Task 14381530
| Name | ParityModified-1647040654-25245-3-0_1 |
| Workunit | 11101184 |
| Created | 5 Apr 2022, 13:32:48 UTC |
| Sent | 5 Apr 2022, 14:35:15 UTC |
| Report deadline | 13 Apr 2022, 14:35:15 UTC |
| Received | 5 Apr 2022, 16:52:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 28 min 40 sec |
| CPU time | 1 hours 27 min |
| 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 | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.031188 | val_loss: 0.0311935 | Time: 2768.91 ms [2022-04-05 08:57:43 main:574] : INFO : Epoch 1543 | loss: 0.0311865 | val_loss: 0.0311843 | Time: 2826.87 ms [2022-04-05 08:57:46 main:574] : INFO : Epoch 1544 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 2733.57 ms [2022-04-05 08:57:48 main:574] : INFO : Epoch 1545 | loss: 0.0311853 | val_loss: 0.0311844 | Time: 2681.23 ms [2022-04-05 08:57:51 main:574] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311867 | Time: 2701.76 ms [2022-04-05 08:57:54 main:574] : INFO : Epoch 1547 | loss: 0.031187 | val_loss: 0.0311849 | Time: 2669.03 ms [2022-04-05 08:57:56 main:574] : INFO : Epoch 1548 | loss: 0.0311853 | val_loss: 0.0311865 | Time: 2672.11 ms [2022-04-05 08:57:59 main:574] : INFO : Epoch 1549 | loss: 0.0311884 | val_loss: 0.0311849 | Time: 2730.88 ms [2022-04-05 08:58:02 main:574] : INFO : Epoch 1550 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 2735.31 ms [2022-04-05 08:58:05 main:574] : INFO : Epoch 1551 | loss: 0.0311938 | val_loss: 0.0311852 | Time: 2724.13 ms [2022-04-05 08:58:07 main:574] : INFO : Epoch 1552 | loss: 0.0311884 | val_loss: 0.0311841 | Time: 2734.41 ms [2022-04-05 08:58:10 main:574] : INFO : Epoch 1553 | loss: 0.0311854 | val_loss: 0.0311863 | Time: 2763.93 ms [2022-04-05 08:58:13 main:574] : INFO : Epoch 1554 | loss: 0.0311882 | val_loss: 0.0312005 | Time: 2752.96 ms [2022-04-05 08:58:16 main:574] : INFO : Epoch 1555 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 2715.7 ms [2022-04-05 08:58:18 main:574] : INFO : Epoch 1556 | loss: 0.0311864 | val_loss: 0.0311866 | Time: 2710.81 ms [2022-04-05 08:58:21 main:574] : INFO : Epoch 1557 | loss: 0.0311849 | val_loss: 0.0311851 | Time: 2671.92 ms [2022-04-05 08:58:24 main:574] : INFO : Epoch 1558 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 2669.88 ms [2022-04-05 08:58:26 main:574] : INFO : Epoch 1559 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 2756.1 ms [2022-04-05 08:58:29 main:574] : INFO : Epoch 1560 | loss: 0.0311825 | val_loss: 0.0311831 | Time: 2741.68 ms [2022-04-05 08:58:32 main:574] : INFO : Epoch 1561 | loss: 0.0311841 | val_loss: 0.0311879 | Time: 2713.96 ms [2022-04-05 08:58:35 main:574] : INFO : Epoch 1562 | loss: 0.0311872 | val_loss: 0.0311834 | Time: 2717.83 ms [2022-04-05 08:58:37 main:574] : INFO : Epoch 1563 | loss: 0.0311899 | val_loss: 0.0311833 | Time: 2768.75 ms [2022-04-05 08:58:40 main:574] : INFO : Epoch 1564 | loss: 0.0311847 | val_loss: 0.0311834 | Time: 2709.99 ms [2022-04-05 08:58:43 main:574] : INFO : Epoch 1565 | loss: 0.0311827 | val_loss: 0.0311833 | Time: 2741.13 ms [2022-04-05 08:58:45 main:574] : INFO : Epoch 1566 | loss: 0.0311831 | val_loss: 0.0311831 | Time: 2617.91 ms [2022-04-05 08:58:48 main:574] : INFO : Epoch 1567 | loss: 0.0311822 | val_loss: 0.0311828 | Time: 2584.62 ms [2022-04-05 08:58:51 main:574] : INFO : Epoch 1568 | loss: 0.0311834 | val_loss: 0.0311828 | Time: 2728.01 ms [2022-04-05 08:58:53 main:574] : INFO : Epoch 1569 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 2699.69 ms [2022-04-05 08:58:56 main:574] : INFO : Epoch 1570 | loss: 0.0311843 | val_loss: 0.0311915 | Time: 2737.05 ms [2022-04-05 08:58:59 main:574] : INFO : Epoch 1571 | loss: 0.0311857 | val_loss: 0.0311834 | Time: 2766.29 ms [2022-04-05 08:59:02 main:574] : INFO : Epoch 1572 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 2725.15 ms [2022-04-05 08:59:04 main:574] : INFO : Epoch 1573 | loss: 0.0311844 | val_loss: 0.0311879 | Time: 2752.66 ms [2022-04-05 08:59:07 main:574] : INFO : Epoch 1574 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 2756.4 ms [2022-04-05 08:59:10 main:574] : INFO : Epoch 1575 | loss: 0.0311842 | val_loss: 0.0311834 | Time: 2663.03 ms [2022-04-05 08:59:12 main:574] : INFO : Epoch 1576 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2618.02 ms [2022-04-05 08:59:15 main:574] : INFO : Epoch 1577 | loss: 0.031185 | val_loss: 0.0311839 | Time: 2645.36 ms [2022-04-05 08:59:18 main:574] : INFO : Epoch 1578 | loss: 0.0311836 | val_loss: 0.0311847 | Time: 2705.29 ms [2022-04-05 08:59:20 main:574] : INFO : Epoch 1579 | loss: 0.0311818 | val_loss: 0.0311825 | Time: 2725.3 ms [2022-04-05 08:59:23 main:574] : INFO : Epoch 1580 | loss: 0.031182 | val_loss: 0.0311833 | Time: 2820.08 ms [2022-04-05 08:59:26 main:574] : INFO : Epoch 1581 | loss: 0.0311829 | val_loss: 0.0311901 | Time: 2748.38 ms [2022-04-05 08:59:29 main:574] : INFO : Epoch 1582 | loss: 0.0311852 | val_loss: 0.031183 | Time: 2756.42 ms [2022-04-05 08:59:32 main:574] : INFO : Epoch 1583 | loss: 0.031186 | val_loss: 0.0311843 | Time: 2801.27 ms [2022-04-05 08:59:34 main:574] : INFO : Epoch 1584 | loss: 0.0311889 | val_loss: 0.0311961 | Time: 2674.95 ms [2022-04-05 08:59:37 main:574] : INFO : Epoch 1585 | loss: 0.0311885 | val_loss: 0.0311833 | Time: 2637.3 ms [2022-04-05 08:59:40 main:574] : INFO : Epoch 1586 | loss: 0.0311818 | val_loss: 0.0311822 | Time: 2645.14 ms [2022-04-05 08:59:42 main:574] : INFO : Epoch 1587 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2710.83 ms [2022-04-05 08:59:45 main:574] : INFO : Epoch 1588 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 2755.35 ms [2022-04-05 08:59:48 main:574] : INFO : Epoch 1589 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 2710.27 ms [2022-04-05 08:59:51 main:574] : INFO : Epoch 1590 | loss: 0.0311806 | val_loss: 0.0311854 | Time: 2740.44 ms [2022-04-05 08:59:53 main:574] : INFO : Epoch 1591 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 2729.72 ms [2022-04-05 08:59:56 main:574] : INFO : Epoch 1592 | loss: 0.0311814 | val_loss: 0.0311863 | Time: 2674.4 ms [2022-04-05 08:59:59 main:574] : INFO : Epoch 1593 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 2753.26 ms [2022-04-05 09:00:01 main:574] : INFO : Epoch 1594 | loss: 0.0311801 | val_loss: 0.031183 | Time: 2659.1 ms [2022-04-05 09:00:04 main:574] : INFO : Epoch 1595 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 2615.93 ms [2022-04-05 09:00:07 main:574] : INFO : Epoch 1596 | loss: 0.031187 | val_loss: 0.0311837 | Time: 2687.74 ms [2022-04-05 09:00:09 main:574] : INFO : Epoch 1597 | loss: 0.0311856 | val_loss: 0.0311918 | Time: 2719.34 ms [2022-04-05 09:00:12 main:574] : INFO : Epoch 1598 | loss: 0.0311838 | val_loss: 0.0311845 | Time: 2817.06 ms [2022-04-05 09:00:15 main:574] : INFO : Epoch 1599 | loss: 0.0311831 | val_loss: 0.0311849 | Time: 2786.6 ms [2022-04-05 09:00:18 main:574] : INFO : Epoch 1600 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 2787.41 ms [2022-04-05 09:00:21 main:574] : INFO : Epoch 1601 | loss: 0.0311838 | val_loss: 0.0311823 | Time: 2798.69 ms [2022-04-05 09:00:23 main:574] : INFO : Epoch 1602 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 