Task 3736845
| Name | ParityModified-1611091352-32098-0_0 |
| Workunit | 1919296 |
| Created | 19 Jan 2021, 21:22:34 UTC |
| Sent | 22 Jan 2021, 5:41:14 UTC |
| Report deadline | 30 Jan 2021, 5:41:14 UTC |
| Received | 22 Jan 2021, 8:26:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 34 min 21 sec |
| CPU time | 1 hours 18 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309754 | val_loss: 0.0313124 | Time: 2607.55 ms
[2021-01-21 23:03:42 main:574] : INFO : Epoch 1543 | loss: 0.0309773 | val_loss: 0.0313347 | Time: 2662.49 ms
[2021-01-21 23:03:45 main:574] : INFO : Epoch 1544 | loss: 0.0309755 | val_loss: 0.0313308 | Time: 2634.84 ms
[2021-01-21 23:03:48 main:574] : INFO : Epoch 1545 | loss: 0.0309936 | val_loss: 0.0313451 | Time: 2624.38 ms
[2021-01-21 23:03:55 main:574] : INFO : Epoch 1546 | loss: 0.0309877 | val_loss: 0.0313048 | Time: 7848.79 ms
[2021-01-21 23:03:58 main:574] : INFO : Epoch 1547 | loss: 0.0309801 | val_loss: 0.031292 | Time: 2611.8 ms
[2021-01-21 23:04:01 main:574] : INFO : Epoch 1548 | loss: 0.03099 | val_loss: 0.0312854 | Time: 2690.71 ms
[2021-01-21 23:04:04 main:574] : INFO : Epoch 1549 | loss: 0.0309934 | val_loss: 0.0313132 | Time: 2668.54 ms
[2021-01-21 23:04:06 main:574] : INFO : Epoch 1550 | loss: 0.0309804 | val_loss: 0.0313637 | Time: 2755.19 ms
[2021-01-21 23:04:09 main:574] : INFO : Epoch 1551 | loss: 0.0309752 | val_loss: 0.0313385 | Time: 2698.59 ms
[2021-01-21 23:04:12 main:574] : INFO : Epoch 1552 | loss: 0.0309821 | val_loss: 0.0313255 | Time: 2627.75 ms
[2021-01-21 23:04:14 main:574] : INFO : Epoch 1553 | loss: 0.0309892 | val_loss: 0.0313154 | Time: 2544.01 ms
[2021-01-21 23:04:17 main:574] : INFO : Epoch 1554 | loss: 0.0309865 | val_loss: 0.0313409 | Time: 2746.25 ms
[2021-01-21 23:04:20 main:574] : INFO : Epoch 1555 | loss: 0.0309832 | val_loss: 0.0313445 | Time: 2720.26 ms
[2021-01-21 23:04:23 main:574] : INFO : Epoch 1556 | loss: 0.0309913 | val_loss: 0.0312911 | Time: 2560.63 ms
[2021-01-21 23:04:25 main:574] : INFO : Epoch 1557 | loss: 0.0309884 | val_loss: 0.0313237 | Time: 2502.11 ms
[2021-01-21 23:04:28 main:574] : INFO : Epoch 1558 | loss: 0.0309807 | val_loss: 0.0313294 | Time: 2547.05 ms
[2021-01-21 23:04:31 main:574] : INFO : Epoch 1559 | loss: 0.0309745 | val_loss: 0.0313464 | Time: 2654.8 ms
[2021-01-21 23:04:33 main:574] : INFO : Epoch 1560 | loss: 0.0309748 | val_loss: 0.0312967 | Time: 2571.71 ms
[2021-01-21 23:04:36 main:574] : INFO : Epoch 1561 | loss: 0.0309776 | val_loss: 0.0313298 | Time: 2525.91 ms
[2021-01-21 23:04:39 main:574] : INFO : Epoch 1562 | loss: 0.0309779 | val_loss: 0.0312926 | Time: 2577.79 ms
[2021-01-21 23:04:41 main:574] : INFO : Epoch 1563 | loss: 0.0309816 | val_loss: 0.031319 | Time: 2657.72 ms
[2021-01-21 23:04:44 main:574] : INFO : Epoch 1564 | loss: 0.0309698 | val_loss: 0.0313446 | Time: 2580.57 ms
[2021-01-21 23:04:47 main:574] : INFO : Epoch 1565 | loss: 0.0309714 | val_loss: 0.0313092 | Time: 2694.31 ms
[2021-01-21 23:04:49 main:574] : INFO : Epoch 1566 | loss: 0.0309789 | val_loss: 0.0313811 | Time: 2650.99 ms
[2021-01-21 23:04:52 main:574] : INFO : Epoch 1567 | loss: 0.0309836 | val_loss: 0.0313488 | Time: 2645.22 ms
[2021-01-21 23:04:55 main:574] : INFO : Epoch 1568 | loss: 0.0309871 | val_loss: 0.031311 | Time: 2635.62 ms
[2021-01-21 23:04:57 main:574] : INFO : Epoch 1569 | loss: 0.0309775 | val_loss: 0.0313446 | Time: 2640.76 ms
[2021-01-21 23:05:00 main:574] : INFO : Epoch 1570 | loss: 0.0309807 | val_loss: 0.0313434 | Time: 2725.83 ms
[2021-01-21 23:05:03 main:574] : INFO : Epoch 1571 | loss: 0.0309812 | val_loss: 0.0313281 | Time: 2500.69 ms
[2021-01-21 23:05:06 main:574] : INFO : Epoch 1572 | loss: 0.0310008 | val_loss: 0.0313382 | Time: 2760.43 ms
[2021-01-21 23:05:08 main:574] : INFO : Epoch 1573 | loss: 0.0309829 | val_loss: 0.0313168 | Time: 2765.58 ms
[2021-01-21 23:05:11 main:574] : INFO : Epoch 1574 | loss: 0.0309693 | val_loss: 0.0313344 | Time: 2736.6 ms
[2021-01-21 23:05:14 main:574] : INFO : Epoch 1575 | loss: 0.0309709 | val_loss: 0.0313275 | Time: 2657.65 ms
[2021-01-21 23:05:17 main:574] : INFO : Epoch 1576 | loss: 0.0309806 | val_loss: 0.0313232 | Time: 2690.56 ms
[2021-01-21 23:05:19 main:574] : INFO : Epoch 1577 | loss: 0.0309863 | val_loss: 0.0313253 | Time: 2495.11 ms
[2021-01-21 23:05:22 main:574] : INFO : Epoch 1578 | loss: 0.0309773 | val_loss: 0.0312765 | Time: 2661.45 ms
