Task 14153965
| Name | ParityModified-1647043351-16219-3-0_0 |
| Workunit | 11218178 |
| Created | 31 Mar 2022, 18:43:59 UTC |
| Sent | 4 Apr 2022, 14:44:38 UTC |
| Report deadline | 12 Apr 2022, 14:44:38 UTC |
| Received | 4 Apr 2022, 18:21:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 29 min 3 sec |
| CPU time | 1 hours 27 min 11 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> 4] : INFO : Epoch 1542 | loss: 0.031175 | val_loss: 0.0311821 | Time: 2735.6 ms [2022-04-04 10:00:36 main:574] : INFO : Epoch 1543 | loss: 0.0311771 | val_loss: 0.0311842 | Time: 2677.02 ms [2022-04-04 10:00:39 main:574] : INFO : Epoch 1544 | loss: 0.031185 | val_loss: 0.0311883 | Time: 2760.83 ms [2022-04-04 10:00:41 main:574] : INFO : Epoch 1545 | loss: 0.0311888 | val_loss: 0.0311867 | Time: 2777.23 ms [2022-04-04 10:00:44 main:574] : INFO : Epoch 1546 | loss: 0.0311855 | val_loss: 0.0311843 | Time: 2721.56 ms [2022-04-04 10:00:47 main:574] : INFO : Epoch 1547 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 2766.43 ms [2022-04-04 10:00:50 main:574] : INFO : Epoch 1548 | loss: 0.0311811 | val_loss: 0.031181 | Time: 2858.33 ms [2022-04-04 10:00:53 main:574] : INFO : Epoch 1549 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2785.58 ms [2022-04-04 10:00:55 main:574] : INFO : Epoch 1550 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2721.03 ms [2022-04-04 10:00:58 main:574] : INFO : Epoch 1551 | loss: 0.0311806 | val_loss: 0.0311825 | Time: 2720.64 ms [2022-04-04 10:01:01 main:574] : INFO : Epoch 1552 | loss: 0.031185 | val_loss: 0.0311815 | Time: 2714.99 ms [2022-04-04 10:01:03 main:574] : INFO : Epoch 1553 | loss: 0.0311826 | val_loss: 0.0311821 | Time: 2719.95 ms [2022-04-04 10:01:06 main:574] : INFO : Epoch 1554 | loss: 0.0311829 | val_loss: 0.031182 | Time: 2725.96 ms [2022-04-04 10:01:09 main:574] : INFO : Epoch 1555 | loss: 0.0311807 | val_loss: 0.0311803 | Time: 2723.51 ms [2022-04-04 10:01:12 main:574] : INFO : Epoch 1556 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2777.12 ms [2022-04-04 10:01:14 main:574] : INFO : Epoch 1557 | loss: 0.0311797 | val_loss: 0.0311805 | Time: 2732.36 ms [2022-04-04 10:01:17 main:574] : INFO : Epoch 1558 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2818.23 ms [2022-04-04 10:01:20 main:574] : INFO : Epoch 1559 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 2744.47 ms [2022-04-04 10:01:23 main:574] : INFO : Epoch 1560 | loss: 0.0311776 | val_loss: 0.031183 | Time: 2707.34 ms [2022-04-04 10:01:25 main:574] : INFO : Epoch 1561 | loss: 0.0311783 | val_loss: 0.0311848 | Time: 2693.05 ms [2022-04-04 10:01:28 main:574] : INFO : Epoch 1562 | loss: 0.0311769 | val_loss: 0.0311814 | Time: 2719.66 ms [2022-04-04 10:01:31 main:574] : INFO : Epoch 1563 | loss: 0.0311756 | val_loss: 0.0311818 | Time: 2772.72 ms [2022-04-04 10:01:34 main:574] : INFO : Epoch 1564 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2728.96 ms [2022-04-04 10:01:36 main:574] : INFO : Epoch 1565 | loss: 0.0311748 | val_loss: 0.0311843 | Time: 2777.74 ms [2022-04-04 10:01:39 main:574] : INFO : Epoch 1566 | loss: 0.0311744 | val_loss: 0.0311827 | Time: 2778.81 ms [2022-04-04 10:01:42 main:574] : INFO : Epoch 1567 | loss: 0.031176 | val_loss: 0.0311825 | Time: 2748.63 ms [2022-04-04 10:01:45 main:574] : INFO : Epoch 1568 | loss: 0.0311745 | val_loss: 0.0311855 | Time: 2773.9 ms [2022-04-04 10:01:47 main:574] : INFO : Epoch 1569 | loss: 0.0311763 | val_loss: 0.031184 | Time: 2715.99 ms [2022-04-04 10:01:50 main:574] : INFO : Epoch 1570 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 2705.06 ms [2022-04-04 10:01:53 main:574] : INFO : Epoch 1571 | loss: 0.031173 | val_loss: 0.0311824 | Time: 2716.76 ms [2022-04-04 10:01:56 main:574] : INFO : Epoch 1572 | loss: 0.0311729 | val_loss: 0.0311835 | Time: 2691.79 ms [2022-04-04 10:01:58 main:574] : INFO : Epoch 1573 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2724.67 ms [2022-04-04 10:02:01 main:574] : INFO : Epoch 1574 | loss: 0.0311749 | val_loss: 0.0311817 | Time: 2757.33 ms [2022-04-04 10:02:04 main:574] : INFO : Epoch 1575 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2729.2 ms [2022-04-04 10:02:07 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 2779.77 ms [2022-04-04 10:02:09 main:574] : INFO : Epoch 1577 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2771.57 ms [2022-04-04 10:02:12 main:574] : INFO : Epoch 1578 | loss: 0.0311726 | val_loss: 0.0311822 | Time: 2755.66 ms [2022-04-04 10:02:15 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 2703.09 ms [2022-04-04 10:02:18 main:574] : INFO : Epoch 1580 | loss: 0.0311724 | val_loss: 0.0311806 | Time: 2702.14 ms [2022-04-04 10:02:20 main:574] : INFO : Epoch 1581 | loss: 0.0311714 | val_loss: 0.0311815 | Time: 2673.92 ms [2022-04-04 10:02:23 main:574] : INFO : Epoch 1582 | loss: 0.0311738 | val_loss: 0.0311829 | Time: 2735.2 ms [2022-04-04 10:02:26 main:574] : INFO : Epoch 1583 | loss: 0.0311729 | val_loss: 0.0311833 | Time: 2760.39 ms [2022-04-04 10:02:28 main:574] : INFO : Epoch 1584 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 2714.6 ms [2022-04-04 10:02:31 main:574] : INFO : Epoch 1585 | loss: 0.0311701 | val_loss: 0.0311822 | Time: 2781.52 ms [2022-04-04 10:02:34 main:574] : INFO : Epoch 1586 | loss: 0.0311714 | val_loss: 0.03118 | Time: 2752.67 ms [2022-04-04 10:02:37 main:574] : INFO : Epoch 1587 | loss: 0.0311701 | val_loss: 0.031181 | Time: 2714.23 ms [2022-04-04 10:02:39 main:574] : INFO : Epoch 1588 | loss: 0.0311699 | val_loss: 0.0311823 | Time: 2703.6 ms [2022-04-04 10:02:42 main:574] : INFO : Epoch 1589 | loss: 0.0311719 | val_loss: 0.0311908 | Time: 2789.85 ms [2022-04-04 10:02:45 main:574] : INFO : Epoch 1590 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 2719.78 ms [2022-04-04 10:02:48 main:574] : INFO : Epoch 1591 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 2685.76 ms [2022-04-04 10:02:50 main:574] : INFO : Epoch 1592 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 2719.67 ms [2022-04-04 10:02:53 main:574] : INFO : Epoch 1593 | loss: 0.031172 | val_loss: 0.0311813 | Time: 2359.87 ms [2022-04-04 10:02:55 main:574] : INFO : Epoch 1594 | loss: 0.0311704 | val_loss: 0.0311817 | Time: 2364.12 ms [2022-04-04 10:02:57 main:574] : INFO : Epoch 1595 | loss: 0.0311703 | val_loss: 0.0311806 | Time: 2411.91 ms [2022-04-04 10:03:00 main:574] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 2366.82 ms [2022-04-04 10:03:02 main:574] : INFO : Epoch 1597 | loss: 0.0311693 | val_loss: 0.0311828 | Time: 2402.26 ms [2022-04-04 10:03:05 main:574] : INFO : Epoch 1598 | loss: 0.0311698 | val_loss: 0.0311828 | Time: 2352.26 ms [2022-04-04 10:03:07 main:574] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311809 | Time: 2338.87 ms [2022-04-04 10:03:09 main:574] : INFO : Epoch 1600 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 2355.95 ms [2022-04-04 10:03:12 main:574] : INFO : Epoch 1601 | loss: 0.0311681 | val_loss: 0.0311836 | Time: 2390.24 ms [2022-04-04 10:03:14 main:574] : INFO : Epoch 1602 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 