2719.78 ms [2022-04-05 09:00:26 main:574] : INFO : Epoch 1603 | loss: 0.031181 | val_loss: 0.0311829 | Time: 2751.74 ms [2022-04-05 09:00:29 main:574] : INFO : Epoch 1604 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 2632.14 ms [2022-04-05 09:00:31 main:574] : INFO : Epoch 1605 | loss: 0.0311811 | val_loss: 0.0311826 | Time: 2734.63 ms [2022-04-05 09:00:34 main:574] : INFO : Epoch 1606 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2720.39 ms [2022-04-05 09:00:37 main:574] : INFO : Epoch 1607 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 2727.63 ms [2022-04-05 09:00:40 main:574] : INFO : Epoch 1608 | loss: 0.0311825 | val_loss: 0.0311828 | Time: 2743.73 ms [2022-04-05 09:00:42 main:574] : INFO : Epoch 1609 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 2682.67 ms [2022-04-05 09:00:45 main:574] : INFO : Epoch 1610 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 2745.33 ms [2022-04-05 09:00:48 main:574] : INFO : Epoch 1611 | loss: 0.031183 | val_loss: 0.0311846 | Time: 2795.55 ms [2022-04-05 09:00:51 main:574] : INFO : Epoch 1612 | loss: 0.0311822 | val_loss: 0.0311832 | Time: 2692.87 ms [2022-04-05 09:00:53 main:574] : INFO : Epoch 1613 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 2773.49 ms [2022-04-05 09:00:56 main:574] : INFO : Epoch 1614 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 2752.48 ms [2022-04-05 09:00:59 main:574] : INFO : Epoch 1615 | loss: 0.0311786 | val_loss: 0.0311811 | Time: 2633.75 ms [2022-04-05 09:01:01 main:574] : INFO : Epoch 1616 | loss: 0.0311785 | val_loss: 0.0311812 | Time: 2731.07 ms [2022-04-05 09:01:04 main:574] : INFO : Epoch 1617 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 2725.84 ms [2022-04-05 09:01:07 main:574] : INFO : Epoch 1618 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 2740.34 ms [2022-04-05 09:01:10 main:574] : INFO : Epoch 1619 | loss: 0.0311796 | val_loss: 0.031189 | Time: 2793.65 ms [2022-04-05 09:01:12 main:574] : INFO : Epoch 1620 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 2737.12 ms [2022-04-05 09:01:15 main:574] : INFO : Epoch 1621 | loss: 0.0311797 | val_loss: 0.0311811 | Time: 2714.61 ms [2022-04-05 09:01:18 main:574] : INFO : Epoch 1622 | loss: 0.0311794 | val_loss: 0.0311808 | Time: 2714.84 ms [2022-04-05 09:01:21 main:574] : INFO : Epoch 1623 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2672.48 ms [2022-04-05 09:01:23 main:574] : INFO : Epoch 1624 | loss: 0.0311796 | val_loss: 0.0311811 | Time: 2696.2 ms [2022-04-05 09:01:26 main:574] : INFO : Epoch 1625 | loss: 0.0311816 | val_loss: 0.0311824 | Time: 2693.1 ms [2022-04-05 09:01:29 main:574] : INFO : Epoch 1626 | loss: 0.0311803 | val_loss: 0.0311814 | Time: 2715.87 ms [2022-04-05 09:01:31 main:574] : INFO : Epoch 1627 | loss: 0.0311779 | val_loss: 0.0311817 | Time: 2776.88 ms [2022-04-05 09:01:34 main:574] : INFO : Epoch 1628 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 2736.05 ms [2022-04-05 09:01:37 main:574] : INFO : Epoch 1629 | loss: 0.03118 | val_loss: 0.0311829 | Time: 2704.32 ms [2022-04-05 09:01:40 main:574] : INFO : Epoch 1630 | loss: 0.0311806 | val_loss: 0.0311831 | Time: 2756.38 ms [2022-04-05 09:01:42 main:574] : INFO : Epoch 1631 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 2692.79 ms [2022-04-05 09:01:45 main:574] : INFO : Epoch 1632 | loss: 0.0311805 | val_loss: 0.031181 | Time: 2695.46 ms [2022-04-05 09:01:48 main:574] : INFO : Epoch 1633 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 2683.13 ms [2022-04-05 09:01:50 main:574] : INFO : Epoch 1634 | loss: 0.0311815 | val_loss: 0.0311829 | Time: 2668.78 ms [2022-04-05 09:01:53 main:574] : INFO : Epoch 1635 | loss: 0.03118 | val_loss: 0.0311827 | Time: 2684.18 ms [2022-04-05 09:01:56 main:574] : INFO : Epoch 1636 | loss: 0.0311794 | val_loss: 0.0311813 | Time: 2778.24 ms [2022-04-05 09:01:59 main:574] : INFO : Epoch 1637 | loss: 0.031178 | val_loss: 0.0311805 | Time: 2726.99 ms [2022-04-05 09:02:01 main:574] : INFO : Epoch 1638 | loss: 0.031178 | val_loss: 0.0311846 | Time: 2788.24 ms [2022-04-05 09:02:04 main:574] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.0311822 | Time: 2691.6 ms [2022-04-05 09:02:07 main:574] : INFO : Epoch 1640 | loss: 0.0311771 | val_loss: 0.0311854 | Time: 2732.31 ms [2022-04-05 09:02:10 main:574] : INFO : Epoch 1641 | loss: 0.0311771 | val_loss: 0.0311808 | Time: 2726.71 ms [2022-04-05 09:02:12 main:574] : INFO : Epoch 1642 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 2673.65 ms [2022-04-05 09:02:15 main:574] : INFO : Epoch 1643 | loss: 0.0311793 | val_loss: 0.0311815 | Time: 2622.21 ms [2022-04-05 09:02:17 main:574] : INFO : Epoch 1644 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 2666.6 ms [2022-04-05 09:02:20 main:574] : INFO : Epoch 1645 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 2750.94 ms [2022-04-05 09:02:23 main:574] : INFO : Epoch 1646 | loss: 0.031177 | val_loss: 0.0311811 | Time: 2715.64 ms [2022-04-05 09:02:26 main:574] : INFO : Epoch 1647 | loss: 0.031176 | val_loss: 0.0311795 | Time: 2749.43 ms [2022-04-05 09:02:29 main:574] : INFO : Epoch 1648 | loss: 0.0311775 | val_loss: 0.031187 | Time: 2794.17 ms [2022-04-05 09:02:31 main:574] : INFO : Epoch 1649 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 2729.62 ms [2022-04-05 09:02:34 main:574] : INFO : Epoch 1650 | loss: 0.0311746 | val_loss: 0.03118 | Time: 2733.01 ms [2022-04-05 09:02:37 main:574] : INFO : Epoch 1651 | loss: 0.031176 | val_loss: 0.03118 | Time: 2714.17 ms [2022-04-05 09:02:39 main:574] : INFO : Epoch 1652 | loss: 0.0311754 | val_loss: 0.0311795 | Time: 2660.69 ms [2022-04-05 09:02:42 main:574] : INFO : Epoch 1653 | loss: 0.0311757 | val_loss: 0.0311801 | Time: 2704.99 ms [2022-04-05 09:02:45 main:574] : INFO : Epoch 1654 | loss: 0.0311751 | val_loss: 0.0311821 | Time: 2695.91 ms [2022-04-05 09:02:48 main:574] : INFO : Epoch 1655 | loss: 0.0311768 | val_loss: 0.0311785 | Time: 2766.2 ms [2022-04-05 09:02:50 main:574] : INFO : Epoch 1656 | loss: 0.0311795 | val_loss: 0.0311882 | Time: 2727.88 ms [2022-04-05 09:02:53 main:574] : INFO : Epoch 1657 | loss: 0.0311766 | val_loss: 0.0311813 | Time: 2719.09 ms [2022-04-05 09:02:56 main:574] : INFO : Epoch 1658 | loss: 0.0311779 | val_loss: 0.031187 | Time: 2707.01 ms [2022-04-05 09:02:58 main:574] : INFO : Epoch 1659 | loss: 0.0311776 | val_loss: 0.0311858 | Time: 2744.77 ms [2022-04-05 09:03:01 main:574] : INFO : Epoch 1660 | loss: 0.031177 | val_loss: 0.0311819 | Time: 2728.72 ms [2022-04-05 09:03:04 main:574] : INFO : Epoch 1661 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 2612.29 ms [2022-04-05 09:03:06 main:574] : INFO : Epoch 1662 | loss: 0.031177 | val_loss: 0.0311808 | Time: 2681.19 ms [2022-04-05 09:03:09 main:574] : INFO : Epoch 1663 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 2646.21 ms [2022-04-05 09:03:12 main:574] : INFO : Epoch 1664 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 2699.2 ms [2022-04-05 09:03:15 main:574] : INFO : Epoch 1665 | loss: 0.0311785 | val_loss: 0.0311787 | Time: 2782.24 ms [2022-04-05 09:03:17 main:574] : INFO : Epoch 1666 | loss: 0.0311784 | val_loss: 