Task 14597603
| Name | ParityModified-1647041963-6725-3-0_1 |
| Workunit | 11618121 |
| Created | 11 Apr 2022, 20:27:03 UTC |
| Sent | 11 Apr 2022, 20:27:11 UTC |
| Report deadline | 19 Apr 2022, 20:27:11 UTC |
| Received | 12 Apr 2022, 0:17:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14482 |
| Run time | 53 min 18 sec |
| CPU time | 53 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,471.81 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 1948.75 ms [2022-04-12 02:04:06 main:581] : INFO : Epoch 1538 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 1648.72 ms [2022-04-12 02:04:08 main:581] : INFO : Epoch 1539 | loss: 0.0311721 | val_loss: 0.031179 | Time: 1516.32 ms [2022-04-12 02:04:09 main:581] : INFO : Epoch 1540 | loss: 0.0311759 | val_loss: 0.0311786 | Time: 1493 ms [2022-04-12 02:04:11 main:581] : INFO : Epoch 1541 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 1598.09 ms [2022-04-12 02:04:13 main:581] : INFO : Epoch 1542 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 1492.42 ms [2022-04-12 02:04:14 main:581] : INFO : Epoch 1543 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 1623.63 ms [2022-04-12 02:04:16 main:581] : INFO : Epoch 1544 | loss: 0.0311733 | val_loss: 0.0311773 | Time: 1490.14 ms [2022-04-12 02:04:17 main:581] : INFO : Epoch 1545 | loss: 0.0311734 | val_loss: 0.0311789 | Time: 1511.52 ms [2022-04-12 02:04:19 main:581] : INFO : Epoch 1546 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 1489.3 ms [2022-04-12 02:04:20 main:581] : INFO : Epoch 1547 | loss: 0.0311746 | val_loss: 0.0311779 | Time: 1496.15 ms [2022-04-12 02:04:22 main:581] : INFO : Epoch 1548 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 1520.08 ms [2022-04-12 02:04:23 main:581] : INFO : Epoch 1549 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1490.68 ms [2022-04-12 02:04:25 main:581] : INFO : Epoch 1550 | loss: 0.0311715 | val_loss: 0.0311794 | Time: 1492.38 ms [2022-04-12 02:04:26 main:581] : INFO : Epoch 1551 | loss: 0.0311724 | val_loss: 0.0311803 | Time: 1491.01 ms [2022-04-12 02:04:28 main:581] : INFO : Epoch 1552 | loss: 0.031173 | val_loss: 0.0311818 | Time: 1497.76 ms [2022-04-12 02:04:29 main:581] : INFO : Epoch 1553 | loss: 0.0311725 | val_loss: 0.0311802 | Time: 1498.48 ms [2022-04-12 02:04:31 main:581] : INFO : Epoch 1554 | loss: 0.0311713 | val_loss: 0.0311797 | Time: 1599.04 ms [2022-04-12 02:04:32 main:581] : INFO : Epoch 1555 | loss: 0.0311723 | val_loss: 0.0311807 | Time: 1494.27 ms [2022-04-12 02:04:34 main:581] : INFO : Epoch 1556 | loss: 0.0311717 | val_loss: 0.0311799 | Time: 1494.37 ms [2022-04-12 02:04:35 main:581] : INFO : Epoch 1557 | loss: 0.0311705 | val_loss: 0.031179 | Time: 1498.97 ms [2022-04-12 02:04:37 main:581] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.0311798 | Time: 1524.96 ms [2022-04-12 02:04:39 main:581] : INFO : Epoch 1559 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 1899.4 ms [2022-04-12 02:04:41 main:581] : INFO : Epoch 1560 | loss: 0.0311704 | val_loss: 0.031181 | Time: 1829.95 ms [2022-04-12 02:04:42 main:581] : INFO : Epoch 1561 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 1512.07 ms [2022-04-12 02:04:44 main:581] : INFO : Epoch 1562 | loss: 0.0311752 | val_loss: 0.0311805 | Time: 1701.46 ms [2022-04-12 02:04:46 main:581] : INFO : Epoch 1563 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 2033.57 ms [2022-04-12 02:04:47 main:581] : INFO : Epoch 1564 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 1597.32 ms [2022-04-12 02:04:49 main:581] : INFO : Epoch 1565 | loss: 0.03117 | val_loss: 0.0311813 | Time: 1645.68 ms [2022-04-12 02:04:51 main:581] : INFO : Epoch 1566 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1547 ms [2022-04-12 02:04:52 main:581] : INFO : Epoch 1567 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 1493.88 ms [2022-04-12 02:04:54 main:581] : INFO : Epoch 1568 | loss: 0.0311711 | val_loss: 0.0311829 | Time: 1486.97 ms [2022-04-12 02:04:55 main:581] : INFO : Epoch 1569 | loss: 0.0311716 | val_loss: 0.0311807 | Time: 1639.6 ms [2022-04-12 02:04:57 main:581] : INFO : Epoch 1570 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 1508.32 ms [2022-04-12 02:04:58 main:581] : INFO : Epoch 1571 | loss: 0.0311707 | val_loss: 0.0311822 | Time: 1571.96 ms [2022-04-12 02:05:00 main:581] : INFO : Epoch 1572 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 1948.32 ms [2022-04-12 02:05:02 main:581] : INFO : Epoch 1573 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 1627.95 ms [2022-04-12 02:05:03 main:581] : INFO : Epoch 1574 | loss: 0.031172 | val_loss: 0.0311814 | Time: 1533.29 ms [2022-04-12 02:05:05 main:581] : INFO : Epoch 1575 | loss: 0.0311738 | val_loss: 0.0311824 | Time: 1494.88 ms [2022-04-12 02:05:06 main:581] : INFO : Epoch 1576 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1598.87 ms [2022-04-12 02:05:08 main:581] : INFO : Epoch 1577 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 1591.37 ms [2022-04-12 02:05:10 main:581] : INFO : Epoch 1578 | loss: 0.0311719 | val_loss: 0.031181 | Time: 1552.02 ms [2022-04-12 02:05:11 main:581] : INFO : Epoch 1579 | loss: 0.031174 | val_loss: 0.0311855 | Time: 1559.36 ms [2022-04-12 02:05:13 main:581] : INFO : Epoch 1580 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 1525.52 ms [2022-04-12 02:05:14 main:581] : INFO : Epoch 1581 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 1495.62 ms [2022-04-12 02:05:16 main:581] : INFO : Epoch 1582 | loss: 0.03117 | val_loss: 0.0311801 | Time: 1497.1 ms [2022-04-12 02:05:17 main:581] : INFO : Epoch 1583 | loss: 0.0311693 | val_loss: 0.0311783 | Time: 1495.33 ms [2022-04-12 02:05:19 main:581] : INFO : Epoch 1584 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 1492.48 ms [2022-04-12 02:05:20 main:581] : INFO : Epoch 1585 | loss: 0.0311698 | val_loss: 0.0311789 | Time: 1495.54 ms [2022-04-12 02:05:22 main:581] : INFO : Epoch 1586 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 1495.5 ms [2022-04-12 02:05:23 main:581] : INFO : Epoch 1587 | loss: 0.0311687 | val_loss: 0.0311819 | Time: 1695.44 ms [2022-04-12 02:05:25 main:581] : INFO : Epoch 1588 | loss: 0.0311696 | val_loss: 0.0311795 | Time: 1639.83 ms [2022-04-12 02:05:26 main:581] : INFO : Epoch 1589 | loss: 0.0311678 | val_loss: 0.0311807 | Time: 1496.04 ms [2022-04-12 02:05:28 main:581] : INFO : Epoch 1590 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 1491.91 ms [2022-04-12 02:05:29 main:581] : INFO : Epoch 1591 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 1490.46 ms [2022-04-12 02:05:31 main:581] : INFO : Epoch 1592 | loss: 0.0311687 | val_loss: 0.0311779 | Time: 1493.22 ms [2022-04-12 02:05:33 main:581] : INFO : Epoch 1593 | loss: 0.0311671 | val_loss: 0.0311804 | Time: 1633.35 ms [2022-04-12 02:05:34 main:581] : INFO : Epoch 1594 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 1495.62 ms [2022-04-12 02:05:36 main:581] : INFO : Epoch 1595 | loss: 0.0311682 | val_loss: 0.0311805 | Time: 1496.34 ms [2022-04-12 02:05:37 main:581] : INFO : Epoch 1596 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 1572.44 ms [2022-04-12 02:05:39 main:581] : INFO : Epoch 1597 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 1491.2 ms [2022-04-12 02:05:40 main:581] : INFO : Epoch 1598 | loss: 0.0311665 | val_loss: 0.0311788 | Time: 1490.24 ms [2022-04-12 02:05:42 main:581] : INFO : Epoch 1599 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 1510.67 ms [2022-04-12 02:05:44 main:581] : INFO : Epoch 1600 | loss: 0.0311708 | val_loss: 0.031179 | Time: 1886.62 ms [2022-04-12 02:05:45 main:581] : INFO : Epoch 1601 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 1488.67 ms [2022-04-12 02:05:47 main:581] : INFO : Epoch 1602 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 1496.7 ms [2022-04-12 02:05:48 main:581] : INFO : Epoch 1603 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1490.69 ms [2022-04-12 02:05:50 main:581] : INFO : Epoch 1604 | loss: 0.0311669 | val_loss: 0.0311793 | Time: 1489.47 ms [2022-04-12 02:05:51 main:581] : INFO : Epoch 1605 | loss: 0.0311669 | val_loss: 0.031178 | Time: 1489.29 ms [2022-04-12 02:05:52 main:581] : INFO : Epoch 1606 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 1489.4 ms [2022-04-12 02:05:54 main:581] : INFO : Epoch 1607 | loss: 0.0311655 | val_loss: 0.0311779 | Time: 1490.95 ms [2022-04-12 02:05:55 main:581] : INFO : Epoch 1608 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1489.02 ms [2022-04-12 02:05:57 main:581] : INFO : Epoch 1609 | loss: 0.031168 | val_loss: 0.0311791 | Time: 1612.6 ms [2022-04-12 02:05:59 main:581] : INFO : Epoch 1610 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 1505.46 ms [2022-04-12 02:06:00 main:581] : INFO : Epoch 1611 | loss: 0.0311685 | val_loss: 0.0311774 | Time: 1487.45 ms [2022-04-12 02:06:02 main:581] : INFO : Epoch 1612 | loss: 0.0311668 | val_loss: 0.0311821 | Time: 1489.29 ms [2022-04-12 02:06:03 main:581] : INFO : Epoch 1613 | loss: 0.0311674 | val_loss: 0.0311778 | Time: 1606.14 ms [2022-04-12 02:06:05 main:581] : INFO : Epoch 1614 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 1812.96 ms [2022-04-12 02:06:06 main:581] : INFO : Epoch 1615 | loss: 0.031168 | val_loss: 0.0311792 | Time: 1491.65 ms [2022-04-12 02:06:08 main:581] : INFO : Epoch 1616 | loss: 0.031167 | val_loss: 0.0311793 | Time: 1492.87 ms [2022-04-12 02:06:09 main:581] : INFO : Epoch 1617 | loss: 0.031167 | val_loss: 0.03118 | Time: 1490.9 ms [2022-04-12 02:06:11 main:581] : INFO : Epoch 1618 | loss: 0.0311678 | val_loss: 0.0311806 | Time: 1493.24 ms [2022-04-12 02:06:12 main:581] : INFO : Epoch 1619 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 1491.98 ms [2022-04-12 02:06:14 main:581] : INFO : Epoch 1620 | loss: 0.031167 | val_loss: 0.0311785 | Time: 1489.33 ms [2022-04-12 02:06:15 main:581] : INFO : Epoch 1621 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 1489.88 ms [2022-04-12 02:06:17 main:581] : INFO : Epoch 1622 | loss: 0.0311673 | val_loss: 0.0311826 | Time: 1536.05 ms [2022-04-12 02:06:18 main:581] : INFO : Epoch 1623 | loss: 0.0311678 | val_loss: 0.0311808 | Time: 1493.25 ms [2022-04-12 02:06:20 main:581] : INFO : Epoch 1624 | loss: 0.0311672 | val_loss: 0.0311835 | Time: 1496.09 ms [2022-04-12 02:06:21 main:581] : INFO : Epoch 1625 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 1493.75 ms [2022-04-12 02:06:23 main:581] : INFO : Epoch 1626 | loss: 0.0311705 | val_loss: 0.0311821 | Time: 1490.96 ms [2022-04-12 02:06:24 main:581] : INFO : Epoch 1627 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 1490.84 ms [2022-04-12 02:06:26 main:581] : INFO : Epoch 1628 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 1489.67 ms [2022-04-12 02:06:27 main:581] : INFO : Epoch 1629 | loss: 0.0311719 | val_loss: 0.0311796 | Time: 1490.02 ms [2022-04-12 02:06:29 main:581] : INFO : Epoch 1630 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 1490.53 ms [2022-04-12 02:06:30 main:581] : INFO : Epoch 1631 | loss: 0.0311682 | val_loss: 0.0311788 | Time: 1486.54 ms [2022-04-12 02:06:32 main:581] : INFO : Epoch 1632 | loss: 0.0311674 | val_loss: 0.0311796 | Time: 1486.77 ms [2022-04-12 02:06:33 main:581] : INFO : Epoch 1633 | loss: 0.0311676 | val_loss: 0.0311796 | Time: 1488.73 ms [2022-04-12 02:06:35 main:581] : INFO : Epoch 1634 | loss: 0.0311676 | val_loss: 0.0311794 | Time: 1495.63 ms [2022-04-12 02:06:36 main:581] : INFO : Epoch 1635 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 1530.58 ms [2022-04-12 02:06:38 main:581] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.03118 | Time: 1601.92 ms [2022-04-12 02:06:39 main:581] : INFO : Epoch 1637 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 1504.26 ms [2022-04-12 02:06:41 main:581] : INFO : Epoch 1638 | loss: 0.0311674 | val_loss: 0.0311799 | Time: 1490.7 ms [2022-04-12 02:06:42 main:581] : INFO : Epoch 1639 | loss: 0.0311674 | val_loss: 0.0311802 | Time: 1486.74 ms [2022-04-12 02:06:44 main:581] : INFO : Epoch 1640 | loss: 0.0311675 | val_loss: 0.0311783 | Time: 1932.61 ms [2022-04-12 02:06:46 main:581] : INFO : Epoch 1641 | loss: 0.031167 | val_loss: 0.0311793 | Time: 1487.9 ms [2022-04-12 02:06:47 main:581] : INFO : Epoch 1642 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 1526.99 ms [2022-04-12 02:06:49 main:581] : INFO : Epoch 1643 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 1545.75 ms [2022-04-12 02:06:50 main:581] : INFO : Epoch 1644 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 1524.66 ms [2022-04-12 02:06:52 main:581] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311797 | Time: 1497.12 ms [2022-04-12 02:06:53 main:581] : INFO : Epoch 1646 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 1499.19 ms [2022-04-12 02:06:55 main:581] : INFO : Epoch 1647 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 1492.11 ms [2022-04-12 02:06:56 main:581] : INFO : Epoch 1648 | loss: 0.0311665 | val_loss: 0.0311782 | Time: 1491.47 ms [2022-04-12 02:06:58 main:581] : INFO : Epoch 1649 | loss: 0.0311655 | val_loss: 0.0311796 | Time: 2001.72 ms [2022-04-12 02:07:00 main:581] : INFO : Epoch 1650 | loss: 0.0311674 | val_loss: 0.0311794 | Time: 1493.79 ms [2022-04-12 02:07:01 main:581] : INFO : Epoch 1651 | loss: 0.0311674 | val_loss: 0.0311813 | Time: 1494.65 ms [2022-04-12 02:07:03 main:581] : INFO : Epoch 1652 | loss: 0.0311656 | val_loss: 0.0311796 | Time: 1488.17 ms [2022-04-12 02:07:04 main:581] : INFO : Epoch 1653 | loss: 0.0311666 | val_loss: 0.031179 | Time: 1489.38 ms [2022-04-12 02:07:06 main:581] : INFO : Epoch 1654 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1490.94 ms [2022-04-12 02:07:08 main:581] : INFO : Epoch 1655 | loss: 0.0311672 | val_loss: 0.0311781 | Time: 1619.83 ms [2022-04-12 02:07:09 main:581] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 1492.68 ms [2022-04-12 02:07:11 main:581] : INFO : Epoch 1657 | loss: 0.031168 | val_loss: 0.0311782 | Time: 1564.91 ms [2022-04-12 02:07:12 main:581] : INFO : Epoch 1658 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 1504.76 ms [2022-04-12 02:07:14 main:581] : INFO : Epoch 1659 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 1495.67 ms [2022-04-12 02:07:15 main:581] : INFO : Epoch 1660 | loss: 0.031167 | val_loss: 0.0311815 | Time: 1501.61 ms [2022-04-12 02:07:17 main:581] : INFO : Epoch 1661 | loss: 0.031167 | val_loss: 0.0311803 | Time: 1501.46 ms [2022-04-12 02:07:18 main:581] : INFO : Epoch 1662 