Task 14199104
| Name | ParityModified-1647048719-27372-2-0_0 |
| Workunit | 11259784 |
| Created | 1 Apr 2022, 15:19:30 UTC |
| Sent | 6 Apr 2022, 20:23:16 UTC |
| Report deadline | 14 Apr 2022, 20:23:16 UTC |
| Received | 7 Apr 2022, 7:12:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 29 min 22 sec |
| CPU time | 1 hours 26 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311793 | val_loss: 0.0311893 | Time: 2368.88 ms [2022-04-06 22:50:56 main:574] : INFO : Epoch 1543 | loss: 0.0311783 | val_loss: 0.0311846 | Time: 2406 ms [2022-04-06 22:50:58 main:574] : INFO : Epoch 1544 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 2409.58 ms [2022-04-06 22:51:01 main:574] : INFO : Epoch 1545 | loss: 0.0311772 | val_loss: 0.0311841 | Time: 2392.47 ms [2022-04-06 22:51:03 main:574] : INFO : Epoch 1546 | loss: 0.0311761 | val_loss: 0.0311855 | Time: 2392.33 ms [2022-04-06 22:51:06 main:574] : INFO : Epoch 1547 | loss: 0.0311772 | val_loss: 0.0311833 | Time: 2421.92 ms [2022-04-06 22:51:08 main:574] : INFO : Epoch 1548 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 2483.76 ms [2022-04-06 22:51:11 main:574] : INFO : Epoch 1549 | loss: 0.031177 | val_loss: 0.0311837 | Time: 2449.58 ms [2022-04-06 22:51:13 main:574] : INFO : Epoch 1550 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 2472.53 ms [2022-04-06 22:51:16 main:574] : INFO : Epoch 1551 | loss: 0.0311759 | val_loss: 0.0311823 | Time: 2482.5 ms [2022-04-06 22:51:18 main:574] : INFO : Epoch 1552 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 2451.89 ms [2022-04-06 22:51:21 main:574] : INFO : Epoch 1553 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 2478 ms [2022-04-06 22:51:23 main:574] : INFO : Epoch 1554 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2425.53 ms [2022-04-06 22:51:25 main:574] : INFO : Epoch 1555 | loss: 0.0311787 | val_loss: 0.031186 | Time: 2363.25 ms [2022-04-06 22:51:28 main:574] : INFO : Epoch 1556 | loss: 0.0311807 | val_loss: 0.0311818 | Time: 2395.65 ms [2022-04-06 22:51:30 main:574] : INFO : Epoch 1557 | loss: 0.0311802 | val_loss: 0.0311829 | Time: 2501.37 ms [2022-04-06 22:51:33 main:574] : INFO : Epoch 1558 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2468.74 ms [2022-04-06 22:51:35 main:574] : INFO : Epoch 1559 | loss: 0.0311808 | val_loss: 0.0311856 | Time: 2435.84 ms [2022-04-06 22:51:37 main:574] : INFO : Epoch 1560 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2346.62 ms [2022-04-06 22:51:40 main:574] : INFO : Epoch 1561 | loss: 0.0311892 | val_loss: 0.0311921 | Time: 2445.85 ms [2022-04-06 22:51:42 main:574] : INFO : Epoch 1562 | loss: 0.0311855 | val_loss: 0.0311936 | Time: 2421.12 ms [2022-04-06 22:51:45 main:574] : INFO : Epoch 1563 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 2445.35 ms [2022-04-06 22:51:47 main:574] : INFO : Epoch 1564 | loss: 0.0311802 | val_loss: 0.0311915 | Time: 2471.23 ms [2022-04-06 22:51:50 main:574] : INFO : Epoch 1565 | loss: 0.0311831 | val_loss: 0.0311905 | Time: 2435.77 ms [2022-04-06 22:51:52 main:574] : INFO : Epoch 1566 | loss: 0.031185 | val_loss: 0.0311886 | Time: 2319.67 ms [2022-04-06 22:51:54 main:574] : INFO : Epoch 1567 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2451.48 ms [2022-04-06 22:51:57 main:574] : INFO : Epoch 1568 | loss: 0.031179 | val_loss: 0.0311871 | Time: 2426.61 ms [2022-04-06 22:51:59 main:574] : INFO : Epoch 1569 | loss: 0.0311789 | val_loss: 0.0311874 | Time: 2432.54 ms [2022-04-06 22:52:02 main:574] : INFO : Epoch 1570 | loss: 0.0311798 | val_loss: 0.0311889 | Time: 2427.2 ms [2022-04-06 22:52:04 main:574] : INFO : Epoch 1571 | loss: 0.0311791 | val_loss: 0.0311839 | Time: 2388.58 ms [2022-04-06 22:52:07 main:574] : INFO : Epoch 1572 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2406.53 ms [2022-04-06 22:52:09 main:574] : INFO : Epoch 1573 | loss: 0.0311771 | val_loss: 0.0311853 | Time: 2395.71 ms [2022-04-06 22:52:11 main:574] : INFO : Epoch 1574 | loss: 0.0311764 | val_loss: 0.0311833 | Time: 2495.05 ms [2022-04-06 22:52:14 main:574] : INFO : Epoch 1575 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 2422.88 ms [2022-04-06 22:52:16 main:574] : INFO : Epoch 1576 | loss: 0.0311772 | val_loss: 0.0311842 | Time: 2423.58 ms [2022-04-06 22:52:19 main:574] : INFO : Epoch 1577 | loss: 0.0311783 | val_loss: 0.0311881 | Time: 2459.9 ms [2022-04-06 22:52:21 main:574] : INFO : Epoch 1578 | loss: 0.0311793 | val_loss: 0.0311855 | Time: 2412.38 ms [2022-04-06 22:52:24 main:574] : INFO : Epoch 1579 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 2504.98 ms [2022-04-06 22:52:26 main:574] : INFO : Epoch 1580 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 2378.46 ms [2022-04-06 22:52:28 main:574] : INFO : Epoch 1581 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2429.4 ms [2022-04-06 22:52:31 main:574] : INFO : Epoch 1582 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 2425.75 ms [2022-04-06 22:52:33 main:574] : INFO : Epoch 1583 | loss: 0.0311758 | val_loss: 0.0311822 | Time: 2437.84 ms [2022-04-06 22:52:36 main:574] : INFO : Epoch 1584 | loss: 0.0311753 | val_loss: 0.031183 | Time: 2465.62 ms [2022-04-06 22:52:38 main:574] : INFO : Epoch 1585 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 2482.58 ms [2022-04-06 22:52:41 main:574] : INFO : Epoch 1586 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 2480.15 ms [2022-04-06 22:52:43 main:574] : INFO : Epoch 1587 | loss: 0.0311758 | val_loss: 0.0311834 | Time: 2475.44 ms [2022-04-06 22:52:46 main:574] : INFO : Epoch 1588 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 2392.05 ms [2022-04-06 22:52:48 main:574] : INFO : Epoch 1589 | loss: 0.0311774 | val_loss: 0.0311853 | Time: 2440.86 ms [2022-04-06 22:52:50 main:574] : INFO : Epoch 1590 | loss: 0.0311791 | val_loss: 0.0311927 | Time: 2380.73 ms [2022-04-06 22:52:53 main:574] : INFO : Epoch 1591 | loss: 0.0311817 | val_loss: 0.0311889 | Time: 2399.1 ms [2022-04-06 22:52:55 main:574] : INFO : Epoch 1592 | loss: 0.031188 | val_loss: 0.0311918 | Time: 2356.7 ms [2022-04-06 22:52:58 main:574] : INFO : Epoch 1593 | loss: 0.0311872 | val_loss: 0.0311952 | Time: 2422.17 ms [2022-04-06 22:53:00 main:574] : INFO : Epoch 1594 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 2455.32 ms [2022-04-06 22:53:02 main:574] : INFO : Epoch 1595 | loss: 0.0311835 | val_loss: 0.0311848 | Time: 2363.51 ms [2022-04-06 22:53:05 main:574] : INFO : Epoch 1596 | loss: 0.0311801 | val_loss: 0.0311879 | Time: 2608.56 ms [2022-04-06 22:53:08 main:574] : INFO : Epoch 1597 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 2474.33 ms [2022-04-06 22:53:10 main:574] : INFO : Epoch 1598 | loss: 0.0311787 | val_loss: 0.0311861 | Time: 2403.06 ms [2022-04-06 22:53:12 main:574] : INFO : Epoch 1599 | loss: 0.0311796 | val_loss: 0.0311865 | Time: 2436.04 ms [2022-04-06 22:53:15 main:574] : INFO : Epoch 1600 | loss: 0.0311768 | val_loss: 0.0311874 | Time: 2377.72 ms [2022-04-06 22:53:17 main:574] : INFO : Epoch 1601 | loss: 0.0311774 | val_loss: 0.0311885 | Time: 2525.88 ms [2022-04-06 22:53:20 main:574] : INFO : Epoch 1602 | loss: 0.031178 | val_loss: 0.0311882 | Time: 