Task 13697828
| Name | ParityModified-1645997175-16249-3-0_0 |
| Workunit | 10788263 |
| Created | 24 Mar 2022, 7:34:45 UTC |
| Sent | 31 Mar 2022, 12:25:59 UTC |
| Report deadline | 8 Apr 2022, 12:25:59 UTC |
| Received | 5 Apr 2022, 14:39:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 20739 |
| Run time | 1 hours 35 min 28 sec |
| CPU time | 1 hours 30 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,422.43 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.21 GB |
| Peak swap size | 3.46 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: 0.0311697 | val_loss: 0.0311784 | Time: 2602.64 ms [2022-04-05 10:15:58 main:574] : INFO : Epoch 1543 | loss: 0.0311695 | val_loss: 0.0311752 | Time: 2666.43 ms [2022-04-05 10:16:01 main:574] : INFO : Epoch 1544 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2808.67 ms [2022-04-05 10:16:03 main:574] : INFO : Epoch 1545 | loss: 0.0311687 | val_loss: 0.0311743 | Time: 2689.83 ms [2022-04-05 10:16:06 main:574] : INFO : Epoch 1546 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2608.74 ms [2022-04-05 10:16:09 main:574] : INFO : Epoch 1547 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 2682.46 ms [2022-04-05 10:16:12 main:574] : INFO : Epoch 1548 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 2794.68 ms [2022-04-05 10:16:14 main:574] : INFO : Epoch 1549 | loss: 0.0311682 | val_loss: 0.0311846 | Time: 2740.95 ms [2022-04-05 10:16:17 main:574] : INFO : Epoch 1550 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 2715.02 ms [2022-04-05 10:16:20 main:574] : INFO : Epoch 1551 | loss: 0.0311673 | val_loss: 0.031173 | Time: 2713.1 ms [2022-04-05 10:16:22 main:574] : INFO : Epoch 1552 | loss: 0.0311667 | val_loss: 0.0311739 | Time: 2614.76 ms [2022-04-05 10:16:25 main:574] : INFO : Epoch 1553 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 2690.23 ms [2022-04-05 10:16:28 main:574] : INFO : Epoch 1554 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2732.08 ms [2022-04-05 10:16:30 main:574] : INFO : Epoch 1555 | loss: 0.0311699 | val_loss: 0.0311778 | Time: 2568.74 ms [2022-04-05 10:16:33 main:574] : INFO : Epoch 1556 | loss: 0.0311679 | val_loss: 0.0311725 | Time: 2705.11 ms [2022-04-05 10:16:36 main:574] : INFO : Epoch 1557 | loss: 0.0311669 | val_loss: 0.0311762 | Time: 2529.54 ms [2022-04-05 10:16:38 main:574] : INFO : Epoch 1558 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 2728.61 ms [2022-04-05 10:16:41 main:574] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 2723.51 ms [2022-04-05 10:16:44 main:574] : INFO : Epoch 1560 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 2599.05 ms [2022-04-05 10:16:46 main:574] : INFO : Epoch 1561 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 2721.77 ms [2022-04-05 10:16:49 main:574] : INFO : Epoch 1562 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2669.53 ms [2022-04-05 10:16:52 main:574] : INFO : Epoch 1563 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 2774.71 ms [2022-04-05 10:16:55 main:574] : INFO : Epoch 1564 | loss: 0.0311699 | val_loss: 0.0311769 | Time: 2800.4 ms [2022-04-05 10:16:57 main:574] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311786 | Time: 2646 ms [2022-04-05 10:17:00 main:574] : INFO : Epoch 1566 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2633.7 ms [2022-04-05 10:17:03 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2671.82 ms [2022-04-05 10:17:05 main:574] : INFO : Epoch 1568 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 2663.04 ms [2022-04-05 10:17:08 main:574] : INFO : Epoch 1569 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 2772.19 ms [2022-04-05 10:17:11 main:574] : INFO : Epoch 1570 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 2733.58 ms [2022-04-05 10:17:13 main:574] : INFO : Epoch 1571 | loss: 0.0311659 | val_loss: 0.031171 | Time: 2591.19 ms [2022-04-05 10:17:16 main:574] : INFO : Epoch 1572 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 2730.29 ms [2022-04-05 10:17:19 main:574] : INFO : Epoch 1573 | loss: 0.031168 | val_loss: 0.0311792 | Time: 2863.39 ms [2022-04-05 10:17:22 main:574] : INFO : Epoch 1574 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2720.48 ms [2022-04-05 10:17:24 main:574] : INFO : Epoch 1575 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 2719.8 ms [2022-04-05 10:17:27 main:574] : INFO : Epoch 1576 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 2741.96 ms [2022-04-05 10:17:30 main:574] : INFO : Epoch 1577 | loss: 0.0311648 | val_loss: 0.0311692 | Time: 2710.87 ms [2022-04-05 10:17:33 main:574] : INFO : Epoch 1578 | loss: 0.0311637 | val_loss: 0.0311706 | Time: 2850.01 ms [2022-04-05 10:17:35 main:574] : INFO : Epoch 1579 | loss: 0.0311638 | val_loss: 0.0311717 | Time: 2691.61 ms [2022-04-05 10:17:38 main:574] : INFO : Epoch 1580 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 2669.64 ms [2022-04-05 10:17:41 main:574] : INFO : Epoch 1581 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2735.69 ms [2022-04-05 10:17:44 main:574] : INFO : Epoch 1582 | loss: 0.0311621 | val_loss: 0.0311716 | Time: 2762.23 ms [2022-04-05 10:17:46 main:574] : INFO : Epoch 1583 | loss: 0.0311628 | val_loss: 0.0311764 | Time: 2563.11 ms [2022-04-05 10:17:49 main:574] : INFO : Epoch 1584 | loss: 0.0311627 | val_loss: 0.0311733 | Time: 2685.82 ms [2022-04-05 10:17:52 main:574] : INFO : Epoch 1585 | loss: 0.0311627 | val_loss: 0.031173 | Time: 2680.66 ms [2022-04-05 10:17:54 main:574] : INFO : Epoch 1586 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 2811.68 ms [2022-04-05 10:17:57 main:574] : INFO : Epoch 1587 | loss: 0.0311617 | val_loss: 0.031169 | Time: 2808.9 ms [2022-04-05 10:18:00 main:574] : INFO : Epoch 1588 | loss: 0.0311609 | val_loss: 0.0311692 | Time: 2642.39 ms [2022-04-05 10:18:03 main:574] : INFO : Epoch 1589 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 2728.87 ms [2022-04-05 10:18:05 main:574] : INFO : Epoch 1590 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2630.99 ms [2022-04-05 10:18:08 main:574] : INFO : Epoch 1591 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2945.11 ms [2022-04-05 10:18:11 main:574] : INFO : Epoch 1592 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2548.59 ms [2022-04-05 10:18:13 main:574] : INFO : Epoch 1593 | loss: 0.0311638 | val_loss: 0.0311709 | Time: 2647.13 ms [2022-04-05 10:18:16 main:574] : INFO : Epoch 1594 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 2720.9 ms [2022-04-05 10:18:19 main:574] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 2811.21 ms [2022-04-05 10:18:22 main:574] : INFO : Epoch 1596 | loss: 0.0311718 | val_loss: 0.0311728 | Time: 2751.28 ms [2022-04-05 10:18:24 main:574] : INFO : Epoch 1597 | loss: 0.0311716 | val_loss: 0.0311763 | Time: 2746.67 ms [2022-04-05 10:18:27 main:574] : INFO : Epoch 1598 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 2724.37 ms [2022-04-05 10:18:30 main:574] : INFO : Epoch 1599 | loss: 0.0311725 | val_loss: 0.031175 | Time: 2741.9 ms [2022-04-05 10:18:33 main:574] : INFO : Epoch 1600 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 2865.66 ms [2022-04-05 10:18:35 main:574] : INFO : Epoch 1601 