Task 3857725
| Name | ParityModified-1609264878-3657-4_1 |
| Workunit | 1906157 |
| Created | 26 Jan 2021, 6:35:09 UTC |
| Sent | 26 Jan 2021, 6:35:49 UTC |
| Report deadline | 2 Feb 2021, 6:35:49 UTC |
| Received | 26 Jan 2021, 12:36:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 41 sec |
| CPU time | 1 hours 9 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031177 | val_loss: 0.0311818 | Time: 2036.04 ms [2021-01-26 12:18:10 main:574] : INFO : Epoch 1543 | loss: 0.031177 | val_loss: 0.0311803 | Time: 2039.42 ms [2021-01-26 12:18:12 main:574] : INFO : Epoch 1544 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 2038.66 ms [2021-01-26 12:18:14 main:574] : INFO : Epoch 1545 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 2038.32 ms [2021-01-26 12:18:16 main:574] : INFO : Epoch 1546 | loss: 0.0311772 | val_loss: 0.0311809 | Time: 2042.68 ms [2021-01-26 12:18:18 main:574] : INFO : Epoch 1547 | loss: 0.0311755 | val_loss: 0.0311793 | Time: 2043.5 ms [2021-01-26 12:18:20 main:574] : INFO : Epoch 1548 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 2045.42 ms [2021-01-26 12:18:22 main:574] : INFO : Epoch 1549 | loss: 0.0311768 | val_loss: 0.0311849 | Time: 2032.7 ms [2021-01-26 12:18:24 main:574] : INFO : Epoch 1550 | loss: 0.031176 | val_loss: 0.0311798 | Time: 2037.23 ms [2021-01-26 12:18:26 main:574] : INFO : Epoch 1551 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 2038.15 ms [2021-01-26 12:18:28 main:574] : INFO : Epoch 1552 | loss: 0.031175 | val_loss: 0.0311793 | Time: 2038.89 ms [2021-01-26 12:18:30 main:574] : INFO : Epoch 1553 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2042.39 ms [2021-01-26 12:18:32 main:574] : INFO : Epoch 1554 | loss: 0.0311745 | val_loss: 0.0311799 | Time: 2040.77 ms [2021-01-26 12:18:34 main:574] : INFO : Epoch 1555 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 2041.82 ms [2021-01-26 12:18:36 main:574] : INFO : Epoch 1556 | loss: 0.0311742 | val_loss: 0.0311788 | Time: 2039.05 ms [2021-01-26 12:18:38 main:574] : INFO : Epoch 1557 | loss: 0.0311751 | val_loss: 0.0311788 | Time: 2040.19 ms [2021-01-26 12:18:41 main:574] : INFO : Epoch 1558 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 2034.74 ms [2021-01-26 12:18:43 main:574] : INFO : Epoch 1559 | loss: 0.031175 | val_loss: 0.0311793 | Time: 2041.97 ms [2021-01-26 12:18:45 main:574] : INFO : Epoch 1560 | loss: 0.0311742 | val_loss: 0.0311797 | Time: 2039.56 ms [2021-01-26 12:18:47 main:574] : INFO : Epoch 1561 | loss: 0.0311756 | val_loss: 0.0311821 | Time: 2035.72 ms [2021-01-26 12:18:49 main:574] : INFO : Epoch 1562 | loss: 0.0311813 | val_loss: 0.031192 | Time: 2038.64 ms [2021-01-26 12:18:51 main:574] : INFO : Epoch 1563 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2041.63 ms [2021-01-26 12:18:53 main:574] : INFO : Epoch 1564 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 2039.76 ms [2021-01-26 12:18:55 main:574] : INFO : Epoch 1565 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 2039.22 ms [2021-01-26 12:18:57 main:574] : INFO : Epoch 1566 | loss: 0.0311762 | val_loss: 0.0311812 | Time: 2039.54 ms [2021-01-26 12:18:59 main:574] : INFO : Epoch 1567 | loss: 0.0311751 | val_loss: 0.0311805 | Time: 2043.63 ms [2021-01-26 12:19:01 main:574] : INFO : Epoch 1568 | loss: 0.0311737 | val_loss: 0.0311775 | Time: 2042.53 ms [2021-01-26 12:19:03 main:574] : INFO : Epoch 1569 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 2039.39 ms [2021-01-26 12:19:06 main:574] : INFO : Epoch 1570 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 2032.37 ms [2021-01-26 12:19:08 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311807 | Time: 2040.13 ms [2021-01-26 12:19:10 main:574] : INFO : Epoch 1572 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2042.1 ms [2021-01-26 12:19:12 main:574] : INFO : Epoch 1573 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 2038.12 ms [2021-01-26 12:19:14 main:574] : INFO : Epoch 1574 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 2040.68 ms [2021-01-26 12:19:16 main:574] : INFO : Epoch 1575 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2041.53 ms [2021-01-26 12:19:18 main:574] : INFO : Epoch 1576 | loss: 0.031174 | val_loss: 0.0311809 | Time: 2037.01 ms [2021-01-26 12:19:20 main:574] : INFO : Epoch 1577 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2039.54 ms [2021-01-26 12:19:22 main:574] : INFO : Epoch 1578 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 2032.61 ms [2021-01-26 12:19:24 main:574] : INFO : Epoch 1579 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 2043.67 ms [2021-01-26 12:19:26 main:574] : INFO : Epoch 1580 | loss: 0.0311726 | val_loss: 0.0311779 | Time: 2036.54 ms [2021-01-26 12:19:28 main:574] : INFO : Epoch 1581 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 2044.36 ms [2021-01-26 12:19:30 main:574] : INFO : Epoch 1582 | loss: 0.031172 | val_loss: 0.0311794 | Time: 2034.77 ms [2021-01-26 12:19:33 main:574] : INFO : Epoch 1583 | loss: 0.031172 | val_loss: 0.0311785 | Time: 2044.61 ms [2021-01-26 12:19:35 main:574] : INFO : Epoch 1584 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 2032.77 ms [2021-01-26 12:19:37 main:574] : INFO : Epoch 1585 | loss: 0.0311715 | val_loss: 0.0311769 | Time: 2044.44 ms [2021-01-26 12:19:39 main:574] : INFO : Epoch 1586 | loss: 0.0311718 | val_loss: 0.0311777 | Time: 2039.31 ms [2021-01-26 12:19:41 main:574] : INFO : Epoch 1587 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2059.15 ms [2021-01-26 12:19:43 main:574] : INFO : Epoch 1588 | loss: 0.0311724 | val_loss: 0.0311826 | Time: 2043.54 ms [2021-01-26 12:19:45 main:574] : INFO : Epoch 1589 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 2034.79 ms [2021-01-26 12:19:47 main:574] : INFO : Epoch 1590 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2045.87 ms [2021-01-26 12:19:49 main:574] : INFO : Epoch 1591 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 2044.73 ms [2021-01-26 12:19:51 main:574] : INFO : Epoch 1592 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 2043.63 ms [2021-01-26 12:19:53 main:574] : INFO : Epoch 1593 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 2035.77 ms [2021-01-26 12:19:56 main:574] : INFO : Epoch 1594 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 2038.86 ms [2021-01-26 12:19:58 main:574] : INFO : Epoch 1595 | loss: 0.031182 | val_loss: 0.0311841 | Time: 2042.12 ms [2021-01-26 12:20:00 main:574] : INFO : Epoch 1596 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 2049.28 ms [2021-01-26 12:20:02 main:574] : INFO : Epoch 1597 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 2040.35 ms [2021-01-26 12:20:04 main:574] : INFO : Epoch 1598 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2033.43 ms [2021-01-26 12:20:06 main:574] : INFO : Epoch 1599 | loss: 0.0311775 | val_loss: 0.0311806 | Time: 2041.82 ms [2021-01-26 12:20:08 main:574] : INFO : Epoch 1600 | loss: 0.031177 | val_loss: 0.0311811 | Time: 2038.71 ms [2021-01-26 12:20:10 main:574] : INFO : Epoch 1601 | loss: 0.0311772 | val_loss: 0.0311799 | Time: 2041.53 ms [2021-01-26 12:20:12 main:574] : INFO : Epoch 1602 | loss: 0.0311758 | val_loss: 0.0311812 | Time: 2038.72 ms [2021-01-26 12:20:14 main:574] : INFO : Epoch 1603 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 2045.96 ms [2021-01-26 12:20:16 main:574] : INFO : Epoch 1604 | loss: 0.0311783 | val_loss: 0.031182 | Time: 2044.52 ms [2021-01-26 12:20:18 main:574] : INFO : Epoch 1605 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 2039.12 ms [2021-01-26 12:20:21 main:574] : INFO : Epoch 1606 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2033.97 ms [2021-01-26 12:20:23 main:574] : INFO : Epoch 1607 | loss: 0.0311829 | val_loss: 0.031183 | Time: 2043.84 ms [2021-01-26 12:20:25 main:574] : INFO : Epoch 1608 | loss: 0.031185 | val_loss: 0.0311826 | Time: 2038.04 ms [2021-01-26 12:20:27 main:574] : INFO : Epoch 1609 | loss: 0.0311835 | val_loss: 0.0311837 | Time: 2039.11 ms [2021-01-26 12:20:29 main:574] : INFO : Epoch 1610 | loss: 0.0311839 | val_loss: 0.0311789 | Time: 2035.92 ms [2021-01-26 12:20:31 main:574] : INFO : Epoch 1611 | loss: 0.0311832 | val_loss: 0.0311798 | Time: 2035.08 ms [2021-01-26 12:20:33 main:574] : INFO : Epoch 1612 | loss: 0.0311823 | val_loss: 0.0311782 | Time: 2044.53 ms [2021-01-26 12:20:35 main:574] : INFO : Epoch 1613 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2036.12 ms [2021-01-26 12:20:37 main:574] : INFO : Epoch 1614 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2041.31 ms [2021-01-26 12:20:39 main:574] : INFO : Epoch 1615 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2045.26 ms [2021-01-26 12:20:41 main:574] : INFO : Epoch 1616 | loss: 0.031179 | val_loss: 0.0311781 | Time: 2044.25 ms [2021-01-26 12:20:43 main:574] : INFO : Epoch 1617 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2036.26 ms [2021-01-26 12:20:45 main:574] : INFO : Epoch 1618 | loss: 0.0311791 | val_loss: 0.031177 | Time: 2037.09 ms [2021-01-26 12:20:48 main:574] : INFO : Epoch 1619 | loss: 0.0311782 | val_loss: 0.0311783 | Time: 2042.35 ms [2021-01-26 12:20:50 main:574] : INFO : Epoch 1620 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 2036.09 ms [2021-01-26 12:20:52 main:574] : INFO : Epoch 1621 | loss: 0.0311921 | val_loss: 0.0311862 | Time: 2039 ms [2021-01-26 12:20:54 main:574] : INFO : Epoch 1622 | loss: 0.0311872 | val_loss: 0.03118 | Time: 2040.33 ms [2021-01-26 12:20:56 main:574] : INFO : Epoch 1623 | loss: 0.0311814 | val_loss: 0.0311785 | Time: 2038.99 ms [2021-01-26 12:20:58 main:574] : INFO : Epoch 1624 | loss: 0.0311809 | val_loss: 0.0311762 | Time: 2042.51 ms [2021-01-26 12:21:00 main:574] : INFO : Epoch 1625 | loss: 0.0311802 | val_loss: 0.0311802 | Time: 2041.91 ms [2021-01-26 12:21:02 main:574] : INFO : Epoch 1626 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 2040.68 ms [2021-01-26 12:21:04 main:574] : INFO : Epoch 1627 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2039.48 ms [2021-01-26 12:21:06 main:574] : INFO : Epoch 1628 | loss: 0.0311779 | val_loss: 0.0311765 | Time: 2042.36 ms [2021-01-26 12:21:08 main:574] : INFO : Epoch 1629 | loss: 0.0311767 | val_loss: 0.031178 | Time: 2039.44 ms [2021-01-26 12:21:10 main:574] : INFO : Epoch 1630 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2040.36 ms [2021-01-26 12:21:13 main:574] : INFO : Epoch 1631 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 2040.43 ms [2021-01-26 12:21:15 main:574] : INFO : Epoch 1632 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 2041.38 ms [2021-01-26 12:21:17 main:574] : INFO : Epoch 1633 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 2039.69 ms [2021-01-26 12:21:19 main:574] : INFO : Epoch 1634 | loss: 0.0311762 | val_loss: 0.0311773 | Time: 2037.73 ms [2021-01-26 12:21:21 main:574] : INFO : Epoch 1635 | loss: 0.0311761 | val_loss: 0.0311763 | Time: 2042.41 ms [2021-01-26 12:21:23 main:574] : INFO : Epoch 1636 | loss: 0.0311755 | val_loss: 0.0311761 | Time: 2042.11 ms [2021-01-26 12:21:25 main:574] : INFO : Epoch 1637 | loss: 0.0311751 | val_loss: 0.0311775 | Time: 2038.21 ms [2021-01-26 12:21:27 main:574] : INFO : Epoch 1638 | loss: 0.031177 | val_loss: 0.0311782 | Time: 2037.29 ms [2021-01-26 12:21:29 main:574] : INFO : Epoch 1639 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 2039.45 ms [2021-01-26 12:21:31 main:574] : INFO : Epoch 1640 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2044.86 ms [2021-01-26 12:21:33 main:574] : INFO : Epoch 1641 | loss: 0.0311748 | val_loss: 0.0311788 | Time: 2037.98 ms [2021-01-26 12:21:36 main:574] : INFO : Epoch 1642 | loss: 0.031176 | val_loss: 0.0311826 | Time: 2041.71 ms [2021-01-26 12:21:38 main:574] : INFO : Epoch 1643 | loss: 0.0311766 | val_loss: 0.0311795 | Time: 2040.36 ms [2021-01-26 12:21:40 main:574] : INFO : Epoch 1644 | loss: 0.0311759 | val_loss: 0.0311784 | Time: 2037.03 ms [2021-01-26 12:21:42 main:574] : INFO : Epoch 1645 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 2039.67 ms [2021-01-26 12:21:44 main:574] : INFO : Epoch 1646 | loss: 0.0311774 | val_loss: 0.0311799 | Time: 2035.76 ms [2021-01-26 12:21:46 main:574] : INFO : Epoch 1647 | loss: 0.0311753 | val_loss: 0.0311794 | Time: 2041.81 ms [2021-01-26 12:21:48 main:574] : INFO : Epoch 1648 | loss: 0.031175 | val_loss: 0.0311779 | Time: 2037.31 ms [2021-01-26 12:21:50 main:574] : INFO : Epoch 1649 | loss: 0.0311742 | val_loss: 0.0311851 | Time: 2043.43 ms [2021-01-26 12:21:52 main:574] : INFO : Epoch 1650 | loss: 0.0311774 | val_loss: 0.031179 | Time: 2039.25 ms [2021-01-26 12:21:54 main:574] : INFO : Epoch 1651 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2043.04 ms [2021-01-26 12:21:56 main:574] : INFO : Epoch 1652 | loss: 0.0311742 | val_loss: 0.0311787 | Time: 2041.1 ms [2021-01-26 12:21:58 main:574] : INFO : Epoch 1653 | loss: 0.0311741 | val_loss: 0.031179 | Time: 2044.81 ms [2021-01-26 12:22:00 main:574] : INFO : Epoch 1654 | loss: 0.031175 | val_loss: 0.0311823 | Time: 2033.94 ms [2021-01-26 12:22:03 main:574] : INFO : Epoch 1655 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2044.71 ms [2021-01-26 12:22:05 main:574] : INFO : Epoch 1656 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 2044.64 ms [2021-01-26 12:22:07 main:574] : INFO : Epoch 1657 | loss: 0.0311731 | val_loss: 0.0311784 | Time: 2036.61 ms [2021-01-26 12:22:09 main:574] : INFO : Epoch 1658 | loss: 0.0311732 | val_loss: 0.0311795 | Time: 2039.77 ms [2021-01-26 12:22:11 main:574] : INFO : Epoch 1659 | loss: 0.031175 | val_loss: 0.0311827 | Time: 2039.61 ms [2021-01-26 12:22:13 main:574] : INFO : Epoch 1660 | loss: 0.0311759 | val_loss: 0.0311783 | Time: 2037.1 ms [2021-01-26 12:22:15 main:574] : INFO : Epoch 1661 | loss: 0.031174 | val_loss: 0.0311801 | Time: 2038.76 ms [2021-01-26 12:22:17 main:574] : INFO : Epoch 1662 | loss: 0.0311761 | val_loss: 0.0311803 | Time: 2039.28 ms [2021-01-26 12:22:19 main:574] : INFO : Epoch 1663 | loss: 0.0311763 | val_loss: 0.0311782 | Time: 2039.48 ms [2021-01-26 12:22:21 main:574] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2041.69 ms [2021-01-26 12:22:23 main:574] : INFO : Epoch 1665 | loss: 0.031176 | val_loss: 0.0311785 | Time: 2041.92 ms [2021-01-26 12:22:25 main:574] : INFO : Epoch 1666 | loss: 0.031175 | val_loss: 0.0311828 | Time: 2038.6 ms [2021-01-26 12:22:27 main:574] : INFO : Epoch 1667 | loss: 0.0311758 | val_loss: 0.0311795 | Time: 2044.03 ms [2021-01-26 12:22:30 main:574] : INFO : Epoch 1668 | loss: 0.0311751 | val_loss: 0.0311796 | Time: 2044.88 ms [2021-01-26 12:22:32 main:574] : INFO : Epoch 1669 | loss: 0.031174 | val_loss: 0.0311792 | Time: 2045.51 ms [2021-01-26 12:22:34 main:574] : INFO : Epoch 1670 | loss: 0.0311739 | val_loss: 0.0311796 | Time: 2035.4 ms [2021-01-26 12:22:36 main:574] : INFO : Epoch 1671 | loss: 0.0311748 | val_loss: 0.03118 | Time: 2046.98 ms [2021-01-26 12:22:38 main:574] : INFO : Epoch 1672 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 2048.43 ms [2021-01-26 12:22:40 main:574] : INFO : Epoch 1673 | loss: 0.0311735 | val_loss: 0.031181 | Time: 2040.43 ms [2021-01-26 12:22:42 main:574] : INFO : Epoch 1674 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 2033.94 ms [2021-01-26 12:22:44 main:574] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2039.52 ms [2021-01-26 12:22:46 main:574] : INFO : Epoch 1676 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2041.16 ms [2021-01-26 12:22:48 main:574] : INFO : Epoch 1677 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 2042.28 ms [2021-01-26 12:22:50 main:574] : INFO : Epoch 1678 | loss: 0.0311729 | val_loss: 0.0311789 | Time: 2037.43 ms [2021-01-26 12:22:52 main:574] : INFO : Epoch 1679 | loss: 0.0311721 | val_loss: 0.031178 | Time: 2035.41 ms [2021-01-26 12:22:54 main:574] : INFO : Epoch 1680 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 2039.18 ms [2021-01-26 12:22:56 main:574] : INFO : Epoch 1681 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 2038.28 ms [2021-01-26 12:22:59 main:574] : INFO : Epoch 1682 | loss: 0.031173 | val_loss: 0.0311832 | Time: 2039.29 ms [2021-01-26 12:23:01 main:574] : INFO : Epoch 1683 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 2039.43 ms [2021-01-26 12:23:03 main:574] : INFO : Epoch 1684 | loss: 0.0311713 | val_loss: 0.0311796 | Time: 2036.48 ms [2021-01-26 12:23:05 main:574] : INFO : Epoch 1685 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 2038.31 ms [2021-01-26 12:23:07 main:574] : INFO : Epoch 1686 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 2037.87 ms [2021-01-26 12:23:09 main:574] : INFO : Epoch 1687 | loss: 0.0311746 | val_loss: 0.0311786 | Time: 2043.83 ms [2021-01-26 12:23:11 main:574] : INFO : Epoch 1688 | loss: 0.0311719 | val_loss: 0.0311801 | Time: 2044.53 ms [2021-01-26 12:23:13 main:574] : INFO : Epoch 1689 | loss: 0.0311709 | val_loss: 0.0311811 | Time: 2040.18 ms [2021-01-26 12:23:15 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 2037.11 ms [2021-01-26 12:23:17 main:574] : INFO : Epoch 1691 | loss: 0.0311702 | val_loss: 0.0311859 | Time: 2041.31 ms [2021-01-26 12:23:19 main:574] : INFO : Epoch 1692 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 2044.34 ms [2021-01-26 12:23:21 main:574] : INFO : Epoch 1693 | loss: 0.0311719 | val_loss: 0.0311825 | Time: 2040.65 ms [2021-01-26 12:23:24 main:574] : INFO : Epoch 1694 | loss: 0.0311707 | val_loss: 0.0311788 | Time: 2038.57 ms [2021-01-26 12:23:26 main:574] : INFO : Epoch 1695 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 2040.97 ms [2021-01-26 12:23:28 main:574] : INFO : Epoch 1696 | loss: 0.0311696 | val_loss: 0.0311827 | Time: 2041.17 ms [2021-01-26 12:23:30 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311818 | Time: 2038.82 ms [2021-01-26 12:23:32 main:574] : INFO : Epoch 1698 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2044.19 ms [2021-01-26 12:23:34 main:574] : INFO : Epoch 1699 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 2052.28 ms [2021-01-26 12:23:36 main:574] : INFO : Epoch 1700 | loss: 0.0311759 | val_loss: 0.0311817 | Time: 2037.29 ms [2021-01-26 12:23:38 main:574] : INFO : Epoch 1701 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 2038.43 ms [2021-01-26 12:23:40 main:574] : INFO : Epoch 1702 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 2035.41 ms [2021-01-26 12:23:42 main:574] : INFO : Epoch 1703 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 2042.01 ms [2021-01-26 12:23:44 main:574] : INFO : Epoch 1704 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 2044.48 ms [2021-01-26 12:23:47 main:574] : INFO : Epoch 1705 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 2034.29 ms [2021-01-26 12:23:49 main:574] : INFO : Epoch 1706 | loss: 0.0311732 | val_loss: 0.0311813 | Time: 2044.4 ms [2021-01-26 12:23:51 main:574] : INFO : Epoch 1707 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 2043.43 ms [2021-01-26 12:23:53 main:574] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.031182 | Time: 2040.71 ms [2021-01-26 12:23:55 main:574] : INFO : Epoch 1709 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 2037.56 ms [2021-01-26 12:23:57 main:574] : INFO : Epoch 1710 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 2036.27 ms [2021-01-26 12:23:59 main:574] : INFO : Epoch 1711 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2043.69 ms [2021-01-26 12:24:01 main:574] : INFO : Epoch 1712 | loss: 0.0311712 | val_loss: 0.0311782 | Time: 2044.04 ms [2021-01-26 12:24:03 main:574] : INFO : Epoch 1713 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 2049.83 ms [2021-01-26 12:24:05 main:574] : INFO : Epoch 1714 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 2038.98 ms [2021-01-26 12:24:07 main:574] : INFO : Epoch 1715 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 2044.16 ms [2021-01-26 12:24:09 main:574] : INFO : Epoch 1716 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 2040.69 ms [2021-01-26 12:24:12 main:574] : INFO : Epoch 1717 | loss: 0.0311716 | val_loss: 0.0311812 | Time: 2038.49 ms [2021-01-26 12:24:14 main:574] : INFO : Epoch 1718 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 2038.84 ms [2021-01-26 12:24:16 main:574] : INFO : Epoch 1719 | loss: 0.0311716 | val_loss: 0.0311781 | Time: 2044.11 ms [2021-01-26 12:24:18 main:574] : INFO : Epoch 1720 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 2045.36 ms [2021-01-26 12:24:20 main:574] : INFO : Epoch 1721 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 2035.07 ms [2021-01-26 12:24:22 main:574] : INFO : Epoch 1722 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 2034.53 ms [2021-01-26 12:24:24 main:574] : INFO : Epoch 1723 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2047.34 ms [2021-01-26 12:24:26 main:574] : INFO : Epoch 1724 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 2042.49 ms [2021-01-26 12:24:28 main:574] : INFO : Epoch 1725 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 2040.03 ms [2021-01-26 12:24:30 main:574] : INFO : Epoch 1726 | loss: 0.0311731 | val_loss: 0.0311778 | Time: 2040.82 ms [2021-01-26 12:24:32 main:574] : INFO : Epoch 1727 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2041.77 ms [2021-01-26 12:24:34 main:574] : INFO : Epoch 1728 | loss: 0.0311759 | val_loss: 0.031179 | Time: 2038.64 ms [2021-01-26 12:24:37 main:574] : INFO : Epoch 1729 | loss: 0.0311741 | val_loss: 0.0311768 | Time: 2038.39 ms [2021-01-26 12:24:39 main:574] : INFO : Epoch 1730 | loss: 0.0311732 | val_loss: 0.0311808 | Time: 2041.19 ms [2021-01-26 