Task 3749490
| Name | ParityModified-1609264038-11067-5_0 |
| Workunit | 1927200 |
| Created | 21 Jan 2021, 12:12:07 UTC |
| Sent | 21 Jan 2021, 18:23:06 UTC |
| Report deadline | 28 Jan 2021, 18:23:06 UTC |
| Received | 21 Jan 2021, 21:06:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 1 hours 32 min 46 sec |
| CPU time | 1 hours 22 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 | 3.70 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9 main:574] : INFO : Epoch 1542 | loss: 0.0311709 | val_loss: 0.03118 | Time: 2677.57 ms [2021-01-21 11:43:02 main:574] : INFO : Epoch 1543 | loss: 0.0311695 | val_loss: 0.031179 | Time: 2616.54 ms [2021-01-21 11:43:05 main:574] : INFO : Epoch 1544 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 2684.7 ms [2021-01-21 11:43:07 main:574] : INFO : Epoch 1545 | loss: 0.0311696 | val_loss: 0.031179 | Time: 2667.02 ms [2021-01-21 11:43:10 main:574] : INFO : Epoch 1546 | loss: 0.0311707 | val_loss: 0.0311812 | Time: 2696.75 ms [2021-01-21 11:43:13 main:574] : INFO : Epoch 1547 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 2743.85 ms [2021-01-21 11:43:15 main:574] : INFO : Epoch 1548 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 2660.59 ms [2021-01-21 11:43:18 main:574] : INFO : Epoch 1549 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 2677.98 ms [2021-01-21 11:43:21 main:574] : INFO : Epoch 1550 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 2668.7 ms [2021-01-21 11:43:24 main:574] : INFO : Epoch 1551 | loss: 0.0311686 | val_loss: 0.0311789 | Time: 2660.39 ms [2021-01-21 11:43:26 main:574] : INFO : Epoch 1552 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 2711.84 ms [2021-01-21 11:43:29 main:574] : INFO : Epoch 1553 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2700.3 ms [2021-01-21 11:43:32 main:574] : INFO : Epoch 1554 | loss: 0.031169 | val_loss: 0.0311783 | Time: 2622.41 ms [2021-01-21 11:43:34 main:574] : INFO : Epoch 1555 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 2636.14 ms [2021-01-21 11:43:37 main:574] : INFO : Epoch 1556 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 2718.98 ms [2021-01-21 11:43:40 main:574] : INFO : Epoch 1557 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2637.83 ms [2021-01-21 11:43:43 main:574] : INFO : Epoch 1558 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2706.21 ms [2021-01-21 11:43:45 main:574] : INFO : Epoch 1559 | loss: 0.0311693 | val_loss: 0.031178 | Time: 2657.39 ms [2021-01-21 11:43:48 main:574] : INFO : Epoch 1560 | loss: 0.0311686 | val_loss: 0.0311777 | Time: 2715.56 ms [2021-01-21 11:43:51 main:574] : INFO : Epoch 1561 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 2617.97 ms [2021-01-21 11:43:53 main:574] : INFO : Epoch 1562 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 2624.71 ms [2021-01-21 11:43:56 main:574] : INFO : Epoch 1563 | loss: 0.0311687 | val_loss: 0.0311798 | Time: 2713.5 ms [2021-01-21 11:43:59 main:574] : INFO : Epoch 1564 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2665.76 ms [2021-01-21 11:44:02 main:574] : INFO : Epoch 1565 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 2720.17 ms [2021-01-21 11:44:04 main:574] : INFO : Epoch 1566 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 2648.83 ms [2021-01-21 11:44:07 main:574] : INFO : Epoch 1567 | loss: 0.0311691 | val_loss: 0.0311797 | Time: 2663.02 ms [2021-01-21 11:44:10 main:574] : INFO : Epoch 1568 | loss: 0.0311679 | val_loss: 0.0311762 | Time: 2651.34 ms [2021-01-21 11:44:12 main:574] : INFO : Epoch 1569 | loss: 0.0311673 | val_loss: 0.0311834 | Time: 2726 ms [2021-01-21 11:44:15 main:574] : INFO : Epoch 1570 | loss: 0.0311696 | val_loss: 0.0311781 | Time: 2673.58 ms [2021-01-21 11:44:18 main:574] : INFO : Epoch 1571 | loss: 0.0311677 | val_loss: 0.0311789 | Time: 2711.09 ms [2021-01-21 11:44:21 main:574] : INFO : Epoch 1572 | loss: 0.0311681 | val_loss: 0.0311784 | Time: 2620.03 ms [2021-01-21 11:44:23 main:574] : INFO : Epoch 1573 | loss: 0.0311685 | val_loss: 0.0311826 | Time: 2624.77 ms [2021-01-21 11:44:26 main:574] : INFO : Epoch 1574 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2678.34 ms [2021-01-21 11:44:29 main:574] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 2653.74 ms [2021-01-21 11:44:31 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311764 | Time: 2683.57 ms [2021-01-21 11:44:34 main:574] : INFO : Epoch 1577 | loss: 0.0311672 | val_loss: 0.0311818 | Time: 2653.52 ms [2021-01-21 11:44:37 main:574] : INFO : Epoch 1578 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 2672.2 ms [2021-01-21 11:44:40 main:574] : INFO : Epoch 1579 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 2775.94 ms [2021-01-21 11:44:43 main:574] : INFO : Epoch 1580 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2721.18 ms [2021-01-21 11:44:46 main:574] : INFO : Epoch 1581 | loss: 0.0311689 | val_loss: 0.0311811 | Time: 2713.12 ms [2021-01-21 11:44:49 main:574] : INFO : Epoch 1582 | loss: 0.0311675 | val_loss: 0.0311786 | Time: 2732.07 ms [2021-01-21 11:44:51 main:574] : INFO : Epoch 1583 | loss: 0.0311658 | val_loss: 0.0311816 | Time: 2653.65 ms [2021-01-21 11:44:54 main:574] : INFO : Epoch 1584 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2625.01 ms [2021-01-21 11:44:57 main:574] : INFO : Epoch 1585 | loss: 0.0311662 | val_loss: 0.0311803 | Time: 2692.03 ms [2021-01-21 11:44:59 main:574] : INFO : Epoch 1586 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 2641.39 ms [2021-01-21 11:45:02 main:574] : INFO : Epoch 1587 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2625.21 ms [2021-01-21 11:45:05 main:574] : INFO : Epoch 1588 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2755.1 ms [2021-01-21 11:45:08 main:574] : INFO : Epoch 1589 | loss: 0.0311743 | val_loss: 0.0311809 | Time: 2656.64 ms [2021-01-21 11:45:10 main:574] : INFO : Epoch 1590 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 2726.97 ms [2021-01-21 11:45:13 main:574] : INFO : Epoch 1591 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 2705.81 ms [2021-01-21 11:45:16 main:574] : INFO : Epoch 1592 | loss: 0.0311757 | val_loss: 0.03118 | Time: 2725.95 ms [2021-01-21 11:45:18 main:574] : INFO : Epoch 1593 | loss: 0.0311733 | val_loss: 0.0311835 | Time: 2661.91 ms [2021-01-21 11:45:21 main:574] : INFO : Epoch 1594 | loss: 0.0311739 | val_loss: 0.0311836 | Time: 2681.67 ms [2021-01-21 11:45:24 main:574] : INFO : Epoch 1595 | loss: 0.0311727 | val_loss: 0.03118 | Time: 2808.17 ms [2021-01-21 11:45:27 main:574] : INFO : Epoch 1596 | loss: 0.0311742 | val_loss: 0.0311897 | Time: 2703.11 ms [2021-01-21 11:45:30 main:574] : INFO : Epoch 1597 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 2659.27 ms [2021-01-21 11:45:32 main:574] : INFO : Epoch 1598 | loss: 0.0311697 | val_loss: 0.0311799 | Time: 2714.98 ms [2021-01-21 11:45:35 main:574] : INFO : Epoch 1599 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 2626.63 ms [2021-01-21 11:45:38 main:574] : INFO : Epoch 1600 | loss: 0.0311699 | val_loss: 0.0311798 | Time: 2702.93 ms [2021-01-21 11:45:40 main:574] : INFO : Epoch 1601 | loss: 