Task 3764707
| Name | ParityModified-1609264810-1510-4_0 |
| Workunit | 1940140 |
| Created | 22 Jan 2021, 5:19:47 UTC |
| Sent | 22 Jan 2021, 11:40:32 UTC |
| Report deadline | 29 Jan 2021, 11:40:32 UTC |
| Received | 22 Jan 2021, 17:27:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 32 min 48 sec |
| CPU time | 1 hours 23 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-01-22 09:04:06 main:574] : INFO : Epoch 1542 | loss: 0.03118 | val_loss: 0.0312005 | Time: 2637.85 ms [2021-01-22 09:04:08 main:574] : INFO : Epoch 1543 | loss: 0.0311799 | val_loss: 0.0311936 | Time: 2624.41 ms [2021-01-22 09:04:11 main:574] : INFO : Epoch 1544 | loss: 0.0311789 | val_loss: 0.0311917 | Time: 2719.24 ms [2021-01-22 09:04:14 main:574] : INFO : Epoch 1545 | loss: 0.0311781 | val_loss: 0.0311919 | Time: 2622.06 ms [2021-01-22 09:04:17 main:574] : INFO : Epoch 1546 | loss: 0.0311788 | val_loss: 0.0311919 | Time: 2729.52 ms [2021-01-22 09:04:19 main:574] : INFO : Epoch 1547 | loss: 0.0311773 | val_loss: 0.0311922 | Time: 2637.81 ms [2021-01-22 09:04:22 main:574] : INFO : Epoch 1548 | loss: 0.0311776 | val_loss: 0.0311915 | Time: 2706.27 ms [2021-01-22 09:04:25 main:574] : INFO : Epoch 1549 | loss: 0.031178 | val_loss: 0.0311917 | Time: 2713.91 ms [2021-01-22 09:04:28 main:574] : INFO : Epoch 1550 | loss: 0.0311788 | val_loss: 0.0311914 | Time: 2729.23 ms [2021-01-22 09:04:30 main:574] : INFO : Epoch 1551 | loss: 0.0311763 | val_loss: 0.0311909 | Time: 2717.94 ms [2021-01-22 09:04:33 main:574] : INFO : Epoch 1552 | loss: 0.0311768 | val_loss: 0.0311961 | Time: 2749.27 ms [2021-01-22 09:04:36 main:574] : INFO : Epoch 1553 | loss: 0.0311786 | val_loss: 0.0311932 | Time: 2654.14 ms [2021-01-22 09:04:39 main:574] : INFO : Epoch 1554 | loss: 0.0311777 | val_loss: 0.031194 | Time: 2650.66 ms [2021-01-22 09:04:41 main:574] : INFO : Epoch 1555 | loss: 0.0311799 | val_loss: 0.0311983 | Time: 2697.45 ms [2021-01-22 09:04:44 main:574] : INFO : Epoch 1556 | loss: 0.0311809 | val_loss: 0.031196 | Time: 2679.32 ms [2021-01-22 09:04:47 main:574] : INFO : Epoch 1557 | loss: 0.0311851 | val_loss: 0.031192 | Time: 2676.95 ms [2021-01-22 09:04:49 main:574] : INFO : Epoch 1558 | loss: 0.0311784 | val_loss: 0.0311947 | Time: 2645.78 ms [2021-01-22 09:04:52 main:574] : INFO : Epoch 1559 | loss: 0.0311781 | val_loss: 0.0311937 | Time: 2653.23 ms [2021-01-22 09:04:55 main:574] : INFO : Epoch 1560 | loss: 0.0311775 | val_loss: 0.031192 | Time: 2648.75 ms [2021-01-22 09:04:57 main:574] : INFO : Epoch 1561 | loss: 0.0311777 | val_loss: 0.0311918 | Time: 2635.79 ms [2021-01-22 09:05:00 main:574] : INFO : Epoch 1562 | loss: 0.0311787 | val_loss: 0.031188 | Time: 2650.22 ms [2021-01-22 09:05:03 main:574] : INFO : Epoch 1563 | loss: 0.0311788 | val_loss: 0.0311876 | Time: 2646.34 ms [2021-01-22 09:05:06 main:574] : INFO : Epoch 1564 | loss: 0.0311782 | val_loss: 0.0311867 | Time: 2660.63 ms [2021-01-22 09:05:08 main:574] : INFO : Epoch 1565 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 2740.33 ms [2021-01-22 09:05:11 main:574] : INFO : Epoch 1566 | loss: 0.0311773 | val_loss: 0.031188 | Time: 2709.72 ms [2021-01-22 09:05:14 main:574] : INFO : Epoch 1567 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 2654.8 ms [2021-01-22 09:05:16 main:574] : INFO : Epoch 1568 | loss: 0.0311782 | val_loss: 0.0311863 | Time: 2652.98 ms [2021-01-22 09:05:19 main:574] : INFO : Epoch 1569 | loss: 0.031175 | val_loss: 0.0311866 | Time: 2683.46 ms [2021-01-22 09:05:22 main:574] : INFO : Epoch 1570 | loss: 0.031178 | val_loss: 0.0311892 | Time: 2623.61 ms [2021-01-22 09:05:25 main:574] : INFO : Epoch 1571 | loss: 0.0311768 | val_loss: 0.0311875 | Time: 2630.08 ms [2021-01-22 09:05:27 main:574] : INFO : Epoch 1572 | loss: 0.031177 | val_loss: 0.0311878 | Time: 2662.26 ms [2021-01-22 09:05:30 main:574] : INFO : Epoch 1573 | loss: 0.0311768 | val_loss: 0.0311913 | Time: 2676.06 ms [2021-01-22 09:05:33 main:574] : INFO : Epoch 1574 | loss: 0.0311785 | val_loss: 0.031187 | Time: 2656.55 ms [2021-01-22 09:05:35 main:574] : INFO : Epoch 1575 | loss: 0.0311768 | val_loss: 0.0311852 | Time: 2743.8 ms [2021-01-22 09:05:38 main:574] : INFO : Epoch 1576 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 2645.08 ms [2021-01-22 09:05:41 main:574] : INFO : Epoch 1577 | loss: 0.0311752 | val_loss: 0.0311856 | Time: 2663.75 ms [2021-01-22 09:05:44 main:574] : INFO : Epoch 1578 | loss: 0.0311749 | val_loss: 0.0311846 | Time: 2765.38 ms [2021-01-22 09:05:46 main:574] : INFO : Epoch 1579 | loss: 0.0311732 | val_loss: 0.0311845 | Time: 2671.8 ms [2021-01-22 09:05:49 main:574] : INFO : Epoch 1580 | loss: 0.0311735 | val_loss: 0.0311858 | Time: 2627.02 ms [2021-01-22 09:05:52 main:574] : INFO : Epoch 1581 | loss: 0.0311742 | val_loss: 0.0311858 | Time: 2716.32 ms [2021-01-22 09:05:55 main:574] : INFO : Epoch 1582 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 2651.68 ms [2021-01-22 09:05:57 main:574] : INFO : Epoch 1583 | loss: 0.0311749 | val_loss: 0.0311863 | Time: 2629.79 ms [2021-01-22 09:06:00 main:574] : INFO : Epoch 1584 | loss: 0.0311745 | val_loss: 0.0311877 | Time: 2670.07 ms [2021-01-22 09:06:03 main:574] : INFO : Epoch 1585 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 2658.06 ms [2021-01-22 09:06:05 main:574] : INFO : Epoch 1586 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 2663.56 ms [2021-01-22 09:06:08 main:574] : INFO : Epoch 1587 | loss: 0.031173 | val_loss: 0.0311862 | Time: 2695.71 ms [2021-01-22 09:06:11 main:574] : INFO : Epoch 1588 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 2660.76 ms [2021-01-22 09:06:14 main:574] : INFO : Epoch 1589 | loss: 0.0311735 | val_loss: 0.0311872 | Time: 2663.8 ms [2021-01-22 09:06:16 main:574] : INFO : Epoch 1590 | loss: 0.0311731 | val_loss: 0.0311873 | Time: 2653.75 ms [2021-01-22 09:06:19 main:574] : INFO : Epoch 1591 | loss: 0.0311753 | val_loss: 0.031187 | Time: 2636.72 ms [2021-01-22 09:06:22 main:574] : INFO : Epoch 1592 | loss: 0.0311756 | val_loss: 0.0311909 | Time: 2661.1 ms [2021-01-22 09:06:24 main:574] : INFO : Epoch 1593 | loss: 0.0311769 | val_loss: 0.0311873 | Time: 2626.68 ms [2021-01-22 09:06:27 main:574] : INFO : Epoch 1594 | loss: 0.0311792 | val_loss: 0.0311923 | Time: 2642.02 ms [2021-01-22 09:06:30 main:574] : INFO : Epoch 1595 | loss: 0.0311814 | val_loss: 0.0311924 | Time: 2749.77 ms [2021-01-22 09:06:32 main:574] : INFO : Epoch 1596 | loss: 0.0311768 | val_loss: 0.0311863 | Time: 2627.55 ms [2021-01-22 09:06:35 main:574] : INFO : Epoch 1597 | loss: 0.0311745 | val_loss: 0.0311847 | Time: 2714.27 ms [2021-01-22 09:06:38 main:574] : INFO : Epoch 1598 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 2626.83 ms [2021-01-22 09:06:41 main:574] : INFO : Epoch 1599 | loss: 0.0311749 | val_loss: 0.0311861 | Time: 2687.18 ms [2021-01-22 09:06:43 main:574] : INFO : Epoch 1600 | loss: 0.0311801 | val_loss: 0.0311898 | Time: 2669.37 ms [2021-01-22 09:06:46 main:574] : INFO : Epoch 1601 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 2634.52 ms [2021-01-22 09:06:49 main:574] : INFO : Epoch 1602 | loss: 0.0311814 | val_loss: 0.0311911 | Time: 