12:24:41 main:574] : INFO : Epoch 1731 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 2040.99 ms [2021-01-26 12:24:43 main:574] : INFO : Epoch 1732 | loss: 0.0311731 | val_loss: 0.0311759 | Time: 2038.62 ms [2021-01-26 12:24:45 main:574] : INFO : Epoch 1733 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 2042.01 ms [2021-01-26 12:24:47 main:574] : INFO : Epoch 1734 | loss: 0.031173 | val_loss: 0.0311746 | Time: 2032.46 ms [2021-01-26 12:24:49 main:574] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311764 | Time: 2045.16 ms [2021-01-26 12:24:51 main:574] : INFO : Epoch 1736 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 2030.39 ms [2021-01-26 12:24:53 main:574] : INFO : Epoch 1737 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2037.44 ms [2021-01-26 12:24:55 main:574] : INFO : Epoch 1738 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 2035.27 ms [2021-01-26 12:24:57 main:574] : INFO : Epoch 1739 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 2039.77 ms [2021-01-26 12:24:59 main:574] : INFO : Epoch 1740 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 2046.42 ms [2021-01-26 12:25:02 main:574] : INFO : Epoch 1741 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2041.18 ms [2021-01-26 12:25:04 main:574] : INFO : Epoch 1742 | loss: 0.0311683 | val_loss: 0.031174 | Time: 2033.1 ms [2021-01-26 12:25:06 main:574] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.0311738 | Time: 2043.94 ms [2021-01-26 12:25:08 main:574] : INFO : Epoch 1744 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 2046.54 ms [2021-01-26 12:25:10 main:574] : INFO : Epoch 1745 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 2041.38 ms [2021-01-26 12:25:12 main:574] : INFO : Epoch 1746 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 2036.47 ms [2021-01-26 12:25:14 main:574] : INFO : Epoch 1747 | loss: 0.0311684 | val_loss: 0.0311761 | Time: 2045.25 ms [2021-01-26 12:25:16 main:574] : INFO : Epoch 1748 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 2038.95 ms [2021-01-26 12:25:18 main:574] : INFO : Epoch 1749 | loss: 0.0311685 | val_loss: 0.0311737 | Time: 2038.25 ms [2021-01-26 12:25:20 main:574] : INFO : Epoch 1750 | loss: 0.0311675 | val_loss: 0.031174 | Time: 2037.8 ms [2021-01-26 12:25:23 main:574] : INFO : Epoch 1751 | loss: 0.0311703 | val_loss: 0.0311772 | Time: 2043 ms [2021-01-26 12:25:25 main:574] : INFO : Epoch 1752 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 2037.64 ms [2021-01-26 12:25:27 main:574] : INFO : Epoch 1753 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 2037.15 ms [2021-01-26 12:25:29 main:574] : INFO : Epoch 1754 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 2036.25 ms [2021-01-26 12:25:31 main:574] : INFO : Epoch 1755 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 2039.18 ms [2021-01-26 12:25:33 main:574] : INFO : Epoch 1756 | loss: 0.031321 | val_loss: 0.0370997 | Time: 2043.54 ms [2021-01-26 12:25:35 main:574] : INFO : Epoch 1757 | loss: 0.0362945 | val_loss: 0.0330357 | Time: 2036.24 ms [2021-01-26 12:25:37 main:574] : INFO : Epoch 1758 | loss: 0.032192 | val_loss: 0.0312542 | Time: 2039.36 ms [2021-01-26 12:25:39 main:574] : INFO : Epoch 1759 | loss: 0.0313411 | val_loss: 0.0312356 | Time: 2040.53 ms [2021-01-26 12:25:41 main:574] : INFO : Epoch 1760 | loss: 0.0312361 | val_loss: 0.0312142 | Time: 2040.38 ms [2021-01-26 12:25:43 main:574] : INFO : Epoch 1761 | loss: 0.0312123 | val_loss: 0.0312044 | Time: 2040.98 ms [2021-01-26 12:25:45 main:574] : INFO : Epoch 1762 | loss: 0.0312058 | val_loss: 0.0312017 | Time: 2034.42 ms [2021-01-26 12:25:47 main:574] : INFO : Epoch 1763 | loss: 0.0312039 | val_loss: 0.0311987 | Time: 2039.44 ms [2021-01-26 12:25:49 main:574] : INFO : Epoch 1764 | loss: 0.0312011 | val_loss: 0.0311969 | Time: 2041.8 ms [2021-01-26 12:25:51 main:574] : INFO : Epoch 1765 | loss: 0.0311994 | val_loss: 0.031196 | Time: 2041.02 ms [2021-01-26 12:25:54 main:574] : INFO : Epoch 1766 | loss: 0.0311971 | val_loss: 0.0311916 | Time: 2039.59 ms [2021-01-26 12:25:56 main:574] : INFO : Epoch 1767 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 2043.52 ms [2021-01-26 12:25:58 main:574] : INFO : Epoch 1768 | loss: 0.0311871 | val_loss: 0.0311865 | Time: 2043.84 ms [2021-01-26 12:26:00 main:574] : INFO : Epoch 1769 | loss: 0.0311857 | val_loss: 0.0311838 | Time: 2042.8 ms [2021-01-26 12:26:02 main:574] : INFO : Epoch 1770 | loss: 0.0311844 | val_loss: 0.0311822 | Time: 2034.24 ms [2021-01-26 12:26:04 main:574] : INFO : Epoch 1771 | loss: 0.0311821 | val_loss: 0.03118 | Time: 2037.75 ms [2021-01-26 12:26:06 main:574] : INFO : Epoch 1772 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 2037.64 ms [2021-01-26 12:26:08 main:574] : INFO : Epoch 1773 | loss: 0.0311798 | val_loss: 0.0311785 | Time: 2041.66 ms [2021-01-26 12:26:10 main:574] : INFO : Epoch 1774 | loss: 0.031179 | val_loss: 0.0311782 | Time: 2033.85 ms [2021-01-26 12:26:12 main:574] : INFO : Epoch 1775 | loss: 0.0311781 | val_loss: 0.0311776 | Time: 2046.56 ms [2021-01-26 12:26:14 main:574] : INFO : Epoch 1776 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 2043.78 ms [2021-01-26 12:26:16 main:574] : INFO : Epoch 1777 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 2041.9 ms [2021-01-26 12:26:18 main:574] : INFO : Epoch 1778 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 2040.87 ms [2021-01-26 12:26:21 main:574] : INFO : Epoch 1779 | loss: 0.0311768 | val_loss: 0.0311771 | Time: 2047.07 ms [2021-01-26 12:26:23 main:574] : INFO : Epoch 1780 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 2043.55 ms [2021-01-26 12:26:25 main:574] : INFO : Epoch 1781 | loss: 0.0311761 | val_loss: 0.031178 | Time: 2039.91 ms [2021-01-26 12:26:27 main:574] : INFO : Epoch 1782 | loss: 0.0311766 | val_loss: 0.03118 | Time: 2037.41 ms [2021-01-26 12:26:29 main:574] : INFO : Epoch 1783 | loss: 0.031177 | val_loss: 0.0311753 | Time: 2039.4 ms [2021-01-26 12:26:31 main:574] : INFO : Epoch 1784 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 2042.98 ms [2021-01-26 12:26:33 main:574] : INFO : Epoch 1785 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 2036 ms [2021-01-26 12:26:35 main:574] : INFO : Epoch 1786 | loss: 0.0311738 | val_loss: 0.031174 | Time: 2041.12 ms [2021-01-26 12:26:37 main:574] : INFO : Epoch 1787 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 2055.07 ms [2021-01-26 12:26:39 main:574] : INFO : Epoch 1788 | loss: 0.0311738 | val_loss: 0.0311741 | Time: 2039.95 ms [2021-01-26 12:26:41 main:574] : INFO : Epoch 1789 | loss: 0.0311734 | val_loss: 0.031174 | Time: 2040.11 ms [2021-01-26 12:26:44 main:574] : INFO : Epoch 1790 | loss: 0.0311732 | val_loss: 0.031173 | Time: 2040.32 ms [2021-01-26 12:26:46 main:574] : INFO : Epoch 1791 | loss: 0.0311726 | val_loss: 0.0311734 | Time: 2036.32 ms [2021-01-26 12:26:48 main:574] : INFO : Epoch 1792 | loss: 0.0311726 | val_loss: 0.0311726 | Time: 2040.9 ms [2021-01-26 12:26:50 main:574] : INFO : Epoch 1793 | loss: 0.0311726 | val_loss: 0.0311735 | Time: 2045.18 ms [2021-01-26 12:26:52 main:574] : INFO : Epoch 1794 | loss: 0.031173 | val_loss: 0.0311728 | Time: 2036.1 ms [2021-01-26 