Task 7663272
| Name | ParityModified-1631730708-6161-2_1 |
| Workunit | 5248362 |
| Created | 28 Sep 2021, 1:59:09 UTC |
| Sent | 28 Sep 2021, 2:29:45 UTC |
| Report deadline | 5 Oct 2021, 2:29:45 UTC |
| Received | 28 Sep 2021, 6:11:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9269 |
| Run time | 53 min 55 sec |
| CPU time | 51 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,298.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.031167 | val_loss: 0.0311699 | Time: 1776.3 ms [2021-09-28 15:26:41 main:574] : INFO : Epoch 1543 | loss: 0.03117 | val_loss: 0.0311707 | Time: 1370.22 ms [2021-09-28 15:26:43 main:574] : INFO : Epoch 1544 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 1643.67 ms [2021-09-28 15:26:45 main:574] : INFO : Epoch 1545 | loss: 0.0311644 | val_loss: 0.031167 | Time: 1583.87 ms [2021-09-28 15:26:46 main:574] : INFO : Epoch 1546 | loss: 0.0311644 | val_loss: 0.031167 | Time: 1457.38 ms [2021-09-28 15:26:48 main:574] : INFO : Epoch 1547 | loss: 0.0311717 | val_loss: 0.0311661 | Time: 1771.95 ms [2021-09-28 15:26:50 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311828 | Time: 1335.53 ms [2021-09-28 15:26:51 main:574] : INFO : Epoch 1549 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1604.67 ms [2021-09-28 15:26:53 main:574] : INFO : Epoch 1550 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 1668.55 ms [2021-09-28 15:26:54 main:574] : INFO : Epoch 1551 | loss: 0.0311643 | val_loss: 0.0311694 | Time: 1404.14 ms [2021-09-28 15:26:56 main:574] : INFO : Epoch 1552 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 1764.45 ms [2021-09-28 15:26:58 main:574] : INFO : Epoch 1553 | loss: 0.0311671 | val_loss: 0.0311739 | Time: 1389.09 ms [2021-09-28 15:26:59 main:574] : INFO : Epoch 1554 | loss: 0.0311756 | val_loss: 0.0311851 | Time: 1701.32 ms [2021-09-28 15:27:01 main:574] : INFO : Epoch 1555 | loss: 0.0311758 | val_loss: 0.0311727 | Time: 1512.74 ms [2021-09-28 15:27:03 main:574] : INFO : Epoch 1556 | loss: 0.0311672 | val_loss: 0.031169 | Time: 1518.89 ms [2021-09-28 15:27:04 main:574] : INFO : Epoch 1557 | loss: 0.0311645 | val_loss: 0.0311678 | Time: 1776.78 ms [2021-09-28 15:27:06 main:574] : INFO : Epoch 1558 | loss: 0.0311639 | val_loss: 0.0311697 | Time: 1368.14 ms [2021-09-28 15:27:08 main:574] : INFO : Epoch 1559 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 1769.08 ms [2021-09-28 15:27:09 main:574] : INFO : Epoch 1560 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 1430.18 ms [2021-09-28 15:27:11 main:574] : INFO : Epoch 1561 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 1621.49 ms [2021-09-28 15:27:13 main:574] : INFO : Epoch 1562 | loss: 0.0311661 | val_loss: 0.0311676 | Time: 1662.08 ms [2021-09-28 15:27:14 main:574] : INFO : Epoch 1563 | loss: 0.0311667 | val_loss: 0.0311746 | Time: 1441.69 ms [2021-09-28 15:27:16 main:574] : INFO : Epoch 1564 | loss: 0.0311717 | val_loss: 0.0311683 | Time: 1714.61 ms [2021-09-28 15:27:17 main:574] : INFO : Epoch 1565 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 1399.26 ms [2021-09-28 15:27:19 main:574] : INFO : Epoch 1566 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 1549.95 ms [2021-09-28 15:27:20 main:574] : INFO : Epoch 1567 | loss: 0.0311658 | val_loss: 0.031174 | Time: 1600.07 ms [2021-09-28 15:27:22 main:574] : INFO : Epoch 1568 | loss: 0.0311671 | val_loss: 0.0311667 | Time: 1300.15 ms [2021-09-28 15:27:24 main:574] : INFO : Epoch 1569 | loss: 0.031166 | val_loss: 0.0311691 | Time: 1744.7 ms [2021-09-28 15:27:25 main:574] : INFO : Epoch 1570 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 1537.86 ms [2021-09-28 15:27:27 main:574] : INFO : Epoch 1571 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1565.58 ms [2021-09-28 15:27:29 main:574] : INFO : Epoch 1572 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 1660.08 ms [2021-09-28 15:27:30 main:574] : INFO : Epoch 1573 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 1311.69 ms [2021-09-28 15:27:32 main:574] : INFO : Epoch 1574 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 1726.64 ms [2021-09-28 15:27:33 main:574] : INFO : Epoch 1575 | loss: 0.0311651 | val_loss: 0.0311691 | Time: 1445.92 ms [2021-09-28 15:27:35 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.031184 | Time: 1676.79 ms [2021-09-28 15:27:37 main:574] : INFO : Epoch 1577 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 1640.53 ms [2021-09-28 15:27:38 main:574] : INFO : Epoch 1578 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 1361.67 ms [2021-09-28 15:27:40 main:574] : INFO : Epoch 1579 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 1734.42 ms [2021-09-28 15:27:41 main:574] : INFO : Epoch 1580 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 1494.57 ms [2021-09-28 15:27:43 main:574] : INFO : Epoch 1581 | loss: 0.0311687 | val_loss: 0.0311689 | Time: 1754.53 ms [2021-09-28 15:27:45 main:574] : INFO : Epoch 1582 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 2001.11 ms [2021-09-28 15:27:47 main:574] : INFO : Epoch 1583 | loss: 0.0311654 | val_loss: 0.031178 | Time: 1609.1 ms [2021-09-28 15:27:49 main:574] : INFO : Epoch 1584 | loss: 0.0311653 | val_loss: 0.0311694 | Time: 1706.77 ms [2021-09-28 15:27:50 main:574] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1356.49 ms [2021-09-28 15:27:52 main:574] : INFO : Epoch 1586 | loss: 0.0311696 | val_loss: 0.03118 | Time: 1757.56 ms [2021-09-28 15:27:53 main:574] : INFO : Epoch 1587 | loss: 0.0311666 | val_loss: 0.031172 | Time: 1390.01 ms [2021-09-28 15:27:55 main:574] : INFO : Epoch 1588 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1553.11 ms [2021-09-28 15:27:57 main:574] : INFO : Epoch 1589 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1626.34 ms [2021-09-28 15:27:58 main:574] : INFO : Epoch 1590 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 1401.87 ms [2021-09-28 15:28:00 main:574] : INFO : Epoch 1591 | loss: 0.031167 | val_loss: 0.0311699 | Time: 1786.52 ms [2021-09-28 15:28:02 main:574] : INFO : Epoch 1592 | loss: 0.031164 | val_loss: 0.0311739 | Time: 1398.04 ms [2021-09-28 15:28:03 main:574] : INFO : Epoch 1593 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 1644.89 ms [2021-09-28 15:28:05 main:574] : INFO : Epoch 1594 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 1613.44 ms [2021-09-28 15:28:06 main:574] : INFO : Epoch 1595 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 1365.55 ms [2021-09-28 15:28:08 main:574] : INFO : Epoch 1596 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 1761.96 ms [2021-09-28 15:28:10 main:574] : INFO : Epoch 1597 | loss: 0.031164 | val_loss: 0.0311705 | Time: 1366.18 ms [2021-09-28 15:28:11 main:574] : INFO : Epoch 1598 | loss: 0.0311652 | val_loss: 0.031177 | Time: 1555.06 ms [2021-09-28 15:28:13 main:574] : INFO : Epoch 1599 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1630.55 ms [2021-09-28 15:28:14 main:574] : INFO : Epoch 1600 | loss: 0.0311704 | val_loss: 0.031169 | Time: 1309.43 ms [2021-09-28 15:28:16 main:574] : INFO : Epoch 1601 | loss: 0.0311681 | val_loss: 0.0311692 | Time: 1734.77 ms [2021-09-28 15:28:18 main:574] : INFO : Epoch 1602 | loss: 0.0311711 | val_loss: 0.0311687 | Time: 1462.8 ms [2021-09-28 15:28:19 main:574] : INFO : Epoch 1603 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 1482.2 ms [2021-09-28 15:28:21 main:574] : INFO : Epoch 1604 | loss: 0.0311694 | val_loss: 0.0311692 | Time: 1630.37 ms [2021-09-28 15:28:22 main:574] : INFO : Epoch 1605 | loss: 0.0311682 | val_loss: 0.0311677 | Time: 1307.92 ms [2021-09-28 15:28:24 main:574] : INFO : Epoch 1606 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 1695.24 ms [2021-09-28 15:28:25 main:574] : INFO : Epoch 1607 | loss: 0.0311773 | val_loss: 0.0311738 | Time: 1525.26 ms [2021-09-28 15:28:27 main:574] : INFO : Epoch 1608 | loss: 0.0311722 | val_loss: 0.0311753 | Time: 1460.4 ms [2021-09-28 15:28:29 main:574] : INFO : Epoch 1609 | loss: 0.0311734 | val_loss: 0.0311726 | Time: 1639.49 ms [2021-09-28 15:28:30 main:574] : INFO : Epoch 1610 | loss: 0.031169 | val_loss: 0.0311711 | Time: 1359.96 ms [2021-09-28 15:28:32 main:574] : INFO : Epoch 1611 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 1624.51 ms [2021-09-28 15:28:33 main:574] : INFO : Epoch 1612 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 1625.97 ms [2021-09-28 15:28:35 main:574] : INFO : Epoch 1613 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 1391.47 ms [2021-09-28 15:28:37 main:574] : INFO : Epoch 1614 | loss: 0.031168 | val_loss: 0.0311708 | Time: 1598.36 ms [2021-09-28 15:28:38 main:574] : INFO : Epoch 1615 | loss: 0.0311679 | val_loss: 0.0311669 | Time: 1318.18 ms [2021-09-28 15:28:40 main:574] : INFO : Epoch 1616 | loss: 0.0311664 | val_loss: 0.031168 | Time: 1529.39 ms [2021-09-28 15:28:42 main:574] : INFO : Epoch 1617 | loss: 0.031167 | val_loss: 0.031171 | Time: 1282.36 ms [2021-09-28 15:28:43 main:574] : INFO : Epoch 1618 | loss: 0.0311717 | val_loss: 0.0311777 | Time: 1665.67 ms [2021-09-28 15:28:45 main:574] : INFO : Epoch 1619 | loss: 0.0311694 | val_loss: 0.0311697 | Time: 1547.64 ms [2021-09-28 15:28:47 main:574] : INFO : Epoch 1620 | loss: 0.0311649 | val_loss: 0.0311735 | Time: 1397.21 ms [2021-09-28 15:28:48 main:574] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.0311704 | Time: 1657.67 ms [2021-09-28 15:28:50 main:574] : INFO : Epoch 1622 | loss: 0.031167 | val_loss: 0.0311722 | Time: 1366.19 ms [2021-09-28 15:28:51 main:574] : INFO : Epoch 1623 | loss: 0.0311643 | val_loss: 0.0311661 | Time: 1594.03 ms [2021-09-28 15:28:53 main:574] : INFO : Epoch 1624 | loss: 0.0311635 | val_loss: 0.0311661 | Time: 1646.08 ms [2021-09-28 15:28:54 main:574] : INFO : Epoch 1625 | loss: 0.0311647 | val_loss: 0.0311695 | Time: 1341.52 ms [2021-09-28 15:28:56 main:574] : INFO : Epoch 1626 | loss: 0.031164 | val_loss: 0.0311693 | Time: 1728.1 ms [2021-09-28 15:28:58 main:574] : INFO : Epoch 1627 | loss: 0.0311645 | val_loss: 0.0311688 | Time: 1397.75 ms [2021-09-28 15:28:59 main:574] : INFO : Epoch 1628 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 1534.7 ms [2021-09-28 15:29:01 main:574] : INFO : Epoch 1629 | loss: 0.0311683 | val_loss: 0.031169 | Time: 1739.38 ms [2021-09-28 15:29:02 main:574] : INFO : Epoch 1630 | loss: 0.031167 | val_loss: 0.0311671 | Time: 1297.97 ms [2021-09-28 15:29:04 main:574] : INFO : Epoch 1631 | loss: 0.0311672 | val_loss: 0.0311682 | Time: 1696.68 ms [2021-09-28 15:29:06 main:574] : INFO : Epoch 1632 | loss: 0.0311683 | val_loss: 0.0311656 | Time: 1475.02 ms [2021-09-28 15:29:07 main:574] : INFO : Epoch 1633 | loss: 0.0311723 | val_loss: 0.0311691 | Time: 1463.38 ms [2021-09-28 15:29:09 main:574] : INFO : Epoch 1634 | loss: 0.0311698 | val_loss: 0.0311704 | Time: 1638.52 ms [2021-09-28 15:29:10 main:574] : INFO : Epoch 1635 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 1295.93 ms [2021-09-28 15:29:12 main:574] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311654 | Time: 1737.45 ms [2021-09-28 15:29:14 main:574] : INFO : Epoch 1637 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 1492.14 ms [2021-09-28 15:29:15 main:574] : INFO : Epoch 1638 | loss: 0.0311651 | val_loss: 0.0311653 | Time: 1501.44 ms [2021-09-28 15:29:17 main:574] : INFO : Epoch 1639 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 1668.69 ms [2021-09-28 15:29:18 main:574] : INFO : Epoch 1640 | loss: 0.0311658 | val_loss: 0.0311656 | Time: 1286.79 ms [2021-09-28 15:29:20 main:574] : INFO : Epoch 1641 | loss: 0.0311635 | val_loss: 0.0311699 | Time: 1693.33 ms [2021-09-28 15:29:22 main:574] : INFO : Epoch 1642 | loss: 0.0311653 | val_loss: 0.0311674 | Time: 1561.76 ms [2021-09-28 15:29:23 main:574] : INFO : Epoch 1643 | loss: 0.0311652 | val_loss: 0.0311662 | Time: 1427.92 ms [2021-09-28 15:29:25 main:574] : INFO : Epoch 1644 | loss: 0.0311667 | val_loss: 0.0311694 | Time: 1662.92 ms [2021-09-28 15:29:26 main:574] : INFO : Epoch 1645 | loss: 0.0311667 | val_loss: 0.0311659 | Time: 1298.34 ms [2021-09-28 15:29:28 main:574] : INFO : Epoch 1646 | loss: 0.0311648 | val_loss: 0.0311661 | Time: 1631.63 ms [2021-09-28 15:29:29 main:574] : INFO : Epoch 1647 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 1424.98 ms [2021-09-28 15:29:31 main:574] : INFO : Epoch 1648 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 1510.31 ms [2021-09-28 15:29:33 main:574] : INFO : Epoch 1649 | loss: 0.0311655 | val_loss: 0.0311669 | Time: 1677.39 ms [2021-09-28 15:29:34 main:574] : INFO : Epoch 1650 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 1254.66 ms [2021-09-28 15:29:36 main:574] : INFO : Epoch 1651 | loss: 0.0311648 | val_loss: 0.0311729 | Time: 1692.18 ms [2021-09-28 15:29:37 main:574] : INFO : Epoch 1652 | loss: 0.031174 | val_loss: 0.0311787 | Time: 1558.93 ms [2021-09-28 15:29:39 main:574] : INFO : Epoch 1653 | loss: 0.0311689 | val_loss: 0.0311687 | Time: 1426.69 ms [2021-09-28 15:29:41 main:574] : INFO : Epoch 1654 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 1752.33 ms [2021-09-28 15:29:42 main:574] : INFO : Epoch 1655 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 1335.3 ms [2021-09-28 15:29:44 main:574] : INFO : Epoch 1656 | loss: 0.0311678 | val_loss: 0.0311678 | Time: 1668.21 ms [2021-09-28 15:29:45 main:574] : INFO : Epoch 1657 | loss: 0.0311679 | val_loss: 0.0311707 | Time: 1586.77 ms [2021-09-28 15:29:47 main:574] : INFO : Epoch 1658 | loss: 0.0311655 | val_loss: 0.031171 | Time: 1404.03 ms [2021-09-28 15:29:49 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311675 | Time: 1675.2 ms [2021-09-28 15:29:50 main:574] : INFO : Epoch 1660 | loss: 0.0311643 | val_loss: 0.0311678 | Time: 1407.65 ms [2021-09-28 15:29:52 main:574] : INFO : Epoch 1661 | loss: 0.0311638 | val_loss: 0.0311664 | Time: 1597.45 ms [2021-09-28 15:29:53 main:574] : INFO : Epoch 1662 | loss: 0.0311635 | val_loss: 0.0311686 | Time: 1632.41 ms [2021-09-28 15:29:55 main:574] : INFO : Epoch 1663 | loss: 0.0311653 | val_loss: 0.0311675 | Time: 1366.81 ms [2021-09-28 15:29:57 main:574] : INFO : Epoch 1664 | loss: 0.0311643 | val_loss: 0.0311679 | Time: 1705.09 ms [2021-09-28 15:29:58 main:574] : INFO : Epoch 1665 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 1375.11 ms [2021-09-28 15:30:00 main:574] : INFO : Epoch 1666 | loss: 