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 1502.64 ms [2022-04-12 02:07:20 main:581] : INFO : Epoch 1663 | loss: 0.0311665 | val_loss: 0.0311805 | Time: 1665.04 ms [2022-04-12 02:07:21 main:581] : INFO : Epoch 1664 | loss: 0.031167 | val_loss: 0.0311783 | Time: 1501.49 ms [2022-04-12 02:07:23 main:581] : INFO : Epoch 1665 | loss: 0.0311667 | val_loss: 0.0311782 | Time: 1729.03 ms [2022-04-12 02:07:25 main:581] : INFO : Epoch 1666 | loss: 0.0311654 | val_loss: 0.031179 | Time: 1628.9 ms [2022-04-12 02:07:26 main:581] : INFO : Epoch 1667 | loss: 0.0311647 | val_loss: 0.031181 | Time: 1615.36 ms [2022-04-12 02:07:28 main:581] : INFO : Epoch 1668 | loss: 0.0311674 | val_loss: 0.0311819 | Time: 1578.09 ms [2022-04-12 02:07:29 main:581] : INFO : Epoch 1669 | loss: 0.0311686 | val_loss: 0.0311871 | Time: 1530.58 ms [2022-04-12 02:07:31 main:581] : INFO : Epoch 1670 | loss: 0.0311686 | val_loss: 0.0311804 | Time: 1503.22 ms [2022-04-12 02:07:32 main:581] : INFO : Epoch 1671 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 1495.05 ms [2022-04-12 02:07:34 main:581] : INFO : Epoch 1672 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 1493.44 ms [2022-04-12 02:07:35 main:581] : INFO : Epoch 1673 | loss: 0.0311649 | val_loss: 0.0311796 | Time: 1495.72 ms [2022-04-12 02:07:37 main:581] : INFO : Epoch 1674 | loss: 0.0311689 | val_loss: 0.0311823 | Time: 1497.33 ms [2022-04-12 02:07:38 main:581] : INFO : Epoch 1675 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 1493.97 ms [2022-04-12 02:07:40 main:581] : INFO : Epoch 1676 | loss: 0.03117 | val_loss: 0.0311812 | Time: 1488.87 ms [2022-04-12 02:07:41 main:581] : INFO : Epoch 1677 | loss: 0.031171 | val_loss: 0.0311828 | Time: 1492.99 ms [2022-04-12 02:07:43 main:581] : INFO : Epoch 1678 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1493.64 ms [2022-04-12 02:07:44 main:581] : INFO : Epoch 1679 | loss: 0.031168 | val_loss: 0.03118 | Time: 1497.16 ms [2022-04-12 02:07:46 main:581] : INFO : Epoch 1680 | loss: 0.031166 | val_loss: 0.031177 | Time: 1491.32 ms [2022-04-12 02:07:48 main:581] : INFO : Epoch 1681 | loss: 0.0311677 | val_loss: 0.0311778 | Time: 1898.98 ms [2022-04-12 02:07:49 main:581] : INFO : Epoch 1682 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 1490.89 ms [2022-04-12 02:07:51 main:581] : INFO : Epoch 1683 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 1491.48 ms [2022-04-12 02:07:52 main:581] : INFO : Epoch 1684 | loss: 0.0311662 | val_loss: 0.0311832 | Time: 1493.22 ms [2022-04-12 02:07:54 main:581] : INFO : Epoch 1685 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 1552.87 ms [2022-04-12 02:07:55 main:581] : INFO : Epoch 1686 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 1570.82 ms [2022-04-12 02:07:57 main:581] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 1497.16 ms [2022-04-12 02:07:58 main:581] : INFO : Epoch 1688 | loss: 0.0311671 | val_loss: 0.0311813 | Time: 1504.47 ms [2022-04-12 02:08:00 main:581] : INFO : Epoch 1689 | loss: 0.0311675 | val_loss: 0.0311795 | Time: 1498.38 ms [2022-04-12 02:08:01 main:581] : INFO : Epoch 1690 | loss: 0.0311695 | val_loss: 0.0311799 | Time: 1503.04 ms [2022-04-12 02:08:03 main:581] : INFO : Epoch 1691 | loss: 0.03117 | val_loss: 0.0311785 | Time: 1499 ms [2022-04-12 02:08:04 main:581] : INFO : Epoch 1692 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 1506.75 ms [2022-04-12 02:08:06 main:581] : INFO : Epoch 1693 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 1493.68 ms [2022-04-12 02:08:07 main:581] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 1492.8 ms [2022-04-12 02:08:09 main:581] : INFO : Epoch 1695 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 1619.71 ms [2022-04-12 02:08:10 main:581] : INFO : Epoch 1696 | loss: 0.0311708 | val_loss: 0.0311796 | Time: 1494.64 ms [2022-04-12 02:08:12 main:581] : INFO : Epoch 1697 | loss: 0.0311709 | val_loss: 0.0311779 | Time: 1498.48 ms [2022-04-12 02:08:13 main:581] : INFO : Epoch 1698 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1496.44 ms [2022-04-12 02:08:15 main:581] : INFO : Epoch 1699 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 1748.05 ms [2022-04-12 02:08:17 main:581] : INFO : Epoch 1700 | loss: 0.031167 | val_loss: 0.0311774 | Time: 1490.87 ms [2022-04-12 02:08:18 main:581] : INFO : Epoch 1701 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 1494.13 ms [2022-04-12 02:08:20 main:581] : INFO : Epoch 1702 | loss: 0.0311679 | val_loss: 0.0311795 | Time: 1492.06 ms [2022-04-12 02:08:21 main:581] : INFO : Epoch 1703 | loss: 0.0311684 | val_loss: 0.031181 | Time: 1495.8 ms [2022-04-12 02:08:23 main:581] : INFO : Epoch 1704 | loss: 0.0311681 | val_loss: 0.0311802 | Time: 1504.96 ms [2022-04-12 02:08:24 main:581] : INFO : Epoch 1705 | loss: 0.0311671 | val_loss: 0.0311795 | Time: 1611.43 ms [2022-04-12 02:08:26 main:581] : INFO : Epoch 1706 | loss: 0.031168 | val_loss: 0.0311789 | Time: 1519.27 ms [2022-04-12 02:08:27 main:581] : INFO : Epoch 1707 | loss: 0.0311671 | val_loss: 0.0311789 | Time: 1494.46 ms [2022-04-12 02:08:29 main:581] : INFO : Epoch 1708 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 1489.02 ms [2022-04-12 02:08:31 main:581] : INFO : Epoch 1709 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 1827.87 ms [2022-04-12 02:08:32 main:581] : INFO : Epoch 1710 | loss: 0.0311723 | val_loss: 0.0311812 | Time: 1820.83 ms [2022-04-12 02:08:34 main:581] : INFO : Epoch 1711 | loss: 0.0311751 | val_loss: 0.031187 | Time: 1628.51 ms [2022-04-12 02:08:36 main:581] : INFO : Epoch 1712 | loss: 0.0311755 | val_loss: 0.031181 | Time: 1599.69 ms [2022-04-12 02:08:37 main:581] : INFO : Epoch 1713 | loss: 0.0311735 | val_loss: 0.0311844 | Time: 1515.37 ms [2022-04-12 02:08:39 main:581] : INFO : Epoch 1714 | loss: 0.0311739 | val_loss: 0.0311834 | Time: 1718.34 ms [2022-04-12 02:08:40 main:581] : INFO : Epoch 1715 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 1626.89 ms [2022-04-12 02:08:42 main:581] : INFO : Epoch 1716 | loss: 0.0311711 | val_loss: 0.0311812 | Time: 1570.53 ms [2022-04-12 02:08:44 main:581] : INFO : Epoch 1717 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 1509.76 ms [2022-04-12 02:08:45 main:581] : INFO : Epoch 1718 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1492.81 ms [2022-04-12 02:08:47 main:581] : INFO : Epoch 1719 | loss: 0.0311724 | val_loss: 0.0311828 | Time: 1514.22 ms [2022-04-12 02:08:48 main:581] : INFO : Epoch 1720 | loss: 0.0311724 | val_loss: 0.0311837 | Time: 1502.29 ms [2022-04-12 02:08:50 main:581] : INFO : Epoch 1721 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 1562.64 ms [2022-04-12 02:08:51 main:581] : INFO : Epoch 1722 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 1539.47 ms [2022-04-12 02:08:53 main:581] : INFO : Epoch 1723 | loss: 0.03117 | val_loss: 0.0311827 | Time: 1522.65 ms [2022-04-12 02:08:54 main:581] : INFO : Epoch 1724 | loss: 0.0311703 | val_loss: 0.0311815 | Time: 1496.8 ms [2022-04-12 02:08:56 main:581] : INFO : Epoch 1725 | loss: 0.0311735 | val_loss: 0.0311797 | Time: 1491.26 ms [2022-04-12 02:08:57 main:581] : INFO : Epoch 1726 | loss: 0.0311723 | val_loss: 0.03118 | Time: 1648.79 ms [2022-04-12 02:08:59 main:581] : INFO : Epoch 1727 