2645.85 ms [2021-01-22 09:06:51 main:574] : INFO : Epoch 1603 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 2687 ms [2021-01-22 09:06:54 main:574] : INFO : Epoch 1604 | loss: 0.0311788 | val_loss: 0.0311884 | Time: 2626.18 ms [2021-01-22 09:06:57 main:574] : INFO : Epoch 1605 | loss: 0.0311785 | val_loss: 0.031189 | Time: 2684.81 ms [2021-01-22 09:07:00 main:574] : INFO : Epoch 1606 | loss: 0.0311798 | val_loss: 0.0311899 | Time: 2703.56 ms [2021-01-22 09:07:02 main:574] : INFO : Epoch 1607 | loss: 0.0311818 | val_loss: 0.0311905 | Time: 2670.38 ms [2021-01-22 09:07:05 main:574] : INFO : Epoch 1608 | loss: 0.0311802 | val_loss: 0.031187 | Time: 2690.54 ms [2021-01-22 09:07:08 main:574] : INFO : Epoch 1609 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 2697.8 ms [2021-01-22 09:07:10 main:574] : INFO : Epoch 1610 | loss: 0.0311848 | val_loss: 0.031187 | Time: 2689.19 ms [2021-01-22 09:07:13 main:574] : INFO : Epoch 1611 | loss: 0.0311856 | val_loss: 0.0311891 | Time: 2668.71 ms [2021-01-22 09:07:16 main:574] : INFO : Epoch 1612 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 2635.84 ms [2021-01-22 09:07:19 main:574] : INFO : Epoch 1613 | loss: 0.0311814 | val_loss: 0.0311834 | Time: 2687.02 ms [2021-01-22 09:07:21 main:574] : INFO : Epoch 1614 | loss: 0.03118 | val_loss: 0.0311883 | Time: 2675.34 ms [2021-01-22 09:07:24 main:574] : INFO : Epoch 1615 | loss: 0.0311841 | val_loss: 0.0311926 | Time: 2624.13 ms [2021-01-22 09:07:27 main:574] : INFO : Epoch 1616 | loss: 0.0311832 | val_loss: 0.0311916 | Time: 2640.14 ms [2021-01-22 09:07:29 main:574] : INFO : Epoch 1617 | loss: 0.0311809 | val_loss: 0.031193 | Time: 2641.37 ms [2021-01-22 09:07:32 main:574] : INFO : Epoch 1618 | loss: 0.0311813 | val_loss: 0.0311933 | Time: 2697.53 ms [2021-01-22 09:07:35 main:574] : INFO : Epoch 1619 | loss: 0.0311804 | val_loss: 0.031186 | Time: 2730.57 ms [2021-01-22 09:07:37 main:574] : INFO : Epoch 1620 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 2719.62 ms [2021-01-22 09:07:40 main:574] : INFO : Epoch 1621 | loss: 0.031177 | val_loss: 0.0311859 | Time: 2675.09 ms [2021-01-22 09:07:43 main:574] : INFO : Epoch 1622 | loss: 0.0311766 | val_loss: 0.0311875 | Time: 2638.6 ms [2021-01-22 09:07:46 main:574] : INFO : Epoch 1623 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 2710 ms [2021-01-22 09:07:48 main:574] : INFO : Epoch 1624 | loss: 0.0311765 | val_loss: 0.0311818 | Time: 2645.72 ms [2021-01-22 09:07:51 main:574] : INFO : Epoch 1625 | loss: 0.031175 | val_loss: 0.0311826 | Time: 2633.69 ms [2021-01-22 09:07:54 main:574] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2663.59 ms [2021-01-22 09:07:56 main:574] : INFO : Epoch 1627 | loss: 0.0311745 | val_loss: 0.0311821 | Time: 2632.4 ms [2021-01-22 09:07:59 main:574] : INFO : Epoch 1628 | loss: 0.0311755 | val_loss: 0.0311914 | Time: 2656.67 ms [2021-01-22 09:08:02 main:574] : INFO : Epoch 1629 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 2636.21 ms [2021-01-22 09:08:04 main:574] : INFO : Epoch 1630 | loss: 0.0311751 | val_loss: 0.0311842 | Time: 2645.28 ms [2021-01-22 09:08:07 main:574] : INFO : Epoch 1631 | loss: 0.0311751 | val_loss: 0.0311835 | Time: 2654.72 ms [2021-01-22 09:08:10 main:574] : INFO : Epoch 1632 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 2633.91 ms [2021-01-22 09:08:12 main:574] : INFO : Epoch 1633 | loss: 0.031175 | val_loss: 0.0311888 | Time: 2712.13 ms [2021-01-22 09:08:15 main:574] : INFO : Epoch 1634 | loss: 0.0311788 | val_loss: 0.0311839 | Time: 2657.26 ms [2021-01-22 09:08:18 main:574] : INFO : Epoch 1635 | loss: 0.0311746 | val_loss: 0.0311895 | Time: 2685.06 ms [2021-01-22 09:08:21 main:574] : INFO : Epoch 1636 | loss: 0.0311748 | val_loss: 0.0311819 | Time: 2712.89 ms [2021-01-22 09:08:23 main:574] : INFO : Epoch 1637 | loss: 0.031173 | val_loss: 0.0311848 | Time: 2725.81 ms [2021-01-22 09:08:26 main:574] : INFO : Epoch 1638 | loss: 0.0311724 | val_loss: 0.0311836 | Time: 2710.54 ms [2021-01-22 09:08:29 main:574] : INFO : Epoch 1639 | loss: 0.0311721 | val_loss: 0.0311833 | Time: 2716.18 ms [2021-01-22 09:08:32 main:574] : INFO : Epoch 1640 | loss: 0.0311745 | val_loss: 0.0311832 | Time: 2636.74 ms [2021-01-22 09:08:34 main:574] : INFO : Epoch 1641 | loss: 0.0311724 | val_loss: 0.0311863 | Time: 2635.59 ms [2021-01-22 09:08:37 main:574] : INFO : Epoch 1642 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 2662.12 ms [2021-01-22 09:08:40 main:574] : INFO : Epoch 1643 | loss: 0.0311736 | val_loss: 0.0311836 | Time: 2692.89 ms [2021-01-22 09:08:42 main:574] : INFO : Epoch 1644 | loss: 0.0311731 | val_loss: 0.0311833 | Time: 2637.4 ms [2021-01-22 09:08:45 main:574] : INFO : Epoch 1645 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 2639.32 ms [2021-01-22 09:08:48 main:574] : INFO : Epoch 1646 | loss: 0.0311728 | val_loss: 0.031188 | Time: 2631.51 ms [2021-01-22 09:08:50 main:574] : INFO : Epoch 1647 | loss: 0.0311742 | val_loss: 0.0311909 | Time: 2711.55 ms [2021-01-22 09:08:53 main:574] : INFO : Epoch 1648 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 2662.16 ms [2021-01-22 09:08:56 main:574] : INFO : Epoch 1649 | loss: 0.0311744 | val_loss: 0.0311885 | Time: 2686.26 ms [2021-01-22 09:08:59 main:574] : INFO : Epoch 1650 | loss: 0.0311738 | val_loss: 0.03119 | Time: 2649.9 ms [2021-01-22 09:09:01 main:574] : INFO : Epoch 1651 | loss: 0.0311773 | val_loss: 0.0311855 | Time: 2716.7 ms [2021-01-22 09:09:04 main:574] : INFO : Epoch 1652 | loss: 0.0311803 | val_loss: 0.0311933 | Time: 2706.54 ms [2021-01-22 09:09:07 main:574] : INFO : Epoch 1653 | loss: 0.031182 | val_loss: 0.0311887 | Time: 2653.19 ms [2021-01-22 09:09:09 main:574] : INFO : Epoch 1654 | loss: 0.0311768 | val_loss: 0.0311834 | Time: 2675.25 ms [2021-01-22 09:09:12 main:574] : INFO : Epoch 1655 | loss: 0.0311752 | val_loss: 0.0311899 | Time: 2701.59 ms [2021-01-22 09:09:15 main:574] : INFO : Epoch 1656 | loss: 0.0311793 | val_loss: 0.0311897 | Time: 2637.79 ms [2021-01-22 09:09:18 main:574] : INFO : Epoch 1657 | loss: 0.0311747 | val_loss: 0.0311831 | Time: 2687.44 ms [2021-01-22 09:09:20 main:574] : INFO : Epoch 1658 | loss: 0.0311734 | val_loss: 0.0311836 | Time: 2703.32 ms [2021-01-22 09:09:23 main:574] : INFO : Epoch 1659 | loss: 0.031172 | val_loss: 0.0311868 | Time: 2656.22 ms [2021-01-22 09:09:26 main:574] : INFO : Epoch 1660 | loss: 0.031172 | val_loss: 0.0311868 | Time: 2671.01 ms [2021-01-22 09:09:29 main:574] : INFO : Epoch 1661 | loss: 0.0311717 | val_loss: 0.0311828 | Time: 2664.19 ms [2021-01-22 09:09:31 main:574] : INFO : Epoch 1662 | loss: 0.0311713 | val_loss: 0.0311821 | Time: 2637.45 ms [2021-01-22 09:09:34 main:574] : INFO : Epoch 1663 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 2655.6 ms [2021-01-22 09:09:37 main:574] : INFO : Epoch 1664 | loss: 0.0311711 | val_loss: 0.031183 | Time: 2703.91 ms [2021-01-22 09:09:39 main:574] : INFO : Epoch 1665 | loss: 0.0311704 | val_loss: 0.0311851 | Time: 2713.83 ms [2021-01-22 09:09:42 main:574] : INFO : Epoch 1666 | loss: 0.0311712 | val_loss: 0.0311848 | Time: 2662.22 ms [2021-01-22 09:09:45 main:574] : INFO : Epoch 1667 | loss: 0.0311766 | val_loss: 0.0311879 | Time: 2681.37 ms [2021-01-22 09:09:48 main:574] : INFO : Epoch 1668 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 2652.41 ms [2021-01-22 09:09:50 main:574] : INFO : Epoch 1669 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 2746.11 ms [2021-01-22 09:09:53 main:574] : INFO : Epoch 1670 | loss: 0.0311748 | val_loss: 0.0311831 | Time: 2682.08 ms [2021-01-22 09:09:56 main:574] : INFO : Epoch 1671 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 2695.99 ms [2021-01-22 09:09:58 main:574] : INFO : Epoch 1672 | loss: 0.0311741 | val_loss: 0.0311814 | Time: 2667.91 ms [2021-01-22 09:10:01 main:574] : INFO : Epoch 1673 | loss: 0.0311729 | val_loss: 0.031185 | Time: 2635.37 ms [2021-01-22 09:10:04 main:574] : INFO : Epoch 1674 | loss: 0.0311734 | val_loss: 0.0311813 | Time: 2627.82 ms [2021-01-22 09:10:06 main:574] : INFO : Epoch 1675 | loss: 0.0311755 | val_loss: 0.03119 | Time: 2642.55 ms [2021-01-22 09:10:09 main:574] : INFO : Epoch 1676 | loss: 0.0311757 | val_loss: 0.031182 | Time: 2712.44 ms [2021-01-22 09:10:12 main:574] : INFO : Epoch 1677 | loss: 0.031174 | val_loss: 0.031185 | Time: 2738.5 ms [2021-01-22 09:10:15 main:574] : INFO : Epoch 1678 | loss: 0.0311745 | val_loss: 0.0311882 | Time: 2728.73 ms [2021-01-22 09:10:17 main:574] : INFO : Epoch 1679 | loss: 0.0311746 | val_loss: 0.0311849 | Time: 2679.43 ms [2021-01-22 09:10:20 main:574] : INFO : Epoch 1680 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2649.4 ms [2021-01-22 09:10:23 main:574] : INFO : Epoch 1681 | loss: 0.031175 | val_loss: 0.0311888 | Time: 2684.66 ms [2021-01-22 09:10:26 main:574] : INFO : Epoch 1682 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 2689.27 ms [2021-01-22 09:10:28 main:574] : INFO : Epoch 1683 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 2742.38 ms [2021-01-22 09:10:31 main:574] : INFO : Epoch 1684 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 2654.71 ms [2021-01-22 09:10:34 main:574] : INFO : Epoch 1685 | loss: 0.0311716 | val_loss: 0.0311844 | Time: 2698.85 ms [2021-01-22 09:10:36 main:574] : INFO : Epoch 1686 | loss: 0.0311737 | val_loss: 0.0311869 | Time: 2624.85 ms [2021-01-22 09:10:39 main:574] : INFO : Epoch 1687 | loss: 0.0311755 | val_loss: 0.0311878 | Time: 2639.5 ms [2021-01-22 09:10:42 main:574] : INFO : Epoch 1688 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 2677.98 ms [2021-01-22 09:10:45 main:574] : INFO : Epoch 1689 | loss: 0.0311782 | val_loss: 0.0311857 | Time: 2758.59 ms [2021-01-22 09:10:47 main:574] : INFO : Epoch 1690 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 2748.61 ms [2021-01-22 09:10:50 main:574] : INFO : Epoch 1691 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 2661.35 ms [2021-01-22 09:10:53 main:574] : INFO : Epoch 1692 | loss: 0.0311734 | val_loss: 0.0311845 | Time: 2684.9 ms [2021-01-22 09:10:56 main:574] : INFO : Epoch 1693 | loss: 0.0311745 | val_loss: 0.0311853 | Time: 2671.73 ms [2021-01-22 09:10:58 main:574] : INFO : Epoch 1694 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 2686.99 ms [2021-01-22 09:11:01 main:574] : INFO : Epoch 1695 | loss: 0.0311721 | val_loss: 0.0311858 | Time: 2668.87 ms [2021-01-22 09:11:04 main:574] : INFO : Epoch 1696 | loss: 0.0311727 | val_loss: 0.0311814 | Time: 2659.7 ms [2021-01-22 09:11:07 main:574] : INFO : Epoch 1697 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 2659.71 ms [2021-01-22 09:11:09 main:574] : INFO : Epoch 1698 | loss: 0.0311715 | val_loss: 0.0311824 | Time: 2659.61 ms [2021-01-22 09:11:12 main:574] : INFO : Epoch 1699 | loss: 0.0311721 | val_loss: 0.0311864 | Time: 2648.48 ms [2021-01-22 09:11:15 main:574] : INFO : Epoch 1700 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 2654.31 ms [2021-01-22 09:11:17 main:574] : INFO : Epoch 1701 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 2624.5 ms [2021-01-22 09:11:20 main:574] : INFO : Epoch 1702 | loss: 0.031173 | val_loss: 0.031182 | Time: 2623.35 ms [2021-01-22 09:11:23 main:574] : INFO : Epoch 1703 | loss: 0.0311711 | val_loss: 0.0311869 | Time: 2696.79 ms [2021-01-22 09:11:25 main:574] : INFO : Epoch 1704 | loss: 0.0311716 | val_loss: 0.0311843 | Time: 2679.71 ms [2021-01-22 09:11:28 main:574] : INFO : Epoch 1705 | loss: 0.0311719 | val_loss: 0.0311834 | Time: 2697.24 ms [2021-01-22 09:11:31 main:574] : INFO : Epoch 1706 | loss: 0.0311723 | val_loss: 0.031182 | Time: 2625.36 ms [2021-01-22 09:11:33 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311839 | Time: 2627.19 ms [2021-01-22 09:11:36 main:574] : INFO : Epoch 1708 | loss: 0.0311726 | val_loss: 0.0311862 | Time: 2696.94 ms [2021-01-22 09:11:39 main:574] : INFO : Epoch 1709 | loss: 0.0311724 | val_loss: 0.031183 | Time: 2686.68 ms [2021-01-22 09:11:42 main:574] : INFO : Epoch 1710 | loss: 0.0311715 | val_loss: 0.0311842 | Time: 2684.33 ms [2021-01-22 09:11:44 main:574] : INFO : Epoch 1711 | loss: 0.0311718 | val_loss: 0.0311852 | Time: 2689.45 ms [2021-01-22 09:11:47 main:574] : INFO : Epoch 1712 | loss: 0.0311722 | val_loss: 0.0311878 | Time: 2619.61 ms [2021-01-22 09:11:50 main:574] : INFO : Epoch 1713 | loss: 0.0311748 | val_loss: 0.0311931 | Time: 2631.08 ms [2021-01-22 09:11:52 main:574] : INFO : Epoch 1714 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 2704.76 ms [2021-01-22 09:11:55 main:574] : INFO : Epoch 1715 | loss: 0.0311694 | val_loss: 0.0311897 | Time: 2631.75 ms [2021-01-22 09:11:58 main:574] : INFO : Epoch 1716 | loss: 0.0311734 | val_loss: 0.0311855 | Time: 2696.87 ms [2021-01-22 09:12:01 main:574] : INFO : Epoch 1717 | loss: 0.0311729 | val_loss: 0.0311889 | Time: 2635.77 ms [2021-01-22 09:12:03 main:574] : INFO : Epoch 1718 | loss: 0.031172 | val_loss: 0.0311827 | Time: 2659.61 ms [2021-01-22 09:12:06 main:574] : INFO : Epoch 1719 | loss: 0.0311725 | val_loss: 0.0311888 | Time: 2623 ms [2021-01-22 09:12:09 main:574] : INFO : Epoch 1720 | loss: 0.031172 | val_loss: 0.0311899 | Time: 2637.67 ms [2021-01-22 09:12:11 main:574] : INFO : Epoch 1721 | loss: 0.0311722 | val_loss: 0.0311837 | Time: 2647.6 ms [2021-01-22 09:12:14 main:574] : INFO : Epoch 1722 | loss: 0.0311692 | val_loss: 0.0311826 | Time: 2664.59 ms [2021-01-22 09:12:17 main:574] : INFO : Epoch 1723 | loss: 0.0311708 | val_loss: 0.0311869 | Time: 2654.03 ms [2021-01-22 09:12:19 main:574] : INFO : Epoch 1724 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 2723.94 ms [2021-01-22 09:12:22 main:574] : INFO : Epoch 1725 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 2645.83 ms [2021-01-22 09:12:25 main:574] : INFO : Epoch 1726 | loss: 0.0311709 | val_loss: 0.0311831 | Time: 2656.39 ms [2021-01-22 09:12:28 main:574] : INFO : Epoch 1727 | loss: 0.0311713 | val_loss: 0.0311854 | Time: 2658.85 ms [2021-01-22 09:12:30 main:574] : INFO : Epoch 1728 | loss: 0.0311725 | val_loss: 0.0311905 | Time: 2674.52 ms [2021-01-22 09:12:33 main:574] : INFO : Epoch 1729 | loss: 0.031171 | val_loss: 0.0311851 | Time: 2708.72 ms [2021-01-22 09:12:36 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311826 | Time: 2716.56 ms [2021-01-22 09:12:38 main:574] : INFO : Epoch 1731 | loss: 0.0311679 | val_loss: 0.0311826 | Time: 2653.56 ms [2021-01-22 09:12:41 main:574] : INFO : Epoch 1732 | loss: 0.0311677 | val_loss: 0.0311836 | Time: 2624.74 ms [2021-01-22 09:12:44 main:574] : INFO : Epoch 1733 | loss: 0.0311673 | val_loss: 0.0311879 | Time: 2655.4 ms [2021-01-22 09:12:47 main:574] : INFO : Epoch 1734 | loss: 0.03117 | val_loss: 0.031195 | Time: 2716.02 ms [2021-01-22 09:12:49 main:574] : INFO : Epoch 1735 | loss: 0.0311733 | val_loss: 0.0311913 | Time: 2690.51 ms [2021-01-22 09:12:52 main:574] : INFO : Epoch 1736 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 2653.77 ms [2021-01-22 09:12:55 main:574] : INFO : Epoch 1737 | loss: 0.0311731 | val_loss: 0.0311843 | Time: 2646.3 ms [2021-01-22 09:12:57 main:574] : INFO : Epoch 1738 | loss: 0.0311716 | val_loss: 0.0311846 | Time: 2701.78 ms [2021-01-22 09:13:00 main:574] : INFO : Epoch 1739 | loss: 0.0311719 | val_loss: 0.0311853 | Time: 2628.43 ms [2021-01-22 09:13:03 main:574] : INFO : Epoch 1740 | loss: 0.0311724 | val_loss: 0.031185 | Time: 2693.35 ms [2021-01-22 09:13:06 main:574] : INFO : Epoch 1741 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 2672.2 ms [2021-01-22 09:13:08 main:574] : INFO : Epoch 1742 | loss: 0.031174 | val_loss: 0.0311826 | Time: 2667.52 ms [2021-01-22 09:13:11 main:574] : INFO : Epoch 1743 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 2719.02 ms [2021-01-22 09:13:14 main:574] : INFO : Epoch 1744 | loss: 0.0311763 | val_loss: 0.0311852 | Time: 2657.86 ms [2021-01-22 09:13:16 main:574] : INFO : Epoch 1745 | loss: 0.0311759 | val_loss: 0.0311853 | Time: 2680.45 ms [2021-01-22 09:13:19 main:574] : INFO : Epoch 1746 | loss: 0.031175 | val_loss: 0.0311867 | Time: 2724.79 ms [2021-01-22 09:13:22 main:574] : INFO : Epoch 1747 | loss: 0.0311834 | val_loss: 0.0311858 | Time: 2668.12 ms [2021-01-22 09:13:25 main:574] : INFO : Epoch 1748 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2637.81 ms [2021-01-22 09:13:27 main:574] : INFO : Epoch 1749 | loss: 0.0311808 | val_loss: 0.0311823 | Time: 2775.34 ms [2021-01-22 09:13:30 main:574] : INFO : Epoch 1750 | loss: 0.0311791 | val_loss: 0.0311828 | Time: 2672.71 ms [2021-01-22 09:13:33 main:574] : INFO : Epoch 1751 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 2732.02 ms [2021-01-22 09:13:36 main:574] : INFO : Epoch 1752 | loss: 0.0311803 | val_loss: 0.031183 | Time: 2690.96 ms [2021-01-22 09:13:38 main:574] : INFO : Epoch 1753 | loss: 0.0311792 | val_loss: 0.0311819 | Time: 2652.62 ms [2021-01-22 09:13:41 main:574] : INFO : Epoch 1754 | loss: 0.031178 | val_loss: 0.0311809 | Time: 2670.79 ms [2021-01-22 09:13:44 main:574] : INFO : Epoch 1755 | loss: 0.0311801 | val_loss: 0.0311887 | Time: 2675.13 ms [2021-01-22 09:13:47 main:574] : INFO : Epoch 1756 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 2735.13 ms [2021-01-22 09:13:49 main:574] : INFO : Epoch 1757 | loss: 0.0311809 | val_loss: 0.0311811 | Time: 2664.31 ms [2021-01-22 09:13:52 main:574] : INFO : Epoch 1758 | loss: 0.0311783 | val_loss: 0.0311806 | Time: 2687.98 ms [2021-01-22 09:13:55 main:574] : INFO : Epoch 1759 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 2709.37 ms [2021-01-22 09:13:57 main:574] : INFO : Epoch 1760 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 2661.55 ms [2021-01-22 09:14:00 main:574] : INFO : Epoch 1761 | loss: 0.0311765 | val_loss: 0.0311807 | Time: 2729.75 ms [2021-01-22 09:14:03 main:574] : INFO : Epoch 1762 | loss: 0.0311773 | val_loss: 0.0311832 | Time: 2642.81 ms [2021-01-22 09:14:06 main:574] : INFO : Epoch 1763 | loss: 0.031177 | val_loss: 0.0311822 | Time: 2643.6 ms [2021-01-22 09:14:08 main:574] : INFO : Epoch 1764 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2682.42 ms [2021-01-22 09:14:11 main:574] : INFO : Epoch 1765 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2685 ms [2021-01-22 09:14:14 main:574] : INFO : Epoch 1766 | loss: 0.0311795 | val_loss: 0.0311813 | Time: 2662.1 ms [2021-01-22 09:14:16 main:574] : INFO : Epoch 1767 | loss: 0.0311808 | val_loss: 0.0311829 | Time: 2637.29 ms [2021-01-22 09:14:19 main:574] : INFO : Epoch 1768 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2644.5 ms [2021-01-22 09:14:22 main:574] : INFO : Epoch 1769 | loss: 0.0311767 | val_loss: 0.03118 | Time: 2733 ms [2021-01-22 09:14:25 main:574] : INFO : Epoch 1770 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 2736.9 ms [2021-01-22 09:14:27 main:574] : INFO : Epoch 1771 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 2668.79 ms [2021-01-22 09:14:30 main:574] : INFO : Epoch 1772 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 2645 ms [2021-01-22 09:14:33 main:574] : INFO : Epoch 1773 | loss: 0.0311767 | val_loss: 0.0311788 | Time: 2669.56 ms [2021-01-22 09:14:35 main:574] : INFO : Epoch 1774 | loss: 0.0311758 | val_loss: 0.0311791 | Time: 2648.89 ms [2021-01-22 09:14:38 main:574] : INFO : Epoch 1775 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 2655.09 ms [2021-01-22 09:14:41 main:574] : INFO : Epoch 1776 | loss: 0.0311769 | val_loss: 0.0311827 | Time: 2727.88 ms [2021-01-22 09:14:43 main:574] : INFO : Epoch 1777 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 2635.3 ms [2021-01-22 09:14:46 main:574] : INFO : Epoch 1778 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2689.42 ms [2021-01-22 09:14:49 main:574] : INFO : Epoch 1779 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 2673.34 ms [2021-01-22 09:14:52 main:574] : INFO : Epoch 1780 | loss: 0.0311744 | val_loss: 0.0311811 | Time: 2696.73 ms [2021-01-22 09:14:54 main:574] : INFO : Epoch 1781 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2620.46 ms [2021-01-22 09:14:57 main:574] : INFO : Epoch 1782 | loss: 0.0311794 | val_loss: 0.0311821 | Time: 2733.26 ms [2021-01-22 09:15:00 main:574] : INFO : Epoch 1783 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 2711.3 ms [2021-01-22 09:15:02 main:574] : INFO : Epoch 1784 | loss: 0.0311817 | val_loss: 0.0311833 | Time: 2647.86 ms [2021-01-22 09:15:05 main:574] : INFO : Epoch 1785 | loss: 0.0311818 | val_loss: 0.0311811 | Time: 2642.77 ms [2021-01-22 09:15:08 main:574] : INFO : Epoch 1786 | loss: 0.0311787 | val_loss: 0.0311831 | Time: 2691.33 ms [2021-01-22 09:15:11 main:574] : INFO : Epoch 1787 | loss: 0.031179 | val_loss: 0.0311814 | Time: 2658.33 ms [2021-01-22 09:15:13 main:574] : INFO : Epoch 1788 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2636.51 ms [2021-01-22 09:15:16 main:574] : INFO : Epoch 1789 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 2659.13 ms [2021-01-22 09:15:19 main:574] : INFO : Epoch 1790 | loss: 0.0311764 | val_loss: 0.0311792 | Time: 2704.44 ms [2021-01-22 09:15:21 main:574] : INFO : Epoch 1791 | loss: 0.031176 | val_loss: 0.0311802 | Time: 2677.21 ms [2021-01-22 09:15:24 main:574] : INFO : Epoch 1792 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 2632.31 ms [2021-01-22 09:15:27 main:574] : INFO : Epoch 1793 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 2702.87 ms [2021-01-22 09:15:29 main:574] : INFO : Epoch 1794 | loss: 0.0311764 | val_loss: 0.0311796 | Time: 2635.78 ms [2021-01-22 09:15:32 main:574] : INFO : Epoch 1795 | loss: 0.0311759 | val_loss: 0.0311884 | Time: 2641.91 ms [2021-01-22 09:15:35 main:574] : INFO : Epoch 1796 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 2625.53 ms [2021-01-22 09:15:38 main:574] : INFO : Epoch 1797 | loss: 0.0311863 | val_loss: 0.0311935 | Time: 2694.41 ms [2021-01-22 09:15:40 main:574] : INFO : Epoch 1798 | loss: 0.0311815 | val_loss: 0.031189 | Time: 2640.82 ms [2021-01-22 09:15:43 main:574] : INFO : Epoch 1799 | loss: 0.0311781 | val_loss: 0.0311871 | Time: 2663.37 ms [2021-01-22 09:15:46 main:574] : INFO : Epoch 1800 | loss: 0.0311753 | val_loss: 0.031181 | Time: 2710.77 ms [2021-01-22 09:15:48 main:574] : INFO : Epoch 1801 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 2667.33 ms [2021-01-22 09:15:51 main:574] : INFO : Epoch 1802 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 2681.86 ms [2021-01-22 09:15:54 main:574] : INFO : Epoch 1803 | loss: 0.0311786 | val_loss: 0.0311803 | Time: 2678.01 ms [2021-01-22 09:15:56 main:574] : INFO : Epoch 1804 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 2650.94 ms [2021-01-22 09:15:59 main:574] : INFO : Epoch 1805 | loss: 0.0311803 | val_loss: 0.0311776 | Time: 2658.83 ms [2021-01-22 09:16:02 main:574] : INFO : Epoch 1806 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 2674.05 ms [2021-01-22 09:16:05 main:574] : INFO : Epoch 1807 | loss: 0.0311862 | val_loss: 0.0311874 | Time: 2654.72 ms [2021-01-22 09:16:07 main:574] : INFO : Epoch 1808 | loss: 0.031194 | val_loss: 0.0311968 | Time: 2622.95 ms [2021-01-22 09:16:10 main:574] : INFO : Epoch 1809 | loss: 0.031196 | val_loss: 0.0311889 | Time: 2690.04 ms [2021-01-22 09:16:13 main:574] : INFO : Epoch 1810 | loss: 0.0311931 | val_loss: 0.0311863 | Time: 2715.8 ms [2021-01-22 09:16:15 main:574] : INFO : Epoch 1811 | loss: 0.0311924 | val_loss: 0.0311859 | Time: 2629.44 ms [2021-01-22 09:16:18 main:574] : INFO : Epoch 1812 | loss: 0.0311901 | val_loss: 0.0311823 | Time: 2643.83 ms [2021-01-22 09:16:21 main:574] : INFO : Epoch 1813 | loss: 0.0311869 | val_loss: 0.0311816 | Time: 2708.48 ms [2021-01-22 09:16:24 main:574] : INFO : Epoch 1814 | loss: 0.0311866 | val_loss: 0.0311822 | Time: 2776.8 ms [2021-01-22 09:16:26 main:574] : INFO : Epoch 1815 | loss: 0.0311855 | val_loss: 0.0311821 | Time: 2686.27 ms [2021-01-22 09:16:29 main:574] : INFO : Epoch 1816 | loss: 0.0311851 | val_loss: 0.0311856 | Time: 2674.31 ms [2021-01-22 09:16:32 main:574] : INFO : Epoch 1817 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 2656.72 ms [2021-01-22 09:16:34 main:574] : INFO : Epoch 1818 | loss: 0.0311969 | val_loss: 0.0311935 | Time: 2653.61 ms [2021-01-22 09:16:37 main:574] : INFO : Epoch 1819 | loss: 0.0311972 | val_loss: 0.0311946 | Time: 2664.82 ms [2021-01-22 09:16:40 main:574] : INFO : Epoch 1820 | loss: 0.0311965 | val_loss: 0.0311904 | Time: 2647.68 ms [2021-01-22 09:16:43 main:574] : INFO : Epoch 1821 | loss: 0.0311875 | val_loss: 0.0311851 | Time: 2702.87 ms [2021-01-22 09:16:45 main:574] : INFO : Epoch 1822 | loss: 0.0311878 | val_loss: 0.0311849 | Time: 2645.18 ms [2021-01-22 09:16:48 main:574] : INFO : Epoch 1823 | loss: 0.0311856 | val_loss: 0.0311877 | Time: 2624.34 ms [2021-01-22 09:16:51 main:574] : INFO : Epoch 1824 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 2694.54 ms [2021-01-22 09:16:53 main:574] : INFO : Epoch 1825 | loss: 0.0311823 | val_loss: 0.031185 | Time: 2744.16 ms [2021-01-22 09:16:56 main:574] : INFO : Epoch 1826 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 2685.61 ms [2021-01-22 09:16:59 main:574] : INFO : Epoch 1827 | loss: 0.031181 | val_loss: 0.031187 | Time: 2690.82 ms [2021-01-22 09:17:02 main:574] : INFO : Epoch 1828 | loss: 0.0311811 | val_loss: 0.0311879 | Time: 2655.78 ms [2021-01-22 09:17:04 main:574] : INFO : Epoch 1829 | loss: 0.0311834 | val_loss: 0.0311928 | Time: 2728.52 ms [2021-01-22 09:17:07 main:574] : INFO : Epoch 1830 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 2674.37 ms [2021-01-22 09:17:10 main:574] : INFO : Epoch 1831 | loss: 0.03118 | val_loss: 0.0311854 | Time: 2651.09 ms [2021-01-22 09:17:13 main:574] : INFO : Epoch 1832 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 2692.87 ms [2021-01-22 09:17:15 main:574] : INFO : Epoch 1833 | loss: 0.0311836 | val_loss: 0.0311898 | Time: 2627.94 ms [2021-01-22 09:17:18 main:574] : INFO : Epoch 1834 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 2646.01 ms [2021-01-22 09:17:21 main:574] : INFO : Epoch 1835 | loss: 0.0311816 | val_loss: 0.031187 | Time: 2655.97 ms [2021-01-22 09:17:23 main:574] : INFO : Epoch 1836 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 2695.43 ms [2021-01-22 09:17:26 main:574] : INFO : Epoch 1837 | loss: 0.0311801 | val_loss: 0.0311922 | Time: 2631.21 ms [2021-01-22 09:17:29 main:574] : INFO : Epoch 1838 | loss: 0.0311803 | val_loss: 0.031187 | Time: 2624.76 ms [2021-01-22 09:17:31 main:574] : INFO : Epoch 1839 | loss: 0.0311804 | val_loss: 0.0311874 | Time: 2640.78 ms [2021-01-22 09:17:34 main:574] : INFO : Epoch 1840 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 2631.53 ms [2021-01-22 09:17:37 main:574] : INFO : Epoch 1841 | loss: 0.0311801 | val_loss: 0.031187 | Time: 2628.01 ms [2021-01-22 09:17:39 main:574] : INFO : Epoch 1842 | loss: 0.0311819 | val_loss: 0.031188 | Time: 2654.69 ms [2021-01-22 09:17:42 main:574] : INFO : Epoch 1843 | loss: 0.0311806 | val_loss: 0.0311875 | Time: 2657.97 ms [2021-01-22 09:17:45 main:574] : INFO : Epoch 1844 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 2693.09 ms [2021-01-22 09:17:48 main:574] : INFO : Epoch 1845 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 2628.85 ms [2021-01-22 09:17:50 main:574] : INFO : Epoch 1846 | loss: 0.0311818 | val_loss: 0.0311868 | Time: 2636.32 ms [2021-01-22 09:17:53 main:574] : INFO : Epoch 1847 | loss: 0.0311844 | val_loss: 0.0311875 | Time: 2633.03 ms [2021-01-22 09:17:56 main:574] : INFO : Epoch 1848 | loss: 0.031185 | val_loss: 0.0311867 | Time: 2664.69 ms [2021-01-22 09:17:58 main:574] : INFO : Epoch 1849 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 2616.97 ms [2021-01-22 09:18:01 main:574] : INFO : Epoch 1850 | loss: 0.0311855 | val_loss: 0.0311881 | Time: 2642.33 ms [2021-01-22 09:18:04 main:574] : INFO : Epoch 1851 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 2638.1 ms [2021-01-22 09:18:06 main:574] : INFO : Epoch 1852 | loss: 0.031182 | val_loss: 0.0311858 | Time: 2653.09 ms [2021-01-22 09:18:09 main:574] : INFO : Epoch 1853 | loss: 0.0311819 | val_loss: 0.031187 | Time: 2659.75 ms [2021-01-22 09:18:12 main:574] : INFO : Epoch 1854 | loss: 0.0311817 | val_loss: 0.0311869 | Time: 2646.13 ms [2021-01-22 09:18:14 main:574] : INFO : Epoch 1855 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2680.03 ms [2021-01-22 09:18:17 main:574] : INFO : Epoch 1856 | loss: 0.0311807 | val_loss: 0.0311842 | Time: 2682.57 ms [2021-01-22 09:18:20 main:574] : INFO : Epoch 1857 | loss: 0.0311806 | val_loss: 0.0311855 | Time: 2717.82 ms [2021-01-22 09:18:23 main:574] : INFO : Epoch 1858 | loss: 0.0311802 | val_loss: 0.031186 | Time: 2738.21 ms [2021-01-22 09:18:25 main:574] : INFO : Epoch 1859 | loss: 0.0311807 | val_loss: 0.0311861 | Time: 2663.72 ms [2021-01-22 09:18:28 main:574] : INFO : Epoch 1860 | loss: 0.0311817 | val_loss: 0.0311864 | Time: 2623.33 ms [2021-01-22 09:18:31 main:574] : INFO : Epoch 1861 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 2721.57 ms [2021-01-22 09:18:34 main:574] : INFO : Epoch 1862 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 2670.91 ms [2021-01-22 09:18:36 main:574] : INFO : Epoch 1863 | loss: 0.0311811 | val_loss: 0.031185 | Time: 2682.58 ms [2021-01-22 09:18:39 main:574] : INFO : Epoch 1864 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 2672.77 ms [2021-01-22 09:18:42 main:574] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311866 | Time: 2654.62 ms [2021-01-22 09:18:44 main:574] : INFO : Epoch 1866 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 2696.23 ms [2021-01-22 09:18:47 main:574] : INFO : Epoch 1867 | loss: 0.0311812 | val_loss: 0.0311857 | Time: 2744.42 ms [2021-01-22 09:18:50 main:574] : INFO : Epoch 1868 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2649.63 ms [2021-01-22 09:18:53 main:574] : INFO : Epoch 1869 | loss: 0.0311819 | val_loss: 0.0311859 | Time: 2678.55 ms [2021-01-22 09:18:55 main:574] : INFO : Epoch 1870 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 2626.45 ms [2021-01-22 09:18:58 main:574] : INFO : Epoch 1871 | loss: 0.031181 | val_loss: 0.0311864 | Time: 2719.39 ms [2021-01-22 09:19:01 main:574] : INFO : Epoch 1872 | loss: 0.0311823 | val_loss: 0.0311869 | Time: 2652.77 ms [2021-01-22 09:19:04 main:574] : INFO : Epoch 1873 | loss: 0.0311827 | val_loss: 0.0311916 | Time: 2733.68 ms [2021-01-22 09:19:06 main:574] : INFO : Epoch 1874 | loss: 0.031183 | val_loss: 0.0311872 | Time: 2635.17 ms [2021-01-22 09:19:09 main:574] : INFO : Epoch 1875 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2652.28 ms [2021-01-22 09:19:12 main:574] : INFO : Epoch 1876 | loss: 0.0311811 | val_loss: 0.0311859 | Time: 2701.45 ms [2021-01-22 09:19:14 main:574] : INFO : Epoch 1877 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 2656.48 ms [2021-01-22 09:19:17 main:574] : INFO : Epoch 1878 | loss: 0.0311794 | val_loss: 0.0311855 | Time: 2692.85 ms [2021-01-22 09:19:20 main:574] : INFO : Epoch 1879 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2681.24 ms [2021-01-22 09:19:22 main:574] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.0311864 | Time: 2653.06 ms [2021-01-22 09:19:25 main:574] : INFO : Epoch 1881 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 2734.22 ms [2021-01-22 09:19:28 main:574] : INFO : Epoch 1882 | loss: 0.0311794 | val_loss: 0.031189 | Time: 2685.84 ms [2021-01-22 09:19:31 main:574] : INFO : Epoch 1883 | loss: 0.0311806 | val_loss: 0.0311876 | Time: 2788.45 ms [2021-01-22 09:19:33 main:574] : INFO : Epoch 1884 | loss: 0.031179 | val_loss: 0.0311873 | Time: 2678.64 ms [2021-01-22 09:19:36 main:574] : INFO : Epoch 1885 | loss: 0.0311791 | val_loss: 0.0311867 | Time: 2617.49 ms [2021-01-22 09:19:39 main:574] : INFO : Epoch 1886 | loss: 0.0311792 | val_loss: 0.0311866 | Time: 2609.87 ms [2021-01-22 09:19:41 main:574] : INFO : Epoch 1887 | loss: 0.0311794 | val_loss: 0.0311862 | Time: 2615.89 ms [2021-01-22 09:19:44 main:574] : INFO : Epoch 1888 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 2616.91 ms [2021-01-22 09:19:48 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311877 | Time: 2614.9 ms [2021-01-22 09:19:51 main:574] : INFO : Epoch 1890 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 2613.5 ms [2021-01-22 09:19:54 main:574] : INFO : Epoch 1891 | loss: 0.0311806 | val_loss: 0.0311883 | Time: 2661.04 ms [2021-01-22 09:19:56 main:574] : INFO : Epoch 1892 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 2618.53 ms [2021-01-22 09:19:59 main:574] : INFO : Epoch 1893 | loss: 0.031179 | val_loss: 0.0311874 | Time: 2618.21 ms [2021-01-22 09:20:02 main:574] : INFO : Epoch 1894 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 2649.98 ms [2021-01-22 09:20:04 main:574] : INFO : Epoch 1895 | loss: 0.03118 | val_loss: 0.031187 | Time: 2714.97 ms [2021-01-22 09:20:07 main:574] : INFO : Epoch 1896 | loss: 0.03118 | val_loss: 0.0311847 | Time: 2698.49 ms [2021-01-22 09:20:10 main:574] : INFO : Epoch 1897 | loss: 0.0311794 | val_loss: 0.0311871 | Time: 2654.94 ms [2021-01-22 09:20:13 main:574] : INFO : Epoch 1898 | loss: 0.0311808 | val_loss: 0.0311859 | Time: 2673.95 ms [2021-01-22 09:20:15 main:574] : INFO : Epoch 1899 | loss: 0.0311792 | val_loss: 0.031185 | Time: 2653.7 ms [2021-01-22 09:20:18 main:574] : INFO : Epoch 1900 | loss: 0.03118 | val_loss: 0.0311913 | Time: 2698.6 ms [2021-01-22 09:20:21 main:574] : INFO : Epoch 1901 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2683.07 ms [2021-01-22 09:20:23 main:574] : INFO : Epoch 1902 | loss: 0.0311793 | val_loss: 0.031187 | Time: 2654.89 ms [2021-01-22 09:20:26 main:574] : INFO : Epoch 1903 | loss: 0.03118 | val_loss: 0.0311851 | Time: 2629.79 ms [2021-01-22 09:20:29 main:574] : INFO : Epoch 1904 | loss: 0.0311799 | val_loss: 0.031186 | Time: 2661.64 ms [2021-01-22 09:20:31 main:574] : INFO : Epoch 1905 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 2714.44 ms [2021-01-22 09:20:34 main:574] : INFO : Epoch 1906 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 2660.62 ms [2021-01-22 09:20:37 main:574] : INFO : Epoch 1907 | loss: 0.0311872 | val_loss: 0.0311918 | Time: 2698.09 ms [2021-01-22 09:20:40 main:574] : INFO : Epoch 1908 | loss: 0.0311854 | val_loss: 0.0311918 | Time: 2695.07 ms [2021-01-22 09:20:42 main:574] : INFO : Epoch 1909 | loss: 0.0311847 | val_loss: 0.0311909 | Time: 2687.99 ms [2021-01-22 09:20:45 main:574] : INFO : Epoch 1910 | loss: 0.031185 | val_loss: 0.03119 | Time: 2656.02 ms [2021-01-22 09:20:48 main:574] : INFO : Epoch 1911 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 2663.88 ms [2021-01-22 09:20:50 main:574] : INFO : Epoch 1912 | loss: 0.0311854 | val_loss: 0.0311906 | Time: 2638.52 ms [2021-01-22 09:20:53 main:574] : INFO : Epoch 1913 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 2636.83 ms [2021-01-22 09:20:56 main:574] : INFO : Epoch 1914 | loss: 0.0311855 | val_loss: 0.0311871 | Time: 2686.95 ms [2021-01-22 09:20:58 main:574] : INFO : Epoch 1915 | loss: 0.0311836 | val_loss: 0.0311875 | Time: 2647.74 ms [2021-01-22 09:21:01 main:574] : INFO : Epoch 1916 | loss: 0.0311826 | val_loss: 0.0311876 | Time: 2623.31 ms [2021-01-22 09:21:04 main:574] : INFO : Epoch 1917 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2648.73 ms [2021-01-22 09:21:06 main:574] : INFO : Epoch 1918 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 2636.72 ms [2021-01-22 09:21:09 main:574] : INFO : Epoch 1919 | loss: 0.0311828 | val_loss: 0.0311882 | Time: 2641.59 ms [2021-01-22 09:21:12 main:574] : INFO : Epoch 1920 | loss: 0.0311849 | val_loss: 0.03119 | Time: 2636.43 ms [2021-01-22 09:21:14 main:574] : INFO : Epoch 1921 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 2638.14 ms [2021-01-22 09:21:17 main:574] : INFO : Epoch 1922 | loss: 0.031183 | val_loss: 0.0311882 | Time: 2665.26 ms [2021-01-22 09:21:20 