Task 9195304
| Name | ParityModified-1636225144-21002-3-0_0 |
| Workunit | 6631240 |
| Created | 26 Nov 2021, 7:35:08 UTC |
| Sent | 2 Dec 2021, 20:27:11 UTC |
| Report deadline | 10 Dec 2021, 20:27:11 UTC |
| Received | 3 Dec 2021, 6:31:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16800 |
| Run time | 1 hours 40 min 34 sec |
| CPU time | 1 hours 39 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,249.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.66 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3 main:574] : INFO : Epoch 1542 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 1491.05 ms [2021-12-03 05:18:15 main:574] : INFO : Epoch 1543 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 1508.75 ms [2021-12-03 05:18:16 main:574] : INFO : Epoch 1544 | loss: 0.0311815 | val_loss: 0.0311875 | Time: 1476.28 ms [2021-12-03 05:18:18 main:574] : INFO : Epoch 1545 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1537.22 ms [2021-12-03 05:18:19 main:574] : INFO : Epoch 1546 | loss: 0.0311807 | val_loss: 0.031184 | Time: 1492.97 ms [2021-12-03 05:18:21 main:574] : INFO : Epoch 1547 | loss: 0.0311816 | val_loss: 0.031184 | Time: 1510.81 ms [2021-12-03 05:18:22 main:574] : INFO : Epoch 1548 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 1483.84 ms [2021-12-03 05:18:24 main:574] : INFO : Epoch 1549 | loss: 0.031184 | val_loss: 0.031186 | Time: 1512.7 ms [2021-12-03 05:18:25 main:574] : INFO : Epoch 1550 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 1521.67 ms [2021-12-03 05:18:27 main:574] : INFO : Epoch 1551 | loss: 0.0311845 | val_loss: 0.0311842 | Time: 1519.91 ms [2021-12-03 05:18:28 main:574] : INFO : Epoch 1552 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 1499.32 ms [2021-12-03 05:18:30 main:574] : INFO : Epoch 1553 | loss: 0.0311824 | val_loss: 0.0311836 | Time: 1526.36 ms [2021-12-03 05:18:31 main:574] : INFO : Epoch 1554 | loss: 0.0311819 | val_loss: 0.0311848 | Time: 1481.92 ms [2021-12-03 05:18:33 main:574] : INFO : Epoch 1555 | loss: 0.031182 | val_loss: 0.0311843 | Time: 1510.05 ms [2021-12-03 05:18:34 main:574] : INFO : Epoch 1556 | loss: 0.0311819 | val_loss: 0.0311844 | Time: 1481.42 ms [2021-12-03 05:18:36 main:574] : INFO : Epoch 1557 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1502.49 ms [2021-12-03 05:18:37 main:574] : INFO : Epoch 1558 | loss: 0.0311837 | val_loss: 0.0311883 | Time: 1516.85 ms [2021-12-03 05:18:39 main:574] : INFO : Epoch 1559 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 1494.17 ms [2021-12-03 05:18:40 main:574] : INFO : Epoch 1560 | loss: 0.0311832 | val_loss: 0.0311894 | Time: 1501.64 ms [2021-12-03 05:18:42 main:574] : INFO : Epoch 1561 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1528.35 ms [2021-12-03 05:18:43 main:574] : INFO : Epoch 1562 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 1477.51 ms [2021-12-03 05:18:45 main:574] : INFO : Epoch 1563 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 1554.03 ms [2021-12-03 05:18:47 main:574] : INFO : Epoch 1564 | loss: 0.0311817 | val_loss: 0.031188 | Time: 1492.27 ms [2021-12-03 05:18:48 main:574] : INFO : Epoch 1565 | loss: 0.0311817 | val_loss: 0.0311869 | Time: 1496 ms [2021-12-03 05:18:50 main:574] : INFO : Epoch 1566 | loss: 0.0311832 | val_loss: 0.0311888 | Time: 1479.93 ms [2021-12-03 05:18:51 main:574] : INFO : Epoch 1567 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 1508.63 ms [2021-12-03 05:18:53 main:574] : INFO : Epoch 1568 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 1488.31 ms [2021-12-03 05:18:54 main:574] : INFO : Epoch 1569 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 1503.49 ms [2021-12-03 05:18:56 main:574] : INFO : Epoch 1570 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 1511.8 ms [2021-12-03 05:18:57 main:574] : INFO : Epoch 1571 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 1522.51 ms [2021-12-03 05:18:59 main:574] : INFO : Epoch 1572 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 1495.24 ms [2021-12-03 05:19:00 main:574] : INFO : Epoch 1573 | loss: 0.0311819 | val_loss: 0.0311879 | Time: 1490.08 ms [2021-12-03 05:19:02 main:574] : INFO : Epoch 1574 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 1508.19 ms [2021-12-03 05:19:03 main:574] : INFO : Epoch 1575 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1506.01 ms [2021-12-03 05:19:05 main:574] : INFO : Epoch 1576 | loss: 0.0311821 | val_loss: 0.031186 | Time: 1502.33 ms [2021-12-03 05:19:06 main:574] : INFO : Epoch 1577 | loss: 0.0311818 | val_loss: 0.031187 | Time: 1517.81 ms [2021-12-03 05:19:08 main:574] : INFO : Epoch 1578 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 1508.93 ms [2021-12-03 05:19:09 main:574] : INFO : Epoch 1579 | loss: 0.031182 | val_loss: 0.0311866 | Time: 1506.2 ms [2021-12-03 05:19:11 main:574] : INFO : Epoch 1580 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 1506.29 ms [2021-12-03 05:19:12 main:574] : INFO : Epoch 1581 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 1508.54 ms [2021-12-03 05:19:14 main:574] : INFO : Epoch 1582 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 1516.12 ms [2021-12-03 05:19:15 main:574] : INFO : Epoch 1583 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 1524.07 ms [2021-12-03 05:19:17 main:574] : INFO : Epoch 1584 | loss: 0.0311812 | val_loss: 0.0311866 | Time: 1485.52 ms [2021-12-03 05:19:18 main:574] : INFO : Epoch 1585 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 1494.17 ms [2021-12-03 05:19:20 main:574] : INFO : Epoch 1586 | loss: 0.0311815 | val_loss: 0.0311858 | Time: 1490.11 ms [2021-12-03 05:19:21 main:574] : INFO : Epoch 1587 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 1527.06 ms [2021-12-03 05:19:23 main:574] : INFO : Epoch 1588 | loss: 0.0311812 | val_loss: 0.0311853 | Time: 1505.12 ms [2021-12-03 05:19:24 main:574] : INFO : Epoch 1589 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 1501.17 ms [2021-12-03 05:19:26 main:574] : INFO : Epoch 1590 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 1522.67 ms [2021-12-03 05:19:27 main:574] : INFO : Epoch 1591 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 1510.73 ms [2021-12-03 05:19:29 main:574] : INFO : Epoch 1592 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 1518.01 ms [2021-12-03 05:19:30 main:574] : INFO : Epoch 1593 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 1523.78 ms [2021-12-03 05:19:32 main:574] : INFO : Epoch 1594 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 1486.69 ms [2021-12-03 05:19:33 main:574] : INFO : Epoch 1595 | loss: 0.0311825 | val_loss: 0.0311846 | Time: 1500.17 ms [2021-12-03 05:19:35 main:574] : INFO : Epoch 1596 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 1513.85 ms [2021-12-03 05:19:36 main:574] : INFO : Epoch 1597 | loss: 0.031181 | val_loss: 0.0311839 | Time: 1515.03 ms [2021-12-03 05:19:38 main:574] : INFO : Epoch 1598 | loss: 0.0311812 | val_loss: 0.0311851 | Time: 1493.97 ms [2021-12-03 05:19:39 main:574] : INFO : Epoch 1599 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 1491.34 ms [2021-12-03 05:19:41 main:574] : INFO : Epoch 1600 | loss: 0.0311811 | val_loss: 0.031184 | Time: 1500.99 ms [2021-12-03 