12:26:54 main:574] : INFO : Epoch 1795 | loss: 0.0311729 | val_loss: 0.031177 | Time: 2046.95 ms [2021-01-26 12:26:56 main:574] : INFO : Epoch 1796 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 2037.08 ms [2021-01-26 12:26:58 main:574] : INFO : Epoch 1797 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2039.65 ms [2021-01-26 12:27:00 main:574] : INFO : Epoch 1798 | loss: 0.0311756 | val_loss: 0.0311816 | Time: 2042.67 ms [2021-01-26 12:27:02 main:574] : INFO : Epoch 1799 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 2042.49 ms [2021-01-26 12:27:04 main:574] : INFO : Epoch 1800 | loss: 0.0311746 | val_loss: 0.0311746 | Time: 2046.88 ms [2021-01-26 12:27:06 main:574] : INFO : Epoch 1801 | loss: 0.0311741 | val_loss: 0.0311744 | Time: 2034.27 ms [2021-01-26 12:27:09 main:574] : INFO : Epoch 1802 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2042.89 ms [2021-01-26 12:27:11 main:574] : INFO : Epoch 1803 | loss: 0.0311738 | val_loss: 0.0311735 | Time: 2044.33 ms [2021-01-26 12:27:13 main:574] : INFO : Epoch 1804 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 2037.92 ms [2021-01-26 12:27:15 main:574] : INFO : Epoch 1805 | loss: 0.0311733 | val_loss: 0.0311734 | Time: 2037.17 ms [2021-01-26 12:27:17 main:574] : INFO : Epoch 1806 | loss: 0.0311718 | val_loss: 0.0311728 | Time: 2039.74 ms [2021-01-26 12:27:19 main:574] : INFO : Epoch 1807 | loss: 0.0311723 | val_loss: 0.0311726 | Time: 2044.87 ms [2021-01-26 12:27:21 main:574] : INFO : Epoch 1808 | loss: 0.0311726 | val_loss: 0.031174 | Time: 2043.05 ms [2021-01-26 12:27:23 main:574] : INFO : Epoch 1809 | loss: 0.0311728 | val_loss: 0.0311734 | Time: 2039.22 ms [2021-01-26 12:27:25 main:574] : INFO : Epoch 1810 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 2035.87 ms [2021-01-26 12:27:27 main:574] : INFO : Epoch 1811 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 2043.77 ms [2021-01-26 12:27:29 main:574] : INFO : Epoch 1812 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2048.71 ms [2021-01-26 12:27:32 main:574] : INFO : Epoch 1813 | loss: 0.0311716 | val_loss: 0.0311731 | Time: 2052.15 ms [2021-01-26 12:27:34 main:574] : INFO : Epoch 1814 | loss: 0.0311713 | val_loss: 0.0311732 | Time: 2040.52 ms [2021-01-26 12:27:36 main:574] : INFO : Epoch 1815 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 2040.89 ms [2021-01-26 12:27:38 main:574] : INFO : Epoch 1816 | loss: 0.0311716 | val_loss: 0.031173 | Time: 2039.65 ms [2021-01-26 12:27:40 main:574] : INFO : Epoch 1817 | loss: 0.0311712 | val_loss: 0.0311731 | Time: 2034.56 ms [2021-01-26 12:27:42 main:574] : INFO : Epoch 1818 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 2045.85 ms [2021-01-26 12:27:44 main:574] : INFO : Epoch 1819 | loss: 0.0311708 | val_loss: 0.0311728 | Time: 2041.95 ms [2021-01-26 12:27:46 main:574] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.031174 | Time: 2042.93 ms [2021-01-26 12:27:48 main:574] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.031174 | Time: 2036.17 ms [2021-01-26 12:27:50 main:574] : INFO : Epoch 1822 | loss: 0.0311714 | val_loss: 0.0311733 | Time: 2043.19 ms [2021-01-26 12:27:52 main:574] : INFO : Epoch 1823 | loss: 0.0311711 | val_loss: 0.0311728 | Time: 2042.07 ms [2021-01-26 12:27:55 main:574] : INFO : Epoch 1824 | loss: 0.0311704 | val_loss: 0.0311731 | Time: 2038.45 ms [2021-01-26 12:27:57 main:574] : INFO : Epoch 1825 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2042.67 ms [2021-01-26 12:27:59 main:574] : INFO : Epoch 1826 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2043.92 ms [2021-01-26 12:28:01 main:574] : INFO : Epoch 1827 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2039.35 ms [2021-01-26 12:28:03 main:574] : INFO : Epoch 1828 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 2044.21 ms [2021-01-26 12:28:05 main:574] : INFO : Epoch 1829 | loss: 0.0311706 | val_loss: 0.031173 | Time: 2042.37 ms [2021-01-26 12:28:07 main:574] : INFO : Epoch 1830 | loss: 0.03117 | val_loss: 0.0311735 | Time: 2044.98 ms [2021-01-26 12:28:09 main:574] : INFO : Epoch 1831 | loss: 0.0311699 | val_loss: 0.031173 | Time: 2042.72 ms [2021-01-26 12:28:11 main:574] : INFO : Epoch 1832 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 2044.52 ms [2021-01-26 12:28:13 main:574] : INFO : Epoch 1833 | loss: 0.03117 | val_loss: 0.0311741 | Time: 2041.9 ms [2021-01-26 12:28:15 main:574] : INFO : Epoch 1834 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2045.43 ms [2021-01-26 12:28:18 main:574] : INFO : Epoch 1835 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 2041.72 ms [2021-01-26 12:28:20 main:574] : INFO : Epoch 1836 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 2047.07 ms [2021-01-26 12:28:22 main:574] : INFO : Epoch 1837 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 2034.58 ms [2021-01-26 12:28:24 main:574] : INFO : Epoch 1838 | loss: 0.0311698 | val_loss: 0.0311717 | Time: 2043.44 ms [2021-01-26 12:28:26 main:574] : INFO : Epoch 1839 | loss: 0.0311695 | val_loss: 0.0311721 | Time: 2039.23 ms [2021-01-26 12:28:28 main:574] : INFO : Epoch 1840 | loss: 0.0311703 | val_loss: 0.0311726 | Time: 2038.76 ms [2021-01-26 12:28:30 main:574] : INFO : Epoch 1841 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 2039.42 ms [2021-01-26 12:28:32 main:574] : INFO : Epoch 1842 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2043.37 ms [2021-01-26 12:28:34 main:574] : INFO : Epoch 1843 | loss: 0.031173 | val_loss: 0.0311723 | Time: 2047.22 ms [2021-01-26 12:28:36 main:574] : INFO : Epoch 1844 | loss: 0.0311739 | val_loss: 0.0311712 | Time: 2035.92 ms [2021-01-26 12:28:38 main:574] : INFO : Epoch 1845 | loss: 0.0311732 | val_loss: 0.0311721 | Time: 2041.89 ms [2021-01-26 12:28:41 main:574] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.031172 | Time: 2042.73 ms [2021-01-26 12:28:43 main:574] : INFO : Epoch 1847 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 2040.15 ms [2021-01-26 12:28:45 main:574] : INFO : Epoch 1848 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 2039.15 ms [2021-01-26 12:28:47 main:574] : INFO : Epoch 1849 | loss: 0.0311726 | val_loss: 0.0311712 | Time: 2039.35 ms [2021-01-26 12:28:49 main:574] : INFO : Epoch 1850 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 2039.81 ms [2021-01-26 12:28:51 main:574] : INFO : Epoch 1851 | loss: 0.0311724 | val_loss: 0.0311749 | Time: 2042.58 ms [2021-01-26 12:28:53 main:574] : INFO : Epoch 1852 | loss: 0.0311719 | val_loss: 0.0311728 | Time: 2042.35 ms [2021-01-26 12:28:55 main:574] : INFO : Epoch 1853 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 2039.3 ms [2021-01-26 12:28:57 main:574] : INFO : Epoch 1854 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2040.58 ms [2021-01-26 12:28:59 main:574] : INFO : Epoch 1855 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 2041.99 ms [2021-01-26 12:29:01 main:574] : INFO : Epoch 1856 | loss: 0.0311712 | val_loss: 0.0311728 | Time: 2034.87 ms [2021-01-26 12:29:03 main:574] : INFO : Epoch 1857 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 2039.21 ms [2021-01-26 12:29:05 main:574] : INFO : Epoch 1858 | loss: 0.0311729 | val_loss: 0.0311739 | Time: 