Task 8687168
| Name | ParityModified-1636181954-25884-0_0 |
| Workunit | 6171617 |
| Created | 6 Nov 2021, 6:59:19 UTC |
| Sent | 8 Nov 2021, 7:49:59 UTC |
| Report deadline | 16 Nov 2021, 7:49:59 UTC |
| Received | 9 Nov 2021, 19:50:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 4 hours 58 min 12 sec |
| CPU time | 4 hours 51 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 11-09 12:09:45 main:574] : INFO : Epoch 1542 | loss: 0.031178 | val_loss: 0.0311847 | Time: 9347.38 ms [2021-11-09 12:09:55 main:574] : INFO : Epoch 1543 | loss: 0.0311778 | val_loss: 0.0311844 | Time: 9386.76 ms [2021-11-09 12:10:04 main:574] : INFO : Epoch 1544 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 9440.1 ms [2021-11-09 12:10:14 main:574] : INFO : Epoch 1545 | loss: 0.0311791 | val_loss: 0.0311838 | Time: 9357.42 ms [2021-11-09 12:10:23 main:574] : INFO : Epoch 1546 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 9459.17 ms [2021-11-09 12:10:33 main:574] : INFO : Epoch 1547 | loss: 0.0311782 | val_loss: 0.0311905 | Time: 9425.6 ms [2021-11-09 12:10:42 main:574] : INFO : Epoch 1548 | loss: 0.0311795 | val_loss: 0.0311839 | Time: 9359.98 ms [2021-11-09 12:10:51 main:574] : INFO : Epoch 1549 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 9413.26 ms [2021-11-09 12:11:01 main:574] : INFO : Epoch 1550 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 9335.96 ms [2021-11-09 12:11:10 main:574] : INFO : Epoch 1551 | loss: 0.0311784 | val_loss: 0.031184 | Time: 9335.23 ms [2021-11-09 12:11:19 main:574] : INFO : Epoch 1552 | loss: 0.0311774 | val_loss: 0.0311847 | Time: 9408.62 ms [2021-11-09 12:11:29 main:574] : INFO : Epoch 1553 | loss: 0.0311778 | val_loss: 0.0311862 | Time: 9323.05 ms [2021-11-09 12:11:38 main:574] : INFO : Epoch 1554 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 9391.4 ms [2021-11-09 12:11:48 main:574] : INFO : Epoch 1555 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 9407.71 ms [2021-11-09 12:11:57 main:574] : INFO : Epoch 1556 | loss: 0.0311785 | val_loss: 0.0311854 | Time: 9384.67 ms [2021-11-09 12:12:06 main:574] : INFO : Epoch 1557 | loss: 0.0311769 | val_loss: 0.031184 | Time: 9348.85 ms [2021-11-09 12:12:16 main:574] : INFO : Epoch 1558 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 9330.89 ms [2021-11-09 12:12:25 main:574] : INFO : Epoch 1559 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 9342.65 ms [2021-11-09 12:12:35 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.031188 | Time: 9442.75 ms [2021-11-09 12:12:44 main:574] : INFO : Epoch 1561 | loss: 0.0311772 | val_loss: 0.0311837 | Time: 9309.43 ms [2021-11-09 12:12:53 main:574] : INFO : Epoch 1562 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 9341.37 ms [2021-11-09 12:13:03 main:574] : INFO : Epoch 1563 | loss: 0.0311769 | val_loss: 0.0311846 | Time: 9375.43 ms [2021-11-09 12:13:12 main:574] : INFO : Epoch 1564 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 9365.38 ms [2021-11-09 12:13:21 main:574] : INFO : Epoch 1565 | loss: 0.0311771 | val_loss: 0.0311864 | Time: 9363.88 ms [2021-11-09 12:13:31 main:574] : INFO : Epoch 1566 | loss: 0.0311799 | val_loss: 0.0311864 | Time: 9317.11 ms [2021-11-09 12:13:40 main:574] : INFO : Epoch 1567 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 9429.53 ms [2021-11-09 12:13:50 main:574] : INFO : Epoch 1568 | loss: 0.0311768 | val_loss: 0.0311855 | Time: 9312.01 ms [2021-11-09 12:13:59 main:574] : INFO : Epoch 1569 | loss: 0.0311765 | val_loss: 0.0311833 | Time: 9386.26 ms [2021-11-09 12:14:08 main:574] : INFO : Epoch 1570 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 9405.22 ms [2021-11-09 12:14:18 main:574] : INFO : Epoch 1571 | loss: 0.0311775 | val_loss: 0.0311866 | Time: 9313.72 ms [2021-11-09 12:14:27 main:574] : INFO : Epoch 1572 | loss: 0.0311783 | val_loss: 0.0311856 | Time: 9413.99 ms [2021-11-09 12:14:37 main:574] : INFO : Epoch 1573 | loss: 0.031178 | val_loss: 0.0311872 | Time: 9422.71 ms [2021-11-09 12:14:46 main:574] : INFO : Epoch 1574 | loss: 0.0311777 | val_loss: 0.0311878 | Time: 9367.48 ms [2021-11-09 12:14:55 main:574] : INFO : Epoch 1575 | loss: 0.0311796 | val_loss: 0.0311858 | Time: 9454.56 ms [2021-11-09 12:15:05 main:574] : INFO : Epoch 1576 | loss: 0.0311776 | val_loss: 0.031184 | Time: 9374.19 ms [2021-11-09 12:15:14 main:574] : INFO : Epoch 1577 | loss: 0.0311771 | val_loss: 0.0311827 | Time: 9338.6 ms [2021-11-09 12:15:24 main:574] : INFO : Epoch 1578 | loss: 0.0311767 | val_loss: 0.0311841 | Time: 9419.81 ms [2021-11-09 12:15:33 main:574] : INFO : Epoch 1579 | loss: 0.0311776 | val_loss: 0.031185 | Time: 9399.1 ms [2021-11-09 12:15:42 main:574] : INFO : Epoch 1580 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 9345.94 ms [2021-11-09 12:15:52 main:574] : INFO : Epoch 1581 | loss: 0.0311762 | val_loss: 0.0311823 | Time: 9359.01 ms [2021-11-09 12:16:01 main:574] : INFO : Epoch 1582 | loss: 0.0311762 | val_loss: 0.0311871 | Time: 9356.03 ms [2021-11-09 12:16:11 main:574] : INFO : Epoch 1583 | loss: 0.0311765 | val_loss: 0.0311827 | Time: 9448.65 ms [2021-11-09 12:16:20 main:574] : INFO : Epoch 1584 | loss: 0.0311766 | val_loss: 0.0311835 | Time: 9329.32 ms [2021-11-09 12:16:29 main:574] : INFO : Epoch 1585 | loss: 0.0311772 | val_loss: 0.0311866 | Time: 9338.83 ms [2021-11-09 12:16:39 main:574] : INFO : Epoch 1586 | loss: 0.0311788 | val_loss: 0.0311859 | Time: 9318.41 ms [2021-11-09 12:16:48 main:574] : INFO : Epoch 1587 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 9337.42 ms [2021-11-09 12:16:57 main:574] : INFO : Epoch 1588 | loss: 0.0311759 | val_loss: 0.031185 | Time: 9364.38 ms [2021-11-09 12:17:07 main:574] : INFO : Epoch 1589 | loss: 0.0311771 | val_loss: 0.0311852 | Time: 9310.25 ms [2021-11-09 12:17:16 main:574] : INFO : Epoch 1590 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 9278.5 ms [2021-11-09 12:17:25 main:574] : INFO : Epoch 1591 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 9311.77 ms [2021-11-09 12:17:35 main:574] : INFO : Epoch 1592 | loss: 0.0311756 | val_loss: 0.031182 | Time: 9398.09 ms [2021-11-09 12:17:44 main:574] : INFO : Epoch 1593 | loss: 0.031175 | val_loss: 0.0311824 | Time: 9386.44 ms [2021-11-09 12:17:53 main:574] : INFO : Epoch 1594 | loss: 0.0311753 | val_loss: 0.0311825 | Time: 9342.82 ms [2021-11-09 12:18:03 main:574] : INFO : Epoch 1595 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 9310.35 ms [2021-11-09 12:18:12 main:574] : INFO : Epoch 1596 | loss: 0.0311753 | val_loss: 0.0311828 | Time: 9342.08 ms [2021-11-09 12:18:22 main:574] : INFO : Epoch 1597 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 9495.98 ms [2021-11-09 12:18:31 main:574] : INFO : Epoch 1598 | loss: 0.0311754 | val_loss: 0.0311824 | Time: 9379.2 ms [2021-11-09 12:18:40 main:574] : INFO : Epoch 1599 | loss: 0.0311751 | val_loss: 0.0311832 | Time: 9440.22 ms [2021-11-09 12:18:50 main:574] : INFO : Epoch 1600 | loss: 0.0311745 | val_loss: 0.0311838 | Time: 9383.3 ms [2021-11-09 12:18:59 main:574] : INFO : Epoch 1601 | loss: 0.0311759 | val_loss: 0.0311858 | Time: 9319.26 ms [2021-11-09 12:19:08 main:574] : INFO : Epoch 1602 | loss: 0.0311761 | val_loss: 0.0311825 | Time: 9311.25 ms [2021-11-09 12:19:18 main:574] : INFO : Epoch 1603 | loss: 0.0311759 | val_loss: 0.0311819 | Time: 9427.76 ms [2021-11-09 12:19:27 main:574] : INFO : Epoch 1604 | loss: 0.0311753 | val_loss: 0.031182 | Time: 9398.13 ms [2021-11-09 12:19:37 main:574] : INFO : Epoch 1605 | loss: 0.0311752 | val_loss: 0.0311818 | Time: 9489.83 ms [2021-11-09 12:19:46 main:574] : INFO : Epoch 1606 | loss: 0.0311757 | val_loss: 0.0311827 | Time: 9405.52 ms [2021-11-09 12:19:56 main:574] : INFO : Epoch 1607 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 9401.83 ms [2021-11-09 12:20:05 main:574] : INFO : Epoch 1608 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 9366.26 ms [2021-11-09 12:20:14 main:574] : INFO : Epoch 1609 | loss: 0.0311745 | val_loss: 0.0311812 | Time: 9358.31 ms [2021-11-09 12:20:24 main:574] : INFO : Epoch 1610 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 9310.51 ms [2021-11-09 12:20:33 main:574] : INFO : Epoch 1611 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 9366.02 ms [2021-11-09 12:20:42 main:574] : INFO : Epoch 1612 | loss: 0.0311739 | val_loss: 0.0311822 | Time: 9357.19 ms [2021-11-09 12:20:52 main:574] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 9342.27 ms [2021-11-09 12:21:01 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311829 | Time: 9399.77 ms [2021-11-09 12:21:11 main:574] : INFO : Epoch 1615 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 9360.15 ms [2021-11-09 12:21:20 main:574] : INFO : Epoch 1616 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 9283.48 ms [2021-11-09 12:21:29 main:574] : INFO : Epoch 1617 | loss: 0.0311736 | val_loss: 0.0311827 | Time: 9407.95 ms [2021-11-09 12:21:39 main:574] : INFO : Epoch 1618 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 9390.08 ms [2021-11-09 12:21:48 main:574] : INFO : Epoch 1619 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 9388 ms [2021-11-09 12:21:58 main:574] : INFO : Epoch 1620 | loss: 0.0311754 | val_loss: 0.0311812 | Time: 9417.68 ms [2021-11-09 12:22:07 main:574] : INFO : Epoch 1621 | loss: 0.0311737 | val_loss: 0.031181 | Time: 9323.01 ms [2021-11-09 12:22:16 main:574] : INFO : Epoch 1622 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 9384.79 ms [2021-11-09 12:22:26 main:574] : INFO : Epoch 1623 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 9359.84 ms [2021-11-09 12:22:35 main:574] : INFO : Epoch 1624 | loss: 0.031173 | val_loss: 0.0311804 | Time: 9437.88 ms [2021-11-09 12:22:45 main:574] : INFO : Epoch 1625 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 9451.06 ms [2021-11-09 12:22:54 main:574] : INFO : Epoch 1626 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 9393.14 ms [2021-11-09 12:23:03 main:574] : INFO : Epoch 1627 | loss: 0.031176 | val_loss: 0.0311847 | Time: 9352.62 ms [2021-11-09 12:23:13 main:574] : INFO : Epoch 1628 | loss: 0.0311736 | val_loss: 0.0311803 | Time: 9380.84 ms [2021-11-09 12:23:22 main:574] : INFO : Epoch 1629 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 9348.59 ms [2021-11-09 12:23:31 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311802 | Time: 9338.52 ms [2021-11-09 12:23:41 main:574] : INFO : Epoch 1631 | loss: 0.0311743 | val_loss: 0.0311832 | Time: 9457.65 ms [2021-11-09 12:23:50 main:574] : INFO : Epoch 1632 | loss: 0.031173 | val_loss: 0.0311813 | Time: 9447.12 ms [2021-11-09 12:24:00 main:574] : INFO : Epoch 1633 | loss: 0.031174 | val_loss: 0.0311795 | Time: 9295.37 ms [2021-11-09 12:24:09 main:574] : INFO : Epoch 1634 | loss: 0.0311724 | val_loss: 0.0311795 | Time: 9346.71 ms [2021-11-09 12:24:18 main:574] : INFO : Epoch 1635 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 9375.72 ms [2021-11-09 12:24:28 main:574] : INFO : Epoch 1636 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 9284.17 ms [2021-11-09 12:24:37 main:574] : INFO : Epoch 1637 | loss: 0.0311733 | val_loss: 0.0311802 | Time: 9356.3 ms [2021-11-09 12:24:46 main:574] : INFO : Epoch 1638 | loss: 0.0311734 | val_loss: 0.0311796 | Time: 9325.92 ms [2021-11-09 12:24:56 main:574] : INFO : Epoch 1639 | loss: 0.0311746 | val_loss: 0.031182 | Time: 9356.99 ms [2021-11-09 12:25:05 main:574] : INFO : Epoch 1640 | loss: 0.031172 | val_loss: 0.0311801 | Time: 9431.77 ms [2021-11-09 12:25:15 main:574] : INFO : Epoch 1641 | loss: 0.0311725 | val_loss: 0.0311794 | Time: 9317.61 ms [2021-11-09 12:25:24 main:574] : INFO : Epoch 1642 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 9367.25 ms [2021-11-09 12:25:33 main:574] : INFO : Epoch 1643 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 9469.67 ms [2021-11-09 12:25:43 main:574] : INFO : Epoch 1644 | loss: 0.0311732 | val_loss: 0.031183 | Time: 9315.43 ms [2021-11-09 12:25:52 main:574] : INFO : Epoch 1645 | loss: 0.0311753 | val_loss: 0.0311793 | Time: 9382.71 ms [2021-11-09 12:26:02 main:574] : INFO : Epoch 1646 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 9428.34 ms [2021-11-09 12:26:11 main:574] : INFO : Epoch 1647 | loss: 0.0311724 | val_loss: 0.0311793 | Time: 9392.8 ms [2021-11-09 12:26:20 main:574] : INFO : Epoch 1648 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 9401.68 ms [2021-11-09 12:26:30 main:574] : INFO : Epoch 1649 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 9478.37 ms [2021-11-09 12:26:39 main:574] : INFO : Epoch 1650 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 9437.54 ms [2021-11-09 12:26:49 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311785 | Time: 9407.75 ms [2021-11-09 12:26:58 main:574] : INFO : Epoch 1652 | loss: 0.0311711 | val_loss: 0.0311796 | Time: 9421.44 ms [2021-11-09 12:27:08 main:574] : INFO : Epoch 1653 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 9395.37 ms [2021-11-09 12:27:17 main:574] : INFO : Epoch 1654 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 9420.97 ms [2021-11-09 12:27:26 main:574] : INFO : Epoch 1655 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 9396.01 ms [2021-11-09 12:27:36 main:574] : INFO : Epoch 1656 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 9363.09 ms [2021-11-09 12:27:45 main:574] : INFO : Epoch 1657 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 9271.72 ms [2021-11-09 12:27:54 main:574] : INFO : Epoch 1658 | loss: 0.0311708 | val_loss: 0.0311821 | Time: 9300.88 ms [2021-11-09 12:28:04 main:574] : INFO : Epoch 1659 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 9305.28 ms [2021-11-09 12:28:13 main:574] : INFO : Epoch 1660 | loss: 0.031172 | val_loss: 0.0311788 | Time: 9353.51 ms [2021-11-09 12:28:22 main:574] : INFO : Epoch 1661 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 9326.75 ms [2021-11-09 12:28:32 main:574] : INFO : Epoch 1662 | loss: 0.0311731 | val_loss: 0.0311913 | Time: 9296.64 ms [2021-11-09 12:28:41 main:574] : INFO : Epoch 1663 | loss: 0.0311861 | val_loss: 0.0311909 | Time: 9378.75 ms [2021-11-09 12:28:51 main:574] : INFO : Epoch 1664 | loss: 0.031178 | val_loss: 0.0311838 | Time: 9423.08 ms [2021-11-09 12:29:00 main:574] : INFO : Epoch 1665 | loss: 0.031172 | val_loss: 0.031178 | Time: 9362.49 ms [2021-11-09 12:29:10 main:574] : INFO : Epoch 1666 