05:19:42 main:574] : INFO : Epoch 1601 | loss: 0.0311813 | val_loss: 0.0311841 | Time: 1497.03 ms [2021-12-03 05:19:44 main:574] : INFO : Epoch 1602 | loss: 0.03118 | val_loss: 0.031184 | Time: 1487.36 ms [2021-12-03 05:19:45 main:574] : INFO : Epoch 1603 | loss: 0.0311803 | val_loss: 0.0311847 | Time: 1504.3 ms [2021-12-03 05:19:47 main:574] : INFO : Epoch 1604 | loss: 0.0311808 | val_loss: 0.0311902 | Time: 1495.32 ms [2021-12-03 05:19:48 main:574] : INFO : Epoch 1605 | loss: 0.0311825 | val_loss: 0.0311895 | Time: 1491.91 ms [2021-12-03 05:19:50 main:574] : INFO : Epoch 1606 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 1506.86 ms [2021-12-03 05:19:51 main:574] : INFO : Epoch 1607 | loss: 0.0311801 | val_loss: 0.0311853 | Time: 1516.19 ms [2021-12-03 05:19:53 main:574] : INFO : Epoch 1608 | loss: 0.0311795 | val_loss: 0.0311872 | Time: 1516.5 ms [2021-12-03 05:19:54 main:574] : INFO : Epoch 1609 | loss: 0.0311819 | val_loss: 0.0311922 | Time: 1504.79 ms [2021-12-03 05:19:56 main:574] : INFO : Epoch 1610 | loss: 0.031182 | val_loss: 0.0311876 | Time: 1490.15 ms [2021-12-03 05:19:57 main:574] : INFO : Epoch 1611 | loss: 0.031181 | val_loss: 0.0311869 | Time: 1502.83 ms [2021-12-03 05:19:59 main:574] : INFO : Epoch 1612 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1498.28 ms [2021-12-03 05:20:01 main:574] : INFO : Epoch 1613 | loss: 0.0311814 | val_loss: 0.0311848 | Time: 1501.49 ms [2021-12-03 05:20:02 main:574] : INFO : Epoch 1614 | loss: 0.03118 | val_loss: 0.0311853 | Time: 1485.41 ms [2021-12-03 05:20:04 main:574] : INFO : Epoch 1615 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 1508.13 ms [2021-12-03 05:20:05 main:574] : INFO : Epoch 1616 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 1545.07 ms [2021-12-03 05:20:07 main:574] : INFO : Epoch 1617 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 1517.33 ms [2021-12-03 05:20:08 main:574] : INFO : Epoch 1618 | loss: 0.0311791 | val_loss: 0.0311863 | Time: 1511.38 ms [2021-12-03 05:20:10 main:574] : INFO : Epoch 1619 | loss: 0.0311794 | val_loss: 0.0311875 | Time: 1509.39 ms [2021-12-03 05:20:11 main:574] : INFO : Epoch 1620 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 1496.76 ms [2021-12-03 05:20:13 main:574] : INFO : Epoch 1621 | loss: 0.0311792 | val_loss: 0.031186 | Time: 1497.74 ms [2021-12-03 05:20:14 main:574] : INFO : Epoch 1622 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 1510.39 ms [2021-12-03 05:20:16 main:574] : INFO : Epoch 1623 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 1519.93 ms [2021-12-03 05:20:17 main:574] : INFO : Epoch 1624 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 1491.45 ms [2021-12-03 05:20:19 main:574] : INFO : Epoch 1625 | loss: 0.031179 | val_loss: 0.031187 | Time: 1487.76 ms [2021-12-03 05:20:20 main:574] : INFO : Epoch 1626 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 1500.22 ms [2021-12-03 05:20:22 main:574] : INFO : Epoch 1627 | loss: 0.0311798 | val_loss: 0.0311917 | Time: 1516.71 ms [2021-12-03 05:20:23 main:574] : INFO : Epoch 1628 | loss: 0.0311799 | val_loss: 0.0311871 | Time: 1493.39 ms [2021-12-03 05:20:25 main:574] : INFO : Epoch 1629 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1516.41 ms [2021-12-03 05:20:26 main:574] : INFO : Epoch 1630 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 1476.46 ms [2021-12-03 05:20:28 main:574] : INFO : Epoch 1631 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1522.87 ms [2021-12-03 05:20:29 main:574] : INFO : Epoch 1632 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 1524 ms [2021-12-03 05:20:31 main:574] : INFO : Epoch 1633 | loss: 0.0311776 | val_loss: 0.0311863 | Time: 1519.42 ms [2021-12-03 05:20:32 main:574] : INFO : Epoch 1634 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 1517.61 ms [2021-12-03 05:20:34 main:574] : INFO : Epoch 1635 | loss: 0.0311796 | val_loss: 0.0311926 | Time: 1495.25 ms [2021-12-03 05:20:35 main:574] : INFO : Epoch 1636 | loss: 0.0311803 | val_loss: 0.0311899 | Time: 1542.88 ms [2021-12-03 05:20:37 main:574] : INFO : Epoch 1637 | loss: 0.0311781 | val_loss: 0.0311895 | Time: 1522.62 ms [2021-12-03 05:20:38 main:574] : INFO : Epoch 1638 | loss: 0.031178 | val_loss: 0.0311878 | Time: 1493.75 ms [2021-12-03 05:20:40 main:574] : INFO : Epoch 1639 | loss: 0.0311787 | val_loss: 0.0311879 | Time: 1511.57 ms [2021-12-03 05:20:41 main:574] : INFO : Epoch 1640 | loss: 0.031178 | val_loss: 0.0311879 | Time: 1515.96 ms [2021-12-03 05:20:43 main:574] : INFO : Epoch 1641 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 1495.38 ms [2021-12-03 05:20:44 main:574] : INFO : Epoch 1642 | loss: 0.031179 | val_loss: 0.0311863 | Time: 1501.32 ms [2021-12-03 05:20:46 main:574] : INFO : Epoch 1643 | loss: 0.0311777 | val_loss: 0.0311872 | Time: 1520.19 ms [2021-12-03 05:20:47 main:574] : INFO : Epoch 1644 | loss: 0.0311784 | val_loss: 0.0311882 | Time: 1493.39 ms [2021-12-03 05:20:49 main:574] : INFO : Epoch 1645 | loss: 0.0311784 | val_loss: 0.03119 | Time: 1523 ms [2021-12-03 05:20:50 main:574] : INFO : Epoch 1646 | loss: 0.0311795 | val_loss: 0.0311867 | Time: 1505.59 ms [2021-12-03 05:20:52 main:574] : INFO : Epoch 1647 | loss: 0.0311791 | val_loss: 0.0311894 | Time: 1497.39 ms [2021-12-03 05:20:54 main:574] : INFO : Epoch 1648 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 1521.68 ms [2021-12-03 05:20:55 main:574] : INFO : Epoch 1649 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 1523.62 ms [2021-12-03 05:20:57 main:574] : INFO : Epoch 1650 | loss: 0.0311788 | val_loss: 0.0311863 | Time: 1544.05 ms [2021-12-03 05:20:58 main:574] : INFO : Epoch 1651 | loss: 0.031179 | val_loss: 0.0311871 | Time: 1519.73 ms [2021-12-03 05:21:00 main:574] : INFO : Epoch 1652 | loss: 0.0311809 | val_loss: 0.0311972 | Time: 1488.2 ms [2021-12-03 05:21:01 main:574] : INFO : Epoch 1653 | loss: 0.0311832 | val_loss: 0.0311882 | Time: 1494.12 ms [2021-12-03 05:21:03 main:574] : INFO : Epoch 1654 | loss: 0.0311792 | val_loss: 0.0311888 | Time: 1496.28 ms [2021-12-03 05:21:04 main:574] : INFO : Epoch 1655 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 1500.4 ms [2021-12-03 05:21:06 main:574] : INFO : Epoch 1656 | loss: 0.0311788 | val_loss: 0.0311839 | Time: 1513.32 ms [2021-12-03 05:21:07 main:574] : INFO : Epoch 1657 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 1504.3 ms [2021-12-03 05:21:09 main:574] : INFO : Epoch 1658 | loss: 0.0311781 | val_loss: 0.0311863 | Time: 1514.33 ms [2021-12-03 05:21:10 main:574] : INFO : Epoch 1659 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 1498.05 ms [2021-12-03 05:21:12 main:574] : INFO : Epoch 1660 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 1519.29 ms [2021-12-03 05:21:13 main:574] : INFO : Epoch 1661 | loss: 0.031178 | val_loss: 0.0311858 | Time: 1510.09 ms [2021-12-03 05:21:15 main:574] : INFO : Epoch 1662 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 1512.97 ms [2021-12-03 05:21:16 main:574] : INFO : Epoch 1663 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 1508.65 ms [2021-12-03 05:21:18 main:574] : INFO : Epoch 1664 | loss: 0.031177 | val_loss: 0.0311848 | Time: 1498.04 ms [2021-12-03 05:21:19 main:574] : INFO : Epoch 