[2021-01-21 23:05:24 main:574] : INFO : Epoch 1579 | loss: 0.0309786 | val_loss: 0.0313414 | Time: 2511.17 ms
[2021-01-21 23:05:27 main:574] : INFO : Epoch 1580 | loss: 0.0309896 | val_loss: 0.0313053 | Time: 2683.62 ms
[2021-01-21 23:05:30 main:574] : INFO : Epoch 1581 | loss: 0.0309795 | val_loss: 0.0313271 | Time: 2624.25 ms
[2021-01-21 23:05:33 main:574] : INFO : Epoch 1582 | loss: 0.0309771 | val_loss: 0.0313342 | Time: 2581.33 ms
[2021-01-21 23:05:36 main:574] : INFO : Epoch 1583 | loss: 0.0309784 | val_loss: 0.0313189 | Time: 2655.74 ms
[2021-01-21 23:05:39 main:574] : INFO : Epoch 1584 | loss: 0.0309773 | val_loss: 0.0313199 | Time: 2621.5 ms
[2021-01-21 23:05:41 main:574] : INFO : Epoch 1585 | loss: 0.0309766 | val_loss: 0.0313134 | Time: 2589.02 ms
[2021-01-21 23:05:44 main:574] : INFO : Epoch 1586 | loss: 0.0309718 | val_loss: 0.0313015 | Time: 2558.88 ms
[2021-01-21 23:05:46 main:574] : INFO : Epoch 1587 | loss: 0.0309874 | val_loss: 0.0313247 | Time: 2562.96 ms
[2021-01-21 23:05:49 main:574] : INFO : Epoch 1588 | loss: 0.0309808 | val_loss: 0.0313004 | Time: 2651.56 ms
[2021-01-21 23:05:52 main:574] : INFO : Epoch 1589 | loss: 0.0309766 | val_loss: 0.031304 | Time: 2683.83 ms
[2021-01-21 23:05:55 main:574] : INFO : Epoch 1590 | loss: 0.0310078 | val_loss: 0.0313445 | Time: 2679.04 ms
[2021-01-21 23:05:57 main:574] : INFO : Epoch 1591 | loss: 0.0309858 | val_loss: 0.0313031 | Time: 2649.23 ms
[2021-01-21 23:06:00 main:574] : INFO : Epoch 1592 | loss: 0.0309774 | val_loss: 0.0312792 | Time: 2648.67 ms
[2021-01-21 23:06:03 main:574] : INFO : Epoch 1593 | loss: 0.0309782 | val_loss: 0.0313535 | Time: 2476.22 ms
[2021-01-21 23:06:05 main:574] : INFO : Epoch 1594 | loss: 0.0309711 | val_loss: 0.0313188 | Time: 2778.36 ms
[2021-01-21 23:06:08 main:574] : INFO : Epoch 1595 | loss: 0.0309713 | val_loss: 0.0313696 | Time: 2702.14 ms
[2021-01-21 23:06:11 main:574] : INFO : Epoch 1596 | loss: 0.0309791 | val_loss: 0.0313117 | Time: 2582.88 ms
[2021-01-21 23:06:14 main:574] : INFO : Epoch 1597 | loss: 0.0309742 | val_loss: 0.031298 | Time: 2706.18 ms
[2021-01-21 23:06:16 main:574] : INFO : Epoch 1598 | loss: 0.0309863 | val_loss: 0.0313566 | Time: 2636.97 ms
[2021-01-21 23:06:19 main:574] : INFO : Epoch 1599 | loss: 0.0309854 | val_loss: 0.0313549 | Time: 2596.99 ms
[2021-01-21 23:06:22 main:574] : INFO : Epoch 1600 | loss: 0.0309845 | val_loss: 0.031307 | Time: 2717.47 ms
[2021-01-21 23:06:24 main:574] : INFO : Epoch 1601 | loss: 0.0309708 | val_loss: 0.0313281 | Time: 2704.42 ms
[2021-01-21 23:06:27 main:574] : INFO : Epoch 1602 | loss: 0.0309711 | val_loss: 0.0313198 | Time: 2614.72 ms
[2021-01-21 23:06:30 main:574] : INFO : Epoch 1603 | loss: 0.0309777 | val_loss: 0.031309 | Time: 2680.41 ms
[2021-01-21 23:06:33 main:574] : INFO : Epoch 1604 | loss: 0.0309723 | val_loss: 0.031355 | Time: 2646.4 ms
[2021-01-21 23:06:35 main:574] : INFO : Epoch 1605 | loss: 0.0309913 | val_loss: 0.0313245 | Time: 2573.99 ms
[2021-01-21 23:06:38 main:574] : INFO : Epoch 1606 | loss: 0.0309921 | val_loss: 0.0313223 | Time: 2590.32 ms
[2021-01-21 23:06:40 main:574] : INFO : Epoch 1607 | loss: 0.030979 | val_loss: 0.0313207 | Time: 2638.53 ms
[2021-01-21 23:06:43 main:574] : INFO : Epoch 1608 | loss: 0.0309734 | val_loss: 0.0313085 | Time: 2745.36 ms
[2021-01-21 23:06:46 main:574] : INFO : Epoch 1609 | loss: 0.0309819 | val_loss: 0.0313123 | Time: 2723.31 ms
[2021-01-21 23:06:49 main:574] : INFO : Epoch 1610 | loss: 0.0309802 | val_loss: 0.0312839 | Time: 2635.35 ms
[2021-01-21 23:06:51 main:574] : INFO : Epoch 1611 | loss: 0.0309734 | val_loss: 0.0313491 | Time: 2603.29 ms
[2021-01-21 23:06:54 main:574] : INFO : Epoch 1612 | loss: 0.0309777 | val_loss: 0.0312974 | Time: 2598.79 ms
[2021-01-21 23:06:57 main:574] : INFO : Epoch 1613 | loss: 0.0309785 | val_loss: 0.0313594 | Time: 2617.2 ms
[2021-01-21 23:06:59 main:574] : INFO : Epoch 1614 | loss: 0.0309789 | val_loss: 0.0313148 | Time: 2670.94 ms
[2021-01-21 23:07:02 main:574] : INFO : Epoch 1615 | loss: 0.0309787 | val_loss: 0.031309 | Time: 2680.1 ms
[2021-01-21 23:07:05 main:574] : INFO : Epoch 1616 | loss: 0.0309752 | val_loss: 0.031335 | Time: 2650.52 ms
[2021-01-21 23:07:08 main:574] : INFO : Epoch 1617 | loss: 0.030973 | val_loss: 0.0313193 | Time: 2624.54 ms
[2021-01-21 23:07:10 main:574] : INFO : Epoch 1618 | loss: 0.0309716 | val_loss: 0.0313188 | Time: 2599.13 ms