2041.12 ms [2021-01-26 12:29:08 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.0311741 | Time: 2038.82 ms [2021-01-26 12:29:10 main:574] : INFO : Epoch 1860 | loss: 0.0311721 | val_loss: 0.031172 | Time: 2045.78 ms [2021-01-26 12:29:12 main:574] : INFO : Epoch 1861 | loss: 0.0311729 | val_loss: 0.031172 | Time: 2034.97 ms [2021-01-26 12:29:14 main:574] : INFO : Epoch 1862 | loss: 0.0311716 | val_loss: 0.031171 | Time: 2039.71 ms [2021-01-26 12:29:16 main:574] : INFO : Epoch 1863 | loss: 0.0311714 | val_loss: 0.0311707 | Time: 2039.13 ms [2021-01-26 12:29:18 main:574] : INFO : Epoch 1864 | loss: 0.031172 | val_loss: 0.0311702 | Time: 2038.25 ms [2021-01-26 12:29:20 main:574] : INFO : Epoch 1865 | loss: 0.0311722 | val_loss: 0.03117 | Time: 2038.19 ms [2021-01-26 12:29:22 main:574] : INFO : Epoch 1866 | loss: 0.0311693 | val_loss: 0.031169 | Time: 2040.7 ms [2021-01-26 12:29:24 main:574] : INFO : Epoch 1867 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 2044.08 ms [2021-01-26 12:29:26 main:574] : INFO : Epoch 1868 | loss: 0.0311704 | val_loss: 0.0311695 | Time: 2038.47 ms [2021-01-26 12:29:28 main:574] : INFO : Epoch 1869 | loss: 0.0311687 | val_loss: 0.0311698 | Time: 2038.81 ms [2021-01-26 12:29:30 main:574] : INFO : Epoch 1870 | loss: 0.0311688 | val_loss: 0.0311692 | Time: 2038.3 ms [2021-01-26 12:29:33 main:574] : INFO : Epoch 1871 | loss: 0.0311688 | val_loss: 0.0311689 | Time: 2039.99 ms [2021-01-26 12:29:35 main:574] : INFO : Epoch 1872 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 2044.95 ms [2021-01-26 12:29:37 main:574] : INFO : Epoch 1873 | loss: 0.0311728 | val_loss: 0.0311718 | Time: 2036.57 ms [2021-01-26 12:29:39 main:574] : INFO : Epoch 1874 | loss: 0.0311716 | val_loss: 0.0311718 | Time: 2046.91 ms [2021-01-26 12:29:41 main:574] : INFO : Epoch 1875 | loss: 0.0311703 | val_loss: 0.0311715 | Time: 2041.19 ms [2021-01-26 12:29:43 main:574] : INFO : Epoch 1876 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2046.54 ms [2021-01-26 12:29:45 main:574] : INFO : Epoch 1877 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 2036.48 ms [2021-01-26 12:29:47 main:574] : INFO : Epoch 1878 | loss: 0.0311714 | val_loss: 0.0311724 | Time: 2042.38 ms [2021-01-26 12:29:49 main:574] : INFO : Epoch 1879 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 2040.95 ms [2021-01-26 12:29:51 main:574] : INFO : Epoch 1880 | loss: 0.0311694 | val_loss: 0.0311719 | Time: 2042.54 ms [2021-01-26 12:29:53 main:574] : INFO : Epoch 1881 | loss: 0.0311697 | val_loss: 0.0311711 | Time: 2033.47 ms [2021-01-26 12:29:55 main:574] : INFO : Epoch 1882 | loss: 0.0311693 | val_loss: 0.0311733 | Time: 2039.54 ms [2021-01-26 12:29:57 main:574] : INFO : Epoch 1883 | loss: 0.0311697 | val_loss: 0.0311722 | Time: 2038.73 ms [2021-01-26 12:29:59 main:574] : INFO : Epoch 1884 | loss: 0.0311702 | val_loss: 0.0311742 | Time: 2038.37 ms [2021-01-26 12:30:02 main:574] : INFO : Epoch 1885 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 2038.89 ms [2021-01-26 12:30:04 main:574] : INFO : Epoch 1886 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 2045.23 ms [2021-01-26 12:30:06 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311723 | Time: 2045.9 ms [2021-01-26 12:30:08 main:574] : INFO : Epoch 1888 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 2044.54 ms [2021-01-26 12:30:10 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 2040.98 ms [2021-01-26 12:30:12 main:574] : INFO : Epoch 1890 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 2046.06 ms [2021-01-26 12:30:14 main:574] : INFO : Epoch 1891 | loss: 0.0311703 | val_loss: 0.0311716 | Time: 2041.77 ms [2021-01-26 12:30:16 main:574] : INFO : Epoch 1892 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 2039.19 ms [2021-01-26 12:30:18 main:574] : INFO : Epoch 1893 | loss: 0.0311723 | val_loss: 0.031171 | Time: 2034.36 ms [2021-01-26 12:30:20 main:574] : INFO : Epoch 1894 | loss: 0.0311699 | val_loss: 0.0311708 | Time: 2038.52 ms [2021-01-26 12:30:22 main:574] : INFO : Epoch 1895 | loss: 0.0311699 | val_loss: 0.0311708 | Time: 2041.46 ms [2021-01-26 12:30:25 main:574] : INFO : Epoch 1896 | loss: 0.0311704 | val_loss: 0.0311704 | Time: 2036.54 ms [2021-01-26 12:30:27 main:574] : INFO : Epoch 1897 | loss: 0.0311687 | val_loss: 0.0311701 | Time: 2031.71 ms [2021-01-26 12:30:29 main:574] : INFO : Epoch 1898 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2048.54 ms [2021-01-26 12:30:31 main:574] : INFO : Epoch 1899 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 2044.85 ms [2021-01-26 12:30:33 main:574] : INFO : Epoch 1900 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 2040.87 ms [2021-01-26 12:30:35 main:574] : INFO : Epoch 1901 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 2038.95 ms [2021-01-26 12:30:37 main:574] : INFO : Epoch 1902 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2047 ms [2021-01-26 12:30:39 main:574] : INFO : Epoch 1903 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 2044.78 ms [2021-01-26 12:30:41 main:574] : INFO : Epoch 1904 | loss: 0.0311684 | val_loss: 0.031172 | Time: 2038.01 ms [2021-01-26 12:30:43 main:574] : INFO : Epoch 1905 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 2039.16 ms [2021-01-26 12:30:45 main:574] : INFO : Epoch 1906 | loss: 0.0311691 | val_loss: 0.0311733 | Time: 2040.27 ms [2021-01-26 12:30:47 main:574] : INFO : Epoch 1907 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2037.31 ms [2021-01-26 12:30:49 main:574] : INFO : Epoch 1908 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 2038.98 ms [2021-01-26 12:30:52 main:574] : INFO : Epoch 1909 | loss: 0.0311694 | val_loss: 0.0311736 | Time: 2035.56 ms [2021-01-26 12:30:54 main:574] : INFO : Epoch 1910 | loss: 0.0311687 | val_loss: 0.0311716 | Time: 2044.27 ms [2021-01-26 12:30:56 main:574] : INFO : Epoch 1911 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 2038.96 ms [2021-01-26 12:30:58 main:574] : INFO : Epoch 1912 | loss: 0.0311674 | val_loss: 0.0311715 | Time: 2038.34 ms [2021-01-26 12:31:00 main:574] : INFO : Epoch 1913 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2035.66 ms [2021-01-26 12:31:02 main:574] : INFO : Epoch 1914 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 2042.68 ms [2021-01-26 12:31:04 main:574] : INFO : Epoch 1915 | loss: 0.0311675 | val_loss: 0.0311731 | Time: 2043.54 ms [2021-01-26 12:31:06 main:574] : INFO : Epoch 1916 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 2036.47 ms [2021-01-26 12:31:08 main:574] : INFO : Epoch 1917 | loss: 0.0311687 | val_loss: 0.031173 | Time: 2037.78 ms [2021-01-26 12:31:10 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 2040.94 ms [2021-01-26 12:31:12 main:574] : INFO : Epoch 1919 | loss: 0.0311707 | val_loss: 0.0311725 | Time: 2041.51 ms [2021-01-26 12:31:14 main:574] : INFO : Epoch 1920 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 2036.92 ms [2021-01-26 12:31:16 main:574] : INFO : Epoch 1921 | loss: 0.0311708 | val_loss: 0.0311736 | Time: 2033.64 ms [2021-01-26 12:31:18 main:574] : INFO : Epoch 1922 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 2042.14 ms [2021-01-26 12:31:21 main:574] : INFO : Epoch 