Task 7715252
| Name | ParityModified-1631732451-15376-1_1 |
| Workunit | 5135757 |
| Created | 30 Sep 2021, 9:06:08 UTC |
| Sent | 30 Sep 2021, 11:33:00 UTC |
| Report deadline | 7 Oct 2021, 11:33:00 UTC |
| Received | 2 Oct 2021, 0:53:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 59 min 12 sec |
| CPU time | 59 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.40 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0-01 20:38:16 main:581] : INFO : Epoch 1538 | loss: 0.031229 | val_loss: 0.0312256 | Time: 1718.38 ms [2021-10-01 20:38:18 main:581] : INFO : Epoch 1539 | loss: 0.0312251 | val_loss: 0.0312214 | Time: 1714.82 ms [2021-10-01 20:38:20 main:581] : INFO : Epoch 1540 | loss: 0.0312205 | val_loss: 0.0312169 | Time: 1723.77 ms [2021-10-01 20:38:21 main:581] : INFO : Epoch 1541 | loss: 0.0312162 | val_loss: 0.0312133 | Time: 1722.29 ms [2021-10-01 20:38:23 main:581] : INFO : Epoch 1542 | loss: 0.0312125 | val_loss: 0.0312082 | Time: 1678 ms [2021-10-01 20:38:25 main:581] : INFO : Epoch 1543 | loss: 0.0312073 | val_loss: 0.0312032 | Time: 1727.26 ms [2021-10-01 20:38:27 main:581] : INFO : Epoch 1544 | loss: 0.0312031 | val_loss: 0.0311992 | Time: 1736.2 ms [2021-10-01 20:38:28 main:581] : INFO : Epoch 1545 | loss: 0.0311976 | val_loss: 0.0311939 | Time: 1723.68 ms [2021-10-01 20:38:30 main:581] : INFO : Epoch 1546 | loss: 0.0311931 | val_loss: 0.0311891 | Time: 1755.35 ms [2021-10-01 20:38:32 main:581] : INFO : Epoch 1547 | loss: 0.031189 | val_loss: 0.0311849 | Time: 1731.35 ms [2021-10-01 20:38:34 main:581] : INFO : Epoch 1548 | loss: 0.0311847 | val_loss: 0.0311811 | Time: 1733.34 ms [2021-10-01 20:38:35 main:581] : INFO : Epoch 1549 | loss: 0.031181 | val_loss: 0.0311777 | Time: 1773.92 ms [2021-10-01 20:38:37 main:581] : INFO : Epoch 1550 | loss: 0.0311787 | val_loss: 0.031175 | Time: 1738.32 ms [2021-10-01 20:38:39 main:581] : INFO : Epoch 1551 | loss: 0.0311763 | val_loss: 0.031173 | Time: 1731.82 ms [2021-10-01 20:38:40 main:581] : INFO : Epoch 1552 | loss: 0.0311749 | val_loss: 0.0311717 | Time: 1720.05 ms [2021-10-01 20:38:42 main:581] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.0311698 | Time: 1731.52 ms [2021-10-01 20:38:44 main:581] : INFO : Epoch 1554 | loss: 0.0311722 | val_loss: 0.031168 | Time: 1701.91 ms [2021-10-01 20:38:46 main:581] : INFO : Epoch 1555 | loss: 0.0311715 | val_loss: 0.0311708 | Time: 1727.08 ms [2021-10-01 20:38:47 main:581] : INFO : Epoch 1556 | loss: 0.0311711 | val_loss: 0.0311679 | Time: 1751.66 ms [2021-10-01 20:38:49 main:581] : INFO : Epoch 1557 | loss: 0.0311693 | val_loss: 0.0311681 | Time: 1711.85 ms [2021-10-01 20:38:51 main:581] : INFO : Epoch 1558 | loss: 0.0311687 | val_loss: 0.0311677 | Time: 1753.51 ms [2021-10-01 20:38:53 main:581] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.031171 | Time: 1693.79 ms [2021-10-01 20:38:54 main:581] : INFO : Epoch 1560 | loss: 0.0311703 | val_loss: 0.0311732 | Time: 1723.41 ms [2021-10-01 20:38:56 main:581] : INFO : Epoch 1561 | loss: 0.0311695 | val_loss: 0.03117 | Time: 1750.33 ms [2021-10-01 20:38:58 main:581] : INFO : Epoch 1562 | loss: 0.0311678 | val_loss: 0.0311662 | Time: 1732.79 ms [2021-10-01 20:39:00 main:581] : INFO : Epoch 1563 | loss: 0.0311664 | val_loss: 0.0311655 | Time: 1741.34 ms [2021-10-01 20:39:01 main:581] : INFO : Epoch 1564 | loss: 0.0311663 | val_loss: 0.0311663 | Time: 1717.19 ms [2021-10-01 20:39:03 main:581] : INFO : Epoch 1565 | loss: 0.0311667 | val_loss: 0.0311671 | Time: 1717.78 ms [2021-10-01 20:39:05 main:581] : INFO : Epoch 1566 | loss: 0.0311652 | val_loss: 0.0311661 | Time: 1699.9 ms [2021-10-01 20:39:06 main:581] : INFO : Epoch 1567 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1729.01 ms [2021-10-01 20:39:08 main:581] : INFO : Epoch 1568 | loss: 0.0311638 | val_loss: 0.0311664 | Time: 1708.1 ms [2021-10-01 20:39:10 main:581] : INFO : Epoch 1569 | loss: 0.0311633 | val_loss: 0.0311667 | Time: 1737.09 ms [2021-10-01 20:39:12 main:581] : INFO : Epoch 1570 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 1730.8 ms [2021-10-01 20:39:13 main:581] : INFO : Epoch 1571 | loss: 0.0311637 | val_loss: 0.0311665 | Time: 1702.2 ms [2021-10-01 20:39:15 main:581] : INFO : Epoch 1572 | loss: 0.0311622 | val_loss: 0.0311663 | Time: 1734.49 ms [2021-10-01 20:39:17 main:581] : INFO : Epoch 1573 | loss: 0.031163 | val_loss: 0.0311676 | Time: 1750.69 ms [2021-10-01 20:39:18 main:581] : INFO : Epoch 1574 | loss: 0.0311613 | val_loss: 0.0311655 | Time: 1699.45 ms [2021-10-01 20:39:20 main:581] : INFO : Epoch 1575 | loss: 0.0311615 | val_loss: 0.0311665 | Time: 1703.98 ms [2021-10-01 20:39:22 main:581] : INFO : Epoch 1576 | loss: 0.0311614 | val_loss: 0.0311654 | Time: 1736.05 ms [2021-10-01 20:39:24 main:581] : INFO : Epoch 1577 | loss: 0.0311599 | val_loss: 0.0311649 | Time: 1707.15 ms [2021-10-01 20:39:25 main:581] : INFO : Epoch 1578 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 1733.51 ms [2021-10-01 20:39:27 main:581] : INFO : Epoch 1579 | loss: 0.031161 | val_loss: 0.0311663 | Time: 1714.87 ms [2021-10-01 20:39:29 main:581] : INFO : Epoch 1580 | loss: 0.0311586 | val_loss: 0.0311654 | Time: 1751.59 ms [2021-10-01 20:39:31 main:581] : INFO : Epoch 1581 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 1755.27 ms [2021-10-01 20:39:32 main:581] : INFO : Epoch 1582 | loss: 0.0311577 | val_loss: 0.0311646 | Time: 1751.77 ms [2021-10-01 20:39:34 main:581] : INFO : Epoch 1583 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1702.81 ms [2021-10-01 20:39:36 main:581] : INFO : Epoch 1584 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 1729.82 ms [2021-10-01 20:39:37 main:581] : INFO : Epoch 1585 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 1721.1 ms [2021-10-01 20:39:39 main:581] : INFO : Epoch 1586 | loss: 0.0311572 | val_loss: 0.0311664 | Time: 1702.96 ms [2021-10-01 20:39:41 main:581] : INFO : Epoch 1587 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 1736.48 ms [2021-10-01 20:39:43 main:581] : INFO : Epoch 1588 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 1711.35 ms [2021-10-01 20:39:44 main:581] : INFO : Epoch 1589 | loss: 0.0311559 | val_loss: 0.0311641 | Time: 1746.67 ms [2021-10-01 20:39:46 main:581] : INFO : Epoch 1590 | loss: 0.0311563 | val_loss: 0.0311637 | Time: 1709.76 ms [2021-10-01 20:39:48 main:581] : INFO : Epoch 1591 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 1695.39 ms [2021-10-01 20:39:49 main:581] : INFO : Epoch 1592 | loss: 0.0311556 | val_loss: 0.0311632 | Time: 1724.8 ms [2021-10-01 20:39:51 main:581] : INFO : Epoch 1593 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 1701.47 ms [2021-10-01 20:39:53 main:581] : INFO : Epoch 1594 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 1742.42 ms [2021-10-01 20:39:55 main:581] : INFO : Epoch 1595 | loss: 0.0311565 | val_loss: 0.0311645 | Time: 1689.17 ms [2021-10-01 20:39:56 main:581] : INFO : Epoch 1596 | loss: 0.0311547 | val_loss: 0.0311624 | Time: 1693.13 ms [2021-10-01 20:39:58 main:581] : INFO : Epoch 1597 | loss: 0.031155 | val_loss: 0.031162 | Time: 1730.57 ms [2021-10-01 20:40:00 main:581] : INFO : Epoch 1598 | loss: 