0.031169 | val_loss: 0.0311795 | Time: 2667.05 ms [2021-01-21 11:45:43 main:574] : INFO : Epoch 1602 | loss: 0.0311689 | val_loss: 0.0311792 | Time: 2693.91 ms [2021-01-21 11:45:46 main:574] : INFO : Epoch 1603 | loss: 0.0311696 | val_loss: 0.031181 | Time: 2667.55 ms [2021-01-21 11:45:48 main:574] : INFO : Epoch 1604 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 2660.51 ms [2021-01-21 11:45:51 main:574] : INFO : Epoch 1605 | loss: 0.031171 | val_loss: 0.0311799 | Time: 2662.17 ms [2021-01-21 11:45:54 main:574] : INFO : Epoch 1606 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 2643.4 ms [2021-01-21 11:45:57 main:574] : INFO : Epoch 1607 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 2666.3 ms [2021-01-21 11:45:59 main:574] : INFO : Epoch 1608 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 2661.33 ms [2021-01-21 11:46:02 main:574] : INFO : Epoch 1609 | loss: 0.0311732 | val_loss: 0.0311817 | Time: 2633.25 ms [2021-01-21 11:46:05 main:574] : INFO : Epoch 1610 | loss: 0.0311735 | val_loss: 0.0311798 | Time: 2697.92 ms [2021-01-21 11:46:07 main:574] : INFO : Epoch 1611 | loss: 0.0311714 | val_loss: 0.0311807 | Time: 2656.07 ms [2021-01-21 11:46:10 main:574] : INFO : Epoch 1612 | loss: 0.0311721 | val_loss: 0.0311807 | Time: 2652.75 ms [2021-01-21 11:46:13 main:574] : INFO : Epoch 1613 | loss: 0.031171 | val_loss: 0.0311839 | Time: 2644.48 ms [2021-01-21 11:46:15 main:574] : INFO : Epoch 1614 | loss: 0.0311705 | val_loss: 0.0311793 | Time: 2639.36 ms [2021-01-21 11:46:18 main:574] : INFO : Epoch 1615 | loss: 0.0311731 | val_loss: 0.0311902 | Time: 2703.23 ms [2021-01-21 11:46:21 main:574] : INFO : Epoch 1616 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 2613.78 ms [2021-01-21 11:46:24 main:574] : INFO : Epoch 1617 | loss: 0.0311742 | val_loss: 0.0311909 | Time: 2705.75 ms [2021-01-21 11:46:26 main:574] : INFO : Epoch 1618 | loss: 0.031178 | val_loss: 0.0311857 | Time: 2733.75 ms [2021-01-21 11:46:29 main:574] : INFO : Epoch 1619 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 2735.83 ms [2021-01-21 11:46:32 main:574] : INFO : Epoch 1620 | loss: 0.0311705 | val_loss: 0.0311819 | Time: 2641.44 ms [2021-01-21 11:46:35 main:574] : INFO : Epoch 1621 | loss: 0.0311738 | val_loss: 0.0311823 | Time: 2682.55 ms [2021-01-21 11:46:37 main:574] : INFO : Epoch 1622 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 2693.36 ms [2021-01-21 11:46:40 main:574] : INFO : Epoch 1623 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 2653.02 ms [2021-01-21 11:46:43 main:574] : INFO : Epoch 1624 | loss: 0.031169 | val_loss: 0.0311802 | Time: 2661.6 ms [2021-01-21 11:46:45 main:574] : INFO : Epoch 1625 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 2624.18 ms [2021-01-21 11:46:48 main:574] : INFO : Epoch 1626 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 2625.02 ms [2021-01-21 11:46:51 main:574] : INFO : Epoch 1627 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 2632.12 ms [2021-01-21 11:46:53 main:574] : INFO : Epoch 1628 | loss: 0.031172 | val_loss: 0.0311817 | Time: 2705.98 ms [2021-01-21 11:46:56 main:574] : INFO : Epoch 1629 | loss: 0.031173 | val_loss: 0.0311781 | Time: 2726.87 ms [2021-01-21 11:46:59 main:574] : INFO : Epoch 1630 | loss: 0.0311702 | val_loss: 0.0311781 | Time: 2629.74 ms [2021-01-21 11:47:02 main:574] : INFO : Epoch 1631 | loss: 0.0311692 | val_loss: 0.0311773 | Time: 2650.16 ms [2021-01-21 11:47:04 main:574] : INFO : Epoch 1632 | loss: 0.0311719 | val_loss: 0.031179 | Time: 2713.92 ms [2021-01-21 11:47:07 main:574] : INFO : Epoch 1633 | loss: 0.0311727 | val_loss: 0.0311782 | Time: 2662.28 ms [2021-01-21 11:47:10 main:574] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 2666.47 ms [2021-01-21 11:47:13 main:574] : INFO : Epoch 1635 | loss: 0.0311699 | val_loss: 0.0311772 | Time: 2725.68 ms [2021-01-21 11:47:15 main:574] : INFO : Epoch 1636 | loss: 0.0311696 | val_loss: 0.0311755 | Time: 2693.61 ms [2021-01-21 11:47:18 main:574] : INFO : Epoch 1637 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 2651.95 ms [2021-01-21 11:47:21 main:574] : INFO : Epoch 1638 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2684.97 ms [2021-01-21 11:47:23 main:574] : INFO : Epoch 1639 | loss: 0.0311678 | val_loss: 0.0311799 | Time: 2642.37 ms [2021-01-21 11:47:26 main:574] : INFO : Epoch 1640 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 2654.64 ms [2021-01-21 11:47:29 main:574] : INFO : Epoch 1641 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2692.89 ms [2021-01-21 11:47:32 main:574] : INFO : Epoch 1642 | loss: 0.0311683 | val_loss: 0.031181 | Time: 2677.56 ms [2021-01-21 11:47:34 main:574] : INFO : Epoch 1643 | loss: 0.031169 | val_loss: 0.0311778 | Time: 2634.99 ms [2021-01-21 11:47:37 main:574] : INFO : Epoch 1644 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 2743.91 ms [2021-01-21 11:47:40 main:574] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 2663.21 ms [2021-01-21 11:47:42 main:574] : INFO : Epoch 1646 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 2637.63 ms [2021-01-21 11:47:45 main:574] : INFO : Epoch 1647 | loss: 0.0311672 | val_loss: 0.031178 | Time: 2625.56 ms [2021-01-21 11:47:48 main:574] : INFO : Epoch 1648 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 2669.47 ms [2021-01-21 11:47:51 main:574] : INFO : Epoch 1649 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 2662.12 ms [2021-01-21 11:47:53 main:574] : INFO : Epoch 1650 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 2656.93 ms [2021-01-21 11:47:56 main:574] : INFO : Epoch 1651 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 2637.96 ms [2021-01-21 11:47:59 main:574] : INFO : Epoch 1652 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 2637.83 ms [2021-01-21 11:48:01 main:574] : INFO : Epoch 1653 | loss: 0.0311663 | val_loss: 0.031178 | Time: 2659.45 ms [2021-01-21 11:48:04 main:574] : INFO : Epoch 1654 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 2719.29 ms [2021-01-21 11:48:07 main:574] : INFO : Epoch 1655 | loss: 0.0311689 | val_loss: 0.0311814 | Time: 2642.68 ms [2021-01-21 11:48:09 main:574] : INFO : Epoch 1656 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 2694 ms [2021-01-21 11:48:12 main:574] : INFO : Epoch 1657 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 2678.02 ms [2021-01-21 11:48:15 main:574] : INFO : Epoch 1658 | loss: 0.031169 | val_loss: 0.0311794 | Time: 2673.2 ms [2021-01-21 11:48:18 main:574] : INFO : Epoch 1659 | loss: 0.0311687 | val_loss: 0.031178 | Time: 2664.03 ms [2021-01-21 11:48:20 main:574] : INFO : Epoch 1660 | loss: 0.0311687 | val_loss: 0.03118 | Time: 2685.03 ms [2021-01-21 11:48:23 main:574] : INFO : Epoch 1661 | loss: 0.0311682 | val_loss: 0.0311858 | Time: 2672.35 ms [2021-01-21 11:48:26 main:574] : INFO : Epoch 1662 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 2659.08 ms [2021-01-21 11:48:28 main:574] : INFO : Epoch 1663 | loss: 0.0311678 | val_loss: 0.0311777 | Time: 2638.11 ms [2021-01-21 11:48:31 main:574] : INFO : Epoch 1664 | loss: 0.031168 | val_loss: 0.0311782 | Time: 2714.22 ms [2021-01-21 11:48:34 