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 2682.27 ms [2022-04-05 10:18:38 main:574] : INFO : Epoch 1602 | loss: 0.031169 | val_loss: 0.0311744 | Time: 2715.47 ms [2022-04-05 10:18:41 main:574] : INFO : Epoch 1603 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 2714.7 ms [2022-04-05 10:18:44 main:574] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.031175 | Time: 2710.07 ms [2022-04-05 10:18:46 main:574] : INFO : Epoch 1605 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 2815.56 ms [2022-04-05 10:18:49 main:574] : INFO : Epoch 1606 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 2724.9 ms [2022-04-05 10:18:52 main:574] : INFO : Epoch 1607 | loss: 0.0311729 | val_loss: 0.0311758 | Time: 2714.09 ms [2022-04-05 10:18:55 main:574] : INFO : Epoch 1608 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 2758.68 ms [2022-04-05 10:18:57 main:574] : INFO : Epoch 1609 | loss: 0.0311709 | val_loss: 0.0311761 | Time: 2751.39 ms [2022-04-05 10:19:00 main:574] : INFO : Epoch 1610 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2724.49 ms [2022-04-05 10:19:03 main:574] : INFO : Epoch 1611 | loss: 0.0311713 | val_loss: 0.031177 | Time: 2736.13 ms [2022-04-05 10:19:06 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 2783.1 ms [2022-04-05 10:19:08 main:574] : INFO : Epoch 1613 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2695.71 ms [2022-04-05 10:19:11 main:574] : INFO : Epoch 1614 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 2766.79 ms [2022-04-05 10:19:14 main:574] : INFO : Epoch 1615 | loss: 0.0311673 | val_loss: 0.0311858 | Time: 2750.94 ms [2022-04-05 10:19:17 main:574] : INFO : Epoch 1616 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 2859.29 ms [2022-04-05 10:19:20 main:574] : INFO : Epoch 1617 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 2832.34 ms [2022-04-05 10:19:22 main:574] : INFO : Epoch 1618 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 2784.93 ms [2022-04-05 10:19:25 main:574] : INFO : Epoch 1619 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 2742.41 ms [2022-04-05 10:19:28 main:574] : INFO : Epoch 1620 | loss: 0.0311676 | val_loss: 0.0311738 | Time: 2540.61 ms [2022-04-05 10:19:31 main:574] : INFO : Epoch 1621 | loss: 0.0311679 | val_loss: 0.0311751 | Time: 2806.65 ms [2022-04-05 10:19:33 main:574] : INFO : Epoch 1622 | loss: 0.0311715 | val_loss: 0.0311778 | Time: 2859.78 ms [2022-04-05 10:19:36 main:574] : INFO : Epoch 1623 | loss: 0.031179 | val_loss: 0.0311807 | Time: 2744.78 ms [2022-04-05 10:19:39 main:574] : INFO : Epoch 1624 | loss: 0.0311797 | val_loss: 0.0311828 | Time: 2654.19 ms [2022-04-05 10:19:42 main:574] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 2824.86 ms [2022-04-05 10:19:44 main:574] : INFO : Epoch 1626 | loss: 0.0311767 | val_loss: 0.0311806 | Time: 2872.99 ms [2022-04-05 10:19:47 main:574] : INFO : Epoch 1627 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 2569.55 ms [2022-04-05 10:19:50 main:574] : INFO : Epoch 1628 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 2703.26 ms [2022-04-05 10:19:52 main:574] : INFO : Epoch 1629 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 2734.28 ms [2022-04-05 10:19:55 main:574] : INFO : Epoch 1630 | loss: 0.0311836 | val_loss: 0.0311858 | Time: 2740.13 ms [2022-04-05 10:19:58 main:574] : INFO : Epoch 1631 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 2766.93 ms [2022-04-05 10:20:01 main:574] : INFO : Epoch 1632 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 2720.18 ms [2022-04-05 10:20:03 main:574] : INFO : Epoch 1633 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2718.55 ms [2022-04-05 10:20:06 main:574] : INFO : Epoch 1634 | loss: 0.0311809 | val_loss: 0.0311836 | Time: 2641.46 ms [2022-04-05 10:20:09 main:574] : INFO : Epoch 1635 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 2863.15 ms [2022-04-05 10:20:12 main:574] : INFO : Epoch 1636 | loss: 0.0311792 | val_loss: 0.0311824 | Time: 2776.31 ms [2022-04-05 10:20:14 main:574] : INFO : Epoch 1637 | loss: 0.0311785 | val_loss: 0.0311836 | Time: 2704.01 ms [2022-04-05 10:20:17 main:574] : INFO : Epoch 1638 | loss: 0.0311784 | val_loss: 0.031182 | Time: 2713.72 ms [2022-04-05 10:20:20 main:574] : INFO : Epoch 1639 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2687.39 ms [2022-04-05 10:20:23 main:574] : INFO : Epoch 1640 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2780.57 ms [2022-04-05 10:20:25 main:574] : INFO : Epoch 1641 | loss: 0.0311794 | val_loss: 0.031184 | Time: 2694.78 ms [2022-04-05 10:20:28 main:574] : INFO : Epoch 1642 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 2561.77 ms [2022-04-05 10:20:31 main:574] : INFO : Epoch 1643 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 2773.13 ms [2022-04-05 10:20:33 main:574] : INFO : Epoch 1644 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 2804.71 ms [2022-04-05 10:20:36 main:574] : INFO : Epoch 1645 | loss: 0.0311774 | val_loss: 0.0311798 | Time: 2644.78 ms [2022-04-05 10:20:39 main:574] : INFO : Epoch 1646 | loss: 0.031178 | val_loss: 0.03118 | Time: 2730.18 ms [2022-04-05 10:20:42 main:574] : INFO : Epoch 1647 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 2579.09 ms [2022-04-05 10:20:44 main:574] : INFO : Epoch 1648 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 2672.24 ms [2022-04-05 10:20:47 main:574] : INFO : Epoch 1649 | loss: 0.0311808 | val_loss: 0.0311808 | Time: 2820.69 ms [2022-04-05 10:20:50 main:574] : INFO : Epoch 1650 | loss: 0.0311817 | val_loss: 0.0311805 | Time: 2799.94 ms [2022-04-05 10:20:52 main:574] : INFO : Epoch 1651 | loss: 0.0311822 | val_loss: 0.0311812 | Time: 2609.49 ms [2022-04-05 10:20:55 main:574] : INFO : Epoch 1652 | loss: 0.0311804 | val_loss: 0.0311806 | Time: 2733.46 ms [2022-04-05 10:20:58 main:574] : INFO : Epoch 1653 | loss: 0.0311795 | val_loss: 0.0311827 | Time: 2798.08 ms [2022-04-05 10:21:01 main:574] : INFO : Epoch 1654 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 2741.94 ms [2022-04-05 10:21:03 main:574] : INFO : Epoch 1655 | loss: 0.0311802 | val_loss: 0.031181 | Time: 2748.01 ms [2022-04-05 10:21:06 main:574] : INFO : Epoch 1656 | loss: 0.0311799 | val_loss: 0.0311819 | Time: 2709.32 ms [2022-04-05 10:21:09 main:574] : INFO : Epoch 1657 | loss: 0.0311803 | val_loss: 0.0311797 | Time: 2803.96 ms [2022-04-05 10:21:12 main:574] : INFO : Epoch 1658 | loss: 0.0311792 | val_loss: 0.0311815 | Time: 2864.65 ms [2022-04-05 10:21:15 main:574] : INFO : Epoch 1659 | loss: 0.0311787 | val_loss: 0.03118 | Time: 2747.29 ms [2022-04-05 10:21:17 main:574] : INFO : Epoch 1660 | loss: 0.0311786 | val_loss: 0.03118 | Time: 2678.42 ms [2022-04-05 10:21:20 main:574] : INFO : Epoch 1661 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 2595.01 ms [2022-04-05 10:21:23 main:574] : INFO : Epoch 1662 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 2894.33 ms [2022-04-05 10:21:26 main:574] : INFO : Epoch 1663 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 2748.84 ms [2022-04-05 10:21:28 main:574] : INFO : Epoch 1664 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 2702.4 ms [2022-04-05 10:21:31 main:574] : INFO : Epoch 1665 | loss: 0.031177 | val_loss: 