[2021-01-21 23:07:13 main:574] : INFO : Epoch 1619 | loss: 0.0309777 | val_loss: 0.0313369 | Time: 2675.63 ms
[2021-01-21 23:07:16 main:574] : INFO : Epoch 1620 | loss: 0.0309695 | val_loss: 0.0312978 | Time: 2790.96 ms
[2021-01-21 23:07:19 main:574] : INFO : Epoch 1621 | loss: 0.030972 | val_loss: 0.0313396 | Time: 2650.38 ms
[2021-01-21 23:07:22 main:574] : INFO : Epoch 1622 | loss: 0.0309689 | val_loss: 0.0313142 | Time: 2757.29 ms
[2021-01-21 23:07:24 main:574] : INFO : Epoch 1623 | loss: 0.0309705 | val_loss: 0.0313455 | Time: 2659.45 ms
[2021-01-21 23:07:27 main:574] : INFO : Epoch 1624 | loss: 0.0309768 | val_loss: 0.0313546 | Time: 2631.09 ms
[2021-01-21 23:07:30 main:574] : INFO : Epoch 1625 | loss: 0.0309864 | val_loss: 0.0312987 | Time: 2653.55 ms
[2021-01-21 23:07:33 main:574] : INFO : Epoch 1626 | loss: 0.0309931 | val_loss: 0.031298 | Time: 2658.44 ms
[2021-01-21 23:07:35 main:574] : INFO : Epoch 1627 | loss: 0.0309862 | val_loss: 0.0313208 | Time: 2556.7 ms
[2021-01-21 23:07:38 main:574] : INFO : Epoch 1628 | loss: 0.0309865 | val_loss: 0.0313155 | Time: 2585.97 ms
[2021-01-21 23:07:40 main:574] : INFO : Epoch 1629 | loss: 0.0309746 | val_loss: 0.0313129 | Time: 2651.86 ms
[2021-01-21 23:07:43 main:574] : INFO : Epoch 1630 | loss: 0.0309757 | val_loss: 0.0312887 | Time: 2631.13 ms
[2021-01-21 23:07:46 main:574] : INFO : Epoch 1631 | loss: 0.0309905 | val_loss: 0.0312911 | Time: 2673.45 ms
[2021-01-21 23:07:49 main:574] : INFO : Epoch 1632 | loss: 0.0309921 | val_loss: 0.0313338 | Time: 2664.07 ms
[2021-01-21 23:07:51 main:574] : INFO : Epoch 1633 | loss: 0.0309733 | val_loss: 0.0313197 | Time: 2641.5 ms
[2021-01-21 23:07:54 main:574] : INFO : Epoch 1634 | loss: 0.0309677 | val_loss: 0.0313085 | Time: 2686.29 ms
[2021-01-21 23:07:57 main:574] : INFO : Epoch 1635 | loss: 0.030973 | val_loss: 0.031326 | Time: 2641.43 ms
[2021-01-21 23:07:59 main:574] : INFO : Epoch 1636 | loss: 0.0309731 | val_loss: 0.0313182 | Time: 2484.4 ms
[2021-01-21 23:08:02 main:574] : INFO : Epoch 1637 | loss: 0.0310031 | val_loss: 0.0312687 | Time: 2525.03 ms
[2021-01-21 23:08:05 main:574] : INFO : Epoch 1638 | loss: 0.0309895 | val_loss: 0.0313285 | Time: 2664.74 ms
[2021-01-21 23:08:07 main:574] : INFO : Epoch 1639 | loss: 0.0309805 | val_loss: 0.0313304 | Time: 2604.88 ms
[2021-01-21 23:08:10 main:574] : INFO : Epoch 1640 | loss: 0.0309825 | val_loss: 0.0313587 | Time: 2720.27 ms
[2021-01-21 23:08:13 main:574] : INFO : Epoch 1641 | loss: 0.0309754 | val_loss: 0.0312905 | Time: 2594.02 ms
[2021-01-21 23:08:16 main:574] : INFO : Epoch 1642 | loss: 0.0310174 | val_loss: 0.0312761 | Time: 2669.81 ms
[2021-01-21 23:08:18 main:574] : INFO : Epoch 1643 | loss: 0.03102 | val_loss: 0.0313246 | Time: 2624.11 ms
[2021-01-21 23:08:21 main:574] : INFO : Epoch 1644 | loss: 0.0309836 | val_loss: 0.0313519 | Time: 2787.38 ms
[2021-01-21 23:08:24 main:574] : INFO : Epoch 1645 | loss: 0.0309768 | val_loss: 0.0312856 | Time: 2644.43 ms
[2021-01-21 23:08:26 main:574] : INFO : Epoch 1646 | loss: 0.0309799 | val_loss: 0.031285 | Time: 2621.77 ms
[2021-01-21 23:08:29 main:574] : INFO : Epoch 1647 | loss: 0.0309769 | val_loss: 0.0312971 | Time: 2712.16 ms
[2021-01-21 23:08:32 main:574] : INFO : Epoch 1648 | loss: 0.0309739 | val_loss: 0.0313249 | Time: 2737.8 ms
[2021-01-21 23:08:35 main:574] : INFO : Epoch 1649 | loss: 0.0309711 | val_loss: 0.0313189 | Time: 2622.13 ms
[2021-01-21 23:08:37 main:574] : INFO : Epoch 1650 | loss: 0.030973 | val_loss: 0.0313395 | Time: 2587.26 ms
[2021-01-21 23:08:40 main:574] : INFO : Epoch 1651 | loss: 0.0309706 | val_loss: 0.0313236 | Time: 2620.18 ms
[2021-01-21 23:08:43 main:574] : INFO : Epoch 1652 | loss: 0.0309766 | val_loss: 0.031353 | Time: 2711.11 ms
[2021-01-21 23:08:45 main:574] : INFO : Epoch 1653 | loss: 0.0309822 | val_loss: 0.0313556 | Time: 2730.02 ms
[2021-01-21 23:08:48 main:574] : INFO : Epoch 1654 | loss: 0.0309727 | val_loss: 0.0313363 | Time: 2584.3 ms
[2021-01-21 23:08:51 main:574] : INFO : Epoch 1655 | loss: 0.0309754 | val_loss: 0.0313459 | Time: 2677.34 ms
[2021-01-21 23:08:53 main:574] : INFO : Epoch 1656 | loss: 0.0309834 | val_loss: 0.0312868 | Time: 2614.09 ms
[2021-01-21 23:08:56 main:574] : INFO : Epoch 1657 | loss: 0.0309855 | val_loss: 0.0313083 | Time: 2625.78 ms
[2021-01-21 23:08:59 main:574] : INFO : Epoch 1658 | loss: 0.0309766 | val_loss: 0.0313177 | Time: 2661.85 ms