1665 | loss: 0.0311796 | val_loss: 0.0311874 | Time: 1486.78 ms [2021-12-03 05:21:21 main:574] : INFO : Epoch 1666 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 1504.96 ms [2021-12-03 05:21:22 main:574] : INFO : Epoch 1667 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 1475.85 ms [2021-12-03 05:21:24 main:574] : INFO : Epoch 1668 | loss: 0.0311784 | val_loss: 0.031186 | Time: 1503.73 ms [2021-12-03 05:21:25 main:574] : INFO : Epoch 1669 | loss: 0.031178 | val_loss: 0.0311847 | Time: 1501.37 ms [2021-12-03 05:21:27 main:574] : INFO : Epoch 1670 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 1535.7 ms [2021-12-03 05:21:28 main:574] : INFO : Epoch 1671 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 1499.82 ms [2021-12-03 05:21:30 main:574] : INFO : Epoch 1672 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 1519.11 ms [2021-12-03 05:21:31 main:574] : INFO : Epoch 1673 | loss: 0.0311771 | val_loss: 0.0311859 | Time: 1497.38 ms [2021-12-03 05:21:33 main:574] : INFO : Epoch 1674 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 1521.55 ms [2021-12-03 05:21:34 main:574] : INFO : Epoch 1675 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 1481.69 ms [2021-12-03 05:21:36 main:574] : INFO : Epoch 1676 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 1504.8 ms [2021-12-03 05:21:37 main:574] : INFO : Epoch 1677 | loss: 0.031177 | val_loss: 0.0311852 | Time: 1505.65 ms [2021-12-03 05:21:39 main:574] : INFO : Epoch 1678 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 1503.94 ms [2021-12-03 05:21:40 main:574] : INFO : Epoch 1679 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 1503.97 ms [2021-12-03 05:21:42 main:574] : INFO : Epoch 1680 | loss: 0.0311774 | val_loss: 0.0311887 | Time: 1530.95 ms [2021-12-03 05:21:43 main:574] : INFO : Epoch 1681 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 1498 ms [2021-12-03 05:21:45 main:574] : INFO : Epoch 1682 | loss: 0.0311766 | val_loss: 0.0311848 | Time: 1520.02 ms [2021-12-03 05:21:47 main:574] : INFO : Epoch 1683 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 1518.9 ms [2021-12-03 05:21:48 main:574] : INFO : Epoch 1684 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1496.21 ms [2021-12-03 05:21:50 main:574] : INFO : Epoch 1685 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 1506.32 ms [2021-12-03 05:21:51 main:574] : INFO : Epoch 1686 | loss: 0.0311763 | val_loss: 0.0311871 | Time: 1485.35 ms [2021-12-03 05:21:53 main:574] : INFO : Epoch 1687 | loss: 0.0311764 | val_loss: 0.0311857 | Time: 1486.32 ms [2021-12-03 05:21:54 main:574] : INFO : Epoch 1688 | loss: 0.031176 | val_loss: 0.0311844 | Time: 1517.29 ms [2021-12-03 05:21:56 main:574] : INFO : Epoch 1689 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 1509.01 ms [2021-12-03 05:21:57 main:574] : INFO : Epoch 1690 | loss: 0.0311777 | val_loss: 0.0311854 | Time: 1516.89 ms [2021-12-03 05:21:59 main:574] : INFO : Epoch 1691 | loss: 0.0311764 | val_loss: 0.031185 | Time: 1530.81 ms [2021-12-03 05:22:00 main:574] : INFO : Epoch 1692 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 1528.42 ms [2021-12-03 05:22:02 main:574] : INFO : Epoch 1693 | loss: 0.0311767 | val_loss: 0.0311873 | Time: 1515.68 ms [2021-12-03 05:22:03 main:574] : INFO : Epoch 1694 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 1499.16 ms [2021-12-03 05:22:05 main:574] : INFO : Epoch 1695 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 1499.76 ms [2021-12-03 05:22:06 main:574] : INFO : Epoch 1696 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 1503.43 ms [2021-12-03 05:22:08 main:574] : INFO : Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311859 | Time: 1513.86 ms [2021-12-03 05:22:09 main:574] : INFO : Epoch 1698 | loss: 0.0311799 | val_loss: 0.0311927 | Time: 1509.56 ms [2021-12-03 05:22:11 main:574] : INFO : Epoch 1699 | loss: 0.0311795 | val_loss: 0.0311857 | Time: 1508.49 ms [2021-12-03 05:22:12 main:574] : INFO : Epoch 1700 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 1503.95 ms [2021-12-03 05:22:14 main:574] : INFO : Epoch 1701 | loss: 0.0311802 | val_loss: 0.0311864 | Time: 1526.59 ms [2021-12-03 05:22:15 main:574] : INFO : Epoch 1702 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 1495.59 ms [2021-12-03 05:22:17 main:574] : INFO : Epoch 1703 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 1479.6 ms [2021-12-03 05:22:18 main:574] : INFO : Epoch 1704 | loss: 0.0311793 | val_loss: 0.0311848 | Time: 1516.72 ms [2021-12-03 05:22:20 main:574] : INFO : Epoch 1705 | loss: 0.0311781 | val_loss: 0.031184 | Time: 1505.9 ms [2021-12-03 05:22:21 main:574] : INFO : Epoch 1706 | loss: 0.0311791 | val_loss: 0.0311849 | Time: 1515.03 ms [2021-12-03 05:22:23 main:574] : INFO : Epoch 1707 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 1493.98 ms [2021-12-03 05:22:24 main:574] : INFO : Epoch 1708 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 1503.39 ms [2021-12-03 05:22:26 main:574] : INFO : Epoch 1709 | loss: 0.0311781 | val_loss: 0.031184 | Time: 1517.05 ms [2021-12-03 05:22:27 main:574] : INFO : Epoch 1710 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 1545.08 ms [2021-12-03 05:22:29 main:574] : INFO : Epoch 1711 | loss: 0.0311824 | val_loss: 0.0311824 | Time: 1506.74 ms [2021-12-03 05:22:30 main:574] : INFO : Epoch 1712 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 1500.96 ms [2021-12-03 05:22:32 main:574] : INFO : Epoch 1713 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 1509.01 ms [2021-12-03 05:22:33 main:574] : INFO : Epoch 1714 | loss: 0.0311827 | val_loss: 0.0311824 | Time: 1508.75 ms [2021-12-03 05:22:35 main:574] : INFO : Epoch 1715 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 1495.65 ms [2021-12-03 05:22:36 main:574] : INFO : Epoch 1716 | loss: 0.0311797 | val_loss: 0.0311819 | Time: 1496.7 ms [2021-12-03 05:22:38 main:574] : INFO : Epoch 1717 | loss: 0.031181 | val_loss: 0.0311879 | Time: 1496.24 ms [2021-12-03 05:22:39 main:574] : INFO : Epoch 1718 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1516.19 ms [2021-12-03 05:22:41 main:574] : INFO : Epoch 1719 | loss: 0.0311797 | val_loss: 0.0311831 | Time: 1515.82 ms [2021-12-03 05:22:43 main:574] : INFO : Epoch 1720 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 1505.92 ms [2021-12-03 05:22:44 main:574] : INFO : Epoch 1721 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 1503.05 ms [2021-12-03 05:22:46 main:574] : INFO : Epoch 1722 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1514.73 ms [2021-12-03 05:22:47 main:574] : INFO : Epoch 1723 | loss: 0.031178 | val_loss: 0.0311806 | Time: 1501.94 ms [2021-12-03 05:22:49 main:574] : INFO : Epoch 1724 | loss: 0.0311778 | val_loss: 0.0311803 | Time: 1491 ms [2021-12-03 05:22:50 main:574] : INFO : Epoch 1725 | loss: 0.031179 | val_loss: 0.0311877 | Time: 1488.2 ms [2021-12-03 05:22:52 main:574] : INFO : Epoch 1726 | loss: 0.0311835 | val_loss: 0.0311831 | Time: 1496.24 ms [2021-12-03 05:22:53 main:574] : INFO : Epoch 1727 | loss: 0.0312726 | val_loss: 0.0315385 | Time: 1501.5 ms [2021-12-03 05:22:55 main:574] : INFO : Epoch 1728 | loss: 0.0319306 | val_loss: 0.031722 | Time: 1500.16 ms [2021-12-03 05:22:56 