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 9482.78 ms [2021-11-09 12:29:19 main:574] : INFO : Epoch 1667 | loss: 0.0311698 | val_loss: 0.0311772 | Time: 9346.35 ms [2021-11-09 12:29:28 main:574] : INFO : Epoch 1668 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 9407.21 ms [2021-11-09 12:29:38 main:574] : INFO : Epoch 1669 | loss: 0.03117 | val_loss: 0.0311776 | Time: 9430.35 ms [2021-11-09 12:29:47 main:574] : INFO : Epoch 1670 | loss: 0.0311702 | val_loss: 0.0311776 | Time: 9451.9 ms [2021-11-09 12:29:57 main:574] : INFO : Epoch 1671 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 9335.88 ms [2021-11-09 12:30:06 main:574] : INFO : Epoch 1672 | loss: 0.03117 | val_loss: 0.0311779 | Time: 9346.28 ms [2021-11-09 12:30:15 main:574] : INFO : Epoch 1673 | loss: 0.0311695 | val_loss: 0.0311769 | Time: 9436.91 ms [2021-11-09 12:30:25 main:574] : INFO : Epoch 1674 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 9314.14 ms [2021-11-09 12:30:34 main:574] : INFO : Epoch 1675 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 9317.93 ms [2021-11-09 12:30:43 main:574] : INFO : Epoch 1676 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 9415.8 ms [2021-11-09 12:30:53 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 9461.24 ms [2021-11-09 12:31:02 main:574] : INFO : Epoch 1678 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 9418.67 ms [2021-11-09 12:31:12 main:574] : INFO : Epoch 1679 | loss: 0.031169 | val_loss: 0.0311773 | Time: 9413.83 ms [2021-11-09 12:31:21 main:574] : INFO : Epoch 1680 | loss: 0.0311693 | val_loss: 0.0311772 | Time: 9375.79 ms [2021-11-09 12:31:31 main:574] : INFO : Epoch 1681 | loss: 0.0311691 | val_loss: 0.0311762 | Time: 9417.4 ms [2021-11-09 12:31:40 main:574] : INFO : Epoch 1682 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 9383.86 ms [2021-11-09 12:31:49 main:574] : INFO : Epoch 1683 | loss: 0.0311695 | val_loss: 0.0311794 | Time: 9480.33 ms [2021-11-09 12:31:59 main:574] : INFO : Epoch 1684 | loss: 0.0311688 | val_loss: 0.031176 | Time: 9356.32 ms [2021-11-09 12:32:08 main:574] : INFO : Epoch 1685 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 9379.13 ms [2021-11-09 12:32:18 main:574] : INFO : Epoch 1686 | loss: 0.0311687 | val_loss: 0.0311773 | Time: 9343.92 ms [2021-11-09 12:32:27 main:574] : INFO : Epoch 1687 | loss: 0.0311682 | val_loss: 0.0311759 | Time: 9331.25 ms [2021-11-09 12:32:36 main:574] : INFO : Epoch 1688 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 9398.07 ms [2021-11-09 12:32:46 main:574] : INFO : Epoch 1689 | loss: 0.0311684 | val_loss: 0.0311766 | Time: 9344.17 ms [2021-11-09 12:32:55 main:574] : INFO : Epoch 1690 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 9396.83 ms [2021-11-09 12:33:04 main:574] : INFO : Epoch 1691 | loss: 0.0311684 | val_loss: 0.031176 | Time: 9340.13 ms [2021-11-09 12:33:14 main:574] : INFO : Epoch 1692 | loss: 0.0311689 | val_loss: 0.0311786 | Time: 9324.61 ms [2021-11-09 12:33:23 main:574] : INFO : Epoch 1693 | loss: 0.03117 | val_loss: 0.0311769 | Time: 9314.54 ms [2021-11-09 12:33:33 main:574] : INFO : Epoch 1694 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 9346.58 ms [2021-11-09 12:33:42 main:574] : INFO : Epoch 1695 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 9391.13 ms [2021-11-09 12:33:51 main:574] : INFO : Epoch 1696 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 9275.99 ms [2021-11-09 12:34:01 main:574] : INFO : Epoch 1697 | loss: 0.0311676 | val_loss: 0.0311757 | Time: 9367.79 ms [2021-11-09 12:34:10 main:574] : INFO : Epoch 1698 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 9314 ms [2021-11-09 12:34:19 main:574] : INFO : Epoch 1699 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 9383.23 ms [2021-11-09 12:34:29 main:574] : INFO : Epoch 1700 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 9343.43 ms [2021-11-09 12:34:38 main:574] : INFO : Epoch 1701 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 9395.03 ms [2021-11-09 12:34:47 main:574] : INFO : Epoch 1702 | loss: 0.0311683 | val_loss: 0.0311753 | Time: 9378.3 ms [2021-11-09 12:34:57 main:574] : INFO : Epoch 1703 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 9346.02 ms [2021-11-09 12:35:06 main:574] : INFO : Epoch 1704 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 9394.57 ms [2021-11-09 12:35:16 main:574] : INFO : Epoch 1705 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 9366.35 ms [2021-11-09 12:35:25 main:574] : INFO : Epoch 1706 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 9355.44 ms [2021-11-09 12:35:34 main:574] : INFO : Epoch 1707 | loss: 0.0311665 | val_loss: 0.0311755 | Time: 9400.01 ms [2021-11-09 12:35:44 main:574] : INFO : Epoch 1708 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 9376.87 ms [2021-11-09 12:35:53 main:574] : INFO : Epoch 1709 | loss: 0.0311668 | val_loss: 0.0311752 | Time: 9396.39 ms [2021-11-09 12:36:02 main:574] : INFO : Epoch 1710 | loss: 0.0311669 | val_loss: 0.0311759 | Time: 9283.43 ms [2021-11-09 12:36:12 main:574] : INFO : Epoch 1711 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 9334.12 ms [2021-11-09 12:36:21 main:574] : INFO : Epoch 1712 | loss: 0.0311667 | val_loss: 0.0311754 | Time: 9339.23 ms [2021-11-09 12:36:31 main:574] : INFO : Epoch 1713 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 9344.44 ms [2021-11-09 12:36:40 main:574] : INFO : Epoch 1714 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 9428.26 ms [2021-11-09 12:36:49 main:574] : INFO : Epoch 1715 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 9384.33 ms [2021-11-09 12:36:59 main:574] : INFO : Epoch 1716 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 9370.34 ms [2021-11-09 12:37:08 main:574] : INFO : Epoch 1717 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 9351.34 ms [2021-11-09 12:37:17 main:574] : INFO : Epoch 1718 | loss: 0.0311677 | val_loss: 0.0311751 | Time: 9325.23 ms [2021-11-09 12:37:27 main:574] : INFO : Epoch 1719 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 9335.84 ms [2021-11-09 12:37:36 main:574] : INFO : Epoch 1720 | loss: 0.0311664 | val_loss: 0.0311749 | Time: 9422.33 ms [2021-11-09 12:37:46 main:574] : INFO : Epoch 1721 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 9376.77 ms [2021-11-09 12:37:55 main:574] : INFO : Epoch 1722 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 9477.1 ms [2021-11-09 12:38:05 main:574] : INFO : Epoch 1723 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 9429.06 ms [2021-11-09 12:38:14 main:574] : INFO : Epoch 1724 | loss: 0.0311689 | val_loss: 0.0311742 | Time: 9389.53 ms [2021-11-09 12:38:23 main:574] : INFO : Epoch 1725 | loss: 0.0311661 | val_loss: 0.0311752 | Time: 9406.54 ms [2021-11-09 12:38:33 main:574] : INFO : Epoch 1726 | loss: 0.0311652 | val_loss: 0.0311749 | Time: 9423.8 ms [2021-11-09 12:38:42 main:574] : INFO : Epoch 1727 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 9396.49 ms [2021-11-09 12:38:52 main:574] : INFO : Epoch 1728 | loss: 0.0311654 | val_loss: 0.031176 | Time: 9325.75 ms [2021-11-09 12:39:01 main:574] : INFO : Epoch 1729 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 