2379.7 ms [2022-04-04 10:03:16 main:574] : INFO : Epoch 1603 | loss: 0.0311698 | val_loss: 0.0311842 | Time: 2364.67 ms [2022-04-04 10:03:19 main:574] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 2372.75 ms [2022-04-04 10:03:21 main:574] : INFO : Epoch 1605 | loss: 0.0311679 | val_loss: 0.0311816 | Time: 2363.17 ms [2022-04-04 10:03:23 main:574] : INFO : Epoch 1606 | loss: 0.0311686 | val_loss: 0.0311875 | Time: 2340.93 ms [2022-04-04 10:03:26 main:574] : INFO : Epoch 1607 | loss: 0.0311694 | val_loss: 0.0311868 | Time: 2436.97 ms [2022-04-04 10:03:28 main:574] : INFO : Epoch 1608 | loss: 0.0311688 | val_loss: 0.0311818 | Time: 2348.69 ms [2022-04-04 10:03:31 main:574] : INFO : Epoch 1609 | loss: 0.0311669 | val_loss: 0.0311849 | Time: 2422.66 ms [2022-04-04 10:03:33 main:574] : INFO : Epoch 1610 | loss: 0.0311724 | val_loss: 0.0311805 | Time: 2390.16 ms [2022-04-04 10:03:35 main:574] : INFO : Epoch 1611 | loss: 0.0311729 | val_loss: 0.031182 | Time: 2361.52 ms [2022-04-04 10:03:38 main:574] : INFO : Epoch 1612 | loss: 0.0311722 | val_loss: 0.0311832 | Time: 2368.17 ms [2022-04-04 10:03:40 main:574] : INFO : Epoch 1613 | loss: 0.0311716 | val_loss: 0.0311798 | Time: 2382.15 ms [2022-04-04 10:03:43 main:574] : INFO : Epoch 1614 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 2374.03 ms [2022-04-04 10:03:45 main:574] : INFO : Epoch 1615 | loss: 0.0311685 | val_loss: 0.0311803 | Time: 2379.88 ms [2022-04-04 10:03:47 main:574] : INFO : Epoch 1616 | loss: 0.0311691 | val_loss: 0.031183 | Time: 2418.44 ms [2022-04-04 10:03:50 main:574] : INFO : Epoch 1617 | loss: 0.0311688 | val_loss: 0.0311799 | Time: 2398.12 ms [2022-04-04 10:03:52 main:574] : INFO : Epoch 1618 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 2356.06 ms [2022-04-04 10:03:55 main:574] : INFO : Epoch 1619 | loss: 0.0311713 | val_loss: 0.0311832 | Time: 2381.97 ms [2022-04-04 10:03:57 main:574] : INFO : Epoch 1620 | loss: 0.0311703 | val_loss: 0.0311851 | Time: 2354.7 ms [2022-04-04 10:03:59 main:574] : INFO : Epoch 1621 | loss: 0.0311685 | val_loss: 0.0311802 | Time: 2385.95 ms [2022-04-04 10:04:02 main:574] : INFO : Epoch 1622 | loss: 0.0311672 | val_loss: 0.0311811 | Time: 2413.77 ms [2022-04-04 10:04:04 main:574] : INFO : Epoch 1623 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2378.1 ms [2022-04-04 10:04:06 main:574] : INFO : Epoch 1624 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 2430.46 ms [2022-04-04 10:04:09 main:574] : INFO : Epoch 1625 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 2435 ms [2022-04-04 10:04:11 main:574] : INFO : Epoch 1626 | loss: 0.0311672 | val_loss: 0.0311809 | Time: 2418.32 ms [2022-04-04 10:04:14 main:574] : INFO : Epoch 1627 | loss: 0.0311674 | val_loss: 0.0311792 | Time: 2360.27 ms [2022-04-04 10:04:16 main:574] : INFO : Epoch 1628 | loss: 0.0311685 | val_loss: 0.031177 | Time: 2346.04 ms [2022-04-04 10:04:18 main:574] : INFO : Epoch 1629 | loss: 0.0311666 | val_loss: 0.031178 | Time: 2325.07 ms [2022-04-04 10:04:21 main:574] : INFO : Epoch 1630 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 2319.33 ms [2022-04-04 10:04:23 main:574] : INFO : Epoch 1631 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 2337.27 ms [2022-04-04 10:04:25 main:574] : INFO : Epoch 1632 | loss: 0.0311681 | val_loss: 0.0311773 | Time: 2347.3 ms [2022-04-04 10:04:28 main:574] : INFO : Epoch 1633 | loss: 0.0311657 | val_loss: 0.0311804 | Time: 2377.22 ms [2022-04-04 10:04:30 main:574] : INFO : Epoch 1634 | loss: 0.0311658 | val_loss: 0.0311832 | Time: 2351.51 ms [2022-04-04 10:04:32 main:574] : INFO : Epoch 1635 | loss: 0.0311651 | val_loss: 0.0311812 | Time: 2361.8 ms [2022-04-04 10:04:35 main:574] : INFO : Epoch 1636 | loss: 0.0311648 | val_loss: 0.0311798 | Time: 2371.06 ms [2022-04-04 10:04:37 main:574] : INFO : Epoch 1637 | loss: 0.031164 | val_loss: 0.0311791 | Time: 2355.77 ms [2022-04-04 10:04:40 main:574] : INFO : Epoch 1638 | loss: 0.0311652 | val_loss: 0.0311822 | Time: 2398.94 ms [2022-04-04 10:04:42 main:574] : INFO : Epoch 1639 | loss: 0.0311662 | val_loss: 0.0311799 | Time: 2340.89 ms [2022-04-04 10:04:44 main:574] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311828 | Time: 2366.03 ms [2022-04-04 10:04:47 main:574] : INFO : Epoch 1641 | loss: 0.0311637 | val_loss: 0.0311808 | Time: 2445.01 ms [2022-04-04 10:04:49 main:574] : INFO : Epoch 1642 | loss: 0.0311682 | val_loss: 0.0311811 | Time: 2408.79 ms [2022-04-04 10:04:52 main:574] : INFO : Epoch 1643 | loss: 0.0311697 | val_loss: 0.0311805 | Time: 2396.22 ms [2022-04-04 10:04:54 main:574] : INFO : Epoch 1644 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 2343.67 ms [2022-04-04 10:04:56 main:574] : INFO : Epoch 1645 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 2390.67 ms [2022-04-04 10:04:59 main:574] : INFO : Epoch 1646 | loss: 0.0311681 | val_loss: 0.0311805 | Time: 2416.2 ms [2022-04-04 10:05:01 main:574] : INFO : Epoch 1647 | loss: 0.0311696 | val_loss: 0.0311808 | Time: 2343.86 ms [2022-04-04 10:05:03 main:574] : INFO : Epoch 1648 | loss: 0.0311719 | val_loss: 0.0311791 | Time: 2413.54 ms [2022-04-04 10:05:06 main:574] : INFO : Epoch 1649 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2347.32 ms [2022-04-04 10:05:08 main:574] : INFO : Epoch 1650 | loss: 0.031169 | val_loss: 0.0311777 | Time: 2368.05 ms [2022-04-04 10:05:11 main:574] : INFO : Epoch 1651 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 2400.71 ms [2022-04-04 10:05:13 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 2399.08 ms [2022-04-04 10:05:15 main:574] : INFO : Epoch 1653 | loss: 0.0311662 | val_loss: 0.0311797 | Time: 2348.11 ms [2022-04-04 10:05:18 main:574] : INFO : Epoch 1654 | loss: 0.0311664 | val_loss: 0.031179 | Time: 2404.89 ms [2022-04-04 10:05:20 main:574] : INFO : Epoch 1655 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 2338.54 ms [2022-04-04 10:05:22 main:574] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 2361.49 ms [2022-04-04 10:05:25 main:574] : INFO : Epoch 1657 | loss: 0.0311677 | val_loss: 0.0311825 | Time: 2301.57 ms [2022-04-04 10:05:27 main:574] : INFO : Epoch 1658 | loss: 0.0311694 | val_loss: 0.0311839 | Time: 2341.6 ms [2022-04-04 10:05:29 main:574] : INFO : Epoch 1659 | loss: 0.0311691 | val_loss: 0.0311833 | Time: 2328.06 ms [2022-04-04 10:05:32 main:574] : INFO : Epoch 1660 | loss: 0.0311667 | val_loss: 0.0311835 | Time: 2392.81 ms [2022-04-04 10:05:34 main:574] : INFO : Epoch 1661 | loss: 0.0311653 | val_loss: 0.0311792 | Time: 2372.91 ms [2022-04-04 10:05:37 main:574] : INFO : Epoch 1662 | loss: 0.0311645 | val_loss: 0.0311789 | Time: 2307.31 ms [2022-04-04 10:05:39 main:574] : INFO : Epoch 1663 | loss: 0.0311646 | val_loss: 0.0311804 | Time: 2352.11 ms [2022-04-04 10:05:41 main:574] : INFO : Epoch 1664 | loss: 0.0311665 | val_loss: 0.0311854 | Time: 2297.8 ms [2022-04-04 10:05:44 main:574] : INFO : Epoch 1665 | loss: 0.0311702 | val_loss: 0.0311806 | Time: 2356.82 ms [2022-04-04 10:05:46 main:574] : INFO : Epoch 1666 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 2362.57 ms [2022-04-04 10:05:48 main:574] : INFO : Epoch 1667 | loss: 0.0311692 | val_loss: 0.0311798 | Time: 2339.06 ms [2022-04-04 10:05:51 main:574] : INFO : Epoch 1668 | loss: 0.0311672 | val_loss: 0.0311822 | Time: 2369.17 ms [2022-04-04 10:05:53 main:574] : INFO : Epoch 1669 | loss: 0.0311664 | val_loss: 0.0311813 | Time: 2355.08 ms [2022-04-04 10:05:55 main:574] : INFO : Epoch 1670 | loss: 0.0311689 | val_loss: 0.0311807 | Time: 2333.11 ms [2022-04-04 10:05:58 main:574] : INFO : Epoch 1671 | loss: 0.0311669 | val_loss: 0.0311834 | Time: 2355.97 ms [2022-04-04 10:06:00 main:574] : INFO : Epoch 1672 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 2378.26 ms [2022-04-04 10:06:02 main:574] : INFO : Epoch 1673 | loss: 0.0311648 | val_loss: 0.0311786 | Time: 2345.54 ms [2022-04-04 10:06:05 main:574] : INFO : Epoch 1674 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 2348.13 ms [2022-04-04 10:06:07 main:574] : INFO : Epoch 1675 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 2322.34 ms [2022-04-04 10:06:09 main:574] : INFO : Epoch 1676 | loss: 0.0311633 | val_loss: 0.0311788 | Time: 2376.03 ms [2022-04-04 10:06:12 main:574] : INFO : Epoch 1677 | loss: 0.0311654 | val_loss: 0.0311804 | Time: 2319.8 ms [2022-04-04 10:06:14 main:574] : INFO : Epoch 1678 | loss: 0.0311668 | val_loss: 0.0311851 | Time: 2315.41 ms [2022-04-04 10:06:16 main:574] : INFO : Epoch 1679 | loss: 0.0311646 | val_loss: 0.0311812 | Time: 2358.31 ms [2022-04-04 10:06:19 main:574] : INFO : Epoch 1680 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 2425.28 ms [2022-04-04 10:06:21 main:574] : INFO : Epoch 1681 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 2354.36 ms [2022-04-04 10:06:24 main:574] : INFO : Epoch 1682 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 2373.52 ms [2022-04-04 10:06:26 main:574] : INFO : Epoch 1683 | loss: 0.0311609 | val_loss: 0.0311778 | Time: 2359.04 ms [2022-04-04 10:06:28 main:574] : INFO : Epoch 1684 | loss: 0.0311614 | val_loss: 0.03118 | Time: 2384.77 ms [2022-04-04 10:06:31 main:574] : INFO : Epoch 1685 | loss: 0.0311625 | val_loss: 0.03118 | Time: 2397.68 ms [2022-04-04 10:06:33 main:574] : INFO : Epoch 1686 | loss: 0.0311614 | val_loss: 0.0311779 | Time: 2346.14 ms [2022-04-04 10:06:35 main:574] : INFO : Epoch 1687 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 2261.86 ms [2022-04-04 10:06:38 main:574] : INFO : Epoch 1688 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 2369.97 ms [2022-04-04 10:06:40 main:574] : INFO : Epoch 1689 | loss: 0.0311603 | val_loss: 0.0311791 | Time: 2337.77 ms [2022-04-04 10:06:42 main:574] : INFO : Epoch 1690 | loss: 0.0311612 | val_loss: 0.0311801 | Time: 2401.72 ms [2022-04-04 10:06:45 main:574] : INFO : Epoch 1691 | loss: 0.0311622 | val_loss: 0.0311794 | Time: 2346.33 ms [2022-04-04 10:06:47 main:574] : INFO : Epoch 1692 | loss: 0.0311603 | val_loss: 0.0311792 | Time: 2388.08 ms [2022-04-04 10:06:50 main:574] : INFO : Epoch 1693 | loss: 0.0311598 | val_loss: 0.0311815 | Time: 2330.62 ms [2022-04-04 10:06:52 main:574] : INFO : Epoch 1694 | loss: 0.0311606 | val_loss: 0.0311823 | Time: 2372.61 ms [2022-04-04 10:06:54 main:574] : INFO : Epoch 1695 | loss: 0.0311595 | val_loss: 0.0311797 | Time: 2357.28 ms [2022-04-04 10:06:57 main:574] : INFO : Epoch 1696 | loss: 0.0311596 | val_loss: 0.0311817 | Time: 2398.67 ms [2022-04-04 10:06:59 main:574] : INFO : Epoch 1697 | loss: 0.0311617 | val_loss: 0.0311818 | Time: 2339.07 ms [2022-04-04 10:07:01 main:574] : INFO : Epoch 1698 | loss: 0.03116 | val_loss: 0.0311804 | Time: 2321.93 ms [2022-04-04 10:07:04 main:574] : INFO : Epoch 1699 | loss: 0.0311666 | val_loss: 0.0311866 | Time: 2301.06 ms [2022-04-04 10:07:06 main:574] : INFO : Epoch 1700 | loss: 0.0311701 | val_loss: 0.0311838 | Time: 2335.73 ms [2022-04-04 10:07:08 main:574] : INFO : Epoch 1701 | loss: 0.0311665 | val_loss: 0.0311836 | Time: 2344.88 ms [2022-04-04 10:07:11 main:574] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.0311844 | Time: 2383.02 ms [2022-04-04 10:07:13 main:574] : INFO : Epoch 1703 | loss: 0.0311649 | val_loss: 0.0311868 | Time: 2394.33 ms [2022-04-04 10:07:16 main:574] : INFO : Epoch 1704 | loss: 0.0311637 | val_loss: 0.0311846 | Time: 2407.19 ms [2022-04-04 10:07:18 main:574] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311835 | Time: 2348.23 ms [2022-04-04 10:07:20 main:574] : INFO : Epoch 1706 | loss: 0.0311635 | val_loss: 0.0311858 | Time: 2396.39 ms [2022-04-04 10:07:23 main:574] : INFO : Epoch 1707 | loss: 0.0311644 | val_loss: 0.0311855 | Time: 2346.95 ms [2022-04-04 10:07:25 main:574] : INFO : Epoch 1708 | loss: 0.0311631 | val_loss: 0.031186 | Time: 2333.09 ms [2022-04-04 10:07:27 main:574] : INFO : Epoch 1709 | loss: 0.031164 | val_loss: 0.0311834 | Time: 2397.34 ms [2022-04-04 10:07:30 main:574] : INFO : Epoch 1710 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 2299.34 ms [2022-04-04 10:07:32 main:574] : INFO : Epoch 1711 | loss: 0.0311659 | val_loss: 0.0311782 | Time: 2338.31 ms [2022-04-04 10:07:34 main:574] : INFO : Epoch 1712 | loss: 0.0311641 | val_loss: 0.0311807 | Time: 2361.37 ms [2022-04-04 10:07:37 main:574] : INFO : Epoch 1713 | loss: 0.0311648 | val_loss: 0.0311851 | Time: 2373.81 ms [2022-04-04 10:07:39 main:574] : INFO : Epoch 1714 | loss: 0.0311676 | val_loss: 0.0311811 | Time: 2410.07 ms [2022-04-04 10:07:42 main:574] : INFO : Epoch 1715 | loss: 0.0311642 | val_loss: 0.031183 | Time: 2431.21 ms [2022-04-04 10:07:44 main:574] : INFO : Epoch 1716 | loss: 0.0311645 | val_loss: 0.0311859 | Time: 2376.73 ms [2022-04-04 10:07:46 main:574] : INFO : Epoch 1717 | loss: 0.0311653 | val_loss: 0.0311825 | Time: 2365.7 ms [2022-04-04 10:07:49 main:574] : INFO : Epoch 1718 | loss: 0.0311635 | val_loss: 0.0311832 | Time: 2369.9 ms [2022-04-04 10:07:51 main:574] : INFO : Epoch 1719 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 2373.1 ms [2022-04-04 10:07:53 main:574] : INFO : Epoch 1720 | loss: 0.0311615 | val_loss: 0.0311838 | Time: 2373.54 ms [2022-04-04 10:07:56 main:574] : INFO : Epoch 1721 | loss: 0.0311603 | val_loss: 0.0311835 | Time: 2333.26 ms [2022-04-04 10:07:58 main:574] : INFO : Epoch 1722 | loss: 0.0311609 | val_loss: 0.0311842 | Time: 2349.94 ms [2022-04-04 10:08:00 main:574] : INFO : Epoch 1723 | loss: 0.0311616 | val_loss: 0.0311845 | Time: 2358.23 ms [2022-04-04 10:08:03 main:574] : INFO : Epoch 1724 | loss: 0.0311621 | val_loss: 0.0311909 | Time: 2367.42 ms [2022-04-04 10:08:05 main:574] : INFO : Epoch 1725 | loss: 0.0311648 | val_loss: 0.0311864 | Time: 2390.15 ms [2022-04-04 10:08:08 main:574] : INFO : Epoch 1726 | loss: 0.0311643 | val_loss: 0.0311896 | Time: 2410.33 ms [2022-04-04 10:08:10 main:574] : INFO : Epoch 1727 | loss: 0.031163 | val_loss: 0.0311852 | Time: 2375.17 ms [2022-04-04 10:08:12 main:574] : INFO : Epoch 1728 | loss: 0.0311636 | val_loss: 0.0311865 | Time: 2379.69 ms [2022-04-04 10:08:15 main:574] : INFO : Epoch 1729 | loss: 0.0311629 | val_loss: 0.0311853 | Time: 2383.56 ms [2022-04-04 10:08:17 main:574] : INFO : Epoch 1730 | loss: 0.0311625 | val_loss: 0.0311847 | Time: 