main:574] : INFO : Epoch 1729 | loss: 0.0378209 | val_loss: 0.107665 | Time: 1503.55 ms [2021-12-03 05:22:58 main:574] : INFO : Epoch 1730 | loss: 0.0381063 | val_loss: 0.0315497 | Time: 1487.16 ms [2021-12-03 05:22:59 main:574] : INFO : Epoch 1731 | loss: 0.0317636 | val_loss: 0.0313956 | Time: 1500.78 ms [2021-12-03 05:23:01 main:574] : INFO : Epoch 1732 | loss: 0.0313186 | val_loss: 0.0312679 | Time: 1537.55 ms [2021-12-03 05:23:02 main:574] : INFO : Epoch 1733 | loss: 0.0312522 | val_loss: 0.0312441 | Time: 1491.3 ms [2021-12-03 05:23:04 main:574] : INFO : Epoch 1734 | loss: 0.0312392 | val_loss: 0.0312351 | Time: 1496.31 ms [2021-12-03 05:23:05 main:574] : INFO : Epoch 1735 | loss: 0.0312298 | val_loss: 0.0312248 | Time: 1543.91 ms [2021-12-03 05:23:07 main:574] : INFO : Epoch 1736 | loss: 0.0312204 | val_loss: 0.0312149 | Time: 1524.18 ms [2021-12-03 05:23:08 main:574] : INFO : Epoch 1737 | loss: 0.0312116 | val_loss: 0.0312069 | Time: 1517.95 ms [2021-12-03 05:23:10 main:574] : INFO : Epoch 1738 | loss: 0.0312043 | val_loss: 0.0312005 | Time: 1506.63 ms [2021-12-03 05:23:11 main:574] : INFO : Epoch 1739 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 1490.59 ms [2021-12-03 05:23:13 main:574] : INFO : Epoch 1740 | loss: 0.0311958 | val_loss: 0.0311926 | Time: 1499.05 ms [2021-12-03 05:23:14 main:574] : INFO : Epoch 1741 | loss: 0.0311938 | val_loss: 0.031192 | Time: 1492.47 ms [2021-12-03 05:23:16 main:574] : INFO : Epoch 1742 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 1500.2 ms [2021-12-03 05:23:17 main:574] : INFO : Epoch 1743 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 1487.97 ms [2021-12-03 05:23:19 main:574] : INFO : Epoch 1744 | loss: 0.0311909 | val_loss: 0.0311908 | Time: 1516.47 ms [2021-12-03 05:23:20 main:574] : INFO : Epoch 1745 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 1513.52 ms [2021-12-03 05:23:22 main:574] : INFO : Epoch 1746 | loss: 0.0311902 | val_loss: 0.031188 | Time: 1524.25 ms [2021-12-03 05:23:23 main:574] : INFO : Epoch 1747 | loss: 0.0311886 | val_loss: 0.0311872 | Time: 1513.64 ms [2021-12-03 05:23:25 main:574] : INFO : Epoch 1748 | loss: 0.031188 | val_loss: 0.0311876 | Time: 1519.89 ms [2021-12-03 05:23:26 main:574] : INFO : Epoch 1749 | loss: 0.0311876 | val_loss: 0.0311877 | Time: 1505.15 ms [2021-12-03 05:23:28 main:574] : INFO : Epoch 1750 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 1512.64 ms [2021-12-03 05:23:29 main:574] : INFO : Epoch 1751 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 1490.79 ms [2021-12-03 05:23:31 main:574] : INFO : Epoch 1752 | loss: 0.0311887 | val_loss: 0.0311894 | Time: 1534.22 ms [2021-12-03 05:23:32 main:574] : INFO : Epoch 1753 | loss: 0.0311885 | val_loss: 0.0311891 | Time: 1501.85 ms [2021-12-03 05:23:34 main:574] : INFO : Epoch 1754 | loss: 0.0311883 | val_loss: 0.0311903 | Time: 1507.14 ms [2021-12-03 05:23:35 main:574] : INFO : Epoch 1755 | loss: 0.0311872 | val_loss: 0.0311878 | Time: 1485.65 ms [2021-12-03 05:23:37 main:574] : INFO : Epoch 1756 | loss: 0.0311868 | val_loss: 0.0311877 | Time: 1507.32 ms [2021-12-03 05:23:38 main:574] : INFO : Epoch 1757 | loss: 0.0311862 | val_loss: 0.0311872 | Time: 1499.71 ms [2021-12-03 05:23:40 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 1494.17 ms [2021-12-03 05:23:41 main:574] : INFO : Epoch 1759 | loss: 0.0311866 | val_loss: 0.0311874 | Time: 1511.54 ms [2021-12-03 05:23:43 main:574] : INFO : Epoch 1760 | loss: 0.031187 | val_loss: 0.0311872 | Time: 1495.55 ms [2021-12-03 05:23:44 main:574] : INFO : Epoch 1761 | loss: 0.0311864 | val_loss: 0.0311888 | Time: 1506.71 ms [2021-12-03 05:23:46 main:574] : INFO : Epoch 1762 | loss: 0.0311863 | val_loss: 0.0311874 | Time: 1511.57 ms [2021-12-03 05:23:48 main:574] : INFO : Epoch 1763 | loss: 0.0311852 | val_loss: 0.0311867 | Time: 1527.43 ms [2021-12-03 05:23:49 main:574] : INFO : Epoch 1764 | loss: 0.0311852 | val_loss: 0.0311864 | Time: 1498.85 ms [2021-12-03 05:23:51 main:574] : INFO : Epoch 1765 | loss: 0.031185 | val_loss: 0.0311869 | Time: 1523.44 ms [2021-12-03 05:23:52 main:574] : INFO : Epoch 1766 | loss: 0.0311845 | val_loss: 0.0311868 | Time: 1503.52 ms [2021-12-03 05:23:54 main:574] : INFO : Epoch 1767 | loss: 0.0311843 | val_loss: 0.0311869 | Time: 1501.68 ms [2021-12-03 05:23:55 main:574] : INFO : Epoch 1768 | loss: 0.0311857 | val_loss: 0.031187 | Time: 1493.15 ms [2021-12-03 05:23:57 main:574] : INFO : Epoch 1769 | loss: 0.0311837 | val_loss: 0.0311881 | Time: 1484.75 ms [2021-12-03 05:23:58 main:574] : INFO : Epoch 1770 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 1497.31 ms [2021-12-03 05:24:00 main:574] : INFO : Epoch 1771 | loss: 0.0311833 | val_loss: 0.0311859 | Time: 1493.96 ms [2021-12-03 05:24:01 main:574] : INFO : Epoch 1772 | loss: 0.0311832 | val_loss: 0.0311858 | Time: 1497.39 ms [2021-12-03 05:24:03 main:574] : INFO : Epoch 1773 | loss: 0.0311835 | val_loss: 0.0311916 | Time: 1514.2 ms [2021-12-03 05:24:04 main:574] : INFO : Epoch 1774 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 1526.7 ms [2021-12-03 05:24:06 main:574] : INFO : Epoch 1775 | loss: 0.0311825 | val_loss: 0.0311858 | Time: 1500.53 ms [2021-12-03 05:24:07 main:574] : INFO : Epoch 1776 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 1532.41 ms [2021-12-03 05:24:09 main:574] : INFO : Epoch 1777 | loss: 0.0311823 | val_loss: 0.0311857 | Time: 1518.36 ms [2021-12-03 05:24:10 main:574] : INFO : Epoch 1778 | loss: 0.0311825 | val_loss: 0.0311865 | Time: 1498.96 ms [2021-12-03 05:24:12 main:574] : INFO : Epoch 1779 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 1519.27 ms [2021-12-03 05:24:13 main:574] : INFO : Epoch 1780 | loss: 0.031183 | val_loss: 0.031185 | Time: 1518.64 ms [2021-12-03 05:24:15 main:574] : INFO : Epoch 1781 | loss: 0.0311832 | val_loss: 0.0311857 | Time: 1501.24 ms [2021-12-03 05:24:16 main:574] : INFO : Epoch 1782 | loss: 0.0311822 | val_loss: 0.031185 | Time: 1494.47 ms [2021-12-03 05:24:18 main:574] : INFO : Epoch 1783 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 1503.13 ms [2021-12-03 05:24:19 main:574] : INFO : Epoch 1784 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 1512.7 ms [2021-12-03 05:24:21 main:574] : INFO : Epoch 1785 | loss: 0.0311831 | val_loss: 0.0311845 | Time: 1483.21 ms [2021-12-03 05:24:22 main:574] : INFO : Epoch 1786 | loss: 0.0311817 | val_loss: 0.0311856 | Time: 1484.33 ms [2021-12-03 05:24:24 main:574] : INFO : Epoch 1787 | loss: 0.0311819 | val_loss: 0.0311855 | Time: 1490.23 ms [2021-12-03 05:24:25 main:574] : INFO : Epoch 1788 | loss: 0.0311813 | val_loss: 0.0311868 | Time: 1516.55 ms [2021-12-03 05:24:27 main:574] : INFO : Epoch 1789 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 1500.62 ms [2021-12-03 05:24:28 main:574] : INFO : Epoch 1790 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 1505.83 ms [2021-12-03 05:24:30 main:574] : INFO : Epoch 1791 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 1516.19 ms [2021-12-03 05:24:31 main:574] : INFO : Epoch 1792 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 1505.47 ms [2021-12-03 05:24:33 main:574] : INFO : Epoch 1793 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 1543.54 ms [2021-12-03 05:24:34 main:574] : INFO : Epoch 1794 | loss: 0.0311844 | val_loss: 0.0311873 | Time: 1513.35 ms [2021-12-03 05:24:36 main:574] : INFO : Epoch 1795 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 1490.22 ms [2021-12-03 05:24:37 main:574] : INFO : Epoch 1796 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1488.41 ms [2021-12-03 05:24:39 main:574] : INFO : Epoch 1797 | loss: 0.031182 | val_loss: 0.0311839 | Time: 1505.22 ms [2021-12-03 05:24:40 main:574] : INFO : Epoch 1798 | loss: 0.0311814 | val_loss: 0.0311832 | Time: 1487.02 ms [2021-12-03 05:24:42 main:574] : INFO : Epoch 1799 | loss: 0.0311813 | val_loss: 0.0311833 | Time: 1505.62 ms [2021-12-03 05:24:43 main:574] : INFO : Epoch 1800 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 1514.24 ms [2021-12-03 05:24:45 main:574] : INFO : Epoch 1801 | loss: 0.031182 | val_loss: 0.0311847 | Time: 1516.37 ms [2021-12-03 05:24:46 main:574] : INFO : Epoch 1802 | loss: 0.0311818 | val_loss: 0.031184 | Time: 1511.29 ms [2021-12-03 05:24:48 main:574] : INFO : Epoch 1803 | loss: 0.0311813 | val_loss: 0.0311844 | Time: 1507 ms [2021-12-03 05:24:50 main:574] : INFO : Epoch 1804 | loss: 0.0311809 | val_loss: 0.0311834 | Time: 1536.7 ms [2021-12-03 05:24:51 main:574] : INFO : Epoch 1805 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 1510.18 ms [2021-12-03 05:24:53 main:574] : INFO : Epoch 1806 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 1504.94 ms [2021-12-03 05:24:54 main:574] : INFO : Epoch 1807 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 1492.43 ms [2021-12-03 05:24:56 main:574] : INFO : Epoch 1808 | loss: 0.031181 | val_loss: 0.0311843 | Time: 1508.12 ms [2021-12-03 05:24:57 main:574] : INFO : Epoch 1809 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 1518.97 ms [2021-12-03 05:24:59 main:574] : INFO : Epoch 1810 | loss: 0.031181 | val_loss: 0.0311826 | Time: 1497.48 ms [2021-12-03 05:25:00 main:574] : INFO : Epoch 1811 | loss: 0.0311808 | val_loss: 0.0311836 | Time: 1502.5 ms [2021-12-03 05:25:02 main:574] : INFO : Epoch 1812 | loss: 0.0311806 | val_loss: 0.0311826 | Time: 1532.42 ms [2021-12-03 05:25:03 main:574] : INFO : Epoch 1813 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 1490.81 ms [2021-12-03 05:25:05 main:574] : INFO : Epoch 1814 | loss: 0.031181 | val_loss: 0.0311831 | Time: 1517.79 ms [2021-12-03 05:25:06 main:574] : INFO : Epoch 1815 | loss: 0.0311808 | val_loss: 0.0311836 | Time: 1515.67 ms [2021-12-03 05:25:08 main:574] : INFO : Epoch 1816 | loss: 0.0311809 | val_loss: 0.0311821 | Time: 1493.59 ms [2021-12-03 05:25:09 main:574] : INFO : Epoch 1817 | loss: 0.0311796 | val_loss: 0.0311816 | Time: 1511.38 ms [2021-12-03 05:25:11 main:574] : INFO : Epoch 1818 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 1507.06 ms [2021-12-03 05:25:12 main:574] : INFO : Epoch 1819 | loss: 0.0311812 | val_loss: 0.0311821 | Time: 1499.5 ms [2021-12-03 05:25:14 main:574] : INFO : Epoch 1820 | loss: 0.0311806 | val_loss: 0.0311829 | Time: 1490.68 ms [2021-12-03 05:25:15 main:574] : INFO : Epoch 1821 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 1517.97 ms [2021-12-03 05:25:17 main:574] : INFO : Epoch 1822 | loss: 0.0311821 | val_loss: 0.031183 | Time: 1500.91 ms [2021-12-03 05:25:18 main:574] : INFO : Epoch 1823 | loss: 0.0311818 | val_loss: 0.0311849 | Time: 1504.47 ms [2021-12-03 05:25:20 main:574] : INFO : Epoch 1824 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 1506.94 ms [2021-12-03 05:25:21 main:574] : INFO : Epoch 1825 | loss: 0.03118 | val_loss: 0.0311839 | Time: 1506.81 ms [2021-12-03 05:25:23 main:574] : INFO : Epoch 1826 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 1504.78 ms [2021-12-03 05:25:24 main:574] : INFO : Epoch 1827 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 1510.66 ms [2021-12-03 05:25:26 main:574] : INFO : Epoch 1828 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 1521.82 ms [2021-12-03 05:25:27 main:574] : INFO : Epoch 1829 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 1512.17 ms [2021-12-03 05:25:29 main:574] : INFO : Epoch 1830 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 1507.88 ms [2021-12-03 05:25:30 main:574] : INFO : Epoch 1831 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 1468.39 ms [2021-12-03 05:25:32 main:574] : INFO : Epoch 1832 | loss: 0.0311804 | val_loss: 0.0311835 | Time: 1485.1 ms [2021-12-03 05:25:33 main:574] : INFO : Epoch 1833 | loss: 0.0311802 | val_loss: 0.0311845 | Time: 1520.11 ms [2021-12-03 05:25:35 main:574] : INFO : Epoch 1834 | loss: 0.0311804 | val_loss: 0.0311848 | Time: 1519.18 ms [2021-12-03 05:25:36 main:574] : INFO : Epoch 1835 | loss: 0.0311798 | val_loss: 0.0311828 | Time: 1477.72 ms [2021-12-03 05:25:38 main:574] : INFO : Epoch 1836 | loss: 0.0311792 | val_loss: 0.0311833 | Time: 1542.53 ms [2021-12-03 05:25:39 main:574] : INFO : Epoch 1837 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 1534.59 ms [2021-12-03 05:25:41 main:574] : INFO : Epoch 1838 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 1518.77 ms [2021-12-03 05:25:42 main:574] : INFO : Epoch 1839 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 1480.41 ms [2021-12-03 05:25:44 main:574] : INFO : Epoch 1840 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 1499.97 ms [2021-12-03 05:25:46 main:574] : INFO : Epoch 1841 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 1522.44 ms [2021-12-03 05:25:47 main:574] : INFO : Epoch 1842 | loss: 0.0311806 | val_loss: 0.0311832 | Time: 1493.89 ms [2021-12-03 05:25:49 main:574] : INFO : Epoch 1843 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 1482.21 ms [2021-12-03 05:25:50 main:574] : INFO : Epoch 1844 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 1505.95 ms [2021-12-03 05:25:52 main:574] : INFO : Epoch 1845 | loss: 0.0311801 | val_loss: 0.0311838 | Time: 1513.7 ms [2021-12-03 05:25:53 main:574] : INFO : Epoch 1846 | loss: 0.0311791 | val_loss: 0.0311821 | Time: 1529.94 ms [2021-12-03 05:25:55 main:574] : INFO : Epoch 1847 | loss: 0.0311792 | val_loss: 0.0311842 | Time: 1550.59 ms [2021-12-03 05:25:56 main:574] : INFO : Epoch 1848 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1475.48 ms [2021-12-03 05:25:58 main:574] : INFO : Epoch 1849 | loss: 0.0311785 | val_loss: 0.0311818 | Time: 1538.92 ms [2021-12-03 05:25:59 main:574] : INFO : Epoch 1850 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 1492.4 ms [2021-12-03 05:26:01 main:574] : INFO : Epoch 1851 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 1484.33 ms [2021-12-03 05:26:02 main:574] : INFO : Epoch 1852 | loss: 0.0311789 | val_loss: 0.0311854 | Time: 1459.7 ms [2021-12-03 05:26:04 main:574] : INFO : Epoch 1853 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 1505.08 ms [2021-12-03 05:26:05 main:574] : INFO : Epoch 1854 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 1517.18 ms [2021-12-03 05:26:07 main:574] : INFO : Epoch 1855 | loss: 0.0311784 | val_loss: 0.0311816 | Time: 1509.52 ms [2021-12-03 05:26:08 main:574] : INFO : Epoch 1856 | loss: 0.0311794 | val_loss: 0.0311822 | Time: 1467.87 ms [2021-12-03 05:26:10 main:574] : INFO : Epoch 1857 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 1534.28 