9386.53 ms [2021-11-09 12:39:10 main:574] : INFO : Epoch 1730 | loss: 0.031166 | val_loss: 0.0311784 | Time: 9325.43 ms [2021-11-09 12:39:20 main:574] : INFO : Epoch 1731 | loss: 0.0311658 | val_loss: 0.0311763 | Time: 9297.89 ms [2021-11-09 12:39:29 main:574] : INFO : Epoch 1732 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 9774.62 ms [2021-11-09 12:39:39 main:574] : INFO : Epoch 1733 | loss: 0.031165 | val_loss: 0.0311739 | Time: 9494.44 ms [2021-11-09 12:39:48 main:574] : INFO : Epoch 1734 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 9367.97 ms [2021-11-09 12:39:58 main:574] : INFO : Epoch 1735 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 9349.45 ms [2021-11-09 12:40:07 main:574] : INFO : Epoch 1736 | loss: 0.0311646 | val_loss: 0.0311748 | Time: 9378.99 ms [2021-11-09 12:40:16 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 9421.37 ms [2021-11-09 12:40:26 main:574] : INFO : Epoch 1738 | loss: 0.0311643 | val_loss: 0.0311751 | Time: 9401.94 ms [2021-11-09 12:40:35 main:574] : INFO : Epoch 1739 | loss: 0.0311642 | val_loss: 0.0311736 | Time: 9360.98 ms [2021-11-09 12:40:45 main:574] : INFO : Epoch 1740 | loss: 0.0311643 | val_loss: 0.0311743 | Time: 9391.38 ms [2021-11-09 12:40:54 main:574] : INFO : Epoch 1741 | loss: 0.0311665 | val_loss: 0.031175 | Time: 9381.3 ms [2021-11-09 12:41:03 main:574] : INFO : Epoch 1742 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 9354.88 ms [2021-11-09 12:41:13 main:574] : INFO : Epoch 1743 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 9387.19 ms [2021-11-09 12:41:22 main:574] : INFO : Epoch 1744 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 9402.01 ms [2021-11-09 12:41:32 main:574] : INFO : Epoch 1745 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 9387.28 ms [2021-11-09 12:41:41 main:574] : INFO : Epoch 1746 | loss: 0.0311728 | val_loss: 0.0311758 | Time: 9422.82 ms [2021-11-09 12:41:51 main:574] : INFO : Epoch 1747 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 9397.76 ms [2021-11-09 12:42:00 main:574] : INFO : Epoch 1748 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 9386.62 ms [2021-11-09 12:42:09 main:574] : INFO : Epoch 1749 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 9344.99 ms [2021-11-09 12:42:19 main:574] : INFO : Epoch 1750 | loss: 0.0311637 | val_loss: 0.0311744 | Time: 9297.13 ms [2021-11-09 12:42:28 main:574] : INFO : Epoch 1751 | loss: 0.0311636 | val_loss: 0.0311746 | Time: 9379.7 ms [2021-11-09 12:42:37 main:574] : INFO : Epoch 1752 | loss: 0.0311635 | val_loss: 0.031174 | Time: 9341.42 ms [2021-11-09 12:42:47 main:574] : INFO : Epoch 1753 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 9405 ms [2021-11-09 12:42:56 main:574] : INFO : Epoch 1754 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 9346.48 ms [2021-11-09 12:43:06 main:574] : INFO : Epoch 1755 | loss: 0.0311674 | val_loss: 0.0311727 | Time: 9390.22 ms [2021-11-09 12:43:15 main:574] : INFO : Epoch 1756 | loss: 0.031164 | val_loss: 0.0311732 | Time: 9488.39 ms [2021-11-09 12:43:24 main:574] : INFO : Epoch 1757 | loss: 0.0311632 | val_loss: 0.0311735 | Time: 9384.27 ms [2021-11-09 12:43:34 main:574] : INFO : Epoch 1758 | loss: 0.0311627 | val_loss: 0.031173 | Time: 9374.34 ms [2021-11-09 12:43:43 main:574] : INFO : Epoch 1759 | loss: 0.0311628 | val_loss: 0.0311727 | Time: 9449.78 ms [2021-11-09 12:43:53 main:574] : INFO : Epoch 1760 | loss: 0.0311641 | val_loss: 0.0311767 | Time: 9500.85 ms [2021-11-09 12:44:02 main:574] : INFO : Epoch 1761 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 9388.24 ms [2021-11-09 12:44:12 main:574] : INFO : Epoch 1762 | loss: 0.0311626 | val_loss: 0.0311731 | Time: 9395.79 ms [2021-11-09 12:44:21 main:574] : INFO : Epoch 1763 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 9267.58 ms [2021-11-09 12:44:30 main:574] : INFO : Epoch 1764 | loss: 0.0311627 | val_loss: 0.0311739 | Time: 9467.06 ms [2021-11-09 12:44:40 main:574] : INFO : Epoch 1765 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 9387.02 ms [2021-11-09 12:44:49 main:574] : INFO : Epoch 1766 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 9378.73 ms [2021-11-09 12:44:59 main:574] : INFO : Epoch 1767 | loss: 0.031163 | val_loss: 0.0311736 | Time: 9370 ms [2021-11-09 12:45:08 main:574] : INFO : Epoch 1768 | loss: 0.0311624 | val_loss: 0.0311777 | Time: 9349.54 ms [2021-11-09 12:45:17 main:574] : INFO : Epoch 1769 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 9392.77 ms [2021-11-09 12:45:27 main:574] : INFO : Epoch 1770 | loss: 0.0311632 | val_loss: 0.0311748 | Time: 9430.49 ms [2021-11-09 12:45:36 main:574] : INFO : Epoch 1771 | loss: 0.0311619 | val_loss: 0.0311735 | Time: 9346.38 ms [2021-11-09 12:45:46 main:574] : INFO : Epoch 1772 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 9396.71 ms [2021-11-09 12:45:55 main:574] : INFO : Epoch 1773 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 9285.66 ms [2021-11-09 12:46:04 main:574] : INFO : Epoch 1774 | loss: 0.031165 | val_loss: 0.0311796 | Time: 9392.19 ms [2021-11-09 12:46:14 main:574] : INFO : Epoch 1775 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 9345.41 ms [2021-11-09 12:46:23 main:574] : INFO : Epoch 1776 | loss: 0.0311618 | val_loss: 0.0311721 | Time: 9287.53 ms [2021-11-09 12:46:32 main:574] : INFO : Epoch 1777 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 9334.74 ms [2021-11-09 12:46:42 main:574] : INFO : Epoch 1778 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 9447.1 ms [2021-11-09 12:46:51 main:574] : INFO : Epoch 1779 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 9399.5 ms [2021-11-09 12:47:00 main:574] : INFO : Epoch 1780 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 9289.01 ms [2021-11-09 12:47:10 main:574] : INFO : Epoch 1781 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 9370.07 ms [2021-11-09 12:47:19 main:574] : INFO : Epoch 1782 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 9315.04 ms [2021-11-09 12:47:28 main:574] : INFO : Epoch 1783 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 9329.84 ms [2021-11-09 12:47:38 main:574] : INFO : Epoch 1784 | loss: 0.0311611 | val_loss: 0.031174 | Time: 9344.14 ms [2021-11-09 12:47:47 main:574] : INFO : Epoch 1785 | loss: 0.031161 | val_loss: 0.0311723 | Time: 9393.15 ms [2021-11-09 12:47:57 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 9355.98 ms [2021-11-09 12:48:06 main:574] : INFO : Epoch 1787 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 9424.39 ms [2021-11-09 12:48:15 main:574] : INFO : Epoch 1788 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 9334.88 ms [2021-11-09 12:48:25 main:574] : INFO : Epoch 1789 | loss: 0.0311617 | val_loss: 0.0311768 | Time: 9347.25 ms [2021-11-09 12:48:34 main:574] : INFO : Epoch 1790 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 9361.9 ms [2021-11-09 12:48:44 main:574] : INFO : Epoch 1791 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 9376.34 ms [2021-11-09 12:48:53 main:574] : INFO : Epoch 1792 | loss: 0.0311603 | val_loss: 0.0311721 | Time: 9382.25 ms [2021-11-09 12:49:02 main:574] : INFO : Epoch 1793 | loss: 0.03116 | val_loss: 