0.03118 | Time: 2734.97 ms [2022-04-05 09:03:20 main:574] : INFO : Epoch 1667 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 2772.02 ms [2022-04-05 09:03:23 main:574] : INFO : Epoch 1668 | loss: 0.0311789 | val_loss: 0.0311861 | Time: 2724.97 ms [2022-04-05 09:03:26 main:574] : INFO : Epoch 1669 | loss: 0.0311745 | val_loss: 0.0311796 | Time: 2730.79 ms [2022-04-05 09:03:28 main:574] : INFO : Epoch 1670 | loss: 0.0311762 | val_loss: 0.0311927 | Time: 2694.07 ms [2022-04-05 09:03:31 main:574] : INFO : Epoch 1671 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 2668.65 ms [2022-04-05 09:03:34 main:574] : INFO : Epoch 1672 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 2640.2 ms [2022-04-05 09:03:36 main:574] : INFO : Epoch 1673 | loss: 0.0311756 | val_loss: 0.03118 | Time: 2701.57 ms [2022-04-05 09:03:39 main:574] : INFO : Epoch 1674 | loss: 0.0311742 | val_loss: 0.03118 | Time: 2673.86 ms [2022-04-05 09:03:42 main:574] : INFO : Epoch 1675 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 2736.67 ms [2022-04-05 09:03:44 main:574] : INFO : Epoch 1676 | loss: 0.031172 | val_loss: 0.0311819 | Time: 2764.47 ms [2022-04-05 09:03:47 main:574] : INFO : Epoch 1677 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 2657.49 ms [2022-04-05 09:03:50 main:574] : INFO : Epoch 1678 | loss: 0.031178 | val_loss: 0.0311774 | Time: 2746.49 ms [2022-04-05 09:03:53 main:574] : INFO : Epoch 1679 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2780.55 ms [2022-04-05 09:03:55 main:574] : INFO : Epoch 1680 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 2692.08 ms [2022-04-05 09:03:58 main:574] : INFO : Epoch 1681 | loss: 0.0311737 | val_loss: 0.031183 | Time: 2644.1 ms [2022-04-05 09:04:01 main:574] : INFO : Epoch 1682 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 2663.65 ms [2022-04-05 09:04:03 main:574] : INFO : Epoch 1683 | loss: 0.0311749 | val_loss: 0.031188 | Time: 2708.58 ms [2022-04-05 09:04:06 main:574] : INFO : Epoch 1684 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 2746.5 ms [2022-04-05 09:04:09 main:574] : INFO : Epoch 1685 | loss: 0.0311729 | val_loss: 0.031186 | Time: 2702.75 ms [2022-04-05 09:04:12 main:574] : INFO : Epoch 1686 | loss: 0.031174 | val_loss: 0.0311784 | Time: 2740.16 ms [2022-04-05 09:04:14 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 2617.7 ms [2022-04-05 09:04:17 main:574] : INFO : Epoch 1688 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 2770.15 ms [2022-04-05 09:04:20 main:574] : INFO : Epoch 1689 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 2713.77 ms [2022-04-05 09:04:22 main:574] : INFO : Epoch 1690 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2667.05 ms [2022-04-05 09:04:25 main:574] : INFO : Epoch 1691 | loss: 0.0311714 | val_loss: 0.0311785 | Time: 2643.56 ms [2022-04-05 09:04:28 main:574] : INFO : Epoch 1692 | loss: 0.0311701 | val_loss: 0.0311824 | Time: 2715.31 ms [2022-04-05 09:04:30 main:574] : INFO : Epoch 1693 | loss: 0.0311697 | val_loss: 0.0311811 | Time: 2670.3 ms [2022-04-05 09:04:33 main:574] : INFO : Epoch 1694 | loss: 0.0311702 | val_loss: 0.0311807 | Time: 2788.2 ms [2022-04-05 09:04:36 main:574] : INFO : Epoch 1695 | loss: 0.0311714 | val_loss: 0.0311856 | Time: 2796.7 ms [2022-04-05 09:04:39 main:574] : INFO : Epoch 1696 | loss: 0.0311717 | val_loss: 0.0311944 | Time: 2735.38 ms [2022-04-05 09:04:41 main:574] : INFO : Epoch 1697 | loss: 0.031178 | val_loss: 0.031182 | Time: 2760.17 ms [2022-04-05 09:04:44 main:574] : INFO : Epoch 1698 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 2702.45 ms [2022-04-05 09:04:47 main:574] : INFO : Epoch 1699 | loss: 0.0311727 | val_loss: 0.0311789 | Time: 2669.05 ms [2022-04-05 09:04:50 main:574] : INFO : Epoch 1700 | loss: 0.0311707 | val_loss: 0.0311803 | Time: 2673.3 ms [2022-04-05 09:04:52 main:574] : INFO : Epoch 1701 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 2660.88 ms [2022-04-05 09:04:55 main:574] : INFO : Epoch 1702 | loss: 0.0311708 | val_loss: 0.0311853 | Time: 2701.54 ms [2022-04-05 09:04:58 main:574] : INFO : Epoch 1703 | loss: 0.0311693 | val_loss: 0.0311786 | Time: 2783.26 ms [2022-04-05 09:05:00 main:574] : INFO : Epoch 1704 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 2783.64 ms [2022-04-05 09:05:03 main:574] : INFO : Epoch 1705 | loss: 0.0311699 | val_loss: 0.031181 | Time: 2776.7 ms [2022-04-05 09:05:06 main:574] : INFO : Epoch 1706 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 2794.15 ms [2022-04-05 09:05:09 main:574] : INFO : Epoch 1707 | loss: 0.0311703 | val_loss: 0.0311795 | Time: 2736.64 ms [2022-04-05 09:05:11 main:574] : INFO : Epoch 1708 | loss: 0.0311693 | val_loss: 0.0311799 | Time: 2708.3 ms [2022-04-05 09:05:14 main:574] : INFO : Epoch 1709 | loss: 0.0311687 | val_loss: 0.0311778 | Time: 2692.53 ms [2022-04-05 09:05:17 main:574] : INFO : Epoch 1710 | loss: 0.0311681 | val_loss: 0.0311799 | Time: 2667.16 ms [2022-04-05 09:05:20 main:574] : INFO : Epoch 1711 | loss: 0.0311695 | val_loss: 0.0311795 | Time: 2696.97 ms [2022-04-05 09:05:22 main:574] : INFO : Epoch 1712 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 2777.39 ms [2022-04-05 09:05:25 main:574] : INFO : Epoch 1713 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 2746.15 ms [2022-04-05 09:05:28 main:574] : INFO : Epoch 1714 | loss: 0.0311708 | val_loss: 0.0311927 | Time: 2769.31 ms [2022-04-05 09:05:31 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2720.22 ms [2022-04-05 09:05:33 main:574] : INFO : Epoch 1716 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 2718.83 ms [2022-04-05 09:05:36 main:574] : INFO : Epoch 1717 | loss: 0.03117 | val_loss: 0.0311829 | Time: 2754.59 ms [2022-04-05 09:05:39 main:574] : INFO : Epoch 1718 | loss: 0.0311706 | val_loss: 0.0311934 | Time: 2685.29 ms [2022-04-05 09:05:41 main:574] : INFO : Epoch 1719 | loss: 0.0311738 | val_loss: 0.031182 | Time: 2650.82 ms [2022-04-05 09:05:44 main:574] : INFO : Epoch 1720 | loss: 0.031167 | val_loss: 0.0311773 | Time: 2679.21 ms [2022-04-05 09:05:47 main:574] : INFO : Epoch 1721 | loss: 0.0311676 | val_loss: 0.0311791 | Time: 2694.33 ms [2022-04-05 09:05:50 main:574] : INFO : Epoch 1722 | loss: 0.0311686 | val_loss: 0.0311881 | Time: 2781.13 ms [2022-04-05 09:05:52 main:574] : INFO : Epoch 1723 | loss: 0.031172 | val_loss: 0.0311802 | Time: 2808.74 ms [2022-04-05 09:05:55 main:574] : INFO : Epoch 1724 | loss: 0.0311693 | val_loss: 0.0311865 | Time: 2710.88 ms [2022-04-05 09:05:58 main:574] : INFO : Epoch 1725 | loss: 0.0311725 | val_loss: 0.0311827 | Time: 2791.74 ms [2022-04-05 09:06:01 main:574] : INFO : Epoch 1726 | loss: 0.0311754 | val_loss: 0.0311931 | Time: 2760.47 ms [2022-04-05 09:06:03 main:574] : INFO : Epoch 1727 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 2701.26 ms [2022-04-05 09:06:06 main:574] : INFO : Epoch 1728 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2700.94 ms [2022-04-05 09:06:09 main:574] : INFO : Epoch 1729 | loss: 0.0311717 | val_loss: 0.0311832 | Time: 2649.15 ms [2022-04-05 09:06:11 main:574] : INFO : Epoch 1730 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2702.49 ms [2022-04-05 09:06:14 