ms [2021-12-03 05:26:11 main:574] : INFO : Epoch 1858 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 1489.94 ms [2021-12-03 05:26:13 main:574] : INFO : Epoch 1859 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 1520.29 ms [2021-12-03 05:26:14 main:574] : INFO : Epoch 1860 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 1514.74 ms [2021-12-03 05:26:16 main:574] : INFO : Epoch 1861 | loss: 0.0311775 | val_loss: 0.031182 | Time: 1514.14 ms [2021-12-03 05:26:17 main:574] : INFO : Epoch 1862 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 1494.67 ms [2021-12-03 05:26:19 main:574] : INFO : Epoch 1863 | loss: 0.0311791 | val_loss: 0.0311845 | Time: 1499.44 ms [2021-12-03 05:26:20 main:574] : INFO : Epoch 1864 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 1496.5 ms [2021-12-03 05:26:22 main:574] : INFO : Epoch 1865 | loss: 0.0311794 | val_loss: 0.0311814 | Time: 1492.47 ms [2021-12-03 05:26:23 main:574] : INFO : Epoch 1866 | loss: 0.031179 | val_loss: 0.0311848 | Time: 1500.47 ms [2021-12-03 05:26:25 main:574] : INFO : Epoch 1867 | loss: 0.0311785 | val_loss: 0.0311828 | Time: 1492.24 ms [2021-12-03 05:26:26 main:574] : INFO : Epoch 1868 | loss: 0.0311788 | val_loss: 0.031181 | Time: 1490.77 ms [2021-12-03 05:26:28 main:574] : INFO : Epoch 1869 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 1504.87 ms [2021-12-03 05:26:29 main:574] : INFO : Epoch 1870 | loss: 0.0311792 | val_loss: 0.0311812 | Time: 1492.95 ms [2021-12-03 05:26:31 main:574] : INFO : Epoch 1871 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 1495.75 ms [2021-12-03 05:26:32 main:574] : INFO : Epoch 1872 | loss: 0.03118 | val_loss: 0.0311844 | Time: 1526.48 ms [2021-12-03 05:26:34 main:574] : INFO : Epoch 1873 | loss: 0.031179 | val_loss: 0.0311828 | Time: 1510.94 ms [2021-12-03 05:26:35 main:574] : INFO : Epoch 1874 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 1498.41 ms [2021-12-03 05:26:37 main:574] : INFO : Epoch 1875 | loss: 0.0311783 | val_loss: 0.0311829 | Time: 1517.05 ms [2021-12-03 05:26:38 main:574] : INFO : Epoch 1876 | loss: 0.0311776 | val_loss: 0.0311835 | Time: 1500.91 ms [2021-12-03 05:26:40 main:574] : INFO : Epoch 1877 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1508.53 ms [2021-12-03 05:26:41 main:574] : INFO : Epoch 1878 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 1488.29 ms [2021-12-03 05:26:43 main:574] : INFO : Epoch 1879 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 1502.74 ms [2021-12-03 05:26:44 main:574] : INFO : Epoch 1880 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 1492.21 ms [2021-12-03 05:26:46 main:574] : INFO : Epoch 1881 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 1497.7 ms [2021-12-03 05:26:47 main:574] : INFO : Epoch 1882 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 1487.43 ms [2021-12-03 05:26:49 main:574] : INFO : Epoch 1883 | loss: 0.0311776 | val_loss: 0.0311827 | Time: 1566 ms [2021-12-03 05:26:50 main:574] : INFO : Epoch 1884 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1488.74 ms [2021-12-03 05:26:52 main:574] : INFO : Epoch 1885 | loss: 0.031177 | val_loss: 0.0311813 | Time: 1499.98 ms [2021-12-03 05:26:53 main:574] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 1503.29 ms [2021-12-03 05:26:55 main:574] : INFO : Epoch 1887 | loss: 0.031179 | val_loss: 0.0311874 | Time: 1494.19 ms [2021-12-03 05:26:56 main:574] : INFO : Epoch 1888 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 1498.22 ms [2021-12-03 05:26:58 main:574] : INFO : Epoch 1889 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 1509.62 ms [2021-12-03 05:26:59 main:574] : INFO : Epoch 1890 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1499.95 ms [2021-12-03 05:27:01 main:574] : INFO : Epoch 1891 | loss: 0.031179 | val_loss: 0.0311832 | Time: 1517.67 ms [2021-12-03 05:27:03 main:574] : INFO : Epoch 1892 | loss: 0.0311777 | val_loss: 0.0311842 | Time: 1510.54 ms [2021-12-03 05:27:04 main:574] : INFO : Epoch 1893 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 1532.84 ms [2021-12-03 05:27:06 main:574] : INFO : Epoch 1894 | loss: 0.0311762 | val_loss: 0.0311821 | Time: 1514.23 ms [2021-12-03 05:27:07 main:574] : INFO : Epoch 1895 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 1515.33 ms [2021-12-03 05:27:09 main:574] : INFO : Epoch 1896 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 1493.76 ms [2021-12-03 05:27:10 main:574] : INFO : Epoch 1897 | loss: 0.031177 | val_loss: 0.0311823 | Time: 1508.88 ms [2021-12-03 05:27:12 main:574] : INFO : Epoch 1898 | loss: 0.0311756 | val_loss: 0.0311817 | Time: 1497 ms [2021-12-03 05:27:13 main:574] : INFO : Epoch 1899 | loss: 0.0311754 | val_loss: 0.0311828 | Time: 1490.88 ms [2021-12-03 05:27:15 main:574] : INFO : Epoch 1900 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 1499.04 ms [2021-12-03 05:27:16 main:574] : INFO : Epoch 1901 | loss: 0.031178 | val_loss: 0.0311821 | Time: 1495.58 ms [2021-12-03 05:27:18 main:574] : INFO : Epoch 1902 | loss: 0.0311761 | val_loss: 0.031184 | Time: 1540.97 ms [2021-12-03 05:27:19 main:574] : INFO : Epoch 1903 | loss: 0.0311754 | val_loss: 0.0311826 | Time: 1489.13 ms [2021-12-03 05:27:21 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 1535.96 ms [2021-12-03 05:27:22 main:574] : INFO : Epoch 1905 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 1499.64 ms [2021-12-03 05:27:24 main:574] : INFO : Epoch 1906 | loss: 0.0311773 | val_loss: 0.0311814 | Time: 1507.37 ms [2021-12-03 05:27:25 main:574] : INFO : Epoch 1907 | loss: 0.0311771 | val_loss: 0.0311844 | Time: 1495.48 ms [2021-12-03 05:27:27 main:574] : INFO : Epoch 1908 | loss: 0.031178 | val_loss: 0.031186 | Time: 1507.36 ms [2021-12-03 05:27:28 main:574] : INFO : Epoch 1909 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1489.78 ms [2021-12-03 05:27:30 main:574] : INFO : Epoch 1910 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 1510.27 ms [2021-12-03 05:27:31 main:574] : INFO : Epoch 1911 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 1498.27 ms [2021-12-03 05:27:33 main:574] : INFO : Epoch 1912 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 1513.41 ms [2021-12-03 05:27:34 main:574] : INFO : Epoch 1913 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 1512.21 ms [2021-12-03 05:27:36 main:574] : INFO : Epoch 1914 | loss: 0.0311749 | val_loss: 0.0311821 | Time: 1509.23 ms [2021-12-03 05:27:37 main:574] : INFO : Epoch 1915 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 1503.33 ms [2021-12-03 05:27:39 main:574] : INFO : Epoch 1916 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 1485.6 ms [2021-12-03 05:27:40 main:574] : INFO : Epoch 1917 | loss: 0.0311762 | val_loss: 0.0311831 | Time: 1532.35 ms [2021-12-03 05:27:42 main:574] : INFO : Epoch 1918 | loss: 0.0311753 | val_loss: 0.0311844 | Time: 1501.17 ms [2021-12-03 05:27:43 main:574] : INFO : Epoch 1919 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 1513.67 ms [2021-12-03 05:27:45 main:574] : INFO : Epoch 1920 | loss: 0.0311774 | val_loss: 0.0311844 | Time: 1517.32 ms [2021-12-03 05:27:46 main:574] : INFO : Epoch 1921 | loss: 0.031178 | val_loss: 0.031183 | Time: 1531.09 ms [2021-12-03 05:27:48 