0.0311724 | Time: 9390.36 ms [2021-11-09 12:49:12 main:574] : INFO : Epoch 1794 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 9411.34 ms [2021-11-09 12:49:21 main:574] : INFO : Epoch 1795 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 9365.83 ms [2021-11-09 12:49:31 main:574] : INFO : Epoch 1796 | loss: 0.0311602 | val_loss: 0.0311734 | Time: 9450.8 ms [2021-11-09 12:49:40 main:574] : INFO : Epoch 1797 | loss: 0.0311619 | val_loss: 0.0311729 | Time: 9375.71 ms [2021-11-09 12:49:49 main:574] : INFO : Epoch 1798 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 9455.63 ms [2021-11-09 12:49:59 main:574] : INFO : Epoch 1799 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 9461.18 ms [2021-11-09 12:50:08 main:574] : INFO : Epoch 1800 | loss: 0.0311621 | val_loss: 0.0311712 | Time: 9400.24 ms [2021-11-09 12:50:18 main:574] : INFO : Epoch 1801 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 9488.82 ms [2021-11-09 12:50:27 main:574] : INFO : Epoch 1802 | loss: 0.0311618 | val_loss: 0.031171 | Time: 9445.61 ms [2021-11-09 12:50:37 main:574] : INFO : Epoch 1803 | loss: 0.0311626 | val_loss: 0.0311723 | Time: 9434.01 ms [2021-11-09 12:50:46 main:574] : INFO : Epoch 1804 | loss: 0.03116 | val_loss: 0.0311738 | Time: 9349.46 ms [2021-11-09 12:50:55 main:574] : INFO : Epoch 1805 | loss: 0.0311596 | val_loss: 0.0311709 | Time: 9347.84 ms [2021-11-09 12:51:05 main:574] : INFO : Epoch 1806 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 9412.4 ms [2021-11-09 12:51:14 main:574] : INFO : Epoch 1807 | loss: 0.031161 | val_loss: 0.0311715 | Time: 9400.82 ms [2021-11-09 12:51:24 main:574] : INFO : Epoch 1808 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 9391.84 ms [2021-11-09 12:51:33 main:574] : INFO : Epoch 1809 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 9373.7 ms [2021-11-09 12:51:42 main:574] : INFO : Epoch 1810 | loss: 0.03116 | val_loss: 0.0311716 | Time: 9372.43 ms [2021-11-09 12:51:52 main:574] : INFO : Epoch 1811 | loss: 0.0311601 | val_loss: 0.0311739 | Time: 9405.98 ms [2021-11-09 12:52:01 main:574] : INFO : Epoch 1812 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 9437.91 ms [2021-11-09 12:52:11 main:574] : INFO : Epoch 1813 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 9395.13 ms [2021-11-09 12:52:20 main:574] : INFO : Epoch 1814 | loss: 0.031159 | val_loss: 0.0311707 | Time: 9384.83 ms [2021-11-09 12:52:30 main:574] : INFO : Epoch 1815 | loss: 0.0311589 | val_loss: 0.0311713 | Time: 9470 ms [2021-11-09 12:52:39 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 9414.94 ms [2021-11-09 12:52:49 main:574] : INFO : Epoch 1817 | loss: 0.031159 | val_loss: 0.0311711 | Time: 9480.89 ms [2021-11-09 12:52:58 main:574] : INFO : Epoch 1818 | loss: 0.0311583 | val_loss: 0.0311737 | Time: 9420.66 ms [2021-11-09 12:53:07 main:574] : INFO : Epoch 1819 | loss: 0.0311585 | val_loss: 0.0311724 | Time: 9322.61 ms [2021-11-09 12:53:17 main:574] : INFO : Epoch 1820 | loss: 0.0311583 | val_loss: 0.0311708 | Time: 9445.14 ms [2021-11-09 12:53:26 main:574] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 9404.84 ms [2021-11-09 12:53:36 main:574] : INFO : Epoch 1822 | loss: 0.031158 | val_loss: 0.031171 | Time: 9432.93 ms [2021-11-09 12:53:45 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311705 | Time: 9385.71 ms [2021-11-09 12:53:54 main:574] : INFO : Epoch 1824 | loss: 0.031159 | val_loss: 0.0311727 | Time: 9340.85 ms [2021-11-09 12:54:04 main:574] : INFO : Epoch 1825 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 9389.88 ms [2021-11-09 12:54:13 main:574] : INFO : Epoch 1826 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 9349.57 ms [2021-11-09 12:54:23 main:574] : INFO : Epoch 1827 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 9376.63 ms [2021-11-09 12:54:32 main:574] : INFO : Epoch 1828 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 9366.05 ms [2021-11-09 12:54:41 main:574] : INFO : Epoch 1829 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 9381.77 ms [2021-11-09 12:54:51 main:574] : INFO : Epoch 1830 | loss: 0.0311589 | val_loss: 0.0311733 | Time: 9375.65 ms [2021-11-09 12:55:00 main:574] : INFO : Epoch 1831 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 9319.8 ms [2021-11-09 12:55:09 main:574] : INFO : Epoch 1832 | loss: 0.0311588 | val_loss: 0.0311734 | Time: 9390.18 ms [2021-11-09 12:55:19 main:574] : INFO : Epoch 1833 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 9381.36 ms [2021-11-09 12:55:28 main:574] : INFO : Epoch 1834 | loss: 0.0311576 | val_loss: 0.0311698 | Time: 9369.32 ms [2021-11-09 12:55:38 main:574] : INFO : Epoch 1835 | loss: 0.0311576 | val_loss: 0.0311705 | Time: 9444.71 ms [2021-11-09 12:55:47 main:574] : INFO : Epoch 1836 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 9392.46 ms [2021-11-09 12:55:57 main:574] : INFO : Epoch 1837 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 9433.09 ms [2021-11-09 12:56:06 main:574] : INFO : Epoch 1838 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 9402.58 ms [2021-11-09 12:56:15 main:574] : INFO : Epoch 1839 | loss: 0.0311573 | val_loss: 0.0311723 | Time: 9416.93 ms [2021-11-09 12:56:25 main:574] : INFO : Epoch 1840 | loss: 0.0311577 | val_loss: 0.031174 | Time: 9433.12 ms [2021-11-09 12:56:34 main:574] : INFO : Epoch 1841 | loss: 0.031158 | val_loss: 0.0311697 | Time: 9401.05 ms [2021-11-09 12:56:44 main:574] : INFO : Epoch 1842 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 9437.94 ms [2021-11-09 12:56:53 main:574] : INFO : Epoch 1843 | loss: 0.0311564 | val_loss: 0.0311703 | Time: 9432.85 ms [2021-11-09 12:57:03 main:574] : INFO : Epoch 1844 | loss: 0.0311572 | val_loss: 0.0311698 | Time: 9335.1 ms [2021-11-09 12:57:12 main:574] : INFO : Epoch 1845 | loss: 0.0311571 | val_loss: 0.031169 | Time: 9395.94 ms [2021-11-09 12:57:21 main:574] : INFO : Epoch 1846 | loss: 0.0311563 | val_loss: 0.0311694 | Time: 9510.45 ms [2021-11-09 12:57:31 main:574] : INFO : Epoch 1847 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 9424.34 ms [2021-11-09 12:57:40 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311702 | Time: 9463.1 ms [2021-11-09 12:57:50 main:574] : INFO : Epoch 1849 | loss: 0.0311567 | val_loss: 0.0311719 | Time: 9405.09 ms [2021-11-09 12:57:59 main:574] : INFO : Epoch 1850 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 9403.9 ms [2021-11-09 12:58:09 main:574] : INFO : Epoch 1851 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 9439.17 ms [2021-11-09 12:58:18 main:574] : INFO : Epoch 1852 | loss: 0.0311559 | val_loss: 0.0311702 | Time: 9309.92 ms [2021-11-09 12:58:27 main:574] : INFO : Epoch 1853 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 9345.7 ms [2021-11-09 12:58:37 main:574] : INFO : Epoch 1854 | loss: 0.031156 | val_loss: 0.0311716 | Time: 9329.84 ms [2021-11-09 12:58:46 main:574] : INFO : Epoch 1855 | loss: 0.0311558 | val_loss: 0.0311695 | Time: 9427.17 ms [2021-11-09 12:58:55 main:574] : INFO : Epoch 1856 | loss: 0.0311562 | val_loss: 0.0311705 | Time: 9314.96 ms [2021-11-09 12:59:05 main:574] : INFO : Epoch 1857 | loss: 0.0311567 | val_loss: 0.0311704 | Time: 9438.73 ms [2021-11-09 