0.0311794 | Time: 2712.32 ms [2022-04-05 10:21:34 main:574] : INFO : Epoch 1666 | loss: 0.031176 | val_loss: 0.0311806 | Time: 2735.82 ms [2022-04-05 10:21:36 main:574] : INFO : Epoch 1667 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 2767.79 ms [2022-04-05 10:21:39 main:574] : INFO : Epoch 1668 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 2682.34 ms [2022-04-05 10:21:42 main:574] : INFO : Epoch 1669 | loss: 0.0311751 | val_loss: 0.0311778 | Time: 2730.1 ms [2022-04-05 10:21:45 main:574] : INFO : Epoch 1670 | loss: 0.0311757 | val_loss: 0.0311777 | Time: 2778.47 ms [2022-04-05 10:21:47 main:574] : INFO : Epoch 1671 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 2803.2 ms [2022-04-05 10:21:50 main:574] : INFO : Epoch 1672 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 2756.42 ms [2022-04-05 10:21:53 main:574] : INFO : Epoch 1673 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 2640.35 ms [2022-04-05 10:21:56 main:574] : INFO : Epoch 1674 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 2709.75 ms [2022-04-05 10:21:58 main:574] : INFO : Epoch 1675 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 2740.91 ms [2022-04-05 10:22:01 main:574] : INFO : Epoch 1676 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 2759.67 ms [2022-04-05 10:22:04 main:574] : INFO : Epoch 1677 | loss: 0.0311752 | val_loss: 0.031178 | Time: 2686.57 ms [2022-04-05 10:22:07 main:574] : INFO : Epoch 1678 | loss: 0.0311752 | val_loss: 0.0311784 | Time: 2727.29 ms [2022-04-05 10:22:09 main:574] : INFO : Epoch 1679 | loss: 0.0311753 | val_loss: 0.0311775 | Time: 2738.92 ms [2022-04-05 10:22:12 main:574] : INFO : Epoch 1680 | loss: 0.0311743 | val_loss: 0.0311774 | Time: 2818.74 ms [2022-04-05 10:22:15 main:574] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 2756.15 ms [2022-04-05 10:22:18 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311803 | Time: 2747.3 ms [2022-04-05 10:22:20 main:574] : INFO : Epoch 1683 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 2659.99 ms [2022-04-05 10:22:23 main:574] : INFO : Epoch 1684 | loss: 0.031175 | val_loss: 0.0311783 | Time: 2728.03 ms [2022-04-05 10:22:26 main:574] : INFO : Epoch 1685 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 2804.32 ms [2022-04-05 10:22:28 main:574] : INFO : Epoch 1686 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 2684.95 ms [2022-04-05 10:22:31 main:574] : INFO : Epoch 1687 | loss: 0.0311722 | val_loss: 0.0311778 | Time: 2687.68 ms [2022-04-05 10:22:34 main:574] : INFO : Epoch 1688 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2764.9 ms [2022-04-05 10:22:37 main:574] : INFO : Epoch 1689 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 2878.29 ms [2022-04-05 10:22:40 main:574] : INFO : Epoch 1690 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 2730.11 ms [2022-04-05 10:22:42 main:574] : INFO : Epoch 1691 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2675.8 ms [2022-04-05 10:22:45 main:574] : INFO : Epoch 1692 | loss: 0.0311744 | val_loss: 0.0311768 | Time: 2827.21 ms [2022-04-05 10:22:48 main:574] : INFO : Epoch 1693 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2811.18 ms [2022-04-05 10:22:51 main:574] : INFO : Epoch 1694 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 2670.14 ms [2022-04-05 10:22:53 main:574] : INFO : Epoch 1695 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 2713.41 ms [2022-04-05 10:22:56 main:574] : INFO : Epoch 1696 | loss: 0.0311747 | val_loss: 0.0311768 | Time: 2753.28 ms [2022-04-05 10:22:59 main:574] : INFO : Epoch 1697 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 2858.19 ms [2022-04-05 10:23:02 main:574] : INFO : Epoch 1698 | loss: 0.0311755 | val_loss: 0.0311768 | Time: 2731.77 ms [2022-04-05 10:23:04 main:574] : INFO : Epoch 1699 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 2740.03 ms [2022-04-05 10:23:07 main:574] : INFO : Epoch 1700 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 2686.84 ms [2022-04-05 10:23:10 main:574] : INFO : Epoch 1701 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 2620.74 ms [2022-04-05 10:23:12 main:574] : INFO : Epoch 1702 | loss: 0.0311719 | val_loss: 0.031182 | Time: 2724.31 ms [2022-04-05 10:23:15 main:574] : INFO : Epoch 1703 | loss: 0.0311726 | val_loss: 0.0311764 | Time: 2761.24 ms [2022-04-05 10:23:18 main:574] : INFO : Epoch 1704 | loss: 0.0311717 | val_loss: 0.0311746 | Time: 2646.85 ms [2022-04-05 10:23:21 main:574] : INFO : Epoch 1705 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 2678.02 ms [2022-04-05 10:23:23 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.03118 | Time: 2638.51 ms [2022-04-05 10:23:26 main:574] : INFO : Epoch 1707 | loss: 0.0311732 | val_loss: 0.0311772 | Time: 2780.95 ms [2022-04-05 10:23:29 main:574] : INFO : Epoch 1708 | loss: 0.0311742 | val_loss: 0.0311816 | Time: 2690.46 ms [2022-04-05 10:23:31 main:574] : INFO : Epoch 1709 | loss: 0.031171 | val_loss: 0.0311754 | Time: 2737.96 ms [2022-04-05 10:23:34 main:574] : INFO : Epoch 1710 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 2668.27 ms [2022-04-05 10:23:37 main:574] : INFO : Epoch 1711 | loss: 0.0311719 | val_loss: 0.0311784 | Time: 2905.69 ms [2022-04-05 10:23:40 main:574] : INFO : Epoch 1712 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 2689.05 ms [2022-04-05 10:23:42 main:574] : INFO : Epoch 1713 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 2724.11 ms [2022-04-05 10:23:45 main:574] : INFO : Epoch 1714 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2682.76 ms [2022-04-05 10:23:48 main:574] : INFO : Epoch 1715 | loss: 0.0311708 | val_loss: 0.0311755 | Time: 2781.49 ms [2022-04-05 10:23:51 main:574] : INFO : Epoch 1716 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2742.08 ms [2022-04-05 10:23:53 main:574] : INFO : Epoch 1717 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2721.11 ms [2022-04-05 10:23:56 main:574] : INFO : Epoch 1718 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2702.48 ms [2022-04-05 10:23:59 main:574] : INFO : Epoch 1719 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 2761.98 ms [2022-04-05 10:24:02 main:574] : INFO : Epoch 1720 | loss: 0.0311706 | val_loss: 0.0311734 | Time: 2797.03 ms [2022-04-05 10:24:04 main:574] : INFO : Epoch 1721 | loss: 0.0311699 | val_loss: 0.0311733 | Time: 2738.14 ms [2022-04-05 10:24:07 main:574] : INFO : Epoch 1722 | loss: 0.0311696 | val_loss: 0.0311704 | Time: 2667.85 ms [2022-04-05 10:24:10 main:574] : INFO : Epoch 1723 | loss: 0.031172 | val_loss: 0.0311747 | Time: 2666.37 ms [2022-04-05 10:24:13 main:574] : INFO : Epoch 1724 | loss: 0.0311716 | val_loss: 0.0311715 | Time: 2787.82 ms [2022-04-05 10:24:15 main:574] : INFO : Epoch 1725 | loss: 0.0311695 | val_loss: 0.0311711 | Time: 2771.09 ms [2022-04-05 10:24:18 main:574] : INFO : Epoch 1726 | loss: 0.0311707 | val_loss: 0.0311723 | Time: 2704.97 ms [2022-04-05 10:24:21 main:574] : INFO : Epoch 1727 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 2741.67 ms [2022-04-05 10:24:23 main:574] : INFO : Epoch 1728 | loss: 0.031173 | val_loss: 0.0311719 | Time: 2659.72 ms [2022-04-05 10:24:26 main:574] : INFO : Epoch 1729 | loss: 0.0311732 | val_loss: 