Task 3777209
| Name | ParityModified-1609263623-31237-5_1 |
| Workunit | 1873034 |
| Created | 22 Jan 2021, 14:06:26 UTC |
| Sent | 22 Jan 2021, 14:18:51 UTC |
| Report deadline | 29 Jan 2021, 14:18:51 UTC |
| Received | 22 Jan 2021, 17:28:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 54 min 39 sec |
| CPU time | 53 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 22 09:15:16 main:574] : INFO : Epoch 1542 | loss: 0.0311813 | val_loss: 0.0312005 | Time: 1619.83 ms [2021-01-22 09:15:17 main:574] : INFO : Epoch 1543 | loss: 0.0311854 | val_loss: 0.0312098 | Time: 1567.08 ms [2021-01-22 09:15:19 main:574] : INFO : Epoch 1544 | loss: 0.0311819 | val_loss: 0.0312045 | Time: 1576.29 ms [2021-01-22 09:15:20 main:574] : INFO : Epoch 1545 | loss: 0.0311797 | val_loss: 0.0311996 | Time: 1573.03 ms [2021-01-22 09:15:22 main:574] : INFO : Epoch 1546 | loss: 0.0311782 | val_loss: 0.0311897 | Time: 1574.78 ms [2021-01-22 09:15:24 main:574] : INFO : Epoch 1547 | loss: 0.0311795 | val_loss: 0.0312027 | Time: 1604.18 ms [2021-01-22 09:15:25 main:574] : INFO : Epoch 1548 | loss: 0.0311778 | val_loss: 0.0312055 | Time: 1576.9 ms [2021-01-22 09:15:27 main:574] : INFO : Epoch 1549 | loss: 0.0311783 | val_loss: 0.0312047 | Time: 1566.85 ms [2021-01-22 09:15:28 main:574] : INFO : Epoch 1550 | loss: 0.0311789 | val_loss: 0.0312067 | Time: 1612.54 ms [2021-01-22 09:15:30 main:574] : INFO : Epoch 1551 | loss: 0.0311788 | val_loss: 0.0312098 | Time: 1594.91 ms [2021-01-22 09:15:31 main:574] : INFO : Epoch 1552 | loss: 0.0311779 | val_loss: 0.0312066 | Time: 1561.5 ms [2021-01-22 09:15:33 main:574] : INFO : Epoch 1553 | loss: 0.0311783 | val_loss: 0.0312073 | Time: 1567.66 ms [2021-01-22 09:15:35 main:574] : INFO : Epoch 1554 | loss: 0.0311799 | val_loss: 0.031204 | Time: 1570.59 ms [2021-01-22 09:15:36 main:574] : INFO : Epoch 1555 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 1596.17 ms [2021-01-22 09:15:38 main:574] : INFO : Epoch 1556 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 1585.24 ms [2021-01-22 09:15:39 main:574] : INFO : Epoch 1557 | loss: 0.0311789 | val_loss: 0.031182 | Time: 1562.9 ms [2021-01-22 09:15:41 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311822 | Time: 1584.48 ms [2021-01-22 09:15:43 main:574] : INFO : Epoch 1559 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 1575.1 ms [2021-01-22 09:15:44 main:574] : INFO : Epoch 1560 | loss: 0.0311787 | val_loss: 0.0311823 | Time: 1548.14 ms [2021-01-22 09:15:46 main:574] : INFO : Epoch 1561 | loss: 0.0311811 | val_loss: 0.0311873 | Time: 1554.5 ms [2021-01-22 09:15:47 main:574] : INFO : Epoch 1562 | loss: 0.031179 | val_loss: 0.0311823 | Time: 1603.01 ms [2021-01-22 09:15:49 main:574] : INFO : Epoch 1563 | loss: 0.0311773 | val_loss: 0.031182 | Time: 1582.86 ms [2021-01-22 09:15:51 main:574] : INFO : Epoch 1564 | loss: 0.0311774 | val_loss: 0.0311829 | Time: 1611.47 ms [2021-01-22 09:15:52 main:574] : INFO : Epoch 1565 | loss: 0.0311779 | val_loss: 0.0311826 | Time: 1593.04 ms [2021-01-22 09:15:54 main:574] : INFO : Epoch 1566 | loss: 0.0311779 | val_loss: 0.0311825 | Time: 1539.88 ms [2021-01-22 09:15:55 main:574] : INFO : Epoch 1567 | loss: 0.0311776 | val_loss: 0.0311833 | Time: 1566.45 ms [2021-01-22 09:15:57 main:574] : INFO : Epoch 1568 | loss: 0.0311779 | val_loss: 0.0311838 | Time: 1624.73 ms [2021-01-22 09:15:59 main:574] : INFO : Epoch 1569 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 1603.5 ms [2021-01-22 09:16:00 main:574] : INFO : Epoch 1570 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 1575.13 ms [2021-01-22 09:16:02 main:574] : INFO : Epoch 1571 | loss: 0.0311768 | val_loss: 0.031185 | Time: 1596.48 ms [2021-01-22 09:16:03 main:574] : INFO : Epoch 1572 | loss: 0.0311782 | val_loss: 0.0311836 | Time: 1565.83 ms [2021-01-22 09:16:05 main:574] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311892 | Time: 1600.08 ms [2021-01-22 09:16:07 main:574] : INFO : Epoch 1574 | loss: 0.031178 | val_loss: 0.0311855 | Time: 1566.9 ms [2021-01-22 09:16:08 main:574] : INFO : Epoch 1575 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 1567.88 ms [2021-01-22 09:16:10 main:574] : INFO : Epoch 1576 | loss: 0.0311778 | val_loss: 0.0311873 | Time: 1565.82 ms [2021-01-22 09:16:11 main:574] : INFO : Epoch 1577 | loss: 0.0311773 | val_loss: 0.0311876 | Time: 1591.84 ms [2021-01-22 09:16:13 main:574] : INFO : Epoch 1578 | loss: 0.0311767 | val_loss: 0.0311828 | Time: 1541.28 ms [2021-01-22 09:16:14 main:574] : INFO : Epoch 1579 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 1552.22 ms [2021-01-22 09:16:16 main:574] : INFO : Epoch 1580 | loss: 0.0311778 | val_loss: 0.0311861 | Time: 1606.38 ms [2021-01-22 09:16:18 main:574] : INFO : Epoch 1581 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 1588.84 ms [2021-01-22 09:16:19 main:574] : INFO : Epoch 1582 | loss: 0.0311774 | val_loss: 0.0311845 | Time: 1557.48 ms [2021-01-22 09:16:21 main:574] : INFO : Epoch 1583 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 1623.88 ms [2021-01-22 09:16:22 main:574] : INFO : Epoch 1584 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1571.93 ms [2021-01-22 09:16:24 main:574] : INFO : Epoch 1585 | loss: 0.0311775 | val_loss: 0.0311838 | Time: 1641.43 ms [2021-01-22 09:16:26 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.0311854 | Time: 1599.35 ms [2021-01-22 09:16:27 main:574] : INFO : Epoch 1587 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 1608.19 ms [2021-01-22 09:16:29 main:574] : INFO : Epoch 1588 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 1605.61 ms [2021-01-22 09:16:31 main:574] : INFO : Epoch 1589 | loss: 0.0311767 | val_loss: 0.0311888 | Time: 1570.49 ms [2021-01-22 09:16:32 main:574] : INFO : Epoch 1590 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1591.3 ms [2021-01-22 09:16:34 main:574] : INFO : Epoch 1591 | loss: 0.0311763 | val_loss: 0.031185 | Time: 1561.27 ms [2021-01-22 09:16:35 main:574] : INFO : Epoch 1592 | loss: 0.0311762 | val_loss: 0.031185 | Time: 1583.46 ms [2021-01-22 09:16:37 main:574] : INFO : Epoch 1593 | loss: 0.031177 | val_loss: 0.031185 | Time: 1570.27 ms [2021-01-22 09:16:39 main:574] : INFO : Epoch 1594 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 1625.48 ms [2021-01-22 09:16:40 main:574] : INFO : Epoch 1595 | loss: 0.0311777 | val_loss: 0.0311856 | Time: 1589.45 ms [2021-01-22 09:16:42 main:574] : INFO : Epoch 1596 | loss: 0.0311785 | val_loss: 0.0311839 | Time: 1587.11 ms [2021-01-22 09:16:43 main:574] : INFO : Epoch 1597 | loss: 0.0311795 | val_loss: 0.0311938 | Time: 1570.64 ms [2021-01-22 09:16:45 main:574] : INFO : Epoch 1598 | loss: 0.031181 | val_loss: 0.0311833 | Time: 1588.14 ms [2021-01-22 09:16:46 main:574] : INFO : Epoch 1599 | loss: 0.0311788 | val_loss: 0.0311848 | Time: 1564.81 ms [2021-01-22 09:16:48 main:574] : INFO : Epoch 1600 | loss: 0.0311776 | val_loss: 0.0311882 | Time: 1578 ms [2021-01-22 09:16:50 main:574] : INFO : Epoch 1601 | loss: 0.031182 | val_loss: 0.0311839 | Time: 1605.7 ms [2021-01-22 09:16:51 main:574] : INFO : Epoch 1602 | loss: 0.0311778 | val_loss: 0.0311832 | Time: 1551.89 ms [2021-01-22 09:16:53 main:574] : INFO : Epoch 1603 | loss: 0.0311781 | val_loss: 0.0311894 | Time: 1568.78 ms [2021-01-22 09:16:54 main:574] : INFO : Epoch 1604 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 1598.33 ms [2021-01-22 09:16:56 main:574] : INFO : Epoch 1605 | loss: 0.031177 | val_loss: 0.0311827 | Time: 1576.52 ms [2021-01-22 09:16:58 main:574] : INFO : Epoch 1606 | loss: 0.0311772 | val_loss: 0.0311846 | Time: 1597.57 ms [2021-01-22 09:16:59 main:574] : INFO : Epoch 1607 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 1585.36 ms [2021-01-22 09:17:01 main:574] : INFO : Epoch 1608 | loss: 0.0311759 | val_loss: 0.0311832 | Time: 1604.82 ms [2021-01-22 09:17:03 main:574] : INFO : Epoch 1609 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 1622.11 ms [2021-01-22 09:17:04 main:574] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311856 | Time: 1588.8 ms [2021-01-22 09:17:06 main:574] : INFO : Epoch 1611 | loss: 0.0311772 | val_loss: 0.0311852 | Time: 1563.96 ms [2021-01-22 09:17:07 main:574] : INFO : Epoch 1612 | loss: 0.0311816 | val_loss: 0.0311853 | Time: 1589.2 ms [2021-01-22 09:17:09 main:574] : INFO : Epoch 1613 | loss: 0.0311791 | val_loss: 0.0311837 | Time: 1561.78 ms [2021-01-22 09:17:11 main:574] : INFO : Epoch 1614 | loss: 0.0311786 | val_loss: 0.0311837 | Time: 1612.4 ms [2021-01-22 09:17:12 main:574] : INFO : Epoch 1615 | loss: 0.0311789 | val_loss: 0.0311847 | Time: 1555.46 ms [2021-01-22 09:17:14 main:574] : INFO : Epoch 1616 | loss: 0.0311789 | val_loss: 0.0311838 | Time: 1567.25 ms [2021-01-22 09:17:15 main:574] : INFO : Epoch 1617 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 1573.48 ms [2021-01-22 09:17:17 main:574] : INFO : Epoch 1618 | loss: 0.0311776 | val_loss: 0.0311847 | Time: 1586.37 ms [2021-01-22 09:17:18 main:574] : INFO : Epoch 1619 | loss: 0.0311775 | val_loss: 0.031185 | Time: 1592.78 ms [2021-01-22 09:17:20 main:574] : INFO : Epoch 1620 | loss: 0.0311774 | val_loss: 0.0311827 | Time: 1625.8 ms [2021-01-22 09:17:22 main:574] : INFO : Epoch 1621 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 1584.99 ms [2021-01-22 09:17:23 main:574] : INFO : Epoch 1622 | loss: 0.0311768 | val_loss: 0.0311828 | Time: 1581.15 ms [2021-01-22 09:17:25 main:574] : INFO : Epoch 1623 | loss: 0.031177 | val_loss: 0.0311857 | Time: 1560.64 ms [2021-01-22 09:17:26 main:574] : INFO : Epoch 1624 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 1548.5 ms [2021-01-22 09:17:28 main:574] : INFO : Epoch 1625 | loss: 0.0311772 | val_loss: 0.0311815 | Time: 1545.37 ms [2021-01-22 09:17:30 main:574] : INFO : Epoch 1626 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1548.72 ms [2021-01-22 09:17:31 main:574] : INFO : Epoch 1627 | loss: 0.0311761 | val_loss: 0.0311817 | Time: 1567.72 ms [2021-01-22 09:17:33 main:574] : INFO : Epoch 1628 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1555.38 ms [2021-01-22 09:17:34 main:574] : INFO : Epoch 1629 | loss: 0.0311763 | val_loss: 0.031181 | Time: 1544.36 ms [2021-01-22 09:17:36 main:574] : INFO : Epoch 1630 | loss: 0.0311764 | val_loss: 0.031183 | Time: 1583.74 ms [2021-01-22 09:17:37 main:574] : INFO : Epoch 1631 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 1552.3 ms [2021-01-22 09:17:39 main:574] : INFO : Epoch 1632 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1558.75 ms [2021-01-22 09:17:41 main:574] : INFO : Epoch 1633 | loss: 0.0311763 | val_loss: 0.0311824 | Time: 1558.24 ms [2021-01-22 09:17:42 main:574] : INFO : Epoch 1634 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 1574.29 ms [2021-01-22 09:17:44 main:574] : INFO : Epoch 1635 | loss: 0.0311762 | val_loss: 0.0311828 | Time: 1580.42 ms [2021-01-22 09:17:45 main:574] : INFO : Epoch 1636 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 1550.36 ms [2021-01-22 09:17:47 main:574] : INFO : Epoch 1637 | loss: 0.0311761 | val_loss: 0.0311816 | Time: 1559.57 ms [2021-01-22 09:17:48 main:574] : INFO : Epoch 1638 | loss: 0.0311778 | val_loss: 0.0311804 | Time: 1589.38 ms [2021-01-22 09:17:50 main:574] : INFO : Epoch 1639 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 1602.82 ms [2021-01-22 09:17:52 main:574] : INFO : Epoch 1640 | loss: 0.0311783 | val_loss: 0.031183 | Time: 1570.86 ms [2021-01-22 09:17:53 main:574] : INFO : Epoch 1641 | loss: 0.0311764 | val_loss: 0.0311853 | Time: 1557.56 ms [2021-01-22 09:17:55 main:574] : INFO : Epoch 1642 | loss: 0.031177 | val_loss: 0.0311838 | Time: 1599.15 ms [2021-01-22 09:17:56 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 1608.8 ms [2021-01-22 09:17:58 main:574] : INFO : Epoch 1644 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 1599.48 ms [2021-01-22 09:18:00 main:574] : INFO : Epoch 1645 | loss: 0.0311757 | val_loss: 0.0311829 | Time: 1624.25 ms [2021-01-22 09:18:01 main:574] : INFO : Epoch 1646 | loss: 0.0311763 | val_loss: 0.0311838 | Time: 1590.71 ms [2021-01-22 09:18:03 main:574] : INFO : Epoch 1647 | loss: 0.031178 | val_loss: 0.0311834 | Time: 1586.65 ms [2021-01-22 09:18:05 main:574] : INFO : Epoch 1648 | loss: 0.0311782 | val_loss: 0.0311795 | Time: 1614.14 ms [2021-01-22 09:18:06 main:574] : INFO : Epoch 1649 | loss: 0.0311772 | val_loss: 0.0311786 | Time: 1552.4 ms [2021-01-22 09:18:08 main:574] : INFO : Epoch 1650 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1554.5 ms [2021-01-22 09:18:09 main:574] : INFO : Epoch 1651 | loss: 0.0311753 | val_loss: 0.0311795 | Time: 1545.11 ms [2021-01-22 09:18:11 main:574] : INFO : Epoch 1652 | loss: 0.0311755 | val_loss: 0.0311803 | Time: 1601.61 ms [2021-01-22 09:18:12 main:574] : INFO : Epoch 1653 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 1576.94 ms [2021-01-22 09:18:14 main:574] : INFO : Epoch 1654 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 1556.93 ms [2021-01-22 09:18:16 main:574] : INFO : Epoch 1655 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 1564.27 ms [2021-01-22 09:18:17 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311813 | Time: 1547.28 ms [2021-01-22 09:18:19 main:574] : INFO : Epoch 1657 | loss: 0.0311765 | val_loss: 0.0311795 | Time: 1533.78 ms [2021-01-22 09:18:20 main:574] : INFO : Epoch 1658 | loss: 0.0311758 | val_loss: 0.03118 | Time: 1582.83 ms [2021-01-22 09:18:22 main:574] : INFO : Epoch 1659 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 1591.97 ms [2021-01-22 09:18:23 main:574] : INFO : Epoch 1660 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 1594.05 ms [2021-01-22 09:18:25 main:574] : INFO : Epoch 1661 | loss: 0.031176 | val_loss: 0.0311815 | Time: 1577.42 ms [2021-01-22 09:18:27 main:574] : INFO : Epoch 1662 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 1573.9 ms [2021-01-22 09:18:28 main:574] : INFO : Epoch 1663 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1626.04 ms [2021-01-22 09:18:30 main:574] : INFO : Epoch 1664 | loss: 0.0311758 | val_loss: 0.0311813 | Time: 1582.06 ms [2021-01-22 09:18:32 main:574] : INFO : Epoch 1665 | loss: 0.0311766 | val_loss: 0.0311826 | Time: 1603.57 ms [2021-01-22 09:18:33 main:574] : INFO : Epoch 1666 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 1600.04 ms [2021-01-22 09:18:35 main:574] : INFO : Epoch 1667 | loss: 0.031176 | val_loss: 0.0311795 | Time: 1627.06 ms [2021-01-22 09:18:36 main:574] : INFO : Epoch 1668 | loss: 0.031175 | val_loss: 0.0311806 | Time: 1582.49 ms [2021-01-22 09:18:38 main:574] : INFO : Epoch 1669 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 1603.94 ms [2021-01-22 09:18:40 main:574] : INFO : Epoch 1670 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 1591.73 ms [2021-01-22 09:18:41 main:574] : INFO : Epoch 1671 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1585.24 ms [2021-01-22 09:18:43 main:574] : INFO : Epoch 1672 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 1538.82 ms [2021-01-22 09:18:44 main:574] : INFO : Epoch 1673 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 1544.21 ms [2021-01-22 09:18:46 main:574] : INFO : Epoch 1674 | loss: 0.0311773 | val_loss: 0.03118 | Time: 1573.5 ms [2021-01-22 09:18:47 main:574] : INFO : Epoch 1675 | loss: 0.0311751 | val_loss: 0.031181 | Time: 1543.9 ms [2021-01-22 09:18:49 main:574] : INFO : Epoch 1676 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 1555.72 ms [2021-01-22 09:18:51 main:574] : INFO : Epoch 1677 | loss: 0.031174 | val_loss: 0.0311793 | Time: 1560.32 ms [2021-01-22 09:18:52 main:574] : INFO : Epoch 1678 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 1599 ms [2021-01-22 09:18:54 main:574] : INFO : Epoch 1679 | loss: 0.0311743 | val_loss: 0.0311807 | Time: 1580.44 ms [2021-01-22 09:18:55 main:574] : INFO : Epoch 1680 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 1614.27 ms [2021-01-22 09:18:57 main:574] : INFO : Epoch 1681 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 1588.21 ms [2021-01-22 09:18:59 main:574] : INFO : Epoch 1682 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1560.63 ms [2021-01-22 09:19:00 main:574] : INFO : Epoch 1683 | loss: 0.0311758 | val_loss: 0.0311845 | Time: 1608.06 ms [2021-01-22 09:19:02 main:574] : INFO : Epoch 1684 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 1575.03 ms [2021-01-22 09:19:03 main:574] : INFO : Epoch 1685 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 1571.06 ms [2021-01-22 09:19:05 main:574] : INFO : Epoch 1686 | loss: 0.0311803 | val_loss: 0.0311918 | Time: 1593.08 ms [2021-01-22 09:19:07 main:574] : INFO : Epoch 1687 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 1610.75 ms [2021-01-22 09:19:08 main:574] : INFO : Epoch 1688 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 1571.34 ms [2021-01-22 09:19:10 main:574] : INFO : Epoch 1689 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1561.33 ms [2021-01-22 09:19:11 main:574] : INFO : Epoch 1690 | loss: 0.0311764 | val_loss: 0.0311798 | Time: 1593 ms [2021-01-22 09:19:13 main:574] : INFO : Epoch 1691 | loss: 0.031178 | val_loss: 0.0311878 | Time: 1575.55 ms [2021-01-22 09:19:15 main:574] : INFO : Epoch 1692 | loss: 0.0311772 | val_loss: 0.0311827 | Time: 1558.05 ms [2021-01-22 09:19:16 main:574] : INFO : Epoch 1693 | loss: 0.0311771 | val_loss: 0.0311837 | Time: 1576.17 ms [2021-01-22 09:19:18 main:574] : INFO : Epoch 1694 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 1610.14 ms [2021-01-22 09:19:19 main:574] : INFO : Epoch 1695 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 1613.28 ms [2021-01-22 09:19:21 main:574] : INFO : Epoch 1696 | loss: 0.0311756 | val_loss: 0.0311833 | Time: 1601.12 ms [2021-01-22 09:19:23 main:574] : INFO : Epoch 1697 | loss: 0.0311766 | val_loss: 0.0311815 | Time: 1546.54 ms [2021-01-22 09:19:24 main:574] : INFO : Epoch 1698 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 1590.76 ms [2021-01-22 09:19:26 main:574] : INFO : Epoch 1699 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 1583.72 ms [2021-01-22 09:19:27 main:574] : INFO : Epoch 1700 | loss: 0.031179 | val_loss: 0.0311855 | Time: 1573.26 ms [2021-01-22 09:19:29 main:574] : INFO : Epoch 1701 | loss: 0.031179 | val_loss: 0.0311804 | Time: 1606.67 ms [2021-01-22 09:19:31 main:574] : INFO : Epoch 1702 | loss: 0.0311784 | val_loss: 0.0311824 | Time: 1582.96 ms [2021-01-22 09:19:32 main:574] : INFO : Epoch 1703 | loss: 0.0311772 | val_loss: 0.0311825 | Time: 1556.08 ms [2021-01-22 09:19:34 main:574] : INFO : Epoch 1704 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 1602.12 ms [2021-01-22 09:19:35 main:574] : INFO : Epoch 1705 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 1578.41 ms [2021-01-22 09:19:37 main:574] : INFO : Epoch 1706 | loss: 0.031177 | val_loss: 0.0311837 | Time: 1559.24 ms [2021-01-22 09:19:38 main:574] : INFO : Epoch 1707 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 1575.78 ms [2021-01-22 09:19:40 main:574] : INFO : Epoch 1708 | loss: 0.0311757 | val_loss: 0.0311823 | Time: 1570.71 ms [2021-01-22 09:19:42 main:574] : INFO : Epoch 1709 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 1597.24 ms [2021-01-22 09:19:43 main:574] : INFO : Epoch 1710 | loss: 0.0311757 | val_loss: 0.0311828 | Time: 1592.57 ms [2021-01-22 09:19:45 main:574] : INFO : Epoch 1711 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1537.59 ms [2021-01-22 09:19:46 main:574] : INFO : Epoch 1712 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1585.27 ms [2021-01-22 09:19:48 main:574] : INFO : Epoch 1713 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 1588.46 ms [2021-01-22 09:19:50 main:574] : INFO : Epoch 1714 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 1568.87 ms [2021-01-22 09:19:51 main:574] : INFO : Epoch 1715 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 1562.09 ms [2021-01-22 09:19:53 main:574] : INFO : Epoch 1716 | loss: 0.0311767 | val_loss: 0.03118 | Time: 1576.8 ms [2021-01-22 09:19:54 main:574] : INFO : Epoch 1717 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 1568.72 ms [2021-01-22 09:19:56 main:574] : INFO : Epoch 1718 | loss: 0.0311756 | val_loss: 0.0311824 | Time: 1578.89 ms [2021-01-22 09:19:58 main:574] : INFO : Epoch 1719 | loss: 0.031175 | val_loss: 0.0311796 | Time: 1558.06 ms [2021-01-22 09:19:59 main:574] : INFO : Epoch 1720 | loss: 0.031175 | val_loss: 0.0311823 | Time: 1535.05 ms [2021-01-22 09:20:01 main:574] : INFO : Epoch 1721 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 1565.8 ms [2021-01-22 09:20:02 main:574] : INFO : Epoch 1722 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 1557.88 ms [2021-01-22 09:20:04 main:574] : INFO : Epoch 1723 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 1579.55 ms [2021-01-22 09:20:05 main:574] : INFO : Epoch 1724 | loss: 0.0311759 | val_loss: 0.031181 | Time: 1577.89 ms [2021-01-22 09:20:07 main:574] : INFO : Epoch 1725 | loss: 0.0311762 | val_loss: 0.0311791 | Time: 1589.57 ms [2021-01-22 09:20:09 main:574] : INFO : Epoch 1726 | loss: 0.0311774 | val_loss: 0.03118 | Time: 1588.5 ms [2021-01-22 09:20:10 main:574] : INFO : Epoch 1727 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 1593.73 ms [2021-01-22 09:20:12 main:574] : INFO : Epoch 1728 | loss: 0.0311788 | val_loss: 0.0311823 | Time: 1586.44 ms [2021-01-22 09:20:13 main:574] : INFO : Epoch 1729 | loss: 0.0311776 | val_loss: 0.0311805 | Time: 1576.3 ms [2021-01-22 09:20:15 