12:59:14 main:574] : INFO : Epoch 1858 | loss: 0.0311566 | val_loss: 0.0311709 | Time: 9407.65 ms [2021-11-09 12:59:24 main:574] : INFO : Epoch 1859 | loss: 0.0311552 | val_loss: 0.0311685 | Time: 9470.4 ms [2021-11-09 12:59:33 main:574] : INFO : Epoch 1860 | loss: 0.0311568 | val_loss: 0.0311689 | Time: 9402.34 ms [2021-11-09 12:59:43 main:574] : INFO : Epoch 1861 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 9332.61 ms [2021-11-09 12:59:52 main:574] : INFO : Epoch 1862 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 9348.54 ms [2021-11-09 13:00:01 main:574] : INFO : Epoch 1863 | loss: 0.0311548 | val_loss: 0.0311681 | Time: 9370.11 ms [2021-11-09 13:00:11 main:574] : INFO : Epoch 1864 | loss: 0.0311547 | val_loss: 0.0311703 | Time: 9347.87 ms [2021-11-09 13:00:20 main:574] : INFO : Epoch 1865 | loss: 0.0311556 | val_loss: 0.0311692 | Time: 9378.47 ms [2021-11-09 13:00:29 main:574] : INFO : Epoch 1866 | loss: 0.031155 | val_loss: 0.0311688 | Time: 9359.09 ms [2021-11-09 13:00:39 main:574] : INFO : Epoch 1867 | loss: 0.031155 | val_loss: 0.0311694 | Time: 9391.07 ms [2021-11-09 13:00:48 main:574] : INFO : Epoch 1868 | loss: 0.031155 | val_loss: 0.0311675 | Time: 9383.07 ms [2021-11-09 13:00:58 main:574] : INFO : Epoch 1869 | loss: 0.0311557 | val_loss: 0.031171 | Time: 9367.52 ms [2021-11-09 13:01:07 main:574] : INFO : Epoch 1870 | loss: 0.0311636 | val_loss: 0.0311805 | Time: 9442.46 ms [2021-11-09 13:01:16 main:574] : INFO : Epoch 1871 | loss: 0.0311657 | val_loss: 0.0311845 | Time: 9382.25 ms [2021-11-09 13:01:26 main:574] : INFO : Epoch 1872 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 9321.71 ms [2021-11-09 13:01:35 main:574] : INFO : Epoch 1873 | loss: 0.0311566 | val_loss: 0.0311702 | Time: 9427.51 ms [2021-11-09 13:01:45 main:574] : INFO : Epoch 1874 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 9482.69 ms [2021-11-09 13:01:54 main:574] : INFO : Epoch 1875 | loss: 0.0311541 | val_loss: 0.0311671 | Time: 9375.95 ms [2021-11-09 13:02:04 main:574] : INFO : Epoch 1876 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 9425.9 ms [2021-11-09 13:02:13 main:574] : INFO : Epoch 1877 | loss: 0.0311534 | val_loss: 0.031168 | Time: 9334.32 ms [2021-11-09 13:02:22 main:574] : INFO : Epoch 1878 | loss: 0.0311535 | val_loss: 0.0311698 | Time: 9411.68 ms [2021-11-09 13:02:32 main:574] : INFO : Epoch 1879 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 9374.56 ms [2021-11-09 13:02:41 main:574] : INFO : Epoch 1880 | loss: 0.031157 | val_loss: 0.0311745 | Time: 9427 ms [2021-11-09 13:02:51 main:574] : INFO : Epoch 1881 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 9462.33 ms [2021-11-09 13:03:00 main:574] : INFO : Epoch 1882 | loss: 0.031154 | val_loss: 0.03117 | Time: 9385.92 ms [2021-11-09 13:03:09 main:574] : INFO : Epoch 1883 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 9384.8 ms [2021-11-09 13:03:19 main:574] : INFO : Epoch 1884 | loss: 0.0311544 | val_loss: 0.0311677 | Time: 9383.79 ms [2021-11-09 13:03:28 main:574] : INFO : Epoch 1885 | loss: 0.031155 | val_loss: 0.0311705 | Time: 9407 ms [2021-11-09 13:03:38 main:574] : INFO : Epoch 1886 | loss: 0.0311533 | val_loss: 0.031168 | Time: 9355.05 ms [2021-11-09 13:03:47 main:574] : INFO : Epoch 1887 | loss: 0.0311532 | val_loss: 0.0311675 | Time: 9380.35 ms [2021-11-09 13:03:56 main:574] : INFO : Epoch 1888 | loss: 0.0311535 | val_loss: 0.0311678 | Time: 9432.79 ms [2021-11-09 13:04:06 main:574] : INFO : Epoch 1889 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 9456.78 ms [2021-11-09 13:04:15 main:574] : INFO : Epoch 1890 | loss: 0.0311535 | val_loss: 0.0311667 | Time: 9409.07 ms [2021-11-09 13:04:25 main:574] : INFO : Epoch 1891 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 9454.17 ms [2021-11-09 13:04:34 main:574] : INFO : Epoch 1892 | loss: 0.0311537 | val_loss: 0.0311699 | Time: 9348.52 ms [2021-11-09 13:04:44 main:574] : INFO : Epoch 1893 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 9345.26 ms [2021-11-09 13:04:53 main:574] : INFO : Epoch 1894 | loss: 0.0311532 | val_loss: 0.03117 | Time: 9267.76 ms [2021-11-09 13:05:02 main:574] : INFO : Epoch 1895 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 9352.3 ms [2021-11-09 13:05:12 main:574] : INFO : Epoch 1896 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 9455.88 ms [2021-11-09 13:05:21 main:574] : INFO : Epoch 1897 | loss: 0.0311523 | val_loss: 0.031167 | Time: 9439.06 ms [2021-11-09 13:05:31 main:574] : INFO : Epoch 1898 | loss: 0.0311523 | val_loss: 0.031169 | Time: 9475.75 ms [2021-11-09 13:05:40 main:574] : INFO : Epoch 1899 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 9329.8 ms [2021-11-09 13:05:49 main:574] : INFO : Epoch 1900 | loss: 0.0311524 | val_loss: 0.0311665 | Time: 9361.98 ms [2021-11-09 13:05:59 main:574] : INFO : Epoch 1901 | loss: 0.031152 | val_loss: 0.0311684 | Time: 9402.24 ms [2021-11-09 13:06:08 main:574] : INFO : Epoch 1902 | loss: 0.031153 | val_loss: 0.0311678 | Time: 9349.35 ms [2021-11-09 13:06:17 main:574] : INFO : Epoch 1903 | loss: 0.0311546 | val_loss: 0.0311706 | Time: 9394.42 ms [2021-11-09 13:06:27 main:574] : INFO : Epoch 1904 | loss: 0.0311525 | val_loss: 0.0311689 | Time: 9396.29 ms [2021-11-09 13:06:36 main:574] : INFO : Epoch 1905 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 9383.07 ms [2021-11-09 13:06:46 main:574] : INFO : Epoch 1906 | loss: 0.031153 | val_loss: 0.0311689 | Time: 9306.27 ms [2021-11-09 13:06:55 main:574] : INFO : Epoch 1907 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 9316.2 ms [2021-11-09 13:07:04 main:574] : INFO : Epoch 1908 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 9462.33 ms [2021-11-09 13:07:14 main:574] : INFO : Epoch 1909 | loss: 0.0311507 | val_loss: 0.0311679 | Time: 9440.44 ms [2021-11-09 13:07:23 main:574] : INFO : Epoch 1910 | loss: 0.0311515 | val_loss: 0.0311672 | Time: 9421.29 ms [2021-11-09 13:07:33 main:574] : INFO : Epoch 1911 | loss: 0.031152 | val_loss: 0.0311688 | Time: 9344.86 ms [2021-11-09 13:07:42 main:574] : INFO : Epoch 1912 | loss: 0.0311511 | val_loss: 0.0311698 | Time: 9269.06 ms [2021-11-09 13:07:51 main:574] : INFO : Epoch 1913 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 9301.1 ms [2021-11-09 13:08:01 main:574] : INFO : Epoch 1914 | loss: 0.0311538 | val_loss: 0.0311655 | Time: 9246.36 ms [2021-11-09 13:08:10 main:574] : INFO : Epoch 1915 | loss: 0.0311525 | val_loss: 0.0311691 | Time: 9290.7 ms [2021-11-09 13:08:19 main:574] : INFO : Epoch 1916 | loss: 0.0311508 | val_loss: 0.031169 | Time: 9242.08 ms [2021-11-09 13:08:28 main:574] : INFO : Epoch 1917 | loss: 0.0311508 | val_loss: 0.031166 | Time: 9295.78 ms [2021-11-09 13:08:38 main:574] : INFO : Epoch 1918 | loss: 0.031151 | val_loss: 0.0311696 | Time: 9329.92 ms [2021-11-09 13:08:47 main:574] : INFO : Epoch 1919 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 9358.01 ms [2021-11-09 13:08:56 main:574] : INFO : Epoch 1920 | loss: 0.031151 | val_loss: 0.031166 | Time: 9353.98 ms [2021-11-09 13:09:06 main:574] : INFO : Epoch 1921 | loss: 0.03115 | val_loss: 0.0311665 | Time: 9372.06 ms [2021-11-09 13:09:15 