0.0311739 | Time: 2860.28 ms [2022-04-05 10:24:29 main:574] : INFO : Epoch 1730 | loss: 0.0311725 | val_loss: 0.0311718 | Time: 2747.79 ms [2022-04-05 10:24:32 main:574] : INFO : Epoch 1731 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 2739.29 ms [2022-04-05 10:24:34 main:574] : INFO : Epoch 1732 | loss: 0.0311704 | val_loss: 0.0311716 | Time: 2690.08 ms [2022-04-05 10:24:37 main:574] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 2777.36 ms [2022-04-05 10:24:40 main:574] : INFO : Epoch 1734 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 2755.03 ms [2022-04-05 10:24:43 main:574] : INFO : Epoch 1735 | loss: 0.0311715 | val_loss: 0.031171 | Time: 2706.58 ms [2022-04-05 10:24:45 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.0311722 | Time: 2697.29 ms [2022-04-05 10:24:48 main:574] : INFO : Epoch 1737 | loss: 0.03117 | val_loss: 0.0311717 | Time: 2811.57 ms [2022-04-05 10:24:51 main:574] : INFO : Epoch 1738 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 2635.63 ms [2022-04-05 10:24:54 main:574] : INFO : Epoch 1739 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2668.1 ms [2022-04-05 10:24:56 main:574] : INFO : Epoch 1740 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 2749.31 ms [2022-04-05 10:24:59 main:574] : INFO : Epoch 1741 | loss: 0.0311685 | val_loss: 0.0311728 | Time: 2738.69 ms [2022-04-05 10:25:02 main:574] : INFO : Epoch 1742 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2911.47 ms [2022-04-05 10:25:05 main:574] : INFO : Epoch 1743 | loss: 0.0311709 | val_loss: 0.031173 | Time: 2719.21 ms [2022-04-05 10:25:07 main:574] : INFO : Epoch 1744 | loss: 0.0311707 | val_loss: 0.0311744 | Time: 2724.12 ms [2022-04-05 10:25:10 main:574] : INFO : Epoch 1745 | loss: 0.0311747 | val_loss: 0.031178 | Time: 2642.14 ms [2022-04-05 10:25:13 main:574] : INFO : Epoch 1746 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 2663.35 ms [2022-04-05 10:25:16 main:574] : INFO : Epoch 1747 | loss: 0.0311867 | val_loss: 0.031378 | Time: 2800.51 ms [2022-04-05 10:25:18 main:574] : INFO : Epoch 1748 | loss: 0.0323566 | val_loss: 0.0322767 | Time: 2715.54 ms [2022-04-05 10:25:21 main:574] : INFO : Epoch 1749 | loss: 0.0319696 | val_loss: 0.0325308 | Time: 2734.96 ms [2022-04-05 10:25:24 main:574] : INFO : Epoch 1750 | loss: 0.0328059 | val_loss: 0.0315558 | Time: 2696.4 ms [2022-04-05 10:25:27 main:574] : INFO : Epoch 1751 | loss: 0.0314434 | val_loss: 0.0312611 | Time: 2845.41 ms [2022-04-05 10:25:29 main:574] : INFO : Epoch 1752 | loss: 0.0312654 | val_loss: 0.0312468 | Time: 2800.79 ms [2022-04-05 10:25:32 main:574] : INFO : Epoch 1753 | loss: 0.0312448 | val_loss: 0.0312385 | Time: 2689.21 ms [2022-04-05 10:25:35 main:574] : INFO : Epoch 1754 | loss: 0.0312364 | val_loss: 0.0312308 | Time: 2679.47 ms [2022-04-05 10:25:37 main:574] : INFO : Epoch 1755 | loss: 0.0312286 | val_loss: 0.0312216 | Time: 2753.16 ms [2022-04-05 10:25:40 main:574] : INFO : Epoch 1756 | loss: 0.0312182 | val_loss: 0.0312104 | Time: 2780.4 ms [2022-04-05 10:25:43 main:574] : INFO : Epoch 1757 | loss: 0.0312117 | val_loss: 0.0312053 | Time: 2721.95 ms [2022-04-05 10:25:46 main:574] : INFO : Epoch 1758 | loss: 0.0312074 | val_loss: 0.0312018 | Time: 2552.55 ms [2022-04-05 10:25:48 main:574] : INFO : Epoch 1759 | loss: 0.0312033 | val_loss: 0.0311972 | Time: 2689.83 ms [2022-04-05 10:25:51 main:574] : INFO : Epoch 1760 | loss: 0.0311988 | val_loss: 0.0311915 | Time: 2903.86 ms [2022-04-05 10:25:54 main:574] : INFO : Epoch 1761 | loss: 0.0311945 | val_loss: 0.031193 | Time: 2728.79 ms [2022-04-05 10:25:57 main:574] : INFO : Epoch 1762 | loss: 0.0311936 | val_loss: 0.0311853 | Time: 2719.74 ms [2022-04-05 10:25:59 main:574] : INFO : Epoch 1763 | loss: 0.0311905 | val_loss: 0.0311897 | Time: 2589.32 ms [2022-04-05 10:26:02 main:574] : INFO : Epoch 1764 | loss: 0.0311891 | val_loss: 0.0311843 | Time: 2821.74 ms [2022-04-05 10:26:05 main:574] : INFO : Epoch 1765 | loss: 0.0311924 | val_loss: 0.0311839 | Time: 2769.28 ms [2022-04-05 10:26:08 main:574] : INFO : Epoch 1766 | loss: 0.0311891 | val_loss: 0.0311886 | Time: 2764.54 ms [2022-04-05 10:26:10 main:574] : INFO : Epoch 1767 | loss: 0.0311903 | val_loss: 0.0311857 | Time: 2719.03 ms [2022-04-05 10:26:13 main:574] : INFO : Epoch 1768 | loss: 0.0311853 | val_loss: 0.0311857 | Time: 2695.53 ms [2022-04-05 10:26:16 main:574] : INFO : Epoch 1769 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 2904.77 ms [2022-04-05 10:26:19 main:574] : INFO : Epoch 1770 | loss: 0.0311851 | val_loss: 0.0311824 | Time: 2689.62 ms [2022-04-05 10:26:21 main:574] : INFO : Epoch 1771 | loss: 0.0311862 | val_loss: 0.0311814 | Time: 2734.92 ms [2022-04-05 10:26:24 main:574] : INFO : Epoch 1772 | loss: 0.0311878 | val_loss: 0.0311814 | Time: 2836.99 ms [2022-04-05 10:26:27 main:574] : INFO : Epoch 1773 | loss: 0.0311843 | val_loss: 0.0311807 | Time: 2631.77 ms [2022-04-05 10:26:30 main:574] : INFO : Epoch 1774 | loss: 0.0311849 | val_loss: 0.0311986 | Time: 2768.26 ms [2022-04-05 10:26:32 main:574] : INFO : Epoch 1775 | loss: 0.0311954 | val_loss: 0.0311967 | Time: 2686.23 ms [2022-04-05 10:26:35 main:574] : INFO : Epoch 1776 | loss: 0.0311842 | val_loss: 0.0311814 | Time: 2775.93 ms [2022-04-05 10:26:38 main:574] : INFO : Epoch 1777 | loss: 0.0311853 | val_loss: 0.031187 | Time: 2748.59 ms [2022-04-05 10:26:41 main:574] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311799 | Time: 2788.01 ms [2022-04-05 10:26:43 main:574] : INFO : Epoch 1779 | loss: 0.0311817 | val_loss: 0.0311808 | Time: 2593.61 ms [2022-04-05 10:26:46 main:574] : INFO : Epoch 1780 | loss: 0.0311828 | val_loss: 0.0311795 | Time: 2696.3 ms [2022-04-05 10:26:49 main:574] : INFO : Epoch 1781 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 2732.43 ms [2022-04-05 10:26:52 main:574] : INFO : Epoch 1782 | loss: 0.0311854 | val_loss: 0.0311842 | Time: 2888.35 ms [2022-04-05 10:26:54 main:574] : INFO : Epoch 1783 | loss: 0.0311817 | val_loss: 0.0311793 | Time: 2650.68 ms [2022-04-05 10:26:57 main:574] : INFO : Epoch 1784 | loss: 0.0311812 | val_loss: 0.0311798 | Time: 2730.48 ms [2022-04-05 10:27:00 main:574] : INFO : Epoch 1785 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 2803.74 ms [2022-04-05 10:27:03 main:574] : INFO : Epoch 1786 | loss: 0.0311851 | val_loss: 0.0311837 | Time: 2845.46 ms [2022-04-05 10:27:05 main:574] : INFO : Epoch 1787 | loss: 0.0311846 | val_loss: 0.0311796 | Time: 2764.09 ms [2022-04-05 10:27:08 main:574] : INFO : Epoch 1788 | loss: 0.031181 | val_loss: 0.0311805 | Time: 2712.37 ms [2022-04-05 10:27:11 main:574] : INFO : Epoch 1789 | loss: 0.0311801 | val_loss: 0.0311792 | Time: 2786.57 ms [2022-04-05 10:27:14 main:574] : INFO : Epoch 1790 | loss: 0.0311813 | val_loss: 0.03118 | Time: 2766.5 ms [2022-04-05 10:27:16 main:574] : INFO : Epoch 1791 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2686.14 ms [2022-04-05 10:27:19 main:574] : INFO : Epoch 1792 | loss: 0.031182 | val_loss: 0.031179 | Time: 2707.87 ms [2022-04-05 10:27:22 main:574] : INFO : Epoch 1793 | loss: 0.0311801 | val_loss: 0.0311798 | Time: 2664.12 ms [2022-04-05 10:27:25 main:574] : INFO : Epoch 1794 