2326.86 ms [2022-04-04 10:08:19 main:574] : INFO : Epoch 1731 | loss: 0.0311609 | val_loss: 0.0311853 | Time: 2328.44 ms [2022-04-04 10:08:22 main:574] : INFO : Epoch 1732 | loss: 0.0311606 | val_loss: 0.031183 | Time: 2371.89 ms [2022-04-04 10:08:24 main:574] : INFO : Epoch 1733 | loss: 0.0311611 | val_loss: 0.0311831 | Time: 2346.91 ms [2022-04-04 10:08:27 main:574] : INFO : Epoch 1734 | loss: 0.0311613 | val_loss: 0.0311911 | Time: 2405.89 ms [2022-04-04 10:08:29 main:574] : INFO : Epoch 1735 | loss: 0.0311658 | val_loss: 0.0311836 | Time: 2397.53 ms [2022-04-04 10:08:31 main:574] : INFO : Epoch 1736 | loss: 0.0311652 | val_loss: 0.0311861 | Time: 2358.2 ms [2022-04-04 10:08:34 main:574] : INFO : Epoch 1737 | loss: 0.0311661 | val_loss: 0.0311862 | Time: 2421.43 ms [2022-04-04 10:08:36 main:574] : INFO : Epoch 1738 | loss: 0.0311649 | val_loss: 0.0311854 | Time: 2343.51 ms [2022-04-04 10:08:38 main:574] : INFO : Epoch 1739 | loss: 0.0311632 | val_loss: 0.0311836 | Time: 2326.82 ms [2022-04-04 10:08:41 main:574] : INFO : Epoch 1740 | loss: 0.0311624 | val_loss: 0.0311854 | Time: 2351.88 ms [2022-04-04 10:08:43 main:574] : INFO : Epoch 1741 | loss: 0.0311621 | val_loss: 0.0311841 | Time: 2306.47 ms [2022-04-04 10:08:45 main:574] : INFO : Epoch 1742 | loss: 0.0311606 | val_loss: 0.0311847 | Time: 2361.75 ms [2022-04-04 10:08:48 main:574] : INFO : Epoch 1743 | loss: 0.0311638 | val_loss: 0.0311843 | Time: 2367.09 ms [2022-04-04 10:08:50 main:574] : INFO : Epoch 1744 | loss: 0.0311616 | val_loss: 0.0311833 | Time: 2366.51 ms [2022-04-04 10:08:53 main:574] : INFO : Epoch 1745 | loss: 0.0311598 | val_loss: 0.0311914 | Time: 2392.39 ms [2022-04-04 10:08:55 main:574] : INFO : Epoch 1746 | loss: 0.0311705 | val_loss: 0.0312 | Time: 2397.43 ms [2022-04-04 10:08:57 main:574] : INFO : Epoch 1747 | loss: 0.0319078 | val_loss: 0.0314626 | Time: 2369.78 ms [2022-04-04 10:09:00 main:574] : INFO : Epoch 1748 | loss: 0.0341261 | val_loss: 0.0327045 | Time: 2380.28 ms [2022-04-04 10:09:02 main:574] : INFO : Epoch 1749 | loss: 0.0321541 | val_loss: 0.0314049 | Time: 2367.21 ms [2022-04-04 10:09:04 main:574] : INFO : Epoch 1750 | loss: 0.0313532 | val_loss: 0.0312768 | Time: 2354.82 ms [2022-04-04 10:09:07 main:574] : INFO : Epoch 1751 | loss: 0.0312484 | val_loss: 0.0312233 | Time: 2416.33 ms [2022-04-04 10:09:09 main:574] : INFO : Epoch 1752 | loss: 0.0312059 | val_loss: 0.031193 | Time: 2362.24 ms [2022-04-04 10:09:12 main:574] : INFO : Epoch 1753 | loss: 0.0311895 | val_loss: 0.0311888 | Time: 2403.24 ms [2022-04-04 10:09:14 main:574] : INFO : Epoch 1754 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 2373.14 ms [2022-04-04 10:09:16 main:574] : INFO : Epoch 1755 | loss: 0.0311827 | val_loss: 0.0311828 | Time: 2445.18 ms [2022-04-04 10:09:19 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311837 | Time: 2400.3 ms [2022-04-04 10:09:21 main:574] : INFO : Epoch 1757 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2397.85 ms [2022-04-04 10:09:24 main:574] : INFO : Epoch 1758 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2403.5 ms [2022-04-04 10:09:26 main:574] : INFO : Epoch 1759 | loss: 0.0311777 | val_loss: 0.03118 | Time: 2348.11 ms [2022-04-04 10:09:28 main:574] : INFO : Epoch 1760 | loss: 0.0311774 | val_loss: 0.0311793 | Time: 2427.92 ms [2022-04-04 10:09:31 main:574] : INFO : Epoch 1761 | loss: 0.0311766 | val_loss: 0.0311812 | Time: 2399.27 ms [2022-04-04 10:09:33 main:574] : INFO : Epoch 1762 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 2345.42 ms [2022-04-04 10:09:36 main:574] : INFO : Epoch 1763 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2381.88 ms [2022-04-04 10:09:38 main:574] : INFO : Epoch 1764 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 2358.99 ms [2022-04-04 10:09:40 main:574] : INFO : Epoch 1765 | loss: 0.0311732 | val_loss: 0.0311774 | Time: 2356.85 ms [2022-04-04 10:09:43 main:574] : INFO : Epoch 1766 | loss: 0.0311726 | val_loss: 0.0311781 | Time: 2361.27 ms [2022-04-04 10:09:45 main:574] : INFO : Epoch 1767 | loss: 0.0311725 | val_loss: 0.0311776 | Time: 2421.4 ms [2022-04-04 10:09:48 main:574] : INFO : Epoch 1768 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 2442.49 ms [2022-04-04 10:09:50 main:574] : INFO : Epoch 1769 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 2353.44 ms [2022-04-04 10:09:52 main:574] : INFO : Epoch 1770 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 2374.06 ms [2022-04-04 10:09:55 main:574] : INFO : Epoch 1771 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 2350.31 ms [2022-04-04 10:09:57 main:574] : INFO : Epoch 1772 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 2355.91 ms [2022-04-04 10:09:59 main:574] : INFO : Epoch 1773 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 2322.44 ms [2022-04-04 10:10:02 main:574] : INFO : Epoch 1774 | loss: 0.0311692 | val_loss: 0.0311793 | Time: 2413.51 ms [2022-04-04 10:10:04 main:574] : INFO : Epoch 1775 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 2370.98 ms [2022-04-04 10:10:06 main:574] : INFO : Epoch 1776 | loss: 0.03117 | val_loss: 0.0311778 | Time: 2355.73 ms [2022-04-04 10:10:09 main:574] : INFO : Epoch 1777 | loss: 0.0311727 | val_loss: 0.0311802 | Time: 2389.26 ms [2022-04-04 10:10:11 main:574] : INFO : Epoch 1778 | loss: 0.0311697 | val_loss: 0.031179 | Time: 2348.07 ms [2022-04-04 10:10:14 main:574] : INFO : Epoch 1779 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2380.73 ms [2022-04-04 10:10:16 main:574] : INFO : Epoch 1780 | loss: 0.0311677 | val_loss: 0.0311779 | Time: 2349.65 ms [2022-04-04 10:10:18 main:574] : INFO : Epoch 1781 | loss: 0.0311677 | val_loss: 0.031181 | Time: 2382.93 ms [2022-04-04 10:10:21 main:574] : INFO : Epoch 1782 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 2357.98 ms [2022-04-04 10:10:23 main:574] : INFO : Epoch 1783 | loss: 0.031167 | val_loss: 0.0311775 | Time: 2340.61 ms [2022-04-04 10:10:25 main:574] : INFO : Epoch 1784 | loss: 0.0311674 | val_loss: 0.0311798 | Time: 2419.14 ms [2022-04-04 10:10:28 main:574] : INFO : Epoch 1785 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 2398.22 ms [2022-04-04 10:10:30 main:574] : INFO : Epoch 1786 | loss: 0.0311687 | val_loss: 0.0311785 | Time: 2394.09 ms [2022-04-04 10:10:33 main:574] : INFO : Epoch 1787 | loss: 0.0311678 | val_loss: 0.0311789 | Time: 2423.64 ms [2022-04-04 10:10:35 main:574] : INFO : Epoch 1788 | loss: 0.0311673 | val_loss: 0.0311786 | Time: 2434.65 ms [2022-04-04 10:10:37 main:574] : INFO : Epoch 1789 | loss: 0.0311669 | val_loss: 0.0311768 | Time: 2378.34 ms [2022-04-04 10:10:40 main:574] : INFO : Epoch 1790 | loss: 0.0311659 | val_loss: 0.0311792 | Time: 2314.5 ms [2022-04-04 10:10:42 main:574] : INFO : Epoch 1791 | loss: 0.0311655 | val_loss: 0.0311786 | Time: 2371.56 ms [2022-04-04 10:10:45 main:574] : INFO : Epoch 1792 | loss: 0.0311655 | val_loss: 0.0311781 | Time: 2349.74 ms [2022-04-04 10:10:47 main:574] : INFO : Epoch 1793 | loss: 0.031165 | val_loss: 0.0311809 | Time: 2390.14 ms [2022-04-04 10:10:49 main:574] : INFO : Epoch 1794 | loss: 