1923 | loss: 0.031168 | val_loss: 0.031177 | Time: 2037.67 ms [2021-01-26 12:31:23 main:574] : INFO : Epoch 1924 | loss: 0.0311689 | val_loss: 0.0311717 | Time: 2039.54 ms [2021-01-26 12:31:25 main:574] : INFO : Epoch 1925 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2038.53 ms [2021-01-26 12:31:27 main:574] : INFO : Epoch 1926 | loss: 0.0311687 | val_loss: 0.0311746 | Time: 2041.72 ms [2021-01-26 12:31:29 main:574] : INFO : Epoch 1927 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 2042.94 ms [2021-01-26 12:31:31 main:574] : INFO : Epoch 1928 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2041.13 ms [2021-01-26 12:31:33 main:574] : INFO : Epoch 1929 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2040.84 ms [2021-01-26 12:31:35 main:574] : INFO : Epoch 1930 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 2048.52 ms [2021-01-26 12:31:37 main:574] : INFO : Epoch 1931 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 2043.63 ms [2021-01-26 12:31:39 main:574] : INFO : Epoch 1932 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2035.67 ms [2021-01-26 12:31:41 main:574] : INFO : Epoch 1933 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 2038.54 ms [2021-01-26 12:31:43 main:574] : INFO : Epoch 1934 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 2043.8 ms [2021-01-26 12:31:46 main:574] : INFO : Epoch 1935 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 2041.24 ms [2021-01-26 12:31:48 main:574] : INFO : Epoch 1936 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2042.24 ms [2021-01-26 12:31:50 main:574] : INFO : Epoch 1937 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 2043.99 ms [2021-01-26 12:31:52 main:574] : INFO : Epoch 1938 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 2040.06 ms [2021-01-26 12:31:54 main:574] : INFO : Epoch 1939 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 2042.24 ms [2021-01-26 12:31:56 main:574] : INFO : Epoch 1940 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 2032.82 ms [2021-01-26 12:31:58 main:574] : INFO : Epoch 1941 | loss: 0.0311674 | val_loss: 0.0311726 | Time: 2036.47 ms [2021-01-26 12:32:00 main:574] : INFO : Epoch 1942 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2038.9 ms [2021-01-26 12:32:02 main:574] : INFO : Epoch 1943 | loss: 0.0311677 | val_loss: 0.031173 | Time: 2040.59 ms [2021-01-26 12:32:04 main:574] : INFO : Epoch 1944 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2042.45 ms [2021-01-26 12:32:06 main:574] : INFO : Epoch 1945 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 2037.41 ms [2021-01-26 12:32:08 main:574] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 2041.59 ms [2021-01-26 12:32:11 main:574] : INFO : Epoch 1947 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 2042.9 ms [2021-01-26 12:32:13 main:574] : INFO : Epoch 1948 | loss: 0.031168 | val_loss: 0.0311714 | Time: 2040.6 ms [2021-01-26 12:32:15 main:574] : INFO : Epoch 1949 | loss: 0.0311687 | val_loss: 0.0311726 | Time: 2039.39 ms [2021-01-26 12:32:17 main:574] : INFO : Epoch 1950 | loss: 0.0311673 | val_loss: 0.031171 | Time: 2046.72 ms [2021-01-26 12:32:19 main:574] : INFO : Epoch 1951 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2043.81 ms [2021-01-26 12:32:21 main:574] : INFO : Epoch 1952 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 2036.93 ms [2021-01-26 12:32:23 main:574] : INFO : Epoch 1953 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 2038.4 ms [2021-01-26 12:32:25 main:574] : INFO : Epoch 1954 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 2043.03 ms [2021-01-26 12:32:27 main:574] : INFO : Epoch 1955 | loss: 0.0311728 | val_loss: 0.0311713 | Time: 2040.69 ms [2021-01-26 12:32:29 main:574] : INFO : Epoch 1956 | loss: 0.0311732 | val_loss: 0.0311717 | Time: 2037.61 ms [2021-01-26 12:32:31 main:574] : INFO : Epoch 1957 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 2037.82 ms [2021-01-26 12:32:34 main:574] : INFO : Epoch 1958 | loss: 0.0311695 | val_loss: 0.0311727 | Time: 2041.9 ms [2021-01-26 12:32:36 main:574] : INFO : Epoch 1959 | loss: 0.0311692 | val_loss: 0.0311702 | Time: 2039.8 ms [2021-01-26 12:32:38 main:574] : INFO : Epoch 1960 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2036.5 ms [2021-01-26 12:32:40 main:574] : INFO : Epoch 1961 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 2036.26 ms [2021-01-26 12:32:42 main:574] : INFO : Epoch 1962 | loss: 0.0311687 | val_loss: 0.031172 | Time: 2035.97 ms [2021-01-26 12:32:44 main:574] : INFO : Epoch 1963 | loss: 0.031168 | val_loss: 0.0311721 | Time: 2041.19 ms [2021-01-26 12:32:46 main:574] : INFO : Epoch 1964 | loss: 0.0311694 | val_loss: 0.0311722 | Time: 2035.52 ms [2021-01-26 12:32:48 main:574] : INFO : Epoch 1965 | loss: 0.0311691 | val_loss: 0.0311695 | Time: 2039.4 ms [2021-01-26 12:32:50 main:574] : INFO : Epoch 1966 | loss: 0.0311674 | val_loss: 0.0311723 | Time: 2040.85 ms [2021-01-26 12:32:52 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 2038.44 ms [2021-01-26 12:32:54 main:574] : INFO : Epoch 1968 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2042.41 ms [2021-01-26 12:32:56 main:574] : INFO : Epoch 1969 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2038.78 ms [2021-01-26 12:32:59 main:574] : INFO : Epoch 1970 | loss: 0.0311706 | val_loss: 0.0311714 | Time: 2044.26 ms [2021-01-26 12:33:01 main:574] : INFO : Epoch 1971 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 2036.5 ms [2021-01-26 12:33:03 main:574] : INFO : Epoch 1972 | loss: 0.0311694 | val_loss: 0.0311699 | Time: 2040.74 ms [2021-01-26 12:33:05 main:574] : INFO : Epoch 1973 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2039.47 ms [2021-01-26 12:33:07 main:574] : INFO : Epoch 1974 | loss: 0.0311702 | val_loss: 0.0311721 | Time: 2045.89 ms [2021-01-26 12:33:09 main:574] : INFO : Epoch 1975 | loss: 0.0311694 | val_loss: 0.0311708 | Time: 2039.37 ms [2021-01-26 12:33:11 main:574] : INFO : Epoch 1976 | loss: 0.0311688 | val_loss: 0.0311712 | Time: 2042.05 ms [2021-01-26 12:33:13 main:574] : INFO : Epoch 1977 | loss: 0.0311688 | val_loss: 0.0311714 | Time: 2042.06 ms [2021-01-26 12:33:15 main:574] : INFO : Epoch 1978 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2035.14 ms [2021-01-26 12:33:17 main:574] : INFO : Epoch 1979 | loss: 0.031168 | val_loss: 0.0311701 | Time: 2041.58 ms [2021-01-26 12:33:19 main:574] : INFO : Epoch 1980 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 2046.13 ms [2021-01-26 12:33:21 main:574] : INFO : Epoch 1981 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 2042.39 ms [2021-01-26 12:33:24 main:574] : INFO : Epoch 1982 | loss: 0.031167 | val_loss: 0.0311704 | Time: 2041.77 ms [2021-01-26 12:33:26 main:574] : INFO : Epoch 1983 | loss: 0.0311666 | val_loss: 0.0311712 | Time: 2044.81 ms [2021-01-26 12:33:28 main:574] : INFO : Epoch 1984 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2037.66 ms [2021-01-26 12:33:30 main:574] : INFO : Epoch 1985 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 2036.59 ms [2021-01-26 12:33:32 main:574] : INFO : Epoch 1986 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 2040.34 ms [2021-01-26 12:33:34 