0.0311549 | val_loss: 0.0311625 | Time: 1735.54 ms [2021-10-01 20:40:01 main:581] : INFO : Epoch 1599 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 1727.46 ms [2021-10-01 20:40:03 main:581] : INFO : Epoch 1600 | loss: 0.0311577 | val_loss: 0.0311659 | Time: 1726.02 ms [2021-10-01 20:40:05 main:581] : INFO : Epoch 1601 | loss: 0.0311579 | val_loss: 0.0311641 | Time: 1708.95 ms [2021-10-01 20:40:07 main:581] : INFO : Epoch 1602 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 1743.44 ms [2021-10-01 20:40:08 main:581] : INFO : Epoch 1603 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 1724.24 ms [2021-10-01 20:40:10 main:581] : INFO : Epoch 1604 | loss: 0.0311565 | val_loss: 0.031167 | Time: 1711.18 ms [2021-10-01 20:40:12 main:581] : INFO : Epoch 1605 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 1703.6 ms [2021-10-01 20:40:14 main:581] : INFO : Epoch 1606 | loss: 0.0311559 | val_loss: 0.031166 | Time: 1703.86 ms [2021-10-01 20:40:15 main:581] : INFO : Epoch 1607 | loss: 0.0311591 | val_loss: 0.0311692 | Time: 1751.41 ms [2021-10-01 20:40:17 main:581] : INFO : Epoch 1608 | loss: 0.0311567 | val_loss: 0.0311637 | Time: 1699.34 ms [2021-10-01 20:40:19 main:581] : INFO : Epoch 1609 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 1710 ms [2021-10-01 20:40:20 main:581] : INFO : Epoch 1610 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 1736.06 ms [2021-10-01 20:40:22 main:581] : INFO : Epoch 1611 | loss: 0.031153 | val_loss: 0.0311612 | Time: 1724.89 ms [2021-10-01 20:40:24 main:581] : INFO : Epoch 1612 | loss: 0.0311532 | val_loss: 0.031163 | Time: 1709.65 ms [2021-10-01 20:40:26 main:581] : INFO : Epoch 1613 | loss: 0.0311518 | val_loss: 0.0311601 | Time: 1741.28 ms [2021-10-01 20:40:27 main:581] : INFO : Epoch 1614 | loss: 0.0311509 | val_loss: 0.0311625 | Time: 1723.12 ms [2021-10-01 20:40:29 main:581] : INFO : Epoch 1615 | loss: 0.031151 | val_loss: 0.0311614 | Time: 1738.82 ms [2021-10-01 20:40:31 main:581] : INFO : Epoch 1616 | loss: 0.031151 | val_loss: 0.0311595 | Time: 1718.71 ms [2021-10-01 20:40:33 main:581] : INFO : Epoch 1617 | loss: 0.03115 | val_loss: 0.0311602 | Time: 1728.57 ms [2021-10-01 20:40:34 main:581] : INFO : Epoch 1618 | loss: 0.0311493 | val_loss: 0.0311616 | Time: 1744.71 ms [2021-10-01 20:40:36 main:581] : INFO : Epoch 1619 | loss: 0.0311489 | val_loss: 0.0311588 | Time: 1703.73 ms [2021-10-01 20:40:38 main:581] : INFO : Epoch 1620 | loss: 0.0311495 | val_loss: 0.0311602 | Time: 1762.8 ms [2021-10-01 20:40:39 main:581] : INFO : Epoch 1621 | loss: 0.0311529 | val_loss: 0.0311595 | Time: 1749.31 ms [2021-10-01 20:40:41 main:581] : INFO : Epoch 1622 | loss: 0.0311521 | val_loss: 0.0311589 | Time: 1730.75 ms [2021-10-01 20:40:43 main:581] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311603 | Time: 1770.71 ms [2021-10-01 20:40:45 main:581] : INFO : Epoch 1624 | loss: 0.0311485 | val_loss: 0.0311604 | Time: 1702.34 ms [2021-10-01 20:40:46 main:581] : INFO : Epoch 1625 | loss: 0.0311476 | val_loss: 0.031159 | Time: 1738.74 ms [2021-10-01 20:40:48 main:581] : INFO : Epoch 1626 | loss: 0.0311495 | val_loss: 0.0311611 | Time: 1738.07 ms [2021-10-01 20:40:50 main:581] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 1727.97 ms [2021-10-01 20:40:52 main:581] : INFO : Epoch 1628 | loss: 0.0311478 | val_loss: 0.03116 | Time: 1748.3 ms [2021-10-01 20:40:53 main:581] : INFO : Epoch 1629 | loss: 0.0311474 | val_loss: 0.0311599 | Time: 1735.05 ms [2021-10-01 20:40:55 main:581] : INFO : Epoch 1630 | loss: 0.0311475 | val_loss: 0.03116 | Time: 1724.99 ms [2021-10-01 20:40:57 main:581] : INFO : Epoch 1631 | loss: 0.0311484 | val_loss: 0.0311619 | Time: 1708.35 ms [2021-10-01 20:40:59 main:581] : INFO : Epoch 1632 | loss: 0.0311479 | val_loss: 0.0311597 | Time: 1718.94 ms [2021-10-01 20:41:00 main:581] : INFO : Epoch 1633 | loss: 0.0311476 | val_loss: 0.0311615 | Time: 1702.43 ms [2021-10-01 20:41:02 main:581] : INFO : Epoch 1634 | loss: 0.031148 | val_loss: 0.0311616 | Time: 1765.75 ms [2021-10-01 20:41:04 main:581] : INFO : Epoch 1635 | loss: 0.0311465 | val_loss: 0.0311601 | Time: 1732.01 ms [2021-10-01 20:41:05 main:581] : INFO : Epoch 1636 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 1726.04 ms [2021-10-01 20:41:07 main:581] : INFO : Epoch 1637 | loss: 0.0311461 | val_loss: 0.0311596 | Time: 1761.91 ms [2021-10-01 20:41:09 main:581] : INFO : Epoch 1638 | loss: 0.0311455 | val_loss: 0.0311596 | Time: 1732.67 ms [2021-10-01 20:41:11 main:581] : INFO : Epoch 1639 | loss: 0.0311455 | val_loss: 0.0311585 | Time: 1745.69 ms [2021-10-01 20:41:12 main:581] : INFO : Epoch 1640 | loss: 0.0311462 | val_loss: 0.031159 | Time: 1719.42 ms [2021-10-01 20:41:14 main:581] : INFO : Epoch 1641 | loss: 0.0311453 | val_loss: 0.0311592 | Time: 1754.75 ms [2021-10-01 20:41:16 main:581] : INFO : Epoch 1642 | loss: 0.0311443 | val_loss: 0.0311591 | Time: 1726.98 ms [2021-10-01 20:41:18 main:581] : INFO : Epoch 1643 | loss: 0.0311466 | val_loss: 0.0311609 | Time: 1742.74 ms [2021-10-01 20:41:19 main:581] : INFO : Epoch 1644 | loss: 0.0311508 | val_loss: 0.0311589 | Time: 1717.53 ms [2021-10-01 20:41:21 main:581] : INFO : Epoch 1645 | loss: 0.0311507 | val_loss: 0.0311607 | Time: 1721.91 ms [2021-10-01 20:41:23 main:581] : INFO : Epoch 1646 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 1721.75 ms [2021-10-01 20:41:25 main:581] : INFO : Epoch 1647 | loss: 0.031148 | val_loss: 0.0311618 | Time: 1741.64 ms [2021-10-01 20:41:26 main:581] : INFO : Epoch 1648 | loss: 0.0311472 | val_loss: 0.0311614 | Time: 1745.27 ms [2021-10-01 20:41:28 main:581] : INFO : Epoch 1649 | loss: 0.0311488 | val_loss: 0.0311601 | Time: 1708.01 ms [2021-10-01 20:41:30 main:581] : INFO : Epoch 1650 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 1761.12 ms [2021-10-01 20:41:31 main:581] : INFO : Epoch 1651 | loss: 0.0311453 | val_loss: 0.0311599 | Time: 1672.09 ms [2021-10-01 20:41:33 main:581] : INFO : Epoch 1652 | loss: 0.0311447 | val_loss: 0.0311614 | Time: 1734.03 ms [2021-10-01 20:41:35 main:581] : INFO : Epoch 1653 | loss: 0.031145 | val_loss: 0.03116 | Time: 1741.25 ms [2021-10-01 20:41:37 main:581] : INFO : Epoch 1654 | loss: 0.0311451 | val_loss: 0.0311611 | Time: 1727.89 ms [2021-10-01 20:41:38 main:581] : INFO : Epoch 1655 | loss: 0.0311462 | val_loss: 0.031161 | Time: 1762.84 ms [2021-10-01 20:41:40 main:581] : INFO : Epoch 1656 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 1709.93 ms [2021-10-01 20:41:42 main:581] : INFO : Epoch 1657 | loss: 0.0311438 | val_loss: 0.0311609 | Time: 1757.65 ms [2021-10-01 20:41:44 main:581] : INFO : Epoch 1658 | loss: 0.0311432 | val_loss: 0.0311571 | Time: 1723.28 ms [2021-10-01 20:41:45 main:581] : INFO : Epoch 1659 | loss: 0.0311442 | val_loss: 0.0311617 | Time: 1726.9 ms [2021-10-01 20:41:47 main:581] : INFO : Epoch 1660 | loss: 0.031146 | val_loss: 0.0311593 | Time: 1735.56 ms [2021-10-01 20:41:49 main:581] : INFO : Epoch 1661 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 1754.08 ms [2021-10-01 20:41:51 main:581] : INFO : Epoch 1662 | loss: 0.0311473 | val_loss: 0.0311706 | Time: 1728.48 ms [2021-10-01 20:41:52 