022-04-15 17:28:52 main:574] : INFO : Epoch 1674 | loss: 0.0311519 | val_loss: 0.0311752 | Time: 1667.35 ms [2022-04-15 17:28:54 main:574] : INFO : Epoch 1675 | loss: 0.0311519 | val_loss: 0.031174 | Time: 1394.62 ms [2022-04-15 17:28:55 main:574] : INFO : Epoch 1676 | loss: 0.0311522 | val_loss: 0.0311715 | Time: 1362.32 ms [2022-04-15 17:28:57 main:574] : INFO : Epoch 1677 | loss: 0.0311509 | val_loss: 0.0311743 | Time: 1890.74 ms [2022-04-15 17:28:59 main:574] : INFO : Epoch 1678 | loss: 0.0311508 | val_loss: 0.03117 | Time: 1601.59 ms [2022-04-15 17:29:00 main:574] : INFO : Epoch 1679 | loss: 0.0311515 | val_loss: 0.0311728 | Time: 1562.85 ms [2022-04-15 17:29:02 main:574] : INFO : Epoch 1680 | loss: 0.0311526 | val_loss: 0.031172 | Time: 1396.84 ms [2022-04-15 17:29:03 main:574] : INFO : Epoch 1681 | loss: 0.0311527 | val_loss: 0.031174 | Time: 1640.18 ms [2022-04-15 17:29:05 main:574] : INFO : Epoch 1682 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 1430.73 ms [2022-04-15 17:29:06 main:574] : INFO : Epoch 1683 | loss: 0.031159 | val_loss: 0.0311706 | Time: 1404.74 ms [2022-04-15 17:29:08 main:574] : INFO : Epoch 1684 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1410.27 ms [2022-04-15 17:29:09 main:574] : INFO : Epoch 1685 | loss: 0.0311546 | val_loss: 0.0311741 | Time: 1344.34 ms [2022-04-15 17:29:10 main:574] : INFO : Epoch 1686 | loss: 0.0311618 | val_loss: 0.0311726 | Time: 1357.25 ms [2022-04-15 17:29:12 main:574] : INFO : Epoch 1687 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 1407.45 ms [2022-04-15 17:29:13 main:574] : INFO : Epoch 1688 | loss: 0.0311601 | val_loss: 0.0311742 | Time: 1387.13 ms [2022-04-15 17:29:14 main:574] : INFO : Epoch 1689 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1387.71 ms [2022-04-15 17:29:16 main:574] : INFO : Epoch 1690 | loss: 0.0311544 | val_loss: 0.031173 | Time: 1469.81 ms [2022-04-15 17:29:18 main:574] : INFO : Epoch 1691 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 1878.29 ms [2022-04-15 17:29:19 main:574] : INFO : Epoch 1692 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 1450.84 ms [2022-04-15 17:29:21 main:574] : INFO : Epoch 1693 | loss: 0.0311525 | val_loss: 0.0311701 | Time: 1387.98 ms [2022-04-15 17:29:22 main:574] : INFO : Epoch 1694 | loss: 0.0311505 | val_loss: 0.0311696 | Time: 1395 ms [2022-04-15 17:29:23 main:574] : INFO : Epoch 1695 | loss: 0.0311526 | val_loss: 0.03117 | Time: 1404.81 ms [2022-04-15 17:29:25 main:574] : INFO : Epoch 1696 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 1575.67 ms [2022-04-15 17:29:26 main:574] : INFO : Epoch 1697 | loss: 0.0311503 | val_loss: 0.0311736 | Time: 1389.08 ms [2022-04-15 17:29:28 main:574] : INFO : Epoch 1698 | loss: 0.0311483 | val_loss: 0.0311723 | Time: 1461.08 ms [2022-04-15 17:29:29 main:574] : INFO : Epoch 1699 | loss: 0.0311492 | val_loss: 0.0311706 | Time: 1372.37 ms [2022-04-15 17:29:31 main:574] : INFO : Epoch 1700 | loss: 0.031149 | val_loss: 0.0311715 | Time: 1532.05 ms [2022-04-15 17:29:32 main:574] : INFO : Epoch 1701 | loss: 0.0311492 | val_loss: 0.0311713 | Time: 1385.86 ms [2022-04-15 17:29:34 main:574] : INFO : Epoch 1702 | loss: 0.0311494 | val_loss: 0.0311717 | Time: 1377.59 ms [2022-04-15 17:29:35 main:574] : INFO : Epoch 1703 | loss: 0.0311484 | val_loss: 0.0311685 | Time: 1351.87 ms [2022-04-15 17:29:36 main:574] : INFO : Epoch 1704 | loss: 0.0311473 | val_loss: 0.031174 | Time: 1383.19 ms [2022-04-15 17:29:38 main:574] : INFO : Epoch 1705 | loss: 0.0311481 | val_loss: 0.0311717 | Time: 1395.18 ms [2022-04-15 17:29:39 main:574] : INFO : Epoch 1706 | loss: 0.0311478 | val_loss: 0.0311751 | Time: 1432.12 ms [2022-04-15 17:29:41 main:574] : INFO : Epoch 1707 | loss: 0.0311511 | val_loss: 0.0311746 | Time: 1479.61 ms [2022-04-15 17:29:42 main:574] : INFO : Epoch 1708 | loss: 0.0311509 | val_loss: 0.031174 | Time: 1420.18 ms [2022-04-15 17:29:43 main:574] : INFO : Epoch 1709 | loss: 0.0311481 | val_loss: 0.0311742 | Time: 1393.57 ms [2022-04-15 17:29:45 main:574] : INFO : Epoch 1710 | loss: 0.0311486 | val_loss: 0.0311743 | Time: 1400.23 ms [2022-04-15 17:29:46 main:574] : INFO : Epoch 1711 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 1408.26 ms [2022-04-15 17:29:48 main:574] : INFO : Epoch 1712 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 1398.63 ms [2022-04-15 17:29:49 main:574] : INFO : Epoch 1713 | loss: 0.0311581 | val_loss: 0.0311761 | Time: 1435.04 ms [2022-04-15 17:29:50 main:574] : INFO : Epoch 1714 | loss: 0.031157 | val_loss: 0.0311722 | Time: 1427.31 ms [2022-04-15 17:29:52 main:574] : INFO : Epoch 1715 | loss: 0.0311628 | val_loss: 0.031175 | Time: 1486.58 ms [2022-04-15 17:29:53 main:574] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311764 | Time: 1490.34 ms [2022-04-15 17:29:55 main:574] : INFO : Epoch 1717 | loss: 0.031159 | val_loss: 0.0311734 | Time: 1500.29 ms [2022-04-15 17:29:56 main:574] : INFO : Epoch 1718 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 1504.68 ms [2022-04-15 17:29:58 main:574] : INFO : Epoch 1719 | loss: 0.0311555 | val_loss: 0.0311743 | Time: 1382.15 ms [2022-04-15 17:29:59 main:574] : INFO : Epoch 1720 | loss: 0.0311572 | val_loss: 0.0311758 | Time: 1395.2 ms [2022-04-15 