0.0311654 | val_loss: 0.0311669 | Time: 1549.86 ms [2021-09-28 15:30:01 main:574] : INFO : Epoch 1667 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 1613.85 ms [2021-09-28 15:30:03 main:574] : INFO : Epoch 1668 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 1284.84 ms [2021-09-28 15:30:04 main:574] : INFO : Epoch 1669 | loss: 0.0311671 | val_loss: 0.0311644 | Time: 1679.97 ms [2021-09-28 15:30:06 main:574] : INFO : Epoch 1670 | loss: 0.0311632 | val_loss: 0.0311661 | Time: 1448.56 ms [2021-09-28 15:30:08 main:574] : INFO : Epoch 1671 | loss: 0.0311626 | val_loss: 0.0311655 | Time: 1522.52 ms [2021-09-28 15:30:09 main:574] : INFO : Epoch 1672 | loss: 0.0311622 | val_loss: 0.0311652 | Time: 1680.07 ms [2021-09-28 15:30:11 main:574] : INFO : Epoch 1673 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 1291.42 ms [2021-09-28 15:30:12 main:574] : INFO : Epoch 1674 | loss: 0.031167 | val_loss: 0.0311849 | Time: 1667.28 ms [2021-09-28 15:30:14 main:574] : INFO : Epoch 1675 | loss: 0.031166 | val_loss: 0.0311655 | Time: 1433.34 ms [2021-09-28 15:30:15 main:574] : INFO : Epoch 1676 | loss: 0.0311623 | val_loss: 0.0311653 | Time: 1525.8 ms [2021-09-28 15:30:17 main:574] : INFO : Epoch 1677 | loss: 0.031162 | val_loss: 0.0311685 | Time: 1694.49 ms [2021-09-28 15:30:19 main:574] : INFO : Epoch 1678 | loss: 0.0311643 | val_loss: 0.0311779 | Time: 1338.27 ms [2021-09-28 15:30:20 main:574] : INFO : Epoch 1679 | loss: 0.0311641 | val_loss: 0.0311636 | Time: 1666.68 ms [2021-09-28 15:30:22 main:574] : INFO : Epoch 1680 | loss: 0.0311616 | val_loss: 0.0311654 | Time: 1421.89 ms [2021-09-28 15:30:23 main:574] : INFO : Epoch 1681 | loss: 0.0311628 | val_loss: 0.0311861 | Time: 1544.36 ms [2021-09-28 15:30:25 main:574] : INFO : Epoch 1682 | loss: 0.0311659 | val_loss: 0.0311649 | Time: 1700.69 ms [2021-09-28 15:30:26 main:574] : INFO : Epoch 1683 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 1325.02 ms [2021-09-28 15:30:28 main:574] : INFO : Epoch 1684 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 1696.76 ms [2021-09-28 15:30:30 main:574] : INFO : Epoch 1685 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 1469.39 ms [2021-09-28 15:30:31 main:574] : INFO : Epoch 1686 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 1496.45 ms [2021-09-28 15:30:33 main:574] : INFO : Epoch 1687 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 1782.96 ms [2021-09-28 15:30:35 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 1303.52 ms [2021-09-28 15:30:36 main:574] : INFO : Epoch 1689 | loss: 0.0311612 | val_loss: 0.0311709 | Time: 1690.52 ms [2021-09-28 15:30:38 main:574] : INFO : Epoch 1690 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 1469.75 ms [2021-09-28 15:30:39 main:574] : INFO : Epoch 1691 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1482.08 ms [2021-09-28 15:30:41 main:574] : INFO : Epoch 1692 | loss: 0.0311602 | val_loss: 0.0311791 | Time: 1724.11 ms [2021-09-28 15:30:43 main:574] : INFO : Epoch 1693 | loss: 0.0311627 | val_loss: 0.0311718 | Time: 1277.52 ms [2021-09-28 15:30:44 main:574] : INFO : Epoch 1694 | loss: 0.0311633 | val_loss: 0.0311697 | Time: 1653.24 ms [2021-09-28 15:30:46 main:574] : INFO : Epoch 1695 | loss: 0.0311624 | val_loss: 0.0311814 | Time: 1545.14 ms [2021-09-28 15:30:47 main:574] : INFO : Epoch 1696 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 1377.9 ms [2021-09-28 15:30:49 main:574] : INFO : Epoch 1697 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 1649.72 ms [2021-09-28 15:30:50 main:574] : INFO : Epoch 1698 | loss: 0.0311617 | val_loss: 0.031174 | Time: 1390.03 ms [2021-09-28 15:30:52 main:574] : INFO : Epoch 1699 | loss: 0.0311662 | val_loss: 0.0311788 | Time: 1588.25 ms [2021-09-28 15:30:54 main:574] : INFO : Epoch 1700 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1570.53 ms [2021-09-28 15:30:55 main:574] : INFO : Epoch 1701 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 1393.71 ms [2021-09-28 15:30:57 main:574] : INFO : Epoch 1702 | loss: 0.0311607 | val_loss: 0.0311703 | Time: 1680.82 ms [2021-09-28 15:30:58 main:574] : INFO : Epoch 1703 | loss: 0.0311612 | val_loss: 0.0311677 | Time: 1428.15 ms [2021-09-28 15:31:00 main:574] : INFO : Epoch 1704 | loss: 0.0311599 | val_loss: 0.0311678 | Time: 1537.81 ms [2021-09-28 15:31:01 main:574] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311665 | Time: 1553.77 ms [2021-09-28 15:31:03 main:574] : INFO : Epoch 1706 | loss: 0.031162 | val_loss: 0.0311658 | Time: 1293.21 ms [2021-09-28 15:31:05 main:574] : INFO : Epoch 1707 | loss: 0.0311595 | val_loss: 0.0311652 | Time: 1694.69 ms [2021-09-28 15:31:06 main:574] : INFO : Epoch 1708 | loss: 0.031162 | val_loss: 0.0311703 | Time: 1409.03 ms [2021-09-28 15:31:08 main:574] : INFO : Epoch 1709 | loss: 0.0311654 | val_loss: 0.0311725 | Time: 1483.77 ms [2021-09-28 15:31:09 main:574] : INFO : Epoch 1710 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 1651.21 ms [2021-09-28 15:31:12 main:574] : INFO : Epoch 1711 | loss: 0.0311712 | val_loss: 0.0311712 | Time: 1629.33 ms [2021-09-28 15:31:14 main:574] : INFO : Epoch 1712 | loss: 0.0311672 | val_loss: 0.0311887 | Time: 1452.83 ms [2021-09-28 15:31:15 main:574] : INFO : Epoch 1713 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 1502.18 ms [2021-09-28 15:31:17 main:574] : INFO : Epoch 1714 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 1700.07 ms [2021-09-28 15:31:19 main:574] : INFO : Epoch 1715 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 1298.78 ms [2021-09-28 15:31:20 main:574] : INFO : Epoch 1716 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 1669.92 ms [2021-09-28 15:31:22 main:574] : INFO : Epoch 1717 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 1527.85 ms [2021-09-28 15:31:23 main:574] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1413.4 ms [2021-09-28 15:31:25 main:574] : INFO : Epoch 1719 | loss: 0.0311618 | val_loss: 0.0311875 | Time: 1725.21 ms [2021-09-28 15:31:26 main:574] : INFO : Epoch 1720 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 1297.32 ms [2021-09-28 15:31:28 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311684 | Time: 1629.61 ms [2021-09-28 15:31:30 main:574] : INFO : Epoch 1722 | loss: 0.031159 | val_loss: 0.0311777 | Time: 1555.37 ms [2021-09-28 15:31:31 main:574] : INFO : Epoch 1723 | loss: 0.0311633 | val_loss: 0.031168 | Time: 1380.42 ms [2021-09-28 15:31:33 main:574] : INFO : Epoch 1724 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 1664.39 ms [2021-09-28 15:31:34 main:574] : INFO : Epoch 1725 | loss: 0.0311596 | val_loss: 0.0311669 | Time: 1372.08 ms [2021-09-28 15:31:36 main:574] : INFO : Epoch 1726 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 1518.44 ms [2021-09-28 15:31:38 main:574] : INFO : Epoch 1727 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 1681.53 ms [2021-09-28 15:31:39 main:574] : INFO : Epoch 1728 | loss: 0.0311654 | val_loss: 0.0311724 | Time: 1312.61 ms [2021-09-28 15:31:41 main:574] : INFO : Epoch 1729 | loss: 0.0311631 | val_loss: 0.0311655 | Time: 1726.88 ms [2021-09-28 15:31:42 main:574] : INFO : Epoch 1730 