[2021-01-21 23:09:02 main:574] : INFO : Epoch 1659 | loss: 0.0309836 | val_loss: 0.0313631 | Time: 2601.5 ms
[2021-01-21 23:09:04 main:574] : INFO : Epoch 1660 | loss: 0.0309863 | val_loss: 0.031302 | Time: 2521.59 ms
[2021-01-21 23:09:07 main:574] : INFO : Epoch 1661 | loss: 0.0309764 | val_loss: 0.0313373 | Time: 2717.32 ms
[2021-01-21 23:09:10 main:574] : INFO : Epoch 1662 | loss: 0.0309749 | val_loss: 0.0313129 | Time: 2547.24 ms
[2021-01-21 23:09:12 main:574] : INFO : Epoch 1663 | loss: 0.0309778 | val_loss: 0.0313288 | Time: 2598.28 ms
[2021-01-21 23:09:15 main:574] : INFO : Epoch 1664 | loss: 0.0309786 | val_loss: 0.0313217 | Time: 2552.8 ms
[2021-01-21 23:09:18 main:574] : INFO : Epoch 1665 | loss: 0.0309768 | val_loss: 0.0313199 | Time: 2595.93 ms
[2021-01-21 23:09:20 main:574] : INFO : Epoch 1666 | loss: 0.0309776 | val_loss: 0.0312638 | Time: 2668.25 ms
[2021-01-21 23:09:23 main:574] : INFO : Epoch 1667 | loss: 0.0309866 | val_loss: 0.0313112 | Time: 2713.68 ms
[2021-01-21 23:09:26 main:574] : INFO : Epoch 1668 | loss: 0.0309758 | val_loss: 0.031315 | Time: 2658.44 ms
[2021-01-21 23:09:29 main:574] : INFO : Epoch 1669 | loss: 0.0309724 | val_loss: 0.0313208 | Time: 2626.19 ms
[2021-01-21 23:09:31 main:574] : INFO : Epoch 1670 | loss: 0.0309743 | val_loss: 0.0313368 | Time: 2715.6 ms
[2021-01-21 23:09:34 main:574] : INFO : Epoch 1671 | loss: 0.0309707 | val_loss: 0.0313392 | Time: 2713.98 ms
[2021-01-21 23:09:37 main:574] : INFO : Epoch 1672 | loss: 0.030969 | val_loss: 0.0313486 | Time: 2598.68 ms
[2021-01-21 23:09:40 main:574] : INFO : Epoch 1673 | loss: 0.0309749 | val_loss: 0.0313932 | Time: 2655.26 ms
[2021-01-21 23:09:42 main:574] : INFO : Epoch 1674 | loss: 0.0309832 | val_loss: 0.0313665 | Time: 2591.12 ms
[2021-01-21 23:09:45 main:574] : INFO : Epoch 1675 | loss: 0.0309866 | val_loss: 0.0313118 | Time: 2578.63 ms
[2021-01-21 23:09:48 main:574] : INFO : Epoch 1676 | loss: 0.0310063 | val_loss: 0.0313685 | Time: 2587.39 ms
[2021-01-21 23:09:50 main:574] : INFO : Epoch 1677 | loss: 0.0309889 | val_loss: 0.0313082 | Time: 2612.75 ms
[2021-01-21 23:09:53 main:574] : INFO : Epoch 1678 | loss: 0.0309929 | val_loss: 0.0313145 | Time: 2800.25 ms
[2021-01-21 23:09:56 main:574] : INFO : Epoch 1679 | loss: 0.0309851 | val_loss: 0.0312916 | Time: 2681.43 ms
[2021-01-21 23:09:58 main:574] : INFO : Epoch 1680 | loss: 0.0309957 | val_loss: 0.031296 | Time: 2513.63 ms
[2021-01-21 23:10:01 main:574] : INFO : Epoch 1681 | loss: 0.0309873 | val_loss: 0.0313301 | Time: 2626.12 ms
[2021-01-21 23:10:04 main:574] : INFO : Epoch 1682 | loss: 0.0309763 | val_loss: 0.0313529 | Time: 2593.86 ms
[2021-01-21 23:10:07 main:574] : INFO : Epoch 1683 | loss: 0.0309764 | val_loss: 0.0313135 | Time: 2591.42 ms
[2021-01-21 23:10:09 main:574] : INFO : Epoch 1684 | loss: 0.0309775 | val_loss: 0.0313039 | Time: 2668.04 ms
[2021-01-21 23:10:12 main:574] : INFO : Epoch 1685 | loss: 0.0309866 | val_loss: 0.0313033 | Time: 2654.86 ms
[2021-01-21 23:10:15 main:574] : INFO : Epoch 1686 | loss: 0.0309772 | val_loss: 0.0313159 | Time: 2640.24 ms
[2021-01-21 23:10:17 main:574] : INFO : Epoch 1687 | loss: 0.0309742 | val_loss: 0.0312913 | Time: 2615.49 ms
[2021-01-21 23:10:20 main:574] : INFO : Epoch 1688 | loss: 0.0309676 | val_loss: 0.03133 | Time: 2483.58 ms
[2021-01-21 23:10:23 main:574] : INFO : Epoch 1689 | loss: 0.030964 | val_loss: 0.0313095 | Time: 2599.26 ms
[2021-01-21 23:10:26 main:574] : INFO : Epoch 1690 | loss: 0.030973 | val_loss: 0.0313277 | Time: 2759.18 ms
[2021-01-21 23:10:28 main:574] : INFO : Epoch 1691 | loss: 0.0309799 | val_loss: 0.0312704 | Time: 2570.09 ms
[2021-01-21 23:10:31 main:574] : INFO : Epoch 1692 | loss: 0.0309808 | val_loss: 0.0313111 | Time: 2688.71 ms
[2021-01-21 23:10:34 main:574] : INFO : Epoch 1693 | loss: 0.030981 | val_loss: 0.0313614 | Time: 2707.65 ms
[2021-01-21 23:10:36 main:574] : INFO : Epoch 1694 | loss: 0.0309792 | val_loss: 0.0313283 | Time: 2510.53 ms
[2021-01-21 23:10:39 main:574] : INFO : Epoch 1695 | loss: 0.0310045 | val_loss: 0.0313268 | Time: 2656.65 ms
[2021-01-21 23:10:42 main:574] : INFO : Epoch 1696 | loss: 0.0309855 | val_loss: 0.0312949 | Time: 2555.66 ms
[2021-01-21 23:10:44 main:574] : INFO : Epoch 1697 | loss: 0.0309721 | val_loss: 0.0313113 | Time: 2528.35 ms
[2021-01-21 23:10:47 main:574] : INFO : Epoch 1698 | loss: 0.0309724 | val_loss: 0.0313236 | Time: 2675.41 ms