main:581] : INFO : Epoch 1663 | loss: 0.0311464 | val_loss: 0.0311669 | Time: 1711.06 ms [2021-10-01 20:41:54 main:581] : INFO : Epoch 1664 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 1759.46 ms [2021-10-01 20:41:56 main:581] : INFO : Epoch 1665 | loss: 0.031149 | val_loss: 0.0311618 | Time: 1782.12 ms [2021-10-01 20:41:58 main:581] : INFO : Epoch 1666 | loss: 0.0311532 | val_loss: 0.0311582 | Time: 1735.51 ms [2021-10-01 20:41:59 main:581] : INFO : Epoch 1667 | loss: 0.0311533 | val_loss: 0.0311564 | Time: 1730.22 ms [2021-10-01 20:42:01 main:581] : INFO : Epoch 1668 | loss: 0.0311511 | val_loss: 0.0311597 | Time: 1753.17 ms [2021-10-01 20:42:03 main:581] : INFO : Epoch 1669 | loss: 0.0311501 | val_loss: 0.0311603 | Time: 1721.41 ms [2021-10-01 20:42:04 main:581] : INFO : Epoch 1670 | loss: 0.0311501 | val_loss: 0.0311574 | Time: 1733.12 ms [2021-10-01 20:42:06 main:581] : INFO : Epoch 1671 | loss: 0.031148 | val_loss: 0.031158 | Time: 1717.8 ms [2021-10-01 20:42:08 main:581] : INFO : Epoch 1672 | loss: 0.0311492 | val_loss: 0.0311556 | Time: 1699.01 ms [2021-10-01 20:42:10 main:581] : INFO : Epoch 1673 | loss: 0.0311464 | val_loss: 0.0311578 | Time: 1731.41 ms [2021-10-01 20:42:11 main:581] : INFO : Epoch 1674 | loss: 0.0311457 | val_loss: 0.0311562 | Time: 1714.48 ms [2021-10-01 20:42:13 main:581] : INFO : Epoch 1675 | loss: 0.0311454 | val_loss: 0.0311576 | Time: 1721.9 ms [2021-10-01 20:42:15 main:581] : INFO : Epoch 1676 | loss: 0.0311471 | val_loss: 0.0311569 | Time: 1718.32 ms [2021-10-01 20:42:16 main:581] : INFO : Epoch 1677 | loss: 0.0311492 | val_loss: 0.0311562 | Time: 1727.78 ms [2021-10-01 20:42:18 main:581] : INFO : Epoch 1678 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 1725.46 ms [2021-10-01 20:42:20 main:581] : INFO : Epoch 1679 | loss: 0.0311443 | val_loss: 0.0311584 | Time: 1733.1 ms [2021-10-01 20:42:22 main:581] : INFO : Epoch 1680 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 1713.93 ms [2021-10-01 20:42:23 main:581] : INFO : Epoch 1681 | loss: 0.031143 | val_loss: 0.0311573 | Time: 1718.88 ms [2021-10-01 20:42:25 main:581] : INFO : Epoch 1682 | loss: 0.0311435 | val_loss: 0.0311595 | Time: 1737.51 ms [2021-10-01 20:42:27 main:581] : INFO : Epoch 1683 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 1743.51 ms [2021-10-01 20:42:29 main:581] : INFO : Epoch 1684 | loss: 0.0311425 | val_loss: 0.0311575 | Time: 1698.56 ms [2021-10-01 20:42:30 main:581] : INFO : Epoch 1685 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 1739.49 ms [2021-10-01 20:42:32 main:581] : INFO : Epoch 1686 | loss: 0.0311408 | val_loss: 0.0311596 | Time: 1714.4 ms [2021-10-01 20:42:34 main:581] : INFO : Epoch 1687 | loss: 0.0311435 | val_loss: 0.0311626 | Time: 1710.18 ms [2021-10-01 20:42:35 main:581] : INFO : Epoch 1688 | loss: 0.0311416 | val_loss: 0.0311621 | Time: 1722.84 ms [2021-10-01 20:42:37 main:581] : INFO : Epoch 1689 | loss: 0.0311395 | val_loss: 0.0311577 | Time: 1705.56 ms [2021-10-01 20:42:39 main:581] : INFO : Epoch 1690 | loss: 0.0311401 | val_loss: 0.0311609 | Time: 1687.71 ms [2021-10-01 20:42:41 main:581] : INFO : Epoch 1691 | loss: 0.0311395 | val_loss: 0.0311592 | Time: 1739.61 ms [2021-10-01 20:42:42 main:581] : INFO : Epoch 1692 | loss: 0.0311444 | val_loss: 0.0311637 | Time: 1711.19 ms [2021-10-01 20:42:44 main:581] : INFO : Epoch 1693 | loss: 0.0311467 | val_loss: 0.0311599 | Time: 1734.16 ms [2021-10-01 20:42:46 main:581] : INFO : Epoch 1694 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 1745.04 ms [2021-10-01 20:42:47 main:581] : INFO : Epoch 1695 | loss: 0.0311442 | val_loss: 0.031159 | Time: 1723.64 ms [2021-10-01 20:42:49 main:581] : INFO : Epoch 1696 | loss: 0.0311445 | val_loss: 0.0311559 | Time: 1717.14 ms [2021-10-01 20:42:51 main:581] : INFO : Epoch 1697 | loss: 0.0311472 | val_loss: 0.0311563 | Time: 1717 ms [2021-10-01 20:42:53 main:581] : INFO : Epoch 1698 | loss: 0.0311431 | val_loss: 0.0311562 | Time: 1741.96 ms [2021-10-01 20:42:54 main:581] : INFO : Epoch 1699 | loss: 0.0311429 | val_loss: 0.0311562 | Time: 1739.9 ms [2021-10-01 20:42:56 main:581] : INFO : Epoch 1700 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 1731.46 ms [2021-10-01 20:42:58 main:581] : INFO : Epoch 1701 | loss: 0.0311418 | val_loss: 0.031156 | Time: 1714.75 ms [2021-10-01 20:43:00 main:581] : INFO : Epoch 1702 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 1720.17 ms [2021-10-01 20:43:01 main:581] : INFO : Epoch 1703 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 1743.04 ms [2021-10-01 20:43:03 main:581] : INFO : Epoch 1704 | loss: 0.0311393 | val_loss: 0.0311589 | Time: 1713.3 ms [2021-10-01 20:43:05 main:581] : INFO : Epoch 1705 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 1702.1 ms [2021-10-01 20:43:06 main:581] : INFO : Epoch 1706 | loss: 0.0311407 | val_loss: 0.0311593 | Time: 1676.85 ms [2021-10-01 20:43:08 main:581] : INFO : Epoch 1707 | loss: 0.0311402 | val_loss: 0.0311617 | Time: 1707.12 ms [2021-10-01 20:43:10 main:581] : INFO : Epoch 1708 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1733.62 ms [2021-10-01 20:43:12 main:581] : INFO : Epoch 1709 | loss: 0.031143 | val_loss: 0.0311634 | Time: 1743.34 ms [2021-10-01 20:43:13 main:581] : INFO : Epoch 1710 | loss: 0.0311435 | val_loss: 0.0311632 | Time: 1743.92 ms [2021-10-01 20:43:15 main:581] : INFO : Epoch 1711 | loss: 0.0311459 | val_loss: 0.0311566 | Time: 1755.23 ms [2021-10-01 20:43:17 main:581] : INFO : Epoch 1712 | loss: 0.0311438 | val_loss: 0.0311592 | Time: 1714.6 ms [2021-10-01 20:43:19 main:581] : INFO : Epoch 1713 | loss: 0.0311409 | val_loss: 0.031161 | Time: 1735.42 ms [2021-10-01 20:43:20 main:581] : INFO : Epoch 1714 | loss: 0.0311395 | val_loss: 0.031157 | Time: 1735.43 ms [2021-10-01 20:43:22 main:581] : INFO : Epoch 1715 | loss: 0.0311386 | val_loss: 0.0311612 | Time: 1700.79 ms [2021-10-01 20:43:24 main:581] : INFO : Epoch 1716 | loss: 0.0311399 | val_loss: 0.0311565 | Time: 1713 ms [2021-10-01 20:43:25 main:581] : INFO : Epoch 1717 | loss: 0.0311398 | val_loss: 0.0311561 | Time: 1714.79 ms [2021-10-01 20:43:27 main:581] : INFO : Epoch 1718 | loss: 0.0311391 | val_loss: 0.0311596 | Time: 1729.62 ms [2021-10-01 20:43:29 main:581] : INFO : Epoch 1719 | loss: 0.0311406 | val_loss: 0.031162 | Time: 1744.02 ms [2021-10-01 20:43:31 main:581] : INFO : Epoch 1720 | loss: 0.0311374 | val_loss: 0.0311617 | Time: 1727.01 ms [2021-10-01 20:43:32 main:581] : INFO : Epoch 1721 | loss: 0.0311373 | val_loss: 0.0311642 | Time: 1694.82 ms [2021-10-01 20:43:34 main:581] : INFO : Epoch 1722 | loss: 0.0311374 | val_loss: 0.031159 | Time: 1732.5 ms [2021-10-01 20:43:36 main:581] : INFO : Epoch 1723 | loss: 0.031141 | val_loss: 0.0311604 | Time: 1727.56 ms [2021-10-01 20:43:38 main:581] : INFO : Epoch 1724 | loss: 0.0311402 | val_loss: 0.0311642 | Time: 1731.39 ms [2021-10-01 20:43:39 main:581] : INFO : Epoch 1725 | loss: 0.0311383 | val_loss: 0.0311646 | Time: 1762.2 ms [2021-10-01 20:43:41 main:581] : INFO : Epoch 1726 | loss: 0.0311417 | val_loss: 0.0311556 | Time: 1744.96 ms [2021-10-01 20:43:43 main:581] : INFO : Epoch 1727 | loss: 0.0311451 | val_loss: 