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 2804.26 ms [2022-04-05 10:27:27 main:574] : INFO : Epoch 1795 | loss: 0.0311799 | val_loss: 0.0311898 | Time: 2812.14 ms [2022-04-05 10:27:30 main:574] : INFO : Epoch 1796 | loss: 0.0311827 | val_loss: 0.0311793 | Time: 2716.86 ms [2022-04-05 10:27:33 main:574] : INFO : Epoch 1797 | loss: 0.031182 | val_loss: 0.0311788 | Time: 2704.44 ms [2022-04-05 10:27:36 main:574] : INFO : Epoch 1798 | loss: 0.0311828 | val_loss: 0.0311787 | Time: 2768.69 ms [2022-04-05 10:27:38 main:574] : INFO : Epoch 1799 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 2816.45 ms [2022-04-05 10:27:41 main:574] : INFO : Epoch 1800 | loss: 0.0311834 | val_loss: 0.0311786 | Time: 2721.58 ms [2022-04-05 10:27:44 main:574] : INFO : Epoch 1801 | loss: 0.0311807 | val_loss: 0.0311794 | Time: 2640.98 ms [2022-04-05 10:27:46 main:574] : INFO : Epoch 1802 | loss: 0.031179 | val_loss: 0.03118 | Time: 2752.07 ms [2022-04-05 10:27:49 main:574] : INFO : Epoch 1803 | loss: 0.0311814 | val_loss: 0.0311791 | Time: 2831.76 ms [2022-04-05 10:27:52 main:574] : INFO : Epoch 1804 | loss: 0.0311846 | val_loss: 0.0311891 | Time: 2772.96 ms [2022-04-05 10:27:55 main:574] : INFO : Epoch 1805 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 2618.12 ms [2022-04-05 10:27:57 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0311801 | Time: 2636.13 ms [2022-04-05 10:28:00 main:574] : INFO : Epoch 1807 | loss: 0.0311798 | val_loss: 0.0311788 | Time: 2629.48 ms [2022-04-05 10:28:03 main:574] : INFO : Epoch 1808 | loss: 0.0311792 | val_loss: 0.0311786 | Time: 2614.38 ms [2022-04-05 10:28:05 main:574] : INFO : Epoch 1809 | loss: 0.03118 | val_loss: 0.0311788 | Time: 2811.07 ms [2022-04-05 10:28:08 main:574] : INFO : Epoch 1810 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 2690.4 ms [2022-04-05 10:28:11 main:574] : INFO : Epoch 1811 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 2706.74 ms [2022-04-05 10:28:14 main:574] : INFO : Epoch 1812 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2787.81 ms [2022-04-05 10:28:16 main:574] : INFO : Epoch 1813 | loss: 0.0311798 | val_loss: 0.0311855 | Time: 2824.28 ms [2022-04-05 10:28:19 main:574] : INFO : Epoch 1814 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 2637.89 ms [2022-04-05 10:28:22 main:574] : INFO : Epoch 1815 | loss: 0.0311856 | val_loss: 0.0311885 | Time: 2720.66 ms [2022-04-05 10:28:25 main:574] : INFO : Epoch 1816 | loss: 0.0311823 | val_loss: 0.0311869 | Time: 2697.22 ms [2022-04-05 10:28:27 main:574] : INFO : Epoch 1817 | loss: 0.0311823 | val_loss: 0.0311796 | Time: 2855.73 ms [2022-04-05 10:28:30 main:574] : INFO : Epoch 1818 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 2662.14 ms [2022-04-05 10:28:33 main:574] : INFO : Epoch 1819 | loss: 0.0311784 | val_loss: 0.0311791 | Time: 2727.41 ms [2022-04-05 10:28:35 main:574] : INFO : Epoch 1820 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 2700.56 ms [2022-04-05 10:28:38 main:574] : INFO : Epoch 1821 | loss: 0.0311825 | val_loss: 0.0311792 | Time: 2788.48 ms [2022-04-05 10:28:41 main:574] : INFO : Epoch 1822 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 2958.58 ms [2022-04-05 10:28:44 main:574] : INFO : Epoch 1823 | loss: 0.0311795 | val_loss: 0.0311782 | Time: 2707.5 ms [2022-04-05 10:28:47 main:574] : INFO : Epoch 1824 | loss: 0.0311776 | val_loss: 0.0311806 | Time: 2698.17 ms [2022-04-05 10:28:49 main:574] : INFO : Epoch 1825 | loss: 0.0311788 | val_loss: 0.0311822 | Time: 2763.64 ms [2022-04-05 10:28:52 main:574] : INFO : Epoch 1826 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 2833.45 ms [2022-04-05 10:28:55 main:574] : INFO : Epoch 1827 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 2707.1 ms [2022-04-05 10:28:58 main:574] : INFO : Epoch 1828 | loss: 0.0311833 | val_loss: 0.0311807 | Time: 2704.18 ms [2022-04-05 10:29:00 main:574] : INFO : Epoch 1829 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 2757.04 ms [2022-04-05 10:29:03 main:574] : INFO : Epoch 1830 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 2803.46 ms [2022-04-05 10:29:06 main:574] : INFO : Epoch 1831 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 2742.65 ms [2022-04-05 10:29:09 main:574] : INFO : Epoch 1832 | loss: 0.031183 | val_loss: 0.0311872 | Time: 2605.32 ms [2022-04-05 10:29:11 main:574] : INFO : Epoch 1833 | loss: 0.0311821 | val_loss: 0.0311796 | Time: 2621.91 ms [2022-04-05 10:29:14 main:574] : INFO : Epoch 1834 | loss: 0.031179 | val_loss: 0.0311809 | Time: 2936.01 ms [2022-04-05 10:29:17 main:574] : INFO : Epoch 1835 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 2846.97 ms [2022-04-05 10:29:20 main:574] : INFO : Epoch 1836 | loss: 0.031182 | val_loss: 0.0311803 | Time: 2759.12 ms [2022-04-05 10:29:23 main:574] : INFO : Epoch 1837 | loss: 0.0311791 | val_loss: 0.0311785 | Time: 2744.36 ms [2022-04-05 10:29:25 main:574] : INFO : Epoch 1838 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 2794.75 ms [2022-04-05 10:29:28 main:574] : INFO : Epoch 1839 | loss: 0.0311784 | val_loss: 0.0311794 | Time: 2853.76 ms [2022-04-05 10:29:31 main:574] : INFO : Epoch 1840 | loss: 0.0311801 | val_loss: 0.0311831 | Time: 2668.43 ms [2022-04-05 10:29:34 main:574] : INFO : Epoch 1841 | loss: 0.0311794 | val_loss: 0.0311786 | Time: 2693.82 ms [2022-04-05 10:29:36 main:574] : INFO : Epoch 1842 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 2623.43 ms [2022-04-05 10:29:39 main:574] : INFO : Epoch 1843 | loss: 0.0311786 | val_loss: 0.0311801 | Time: 2879.07 ms [2022-04-05 10:29:42 main:574] : INFO : Epoch 1844 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 2640.1 ms [2022-04-05 10:29:44 main:574] : INFO : Epoch 1845 | loss: 0.0311841 | val_loss: 0.0311832 | Time: 2705.01 ms [2022-04-05 10:29:47 main:574] : INFO : Epoch 1846 | loss: 0.0311826 | val_loss: 0.0311807 | Time: 2601.85 ms [2022-04-05 10:29:50 main:574] : INFO : Epoch 1847 | loss: 0.0311815 | val_loss: 0.031179 | Time: 2799.85 ms [2022-04-05 10:29:53 main:574] : INFO : Epoch 1848 | loss: 0.0311808 | val_loss: 0.0311774 | Time: 2830.1 ms [2022-04-05 10:29:55 main:574] : INFO : Epoch 1849 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 2641.11 ms [2022-04-05 10:29:58 main:574] : INFO : Epoch 1850 | loss: 0.0311811 | val_loss: 0.031178 | Time: 2662.86 ms [2022-04-05 10:30:01 main:574] : INFO : Epoch 1851 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 2633.4 ms [2022-04-05 10:30:03 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0311785 | Time: 2803.29 ms [2022-04-05 10:30:06 main:574] : INFO : Epoch 1853 | loss: 0.0311805 | val_loss: 0.0311805 | Time: 2786.77 ms [2022-04-05 10:30:09 main:574] : INFO : Epoch 1854 | loss: 0.0311811 | val_loss: 0.0311773 | Time: 2741.65 ms [2022-04-05 10:30:12 main:574] : INFO : Epoch 1855 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 2688.37 ms [2022-04-05 10:30:14 main:574] : INFO : Epoch 1856 | loss: 0.0311823 | val_loss: 0.0311788 | Time: 2780.14 ms [2022-04-05 10:30:17 main:574] : INFO : Epoch 1857 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 2801.6 ms [2022-04-05 10:30:20 main:574] : INFO : Epoch 1858 | loss: 0.0311793 | val_loss: 0.0311768 | Time: 2746.02 