[2021-01-21 23:10:50 main:574] : INFO : Epoch 1699 | loss: 0.0309717 | val_loss: 0.0313462 | Time: 2614.52 ms
[2021-01-21 23:10:52 main:574] : INFO : Epoch 1700 | loss: 0.0309694 | val_loss: 0.0313411 | Time: 2664.59 ms
[2021-01-21 23:10:55 main:574] : INFO : Epoch 1701 | loss: 0.0309664 | val_loss: 0.0313158 | Time: 2668.53 ms
[2021-01-21 23:10:58 main:574] : INFO : Epoch 1702 | loss: 0.0309782 | val_loss: 0.0313179 | Time: 2740.42 ms
[2021-01-21 23:11:00 main:574] : INFO : Epoch 1703 | loss: 0.0309867 | val_loss: 0.031333 | Time: 2568.77 ms
[2021-01-21 23:11:03 main:574] : INFO : Epoch 1704 | loss: 0.0309848 | val_loss: 0.0312881 | Time: 2685.37 ms
[2021-01-21 23:11:06 main:574] : INFO : Epoch 1705 | loss: 0.0309724 | val_loss: 0.0313191 | Time: 2533.58 ms
[2021-01-21 23:11:08 main:574] : INFO : Epoch 1706 | loss: 0.030981 | val_loss: 0.0313119 | Time: 2664.4 ms
[2021-01-21 23:11:11 main:574] : INFO : Epoch 1707 | loss: 0.0309685 | val_loss: 0.0313306 | Time: 2597.23 ms
[2021-01-21 23:11:14 main:574] : INFO : Epoch 1708 | loss: 0.0309683 | val_loss: 0.0313144 | Time: 2661.03 ms
[2021-01-21 23:11:16 main:574] : INFO : Epoch 1709 | loss: 0.0309724 | val_loss: 0.031302 | Time: 2645.62 ms
[2021-01-21 23:11:19 main:574] : INFO : Epoch 1710 | loss: 0.0309925 | val_loss: 0.0312833 | Time: 2622.39 ms
[2021-01-21 23:11:22 main:574] : INFO : Epoch 1711 | loss: 0.0310038 | val_loss: 0.0313204 | Time: 2722.9 ms
[2021-01-21 23:11:25 main:574] : INFO : Epoch 1712 | loss: 0.0309799 | val_loss: 0.0313329 | Time: 2589.05 ms
[2021-01-21 23:11:27 main:574] : INFO : Epoch 1713 | loss: 0.0309742 | val_loss: 0.0313104 | Time: 2494.78 ms
[2021-01-21 23:11:30 main:574] : INFO : Epoch 1714 | loss: 0.0309889 | val_loss: 0.0313418 | Time: 2637.04 ms
[2021-01-21 23:11:32 main:574] : INFO : Epoch 1715 | loss: 0.0309798 | val_loss: 0.0313273 | Time: 2513.63 ms
[2021-01-21 23:11:35 main:574] : INFO : Epoch 1716 | loss: 0.0309735 | val_loss: 0.0313172 | Time: 2583.94 ms
[2021-01-21 23:11:38 main:574] : INFO : Epoch 1717 | loss: 0.0309735 | val_loss: 0.0313179 | Time: 2597.17 ms
[2021-01-21 23:11:40 main:574] : INFO : Epoch 1718 | loss: 0.030982 | val_loss: 0.0313075 | Time: 2625.7 ms
[2021-01-21 23:11:43 main:574] : INFO : Epoch 1719 | loss: 0.0309857 | val_loss: 0.0313138 | Time: 2614.1 ms
[2021-01-21 23:11:46 main:574] : INFO : Epoch 1720 | loss: 0.0309725 | val_loss: 0.0313186 | Time: 2489.97 ms
[2021-01-21 23:11:48 main:574] : INFO : Epoch 1721 | loss: 0.0309732 | val_loss: 0.031315 | Time: 2469.63 ms
[2021-01-21 23:11:51 main:574] : INFO : Epoch 1722 | loss: 0.0309768 | val_loss: 0.0312933 | Time: 2702.18 ms
[2021-01-21 23:11:54 main:574] : INFO : Epoch 1723 | loss: 0.0309787 | val_loss: 0.031322 | Time: 2673.63 ms
[2021-01-21 23:11:56 main:574] : INFO : Epoch 1724 | loss: 0.03097 | val_loss: 0.0313264 | Time: 2586.08 ms
[2021-01-21 23:11:59 main:574] : INFO : Epoch 1725 | loss: 0.0309747 | val_loss: 0.0313007 | Time: 2569.39 ms
[2021-01-21 23:12:02 main:574] : INFO : Epoch 1726 | loss: 0.0309805 | val_loss: 0.0313584 | Time: 2578.69 ms
[2021-01-21 23:12:04 main:574] : INFO : Epoch 1727 | loss: 0.0309736 | val_loss: 0.0313345 | Time: 2544.6 ms
[2021-01-21 23:12:07 main:574] : INFO : Epoch 1728 | loss: 0.0309671 | val_loss: 0.0313122 | Time: 2827.26 ms
[2021-01-21 23:12:10 main:574] : INFO : Epoch 1729 | loss: 0.0309719 | val_loss: 0.0313206 | Time: 2579.81 ms
[2021-01-21 23:12:13 main:574] : INFO : Epoch 1730 | loss: 0.0309713 | val_loss: 0.0313607 | Time: 2633.87 ms
[2021-01-21 23:12:15 main:574] : INFO : Epoch 1731 | loss: 0.0309695 | val_loss: 0.0313178 | Time: 2672.31 ms
[2021-01-21 23:12:18 main:574] : INFO : Epoch 1732 | loss: 0.0309734 | val_loss: 0.0313263 | Time: 2623.51 ms
[2021-01-21 23:12:21 main:574] : INFO : Epoch 1733 | loss: 0.0309751 | val_loss: 0.0313215 | Time: 2603.82 ms
[2021-01-21 23:12:23 main:574] : INFO : Epoch 1734 | loss: 0.0309779 | val_loss: 0.0313276 | Time: 2618.61 ms
[2021-01-21 23:12:26 main:574] : INFO : Epoch 1735 | loss: 0.030995 | val_loss: 0.0313084 | Time: 2670.7 ms
[2021-01-21 23:12:29 main:574] : INFO : Epoch 1736 | loss: 0.0309877 | val_loss: 0.0313005 | Time: 2618.46 ms
[2021-01-21 23:12:31 main:574] : INFO : Epoch 1737 | loss: 0.0309785 | val_loss: 0.0312925 | Time: 2623.09 ms
[2021-01-21 23:12:34 main:574] : INFO : Epoch 1738 | loss: 0.0309889 | val_loss: 0.0313481 | Time: 2570.32 ms