main:574] : INFO : Epoch 1731 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2740.48 ms [2022-04-05 09:06:17 main:574] : INFO : Epoch 1732 | loss: 0.0311671 | val_loss: 0.0311819 | Time: 2759.7 ms [2022-04-05 09:06:20 main:574] : INFO : Epoch 1733 | loss: 0.031173 | val_loss: 0.0311883 | Time: 2731.68 ms [2022-04-05 09:06:22 main:574] : INFO : Epoch 1734 | loss: 0.0311703 | val_loss: 0.0311805 | Time: 2747.09 ms [2022-04-05 09:06:25 main:574] : INFO : Epoch 1735 | loss: 0.0311691 | val_loss: 0.0311818 | Time: 2715.64 ms [2022-04-05 09:06:28 main:574] : INFO : Epoch 1736 | loss: 0.0311684 | val_loss: 0.0311817 | Time: 2812.58 ms [2022-04-05 09:06:31 main:574] : INFO : Epoch 1737 | loss: 0.0311684 | val_loss: 0.0311804 | Time: 2673.32 ms [2022-04-05 09:06:33 main:574] : INFO : Epoch 1738 | loss: 0.031168 | val_loss: 0.0311779 | Time: 2643.47 ms [2022-04-05 09:06:36 main:574] : INFO : Epoch 1739 | loss: 0.0311681 | val_loss: 0.0311772 | Time: 2655.84 ms [2022-04-05 09:06:39 main:574] : INFO : Epoch 1740 | loss: 0.0311666 | val_loss: 0.0311824 | Time: 2699.58 ms [2022-04-05 09:06:41 main:574] : INFO : Epoch 1741 | loss: 0.0311695 | val_loss: 0.031183 | Time: 2677.45 ms [2022-04-05 09:06:44 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311841 | Time: 2825.53 ms [2022-04-05 09:06:47 main:574] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.031179 | Time: 2739.13 ms [2022-04-05 09:06:50 main:574] : INFO : Epoch 1744 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 2676.25 ms [2022-04-05 09:06:52 main:574] : INFO : Epoch 1745 | loss: 0.0311673 | val_loss: 0.0311798 | Time: 2815.36 ms [2022-04-05 09:06:55 main:574] : INFO : Epoch 1746 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 2730.92 ms [2022-04-05 09:06:58 main:574] : INFO : Epoch 1747 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 2662.12 ms [2022-04-05 09:07:00 main:574] : INFO : Epoch 1748 | loss: 0.0311656 | val_loss: 0.0311797 | Time: 2626.12 ms [2022-04-05 09:07:03 main:574] : INFO : Epoch 1749 | loss: 0.0311657 | val_loss: 0.0311795 | Time: 2658.84 ms [2022-04-05 09:07:06 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311814 | Time: 2688.43 ms [2022-04-05 09:07:08 main:574] : INFO : Epoch 1751 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 2719.66 ms [2022-04-05 09:07:11 main:574] : INFO : Epoch 1752 | loss: 0.0311658 | val_loss: 0.0311778 | Time: 2702.92 ms [2022-04-05 09:07:14 main:574] : INFO : Epoch 1753 | loss: 0.0311636 | val_loss: 0.0311778 | Time: 2740.21 ms [2022-04-05 09:07:17 main:574] : INFO : Epoch 1754 | loss: 0.0311649 | val_loss: 0.0311775 | Time: 2757.51 ms [2022-04-05 09:07:19 main:574] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.031179 | Time: 2721.31 ms [2022-04-05 09:07:22 main:574] : INFO : Epoch 1756 | loss: 0.0311646 | val_loss: 0.0311792 | Time: 2754.17 ms [2022-04-05 09:07:25 main:574] : INFO : Epoch 1757 | loss: 0.0311643 | val_loss: 0.0311774 | Time: 2651.58 ms [2022-04-05 09:07:27 main:574] : INFO : Epoch 1758 | loss: 0.0311649 | val_loss: 0.0311783 | Time: 2673.33 ms [2022-04-05 09:07:30 main:574] : INFO : Epoch 1759 | loss: 0.0311647 | val_loss: 0.0311799 | Time: 2713.83 ms [2022-04-05 09:07:33 main:574] : INFO : Epoch 1760 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 2749.68 ms [2022-04-05 09:07:36 main:574] : INFO : Epoch 1761 | loss: 0.0311649 | val_loss: 0.0311816 | Time: 2701.69 ms [2022-04-05 09:07:38 main:574] : INFO : Epoch 1762 | loss: 0.031165 | val_loss: 0.0311809 | Time: 2777.59 ms [2022-04-05 09:07:41 main:574] : INFO : Epoch 1763 | loss: 0.0311641 | val_loss: 0.0311784 | Time: 2719.81 ms [2022-04-05 09:07:44 main:574] : INFO : Epoch 1764 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 2727.07 ms [2022-04-05 09:07:47 main:574] : INFO : Epoch 1765 | loss: 0.0311711 | val_loss: 0.0311803 | Time: 2716.03 ms [2022-04-05 09:07:49 main:574] : INFO : Epoch 1766 | loss: 0.0311733 | val_loss: 0.0311782 | Time: 2661.17 ms [2022-04-05 09:07:52 main:574] : INFO : Epoch 1767 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 2707.68 ms [2022-04-05 09:07:55 main:574] : INFO : Epoch 1768 | loss: 0.0311726 | val_loss: 0.0311969 | Time: 2642.76 ms [2022-04-05 09:07:57 main:574] : INFO : Epoch 1769 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 2739.4 ms [2022-04-05 09:08:00 main:574] : INFO : Epoch 1770 | loss: 0.0311724 | val_loss: 0.031188 | Time: 2765.39 ms [2022-04-05 09:08:03 main:574] : INFO : Epoch 1771 | loss: 0.0311718 | val_loss: 0.0311845 | Time: 2814.78 ms [2022-04-05 09:08:06 main:574] : INFO : Epoch 1772 | loss: 0.031168 | val_loss: 0.0311831 | Time: 2715.2 ms [2022-04-05 09:08:08 main:574] : INFO : Epoch 1773 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 2733.54 ms [2022-04-05 09:08:11 main:574] : INFO : Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 2737.47 ms [2022-04-05 09:08:14 main:574] : INFO : Epoch 1775 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 2654.63 ms [2022-04-05 09:08:16 main:574] : INFO : Epoch 1776 | loss: 0.0311672 | val_loss: 0.03118 | Time: 2699.43 ms [2022-04-05 09:08:19 main:574] : INFO : Epoch 1777 | loss: 0.0311697 | val_loss: 0.0311793 | Time: 2672.15 ms [2022-04-05 09:08:22 main:574] : INFO : Epoch 1778 | loss: 0.0311737 | val_loss: 0.0311818 | Time: 2650.22 ms [2022-04-05 09:08:25 main:574] : INFO : Epoch 1779 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 2793.94 ms [2022-04-05 09:08:27 main:574] : INFO : Epoch 1780 | loss: 0.0311655 | val_loss: 0.0311821 | Time: 2738.33 ms [2022-04-05 09:08:30 main:574] : INFO : Epoch 1781 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 2733.14 ms [2022-04-05 09:08:33 main:574] : INFO : Epoch 1782 | loss: 0.0311836 | val_loss: 0.0311801 | Time: 2731.03 ms [2022-04-05 09:08:36 main:574] : INFO : Epoch 1783 | loss: 0.031178 | val_loss: 0.0311752 | Time: 2699.53 ms [2022-04-05 09:08:38 main:574] : INFO : Epoch 1784 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2752.1 ms [2022-04-05 09:08:41 main:574] : INFO : Epoch 1785 | loss: 0.0311779 | val_loss: 0.0311757 | Time: 2723.42 ms [2022-04-05 09:08:44 main:574] : INFO : Epoch 1786 | loss: 0.0311739 | val_loss: 0.0311753 | Time: 2641.31 ms [2022-04-05 09:08:46 main:574] : INFO : Epoch 1787 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 2647.81 ms [2022-04-05 09:08:49 main:574] : INFO : Epoch 1788 | loss: 0.0311717 | val_loss: 0.0311744 | Time: 2750.08 ms [2022-04-05 09:08:52 main:574] : INFO : Epoch 1789 | loss: 0.0311711 | val_loss: 0.0311741 | Time: 2778.66 ms [2022-04-05 09:08:55 main:574] : INFO : Epoch 1790 | loss: 0.0311719 | val_loss: 0.031176 | Time: 2724.16 ms [2022-04-05 09:08:57 main:574] : INFO : Epoch 1791 | loss: 0.0311692 | val_loss: 0.0311741 | Time: 2780.04 ms [2022-04-05 09:09:00 main:574] : INFO : Epoch 1792 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2714.68 ms [2022-04-05 09:09:03 main:574] : INFO : Epoch 1793 | loss: 0.0311694 | val_loss: 0.031175 | Time: 2776.38 ms [2022-04-05 09:09:06 main:574] : INFO : Epoch 1794 | loss: 0.0311716 | val_loss: 0.0311773 | Time: 2683 ms [2022-04-05 09:09:08 main:574] : INFO : Epoch 1795 | loss: 0.031177 | val_loss: 