2370.26 ms [2022-04-06 22:53:22 main:574] : INFO : Epoch 1603 | loss: 0.0311786 | val_loss: 0.0311859 | Time: 2441.88 ms [2022-04-06 22:53:25 main:574] : INFO : Epoch 1604 | loss: 0.0311762 | val_loss: 0.0311866 | Time: 2453.91 ms [2022-04-06 22:53:27 main:574] : INFO : Epoch 1605 | loss: 0.0311775 | val_loss: 0.0311861 | Time: 2474.76 ms [2022-04-06 22:53:30 main:574] : INFO : Epoch 1606 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 2504.81 ms [2022-04-06 22:53:32 main:574] : INFO : Epoch 1607 | loss: 0.0311758 | val_loss: 0.031187 | Time: 2494.37 ms [2022-04-06 22:53:35 main:574] : INFO : Epoch 1608 | loss: 0.0311777 | val_loss: 0.0311885 | Time: 2438.9 ms [2022-04-06 22:53:37 main:574] : INFO : Epoch 1609 | loss: 0.0311792 | val_loss: 0.0311849 | Time: 2412.95 ms [2022-04-06 22:53:39 main:574] : INFO : Epoch 1610 | loss: 0.0311788 | val_loss: 0.0311863 | Time: 2535.24 ms [2022-04-06 22:53:42 main:574] : INFO : Epoch 1611 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 2399.93 ms [2022-04-06 22:53:44 main:574] : INFO : Epoch 1612 | loss: 0.0311769 | val_loss: 0.0311855 | Time: 2522.04 ms [2022-04-06 22:53:47 main:574] : INFO : Epoch 1613 | loss: 0.0311747 | val_loss: 0.0311853 | Time: 2381.68 ms [2022-04-06 22:53:49 main:574] : INFO : Epoch 1614 | loss: 0.0311752 | val_loss: 0.0311838 | Time: 2523.38 ms [2022-04-06 22:53:52 main:574] : INFO : Epoch 1615 | loss: 0.0311739 | val_loss: 0.031186 | Time: 2459.91 ms [2022-04-06 22:53:54 main:574] : INFO : Epoch 1616 | loss: 0.0311733 | val_loss: 0.0311882 | Time: 2411.32 ms [2022-04-06 22:53:57 main:574] : INFO : Epoch 1617 | loss: 0.0311762 | val_loss: 0.0311886 | Time: 2491.27 ms [2022-04-06 22:53:59 main:574] : INFO : Epoch 1618 | loss: 0.031178 | val_loss: 0.0311902 | Time: 2493.4 ms [2022-04-06 22:54:02 main:574] : INFO : Epoch 1619 | loss: 0.0311804 | val_loss: 0.0311921 | Time: 2421.36 ms [2022-04-06 22:54:04 main:574] : INFO : Epoch 1620 | loss: 0.0311772 | val_loss: 0.0311862 | Time: 2476.12 ms [2022-04-06 22:54:06 main:574] : INFO : Epoch 1621 | loss: 0.0311762 | val_loss: 0.0311869 | Time: 2434.17 ms [2022-04-06 22:54:09 main:574] : INFO : Epoch 1622 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 2500.26 ms [2022-04-06 22:54:11 main:574] : INFO : Epoch 1623 | loss: 0.0311741 | val_loss: 0.0311876 | Time: 2417.21 ms [2022-04-06 22:54:14 main:574] : INFO : Epoch 1624 | loss: 0.0311797 | val_loss: 0.0311873 | Time: 2425.14 ms [2022-04-06 22:54:16 main:574] : INFO : Epoch 1625 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 2352.91 ms [2022-04-06 22:54:19 main:574] : INFO : Epoch 1626 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2479.82 ms [2022-04-06 22:54:21 main:574] : INFO : Epoch 1627 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 2313.09 ms [2022-04-06 22:54:23 main:574] : INFO : Epoch 1628 | loss: 0.0311771 | val_loss: 0.0311847 | Time: 2311.95 ms [2022-04-06 22:54:26 main:574] : INFO : Epoch 1629 | loss: 0.0311769 | val_loss: 0.0311873 | Time: 2345.89 ms [2022-04-06 22:54:28 main:574] : INFO : Epoch 1630 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 2380.99 ms [2022-04-06 22:54:30 main:574] : INFO : Epoch 1631 | loss: 0.0311847 | val_loss: 0.0311902 | Time: 2430.12 ms [2022-04-06 22:54:33 main:574] : INFO : Epoch 1632 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 2474.11 ms [2022-04-06 22:54:35 main:574] : INFO : Epoch 1633 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 2306.56 ms [2022-04-06 22:54:38 main:574] : INFO : Epoch 1634 | loss: 0.0311826 | val_loss: 0.0311896 | Time: 2334.4 ms [2022-04-06 22:54:40 main:574] : INFO : Epoch 1635 | loss: 0.0311797 | val_loss: 0.0311877 | Time: 2499.44 ms [2022-04-06 22:54:43 main:574] : INFO : Epoch 1636 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 2430.18 ms [2022-04-06 22:54:45 main:574] : INFO : Epoch 1637 | loss: 0.0311778 | val_loss: 0.0311876 | Time: 2416.19 ms [2022-04-06 22:54:48 main:574] : INFO : Epoch 1638 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 2562.56 ms [2022-04-06 22:54:50 main:574] : INFO : Epoch 1639 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 2477.81 ms [2022-04-06 22:54:52 main:574] : INFO : Epoch 1640 | loss: 0.0311763 | val_loss: 0.0311873 | Time: 2406.25 ms [2022-04-06 22:54:55 main:574] : INFO : Epoch 1641 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 2360.71 ms [2022-04-06 22:54:57 main:574] : INFO : Epoch 1642 | loss: 0.0311755 | val_loss: 0.0311873 | Time: 2475.59 ms [2022-04-06 22:55:00 main:574] : INFO : Epoch 1643 | loss: 0.0311743 | val_loss: 0.0311888 | Time: 2483.54 ms [2022-04-06 22:55:02 main:574] : INFO : Epoch 1644 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 2426.68 ms [2022-04-06 22:55:05 main:574] : INFO : Epoch 1645 | loss: 0.0311736 | val_loss: 0.0311874 | Time: 2402.74 ms [2022-04-06 22:55:07 main:574] : INFO : Epoch 1646 | loss: 0.0311742 | val_loss: 0.0311854 | Time: 2467.04 ms [2022-04-06 22:55:09 main:574] : INFO : Epoch 1647 | loss: 0.0311744 | val_loss: 0.031186 | Time: 2408.27 ms [2022-04-06 22:55:12 main:574] : INFO : Epoch 1648 | loss: 0.0311762 | val_loss: 0.0311869 | Time: 2334.08 ms [2022-04-06 22:55:14 main:574] : INFO : Epoch 1649 | loss: 0.0311761 | val_loss: 0.0311881 | Time: 2332.07 ms [2022-04-06 22:55:17 main:574] : INFO : Epoch 1650 | loss: 0.0311753 | val_loss: 0.031187 | Time: 2434.02 ms [2022-04-06 22:55:19 main:574] : INFO : Epoch 1651 | loss: 0.0311742 | val_loss: 0.0311901 | Time: 2399.24 ms [2022-04-06 22:55:21 main:574] : INFO : Epoch 1652 | loss: 0.0311726 | val_loss: 0.031184 | Time: 2414.22 ms [2022-04-06 22:55:24 main:574] : INFO : Epoch 1653 | loss: 0.0311731 | val_loss: 0.0311854 | Time: 2343.92 ms [2022-04-06 22:55:26 main:574] : INFO : Epoch 1654 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 2400.37 ms [2022-04-06 22:55:28 main:574] : INFO : Epoch 1655 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 2365.2 ms [2022-04-06 22:55:31 main:574] : INFO : Epoch 1656 | loss: 0.0311718 | val_loss: 0.0311851 | Time: 2407.52 ms [2022-04-06 22:55:33 main:574] : INFO : Epoch 1657 | loss: 0.0311726 | val_loss: 0.0311844 | Time: 2436.72 ms [2022-04-06 22:55:36 main:574] : INFO : Epoch 1658 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 2458.67 ms [2022-04-06 22:55:38 main:574] : INFO : Epoch 1659 | loss: 0.0311791 | val_loss: 0.0311842 | Time: 2392.86 ms [2022-04-06 22:55:41 main:574] : INFO : Epoch 1660 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 2444.15 ms [2022-04-06 22:55:43 main:574] : INFO : Epoch 1661 | loss: 0.0311763 | val_loss: 0.0311822 | Time: 2389.53 ms [2022-04-06 22:55:45 main:574] : INFO : Epoch 1662 | loss: 0.0311761 | val_loss: 0.0311831 | Time: 2435.42 ms [2022-04-06 22:55:48 main:574] : INFO : Epoch 1663 | loss: 0.0311766 | val_loss: 0.0311836 | Time: 2369.58 ms [2022-04-06 22:55:50 main:574] : INFO : Epoch 1664 | loss: 0.0311761 | val_loss: 0.0311849 | Time: 2401.62 ms [2022-04-06 22:55:53 main:574] : INFO : Epoch 1665 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 2443.03 ms [2022-04-06 22:55:55 main:574] : INFO : Epoch 1666 | loss: 0.0311758 | val_loss: 