0.0311649 | val_loss: 0.0311818 | Time: 2330.71 ms [2022-04-04 10:10:52 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311827 | Time: 2379.92 ms [2022-04-04 10:10:54 main:574] : INFO : Epoch 1796 | loss: 0.0311628 | val_loss: 0.0311809 | Time: 2435.48 ms [2022-04-04 10:10:56 main:574] : INFO : Epoch 1797 | loss: 0.0311619 | val_loss: 0.0311821 | Time: 2347.29 ms [2022-04-04 10:10:59 main:574] : INFO : Epoch 1798 | loss: 0.0311623 | val_loss: 0.0311795 | Time: 2366.65 ms [2022-04-04 10:11:01 main:574] : INFO : Epoch 1799 | loss: 0.0311623 | val_loss: 0.0311794 | Time: 2427.06 ms [2022-04-04 10:11:04 main:574] : INFO : Epoch 1800 | loss: 0.0311619 | val_loss: 0.0311798 | Time: 2331.76 ms [2022-04-04 10:11:06 main:574] : INFO : Epoch 1801 | loss: 0.0311616 | val_loss: 0.0311804 | Time: 2409.51 ms [2022-04-04 10:11:08 main:574] : INFO : Epoch 1802 | loss: 0.0311609 | val_loss: 0.0311811 | Time: 2408.03 ms [2022-04-04 10:11:11 main:574] : INFO : Epoch 1803 | loss: 0.0311631 | val_loss: 0.0311797 | Time: 2419.72 ms [2022-04-04 10:11:13 main:574] : INFO : Epoch 1804 | loss: 0.031162 | val_loss: 0.0311794 | Time: 2363.16 ms [2022-04-04 10:11:15 main:574] : INFO : Epoch 1805 | loss: 0.0311629 | val_loss: 0.0311802 | Time: 2360.67 ms [2022-04-04 10:11:18 main:574] : INFO : Epoch 1806 | loss: 0.031162 | val_loss: 0.0311833 | Time: 2352.85 ms [2022-04-04 10:11:20 main:574] : INFO : Epoch 1807 | loss: 0.0311616 | val_loss: 0.031182 | Time: 2362.88 ms [2022-04-04 10:11:23 main:574] : INFO : Epoch 1808 | loss: 0.0311612 | val_loss: 0.0311817 | Time: 2395.21 ms [2022-04-04 10:11:25 main:574] : INFO : Epoch 1809 | loss: 0.0311613 | val_loss: 0.0311803 | Time: 2337.93 ms [2022-04-04 10:11:27 main:574] : INFO : Epoch 1810 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 2308.53 ms [2022-04-04 10:11:30 main:574] : INFO : Epoch 1811 | loss: 0.03116 | val_loss: 0.0311806 | Time: 2466.69 ms [2022-04-04 10:11:32 main:574] : INFO : Epoch 1812 | loss: 0.0311604 | val_loss: 0.0311802 | Time: 2363.04 ms [2022-04-04 10:11:35 main:574] : INFO : Epoch 1813 | loss: 0.0311603 | val_loss: 0.0311802 | Time: 2441.79 ms [2022-04-04 10:11:37 main:574] : INFO : Epoch 1814 | loss: 0.0311607 | val_loss: 0.0311817 | Time: 2435.15 ms [2022-04-04 10:11:39 main:574] : INFO : Epoch 1815 | loss: 0.0311591 | val_loss: 0.0311799 | Time: 2401.13 ms [2022-04-04 10:11:42 main:574] : INFO : Epoch 1816 | loss: 0.0311598 | val_loss: 0.0311793 | Time: 2403.79 ms [2022-04-04 10:11:44 main:574] : INFO : Epoch 1817 | loss: 0.0311593 | val_loss: 0.0311796 | Time: 2405.49 ms [2022-04-04 10:11:47 main:574] : INFO : Epoch 1818 | loss: 0.0311581 | val_loss: 0.0311802 | Time: 2443.83 ms [2022-04-04 10:11:49 main:574] : INFO : Epoch 1819 | loss: 0.0311621 | val_loss: 0.031185 | Time: 2399.85 ms [2022-04-04 10:11:51 main:574] : INFO : Epoch 1820 | loss: 0.0311649 | val_loss: 0.0311838 | Time: 2388.06 ms [2022-04-04 10:11:54 main:574] : INFO : Epoch 1821 | loss: 0.0311672 | val_loss: 0.0311818 | Time: 2368.25 ms [2022-04-04 10:11:56 main:574] : INFO : Epoch 1822 | loss: 0.031167 | val_loss: 0.0311819 | Time: 2351.44 ms [2022-04-04 10:11:59 main:574] : INFO : Epoch 1823 | loss: 0.031165 | val_loss: 0.031182 | Time: 2362.21 ms [2022-04-04 10:12:01 main:574] : INFO : Epoch 1824 | loss: 0.0311639 | val_loss: 0.0311839 | Time: 2434.24 ms [2022-04-04 10:12:03 main:574] : INFO : Epoch 1825 | loss: 0.0311651 | val_loss: 0.0311824 | Time: 2365.03 ms [2022-04-04 10:12:06 main:574] : INFO : Epoch 1826 | loss: 0.031167 | val_loss: 0.0311811 | Time: 2396.83 ms [2022-04-04 10:12:08 main:574] : INFO : Epoch 1827 | loss: 0.0311668 | val_loss: 0.031183 | Time: 2369.61 ms [2022-04-04 10:12:10 main:574] : INFO : Epoch 1828 | loss: 0.0311649 | val_loss: 0.0311848 | Time: 2357.22 ms [2022-04-04 10:12:13 main:574] : INFO : Epoch 1829 | loss: 0.0311645 | val_loss: 0.0311839 | Time: 2421.28 ms [2022-04-04 10:12:15 main:574] : INFO : Epoch 1830 | loss: 0.0311646 | val_loss: 0.0311848 | Time: 2369.04 ms [2022-04-04 10:12:18 main:574] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311852 | Time: 2339.8 ms [2022-04-04 10:12:20 main:574] : INFO : Epoch 1832 | loss: 0.0311653 | val_loss: 0.0311847 | Time: 2402.93 ms [2022-04-04 10:12:22 main:574] : INFO : Epoch 1833 | loss: 0.0311632 | val_loss: 0.0311839 | Time: 2413.14 ms [2022-04-04 10:12:25 main:574] : INFO : Epoch 1834 | loss: 0.0311637 | val_loss: 0.031182 | Time: 2465.89 ms [2022-04-04 10:12:27 main:574] : INFO : Epoch 1835 | loss: 0.0311631 | val_loss: 0.0311826 | Time: 2407.34 ms [2022-04-04 10:12:30 main:574] : INFO : Epoch 1836 | loss: 0.031163 | val_loss: 0.0311849 | Time: 2397.46 ms [2022-04-04 10:12:32 main:574] : INFO : Epoch 1837 | loss: 0.0311654 | val_loss: 0.0311819 | Time: 2382.66 ms [2022-04-04 10:12:34 main:574] : INFO : Epoch 1838 | loss: 0.0311647 | val_loss: 0.0311828 | Time: 2391.88 ms [2022-04-04 10:12:37 main:574] : INFO : Epoch 1839 | loss: 0.0311634 | val_loss: 0.031183 | Time: 2352.89 ms [2022-04-04 10:12:39 main:574] : INFO : Epoch 1840 | loss: 0.031162 | val_loss: 0.031186 | Time: 2347.62 ms [2022-04-04 10:12:42 main:574] : INFO : Epoch 1841 | loss: 0.0311653 | val_loss: 0.0311818 | Time: 2517.31 ms [2022-04-04 10:12:44 main:574] : INFO : Epoch 1842 | loss: 0.0311658 | val_loss: 0.0311828 | Time: 2377.08 ms [2022-04-04 10:12:46 main:574] : INFO : Epoch 1843 | loss: 0.0311659 | val_loss: 0.0311842 | Time: 2410.63 ms [2022-04-04 10:12:49 main:574] : INFO : Epoch 1844 | loss: 0.0311657 | val_loss: 0.0311831 | Time: 2408.76 ms [2022-04-04 10:12:51 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.0311839 | Time: 2394.29 ms [2022-04-04 10:12:54 main:574] : INFO : Epoch 1846 | loss: 0.0311667 | val_loss: 0.031185 | Time: 2399.24 ms [2022-04-04 10:12:56 main:574] : INFO : Epoch 1847 | loss: 0.0311654 | val_loss: 0.0311825 | Time: 2385.95 ms [2022-04-04 10:12:58 main:574] : INFO : Epoch 1848 | loss: 0.0311648 | val_loss: 0.0311815 | Time: 2387.69 ms [2022-04-04 10:13:01 main:574] : INFO : Epoch 1849 | loss: 0.0311642 | val_loss: 0.0311816 | Time: 2410.07 ms [2022-04-04 10:13:03 main:574] : INFO : Epoch 1850 | loss: 0.0311643 | val_loss: 0.0311823 | Time: 2379.24 ms [2022-04-04 10:13:06 main:574] : INFO : Epoch 1851 | loss: 0.0311635 | val_loss: 0.0311843 | Time: 2377.71 ms [2022-04-04 10:13:08 main:574] : INFO : Epoch 1852 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 2368.46 ms [2022-04-04 10:13:10 main:574] : INFO : Epoch 1853 | loss: 0.031166 | val_loss: 0.0311826 | Time: 2418.33 ms [2022-04-04 10:13:13 main:574] : INFO : Epoch 1854 | loss: 0.0311658 | val_loss: 0.0311808 | Time: 2381.28 ms [2022-04-04 10:13:15 main:574] : INFO : Epoch 1855 | loss: 0.0311641 | val_loss: 0.0311835 | Time: 2404.35 ms [2022-04-04 10:13:18 main:574] : INFO : Epoch 1856 | loss: 0.0311654 | val_loss: 0.031184 | Time: 2418.77 ms [2022-04-04 10:13:20 main:574] : INFO : Epoch 1857 | loss: 0.0311646 | val_loss: 0.0311795 | Time: 2332.45 ms [2022-04-04 10:13:22 main:574] : INFO : Epoch 1858 | loss: 0.031163 | val_loss: 0.031181 | Time: 2441.21 ms [2022-04-04 