17:30:01 main:574] : INFO : Epoch 1721 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 1515.02 ms [2022-04-15 17:30:02 main:574] : INFO : Epoch 1722 | loss: 0.0311541 | val_loss: 0.0311691 | Time: 1620.3 ms [2022-04-15 17:30:04 main:574] : INFO : Epoch 1723 | loss: 0.0311532 | val_loss: 0.031167 | Time: 1658.61 ms [2022-04-15 17:30:09 main:574] : INFO : Epoch 1724 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 4883.51 ms [2022-04-15 17:30:11 main:574] : INFO : Epoch 1725 | loss: 0.0311554 | val_loss: 0.0311722 | Time: 1574.62 ms [2022-04-15 17:30:12 main:574] : INFO : Epoch 1726 | loss: 0.0311553 | val_loss: 0.0311705 | Time: 1561.52 ms [2022-04-15 17:30:14 main:574] : INFO : Epoch 1727 | loss: 0.0311533 | val_loss: 0.0311741 | Time: 1481.95 ms [2022-04-15 17:30:15 main:574] : INFO : Epoch 1728 | loss: 0.0311539 | val_loss: 0.0311719 | Time: 1482.8 ms [2022-04-15 17:30:16 main:574] : INFO : Epoch 1729 | loss: 0.0311505 | val_loss: 0.0311729 | Time: 1352.18 ms [2022-04-15 17:30:18 main:574] : INFO : Epoch 1730 | loss: 0.0311495 | val_loss: 0.0311707 | Time: 1420.51 ms [2022-04-15 17:30:19 main:574] : INFO : Epoch 1731 | loss: 0.03115 | val_loss: 0.0311744 | Time: 1438.62 ms [2022-04-15 17:30:21 main:574] : INFO : Epoch 1732 | loss: 0.0311479 | val_loss: 0.0311698 | Time: 1564.23 ms [2022-04-15 17:30:22 main:574] : INFO : Epoch 1733 | loss: 0.0311498 | val_loss: 0.0311765 | Time: 1612.64 ms [2022-04-15 17:30:28 main:574] : INFO : Epoch 1734 | loss: 0.031153 | val_loss: 0.0311723 | Time: 5301.58 ms [2022-04-15 17:30:29 main:574] : INFO : Epoch 1735 | loss: 0.0311494 | val_loss: 0.0311743 | Time: 1509.79 ms [2022-04-15 17:30:31 main:574] : INFO : Epoch 1736 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 1862.16 ms [2022-04-15 17:30:33 main:574] : INFO : Epoch 1737 | loss: 0.0311503 | val_loss: 0.0311736 | Time: 1573.42 ms [2022-04-15 17:30:34 main:574] : INFO : Epoch 1738 | loss: 0.0311494 | val_loss: 0.0311735 | Time: 1508.62 ms [2022-04-15 17:30:36 main:574] : INFO : Epoch 1739 | loss: 0.0311498 | val_loss: 0.0311721 | Time: 1825.93 ms [2022-04-15 17:30:38 main:574] : INFO : Epoch 1740 | loss: 0.0311496 | val_loss: 0.0311738 | Time: 1488.61 ms [2022-04-15 17:30:39 main:574] : INFO : Epoch 1741 | loss: 0.0311501 | val_loss: 0.0311733 | Time: 1454.38 ms [2022-04-15 17:30:48 main:574] : INFO : Epoch 1742 | loss: 0.0311483 | val_loss: 0.0311694 | Time: 9291.85 ms [2022-04-15 17:30:50 main:574] : INFO : Epoch 1743 | loss: 0.031148 | val_loss: 0.0311773 | Time: 1746.11 ms [2022-04-15 17:30:52 main:574] : INFO : Epoch 1744 | loss: 0.0311507 | val_loss: 0.0311717 | Time: 1503.55 ms [2022-04-15 17:30:53 main:574] : INFO : Epoch 1745 | loss: 0.0311481 | val_loss: 0.0311729 | Time: 1608.3 ms [2022-04-15 17:30:55 main:574] : INFO : Epoch 1746 | loss: 0.0311466 | val_loss: 0.0311721 | Time: 1478.58 ms [2022-04-15 17:30:56 main:574] : INFO : Epoch 1747 | loss: 0.0311458 | val_loss: 0.0311737 | Time: 1478.21 ms [2022-04-15 17:30:57 main:574] : INFO : Epoch 1748 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 1376.93 ms [2022-04-15 17:30:59 main:574] : INFO : Epoch 1749 | loss: 0.0311452 | val_loss: 0.0311758 | Time: 1399.8 ms [2022-04-15 17:31:00 main:574] : INFO : Epoch 1750 | loss: 0.0311435 | val_loss: 0.0311735 | Time: 1561.72 ms [2022-04-15 17:31:02 main:574] : INFO : Epoch 1751 | loss: 0.0311465 | val_loss: 0.0311724 | Time: 1453.38 ms [2022-04-15 17:31:11 main:574] : INFO : Epoch 1752 | loss: 0.0311471 | val_loss: 0.031176 | Time: 9168.68 ms [2022-04-15 17:31:13 main:574] : INFO : Epoch 1753 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 1437.15 ms [2022-04-15 17:31:14 main:574] : INFO : Epoch 1754 | loss: 0.03115 | val_loss: 0.0311748 | Time: 1584.46 ms [2022-04-15 17:31:16 main:574] : INFO : Epoch 1755 | loss: 0.0311521 | val_loss: 0.0311753 | Time: 1530.85 ms [2022-04-15 17:31:17 main:574] : INFO : Epoch 1756 | loss: 0.0311647 | val_loss: 0.031174 | Time: 1408.7 ms [2022-04-15 17:31:19 main:574] : INFO : Epoch 1757 | loss: 0.0311613 | val_loss: 0.0311724 | Time: 1553.17 ms [2022-04-15 17:31:20 main:574] : INFO : Epoch 1758 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 1571.19 ms [2022-04-15 17:31:22 main:574] : INFO : Epoch 1759 | loss: 0.0311615 | val_loss: 0.0311755 | Time: 1416.28 ms [2022-04-15 17:31:23 main:574] : INFO : Epoch 1760 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1451.14 ms [2022-04-15 17:31:25 main:574] : INFO : Epoch 1761 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1594.37 ms [2022-04-15 17:31:52 main:574] : INFO : Epoch 1762 | loss: 0.0311605 | val_loss: 0.0311741 | Time: 27317.1 ms [2022-04-15 17:31:56 main:574] : INFO : Epoch 1763 | loss: 0.0311767 | val_loss: 0.0311794 | Time: 3856.51 ms [2022-04-15 17:31:58 main:574] : INFO : Epoch 1764 | loss: 0.0311765 | val_loss: 0.0311778 | Time: 2512.96 ms [2022-04-15 17:32:00 main:574] : INFO : Epoch 1765 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 2171.69 ms [2022-04-15 17:32:02 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 1406.35 ms [2022-04-15 17:32:03 main:574] : INFO : Epoch 1767 | loss: 0.0311695 | val_loss: 0.0311733 | Time: 1467.48 ms [2022-04-15 17:32:05 main:574] : INFO : Epoch 