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1498.94 ms [2021-09-28 15:31:44 main:574] : INFO : Epoch 1731 | loss: 0.0311583 | val_loss: 0.0311646 | Time: 1487.2 ms [2021-09-28 15:31:46 main:574] : INFO : Epoch 1732 | loss: 0.0311596 | val_loss: 0.0311827 | Time: 1711.29 ms [2021-09-28 15:31:47 main:574] : INFO : Epoch 1733 | loss: 0.031165 | val_loss: 0.0311691 | Time: 1305.46 ms [2021-09-28 15:31:49 main:574] : INFO : Epoch 1734 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 1660.35 ms [2021-09-28 15:31:50 main:574] : INFO : Epoch 1735 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 1545.62 ms [2021-09-28 15:31:52 main:574] : INFO : Epoch 1736 | loss: 0.0311588 | val_loss: 0.0311671 | Time: 1368.29 ms [2021-09-28 15:31:53 main:574] : INFO : Epoch 1737 | loss: 0.0311576 | val_loss: 0.0311682 | Time: 1700.06 ms [2021-09-28 15:31:55 main:574] : INFO : Epoch 1738 | loss: 0.0311609 | val_loss: 0.0311698 | Time: 1410.17 ms [2021-09-28 15:31:57 main:574] : INFO : Epoch 1739 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 1674.88 ms [2021-09-28 15:31:58 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311715 | Time: 1426.19 ms [2021-09-28 15:32:00 main:574] : INFO : Epoch 1741 | loss: 0.0311587 | val_loss: 0.0311701 | Time: 1503.64 ms [2021-09-28 15:32:02 main:574] : INFO : Epoch 1742 | loss: 0.0311575 | val_loss: 0.0311659 | Time: 1752.28 ms [2021-09-28 15:32:03 main:574] : INFO : Epoch 1743 | loss: 0.0311586 | val_loss: 0.0311691 | Time: 1344.09 ms [2021-09-28 15:32:05 main:574] : INFO : Epoch 1744 | loss: 0.0311581 | val_loss: 0.0311693 | Time: 1634.04 ms [2021-09-28 15:32:06 main:574] : INFO : Epoch 1745 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 1410.46 ms [2021-09-28 15:32:08 main:574] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.031165 | Time: 1500.92 ms [2021-09-28 15:32:09 main:574] : INFO : Epoch 1747 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1712.22 ms [2021-09-28 15:32:11 main:574] : INFO : Epoch 1748 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 1478.46 ms [2021-09-28 15:32:13 main:574] : INFO : Epoch 1749 | loss: 0.0311669 | val_loss: 0.0311669 | Time: 1680.59 ms [2021-09-28 15:32:14 main:574] : INFO : Epoch 1750 | loss: 0.0311609 | val_loss: 0.031168 | Time: 1398.41 ms [2021-09-28 15:32:16 main:574] : INFO : Epoch 1751 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 1642.49 ms [2021-09-28 15:32:18 main:574] : INFO : Epoch 1752 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 1670.19 ms [2021-09-28 15:32:19 main:574] : INFO : Epoch 1753 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 1333.56 ms [2021-09-28 15:32:21 main:574] : INFO : Epoch 1754 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 1692.27 ms [2021-09-28 15:32:22 main:574] : INFO : Epoch 1755 | loss: 0.031156 | val_loss: 0.031168 | Time: 1466.89 ms [2021-09-28 15:32:24 main:574] : INFO : Epoch 1756 | loss: 0.0311568 | val_loss: 0.0311726 | Time: 1495.16 ms [2021-09-28 15:32:26 main:574] : INFO : Epoch 1757 | loss: 0.0311576 | val_loss: 0.0311664 | Time: 1724.89 ms [2021-09-28 15:32:27 main:574] : INFO : Epoch 1758 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 1258.52 ms [2021-09-28 15:32:29 main:574] : INFO : Epoch 1759 | loss: 0.0311585 | val_loss: 0.0311687 | Time: 1665.63 ms [2021-09-28 15:32:30 main:574] : INFO : Epoch 1760 | loss: 0.031157 | val_loss: 0.0311664 | Time: 1539.52 ms [2021-09-28 15:32:32 main:574] : INFO : Epoch 1761 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1471.05 ms [2021-09-28 15:32:34 main:574] : INFO : Epoch 1762 | loss: 0.0311558 | val_loss: 0.031173 | Time: 1699.46 ms [2021-09-28 15:32:35 main:574] : INFO : Epoch 1763 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 1302.93 ms [2021-09-28 15:32:37 main:574] : INFO : Epoch 1764 | loss: 0.031156 | val_loss: 0.0311751 | Time: 1643.9 ms [2021-09-28 15:32:38 main:574] : INFO : Epoch 1765 | loss: 0.0311545 | val_loss: 0.031171 | Time: 1596.19 ms [2021-09-28 15:32:40 main:574] : INFO : Epoch 1766 | loss: 0.0311547 | val_loss: 0.0311744 | Time: 1425.58 ms [2021-09-28 15:32:42 main:574] : INFO : Epoch 1767 | loss: 0.0311561 | val_loss: 0.0311733 | Time: 1676.63 ms [2021-09-28 15:32:43 main:574] : INFO : Epoch 1768 | loss: 0.031159 | val_loss: 0.0311763 | Time: 1391.74 ms [2021-09-28 15:32:45 main:574] : INFO : Epoch 1769 | loss: 0.0311609 | val_loss: 0.031175 | Time: 1636.97 ms [2021-09-28 15:32:46 main:574] : INFO : Epoch 1770 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 1557.94 ms [2021-09-28 15:32:48 main:574] : INFO : Epoch 1771 | loss: 0.0311542 | val_loss: 0.0311759 | Time: 1452.92 ms [2021-09-28 15:32:50 main:574] : INFO : Epoch 1772 | loss: 0.0311552 | val_loss: 0.0311726 | Time: 1676.54 ms [2021-09-28 15:32:51 main:574] : INFO : Epoch 1773 | loss: 0.0311541 | val_loss: 0.03117 | Time: 1359.79 ms [2021-09-28 15:32:53 main:574] : INFO : Epoch 1774 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 1906.58 ms [2021-09-28 15:32:54 main:574] : INFO : Epoch 1775 | loss: 0.0311544 | val_loss: 0.0311692 | Time: 1405.27 ms [2021-09-28 15:32:56 main:574] : INFO : Epoch 1776 | loss: 0.0311531 | val_loss: 0.0311697 | Time: 1536.39 ms [2021-09-28 15:32:58 main:574] : INFO : Epoch 1777 | loss: 0.0311524 | val_loss: 0.0311749 | Time: 1696.36 ms [2021-09-28 15:32:59 main:574] : INFO : Epoch 1778 | loss: 0.0311524 | val_loss: 0.0311758 | Time: 1354.06 ms [2021-09-28 15:33:01 main:574] : INFO : Epoch 1779 | loss: 0.0311573 | val_loss: 0.0311717 | Time: 1744.59 ms [2021-09-28 15:33:02 main:574] : INFO : Epoch 1780 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 1461.27 ms [2021-09-28 15:33:04 main:574] : INFO : Epoch 1781 | loss: 0.031156 | val_loss: 0.0311851 | Time: 1650.27 ms [2021-09-28 15:33:06 main:574] : INFO : Epoch 1782 | loss: 0.031161 | val_loss: 0.03117 | Time: 1720.62 ms [2021-09-28 15:33:07 main:574] : INFO : Epoch 1783 | loss: 0.0311516 | val_loss: 0.0311707 | Time: 1449.56 ms [2021-09-28 15:33:09 main:574] : INFO : Epoch 1784 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 1885.92 ms [2021-09-28 15:33:11 main:574] : INFO : Epoch 1785 | loss: 0.0311515 | val_loss: 0.031177 | Time: 1413.48 ms [2021-09-28 15:33:13 main:574] : INFO : Epoch 1786 | loss: 0.0311519 | val_loss: 0.0311691 | Time: 1781.97 ms [2021-09-28 15:33:14 main:574] : INFO : Epoch 1787 | loss: 0.0311515 | val_loss: 0.031173 | Time: 1610.46 ms [2021-09-28 15:33:16 main:574] : INFO : Epoch 1788 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 1455.02 ms [2021-09-28 15:33:18 main:574] : INFO : Epoch 1789 | loss: 0.0311509 | val_loss: 0.031171 | Time: 1792.17 ms [2021-09-28 15:33:19 main:574] : INFO : Epoch 1790 | loss: 0.0311507 | val_loss: 0.03117 | Time: 1308.85 ms [2021-09-28 15:33:21 main:574] : INFO : Epoch 1791 | loss: 0.031151 | val_loss: 0.0311693 | Time: 1677.61 ms [2021-09-28 15:33:22 main:574] : INFO : Epoch 1792 | loss: 0.0311516 | val_loss: 0.0311738 | Time: 1616.66 ms [2021-09-28 15:33:24 main:574] : INFO : Epoch 1793 | loss: 0.0311509 | val_loss: 0.0311724 | Time: 1367.59 ms [2021-09-28 15:33:26 main:574] : INFO : Epoch 1794 | loss: 0.0311522 | val_loss: 0.0311853 | Time: 1687.19 ms [2021-09-28 15:33:27 main:574] : INFO : Epoch 1795 | loss: 0.0311538 | val_loss: 0.0311711 | Time: 1430.14 ms [2021-09-28 15:33:29 main:574] : INFO : Epoch 1796 | loss: 0.0311544 | val_loss: 0.0311707 | Time: 1696.11 ms [2021-09-28 15:33:31 main:574] : INFO : Epoch 1797 | loss: 0.0311556 | val_loss: 0.0311685 | Time: 1614.12 ms [2021-09-28 15:33:32 main:574] : INFO : Epoch 1798 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 1388.64 ms [2021-09-28 15:33:34 main:574] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.0311697 | Time: 1756.08 ms [2021-09-28 15:33:35 main:574] : INFO : Epoch 1800 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1401.67 ms [2021-09-28 15:33:37 main:574] : INFO : Epoch 1801 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 1572.53 ms [2021-09-28 15:33:38 main:574] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.03117 | Time: 1567.51 ms [2021-09-28 15:33:40 main:574] : INFO : Epoch 1803 | loss: 0.0311587 | val_loss: 0.0311782 | Time: 1360 ms [2021-09-28 15:33:42 main:574] : INFO : Epoch 1804 | loss: 0.0311576 | val_loss: 0.0311694 | Time: 1710.84 ms [2021-09-28 15:33:43 main:574] : INFO : Epoch 1805 | loss: 0.0311505 | val_loss: 0.0311703 | Time: 1245.56 ms [2021-09-28 15:33:45 main:574] : INFO : Epoch 1806 | loss: 0.0311514 | val_loss: 0.0311784 | Time: 1540.68 ms [2021-09-28 15:33:46 main:574] : INFO : Epoch 1807 | loss: 0.0311523 | val_loss: 0.0311733 | Time: 1463.38 ms [2021-09-28 15:33:47 main:574] : INFO : Epoch 1808 | loss: 0.0311521 | val_loss: 0.0311783 | Time: 1384.25 ms [2021-09-28 15:33:49 main:574] : INFO : Epoch 1809 | loss: 0.031154 | val_loss: 0.0311739 | Time: 1630.51 ms [2021-09-28 15:33:51 main:574] : INFO : Epoch 1810 | loss: 0.0311529 | val_loss: 0.0311713 | Time: 1347.42 ms [2021-09-28 15:33:52 main:574] : INFO : Epoch 1811 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 1524.97 ms [2021-09-28 15:33:54 main:574] : INFO : Epoch 1812 | loss: 0.0311506 | val_loss: 0.0311748 | Time: 1725.67 ms [2021-09-28 15:33:55 main:574] : INFO : Epoch 1813 | loss: 0.0311485 | val_loss: 0.0311704 | Time: 1293.55 ms [2021-09-28 15:33:57 main:574] : INFO : Epoch 1814 | loss: 0.0311488 | val_loss: 0.0311724 | Time: 1650.55 ms [2021-09-28 15:33:59 main:574] : INFO : Epoch 1815 | loss: 0.0311488 | val_loss: 0.0311726 | Time: 1509.18 ms [2021-09-28 15:34:00 main:574] : INFO : Epoch 1816 | loss: 0.0311492 | val_loss: 0.0311688 | Time: 1480.06 ms [2021-09-28 15:34:02 main:574] : INFO : Epoch 1817 | loss: 0.0311506 | val_loss: 0.0311734 | Time: 1784.05 ms [2021-09-28 15:34:03 main:574] : INFO : Epoch 1818 | loss: 0.0311554 | val_loss: 0.0311849 | Time: 1281.67 ms [2021-09-28 15:34:05 main:574] : INFO : Epoch 1819 | loss: 0.0311579 | val_loss: 0.0311749 | Time: 1711.27 ms [2021-09-28 15:34:07 main:574] : INFO : Epoch 1820 | loss: 0.0311531 | val_loss: 0.0311739 | Time: 1543.03 ms [2021-09-28 15:34:08 main:574] : INFO : Epoch 1821 | loss: 0.0311532 | val_loss: 0.0311797 | Time: 1403.82 ms [2021-09-28 15:34:10 main:574] : INFO : Epoch 1822 | loss: 0.0311535 | val_loss: 0.0311694 | Time: 1760.4 ms [2021-09-28 15:34:11 main:574] : INFO : Epoch 1823 | loss: 0.0311516 | val_loss: 0.0311765 | Time: 1347.09 ms [2021-09-28 15:34:13 main:574] : INFO : Epoch 1824 | loss: 0.0311535 | val_loss: 0.0311815 | Time: 1649.74 ms [2021-09-28 15:34:15 main:574] : INFO : Epoch 1825 | loss: 0.0311563 | val_loss: 0.0311754 | Time: 1713.4 ms [2021-09-28 15:34:16 main:574] : INFO : Epoch 1826 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 1423.62 ms [2021-09-28 15:34:18 main:574] : INFO : Epoch 1827 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 1661.61 ms [2021-09-28 15:34:19 main:574] : INFO : Epoch 1828 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 1318.47 ms [2021-09-28 15:34:21 main:574] : INFO : Epoch 1829 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 1593.06 ms [2021-09-28 15:34:23 main:574] : INFO : Epoch 1830 | loss: 0.0311549 | val_loss: 0.0311718 | Time: 1500.8 ms [2021-09-28 15:34:24 main:574] : INFO : Epoch 1831 | loss: 0.0311554 | val_loss: 0.0311725 | Time: 1255.96 ms [2021-09-28 15:34:26 main:574] : INFO : Epoch 1832 | loss: 0.0311529 | val_loss: 0.0311696 | Time: 1636.76 ms [2021-09-28 15:34:27 main:574] : INFO : Epoch 1833 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1375.49 ms [2021-09-28 15:34:29 main:574] : INFO : Epoch 1834 | loss: 0.0311545 | val_loss: 0.0311748 | Time: 1496.63 ms [2021-09-28 15:34:30 main:574] : INFO : Epoch 1835 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 1544.01 ms [2021-09-28 15:34:31 main:574] : INFO : Epoch 1836 | loss: 0.031152 | val_loss: 0.031174 | Time: 1277.45 ms [2021-09-28 15:34:33 main:574] : INFO : Epoch 1837 | loss: 0.0311531 | val_loss: 0.0311721 | Time: 1629.6 ms [2021-09-28 15:34:35 main:574] : INFO : Epoch 1838 | loss: 0.0311545 | val_loss: 0.0311808 | Time: 1373.88 ms [2021-09-28 15:34:36 main:574] : INFO : Epoch 1839 | loss: 0.0311522 | val_loss: 0.0311713 | Time: 1360.29 ms [2021-09-28 15:34:38 main:574] : INFO : Epoch 1840 | loss: 0.0311539 | val_loss: 0.0311731 | Time: 1599.81 ms [2021-09-28 15:34:39 main:574] : INFO : Epoch 1841 | loss: 0.0311505 | val_loss: 0.03117 | Time: 1254.06 ms [2021-09-28 15:34:41 main:574] : INFO : Epoch 1842 | loss: 0.0311516 | val_loss: 0.0311833 | Time: 1522.91 ms [2021-09-28 15:34:42 main:574] : INFO : Epoch 1843 | loss: 0.0311525 | val_loss: 0.031175 | Time: 1604.82 ms [2021-09-28 15:34:44 main:574] : INFO : Epoch 1844 | loss: 0.0311496 | val_loss: 0.0311748 | Time: 1252.5 ms [2021-09-28 15:34:45 main:574] : INFO : Epoch 1845 | loss: 0.0311537 | val_loss: 0.0311749 | Time: 1693.33 ms [2021-09-28 15:34:47 main:574] : INFO : Epoch 1846 | loss: 0.0311497 | val_loss: 0.0311761 | Time: 1499.48 ms [2021-09-28 15:34:48 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.031173 | Time: 1553.42 ms [2021-09-28 15:34:50 main:574] : INFO : Epoch 1848 | loss: 0.0311488 | val_loss: 0.0311771 | Time: 1689.6 ms [2021-09-28 15:34:52 main:574] : INFO : Epoch 1849 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 1261.71 ms [2021-09-28 15:34:53 main:574] : INFO : Epoch 1850 | loss: 0.0311493 | val_loss: 0.0311746 | Time: 1616.59 ms [2021-09-28 15:34:55 main:574] : INFO : Epoch 1851 | loss: 0.0311508 | val_loss: 0.0311797 | Time: 1508.08 ms [2021-09-28 15:34:56 main:574] : INFO : Epoch 1852 | loss: 0.0311493 | val_loss: 0.0311775 | Time: 1371.28 ms [2021-09-28 15:34:58 main:574] : INFO : Epoch 1853 | loss: 0.0311498 | val_loss: 0.0311709 | Time: 1616.51 ms [2021-09-28 15:34:59 main:574] : INFO : Epoch 1854 | loss: 0.0311513 | val_loss: 0.031177 | Time: 1322.16 ms [2021-09-28 15:35:01 main:574] : INFO : Epoch 1855 | loss: 0.0311509 | val_loss: 0.0311743 | Time: 1526.89 ms [2021-09-28 15:35:02 main:574] : INFO : Epoch 1856 | loss: 0.0311506 | val_loss: 0.0311741 | Time: 1585.99 ms [2021-09-28 15:35:04 main:574] : INFO : Epoch 1857 | loss: 0.0311521 | val_loss: 0.0311768 | Time: 1252.52 ms [2021-09-28 15:35:05 main:574] : INFO : Epoch 1858 | loss: 0.03115 | val_loss: 0.0311738 | Time: 1620.53 ms [2021-09-28 