main:574] : INFO : Epoch 1922 | loss: 0.0311501 | val_loss: 0.0311682 | Time: 9424.84 ms [2021-11-09 13:09:25 main:574] : INFO : Epoch 1923 | loss: 0.0311513 | val_loss: 0.031166 | Time: 9356.87 ms [2021-11-09 13:09:34 main:574] : INFO : Epoch 1924 | loss: 0.0311508 | val_loss: 0.0311661 | Time: 9385.43 ms [2021-11-09 13:09:44 main:574] : INFO : Epoch 1925 | loss: 0.0311507 | val_loss: 0.0311686 | Time: 9426.67 ms [2021-11-09 13:09:53 main:574] : INFO : Epoch 1926 | loss: 0.0311498 | val_loss: 0.0311651 | Time: 9369.43 ms [2021-11-09 13:10:02 main:574] : INFO : Epoch 1927 | loss: 0.03115 | val_loss: 0.0311661 | Time: 9328.98 ms [2021-11-09 13:10:12 main:574] : INFO : Epoch 1928 | loss: 0.0311497 | val_loss: 0.031166 | Time: 9366.1 ms [2021-11-09 13:10:21 main:574] : INFO : Epoch 1929 | loss: 0.0311494 | val_loss: 0.0311672 | Time: 9381.39 ms [2021-11-09 13:10:30 main:574] : INFO : Epoch 1930 | loss: 0.0311493 | val_loss: 0.0311672 | Time: 9406.4 ms [2021-11-09 13:10:40 main:574] : INFO : Epoch 1931 | loss: 0.03115 | val_loss: 0.0311703 | Time: 9306.82 ms [2021-11-09 13:10:49 main:574] : INFO : Epoch 1932 | loss: 0.0311499 | val_loss: 0.0311666 | Time: 9358.68 ms [2021-11-09 13:10:59 main:574] : INFO : Epoch 1933 | loss: 0.03115 | val_loss: 0.0311694 | Time: 9331.55 ms [2021-11-09 13:11:08 main:574] : INFO : Epoch 1934 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 9364.36 ms [2021-11-09 13:11:17 main:574] : INFO : Epoch 1935 | loss: 0.0311487 | val_loss: 0.0311678 | Time: 9324.41 ms [2021-11-09 13:11:26 main:574] : INFO : Epoch 1936 | loss: 0.0311488 | val_loss: 0.0311667 | Time: 9262.81 ms [2021-11-09 13:11:36 main:574] : INFO : Epoch 1937 | loss: 0.0311499 | val_loss: 0.0311668 | Time: 9389.8 ms [2021-11-09 13:11:45 main:574] : INFO : Epoch 1938 | loss: 0.0311501 | val_loss: 0.0311671 | Time: 9333.89 ms [2021-11-09 13:11:55 main:574] : INFO : Epoch 1939 | loss: 0.0311495 | val_loss: 0.0311676 | Time: 9329.12 ms [2021-11-09 13:12:04 main:574] : INFO : Epoch 1940 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 9380.55 ms [2021-11-09 13:12:13 main:574] : INFO : Epoch 1941 | loss: 0.0311485 | val_loss: 0.0311661 | Time: 9328.87 ms [2021-11-09 13:12:23 main:574] : INFO : Epoch 1942 | loss: 0.0311491 | val_loss: 0.0311668 | Time: 9350.64 ms [2021-11-09 13:12:32 main:574] : INFO : Epoch 1943 | loss: 0.0311484 | val_loss: 0.0311671 | Time: 9367.32 ms [2021-11-09 13:12:41 main:574] : INFO : Epoch 1944 | loss: 0.031149 | val_loss: 0.0311722 | Time: 9408.71 ms [2021-11-09 13:12:51 main:574] : INFO : Epoch 1945 | loss: 0.03115 | val_loss: 0.0311704 | Time: 9365 ms [2021-11-09 13:13:00 main:574] : INFO : Epoch 1946 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 9285.78 ms [2021-11-09 13:13:10 main:574] : INFO : Epoch 1947 | loss: 0.0311486 | val_loss: 0.031168 | Time: 9351.39 ms [2021-11-09 13:13:19 main:574] : INFO : Epoch 1948 | loss: 0.0311483 | val_loss: 0.0311654 | Time: 9296.64 ms [2021-11-09 13:13:28 main:574] : INFO : Epoch 1949 | loss: 0.0311484 | val_loss: 0.031167 | Time: 9413.53 ms [2021-11-09 13:13:38 main:574] : INFO : Epoch 1950 | loss: 0.0311487 | val_loss: 0.0311682 | Time: 9364.64 ms [2021-11-09 13:13:47 main:574] : INFO : Epoch 1951 | loss: 0.0311503 | val_loss: 0.0311711 | Time: 9409.19 ms [2021-11-09 13:13:56 main:574] : INFO : Epoch 1952 | loss: 0.0311488 | val_loss: 0.0311654 | Time: 9390.89 ms [2021-11-09 13:14:06 main:574] : INFO : Epoch 1953 | loss: 0.0311486 | val_loss: 0.0311671 | Time: 9237.67 ms [2021-11-09 13:14:15 main:574] : INFO : Epoch 1954 | loss: 0.031148 | val_loss: 0.0311657 | Time: 9317.73 ms [2021-11-09 13:14:24 main:574] : INFO : Epoch 1955 | loss: 0.0311491 | val_loss: 0.0311668 | Time: 9263.83 ms [2021-11-09 13:14:34 main:574] : INFO : Epoch 1956 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 9248.53 ms [2021-11-09 13:14:43 main:574] : INFO : Epoch 1957 | loss: 0.0311478 | val_loss: 0.0311682 | Time: 9308.18 ms [2021-11-09 13:14:52 main:574] : INFO : Epoch 1958 | loss: 0.031147 | val_loss: 0.0311656 | Time: 9431.9 ms [2021-11-09 13:15:02 main:574] : INFO : Epoch 1959 | loss: 0.0311477 | val_loss: 0.0311657 | Time: 9478.37 ms [2021-11-09 13:15:11 main:574] : INFO : Epoch 1960 | loss: 0.0311486 | val_loss: 0.0311681 | Time: 9450.87 ms [2021-11-09 13:15:21 main:574] : INFO : Epoch 1961 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 9366.59 ms [2021-11-09 13:15:30 main:574] : INFO : Epoch 1962 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 9363.6 ms [2021-11-09 13:15:39 main:574] : INFO : Epoch 1963 | loss: 0.0311497 | val_loss: 0.03117 | Time: 9379.04 ms [2021-11-09 13:15:49 main:574] : INFO : Epoch 1964 | loss: 0.0311479 | val_loss: 0.0311733 | Time: 9353.13 ms [2021-11-09 13:15:58 main:574] : INFO : Epoch 1965 | loss: 0.031149 | val_loss: 0.031168 | Time: 9409.75 ms [2021-11-09 13:16:08 main:574] : INFO : Epoch 1966 | loss: 0.0311473 | val_loss: 0.031166 | Time: 9395.18 ms [2021-11-09 13:16:17 main:574] : INFO : Epoch 1967 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 9411.44 ms [2021-11-09 13:16:26 main:574] : INFO : Epoch 1968 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 9376.88 ms [2021-11-09 13:16:36 main:574] : INFO : Epoch 1969 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 9372.72 ms [2021-11-09 13:16:45 main:574] : INFO : Epoch 1970 | loss: 0.0311465 | val_loss: 0.0311669 | Time: 9350.95 ms [2021-11-09 13:16:55 main:574] : INFO : Epoch 1971 | loss: 0.0311475 | val_loss: 0.0311655 | Time: 9302.04 ms [2021-11-09 13:17:04 main:574] : INFO : Epoch 1972 | loss: 0.0311461 | val_loss: 0.0311663 | Time: 9389.81 ms [2021-11-09 13:17:13 main:574] : INFO : Epoch 1973 | loss: 0.0311479 | val_loss: 0.0311671 | Time: 9393.75 ms [2021-11-09 13:17:23 main:574] : INFO : Epoch 1974 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 9392.97 ms [2021-11-09 13:17:32 main:574] : INFO : Epoch 1975 | loss: 0.0311478 | val_loss: 0.031166 | Time: 9375.48 ms [2021-11-09 13:17:42 main:574] : INFO : Epoch 1976 | loss: 0.0311475 | val_loss: 0.0311678 | Time: 9355.35 ms [2021-11-09 13:17:51 main:574] : INFO : Epoch 1977 | loss: 0.0311488 | val_loss: 0.0311679 | Time: 9371.65 ms [2021-11-09 13:18:00 main:574] : INFO : Epoch 1978 | loss: 0.0311474 | val_loss: 0.0311659 | Time: 9351.94 ms [2021-11-09 13:18:10 main:574] : INFO : Epoch 1979 | loss: 0.0311469 | val_loss: 0.0311673 | Time: 9416.05 ms [2021-11-09 13:18:19 main:574] : INFO : Epoch 1980 | loss: 0.0311466 | val_loss: 0.0311667 | Time: 9372.13 ms [2021-11-09 13:18:29 main:574] : INFO : Epoch 1981 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 9442.15 ms [2021-11-09 13:18:38 main:574] : INFO : Epoch 1982 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 9358.72 ms [2021-11-09 13:18:47 main:574] : INFO : Epoch 1983 | loss: 0.0311453 | val_loss: 0.0311689 | Time: 9379.79 ms [2021-11-09 13:18:57 main:574] : INFO : Epoch 1984 | loss: 0.0311456 | val_loss: 0.0311698 | Time: 9406.55 ms [2021-11-09 13:19:06 main:574] : INFO : Epoch 1985 | loss: 0.0311459 | val_loss: 0.0311648 | Time: 9327.64 ms [2021-11-09 13:19:15 main:574] : INFO : Epoch 1986 | loss: 0.0311455 | val_loss: 