1768 | loss: 0.031167 | val_loss: 0.0311732 | Time: 1594.3 ms [2022-04-15 17:32:07 main:574] : INFO : Epoch 1769 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 1720.25 ms [2022-04-15 17:32:08 main:574] : INFO : Epoch 1770 | loss: 0.0311642 | val_loss: 0.0311742 | Time: 1540.38 ms [2022-04-15 17:32:10 main:574] : INFO : Epoch 1771 | loss: 0.0311631 | val_loss: 0.031175 | Time: 1412.5 ms [2022-04-15 17:32:11 main:574] : INFO : Epoch 1772 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 1604.48 ms [2022-04-15 17:32:13 main:574] : INFO : Epoch 1773 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1598.93 ms [2022-04-15 17:32:28 main:574] : INFO : Epoch 1774 | loss: 0.0311631 | val_loss: 0.0311795 | Time: 15449.8 ms [2022-04-15 17:32:48 main:574] : INFO : Epoch 1775 | loss: 0.0311595 | val_loss: 0.031172 | Time: 7805.19 ms [2022-04-15 17:32:51 main:574] : INFO : Epoch 1776 | loss: 0.031158 | val_loss: 0.0311687 | Time: 2703.75 ms [2022-04-15 17:32:53 main:574] : INFO : Epoch 1777 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1897.19 ms [2022-04-15 17:32:54 main:574] : INFO : Epoch 1778 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 1523.65 ms [2022-04-15 17:32:56 main:574] : INFO : Epoch 1779 | loss: 0.0311577 | val_loss: 0.0311704 | Time: 1560.48 ms [2022-04-15 17:32:58 main:574] : INFO : Epoch 1780 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 1536.69 ms [2022-04-15 17:32:59 main:574] : INFO : Epoch 1781 | loss: 0.0311548 | val_loss: 0.0311722 | Time: 1606.15 ms [2022-04-15 17:33:01 main:574] : INFO : Epoch 1782 | loss: 0.0311559 | val_loss: 0.0311738 | Time: 1444.35 ms [2022-04-15 17:33:02 main:574] : INFO : Epoch 1783 | loss: 0.0311573 | val_loss: 0.0311687 | Time: 1409.73 ms [2022-04-15 17:33:03 main:574] : INFO : Epoch 1784 | loss: 0.0311577 | val_loss: 0.0311691 | Time: 1428.22 ms [2022-04-15 17:33:05 main:574] : INFO : Epoch 1785 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 1502.1 ms [2022-04-15 17:33:20 main:574] : INFO : Epoch 1786 | loss: 0.031154 | val_loss: 0.0311731 | Time: 15095.9 ms [2022-04-15 17:33:25 main:574] : INFO : Epoch 1787 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 4640.95 ms [2022-04-15 17:33:26 main:574] : INFO : Epoch 1788 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 1564.5 ms [2022-04-15 17:33:28 main:574] : INFO : Epoch 1789 | loss: 0.0311519 | val_loss: 0.0311716 | Time: 1702.49 ms [2022-04-15 17:33:30 main:574] : INFO : Epoch 1790 | loss: 0.0311527 | val_loss: 0.0311707 | Time: 1638.78 ms [2022-04-15 17:33:31 main:574] : INFO : Epoch 1791 | loss: 0.0311533 | val_loss: 0.0311706 | Time: 1894.83 ms [2022-04-15 17:33:33 main:574] : INFO : Epoch 1792 | loss: 0.031151 | val_loss: 0.0311718 | Time: 1482.05 ms [2022-04-15 17:33:34 main:574] : INFO : Epoch 1793 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 1510.98 ms [2022-04-15 17:33:36 main:574] : INFO : Epoch 1794 | loss: 0.0311512 | val_loss: 0.0311702 | Time: 1469.01 ms [2022-04-15 17:33:37 main:574] : INFO : Epoch 1795 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 1397.66 ms [2022-04-15 17:33:39 main:574] : INFO : Epoch 1796 | loss: 0.0311539 | val_loss: 0.0311693 | Time: 1472.63 ms [2022-04-15 17:33:44 main:574] : INFO : Epoch 1797 | loss: 0.0311533 | val_loss: 0.0311703 | Time: 5170.1 ms [2022-04-15 17:33:45 main:574] : INFO : Epoch 1798 | loss: 0.0311523 | val_loss: 0.031175 | Time: 1422.77 ms [2022-04-15 17:33:47 main:574] : INFO : Epoch 1799 | loss: 0.0311516 | val_loss: 0.03117 | Time: 1466.32 ms [2022-04-15 17:33:48 main:574] : INFO : Epoch 1800 | loss: 0.0311514 | val_loss: 0.031172 | Time: 1525.04 ms [2022-04-15 17:33:50 main:574] : INFO : Epoch 1801 | loss: 0.0311514 | val_loss: 0.0311722 | Time: 1514.5 ms [2022-04-15 17:33:51 main:574] : INFO : Epoch 1802 | loss: 0.0311514 | val_loss: 0.0311707 | Time: 1399.83 ms [2022-04-15 17:33:53 main:574] : INFO : Epoch 1803 | loss: 0.0311511 | val_loss: 0.0311702 | Time: 1403.4 ms [2022-04-15 17:33:54 main:574] : INFO : Epoch 1804 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 1428.21 ms [2022-04-15 17:33:56 main:574] : INFO : Epoch 1805 | loss: 0.0311517 | val_loss: 0.0311699 | Time: 1410.24 ms [2022-04-15 17:33:57 main:574] : INFO : Epoch 1806 | loss: 0.0311496 | val_loss: 0.0311723 | Time: 1349.31 ms [2022-04-15 17:34:00 main:574] : INFO : Epoch 1807 | loss: 0.0311483 | val_loss: 0.0311699 | Time: 3120.48 ms [2022-04-15 17:36:25 main:574] : INFO : Epoch 1808 | loss: 0.0311481 | val_loss: 0.0311716 | Time: 143984 ms [2022-04-15 17:36:30 main:574] : INFO : Epoch 1809 | loss: 0.0311493 | val_loss: 0.0311724 | Time: 4105.1 ms [2022-04-15 17:36:33 main:574] : INFO : Epoch 1810 | loss: 0.0311484 | val_loss: 0.031172 | Time: 3362.96 ms [2022-04-15 17:36:36 main:574] : INFO : Epoch 1811 | loss: 0.0311482 | val_loss: 0.0311701 | Time: 3234.83 ms [2022-04-15 17:36:40 main:574] : INFO : Epoch 1812 | loss: 0.0311491 | val_loss: 0.0311757 | Time: 3639.33 ms [2022-04-15 17:36:45 main:574] : INFO : Epoch 1813 | loss: 0.0311517 | val_loss: 0.0311754 | Time: 4750.01 ms [2022-04-15 17:36:49 main:574] : INFO : Epoch 1814 | loss: 0.0311499 | val_loss: 0.0311742 | Time: 4050.73 ms [2022-04-15 17:36:51 main:574] : INFO : Epoch 1815 | loss: 0.0311498 | val_loss: 0.0311704 | Time: 2384.59 ms [2022-04-15 17:36:54 main:574] : INFO : Epoch 1816 | loss: 0.0311501 | val_loss: 0.0311763 | Time: 2339.52 ms [2022-04-15 17:36:56 main:574] : INFO : Epoch 1817 | loss: 0.0311493 | val_loss: 0.0311749 | Time: 2252.28 ms [2022-04-15 17:36:59 main:574] : INFO : Epoch 1818 | loss: 0.0311487 | val_loss: 0.0311712 | Time: 2949.29 ms [2022-04-15 17:37:01 main:574] : INFO : Epoch 1819 | loss: 0.0311499 | val_loss: 0.0311695 | Time: 2369.95 ms [2022-04-15 17:37:03 main:574] : INFO : Epoch 1820 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 2252.75 ms [2022-04-15 17:37:06 main:574] : INFO : Epoch 1821 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 2240.13 ms [2022-04-15 17:37:08 main:574] : INFO : Epoch 1822 | loss: 0.0311544 | val_loss: 0.0311713 | Time: 2199.61 ms [2022-04-15 17:37:10 main:574] : INFO : Epoch 1823 | loss: 0.0311528 | val_loss: 0.0311698 | Time: 2181.72 ms [2022-04-15 17:37:12 main:574] : INFO : Epoch 1824 | loss: 0.0311523 | val_loss: 0.0311691 | Time: 2278.46 ms [2022-04-15 17:37:15 main:574] : INFO : Epoch 1825 | loss: 0.031152 | val_loss: 0.0311725 | Time: 2402.69 ms [2022-04-15 17:37:17 main:574] : INFO : Epoch 1826 | loss: 0.031151 | val_loss: 0.0311696 | Time: 2371.13 ms [2022-04-15 17:37:19 main:574] : INFO : Epoch 1827 | loss: 0.0311496 | val_loss: 0.0311764 | Time: 2328.39 ms [2022-04-15 17:37:22 main:574] : INFO : Epoch 1828 | loss: 0.031151 | val_loss: 0.031173 | Time: 2145.48 ms [2022-04-15 17:37:23 main:574] : INFO : Epoch 1829 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 1483.81 ms [2022-04-15 17:37:25 main:574] : INFO : Epoch 1830 | loss: 0.0311489 | val_loss: 0.0311688 | Time: 1519.26 ms [2022-04-15 17:37:26 main:574] : INFO : Epoch 1831 | loss: 0.0311484 | val_loss: 0.0311731 | Time: 1769.59 ms [2022-04-15 17:37:28 main:574] : INFO : Epoch 1832 | loss: 0.0311479 | val_loss: 0.0311704 | Time: 1852.55 ms [2022-04-15 17:37:30 main:574] : INFO : Epoch 1833 | loss: 0.0311481 | val_loss: 0.0311738 | Time: 1463.39 ms [2022-04-15 17:37:31 main:574] : INFO : Epoch 1834 | loss: 0.0311474 | val_loss: 0.0311729 | Time: 1349.27 ms [2022-04-15 17:37:32 main:574] : INFO : Epoch 1835 | loss: 0.0311475 | val_loss: 0.0311665 | Time: 1378.59 ms [2022-04-15 17:37:34 main:574] : INFO : Epoch 1836 | loss: 0.0311504 | val_loss: 0.0311704 | Time: 1468.45 ms [2022-04-15 17:37:36 main:574] : INFO : Epoch 1837 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 1613.19 ms [2022-04-15 17:38:12 main:574] : INFO : Epoch 1838 | loss: 0.0311481 | val_loss: 0.0311699 | Time: 36509.9 ms [2022-04-15 17:39:46 main:574] : INFO : Epoch 1839 | loss: 0.0311487 | val_loss: 0.0311701 | Time: 93653.7 ms [2022-04-15 17:39:53 main:574] : INFO : Epoch 1840 | loss: 0.0311505 | val_loss: 0.0311712 | Time: 7035.99 ms [2022-04-15 17:39:59 main:574] : INFO : Epoch 1841 | loss: 0.031149 | val_loss: 0.0311719 | Time: 6661.14 ms [2022-04-15 17:40:02 main:574] : INFO : Epoch 1842 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 3004.04 ms [2022-04-15 17:40:05 main:574] : INFO : Epoch 1843 | loss: 0.031148 | val_loss: 0.0311736 | Time: 2820.64 ms [2022-04-15 17:40:08 main:574] : INFO : Epoch 1844 | loss: 0.0311495 | val_loss: 0.0311668 | Time: 2832.72 ms [2022-04-15 17:40:11 main:574] : INFO : Epoch 1845 | loss: 0.0311499 | val_loss: 0.0311681 | Time: 2832.25 ms [2022-04-15 17:40:14 main:574] : INFO : Epoch 1846 | loss: 0.0311483 | val_loss: 0.0311676 | Time: 2891.24 ms [2022-04-15 17:40:17 main:574] : INFO : Epoch 1847 | loss: 0.0311475 | val_loss: 0.0311725 | Time: 2964.05 ms [2022-04-15 17:40:20 main:574] : INFO : Epoch 1848 | loss: 0.0311504 | val_loss: 0.0311734 | Time: 3304.73 ms [2022-04-15 17:40:23 main:574] : INFO : Epoch 1849 | loss: 0.0311506 | val_loss: 0.0311738 | Time: 3050.13 ms [2022-04-15 17:40:26 main:574] : INFO : Epoch 1850 | loss: 0.0311481 | val_loss: 0.0311706 | Time: 2699.89 ms [2022-04-15 17:40:27 main:574] : INFO : Epoch 1851 | loss: 0.0311472 | val_loss: 0.0311688 | Time: 1416.81 ms [2022-04-15 17:40:29 main:574] : INFO : Epoch 1852 | loss: 0.0311489 | val_loss: 0.0311757 | Time: 1426.82 ms [2022-04-15 17:40:30 main:574] : INFO : Epoch 1853 | loss: 0.031158 | val_loss: 0.0311675 | Time: 1565.1 ms [2022-04-15 17:40:32 main:574] : INFO : Epoch 1854 | loss: 0.0311566 | val_loss: 0.031167 | Time: 1498.53 ms [2022-04-15 17:40:33 main:574] : INFO : Epoch 1855 | loss: 0.0311568 | val_loss: 0.0311713 | Time: 1511.26 ms [2022-04-15 17:40:35 main:574] : INFO : Epoch 1856 | loss: 0.0311548 | val_loss: 0.0311708 | Time: 1460.6 ms [2022-04-15 17:40:37 main:574] : INFO : Epoch 1857 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1887.93 ms [2022-04-15 17:40:38 main:574] : INFO : Epoch 1858 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 1520.86 ms [2022-04-15 17:40:40 main:574] : INFO : Epoch 1859 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1420.03 ms [2022-04-15 17:40:41 main:574] : INFO : Epoch 1860 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 1512.11 ms [2022-04-15 17:40:43 main:574] : INFO : Epoch 1861 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1484.98 ms [2022-04-15 17:40:44 main:574] : INFO : Epoch 1862 | loss: 0.0311479 | val_loss: 0.031172 | Time: 1444.47 ms [2022-04-15 17:40:46 main:574] : INFO : Epoch 1863 | loss: 0.0311492 | val_loss: 0.0311675 | Time: 1525.27 ms [2022-04-15 17:40:47 main:574] : INFO : Epoch 1864 | loss: 0.0311496 | val_loss: 0.0311699 | Time: 1427.35 ms [2022-04-15 17:40:48 main:574] : INFO : Epoch 1865 | loss: 0.0311524 | val_loss: 0.0311671 | Time: 1514.71 ms [2022-04-15 17:40:50 main:574] : INFO : Epoch 1866 | loss: 0.0311478 | val_loss: 0.0311695 | Time: 1687.48 ms [2022-04-15 17:40:52 main:574] : INFO : Epoch 1867 | loss: 0.031148 | val_loss: 0.0311673 | Time: 1426.87 ms [2022-04-15 17:40:53 main:574] : INFO : Epoch 1868 | loss: 0.03115 | val_loss: 0.0311679 | Time: 1439.77 ms [2022-04-15 17:40:55 main:574] : INFO : Epoch 1869 | loss: 0.0311511 | val_loss: 0.0311669 | Time: 1464.55 ms [2022-04-15 17:40:56 main:574] : INFO : Epoch 1870 | loss: 0.0311492 | val_loss: 0.0311697 | Time: 1409.12 ms [2022-04-15 17:40:57 main:574] : INFO : Epoch 1871 | loss: 0.0311506 | val_loss: 0.0311678 | Time: 1425.08 ms [2022-04-15 17:40:59 main:574] : INFO : Epoch 1872 | loss: 0.0311506 | val_loss: 0.0311692 | Time: 1701.39 ms [2022-04-15 17:41:01 main:574] : INFO : Epoch 1873 | loss: 0.0311496 | val_loss: 0.0311722 | Time: 1539.95 ms [2022-04-15 17:41:02 main:574] : INFO : Epoch 1874 | loss: 0.0311517 | val_loss: 0.0311694 | Time: 1481.59 ms [2022-04-15 17:41:04 main:574] : INFO : Epoch 1875 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 1504.7 ms [2022-04-15 17:41:05 main:574] : INFO : Epoch 1876 | loss: 0.031154 | val_loss: 0.0311681 | Time: 1466.89 ms [2022-04-15 17:41:07 main:574] : INFO : Epoch 1877 | loss: 0.0311513 | val_loss: 0.0311707 | Time: 1494.87 ms [2022-04-15 17:41:08 main:574] : INFO : Epoch 1878 | loss: 0.031151 | val_loss: 0.0311672 | Time: 1631.31 ms [2022-04-15 17:41:10 main:574] : INFO : Epoch 1879 | loss: 0.0311502 | val_loss: 0.0311693 | Time: 1501.92 ms [2022-04-15 17:41:11 main:574] : INFO : Epoch 1880 | loss: 0.0311487 | val_loss: 0.0311711 | Time: 1553.03 ms [2022-04-15 17:41:13 main:574] : INFO : Epoch 1881 | loss: 0.0311496 | val_loss: 0.0311714 | Time: 1548.19 ms [2022-04-15 17:41:14 main:574] : INFO : Epoch 1882 | loss: 0.0311502 | val_loss: 0.0311718 | Time: 1548.21 ms [2022-04-15 17:41:16 main:574] : INFO : Epoch 1883 | loss: 0.0311504 | val_loss: 0.03117 | Time: 1706.86 ms [2022-04-15 17:41:18 main:574] : INFO : Epoch 1884 | loss: 0.0311505 | val_loss: 0.031166 | Time: 1482.13 ms [2022-04-15 17:41:19 main:574] : INFO : Epoch 1885 | loss: 0.0311546 | val_loss: 0.031168 | Time: 1428.15 ms [2022-04-15 17:41:21 main:574] : INFO : Epoch 1886 | loss: 0.0311556 | val_loss: 0.0311658 | Time: 1652.52 ms [2022-04-15 17:41:22 main:574] : INFO : Epoch 1887 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 1441.31 ms [2022-04-15 17:41:24 main:574] : INFO : Epoch 1888 | loss: 0.0311531 | val_loss: 0.0311663 | Time: 1488.75 ms [2022-04-15 17:41:25 main:574] : INFO : Epoch 1889 | loss: 0.0311521 | val_loss: 0.0311692 | Time: 1433.47 ms [2022-04-15 17:41:26 main:574] : INFO : Epoch 1890 | loss: 0.0311535 | val_loss: 0.0311677 | Time: 1456.06 ms [2022-04-15 17:41:28 main:574] : INFO : Epoch 1891 | loss: 0.0311539 | val_loss: 0.0311667 | Time: 1438.15 ms [2022-04-15 17:41:29 main:574] : INFO : Epoch 1892 | loss: 0.0311514 | val_loss: 0.031168 | Time: 1393.78 ms [2022-04-15 17:41:31 main:574] : INFO : Epoch 1893 | loss: 0.0311508 | val_loss: 0.0311671 | Time: 1604.67 ms [2022-04-15 17:41:32 main:574] : INFO : Epoch 1894 | loss: 0.0311488 | val_loss: 0.0311652 | Time: 1491.76 ms [2022-04-15 17:41:34 main:574] : INFO : Epoch 1895 | loss: 0.0311507 | val_loss: 0.0311661 | Time: 1449.66 ms [2022-04-15 17:41:35 main:574] : INFO : Epoch 1896 | loss: 0.0311514 | val_loss: 0.0311666 | Time: 1524.41 ms [2022-04-15 17:41:37 main:574] : INFO : Epoch 1897 | loss: 0.0311498 | val_loss: 0.031166 | Time: 1502.47 ms [2022-04-15 17:41:38 main:574] : INFO : Epoch 1898 | loss: 0.031148 | val_loss: 0.0311639 | Time: 1468.06 ms [2022-04-15 17:41:40 main:574] : INFO : Epoch 1899 | loss: 0.031148 | val_loss: 0.0311661 | Time: 1501 ms [2022-04-15 17:41:41 main:574] : INFO : Epoch 1900 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 1542.41 ms [2022-04-15 17:41:43 main:574] : INFO : Epoch 1901 | loss: 0.0311505 | val_loss: 0.0311649 | Time: 1468.84 ms [2022-04-15 17:41:44 main:574] : INFO : Epoch 1902 | loss: 0.0311456 | val_loss: 0.0311704 | Time: 1441.8 ms [2022-04-15 17:41:46 main:574] : INFO : Epoch 1903 | loss: 0.0311481 | val_loss: 0.0311704 | Time: 1529.5 ms [2022-04-15 17:41:47 main:574] : INFO : Epoch 1904 | loss: 0.0311458 | val_loss: 0.031166 | Time: 1503.85 ms [2022-04-15 17:41:49 main:574] : INFO : Epoch 1905 | loss: 0.0311448 | val_loss: 0.031165 | Time: 1442.29 ms [2022-04-15 17:41:50 main:574] : INFO : Epoch 1906 | loss: 0.0311469 | val_loss: 0.0311699 | Time: 1398.71 ms [2022-04-15 17:41:52 main:574] : INFO : Epoch 1907 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 1471.36 ms [2022-04-15 17:41:53 main:574] : INFO : Epoch 1908 | loss: 0.0311472 | val_loss: 0.0311652 | Time: 1535.34 ms [2022-04-15 17:41:55 main:574] : INFO : Epoch 1909 | loss: 0.0311466 | val_loss: 