main:574] : INFO : Epoch 1665 | loss: 0.031166 | val_loss: 0.0311787 | Time: 2756.53 ms [2021-01-21 11:48:37 main:574] : INFO : Epoch 1666 | loss: 0.0311656 | val_loss: 0.0311789 | Time: 2670.58 ms [2021-01-21 11:48:39 main:574] : INFO : Epoch 1667 | loss: 0.0311656 | val_loss: 0.031178 | Time: 2615.04 ms [2021-01-21 11:48:42 main:574] : INFO : Epoch 1668 | loss: 0.0311663 | val_loss: 0.031179 | Time: 2642.36 ms [2021-01-21 11:48:45 main:574] : INFO : Epoch 1669 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 2662.83 ms [2021-01-21 11:48:47 main:574] : INFO : Epoch 1670 | loss: 0.0311672 | val_loss: 0.0311789 | Time: 2684.74 ms [2021-01-21 11:48:50 main:574] : INFO : Epoch 1671 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 2665.26 ms [2021-01-21 11:48:53 main:574] : INFO : Epoch 1672 | loss: 0.031165 | val_loss: 0.0311769 | Time: 2649.36 ms [2021-01-21 11:48:56 main:574] : INFO : Epoch 1673 | loss: 0.0311647 | val_loss: 0.0311779 | Time: 2694.3 ms [2021-01-21 11:48:58 main:574] : INFO : Epoch 1674 | loss: 0.0311664 | val_loss: 0.0311783 | Time: 2699.97 ms [2021-01-21 11:49:01 main:574] : INFO : Epoch 1675 | loss: 0.0311646 | val_loss: 0.031178 | Time: 2666.88 ms [2021-01-21 11:49:04 main:574] : INFO : Epoch 1676 | loss: 0.031165 | val_loss: 0.0311791 | Time: 2668.98 ms [2021-01-21 11:49:06 main:574] : INFO : Epoch 1677 | loss: 0.0311645 | val_loss: 0.0311793 | Time: 2655.16 ms [2021-01-21 11:49:09 main:574] : INFO : Epoch 1678 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 2619.91 ms [2021-01-21 11:49:12 main:574] : INFO : Epoch 1679 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 2622.33 ms [2021-01-21 11:49:14 main:574] : INFO : Epoch 1680 | loss: 0.0311669 | val_loss: 0.031178 | Time: 2630.7 ms [2021-01-21 11:49:17 main:574] : INFO : Epoch 1681 | loss: 0.0311657 | val_loss: 0.0311764 | Time: 2663.43 ms [2021-01-21 11:49:20 main:574] : INFO : Epoch 1682 | loss: 0.0311652 | val_loss: 0.03118 | Time: 2651.37 ms [2021-01-21 11:49:22 main:574] : INFO : Epoch 1683 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 2652.41 ms [2021-01-21 11:49:25 main:574] : INFO : Epoch 1684 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 2618.04 ms [2021-01-21 11:49:28 main:574] : INFO : Epoch 1685 | loss: 0.0311653 | val_loss: 0.0311798 | Time: 2696.73 ms [2021-01-21 11:49:31 main:574] : INFO : Epoch 1686 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 2618.6 ms [2021-01-21 11:49:33 main:574] : INFO : Epoch 1687 | loss: 0.0311695 | val_loss: 0.0311797 | Time: 2648.34 ms [2021-01-21 11:49:36 main:574] : INFO : Epoch 1688 | loss: 0.0311657 | val_loss: 0.0311762 | Time: 2683.79 ms [2021-01-21 11:49:39 main:574] : INFO : Epoch 1689 | loss: 0.0311631 | val_loss: 0.0311792 | Time: 2619.73 ms [2021-01-21 11:49:41 main:574] : INFO : Epoch 1690 | loss: 0.0311624 | val_loss: 0.0311783 | Time: 2659.57 ms [2021-01-21 11:49:44 main:574] : INFO : Epoch 1691 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 2614.51 ms [2021-01-21 11:49:47 main:574] : INFO : Epoch 1692 | loss: 0.0311633 | val_loss: 0.031177 | Time: 2671.14 ms [2021-01-21 11:49:49 main:574] : INFO : Epoch 1693 | loss: 0.0311624 | val_loss: 0.0311771 | Time: 2624.77 ms [2021-01-21 11:49:52 main:574] : INFO : Epoch 1694 | loss: 0.0311638 | val_loss: 0.0311813 | Time: 2664.72 ms [2021-01-21 11:49:55 main:574] : INFO : Epoch 1695 | loss: 0.0311643 | val_loss: 0.0311793 | Time: 2670.49 ms [2021-01-21 11:49:57 main:574] : INFO : Epoch 1696 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2667.67 ms [2021-01-21 11:50:00 main:574] : INFO : Epoch 1697 | loss: 0.0311625 | val_loss: 0.0311771 | Time: 2687.14 ms [2021-01-21 11:50:03 main:574] : INFO : Epoch 1698 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2693.9 ms [2021-01-21 11:50:06 main:574] : INFO : Epoch 1699 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 2694.03 ms [2021-01-21 11:50:08 main:574] : INFO : Epoch 1700 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 2683.7 ms [2021-01-21 11:50:11 main:574] : INFO : Epoch 1701 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 2687.72 ms [2021-01-21 11:50:14 main:574] : INFO : Epoch 1702 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 2715.07 ms [2021-01-21 11:50:17 main:574] : INFO : Epoch 1703 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 2674.18 ms [2021-01-21 11:50:19 main:574] : INFO : Epoch 1704 | loss: 0.0311609 | val_loss: 0.0311775 | Time: 2697.46 ms [2021-01-21 11:50:22 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 2652.45 ms [2021-01-21 11:50:25 main:574] : INFO : Epoch 1706 | loss: 0.0311622 | val_loss: 0.0311782 | Time: 2663.13 ms [2021-01-21 11:50:27 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311769 | Time: 2671.36 ms [2021-01-21 11:50:30 main:574] : INFO : Epoch 1708 | loss: 0.0311623 | val_loss: 0.0311786 | Time: 2653.51 ms [2021-01-21 11:50:33 main:574] : INFO : Epoch 1709 | loss: 0.0311626 | val_loss: 0.0311772 | Time: 2675.31 ms [2021-01-21 11:50:36 main:574] : INFO : Epoch 1710 | loss: 0.0311638 | val_loss: 0.031179 | Time: 2669.39 ms [2021-01-21 11:50:38 main:574] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311805 | Time: 2737.04 ms [2021-01-21 11:50:41 main:574] : INFO : Epoch 1712 | loss: 0.0311628 | val_loss: 0.0311753 | Time: 2633.72 ms [2021-01-21 11:50:44 main:574] : INFO : Epoch 1713 | loss: 0.0311647 | val_loss: 0.0311794 | Time: 2711.25 ms [2021-01-21 11:50:46 main:574] : INFO : Epoch 1714 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 2659.81 ms [2021-01-21 11:50:49 main:574] : INFO : Epoch 1715 | loss: 0.031174 | val_loss: 0.0311791 | Time: 2683.37 ms [2021-01-21 11:50:52 main:574] : INFO : Epoch 1716 | loss: 0.0311729 | val_loss: 0.0311802 | Time: 2691.93 ms [2021-01-21 11:50:55 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.0311809 | Time: 2655.6 ms [2021-01-21 11:50:57 main:574] : INFO : Epoch 1718 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 2621.37 ms [2021-01-21 11:51:00 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 2730.69 ms [2021-01-21 11:51:03 main:574] : INFO : Epoch 1720 | loss: 0.0311704 | val_loss: 0.031184 | Time: 2642.43 ms [2021-01-21 11:51:05 main:574] : INFO : Epoch 1721 | loss: 0.0311706 | val_loss: 0.0311848 | Time: 2633.27 ms [2021-01-21 11:51:08 main:574] : INFO : Epoch 1722 | loss: 0.0311736 | val_loss: 0.0311801 | Time: 2708.54 ms [2021-01-21 11:51:11 main:574] : INFO : Epoch 1723 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 2655.91 ms [2021-01-21 11:51:13 main:574] : INFO : Epoch 1724 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 2622.6 ms [2021-01-21 11:51:16 main:574] : INFO : Epoch 1725 | loss: 0.031169 | val_loss: 0.0311791 | Time: 2750.03 ms [2021-01-21 11:51:19 main:574] : INFO : Epoch 1726 | loss: 0.0311679 | val_loss: 0.0311773 | Time: 2671.05 ms [2021-01-21 11:51:22 main:574] : INFO : Epoch 1727 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 2637.42 ms [2021-01-21 11:51:24 main:574] : INFO : Epoch 1728 | loss: 0.031169 | val_loss: 0.0311781 | Time: 2713.53 ms [2021-01-21 11:51:27 main:574] : INFO : Epoch 1729 | loss: 