main:574] : INFO : Epoch 1730 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 1604.65 ms [2021-01-22 09:20:17 main:574] : INFO : Epoch 1731 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 1522.05 ms [2021-01-22 09:20:18 main:574] : INFO : Epoch 1732 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 1571.35 ms [2021-01-22 09:20:20 main:574] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311793 | Time: 1593.16 ms [2021-01-22 09:20:21 main:574] : INFO : Epoch 1734 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 1603.2 ms [2021-01-22 09:20:23 main:574] : INFO : Epoch 1735 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 1601.43 ms [2021-01-22 09:20:25 main:574] : INFO : Epoch 1736 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 1585.91 ms [2021-01-22 09:20:26 main:574] : INFO : Epoch 1737 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 1540.77 ms [2021-01-22 09:20:28 main:574] : INFO : Epoch 1738 | loss: 0.0311777 | val_loss: 0.0311805 | Time: 1582.99 ms [2021-01-22 09:20:29 main:574] : INFO : Epoch 1739 | loss: 0.031178 | val_loss: 0.0311803 | Time: 1612.29 ms [2021-01-22 09:20:31 main:574] : INFO : Epoch 1740 | loss: 0.0311765 | val_loss: 0.0311815 | Time: 1571.15 ms [2021-01-22 09:20:33 main:574] : INFO : Epoch 1741 | loss: 0.0311763 | val_loss: 0.0311803 | Time: 1550.41 ms [2021-01-22 09:20:34 main:574] : INFO : Epoch 1742 | loss: 0.0311763 | val_loss: 0.031181 | Time: 1607.26 ms [2021-01-22 09:20:36 main:574] : INFO : Epoch 1743 | loss: 0.0311764 | val_loss: 0.0311829 | Time: 1587.24 ms [2021-01-22 09:20:37 main:574] : INFO : Epoch 1744 | loss: 0.0311758 | val_loss: 0.0311803 | Time: 1596.21 ms [2021-01-22 09:20:39 main:574] : INFO : Epoch 1745 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 1567.68 ms [2021-01-22 09:20:41 main:574] : INFO : Epoch 1746 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1579.78 ms [2021-01-22 09:20:42 main:574] : INFO : Epoch 1747 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 1561.78 ms [2021-01-22 09:20:44 main:574] : INFO : Epoch 1748 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 1591.09 ms [2021-01-22 09:20:45 main:574] : INFO : Epoch 1749 | loss: 0.031176 | val_loss: 0.0311809 | Time: 1571.34 ms [2021-01-22 09:20:47 main:574] : INFO : Epoch 1750 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1577.25 ms [2021-01-22 09:20:48 main:574] : INFO : Epoch 1751 | loss: 0.0311763 | val_loss: 0.0311839 | Time: 1557.03 ms [2021-01-22 09:20:50 main:574] : INFO : Epoch 1752 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 1579.56 ms [2021-01-22 09:20:52 main:574] : INFO : Epoch 1753 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 1584.92 ms [2021-01-22 09:20:53 main:574] : INFO : Epoch 1754 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1555.06 ms [2021-01-22 09:20:55 main:574] : INFO : Epoch 1755 | loss: 0.0311762 | val_loss: 0.0311827 | Time: 1585.81 ms [2021-01-22 09:20:56 main:574] : INFO : Epoch 1756 | loss: 0.0311761 | val_loss: 0.0311809 | Time: 1554.32 ms [2021-01-22 09:20:58 main:574] : INFO : Epoch 1757 | loss: 0.031178 | val_loss: 0.0311859 | Time: 1599.3 ms [2021-01-22 09:21:00 main:574] : INFO : Epoch 1758 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 1558.64 ms [2021-01-22 09:21:01 main:574] : INFO : Epoch 1759 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 1606.65 ms [2021-01-22 09:21:03 main:574] : INFO : Epoch 1760 | loss: 0.0311754 | val_loss: 0.031182 | Time: 1553.35 ms [2021-01-22 09:21:04 main:574] : INFO : Epoch 1761 | loss: 0.0311749 | val_loss: 0.0311819 | Time: 1546.32 ms [2021-01-22 09:21:06 main:574] : INFO : Epoch 1762 | loss: 0.0311751 | val_loss: 0.0311806 | Time: 1543.58 ms [2021-01-22 09:21:07 main:574] : INFO : Epoch 1763 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 1552.35 ms [2021-01-22 09:21:09 main:574] : INFO : Epoch 1764 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 1611.41 ms [2021-01-22 09:21:11 main:574] : INFO : Epoch 1765 | loss: 0.0311765 | val_loss: 0.031181 | Time: 1579.52 ms [2021-01-22 09:21:12 main:574] : INFO : Epoch 1766 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 1550.93 ms [2021-01-22 09:21:14 main:574] : INFO : Epoch 1767 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1565.94 ms [2021-01-22 09:21:15 main:574] : INFO : Epoch 1768 | loss: 0.0311774 | val_loss: 0.0311822 | Time: 1582.22 ms [2021-01-22 09:21:17 main:574] : INFO : Epoch 1769 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 1614.24 ms [2021-01-22 09:21:19 main:574] : INFO : Epoch 1770 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 1594.17 ms [2021-01-22 09:21:20 main:574] : INFO : Epoch 1771 | loss: 0.031179 | val_loss: 0.031187 | Time: 1566.67 ms [2021-01-22 09:21:22 main:574] : INFO : Epoch 1772 | loss: 0.0311791 | val_loss: 0.0311859 | Time: 1578.92 ms [2021-01-22 09:21:23 main:574] : INFO : Epoch 1773 | loss: 0.0312015 | val_loss: 0.0312122 | Time: 1613.24 ms [2021-01-22 09:21:25 main:574] : INFO : Epoch 1774 | loss: 0.0312034 | val_loss: 0.0312018 | Time: 1547.16 ms [2021-01-22 09:21:27 main:574] : INFO : Epoch 1775 | loss: 0.0311988 | val_loss: 0.0311945 | Time: 1577.97 ms [2021-01-22 09:21:28 main:574] : INFO : Epoch 1776 | loss: 0.0311971 | val_loss: 0.0311968 | Time: 1563.79 ms [2021-01-22 09:21:30 main:574] : INFO : Epoch 1777 | loss: 0.0311968 | val_loss: 0.0311945 | Time: 1588.26 ms [2021-01-22 09:21:31 main:574] : INFO : Epoch 1778 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 1587.54 ms [2021-01-22 09:21:33 main:574] : INFO : Epoch 1779 | loss: 0.0311963 | val_loss: 0.0311914 | Time: 1568.47 ms [2021-01-22 09:21:35 main:574] : INFO : Epoch 1780 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 1601.71 ms [2021-01-22 09:21:36 main:574] : INFO : Epoch 1781 | loss: 0.0311956 | val_loss: 0.0311898 | Time: 1589.76 ms [2021-01-22 09:21:38 main:574] : INFO : Epoch 1782 | loss: 0.0311908 | val_loss: 0.0311867 | Time: 1559.99 ms [2021-01-22 09:21:39 main:574] : INFO : Epoch 1783 | loss: 0.0311904 | val_loss: 0.0311866 | Time: 1594.52 ms [2021-01-22 09:21:41 main:574] : INFO : Epoch 1784 | loss: 0.0311896 | val_loss: 0.031188 | Time: 1604.54 ms [2021-01-22 09:21:43 main:574] : INFO : Epoch 1785 | loss: 0.0311897 | val_loss: 0.0311875 | Time: 1581.2 ms [2021-01-22 09:21:44 main:574] : INFO : Epoch 1786 | loss: 0.0311888 | val_loss: 0.031188 | Time: 1567.56 ms [2021-01-22 09:21:46 main:574] : INFO : Epoch 1787 | loss: 0.0311884 | val_loss: 0.0311884 | Time: 1550.26 ms [2021-01-22 09:21:47 main:574] : INFO : Epoch 1788 | loss: 0.0311892 | val_loss: 0.0311913 | Time: 1591.79 ms [2021-01-22 09:21:49 main:574] : INFO : Epoch 1789 | loss: 0.0311894 | val_loss: 0.0311898 | Time: 1576.41 ms [2021-01-22 09:21:50 main:574] : INFO : Epoch 1790 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 1579.14 ms [2021-01-22 09:21:52 main:574] : INFO : Epoch 1791 | loss: 0.0311876 | val_loss: 0.0311872 | Time: 1570.03 ms [2021-01-22 09:21:54 main:574] : INFO : Epoch 1792 | loss: 0.0311875 | val_loss: 0.031191 | Time: 1574.51 ms [2021-01-22 09:21:55 main:574] : INFO : Epoch 1793 | loss: 0.0311882 | val_loss: 