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 1735.56 ms [2022-04-12 02:09:01 main:581] : INFO : Epoch 1728 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 1655.43 ms [2022-04-12 02:09:02 main:581] : INFO : Epoch 1729 | loss: 0.0311711 | val_loss: 0.0311825 | Time: 1737.32 ms [2022-04-12 02:09:04 main:581] : INFO : Epoch 1730 | loss: 0.0311697 | val_loss: 0.031179 | Time: 1485.19 ms [2022-04-12 02:09:05 main:581] : INFO : Epoch 1731 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 1487.73 ms [2022-04-12 02:09:07 main:581] : INFO : Epoch 1732 | loss: 0.0311684 | val_loss: 0.0311767 | Time: 1488.77 ms [2022-04-12 02:09:09 main:581] : INFO : Epoch 1733 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 1928.09 ms [2022-04-12 02:09:10 main:581] : INFO : Epoch 1734 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 1585.33 ms [2022-04-12 02:09:12 main:581] : INFO : Epoch 1735 | loss: 0.031169 | val_loss: 0.0311797 | Time: 1492.49 ms [2022-04-12 02:09:13 main:581] : INFO : Epoch 1736 | loss: 0.0311708 | val_loss: 0.0311806 | Time: 1489.31 ms [2022-04-12 02:09:15 main:581] : INFO : Epoch 1737 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 1488.68 ms [2022-04-12 02:09:17 main:581] : INFO : Epoch 1738 | loss: 0.0311694 | val_loss: 0.0311793 | Time: 1577.12 ms [2022-04-12 02:09:18 main:581] : INFO : Epoch 1739 | loss: 0.0311671 | val_loss: 0.0311778 | Time: 1493.74 ms [2022-04-12 02:09:19 main:581] : INFO : Epoch 1740 | loss: 0.0311659 | val_loss: 0.031178 | Time: 1487.87 ms [2022-04-12 02:09:21 main:581] : INFO : Epoch 1741 | loss: 0.0311675 | val_loss: 0.0311776 | Time: 1489.27 ms [2022-04-12 02:09:22 main:581] : INFO : Epoch 1742 | loss: 0.0311662 | val_loss: 0.031177 | Time: 1493.7 ms [2022-04-12 02:09:24 main:581] : INFO : Epoch 1743 | loss: 0.0311653 | val_loss: 0.0311789 | Time: 1487.64 ms [2022-04-12 02:09:25 main:581] : INFO : Epoch 1744 | loss: 0.031166 | val_loss: 0.0311776 | Time: 1528.18 ms [2022-04-12 02:09:27 main:581] : INFO : Epoch 1745 | loss: 0.0311657 | val_loss: 0.0311829 | Time: 1490 ms [2022-04-12 02:09:29 main:581] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311791 | Time: 1579.46 ms [2022-04-12 02:09:30 main:581] : INFO : Epoch 1747 | loss: 0.0311644 | val_loss: 0.0311782 | Time: 1486.95 ms [2022-04-12 02:09:32 main:581] : INFO : Epoch 1748 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 1579.74 ms [2022-04-12 02:09:33 main:581] : INFO : Epoch 1749 | loss: 0.031169 | val_loss: 0.0311849 | Time: 1487.62 ms [2022-04-12 02:09:35 main:581] : INFO : Epoch 1750 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 1486.47 ms [2022-04-12 02:09:36 main:581] : INFO : Epoch 1751 | loss: 0.0311735 | val_loss: 0.031184 | Time: 1490.04 ms [2022-04-12 02:09:38 main:581] : INFO : Epoch 1752 | loss: 0.0311702 | val_loss: 0.03118 | Time: 1492.43 ms [2022-04-12 02:09:39 main:581] : INFO : Epoch 1753 | loss: 0.031172 | val_loss: 0.0311807 | Time: 1490.17 ms [2022-04-12 02:09:41 main:581] : INFO : Epoch 1754 | loss: 0.0311735 | val_loss: 0.0311911 | Time: 1491.07 ms [2022-04-12 02:09:42 main:581] : INFO : Epoch 1755 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1491.29 ms [2022-04-12 02:09:44 main:581] : INFO : Epoch 1756 | loss: 0.0311686 | val_loss: 0.03118 | Time: 1486.57 ms [2022-04-12 02:09:45 main:581] : INFO : Epoch 1757 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 1502.55 ms [2022-04-12 02:09:47 main:581] : INFO : Epoch 1758 | loss: 0.0311678 | val_loss: 0.0311792 | Time: 1491.07 ms [2022-04-12 02:09:48 main:581] : INFO : Epoch 1759 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 1506.7 ms [2022-04-12 02:09:50 main:581] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311805 | Time: 1498.49 ms [2022-04-12 02:09:51 main:581] : INFO : Epoch 1761 | loss: 0.0311655 | val_loss: 0.031179 | Time: 1497.8 ms [2022-04-12 02:09:53 main:581] : INFO : Epoch 1762 | loss: 0.031165 | val_loss: 0.0311808 | Time: 1489.5 ms [2022-04-12 02:09:54 main:581] : INFO : Epoch 1763 | loss: 0.0311645 | val_loss: 0.0311798 | Time: 1498.79 ms [2022-04-12 02:09:56 main:581] : INFO : Epoch 1764 | loss: 0.0311682 | val_loss: 0.0311798 | Time: 1497.68 ms [2022-04-12 02:09:57 main:581] : INFO : Epoch 1765 | loss: 0.0311709 | val_loss: 0.0311798 | Time: 1489.47 ms [2022-04-12 02:09:59 main:581] : INFO : Epoch 1766 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 1488.38 ms [2022-04-12 02:10:00 main:581] : INFO : Epoch 1767 | loss: 0.0311689 | val_loss: 0.0311791 | Time: 1490.98 ms [2022-04-12 02:10:01 main:581] : INFO : Epoch 1768 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 1486.35 ms [2022-04-12 02:10:03 main:581] : INFO : Epoch 1769 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 1486.61 ms [2022-04-12 02:10:04 main:581] : INFO : Epoch 1770 | loss: 0.0311677 | val_loss: 0.031179 | Time: 1486.13 ms [2022-04-12 02:10:06 main:581] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311806 | Time: 1486.39 ms [2022-04-12 02:10:07 main:581] : INFO : Epoch 1772 | loss: 0.0311678 | val_loss: 0.031177 | Time: 1485.46 ms [2022-04-12 02:10:09 main:581] : INFO : Epoch 1773 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 1488.79 ms [2022-04-12 02:10:10 main:581] : INFO : Epoch 1774 | loss: 0.0311672 | val_loss: 0.0311782 | Time: 1490.44 ms [2022-04-12 02:10:12 main:581] : INFO : Epoch 1775 | loss: 0.0311655 | val_loss: 0.0311791 | Time: 1487.25 ms [2022-04-12 02:10:13 main:581] : INFO : Epoch 1776 | loss: 0.0311675 | val_loss: 0.0311857 | Time: 1489.26 ms [2022-04-12 02:10:15 main:581] : INFO : Epoch 1777 | loss: 0.031167 | val_loss: 0.0311801 | Time: 1489.92 ms [2022-04-12 02:10:16 main:581] : INFO : Epoch 1778 | loss: 0.031165 | val_loss: 0.0311798 | Time: 1492.14 ms [2022-04-12 02:10:18 main:581] : INFO : Epoch 1779 | loss: 0.0311642 | val_loss: 0.0311789 | Time: 1490.21 ms [2022-04-12 02:10:19 main:581] : INFO : Epoch 1780 | loss: 0.031164 | val_loss: 0.0311786 | Time: 1489.65 ms [2022-04-12 02:10:21 main:581] : INFO : Epoch 1781 | loss: 0.0311642 | val_loss: 0.031178 | Time: 1491.07 ms [2022-04-12 02:10:22 main:581] : INFO : Epoch 1782 | loss: 0.0311635 | val_loss: 0.0311805 | Time: 1492.32 ms [2022-04-12 02:10:24 main:581] : INFO : Epoch 1783 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 1491.51 ms [2022-04-12 02:10:25 main:581] : INFO : Epoch 1784 | loss: 0.0311641 | val_loss: 0.03118 | Time: 1498.58 ms [2022-04-12 02:10:27 main:581] : INFO : Epoch 1785 | loss: 0.0311672 | val_loss: 0.031179 | Time: 1488.03 ms [2022-04-12 02:10:28 main:581] : INFO : Epoch 1786 | loss: 0.0311684 | val_loss: 0.0311813 | Time: 1491.03 ms [2022-04-12 02:10:30 main:581] : INFO : Epoch 1787 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 1486.85 ms [2022-04-12 02:10:31 main:581] : INFO : Epoch 1788 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 1491.03 ms [2022-04-12 02:10:33 main:581] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 1486.49 ms [2022-04-12 02:10:34 main:581] : INFO : Epoch 1790 | loss: 0.0311678 | val_loss: 0.0311844 | Time: 1488.58 ms [2022-04-12 02:10:36 main:581] : INFO : Epoch 1791 | loss: 0.0311682 | val_loss: 0.0311794 | Time: 1488.96 ms [2022-04-12 02:10:37 main:581] : INFO : Epoch 1792 