15:35:07 main:574] : INFO : Epoch 1859 | loss: 0.0311491 | val_loss: 0.0311787 | Time: 1513.76 ms [2021-09-28 15:35:08 main:574] : INFO : Epoch 1860 | loss: 0.0311497 | val_loss: 0.0311764 | Time: 1375.8 ms [2021-09-28 15:35:10 main:574] : INFO : Epoch 1861 | loss: 0.0311488 | val_loss: 0.0311751 | Time: 1672.37 ms [2021-09-28 15:35:12 main:574] : INFO : Epoch 1862 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 1320.32 ms [2021-09-28 15:35:13 main:574] : INFO : Epoch 1863 | loss: 0.0311497 | val_loss: 0.0311805 | Time: 1603.22 ms [2021-09-28 15:35:15 main:574] : INFO : Epoch 1864 | loss: 0.0311516 | val_loss: 0.0311765 | Time: 1479.93 ms [2021-09-28 15:35:16 main:574] : INFO : Epoch 1865 | loss: 0.0311514 | val_loss: 0.031171 | Time: 1314.72 ms [2021-09-28 15:35:18 main:574] : INFO : Epoch 1866 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 1623.21 ms [2021-09-28 15:35:19 main:574] : INFO : Epoch 1867 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 1384.45 ms [2021-09-28 15:35:21 main:574] : INFO : Epoch 1868 | loss: 0.0311557 | val_loss: 0.0311721 | Time: 1518.77 ms [2021-09-28 15:35:22 main:574] : INFO : Epoch 1869 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 1559.94 ms [2021-09-28 15:35:24 main:574] : INFO : Epoch 1870 | loss: 0.0311541 | val_loss: 0.0311663 | Time: 1367.36 ms [2021-09-28 15:35:26 main:574] : INFO : Epoch 1871 | loss: 0.031156 | val_loss: 0.0311778 | Time: 1658.08 ms [2021-09-28 15:35:27 main:574] : INFO : Epoch 1872 | loss: 0.0311585 | val_loss: 0.031174 | Time: 1368.98 ms [2021-09-28 15:35:28 main:574] : INFO : Epoch 1873 | loss: 0.0311612 | val_loss: 0.0311763 | Time: 1429.13 ms [2021-09-28 15:35:30 main:574] : INFO : Epoch 1874 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 1680.26 ms [2021-09-28 15:35:31 main:574] : INFO : Epoch 1875 | loss: 0.0311505 | val_loss: 0.0311706 | Time: 1221.25 ms [2021-09-28 15:35:33 main:574] : INFO : Epoch 1876 | loss: 0.0311498 | val_loss: 0.0311714 | Time: 1580.48 ms [2021-09-28 15:35:35 main:574] : INFO : Epoch 1877 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 1537.48 ms [2021-09-28 15:35:36 main:574] : INFO : Epoch 1878 | loss: 0.0311559 | val_loss: 0.0311702 | Time: 1417.23 ms [2021-09-28 15:35:38 main:574] : INFO : Epoch 1879 | loss: 0.0311549 | val_loss: 0.0311691 | Time: 1634.73 ms [2021-09-28 15:35:39 main:574] : INFO : Epoch 1880 | loss: 0.0311554 | val_loss: 0.0311689 | Time: 1341.57 ms [2021-09-28 15:35:41 main:574] : INFO : Epoch 1881 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1615.88 ms [2021-09-28 15:35:43 main:574] : INFO : Epoch 1882 | loss: 0.0311646 | val_loss: 0.0311834 | Time: 1542.44 ms [2021-09-28 15:35:44 main:574] : INFO : Epoch 1883 | loss: 0.0311652 | val_loss: 0.0311667 | Time: 1263.39 ms [2021-09-28 15:35:46 main:574] : INFO : Epoch 1884 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 1665.08 ms [2021-09-28 15:35:47 main:574] : INFO : Epoch 1885 | loss: 0.0311586 | val_loss: 0.0311719 | Time: 1397.03 ms [2021-09-28 15:35:48 main:574] : INFO : Epoch 1886 | loss: 0.0311575 | val_loss: 0.0311684 | Time: 1397.55 ms [2021-09-28 15:35:50 main:574] : INFO : Epoch 1887 | loss: 0.0311563 | val_loss: 0.0311674 | Time: 1637.85 ms [2021-09-28 15:35:52 main:574] : INFO : Epoch 1888 | loss: 0.0311583 | val_loss: 0.0311749 | Time: 1276.67 ms [2021-09-28 15:35:53 main:574] : INFO : Epoch 1889 | loss: 0.031158 | val_loss: 0.0311674 | Time: 1517.9 ms [2021-09-28 15:35:55 main:574] : INFO : Epoch 1890 | loss: 0.031158 | val_loss: 0.0311684 | Time: 1604.33 ms [2021-09-28 15:35:56 main:574] : INFO : Epoch 1891 | loss: 0.031155 | val_loss: 0.0311711 | Time: 1280.12 ms [2021-09-28 15:35:58 main:574] : INFO : Epoch 1892 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 1594.82 ms [2021-09-28 15:35:59 main:574] : INFO : Epoch 1893 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 1457.45 ms [2021-09-28 15:36:01 main:574] : INFO : Epoch 1894 | loss: 0.0311586 | val_loss: 0.0311724 | Time: 1397.78 ms [2021-09-28 15:36:02 main:574] : INFO : Epoch 1895 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 1652.1 ms [2021-09-28 15:36:04 main:574] : INFO : Epoch 1896 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 1305.4 ms [2021-09-28 15:36:05 main:574] : INFO : Epoch 1897 | loss: 0.0311653 | val_loss: 0.0311699 | Time: 1543.22 ms [2021-09-28 15:36:07 main:574] : INFO : Epoch 1898 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 1582.17 ms [2021-09-28 15:36:08 main:574] : INFO : Epoch 1899 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 1315.61 ms [2021-09-28 15:36:10 main:574] : INFO : Epoch 1900 | loss: 0.0311601 | val_loss: 0.0311717 | Time: 1675.95 ms [2021-09-28 15:36:12 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 1385.75 ms [2021-09-28 15:36:13 main:574] : INFO : Epoch 1902 | loss: 0.0311608 | val_loss: 0.0311707 | Time: 1407.46 ms [2021-09-28 15:36:15 main:574] : INFO : Epoch 1903 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 1589.05 ms [2021-09-28 15:36:16 main:574] : INFO : Epoch 1904 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 1275.79 ms [2021-09-28 15:36:18 main:574] : INFO : Epoch 1905 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 1634.17 ms [2021-09-28 15:36:19 main:574] : INFO : Epoch 1906 | loss: 0.0311619 | val_loss: 0.0311678 | Time: 1421.86 ms [2021-09-28 15:36:21 main:574] : INFO : Epoch 1907 | loss: 0.0311621 | val_loss: 0.031172 | Time: 1449.56 ms [2021-09-28 15:36:22 main:574] : INFO : Epoch 1908 | loss: 0.0311615 | val_loss: 0.031166 | Time: 1672.55 ms [2021-09-28 15:36:24 main:574] : INFO : Epoch 1909 | loss: 0.0311587 | val_loss: 0.0311669 | Time: 1235.4 ms [2021-09-28 15:36:25 main:574] : INFO : Epoch 1910 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 1595.77 ms [2021-09-28 15:36:27 main:574] : INFO : Epoch 1911 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 1486.34 ms [2021-09-28 15:36:28 main:574] : INFO : Epoch 1912 | loss: 0.0311609 | val_loss: 0.0311684 | Time: 1467.83 ms [2021-09-28 15:36:30 main:574] : INFO : Epoch 1913 | loss: 0.0311581 | val_loss: 0.0311673 | Time: 1688.11 ms [2021-09-28 15:36:31 main:574] : INFO : Epoch 1914 | loss: 0.0311578 | val_loss: 0.0311693 | Time: 1261.1 ms [2021-09-28 15:36:33 main:574] : INFO : Epoch 1915 | loss: 0.0311581 | val_loss: 0.0311692 | Time: 1537.59 ms [2021-09-28 15:36:35 main:574] : INFO : Epoch 1916 | loss: 0.0311559 | val_loss: 0.0311673 | Time: 1547.71 ms [2021-09-28 15:36:36 main:574] : INFO : Epoch 1917 | loss: 0.0311575 | val_loss: 0.0311634 | Time: 1307 ms [2021-09-28 15:36:38 main:574] : INFO : Epoch 1918 | loss: 0.0311578 | val_loss: 0.031167 | Time: 1614.45 ms [2021-09-28 15:36:39 main:574] : INFO : Epoch 1919 | loss: 0.0311586 | val_loss: 0.0311652 | Time: 1397.73 ms [2021-09-28 15:36:41 main:574] : INFO : Epoch 1920 | loss: 0.0311562 | val_loss: 0.031166 | Time: 1422.8 ms [2021-09-28 15:36:42 main:574] : INFO : Epoch 1921 | loss: 0.0311571 | val_loss: 0.0311639 | Time: 1629.94 ms [2021-09-28 15:36:44 main:574] : INFO : Epoch 1922 | loss: 0.0311578 | val_loss: 0.0311744 | Time: 1289.43 ms [2021-09-28 15:36:45 