10:13:25 main:574] : INFO : Epoch 1859 | loss: 0.0311633 | val_loss: 0.0311813 | Time: 2382.81 ms [2022-04-04 10:13:27 main:574] : INFO : Epoch 1860 | loss: 0.0311638 | val_loss: 0.0311816 | Time: 2314.82 ms [2022-04-04 10:13:30 main:574] : INFO : Epoch 1861 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 2441.57 ms [2022-04-04 10:13:32 main:574] : INFO : Epoch 1862 | loss: 0.0311626 | val_loss: 0.0311799 | Time: 2369.6 ms [2022-04-04 10:13:34 main:574] : INFO : Epoch 1863 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 2458.21 ms [2022-04-04 10:13:37 main:574] : INFO : Epoch 1864 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 2400.61 ms [2022-04-04 10:13:39 main:574] : INFO : Epoch 1865 | loss: 0.0311645 | val_loss: 0.0311822 | Time: 2419.28 ms [2022-04-04 10:13:42 main:574] : INFO : Epoch 1866 | loss: 0.0311636 | val_loss: 0.0311812 | Time: 2404.82 ms [2022-04-04 10:13:44 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311809 | Time: 2378.24 ms [2022-04-04 10:13:46 main:574] : INFO : Epoch 1868 | loss: 0.0311629 | val_loss: 0.0311843 | Time: 2399.25 ms [2022-04-04 10:13:49 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311827 | Time: 2365.37 ms [2022-04-04 10:13:51 main:574] : INFO : Epoch 1870 | loss: 0.0311612 | val_loss: 0.0311827 | Time: 2342.52 ms [2022-04-04 10:13:53 main:574] : INFO : Epoch 1871 | loss: 0.0311608 | val_loss: 0.0311815 | Time: 2390.11 ms [2022-04-04 10:13:56 main:574] : INFO : Epoch 1872 | loss: 0.0311599 | val_loss: 0.0311827 | Time: 2367.67 ms [2022-04-04 10:13:58 main:574] : INFO : Epoch 1873 | loss: 0.0311609 | val_loss: 0.0311826 | Time: 2398.36 ms [2022-04-04 10:14:01 main:574] : INFO : Epoch 1874 | loss: 0.0311599 | val_loss: 0.0311829 | Time: 2440.4 ms [2022-04-04 10:14:03 main:574] : INFO : Epoch 1875 | loss: 0.0311598 | val_loss: 0.0311825 | Time: 2423.03 ms [2022-04-04 10:14:06 main:574] : INFO : Epoch 1876 | loss: 0.0311601 | val_loss: 0.0311834 | Time: 2466.49 ms [2022-04-04 10:14:08 main:574] : INFO : Epoch 1877 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 2447.23 ms [2022-04-04 10:14:10 main:574] : INFO : Epoch 1878 | loss: 0.031164 | val_loss: 0.0311784 | Time: 2397.06 ms [2022-04-04 10:14:13 main:574] : INFO : Epoch 1879 | loss: 0.0311631 | val_loss: 0.031178 | Time: 2343.53 ms [2022-04-04 10:14:15 main:574] : INFO : Epoch 1880 | loss: 0.0311633 | val_loss: 0.0311801 | Time: 2315.78 ms [2022-04-04 10:14:18 main:574] : INFO : Epoch 1881 | loss: 0.0311632 | val_loss: 0.0311819 | Time: 2452.42 ms [2022-04-04 10:14:20 main:574] : INFO : Epoch 1882 | loss: 0.0311632 | val_loss: 0.0311807 | Time: 2454.31 ms [2022-04-04 10:14:22 main:574] : INFO : Epoch 1883 | loss: 0.0311616 | val_loss: 0.0311785 | Time: 2432.98 ms [2022-04-04 10:14:25 main:574] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.0311782 | Time: 2421.62 ms [2022-04-04 10:14:27 main:574] : INFO : Epoch 1885 | loss: 0.0311594 | val_loss: 0.0311786 | Time: 2424.69 ms [2022-04-04 10:14:30 main:574] : INFO : Epoch 1886 | loss: 0.0311595 | val_loss: 0.0311769 | Time: 2376.77 ms [2022-04-04 10:14:32 main:574] : INFO : Epoch 1887 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 2446.11 ms [2022-04-04 10:14:35 main:574] : INFO : Epoch 1888 | loss: 0.0311588 | val_loss: 0.0311765 | Time: 2483.15 ms [2022-04-04 10:14:37 main:574] : INFO : Epoch 1889 | loss: 0.0311583 | val_loss: 0.0311762 | Time: 2378.7 ms [2022-04-04 10:14:39 main:574] : INFO : Epoch 1890 | loss: 0.0311589 | val_loss: 0.0311821 | Time: 2355.1 ms [2022-04-04 10:14:42 main:574] : INFO : Epoch 1891 | loss: 0.0311609 | val_loss: 0.0311807 | Time: 2383.58 ms [2022-04-04 10:14:44 main:574] : INFO : Epoch 1892 | loss: 0.0311591 | val_loss: 0.0311788 | Time: 2373.31 ms [2022-04-04 10:14:47 main:574] : INFO : Epoch 1893 | loss: 0.0311596 | val_loss: 0.0311805 | Time: 2462.43 ms [2022-04-04 10:14:49 main:574] : INFO : Epoch 1894 | loss: 0.0311589 | val_loss: 0.0311796 | Time: 2445.88 ms [2022-04-04 10:14:51 main:574] : INFO : Epoch 1895 | loss: 0.0311606 | val_loss: 0.0311779 | Time: 2388.62 ms [2022-04-04 10:14:54 main:574] : INFO : Epoch 1896 | loss: 0.0311617 | val_loss: 0.0311815 | Time: 2451.9 ms [2022-04-04 10:14:56 main:574] : INFO : Epoch 1897 | loss: 0.0311612 | val_loss: 0.031182 | Time: 2386.52 ms [2022-04-04 10:14:59 main:574] : INFO : Epoch 1898 | loss: 0.0311649 | val_loss: 0.0311796 | Time: 2381.54 ms [2022-04-04 10:15:01 main:574] : INFO : Epoch 1899 | loss: 0.0311655 | val_loss: 0.0311812 | Time: 2382.56 ms [2022-04-04 10:15:03 main:574] : INFO : Epoch 1900 | loss: 0.0311639 | val_loss: 0.0311819 | Time: 2364.75 ms [2022-04-04 10:15:06 main:574] : INFO : Epoch 1901 | loss: 0.0311621 | val_loss: 0.0311827 | Time: 2378.05 ms [2022-04-04 10:15:08 main:574] : INFO : Epoch 1902 | loss: 0.0311615 | val_loss: 0.0311804 | Time: 2390.32 ms [2022-04-04 10:15:11 main:574] : INFO : Epoch 1903 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 2362.2 ms [2022-04-04 10:15:13 main:574] : INFO : Epoch 1904 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 2403.55 ms [2022-04-04 10:15:15 main:574] : INFO : Epoch 1905 | loss: 0.0311597 | val_loss: 0.0311827 | Time: 2538.43 ms [2022-04-04 10:15:18 main:574] : INFO : Epoch 1906 | loss: 0.0311628 | val_loss: 0.0311804 | Time: 2480.36 ms [2022-04-04 10:15:20 main:574] : INFO : Epoch 1907 | loss: 0.031163 | val_loss: 0.0311807 | Time: 2491.07 ms [2022-04-04 10:15:23 main:574] : INFO : Epoch 1908 | loss: 0.0311626 | val_loss: 0.0311825 | Time: 2402.26 ms [2022-04-04 10:15:25 main:574] : INFO : Epoch 1909 | loss: 0.0311651 | val_loss: 0.0311833 | Time: 2428.93 ms [2022-04-04 10:15:28 main:574] : INFO : Epoch 1910 | loss: 0.0311619 | val_loss: 0.0311848 | Time: 2432.58 ms [2022-04-04 10:15:30 main:574] : INFO : Epoch 1911 | loss: 0.0311604 | val_loss: 0.0311838 | Time: 2438.83 ms [2022-04-04 10:15:33 main:574] : INFO : Epoch 1912 | loss: 0.0311613 | val_loss: 0.0311888 | Time: 2466.77 ms [2022-04-04 10:15:35 main:574] : INFO : Epoch 1913 | loss: 0.0311633 | val_loss: 0.0311839 | Time: 2453.56 ms [2022-04-04 10:15:38 main:574] : INFO : Epoch 1914 | loss: 0.0311653 | val_loss: 0.0311824 | Time: 2500.48 ms [2022-04-04 10:15:40 main:574] : INFO : Epoch 1915 | loss: 0.0311656 | val_loss: 0.0311816 | Time: 2491.36 ms [2022-04-04 10:15:42 main:574] : INFO : Epoch 1916 | loss: 0.031168 | val_loss: 0.0311807 | Time: 2436.53 ms [2022-04-04 10:15:45 main:574] : INFO : Epoch 1917 | loss: 0.0311658 | val_loss: 0.0311774 | Time: 2462.77 ms [2022-04-04 10:15:47 main:574] : INFO : Epoch 1918 | loss: 0.031167 | val_loss: 0.0311789 | Time: 2480.72 ms [2022-04-04 10:15:50 main:574] : INFO : Epoch 1919 | loss: 0.0311686 | val_loss: 0.0311842 | Time: 2426.64 ms [2022-04-04 10:15:52 main:574] : INFO : Epoch 1920 | loss: 0.0311649 | val_loss: 0.0311795 | Time: 2478.98 ms [2022-04-04 10:15:55 main:574] : INFO : Epoch 1921 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 2484.69 ms [2022-04-04 10:15:57 main:574] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311786 | Time: 2427.54 ms [2022-04-04 10:16:00 