0.0311591 | Time: 1731.07 ms [2021-10-01 20:43:44 main:581] : INFO : Epoch 1728 | loss: 0.0311425 | val_loss: 0.0311682 | Time: 1725.1 ms [2021-10-01 20:43:46 main:581] : INFO : Epoch 1729 | loss: 0.0311439 | val_loss: 0.0311618 | Time: 1699.57 ms [2021-10-01 20:43:48 main:581] : INFO : Epoch 1730 | loss: 0.0311411 | val_loss: 0.0311574 | Time: 1724.82 ms [2021-10-01 20:43:50 main:581] : INFO : Epoch 1731 | loss: 0.031141 | val_loss: 0.0311624 | Time: 1733.11 ms [2021-10-01 20:43:51 main:581] : INFO : Epoch 1732 | loss: 0.0311417 | val_loss: 0.0311647 | Time: 1745.62 ms [2021-10-01 20:43:53 main:581] : INFO : Epoch 1733 | loss: 0.0311456 | val_loss: 0.0311681 | Time: 1697.68 ms [2021-10-01 20:43:55 main:581] : INFO : Epoch 1734 | loss: 0.0311486 | val_loss: 0.0311642 | Time: 1688.67 ms [2021-10-01 20:43:56 main:581] : INFO : Epoch 1735 | loss: 0.0311506 | val_loss: 0.0311575 | Time: 1722.51 ms [2021-10-01 20:43:58 main:581] : INFO : Epoch 1736 | loss: 0.0311466 | val_loss: 0.0311545 | Time: 1724.53 ms [2021-10-01 20:44:00 main:581] : INFO : Epoch 1737 | loss: 0.0311477 | val_loss: 0.03116 | Time: 1738.17 ms [2021-10-01 20:44:02 main:581] : INFO : Epoch 1738 | loss: 0.0311443 | val_loss: 0.0311587 | Time: 1714.16 ms [2021-10-01 20:44:03 main:581] : INFO : Epoch 1739 | loss: 0.031144 | val_loss: 0.0311569 | Time: 1691.53 ms [2021-10-01 20:44:05 main:581] : INFO : Epoch 1740 | loss: 0.0311441 | val_loss: 0.0311594 | Time: 1707.42 ms [2021-10-01 20:44:07 main:581] : INFO : Epoch 1741 | loss: 0.0311454 | val_loss: 0.0311562 | Time: 1717.33 ms [2021-10-01 20:44:08 main:581] : INFO : Epoch 1742 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 1723.61 ms [2021-10-01 20:44:10 main:581] : INFO : Epoch 1743 | loss: 0.0311413 | val_loss: 0.0311575 | Time: 1716.44 ms [2021-10-01 20:44:12 main:581] : INFO : Epoch 1744 | loss: 0.031139 | val_loss: 0.0311588 | Time: 1732.26 ms [2021-10-01 20:44:14 main:581] : INFO : Epoch 1745 | loss: 0.0311438 | val_loss: 0.0311652 | Time: 1717.7 ms [2021-10-01 20:44:15 main:581] : INFO : Epoch 1746 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 1701.79 ms [2021-10-01 20:44:17 main:581] : INFO : Epoch 1747 | loss: 0.031149 | val_loss: 0.0311595 | Time: 1734.33 ms [2021-10-01 20:44:19 main:581] : INFO : Epoch 1748 | loss: 0.0311483 | val_loss: 0.0311578 | Time: 1664.62 ms [2021-10-01 20:44:20 main:581] : INFO : Epoch 1749 | loss: 0.0311492 | val_loss: 0.0311594 | Time: 1708.41 ms [2021-10-01 20:44:22 main:581] : INFO : Epoch 1750 | loss: 0.0311473 | val_loss: 0.0311613 | Time: 1714.89 ms [2021-10-01 20:44:24 main:581] : INFO : Epoch 1751 | loss: 0.0311472 | val_loss: 0.0311668 | Time: 1716.6 ms [2021-10-01 20:44:26 main:581] : INFO : Epoch 1752 | loss: 0.0311426 | val_loss: 0.0311576 | Time: 1736.88 ms [2021-10-01 20:44:27 main:581] : INFO : Epoch 1753 | loss: 0.031142 | val_loss: 0.0311578 | Time: 1723.56 ms [2021-10-01 20:44:29 main:581] : INFO : Epoch 1754 | loss: 0.031141 | val_loss: 0.0311597 | Time: 1747.91 ms [2021-10-01 20:44:31 main:581] : INFO : Epoch 1755 | loss: 0.031142 | val_loss: 0.031156 | Time: 1689.61 ms [2021-10-01 20:44:33 main:581] : INFO : Epoch 1756 | loss: 0.0311391 | val_loss: 0.0311551 | Time: 1723.17 ms [2021-10-01 20:44:34 main:581] : INFO : Epoch 1757 | loss: 0.0311397 | val_loss: 0.0311584 | Time: 1719.65 ms [2021-10-01 20:44:36 main:581] : INFO : Epoch 1758 | loss: 0.0311396 | val_loss: 0.0311569 | Time: 1700.33 ms [2021-10-01 20:44:38 main:581] : INFO : Epoch 1759 | loss: 0.0311382 | val_loss: 0.0311564 | Time: 1719.62 ms [2021-10-01 20:44:39 main:581] : INFO : Epoch 1760 | loss: 0.0311368 | val_loss: 0.031156 | Time: 1738.25 ms [2021-10-01 20:44:41 main:581] : INFO : Epoch 1761 | loss: 0.0311355 | val_loss: 0.031153 | Time: 1702.5 ms [2021-10-01 20:44:43 main:581] : INFO : Epoch 1762 | loss: 0.0311363 | val_loss: 0.0311534 | Time: 1695.77 ms [2021-10-01 20:44:45 main:581] : INFO : Epoch 1763 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 1775.79 ms [2021-10-01 20:44:46 main:581] : INFO : Epoch 1764 | loss: 0.0311344 | val_loss: 0.0311517 | Time: 1695.84 ms [2021-10-01 20:44:48 main:581] : INFO : Epoch 1765 | loss: 0.0311355 | val_loss: 0.0311577 | Time: 1725.99 ms [2021-10-01 20:44:50 main:581] : INFO : Epoch 1766 | loss: 0.0311357 | val_loss: 0.0311538 | Time: 1740.35 ms [2021-10-01 20:44:51 main:581] : INFO : Epoch 1767 | loss: 0.0311321 | val_loss: 0.0311563 | Time: 1726.34 ms [2021-10-01 20:44:53 main:581] : INFO : Epoch 1768 | loss: 0.0311301 | val_loss: 0.0311552 | Time: 1736.12 ms [2021-10-01 20:44:55 main:581] : INFO : Epoch 1769 | loss: 0.0311305 | val_loss: 0.0311573 | Time: 1732.05 ms [2021-10-01 20:44:57 main:581] : INFO : Epoch 1770 | loss: 0.0311343 | val_loss: 0.0311582 | Time: 1751.58 ms [2021-10-01 20:44:58 main:581] : INFO : Epoch 1771 | loss: 0.0311328 | val_loss: 0.0311566 | Time: 1739.25 ms [2021-10-01 20:45:00 main:581] : INFO : Epoch 1772 | loss: 0.0311373 | val_loss: 0.0311594 | Time: 1726.63 ms [2021-10-01 20:45:02 main:581] : INFO : Epoch 1773 | loss: 0.0311352 | val_loss: 0.0311555 | Time: 1708.48 ms [2021-10-01 20:45:04 main:581] : INFO : Epoch 1774 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 1687.24 ms [2021-10-01 20:45:05 main:581] : INFO : Epoch 1775 | loss: 0.0311318 | val_loss: 0.0311564 | Time: 1709.84 ms [2021-10-01 20:45:07 main:581] : INFO : Epoch 1776 | loss: 0.0311324 | val_loss: 0.0311545 | Time: 1709.33 ms [2021-10-01 20:45:09 main:581] : INFO : Epoch 1777 | loss: 0.0311292 | val_loss: 0.0311535 | Time: 1719.97 ms [2021-10-01 20:45:10 main:581] : INFO : Epoch 1778 | loss: 0.0311283 | val_loss: 0.0311625 | Time: 1736.24 ms [2021-10-01 20:45:12 main:581] : INFO : Epoch 1779 | loss: 0.0311306 | val_loss: 0.0311606 | Time: 1737.95 ms [2021-10-01 20:45:14 main:581] : INFO : Epoch 1780 | loss: 0.0311318 | val_loss: 0.0311516 | Time: 1736.18 ms [2021-10-01 20:45:16 main:581] : INFO : Epoch 1781 | loss: 0.0311305 | val_loss: 0.0311505 | Time: 1762.7 ms [2021-10-01 20:45:17 main:581] : INFO : Epoch 1782 | loss: 0.0311308 | val_loss: 0.0311565 | Time: 1713.71 ms [2021-10-01 20:45:19 main:581] : INFO : Epoch 1783 | loss: 0.0311321 | val_loss: 0.0311551 | Time: 1747.11 ms [2021-10-01 20:45:21 main:581] : INFO : Epoch 1784 | loss: 0.0311314 | val_loss: 0.031152 | Time: 1751.78 ms [2021-10-01 20:45:23 main:581] : INFO : Epoch 1785 | loss: 0.0311281 | val_loss: 0.0311531 | Time: 1711.94 ms [2021-10-01 20:45:24 main:581] : INFO : Epoch 1786 | loss: 0.0311277 | val_loss: 0.0311519 | Time: 1754.59 ms [2021-10-01 20:45:26 main:581] : INFO : Epoch 1787 | loss: 0.0311315 | val_loss: 0.0311652 | Time: 1694.94 ms [2021-10-01 20:45:28 main:581] : INFO : Epoch 1788 | loss: 0.0311345 | val_loss: 0.0311543 | Time: 1749.36 ms [2021-10-01 20:45:29 main:581] : INFO : Epoch 1789 | loss: 0.0311302 | val_loss: 0.0311594 | Time: 1691.02 ms [2021-10-01 20:45:31 main:581] : INFO : Epoch 1790 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 1718.71 ms [2021-10-01 20:45:33 main:581] : INFO : Epoch 1791 | loss: 0.0311432 | val_loss: 0.0311671 | Time: 1690.22 ms [2021-10-01 20:45:35 main:581] : INFO : Epoch 1792 