main:574] : INFO : Epoch 1923 | loss: 0.0311825 | val_loss: 0.0311884 | Time: 2638.3 ms [2021-01-22 09:21:22 main:574] : INFO : Epoch 1924 | loss: 0.0311833 | val_loss: 0.0311897 | Time: 2676.88 ms [2021-01-22 09:21:25 main:574] : INFO : Epoch 1925 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 2652.52 ms [2021-01-22 09:21:28 main:574] : INFO : Epoch 1926 | loss: 0.0311822 | val_loss: 0.0311885 | Time: 2631.81 ms [2021-01-22 09:21:31 main:574] : INFO : Epoch 1927 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 2697.22 ms [2021-01-22 09:21:33 main:574] : INFO : Epoch 1928 | loss: 0.0311816 | val_loss: 0.0311882 | Time: 2660.08 ms [2021-01-22 09:21:36 main:574] : INFO : Epoch 1929 | loss: 0.0311818 | val_loss: 0.0311911 | Time: 2733.94 ms [2021-01-22 09:21:39 main:574] : INFO : Epoch 1930 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 2707.85 ms [2021-01-22 09:21:41 main:574] : INFO : Epoch 1931 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 2722.46 ms [2021-01-22 09:21:44 main:574] : INFO : Epoch 1932 | loss: 0.031183 | val_loss: 0.0311885 | Time: 2675.82 ms [2021-01-22 09:21:47 main:574] : INFO : Epoch 1933 | loss: 0.0311808 | val_loss: 0.0311896 | Time: 2630.25 ms [2021-01-22 09:21:50 main:574] : INFO : Epoch 1934 | loss: 0.0311805 | val_loss: 0.0311915 | Time: 2698.08 ms [2021-01-22 09:21:52 main:574] : INFO : Epoch 1935 | loss: 0.0311819 | val_loss: 0.0311912 | Time: 2643.45 ms [2021-01-22 09:21:55 main:574] : INFO : Epoch 1936 | loss: 0.0311819 | val_loss: 0.0311884 | Time: 2772.28 ms [2021-01-22 09:21:58 main:574] : INFO : Epoch 1937 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 2640.37 ms [2021-01-22 09:22:00 main:574] : INFO : Epoch 1938 | loss: 0.0311808 | val_loss: 0.0311892 | Time: 2659.21 ms [2021-01-22 09:22:03 main:574] : INFO : Epoch 1939 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 2756.98 ms [2021-01-22 09:22:06 main:574] : INFO : Epoch 1940 | loss: 0.0311813 | val_loss: 0.0311891 | Time: 2693.21 ms [2021-01-22 09:22:08 main:574] : INFO : Epoch 1941 | loss: 0.0311816 | val_loss: 0.0311895 | Time: 2646.23 ms [2021-01-22 09:22:11 main:574] : INFO : Epoch 1942 | loss: 0.0311826 | val_loss: 0.0311892 | Time: 2636.19 ms [2021-01-22 09:22:14 main:574] : INFO : Epoch 1943 | loss: 0.0311808 | val_loss: 0.0311892 | Time: 2635.2 ms [2021-01-22 09:22:16 main:574] : INFO : Epoch 1944 | loss: 0.0311814 | val_loss: 0.0311913 | Time: 2691.77 ms [2021-01-22 09:22:19 main:574] : INFO : Epoch 1945 | loss: 0.0311827 | val_loss: 0.0311892 | Time: 2670.46 ms [2021-01-22 09:22:22 main:574] : INFO : Epoch 1946 | loss: 0.0311806 | val_loss: 0.0311882 | Time: 2624.05 ms [2021-01-22 09:22:24 main:574] : INFO : Epoch 1947 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 2658.7 ms [2021-01-22 09:22:27 main:574] : INFO : Epoch 1948 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 2676.87 ms [2021-01-22 09:22:30 main:574] : INFO : Epoch 1949 | loss: 0.0311808 | val_loss: 0.0311902 | Time: 2655.89 ms [2021-01-22 09:22:33 main:574] : INFO : Epoch 1950 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 2754.69 ms [2021-01-22 09:22:35 main:574] : INFO : Epoch 1951 | loss: 0.0311823 | val_loss: 0.0311888 | Time: 2625.24 ms [2021-01-22 09:22:38 main:574] : INFO : Epoch 1952 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 2686.25 ms [2021-01-22 09:22:41 main:574] : INFO : Epoch 1953 | loss: 0.0311825 | val_loss: 0.0311917 | Time: 2640.13 ms [2021-01-22 09:22:43 main:574] : INFO : Epoch 1954 | loss: 0.0311799 | val_loss: 0.0311888 | Time: 2637.11 ms [2021-01-22 09:22:46 main:574] : INFO : Epoch 1955 | loss: 0.0311845 | val_loss: 0.0311926 | Time: 2667.67 ms [2021-01-22 09:22:49 main:574] : INFO : Epoch 1956 | loss: 0.0311876 | val_loss: 0.0311943 | Time: 2653.28 ms [2021-01-22 09:22:51 main:574] : INFO : Epoch 1957 | loss: 0.031184 | val_loss: 0.0311899 | Time: 2755.35 ms [2021-01-22 09:22:54 main:574] : INFO : Epoch 1958 | loss: 0.0311846 | val_loss: 0.0311918 | Time: 2649.3 ms [2021-01-22 09:22:57 main:574] : INFO : Epoch 1959 | loss: 0.031184 | val_loss: 0.0311898 | Time: 2685.48 ms [2021-01-22 09:23:00 main:574] : INFO : Epoch 1960 | loss: 0.031185 | val_loss: 0.0311924 | Time: 2642.75 ms [2021-01-22 09:23:02 main:574] : INFO : Epoch 1961 | loss: 0.0311841 | val_loss: 0.0311901 | Time: 2628.02 ms [2021-01-22 09:23:05 main:574] : INFO : Epoch 1962 | loss: 0.031185 | val_loss: 0.0311891 | Time: 2674.93 ms [2021-01-22 09:23:08 main:574] : INFO : Epoch 1963 | loss: 0.0311838 | val_loss: 0.0311894 | Time: 2668.77 ms [2021-01-22 09:23:10 main:574] : INFO : Epoch 1964 | loss: 0.0311826 | val_loss: 0.0311886 | Time: 2662.49 ms [2021-01-22 09:23:13 main:574] : INFO : Epoch 1965 | loss: 0.0311826 | val_loss: 0.031188 | Time: 2638.45 ms [2021-01-22 09:23:16 main:574] : INFO : Epoch 1966 | loss: 0.031183 | val_loss: 0.0311943 | Time: 2637.8 ms [2021-01-22 09:23:18 main:574] : INFO : Epoch 1967 | loss: 0.0311848 | val_loss: 0.0311943 | Time: 2707.33 ms [2021-01-22 09:23:21 main:574] : INFO : Epoch 1968 | loss: 0.0311851 | val_loss: 0.0311915 | Time: 2703.64 ms [2021-01-22 09:23:24 main:574] : INFO : Epoch 1969 | loss: 0.0311831 | val_loss: 0.0311925 | Time: 2646.75 ms [2021-01-22 09:23:26 main:574] : INFO : Epoch 1970 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 2670.33 ms [2021-01-22 09:23:29 main:574] : INFO : Epoch 1971 | loss: 0.0311842 | val_loss: 0.03119 | Time: 2684.66 ms [2021-01-22 09:23:32 main:574] : INFO : Epoch 1972 | loss: 0.031184 | val_loss: 0.0311908 | Time: 2638.23 ms [2021-01-22 09:23:34 main:574] : INFO : Epoch 1973 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 2667.89 ms [2021-01-22 09:23:37 main:574] : INFO : Epoch 1974 | loss: 0.0311828 | val_loss: 0.0311908 | Time: 2643.86 ms [2021-01-22 09:23:40 main:574] : INFO : Epoch 1975 | loss: 0.0311828 | val_loss: 0.0311928 | Time: 2695.52 ms [2021-01-22 09:23:43 main:574] : INFO : Epoch 1976 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 2626.11 ms [2021-01-22 09:23:45 main:574] : INFO : Epoch 1977 | loss: 0.0311824 | val_loss: 0.0311901 | Time: 2740.77 ms [2021-01-22 09:23:48 main:574] : INFO : Epoch 1978 | loss: 0.0311812 | val_loss: 0.0311933 | Time: 2630.25 ms [2021-01-22 09:23:51 main:574] : INFO : Epoch 1979 | loss: 0.0311813 | val_loss: 0.0311908 | Time: 2682.33 ms [2021-01-22 09:23:53 main:574] : INFO : Epoch 1980 | loss: 0.0311821 | val_loss: 0.0311903 | Time: 2687.93 ms [2021-01-22 09:23:56 main:574] : INFO : Epoch 1981 | loss: 0.0311809 | val_loss: 0.0311922 | Time: 2707.94 ms [2021-01-22 09:23:59 main:574] : INFO : Epoch 1982 | loss: 0.0311811 | val_loss: 0.0311907 | Time: 2650.54 ms [2021-01-22 09:24:01 main:574] : INFO : Epoch 1983 | loss: 0.0311822 | val_loss: 0.0311887 | Time: 2654.42 ms [2021-01-22 09:24:04 main:574] : INFO : Epoch 1984 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 2650.65 ms [2021-01-22 09:24:07 main:574] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311918 | Time: 2693.88 ms [2021-01-22 09:24:10 main:574] : INFO : Epoch 1986 | loss: 0.0311815 | val_loss: 0.0311902 | Time: 2686.2 ms [2021-01-22 09:24:12 