main:574] : INFO : Epoch 1923 | loss: 0.0311575 | val_loss: 0.0311844 | Time: 1586.4 ms [2021-09-28 15:36:47 main:574] : INFO : Epoch 1924 | loss: 0.0311582 | val_loss: 0.0311742 | Time: 1625.13 ms [2021-09-28 15:36:48 main:574] : INFO : Epoch 1925 | loss: 0.0311538 | val_loss: 0.0311678 | Time: 1294.5 ms [2021-09-28 15:36:50 main:574] : INFO : Epoch 1926 | loss: 0.0311528 | val_loss: 0.0311664 | Time: 1664.26 ms [2021-09-28 15:36:52 main:574] : INFO : Epoch 1927 | loss: 0.031154 | val_loss: 0.0311678 | Time: 1334.45 ms [2021-09-28 15:36:53 main:574] : INFO : Epoch 1928 | loss: 0.0311561 | val_loss: 0.0311667 | Time: 1479.38 ms [2021-09-28 15:36:55 main:574] : INFO : Epoch 1929 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 1625.73 ms [2021-09-28 15:36:56 main:574] : INFO : Epoch 1930 | loss: 0.0311603 | val_loss: 0.0311669 | Time: 1238.67 ms [2021-09-28 15:36:58 main:574] : INFO : Epoch 1931 | loss: 0.0311577 | val_loss: 0.0311685 | Time: 1628.37 ms [2021-09-28 15:36:59 main:574] : INFO : Epoch 1932 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 1526.93 ms [2021-09-28 15:37:01 main:574] : INFO : Epoch 1933 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 1386.79 ms [2021-09-28 15:37:02 main:574] : INFO : Epoch 1934 | loss: 0.0311539 | val_loss: 0.031167 | Time: 1630.34 ms [2021-09-28 15:37:04 main:574] : INFO : Epoch 1935 | loss: 0.0311556 | val_loss: 0.0311666 | Time: 1356.17 ms [2021-09-28 15:37:06 main:574] : INFO : Epoch 1936 | loss: 0.0311549 | val_loss: 0.0311674 | Time: 1552.92 ms [2021-09-28 15:37:07 main:574] : INFO : Epoch 1937 | loss: 0.0311549 | val_loss: 0.0311673 | Time: 1487.9 ms [2021-09-28 15:37:08 main:574] : INFO : Epoch 1938 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1340.29 ms [2021-09-28 15:37:10 main:574] : INFO : Epoch 1939 | loss: 0.0311523 | val_loss: 0.0311687 | Time: 1661.49 ms [2021-09-28 15:37:12 main:574] : INFO : Epoch 1940 | loss: 0.0311519 | val_loss: 0.0311675 | Time: 1373.01 ms [2021-09-28 15:37:13 main:574] : INFO : Epoch 1941 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 1506.67 ms [2021-09-28 15:37:15 main:574] : INFO : Epoch 1942 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 1652.3 ms [2021-09-28 15:37:16 main:574] : INFO : Epoch 1943 | loss: 0.0311537 | val_loss: 0.0311676 | Time: 1275.69 ms [2021-09-28 15:37:18 main:574] : INFO : Epoch 1944 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 1633.42 ms [2021-09-28 15:37:19 main:574] : INFO : Epoch 1945 | loss: 0.0311547 | val_loss: 0.0311694 | Time: 1416.39 ms [2021-09-28 15:37:21 main:574] : INFO : Epoch 1946 | loss: 0.031156 | val_loss: 0.0311691 | Time: 1424.05 ms [2021-09-28 15:37:23 main:574] : INFO : Epoch 1947 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 1656.44 ms [2021-09-28 15:37:24 main:574] : INFO : Epoch 1948 | loss: 0.0311564 | val_loss: 0.0311732 | Time: 1269.07 ms [2021-09-28 15:37:25 main:574] : INFO : Epoch 1949 | loss: 0.031157 | val_loss: 0.0311696 | Time: 1517.55 ms [2021-09-28 15:37:27 main:574] : INFO : Epoch 1950 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 1558.35 ms [2021-09-28 15:37:28 main:574] : INFO : Epoch 1951 | loss: 0.031155 | val_loss: 0.0311683 | Time: 1237.44 ms [2021-09-28 15:37:30 main:574] : INFO : Epoch 1952 | loss: 0.0311553 | val_loss: 0.0311707 | Time: 1582.32 ms [2021-09-28 15:37:31 main:574] : INFO : Epoch 1953 | loss: 0.0311549 | val_loss: 0.031171 | Time: 1385.05 ms [2021-09-28 15:37:33 main:574] : INFO : Epoch 1954 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 1472.91 ms [2021-09-28 15:37:35 main:574] : INFO : Epoch 1955 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 1692.37 ms [2021-09-28 15:37:36 main:574] : INFO : Epoch 1956 | loss: 0.0311553 | val_loss: 0.031169 | Time: 1263.91 ms [2021-09-28 15:37:38 main:574] : INFO : Epoch 1957 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1604.48 ms [2021-09-28 15:37:39 main:574] : INFO : Epoch 1958 | loss: 0.0311608 | val_loss: 0.0311694 | Time: 1512.62 ms [2021-09-28 15:37:41 main:574] : INFO : Epoch 1959 | loss: 0.0311614 | val_loss: 0.0311677 | Time: 1347.09 ms [2021-09-28 15:37:42 main:574] : INFO : Epoch 1960 | loss: 0.0311586 | val_loss: 0.031171 | Time: 1693.66 ms [2021-09-28 15:37:44 main:574] : INFO : Epoch 1961 | loss: 0.0311592 | val_loss: 0.0311677 | Time: 1353.62 ms [2021-09-28 15:37:45 main:574] : INFO : Epoch 1962 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 1505.09 ms [2021-09-28 15:37:47 main:574] : INFO : Epoch 1963 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 1630.14 ms [2021-09-28 15:37:48 main:574] : INFO : Epoch 1964 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 1254.78 ms [2021-09-28 15:37:50 main:574] : INFO : Epoch 1965 | loss: 0.0311624 | val_loss: 0.0311686 | Time: 1695.39 ms [2021-09-28 15:37:52 main:574] : INFO : Epoch 1966 | loss: 0.0311613 | val_loss: 0.0311704 | Time: 1412.64 ms [2021-09-28 15:37:53 main:574] : INFO : Epoch 1967 | loss: 0.0311616 | val_loss: 0.031169 | Time: 1446.31 ms [2021-09-28 15:37:55 main:574] : INFO : Epoch 1968 | loss: 0.0311593 | val_loss: 0.0311704 | Time: 1605.48 ms [2021-09-28 15:37:56 main:574] : INFO : Epoch 1969 | loss: 0.0311575 | val_loss: 0.0311681 | Time: 1269.5 ms [2021-09-28 15:37:58 main:574] : INFO : Epoch 1970 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 1638.91 ms [2021-09-28 15:37:59 main:574] : INFO : Epoch 1971 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 1522.35 ms [2021-09-28 15:38:01 main:574] : INFO : Epoch 1972 | loss: 0.0311583 | val_loss: 0.0311678 | Time: 1342.35 ms [2021-09-28 15:38:03 main:574] : INFO : Epoch 1973 | loss: 0.0311589 | val_loss: 0.0311936 | Time: 1615.7 ms [2021-09-28 15:38:04 main:574] : INFO : Epoch 1974 | loss: 0.0311622 | val_loss: 0.0311692 | Time: 1384.33 ms [2021-09-28 15:38:06 main:574] : INFO : Epoch 1975 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 1572.23 ms [2021-09-28 15:38:07 main:574] : INFO : Epoch 1976 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 1640.43 ms [2021-09-28 15:38:09 main:574] : INFO : Epoch 1977 | loss: 0.0311543 | val_loss: 0.0311707 | Time: 1342.29 ms [2021-09-28 15:38:10 main:574] : INFO : Epoch 1978 | loss: 0.0311533 | val_loss: 0.0311736 | Time: 1735.03 ms [2021-09-28 15:38:12 main:574] : INFO : Epoch 1979 | loss: 0.0311518 | val_loss: 0.031168 | Time: 1333.41 ms [2021-09-28 15:38:13 main:574] : INFO : Epoch 1980 | loss: 0.0311515 | val_loss: 0.0311691 | Time: 1467.91 ms [2021-09-28 15:38:15 main:574] : INFO : Epoch 1981 | loss: 0.0311527 | val_loss: 0.0311741 | Time: 1541.95 ms [2021-09-28 15:38:16 main:574] : INFO : Epoch 1982 | loss: 0.0311524 | val_loss: 0.0311677 | Time: 1259.08 ms [2021-09-28 15:38:18 main:574] : INFO : Epoch 1983 | loss: 0.0311519 | val_loss: 0.031173 | Time: 1703.07 ms [2021-09-28 15:38:20 main:574] : INFO : Epoch 1984 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1443.08 ms [2021-09-28 15:38:21 main:574] : INFO : Epoch 1985 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 1350.12 ms [2021-09-28 15:38:23 main:574] : INFO : Epoch 1986 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 1621.27 ms [2021-09-28 15:38:24 main:574] : INFO : Epoch 1987 | loss: 0.0311512 | val_loss: 0.0311695 | Time: 1285.63 ms [2021-09-28 15:38:26 main:574] : INFO : Epoch 1988 | loss: 0.0311503 | val_loss: 0.0311666 | Time: 1524.12 ms [2021-09-28 15:38:27 main:574] : INFO : Epoch 1989 | loss: 0.0311504 | val_loss: 0.0311685 | Time: 1587.3 ms [2021-09-28 15:38:29 main:574] : INFO : Epoch 1990 | loss: 0.0311511 | val_loss: 0.0311709 | Time: 1333.31 ms [2021-09-28 15:38:31 main:574] : INFO : Epoch 1991 | loss: 0.0311569 | val_loss: 0.0311773 | Time: 1654.27 ms [2021-09-28 15:38:32 main:574] : INFO : Epoch 1992 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1327.07 ms [2021-09-28 15:38:34 main:574] : INFO : Epoch 1993 | loss: 0.0311601 | val_loss: 0.0311703 | Time: 1546.8 ms [2021-09-28 15:38:35 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 1567.54 ms [2021-09-28 15:38:37 main:574] : INFO : Epoch 1995 | loss: 0.0311564 | val_loss: 0.0311714 | Time: 1288.36 ms [2021-09-28 15:38:38 main:574] : INFO : Epoch 1996 | loss: 0.031155 | val_loss: 0.0311712 | Time: 1711.36 ms [2021-09-28 15:38:40 main:574] : INFO : Epoch 1997 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 1417.04 ms [2021-09-28 15:38:41 main:574] : INFO : Epoch 1998 | loss: 0.0311526 | val_loss: 0.031169 | Time: 1500.92 ms [2021-09-28 15:38:43 main:574] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.0311732 | Time: 1655.39 ms [2021-09-28 15:38:44 main:574] : INFO : Epoch 2000 | loss: 0.0311548 | val_loss: 0.0311695 | Time: 1249.58 ms [2021-09-28 15:38:46 main:574] : INFO : Epoch 2001 | loss: 0.0311518 | val_loss: 0.0311674 | Time: 1638.85 ms [2021-09-28 15:38:48 main:574] : INFO : Epoch 2002 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 1532.44 ms [2021-09-28 15:38:49 main:574] : INFO : Epoch 2003 | loss: 0.031156 | val_loss: 0.0311723 | Time: 1362.18 ms [2021-09-28 15:38:51 main:574] : INFO : Epoch 2004 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 1667.71 ms [2021-09-28 15:38:52 main:574] : INFO : Epoch 2005 | loss: 0.0311538 | val_loss: 0.0311686 | Time: 1334.57 ms [2021-09-28 15:38:54 main:574] : INFO : Epoch 2006 | loss: 0.0311536 | val_loss: 0.0311708 | Time: 1592.16 ms [2021-09-28 15:38:56 main:574] : INFO : Epoch 2007 | loss: 0.0311541 | val_loss: 0.031168 | Time: 1588 ms [2021-09-28 15:38:57 main:574] : INFO : Epoch 2008 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 1255.95 ms [2021-09-28 15:38:59 main:574] : INFO : Epoch 2009 | loss: 0.0311526 | val_loss: 0.0311723 | Time: 1726.51 ms [2021-09-28 15:39:00 main:574] : INFO : Epoch 2010 | loss: 0.0311525 | val_loss: 0.0311695 | Time: 1384.5 ms [2021-09-28 15:39:02 main:574] : INFO : Epoch 2011 | loss: 0.0311506 | val_loss: 0.0311694 | Time: 1446.61 ms [2021-09-28 15:39:03 main:574] : INFO : Epoch 2012 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 1582.18 ms [2021-09-28 15:39:05 main:574] : INFO : Epoch 2013 | loss: 0.0311509 | val_loss: 0.0311785 | Time: 1258.67 ms [2021-09-28 15:39:06 main:574] : INFO : Epoch 2014 | loss: 0.0311512 | val_loss: 0.031174 | Time: 1658.09 ms [2021-09-28 15:39:08 main:574] : INFO : Epoch 2015 | loss: 0.0311531 | val_loss: 0.0311732 | Time: 1468.45 ms [2021-09-28 15:39:09 main:574] : INFO : Epoch 2016 | loss: 0.031154 | val_loss: 0.0311804 | Time: 1608.43 ms [2021-09-28 15:39:11 main:574] : INFO : Epoch 2017 | loss: 0.0311508 | val_loss: 0.0311728 | Time: 1671.88 ms [2021-09-28 15:39:13 main:574] : INFO : Epoch 2018 | loss: 0.031151 | val_loss: 0.0311697 | Time: 1287.03 ms [2021-09-28 15:39:14 main:574] : INFO : Epoch 2019 | loss: 0.0311493 | val_loss: 0.0311703 | Time: 1598.96 ms [2021-09-28 15:39:16 main:574] : INFO : Epoch 2020 | loss: 0.0311484 | val_loss: 0.0311726 | Time: 1452.85 ms [2021-09-28 15:39:17 main:574] : INFO : Epoch 2021 | loss: 0.0311483 | val_loss: 0.0311666 | Time: 1323.17 ms [2021-09-28 15:39:19 main:574] : INFO : Epoch 2022 | loss: 0.0311475 | val_loss: 0.0311706 | Time: 1698.52 ms [2021-09-28 15:39:20 main:574] : INFO : Epoch 2023 | loss: 0.0311482 | val_loss: 0.031173 | Time: 1268.34 ms [2021-09-28 15:39:22 main:574] : INFO : Epoch 2024 | loss: 0.0311505 | val_loss: 0.0311728 | Time: 1598.6 ms [2021-09-28 15:39:23 main:574] : INFO : Epoch 2025 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 1539.16 ms [2021-09-28 15:39:25 main:574] : INFO : Epoch 2026 | loss: 0.0311672 | val_loss: 0.0311717 | Time: 1361.78 ms [2021-09-28 15:39:27 main:574] : INFO : Epoch 2027 | loss: 0.031166 | val_loss: 0.0311712 | Time: 1671.4 ms [2021-09-28 15:39:28 main:574] : INFO : Epoch 2028 | loss: 0.031163 | val_loss: 0.0311706 | Time: 1318.75 ms [2021-09-28 15:39:29 main:574] : INFO : Epoch 2029 | loss: 0.0311655 | val_loss: 0.031192 | Time: 1476.67 ms [2021-09-28 15:39:31 main:574] : INFO : Epoch 2030 | loss: 0.0311673 | val_loss: 0.0311773 | Time: 1675.11 ms [2021-09-28 15:39:33 main:574] : INFO : Epoch 2031 | loss: 0.0311611 | val_loss: 0.0311662 | Time: 1247.93 ms [2021-09-28 15:39:34 main:574] : INFO : Epoch 2032 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 1629.28 ms [2021-09-28 15:39:36 main:574] : INFO : Epoch 2033 | loss: 0.0311576 | val_loss: 0.0311746 | Time: 1464.2 ms [2021-09-28 15:39:37 main:574] : INFO : Epoch 2034 | loss: 0.0311576 | val_loss: 0.031167 | Time: 1357.74 ms [2021-09-28 15:39:39 main:574] : INFO : Epoch 2035 | loss: 0.031155 | val_loss: 0.0311654 | Time: 1664.54 ms [2021-09-28 15:39:40 main:574] : INFO : Epoch 2036 | loss: 0.0311541 | val_loss: 0.0311728 | Time: 1313.35 ms [2021-09-28 15:39:42 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311691 | Time: 1564.16 ms [2021-09-28 15:39:44 main:574] : INFO : Epoch 2038 | loss: 0.0311544 | val_loss: 0.031169 | Time: 1550.2 ms [2021-09-28 15:39:45 main:574] : INFO : Epoch 2039 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 1254.07 ms [2021-09-28 15:39:47 main:574] : INFO : Epoch 2040 | loss: 0.0311564 | val_loss: 0.0311648 | Time: 1674.23 ms [2021-09-28 15:39:48 main:574] : INFO : Epoch 2041 | loss: 0.0311569 | val_loss: 0.0311676 | Time: 1451.25 ms [2021-09-28 15:39:50 main:574] : INFO : Epoch 2042 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 1390.52 ms [2021-09-28 15:39:51 main:574] : INFO : Epoch 2043 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 1631.68 ms [2021-09-28 15:39:53 main:574] : INFO : Epoch 2044 | loss: 0.0311558 | val_loss: 0.0311714 | Time: 1270.89 ms [2021-09-28 15:39:54 main:574] : INFO : Epoch 2045 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 1602.89 ms [2021-09-28 15:39:56 main:574] : INFO : Epoch 2046 | loss: 0.031154 | val_loss: 0.0311703 | Time: 1553.66 ms [2021-09-28 15:39:57 main:574] : INFO : Epoch 2047 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 1399.21 ms [2021-09-28 15:39:59 main:574] : INFO : Epoch 2048 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 1658.69 ms [2021-09-28 15:39:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686 [2021-09-28 15:39:59 main:603] : INFO : Saving end state to config to file [2021-09-28 15:39:59 main:608] : INFO : Success, exiting.. 15:39:59 (12328): 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)