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 1726.19 ms [2021-10-01 20:45:36 main:581] : INFO : Epoch 1793 | loss: 0.0311826 | val_loss: 0.03118 | Time: 1756.66 ms [2021-10-01 20:45:38 main:581] : INFO : Epoch 1794 | loss: 0.0311816 | val_loss: 0.0311778 | Time: 1723.25 ms [2021-10-01 20:45:40 main:581] : INFO : Epoch 1795 | loss: 0.0311764 | val_loss: 0.0311738 | Time: 1732.22 ms [2021-10-01 20:45:42 main:581] : INFO : Epoch 1796 | loss: 0.0311703 | val_loss: 0.0311714 | Time: 1717.73 ms [2021-10-01 20:45:43 main:581] : INFO : Epoch 1797 | loss: 0.0311686 | val_loss: 0.0311719 | Time: 1723.71 ms [2021-10-01 20:45:45 main:581] : INFO : Epoch 1798 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 1760.17 ms [2021-10-01 20:45:47 main:581] : INFO : Epoch 1799 | loss: 0.031166 | val_loss: 0.031169 | Time: 1738.52 ms [2021-10-01 20:45:49 main:581] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 1734.37 ms [2021-10-01 20:45:50 main:581] : INFO : Epoch 1801 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 1687.37 ms [2021-10-01 20:45:52 main:581] : INFO : Epoch 1802 | loss: 0.0311633 | val_loss: 0.0311738 | Time: 1734.89 ms [2021-10-01 20:45:54 main:581] : INFO : Epoch 1803 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 1723.79 ms [2021-10-01 20:45:55 main:581] : INFO : Epoch 1804 | loss: 0.0311609 | val_loss: 0.0311678 | Time: 1775.97 ms [2021-10-01 20:45:57 main:581] : INFO : Epoch 1805 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 1734.33 ms [2021-10-01 20:45:59 main:581] : INFO : Epoch 1806 | loss: 0.031161 | val_loss: 0.0311679 | Time: 1767.82 ms [2021-10-01 20:46:01 main:581] : INFO : Epoch 1807 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 1772.82 ms [2021-10-01 20:46:02 main:581] : INFO : Epoch 1808 | loss: 0.0311579 | val_loss: 0.0311677 | Time: 1736.06 ms [2021-10-01 20:46:04 main:581] : INFO : Epoch 1809 | loss: 0.0311589 | val_loss: 0.0311677 | Time: 1745.05 ms [2021-10-01 20:46:06 main:581] : INFO : Epoch 1810 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 1727.84 ms [2021-10-01 20:46:08 main:581] : INFO : Epoch 1811 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 1744.31 ms [2021-10-01 20:46:09 main:581] : INFO : Epoch 1812 | loss: 0.0311561 | val_loss: 0.0311602 | Time: 1748.5 ms [2021-10-01 20:46:11 main:581] : INFO : Epoch 1813 | loss: 0.0311588 | val_loss: 0.0311609 | Time: 1720.58 ms [2021-10-01 20:46:13 main:581] : INFO : Epoch 1814 | loss: 0.0311525 | val_loss: 0.0311614 | Time: 1747.11 ms [2021-10-01 20:46:15 main:581] : INFO : Epoch 1815 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 1731.62 ms [2021-10-01 20:46:16 main:581] : INFO : Epoch 1816 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 1736.33 ms [2021-10-01 20:46:18 main:581] : INFO : Epoch 1817 | loss: 0.0311481 | val_loss: 0.0311597 | Time: 1699.2 ms [2021-10-01 20:46:20 main:581] : INFO : Epoch 1818 | loss: 0.0311483 | val_loss: 0.0311624 | Time: 1736.28 ms [2021-10-01 20:46:21 main:581] : INFO : Epoch 1819 | loss: 0.031148 | val_loss: 0.0311623 | Time: 1697.43 ms [2021-10-01 20:46:23 main:581] : INFO : Epoch 1820 | loss: 0.031147 | val_loss: 0.0311617 | Time: 1688.39 ms [2021-10-01 20:46:25 main:581] : INFO : Epoch 1821 | loss: 0.031147 | val_loss: 0.0311641 | Time: 1729.66 ms [2021-10-01 20:46:27 main:581] : INFO : Epoch 1822 | loss: 0.0311453 | val_loss: 0.03116 | Time: 1721.16 ms [2021-10-01 20:46:28 main:581] : INFO : Epoch 1823 | loss: 0.0311457 | val_loss: 0.031168 | Time: 1725.43 ms [2021-10-01 20:46:30 main:581] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 1782.82 ms [2021-10-01 20:46:32 main:581] : INFO : Epoch 1825 | loss: 0.0311445 | val_loss: 0.031161 | Time: 1736.3 ms [2021-10-01 20:46:34 main:581] : INFO : Epoch 1826 | loss: 0.031145 | val_loss: 0.0311606 | Time: 1737.69 ms [2021-10-01 20:46:35 main:581] : INFO : Epoch 1827 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1707.44 ms [2021-10-01 20:46:37 main:581] : INFO : Epoch 1828 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1761.9 ms [2021-10-01 20:46:39 main:581] : INFO : Epoch 1829 | loss: 0.0311429 | val_loss: 0.0311622 | Time: 1733.24 ms [2021-10-01 20:46:41 main:581] : INFO : Epoch 1830 | loss: 0.0311431 | val_loss: 0.0311602 | Time: 1719.77 ms [2021-10-01 20:46:42 main:581] : INFO : Epoch 1831 | loss: 0.0311414 | val_loss: 0.03116 | Time: 1705 ms [2021-10-01 20:46:44 main:581] : INFO : Epoch 1832 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 1721.35 ms [2021-10-01 20:46:46 main:581] : INFO : Epoch 1833 | loss: 0.0311473 | val_loss: 0.031183 | Time: 1684.97 ms [2021-10-01 20:46:47 main:581] : INFO : Epoch 1834 | loss: 0.031148 | val_loss: 0.0311762 | Time: 1750.48 ms [2021-10-01 20:46:49 main:581] : INFO : Epoch 1835 | loss: 0.0311496 | val_loss: 0.0311605 | Time: 1747.19 ms [2021-10-01 20:46:51 main:581] : INFO : Epoch 1836 | loss: 0.0311443 | val_loss: 0.03116 | Time: 1732.71 ms [2021-10-01 20:46:53 main:581] : INFO : Epoch 1837 | loss: 0.0311424 | val_loss: 0.0311645 | Time: 1728.84 ms [2021-10-01 20:46:54 main:581] : INFO : Epoch 1838 | loss: 0.0311395 | val_loss: 0.031161 | Time: 1749.11 ms [2021-10-01 20:46:56 main:581] : INFO : Epoch 1839 | loss: 0.0311394 | val_loss: 0.031164 | Time: 1733.4 ms [2021-10-01 20:46:58 main:581] : INFO : Epoch 1840 | loss: 0.0311424 | val_loss: 0.031162 | Time: 1716.39 ms [2021-10-01 20:47:00 main:581] : INFO : Epoch 1841 | loss: 0.0311413 | val_loss: 0.0311635 | Time: 1725.6 ms [2021-10-01 20:47:01 main:581] : INFO : Epoch 1842 | loss: 0.0311404 | val_loss: 0.0311706 | Time: 1734.69 ms [2021-10-01 20:47:03 main:581] : INFO : Epoch 1843 | loss: 0.0311447 | val_loss: 0.0311708 | Time: 1741.47 ms [2021-10-01 20:47:05 main:581] : INFO : Epoch 1844 | loss: 0.0311423 | val_loss: 0.031169 | Time: 1721.74 ms [2021-10-01 20:47:06 main:581] : INFO : Epoch 1845 | loss: 0.0311382 | val_loss: 0.0311684 | Time: 1710.7 ms [2021-10-01 20:47:08 main:581] : INFO : Epoch 1846 | loss: 0.0311374 | val_loss: 0.0311643 | Time: 1714.98 ms [2021-10-01 20:47:10 main:581] : INFO : Epoch 1847 | loss: 0.0311378 | val_loss: 0.0311649 | Time: 1711.67 ms [2021-10-01 20:47:12 main:581] : INFO : Epoch 1848 | loss: 0.0311376 | val_loss: 0.0311626 | Time: 1704.19 ms [2021-10-01 20:47:13 main:581] : INFO : Epoch 1849 | loss: 0.0311428 | val_loss: 0.0311659 | Time: 1728.3 ms [2021-10-01 20:47:15 main:581] : INFO : Epoch 1850 | loss: 0.0311389 | val_loss: 0.0311618 | Time: 1763.94 ms [2021-10-01 20:47:17 main:581] : INFO : Epoch 1851 | loss: 0.0311404 | val_loss: 0.0311693 | Time: 1707.32 ms [2021-10-01 20:47:18 main:581] : INFO : Epoch 1852 | loss: 0.0311463 | val_loss: 0.0311644 | Time: 1709.27 ms [2021-10-01 20:47:20 main:581] : INFO : Epoch 1853 | loss: 0.0311411 | val_loss: 0.0311743 | Time: 1719.23 ms [2021-10-01 20:47:22 main:581] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311782 | Time: 1740.81 ms [2021-10-01 20:47:24 main:581] : INFO : Epoch 1855 | loss: 0.0311397 | val_loss: 0.0311631 | Time: 1730.27 ms [2021-10-01 20:47:25 main:581] : INFO : Epoch 1856 | loss: 0.0311372 | val_loss: 0.0311637 | Time: 1746.04 ms [2021-10-01 20:47:27 