ms [2022-04-05 10:30:23 main:574] : INFO : Epoch 1859 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 2719.81 ms [2022-04-05 10:30:25 main:574] : INFO : Epoch 1860 | loss: 0.0311836 | val_loss: 0.0311802 | Time: 2631.95 ms [2022-04-05 10:30:28 main:574] : INFO : Epoch 1861 | loss: 0.0311802 | val_loss: 0.0311765 | Time: 2755.7 ms [2022-04-05 10:30:31 main:574] : INFO : Epoch 1862 | loss: 0.031179 | val_loss: 0.0311756 | Time: 2727.92 ms [2022-04-05 10:30:34 main:574] : INFO : Epoch 1863 | loss: 0.031179 | val_loss: 0.0311775 | Time: 2754.96 ms [2022-04-05 10:30:36 main:574] : INFO : Epoch 1864 | loss: 0.0311808 | val_loss: 0.0311804 | Time: 2658.92 ms [2022-04-05 10:30:39 main:574] : INFO : Epoch 1865 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 2731.25 ms [2022-04-05 10:30:42 main:574] : INFO : Epoch 1866 | loss: 0.031181 | val_loss: 0.0311784 | Time: 2899.4 ms [2022-04-05 10:30:45 main:574] : INFO : Epoch 1867 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 2707.82 ms [2022-04-05 10:30:47 main:574] : INFO : Epoch 1868 | loss: 0.0311815 | val_loss: 0.0311769 | Time: 2694.61 ms [2022-04-05 10:30:50 main:574] : INFO : Epoch 1869 | loss: 0.031178 | val_loss: 0.0311763 | Time: 2740.84 ms [2022-04-05 10:30:53 main:574] : INFO : Epoch 1870 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2920.63 ms [2022-04-05 10:30:56 main:574] : INFO : Epoch 1871 | loss: 0.0311776 | val_loss: 0.0311762 | Time: 2715.09 ms [2022-04-05 10:30:58 main:574] : INFO : Epoch 1872 | loss: 0.0311786 | val_loss: 0.0311781 | Time: 2708.6 ms [2022-04-05 10:31:01 main:574] : INFO : Epoch 1873 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 2746.48 ms [2022-04-05 10:31:04 main:574] : INFO : Epoch 1874 | loss: 0.0311785 | val_loss: 0.0311769 | Time: 2750.58 ms [2022-04-05 10:31:07 main:574] : INFO : Epoch 1875 | loss: 0.0311783 | val_loss: 0.0311765 | Time: 2804.64 ms [2022-04-05 10:31:10 main:574] : INFO : Epoch 1876 | loss: 0.0311774 | val_loss: 0.031179 | Time: 2771.89 ms [2022-04-05 10:31:12 main:574] : INFO : Epoch 1877 | loss: 0.0311774 | val_loss: 0.0311765 | Time: 2682.36 ms [2022-04-05 10:31:15 main:574] : INFO : Epoch 1878 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 2861.18 ms [2022-04-05 10:31:18 main:574] : INFO : Epoch 1879 | loss: 0.031177 | val_loss: 0.0311769 | Time: 2762.89 ms [2022-04-05 10:31:21 main:574] : INFO : Epoch 1880 | loss: 0.0311774 | val_loss: 0.031179 | Time: 2714.99 ms [2022-04-05 10:31:23 main:574] : INFO : Epoch 1881 | loss: 0.0311786 | val_loss: 0.0311764 | Time: 2740.31 ms [2022-04-05 10:31:26 main:574] : INFO : Epoch 1882 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 2722.42 ms [2022-04-05 10:31:29 main:574] : INFO : Epoch 1883 | loss: 0.0311786 | val_loss: 0.0311769 | Time: 2721.66 ms [2022-04-05 10:31:31 main:574] : INFO : Epoch 1884 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2683.45 ms [2022-04-05 10:31:34 main:574] : INFO : Epoch 1885 | loss: 0.0311779 | val_loss: 0.0311764 | Time: 2661.56 ms [2022-04-05 10:31:37 main:574] : INFO : Epoch 1886 | loss: 0.0311775 | val_loss: 0.0311791 | Time: 2629.72 ms [2022-04-05 10:31:40 main:574] : INFO : Epoch 1887 | loss: 0.0311783 | val_loss: 0.031177 | Time: 2837.19 ms [2022-04-05 10:31:42 main:574] : INFO : Epoch 1888 | loss: 0.0311766 | val_loss: 0.0311787 | Time: 2802.44 ms [2022-04-05 10:31:45 main:574] : INFO : Epoch 1889 | loss: 0.03118 | val_loss: 0.0311786 | Time: 2742.32 ms [2022-04-05 10:31:48 main:574] : INFO : Epoch 1890 | loss: 0.0311812 | val_loss: 0.0311777 | Time: 2638.22 ms [2022-04-05 10:31:51 main:574] : INFO : Epoch 1891 | loss: 0.0311817 | val_loss: 0.0311771 | Time: 2727.32 ms [2022-04-05 10:31:53 main:574] : INFO : Epoch 1892 | loss: 0.0311785 | val_loss: 0.0311767 | Time: 2797.52 ms [2022-04-05 10:31:56 main:574] : INFO : Epoch 1893 | loss: 0.0311768 | val_loss: 0.0311768 | Time: 2677.41 ms [2022-04-05 10:31:59 main:574] : INFO : Epoch 1894 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 2714.98 ms [2022-04-05 10:32:01 main:574] : INFO : Epoch 1895 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 2696.86 ms [2022-04-05 10:32:04 main:574] : INFO : Epoch 1896 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2731.52 ms [2022-04-05 10:32:07 main:574] : INFO : Epoch 1897 | loss: 0.0311786 | val_loss: 0.0311772 | Time: 2844.06 ms [2022-04-05 10:32:10 main:574] : INFO : Epoch 1898 | loss: 0.0311779 | val_loss: 0.0311775 | Time: 2713.95 ms [2022-04-05 10:32:12 main:574] : INFO : Epoch 1899 | loss: 0.0311783 | val_loss: 0.031181 | Time: 2684.8 ms [2022-04-05 10:32:15 main:574] : INFO : Epoch 1900 | loss: 0.0311771 | val_loss: 0.0311762 | Time: 2710.65 ms [2022-04-05 10:32:18 main:574] : INFO : Epoch 1901 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 2878.67 ms [2022-04-05 10:32:21 main:574] : INFO : Epoch 1902 | loss: 0.0311778 | val_loss: 0.0311755 | Time: 2666.36 ms [2022-04-05 10:32:23 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.0311758 | Time: 2692.61 ms [2022-04-05 10:32:26 main:574] : INFO : Epoch 1904 | loss: 0.0311766 | val_loss: 0.0311755 | Time: 2676.3 ms [2022-04-05 10:32:29 main:574] : INFO : Epoch 1905 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 2663.53 ms [2022-04-05 10:32:31 main:574] : INFO : Epoch 1906 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 2686.23 ms [2022-04-05 10:32:34 main:574] : INFO : Epoch 1907 | loss: 0.0311759 | val_loss: 0.0311754 | Time: 2666 ms [2022-04-05 10:32:37 main:574] : INFO : Epoch 1908 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 2657.97 ms [2022-04-05 10:32:39 main:574] : INFO : Epoch 1909 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2695.73 ms [2022-04-05 10:32:42 main:574] : INFO : Epoch 1910 | loss: 0.0311759 | val_loss: 0.0311767 | Time: 2819.68 ms [2022-04-05 10:32:45 main:574] : INFO : Epoch 1911 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2654.3 ms [2022-04-05 10:32:48 main:574] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 2670.8 ms [2022-04-05 10:32:50 main:574] : INFO : Epoch 1913 | loss: 0.031175 | val_loss: 0.0311764 | Time: 2543.37 ms [2022-04-05 10:32:53 main:574] : INFO : Epoch 1914 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2760.45 ms [2022-04-05 10:32:56 main:574] : INFO : Epoch 1915 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 2747.09 ms [2022-04-05 10:32:58 main:574] : INFO : Epoch 1916 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 2809.76 ms [2022-04-05 10:33:01 main:574] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 2711.63 ms [2022-04-05 10:33:04 main:574] : INFO : Epoch 1918 | loss: 0.0311748 | val_loss: 0.0311754 | Time: 2683.86 ms [2022-04-05 10:33:07 main:574] : INFO : Epoch 1919 | loss: 0.0311747 | val_loss: 0.0311752 | Time: 2830.64 ms [2022-04-05 10:33:10 main:574] : INFO : Epoch 1920 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 2873.79 ms [2022-04-05 10:33:12 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 2621.91 ms [2022-04-05 10:33:15 main:574] : INFO : Epoch 1922 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 2607.82 ms [2022-04-05 10:33:17 main:574] : INFO : Epoch 1923 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 