[2021-01-21 23:12:37 main:574] : INFO : Epoch 1739 | loss: 0.030989 | val_loss: 0.031351 | Time: 2624.82 ms
[2021-01-21 23:12:39 main:574] : INFO : Epoch 1740 | loss: 0.0309788 | val_loss: 0.0313329 | Time: 2609.6 ms
[2021-01-21 23:12:42 main:574] : INFO : Epoch 1741 | loss: 0.0309718 | val_loss: 0.0313235 | Time: 2667.83 ms
[2021-01-21 23:12:45 main:574] : INFO : Epoch 1742 | loss: 0.0309835 | val_loss: 0.0313263 | Time: 2647.13 ms
[2021-01-21 23:12:48 main:574] : INFO : Epoch 1743 | loss: 0.0309748 | val_loss: 0.0313296 | Time: 2623.51 ms
[2021-01-21 23:12:50 main:574] : INFO : Epoch 1744 | loss: 0.0309817 | val_loss: 0.0313124 | Time: 2693.1 ms
[2021-01-21 23:12:53 main:574] : INFO : Epoch 1745 | loss: 0.030973 | val_loss: 0.0313204 | Time: 2552.28 ms
[2021-01-21 23:12:56 main:574] : INFO : Epoch 1746 | loss: 0.0309684 | val_loss: 0.0313247 | Time: 2631.05 ms
[2021-01-21 23:12:58 main:574] : INFO : Epoch 1747 | loss: 0.0309693 | val_loss: 0.0313343 | Time: 2638.34 ms
[2021-01-21 23:13:01 main:574] : INFO : Epoch 1748 | loss: 0.0309693 | val_loss: 0.0313446 | Time: 2655.44 ms
[2021-01-21 23:13:04 main:574] : INFO : Epoch 1749 | loss: 0.0309747 | val_loss: 0.0313324 | Time: 2696.63 ms
[2021-01-21 23:13:07 main:574] : INFO : Epoch 1750 | loss: 0.0309816 | val_loss: 0.0313166 | Time: 2563.38 ms
[2021-01-21 23:13:09 main:574] : INFO : Epoch 1751 | loss: 0.0309779 | val_loss: 0.0313301 | Time: 2497.11 ms
[2021-01-21 23:13:12 main:574] : INFO : Epoch 1752 | loss: 0.0309794 | val_loss: 0.031299 | Time: 2596.12 ms
[2021-01-21 23:13:15 main:574] : INFO : Epoch 1753 | loss: 0.0309842 | val_loss: 0.0313497 | Time: 2719.48 ms
[2021-01-21 23:13:17 main:574] : INFO : Epoch 1754 | loss: 0.0309774 | val_loss: 0.0313477 | Time: 2691.98 ms
[2021-01-21 23:13:20 main:574] : INFO : Epoch 1755 | loss: 0.0309699 | val_loss: 0.0313312 | Time: 2662.53 ms
[2021-01-21 23:13:23 main:574] : INFO : Epoch 1756 | loss: 0.0309819 | val_loss: 0.0313041 | Time: 2696.1 ms
[2021-01-21 23:13:25 main:574] : INFO : Epoch 1757 | loss: 0.0309878 | val_loss: 0.0313151 | Time: 2624.55 ms
[2021-01-21 23:13:28 main:574] : INFO : Epoch 1758 | loss: 0.0309808 | val_loss: 0.0312998 | Time: 2720.82 ms
[2021-01-21 23:13:31 main:574] : INFO : Epoch 1759 | loss: 0.0309752 | val_loss: 0.0313214 | Time: 2564.11 ms
[2021-01-21 23:13:34 main:574] : INFO : Epoch 1760 | loss: 0.0309711 | val_loss: 0.0313342 | Time: 2617.65 ms
[2021-01-21 23:13:36 main:574] : INFO : Epoch 1761 | loss: 0.0309761 | val_loss: 0.0313543 | Time: 2571.56 ms
[2021-01-21 23:13:39 main:574] : INFO : Epoch 1762 | loss: 0.0309808 | val_loss: 0.0313043 | Time: 2648.91 ms
[2021-01-21 23:13:42 main:574] : INFO : Epoch 1763 | loss: 0.030975 | val_loss: 0.0312792 | Time: 2741.88 ms
[2021-01-21 23:13:45 main:574] : INFO : Epoch 1764 | loss: 0.0309764 | val_loss: 0.0312945 | Time: 2583.66 ms
[2021-01-21 23:13:47 main:574] : INFO : Epoch 1765 | loss: 0.0309761 | val_loss: 0.0313285 | Time: 2673.09 ms
[2021-01-21 23:13:50 main:574] : INFO : Epoch 1766 | loss: 0.0309764 | val_loss: 0.0313319 | Time: 2687.37 ms
[2021-01-21 23:13:53 main:574] : INFO : Epoch 1767 | loss: 0.0309788 | val_loss: 0.0312809 | Time: 2583.14 ms
[2021-01-21 23:13:56 main:574] : INFO : Epoch 1768 | loss: 0.0309796 | val_loss: 0.0313085 | Time: 2666.96 ms
[2021-01-21 23:13:58 main:574] : INFO : Epoch 1769 | loss: 0.0309743 | val_loss: 0.0313421 | Time: 2669.15 ms
[2021-01-21 23:14:01 main:574] : INFO : Epoch 1770 | loss: 0.0309728 | val_loss: 0.0313229 | Time: 2653.68 ms
[2021-01-21 23:14:04 main:574] : INFO : Epoch 1771 | loss: 0.0309679 | val_loss: 0.0313207 | Time: 2595.47 ms
[2021-01-21 23:14:07 main:574] : INFO : Epoch 1772 | loss: 0.0309772 | val_loss: 0.0313509 | Time: 2614.02 ms
[2021-01-21 23:14:09 main:574] : INFO : Epoch 1773 | loss: 0.0309798 | val_loss: 0.0313169 | Time: 2642.39 ms
[2021-01-21 23:14:12 main:574] : INFO : Epoch 1774 | loss: 0.0309778 | val_loss: 0.0313214 | Time: 2712.37 ms
[2021-01-21 23:14:15 main:574] : INFO : Epoch 1775 | loss: 0.0309818 | val_loss: 0.0313323 | Time: 2691.56 ms
[2021-01-21 23:14:18 main:574] : INFO : Epoch 1776 | loss: 0.030977 | val_loss: 0.0313565 | Time: 2638.59 ms
[2021-01-21 23:14:20 main:574] : INFO : Epoch 1777 | loss: 0.0309746 | val_loss: 0.031309 | Time: 2627.88 ms
[2021-01-21 23:14:23 main:574] : INFO : Epoch 1778 | loss: 0.0309885 | val_loss: 0.031288 | Time: 2550.93 ms