0.0311851 | Time: 2662.42 ms [2022-04-05 09:09:11 main:574] : INFO : Epoch 1796 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 2691.51 ms [2022-04-05 09:09:14 main:574] : INFO : Epoch 1797 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 2674.82 ms [2022-04-05 09:09:16 main:574] : INFO : Epoch 1798 | loss: 0.0311719 | val_loss: 0.0311754 | Time: 2749.76 ms [2022-04-05 09:09:19 main:574] : INFO : Epoch 1799 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 2730.81 ms [2022-04-05 09:09:22 main:574] : INFO : Epoch 1800 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 2755.31 ms [2022-04-05 09:09:25 main:574] : INFO : Epoch 1801 | loss: 0.03117 | val_loss: 0.0311753 | Time: 2765.1 ms [2022-04-05 09:09:27 main:574] : INFO : Epoch 1802 | loss: 0.0311681 | val_loss: 0.031175 | Time: 2750.21 ms [2022-04-05 09:09:30 main:574] : INFO : Epoch 1803 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 2699.83 ms [2022-04-05 09:09:33 main:574] : INFO : Epoch 1804 | loss: 0.0311682 | val_loss: 0.031176 | Time: 2706.24 ms [2022-04-05 09:09:35 main:574] : INFO : Epoch 1805 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2645.92 ms [2022-04-05 09:09:38 main:574] : INFO : Epoch 1806 | loss: 0.0311685 | val_loss: 0.0311834 | Time: 2631.84 ms [2022-04-05 09:09:41 main:574] : INFO : Epoch 1807 | loss: 0.0311717 | val_loss: 0.0311789 | Time: 2779.32 ms [2022-04-05 09:09:44 main:574] : INFO : Epoch 1808 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 2809.17 ms [2022-04-05 09:09:46 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.0311826 | Time: 2694.18 ms [2022-04-05 09:09:49 main:574] : INFO : Epoch 1810 | loss: 0.0311747 | val_loss: 0.0311781 | Time: 2696.16 ms [2022-04-05 09:09:52 main:574] : INFO : Epoch 1811 | loss: 0.0311675 | val_loss: 0.0311778 | Time: 2743.99 ms [2022-04-05 09:09:54 main:574] : INFO : Epoch 1812 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 2715.18 ms [2022-04-05 09:09:57 main:574] : INFO : Epoch 1813 | loss: 0.0311657 | val_loss: 0.0311761 | Time: 2699.03 ms [2022-04-05 09:10:00 main:574] : INFO : Epoch 1814 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2668.99 ms [2022-04-05 09:10:03 main:574] : INFO : Epoch 1815 | loss: 0.0311653 | val_loss: 0.0311794 | Time: 2680.31 ms [2022-04-05 09:10:05 main:574] : INFO : Epoch 1816 | loss: 0.0311665 | val_loss: 0.0311753 | Time: 2757.78 ms [2022-04-05 09:10:08 main:574] : INFO : Epoch 1817 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 2758.69 ms [2022-04-05 09:10:11 main:574] : INFO : Epoch 1818 | loss: 0.0311666 | val_loss: 0.0311758 | Time: 2814.55 ms [2022-04-05 09:10:14 main:574] : INFO : Epoch 1819 | loss: 0.0311655 | val_loss: 0.0311769 | Time: 2723.2 ms [2022-04-05 09:10:16 main:574] : INFO : Epoch 1820 | loss: 0.0311663 | val_loss: 0.0311809 | Time: 2782.56 ms [2022-04-05 09:10:19 main:574] : INFO : Epoch 1821 | loss: 0.0311666 | val_loss: 0.0311765 | Time: 2805.64 ms [2022-04-05 09:10:22 main:574] : INFO : Epoch 1822 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 2827.02 ms [2022-04-05 09:10:25 main:574] : INFO : Epoch 1823 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 2704.38 ms [2022-04-05 09:10:27 main:574] : INFO : Epoch 1824 | loss: 0.031167 | val_loss: 0.0311769 | Time: 2646.3 ms [2022-04-05 09:10:30 main:574] : INFO : Epoch 1825 | loss: 0.0311667 | val_loss: 0.0311748 | Time: 2692.64 ms [2022-04-05 09:10:33 main:574] : INFO : Epoch 1826 | loss: 0.031166 | val_loss: 0.0311725 | Time: 2757.99 ms [2022-04-05 09:10:36 main:574] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311772 | Time: 2774.61 ms [2022-04-05 09:10:38 main:574] : INFO : Epoch 1828 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 2740.97 ms [2022-04-05 09:10:41 main:574] : INFO : Epoch 1829 | loss: 0.0311667 | val_loss: 0.031172 | Time: 2745.85 ms [2022-04-05 09:10:44 main:574] : INFO : Epoch 1830 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2792.87 ms [2022-04-05 09:10:47 main:574] : INFO : Epoch 1831 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 2798.36 ms [2022-04-05 09:10:49 main:574] : INFO : Epoch 1832 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2719.47 ms [2022-04-05 09:10:52 main:574] : INFO : Epoch 1833 | loss: 0.0311797 | val_loss: 0.0312022 | Time: 2790.98 ms [2022-04-05 09:10:55 main:574] : INFO : Epoch 1834 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 2720.21 ms [2022-04-05 09:10:58 main:574] : INFO : Epoch 1835 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2744.49 ms [2022-04-05 09:11:00 main:574] : INFO : Epoch 1836 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 2838.45 ms [2022-04-05 09:11:03 main:574] : INFO : Epoch 1837 | loss: 0.0311665 | val_loss: 0.0311844 | Time: 2820.69 ms [2022-04-05 09:11:06 main:574] : INFO : Epoch 1838 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2830.7 ms [2022-04-05 09:11:09 main:574] : INFO : Epoch 1839 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 2804.07 ms [2022-04-05 09:11:12 main:574] : INFO : Epoch 1840 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 2788.98 ms [2022-04-05 09:11:15 main:574] : INFO : Epoch 1841 | loss: 0.0311634 | val_loss: 0.0311783 | Time: 2760.46 ms [2022-04-05 09:11:17 main:574] : INFO : Epoch 1842 | loss: 0.0311618 | val_loss: 0.0311756 | Time: 2734.92 ms [2022-04-05 09:11:20 main:574] : INFO : Epoch 1843 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 2734.97 ms [2022-04-05 09:11:23 main:574] : INFO : Epoch 1844 | loss: 0.0311658 | val_loss: 0.0311757 | Time: 2710.98 ms [2022-04-05 09:11:25 main:574] : INFO : Epoch 1845 | loss: 0.0311638 | val_loss: 0.0311773 | Time: 2777.12 ms [2022-04-05 09:11:28 main:574] : INFO : Epoch 1846 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2784.27 ms [2022-04-05 09:11:31 main:574] : INFO : Epoch 1847 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 2770.83 ms [2022-04-05 09:11:34 main:574] : INFO : Epoch 1848 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 2808.47 ms [2022-04-05 09:11:37 main:574] : INFO : Epoch 1849 | loss: 0.0311633 | val_loss: 0.031177 | Time: 2822.44 ms [2022-04-05 09:11:39 main:574] : INFO : Epoch 1850 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 2794.15 ms [2022-04-05 09:11:42 main:574] : INFO : Epoch 1851 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 2817.86 ms [2022-04-05 09:11:45 main:574] : INFO : Epoch 1852 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 2680.1 ms [2022-04-05 09:11:48 main:574] : INFO : Epoch 1853 | loss: 0.031164 | val_loss: 0.0311753 | Time: 2855.61 ms [2022-04-05 09:11:51 main:574] : INFO : Epoch 1854 | loss: 0.0311629 | val_loss: 0.0311728 | Time: 2673.63 ms [2022-04-05 09:11:53 main:574] : INFO : Epoch 1855 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 2720.43 ms [2022-04-05 09:11:56 main:574] : INFO : Epoch 1856 | loss: 0.0311614 | val_loss: 0.031176 | Time: 2737.11 ms [2022-04-05 09:11:59 main:574] : INFO : Epoch 1857 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 2693.08 ms [2022-04-05 09:12:01 main:574] : INFO : Epoch 1858 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 2787.08 ms [2022-04-05 09:12:04 main:574] : INFO : Epoch 1859 | loss: 0.0311611 | val_loss: 0.0311744 | Time: 2763.29 ms [2022-04-05 09:12:07 main:574] : INFO : Epoch 1860 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2695.29 ms [2022-04-05 09:12:10 main:574] : INFO : Epoch 1861 | loss: 0.0311655 | val_loss: 0.0311803 | Time: 2731.88 ms [2022-04-05 09:12:12 main:574] : INFO : Epoch 1862 | loss: 0.0311635 | val_loss: 0.0311738 | Time: 2713.68 ms [2022-04-05 09:12:15 main:574] : INFO : Epoch 1863 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2693.32 ms [2022-04-05 09:12:18 main:574] : INFO : Epoch 1864 | loss: 0.0311631 | val_loss: 0.0311872 | Time: 2741.92 ms [2022-04-05 09:12:20 main:574] : INFO : Epoch 1865 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 2687.03 ms [2022-04-05 09:12:23 main:574] : INFO : Epoch 1866 | loss: 0.0311629 | val_loss: 0.031178 | Time: 2745.38 ms [2022-04-05 09:12:26 main:574] : INFO : Epoch 1867 | loss: 0.0311644 | val_loss: 0.0311823 | Time: 2769.92 ms [2022-04-05 09:12:29 main:574] : INFO : Epoch 1868 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2724.84 ms [2022-04-05 09:12:31 main:574] : INFO : Epoch 1869 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 2741.93 ms [2022-04-05 09:12:34 main:574] : INFO : Epoch 1870 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 2697.78 ms [2022-04-05 09:12:37 main:574] : INFO : Epoch 1871 | loss: 0.031161 | val_loss: 0.0311784 | Time: 2677.85 ms [2022-04-05 09:12:40 main:574] : INFO : Epoch 1872 | loss: 0.0311644 | val_loss: 0.0311769 | Time: 2726.69 ms [2022-04-05 09:12:42 main:574] : INFO : Epoch 1873 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 2736.13 ms [2022-04-05 09:12:45 main:574] : INFO : Epoch 1874 | loss: 0.03116 | val_loss: 0.0311765 | Time: 2639.67 ms [2022-04-05 09:12:48 main:574] : INFO : Epoch 1875 | loss: 0.0311598 | val_loss: 0.0311764 | Time: 2778.55 ms [2022-04-05 09:12:51 main:574] : INFO : Epoch 1876 | loss: 0.0311598 | val_loss: 0.0311773 | Time: 2774.54 ms [2022-04-05 09:12:53 main:574] : INFO : Epoch 1877 | loss: 0.0311631 | val_loss: 0.0311801 | Time: 2724.83 ms [2022-04-05 09:12:56 main:574] : INFO : Epoch 1878 | loss: 0.0311629 | val_loss: 0.031174 | Time: 2759.84 ms [2022-04-05 09:12:59 main:574] : INFO : Epoch 1879 | loss: 0.0311613 | val_loss: 0.0311807 | Time: 2697.97 ms [2022-04-05 09:13:01 main:574] : INFO : Epoch 1880 | loss: 0.0311609 | val_loss: 0.0311783 | Time: 2701.94 ms [2022-04-05 09:13:04 main:574] : INFO : Epoch 1881 | loss: 0.0311589 | val_loss: 0.0311759 | Time: 2656.26 ms [2022-04-05 09:13:07 main:574] : INFO : Epoch 1882 | loss: 0.0311601 | val_loss: 0.0311808 | Time: 2736.75 ms [2022-04-05 09:13:10 main:574] : INFO : Epoch 1883 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 2708.12 ms [2022-04-05 09:13:12 main:574] : INFO : Epoch 1884 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 2772.99 ms [2022-04-05 09:13:15 main:574] : INFO : Epoch 1885 | loss: 0.0311977 | val_loss: 0.0312388 | Time: 2720.24 ms [2022-04-05 09:13:18 main:574] : INFO : Epoch 1886 | loss: 0.0312237 | val_loss: 0.0312071 | Time: 2747.38 ms [2022-04-05 09:13:21 main:574] : INFO : Epoch 1887 | loss: 0.031213 | val_loss: 0.0312133 | Time: 2768.84 ms [2022-04-05 09:13:23 main:574] : INFO : Epoch 1888 | loss: 0.0313097 | val_loss: 0.0320493 | Time: 2686.31 ms [2022-04-05 09:13:26 main:574] : INFO : Epoch 1889 | loss: 0.0354134 | val_loss: 0.0324101 | Time: 2718 ms [2022-04-05 09:13:29 main:574] : INFO : Epoch 1890 | loss: 0.0342411 | val_loss: 0.0327068 | Time: 2718.7 ms [2022-04-05 09:13:31 main:574] : INFO : Epoch 1891 | loss: 0.0325061 | val_loss: 0.0320684 | Time: 2697.01 ms [2022-04-05 09:13:34 main:574] : INFO : Epoch 1892 | loss: 0.0315681 | val_loss: 0.0314145 | Time: 2762.83 ms [2022-04-05 09:13:37 main:574] : INFO : Epoch 1893 | loss: 0.0312909 | val_loss: 0.0312348 | Time: 2747.89 ms [2022-04-05 09:13:40 main:574] : INFO : Epoch 1894 | loss: 0.0312389 | val_loss: 0.0312331 | Time: 2737.33 ms [2022-04-05 09:13:42 main:574] : INFO : Epoch 1895 | loss: 0.031224 | val_loss: 0.0312136 | Time: 2809.01 ms [2022-04-05 09:13:45 main:574] : INFO : Epoch 1896 | loss: 0.0312158 | val_loss: 0.0312084 | Time: 2719.3 ms [2022-04-05 09:13:48 main:574] : INFO : Epoch 1897 | loss: 0.031211 | val_loss: 0.0312039 | Time: 2709.86 ms [2022-04-05 09:13:51 main:574] : INFO : Epoch 1898 | loss: 0.0312067 | val_loss: 0.0312005 | Time: 2728.06 ms [2022-04-05 09:13:53 main:574] : INFO : Epoch 1899 | loss: 0.0312042 | val_loss: 0.031198 | Time: 2637.85 ms [2022-04-05 09:13:56 main:574] : INFO : Epoch 1900 | loss: 0.0312031 | val_loss: 0.0311963 | Time: 2742.82 ms [2022-04-05 09:13:59 main:574] : INFO : Epoch 1901 | loss: 0.0312022 | val_loss: 0.0311978 | Time: 2711.12 ms [2022-04-05 09:14:01 main:574] : INFO : Epoch 1902 | loss: 0.0312023 | val_loss: 0.0311956 | Time: 2701.21 ms [2022-04-05 09:14:04 main:574] : INFO : Epoch 1903 | loss: 0.0312007 | val_loss: 0.0311941 | Time: 2793.92 ms [2022-04-05 09:14:07 main:574] : INFO : Epoch 1904 | loss: 0.0311996 | val_loss: 0.0311943 | Time: 2744.54 ms [2022-04-05 09:14:10 main:574] : INFO : Epoch 1905 | loss: 0.0311984 | val_loss: 0.0311932 | Time: 2754.47 ms [2022-04-05 09:14:12 main:574] : INFO : Epoch 1906 | loss: 0.0311987 | val_loss: 0.0311946 | Time: 2736.95 ms [2022-04-05 09:14:15 main:574] : INFO : Epoch 1907 | loss: 0.0311981 | val_loss: 0.031196 | Time: 2695.36 ms [2022-04-05 09:14:18 main:574] : INFO : Epoch 1908 | loss: 0.0311984 | val_loss: 0.0311927 | Time: 2602.76 ms [2022-04-05 09:14:20 main:574] : INFO : Epoch 1909 | loss: 0.0311976 | val_loss: 0.0311944 | Time: 2667.52 ms [2022-04-05 09:14:23 main:574] : INFO : Epoch 1910 | loss: 0.0311994 | val_loss: 0.0311969 | Time: 2733.75 ms [2022-04-05 09:14:26 main:574] : INFO : Epoch 1911 | loss: 0.0311975 | val_loss: 0.0311923 | Time: 2678.19 ms [2022-04-05 09:14:29 main:574] : INFO : Epoch 1912 | loss: 0.0311967 | val_loss: 0.0311926 | Time: 2779.22 ms [2022-04-05 09:14:31 main:574] : INFO : Epoch 1913 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 2814.66 ms [2022-04-05 09:14:34 main:574] : INFO : Epoch 1914 | loss: 0.0311965 | val_loss: 0.0311921 | Time: 2722.22 ms [2022-04-05 09:14:37 main:574] : INFO : Epoch 1915 | loss: 0.031195 | val_loss: 0.0311916 | Time: 2749.93 ms [2022-04-05 09:14:40 main:574] : INFO : Epoch 1916 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 2719.93 ms [2022-04-05 09:14:42 main:574] : INFO : Epoch 1917 | loss: 0.0311963 | val_loss: 0.0311947 | Time: 2659.67 ms [2022-04-05 09:14:45 main:574] : INFO : Epoch 1918 | loss: 0.0311971 | val_loss: 0.0311917 | Time: 2745.58 ms [2022-04-05 09:14:48 main:574] : INFO : Epoch 1919 | loss: 0.0311939 | val_loss: 0.0311909 | Time: 2700.52 ms [2022-04-05 09:14:50 main:574] : INFO : Epoch 1920 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 2714.46 ms [2022-04-05 09:14:53 main:574] : INFO : Epoch 1921 | loss: 0.0311937 | val_loss: 0.0311905 | Time: 2811.34 ms [2022-04-05 09:14:56 main:574] : INFO : Epoch 1922 | loss: 0.0311944 | val_loss: 0.0311909 | Time: 2727 ms [2022-04-05 09:14:58 main:574] : INFO : Epoch 1923 | loss: 0.0311941 | val_loss: 0.0311899 | Time: 2462.97 ms [2022-04-05 09:15:01 main:574] : INFO : Epoch 1924 | loss: 0.0311929 | val_loss: 0.0311898 | Time: 2443.48 ms [2022-04-05 09:15:03 main:574] : INFO : Epoch 1925 | loss: 0.0311927 | val_loss: 0.0311918 | Time: 2377.88 ms [2022-04-05 09:15:06 main:574] : INFO : Epoch 1926 | loss: 0.0311933 | val_loss: 0.0311897 | Time: 2346.88 ms [2022-04-05 09:15:08 main:574] : INFO : Epoch 1927 | loss: 0.0311935 | val_loss: 0.031191 | Time: 2336.77 ms [2022-04-05 09:15:10 main:574] : INFO : Epoch 1928 | loss: 0.0311937 | val_loss: 0.0311893 | Time: 2377.69 ms [2022-04-05 09:15:13 main:574] : INFO : Epoch 1929 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 2331.5 ms [2022-04-05 09:15:15 main:574] : INFO : Epoch 1930 | loss: 0.031193 | val_loss: 0.0311911 | Time: 2331.07 ms [2022-04-05 09:15:17 main:574] : INFO : Epoch 1931 | loss: 0.0311937 | val_loss: 0.0311894 | Time: 2346.8 ms [2022-04-05 09:15:20 main:574] : INFO : Epoch 1932 | loss: 0.0311918 | val_loss: 0.031189 | Time: 2355.13 ms [2022-04-05 09:15:22 main:574] : INFO : Epoch 1933 | loss: 0.0311917 | val_loss: 0.0311889 | Time: 2354.14 ms [2022-04-05 09:15:24 main:574] : INFO : Epoch 1934 | loss: 0.0311914 | val_loss: 0.0311888 | Time: 2380.24 ms [2022-04-05 09:15:27 main:574] : INFO : Epoch 1935 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 2358.5 ms [2022-04-05 09:15:29 main:574] : INFO : Epoch 1936 | loss: 0.0311926 | val_loss: 0.0311914 | Time: 2358.25 ms [2022-04-05 09:15:32 main:574] : INFO : Epoch 1937 | loss: 0.0311952 | val_loss: 0.0311955 | Time: 2331.35 ms [2022-04-05 09:15:34 main:574] : INFO : Epoch 1938 | loss: 0.0311939 | val_loss: 0.0311984 | Time: 2410.16 ms [2022-04-05 09:15:36 main:574] : INFO : Epoch 1939 | loss: 0.0311927 | val_loss: 0.0311882 | Time: 2351.51 ms [2022-04-05 09:15:39 main:574] : INFO : Epoch 1940 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 2361.61 ms [2022-04-05 09:15:41 main:574] : INFO : Epoch 1941 | loss: 0.0311921 | val_loss: 0.031188 | Time: 2310.91 ms [2022-04-05 09:15:43 main:574] : INFO : Epoch 1942 | loss: 0.0311926 | val_loss: 0.0311893 | Time: 2391.64 ms [2022-04-05 09:15:46 main:574] : INFO : Epoch 1943 | loss: 0.0311912 | val_loss: 0.0311897 | Time: 2389.52 ms [2022-04-05 09:15:48 main:574] : INFO : Epoch 1944 | loss: 0.0311915 | val_loss: 0.0311896 | Time: 2369.17 ms [2022-04-05 09:15:50 main:574] : INFO : Epoch 1945 | loss: 0.03119 | val_loss: 0.0311888 | Time: 2331.78 ms [2022-04-05 09:15:53 main:574] : INFO : Epoch 1946 | loss: 0.0311904 | val_loss: 0.0311879 | Time: 2327.81 ms [2022-04-05 09:15:55 main:574] : INFO : Epoch 1947 | loss: 0.0311899 | val_loss: 0.0311877 | Time: 2382.7 ms [2022-04-05 09:15:58 main:574] : INFO : Epoch 1948 | loss: 0.0311898 | val_loss: 0.0311883 | Time: 2375.92 ms [2022-04-05 09:16:00 main:574] : INFO : Epoch 1949 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 2337.61 ms [2022-04-05 09:16:02 main:574] : INFO : Epoch 1950 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 2373.57 ms [2022-04-05 09:16:05 main:574] : INFO : Epoch 1951 | loss: 0.0311891 | val_loss: 0.0311873 | Time: 2335.09 ms [2022-04-05 09:16:07 main:574] : INFO : Epoch 1952 | loss: 0.031189 | val_loss: 0.0311873 | Time: 2343.73 ms [2022-04-05 09:16:09 main:574] : INFO : Epoch 1953 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 2367.2 ms [2022-04-05 09:16:12 main:574] : INFO : Epoch 1954 | loss: 0.031193 | val_loss: 0.0311898 | Time: 2375.56 ms [2022-04-05 09:16:14 main:574] : INFO : Epoch 1955 | loss: 0.0311895 | val_loss: 0.0311875 | Time: 2473.94 ms [2022-04-05 09:16:17 main:574] : INFO : Epoch 1956 | loss: 0.0311885 | val_loss: 0.0311872 | Time: 2406.53 ms [2022-04-05 09:16:19 main:574] : INFO : Epoch 1957 | loss: 0.0311904 | val_loss: 0.0311867 | Time: 2365.95 ms [2022-04-05 09:16:21 main:574] : INFO : Epoch 1958 | loss: 0.0311884 | val_loss: 0.0311886 | Time: 2306.62 ms [2022-04-05 09:16:24 main:574] : INFO : Epoch 1959 | loss: 0.0311898 | val_loss: 0.0311864 | Time: 2325.44 ms [2022-04-05 09:16:26 main:574] : INFO : Epoch 1960 | loss: 0.0311885 | val_loss: 0.0311913 | Time: 2320.07 ms [2022-04-05 09:16:28 main:574] : INFO : Epoch 1961 | loss: 0.0311892 | val_loss: 0.0311864 | Time: 2332.05 ms [2022-04-05 09:16:31 main:574] : INFO : Epoch 1962 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 2315.74 ms [2022-04-05 09:16:33 main:574] : INFO : Epoch 1963 | loss: 0.0311884 | val_loss: 0.031187 | Time: 2313.9 ms [2022-04-05 09:16:35 main:574] : INFO : Epoch 1964 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 2340.46 ms [2022-04-05 09:16:38 main:574] : INFO : Epoch 1965 | loss: 0.031187 | val_loss: 0.0311859 | Time: 2365.47 ms [2022-04-05 09:16:40 main:574] : INFO : Epoch 1966 | loss: 0.0311873 | val_loss: 0.0311863 | Time: 2336.62 ms [2022-04-05 09:16:42 main:574] : INFO : Epoch 1967 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 2367.73 ms [2022-04-05 09:16:45 main:574] : INFO : Epoch 1968 | loss: 0.0311867 | val_loss: 0.0311862 | Time: 2370.99 ms [2022-04-05 09:16:47 main:574] : INFO : Epoch 1969 | loss: 0.0311885 | val_loss: 0.0311863 | Time: 2367.96 ms [2022-04-05 09:16:49 main:574] : INFO : Epoch 1970 | loss: 0.0311875 | val_loss: 0.031186 | Time: 2332.3 ms [2022-04-05 09:16:52 main:574] : INFO : Epoch 1971 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2373.65 ms [2022-04-05 09:16:54 main:574] : INFO : Epoch 1972 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 2302.63 ms [2022-04-05 09:16:56 main:574] : INFO : Epoch 1973 | loss: 0.0311865 | val_loss: 0.0311858 | Time: 2365.46 ms [2022-04-05 09:16:59 main:574] : INFO : Epoch 1974 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 2363.08 ms [2022-04-05 09:17:01 main:574] : INFO : Epoch 1975 | loss: 0.031187 | val_loss: 0.0311858 | Time: 2355.89 ms [2022-04-05 09:17:04 main:574] : INFO : Epoch 1976 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 2377.74 ms [2022-04-05 09:17:06 main:574] : INFO : Epoch 1977 | loss: 0.0311865 | val_loss: 0.0311864 | Time: 2387.33 ms [2022-04-05 09:17:08 main:574] : INFO : Epoch 1978 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 2317.62 ms [2022-04-05 09:17:11 main:574] : INFO : Epoch 1979 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 2372.57 ms [2022-04-05 09:17:13 main:574] : INFO : Epoch 1980 | loss: 0.0311858 | val_loss: 0.0311868 | Time: 2358.62 ms [2022-04-05 09:17:15 main:574] : INFO : Epoch 1981 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 2347.12 ms [2022-04-05 09:17:18 main:574] : INFO : Epoch 1982 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 2309.07 ms [2022-04-05 09:17:20 main:574] : INFO : Epoch 1983 | loss: 0.0311877 | val_loss: 0.0311886 | Time: 2358.92 ms [2022-04-05 09:17:22 main:574] : INFO : Epoch 1984 | loss: 0.0311853 | val_loss: 0.031186 | Time: 2374.65 ms [2022-04-05 09:17:25 main:574] : INFO : Epoch 1985 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 2377.06 ms [2022-04-05 09:17:27 main:574] : INFO : Epoch 1986 | loss: 0.0311858 | val_loss: 0.0312001 | Time: 2392.52 ms [2022-04-05 09:17:29 main:574] : INFO : Epoch 1987 | loss: 0.0311892 | val_loss: 0.0311853 | Time: 2347.05 