0.0311858 | Time: 2452.59 ms [2022-04-06 22:55:58 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.0311871 | Time: 2470.93 ms [2022-04-06 22:56:00 main:574] : INFO : Epoch 1668 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 2378.85 ms [2022-04-06 22:56:02 main:574] : INFO : Epoch 1669 | loss: 0.0311733 | val_loss: 0.0311865 | Time: 2367.22 ms [2022-04-06 22:56:05 main:574] : INFO : Epoch 1670 | loss: 0.0311751 | val_loss: 0.0311863 | Time: 2433.35 ms [2022-04-06 22:56:07 main:574] : INFO : Epoch 1671 | loss: 0.0311748 | val_loss: 0.0311827 | Time: 2501.28 ms [2022-04-06 22:56:10 main:574] : INFO : Epoch 1672 | loss: 0.0311742 | val_loss: 0.0311881 | Time: 2565.9 ms [2022-04-06 22:56:12 main:574] : INFO : Epoch 1673 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 2337.6 ms [2022-04-06 22:56:15 main:574] : INFO : Epoch 1674 | loss: 0.0311741 | val_loss: 0.0311804 | Time: 2378.3 ms [2022-04-06 22:56:17 main:574] : INFO : Epoch 1675 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 2363.8 ms [2022-04-06 22:56:19 main:574] : INFO : Epoch 1676 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 2442.61 ms [2022-04-06 22:56:22 main:574] : INFO : Epoch 1677 | loss: 0.0311736 | val_loss: 0.0311873 | Time: 2469.68 ms [2022-04-06 22:56:24 main:574] : INFO : Epoch 1678 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 2329.27 ms [2022-04-06 22:56:27 main:574] : INFO : Epoch 1679 | loss: 0.0311743 | val_loss: 0.0311835 | Time: 2372.06 ms [2022-04-06 22:56:29 main:574] : INFO : Epoch 1680 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 2374.21 ms [2022-04-06 22:56:31 main:574] : INFO : Epoch 1681 | loss: 0.031174 | val_loss: 0.0311834 | Time: 2484.54 ms [2022-04-06 22:56:34 main:574] : INFO : Epoch 1682 | loss: 0.0311719 | val_loss: 0.0311887 | Time: 2504.2 ms [2022-04-06 22:56:36 main:574] : INFO : Epoch 1683 | loss: 0.0311732 | val_loss: 0.0311828 | Time: 2331.34 ms [2022-04-06 22:56:39 main:574] : INFO : Epoch 1684 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 2428.15 ms [2022-04-06 22:56:41 main:574] : INFO : Epoch 1685 | loss: 0.0311781 | val_loss: 0.0311844 | Time: 2526.72 ms [2022-04-06 22:56:44 main:574] : INFO : Epoch 1686 | loss: 0.0311765 | val_loss: 0.0311829 | Time: 2454.83 ms [2022-04-06 22:56:46 main:574] : INFO : Epoch 1687 | loss: 0.0311753 | val_loss: 0.0311829 | Time: 2551.38 ms [2022-04-06 22:56:49 main:574] : INFO : Epoch 1688 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 2319.53 ms [2022-04-06 22:56:51 main:574] : INFO : Epoch 1689 | loss: 0.0311754 | val_loss: 0.0311863 | Time: 2432.7 ms [2022-04-06 22:56:53 main:574] : INFO : Epoch 1690 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 2401.75 ms [2022-04-06 22:56:56 main:574] : INFO : Epoch 1691 | loss: 0.031175 | val_loss: 0.0311809 | Time: 2365.35 ms [2022-04-06 22:56:58 main:574] : INFO : Epoch 1692 | loss: 0.0311737 | val_loss: 0.031182 | Time: 2417.05 ms [2022-04-06 22:57:01 main:574] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311873 | Time: 2497.19 ms [2022-04-06 22:57:03 main:574] : INFO : Epoch 1694 | loss: 0.0311745 | val_loss: 0.0311834 | Time: 2501.07 ms [2022-04-06 22:57:06 main:574] : INFO : Epoch 1695 | loss: 0.0311738 | val_loss: 0.0311832 | Time: 2372.01 ms [2022-04-06 22:57:08 main:574] : INFO : Epoch 1696 | loss: 0.0311745 | val_loss: 0.0311824 | Time: 2472.26 ms [2022-04-06 22:57:10 main:574] : INFO : Epoch 1697 | loss: 0.0311741 | val_loss: 0.0311885 | Time: 2395.42 ms [2022-04-06 22:57:13 main:574] : INFO : Epoch 1698 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 2360.86 ms [2022-04-06 22:57:15 main:574] : INFO : Epoch 1699 | loss: 0.031174 | val_loss: 0.0311818 | Time: 2399.03 ms [2022-04-06 22:57:18 main:574] : INFO : Epoch 1700 | loss: 0.031176 | val_loss: 0.0311849 | Time: 2446.9 ms [2022-04-06 22:57:20 main:574] : INFO : Epoch 1701 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 2439.68 ms [2022-04-06 22:57:23 main:574] : INFO : Epoch 1702 | loss: 0.0311739 | val_loss: 0.031179 | Time: 2484.57 ms [2022-04-06 22:57:25 main:574] : INFO : Epoch 1703 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 2447.45 ms [2022-04-06 22:57:27 main:574] : INFO : Epoch 1704 | loss: 0.0311731 | val_loss: 0.0311801 | Time: 2418.27 ms [2022-04-06 22:57:30 main:574] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.0311825 | Time: 2467.04 ms [2022-04-06 22:57:32 main:574] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 2375.72 ms [2022-04-06 22:57:35 main:574] : INFO : Epoch 1707 | loss: 0.0311744 | val_loss: 0.0311933 | Time: 2295.39 ms [2022-04-06 22:57:37 main:574] : INFO : Epoch 1708 | loss: 0.031181 | val_loss: 0.0312657 | Time: 2396.6 ms [2022-04-06 22:57:39 main:574] : INFO : Epoch 1709 | loss: 0.0360178 | val_loss: 0.0365654 | Time: 2298.57 ms [2022-04-06 22:57:42 main:574] : INFO : Epoch 1710 | loss: 0.065452 | val_loss: 0.0348125 | Time: 2353.43 ms [2022-04-06 22:57:44 main:574] : INFO : Epoch 1711 | loss: 0.0369035 | val_loss: 0.0328187 | Time: 2414 ms [2022-04-06 22:57:46 main:574] : INFO : Epoch 1712 | loss: 0.0320539 | val_loss: 0.0316719 | Time: 2319.52 ms [2022-04-06 22:57:49 main:574] : INFO : Epoch 1713 | loss: 0.031398 | val_loss: 0.0313213 | Time: 2527.23 ms [2022-04-06 22:57:51 main:574] : INFO : Epoch 1714 | loss: 0.0312811 | val_loss: 0.0312598 | Time: 2414.22 ms [2022-04-06 22:57:54 main:574] : INFO : Epoch 1715 | loss: 0.031255 | val_loss: 0.0312463 | Time: 2452.72 ms [2022-04-06 22:57:56 main:574] : INFO : Epoch 1716 | loss: 0.0312429 | val_loss: 0.031236 | Time: 2428.67 ms [2022-04-06 22:57:59 main:574] : INFO : Epoch 1717 | loss: 0.0312357 | val_loss: 0.0312314 | Time: 2420.8 ms [2022-04-06 22:58:01 main:574] : INFO : Epoch 1718 | loss: 0.0312309 | val_loss: 0.0312271 | Time: 2398.19 ms [2022-04-06 22:58:03 main:574] : INFO : Epoch 1719 | loss: 0.0312268 | val_loss: 0.031223 | Time: 2437.39 ms [2022-04-06 22:58:06 main:574] : INFO : Epoch 1720 | loss: 0.0312237 | val_loss: 0.031221 | Time: 2457.38 ms [2022-04-06 22:58:08 main:574] : INFO : Epoch 1721 | loss: 0.0312214 | val_loss: 0.0312188 | Time: 2405.96 ms [2022-04-06 22:58:11 main:574] : INFO : Epoch 1722 | loss: 0.03122 | val_loss: 0.031218 | Time: 2356.85 ms [2022-04-06 22:58:13 main:574] : INFO : Epoch 1723 | loss: 0.031219 | val_loss: 0.0312172 | Time: 2501.92 ms [2022-04-06 22:58:16 main:574] : INFO : Epoch 1724 | loss: 0.0312183 | val_loss: 0.0312164 | Time: 2504.49 ms [2022-04-06 22:58:18 main:574] : INFO : Epoch 1725 | loss: 0.0312172 | val_loss: 0.0312151 | Time: 2439.36 ms [2022-04-06 22:58:20 main:574] : INFO : Epoch 1726 | loss: 0.0312164 | val_loss: 0.0312144 | Time: 2297.24 ms [2022-04-06 22:58:23 main:574] : INFO : Epoch 1727 | loss: 0.0312157 | val_loss: 0.0312137 | Time: 2279.86 ms [2022-04-06 22:58:25 main:574] : INFO : Epoch 1728 | loss: 0.0312151 | val_loss: 0.0312139 | Time: 2386.97 ms [2022-04-06 22:58:28 main:574] : INFO : Epoch 1729 | loss: 0.031215 | val_loss: 0.0312135 | Time: 2443.29 ms [2022-04-06 22:58:30 main:574] : INFO : Epoch 1730 | loss: 0.0312139 | val_loss: 0.0312116 | Time: 2414.38 ms [2022-04-06 22:58:32 main:574] : INFO : Epoch 1731 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 2508.97 ms [2022-04-06 22:58:35 main:574] : INFO : Epoch 1732 | loss: 0.031211 | val_loss: 0.0312072 | Time: 2404.57 ms [2022-04-06 22:58:37 main:574] : INFO : Epoch 1733 | loss: 0.0312094 | val_loss: 0.0312065 | Time: 2384.39 ms [2022-04-06 22:58:40 main:574] : INFO : Epoch 1734 | loss: 0.0312088 | val_loss: 0.0312059 | Time: 2409.58 ms [2022-04-06 22:58:42 main:574] : INFO : Epoch 1735 | loss: 0.0312076 | val_loss: 0.0312047 | Time: 2450.76 ms [2022-04-06 22:58:44 main:574] : INFO : Epoch 1736 | loss: 0.0312071 | val_loss: 0.0312041 | Time: 2337.33 ms [2022-04-06 22:58:47 main:574] : INFO : Epoch 1737 | loss: 0.0312059 | val_loss: 0.0312036 | Time: 2456.79 ms [2022-04-06 22:58:49 main:574] : INFO : Epoch 1738 | loss: 0.0312051 | val_loss: 0.0312024 | Time: 2345.74 ms [2022-04-06 22:58:52 main:574] : INFO : Epoch 1739 | loss: 0.0312036 | val_loss: 0.0312011 | Time: 2493.63 ms [2022-04-06 22:58:54 main:574] : INFO : Epoch 1740 | loss: 0.0312031 | val_loss: 0.0311994 | Time: 2521.68 ms [2022-04-06 22:58:57 main:574] : INFO : Epoch 1741 | loss: 0.0312018 | val_loss: 0.0311984 | Time: 2509.2 ms [2022-04-06 22:58:59 main:574] : INFO : Epoch 1742 | loss: 0.0312013 | val_loss: 0.0311987 | Time: 2432.01 ms [2022-04-06 22:59:02 main:574] : INFO : Epoch 1743 | loss: 0.031202 | val_loss: 0.0311992 | Time: 2483.28 ms [2022-04-06 22:59:04 main:574] : INFO : Epoch 1744 | loss: 0.0312007 | val_loss: 0.0311981 | Time: 2393.64 ms [2022-04-06 22:59:07 main:574] : INFO : Epoch 1745 | loss: 0.0311992 | val_loss: 0.0311968 | Time: 2464.17 ms [2022-04-06 22:59:09 main:574] : INFO : Epoch 1746 | loss: 0.031198 | val_loss: 0.0311959 | Time: 2531.96 ms [2022-04-06 22:59:12 main:574] : INFO : Epoch 1747 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 2418.36 ms [2022-04-06 22:59:14 main:574] : INFO : Epoch 1748 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 2376.66 ms [2022-04-06 22:59:16 main:574] : INFO : Epoch 1749 | loss: 0.0311956 | val_loss: 0.0311937 | Time: 2460.47 ms [2022-04-06 22:59:19 main:574] : INFO : Epoch 1750 | loss: 0.0311951 | val_loss: 0.0311938 | Time: 2483.4 ms [2022-04-06 22:59:21 main:574] : INFO : Epoch 1751 | loss: 0.0311944 | val_loss: 0.0311926 | Time: 2431.56 ms [2022-04-06 22:59:24 main:574] : INFO : Epoch 1752 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 2461.94 ms [2022-04-06 22:59:26 main:574] : INFO : Epoch 1753 | loss: 0.0311933 | val_loss: 0.0311922 | Time: 2465.1 ms [2022-04-06 22:59:29 main:574] : INFO : Epoch 1754 | loss: 0.0311931 | val_loss: 0.0311919 | Time: 2374.85 ms [2022-04-06 22:59:31 main:574] : INFO : Epoch 1755 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 2360.14 ms [2022-04-06 22:59:33 main:574] : INFO : Epoch 1756 | loss: 0.0311932 | val_loss: 0.0311924 | Time: 2370.75 ms [2022-04-06 22:59:36 main:574] : INFO : Epoch 1757 | loss: 0.0311928 | val_loss: 0.0311921 | Time: 2452.44 ms [2022-04-06 22:59:38 main:574] : INFO : Epoch 1758 | loss: 0.0311925 | val_loss: 0.031193 | Time: 2534.25 ms [2022-04-06 22:59:41 main:574] : INFO : Epoch 1759 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 2440.26 ms [2022-04-06 22:59:43 main:574] : INFO : Epoch 1760 | loss: 0.0311919 | val_loss: 0.0311909 | Time: 2431.57 ms [2022-04-06 22:59:46 main:574] : INFO : Epoch 1761 | loss: 0.0311915 | val_loss: 0.0311908 | Time: 2502.04 ms [2022-04-06 22:59:48 main:574] : INFO : Epoch 1762 | loss: 0.0311912 | val_loss: 0.0311909 | Time: 2395.84 ms [2022-04-06 22:59:51 main:574] : INFO : Epoch 1763 | loss: 0.0311908 | val_loss: 0.0311905 | Time: 2473.56 ms [2022-04-06 22:59:53 main:574] : INFO : Epoch 1764 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 2561.75 ms [2022-04-06 22:59:55 main:574] : INFO : Epoch 1765 | loss: 0.0311903 | val_loss: 0.031191 | Time: 2372.18 ms [2022-04-06 22:59:58 main:574] : INFO : Epoch 1766 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 2417.07 ms [2022-04-06 23:00:00 main:574] : INFO : Epoch 1767 | loss: 0.03119 | val_loss: 0.0311903 | Time: 2430.91 ms [2022-04-06 23:00:03 main:574] : INFO : Epoch 1768 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 2463.49 ms [2022-04-06 23:00:05 main:574] : INFO : Epoch 1769 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2433.34 ms [2022-04-06 23:00:08 main:574] : INFO : Epoch 1770 | loss: 0.0311905 | val_loss: 0.0311904 | Time: 2409.27 ms [2022-04-06 23:00:10 main:574] : INFO : Epoch 1771 | loss: 0.0311893 | val_loss: 0.0311903 | Time: 2437.16 ms [2022-04-06 23:00:12 main:574] : INFO : Epoch 1772 | loss: 0.0311895 | val_loss: 0.0311902 | Time: 2414.72 ms [2022-04-06 23:00:15 main:574] : INFO : Epoch 1773 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 2424.84 ms [2022-04-06 23:00:17 main:574] : INFO : Epoch 1774 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 2473.89 ms [2022-04-06 23:00:20 main:574] : INFO : Epoch 1775 | loss: 0.0311886 | val_loss: 0.03119 | Time: 2509.51 ms [2022-04-06 23:00:22 main:574] : INFO : Epoch 1776 | loss: 0.0311885 | val_loss: 0.031191 | Time: 2472.2 ms [2022-04-06 23:00:25 main:574] : INFO : Epoch 1777 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 2485.33 ms [2022-04-06 23:00:27 main:574] : INFO : Epoch 1778 | loss: 0.0311885 | val_loss: 0.0311905 | Time: 2372.24 ms [2022-04-06 23:00:30 main:574] : INFO : Epoch 1779 | loss: 0.0311881 | val_loss: 0.0311903 | Time: 2509.36 ms [2022-04-06 23:00:32 main:574] : INFO : Epoch 1780 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 2445.38 ms [2022-04-06 23:00:35 main:574] : INFO : Epoch 1781 | loss: 0.0311874 | val_loss: 0.0311896 | Time: 2496.9 ms [2022-04-06 23:00:37 main:574] : INFO : Epoch 1782 | loss: 0.031187 | val_loss: 0.0311897 | Time: 2536.49 ms [2022-04-06 23:00:40 main:574] : INFO : Epoch 1783 | loss: 0.0311875 | val_loss: 0.0311896 | Time: 2388.92 ms [2022-04-06 23:00:42 main:574] : INFO : Epoch 1784 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 2477.37 ms [2022-04-06 23:00:44 main:574] : INFO : Epoch 1785 | loss: 0.0311867 | val_loss: 0.0311895 | Time: 2372.28 ms [2022-04-06 23:00:47 main:574] : INFO : Epoch 1786 | loss: 0.031187 | val_loss: 0.0311894 | Time: 2433.59 ms [2022-04-06 23:00:49 main:574] : INFO : Epoch 1787 | loss: 0.0311874 | val_loss: 0.0311883 | Time: 2436.98 ms [2022-04-06 23:00:52 main:574] : INFO : Epoch 1788 | loss: 0.0311865 | val_loss: 0.0311885 | Time: 2356.62 ms [2022-04-06 23:00:54 main:574] : INFO : Epoch 1789 | loss: 0.0311863 | val_loss: 0.0311886 | Time: 2447.42 ms [2022-04-06 23:00:57 main:574] : INFO : Epoch 1790 | loss: 0.0311858 | val_loss: 0.0311877 | Time: 2474.98 ms [2022-04-06 23:00:59 main:574] : INFO : Epoch 1791 | loss: 0.0311866 | val_loss: 0.0311886 | Time: 2502.07 ms [2022-04-06 23:01:02 main:574] : INFO : Epoch 1792 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 2498.56 ms [2022-04-06 23:01:04 main:574] : INFO : Epoch 1793 | loss: 0.0311859 | val_loss: 0.0311875 | Time: 2523.75 ms [2022-04-06 23:01:07 main:574] : INFO : Epoch 1794 | loss: 0.0311856 | val_loss: 0.0311881 | Time: 2382.02 ms [2022-04-06 23:01:09 main:574] : INFO : Epoch 