main:581] : INFO : Epoch 1857 | loss: 0.0311355 | val_loss: 0.0311635 | Time: 1731.19 ms [2021-10-01 20:47:29 main:581] : INFO : Epoch 1858 | loss: 0.0311342 | val_loss: 0.0311654 | Time: 1752.19 ms [2021-10-01 20:47:31 main:581] : INFO : Epoch 1859 | loss: 0.0311377 | val_loss: 0.0311656 | Time: 1723.61 ms [2021-10-01 20:47:32 main:581] : INFO : Epoch 1860 | loss: 0.0311364 | val_loss: 0.0311643 | Time: 1739.69 ms [2021-10-01 20:47:34 main:581] : INFO : Epoch 1861 | loss: 0.0311371 | val_loss: 0.0311662 | Time: 1702.28 ms [2021-10-01 20:47:36 main:581] : INFO : Epoch 1862 | loss: 0.0311393 | val_loss: 0.0311608 | Time: 1735.6 ms [2021-10-01 20:47:38 main:581] : INFO : Epoch 1863 | loss: 0.0311401 | val_loss: 0.031165 | Time: 1747.99 ms [2021-10-01 20:47:39 main:581] : INFO : Epoch 1864 | loss: 0.0311423 | val_loss: 0.0311672 | Time: 1726.14 ms [2021-10-01 20:47:41 main:581] : INFO : Epoch 1865 | loss: 0.031143 | val_loss: 0.0311675 | Time: 1714.23 ms [2021-10-01 20:47:43 main:581] : INFO : Epoch 1866 | loss: 0.0311397 | val_loss: 0.0311668 | Time: 1739.06 ms [2021-10-01 20:47:44 main:581] : INFO : Epoch 1867 | loss: 0.0311395 | val_loss: 0.0311648 | Time: 1738.41 ms [2021-10-01 20:47:46 main:581] : INFO : Epoch 1868 | loss: 0.0311403 | val_loss: 0.0311691 | Time: 1712.89 ms [2021-10-01 20:47:48 main:581] : INFO : Epoch 1869 | loss: 0.0311435 | val_loss: 0.0311637 | Time: 1721.23 ms [2021-10-01 20:47:50 main:581] : INFO : Epoch 1870 | loss: 0.0311527 | val_loss: 0.031164 | Time: 1711.56 ms [2021-10-01 20:47:51 main:581] : INFO : Epoch 1871 | loss: 0.0311499 | val_loss: 0.0311632 | Time: 1740.54 ms [2021-10-01 20:47:53 main:581] : INFO : Epoch 1872 | loss: 0.0311467 | val_loss: 0.0311625 | Time: 1721.18 ms [2021-10-01 20:47:55 main:581] : INFO : Epoch 1873 | loss: 0.0311462 | val_loss: 0.0311637 | Time: 1701.22 ms [2021-10-01 20:47:56 main:581] : INFO : Epoch 1874 | loss: 0.031155 | val_loss: 0.0311716 | Time: 1679.64 ms [2021-10-01 20:47:58 main:581] : INFO : Epoch 1875 | loss: 0.031173 | val_loss: 0.0311781 | Time: 1702.04 ms [2021-10-01 20:48:00 main:581] : INFO : Epoch 1876 | loss: 0.0311715 | val_loss: 0.0311803 | Time: 1758.61 ms [2021-10-01 20:48:02 main:581] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.0311675 | Time: 1766.65 ms [2021-10-01 20:48:03 main:581] : INFO : Epoch 1878 | loss: 0.0311668 | val_loss: 0.0311679 | Time: 1729.37 ms [2021-10-01 20:48:05 main:581] : INFO : Epoch 1879 | loss: 0.0311633 | val_loss: 0.0311692 | Time: 1694.2 ms [2021-10-01 20:48:07 main:581] : INFO : Epoch 1880 | loss: 0.0311625 | val_loss: 0.0311663 | Time: 1720.98 ms [2021-10-01 20:48:09 main:581] : INFO : Epoch 1881 | loss: 0.0311581 | val_loss: 0.0311648 | Time: 1737.54 ms [2021-10-01 20:48:10 main:581] : INFO : Epoch 1882 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 1699.35 ms [2021-10-01 20:48:12 main:581] : INFO : Epoch 1883 | loss: 0.0311566 | val_loss: 0.0311612 | Time: 1677.29 ms [2021-10-01 20:48:14 main:581] : INFO : Epoch 1884 | loss: 0.0311533 | val_loss: 0.0311597 | Time: 1722.11 ms [2021-10-01 20:48:15 main:581] : INFO : Epoch 1885 | loss: 0.0311549 | val_loss: 0.0311634 | Time: 1707.32 ms [2021-10-01 20:48:17 main:581] : INFO : Epoch 1886 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 1712.36 ms [2021-10-01 20:48:19 main:581] : INFO : Epoch 1887 | loss: 0.0311521 | val_loss: 0.0311617 | Time: 1713.27 ms [2021-10-01 20:48:21 main:581] : INFO : Epoch 1888 | loss: 0.0311513 | val_loss: 0.0311594 | Time: 1716.12 ms [2021-10-01 20:48:22 main:581] : INFO : Epoch 1889 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 1729.83 ms [2021-10-01 20:48:24 main:581] : INFO : Epoch 1890 | loss: 0.0311538 | val_loss: 0.0311629 | Time: 1696.48 ms [2021-10-01 20:48:26 main:581] : INFO : Epoch 1891 | loss: 0.0311499 | val_loss: 0.0311563 | Time: 1689.78 ms [2021-10-01 20:48:27 main:581] : INFO : Epoch 1892 | loss: 0.0311481 | val_loss: 0.0311563 | Time: 1723.86 ms [2021-10-01 20:48:29 main:581] : INFO : Epoch 1893 | loss: 0.0311495 | val_loss: 0.0311598 | Time: 1660.57 ms [2021-10-01 20:48:31 main:581] : INFO : Epoch 1894 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 1736.29 ms [2021-10-01 20:48:32 main:581] : INFO : Epoch 1895 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 1686.39 ms [2021-10-01 20:48:34 main:581] : INFO : Epoch 1896 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 1703.25 ms [2021-10-01 20:48:36 main:581] : INFO : Epoch 1897 | loss: 0.031158 | val_loss: 0.0311646 | Time: 1727.47 ms [2021-10-01 20:48:38 main:581] : INFO : Epoch 1898 | loss: 0.0311603 | val_loss: 0.0311635 | Time: 1699.33 ms [2021-10-01 20:48:39 main:581] : INFO : Epoch 1899 | loss: 0.031158 | val_loss: 0.0311616 | Time: 1724.21 ms [2021-10-01 20:48:41 main:581] : INFO : Epoch 1900 | loss: 0.0311559 | val_loss: 0.0311606 | Time: 1760.49 ms [2021-10-01 20:48:43 main:581] : INFO : Epoch 1901 | loss: 0.0311548 | val_loss: 0.0311585 | Time: 1728.62 ms [2021-10-01 20:48:45 main:581] : INFO : Epoch 1902 | loss: 0.0311516 | val_loss: 0.0311556 | Time: 1750.62 ms [2021-10-01 20:48:46 main:581] : INFO : Epoch 1903 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 1739.67 ms [2021-10-01 20:48:48 main:581] : INFO : Epoch 1904 | loss: 0.0311537 | val_loss: 0.0311557 | Time: 1722.91 ms [2021-10-01 20:48:50 main:581] : INFO : Epoch 1905 | loss: 0.0311523 | val_loss: 0.0311552 | Time: 1744.89 ms [2021-10-01 20:48:51 main:581] : INFO : Epoch 1906 | loss: 0.0311491 | val_loss: 0.0311546 | Time: 1761.72 ms [2021-10-01 20:48:53 main:581] : INFO : Epoch 1907 | loss: 0.0311483 | val_loss: 0.0311537 | Time: 1736.62 ms [2021-10-01 20:48:55 main:581] : INFO : Epoch 1908 | loss: 0.0311474 | val_loss: 0.0311554 | Time: 1736.09 ms [2021-10-01 20:48:57 main:581] : INFO : Epoch 1909 | loss: 0.0311467 | val_loss: 0.0311555 | Time: 1772.56 ms [2021-10-01 20:48:58 main:581] : INFO : Epoch 1910 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 1678.93 ms [2021-10-01 20:49:00 main:581] : INFO : Epoch 1911 | loss: 0.0311478 | val_loss: 0.031153 | Time: 1730.45 ms [2021-10-01 20:49:02 main:581] : INFO : Epoch 1912 | loss: 0.0311457 | val_loss: 0.031157 | Time: 1711.75 ms [2021-10-01 20:49:04 main:581] : INFO : Epoch 1913 | loss: 0.0311463 | val_loss: 0.0311548 | Time: 1734.05 ms [2021-10-01 20:49:05 main:581] : INFO : Epoch 1914 | loss: 0.0311464 | val_loss: 0.0311608 | Time: 1721.48 ms [2021-10-01 20:49:07 main:581] : INFO : Epoch 1915 | loss: 0.0311442 | val_loss: 0.0311539 | Time: 1704.32 ms [2021-10-01 20:49:09 main:581] : INFO : Epoch 1916 | loss: 0.0311421 | val_loss: 0.0311569 | Time: 1759.76 ms [2021-10-01 20:49:11 main:581] : INFO : Epoch 1917 | loss: 0.0311437 | val_loss: 0.0311646 | Time: 1728.06 ms [2021-10-01 20:49:12 main:581] : INFO : Epoch 1918 | loss: 0.0311498 | val_loss: 0.0311533 | Time: 1753.95 ms [2021-10-01 20:49:14 main:581] : INFO : Epoch 1919 | loss: 0.0311509 | val_loss: 0.0311575 | Time: 1719.44 ms [2021-10-01 20:49:16 main:581] : INFO : Epoch 1920 | loss: 0.0311519 | val_loss: 0.0311573 | Time: 1782.91 ms [2021-10-01 20:49:17 main:581] : INFO : Epoch 1921 | loss: 0.0311468 | val_loss: 