[2021-01-21 23:14:26 main:574] : INFO : Epoch 1779 | loss: 0.0309905 | val_loss: 0.0313494 | Time: 2734.83 ms
[2021-01-21 23:14:28 main:574] : INFO : Epoch 1780 | loss: 0.0309756 | val_loss: 0.0312801 | Time: 2594.27 ms
[2021-01-21 23:14:31 main:574] : INFO : Epoch 1781 | loss: 0.0309744 | val_loss: 0.0313726 | Time: 2509.35 ms
[2021-01-21 23:14:34 main:574] : INFO : Epoch 1782 | loss: 0.0309775 | val_loss: 0.0313429 | Time: 2666.53 ms
[2021-01-21 23:14:36 main:574] : INFO : Epoch 1783 | loss: 0.0309693 | val_loss: 0.0313429 | Time: 2532.45 ms
[2021-01-21 23:14:39 main:574] : INFO : Epoch 1784 | loss: 0.0309794 | val_loss: 0.0312732 | Time: 2590.91 ms
[2021-01-21 23:14:41 main:574] : INFO : Epoch 1785 | loss: 0.0309898 | val_loss: 0.0313105 | Time: 2513.49 ms
[2021-01-21 23:14:44 main:574] : INFO : Epoch 1786 | loss: 0.0309928 | val_loss: 0.0313292 | Time: 2554.3 ms
[2021-01-21 23:14:47 main:574] : INFO : Epoch 1787 | loss: 0.0309893 | val_loss: 0.0313089 | Time: 2621.16 ms
[2021-01-21 23:14:49 main:574] : INFO : Epoch 1788 | loss: 0.0309803 | val_loss: 0.0313074 | Time: 2662.18 ms
[2021-01-21 23:14:52 main:574] : INFO : Epoch 1789 | loss: 0.0309773 | val_loss: 0.0313383 | Time: 2641.7 ms
[2021-01-21 23:14:55 main:574] : INFO : Epoch 1790 | loss: 0.0309722 | val_loss: 0.0312968 | Time: 2760.78 ms
[2021-01-21 23:14:58 main:574] : INFO : Epoch 1791 | loss: 0.0309786 | val_loss: 0.0313416 | Time: 2617.88 ms
[2021-01-21 23:15:00 main:574] : INFO : Epoch 1792 | loss: 0.0309741 | val_loss: 0.0313253 | Time: 2599.64 ms
[2021-01-21 23:15:03 main:574] : INFO : Epoch 1793 | loss: 0.0309687 | val_loss: 0.0313578 | Time: 2617.99 ms
[2021-01-21 23:15:06 main:574] : INFO : Epoch 1794 | loss: 0.030976 | val_loss: 0.0313155 | Time: 2621.44 ms
[2021-01-21 23:15:08 main:574] : INFO : Epoch 1795 | loss: 0.0309762 | val_loss: 0.0312801 | Time: 2606.95 ms
[2021-01-21 23:15:11 main:574] : INFO : Epoch 1796 | loss: 0.0309801 | val_loss: 0.0313398 | Time: 2551.31 ms
[2021-01-21 23:15:14 main:574] : INFO : Epoch 1797 | loss: 0.0309768 | val_loss: 0.0313324 | Time: 2637.25 ms
[2021-01-21 23:15:16 main:574] : INFO : Epoch 1798 | loss: 0.0309762 | val_loss: 0.0312871 | Time: 2559.61 ms
[2021-01-21 23:15:19 main:574] : INFO : Epoch 1799 | loss: 0.0309724 | val_loss: 0.0313321 | Time: 2593.29 ms
[2021-01-21 23:15:22 main:574] : INFO : Epoch 1800 | loss: 0.0309691 | val_loss: 0.0312971 | Time: 2656.99 ms
[2021-01-21 23:15:24 main:574] : INFO : Epoch 1801 | loss: 0.0309742 | val_loss: 0.0313338 | Time: 2612.72 ms
[2021-01-21 23:15:27 main:574] : INFO : Epoch 1802 | loss: 0.0309687 | val_loss: 0.031328 | Time: 2694.95 ms
[2021-01-21 23:15:30 main:574] : INFO : Epoch 1803 | loss: 0.0309677 | val_loss: 0.0313207 | Time: 2664.74 ms
[2021-01-21 23:15:32 main:574] : INFO : Epoch 1804 | loss: 0.0309826 | val_loss: 0.0313458 | Time: 2607.66 ms
[2021-01-21 23:15:35 main:574] : INFO : Epoch 1805 | loss: 0.0309972 | val_loss: 0.0312767 | Time: 2556.48 ms
[2021-01-21 23:15:38 main:574] : INFO : Epoch 1806 | loss: 0.0309939 | val_loss: 0.0313203 | Time: 2708.04 ms
[2021-01-21 23:15:41 main:574] : INFO : Epoch 1807 | loss: 0.0309719 | val_loss: 0.0313286 | Time: 2694.23 ms
[2021-01-21 23:15:43 main:574] : INFO : Epoch 1808 | loss: 0.0309656 | val_loss: 0.0313247 | Time: 2698.68 ms
[2021-01-21 23:15:46 main:574] : INFO : Epoch 1809 | loss: 0.0309683 | val_loss: 0.0313152 | Time: 2654.67 ms
[2021-01-21 23:15:49 main:574] : INFO : Epoch 1810 | loss: 0.030964 | val_loss: 0.0313177 | Time: 2538.94 ms
[2021-01-21 23:15:51 main:574] : INFO : Epoch 1811 | loss: 0.0309736 | val_loss: 0.0313138 | Time: 2556.5 ms
[2021-01-21 23:15:54 main:574] : INFO : Epoch 1812 | loss: 0.0309701 | val_loss: 0.0313076 | Time: 2641.1 ms
[2021-01-21 23:15:57 main:574] : INFO : Epoch 1813 | loss: 0.0309716 | val_loss: 0.0312998 | Time: 2627.31 ms
[2021-01-21 23:16:00 main:574] : INFO : Epoch 1814 | loss: 0.0309716 | val_loss: 0.0313611 | Time: 2683.78 ms
[2021-01-21 23:16:02 main:574] : INFO : Epoch 1815 | loss: 0.0309672 | val_loss: 0.031313 | Time: 2642.92 ms
[2021-01-21 23:16:05 main:574] : INFO : Epoch 1816 | loss: 0.030972 | val_loss: 0.0313551 | Time: 2673.26 ms
[2021-01-21 23:16:08 main:574] : INFO : Epoch 1817 | loss: 0.0309814 | val_loss: 0.031275 | Time: 2761 ms
[2021-01-21 23:16:11 main:574] : INFO : Epoch 1818 | loss: 0.0309889 | val_loss: 0.0312762 | Time: 2740.85 ms