main:574] : INFO : Epoch 1987 | loss: 0.0311816 | val_loss: 0.031192 | Time: 2658.87 ms [2021-01-22 09:24:15 main:574] : INFO : Epoch 1988 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 2628.94 ms [2021-01-22 09:24:18 main:574] : INFO : Epoch 1989 | loss: 0.031182 | val_loss: 0.0311931 | Time: 2656.99 ms [2021-01-22 09:24:20 main:574] : INFO : Epoch 1990 | loss: 0.0311839 | val_loss: 0.0311973 | Time: 2623.78 ms [2021-01-22 09:24:23 main:574] : INFO : Epoch 1991 | loss: 0.0311845 | val_loss: 0.0311966 | Time: 2649.7 ms [2021-01-22 09:24:26 main:574] : INFO : Epoch 1992 | loss: 0.0311832 | val_loss: 0.0311918 | Time: 2673.2 ms [2021-01-22 09:24:28 main:574] : INFO : Epoch 1993 | loss: 0.031183 | val_loss: 0.0311934 | Time: 2635.99 ms [2021-01-22 09:24:31 main:574] : INFO : Epoch 1994 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 2668.7 ms [2021-01-22 09:24:34 main:574] : INFO : Epoch 1995 | loss: 0.0311859 | val_loss: 0.0311919 | Time: 2812.13 ms [2021-01-22 09:24:36 main:574] : INFO : Epoch 1996 | loss: 0.0311837 | val_loss: 0.031191 | Time: 2703.58 ms [2021-01-22 09:24:39 main:574] : INFO : Epoch 1997 | loss: 0.0311827 | val_loss: 0.0311891 | Time: 2739.46 ms [2021-01-22 09:24:42 main:574] : INFO : Epoch 1998 | loss: 0.0311822 | val_loss: 0.0311879 | Time: 2694.71 ms [2021-01-22 09:24:45 main:574] : INFO : Epoch 1999 | loss: 0.0311823 | val_loss: 0.0311883 | Time: 2706.85 ms [2021-01-22 09:24:47 main:574] : INFO : Epoch 2000 | loss: 0.0311824 | val_loss: 0.031188 | Time: 2695.73 ms [2021-01-22 09:24:50 main:574] : INFO : Epoch 2001 | loss: 0.0311839 | val_loss: 0.0311936 | Time: 2669.11 ms [2021-01-22 09:24:53 main:574] : INFO : Epoch 2002 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 2665.31 ms [2021-01-22 09:24:55 main:574] : INFO : Epoch 2003 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 2678.77 ms [2021-01-22 09:24:58 main:574] : INFO : Epoch 2004 | loss: 0.0311873 | val_loss: 0.0311892 | Time: 2691.26 ms [2021-01-22 09:25:01 main:574] : INFO : Epoch 2005 | loss: 0.0311887 | val_loss: 0.0311893 | Time: 2663.57 ms [2021-01-22 09:25:04 main:574] : INFO : Epoch 2006 | loss: 0.0311866 | val_loss: 0.0311907 | Time: 2659.75 ms [2021-01-22 09:25:06 main:574] : INFO : Epoch 2007 | loss: 0.0311866 | val_loss: 0.0311883 | Time: 2667.06 ms [2021-01-22 09:25:09 main:574] : INFO : Epoch 2008 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 2622.24 ms [2021-01-22 09:25:12 main:574] : INFO : Epoch 2009 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 2684.88 ms [2021-01-22 09:25:14 main:574] : INFO : Epoch 2010 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 2667.67 ms [2021-01-22 09:25:17 main:574] : INFO : Epoch 2011 | loss: 0.031186 | val_loss: 0.0311926 | Time: 2742.73 ms [2021-01-22 09:25:20 main:574] : INFO : Epoch 2012 | loss: 0.0311851 | val_loss: 0.0311912 | Time: 2682.36 ms [2021-01-22 09:25:23 main:574] : INFO : Epoch 2013 | loss: 0.0311843 | val_loss: 0.0311928 | Time: 2732.02 ms [2021-01-22 09:25:25 main:574] : INFO : Epoch 2014 | loss: 0.031183 | val_loss: 0.0311925 | Time: 2724.05 ms [2021-01-22 09:25:28 main:574] : INFO : Epoch 2015 | loss: 0.0311821 | val_loss: 0.0311918 | Time: 2676.93 ms [2021-01-22 09:25:31 main:574] : INFO : Epoch 2016 | loss: 0.0311832 | val_loss: 0.031195 | Time: 2637.97 ms [2021-01-22 09:25:33 main:574] : INFO : Epoch 2017 | loss: 0.0311819 | val_loss: 0.031191 | Time: 2703.13 ms [2021-01-22 09:25:36 main:574] : INFO : Epoch 2018 | loss: 0.0311805 | val_loss: 0.0311908 | Time: 2633.27 ms [2021-01-22 09:25:39 main:574] : INFO : Epoch 2019 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 2739.29 ms [2021-01-22 09:25:42 main:574] : INFO : Epoch 2020 | loss: 0.031182 | val_loss: 0.0311925 | Time: 2649.66 ms [2021-01-22 09:25:44 main:574] : INFO : Epoch 2021 | loss: 0.031181 | val_loss: 0.0311917 | Time: 2698.56 ms [2021-01-22 09:25:47 main:574] : INFO : Epoch 2022 | loss: 0.0311806 | val_loss: 0.0311929 | Time: 2694.3 ms [2021-01-22 09:25:50 main:574] : INFO : Epoch 2023 | loss: 0.0311812 | val_loss: 0.0311899 | Time: 2643.55 ms [2021-01-22 09:25:53 main:574] : INFO : Epoch 2024 | loss: 0.0311805 | val_loss: 0.0311953 | Time: 2765.92 ms [2021-01-22 09:25:55 main:574] : INFO : Epoch 2025 | loss: 0.0311834 | val_loss: 0.0311951 | Time: 2684.78 ms [2021-01-22 09:25:58 main:574] : INFO : Epoch 2026 | loss: 0.0311824 | val_loss: 0.0311905 | Time: 2629.95 ms [2021-01-22 09:26:01 main:574] : INFO : Epoch 2027 | loss: 0.031182 | val_loss: 0.0311907 | Time: 2677.38 ms [2021-01-22 09:26:03 main:574] : INFO : Epoch 2028 | loss: 0.0311817 | val_loss: 0.0311906 | Time: 2689.75 ms [2021-01-22 09:26:06 main:574] : INFO : Epoch 2029 | loss: 0.0311807 | val_loss: 0.0311911 | Time: 2708.74 ms [2021-01-22 09:26:09 main:574] : INFO : Epoch 2030 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 2676.49 ms [2021-01-22 09:26:12 main:574] : INFO : Epoch 2031 | loss: 0.031181 | val_loss: 0.0311932 | Time: 2666.87 ms [2021-01-22 09:26:14 main:574] : INFO : Epoch 2032 | loss: 0.0311804 | val_loss: 0.031193 | Time: 2659.8 ms [2021-01-22 09:26:17 main:574] : INFO : Epoch 2033 | loss: 0.0311806 | val_loss: 0.031193 | Time: 2653.9 ms [2021-01-22 09:26:20 main:574] : INFO : Epoch 2034 | loss: 0.0311835 | val_loss: 0.0311918 | Time: 2804.6 ms [2021-01-22 09:26:22 main:574] : INFO : Epoch 2035 | loss: 0.0311825 | val_loss: 0.0311894 | Time: 2693.14 ms [2021-01-22 09:26:25 main:574] : INFO : Epoch 2036 | loss: 0.0311803 | val_loss: 0.031192 | Time: 2683.34 ms [2021-01-22 09:26:28 main:574] : INFO : Epoch 2037 | loss: 0.0311813 | val_loss: 0.0311904 | Time: 2681.47 ms [2021-01-22 09:26:31 main:574] : INFO : Epoch 2038 | loss: 0.0311807 | val_loss: 0.0311907 | Time: 2687.16 ms [2021-01-22 09:26:33 main:574] : INFO : Epoch 2039 | loss: 0.0311814 | val_loss: 0.0311909 | Time: 2742.16 ms [2021-01-22 09:26:36 main:574] : INFO : Epoch 2040 | loss: 0.0311816 | val_loss: 0.0311931 | Time: 2642.86 ms [2021-01-22 09:26:39 main:574] : INFO : Epoch 2041 | loss: 0.0311818 | val_loss: 0.0311936 | Time: 2676.52 ms [2021-01-22 09:26:42 main:574] : INFO : Epoch 2042 | loss: 0.0311798 | val_loss: 0.0311956 | Time: 2726.21 ms [2021-01-22 09:26:44 main:574] : INFO : Epoch 2043 | loss: 0.0311803 | val_loss: 0.0311955 | Time: 2635.37 ms [2021-01-22 09:26:47 main:574] : INFO : Epoch 2044 | loss: 0.0311853 | val_loss: 0.0311987 | Time: 2734.26 ms [2021-01-22 09:26:50 main:574] : INFO : Epoch 2045 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 2699.21 ms [2021-01-22 09:26:52 main:574] : INFO : Epoch 2046 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 2631.24 ms [2021-01-22 09:26:55 main:574] : INFO : Epoch 2047 | loss: 0.031183 | val_loss: 0.031193 | Time: 2688.47 ms [2021-01-22 09:26:58 main:574] : INFO : Epoch 2048 | loss: 0.0311813 | val_loss: 0.0311944 | Time: 2640.51 ms [2021-01-22 09:26:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311944 [2021-01-22 09:26:58 main:603] : INFO : Saving end state to config to file [2021-01-22 09:26:58 main:608] : INFO : Success, exiting.. 09:26:58 (6280): 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)