0.0311543 | Time: 1702.74 ms [2021-10-01 20:49:19 main:581] : INFO : Epoch 1922 | loss: 0.0311448 | val_loss: 0.0311545 | Time: 1708.33 ms [2021-10-01 20:49:21 main:581] : INFO : Epoch 1923 | loss: 0.0311446 | val_loss: 0.0311542 | Time: 1735.97 ms [2021-10-01 20:49:23 main:581] : INFO : Epoch 1924 | loss: 0.0311457 | val_loss: 0.0311548 | Time: 1768.22 ms [2021-10-01 20:49:24 main:581] : INFO : Epoch 1925 | loss: 0.0311459 | val_loss: 0.0311551 | Time: 1706.81 ms [2021-10-01 20:49:26 main:581] : INFO : Epoch 1926 | loss: 0.0311449 | val_loss: 0.0311565 | Time: 1718.35 ms [2021-10-01 20:49:28 main:581] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311566 | Time: 1753.76 ms [2021-10-01 20:49:30 main:581] : INFO : Epoch 1928 | loss: 0.0311418 | val_loss: 0.0311541 | Time: 1761.72 ms [2021-10-01 20:49:31 main:581] : INFO : Epoch 1929 | loss: 0.0311422 | val_loss: 0.0311585 | Time: 1761.25 ms [2021-10-01 20:49:33 main:581] : INFO : Epoch 1930 | loss: 0.0311441 | val_loss: 0.0311513 | Time: 1725.75 ms [2021-10-01 20:49:35 main:581] : INFO : Epoch 1931 | loss: 0.031141 | val_loss: 0.0311552 | Time: 1696.81 ms [2021-10-01 20:49:37 main:581] : INFO : Epoch 1932 | loss: 0.0311398 | val_loss: 0.0311512 | Time: 1749.05 ms [2021-10-01 20:49:38 main:581] : INFO : Epoch 1933 | loss: 0.0311403 | val_loss: 0.0311531 | Time: 1703.73 ms [2021-10-01 20:49:40 main:581] : INFO : Epoch 1934 | loss: 0.0311407 | val_loss: 0.0311533 | Time: 1726.4 ms [2021-10-01 20:49:42 main:581] : INFO : Epoch 1935 | loss: 0.0311373 | val_loss: 0.0311549 | Time: 1745.53 ms [2021-10-01 20:49:44 main:581] : INFO : Epoch 1936 | loss: 0.0311382 | val_loss: 0.0311561 | Time: 1770.88 ms [2021-10-01 20:49:45 main:581] : INFO : Epoch 1937 | loss: 0.0311393 | val_loss: 0.0311565 | Time: 1727 ms [2021-10-01 20:49:47 main:581] : INFO : Epoch 1938 | loss: 0.0311391 | val_loss: 0.0311551 | Time: 1760.3 ms [2021-10-01 20:49:49 main:581] : INFO : Epoch 1939 | loss: 0.0311399 | val_loss: 0.0311591 | Time: 1763.93 ms [2021-10-01 20:49:50 main:581] : INFO : Epoch 1940 | loss: 0.0311384 | val_loss: 0.0311544 | Time: 1739.64 ms [2021-10-01 20:49:52 main:581] : INFO : Epoch 1941 | loss: 0.0311388 | val_loss: 0.0311516 | Time: 1762.72 ms [2021-10-01 20:49:54 main:581] : INFO : Epoch 1942 | loss: 0.031139 | val_loss: 0.0311514 | Time: 1739.09 ms [2021-10-01 20:49:56 main:581] : INFO : Epoch 1943 | loss: 0.0311391 | val_loss: 0.0311517 | Time: 1717.11 ms [2021-10-01 20:49:57 main:581] : INFO : Epoch 1944 | loss: 0.031137 | val_loss: 0.0311583 | Time: 1750.27 ms [2021-10-01 20:49:59 main:581] : INFO : Epoch 1945 | loss: 0.031138 | val_loss: 0.031156 | Time: 1719.18 ms [2021-10-01 20:50:01 main:581] : INFO : Epoch 1946 | loss: 0.0311385 | val_loss: 0.0311567 | Time: 1704.81 ms [2021-10-01 20:50:03 main:581] : INFO : Epoch 1947 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 1733.7 ms [2021-10-01 20:50:04 main:581] : INFO : Epoch 1948 | loss: 0.0311473 | val_loss: 0.0311529 | Time: 1767.37 ms [2021-10-01 20:50:06 main:581] : INFO : Epoch 1949 | loss: 0.031145 | val_loss: 0.0311529 | Time: 1720.37 ms [2021-10-01 20:50:08 main:581] : INFO : Epoch 1950 | loss: 0.031145 | val_loss: 0.0311549 | Time: 1745.06 ms [2021-10-01 20:50:10 main:581] : INFO : Epoch 1951 | loss: 0.0311444 | val_loss: 0.0311511 | Time: 1728.49 ms [2021-10-01 20:50:11 main:581] : INFO : Epoch 1952 | loss: 0.0311431 | val_loss: 0.0311556 | Time: 1722.69 ms [2021-10-01 20:50:13 main:581] : INFO : Epoch 1953 | loss: 0.0311395 | val_loss: 0.0311516 | Time: 1686.43 ms [2021-10-01 20:50:15 main:581] : INFO : Epoch 1954 | loss: 0.0311398 | val_loss: 0.0311548 | Time: 1701.22 ms [2021-10-01 20:50:16 main:581] : INFO : Epoch 1955 | loss: 0.0311405 | val_loss: 0.0311494 | Time: 1704.32 ms [2021-10-01 20:50:18 main:581] : INFO : Epoch 1956 | loss: 0.0311388 | val_loss: 0.0311509 | Time: 1735.07 ms [2021-10-01 20:50:20 main:581] : INFO : Epoch 1957 | loss: 0.0311399 | val_loss: 0.0311547 | Time: 1705.95 ms [2021-10-01 20:50:22 main:581] : INFO : Epoch 1958 | loss: 0.031141 | val_loss: 0.0311511 | Time: 1700.65 ms [2021-10-01 20:50:23 main:581] : INFO : Epoch 1959 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 1715.53 ms [2021-10-01 20:50:25 main:581] : INFO : Epoch 1960 | loss: 0.0311375 | val_loss: 0.0311567 | Time: 1753.57 ms [2021-10-01 20:50:27 main:581] : INFO : Epoch 1961 | loss: 0.0311428 | val_loss: 0.0311497 | Time: 1717.45 ms [2021-10-01 20:50:28 main:581] : INFO : Epoch 1962 | loss: 0.0311414 | val_loss: 0.0311482 | Time: 1720.83 ms [2021-10-01 20:50:30 main:581] : INFO : Epoch 1963 | loss: 0.0311408 | val_loss: 0.0311509 | Time: 1721.64 ms [2021-10-01 20:50:32 main:581] : INFO : Epoch 1964 | loss: 0.0311395 | val_loss: 0.0311511 | Time: 1718.4 ms [2021-10-01 20:50:34 main:581] : INFO : Epoch 1965 | loss: 0.0311406 | val_loss: 0.0311478 | Time: 1731.64 ms [2021-10-01 20:50:35 main:581] : INFO : Epoch 1966 | loss: 0.0311407 | val_loss: 0.031153 | Time: 1717.79 ms [2021-10-01 20:50:37 main:581] : INFO : Epoch 1967 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 1691.83 ms [2021-10-01 20:50:39 main:581] : INFO : Epoch 1968 | loss: 0.0311382 | val_loss: 0.0311519 | Time: 1690.24 ms [2021-10-01 20:50:40 main:581] : INFO : Epoch 1969 | loss: 0.0311345 | val_loss: 0.0311504 | Time: 1675.9 ms [2021-10-01 20:50:42 main:581] : INFO : Epoch 1970 | loss: 0.0311385 | val_loss: 0.0311486 | Time: 1725.9 ms [2021-10-01 20:50:44 main:581] : INFO : Epoch 1971 | loss: 0.0311394 | val_loss: 0.0311525 | Time: 1739.12 ms [2021-10-01 20:50:46 main:581] : INFO : Epoch 1972 | loss: 0.0311471 | val_loss: 0.0311592 | Time: 1701.62 ms [2021-10-01 20:50:47 main:581] : INFO : Epoch 1973 | loss: 0.0311492 | val_loss: 0.0311538 | Time: 1714.77 ms [2021-10-01 20:50:49 main:581] : INFO : Epoch 1974 | loss: 0.0311461 | val_loss: 0.0311515 | Time: 1727.8 ms [2021-10-01 20:50:51 main:581] : INFO : Epoch 1975 | loss: 0.0311419 | val_loss: 0.0311556 | Time: 1717.16 ms [2021-10-01 20:50:52 main:581] : INFO : Epoch 1976 | loss: 0.0311389 | val_loss: 0.0311506 | Time: 1747.37 ms [2021-10-01 20:50:54 main:581] : INFO : Epoch 1977 | loss: 0.0311383 | val_loss: 0.0311499 | Time: 1723.76 ms [2021-10-01 20:50:56 main:581] : INFO : Epoch 1978 | loss: 0.0311351 | val_loss: 0.0311521 | Time: 1731.75 ms [2021-10-01 20:50:58 main:581] : INFO : Epoch 1979 | loss: 0.0311348 | val_loss: 0.0311499 | Time: 1718.92 ms [2021-10-01 20:50:59 main:581] : INFO : Epoch 1980 | loss: 0.0311342 | val_loss: 0.0311491 | Time: 1731.99 ms [2021-10-01 20:51:01 main:581] : INFO : Epoch 1981 | loss: 0.0311348 | val_loss: 0.0311495 | Time: 1716.91 ms [2021-10-01 20:51:03 main:581] : INFO : Epoch 1982 | loss: 0.0311371 | val_loss: 0.0311645 | Time: 1730.63 ms [2021-10-01 20:51:05 main:581] : INFO : Epoch 1983 | loss: 0.03114 | val_loss: 0.0311515 | Time: 1710.68 ms [2021-10-01 20:51:06 main:581] : INFO : Epoch 1984 | loss: 0.0311371 | val_loss: 0.0311483 | Time: 1724.76 ms [2021-10-01 20:51:08 main:581] : INFO : Epoch 1985 | loss: 0.0311355 | val_loss: 0.0311501 | Time: 1736.28 ms [2021-10-01 20:51:10 main:581] : INFO : Epoch 1986 | loss: 0.0311383 | val_loss: 0.0311529 | Time: 1715.34 ms [2021-10-01 20:51:11 main:581] : INFO : Epoch 1987 | loss: 0.0311351 | val_loss: 0.0311474 | Time: 1686.55 ms [2021-10-01 20:51:13 main:581] : INFO : Epoch 1988 | loss: 0.0311365 | val_loss: 0.031154 | Time: 1721.79 ms [2021-10-01 20:51:15 main:581] : INFO : Epoch 1989 | loss: 0.0311369 | val_loss: 0.0311497 | Time: 1734.38 ms [2021-10-01 20:51:17 main:581] : INFO : Epoch 1990 | loss: 0.0311347 | val_loss: 0.0311523 | Time: 1698.63 ms [2021-10-01 20:51:18 main:581] : INFO : Epoch 1991 | loss: 0.0311337 | val_loss: 0.0311478 | Time: 1758.51 ms [2021-10-01 20:51:20 main:581] : INFO : Epoch 1992 | loss: 0.0311343 | val_loss: 0.0311559 | Time: 1723.53 ms [2021-10-01 20:51:22 main:581] : INFO : Epoch 1993 | loss: 0.031134 | val_loss: 0.0311531 | Time: 1696.84 ms [2021-10-01 20:51:23 main:581] : INFO : Epoch 1994 | loss: 0.0311356 | val_loss: 0.0311466 | Time: 1717.41 ms [2021-10-01 20:51:25 main:581] : INFO : Epoch 1995 | loss: 0.0311353 | val_loss: 0.0311498 | Time: 1711.41 ms [2021-10-01 20:51:27 main:581] : INFO : Epoch 1996 | loss: 0.0311364 | val_loss: 0.0311493 | Time: 1737.88 ms [2021-10-01 20:51:29 main:581] : INFO : Epoch 1997 | loss: 0.0311348 | val_loss: 0.03115 | Time: 1725.07 ms [2021-10-01 20:51:30 main:581] : INFO : Epoch 1998 | loss: 0.0311329 | val_loss: 0.0311482 | Time: 1731.98 ms [2021-10-01 20:51:32 main:581] : INFO : Epoch 1999 | loss: 0.0311365 | val_loss: 0.0311497 | Time: 1732.66 ms [2021-10-01 20:51:34 main:581] : INFO : Epoch 2000 | loss: 0.0311396 | val_loss: 0.0311526 | Time: 1732.47 ms [2021-10-01 20:51:36 main:581] : INFO : Epoch 2001 | loss: 0.0311401 | val_loss: 0.0311482 | Time: 1721.69 ms [2021-10-01 20:51:37 main:581] : INFO : Epoch 2002 | loss: 0.0311378 | val_loss: 0.0311481 | Time: 1763.69 ms [2021-10-01 20:51:39 main:581] : INFO : Epoch 2003 | loss: 0.031134 | val_loss: 0.0311495 | Time: 1733.3 ms [2021-10-01 20:51:41 main:581] : INFO : Epoch 2004 | loss: 0.0311328 | val_loss: 0.0311522 | Time: 1722.46 ms [2021-10-01 20:51:42 main:581] : INFO : Epoch 2005 | loss: 0.0311331 | val_loss: 0.031148 | Time: 1708.39 ms [2021-10-01 20:51:44 main:581] : INFO : Epoch 2006 | loss: 0.031134 | val_loss: 0.0311471 | Time: 1724.63 ms [2021-10-01 20:51:46 main:581] : INFO : Epoch 2007 | loss: 0.031138 | val_loss: 0.0311459 | Time: 1739.61 ms [2021-10-01 20:51:48 main:581] : INFO : Epoch 2008 | loss: 0.0311354 | val_loss: 0.0311475 | Time: 1716.51 ms [2021-10-01 20:51:49 main:581] : INFO : Epoch 2009 | loss: 0.0311361 | val_loss: 0.0311468 | Time: 1719.33 ms [2021-10-01 20:51:51 main:581] : INFO : Epoch 2010 | loss: 0.0311317 | val_loss: 0.0311452 | Time: 1720.27 ms [2021-10-01 20:51:53 main:581] : INFO : Epoch 2011 | loss: 0.03113 | val_loss: 0.0311483 | Time: 1760.87 ms [2021-10-01 20:51:55 main:581] : INFO : Epoch 2012 | loss: 0.0311281 | val_loss: 0.031147 | Time: 1727.03 ms [2021-10-01 20:51:56 main:581] : INFO : Epoch 2013 | loss: 0.031131 | val_loss: 0.0311482 | Time: 1705.53 ms [2021-10-01 20:51:58 main:581] : INFO : Epoch 2014 | loss: 0.0311283 | val_loss: 0.0311482 | Time: 1689 ms [2021-10-01 20:52:00 main:581] : INFO : Epoch 2015 | loss: 0.0311302 | val_loss: 0.0311522 | Time: 1708.79 ms [2021-10-01 20:52:01 main:581] : INFO : Epoch 2016 | loss: 0.0311375 | val_loss: 0.0311526 | Time: 1717.82 ms [2021-10-01 20:52:03 main:581] : INFO : Epoch 2017 | loss: 0.0311336 | val_loss: 0.0311473 | Time: 1702.28 ms [2021-10-01 20:52:05 main:581] : INFO : Epoch 2018 | loss: 0.0311317 | val_loss: 0.0311534 | Time: 1716.81 ms [2021-10-01 20:52:07 main:581] : INFO : Epoch 2019 | loss: 0.031136 | val_loss: 0.0311536 | Time: 1731.47 ms [2021-10-01 20:52:08 main:581] : INFO : Epoch 2020 | loss: 0.0311384 | val_loss: 0.031157 | Time: 1692.5 ms [2021-10-01 20:52:10 main:581] : INFO : Epoch 2021 | loss: 0.0311383 | val_loss: 0.0311509 | Time: 1699.93 ms [2021-10-01 20:52:12 main:581] : INFO : Epoch 2022 | loss: 0.0311381 | val_loss: 0.031151 | Time: 1697.97 ms [2021-10-01 20:52:13 main:581] : INFO : Epoch 2023 | loss: 0.0311381 | val_loss: 0.0311497 | Time: 1729.86 ms [2021-10-01 20:52:15 main:581] : INFO : Epoch 2024 | loss: 0.0311384 | val_loss: 0.0311533 | Time: 1719 ms [2021-10-01 20:52:17 main:581] : INFO : Epoch 2025 | loss: 0.0311447 | val_loss: 0.0311553 | Time: 1688.66 ms [2021-10-01 20:52:19 main:581] : INFO : Epoch 2026 | loss: 0.0311441 | val_loss: 0.0311522 | Time: 1693.78 ms [2021-10-01 20:52:20 main:581] : INFO : Epoch 2027 | loss: 0.0311391 | val_loss: 0.0311494 | Time: 1720.8 ms [2021-10-01 20:52:22 main:581] : INFO : Epoch 2028 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 1699.21 ms [2021-10-01 20:52:24 main:581] : INFO : Epoch 2029 | loss: 0.031135 | val_loss: 0.0311509 | Time: 1756.01 ms [2021-10-01 20:52:25 main:581] : INFO : Epoch 2030 | loss: 0.0311333 | val_loss: 0.0311584 | Time: 1709.96 ms [2021-10-01 20:52:27 main:581] : INFO : Epoch 2031 | loss: 0.0311336 | val_loss: 0.0311531 | Time: 1718.59 ms [2021-10-01 20:52:29 main:581] : INFO : Epoch 2032 | loss: 0.0311315 | val_loss: 0.0311513 | Time: 1709.71 ms [2021-10-01 20:52:31 main:581] : INFO : Epoch 2033 | loss: 0.0311295 | val_loss: 0.0311576 | Time: 1700.69 ms [2021-10-01 20:52:32 main:581] : INFO : Epoch 2034 | loss: 0.0311313 | val_loss: 0.0311569 | Time: 1705.84 ms [2021-10-01 20:52:34 main:581] : INFO : Epoch 2035 | loss: 0.0311318 | val_loss: 0.031152 | Time: 1728.11 ms [2021-10-01 20:52:36 main:581] : INFO : Epoch 2036 | loss: 0.0311324 | val_loss: 0.0311504 | Time: 1702.9 ms [2021-10-01 20:52:37 main:581] : INFO : Epoch 2037 | loss: 0.0311311 | val_loss: 0.0311517 | Time: 1728.86 ms [2021-10-01 20:52:39 main:581] : INFO : Epoch 2038 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 1714.41 ms [2021-10-01 20:52:41 main:581] : INFO : Epoch 2039 | loss: 0.0311308 | val_loss: 0.0311553 | Time: 1722.55 ms [2021-10-01 20:52:43 main:581] : INFO : Epoch 2040 | loss: 0.0311325 | val_loss: 0.0311551 | Time: 1699.81 ms [2021-10-01 20:52:44 main:581] : INFO : Epoch 2041 | loss: 0.0311311 | val_loss: 0.0311481 | Time: 1690.05 ms [2021-10-01 20:52:46 main:581] : INFO : Epoch 2042 | loss: 0.0311301 | val_loss: 0.0311515 | Time: 1738.43 ms [2021-10-01 20:52:48 main:581] : INFO : Epoch 2043 | loss: 0.0311319 | val_loss: 0.0311559 | Time: 1749.65 ms [2021-10-01 20:52:49 main:581] : INFO : Epoch 2044 | loss: 0.0311288 | val_loss: 0.0311511 | Time: 1700.98 ms [2021-10-01 20:52:51 main:581] : INFO : Epoch 2045 | loss: 0.0311313 | val_loss: 0.0311529 | Time: 1710.63 ms [2021-10-01 20:52:53 main:581] : INFO : Epoch 2046 | loss: 0.0311293 | val_loss: 0.0311488 | Time: 1712.93 ms [2021-10-01 20:52:55 main:581] : INFO : Epoch 2047 | loss: 0.0311295 | val_loss: 0.0311497 | Time: 1711.83 ms [2021-10-01 20:52:56 main:581] : INFO : Epoch 2048 | loss: 0.0311276 | val_loss: 0.0311501 | Time: 1713.92 ms [2021-10-01 20:52:56 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311501 [2021-10-01 20:52:56 main:610] : INFO : Saving end state to config to file [2021-10-01 20:52:56 main:615] : INFO : Success, exiting.. 20:52:56 (3939966): 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)