0.031187 | Time: 1561.73 ms [2021-01-22 09:21:57 main:574] : INFO : Epoch 1794 | loss: 0.0311866 | val_loss: 0.0311881 | Time: 1567.89 ms [2021-01-22 09:21:58 main:574] : INFO : Epoch 1795 | loss: 0.031186 | val_loss: 0.0311855 | Time: 1591.79 ms [2021-01-22 09:22:00 main:574] : INFO : Epoch 1796 | loss: 0.0311866 | val_loss: 0.0311856 | Time: 1578.13 ms [2021-01-22 09:22:02 main:574] : INFO : Epoch 1797 | loss: 0.031186 | val_loss: 0.0311859 | Time: 1582.2 ms [2021-01-22 09:22:03 main:574] : INFO : Epoch 1798 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 1585.46 ms [2021-01-22 09:22:05 main:574] : INFO : Epoch 1799 | loss: 0.0311879 | val_loss: 0.0311862 | Time: 1551.6 ms [2021-01-22 09:22:06 main:574] : INFO : Epoch 1800 | loss: 0.0311853 | val_loss: 0.0311859 | Time: 1574.44 ms [2021-01-22 09:22:08 main:574] : INFO : Epoch 1801 | loss: 0.031188 | val_loss: 0.0311878 | Time: 1577.92 ms [2021-01-22 09:22:10 main:574] : INFO : Epoch 1802 | loss: 0.0312313 | val_loss: 0.0313226 | Time: 1584.31 ms [2021-01-22 09:22:11 main:574] : INFO : Epoch 1803 | loss: 0.0328468 | val_loss: 0.0316655 | Time: 1574.12 ms [2021-01-22 09:22:13 main:574] : INFO : Epoch 1804 | loss: 0.0361239 | val_loss: 0.0325581 | Time: 1587.75 ms [2021-01-22 09:22:14 main:574] : INFO : Epoch 1805 | loss: 0.0317904 | val_loss: 0.0315147 | Time: 1558.34 ms [2021-01-22 09:22:16 main:574] : INFO : Epoch 1806 | loss: 0.0312962 | val_loss: 0.0312218 | Time: 1579.63 ms [2021-01-22 09:22:17 main:574] : INFO : Epoch 1807 | loss: 0.0312078 | val_loss: 0.0311957 | Time: 1583.56 ms [2021-01-22 09:22:19 main:574] : INFO : Epoch 1808 | loss: 0.0311916 | val_loss: 0.0311871 | Time: 1605.48 ms [2021-01-22 09:22:21 main:574] : INFO : Epoch 1809 | loss: 0.0311878 | val_loss: 0.0311855 | Time: 1608.32 ms [2021-01-22 09:22:22 main:574] : INFO : Epoch 1810 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 1592.12 ms [2021-01-22 09:22:24 main:574] : INFO : Epoch 1811 | loss: 0.0311872 | val_loss: 0.0311851 | Time: 1610.84 ms [2021-01-22 09:22:26 main:574] : INFO : Epoch 1812 | loss: 0.0311867 | val_loss: 0.0311841 | Time: 1558.35 ms [2021-01-22 09:22:27 main:574] : INFO : Epoch 1813 | loss: 0.0311855 | val_loss: 0.0311839 | Time: 1597.66 ms [2021-01-22 09:22:29 main:574] : INFO : Epoch 1814 | loss: 0.031185 | val_loss: 0.0311852 | Time: 1610.49 ms [2021-01-22 09:22:30 main:574] : INFO : Epoch 1815 | loss: 0.0311853 | val_loss: 0.0311833 | Time: 1557.5 ms [2021-01-22 09:22:32 main:574] : INFO : Epoch 1816 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 1594.54 ms [2021-01-22 09:22:33 main:574] : INFO : Epoch 1817 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 1565.18 ms [2021-01-22 09:22:35 main:574] : INFO : Epoch 1818 | loss: 0.0311855 | val_loss: 0.0311834 | Time: 1588.72 ms [2021-01-22 09:22:37 main:574] : INFO : Epoch 1819 | loss: 0.0311853 | val_loss: 0.0311853 | Time: 1611.69 ms [2021-01-22 09:22:38 main:574] : INFO : Epoch 1820 | loss: 0.0311858 | val_loss: 0.0311834 | Time: 1550.53 ms [2021-01-22 09:22:40 main:574] : INFO : Epoch 1821 | loss: 0.0311847 | val_loss: 0.0311832 | Time: 1596.2 ms [2021-01-22 09:22:41 main:574] : INFO : Epoch 1822 | loss: 0.0311842 | val_loss: 0.0311833 | Time: 1581.35 ms [2021-01-22 09:22:43 main:574] : INFO : Epoch 1823 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 1574.89 ms [2021-01-22 09:22:45 main:574] : INFO : Epoch 1824 | loss: 0.031184 | val_loss: 0.0311829 | Time: 1611.31 ms [2021-01-22 09:22:46 main:574] : INFO : Epoch 1825 | loss: 0.0311834 | val_loss: 0.0311819 | Time: 1605.16 ms [2021-01-22 09:22:48 main:574] : INFO : Epoch 1826 | loss: 0.0311831 | val_loss: 0.0311825 | Time: 1653.93 ms [2021-01-22 09:22:50 main:574] : INFO : Epoch 1827 | loss: 0.0311835 | val_loss: 0.0311818 | Time: 1694.72 ms [2021-01-22 09:22:51 main:574] : INFO : Epoch 1828 | loss: 0.0311832 | val_loss: 0.0311817 | Time: 1566.34 ms [2021-01-22 09:22:53 main:574] : INFO : Epoch 1829 | loss: 0.0311831 | val_loss: 0.031182 | Time: 1570.72 ms [2021-01-22 09:22:54 main:574] : INFO : Epoch 1830 | loss: 0.0311832 | val_loss: 0.0311826 | Time: 1574.19 ms [2021-01-22 09:22:56 main:574] : INFO : Epoch 1831 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 1593.66 ms [2021-01-22 09:22:58 main:574] : INFO : Epoch 1832 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 1592.92 ms [2021-01-22 09:22:59 main:574] : INFO : Epoch 1833 | loss: 0.0311835 | val_loss: 0.0311812 | Time: 1573.8 ms [2021-01-22 09:23:01 main:574] : INFO : Epoch 1834 | loss: 0.0311832 | val_loss: 0.0311809 | Time: 1552.58 ms [2021-01-22 09:23:02 main:574] : INFO : Epoch 1835 | loss: 0.0311835 | val_loss: 0.0311815 | Time: 1544.23 ms [2021-01-22 09:23:04 main:574] : INFO : Epoch 1836 | loss: 0.0311855 | val_loss: 0.0311813 | Time: 1591.62 ms [2021-01-22 09:23:06 main:574] : INFO : Epoch 1837 | loss: 0.0311847 | val_loss: 0.0311807 | Time: 1567.3 ms [2021-01-22 09:23:07 main:574] : INFO : Epoch 1838 | loss: 0.031183 | val_loss: 0.0311806 | Time: 1585 ms [2021-01-22 09:23:09 main:574] : INFO : Epoch 1839 | loss: 0.0311834 | val_loss: 0.0311809 | Time: 1579.29 ms [2021-01-22 09:23:10 main:574] : INFO : Epoch 1840 | loss: 0.0311836 | val_loss: 0.0311814 | Time: 1618.89 ms [2021-01-22 09:23:12 main:574] : INFO : Epoch 1841 | loss: 0.0311848 | val_loss: 0.0311812 | Time: 1618.82 ms [2021-01-22 09:23:14 main:574] : INFO : Epoch 1842 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 1593.5 ms [2021-01-22 09:23:15 main:574] : INFO : Epoch 1843 | loss: 0.0311845 | val_loss: 0.0311808 | Time: 1552.03 ms [2021-01-22 09:23:17 main:574] : INFO : Epoch 1844 | loss: 0.0311841 | val_loss: 0.0311808 | Time: 1544.55 ms [2021-01-22 09:23:18 main:574] : INFO : Epoch 1845 | loss: 0.031183 | val_loss: 0.0311803 | Time: 1590.9 ms [2021-01-22 09:23:20 main:574] : INFO : Epoch 1846 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 1618.56 ms [2021-01-22 09:23:22 main:574] : INFO : Epoch 1847 | loss: 0.0311845 | val_loss: 0.0311823 | Time: 1599.36 ms [2021-01-22 09:23:23 main:574] : INFO : Epoch 1848 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 1573.13 ms [2021-01-22 09:23:25 main:574] : INFO : Epoch 1849 | loss: 0.0311825 | val_loss: 0.0311799 | Time: 1566.91 ms [2021-01-22 09:23:26 main:574] : INFO : Epoch 1850 | loss: 0.0311825 | val_loss: 0.0311806 | Time: 1583.81 ms [2021-01-22 09:23:28 main:574] : INFO : Epoch 1851 | loss: 0.0311824 | val_loss: 0.0311816 | Time: 1572.8 ms [2021-01-22 09:23:30 main:574] : INFO : Epoch 1852 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 1613.11 ms [2021-01-22 09:23:31 main:574] : INFO : Epoch 1853 | loss: 0.0311828 | val_loss: 0.0311821 | Time: 1591.36 ms [2021-01-22 09:23:33 main:574] : INFO : Epoch 1854 | loss: 0.0311829 | val_loss: 0.0311807 | Time: 1610.25 ms [2021-01-22 09:23:34 main:574] : INFO : Epoch 1855 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 1552.47 ms [2021-01-22 09:23:36 main:574] : INFO : Epoch 1856 | loss: 0.0311851 | val_loss: 0.03118 | Time: 1552.64 ms [2021-01-22 09:23:38 main:574] : INFO : Epoch 1857 | loss: 0.031184 | val_loss: 0.0311799 | Time: 1600.92 