2604.78 ms [2022-04-05 10:33:20 main:574] : INFO : Epoch 1924 | loss: 0.0311744 | val_loss: 0.0311769 | Time: 2723.21 ms [2022-04-05 10:33:23 main:574] : INFO : Epoch 1925 | loss: 0.0311775 | val_loss: 0.0311776 | Time: 2881.71 ms [2022-04-05 10:33:26 main:574] : INFO : Epoch 1926 | loss: 0.0311762 | val_loss: 0.0311751 | Time: 2740 ms [2022-04-05 10:33:29 main:574] : INFO : Epoch 1927 | loss: 0.0311805 | val_loss: 0.0311757 | Time: 2718.31 ms [2022-04-05 10:33:31 main:574] : INFO : Epoch 1928 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 2709.5 ms [2022-04-05 10:33:34 main:574] : INFO : Epoch 1929 | loss: 0.0311736 | val_loss: 0.0311748 | Time: 2730.93 ms [2022-04-05 10:33:37 main:574] : INFO : Epoch 1930 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2727.62 ms [2022-04-05 10:33:39 main:574] : INFO : Epoch 1931 | loss: 0.0311727 | val_loss: 0.0311812 | Time: 2623.01 ms [2022-04-05 10:33:42 main:574] : INFO : Epoch 1932 | loss: 0.0311773 | val_loss: 0.0311772 | Time: 2781.51 ms [2022-04-05 10:33:45 main:574] : INFO : Epoch 1933 | loss: 0.031176 | val_loss: 0.0311758 | Time: 2812.37 ms [2022-04-05 10:33:48 main:574] : INFO : Epoch 1934 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 2720.33 ms [2022-04-05 10:33:50 main:574] : INFO : Epoch 1935 | loss: 0.0311741 | val_loss: 0.0311763 | Time: 2739.4 ms [2022-04-05 10:33:53 main:574] : INFO : Epoch 1936 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 2722.28 ms [2022-04-05 10:33:56 main:574] : INFO : Epoch 1937 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 2732.7 ms [2022-04-05 10:33:59 main:574] : INFO : Epoch 1938 | loss: 0.031173 | val_loss: 0.0311765 | Time: 2709.13 ms [2022-04-05 10:34:01 main:574] : INFO : Epoch 1939 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 2727.29 ms [2022-04-05 10:34:04 main:574] : INFO : Epoch 1940 | loss: 0.0311748 | val_loss: 0.0311818 | Time: 2713.6 ms [2022-04-05 10:34:07 main:574] : INFO : Epoch 1941 | loss: 0.0311743 | val_loss: 0.0311762 | Time: 2714.56 ms [2022-04-05 10:34:10 main:574] : INFO : Epoch 1942 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 2805.03 ms [2022-04-05 10:34:12 main:574] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 2798.32 ms [2022-04-05 10:34:15 main:574] : INFO : Epoch 1944 | loss: 0.0311724 | val_loss: 0.0311769 | Time: 2675.19 ms [2022-04-05 10:34:18 main:574] : INFO : Epoch 1945 | loss: 0.0311721 | val_loss: 0.0311764 | Time: 2625.92 ms [2022-04-05 10:34:20 main:574] : INFO : Epoch 1946 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2805.51 ms [2022-04-05 10:34:23 main:574] : INFO : Epoch 1947 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 2908.22 ms [2022-04-05 10:34:26 main:574] : INFO : Epoch 1948 | loss: 0.0311766 | val_loss: 0.0311788 | Time: 2676.44 ms [2022-04-05 10:34:29 main:574] : INFO : Epoch 1949 | loss: 0.031178 | val_loss: 0.0311816 | Time: 2690.59 ms [2022-04-05 10:34:31 main:574] : INFO : Epoch 1950 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 2662.42 ms [2022-04-05 10:34:34 main:574] : INFO : Epoch 1951 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 2736.77 ms [2022-04-05 10:34:37 main:574] : INFO : Epoch 1952 | loss: 0.0311767 | val_loss: 0.0311803 | Time: 2764.59 ms [2022-04-05 10:34:40 main:574] : INFO : Epoch 1953 | loss: 0.0311753 | val_loss: 0.031178 | Time: 2629.04 ms [2022-04-05 10:34:42 main:574] : INFO : Epoch 1954 | loss: 0.0311746 | val_loss: 0.0311795 | Time: 2702.52 ms [2022-04-05 10:34:45 main:574] : INFO : Epoch 1955 | loss: 0.0311753 | val_loss: 0.0311767 | Time: 2793.38 ms [2022-04-05 10:34:48 main:574] : INFO : Epoch 1956 | loss: 0.0311763 | val_loss: 0.0311775 | Time: 2771.89 ms [2022-04-05 10:34:51 main:574] : INFO : Epoch 1957 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 2695.95 ms [2022-04-05 10:34:53 main:574] : INFO : Epoch 1958 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2718.8 ms [2022-04-05 10:34:56 main:574] : INFO : Epoch 1959 | loss: 0.0311757 | val_loss: 0.0311814 | Time: 2628.49 ms [2022-04-05 10:34:59 main:574] : INFO : Epoch 1960 | loss: 0.0311761 | val_loss: 0.031178 | Time: 2711.24 ms [2022-04-05 10:35:01 main:574] : INFO : Epoch 1961 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 2767.25 ms [2022-04-05 10:35:04 main:574] : INFO : Epoch 1962 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2562.39 ms [2022-04-05 10:35:07 main:574] : INFO : Epoch 1963 | loss: 0.0311739 | val_loss: 0.0311784 | Time: 2722.36 ms [2022-04-05 10:35:09 main:574] : INFO : Epoch 1964 | loss: 0.0311758 | val_loss: 0.0311764 | Time: 2767.38 ms [2022-04-05 10:35:12 main:574] : INFO : Epoch 1965 | loss: 0.0311742 | val_loss: 0.0311769 | Time: 2811.87 ms [2022-04-05 10:35:15 main:574] : INFO : Epoch 1966 | loss: 0.0311742 | val_loss: 0.0311768 | Time: 2765.06 ms [2022-04-05 10:35:18 main:574] : INFO : Epoch 1967 | loss: 0.0311757 | val_loss: 0.0311819 | Time: 2667.85 ms [2022-04-05 10:35:20 main:574] : INFO : Epoch 1968 | loss: 0.0311752 | val_loss: 0.0311839 | Time: 2618.72 ms [2022-04-05 10:35:23 main:574] : INFO : Epoch 1969 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 2845.74 ms [2022-04-05 10:35:26 main:574] : INFO : Epoch 1970 | loss: 0.0311748 | val_loss: 0.0311758 | Time: 2785.28 ms [2022-04-05 10:35:29 main:574] : INFO : Epoch 1971 | loss: 0.0311752 | val_loss: 0.0311756 | Time: 2746.81 ms [2022-04-05 10:35:31 main:574] : INFO : Epoch 1972 | loss: 0.0311732 | val_loss: 0.0311766 | Time: 2721.52 ms [2022-04-05 10:35:34 main:574] : INFO : Epoch 1973 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 2774.69 ms [2022-04-05 10:35:37 main:574] : INFO : Epoch 1974 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 2884.72 ms [2022-04-05 10:35:40 main:574] : INFO : Epoch 1975 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 2715.49 ms [2022-04-05 10:35:43 main:574] : INFO : Epoch 1976 | loss: 0.031173 | val_loss: 0.0311769 | Time: 2732.35 ms [2022-04-05 10:35:45 main:574] : INFO : Epoch 1977 | loss: 0.0311727 | val_loss: 0.0311762 | Time: 2777.26 ms [2022-04-05 10:35:48 main:574] : INFO : Epoch 1978 | loss: 0.0311744 | val_loss: 0.0311791 | Time: 2839.36 ms [2022-04-05 10:35:51 main:574] : INFO : Epoch 1979 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 2739.72 ms [2022-04-05 10:35:54 main:574] : INFO : Epoch 1980 | loss: 0.0311719 | val_loss: 0.031178 | Time: 2637.4 ms [2022-04-05 10:35:56 main:574] : INFO : Epoch 1981 | loss: 0.0311756 | val_loss: 0.0311865 | Time: 2688.27 ms [2022-04-05 10:35:59 main:574] : INFO : Epoch 1982 | loss: 0.0311747 | val_loss: 0.031178 | Time: 2705.32 ms [2022-04-05 10:36:02 main:574] : INFO : Epoch 1983 | loss: 0.0311727 | val_loss: 0.0311771 | Time: 2722.2 ms [2022-04-05 10:36:04 main:574] : INFO : Epoch 1984 | loss: 0.031172 | val_loss: 0.0311772 | Time: 2687.85 ms [2022-04-05 10:36:07 main:574] : INFO : Epoch 1985 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 2722.84 ms [2022-04-05 10:36:10 main:574] : INFO : Epoch 1986 | loss: 0.0311742 | val_loss: 0.031179 | Time: 2724.45 ms [2022-04-05 10:36:13 main:574] : INFO : Epoch 1987 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 2684.6 ms [2022-04-05 