main:574] : INFO : Epoch 1987 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 2043.11 ms [2021-01-26 12:33:36 main:574] : INFO : Epoch 1988 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2037.04 ms [2021-01-26 12:33:38 main:574] : INFO : Epoch 1989 | loss: 0.0311655 | val_loss: 0.0311689 | Time: 2040.52 ms [2021-01-26 12:33:40 main:574] : INFO : Epoch 1990 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 2044.56 ms [2021-01-26 12:33:42 main:574] : INFO : Epoch 1991 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 2041.94 ms [2021-01-26 12:33:44 main:574] : INFO : Epoch 1992 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 2039.3 ms [2021-01-26 12:33:46 main:574] : INFO : Epoch 1993 | loss: 0.0311647 | val_loss: 0.0311681 | Time: 2039.64 ms [2021-01-26 12:33:49 main:574] : INFO : Epoch 1994 | loss: 0.0311645 | val_loss: 0.031171 | Time: 2043.43 ms [2021-01-26 12:33:51 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2040.34 ms [2021-01-26 12:33:53 main:574] : INFO : Epoch 1996 | loss: 0.0311681 | val_loss: 0.0311689 | Time: 2035.41 ms [2021-01-26 12:33:55 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311691 | Time: 2037.33 ms [2021-01-26 12:33:57 main:574] : INFO : Epoch 1998 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 2036.39 ms [2021-01-26 12:33:59 main:574] : INFO : Epoch 1999 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 2042.73 ms [2021-01-26 12:34:01 main:574] : INFO : Epoch 2000 | loss: 0.0311667 | val_loss: 0.031168 | Time: 2036.8 ms [2021-01-26 12:34:03 main:574] : INFO : Epoch 2001 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 2036.1 ms [2021-01-26 12:34:05 main:574] : INFO : Epoch 2002 | loss: 0.0311663 | val_loss: 0.0311684 | Time: 2043.43 ms [2021-01-26 12:34:07 main:574] : INFO : Epoch 2003 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 2037.5 ms [2021-01-26 12:34:09 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311687 | Time: 2036.92 ms [2021-01-26 12:34:11 main:574] : INFO : Epoch 2005 | loss: 0.0311665 | val_loss: 0.03117 | Time: 2041.28 ms [2021-01-26 12:34:13 main:574] : INFO : Epoch 2006 | loss: 0.031167 | val_loss: 0.031169 | Time: 2036.44 ms [2021-01-26 12:34:15 main:574] : INFO : Epoch 2007 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 2039.68 ms [2021-01-26 12:34:18 main:574] : INFO : Epoch 2008 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 2044.69 ms [2021-01-26 12:34:20 main:574] : INFO : Epoch 2009 | loss: 0.0311649 | val_loss: 0.0311679 | Time: 2032.76 ms [2021-01-26 12:34:22 main:574] : INFO : Epoch 2010 | loss: 0.031167 | val_loss: 0.031169 | Time: 2041.96 ms [2021-01-26 12:34:24 main:574] : INFO : Epoch 2011 | loss: 0.0311687 | val_loss: 0.0311678 | Time: 2037.79 ms [2021-01-26 12:34:26 main:574] : INFO : Epoch 2012 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 2040.09 ms [2021-01-26 12:34:28 main:574] : INFO : Epoch 2013 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 2036.97 ms [2021-01-26 12:34:30 main:574] : INFO : Epoch 2014 | loss: 0.0311658 | val_loss: 0.0311698 | Time: 2044.86 ms [2021-01-26 12:34:32 main:574] : INFO : Epoch 2015 | loss: 0.0311648 | val_loss: 0.0311689 | Time: 2040.37 ms [2021-01-26 12:34:34 main:574] : INFO : Epoch 2016 | loss: 0.0311659 | val_loss: 0.0311676 | Time: 2042.01 ms [2021-01-26 12:34:36 main:574] : INFO : Epoch 2017 | loss: 0.0311637 | val_loss: 0.0311679 | Time: 2044 ms [2021-01-26 12:34:38 main:574] : INFO : Epoch 2018 | loss: 0.0311632 | val_loss: 0.031167 | Time: 2039.64 ms [2021-01-26 12:34:40 main:574] : INFO : Epoch 2019 | loss: 0.031164 | val_loss: 0.0311688 | Time: 2041.57 ms [2021-01-26 12:34:42 main:574] : INFO : Epoch 2020 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 2050.3 ms [2021-01-26 12:34:45 main:574] : INFO : Epoch 2021 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 2039.94 ms [2021-01-26 12:34:47 main:574] : INFO : Epoch 2022 | loss: 0.0311647 | val_loss: 0.031175 | Time: 2038.15 ms [2021-01-26 12:34:49 main:574] : INFO : Epoch 2023 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2040.72 ms [2021-01-26 12:34:51 main:574] : INFO : Epoch 2024 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 2036.75 ms [2021-01-26 12:34:53 main:574] : INFO : Epoch 2025 | loss: 0.0311655 | val_loss: 0.0311697 | Time: 2036.68 ms [2021-01-26 12:34:55 main:574] : INFO : Epoch 2026 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 2038.67 ms [2021-01-26 12:34:57 main:574] : INFO : Epoch 2027 | loss: 0.0311645 | val_loss: 0.0311705 | Time: 2041.71 ms [2021-01-26 12:34:59 main:574] : INFO : Epoch 2028 | loss: 0.031165 | val_loss: 0.0311701 | Time: 2040.2 ms [2021-01-26 12:35:01 main:574] : INFO : Epoch 2029 | loss: 0.0311646 | val_loss: 0.0311677 | Time: 2041.27 ms [2021-01-26 12:35:03 main:574] : INFO : Epoch 2030 | loss: 0.0311651 | val_loss: 0.0311686 | Time: 2039.71 ms [2021-01-26 12:35:05 main:574] : INFO : Epoch 2031 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 2041.64 ms [2021-01-26 12:35:07 main:574] : INFO : Epoch 2032 | loss: 0.0311653 | val_loss: 0.0311672 | Time: 2039.76 ms [2021-01-26 12:35:09 main:574] : INFO : Epoch 2033 | loss: 0.0311654 | val_loss: 0.0311665 | Time: 2031.81 ms [2021-01-26 12:35:11 main:574] : INFO : Epoch 2034 | loss: 0.0311648 | val_loss: 0.0311679 | Time: 2048.69 ms [2021-01-26 12:35:14 main:574] : INFO : Epoch 2035 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 2044.16 ms [2021-01-26 12:35:16 main:574] : INFO : Epoch 2036 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 2044.95 ms [2021-01-26 12:35:18 main:574] : INFO : Epoch 2037 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 2031.83 ms [2021-01-26 12:35:20 main:574] : INFO : Epoch 2038 | loss: 0.031163 | val_loss: 0.0311716 | Time: 2040.15 ms [2021-01-26 12:35:22 main:574] : INFO : Epoch 2039 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 2038.42 ms [2021-01-26 12:35:24 main:574] : INFO : Epoch 2040 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 2039.91 ms [2021-01-26 12:35:26 main:574] : INFO : Epoch 2041 | loss: 0.0311646 | val_loss: 0.031167 | Time: 2035.59 ms [2021-01-26 12:35:28 main:574] : INFO : Epoch 2042 | loss: 0.0311638 | val_loss: 0.0311673 | Time: 2041.65 ms [2021-01-26 12:35:30 main:574] : INFO : Epoch 2043 | loss: 0.0311656 | val_loss: 0.0311679 | Time: 2044.17 ms [2021-01-26 12:35:32 main:574] : INFO : Epoch 2044 | loss: 0.0311683 | val_loss: 0.031168 | Time: 2037.26 ms [2021-01-26 12:35:35 main:574] : INFO : Epoch 2045 | loss: 0.0311637 | val_loss: 0.0311663 | Time: 2036.03 ms [2021-01-26 12:35:37 main:574] : INFO : Epoch 2046 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2044.74 ms [2021-01-26 12:35:39 main:574] : INFO : Epoch 2047 | loss: 0.0311632 | val_loss: 0.0311658 | Time: 2037.71 ms [2021-01-26 12:35:41 main:574] : INFO : Epoch 2048 | loss: 0.031163 | val_loss: 0.0311671 | Time: 2039.2 ms [2021-01-26 12:35:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311671 [2021-01-26 12:35:41 main:603] : INFO : Saving end state to config to file [2021-01-26 12:35:41 main:608] : INFO : Success, exiting.. 12:35:41 (27680): 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)