1795 | loss: 0.0311857 | val_loss: 0.0311873 | Time: 2334.32 ms [2022-04-06 23:01:11 main:574] : INFO : Epoch 1796 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 2483.98 ms [2022-04-06 23:01:14 main:574] : INFO : Epoch 1797 | loss: 0.0311853 | val_loss: 0.0311887 | Time: 2480.82 ms [2022-04-06 23:01:16 main:574] : INFO : Epoch 1798 | loss: 0.0311851 | val_loss: 0.0311882 | Time: 2393.47 ms [2022-04-06 23:01:19 main:574] : INFO : Epoch 1799 | loss: 0.0311851 | val_loss: 0.0311875 | Time: 2371.95 ms [2022-04-06 23:01:21 main:574] : INFO : Epoch 1800 | loss: 0.0311853 | val_loss: 0.0311893 | Time: 2425.89 ms [2022-04-06 23:01:23 main:574] : INFO : Epoch 1801 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 2416.54 ms [2022-04-06 23:01:26 main:574] : INFO : Epoch 1802 | loss: 0.0311851 | val_loss: 0.0311873 | Time: 2408.05 ms [2022-04-06 23:01:28 main:574] : INFO : Epoch 1803 | loss: 0.0311848 | val_loss: 0.0311877 | Time: 2488.38 ms [2022-04-06 23:01:31 main:574] : INFO : Epoch 1804 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2364.71 ms [2022-04-06 23:01:33 main:574] : INFO : Epoch 1805 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2319.74 ms [2022-04-06 23:01:36 main:574] : INFO : Epoch 1806 | loss: 0.0311889 | val_loss: 0.0311987 | Time: 2485.22 ms [2022-04-06 23:01:38 main:574] : INFO : Epoch 1807 | loss: 0.0311942 | val_loss: 0.0311948 | Time: 2371.61 ms [2022-04-06 23:01:40 main:574] : INFO : Epoch 1808 | loss: 0.031192 | val_loss: 0.0311936 | Time: 2448.42 ms [2022-04-06 23:01:43 main:574] : INFO : Epoch 1809 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 2380.86 ms [2022-04-06 23:01:45 main:574] : INFO : Epoch 1810 | loss: 0.031189 | val_loss: 0.0311919 | Time: 2440.31 ms [2022-04-06 23:01:48 main:574] : INFO : Epoch 1811 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 2533.35 ms [2022-04-06 23:01:50 main:574] : INFO : Epoch 1812 | loss: 0.0311879 | val_loss: 0.031191 | Time: 2436.89 ms [2022-04-06 23:01:53 main:574] : INFO : Epoch 1813 | loss: 0.0311875 | val_loss: 0.0311909 | Time: 2455.14 ms [2022-04-06 23:01:55 main:574] : INFO : Epoch 1814 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2392.37 ms [2022-04-06 23:01:57 main:574] : INFO : Epoch 1815 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 2446.3 ms [2022-04-06 23:02:00 main:574] : INFO : Epoch 1816 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 2477.68 ms [2022-04-06 23:02:02 main:574] : INFO : Epoch 1817 | loss: 0.0311861 | val_loss: 0.031191 | Time: 2487.28 ms [2022-04-06 23:02:05 main:574] : INFO : Epoch 1818 | loss: 0.0311866 | val_loss: 0.0311908 | Time: 2495.6 ms [2022-04-06 23:02:07 main:574] : INFO : Epoch 1819 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 2375.39 ms [2022-04-06 23:02:10 main:574] : INFO : Epoch 1820 | loss: 0.0311861 | val_loss: 0.0311899 | Time: 2353.95 ms [2022-04-06 23:02:12 main:574] : INFO : Epoch 1821 | loss: 0.0311856 | val_loss: 0.0311902 | Time: 2498.87 ms [2022-04-06 23:02:15 main:574] : INFO : Epoch 1822 | loss: 0.0311856 | val_loss: 0.0311905 | Time: 2356.87 ms [2022-04-06 23:02:17 main:574] : INFO : Epoch 1823 | loss: 0.0311863 | val_loss: 0.0311896 | Time: 2377.3 ms [2022-04-06 23:02:19 main:574] : INFO : Epoch 1824 | loss: 0.0311862 | val_loss: 0.0311897 | Time: 2384.75 ms [2022-04-06 23:02:22 main:574] : INFO : Epoch 1825 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 2459.75 ms [2022-04-06 23:02:24 main:574] : INFO : Epoch 1826 | loss: 0.0311869 | val_loss: 0.0311893 | Time: 2331.24 ms [2022-04-06 23:02:27 main:574] : INFO : Epoch 1827 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 2442.09 ms [2022-04-06 23:02:29 main:574] : INFO : Epoch 1828 | loss: 0.031187 | val_loss: 0.0311877 | Time: 2421.89 ms [2022-04-06 23:02:31 main:574] : INFO : Epoch 1829 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 2508.66 ms [2022-04-06 23:02:34 main:574] : INFO : Epoch 1830 | loss: 0.0311886 | val_loss: 0.0311867 | Time: 2490.91 ms [2022-04-06 23:02:36 main:574] : INFO : Epoch 1831 | loss: 0.0311866 | val_loss: 0.031186 | Time: 2531.67 ms [2022-04-06 23:02:39 main:574] : INFO : Epoch 1832 | loss: 0.0311859 | val_loss: 0.0311854 | Time: 2387.25 ms [2022-04-06 23:02:41 main:574] : INFO : Epoch 1833 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 2363.28 ms [2022-04-06 23:02:44 main:574] : INFO : Epoch 1834 | loss: 0.0311859 | val_loss: 0.0311852 | Time: 2456.61 ms [2022-04-06 23:02:46 main:574] : INFO : Epoch 1835 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2417.23 ms [2022-04-06 23:02:49 main:574] : INFO : Epoch 1836 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 2476.24 ms [2022-04-06 23:02:51 main:574] : INFO : Epoch 1837 | loss: 0.031188 | val_loss: 0.0311872 | Time: 2460.45 ms [2022-04-06 23:02:53 main:574] : INFO : Epoch 1838 | loss: 0.0311891 | val_loss: 0.031189 | Time: 2350.92 ms [2022-04-06 23:02:56 main:574] : INFO : Epoch 1839 | loss: 0.0311937 | val_loss: 0.0311896 | Time: 2430.73 ms [2022-04-06 23:02:58 main:574] : INFO : Epoch 1840 | loss: 0.0311955 | val_loss: 0.0311901 | Time: 2412.58 ms [2022-04-06 23:03:01 main:574] : INFO : Epoch 1841 | loss: 0.0311929 | val_loss: 0.0311885 | Time: 2339.9 ms [2022-04-06 23:03:03 main:574] : INFO : Epoch 1842 | loss: 0.0311914 | val_loss: 0.0311871 | Time: 2300.42 ms [2022-04-06 23:03:05 main:574] : INFO : Epoch 1843 | loss: 0.031191 | val_loss: 0.0311869 | Time: 2451.26 ms [2022-04-06 23:03:08 main:574] : INFO : Epoch 1844 | loss: 0.0311905 | val_loss: 0.0311881 | Time: 2486.26 ms [2022-04-06 23:03:10 main:574] : INFO : Epoch 1845 | loss: 0.0311905 | val_loss: 0.0311857 | Time: 2387.09 ms [2022-04-06 23:03:13 main:574] : INFO : Epoch 1846 | loss: 0.0311906 | val_loss: 0.031187 | Time: 2321.6 ms [2022-04-06 23:03:15 main:574] : INFO : Epoch 1847 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 2385.73 ms [2022-04-06 23:03:17 main:574] : INFO : Epoch 1848 | loss: 0.0311937 | val_loss: 0.0311868 | Time: 2484.62 ms [2022-04-06 23:03:20 main:574] : INFO : Epoch 1849 | loss: 0.031192 | val_loss: 0.031189 | Time: 2367.45 ms [2022-04-06 23:03:22 main:574] : INFO : Epoch 1850 | loss: 0.0311911 | val_loss: 0.0311859 | Time: 2452.04 ms [2022-04-06 23:03:25 main:574] : INFO : Epoch 1851 | loss: 0.0311898 | val_loss: 0.0311843 | Time: 2404.49 ms [2022-04-06 23:03:27 main:574] : INFO : Epoch 1852 | loss: 0.0311891 | val_loss: 0.0311854 | Time: 2513.17 ms [2022-04-06 23:03:29 main:574] : INFO : Epoch 1853 | loss: 0.0311878 | val_loss: 0.0311847 | Time: 2272.38 ms [2022-04-06 23:03:32 main:574] : INFO : Epoch 1854 | loss: 0.0311884 | val_loss: 0.0311847 | Time: 2308.3 ms [2022-04-06 23:03:34 main:574] : INFO : Epoch 1855 | loss: 0.0311889 | val_loss: 0.0311845 | Time: 2433.18 ms [2022-04-06 23:03:37 main:574] : INFO : Epoch 1856 | loss: 0.0311877 | val_loss: 0.0311851 | Time: 2376.75 ms [2022-04-06 23:03:39 main:574] : INFO : Epoch 1857 | loss: 0.031187 | val_loss: 0.0311847 | Time: 2350.54 ms [2022-04-06 23:03:41 main:574] : INFO : Epoch 1858 | loss: 0.0311865 | val_loss: 0.0311839 | Time: 2443.84 ms [2022-04-06 23:03:44 main:574] : INFO : Epoch 