0.0311675 | Time: 1488.15 ms [2022-04-15 17:41:56 main:574] : INFO : Epoch 1910 | loss: 0.0311446 | val_loss: 0.0311651 | Time: 1509.69 ms [2022-04-15 17:41:58 main:574] : INFO : Epoch 1911 | loss: 0.0311452 | val_loss: 0.031167 | Time: 1600.74 ms [2022-04-15 17:41:59 main:574] : INFO : Epoch 1912 | loss: 0.0311461 | val_loss: 0.0311675 | Time: 1621.55 ms [2022-04-15 17:42:01 main:574] : INFO : Epoch 1913 | loss: 0.0311472 | val_loss: 0.0311707 | Time: 1614.05 ms [2022-04-15 17:42:03 main:574] : INFO : Epoch 1914 | loss: 0.0311482 | val_loss: 0.0311667 | Time: 1631.42 ms [2022-04-15 17:42:04 main:574] : INFO : Epoch 1915 | loss: 0.0311458 | val_loss: 0.0311655 | Time: 1450.67 ms [2022-04-15 17:42:06 main:574] : INFO : Epoch 1916 | loss: 0.0311449 | val_loss: 0.0311691 | Time: 1327.52 ms [2022-04-15 17:42:07 main:574] : INFO : Epoch 1917 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1387.29 ms [2022-04-15 17:42:08 main:574] : INFO : Epoch 1918 | loss: 0.0311434 | val_loss: 0.0311622 | Time: 1452.88 ms [2022-04-15 17:42:10 main:574] : INFO : Epoch 1919 | loss: 0.0311422 | val_loss: 0.0311659 | Time: 1382.4 ms [2022-04-15 17:42:11 main:574] : INFO : Epoch 1920 | loss: 0.0311426 | val_loss: 0.0311658 | Time: 1479.5 ms [2022-04-15 17:42:13 main:574] : INFO : Epoch 1921 | loss: 0.0311452 | val_loss: 0.0311668 | Time: 1458.13 ms [2022-04-15 17:42:14 main:574] : INFO : Epoch 1922 | loss: 0.0311474 | val_loss: 0.0311669 | Time: 1560 ms [2022-04-15 17:42:16 main:574] : INFO : Epoch 1923 | loss: 0.0311458 | val_loss: 0.0311641 | Time: 1460.8 ms [2022-04-15 17:42:17 main:574] : INFO : Epoch 1924 | loss: 0.0311442 | val_loss: 0.0311654 | Time: 1502.89 ms [2022-04-15 17:42:19 main:574] : INFO : Epoch 1925 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 1658.5 ms [2022-04-15 17:42:20 main:574] : INFO : Epoch 1926 | loss: 0.0311458 | val_loss: 0.0311669 | Time: 1536.8 ms [2022-04-15 17:42:22 main:574] : INFO : Epoch 1927 | loss: 0.0311434 | val_loss: 0.0311656 | Time: 1472.05 ms [2022-04-15 17:42:23 main:574] : INFO : Epoch 1928 | loss: 0.0311426 | val_loss: 0.0311668 | Time: 1551.9 ms [2022-04-15 17:42:25 main:574] : INFO : Epoch 1929 | loss: 0.0311459 | val_loss: 0.0311672 | Time: 1593.48 ms [2022-04-15 17:42:27 main:574] : INFO : Epoch 1930 | loss: 0.031148 | val_loss: 0.0311701 | Time: 1467.22 ms [2022-04-15 17:42:28 main:574] : INFO : Epoch 1931 | loss: 0.0311466 | val_loss: 0.0311665 | Time: 1539.41 ms [2022-04-15 17:42:30 main:574] : INFO : Epoch 1932 | loss: 0.0311478 | val_loss: 0.0311717 | Time: 1586.39 ms [2022-04-15 17:42:31 main:574] : INFO : Epoch 1933 | loss: 0.0311465 | val_loss: 0.0311731 | Time: 1540.61 ms [2022-04-15 17:42:33 main:574] : INFO : Epoch 1934 | loss: 0.0311482 | val_loss: 0.0311708 | Time: 1407.8 ms [2022-04-15 17:42:34 main:574] : INFO : Epoch 1935 | loss: 0.0311461 | val_loss: 0.0311702 | Time: 1420.65 ms [2022-04-15 17:42:36 main:574] : INFO : Epoch 1936 | loss: 0.0311456 | val_loss: 0.0311787 | Time: 1537.65 ms [2022-04-15 17:42:37 main:574] : INFO : Epoch 1937 | loss: 0.0311466 | val_loss: 0.0311714 | Time: 1478.69 ms [2022-04-15 17:42:39 main:574] : INFO : Epoch 1938 | loss: 0.0311456 | val_loss: 0.0311677 | Time: 1788.34 ms [2022-04-15 17:42:40 main:574] : INFO : Epoch 1939 | loss: 0.0311455 | val_loss: 0.0311699 | Time: 1483.17 ms [2022-04-15 17:42:42 main:574] : INFO : Epoch 1940 | loss: 0.031144 | val_loss: 0.0311699 | Time: 1433.94 ms [2022-04-15 17:42:43 main:574] : INFO : Epoch 1941 | loss: 0.031144 | val_loss: 0.0311678 | Time: 1473.15 ms [2022-04-15 17:42:45 main:574] : INFO : Epoch 1942 | loss: 0.0311439 | val_loss: 0.0311685 | Time: 1419.85 ms [2022-04-15 17:42:46 main:574] : INFO : Epoch 1943 | loss: 0.0311421 | val_loss: 0.0311665 | Time: 1504.33 ms [2022-04-15 17:42:48 main:574] : INFO : Epoch 1944 | loss: 0.0311411 | val_loss: 0.0311665 | Time: 1524.35 ms [2022-04-15 17:42:49 main:574] : INFO : Epoch 1945 | loss: 0.0311441 | val_loss: 0.0311661 | Time: 1483.4 ms [2022-04-15 17:42:51 main:574] : INFO : Epoch 1946 | loss: 0.0311421 | val_loss: 0.0311716 | Time: 1506.5 ms [2022-04-15 17:42:52 main:574] : INFO : Epoch 1947 | loss: 0.0311405 | val_loss: 0.0311677 | Time: 1472.05 ms [2022-04-15 17:42:54 main:574] : INFO : Epoch 1948 | loss: 0.0311398 | val_loss: 0.03117 | Time: 1431.94 ms [2022-04-15 17:42:55 main:574] : INFO : Epoch 1949 | loss: 0.0311411 | val_loss: 0.0311711 | Time: 1390.17 ms [2022-04-15 17:42:56 main:574] : INFO : Epoch 1950 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 1374.96 ms [2022-04-15 17:42:58 main:574] : INFO : Epoch 1951 | loss: 0.031147 | val_loss: 0.0311664 | Time: 1420.83 ms [2022-04-15 17:42:59 main:574] : INFO : Epoch 1952 | loss: 0.0311445 | val_loss: 0.0311664 | Time: 1390.73 ms [2022-04-15 17:43:01 main:574] : INFO : Epoch 1953 | loss: 0.0311446 | val_loss: 0.0311728 | Time: 1722.02 ms [2022-04-15 17:43:02 main:574] : INFO : Epoch 1954 | loss: 0.0311435 | val_loss: 0.0311716 | Time: 1443.08 ms [2022-04-15 17:43:04 main:574] : INFO : Epoch 1955 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 1390.7 ms [2022-04-15 17:43:05 main:574] : INFO : Epoch 1956 | loss: 0.0311434 | val_loss: 0.0311669 | Time: 1394.48 ms [2022-04-15 