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 1492.08 ms [2022-04-12 02:10:39 main:581] : INFO : Epoch 1793 | loss: 0.0311689 | val_loss: 0.0311822 | Time: 1491.37 ms [2022-04-12 02:10:40 main:581] : INFO : Epoch 1794 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 1586 ms [2022-04-12 02:10:42 main:581] : INFO : Epoch 1795 | loss: 0.0311692 | val_loss: 0.031181 | Time: 1487.23 ms [2022-04-12 02:10:44 main:581] : INFO : Epoch 1796 | loss: 0.0311685 | val_loss: 0.0311814 | Time: 1898.6 ms [2022-04-12 02:10:45 main:581] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 1487.31 ms [2022-04-12 02:10:47 main:581] : INFO : Epoch 1798 | loss: 0.0311681 | val_loss: 0.0311788 | Time: 1488.81 ms [2022-04-12 02:10:48 main:581] : INFO : Epoch 1799 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1491.11 ms [2022-04-12 02:10:50 main:581] : INFO : Epoch 1800 | loss: 0.0311661 | val_loss: 0.031178 | Time: 1490.74 ms [2022-04-12 02:10:51 main:581] : INFO : Epoch 1801 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 1498.49 ms [2022-04-12 02:10:53 main:581] : INFO : Epoch 1802 | loss: 0.0311654 | val_loss: 0.0311799 | Time: 1489.98 ms [2022-04-12 02:10:54 main:581] : INFO : Epoch 1803 | loss: 0.0311651 | val_loss: 0.0311793 | Time: 1489.9 ms [2022-04-12 02:10:56 main:581] : INFO : Epoch 1804 | loss: 0.0311674 | val_loss: 0.0311812 | Time: 1488.36 ms [2022-04-12 02:10:57 main:581] : INFO : Epoch 1805 | loss: 0.0311648 | val_loss: 0.0311819 | Time: 1490.34 ms [2022-04-12 02:10:59 main:581] : INFO : Epoch 1806 | loss: 0.0311654 | val_loss: 0.0311814 | Time: 1492.15 ms [2022-04-12 02:11:00 main:581] : INFO : Epoch 1807 | loss: 0.0311666 | val_loss: 0.031181 | Time: 1490.29 ms [2022-04-12 02:11:02 main:581] : INFO : Epoch 1808 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 1491.41 ms [2022-04-12 02:11:03 main:581] : INFO : Epoch 1809 | loss: 0.0311679 | val_loss: 0.0311815 | Time: 1489.33 ms [2022-04-12 02:11:05 main:581] : INFO : Epoch 1810 | loss: 0.0311669 | val_loss: 0.0311816 | Time: 1497.01 ms [2022-04-12 02:11:06 main:581] : INFO : Epoch 1811 | loss: 0.0311654 | val_loss: 0.031181 | Time: 1500.53 ms [2022-04-12 02:11:08 main:581] : INFO : Epoch 1812 | loss: 0.0311643 | val_loss: 0.0311808 | Time: 1489.73 ms [2022-04-12 02:11:09 main:581] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311801 | Time: 1490.28 ms [2022-04-12 02:11:11 main:581] : INFO : Epoch 1814 | loss: 0.0311659 | val_loss: 0.0311789 | Time: 1681.83 ms [2022-04-12 02:11:12 main:581] : INFO : Epoch 1815 | loss: 0.0311645 | val_loss: 0.0311822 | Time: 1487.38 ms [2022-04-12 02:11:14 main:581] : INFO : Epoch 1816 | loss: 0.031165 | val_loss: 0.0311821 | Time: 1486.74 ms [2022-04-12 02:11:15 main:581] : INFO : Epoch 1817 | loss: 0.0311645 | val_loss: 0.0311838 | Time: 1486.8 ms [2022-04-12 02:11:17 main:581] : INFO : Epoch 1818 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 1490.07 ms [2022-04-12 02:11:18 main:581] : INFO : Epoch 1819 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1486.72 ms [2022-04-12 02:11:20 main:581] : INFO : Epoch 1820 | loss: 0.0311678 | val_loss: 0.0311843 | Time: 1575.51 ms [2022-04-12 02:11:21 main:581] : INFO : Epoch 1821 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 1487.83 ms [2022-04-12 02:11:23 main:581] : INFO : Epoch 1822 | loss: 0.0311727 | val_loss: 0.0311912 | Time: 1488.04 ms [2022-04-12 02:11:25 main:581] : INFO : Epoch 1823 | loss: 0.0311694 | val_loss: 0.0311841 | Time: 1952.92 ms [2022-04-12 02:11:26 main:581] : INFO : Epoch 1824 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 1488.77 ms [2022-04-12 02:11:28 main:581] : INFO : Epoch 1825 | loss: 0.0311659 | val_loss: 0.0311791 | Time: 1499.37 ms [2022-04-12 02:11:29 main:581] : INFO : Epoch 1826 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 1485.16 ms [2022-04-12 02:11:31 main:581] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311812 | Time: 1487.88 ms [2022-04-12 02:11:32 main:581] : INFO : Epoch 1828 | loss: 0.031165 | val_loss: 0.0311784 | Time: 1486.43 ms [2022-04-12 02:11:34 main:581] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311787 | Time: 1485.62 ms [2022-04-12 02:11:35 main:581] : INFO : Epoch 1830 | loss: 0.0311649 | val_loss: 0.0311791 | Time: 1485.05 ms [2022-04-12 02:11:37 main:581] : INFO : Epoch 1831 | loss: 0.0311648 | val_loss: 0.0311789 | Time: 1487.36 ms [2022-04-12 02:11:38 main:581] : INFO : Epoch 1832 | loss: 0.0311646 | val_loss: 0.031181 | Time: 1492.04 ms [2022-04-12 02:11:40 main:581] : INFO : Epoch 1833 | loss: 0.0311656 | val_loss: 0.0311795 | Time: 1489.8 ms [2022-04-12 02:11:41 main:581] : INFO : Epoch 1834 | loss: 0.0311663 | val_loss: 0.0311814 | Time: 1486.97 ms [2022-04-12 02:11:43 main:581] : INFO : Epoch 1835 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 1490.96 ms [2022-04-12 02:11:44 main:581] : INFO : Epoch 1836 | loss: 0.0311638 | val_loss: 0.0311801 | Time: 1490.49 ms [2022-04-12 02:11:46 main:581] : INFO : Epoch 1837 | loss: 0.0311643 | val_loss: 0.031183 | Time: 1490.19 ms [2022-04-12 02:11:47 main:581] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311803 | Time: 1489.36 ms [2022-04-12 02:11:49 main:581] : INFO : Epoch 1839 | loss: 0.0311692 | val_loss: 0.0311792 | Time: 1491.38 ms [2022-04-12 02:11:50 main:581] : INFO : Epoch 1840 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1491.89 ms [2022-04-12 02:11:51 main:581] : INFO : Epoch 1841 | loss: 0.0311744 | val_loss: 0.031189 | Time: 1492.32 ms [2022-04-12 02:11:53 main:581] : INFO : Epoch 1842 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 1493.12 ms [2022-04-12 02:11:54 main:581] : INFO : Epoch 1843 | loss: 0.0311843 | val_loss: 0.0311831 | Time: 1489.48 ms [2022-04-12 02:11:56 main:581] : INFO : Epoch 1844 | loss: 0.031182 | val_loss: 0.0311815 | Time: 1491.03 ms [2022-04-12 02:11:57 main:581] : INFO : Epoch 1845 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 1492.65 ms [2022-04-12 02:11:59 main:581] : INFO : Epoch 1846 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 1491.64 ms [2022-04-12 02:12:00 main:581] : INFO : Epoch 1847 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 1493.02 ms [2022-04-12 02:12:02 main:581] : INFO : Epoch 1848 | loss: 0.031177 | val_loss: 0.0311818 | Time: 1503.8 ms [2022-04-12 02:12:04 main:581] : INFO : Epoch 1849 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 1659.71 ms [2022-04-12 02:12:05 main:581] : INFO : Epoch 1850 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 1505.57 ms [2022-04-12 02:12:07 main:581] : INFO : Epoch 1851 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 1492.34 ms [2022-04-12 02:12:08 main:581] : INFO : Epoch 1852 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1495.91 ms [2022-04-12 02:12:10 main:581] : INFO : Epoch 1853 | loss: 0.0311741 | val_loss: 0.0311798 | Time: 1486.41 ms [2022-04-12 02:12:11 main:581] : INFO : Epoch 1854 | loss: 0.0311758 | val_loss: 0.0311807 | Time: 1487.23 ms [2022-04-12 02:12:13 main:581] : INFO : Epoch 1855 | loss: 0.0311748 | val_loss: 0.0311779 | Time: 1841.77 ms [2022-04-12 02:12:14 main:581] : INFO : Epoch 1856 | loss: 0.031174 | val_loss: 0.0311773 | Time: 1489.06 ms [2022-04-12 02:12:16 main:581] : INFO : Epoch 1857 | loss: 0.031173 | val_loss: 0.0311775 | Time: 1486.26 ms [2022-04-12 02:12:17 main:581] : INFO : Epoch 1858 | loss: 0.0311732 | val_loss: 0.031179 | Time: 1497.07 ms [2022-04-12 02:12:19 main:581] : INFO : Epoch 1859 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 1491.32 ms [2022-04-12 02:12:20 main:581] : INFO : Epoch 1860 | loss: 0.0311736 | val_loss: 0.0311795 | Time: 1489.6 ms [2022-04-12 02:12:22 main:581] : INFO : Epoch 1861 | loss: 0.031175 | val_loss: 0.0311825 | Time: 1496.07 ms [2022-04-12 02:12:23 main:581] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311794 | Time: 1543.56 ms [2022-04-12 02:12:25 main:581] : INFO : Epoch 1863 | loss: 0.0311733 | val_loss: 0.0311806 | Time: 1488.58 ms [2022-04-12 02:12:27 main:581] : INFO : Epoch 1864 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 1591.16 ms [2022-04-12 02:12:28 main:581] : INFO : Epoch 1865 | loss: 0.0311706 | val_loss: 0.0311797 | Time: 1520.98 ms [2022-04-12 02:12:30 main:581] : INFO : Epoch 1866 | loss: 0.0311701 | val_loss: 0.031179 | Time: 1502.38 ms [2022-04-12 02:12:31 main:581] : INFO : Epoch 1867 | loss: 0.0311696 | val_loss: 0.0311785 | Time: 1491.11 ms [2022-04-12 02:12:33 main:581] : INFO : Epoch 1868 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 1680.84 ms [2022-04-12 02:12:34 main:581] : INFO : Epoch 1869 | loss: 0.03117 | val_loss: 0.0311797 | Time: 1514.94 ms [2022-04-12 02:12:36 main:581] : INFO : Epoch 1870 | loss: 0.0311699 | val_loss: 0.031178 | Time: 1486.79 ms [2022-04-12 02:12:37 main:581] : INFO : Epoch 1871 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 1550.15 ms [2022-04-12 02:12:39 main:581] : INFO : Epoch 1872 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 1495.97 ms [2022-04-12 02:12:40 main:581] : INFO : Epoch 1873 | loss: 0.0311711 | val_loss: 0.0311793 | Time: 1488.94 ms [2022-04-12 02:12:42 main:581] : INFO : Epoch 1874 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 1488.03 ms [2022-04-12 02:12:43 main:581] : INFO : Epoch 1875 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 1679.62 ms [2022-04-12 02:12:45 main:581] : INFO : Epoch 1876 | loss: 0.0311691 | val_loss: 0.0311795 | Time: 1950.7 ms [2022-04-12 02:12:47 main:581] : INFO : Epoch 1877 | loss: 0.031171 | val_loss: 0.0311861 | Time: 1800.71 ms [2022-04-12 02:12:49 main:581] : INFO : Epoch 1878 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 1643.01 ms [2022-04-12 02:12:50 main:581] : INFO : Epoch 1879 | loss: 0.0311709 | val_loss: 0.031179 | Time: 1488.07 ms [2022-04-12 02:12:52 main:581] : INFO : Epoch 1880 | loss: 0.031171 | val_loss: 0.0311823 | Time: 1487.97 ms [2022-04-12 02:12:53 main:581] : INFO : Epoch 1881 | loss: 0.0311722 | val_loss: 0.0311851 | Time: 1492.39 ms [2022-04-12 02:12:55 main:581] : INFO : Epoch 1882 | loss: 0.0311803 | val_loss: 0.0311791 | Time: 1506.05 ms [2022-04-12 02:12:56 main:581] : INFO : Epoch 1883 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 1495.04 ms [2022-04-12 02:12:58 main:581] : INFO : Epoch 1884 | loss: 0.031172 | val_loss: 0.0311775 | Time: 1493.72 ms [2022-04-12 02:12:59 main:581] : INFO : Epoch 1885 | loss: 0.0311711 | val_loss: 0.0311765 | Time: 1491.2 ms [2022-04-12 02:13:01 main:581] : INFO : Epoch 1886 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 1485.84 ms [2022-04-12 02:13:02 main:581] : INFO : Epoch 1887 | loss: 0.0311709 | val_loss: 0.0311774 | Time: 1489.07 ms [2022-04-12 02:13:04 main:581] : INFO : Epoch 1888 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1485.74 ms [2022-04-12 02:13:05 main:581] : INFO : Epoch 1889 | loss: 0.03117 | val_loss: 0.031178 | Time: 1487.88 ms [2022-04-12 02:13:07 main:581] : INFO : Epoch 1890 | loss: 0.0311685 | val_loss: 0.0311785 | Time: 1487.85 ms [2022-04-12 02:13:08 main:581] : INFO : Epoch 1891 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 1486.36 ms [2022-04-12 02:13:10 main:581] : INFO : Epoch 1892 | loss: 0.0311744 | val_loss: 0.0311855 | Time: 1485.14 ms [2022-04-12 02:13:11 main:581] : INFO : Epoch 1893 | loss: 0.0311748 | val_loss: 0.0311777 | Time: 1745.57 ms [2022-04-12 02:13:13 main:581] : INFO : Epoch 1894 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 1485.56 ms [2022-04-12 02:13:14 main:581] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 1484.09 ms [2022-04-12 02:13:16 main:581] : INFO : Epoch 1896 | loss: 0.0311683 | val_loss: 0.031176 | Time: 1997.48 ms [2022-04-12 02:13:18 main:581] : INFO : Epoch 1897 | loss: 0.0311691 | val_loss: 0.0311788 | Time: 1629.43 ms [2022-04-12 02:13:20 main:581] : INFO : Epoch 1898 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 1569.62 ms [2022-04-12 02:13:21 main:581] : INFO : Epoch 1899 | loss: 0.0311675 | val_loss: 0.0311769 | Time: 1485.61 ms [2022-04-12 02:13:23 main:581] : INFO : Epoch 1900 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1489.97 ms [2022-04-12 02:13:24 main:581] : INFO : Epoch 1901 | loss: 0.0311663 | val_loss: 0.0311782 | Time: 1731.74 ms [2022-04-12 02:13:26 main:581] : INFO : Epoch 1902 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 1489.5 ms [2022-04-12 02:13:27 main:581] : INFO : Epoch 1903 | loss: 0.0311671 | val_loss: 0.0311764 | Time: 1495.12 ms [2022-04-12 02:13:29 main:581] : INFO : Epoch 1904 | loss: 0.0311676 | val_loss: 0.0311764 | Time: 1490.7 ms [2022-04-12 02:13:30 main:581] : INFO : Epoch 1905 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 1492.69 ms [2022-04-12 02:13:32 main:581] : INFO : Epoch 1906 | loss: 0.0311671 | val_loss: 0.031179 | Time: 1493.46 ms [2022-04-12 02:13:33 main:581] : INFO : Epoch 1907 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 1490.27 ms [2022-04-12 02:13:35 main:581] : INFO : Epoch 1908 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 1488.95 ms [2022-04-12 02:13:36 main:581] : INFO : Epoch 1909 | loss: 0.0311671 | val_loss: 0.0311765 | Time: 1492.79 ms [2022-04-12 02:13:38 main:581] : INFO : Epoch 1910 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 1496 ms [2022-04-12 02:13:39 main:581] : INFO : Epoch 1911 | loss: 0.031168 | val_loss: 0.0311771 | Time: 1486.88 ms [2022-04-12 02:13:41 main:581] : INFO : Epoch 1912 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 1487.2 ms [2022-04-12 02:13:42 main:581] : INFO : Epoch 1913 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1700.39 ms [2022-04-12 02:13:44 main:581] : INFO : Epoch 1914 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1508.01 ms [2022-04-12 02:13:45 main:581] : INFO : Epoch 1915 | loss: 0.0311684 | val_loss: 0.0311774 | Time: 1487.7 ms [2022-04-12 02:13:47 main:581] : INFO : Epoch 1916 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 1486.77 ms [2022-04-12 02:13:48 main:581] : INFO : Epoch 1917 | loss: 0.0311682 | val_loss: 0.0311768 | Time: 1486.36 ms [2022-04-12 02:13:50 main:581] : INFO : Epoch 1918 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 1485.51 ms [2022-04-12 02:13:51 main:581] : INFO : Epoch 1919 | loss: 0.0311716 | val_loss: 0.0311833 | Time: 1489.68 ms [2022-04-12 02:13:53 main:581] : INFO : Epoch 1920 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 1488.15 ms [2022-04-12 02:13:54 main:581] : INFO : Epoch 1921 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 1484.17 ms [2022-04-12 02:13:56 main:581] : INFO : Epoch 1922 | loss: 0.0311664 | val_loss: 0.0311814 | Time: 1484.03 ms [2022-04-12 02:13:57 main:581] : INFO : Epoch 1923 | loss: 0.0311666 | val_loss: 0.0311776 | Time: 1486.86 ms [2022-04-12 02:13:59 main:581] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311785 | Time: 1491.11 ms [2022-04-12 02:14:00 main:581] : INFO : Epoch 1925 | loss: 0.0311664 | val_loss: 0.0311846 | Time: 1638.98 ms [2022-04-12 02:14:02 main:581] : INFO : Epoch 1926 | loss: 0.0311698 | val_loss: 0.031183 | Time: 1490.29 ms [2022-04-12 02:14:03 main:581] : INFO : Epoch 1927 | loss: 0.03117 | val_loss: 0.0311824 | Time: 1491.32 ms [2022-04-12 02:14:05 main:581] : INFO : Epoch 1928 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 1499.67 ms [2022-04-12 02:14:06 main:581] : INFO : Epoch 1929 | loss: 0.0311689 | val_loss: 0.0311767 | Time: 1489.6 ms [2022-04-12 02:14:08 main:581] : INFO : Epoch 1930 | loss: 0.031167 | val_loss: 0.0311788 | Time: 1511.85 ms [2022-04-12 02:14:09 main:581] : INFO : Epoch 1931 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 1504.43 ms [2022-04-12 02:14:11 main:581] : INFO : Epoch 1932 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 1511.06 ms [2022-04-12 02:14:12 main:581] : INFO : Epoch 1933 | loss: 0.0311642 | val_loss: 0.0311775 | Time: 1486.84 ms [2022-04-12 02:14:14 main:581] : INFO : Epoch 1934 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 1661.38 ms [2022-04-12 02:14:16 main:581] : INFO : Epoch 1935 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 1486.82 ms [2022-04-12 02:14:17 main:581] : INFO : Epoch 1936 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 1489 ms [2022-04-12 02:14:19 main:581] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311768 | Time: 1633.38 ms [2022-04-12 02:14:20 main:581] : INFO : Epoch 1938 | loss: 0.0311701 | val_loss: 0.0311783 | Time: 1679.05 ms [2022-04-12 02:14:22 main:581] : INFO : Epoch 1939 | loss: 0.0311691 | val_loss: 0.031179 | Time: 1488.33 ms [2022-04-12 02:14:24 main:581] : INFO : Epoch 1940 | loss: 0.0311717 | val_loss: 0.0311823 | Time: 1830.82 ms [2022-04-12 02:14:26 main:581] : INFO : Epoch 1941 | loss: 0.0311759 | val_loss: 0.0311832 | Time: 1873.6 ms [2022-04-12 02:14:27 main:581] : INFO : Epoch 1942 | loss: 0.0311764 | val_loss: 0.0311837 | Time: 1809.04 ms [2022-04-12 02:14:29 main:581] : INFO : Epoch 1943 | loss: 0.031175 | val_loss: 0.0311812 | Time: 1484.71 ms [2022-04-12 02:14:30 main:581] : INFO : Epoch 1944 | loss: 0.0311781 | val_loss: 0.0311853 | Time: 1482.91 ms [2022-04-12 02:14:32 main:581] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311818 | Time: 1488.43 ms [2022-04-12 02:14:33 main:581] : INFO : Epoch 1946 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 1486.18 ms [2022-04-12 02:14:35 main:581] : INFO : Epoch 1947 | loss: 0.0311743 | val_loss: 0.0311863 | Time: 1485.97 ms [2022-04-12 02:14:37 main:581] : INFO : Epoch 1948 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 1728.84 ms [2022-04-12 02:14:38 main:581] : INFO : Epoch 1949 | loss: 0.0311722 | val_loss: 0.0311828 | Time: 1705.38 ms [2022-04-12 02:14:40 main:581] : INFO : Epoch 1950 | loss: 0.0311713 | val_loss: 0.0311848 | Time: 1488.76 ms [2022-04-12 02:14:41 main:581] : INFO : Epoch 1951 | loss: 0.0311719 | val_loss: 0.0311829 | Time: 1490.33 ms [2022-04-12 02:14:43 main:581] : INFO : Epoch 1952 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 1487.44 ms [2022-04-12 02:14:44 main:581] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 1486.59 ms [2022-04-12 02:14:46 main:581] : INFO : Epoch 1954 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 1841.7 ms [2022-04-12 02:14:47 main:581] : INFO : Epoch 1955 | loss: 0.0311715 | val_loss: 0.0311807 | Time: 1484.77 ms [2022-04-12 02:14:49 main:581] : INFO : Epoch 1956 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 1489.82 ms [2022-04-12 02:14:50 main:581] : INFO : Epoch 1957 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 1488.82 ms [2022-04-12 02:14:52 main:581] : INFO : Epoch 1958 | loss: 0.0311719 | val_loss: 0.0311805 | Time: 1487.77 ms [2022-04-12 02:14:53 main:581] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311882 | Time: 1486.73 ms [2022-04-12 02:14:55 main:581] : INFO : Epoch 1960 | loss: 0.0311767 | val_loss: 0.0311821 | Time: 1484.47 ms [2022-04-12 02:14:56 main:581] : INFO : Epoch 1961 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 1491.01 ms [2022-04-12 02:14:58 main:581] : INFO : Epoch 1962 | loss: 0.0311726 | val_loss: 0.031184 | Time: 1501.51 ms [2022-04-12 02:14:59 main:581] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.0311835 | Time: 1490.61 ms [2022-04-12 02:15:01 main:581] : INFO : Epoch 1964 | loss: 0.0311715 | val_loss: 0.0311819 | Time: 1484.37 ms [2022-04-12 02:15:02 main:581] : INFO : Epoch 1965 | loss: 0.03117 | val_loss: 0.0311826 | Time: 1488.08 ms [2022-04-12 02:15:04 main:581] : INFO : Epoch 1966 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 1487.72 ms [2022-04-12 02:15:05 main:581] : INFO : Epoch 1967 | loss: 0.0311705 | val_loss: 0.0311854 | Time: 1489.89 ms [2022-04-12 02:15:07 main:581] : INFO : Epoch 1968 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1489.2 ms [2022-04-12 02:15:08 main:581] : INFO : Epoch 1969 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 1488.97 ms [2022-04-12 02:15:10 main:581] : INFO : Epoch 1970 | loss: 0.0311705 | val_loss: 0.0311813 | Time: 1490.2 ms [2022-04-12 02:15:11 main:581] : INFO : Epoch 1971 | loss: 0.0311741 | val_loss: 0.0311812 | Time: 1501.41 ms [2022-04-12 02:15:13 main:581] : INFO : Epoch 1972 | loss: 0.0311726 | val_loss: 0.031181 | Time: 1487.19 ms [2022-04-12 02:15:14 main:581] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311797 | Time: 1491.31 ms [2022-04-12 02:15:16 main:581] : INFO : Epoch 1974 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 1492.1 ms [2022-04-12 02:15:17 main:581] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1491.92 ms [2022-04-12 02:15:19 main:581] : INFO : Epoch 1976 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 1490.37 ms [2022-04-12 02:15:20 main:581] : INFO : Epoch 1977 | loss: 0.0311723 | val_loss: 0.031179 | Time: 1489.83 ms [2022-04-12 02:15:22 main:581] : INFO : Epoch 1978 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 1488.22 ms [2022-04-12 02:15:23 main:581] : INFO : Epoch 1979 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 1485.99 ms [2022-04-12 02:15:25 main:581] : INFO : Epoch 1980 | loss: 0.0311708 | val_loss: 0.0311818 | Time: 1498.27 ms [2022-04-12 02:15:26 main:581] : INFO : Epoch 1981 | loss: 0.0311704 | val_loss: 0.031182 | Time: 1491.68 ms [2022-04-12 02:15:28 main:581] : INFO : Epoch 1982 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 1485.75 ms [2022-04-12 02:15:29 main:581] : INFO : Epoch 1983 | loss: 0.0311688 | val_loss: 0.0311808 | Time: 1493.06 ms [2022-04-12 02:15:31 main:581] : INFO : Epoch 1984 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 1488.84 ms [2022-04-12 02:15:32 main:581] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 1484.84 ms [2022-04-12 02:15:34 main:581] : INFO : Epoch 1986 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 1484.16 