1859 | loss: 0.0311868 | val_loss: 0.0311841 | Time: 2313.2 ms [2022-04-06 23:03:46 main:574] : INFO : Epoch 1860 | loss: 0.0311869 | val_loss: 0.0311834 | Time: 2374.28 ms [2022-04-06 23:03:48 main:574] : INFO : Epoch 1861 | loss: 0.031186 | val_loss: 0.0311834 | Time: 2374.87 ms [2022-04-06 23:03:51 main:574] : INFO : Epoch 1862 | loss: 0.0311854 | val_loss: 0.031183 | Time: 2381.82 ms [2022-04-06 23:03:53 main:574] : INFO : Epoch 1863 | loss: 0.0311847 | val_loss: 0.0311826 | Time: 2442.28 ms [2022-04-06 23:03:56 main:574] : INFO : Epoch 1864 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 2311.51 ms [2022-04-06 23:03:58 main:574] : INFO : Epoch 1865 | loss: 0.0311843 | val_loss: 0.0311823 | Time: 2298.41 ms [2022-04-06 23:04:00 main:574] : INFO : Epoch 1866 | loss: 0.0311844 | val_loss: 0.0311828 | Time: 2364.08 ms [2022-04-06 23:04:03 main:574] : INFO : Epoch 1867 | loss: 0.0311846 | val_loss: 0.0311827 | Time: 2309.81 ms [2022-04-06 23:04:05 main:574] : INFO : Epoch 1868 | loss: 0.0311847 | val_loss: 0.0311828 | Time: 2374.89 ms [2022-04-06 23:04:07 main:574] : INFO : Epoch 1869 | loss: 0.0311844 | val_loss: 0.031182 | Time: 2379.69 ms [2022-04-06 23:04:10 main:574] : INFO : Epoch 1870 | loss: 0.031184 | val_loss: 0.0311821 | Time: 2344.48 ms [2022-04-06 23:04:12 main:574] : INFO : Epoch 1871 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 2361.82 ms [2022-04-06 23:04:14 main:574] : INFO : Epoch 1872 | loss: 0.0311852 | val_loss: 0.031183 | Time: 2335.76 ms [2022-04-06 23:04:17 main:574] : INFO : Epoch 1873 | loss: 0.0311847 | val_loss: 0.0311835 | Time: 2290.17 ms [2022-04-06 23:04:19 main:574] : INFO : Epoch 1874 | loss: 0.0311842 | val_loss: 0.0311818 | Time: 2287.22 ms [2022-04-06 23:04:21 main:574] : INFO : Epoch 1875 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2327.81 ms [2022-04-06 23:04:24 main:574] : INFO : Epoch 1876 | loss: 0.0311847 | val_loss: 0.0311826 | Time: 2293.29 ms [2022-04-06 23:04:26 main:574] : INFO : Epoch 1877 | loss: 0.0311843 | val_loss: 0.0311821 | Time: 2305.7 ms [2022-04-06 23:04:28 main:574] : INFO : Epoch 1878 | loss: 0.031183 | val_loss: 0.0311828 | Time: 2322.77 ms [2022-04-06 23:04:31 main:574] : INFO : Epoch 1879 | loss: 0.031183 | val_loss: 0.0311828 | Time: 2348.8 ms [2022-04-06 23:04:33 main:574] : INFO : Epoch 1880 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 2356.31 ms [2022-04-06 23:04:35 main:574] : INFO : Epoch 1881 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 2369.71 ms [2022-04-06 23:04:38 main:574] : INFO : Epoch 1882 | loss: 0.0311837 | val_loss: 0.0311829 | Time: 2302.68 ms [2022-04-06 23:04:40 main:574] : INFO : Epoch 1883 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 2378.46 ms [2022-04-06 23:04:42 main:574] : INFO : Epoch 1884 | loss: 0.0311824 | val_loss: 0.0311809 | Time: 2333.36 ms [2022-04-06 23:04:45 main:574] : INFO : Epoch 1885 | loss: 0.0311836 | val_loss: 0.0311816 | Time: 2283.45 ms [2022-04-06 23:04:47 main:574] : INFO : Epoch 1886 | loss: 0.0311834 | val_loss: 0.0311808 | Time: 2284.86 ms [2022-04-06 23:04:49 main:574] : INFO : Epoch 1887 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 2334.1 ms [2022-04-06 23:04:51 main:574] : INFO : Epoch 1888 | loss: 0.0311829 | val_loss: 0.0311802 | Time: 2269.59 ms [2022-04-06 23:04:54 main:574] : INFO : Epoch 1889 | loss: 0.0311832 | val_loss: 0.0311799 | Time: 2372.39 ms [2022-04-06 23:04:56 main:574] : INFO : Epoch 1890 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 2296.34 ms [2022-04-06 23:04:58 main:574] : INFO : Epoch 1891 | loss: 0.0311814 | val_loss: 0.0311787 | Time: 2333.02 ms [2022-04-06 23:05:01 main:574] : INFO : Epoch 1892 | loss: 0.0311821 | val_loss: 0.031179 | Time: 2317.67 ms [2022-04-06 23:05:03 main:574] : INFO : Epoch 1893 | loss: 0.0311818 | val_loss: 0.0311789 | Time: 2326.12 ms [2022-04-06 23:05:05 main:574] : INFO : Epoch 1894 | loss: 0.031182 | val_loss: 0.0311796 | Time: 2300.04 ms [2022-04-06 23:05:08 main:574] : INFO : Epoch 1895 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 2338.23 ms [2022-04-06 23:05:10 main:574] : INFO : Epoch 1896 | loss: 0.0311819 | val_loss: 0.0311785 | Time: 2299.78 ms [2022-04-06 23:05:12 main:574] : INFO : Epoch 1897 | loss: 0.0311803 | val_loss: 0.0311783 | Time: 2276.12 ms [2022-04-06 23:05:15 main:574] : INFO : Epoch 1898 | loss: 0.0311806 | val_loss: 0.0311778 | Time: 2341.7 ms [2022-04-06 23:05:17 main:574] : INFO : Epoch 1899 | loss: 0.0311802 | val_loss: 0.0311779 | Time: 2329.72 ms [2022-04-06 23:05:19 main:574] : INFO : Epoch 1900 | loss: 0.0311805 | val_loss: 0.0311777 | Time: 2299.2 ms [2022-04-06 23:05:22 main:574] : INFO : Epoch 1901 | loss: 0.0311792 | val_loss: 0.0311779 | Time: 2351.08 ms [2022-04-06 23:05:24 main:574] : INFO : Epoch 1902 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 2295.55 ms [2022-04-06 23:05:26 main:574] : INFO : Epoch 1903 | loss: 0.0311798 | val_loss: 0.0311794 | Time: 2304.66 ms [2022-04-06 23:05:29 main:574] : INFO : Epoch 1904 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 2317.06 ms [2022-04-06 23:05:31 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311783 | Time: 2333.83 ms [2022-04-06 23:05:33 main:574] : INFO : Epoch 1906 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2307.83 ms [2022-04-06 23:05:36 main:574] : INFO : Epoch 1907 | loss: 0.0311804 | val_loss: 0.0311784 | Time: 2318.17 ms [2022-04-06 23:05:38 main:574] : INFO : Epoch 1908 | loss: 0.0311801 | val_loss: 0.0311775 | Time: 2353.34 ms [2022-04-06 23:05:40 main:574] : INFO : Epoch 1909 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 2330.57 ms [2022-04-06 23:05:43 main:574] : INFO : Epoch 1910 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 2400.56 ms [2022-04-06 23:05:45 main:574] : INFO : Epoch 1911 | loss: 0.0311805 | val_loss: 0.0311773 | Time: 2346.84 ms [2022-04-06 23:05:47 main:574] : INFO : Epoch 1912 | loss: 0.0311794 | val_loss: 0.0311789 | Time: 2351.63 ms [2022-04-06 23:05:50 main:574] : INFO : Epoch 1913 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 2323.81 ms [2022-04-06 23:05:52 main:574] : INFO : Epoch 1914 | loss: 0.0311801 | val_loss: 0.0311801 | Time: 2333.58 ms [2022-04-06 23:05:54 main:574] : INFO : Epoch 1915 | loss: 0.0311813 | val_loss: 0.0311836 | Time: 2403.41 ms [2022-04-06 23:05:57 main:574] : INFO : Epoch 1916 | loss: 0.0311805 | val_loss: 0.0311785 | Time: 2323.97 ms [2022-04-06 23:05:59 main:574] : INFO : Epoch 1917 | loss: 0.0311787 | val_loss: 0.031178 | Time: 2280.22 ms [2022-04-06 23:06:01 main:574] : INFO : Epoch 1918 | loss: 0.0311789 | val_loss: 0.0311771 | Time: 2246.54 ms [2022-04-06 23:06:04 main:574] : INFO : Epoch 1919 | loss: 0.031179 | val_loss: 0.031177 | Time: 2356.47 ms [2022-04-06 23:06:06 main:574] : INFO : Epoch 1920 | loss: 0.0311792 | val_loss: 0.0311785 | Time: 2315.72 ms [2022-04-06 23:06:08 main:574] : INFO : Epoch 1921 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2346.81 ms [2022-04-06 23:06:11 main:574] : INFO : Epoch 1922 | loss: 0.0311806 | val_loss: 0.0311774 | Time: 2329.78 ms [2022-04-06 23:06:13 main:574] : INFO : Epoch 1923 