main:574] : INFO : Epoch 1923 | loss: 0.0311638 | val_loss: 0.0311797 | Time: 2464.49 ms [2022-04-04 10:16:02 main:574] : INFO : Epoch 1924 | loss: 0.0311629 | val_loss: 0.03118 | Time: 2443.32 ms [2022-04-04 10:16:05 main:574] : INFO : Epoch 1925 | loss: 0.0311616 | val_loss: 0.0311845 | Time: 2446.24 ms [2022-04-04 10:16:07 main:574] : INFO : Epoch 1926 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 2471.6 ms [2022-04-04 10:16:10 main:574] : INFO : Epoch 1927 | loss: 0.0311616 | val_loss: 0.0311805 | Time: 2477.41 ms [2022-04-04 10:16:12 main:574] : INFO : Epoch 1928 | loss: 0.0311628 | val_loss: 0.0311786 | Time: 2443.98 ms [2022-04-04 10:16:14 main:574] : INFO : Epoch 1929 | loss: 0.031164 | val_loss: 0.0311821 | Time: 2406.32 ms [2022-04-04 10:16:17 main:574] : INFO : Epoch 1930 | loss: 0.0311617 | val_loss: 0.031178 | Time: 2402.13 ms [2022-04-04 10:16:19 main:574] : INFO : Epoch 1931 | loss: 0.0311604 | val_loss: 0.0311803 | Time: 2444.53 ms [2022-04-04 10:16:22 main:574] : INFO : Epoch 1932 | loss: 0.0311602 | val_loss: 0.03118 | Time: 2413.09 ms [2022-04-04 10:16:24 main:574] : INFO : Epoch 1933 | loss: 0.0311614 | val_loss: 0.0311826 | Time: 2434.28 ms [2022-04-04 10:16:27 main:574] : INFO : Epoch 1934 | loss: 0.0311611 | val_loss: 0.0311848 | Time: 2452.27 ms [2022-04-04 10:16:29 main:574] : INFO : Epoch 1935 | loss: 0.031163 | val_loss: 0.031183 | Time: 2436.52 ms [2022-04-04 10:16:31 main:574] : INFO : Epoch 1936 | loss: 0.0311645 | val_loss: 0.0311792 | Time: 2466.31 ms [2022-04-04 10:16:34 main:574] : INFO : Epoch 1937 | loss: 0.031163 | val_loss: 0.0311756 | Time: 2435.57 ms [2022-04-04 10:16:36 main:574] : INFO : Epoch 1938 | loss: 0.031163 | val_loss: 0.0311771 | Time: 2453.39 ms [2022-04-04 10:16:39 main:574] : INFO : Epoch 1939 | loss: 0.031163 | val_loss: 0.0311785 | Time: 2429.1 ms [2022-04-04 10:16:41 main:574] : INFO : Epoch 1940 | loss: 0.0311618 | val_loss: 0.0311848 | Time: 2431.53 ms [2022-04-04 10:16:44 main:574] : INFO : Epoch 1941 | loss: 0.0311672 | val_loss: 0.0311813 | Time: 2474.2 ms [2022-04-04 10:16:46 main:574] : INFO : Epoch 1942 | loss: 0.0311674 | val_loss: 0.031182 | Time: 2441.86 ms [2022-04-04 10:16:49 main:574] : INFO : Epoch 1943 | loss: 0.0311656 | val_loss: 0.0311828 | Time: 2439.49 ms [2022-04-04 10:16:51 main:574] : INFO : Epoch 1944 | loss: 0.0311659 | val_loss: 0.0311853 | Time: 2390.65 ms [2022-04-04 10:16:53 main:574] : INFO : Epoch 1945 | loss: 0.0311648 | val_loss: 0.0311842 | Time: 2429.89 ms [2022-04-04 10:16:56 main:574] : INFO : Epoch 1946 | loss: 0.0311661 | val_loss: 0.0311848 | Time: 2457.28 ms [2022-04-04 10:16:58 main:574] : INFO : Epoch 1947 | loss: 0.0311655 | val_loss: 0.0311804 | Time: 2457.62 ms [2022-04-04 10:17:01 main:574] : INFO : Epoch 1948 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 2501.3 ms [2022-04-04 10:17:03 main:574] : INFO : Epoch 1949 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 2439.71 ms [2022-04-04 10:17:06 main:574] : INFO : Epoch 1950 | loss: 0.031162 | val_loss: 0.0311803 | Time: 2448.19 ms [2022-04-04 10:17:08 main:574] : INFO : Epoch 1951 | loss: 0.0311619 | val_loss: 0.0311824 | Time: 2463.26 ms [2022-04-04 10:17:11 main:574] : INFO : Epoch 1952 | loss: 0.0311628 | val_loss: 0.0311825 | Time: 2452.9 ms [2022-04-04 10:17:13 main:574] : INFO : Epoch 1953 | loss: 0.0311632 | val_loss: 0.0311791 | Time: 2445.16 ms [2022-04-04 10:17:16 main:574] : INFO : Epoch 1954 | loss: 0.0311636 | val_loss: 0.0311821 | Time: 2445.78 ms [2022-04-04 10:17:18 main:574] : INFO : Epoch 1955 | loss: 0.0311634 | val_loss: 0.0311822 | Time: 2428.55 ms [2022-04-04 10:17:20 main:574] : INFO : Epoch 1956 | loss: 0.0311642 | val_loss: 0.0311823 | Time: 2449.49 ms [2022-04-04 10:17:23 main:574] : INFO : Epoch 1957 | loss: 0.0311648 | val_loss: 0.0311818 | Time: 2426.56 ms [2022-04-04 10:17:25 main:574] : INFO : Epoch 1958 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 2443.58 ms [2022-04-04 10:17:28 main:574] : INFO : Epoch 1959 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 2474.06 ms [2022-04-04 10:17:30 main:574] : INFO : Epoch 1960 | loss: 0.0311631 | val_loss: 0.0311798 | Time: 2392.37 ms [2022-04-04 10:17:33 main:574] : INFO : Epoch 1961 | loss: 0.0311626 | val_loss: 0.0311788 | Time: 2598.58 ms [2022-04-04 10:17:35 main:574] : INFO : Epoch 1962 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 2500 ms [2022-04-04 10:17:38 main:574] : INFO : Epoch 1963 | loss: 0.0311614 | val_loss: 0.0311828 | Time: 2496.63 ms [2022-04-04 10:17:40 main:574] : INFO : Epoch 1964 | loss: 0.031165 | val_loss: 0.0311844 | Time: 2430.59 ms [2022-04-04 10:17:43 main:574] : INFO : Epoch 1965 | loss: 0.0311617 | val_loss: 0.031179 | Time: 2405.4 ms [2022-04-04 10:17:45 main:574] : INFO : Epoch 1966 | loss: 0.0311637 | val_loss: 0.0311814 | Time: 2457.09 ms [2022-04-04 10:17:48 main:574] : INFO : Epoch 1967 | loss: 0.0311678 | val_loss: 0.031179 | Time: 2490.91 ms [2022-04-04 10:17:50 main:574] : INFO : Epoch 1968 | loss: 0.0311652 | val_loss: 0.0311819 | Time: 2474.94 ms [2022-04-04 10:17:52 main:574] : INFO : Epoch 1969 | loss: 0.0311625 | val_loss: 0.031182 | Time: 2440.57 ms [2022-04-04 10:17:55 main:574] : INFO : Epoch 1970 | loss: 0.0311615 | val_loss: 0.0311824 | Time: 2440.41 ms [2022-04-04 10:17:57 main:574] : INFO : Epoch 1971 | loss: 0.0311612 | val_loss: 0.0311778 | Time: 2435 ms [2022-04-04 10:18:00 main:574] : INFO : Epoch 1972 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 2436.51 ms [2022-04-04 10:18:02 main:574] : INFO : Epoch 1973 | loss: 0.03117 | val_loss: 0.0311868 | Time: 2493.38 ms [2022-04-04 10:18:05 main:574] : INFO : Epoch 1974 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 2473.22 ms [2022-04-04 10:18:07 main:574] : INFO : Epoch 1975 | loss: 0.0311649 | val_loss: 0.0311782 | Time: 2445.83 ms [2022-04-04 10:18:10 main:574] : INFO : Epoch 1976 | loss: 0.0311616 | val_loss: 0.0311787 | Time: 2431.17 ms [2022-04-04 10:18:12 main:574] : INFO : Epoch 1977 | loss: 0.0311612 | val_loss: 0.0311802 | Time: 2451.72 ms [2022-04-04 10:18:15 main:574] : INFO : Epoch 1978 | loss: 0.0311597 | val_loss: 0.0311791 | Time: 2409.71 ms [2022-04-04 10:18:17 main:574] : INFO : Epoch 1979 | loss: 0.0311601 | val_loss: 0.0311814 | Time: 2436.65 ms [2022-04-04 10:18:19 main:574] : INFO : Epoch 1980 | loss: 0.0311598 | val_loss: 0.031182 | Time: 2428.45 ms [2022-04-04 10:18:22 main:574] : INFO : Epoch 1981 | loss: 0.0311583 | val_loss: 0.0311812 | Time: 2413.75 ms [2022-04-04 10:18:24 main:574] : INFO : Epoch 1982 | loss: 0.0311595 | val_loss: 0.0311802 | Time: 2472.24 ms [2022-04-04 10:18:27 main:574] : INFO : Epoch 1983 | loss: 0.0311611 | val_loss: 0.0311814 | Time: 2470.81 ms [2022-04-04 10:18:29 main:574] : INFO : Epoch 1984 | loss: 0.0311587 | val_loss: 0.0311804 | Time: 2436.75 ms [2022-04-04 10:18:32 main:574] : INFO : Epoch 1985 | loss: 0.0311591 | val_loss: 0.03118 | Time: 2458.59 ms [2022-04-04 10:18:34 main:574] : INFO : Epoch 1986 | loss: 0.031158 | val_loss: 0.0311802 | Time: 2400.21 ms [2022-04-04 10:18:36 main:574] : INFO : Epoch 1987 | loss: 0.0311579 | val_loss: 0.0311808 | Time: 2402.95 ms [2022-04-04 10:18:39 main:574] : INFO : Epoch 1988 | loss: 0.031158 | val_loss: 0.0311832 | Time: 2420.52 ms [2022-04-04 10:18:41 main:574] : INFO : Epoch 1989 | loss: 0.0311608 | val_loss: 0.0311801 | Time: 2487.46 ms [2022-04-04 10:18:44 main:574] : INFO : Epoch 1990 | loss: 0.0311586 | val_loss: 0.0311796 | Time: 2404.06 ms [2022-04-04 10:18:46 main:574] : INFO : Epoch 1991 | loss: 0.0311594 | val_loss: 0.0311852 | Time: 2447.97 ms [2022-04-04 10:18:49 main:574] : INFO : Epoch 1992 | loss: 0.0311571 | val_loss: 0.0311813 | Time: 2535.5 ms [2022-04-04 10:18:51 main:574] : INFO : Epoch 1993 | loss: 0.0311565 | val_loss: 0.0311826 | Time: 2477.28 ms [2022-04-04 10:18:54 main:574] : INFO : Epoch 1994 | loss: 0.0311585 | val_loss: 0.0311812 | Time: 2529.41 ms [2022-04-04 10:18:56 main:574] : INFO : Epoch 1995 | loss: 0.0311599 | val_loss: 0.0311813 | Time: 2424.7 ms [2022-04-04 10:18:59 main:574] : INFO : Epoch 1996 | loss: 0.0311614 | val_loss: 0.0311837 | Time: 2483.11 ms [2022-04-04 10:19:01 main:574] : INFO : Epoch 1997 | loss: 0.0311599 | val_loss: 0.0311771 | Time: 2481.38 ms [2022-04-04 10:19:04 main:574] : INFO : Epoch 1998 | loss: 0.031161 | val_loss: 0.0311869 | Time: 2420.98 ms [2022-04-04 10:19:06 main:574] : INFO : Epoch 1999 | loss: 0.0311592 | val_loss: 0.031182 | Time: 2406.86 ms [2022-04-04 10:19:08 main:574] : INFO : Epoch 2000 | loss: 0.0311581 | val_loss: 0.0311794 | Time: 2431.77 ms [2022-04-04 10:19:11 main:574] : INFO : Epoch 2001 | loss: 0.0311565 | val_loss: 0.0311782 | Time: 2453.32 ms [2022-04-04 10:19:13 main:574] : INFO : Epoch 2002 | loss: 0.0311557 | val_loss: 0.0311862 | Time: 2432.25 ms [2022-04-04 10:19:16 main:574] : INFO : Epoch 2003 | loss: 0.0311562 | val_loss: 0.0311798 | Time: 2492.98 ms [2022-04-04 10:19:18 main:574] : INFO : Epoch 2004 | loss: 0.0311591 | val_loss: 0.0311798 | Time: 2424.12 ms [2022-04-04 10:19:21 main:574] : INFO : Epoch 2005 | loss: 0.0311573 | val_loss: 0.0311835 | Time: 2452.15 ms [2022-04-04 10:19:23 main:574] : INFO : Epoch 2006 | loss: 0.031157 | val_loss: 0.0311804 | Time: 2470.78 ms [2022-04-04 10:19:26 main:574] : INFO : Epoch 2007 | loss: 0.0311567 | val_loss: 0.0311835 | Time: 2461.18 ms [2022-04-04 10:19:28 main:574] : INFO : Epoch 2008 | loss: 0.0311565 | val_loss: 0.0311789 | Time: 2493.12 ms [2022-04-04 10:19:31 main:574] : INFO : Epoch 2009 | loss: 0.0311635 | val_loss: 0.0311825 | Time: 2430.25 ms [2022-04-04 10:19:33 main:574] : INFO : Epoch 2010 | loss: 0.0311596 | val_loss: 0.031181 | Time: 2413.27 ms [2022-04-04 10:19:35 main:574] : INFO : Epoch 2011 | loss: 0.031161 | val_loss: 0.0311827 | Time: 2450.88 ms [2022-04-04 10:19:38 main:574] : INFO : Epoch 2012 | loss: 0.0311608 | val_loss: 0.0311802 | Time: 2454.4 ms [2022-04-04 10:19:40 main:574] : INFO : Epoch 2013 | loss: 0.0311591 | val_loss: 0.031181 | Time: 2450.52 ms [2022-04-04 10:19:43 main:574] : INFO : Epoch 2014 | loss: 0.0311597 | val_loss: 0.0311779 | Time: 2457.52 ms [2022-04-04 10:19:45 main:574] : INFO : Epoch 2015 | loss: 0.0311583 | val_loss: 0.031184 | Time: 2475.37 ms [2022-04-04 10:19:48 main:574] : INFO : Epoch 2016 | loss: 0.0311579 | val_loss: 0.031184 | Time: 2470.68 ms [2022-04-04 10:19:50 main:574] : INFO : Epoch 2017 | loss: 0.0311591 | val_loss: 0.0311808 | Time: 2467.35 ms [2022-04-04 10:19:53 main:574] : INFO : Epoch 2018 | loss: 0.0311604 | val_loss: 0.0311808 | Time: 2449.44 ms [2022-04-04 10:19:55 main:574] : INFO : Epoch 2019 | loss: 0.0311597 | val_loss: 0.0311777 | Time: 2587.36 ms [2022-04-04 10:19:58 main:574] : INFO : Epoch 2020 | loss: 0.0311603 | val_loss: 0.0311802 | Time: 2471.05 ms [2022-04-04 10:20:00 main:574] : INFO : Epoch 2021 | loss: 0.0311583 | val_loss: 0.0311789 | Time: 2512.75 ms [2022-04-04 10:20:03 main:574] : INFO : Epoch 2022 | loss: 0.0311578 | val_loss: 0.0311847 | Time: 2487.34 ms [2022-04-04 10:20:05 main:574] : INFO : Epoch 2023 | loss: 0.0311576 | val_loss: 0.0311777 | Time: 2534.82 ms [2022-04-04 10:20:08 main:574] : INFO : Epoch 2024 | loss: 0.0311553 | val_loss: 0.0311799 | Time: 2511.28 ms [2022-04-04 10:20:10 main:574] : INFO : Epoch 2025 | loss: 0.031156 | val_loss: 0.0311798 | Time: 2541.68 ms [2022-04-04 10:20:13 main:574] : INFO : Epoch 2026 | loss: 0.0311578 | val_loss: 0.0311819 | Time: 2502.23 ms [2022-04-04 10:20:15 main:574] : INFO : Epoch 2027 | loss: 0.0311574 | val_loss: 0.0311815 | Time: 2481.48 ms [2022-04-04 10:20:18 main:574] : INFO : Epoch 2028 | loss: 0.0311586 | val_loss: 0.0311872 | Time: 2497.26 ms [2022-04-04 10:20:20 main:574] : INFO : Epoch 2029 | loss: 0.0311562 | val_loss: 0.0311809 | Time: 2437.01 ms [2022-04-04 10:20:23 main:574] : INFO : Epoch 2030 | loss: 0.0311567 | val_loss: 0.0311871 | Time: 2460.73 ms [2022-04-04 10:20:25 main:574] : INFO : Epoch 2031 | loss: 0.0311565 | val_loss: 0.0311844 | Time: 2508.9 ms [2022-04-04 10:20:28 main:574] : INFO : Epoch 2032 | loss: 0.0311547 | val_loss: 0.0311842 | Time: 2545.41 ms [2022-04-04 10:20:30 main:574] : INFO : Epoch 2033 | loss: 0.0311556 | val_loss: 0.0311822 | Time: 2500.2 ms [2022-04-04 10:20:33 main:574] : INFO : Epoch 2034 | loss: 0.0311571 | val_loss: 0.0311802 | Time: 2487.3 ms [2022-04-04 10:20:35 main:574] : INFO : Epoch 2035 | loss: 0.031156 | val_loss: 0.0311821 | Time: 2443.48 ms [2022-04-04 10:20:38 main:574] : INFO : Epoch 2036 | loss: 0.0311559 | val_loss: 0.0311821 | Time: 2513.92 ms [2022-04-04 10:20:40 main:574] : INFO : Epoch 2037 | loss: 0.0311562 | val_loss: 0.0311802 | Time: 2511.89 ms [2022-04-04 10:20:43 main:574] : INFO : Epoch 2038 | loss: 0.031156 | val_loss: 0.0311816 | Time: 2494.11 ms [2022-04-04 10:20:45 main:574] : INFO : Epoch 2039 | loss: 0.0311547 | val_loss: 0.0311808 | Time: 2466.94 ms [2022-04-04 10:20:48 main:574] : INFO : Epoch 2040 | loss: 0.0311556 | val_loss: 0.0311795 | Time: 2510.27 ms [2022-04-04 10:20:50 main:574] : INFO : Epoch 2041 | loss: 0.0311563 | val_loss: 0.0311835 | Time: 2505.53 ms [2022-04-04 10:20:53 main:574] : INFO : Epoch 2042 | loss: 0.0311554 | val_loss: 0.0311791 | Time: 2566.79 ms [2022-04-04 10:20:55 main:574] : INFO : Epoch 2043 | loss: 0.0311598 | val_loss: 0.031177 | Time: 2568.81 ms [2022-04-04 10:20:58 main:574] : INFO : Epoch 2044 | loss: 0.0311614 | val_loss: 0.0311786 | Time: 2538.79 ms [2022-04-04 10:21:00 main:574] : INFO : Epoch 2045 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 2516.41 ms [2022-04-04 10:21:03 main:574] : INFO : Epoch 2046 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 2530.49 ms [2022-04-04 10:21:05 main:574] : INFO : Epoch 2047 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 2507.53 ms [2022-04-04 10:21:08 main:574] : INFO : Epoch 2048 | loss: 0.0311605 | val_loss: 0.0311812 | Time: 2514.64 ms [2022-04-04 10:21:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311812 [2022-04-04 10:21:08 main:603] : INFO : Saving end state to config to file [2022-04-04 10:21:08 main:608] : INFO : Success, exiting.. 10:21:08 (5680): 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)