ms [2022-04-12 02:15:35 main:581] : INFO : Epoch 1987 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 1486.04 ms [2022-04-12 02:15:37 main:581] : INFO : Epoch 1988 | loss: 0.0311701 | val_loss: 0.0311804 | Time: 1485.71 ms [2022-04-12 02:15:38 main:581] : INFO : Epoch 1989 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 1485.83 ms [2022-04-12 02:15:40 main:581] : INFO : Epoch 1990 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 1484.96 ms [2022-04-12 02:15:41 main:581] : INFO : Epoch 1991 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1739.2 ms [2022-04-12 02:15:43 main:581] : INFO : Epoch 1992 | loss: 0.0311766 | val_loss: 0.0311821 | Time: 1487.1 ms [2022-04-12 02:15:44 main:581] : INFO : Epoch 1993 | loss: 0.0311757 | val_loss: 0.031179 | Time: 1491.71 ms [2022-04-12 02:15:46 main:581] : INFO : Epoch 1994 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1489.89 ms [2022-04-12 02:15:47 main:581] : INFO : Epoch 1995 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 1488.7 ms [2022-04-12 02:15:49 main:581] : INFO : Epoch 1996 | loss: 0.0311727 | val_loss: 0.031179 | Time: 1497.25 ms [2022-04-12 02:15:50 main:581] : INFO : Epoch 1997 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 1497.21 ms [2022-04-12 02:15:52 main:581] : INFO : Epoch 1998 | loss: 0.031172 | val_loss: 0.0311783 | Time: 1487.96 ms [2022-04-12 02:15:53 main:581] : INFO : Epoch 1999 | loss: 0.0311734 | val_loss: 0.031181 | Time: 1487.03 ms [2022-04-12 02:15:55 main:581] : INFO : Epoch 2000 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 1488.03 ms [2022-04-12 02:15:56 main:581] : INFO : Epoch 2001 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 1487.51 ms [2022-04-12 02:15:58 main:581] : INFO : Epoch 2002 | loss: 0.0311736 | val_loss: 0.0311789 | Time: 1487.81 ms [2022-04-12 02:15:59 main:581] : INFO : Epoch 2003 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 1715.45 ms [2022-04-12 02:16:01 main:581] : INFO : Epoch 2004 | loss: 0.0311713 | val_loss: 0.0311793 | Time: 1484.8 ms [2022-04-12 02:16:02 main:581] : INFO : Epoch 2005 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 1486.33 ms [2022-04-12 02:16:04 main:581] : INFO : Epoch 2006 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 1498.79 ms [2022-04-12 02:16:05 main:581] : INFO : Epoch 2007 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 1493.68 ms [2022-04-12 02:16:07 main:581] : INFO : Epoch 2008 | loss: 0.0311708 | val_loss: 0.031182 | Time: 1483.84 ms [2022-04-12 02:16:08 main:581] : INFO : Epoch 2009 | loss: 0.0311707 | val_loss: 0.031178 | Time: 1491.38 ms [2022-04-12 02:16:10 main:581] : INFO : Epoch 2010 | loss: 0.03117 | val_loss: 0.0311787 | Time: 1491.25 ms [2022-04-12 02:16:11 main:581] : INFO : Epoch 2011 | loss: 0.0311712 | val_loss: 0.0311806 | Time: 1489.7 ms [2022-04-12 02:16:13 main:581] : INFO : Epoch 2012 | loss: 0.0311721 | val_loss: 0.0311806 | Time: 1867.65 ms [2022-04-12 02:16:15 main:581] : INFO : Epoch 2013 | loss: 0.031174 | val_loss: 0.0311808 | Time: 1485.74 ms [2022-04-12 02:16:16 main:581] : INFO : Epoch 2014 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 1486.83 ms [2022-04-12 02:16:18 main:581] : INFO : Epoch 2015 | loss: 0.0311721 | val_loss: 0.0311812 | Time: 1485.94 ms [2022-04-12 02:16:19 main:581] : INFO : Epoch 2016 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 1486.31 ms [2022-04-12 02:16:21 main:581] : INFO : Epoch 2017 | loss: 0.0311699 | val_loss: 0.0311791 | Time: 1485.48 ms [2022-04-12 02:16:23 main:581] : INFO : Epoch 2018 | loss: 0.0311705 | val_loss: 0.0311844 | Time: 1853.18 ms [2022-04-12 02:16:24 main:581] : INFO : Epoch 2019 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1696.75 ms [2022-04-12 02:16:26 main:581] : INFO : Epoch 2020 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 1627 ms [2022-04-12 02:16:27 main:581] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 1486.64 ms [2022-04-12 02:16:29 main:581] : INFO : Epoch 2022 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 1490.03 ms [2022-04-12 02:16:30 main:581] : INFO : Epoch 2023 | loss: 0.0311697 | val_loss: 0.0311803 | Time: 1491.01 ms [2022-04-12 02:16:32 main:581] : INFO : Epoch 2024 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 1489.49 ms [2022-04-12 02:16:33 main:581] : INFO : Epoch 2025 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 1619.68 ms [2022-04-12 02:16:35 main:581] : INFO : Epoch 2026 | loss: 0.0311684 | val_loss: 0.0311829 | Time: 1485.93 ms [2022-04-12 02:16:36 main:581] : INFO : Epoch 2027 | loss: 0.0311691 | val_loss: 0.0311803 | Time: 1485.63 ms [2022-04-12 02:16:38 main:581] : INFO : Epoch 2028 | loss: 0.0311691 | val_loss: 0.0311827 | Time: 1488.56 ms [2022-04-12 02:16:39 main:581] : INFO : Epoch 2029 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1490.6 ms [2022-04-12 02:16:41 main:581] : INFO : Epoch 2030 | loss: 0.0311678 | val_loss: 0.031179 | Time: 1488.65 ms [2022-04-12 02:16:42 main:581] : INFO : Epoch 2031 | loss: 0.0311679 | val_loss: 0.0311843 | Time: 1488.42 ms [2022-04-12 02:16:44 main:581] : INFO : Epoch 2032 | loss: 0.0311673 | val_loss: 0.0311792 | Time: 1489.76 ms [2022-04-12 02:16:45 main:581] : INFO : Epoch 2033 | loss: 0.0311676 | val_loss: 0.0311837 | Time: 1571.85 ms [2022-04-12 02:16:47 main:581] : INFO : Epoch 2034 | loss: 0.031169 | val_loss: 0.0311786 | Time: 1490 ms [2022-04-12 02:16:48 main:581] : INFO : Epoch 2035 | loss: 0.0311692 | val_loss: 0.0311794 | Time: 1490.44 ms [2022-04-12 02:16:50 main:581] : INFO : Epoch 2036 | loss: 0.0311665 | val_loss: 0.0311794 | Time: 1494.1 ms [2022-04-12 02:16:51 main:581] : INFO : Epoch 2037 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 1491.53 ms [2022-04-12 02:16:53 main:581] : INFO : Epoch 2038 | loss: 0.0311665 | val_loss: 0.0311813 | Time: 1501.87 ms [2022-04-12 02:16:54 main:581] : INFO : Epoch 2039 | loss: 0.0311682 | val_loss: 0.0311795 | Time: 1489.4 ms [2022-04-12 02:16:56 main:581] : INFO : Epoch 2040 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 1489.41 ms [2022-04-12 02:16:57 main:581] : INFO : Epoch 2041 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 1496.12 ms [2022-04-12 02:16:59 main:581] : INFO : Epoch 2042 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 1489.64 ms [2022-04-12 02:17:00 main:581] : INFO : Epoch 2043 | loss: 0.0311676 | val_loss: 0.031178 | Time: 1484.45 ms [2022-04-12 02:17:02 main:581] : INFO : Epoch 2044 | loss: 0.0311673 | val_loss: 0.0311796 | Time: 1489.07 ms [2022-04-12 02:17:03 main:581] : INFO : Epoch 2045 | loss: 0.031167 | val_loss: 0.0311793 | Time: 1485.89 ms [2022-04-12 02:17:05 main:581] : INFO : Epoch 2046 | loss: 0.0311674 | val_loss: 0.0311809 | Time: 1485.68 ms [2022-04-12 02:17:06 main:581] : INFO : Epoch 2047 | loss: 0.0311683 | val_loss: 0.0311826 | Time: 1487.44 ms [2022-04-12 02:17:08 main:581] : INFO : Epoch 2048 | loss: 0.0311689 | val_loss: 0.0311812 | Time: 1489.47 ms [2022-04-12 02:17:08 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311812 [2022-04-12 02:17:08 main:610] : INFO : Saving end state to config to file [2022-04-12 02:17:08 main:615] : INFO : Success, exiting.. 02:17:08 (61479): 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)