main:574] : INFO : Epoch 1922 | loss: 0.031177 | val_loss: 0.0311837 | Time: 1507.36 ms [2021-12-03 05:27:49 main:574] : INFO : Epoch 1923 | loss: 0.0311768 | val_loss: 0.0311841 | Time: 1511.57 ms [2021-12-03 05:27:51 main:574] : INFO : Epoch 1924 | loss: 0.0311758 | val_loss: 0.0311824 | Time: 1510.19 ms [2021-12-03 05:27:53 main:574] : INFO : Epoch 1925 | loss: 0.0311768 | val_loss: 0.031184 | Time: 1495.7 ms [2021-12-03 05:27:54 main:574] : INFO : Epoch 1926 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 1501.59 ms [2021-12-03 05:27:56 main:574] : INFO : Epoch 1927 | loss: 0.0311756 | val_loss: 0.0311826 | Time: 1518.43 ms [2021-12-03 05:27:57 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 1516.48 ms [2021-12-03 05:27:59 main:574] : INFO : Epoch 1929 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 1525.25 ms [2021-12-03 05:28:00 main:574] : INFO : Epoch 1930 | loss: 0.0311761 | val_loss: 0.0311867 | Time: 1495.45 ms [2021-12-03 05:28:02 main:574] : INFO : Epoch 1931 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 1524.48 ms [2021-12-03 05:28:03 main:574] : INFO : Epoch 1932 | loss: 0.0311765 | val_loss: 0.031185 | Time: 1492.04 ms [2021-12-03 05:28:05 main:574] : INFO : Epoch 1933 | loss: 0.0311761 | val_loss: 0.0311859 | Time: 1507.73 ms [2021-12-03 05:28:06 main:574] : INFO : Epoch 1934 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 1520.91 ms [2021-12-03 05:28:08 main:574] : INFO : Epoch 1935 | loss: 0.0311773 | val_loss: 0.0311863 | Time: 1526.99 ms [2021-12-03 05:28:09 main:574] : INFO : Epoch 1936 | loss: 0.0311786 | val_loss: 0.0311857 | Time: 1542.51 ms [2021-12-03 05:28:11 main:574] : INFO : Epoch 1937 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 1490.01 ms [2021-12-03 05:28:12 main:574] : INFO : Epoch 1938 | loss: 0.0311745 | val_loss: 0.0311845 | Time: 1517.73 ms [2021-12-03 05:28:14 main:574] : INFO : Epoch 1939 | loss: 0.0311756 | val_loss: 0.0311834 | Time: 1511.84 ms [2021-12-03 05:28:15 main:574] : INFO : Epoch 1940 | loss: 0.0311755 | val_loss: 0.0311847 | Time: 1571.32 ms [2021-12-03 05:28:17 main:574] : INFO : Epoch 1941 | loss: 0.0311749 | val_loss: 0.0311831 | Time: 1518.04 ms [2021-12-03 05:28:18 main:574] : INFO : Epoch 1942 | loss: 0.0311755 | val_loss: 0.0311848 | Time: 1501.1 ms [2021-12-03 05:28:20 main:574] : INFO : Epoch 1943 | loss: 0.0311775 | val_loss: 0.0311819 | Time: 1479.77 ms [2021-12-03 05:28:21 main:574] : INFO : Epoch 1944 | loss: 0.031176 | val_loss: 0.0311821 | Time: 1505.27 ms [2021-12-03 05:28:23 main:574] : INFO : Epoch 1945 | loss: 0.0311749 | val_loss: 0.0311845 | Time: 1495.41 ms [2021-12-03 05:28:24 main:574] : INFO : Epoch 1946 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1518.44 ms [2021-12-03 05:28:26 main:574] : INFO : Epoch 1947 | loss: 0.031177 | val_loss: 0.0311827 | Time: 1505.18 ms [2021-12-03 05:28:27 main:574] : INFO : Epoch 1948 | loss: 0.0311757 | val_loss: 0.0311824 | Time: 1496.23 ms [2021-12-03 05:28:29 main:574] : INFO : Epoch 1949 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 1579.94 ms [2021-12-03 05:28:31 main:574] : INFO : Epoch 1950 | loss: 0.031176 | val_loss: 0.031183 | Time: 1522.47 ms [2021-12-03 05:28:32 main:574] : INFO : Epoch 1951 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 1528.06 ms [2021-12-03 05:28:34 main:574] : INFO : Epoch 1952 | loss: 0.031176 | val_loss: 0.0311823 | Time: 1494.07 ms [2021-12-03 05:28:35 main:574] : INFO : Epoch 1953 | loss: 0.0311779 | val_loss: 0.0311848 | Time: 1496.68 ms [2021-12-03 05:28:37 main:574] : INFO : Epoch 1954 | loss: 0.031178 | val_loss: 0.0311832 | Time: 1517.89 ms [2021-12-03 05:28:38 main:574] : INFO : Epoch 1955 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1483.68 ms [2021-12-03 05:28:40 main:574] : INFO : Epoch 1956 | loss: 0.0311767 | val_loss: 0.031182 | Time: 1512.96 ms [2021-12-03 05:28:41 main:574] : INFO : Epoch 1957 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1523.24 ms [2021-12-03 05:28:43 main:574] : INFO : Epoch 1958 | loss: 0.0311775 | val_loss: 0.0311829 | Time: 1517.2 ms [2021-12-03 05:28:44 main:574] : INFO : Epoch 1959 | loss: 0.0311761 | val_loss: 0.031182 | Time: 1519.14 ms [2021-12-03 05:28:46 main:574] : INFO : Epoch 1960 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 1540.58 ms [2021-12-03 05:28:47 main:574] : INFO : Epoch 1961 | loss: 0.0311759 | val_loss: 0.031183 | Time: 1507.18 ms [2021-12-03 05:28:49 main:574] : INFO : Epoch 1962 | loss: 0.0311761 | val_loss: 0.031186 | Time: 1513.99 ms [2021-12-03 05:28:50 main:574] : INFO : Epoch 1963 | loss: 0.0311764 | val_loss: 0.0311817 | Time: 1486.77 ms [2021-12-03 05:28:52 main:574] : INFO : Epoch 1964 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 1489.06 ms [2021-12-03 05:28:53 main:574] : INFO : Epoch 1965 | loss: 0.0311751 | val_loss: 0.0311848 | Time: 1527.65 ms [2021-12-03 05:28:55 main:574] : INFO : Epoch 1966 | loss: 0.0311748 | val_loss: 0.0311849 | Time: 1507.94 ms [2021-12-03 05:28:56 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 1530.79 ms [2021-12-03 05:28:58 main:574] : INFO : Epoch 1968 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 1510.51 ms [2021-12-03 05:28:59 main:574] : INFO : Epoch 1969 | loss: 0.0311739 | val_loss: 0.0311852 | Time: 1501.62 ms [2021-12-03 05:29:01 main:574] : INFO : Epoch 1970 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 1494.26 ms [2021-12-03 05:29:02 main:574] : INFO : Epoch 1971 | loss: 0.031174 | val_loss: 0.0311832 | Time: 1497.51 ms [2021-12-03 05:29:04 main:574] : INFO : Epoch 1972 | loss: 0.0311744 | val_loss: 0.0311856 | Time: 1488.04 ms [2021-12-03 05:29:05 main:574] : INFO : Epoch 1973 | loss: 0.0311747 | val_loss: 0.031188 | Time: 1524.87 ms [2021-12-03 05:29:07 main:574] : INFO : Epoch 1974 | loss: 0.0311761 | val_loss: 0.031185 | Time: 1501.18 ms [2021-12-03 05:29:08 main:574] : INFO : Epoch 1975 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 1491.53 ms [2021-12-03 05:29:10 main:574] : INFO : Epoch 1976 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 1500.59 ms [2021-12-03 05:29:11 main:574] : INFO : Epoch 1977 | loss: 0.0311757 | val_loss: 0.0311834 | Time: 1531 ms [2021-12-03 05:29:13 main:574] : INFO : Epoch 1978 | loss: 0.031178 | val_loss: 0.0311818 | Time: 1547.84 ms [2021-12-03 05:29:15 main:574] : INFO : Epoch 1979 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 1522.53 ms [2021-12-03 05:29:16 main:574] : INFO : Epoch 1980 | loss: 0.0311795 | val_loss: 0.031182 | Time: 1509.68 ms [2021-12-03 05:29:18 main:574] : INFO : Epoch 1981 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 1503.82 ms [2021-12-03 05:29:19 main:574] : INFO : Epoch 1982 | loss: 0.031178 | val_loss: 0.0311833 | Time: 1501.55 ms [2021-12-03 05:29:21 main:574] : INFO : Epoch 1983 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 1523.76 ms [2021-12-03 05:29:22 main:574] : INFO : Epoch 1984 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 1511.38 ms [2021-12-03 05:29:24 main:574] : INFO : Epoch 1985 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 1504.06 ms [2021-12-03 05:29:25 main:574] : INFO : Epoch 1986 | loss: 0.0311766 | val_loss: 0.031181 | Time: 1512.06 ms [2021-12-03 05:29:27 