0.0311683 | val_loss: 0.0311786 | Time: 2662.37 ms [2021-01-21 11:51:30 main:574] : INFO : Epoch 1730 | loss: 0.03117 | val_loss: 0.031179 | Time: 2706.7 ms [2021-01-21 11:51:33 main:574] : INFO : Epoch 1731 | loss: 0.0311682 | val_loss: 0.031178 | Time: 2672.46 ms [2021-01-21 11:51:35 main:574] : INFO : Epoch 1732 | loss: 0.0311686 | val_loss: 0.0311829 | Time: 2614.34 ms [2021-01-21 11:51:38 main:574] : INFO : Epoch 1733 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 2700.21 ms [2021-01-21 11:51:40 main:574] : INFO : Epoch 1734 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 2614.33 ms [2021-01-21 11:51:43 main:574] : INFO : Epoch 1735 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 2658.11 ms [2021-01-21 11:51:46 main:574] : INFO : Epoch 1736 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 2730.78 ms [2021-01-21 11:51:49 main:574] : INFO : Epoch 1737 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2655.35 ms [2021-01-21 11:51:51 main:574] : INFO : Epoch 1738 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 2690.09 ms [2021-01-21 11:51:54 main:574] : INFO : Epoch 1739 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 2793.68 ms [2021-01-21 11:51:57 main:574] : INFO : Epoch 1740 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 2699.45 ms [2021-01-21 11:52:00 main:574] : INFO : Epoch 1741 | loss: 0.0311658 | val_loss: 0.0311792 | Time: 2649.29 ms [2021-01-21 11:52:02 main:574] : INFO : Epoch 1742 | loss: 0.0311658 | val_loss: 0.0311786 | Time: 2698.26 ms [2021-01-21 11:52:05 main:574] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 2667.24 ms [2021-01-21 11:52:08 main:574] : INFO : Epoch 1744 | loss: 0.0311655 | val_loss: 0.0311785 | Time: 2632.77 ms [2021-01-21 11:52:10 main:574] : INFO : Epoch 1745 | loss: 0.0311662 | val_loss: 0.0311793 | Time: 2640.15 ms [2021-01-21 11:52:13 main:574] : INFO : Epoch 1746 | loss: 0.0311649 | val_loss: 0.0311777 | Time: 2686.12 ms [2021-01-21 11:52:16 main:574] : INFO : Epoch 1747 | loss: 0.0311656 | val_loss: 0.0311787 | Time: 2642.87 ms [2021-01-21 11:52:18 main:574] : INFO : Epoch 1748 | loss: 0.0311663 | val_loss: 0.0311798 | Time: 2624.68 ms [2021-01-21 11:52:21 main:574] : INFO : Epoch 1749 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 2624.06 ms [2021-01-21 11:52:23 main:574] : INFO : Epoch 1750 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 2622.13 ms [2021-01-21 11:52:26 main:574] : INFO : Epoch 1751 | loss: 0.0311644 | val_loss: 0.0311784 | Time: 2616.03 ms [2021-01-21 11:52:29 main:574] : INFO : Epoch 1752 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 2718.84 ms [2021-01-21 11:52:32 main:574] : INFO : Epoch 1753 | loss: 0.0311647 | val_loss: 0.0311812 | Time: 2689.67 ms [2021-01-21 11:52:34 main:574] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311779 | Time: 2658.28 ms [2021-01-21 11:52:37 main:574] : INFO : Epoch 1755 | loss: 0.0311646 | val_loss: 0.0311809 | Time: 2619.73 ms [2021-01-21 11:52:40 main:574] : INFO : Epoch 1756 | loss: 0.0311658 | val_loss: 0.0311806 | Time: 2683.04 ms [2021-01-21 11:52:42 main:574] : INFO : Epoch 1757 | loss: 0.0311673 | val_loss: 0.0311825 | Time: 2665.21 ms [2021-01-21 11:52:45 main:574] : INFO : Epoch 1758 | loss: 0.0311701 | val_loss: 0.0311791 | Time: 2716.63 ms [2021-01-21 11:52:48 main:574] : INFO : Epoch 1759 | loss: 0.0311711 | val_loss: 0.0311814 | Time: 2641.83 ms [2021-01-21 11:52:50 main:574] : INFO : Epoch 1760 | loss: 0.0311713 | val_loss: 0.0311807 | Time: 2700.72 ms [2021-01-21 11:52:53 main:574] : INFO : Epoch 1761 | loss: 0.0311706 | val_loss: 0.0311809 | Time: 2665.46 ms [2021-01-21 11:52:56 main:574] : INFO : Epoch 1762 | loss: 0.0311712 | val_loss: 0.0311858 | Time: 2696.09 ms [2021-01-21 11:52:59 main:574] : INFO : Epoch 1763 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 2684.04 ms [2021-01-21 11:53:01 main:574] : INFO : Epoch 1764 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 2718.95 ms [2021-01-21 11:53:04 main:574] : INFO : Epoch 1765 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 2647.05 ms [2021-01-21 11:53:07 main:574] : INFO : Epoch 1766 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 2643.59 ms [2021-01-21 11:53:09 main:574] : INFO : Epoch 1767 | loss: 0.0311653 | val_loss: 0.0311786 | Time: 2632.58 ms [2021-01-21 11:53:12 main:574] : INFO : Epoch 1768 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 2636.27 ms [2021-01-21 11:53:15 main:574] : INFO : Epoch 1769 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 2624.39 ms [2021-01-21 11:53:17 main:574] : INFO : Epoch 1770 | loss: 0.0311664 | val_loss: 0.0311805 | Time: 2679.47 ms [2021-01-21 11:53:20 main:574] : INFO : Epoch 1771 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 2680.72 ms [2021-01-21 11:53:23 main:574] : INFO : Epoch 1772 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 2716.03 ms [2021-01-21 11:53:26 main:574] : INFO : Epoch 1773 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 2660.71 ms [2021-01-21 11:53:28 main:574] : INFO : Epoch 1774 | loss: 0.031168 | val_loss: 0.0311787 | Time: 2649.19 ms [2021-01-21 11:53:31 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 2674.68 ms [2021-01-21 11:53:34 main:574] : INFO : Epoch 1776 | loss: 0.0311653 | val_loss: 0.0311773 | Time: 2702.41 ms [2021-01-21 11:53:36 main:574] : INFO : Epoch 1777 | loss: 0.0311641 | val_loss: 0.0311804 | Time: 2654.05 ms [2021-01-21 11:53:39 main:574] : INFO : Epoch 1778 | loss: 0.0311651 | val_loss: 0.0311787 | Time: 2667.18 ms [2021-01-21 11:53:42 main:574] : INFO : Epoch 1779 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 2639.48 ms [2021-01-21 11:53:44 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311779 | Time: 2665.98 ms [2021-01-21 11:53:47 main:574] : INFO : Epoch 1781 | loss: 0.0311655 | val_loss: 0.0311832 | Time: 2706.93 ms [2021-01-21 11:53:50 main:574] : INFO : Epoch 1782 | loss: 0.031166 | val_loss: 0.0311777 | Time: 2684.45 ms [2021-01-21 11:53:53 main:574] : INFO : Epoch 1783 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 2626.84 ms [2021-01-21 11:53:55 main:574] : INFO : Epoch 1784 | loss: 0.0311649 | val_loss: 0.0311788 | Time: 2631 ms [2021-01-21 11:53:58 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.0311797 | Time: 2633.54 ms [2021-01-21 11:54:00 main:574] : INFO : Epoch 1786 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2649.99 ms [2021-01-21 11:54:03 main:574] : INFO : Epoch 1787 | loss: 0.0311635 | val_loss: 0.0311793 | Time: 2656.48 ms [2021-01-21 11:54:06 main:574] : INFO : Epoch 1788 | loss: 0.0311648 | val_loss: 0.0311769 | Time: 2649.71 ms [2021-01-21 11:54:09 main:574] : INFO : Epoch 1789 | loss: 0.0311665 | val_loss: 0.0311772 | Time: 2778.76 ms [2021-01-21 11:54:11 main:574] : INFO : Epoch 1790 | loss: 0.0311641 | val_loss: 0.0311766 | Time: 2696.8 ms [2021-01-21 11:54:14 main:574] : INFO : Epoch 1791 | loss: 0.0311654 | val_loss: 0.0311801 | Time: 2643.58 ms [2021-01-21 11:54:17 main:574] : INFO : Epoch 1792 | loss: 0.0311646 | val_loss: 0.03118 | Time: 2680.41 ms [2021-01-21 11:54:19 main:574] : INFO : Epoch 1793 | loss: 0.0311635 | val_loss: 0.0311773 | Time: 2678.83 ms [2021-01-21 11:54:22 main:574] : INFO : Epoch 1794 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 2652.17 ms [2021-01-21 11:54:25 main:574] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 2708 ms [2021-01-21 11:54:27 main:574] : INFO : Epoch 1796 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 2631.5 ms [2021-01-21 11:54:30 main:574] : INFO : Epoch 1797 | loss: 0.0311635 | val_loss: 0.0311815 | Time: 2648.64 ms [2021-01-21 11:54:33 main:574] : INFO : Epoch 1798 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2641.84 ms [2021-01-21 11:54:35 main:574] : INFO : Epoch 1799 | loss: 0.0311623 | val_loss: 0.0311825 | Time: 2674.67 ms [2021-01-21 11:54:38 main:574] : INFO : Epoch 1800 | loss: 0.0311626 | val_loss: 0.031177 | Time: 2703.99 ms [2021-01-21 11:54:41 main:574] : INFO : Epoch 1801 | loss: 0.031163 | val_loss: 0.0311818 | Time: 2737.2 ms [2021-01-21 11:54:44 main:574] : INFO : Epoch 1802 | loss: 0.0311627 | val_loss: 0.0311825 | Time: 2695.04 ms [2021-01-21 11:54:46 main:574] : INFO : Epoch 1803 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 2705.72 ms [2021-01-21 11:54:49 main:574] : INFO : Epoch 1804 | loss: 0.0311629 | val_loss: 0.0311804 | Time: 2652.28 ms [2021-01-21 11:54:52 main:574] : INFO : Epoch 1805 | loss: 0.0311643 | val_loss: 0.0311847 | Time: 2645.21 ms [2021-01-21 11:54:55 main:574] : INFO : Epoch 1806 | loss: 0.0311652 | val_loss: 0.0311768 | Time: 2710.2 ms [2021-01-21 11:54:57 main:574] : INFO : Epoch 1807 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2654.68 ms [2021-01-21 11:55:00 main:574] : INFO : Epoch 1808 | loss: 0.0311612 | val_loss: 0.0311788 | Time: 2623.89 ms [2021-01-21 11:55:04 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 2607.55 ms [2021-01-21 11:55:07 main:574] : INFO : Epoch 1810 | loss: 0.0311628 | val_loss: 0.0311815 | Time: 2663.12 ms [2021-01-21 11:55:10 main:574] : INFO : Epoch 1811 | loss: 0.0311615 | val_loss: 0.0311798 | Time: 2607.51 ms [2021-01-21 11:55:14 main:574] : INFO : Epoch 1812 | loss: 0.0311622 | val_loss: 0.0311783 | Time: 2706.03 ms [2021-01-21 11:55:17 main:574] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311792 | Time: 2611.13 ms [2021-01-21 11:55:19 main:574] : INFO : Epoch 1814 | loss: 0.0311609 | val_loss: 0.0311812 | Time: 2609.19 ms [2021-01-21 11:55:22 main:574] : INFO : Epoch 1815 | loss: 0.0311598 | val_loss: 0.031181 | Time: 2652.16 ms [2021-01-21 11:55:25 main:574] : INFO : Epoch 1816 | loss: 0.0311592 | val_loss: 0.0311799 | Time: 2721.67 ms [2021-01-21 11:55:27 main:574] : INFO : Epoch 1817 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 2723.61 ms [2021-01-21 11:55:30 main:574] : INFO : Epoch 1818 | loss: 0.0311625 | val_loss: 0.0311764 | Time: 2647.14 ms [2021-01-21 11:55:33 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311841 | Time: 2676.81 ms [2021-01-21 11:55:36 main:574] : INFO : Epoch 1820 | loss: 0.0311638 | val_loss: 0.0311779 | Time: 2674.96 ms [2021-01-21 11:55:38 main:574] : INFO : Epoch 1821 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 2646.92 ms [2021-01-21 11:55:41 main:574] : INFO : Epoch 1822 | loss: 0.0311623 | val_loss: 0.0311814 | Time: 2619.55 ms [2021-01-21 11:55:44 main:574] : INFO : Epoch 1823 | loss: 0.0311693 | val_loss: 0.0311817 | Time: 2641.27 ms [2021-01-21 11:55:46 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.0311795 | Time: 2717.57 ms [2021-01-21 11:55:49 main:574] : INFO : Epoch 1825 | loss: 0.0311644 | val_loss: 0.0311767 | Time: 2625.53 ms [2021-01-21 11:55:52 main:574] : INFO : Epoch 1826 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 2657.91 ms [2021-01-21 11:55:54 main:574] : INFO : Epoch 1827 | loss: 0.0311626 | val_loss: 0.0311804 | Time: 2640.93 ms [2021-01-21 11:55:57 main:574] : INFO : Epoch 1828 | loss: 0.0311644 | val_loss: 0.0311839 | Time: 2619.38 ms [2021-01-21 11:56:00 main:574] : INFO : Epoch 1829 | loss: 0.0311643 | val_loss: 0.0311788 | Time: 2669.64 ms [2021-01-21 11:56:03 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.0311803 | Time: 2660.99 ms [2021-01-21 11:56:05 main:574] : INFO : Epoch 1831 | loss: 0.0322565 | val_loss: 0.0318592 | Time: 2702.86 ms [2021-01-21 11:56:08 main:574] : INFO : Epoch 1832 | loss: 0.0314806 | val_loss: 0.0313566 | Time: 2720.56 ms [2021-01-21 11:56:11 main:574] : INFO : Epoch 1833 | loss: 0.0312701 | val_loss: 0.0312372 | Time: 2671.04 ms [2021-01-21 11:56:13 main:574] : INFO : Epoch 1834 | loss: 0.0312262 | val_loss: 0.0312164 | Time: 2677.54 ms [2021-01-21 11:56:16 main:574] : INFO : Epoch 1835 | loss: 0.0312102 | val_loss: 0.0312053 | Time: 2731.33 ms [2021-01-21 11:56:19 main:574] : INFO : Epoch 1836 | loss: 0.0312049 | val_loss: 0.0312004 | Time: 2639.81 ms [2021-01-21 11:56:22 main:574] : INFO : Epoch 1837 | loss: 0.0312015 | val_loss: 0.0311987 | Time: 2649.8 ms [2021-01-21 11:56:24 main:574] : INFO : Epoch 1838 | loss: 0.0312012 | val_loss: 0.0311981 | Time: 2744.19 ms [2021-01-21 11:56:27 main:574] : INFO : Epoch 1839 | loss: 0.031199 | val_loss: 0.0311965 | Time: 2652.56 ms [2021-01-21 11:56:30 main:574] : INFO : Epoch 1840 | loss: 0.031201 | val_loss: 0.0312001 | Time: 2680.47 ms [2021-01-21 11:56:32 main:574] : INFO : Epoch 1841 | loss: 0.0311984 | val_loss: 0.0312021 | Time: 2654.14 ms [2021-01-21 11:56:35 main:574] : INFO : Epoch 1842 | loss: 0.0312001 | val_loss: 0.0311966 | Time: 2657.23 ms [2021-01-21 11:56:38 main:574] : INFO : Epoch 1843 | loss: 0.0311981 | val_loss: 0.0311999 | Time: 2768.13 ms [2021-01-21 11:56:41 main:574] : INFO : Epoch 1844 | loss: 0.0312013 | val_loss: 0.0311958 | Time: 2633.58 ms [2021-01-21 11:56:43 main:574] : INFO : Epoch 1845 | loss: 0.0311972 | val_loss: 0.0311955 | Time: 2649.35 ms [2021-01-21 11:56:46 main:574] : INFO : Epoch 1846 | loss: 0.0311961 | val_loss: 0.0311941 | Time: 2691.32 ms [2021-01-21 11:56:49 main:574] : INFO : Epoch 1847 | loss: 0.031195 | val_loss: 0.0311934 | Time: 2682.26 ms [2021-01-21 11:56:52 main:574] : INFO : Epoch 1848 | loss: 0.0311944 | val_loss: 0.0311954 | Time: 2680.02 ms [2021-01-21 11:56:54 main:574] : INFO : Epoch 1849 | loss: 0.0311967 | val_loss: 0.0311958 | Time: 2715.3 ms [2021-01-21 11:56:57 main:574] : INFO : Epoch 1850 | loss: 0.0311962 | val_loss: 0.0311943 | Time: 2701.21 ms [2021-01-21 11:57:00 main:574] : INFO : Epoch 1851 | loss: 0.0311964 | val_loss: 0.0311946 | Time: 2805.24 ms [2021-01-21 11:57:03 main:574] : INFO : Epoch 1852 | loss: 0.0311955 | val_loss: 0.0311954 | Time: 2728.14 ms [2021-01-21 11:57:05 main:574] : INFO : Epoch 1853 | loss: 0.0311976 | val_loss: 0.0311967 | Time: 2662.6 ms [2021-01-21 11:57:08 main:574] : INFO : Epoch 1854 | loss: 0.0311945 | val_loss: 0.0311931 | Time: 2652.09 ms [2021-01-21 11:57:11 main:574] : INFO : Epoch 1855 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2652.16 ms [2021-01-21 11:57:13 main:574] : INFO : Epoch 1856 | loss: 0.0311946 | val_loss: 0.0311941 | Time: 2646.61 ms [2021-01-21 11:57:16 main:574] : INFO : Epoch 1857 | loss: 0.0311946 | val_loss: 0.0311936 | Time: 2667 ms [2021-01-21 11:57:19 main:574] : INFO : Epoch 1858 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 2643.96 ms [2021-01-21 11:57:21 main:574] : INFO : Epoch 1859 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 2695.7 ms [2021-01-21 11:57:24 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.0311942 | Time: 2653.34 ms [2021-01-21 11:57:27 main:574] : INFO : Epoch 1861 | loss: 0.0311946 | val_loss: 0.0311997 | Time: 2650.65 ms [2021-01-21 11:57:29 main:574] : INFO : Epoch 1862 | loss: 0.0311956 | val_loss: 0.0311942 | Time: 2619.37 ms [2021-01-21 11:57:32 main:574] : INFO : Epoch 1863 | loss: 0.0311953 | val_loss: 0.0311954 | Time: 2616.91 ms [2021-01-21 11:57:35 main:574] : INFO : Epoch 1864 | loss: 0.0311933 | val_loss: 0.0311914 | Time: 2716.99 ms [2021-01-21 11:57:38 main:574] : INFO : Epoch 1865 | loss: 0.0311924 | val_loss: 0.0311913 | Time: 2655.81 ms [2021-01-21 11:57:40 main:574] : INFO : Epoch 1866 | loss: 0.0311919 | val_loss: 0.0311908 | Time: 2644.14 ms [2021-01-21 11:57:43 main:574] : INFO : Epoch 1867 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 2634.6 ms [2021-01-21 11:57:46 main:574] : INFO : Epoch 1868 | loss: 0.0311935 | val_loss: 0.0311906 | Time: 2655.71 ms [2021-01-21 11:57:48 main:574] : INFO : Epoch 1869 | loss: 0.0311926 | val_loss: 0.0311914 | Time: 2679.9 ms [2021-01-21 11:57:51 main:574] : INFO : Epoch 1870 | loss: 0.0311929 | val_loss: 0.0311939 | Time: 2719.76 ms [2021-01-21 11:57:54 main:574] : INFO : Epoch 1871 | loss: 0.0311947 | val_loss: 0.0311911 | Time: 2747.27 ms [2021-01-21 11:57:56 main:574] : INFO : Epoch 1872 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 2633.53 ms [2021-01-21 11:57:59 main:574] : INFO : Epoch 1873 | loss: 0.031194 | val_loss: 0.0311934 | Time: 2628.93 ms [2021-01-21 11:58:02 main:574] : INFO : Epoch 1874 | loss: 0.031194 | val_loss: 0.0311913 | Time: 2717.26 ms [2021-01-21 11:58:05 main:574] : INFO : Epoch 1875 | loss: 0.0311968 | val_loss: 0.0311919 | Time: 2701.86 ms [2021-01-21 11:58:07 main:574] : INFO : Epoch 1876 | loss: 0.0311943 | val_loss: 0.0311939 | Time: 2638.42 ms [2021-01-21 11:58:10 main:574] : INFO : Epoch 1877 | loss: 0.0311934 | val_loss: 0.0311939 | Time: 2675.33 ms [2021-01-21 11:58:13 main:574] : INFO : Epoch 1878 | loss: 0.0311938 | val_loss: 0.0311907 | Time: 2722.12 ms [2021-01-21 11:58:16 main:574] : INFO : Epoch 1879 | loss: 0.0311932 | val_loss: 0.0311918 | Time: 2687.8 ms [2021-01-21 11:58:18 main:574] : INFO : Epoch 1880 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 2644.14 ms [2021-01-21 11:58:21 main:574] : INFO : Epoch 1881 | loss: 0.031193 | val_loss: 0.0311944 | Time: 2687.65 ms [2021-01-21 11:58:24 main:574] : INFO : Epoch 1882 | loss: 0.0311927 | val_loss: 0.03119 | Time: 2657.33 ms [2021-01-21 11:58:26 main:574] : INFO : Epoch 1883 | loss: 0.0311921 | val_loss: 0.0311898 | Time: 2751.27 ms [2021-01-21 11:58:29 main:574] : INFO : Epoch 1884 | loss: 0.0311918 | val_loss: 0.03119 | Time: 2659.78 ms [2021-01-21 11:58:32 main:574] : INFO : Epoch 1885 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 2648.64 ms [2021-01-21 11:58:35 main:574] : INFO : Epoch 1886 | loss: 0.0311916 | val_loss: 0.0311909 | Time: 2740.03 ms [2021-01-21 11:58:37 main:574] : INFO : Epoch 1887 | loss: 0.031192 | val_loss: 0.0311891 | Time: 2634.62 ms [2021-01-21 11:58:40 main:574] : INFO : Epoch 1888 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 2677.94 ms [2021-01-21 11:58:43 main:574] : INFO : Epoch 1889 | loss: 0.031193 | val_loss: 0.0311911 | Time: 2701.84 ms [2021-01-21 11:58:45 main:574] : INFO : Epoch 1890 | loss: 0.0311906 | val_loss: 0.0311913 | Time: 2651.98 ms [2021-01-21 11:58:48 main:574] : INFO : Epoch 1891 | loss: 0.0311909 | val_loss: 0.0311893 | Time: 2710.19 ms [2021-01-21 11:58:51 main:574] : INFO : Epoch 1892 | loss: 0.031192 | val_loss: 0.0311911 | Time: 2645.45 ms [2021-01-21 11:58:53 main:574] : INFO : Epoch 1893 | loss: 0.0311937 | val_loss: 0.0311902 | Time: 2694.63 ms [2021-01-21 11:58:56 main:574] : INFO : Epoch 1894 | loss: 0.0311928 | val_loss: 0.0311895 | Time: 2616 ms [2021-01-21 11:58:59 main:574] : INFO : Epoch 1895 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 2719.15 ms [2021-01-21 11:59:02 main:574] : INFO : Epoch 1896 | loss: 0.03119 | val_loss: 0.0311896 | Time: 2644.42 ms [2021-01-21 11:59:04 main:574] : INFO : Epoch 1897 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 2612.32 ms [2021-01-21 11:59:07 main:574] : INFO : Epoch 1898 | loss: 0.0311913 | val_loss: 0.0311907 | Time: 2627.33 ms [2021-01-21 11:59:10 main:574] : INFO : Epoch 1899 | loss: 0.0311916 | val_loss: 0.0311902 | Time: 2671.76 ms [2021-01-21 11:59:12 main:574] : INFO : Epoch 1900 | loss: 0.0311903 | val_loss: 0.0311879 | Time: 2684.64 ms [2021-01-21 11:59:15 main:574] : INFO : Epoch 1901 | loss: 0.0311906 | val_loss: 0.0311875 | Time: 2683.4 ms [2021-01-21 11:59:18 main:574] : INFO : Epoch 1902 | loss: 0.0311896 | val_loss: 0.0311883 | Time: 2733.2 ms [2021-01-21 11:59:20 main:574] : INFO : Epoch 1903 | loss: 0.0311889 | val_loss: 0.0311866 | Time: 2693.77 ms [2021-01-21 11:59:23 main:574] : INFO : Epoch 1904 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 2723.23 ms [2021-01-21 11:59:26 main:574] : INFO : Epoch 1905 | loss: 0.0311847 | val_loss: 0.0311833 | Time: 2694.38 ms [2021-01-21 11:59:29 main:574] : INFO : Epoch 1906 | loss: 0.0311832 | val_loss: 0.031183 | Time: 2674.43 ms [2021-01-21 11:59:31 main:574] : INFO : Epoch 1907 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 2614.35 ms [2021-01-21 11:59:34 main:574] : INFO : Epoch 1908 | loss: 0.0311826 | val_loss: 0.0311837 | Time: 2652.2 ms [2021-01-21 11:59:37 main:574] : INFO : Epoch 1909 | loss: 0.0311826 | val_loss: 0.0311828 | Time: 2717.65 ms [2021-01-21 11:59:40 main:574] : INFO : Epoch 1910 | loss: 0.0311808 | val_loss: 0.0311834 | Time: 2724.56 ms [2021-01-21 11:59:42 main:574] : INFO : Epoch 1911 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 2701.01 ms [2021-01-21 11:59:45 main:574] : INFO : Epoch 1912 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 2697.48 ms [2021-01-21 11:59:48 main:574] : INFO : Epoch 1913 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 2660.95 ms [2021-01-21 11:59:50 main:574] : INFO : Epoch 1914 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 2664.82 ms [2021-01-21 11:59:53 main:574] : INFO : Epoch 1915 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 2660.15 ms [2021-01-21 11:59:56 main:574] : INFO : Epoch 1916 | loss: 0.0311792 | val_loss: 0.0311837 | Time: 2668.65 ms [2021-01-21 11:59:59 main:574] : INFO : Epoch 1917 | loss: 0.0311812 | val_loss: 0.0311981 | Time: 2644.71 ms [2021-01-21 12:00:01 main:574] : INFO : Epoch 1918 | loss: 0.0311814 | val_loss: 0.0311809 | Time: 2683.74 ms [2021-01-21 12:00:04 main:574] : INFO : Epoch 1919 | loss: 0.0311781 | val_loss: 0.0311802 | Time: 2629.99 ms [2021-01-21 12:00:07 main:574] : INFO : Epoch 1920 | loss: 0.0311784 | val_loss: 0.0311786 | Time: 2656.48 ms [2021-01-21 12:00:09 main:574] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 2683.57 ms [2021-01-21 12:00:12 main:574] : INFO : Epoch 1922 | loss: 0.0311768 | val_loss: 0.0311794 | Time: 2627.44 ms [2021-01-21 12:00:15 main:574] : INFO : Epoch 1923 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 2717.98 ms [2021-01-21 12:00:17 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311833 | Time: 2615.07 ms [2021-01-21 12:00:20 main:574] : INFO : Epoch 1925 | loss: 0.0311792 | val_loss: 0.0311859 | Time: 2700.24 ms [2021-01-21 12:00:23 main:574] : INFO : Epoch 1926 | loss: 0.0311803 | val_loss: 0.0311867 | Time: 2707.66 ms [2021-01-21 12:00:26 main:574] : INFO : Epoch 1927 | loss: 0.031175 | val_loss: 0.0311832 | Time: 2662.14 ms [2021-01-21 12:00:28 main:574] : INFO : Epoch 1928 | loss: 0.0311731 | val_loss: 0.0311819 | Time: 2648.12 ms [2021-01-21 12:00:31 main:574] : INFO : Epoch 1929 | loss: 0.0311725 | val_loss: 0.031182 | Time: 2630.93 ms [2021-01-21 12:00:34 main:574] : INFO : Epoch 1930 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 2619.58 ms [2021-01-21 12:00:36 main:574] : INFO : Epoch 1931 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 2663.58 ms [2021-01-21 12:00:39 main:574] : INFO : Epoch 1932 | loss: 0.0311707 | val_loss: 0.0311819 | Time: 2663.51 ms [2021-01-21 12:00:42 main:574] : INFO : Epoch 1933 | loss: 0.0311696 | val_loss: 0.0311798 | Time: 2645.4 ms [2021-01-21 12:00:44 main:574] : INFO : Epoch 1934 | loss: 0.0311685 | val_loss: 0.0311809 | Time: 2668.67 ms [2021-01-21 12:00:47 main:574] : INFO : Epoch 1935 | loss: 0.0311693 | val_loss: 0.0311815 | Time: 2669.17 ms [2021-01-21 12:00:50 main:574] : INFO : Epoch 1936 | loss: 0.0311685 | val_loss: 0.0311828 | Time: 2643.07 ms [2021-01-21 12:00:52 main:574] : INFO : Epoch 1937 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 2709.6 ms [2021-01-21 12:00:55 main:574] : INFO : Epoch 1938 | loss: 0.031167 | val_loss: 0.0311783 | Time: 2675.04 ms [2021-01-21 12:00:58 main:574] : INFO : Epoch 1939 | loss: 0.0311683 | val_loss: 0.0311813 | Time: 2670.26 ms [2021-01-21 12:01:01 main:574] : INFO : Epoch 1940 | loss: 0.031169 | val_loss: 0.0311814 | Time: 2722.46 ms [2021-01-21 12:01:03 main:574] : INFO : Epoch 1941 | loss: 0.031168 | val_loss: 0.0311833 | Time: 2648.18 ms [2021-01-21 12:01:06 main:574] : INFO : Epoch 1942 | loss: 0.0311686 | val_loss: 0.031181 | Time: 2657.99 ms [2021-01-21 12:01:09 main:574] : INFO : Epoch 1943 | loss: 0.031168 | val_loss: 0.0311798 | Time: 2650.89 ms [2021-01-21 12:01:11 main:574] : INFO : Epoch 1944 | loss: 0.0311667 | val_loss: 0.031181 | Time: 2665.7 ms [2021-01-21 12:01:14 main:574] : INFO : Epoch 1945 | loss: 0.0311653 | val_loss: 0.0311811 | Time: 2716.47 ms [2021-01-21 12:01:17 main:574] : INFO : Epoch 1946 | loss: 0.0311679 | val_loss: 0.031185 | Time: 2639.97 ms [2021-01-21 12:01:20 main:574] : INFO : Epoch 1947 | loss: 0.0311691 | val_loss: 0.0311812 | Time: 2650.41 ms [2021-01-21 12:01:22 main:574] : INFO : Epoch 1948 | loss: 0.031166 | val_loss: 0.0311791 | Time: 2724.99 ms [2021-01-21 12:01:25 main:574] : INFO : Epoch 1949 | loss: 0.0311663 | val_loss: 0.0311787 | Time: 2697.86 ms [2021-01-21 12:01:28 main:574] : INFO : Epoch 1950 | loss: 0.0311645 | val_loss: 0.03118 | Time: 2699.41 ms [2021-01-21 12:01:31 main:574] : INFO : Epoch 1951 | loss: 0.0311643 | val_loss: 0.0311811 | Time: 2716.46 ms [2021-01-21 12:01:33 main:574] : INFO : Epoch 1952 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 2753.06 ms [2021-01-21 12:01:36 main:574] : INFO : Epoch 1953 | loss: 0.031166 | val_loss: 0.0311814 | Time: 2627.2 ms [2021-01-21 12:01:39 main:574] : INFO : Epoch 1954 | loss: 0.0311664 | val_loss: 0.0311819 | Time: 2626.43 ms [2021-01-21 12:01:41 main:574] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311813 | Time: 2706.55 ms [2021-01-21 12:01:44 main:574] : INFO : Epoch 1956 | loss: 0.0311662 | val_loss: 0.0311822 | Time: 2646.6 ms [2021-01-21 12:01:47 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.03118 | Time: 2633.43 ms [2021-01-21 12:01:49 main:574] : INFO : Epoch 1958 | loss: 0.0311644 | val_loss: 0.0311822 | Time: 2619.96 ms [2021-01-21 12:01:52 main:574] : INFO : Epoch 1959 | loss: 0.0311663 | val_loss: 0.0311817 | Time: 2648.75 ms [2021-01-21 12:01:55 main:574] : INFO : Epoch 1960 | loss: 0.0311639 | val_loss: 0.0311787 | Time: 2632.32 ms [2021-01-21 12:01:57 main:574] : INFO : Epoch 1961 | loss: 0.0311642 | val_loss: 0.0311807 | Time: 2624.18 ms [2021-01-21 12:02:00 main:574] : INFO : Epoch 1962 | loss: 0.0311627 | val_loss: 0.031179 | Time: 2621.19 ms [2021-01-21 12:02:03 main:574] : INFO : Epoch 1963 | loss: 0.0311634 | val_loss: 0.0311788 | Time: 2626.25 ms [2021-01-21 12:02:06 main:574] : INFO : Epoch 1964 | loss: 0.0311619 | val_loss: 0.031181 | Time: 2677.46 ms [2021-01-21 12:02:08 main:574] : INFO : Epoch 1965 | loss: 0.0311637 | val_loss: 0.0311818 | Time: 2729.87 ms [2021-01-21 12:02:11 main:574] : INFO : Epoch 1966 | loss: 0.031163 | val_loss: 0.0311807 | Time: 2645.02 ms [2021-01-21 12:02:14 main:574] : INFO : Epoch 1967 | loss: 0.0311623 | val_loss: 0.031181 | Time: 2792.82 ms [2021-01-21 12:02:17 main:574] : INFO : Epoch 1968 | loss: 0.0311628 | val_loss: 0.0311808 | Time: 2843.06 ms [2021-01-21 12:02:19 main:574] : INFO : Epoch 1969 | loss: 0.0311623 | val_loss: 0.0311783 | Time: 2684.62 ms [2021-01-21 12:02:22 main:574] : INFO : Epoch 1970 | loss: 0.031163 | val_loss: 0.031182 | Time: 2688.46 ms [2021-01-21 12:02:25 main:574] : INFO : Epoch 1971 | loss: 0.031163 | val_loss: 0.0311812 | Time: 2668.14 ms [2021-01-21 12:02:28 main:574] : INFO : Epoch 1972 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2671.05 ms [2021-01-21 12:02:30 main:574] : INFO : Epoch 1973 | loss: 0.0311625 | val_loss: 0.0311821 | Time: 2617.35 ms [2021-01-21 12:02:33 main:574] : INFO : Epoch 1974 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2670.61 ms [2021-01-21 12:02:36 main:574] : INFO : Epoch 1975 | loss: 0.0311626 | val_loss: 0.0311823 | Time: 2678.82 ms [2021-01-21 12:02:38 main:574] : INFO : Epoch 1976 | loss: 0.0311624 | val_loss: 0.0311827 | Time: 2690.34 ms [2021-01-21 12:02:41 main:574] : INFO : Epoch 1977 | loss: 0.0311614 | val_loss: 0.0311799 | Time: 2738.96 ms [2021-01-21 12:02:44 main:574] : INFO : Epoch 1978 | loss: 0.0311615 | val_loss: 0.0311804 | Time: 2698.08 ms [2021-01-21 12:02:47 main:574] : INFO : Epoch 1979 | loss: 0.0311616 | val_loss: 0.0311811 | Time: 2654.67 ms [2021-01-21 12:02:49 main:574] : INFO : Epoch 1980 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 2668.51 ms [2021-01-21 12:02:52 main:574] : INFO : Epoch 1981 | loss: 0.031163 | val_loss: 0.0311814 | Time: 2635.46 ms [2021-01-21 12:02:55 main:574] : INFO : Epoch 1982 | loss: 0.0311629 | val_loss: 0.03118 | Time: 2709.95 ms [2021-01-21 12:02:57 main:574] : INFO : Epoch 1983 | loss: 0.0311632 | val_loss: 0.0311846 | Time: 2712.23 ms [2021-01-21 12:03:00 main:574] : INFO : Epoch 1984 | loss: 0.0311629 | val_loss: 0.0311816 | Time: 2666.46 ms [2021-01-21 12:03:03 main:574] : INFO : Epoch 1985 | loss: 0.0311627 | val_loss: 0.0311825 | Time: 2753.45 ms [2021-01-21 12:03:06 main:574] : INFO : Epoch 1986 | loss: 0.031163 | val_loss: 0.0311815 | Time: 2731.24 ms [2021-01-21 