10:36:15 main:574] : INFO : Epoch 1988 | loss: 0.0311709 | val_loss: 0.031178 | Time: 2670.44 ms [2022-04-05 10:36:18 main:574] : INFO : Epoch 1989 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 2741.14 ms [2022-04-05 10:36:21 main:574] : INFO : Epoch 1990 | loss: 0.0311728 | val_loss: 0.0311779 | Time: 2757.62 ms [2022-04-05 10:36:24 main:574] : INFO : Epoch 1991 | loss: 0.0311719 | val_loss: 0.031185 | Time: 2821.34 ms [2022-04-05 10:36:26 main:574] : INFO : Epoch 1992 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 2798.45 ms [2022-04-05 10:36:29 main:574] : INFO : Epoch 1993 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 2651.81 ms [2022-04-05 10:36:32 main:574] : INFO : Epoch 1994 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 2627.5 ms [2022-04-05 10:36:34 main:574] : INFO : Epoch 1995 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2821.81 ms [2022-04-05 10:36:37 main:574] : INFO : Epoch 1996 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 2850.89 ms [2022-04-05 10:36:40 main:574] : INFO : Epoch 1997 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2722.03 ms [2022-04-05 10:36:43 main:574] : INFO : Epoch 1998 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2700.26 ms [2022-04-05 10:36:45 main:574] : INFO : Epoch 1999 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 2675.72 ms [2022-04-05 10:36:48 main:574] : INFO : Epoch 2000 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 2707.58 ms [2022-04-05 10:36:51 main:574] : INFO : Epoch 2001 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 2734.65 ms [2022-04-05 10:36:54 main:574] : INFO : Epoch 2002 | loss: 0.0311706 | val_loss: 0.0311814 | Time: 2627.83 ms [2022-04-05 10:36:56 main:574] : INFO : Epoch 2003 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2750.55 ms [2022-04-05 10:36:59 main:574] : INFO : Epoch 2004 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2759.34 ms [2022-04-05 10:37:02 main:574] : INFO : Epoch 2005 | loss: 0.0311709 | val_loss: 0.0311773 | Time: 2889.35 ms [2022-04-05 10:37:05 main:574] : INFO : Epoch 2006 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 2785.67 ms [2022-04-05 10:37:07 main:574] : INFO : Epoch 2007 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 2700.49 ms [2022-04-05 10:37:10 main:574] : INFO : Epoch 2008 | loss: 0.0311698 | val_loss: 0.031177 | Time: 2732.33 ms [2022-04-05 10:37:13 main:574] : INFO : Epoch 2009 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2697.95 ms [2022-04-05 10:37:16 main:574] : INFO : Epoch 2010 | loss: 0.0311694 | val_loss: 0.0311771 | Time: 2787.42 ms [2022-04-05 10:37:18 main:574] : INFO : Epoch 2011 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2637 ms [2022-04-05 10:37:21 main:574] : INFO : Epoch 2012 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 2642.35 ms [2022-04-05 10:37:24 main:574] : INFO : Epoch 2013 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 2682.38 ms [2022-04-05 10:37:26 main:574] : INFO : Epoch 2014 | loss: 0.031169 | val_loss: 0.0311762 | Time: 2741.42 ms [2022-04-05 10:37:29 main:574] : INFO : Epoch 2015 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 2619.12 ms [2022-04-05 10:37:32 main:574] : INFO : Epoch 2016 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 2733.55 ms [2022-04-05 10:37:34 main:574] : INFO : Epoch 2017 | loss: 0.0311708 | val_loss: 0.0311812 | Time: 2647.79 ms [2022-04-05 10:37:37 main:574] : INFO : Epoch 2018 | loss: 0.0311731 | val_loss: 0.0311752 | Time: 2699.89 ms [2022-04-05 10:37:40 main:574] : INFO : Epoch 2019 | loss: 0.0311707 | val_loss: 0.0311749 | Time: 2789.67 ms [2022-04-05 10:37:43 main:574] : INFO : Epoch 2020 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 2663.4 ms [2022-04-05 10:37:45 main:574] : INFO : Epoch 2021 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 2621.66 ms [2022-04-05 10:37:48 main:574] : INFO : Epoch 2022 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 2594.35 ms [2022-04-05 10:37:50 main:574] : INFO : Epoch 2023 | loss: 0.0311702 | val_loss: 0.0311755 | Time: 2716.54 ms [2022-04-05 10:37:53 main:574] : INFO : Epoch 2024 | loss: 0.0311704 | val_loss: 0.0311795 | Time: 2626.61 ms [2022-04-05 10:37:56 main:574] : INFO : Epoch 2025 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 2735.53 ms [2022-04-05 10:37:59 main:574] : INFO : Epoch 2026 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2721.63 ms [2022-04-05 10:38:01 main:574] : INFO : Epoch 2027 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 2644.63 ms [2022-04-05 10:38:04 main:574] : INFO : Epoch 2028 | loss: 0.0311705 | val_loss: 0.0311743 | Time: 2758.36 ms [2022-04-05 10:38:07 main:574] : INFO : Epoch 2029 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 2671.21 ms [2022-04-05 10:38:09 main:574] : INFO : Epoch 2030 | loss: 0.0311708 | val_loss: 0.0311793 | Time: 2724.65 ms [2022-04-05 10:38:12 main:574] : INFO : Epoch 2031 | loss: 0.0311703 | val_loss: 0.031178 | Time: 2646.83 ms [2022-04-05 10:38:15 main:574] : INFO : Epoch 2032 | loss: 0.0311699 | val_loss: 0.031179 | Time: 2644.45 ms [2022-04-05 10:38:17 main:574] : INFO : Epoch 2033 | loss: 0.031171 | val_loss: 0.0311769 | Time: 2622.74 ms [2022-04-05 10:38:20 main:574] : INFO : Epoch 2034 | loss: 0.0311699 | val_loss: 0.0311753 | Time: 2782.65 ms [2022-04-05 10:38:23 main:574] : INFO : Epoch 2035 | loss: 0.0311694 | val_loss: 0.0311751 | Time: 2514.32 ms [2022-04-05 10:38:25 main:574] : INFO : Epoch 2036 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 2592.87 ms [2022-04-05 10:38:28 main:574] : INFO : Epoch 2037 | loss: 0.0311699 | val_loss: 0.0311747 | Time: 2606.69 ms [2022-04-05 10:38:31 main:574] : INFO : Epoch 2038 | loss: 0.0311717 | val_loss: 0.0311755 | Time: 2765.33 ms [2022-04-05 10:38:33 main:574] : INFO : Epoch 2039 | loss: 0.0311691 | val_loss: 0.0311739 | Time: 2731.37 ms [2022-04-05 10:38:36 main:574] : INFO : Epoch 2040 | loss: 0.0311685 | val_loss: 0.0311743 | Time: 2642.99 ms [2022-04-05 10:38:39 main:574] : INFO : Epoch 2041 | loss: 0.0311687 | val_loss: 0.031174 | Time: 2700.61 ms [2022-04-05 10:38:41 main:574] : INFO : Epoch 2042 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2653.8 ms [2022-04-05 10:38:44 main:574] : INFO : Epoch 2043 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 2703.13 ms [2022-04-05 10:38:47 main:574] : INFO : Epoch 2044 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2678.18 ms [2022-04-05 10:38:49 main:574] : INFO : Epoch 2045 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 2635.48 ms [2022-04-05 10:38:52 main:574] : INFO : Epoch 2046 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2669.38 ms [2022-04-05 10:38:55 main:574] : INFO : Epoch 2047 | loss: 0.0311722 | val_loss: 0.031175 | Time: 2622.68 ms [2022-04-05 10:38:57 main:574] : INFO : Epoch 2048 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 2695.82 ms [2022-04-05 10:38:57 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311752 [2022-04-05 10:38:57 main:603] : INFO : Saving end state to config to file [2022-04-05 10:38:57 main:608] : INFO : Success, exiting.. 10:38:57 (13480): 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)