0.0311684 | Time: 9314.33 ms [2021-11-09 13:19:25 main:574] : INFO : Epoch 1987 | loss: 0.0311449 | val_loss: 0.0311664 | Time: 9421.69 ms [2021-11-09 13:19:34 main:574] : INFO : Epoch 1988 | loss: 0.0311462 | val_loss: 0.0311652 | Time: 9482.54 ms [2021-11-09 13:19:44 main:574] : INFO : Epoch 1989 | loss: 0.0311455 | val_loss: 0.0311661 | Time: 9321.3 ms [2021-11-09 13:19:53 main:574] : INFO : Epoch 1990 | loss: 0.0311461 | val_loss: 0.031166 | Time: 9387.58 ms [2021-11-09 13:20:02 main:574] : INFO : Epoch 1991 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 9416.04 ms [2021-11-09 13:20:12 main:574] : INFO : Epoch 1992 | loss: 0.031145 | val_loss: 0.0311698 | Time: 9361.31 ms [2021-11-09 13:20:21 main:574] : INFO : Epoch 1993 | loss: 0.0311449 | val_loss: 0.0311659 | Time: 9448.47 ms [2021-11-09 13:20:31 main:574] : INFO : Epoch 1994 | loss: 0.0311447 | val_loss: 0.0311668 | Time: 9333.64 ms [2021-11-09 13:20:40 main:574] : INFO : Epoch 1995 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 9353.7 ms [2021-11-09 13:20:49 main:574] : INFO : Epoch 1996 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 9316.62 ms [2021-11-09 13:20:59 main:574] : INFO : Epoch 1997 | loss: 0.0311442 | val_loss: 0.0311649 | Time: 9455.55 ms [2021-11-09 13:21:08 main:574] : INFO : Epoch 1998 | loss: 0.0311441 | val_loss: 0.0311649 | Time: 9345.73 ms [2021-11-09 13:21:18 main:574] : INFO : Epoch 1999 | loss: 0.031144 | val_loss: 0.0311653 | Time: 9408.63 ms [2021-11-09 13:21:27 main:574] : INFO : Epoch 2000 | loss: 0.0311438 | val_loss: 0.0311676 | Time: 9378.97 ms [2021-11-09 13:21:37 main:574] : INFO : Epoch 2001 | loss: 0.0311444 | val_loss: 0.0311648 | Time: 9436.39 ms [2021-11-09 13:21:46 main:574] : INFO : Epoch 2002 | loss: 0.0311441 | val_loss: 0.0311659 | Time: 9355.47 ms [2021-11-09 13:21:55 main:574] : INFO : Epoch 2003 | loss: 0.0311439 | val_loss: 0.0311673 | Time: 9483.06 ms [2021-11-09 13:22:05 main:574] : INFO : Epoch 2004 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 9344.57 ms [2021-11-09 13:22:14 main:574] : INFO : Epoch 2005 | loss: 0.0311536 | val_loss: 0.031176 | Time: 9317.95 ms [2021-11-09 13:22:24 main:574] : INFO : Epoch 2006 | loss: 0.0313821 | val_loss: 0.0315765 | Time: 9447.56 ms [2021-11-09 13:22:33 main:574] : INFO : Epoch 2007 | loss: 0.0344776 | val_loss: 0.0522778 | Time: 9344.85 ms [2021-11-09 13:22:42 main:574] : INFO : Epoch 2008 | loss: 0.0348259 | val_loss: 0.0319628 | Time: 9202.32 ms [2021-11-09 13:22:51 main:574] : INFO : Epoch 2009 | loss: 0.0315455 | val_loss: 0.0313778 | Time: 9296.03 ms [2021-11-09 13:23:01 main:574] : INFO : Epoch 2010 | loss: 0.031286 | val_loss: 0.0312488 | Time: 9145.06 ms [2021-11-09 13:23:10 main:574] : INFO : Epoch 2011 | loss: 0.031228 | val_loss: 0.0312192 | Time: 9361.47 ms [2021-11-09 13:23:19 main:574] : INFO : Epoch 2012 | loss: 0.031209 | val_loss: 0.0312076 | Time: 9413.23 ms [2021-11-09 13:23:29 main:574] : INFO : Epoch 2013 | loss: 0.0311997 | val_loss: 0.0312015 | Time: 9463.54 ms [2021-11-09 13:23:38 main:574] : INFO : Epoch 2014 | loss: 0.0311943 | val_loss: 0.0311969 | Time: 9338.8 ms [2021-11-09 13:23:48 main:574] : INFO : Epoch 2015 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 9416.68 ms [2021-11-09 13:23:57 main:574] : INFO : Epoch 2016 | loss: 0.0311844 | val_loss: 0.0311891 | Time: 9420.6 ms [2021-11-09 13:24:07 main:574] : INFO : Epoch 2017 | loss: 0.0311799 | val_loss: 0.0311861 | Time: 9445.9 ms [2021-11-09 13:24:16 main:574] : INFO : Epoch 2018 | loss: 0.0311759 | val_loss: 0.0311834 | Time: 9361.16 ms [2021-11-09 13:24:25 main:574] : INFO : Epoch 2019 | loss: 0.031172 | val_loss: 0.0311807 | Time: 9373.42 ms [2021-11-09 13:24:35 main:574] : INFO : Epoch 2020 | loss: 0.0311688 | val_loss: 0.0311789 | Time: 9337.83 ms [2021-11-09 13:24:44 main:574] : INFO : Epoch 2021 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 9356.58 ms [2021-11-09 13:24:53 main:574] : INFO : Epoch 2022 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 9381.32 ms [2021-11-09 13:25:03 main:574] : INFO : Epoch 2023 | loss: 0.0311623 | val_loss: 0.0311765 | Time: 9308.64 ms [2021-11-09 13:25:12 main:574] : INFO : Epoch 2024 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 9403.36 ms [2021-11-09 13:25:22 main:574] : INFO : Epoch 2025 | loss: 0.0311598 | val_loss: 0.0311752 | Time: 9410.62 ms [2021-11-09 13:25:31 main:574] : INFO : Epoch 2026 | loss: 0.0311589 | val_loss: 0.031175 | Time: 9348.64 ms [2021-11-09 13:25:40 main:574] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 9362.58 ms [2021-11-09 13:25:50 main:574] : INFO : Epoch 2028 | loss: 0.031157 | val_loss: 0.0311736 | Time: 9371.74 ms [2021-11-09 13:25:59 main:574] : INFO : Epoch 2029 | loss: 0.0311569 | val_loss: 0.0311735 | Time: 9398.48 ms [2021-11-09 13:26:08 main:574] : INFO : Epoch 2030 | loss: 0.0311568 | val_loss: 0.0311752 | Time: 9336.14 ms [2021-11-09 13:26:18 main:574] : INFO : Epoch 2031 | loss: 0.0311558 | val_loss: 0.0311728 | Time: 9339.71 ms [2021-11-09 13:26:27 main:574] : INFO : Epoch 2032 | loss: 0.0311549 | val_loss: 0.0311732 | Time: 9271.63 ms [2021-11-09 13:26:37 main:574] : INFO : Epoch 2033 | loss: 0.0311539 | val_loss: 0.0311732 | Time: 9460.32 ms [2021-11-09 13:26:46 main:574] : INFO : Epoch 2034 | loss: 0.0311535 | val_loss: 0.0311718 | Time: 9402.86 ms [2021-11-09 13:26:55 main:574] : INFO : Epoch 2035 | loss: 0.0311538 | val_loss: 0.0311717 | Time: 9325.16 ms [2021-11-09 13:27:05 main:574] : INFO : Epoch 2036 | loss: 0.0311529 | val_loss: 0.0311724 | Time: 9395.55 ms [2021-11-09 13:27:14 main:574] : INFO : Epoch 2037 | loss: 0.0311527 | val_loss: 0.031172 | Time: 9361.79 ms [2021-11-09 13:27:24 main:574] : INFO : Epoch 2038 | loss: 0.0311524 | val_loss: 0.0311718 | Time: 9416.51 ms [2021-11-09 13:27:33 main:574] : INFO : Epoch 2039 | loss: 0.0311515 | val_loss: 0.0311709 | Time: 9509.39 ms [2021-11-09 13:27:42 main:574] : INFO : Epoch 2040 | loss: 0.031151 | val_loss: 0.0311713 | Time: 9400 ms [2021-11-09 13:27:52 main:574] : INFO : Epoch 2041 | loss: 0.0311505 | val_loss: 0.0311705 | Time: 9420.42 ms [2021-11-09 13:28:01 main:574] : INFO : Epoch 2042 | loss: 0.0311501 | val_loss: 0.0311705 | Time: 9361.84 ms [2021-11-09 13:28:11 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311702 | Time: 9346.39 ms [2021-11-09 13:28:20 main:574] : INFO : Epoch 2044 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 9364.73 ms [2021-11-09 13:28:29 main:574] : INFO : Epoch 2045 | loss: 0.0311499 | val_loss: 0.0311708 | Time: 9356.77 ms [2021-11-09 13:28:39 main:574] : INFO : Epoch 2046 | loss: 0.0311491 | val_loss: 0.0311713 | Time: 9391.98 ms [2021-11-09 13:28:48 main:574] : INFO : Epoch 2047 | loss: 0.0311485 | val_loss: 0.0311702 | Time: 9409.88 ms [2021-11-09 13:28:58 main:574] : INFO : Epoch 2048 | loss: 0.0311478 | val_loss: 0.03117 | Time: 9391.34 ms [2021-11-09 13:28:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03117 [2021-11-09 13:28:58 main:603] : INFO : Saving end state to config to file [2021-11-09 13:28:58 main:608] : INFO : Success, exiting.. 13:28:58 (11684): 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)