main:574] : INFO : Epoch 1987 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 1497.26 ms [2021-12-03 05:29:28 main:574] : INFO : Epoch 1988 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1493.28 ms [2021-12-03 05:29:30 main:574] : INFO : Epoch 1989 | loss: 0.0311771 | val_loss: 0.0311912 | Time: 1505.28 ms [2021-12-03 05:29:31 main:574] : INFO : Epoch 1990 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 1504.41 ms [2021-12-03 05:29:33 main:574] : INFO : Epoch 1991 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 1534.86 ms [2021-12-03 05:29:34 main:574] : INFO : Epoch 1992 | loss: 0.031178 | val_loss: 0.0311828 | Time: 1510.46 ms [2021-12-03 05:29:36 main:574] : INFO : Epoch 1993 | loss: 0.0311767 | val_loss: 0.031188 | Time: 1542.65 ms [2021-12-03 05:29:37 main:574] : INFO : Epoch 1994 | loss: 0.0311787 | val_loss: 0.031188 | Time: 1526.51 ms [2021-12-03 05:29:39 main:574] : INFO : Epoch 1995 | loss: 0.0311787 | val_loss: 0.0311836 | Time: 1532.08 ms [2021-12-03 05:29:40 main:574] : INFO : Epoch 1996 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 1514.21 ms [2021-12-03 05:29:42 main:574] : INFO : Epoch 1997 | loss: 0.0311753 | val_loss: 0.0311832 | Time: 1516 ms [2021-12-03 05:29:43 main:574] : INFO : Epoch 1998 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 1509.57 ms [2021-12-03 05:29:45 main:574] : INFO : Epoch 1999 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 1510.16 ms [2021-12-03 05:29:46 main:574] : INFO : Epoch 2000 | loss: 0.031176 | val_loss: 0.0311842 | Time: 1495.1 ms [2021-12-03 05:29:48 main:574] : INFO : Epoch 2001 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 1506.1 ms [2021-12-03 05:29:49 main:574] : INFO : Epoch 2002 | loss: 0.0311843 | val_loss: 0.0311938 | Time: 1518.7 ms [2021-12-03 05:29:51 main:574] : INFO : Epoch 2003 | loss: 0.0311838 | val_loss: 0.0311871 | Time: 1524.03 ms [2021-12-03 05:29:53 main:574] : INFO : Epoch 2004 | loss: 0.031183 | val_loss: 0.0311858 | Time: 1527.24 ms [2021-12-03 05:29:54 main:574] : INFO : Epoch 2005 | loss: 0.0311796 | val_loss: 0.0311862 | Time: 1514.02 ms [2021-12-03 05:29:56 main:574] : INFO : Epoch 2006 | loss: 0.0311791 | val_loss: 0.031183 | Time: 1513.56 ms [2021-12-03 05:29:57 main:574] : INFO : Epoch 2007 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 1491.34 ms [2021-12-03 05:29:59 main:574] : INFO : Epoch 2008 | loss: 0.0311801 | val_loss: 0.0311816 | Time: 1511.68 ms [2021-12-03 05:30:00 main:574] : INFO : Epoch 2009 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 1523.4 ms [2021-12-03 05:30:02 main:574] : INFO : Epoch 2010 | loss: 0.0311791 | val_loss: 0.0311835 | Time: 1495.61 ms [2021-12-03 05:30:03 main:574] : INFO : Epoch 2011 | loss: 0.0311796 | val_loss: 0.0311823 | Time: 1493.46 ms [2021-12-03 05:30:05 main:574] : INFO : Epoch 2012 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 1502.92 ms [2021-12-03 05:30:06 main:574] : INFO : Epoch 2013 | loss: 0.0311793 | val_loss: 0.031185 | Time: 1519.18 ms [2021-12-03 05:30:08 main:574] : INFO : Epoch 2014 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 1487.45 ms [2021-12-03 05:30:09 main:574] : INFO : Epoch 2015 | loss: 0.031178 | val_loss: 0.0311887 | Time: 1503.69 ms [2021-12-03 05:30:11 main:574] : INFO : Epoch 2016 | loss: 0.0311803 | val_loss: 0.0311868 | Time: 1560.3 ms [2021-12-03 05:30:12 main:574] : INFO : Epoch 2017 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 1490.63 ms [2021-12-03 05:30:14 main:574] : INFO : Epoch 2018 | loss: 0.031177 | val_loss: 0.0311855 | Time: 1530.6 ms [2021-12-03 05:30:15 main:574] : INFO : Epoch 2019 | loss: 0.0311803 | val_loss: 0.0311896 | Time: 1497.51 ms [2021-12-03 05:30:17 main:574] : INFO : Epoch 2020 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 1514.43 ms [2021-12-03 05:30:18 main:574] : INFO : Epoch 2021 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 1510.52 ms [2021-12-03 05:30:20 main:574] : INFO : Epoch 2022 | loss: 0.0311796 | val_loss: 0.031182 | Time: 1507.42 ms [2021-12-03 05:30:21 main:574] : INFO : Epoch 2023 | loss: 0.0311767 | val_loss: 0.0311826 | Time: 1505.34 ms [2021-12-03 05:30:23 main:574] : INFO : Epoch 2024 | loss: 0.0311777 | val_loss: 0.031183 | Time: 1503.61 ms [2021-12-03 05:30:24 main:574] : INFO : Epoch 2025 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 1521.63 ms [2021-12-03 05:30:26 main:574] : INFO : Epoch 2026 | loss: 0.0311758 | val_loss: 0.0311833 | Time: 1480.07 ms [2021-12-03 05:30:27 main:574] : INFO : Epoch 2027 | loss: 0.031178 | val_loss: 0.0311875 | Time: 1501.12 ms [2021-12-03 05:30:29 main:574] : INFO : Epoch 2028 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 1511.28 ms [2021-12-03 05:30:30 main:574] : INFO : Epoch 2029 | loss: 0.0311752 | val_loss: 0.0311822 | Time: 1501.57 ms [2021-12-03 05:30:32 main:574] : INFO : Epoch 2030 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 1481.05 ms [2021-12-03 05:30:33 main:574] : INFO : Epoch 2031 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1497.03 ms [2021-12-03 05:30:35 main:574] : INFO : Epoch 2032 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 1525.32 ms [2021-12-03 05:30:36 main:574] : INFO : Epoch 2033 | loss: 0.0311738 | val_loss: 0.0311826 | Time: 1528.18 ms [2021-12-03 05:30:38 main:574] : INFO : Epoch 2034 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 1545.66 ms [2021-12-03 05:30:39 main:574] : INFO : Epoch 2035 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 1478.4 ms [2021-12-03 05:30:41 main:574] : INFO : Epoch 2036 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 1523.25 ms [2021-12-03 05:30:43 main:574] : INFO : Epoch 2037 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1513.13 ms [2021-12-03 05:30:44 main:574] : INFO : Epoch 2038 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 1513.64 ms [2021-12-03 05:30:46 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.0311872 | Time: 1504.27 ms [2021-12-03 05:30:47 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 1490.05 ms [2021-12-03 05:30:49 main:574] : INFO : Epoch 2041 | loss: 0.0311767 | val_loss: 0.0311846 | Time: 1494.66 ms [2021-12-03 05:30:50 main:574] : INFO : Epoch 2042 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 1516.52 ms [2021-12-03 05:30:52 main:574] : INFO : Epoch 2043 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 1493.91 ms [2021-12-03 05:30:53 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311837 | Time: 1504.55 ms [2021-12-03 05:30:55 main:574] : INFO : Epoch 2045 | loss: 0.0311738 | val_loss: 0.0311855 | Time: 1511.39 ms [2021-12-03 05:30:56 main:574] : INFO : Epoch 2046 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 1509.91 ms [2021-12-03 05:30:58 main:574] : INFO : Epoch 2047 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 1512.02 ms [2021-12-03 05:30:59 main:574] : INFO : Epoch 2048 | loss: 0.0311749 | val_loss: 0.0311841 | Time: 1554.17 ms [2021-12-03 05:30:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311841 [2021-12-03 05:30:59 main:603] : INFO : Saving end state to config to file [2021-12-03 05:30:59 main:608] : INFO : Success, exiting.. 05:30:59 (28748): 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)