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2389.56 ms [2022-04-06 23:06:15 main:574] : INFO : Epoch 1924 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2305.71 ms [2022-04-06 23:06:18 main:574] : INFO : Epoch 1925 | loss: 0.03118 | val_loss: 0.0311787 | Time: 2285.37 ms [2022-04-06 23:06:20 main:574] : INFO : Epoch 1926 | loss: 0.0311805 | val_loss: 0.03118 | Time: 2376.18 ms [2022-04-06 23:06:22 main:574] : INFO : Epoch 1927 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2373.3 ms [2022-04-06 23:06:25 main:574] : INFO : Epoch 1928 | loss: 0.031179 | val_loss: 0.0311781 | Time: 2297.77 ms [2022-04-06 23:06:27 main:574] : INFO : Epoch 1929 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 2310.1 ms [2022-04-06 23:06:29 main:574] : INFO : Epoch 1930 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 2375.25 ms [2022-04-06 23:06:32 main:574] : INFO : Epoch 1931 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 2319.34 ms [2022-04-06 23:06:34 main:574] : INFO : Epoch 1932 | loss: 0.0311784 | val_loss: 0.0311767 | Time: 2421.06 ms [2022-04-06 23:06:36 main:574] : INFO : Epoch 1933 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2371.3 ms [2022-04-06 23:06:39 main:574] : INFO : Epoch 1934 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 2360.06 ms [2022-04-06 23:06:41 main:574] : INFO : Epoch 1935 | loss: 0.0311777 | val_loss: 0.0311796 | Time: 2296.14 ms [2022-04-06 23:06:43 main:574] : INFO : Epoch 1936 | loss: 0.0311785 | val_loss: 0.0311782 | Time: 2301.82 ms [2022-04-06 23:06:46 main:574] : INFO : Epoch 1937 | loss: 0.0311806 | val_loss: 0.0311783 | Time: 2298.87 ms [2022-04-06 23:06:48 main:574] : INFO : Epoch 1938 | loss: 0.0311787 | val_loss: 0.031178 | Time: 2329.5 ms [2022-04-06 23:06:50 main:574] : INFO : Epoch 1939 | loss: 0.0311789 | val_loss: 0.0311781 | Time: 2337.74 ms [2022-04-06 23:06:53 main:574] : INFO : Epoch 1940 | loss: 0.0311798 | val_loss: 0.0311766 | Time: 2371.22 ms [2022-04-06 23:06:55 main:574] : INFO : Epoch 1941 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 2374.48 ms [2022-04-06 23:06:57 main:574] : INFO : Epoch 1942 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 2279.09 ms [2022-04-06 23:07:00 main:574] : INFO : Epoch 1943 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 2367.19 ms [2022-04-06 23:07:02 main:574] : INFO : Epoch 1944 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 2311.01 ms [2022-04-06 23:07:04 main:574] : INFO : Epoch 1945 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 2365.23 ms [2022-04-06 23:07:07 main:574] : INFO : Epoch 1946 | loss: 0.0311783 | val_loss: 0.0311769 | Time: 2323.97 ms [2022-04-06 23:07:09 main:574] : INFO : Epoch 1947 | loss: 0.0311778 | val_loss: 0.0311775 | Time: 2312.68 ms [2022-04-06 23:07:11 main:574] : INFO : Epoch 1948 | loss: 0.0311765 | val_loss: 0.0311804 | Time: 2294.76 ms [2022-04-06 23:07:14 main:574] : INFO : Epoch 1949 | loss: 0.0311783 | val_loss: 0.0311804 | Time: 2308.99 ms [2022-04-06 23:07:16 main:574] : INFO : Epoch 1950 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 2316.37 ms [2022-04-06 23:07:18 main:574] : INFO : Epoch 1951 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 2299.81 ms [2022-04-06 23:07:21 main:574] : INFO : Epoch 1952 | loss: 0.0311771 | val_loss: 0.0311784 | Time: 2327.9 ms [2022-04-06 23:07:23 main:574] : INFO : Epoch 1953 | loss: 0.0311792 | val_loss: 0.0311772 | Time: 2315.81 ms [2022-04-06 23:07:25 main:574] : INFO : Epoch 1954 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 2374.92 ms [2022-04-06 23:07:28 main:574] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0311762 | Time: 2332.24 ms [2022-04-06 23:07:30 main:574] : INFO : Epoch 1956 | loss: 0.031176 | val_loss: 0.0311749 | Time: 2385.48 ms [2022-04-06 23:07:32 main:574] : INFO : Epoch 1957 | loss: 0.031177 | val_loss: 0.0311787 | Time: 2382.16 ms [2022-04-06 23:07:35 main:574] : INFO : Epoch 1958 | loss: 0.0311786 | val_loss: 0.0311764 | Time: 2329.12 ms [2022-04-06 23:07:37 main:574] : INFO : Epoch 1959 | loss: 0.0311763 | val_loss: 0.0311756 | Time: 2347.07 ms [2022-04-06 23:07:39 main:574] : INFO : Epoch 1960 | loss: 0.0311792 | val_loss: 0.0311768 | Time: 2339.41 ms [2022-04-06 23:07:42 main:574] : INFO : Epoch 1961 | loss: 0.0311773 | val_loss: 0.0311746 | Time: 2299.72 ms [2022-04-06 23:07:44 main:574] : INFO : Epoch 1962 | loss: 0.0311771 | val_loss: 0.031175 | Time: 2351.76 ms [2022-04-06 23:07:46 main:574] : INFO : Epoch 1963 | loss: 0.0311765 | val_loss: 0.0311777 | Time: 2336.5 ms [2022-04-06 23:07:49 main:574] : INFO : Epoch 1964 | loss: 0.0311765 | val_loss: 0.0311746 | Time: 2321.09 ms [2022-04-06 23:07:51 main:574] : INFO : Epoch 1965 | loss: 0.0311766 | val_loss: 0.0311756 | Time: 2292.45 ms [2022-04-06 23:07:53 main:574] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311757 | Time: 2338.51 ms [2022-04-06 23:07:56 main:574] : INFO : Epoch 1967 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 2305.76 ms [2022-04-06 23:07:58 main:574] : INFO : Epoch 1968 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 2362.78 ms [2022-04-06 23:08:00 main:574] : INFO : Epoch 1969 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 2368.25 ms [2022-04-06 23:08:03 main:574] : INFO : Epoch 1970 | loss: 0.0311862 | val_loss: 0.0311829 | Time: 2292.2 ms [2022-04-06 23:08:05 main:574] : INFO : Epoch 1971 | loss: 0.0311829 | val_loss: 0.0311808 | Time: 2292.44 ms [2022-04-06 23:08:07 main:574] : INFO : Epoch 1972 | loss: 0.031183 | val_loss: 0.0311819 | Time: 2384.45 ms [2022-04-06 23:08:10 main:574] : INFO : Epoch 1973 | loss: 0.0311843 | val_loss: 0.0311773 | Time: 2293.77 ms [2022-04-06 23:08:12 main:574] : INFO : Epoch 1974 | loss: 0.0311839 | val_loss: 0.031181 | Time: 2392.91 ms [2022-04-06 23:08:15 main:574] : INFO : Epoch 1975 | loss: 0.0311843 | val_loss: 0.0311804 | Time: 2419.46 ms [2022-04-06 23:08:17 main:574] : INFO : Epoch 1976 | loss: 0.0311826 | val_loss: 0.0311777 | Time: 2306.58 ms [2022-04-06 23:08:19 main:574] : INFO : Epoch 1977 | loss: 0.0311815 | val_loss: 0.0311779 | Time: 2304.18 ms [2022-04-06 23:08:22 main:574] : INFO : Epoch 1978 | loss: 0.0311799 | val_loss: 0.0311767 | Time: 2442.05 ms [2022-04-06 23:08:24 main:574] : INFO : Epoch 1979 | loss: 0.0311799 | val_loss: 0.0311769 | Time: 2346.14 ms [2022-04-06 23:08:26 main:574] : INFO : Epoch 1980 | loss: 0.0311795 | val_loss: 0.031176 | Time: 2324.45 ms [2022-04-06 23:08:29 main:574] : INFO : Epoch 1981 | loss: 0.0311802 | val_loss: 0.0311778 | Time: 2295.41 ms [2022-04-06 23:08:31 main:574] : INFO : Epoch 1982 | loss: 0.031181 | val_loss: 0.0311823 | Time: 2319.92 ms [2022-04-06 23:08:33 main:574] : INFO : Epoch 1983 | loss: 0.0311823 | val_loss: 0.0311811 | Time: 2315.79 ms [2022-04-06 23:08:36 main:574] : INFO : Epoch 1984 | loss: 0.0311833 | val_loss: 0.0311804 | Time: 2322.22 ms [2022-04-06 23:08:38 main:574] : INFO : Epoch 1985 | loss: 0.031187 | val_loss: 0.0311866 | Time: 2375.32 ms [2022-04-06 23:08:40 main:574] : INFO : Epoch 1986 | loss: 0.0311866 | val_loss: 0.0311825 | Time: 2333.27 ms [2022-04-06 23:08:43 main:574] : INFO : Epoch 1987 | loss: 0.0311862 | val_loss: 0.0311834 | Time: 2321.97 ms [2022-04-06 23:08:45 main:574] : INFO : Epoch 1988 | loss: 0.0311843 | val_loss: 0.0311832 | Time: 2423.57 ms [2022-04-06 23:08:48 main:574] : INFO : Epoch 1989 | loss: 0.0311827 | val_loss: 0.031181 | Time: 2603.25 ms [2022-04-06 23:08:50 main:574] : INFO : Epoch 1990 | loss: 0.0311829 | val_loss: 0.0311793 | Time: 2708.84 ms [2022-04-06 23:08:53 main:574] : INFO : Epoch 1991 | loss: 0.0311829 | val_loss: 0.0311807 | Time: 2683.39 ms [2022-04-06 23:08:56 main:574] : INFO : Epoch 1992 | loss: 0.0311825 | val_loss: 0.0311813 | Time: 2649.57 ms [2022-04-06 23:08:58 main:574] : INFO : Epoch 1993 | loss: 0.0311827 | val_loss: 0.03118 | Time: 2695.33 ms [2022-04-06 23:09:01 main:574] : INFO : Epoch 1994 | loss: 0.031183 | val_loss: 0.0311826 | Time: 2679.45 ms [2022-04-06 23:09:04 main:574] : INFO : Epoch 1995 | loss: 0.0311886 | val_loss: 0.0311852 | Time: 2711.22 ms [2022-04-06 23:09:06 main:574] : INFO : Epoch 1996 | loss: 0.0311869 | val_loss: 0.0311814 | Time: 2662.33 ms [2022-04-06 23:09:09 main:574] : INFO : Epoch 1997 | loss: 0.0311844 | val_loss: 0.0311811 | Time: 2656.8 ms [2022-04-06 23:09:12 main:574] : INFO : Epoch 1998 | loss: 0.0311821 | val_loss: 0.0311819 | Time: 2652.5 ms [2022-04-06 23:09:14 main:574] : INFO : Epoch 1999 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 2730.38 ms [2022-04-06 23:09:17 main:574] : INFO : Epoch 2000 | loss: 0.0311841 | val_loss: 0.031182 | Time: 2744.87 ms [2022-04-06 23:09:20 main:574] : INFO : Epoch 2001 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 2679 ms [2022-04-06 23:09:23 main:574] : INFO : Epoch 2002 | loss: 0.0311821 | val_loss: 0.0311809 | Time: 2695.63 ms [2022-04-06 23:09:25 main:574] : INFO : Epoch 2003 | loss: 0.0311826 | val_loss: 0.0311847 | Time: 2689.39 ms [2022-04-06 23:09:28 main:574] : INFO : Epoch 2004 | loss: 0.031182 | val_loss: 0.0311822 | Time: 2726.23 ms [2022-04-06 23:09:31 main:574] : INFO : Epoch 2005 | loss: 0.0311814 | val_loss: 0.0311826 | Time: 2719.66 ms [2022-04-06 23:09:33 main:574] : INFO : Epoch 2006 | loss: 0.031181 | val_loss: 0.0311821 | Time: 2739.36 ms [2022-04-06 23:09:36 main:574] : INFO : Epoch 2007 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 2663.45 ms [2022-04-06 23:09:39 main:574] : INFO : Epoch 2008 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 2681.34 ms [2022-04-06 23:09:41 main:574] : INFO : Epoch 2009 | loss: 0.0311813 | val_loss: 0.0311794 | Time: 2653.91 ms [2022-04-06 23:09:44 main:574] : INFO : Epoch 2010 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 2687.65 ms [2022-04-06 23:09:47 main:574] : INFO : Epoch 2011 | loss: 0.0311808 | val_loss: 0.031179 | Time: 2701.84 ms [2022-04-06 23:09:50 main:574] : INFO : Epoch 2012 | loss: 0.0311841 | val_loss: 0.0311898 | Time: 2724.31 ms [2022-04-06 23:09:52 main:574] : INFO : Epoch 2013 | loss: 0.0311813 | val_loss: 0.0311792 | Time: 2674.69 ms [2022-04-06 23:09:55 main:574] : INFO : Epoch 2014 | loss: 0.0311803 | val_loss: 0.031178 | Time: 2704.87 ms [2022-04-06 23:09:58 main:574] : INFO : Epoch 2015 | loss: 0.0311814 | val_loss: 0.0311789 | Time: 2739.32 ms [2022-04-06 23:10:00 main:574] : INFO : Epoch 2016 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2718.94 ms [2022-04-06 23:10:03 main:574] : INFO : Epoch 2017 | loss: 0.0311819 | val_loss: 0.031181 | Time: 2771.18 ms [2022-04-06 23:10:06 main:574] : INFO : Epoch 2018 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 2691.62 ms [2022-04-06 23:10:09 main:574] : INFO : Epoch 2019 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 2620.95 ms [2022-04-06 23:10:11 main:574] : INFO : Epoch 2020 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 2688.89 ms [2022-04-06 23:10:14 main:574] : INFO : Epoch 2021 | loss: 0.0311889 | val_loss: 0.0311855 | Time: 2684.08 ms [2022-04-06 23:10:17 main:574] : INFO : Epoch 2022 | loss: 0.0311847 | val_loss: 0.0311838 | Time: 2714.64 ms [2022-04-06 23:10:19 main:574] : INFO : Epoch 2023 | loss: 0.0311832 | val_loss: 0.0311881 | Time: 2666.1 ms [2022-04-06 23:10:22 main:574] : INFO : Epoch 2024 | loss: 0.0311827 | val_loss: 0.0311824 | Time: 2707.51 ms [2022-04-06 23:10:25 main:574] : INFO : Epoch 2025 | loss: 0.031181 | val_loss: 0.0311843 | Time: 2662.85 ms [2022-04-06 23:10:27 main:574] : INFO : Epoch 2026 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2727.89 ms [2022-04-06 23:10:30 main:574] : INFO : Epoch 2027 | loss: 0.0311815 | val_loss: 0.0311831 | Time: 2705.28 ms [2022-04-06 23:10:33 main:574] : INFO : Epoch 2028 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 2646.64 ms [2022-04-06 23:10:35 main:574] : INFO : Epoch 2029 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 2638.93 ms [2022-04-06 23:10:38 main:574] : INFO : Epoch 2030 | loss: 0.0311783 | val_loss: 0.031179 | Time: 2635.41 ms [2022-04-06 23:10:41 main:574] : INFO : Epoch 2031 | loss: 0.0311803 | val_loss: 0.031185 | Time: 2690.52 ms [2022-04-06 23:10:43 main:574] : INFO : Epoch 2032 | loss: 0.0311827 | val_loss: 0.0311792 | Time: 2677.28 ms [2022-04-06 23:10:46 main:574] : INFO : Epoch 2033 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 2675.3 ms [2022-04-06 23:10:49 main:574] : INFO : Epoch 2034 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 2697.96 ms [2022-04-06 23:10:52 main:574] : INFO : Epoch 2035 | loss: 0.0311809 | val_loss: 0.0311802 | Time: 2730.85 ms [2022-04-06 23:10:54 main:574] : INFO : Epoch 2036 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 2721.46 ms [2022-04-06 23:10:57 main:574] : INFO : Epoch 2037 | loss: 0.03118 | val_loss: 0.0311797 | Time: 2683.34 ms [2022-04-06 23:11:00 main:574] : INFO : Epoch 2038 | loss: 0.0311788 | val_loss: 0.0311824 | Time: 2704.15 ms [2022-04-06 23:11:02 main:574] : INFO : Epoch 2039 | loss: 0.0311794 | val_loss: 0.031179 | Time: 2627.35 ms [2022-04-06 23:11:05 main:574] : INFO : Epoch 2040 | loss: 0.0311784 | val_loss: 0.0311799 | Time: 2666.07 ms [2022-04-06 23:11:08 main:574] : INFO : Epoch 2041 | loss: 0.0311778 | val_loss: 0.031179 | Time: 2708.74 ms [2022-04-06 23:11:10 main:574] : INFO : Epoch 2042 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2687.92 ms [2022-04-06 23:11:13 main:574] : INFO : Epoch 2043 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 2663.54 ms [2022-04-06 23:11:16 main:574] : INFO : Epoch 2044 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 2706.12 ms [2022-04-06 23:11:18 main:574] : INFO : Epoch 2045 | loss: 0.0311775 | val_loss: 0.0311825 | Time: 2706.8 ms [2022-04-06 23:11:21 main:574] : INFO : Epoch 2046 | loss: 0.0311798 | val_loss: 0.0311791 | Time: 2624.85 ms [2022-04-06 23:11:24 main:574] : INFO : Epoch 2047 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 2708.59 ms [2022-04-06 23:11:26 main:574] : INFO : Epoch 2048 | loss: 0.0311748 | val_loss: 0.0311767 | Time: 2684.75 ms [2022-04-06 23:11:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311767 [2022-04-06 23:11:26 main:603] : INFO : Saving end state to config to file [2022-04-06 23:11:26 main:608] : INFO : Success, exiting.. 23:11:26 (7472): 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)