ms [2021-01-22 09:23:39 main:574] : INFO : Epoch 1858 | loss: 0.0311833 | val_loss: 0.0311789 | Time: 1560.05 ms [2021-01-22 09:23:41 main:574] : INFO : Epoch 1859 | loss: 0.0311829 | val_loss: 0.031181 | Time: 1598.78 ms [2021-01-22 09:23:42 main:574] : INFO : Epoch 1860 | loss: 0.0311835 | val_loss: 0.0311794 | Time: 1560.29 ms [2021-01-22 09:23:44 main:574] : INFO : Epoch 1861 | loss: 0.0311828 | val_loss: 0.0311788 | Time: 1590.58 ms [2021-01-22 09:23:45 main:574] : INFO : Epoch 1862 | loss: 0.0311824 | val_loss: 0.0311794 | Time: 1558.07 ms [2021-01-22 09:23:47 main:574] : INFO : Epoch 1863 | loss: 0.0311822 | val_loss: 0.0311786 | Time: 1605.61 ms [2021-01-22 09:23:49 main:574] : INFO : Epoch 1864 | loss: 0.0311814 | val_loss: 0.0311791 | Time: 1597.12 ms [2021-01-22 09:23:50 main:574] : INFO : Epoch 1865 | loss: 0.031182 | val_loss: 0.0311787 | Time: 1590.63 ms [2021-01-22 09:23:52 main:574] : INFO : Epoch 1866 | loss: 0.031182 | val_loss: 0.0311807 | Time: 1599.92 ms [2021-01-22 09:23:54 main:574] : INFO : Epoch 1867 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 1556.77 ms [2021-01-22 09:23:55 main:574] : INFO : Epoch 1868 | loss: 0.0311834 | val_loss: 0.0311791 | Time: 1620.58 ms [2021-01-22 09:23:57 main:574] : INFO : Epoch 1869 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 1561.27 ms [2021-01-22 09:23:58 main:574] : INFO : Epoch 1870 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1519.82 ms [2021-01-22 09:24:00 main:574] : INFO : Epoch 1871 | loss: 0.0311814 | val_loss: 0.031179 | Time: 1623.1 ms [2021-01-22 09:24:01 main:574] : INFO : Epoch 1872 | loss: 0.0311814 | val_loss: 0.0311781 | Time: 1538.93 ms [2021-01-22 09:24:03 main:574] : INFO : Epoch 1873 | loss: 0.031182 | val_loss: 0.0311793 | Time: 1577.51 ms [2021-01-22 09:24:05 main:574] : INFO : Epoch 1874 | loss: 0.0311814 | val_loss: 0.0311808 | Time: 1533.95 ms [2021-01-22 09:24:06 main:574] : INFO : Epoch 1875 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1554.11 ms [2021-01-22 09:24:08 main:574] : INFO : Epoch 1876 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 1576.54 ms [2021-01-22 09:24:09 main:574] : INFO : Epoch 1877 | loss: 0.0311818 | val_loss: 0.0311791 | Time: 1584.86 ms [2021-01-22 09:24:11 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0311794 | Time: 1601.37 ms [2021-01-22 09:24:12 main:574] : INFO : Epoch 1879 | loss: 0.0311832 | val_loss: 0.0311787 | Time: 1542.61 ms [2021-01-22 09:24:14 main:574] : INFO : Epoch 1880 | loss: 0.0311831 | val_loss: 0.0311799 | Time: 1589.67 ms [2021-01-22 09:24:16 main:574] : INFO : Epoch 1881 | loss: 0.031183 | val_loss: 0.0311824 | Time: 1562.72 ms [2021-01-22 09:24:17 main:574] : INFO : Epoch 1882 | loss: 0.0311831 | val_loss: 0.0311788 | Time: 1697.83 ms [2021-01-22 09:24:19 main:574] : INFO : Epoch 1883 | loss: 0.0311821 | val_loss: 0.0311782 | Time: 1622.47 ms [2021-01-22 09:24:21 main:574] : INFO : Epoch 1884 | loss: 0.0311821 | val_loss: 0.0311787 | Time: 1593.98 ms [2021-01-22 09:24:22 main:574] : INFO : Epoch 1885 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 1619.36 ms [2021-01-22 09:24:24 main:574] : INFO : Epoch 1886 | loss: 0.0311817 | val_loss: 0.0311794 | Time: 1520.66 ms [2021-01-22 09:24:25 main:574] : INFO : Epoch 1887 | loss: 0.0311813 | val_loss: 0.0311799 | Time: 1566.96 ms [2021-01-22 09:24:27 main:574] : INFO : Epoch 1888 | loss: 0.0311819 | val_loss: 0.0311785 | Time: 1572.19 ms [2021-01-22 09:24:29 main:574] : INFO : Epoch 1889 | loss: 0.0311814 | val_loss: 0.0311778 | Time: 1556.33 ms [2021-01-22 09:24:30 main:574] : INFO : Epoch 1890 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 1540.63 ms [2021-01-22 09:24:32 main:574] : INFO : Epoch 1891 | loss: 0.031182 | val_loss: 0.0311779 | Time: 1592.79 ms [2021-01-22 09:24:33 main:574] : INFO : Epoch 1892 | loss: 0.0311818 | val_loss: 0.0311775 | Time: 1565.67 ms [2021-01-22 09:24:35 main:574] : INFO : Epoch 1893 | loss: 0.0311812 | val_loss: 0.0311807 | Time: 1595.44 ms [2021-01-22 09:24:36 main:574] : INFO : Epoch 1894 | loss: 0.0311812 | val_loss: 0.0311781 | Time: 1578.82 ms [2021-01-22 09:24:38 main:574] : INFO : Epoch 1895 | loss: 0.0311815 | val_loss: 0.0311791 | Time: 1555.68 ms [2021-01-22 09:24:40 main:574] : INFO : Epoch 1896 | loss: 0.031182 | val_loss: 0.0311788 | Time: 1564.02 ms [2021-01-22 09:24:41 main:574] : INFO : Epoch 1897 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 1563.68 ms [2021-01-22 09:24:43 main:574] : INFO : Epoch 1898 | loss: 0.0311809 | val_loss: 0.0311779 | Time: 1585.57 ms [2021-01-22 09:24:44 main:574] : INFO : Epoch 1899 | loss: 0.031181 | val_loss: 0.031182 | Time: 1554.75 ms [2021-01-22 09:24:46 main:574] : INFO : Epoch 1900 | loss: 0.0311816 | val_loss: 0.031178 | Time: 1567.28 ms [2021-01-22 09:24:48 main:574] : INFO : Epoch 1901 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 1585.61 ms [2021-01-22 09:24:49 main:574] : INFO : Epoch 1902 | loss: 0.0311806 | val_loss: 0.0311785 | Time: 1606.41 ms [2021-01-22 09:24:51 main:574] : INFO : Epoch 1903 | loss: 0.0311805 | val_loss: 0.0311784 | Time: 1632.49 ms [2021-01-22 09:24:52 main:574] : INFO : Epoch 1904 | loss: 0.0311805 | val_loss: 0.0311779 | Time: 1588.03 ms [2021-01-22 09:24:54 main:574] : INFO : Epoch 1905 | loss: 0.0311804 | val_loss: 0.0311777 | Time: 1576.99 ms [2021-01-22 09:24:56 main:574] : INFO : Epoch 1906 | loss: 0.0311806 | val_loss: 0.0311783 | Time: 1613.13 ms [2021-01-22 09:24:57 main:574] : INFO : Epoch 1907 | loss: 0.0311812 | val_loss: 0.0311796 | Time: 1569.43 ms [2021-01-22 09:24:59 main:574] : INFO : Epoch 1908 | loss: 0.0311812 | val_loss: 0.03118 | Time: 1547.3 ms [2021-01-22 09:25:00 main:574] : INFO : Epoch 1909 | loss: 0.0311813 | val_loss: 0.0311785 | Time: 1587.78 ms [2021-01-22 09:25:02 main:574] : INFO : Epoch 1910 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 1573.2 ms [2021-01-22 09:25:04 main:574] : INFO : Epoch 1911 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 1567.48 ms [2021-01-22 09:25:05 main:574] : INFO : Epoch 1912 | loss: 0.0311822 | val_loss: 0.0311791 | Time: 1585.2 ms [2021-01-22 09:25:07 main:574] : INFO : Epoch 1913 | loss: 0.0311808 | val_loss: 0.0311789 | Time: 1589.81 ms [2021-01-22 09:25:08 main:574] : INFO : Epoch 1914 | loss: 0.0311807 | val_loss: 0.03118 | Time: 1556.18 ms [2021-01-22 09:25:10 main:574] : INFO : Epoch 1915 | loss: 0.0311822 | val_loss: 0.0311798 | Time: 1566.17 ms [2021-01-22 09:25:11 main:574] : INFO : Epoch 1916 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1601.64 ms [2021-01-22 09:25:13 main:574] : INFO : Epoch 1917 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 1547.22 ms [2021-01-22 09:25:15 main:574] : INFO : Epoch 1918 | loss: 0.0311809 | val_loss: 0.031178 | Time: 1619.38 ms [2021-01-22 09:25:16 main:574] : INFO : Epoch 1919 | loss: 0.0311816 | val_loss: 0.0311784 | Time: 1574.66 ms [2021-01-22 09:25:18 main:574] : INFO : Epoch 1920 | loss: 0.031181 | val_loss: 0.0311783 | Time: 1630.9 ms [2021-01-22 09:25:19 main:574] : INFO : Epoch 1921 | loss: 0.0311808 | val_loss: 0.0311784 | Time: 1552.7 ms [2021-01-22 09:25:21 main:574] : INFO : Epoch 1922 | loss: 0.0311806 | val_loss: 0.0311788 | Time: 1564.52 ms [2021-01-22 09:25:23 main:574] : INFO : Epoch 1923 | loss: 0.0311843 | val_loss: 0.0311813 | Time: 1541.78 ms [2021-01-22 09:25:24 main:574] : INFO : Epoch 1924 | loss: 0.0311848 | val_loss: 0.0311795 | Time: 1578.26 ms [2021-01-22 09:25:26 main:574] : INFO : Epoch 1925 | loss: 0.0311835 | val_loss: 0.0311783 | Time: 1594.74 ms [2021-01-22 09:25:27 main:574] : INFO : Epoch 1926 | loss: 0.0311827 | val_loss: 0.03118 | Time: 1618.89 ms [2021-01-22 09:25:29 main:574] : INFO : Epoch 1927 | loss: 0.0311839 | val_loss: 0.0311821 | Time: 1625.5 ms [2021-01-22 09:25:31 main:574] : INFO : Epoch 1928 | loss: 0.0311836 | val_loss: 0.0311798 | Time: 1594.86 ms [2021-01-22 09:25:32 main:574] : INFO : Epoch 1929 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 1572.9 ms [2021-01-22 09:25:34 main:574] : INFO : Epoch 1930 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 1590.41 ms [2021-01-22 09:25:35 main:574] : INFO : Epoch 1931 | loss: 0.0311836 | val_loss: 0.0311804 | Time: 1584.82 ms [2021-01-22 09:25:37 main:574] : INFO : Epoch 1932 | loss: 0.0311835 | val_loss: 0.0311791 | Time: 1617.41 ms [2021-01-22 09:25:39 main:574] : INFO : Epoch 1933 | loss: 0.0311832 | val_loss: 0.031178 | Time: 1612.77 ms [2021-01-22 09:25:40 main:574] : INFO : Epoch 1934 | loss: 0.0311825 | val_loss: 0.031178 | Time: 1565.57 ms [2021-01-22 09:25:42 main:574] : INFO : Epoch 1935 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 1600.4 ms [2021-01-22 09:25:43 main:574] : INFO : Epoch 1936 | loss: 0.0311872 | val_loss: 0.031181 | Time: 1565.22 ms [2021-01-22 09:25:45 main:574] : INFO : Epoch 1937 | loss: 0.031185 | val_loss: 0.0311791 | Time: 1587.48 ms [2021-01-22 09:25:47 main:574] : INFO : Epoch 1938 | loss: 0.0311842 | val_loss: 0.0311806 | Time: 1563.3 ms [2021-01-22 09:25:48 main:574] : INFO : Epoch 1939 | loss: 0.0311839 | val_loss: 0.0311794 | Time: 1597.06 ms [2021-01-22 09:25:50 main:574] : INFO : Epoch 1940 | loss: 0.0311855 | val_loss: 0.0311842 | Time: 1555.3 ms [2021-01-22 09:25:51 main:574] : INFO : Epoch 1941 | loss: 0.031184 | val_loss: 0.0311788 | Time: 1614.45 ms [2021-01-22 09:25:53 main:574] : INFO : Epoch 1942 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 1553.92 ms [2021-01-22 09:25:55 main:574] : INFO : Epoch 1943 | loss: 0.0311824 | val_loss: 0.0311782 | Time: 1576.67 ms [2021-01-22 09:25:56 main:574] : INFO : Epoch 1944 | loss: 0.0311829 | val_loss: 0.0311795 | Time: 1576.63 ms [2021-01-22 09:25:58 main:574] : INFO : Epoch 1945 | loss: 0.031182 | val_loss: 0.0311784 | Time: 1557.32 ms [2021-01-22 09:25:59 main:574] : INFO : Epoch 1946 | loss: 0.0311825 | val_loss: 0.0311787 | Time: 1581.25 ms [2021-01-22 09:26:01 main:574] : INFO : Epoch 1947 | loss: 0.0311831 | val_loss: 0.0311794 | Time: 1624.03 ms [2021-01-22 09:26:03 main:574] : INFO : Epoch 1948 | loss: 0.0311834 | val_loss: 0.0311799 | Time: 1575.4 ms [2021-01-22 09:26:04 main:574] : INFO : Epoch 1949 | loss: 0.0311816 | val_loss: 0.0311776 | Time: 1606.16 ms [2021-01-22 09:26:06 main:574] : INFO : Epoch 1950 | loss: 0.0311814 | val_loss: 0.031179 | Time: 1603.71 ms [2021-01-22 09:26:07 main:574] : INFO : Epoch 1951 | loss: 0.031181 | val_loss: 0.0311781 | Time: 1552.11 ms [2021-01-22 09:26:09 main:574] : INFO : Epoch 1952 | loss: 0.0311815 | val_loss: 0.0311786 | Time: 1605.08 ms [2021-01-22 09:26:11 main:574] : INFO : Epoch 1953 | loss: 0.0311814 | val_loss: 0.031182 | Time: 1619.88 ms [2021-01-22 09:26:12 main:574] : INFO : Epoch 1954 | loss: 0.0311811 | val_loss: 0.031178 | Time: 1573.51 ms [2021-01-22 09:26:14 main:574] : INFO : Epoch 1955 | loss: 0.0311801 | val_loss: 0.0311788 | Time: 1622.35 ms [2021-01-22 09:26:16 main:574] : INFO : Epoch 1956 | loss: 0.0311808 | val_loss: 0.0311792 | Time: 1664.66 ms [2021-01-22 09:26:17 main:574] : INFO : Epoch 1957 | loss: 0.0311809 | val_loss: 0.031179 | Time: 1563.67 ms [2021-01-22 09:26:19 main:574] : INFO : Epoch 1958 | loss: 0.0311818 | val_loss: 0.0311789 | Time: 1560.16 ms [2021-01-22 09:26:20 main:574] : INFO : Epoch 1959 | loss: 0.0311815 | val_loss: 0.0311788 | Time: 1598.48 ms [2021-01-22 09:26:22 main:574] : INFO : Epoch 1960 | loss: 0.0311812 | val_loss: 0.0311776 | Time: 1574.41 ms [2021-01-22 09:26:23 main:574] : INFO : Epoch 1961 | loss: 0.03118 | val_loss: 0.031178 | Time: 1573.71 ms [2021-01-22 09:26:25 main:574] : INFO : Epoch 1962 | loss: 0.0311803 | val_loss: 0.0311774 | Time: 1586.27 ms [2021-01-22 09:26:27 main:574] : INFO : Epoch 1963 | loss: 0.0311812 | val_loss: 0.0311792 | Time: 1550.78 ms [2021-01-22 09:26:28 main:574] : INFO : Epoch 1964 | loss: 0.031181 | val_loss: 0.0311782 | Time: 1592.28 ms [2021-01-22 09:26:30 main:574] : INFO : Epoch 1965 | loss: 0.0311813 | val_loss: 0.0311786 | Time: 1531.09 ms [2021-01-22 09:26:31 main:574] : INFO : Epoch 1966 | loss: 0.0311805 | val_loss: 0.0311777 | Time: 1587.75 ms [2021-01-22 09:26:33 main:574] : INFO : Epoch 1967 | loss: 0.031181 | val_loss: 0.0311777 | Time: 1619.53 ms [2021-01-22 09:26:35 main:574] : INFO : Epoch 1968 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 1582.86 ms [2021-01-22 09:26:36 main:574] : INFO : Epoch 1969 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 1574.81 ms [2021-01-22 09:26:38 main:574] : INFO : Epoch 1970 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 1569.45 ms [2021-01-22 09:26:39 main:574] : INFO : Epoch 1971 | loss: 0.031184 | val_loss: 0.0311794 | Time: 1616.66 ms [2021-01-22 09:26:41 main:574] : INFO : Epoch 1972 | loss: 0.0311821 | val_loss: 0.03118 | Time: 1570.5 ms [2021-01-22 09:26:43 main:574] : INFO : Epoch 1973 | loss: 0.0311807 | val_loss: 0.0311795 | Time: 1595.88 ms [2021-01-22 09:26:44 main:574] : INFO : Epoch 1974 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 1566.92 ms [2021-01-22 09:26:46 main:574] : INFO : Epoch 1975 | loss: 0.0311818 | val_loss: 0.0311796 | Time: 1559.13 ms [2021-01-22 09:26:47 main:574] : INFO : Epoch 1976 | loss: 0.0311816 | val_loss: 0.0311792 | Time: 1577.54 ms [2021-01-22 09:26:49 main:574] : INFO : Epoch 1977 | loss: 0.031181 | val_loss: 0.0311773 | Time: 1552.04 ms [2021-01-22 09:26:51 main:574] : INFO : Epoch 1978 | loss: 0.0311814 | val_loss: 0.0311795 | Time: 1584.28 ms [2021-01-22 09:26:52 main:574] : INFO : Epoch 1979 | loss: 0.0311825 | val_loss: 0.0311783 | Time: 1554.6 ms [2021-01-22 09:26:54 main:574] : INFO : Epoch 1980 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 1590.31 ms [2021-01-22 09:26:55 main:574] : INFO : Epoch 1981 | loss: 0.0311835 | val_loss: 0.0311788 | Time: 1583.69 ms [2021-01-22 09:26:57 main:574] : INFO : Epoch 1982 | loss: 0.0311824 | val_loss: 0.0311803 | Time: 1523.19 ms [2021-01-22 09:26:58 main:574] : INFO : Epoch 1983 | loss: 0.0311831 | val_loss: 0.0311785 | Time: 1553.08 ms [2021-01-22 09:27:00 main:574] : INFO : Epoch 1984 | loss: 0.0311817 | val_loss: 0.031179 | Time: 1590.62 ms [2021-01-22 09:27:02 main:574] : INFO : Epoch 1985 | loss: 0.0311826 | val_loss: 0.0311786 | Time: 1586.46 ms [2021-01-22 09:27:03 main:574] : INFO : Epoch 1986 | loss: 0.031183 | val_loss: 0.0311783 | Time: 1556.46 ms [2021-01-22 09:27:05 main:574] : INFO : Epoch 1987 | loss: 0.031183 | val_loss: 0.0311809 | Time: 1596.14 ms [2021-01-22 09:27:06 main:574] : INFO : Epoch 1988 | loss: 0.0311825 | val_loss: 0.0311801 | Time: 1557.55 ms [2021-01-22 09:27:08 main:574] : INFO : Epoch 1989 | loss: 0.0311819 | val_loss: 0.0311812 | Time: 1571.83 ms [2021-01-22 09:27:10 main:574] : INFO : Epoch 1990 | loss: 0.0311816 | val_loss: 0.0311795 | Time: 1573.31 ms [2021-01-22 09:27:11 main:574] : INFO : Epoch 1991 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 1595.12 ms [2021-01-22 09:27:13 main:574] : INFO : Epoch 1992 | loss: 0.0311808 | val_loss: 0.0311794 | Time: 1538.16 ms [2021-01-22 09:27:14 main:574] : INFO : Epoch 1993 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 1594.06 ms [2021-01-22 09:27:16 main:574] : INFO : Epoch 1994 | loss: 0.0311874 | val_loss: 0.0311791 | Time: 1567.65 ms [2021-01-22 09:27:17 main:574] : INFO : Epoch 1995 | loss: 0.0311873 | val_loss: 0.031195 | Time: 1595.47 ms [2021-01-22 09:27:19 main:574] : INFO : Epoch 1996 | loss: 0.031217 | val_loss: 0.0312196 | Time: 1613.45 ms [2021-01-22 09:27:21 main:574] : INFO : Epoch 1997 | loss: 0.0312216 | val_loss: 0.0312171 | Time: 1586.76 ms [2021-01-22 09:27:22 main:574] : INFO : Epoch 1998 | loss: 0.031221 | val_loss: 0.0312167 | Time: 1615.41 ms [2021-01-22 09:27:24 main:574] : INFO : Epoch 1999 | loss: 0.031222 | val_loss: 0.0312177 | Time: 1558.31 ms [2021-01-22 09:27:25 main:574] : INFO : Epoch 2000 | loss: 0.0312215 | val_loss: 0.0312173 | Time: 1579.05 ms [2021-01-22 09:27:27 main:574] : INFO : Epoch 2001 | loss: 0.0312202 | val_loss: 0.0312184 | Time: 1577.35 ms [2021-01-22 09:27:29 main:574] : INFO : Epoch 2002 | loss: 0.0312203 | val_loss: 0.0312166 | Time: 1628.84 ms [2021-01-22 09:27:30 main:574] : INFO : Epoch 2003 | loss: 0.0312199 | val_loss: 0.0312166 | Time: 1548.18 ms [2021-01-22 09:27:32 main:574] : INFO : Epoch 2004 | loss: 0.0312203 | val_loss: 0.0312174 | Time: 1585.87 ms [2021-01-22 09:27:33 main:574] : INFO : Epoch 2005 | loss: 0.0312202 | val_loss: 0.0312178 | Time: 1538.77 ms [2021-01-22 09:27:35 main:574] : INFO : Epoch 2006 | loss: 0.0312209 | val_loss: 0.0312171 | Time: 1584.7 ms [2021-01-22 09:27:37 main:574] : INFO : Epoch 2007 | loss: 0.0312197 | val_loss: 0.0312163 | Time: 1616.39 ms [2021-01-22 09:27:38 main:574] : INFO : Epoch 2008 | loss: 0.031219 | val_loss: 0.0312159 | Time: 1566.14 ms [2021-01-22 09:27:40 main:574] : INFO : Epoch 2009 | loss: 0.031222 | val_loss: 0.0312176 | Time: 1583.88 ms [2021-01-22 09:27:41 main:574] : INFO : Epoch 2010 | loss: 0.0312213 | val_loss: 0.0312178 | Time: 1546.19 ms [2021-01-22 09:27:43 main:574] : INFO : Epoch 2011 | loss: 0.0312201 | val_loss: 0.0312188 | Time: 1559.63 ms [2021-01-22 09:27:45 main:574] : INFO : Epoch 2012 | loss: 0.0312202 | val_loss: 0.0312172 | Time: 1566.51 ms [2021-01-22 09:27:46 main:574] : INFO : Epoch 2013 | loss: 0.0312189 | val_loss: 0.0312151 | Time: 1562.21 ms [2021-01-22 09:27:48 main:574] : INFO : Epoch 2014 | loss: 0.0312191 | val_loss: 0.0312181 | Time: 1556.86 ms [2021-01-22 09:27:49 main:574] : INFO : Epoch 2015 | loss: 0.0312205 | val_loss: 0.0312214 | Time: 1594.03 ms [2021-01-22 09:27:51 main:574] : INFO : Epoch 2016 | loss: 0.0312205 | val_loss: 0.0312192 | Time: 1589.02 ms [2021-01-22 09:27:53 main:574] : INFO : Epoch 2017 | loss: 0.0312199 | val_loss: 0.031217 | Time: 1592.3 ms [2021-01-22 09:27:54 main:574] : INFO : Epoch 2018 | loss: 0.0312183 | val_loss: 0.0312154 | Time: 1580.22 ms [2021-01-22 09:27:56 main:574] : INFO : Epoch 2019 | loss: 0.0312178 | val_loss: 0.031215 | Time: 1544.23 ms [2021-01-22 09:27:57 main:574] : INFO : Epoch 2020 | loss: 0.0312177 | val_loss: 0.0312166 | Time: 1516.01 ms [2021-01-22 09:27:59 main:574] : INFO : Epoch 2021 | loss: 0.0312186 | val_loss: 0.0312151 | Time: 1595.11 ms [2021-01-22 09:28:00 main:574] : INFO : Epoch 2022 | loss: 0.0312186 | val_loss: 0.0312167 | Time: 1565.76 ms [2021-01-22 09:28:02 main:574] : INFO : Epoch 2023 | loss: 0.0312188 | val_loss: 0.0312155 | Time: 1564.42 ms [2021-01-22 09:28:04 main:574] : INFO : Epoch 2024 | loss: 0.0312196 | val_loss: 0.0312158 | Time: 1588.8 ms [2021-01-22 09:28:05 main:574] : INFO : Epoch 2025 | loss: 0.031218 | val_loss: 0.0312167 | Time: 1621.5 ms [2021-01-22 09:28:07 main:574] : INFO : Epoch 2026 | loss: 0.0312172 | val_loss: 0.0312168 | Time: 1554.95 ms [2021-01-22 09:28:08 main:574] : INFO : Epoch 2027 | loss: 0.0312177 | val_loss: 0.0312176 | Time: 1534.04 ms [2021-01-22 09:28:10 main:574] : INFO : Epoch 2028 | loss: 0.0312248 | val_loss: 0.0312193 | Time: 1626.59 ms [2021-01-22 09:28:12 main:574] : INFO : Epoch 2029 | loss: 0.0312203 | val_loss: 0.0312186 | Time: 1579.71 ms [2021-01-22 09:28:13 main:574] : INFO : Epoch 2030 | loss: 0.0312191 | val_loss: 0.0312079 | Time: 1581.19 ms [2021-01-22 09:28:15 main:574] : INFO : Epoch 2031 | loss: 0.031219 | val_loss: 0.0312191 | Time: 1553.67 ms [2021-01-22 09:28:16 main:574] : INFO : Epoch 2032 | loss: 0.0312199 | val_loss: 0.0312197 | Time: 1594.86 ms [2021-01-22 09:28:18 main:574] : INFO : Epoch 2033 | loss: 0.0312206 | val_loss: 0.0312183 | Time: 1630.06 ms [2021-01-22 09:28:20 main:574] : INFO : Epoch 2034 | loss: 0.0312194 | val_loss: 0.0312187 | Time: 1600.92 ms [2021-01-22 09:28:21 main:574] : INFO : Epoch 2035 | loss: 0.0312194 | val_loss: 0.0312184 | Time: 1608.37 ms [2021-01-22 09:28:23 main:574] : INFO : Epoch 2036 | loss: 0.0312195 | val_loss: 0.031223 | Time: 1580.85 ms [2021-01-22 09:28:24 main:574] : INFO : Epoch 2037 | loss: 0.0312201 | val_loss: 0.0312177 | Time: 1617.1 ms [2021-01-22 09:28:26 main:574] : INFO : Epoch 2038 | loss: 0.0312168 | val_loss: 0.031218 | Time: 1548.6 ms [2021-01-22 09:28:28 main:574] : INFO : Epoch 2039 | loss: 0.0312182 | val_loss: 0.031216 | Time: 1565.45 ms [2021-01-22 09:28:29 main:574] : INFO : Epoch 2040 | loss: 0.0312164 | val_loss: 0.0312171 | Time: 1606.11 ms [2021-01-22 09:28:31 main:574] : INFO : Epoch 2041 | loss: 0.0312163 | val_loss: 0.031215 | Time: 1556.14 ms [2021-01-22 09:28:32 main:574] : INFO : Epoch 2042 | loss: 0.0312152 | val_loss: 0.031215 | Time: 1560.42 ms [2021-01-22 09:28:34 main:574] : INFO : Epoch 2043 | loss: 0.0312159 | val_loss: 0.0312166 | Time: 1573.42 ms [2021-01-22 09:28:36 main:574] : INFO : Epoch 2044 | loss: 0.0312152 | val_loss: 0.0312146 | Time: 1616.34 ms [2021-01-22 09:28:37 main:574] : INFO : Epoch 2045 | loss: 0.0312168 | val_loss: 0.0312188 | Time: 1610.76 ms [2021-01-22 09:28:39 main:574] : INFO : Epoch 2046 | loss: 0.0312162 | val_loss: 0.0312176 | Time: 1586.41 ms [2021-01-22 09:28:40 main:574] : INFO : Epoch 2047 | loss: 0.0312172 | val_loss: 0.0312161 | Time: 1547.71 ms [2021-01-22 09:28:42 main:574] : INFO : Epoch 2048 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 1537.02 ms [2021-01-22 09:28:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312148 [2021-01-22 09:28:42 main:603] : INFO : Saving end state to config to file [2021-01-22 09:28:42 main:608] : INFO : Success, exiting.. 09:28:42 (3120): 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)