17:43:07 main:574] : INFO : Epoch 1957 | loss: 0.0311444 | val_loss: 0.0311651 | Time: 1381.54 ms [2022-04-15 17:43:08 main:574] : INFO : Epoch 1958 | loss: 0.031144 | val_loss: 0.0311635 | Time: 1434.28 ms [2022-04-15 17:43:09 main:574] : INFO : Epoch 1959 | loss: 0.0311442 | val_loss: 0.0311637 | Time: 1503.34 ms [2022-04-15 17:43:11 main:574] : INFO : Epoch 1960 | loss: 0.0311414 | val_loss: 0.0311679 | Time: 1553.91 ms [2022-04-15 17:43:13 main:574] : INFO : Epoch 1961 | loss: 0.0311428 | val_loss: 0.0311626 | Time: 1657.98 ms [2022-04-15 17:43:14 main:574] : INFO : Epoch 1962 | loss: 0.0311436 | val_loss: 0.0311634 | Time: 1560.51 ms [2022-04-15 17:43:16 main:574] : INFO : Epoch 1963 | loss: 0.0311428 | val_loss: 0.0311668 | Time: 1458.66 ms [2022-04-15 17:43:17 main:574] : INFO : Epoch 1964 | loss: 0.0311414 | val_loss: 0.0311672 | Time: 1452.33 ms [2022-04-15 17:43:19 main:574] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311667 | Time: 1463.61 ms [2022-04-15 17:43:20 main:574] : INFO : Epoch 1966 | loss: 0.0311409 | val_loss: 0.0311615 | Time: 1471.32 ms [2022-04-15 17:43:22 main:574] : INFO : Epoch 1967 | loss: 0.0311403 | val_loss: 0.0311661 | Time: 1422.76 ms [2022-04-15 17:43:23 main:574] : INFO : Epoch 1968 | loss: 0.031139 | val_loss: 0.0311667 | Time: 1401.75 ms [2022-04-15 17:43:24 main:574] : INFO : Epoch 1969 | loss: 0.0311387 | val_loss: 0.0311669 | Time: 1447.67 ms [2022-04-15 17:43:26 main:574] : INFO : Epoch 1970 | loss: 0.0311397 | val_loss: 0.0311698 | Time: 1486.13 ms [2022-04-15 17:43:27 main:574] : INFO : Epoch 1971 | loss: 0.0311407 | val_loss: 0.0311659 | Time: 1406.26 ms [2022-04-15 17:43:29 main:574] : INFO : Epoch 1972 | loss: 0.0311434 | val_loss: 0.0311681 | Time: 1406.68 ms [2022-04-15 17:43:30 main:574] : INFO : Epoch 1973 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 1369.53 ms [2022-04-15 17:43:31 main:574] : INFO : Epoch 1974 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 1387.43 ms [2022-04-15 17:43:33 main:574] : INFO : Epoch 1975 | loss: 0.0311454 | val_loss: 0.0311659 | Time: 1335 ms [2022-04-15 17:43:34 main:574] : INFO : Epoch 1976 | loss: 0.0311448 | val_loss: 0.0311658 | Time: 1358.46 ms [2022-04-15 17:43:36 main:574] : INFO : Epoch 1977 | loss: 0.031142 | val_loss: 0.031164 | Time: 1409.42 ms [2022-04-15 17:43:37 main:574] : INFO : Epoch 1978 | loss: 0.0311417 | val_loss: 0.031169 | Time: 1436.98 ms [2022-04-15 17:43:38 main:574] : INFO : Epoch 1979 | loss: 0.031144 | val_loss: 0.0311669 | Time: 1444.67 ms [2022-04-15 17:43:40 main:574] : INFO : Epoch 1980 | loss: 0.0311424 | val_loss: 0.0311653 | Time: 1431.53 ms [2022-04-15 17:43:41 main:574] : INFO : Epoch 1981 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 1414.74 ms [2022-04-15 17:43:43 main:574] : INFO : Epoch 1982 | loss: 0.0311415 | val_loss: 0.031167 | Time: 1481.75 ms [2022-04-15 17:43:44 main:574] : INFO : Epoch 1983 | loss: 0.0311438 | val_loss: 0.0311618 | Time: 1399.75 ms [2022-04-15 17:43:46 main:574] : INFO : Epoch 1984 | loss: 0.0311388 | val_loss: 0.0311632 | Time: 1389.9 ms [2022-04-15 17:43:47 main:574] : INFO : Epoch 1985 | loss: 0.0311379 | val_loss: 0.0311658 | Time: 1479.38 ms [2022-04-15 17:43:49 main:574] : INFO : Epoch 1986 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 1790.33 ms [2022-04-15 17:43:50 main:574] : INFO : Epoch 1987 | loss: 0.0311378 | val_loss: 0.0311684 | Time: 1433.39 ms [2022-04-15 17:43:52 main:574] : INFO : Epoch 1988 | loss: 0.0311369 | val_loss: 0.0311631 | Time: 1339.21 ms [2022-04-15 17:43:53 main:574] : INFO : Epoch 1989 | loss: 0.0311393 | val_loss: 0.0311664 | Time: 1409.29 ms [2022-04-15 17:43:54 main:574] : INFO : Epoch 1990 | loss: 0.0311545 | val_loss: 0.0314942 | Time: 1420.09 ms [2022-04-15 17:43:56 main:574] : INFO : Epoch 1991 | loss: 0.0312883 | val_loss: 0.031311 | Time: 1437.67 ms [2022-04-15 17:43:57 main:574] : INFO : Epoch 1992 | loss: 0.0338941 | val_loss: 0.0324716 | Time: 1387.06 ms [2022-04-15 17:43:59 main:574] : INFO : Epoch 1993 | loss: 0.0322494 | val_loss: 0.0316893 | Time: 1403.44 ms [2022-04-15 17:44:00 main:574] : INFO : Epoch 1994 | loss: 0.0313637 | val_loss: 0.0312705 | Time: 1423.54 ms [2022-04-15 17:44:02 main:574] : INFO : Epoch 1995 | loss: 0.0312519 | val_loss: 0.0312374 | Time: 1564.66 ms [2022-04-15 17:44:03 main:574] : INFO : Epoch 1996 | loss: 0.0312346 | val_loss: 0.0312296 | Time: 1447.04 ms [2022-04-15 17:44:05 main:574] : INFO : Epoch 1997 | loss: 0.0312305 | val_loss: 0.0312271 | Time: 1383.28 ms [2022-04-15 17:44:06 main:574] : INFO : Epoch 1998 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 1470.13 ms [2022-04-15 17:44:07 main:574] : INFO : Epoch 1999 | loss: 0.0312309 | val_loss: 0.0312289 | Time: 1412.94 ms [2022-04-15 17:44:09 main:574] : INFO : Epoch 2000 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 1450.61 ms [2022-04-15 17:44:10 main:574] : INFO : Epoch 2001 | loss: 0.0312327 | val_loss: 0.0312267 | Time: 1425.75 ms [2022-04-15 17:44:12 main:574] : INFO : Epoch 2002 | loss: 0.0312321 | val_loss: 0.0312361 | Time: 1439.03 ms [2022-04-15 17:44:13 main:574] : INFO : Epoch 2003 | loss: 0.0312394 | val_loss: 0.0312415 | Time: 1368.55 ms [2022-04-15 17:44:15 main:574] : INFO : Epoch 2004 | loss: 0.0312425 | val_loss: 0.0312415 | Time: 1463.62 ms [2022-04-15 17:44:16 main:574] : INFO : Epoch 2005 | loss: 0.031242 | val_loss: 0.0312391 | Time: 1411.77 ms [2022-04-15 17:44:17 main:574] : INFO : Epoch 2006 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 1382.82 ms [2022-04-15 17:44:19 main:574] : INFO : Epoch 2007 | loss: 0.0312404 | val_loss: 0.0312454 | Time: 1576.2 ms [2022-04-15 17:44:20 main:574] : INFO : Epoch 2008 | loss: 0.0312426 | val_loss: 0.0312446 | Time: 1355.82 ms [2022-04-15 17:44:22 main:574] : INFO : Epoch 2009 | loss: 0.0312452 | val_loss: 0.0312475 | Time: 1386.98 ms [2022-04-15 17:44:23 main:574] : INFO : Epoch 2010 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 1321.9 ms [2022-04-15 17:44:25 main:574] : INFO : Epoch 2011 | loss: 0.0312412 | val_loss: 0.0312376 | Time: 1375.68 ms [2022-04-15 17:44:26 main:574] : INFO : Epoch 2012 | loss: 0.0312395 | val_loss: 0.0312402 | Time: 1347.17 ms [2022-04-15 17:44:27 main:574] : INFO : Epoch 2013 | loss: 0.0312395 | val_loss: 0.0312372 | Time: 1451.1 ms [2022-04-15 17:44:29 main:574] : INFO : Epoch 2014 | loss: 0.0312403 | val_loss: 0.0312374 | Time: 1417.64 ms [2022-04-15 17:44:30 main:574] : INFO : Epoch 2015 | loss: 0.0312393 | val_loss: 0.0312369 | Time: 1665.83 ms [2022-04-15 17:44:32 main:574] : INFO : Epoch 2016 | loss: 0.0312401 | val_loss: 0.0312369 | Time: 1387.61 ms [2022-04-15 17:44:33 main:574] : INFO : Epoch 2017 | loss: 0.0312393 | val_loss: 0.0312367 | Time: 1366.21 ms [2022-04-15 17:44:34 main:574] : INFO : Epoch 2018 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 1282 ms [2022-04-15 17:44:36 main:574] : INFO : Epoch 2019 | loss: 0.0312384 | val_loss: 0.0312376 | Time: 1303.21 ms [2022-04-15 17:44:37 main:574] : INFO : Epoch 2020 | loss: 0.0312388 | val_loss: 0.0312372 | Time: 1343.79 ms [2022-04-15 17:44:38 main:574] : INFO : Epoch 2021 | loss: 0.0312386 | val_loss: 0.0312366 | Time: 1326.71 ms [2022-04-15 17:44:40 main:574] : INFO : Epoch 2022 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 1307.63 ms [2022-04-15 17:44:41 main:574] : INFO : Epoch 2023 | loss: 0.0312381 | val_loss: 0.0312373 | Time: 1319.92 ms [2022-04-15 17:44:42 main:574] : INFO : Epoch 2024 | loss: 0.0312389 | val_loss: 0.0312361 | Time: 1298.66 ms [2022-04-15 17:44:44 main:574] : INFO : Epoch 2025 | loss: 0.0312387 | val_loss: 0.031238 | Time: 1286.9 ms [2022-04-15 17:44:45 main:574] : INFO : Epoch 2026 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 1336.43 ms [2022-04-15 17:44:46 main:574] : INFO : Epoch 2027 | loss: 0.0312404 | val_loss: 0.031238 | Time: 1365.68 ms [2022-04-15 17:44:48 main:574] : INFO : Epoch 2028 | loss: 0.031239 | val_loss: 0.0312375 | Time: 1343.04 ms [2022-04-15 17:44:49 main:574] : INFO : Epoch 2029 | loss: 0.0312405 | val_loss: 0.0312412 | Time: 1577.11 ms [2022-04-15 17:44:51 main:574] : INFO : Epoch 2030 | loss: 0.0312393 | val_loss: 0.0312357 | Time: 1339.06 ms [2022-04-15 17:44:52 main:574] : INFO : Epoch 2031 | loss: 0.0312381 | val_loss: 0.0312372 | Time: 1407.15 ms [2022-04-15 17:44:53 main:574] : INFO : Epoch 2032 | loss: 0.0312388 | val_loss: 0.0312357 | Time: 1336.09 ms [2022-04-15 17:44:55 main:574] : INFO : Epoch 2033 | loss: 0.0312382 | val_loss: 0.0312378 | Time: 1357.45 ms [2022-04-15 17:44:56 main:574] : INFO : Epoch 2034 | loss: 0.0312386 | val_loss: 0.0312374 | Time: 1397.18 ms [2022-04-15 17:44:57 main:574] : INFO : Epoch 2035 | loss: 0.0312389 | val_loss: 0.0312357 | Time: 1345.02 ms [2022-04-15 17:44:59 main:574] : INFO : Epoch 2036 | loss: 0.0312375 | val_loss: 0.0312354 | Time: 1371.22 ms [2022-04-15 17:45:00 main:574] : INFO : Epoch 2037 | loss: 0.0312377 | val_loss: 0.031237 | Time: 1358.76 ms [2022-04-15 17:45:02 main:574] : INFO : Epoch 2038 | loss: 0.0312384 | val_loss: 0.0312355 | Time: 1376.03 ms [2022-04-15 17:45:03 main:574] : INFO : Epoch 2039 | loss: 0.0312386 | val_loss: 0.0312357 | Time: 1368.88 ms [2022-04-15 17:45:04 main:574] : INFO : Epoch 2040 | loss: 0.0312393 | val_loss: 0.0312353 | Time: 1341.84 ms [2022-04-15 17:45:06 main:574] : INFO : Epoch 2041 | loss: 0.0312389 | val_loss: 0.0312363 | Time: 1351.45 ms [2022-04-15 17:45:07 main:574] : INFO : Epoch 2042 | loss: 0.0312376 | val_loss: 0.0312367 | Time: 1531.54 ms [2022-04-15 17:45:09 main:574] : INFO : Epoch 2043 | loss: 0.0312406 | val_loss: 0.0312355 | Time: 1598.71 ms [2022-04-15 17:45:10 main:574] : INFO : Epoch 2044 | loss: 0.0312384 | val_loss: 0.0312356 | Time: 1404.56 ms [2022-04-15 17:45:12 main:574] : INFO : Epoch 2045 | loss: 0.0312379 | val_loss: 0.0312374 | Time: 1353.6 ms [2022-04-15 17:45:13 main:574] : INFO : Epoch 2046 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 1386.73 ms [2022-04-15 17:45:14 main:574] : INFO : Epoch 2047 | loss: 0.031238 | val_loss: 0.0312356 | Time: 1380.3 ms [2022-04-15 17:45:16 main:574] : INFO : Epoch 2048 | loss: 0.0312374 | val_loss: 0.0312356 | Time: 1374.64 ms [2022-04-15 17:45:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312356 [2022-04-15 17:45:16 main:603] : INFO : Saving end state to config to file [2022-04-15 17:45:16 main:608] : INFO : Success, exiting.. 17:45:16 (58120): 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)