12:03:08 main:574] : INFO : Epoch 1987 | loss: 0.0311616 | val_loss: 0.0311816 | Time: 2658.42 ms [2021-01-21 12:03:11 main:574] : INFO : Epoch 1988 | loss: 0.0311619 | val_loss: 0.0311802 | Time: 2616.81 ms [2021-01-21 12:03:14 main:574] : INFO : Epoch 1989 | loss: 0.0311614 | val_loss: 0.0311822 | Time: 2706.92 ms [2021-01-21 12:03:17 main:574] : INFO : Epoch 1990 | loss: 0.031163 | val_loss: 0.0311825 | Time: 2677.23 ms [2021-01-21 12:03:19 main:574] : INFO : Epoch 1991 | loss: 0.0311618 | val_loss: 0.0311803 | Time: 2680.14 ms [2021-01-21 12:03:22 main:574] : INFO : Epoch 1992 | loss: 0.031162 | val_loss: 0.0311785 | Time: 2723.3 ms [2021-01-21 12:03:25 main:574] : INFO : Epoch 1993 | loss: 0.0311622 | val_loss: 0.03118 | Time: 2635.49 ms [2021-01-21 12:03:27 main:574] : INFO : Epoch 1994 | loss: 0.031162 | val_loss: 0.0311842 | Time: 2646.52 ms [2021-01-21 12:03:30 main:574] : INFO : Epoch 1995 | loss: 0.0311626 | val_loss: 0.0311786 | Time: 2679.49 ms [2021-01-21 12:03:33 main:574] : INFO : Epoch 1996 | loss: 0.0311643 | val_loss: 0.0311799 | Time: 2724.82 ms [2021-01-21 12:03:36 main:574] : INFO : Epoch 1997 | loss: 0.0311631 | val_loss: 0.0311795 | Time: 2712.41 ms [2021-01-21 12:03:38 main:574] : INFO : Epoch 1998 | loss: 0.0311639 | val_loss: 0.0311821 | Time: 2661.47 ms [2021-01-21 12:03:41 main:574] : INFO : Epoch 1999 | loss: 0.0311616 | val_loss: 0.0311801 | Time: 2655.37 ms [2021-01-21 12:03:44 main:574] : INFO : Epoch 2000 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 2690.47 ms [2021-01-21 12:03:46 main:574] : INFO : Epoch 2001 | loss: 0.0311595 | val_loss: 0.0311812 | Time: 2658.72 ms [2021-01-21 12:03:49 main:574] : INFO : Epoch 2002 | loss: 0.0311597 | val_loss: 0.031178 | Time: 2742.73 ms [2021-01-21 12:03:52 main:574] : INFO : Epoch 2003 | loss: 0.0311603 | val_loss: 0.031182 | Time: 2649.7 ms [2021-01-21 12:03:55 main:574] : INFO : Epoch 2004 | loss: 0.0311611 | val_loss: 0.0311805 | Time: 2617.06 ms [2021-01-21 12:03:57 main:574] : INFO : Epoch 2005 | loss: 0.0311611 | val_loss: 0.031178 | Time: 2664.38 ms [2021-01-21 12:04:00 main:574] : INFO : Epoch 2006 | loss: 0.0311615 | val_loss: 0.0311784 | Time: 2624.97 ms [2021-01-21 12:04:03 main:574] : INFO : Epoch 2007 | loss: 0.0311625 | val_loss: 0.0311814 | Time: 2654.99 ms [2021-01-21 12:04:05 main:574] : INFO : Epoch 2008 | loss: 0.0311623 | val_loss: 0.0311797 | Time: 2674 ms [2021-01-21 12:04:08 main:574] : INFO : Epoch 2009 | loss: 0.0311611 | val_loss: 0.0311795 | Time: 2630.22 ms [2021-01-21 12:04:11 main:574] : INFO : Epoch 2010 | loss: 0.0311608 | val_loss: 0.031179 | Time: 2679.44 ms [2021-01-21 12:04:14 main:574] : INFO : Epoch 2011 | loss: 0.031162 | val_loss: 0.0311834 | Time: 2706.88 ms [2021-01-21 12:04:16 main:574] : INFO : Epoch 2012 | loss: 0.0311609 | val_loss: 0.0311781 | Time: 2627.19 ms [2021-01-21 12:04:19 main:574] : INFO : Epoch 2013 | loss: 0.0311638 | val_loss: 0.0311787 | Time: 2762.64 ms [2021-01-21 12:04:22 main:574] : INFO : Epoch 2014 | loss: 0.0311643 | val_loss: 0.0311786 | Time: 2745.32 ms [2021-01-21 12:04:25 main:574] : INFO : Epoch 2015 | loss: 0.0311622 | val_loss: 0.031181 | Time: 2679.67 ms [2021-01-21 12:04:27 main:574] : INFO : Epoch 2016 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 2730.44 ms [2021-01-21 12:04:30 main:574] : INFO : Epoch 2017 | loss: 0.0311605 | val_loss: 0.0311808 | Time: 2661.93 ms [2021-01-21 12:04:33 main:574] : INFO : Epoch 2018 | loss: 0.0311614 | val_loss: 0.0311818 | Time: 2713.55 ms [2021-01-21 12:04:35 main:574] : INFO : Epoch 2019 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 2644.32 ms [2021-01-21 12:04:38 main:574] : INFO : Epoch 2020 | loss: 0.0311616 | val_loss: 0.0311793 | Time: 2694.08 ms [2021-01-21 12:04:41 main:574] : INFO : Epoch 2021 | loss: 0.0311695 | val_loss: 0.0311827 | Time: 2638.63 ms [2021-01-21 12:04:44 main:574] : INFO : Epoch 2022 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 2650.68 ms [2021-01-21 12:04:46 main:574] : INFO : Epoch 2023 | loss: 0.031166 | val_loss: 0.0311781 | Time: 2711.49 ms [2021-01-21 12:04:49 main:574] : INFO : Epoch 2024 | loss: 0.0311631 | val_loss: 0.0311806 | Time: 2641.46 ms [2021-01-21 12:04:52 main:574] : INFO : Epoch 2025 | loss: 0.0311629 | val_loss: 0.0311771 | Time: 2632.32 ms [2021-01-21 12:04:54 main:574] : INFO : Epoch 2026 | loss: 0.0311623 | val_loss: 0.0311789 | Time: 2711.58 ms [2021-01-21 12:04:57 main:574] : INFO : Epoch 2027 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 2653.82 ms [2021-01-21 12:05:00 main:574] : INFO : Epoch 2028 | loss: 0.0311627 | val_loss: 0.0311776 | Time: 2725.84 ms [2021-01-21 12:05:03 main:574] : INFO : Epoch 2029 | loss: 0.031162 | val_loss: 0.0311805 | Time: 2782.2 ms [2021-01-21 12:05:05 main:574] : INFO : Epoch 2030 | loss: 0.0311625 | val_loss: 0.0311794 | Time: 2681.09 ms [2021-01-21 12:05:08 main:574] : INFO : Epoch 2031 | loss: 0.0311611 | val_loss: 0.0311804 | Time: 2699.87 ms [2021-01-21 12:05:11 main:574] : INFO : Epoch 2032 | loss: 0.0311606 | val_loss: 0.0311829 | Time: 2650.82 ms [2021-01-21 12:05:14 main:574] : INFO : Epoch 2033 | loss: 0.0311603 | val_loss: 0.0311781 | Time: 2691.63 ms [2021-01-21 12:05:16 main:574] : INFO : Epoch 2034 | loss: 0.0311618 | val_loss: 0.0311776 | Time: 2637.07 ms [2021-01-21 12:05:19 main:574] : INFO : Epoch 2035 | loss: 0.0311608 | val_loss: 0.0311812 | Time: 2715.13 ms [2021-01-21 12:05:22 main:574] : INFO : Epoch 2036 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 2674.25 ms [2021-01-21 12:05:25 main:574] : INFO : Epoch 2037 | loss: 0.0311606 | val_loss: 0.03118 | Time: 2764.25 ms [2021-01-21 12:05:27 main:574] : INFO : Epoch 2038 | loss: 0.0311631 | val_loss: 0.0311804 | Time: 2658.18 ms [2021-01-21 12:05:30 main:574] : INFO : Epoch 2039 | loss: 0.0311625 | val_loss: 0.0311811 | Time: 2630.96 ms [2021-01-21 12:05:33 main:574] : INFO : Epoch 2040 | loss: 0.0311621 | val_loss: 0.0311793 | Time: 2646.35 ms [2021-01-21 12:05:35 main:574] : INFO : Epoch 2041 | loss: 0.0311607 | val_loss: 0.0311794 | Time: 2728.6 ms [2021-01-21 12:05:38 main:574] : INFO : Epoch 2042 | loss: 0.0311613 | val_loss: 0.0311818 | Time: 2642.45 ms [2021-01-21 12:05:41 main:574] : INFO : Epoch 2043 | loss: 0.0311626 | val_loss: 0.0311793 | Time: 2665.92 ms [2021-01-21 12:05:44 main:574] : INFO : Epoch 2044 | loss: 0.0311624 | val_loss: 0.0311842 | Time: 2671.07 ms [2021-01-21 12:05:46 main:574] : INFO : Epoch 2045 | loss: 0.0311607 | val_loss: 0.0311782 | Time: 2737.8 ms [2021-01-21 12:05:49 main:574] : INFO : Epoch 2046 | loss: 0.031159 | val_loss: 0.0311803 | Time: 2730.81 ms [2021-01-21 12:05:52 main:574] : INFO : Epoch 2047 | loss: 0.0311605 | val_loss: 0.0311784 | Time: 2642 ms [2021-01-21 12:05:54 main:574] : INFO : Epoch 2048 | loss: 0.0311602 | val_loss: 0.0311859 | Time: 2703.82 ms [2021-01-21 12:05:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311859 [2021-01-21 12:05:55 main:603] : INFO : Saving end state to config to file [2021-01-21 12:05:55 main:608] : INFO : Success, exiting.. 12:05:55 (8768): 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)