ms [2022-04-05 09:17:32 main:574] : INFO : Epoch 1988 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 2448.07 ms [2022-04-05 09:17:34 main:574] : INFO : Epoch 1989 | loss: 0.0311875 | val_loss: 0.0311905 | Time: 2330.27 ms [2022-04-05 09:17:37 main:574] : INFO : Epoch 1990 | loss: 0.0311876 | val_loss: 0.0311879 | Time: 2344.43 ms [2022-04-05 09:17:39 main:574] : INFO : Epoch 1991 | loss: 0.0311851 | val_loss: 0.0311855 | Time: 2325.97 ms [2022-04-05 09:17:41 main:574] : INFO : Epoch 1992 | loss: 0.031184 | val_loss: 0.0311864 | Time: 2360.62 ms [2022-04-05 09:17:44 main:574] : INFO : Epoch 1993 | loss: 0.0311843 | val_loss: 0.0311848 | Time: 2361.9 ms [2022-04-05 09:17:46 main:574] : INFO : Epoch 1994 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 2371.7 ms [2022-04-05 09:17:48 main:574] : INFO : Epoch 1995 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 2384.45 ms [2022-04-05 09:17:51 main:574] : INFO : Epoch 1996 | loss: 0.0311864 | val_loss: 0.031184 | Time: 2352.38 ms [2022-04-05 09:17:53 main:574] : INFO : Epoch 1997 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 2338.72 ms [2022-04-05 09:17:55 main:574] : INFO : Epoch 1998 | loss: 0.0311849 | val_loss: 0.0311844 | Time: 2366.22 ms [2022-04-05 09:17:58 main:574] : INFO : Epoch 1999 | loss: 0.0311831 | val_loss: 0.0311861 | Time: 2378.78 ms [2022-04-05 09:18:00 main:574] : INFO : Epoch 2000 | loss: 0.0311831 | val_loss: 0.0311853 | Time: 2328.93 ms [2022-04-05 09:18:03 main:574] : INFO : Epoch 2001 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 2353.89 ms [2022-04-05 09:18:05 main:574] : INFO : Epoch 2002 | loss: 0.0311843 | val_loss: 0.0311875 | Time: 2321.17 ms [2022-04-05 09:18:07 main:574] : INFO : Epoch 2003 | loss: 0.0311863 | val_loss: 0.0311911 | Time: 2376.18 ms [2022-04-05 09:18:10 main:574] : INFO : Epoch 2004 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2357.19 ms [2022-04-05 09:18:12 main:574] : INFO : Epoch 2005 | loss: 0.0311829 | val_loss: 0.0311848 | Time: 2387.44 ms [2022-04-05 09:18:14 main:574] : INFO : Epoch 2006 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 2390.24 ms [2022-04-05 09:18:17 main:574] : INFO : Epoch 2007 | loss: 0.0311827 | val_loss: 0.0311848 | Time: 2398.04 ms [2022-04-05 09:18:19 main:574] : INFO : Epoch 2008 | loss: 0.0311842 | val_loss: 0.0311882 | Time: 2343.63 ms [2022-04-05 09:18:21 main:574] : INFO : Epoch 2009 | loss: 0.0311839 | val_loss: 0.0311848 | Time: 2327.72 ms [2022-04-05 09:18:24 main:574] : INFO : Epoch 2010 | loss: 0.0311835 | val_loss: 0.0311838 | Time: 2344.56 ms [2022-04-05 09:18:26 main:574] : INFO : Epoch 2011 | loss: 0.0311836 | val_loss: 0.0311837 | Time: 2363.82 ms [2022-04-05 09:18:28 main:574] : INFO : Epoch 2012 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 2327.75 ms [2022-04-05 09:18:31 main:574] : INFO : Epoch 2013 | loss: 0.0311847 | val_loss: 0.0311837 | Time: 2349.75 ms [2022-04-05 09:18:33 main:574] : INFO : Epoch 2014 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 2345.97 ms [2022-04-05 09:18:36 main:574] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.0311853 | Time: 2431.84 ms [2022-04-05 09:18:38 main:574] : INFO : Epoch 2016 | loss: 0.0311831 | val_loss: 0.0311831 | Time: 2382.08 ms [2022-04-05 09:18:40 main:574] : INFO : Epoch 2017 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 2384.99 ms [2022-04-05 09:18:43 main:574] : INFO : Epoch 2018 | loss: 0.031183 | val_loss: 0.0311841 | Time: 2353.32 ms [2022-04-05 09:18:45 main:574] : INFO : Epoch 2019 | loss: 0.0311844 | val_loss: 0.0311845 | Time: 2375.35 ms [2022-04-05 09:18:47 main:574] : INFO : Epoch 2020 | loss: 0.0311836 | val_loss: 0.0311826 | Time: 2311.17 ms [2022-04-05 09:18:50 main:574] : INFO : Epoch 2021 | loss: 0.0311823 | val_loss: 0.0311834 | Time: 2299.72 ms [2022-04-05 09:18:52 main:574] : INFO : Epoch 2022 | loss: 0.0311819 | val_loss: 0.0311835 | Time: 2317.43 ms [2022-04-05 09:18:54 main:574] : INFO : Epoch 2023 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2328.22 ms [2022-04-05 09:18:57 main:574] : INFO : Epoch 2024 | loss: 0.0311826 | val_loss: 0.0311832 | Time: 2350.43 ms [2022-04-05 09:18:59 main:574] : INFO : Epoch 2025 | loss: 0.0311829 | val_loss: 0.0311836 | Time: 2311.58 ms [2022-04-05 09:19:01 main:574] : INFO : Epoch 2026 | loss: 0.0311824 | val_loss: 0.0311837 | Time: 2377.29 ms [2022-04-05 09:19:04 main:574] : INFO : Epoch 2027 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 2315.11 ms [2022-04-05 09:19:06 main:574] : INFO : Epoch 2028 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 2394.32 ms [2022-04-05 09:19:09 main:574] : INFO : Epoch 2029 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2382.88 ms [2022-04-05 09:19:11 main:574] : INFO : Epoch 2030 | loss: 0.0311854 | val_loss: 0.0311838 | Time: 2395.54 ms [2022-04-05 09:19:13 main:574] : INFO : Epoch 2031 | loss: 0.0311839 | val_loss: 0.0311834 | Time: 2357.68 ms [2022-04-05 09:19:16 main:574] : INFO : Epoch 2032 | loss: 0.0311812 | val_loss: 0.031183 | Time: 2332.87 ms [2022-04-05 09:19:18 main:574] : INFO : Epoch 2033 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 2321.13 ms [2022-04-05 09:19:20 main:574] : INFO : Epoch 2034 | loss: 0.0311836 | val_loss: 0.031184 | Time: 2333.16 ms [2022-04-05 09:19:23 main:574] : INFO : Epoch 2035 | loss: 0.0311816 | val_loss: 0.0311832 | Time: 2355.94 ms [2022-04-05 09:19:25 main:574] : INFO : Epoch 2036 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 2364.37 ms [2022-04-05 09:19:27 main:574] : INFO : Epoch 2037 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 2336.8 ms [2022-04-05 09:19:30 main:574] : INFO : Epoch 2038 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 2338.94 ms [2022-04-05 09:19:32 main:574] : INFO : Epoch 2039 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2320.31 ms [2022-04-05 09:19:34 main:574] : INFO : Epoch 2040 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 2376.06 ms [2022-04-05 09:19:37 main:574] : INFO : Epoch 2041 | loss: 0.0311844 | val_loss: 0.0311945 | Time: 2378.17 ms [2022-04-05 09:19:39 main:574] : INFO : Epoch 2042 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 2353.96 ms [2022-04-05 09:19:41 main:574] : INFO : Epoch 2043 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 2387.61 ms [2022-04-05 09:19:44 main:574] : INFO : Epoch 2044 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 2313.79 ms [2022-04-05 09:19:46 main:574] : INFO : Epoch 2045 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2400.72 ms [2022-04-05 09:19:49 main:574] : INFO : Epoch 2046 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 2363.27 ms [2022-04-05 09:19:51 main:574] : INFO : Epoch 2047 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2328.71 ms [2022-04-05 09:19:53 main:574] : INFO : Epoch 2048 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 2338.62 ms [2022-04-05 09:19:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311856 [2022-04-05 09:19:53 main:603] : INFO : Saving end state to config to file [2022-04-05 09:19:53 main:608] : INFO : Success, exiting.. 09:19:53 (7888): 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)