[2021-01-21 23:16:13 main:574] : INFO : Epoch 1819 | loss: 0.0309839 | val_loss: 0.0313194 | Time: 2678.97 ms
[2021-01-21 23:16:16 main:574] : INFO : Epoch 1820 | loss: 0.0309772 | val_loss: 0.0312887 | Time: 2622.33 ms
[2021-01-21 23:16:19 main:574] : INFO : Epoch 1821 | loss: 0.0309844 | val_loss: 0.0313265 | Time: 2594.21 ms
[2021-01-21 23:16:21 main:574] : INFO : Epoch 1822 | loss: 0.0309843 | val_loss: 0.0313214 | Time: 2664.27 ms
[2021-01-21 23:16:24 main:574] : INFO : Epoch 1823 | loss: 0.0309952 | val_loss: 0.0312937 | Time: 2628.16 ms
[2021-01-21 23:16:27 main:574] : INFO : Epoch 1824 | loss: 0.0309843 | val_loss: 0.0313153 | Time: 2687.65 ms
[2021-01-21 23:16:30 main:574] : INFO : Epoch 1825 | loss: 0.0309694 | val_loss: 0.0313442 | Time: 2655.12 ms
[2021-01-21 23:16:32 main:574] : INFO : Epoch 1826 | loss: 0.0309789 | val_loss: 0.0313331 | Time: 2640.25 ms
[2021-01-21 23:16:35 main:574] : INFO : Epoch 1827 | loss: 0.0309814 | val_loss: 0.0313072 | Time: 2664.47 ms
[2021-01-21 23:16:38 main:574] : INFO : Epoch 1828 | loss: 0.0309785 | val_loss: 0.0313416 | Time: 2624.9 ms
[2021-01-21 23:16:41 main:574] : INFO : Epoch 1829 | loss: 0.0309676 | val_loss: 0.0313308 | Time: 2632.75 ms
[2021-01-21 23:16:43 main:574] : INFO : Epoch 1830 | loss: 0.0309701 | val_loss: 0.0313576 | Time: 2656.1 ms
[2021-01-21 23:16:46 main:574] : INFO : Epoch 1831 | loss: 0.0309803 | val_loss: 0.0312916 | Time: 2682.42 ms
[2021-01-21 23:16:49 main:574] : INFO : Epoch 1832 | loss: 0.0309758 | val_loss: 0.0313291 | Time: 2668.69 ms
[2021-01-21 23:16:51 main:574] : INFO : Epoch 1833 | loss: 0.0309806 | val_loss: 0.0312977 | Time: 2421.39 ms
[2021-01-21 23:16:54 main:574] : INFO : Epoch 1834 | loss: 0.0309772 | val_loss: 0.0313334 | Time: 2520.66 ms
[2021-01-21 23:16:57 main:574] : INFO : Epoch 1835 | loss: 0.0309844 | val_loss: 0.031338 | Time: 2667.72 ms
[2021-01-21 23:16:59 main:574] : INFO : Epoch 1836 | loss: 0.0309759 | val_loss: 0.0312996 | Time: 2624.71 ms
[2021-01-21 23:17:02 main:574] : INFO : Epoch 1837 | loss: 0.0309786 | val_loss: 0.0313264 | Time: 2599.03 ms
[2021-01-21 23:17:05 main:574] : INFO : Epoch 1838 | loss: 0.0309807 | val_loss: 0.0313356 | Time: 2604.79 ms
[2021-01-21 23:17:07 main:574] : INFO : Epoch 1839 | loss: 0.0309827 | val_loss: 0.0313196 | Time: 2643.71 ms
[2021-01-21 23:17:10 main:574] : INFO : Epoch 1840 | loss: 0.0309809 | val_loss: 0.0313617 | Time: 2626.53 ms
[2021-01-21 23:17:13 main:574] : INFO : Epoch 1841 | loss: 0.0309697 | val_loss: 0.0312974 | Time: 2640.95 ms
[2021-01-21 23:17:15 main:574] : INFO : Epoch 1842 | loss: 0.0309701 | val_loss: 0.0313181 | Time: 2642.22 ms
[2021-01-21 23:17:18 main:574] : INFO : Epoch 1843 | loss: 0.030975 | val_loss: 0.0313229 | Time: 2604.24 ms
[2021-01-21 23:17:21 main:574] : INFO : Epoch 1844 | loss: 0.0309736 | val_loss: 0.0313271 | Time: 2619.17 ms
[2021-01-21 23:17:23 main:574] : INFO : Epoch 1845 | loss: 0.0309726 | val_loss: 0.0313177 | Time: 2600.43 ms
[2021-01-21 23:17:26 main:574] : INFO : Epoch 1846 | loss: 0.0309876 | val_loss: 0.0313371 | Time: 2730.62 ms
[2021-01-21 23:17:29 main:574] : INFO : Epoch 1847 | loss: 0.0309727 | val_loss: 0.0313439 | Time: 2628.63 ms
[2021-01-21 23:17:31 main:574] : INFO : Epoch 1848 | loss: 0.030979 | val_loss: 0.0313631 | Time: 2480.63 ms
[2021-01-21 23:17:34 main:574] : INFO : Epoch 1849 | loss: 0.0309774 | val_loss: 0.031319 | Time: 2592.48 ms
[2021-01-21 23:17:37 main:574] : INFO : Epoch 1850 | loss: 0.030974 | val_loss: 0.0313015 | Time: 2638.75 ms
[2021-01-21 23:17:39 main:574] : INFO : Epoch 1851 | loss: 0.0309784 | val_loss: 0.0313399 | Time: 2585.96 ms
[2021-01-21 23:17:42 main:574] : INFO : Epoch 1852 | loss: 0.0309909 | val_loss: 0.0312989 | Time: 2741.96 ms
[2021-01-21 23:17:45 main:574] : INFO : Epoch 1853 | loss: 0.0310084 | val_loss: 0.0312712 | Time: 2542.96 ms
[2021-01-21 23:17:48 main:574] : INFO : Epoch 1854 | loss: 0.0310081 | val_loss: 0.0312985 | Time: 2640.95 ms
[2021-01-21 23:17:50 main:574] : INFO : Epoch 1855 | loss: 0.0309959 | val_loss: 0.0313418 | Time: 2658.6 ms
[2021-01-21 23:17:53 main:574] : INFO : Epoch 1856 | loss: 0.0310065 | val_loss: 0.0313239 | Time: 2617.17 ms
[2021-01-21 23:17:56 main:574] : INFO : Epoch 1857 | loss: 0.0309829 | val_loss: 0.0312829 | Time: 2631.77 ms
[2021-01-21 23:17:58 main:574] : INFO : Epoch 1858 | loss: 0.0309762 | val_loss: 0.0313408 | Time: 2615.8 ms
[2021-01-21 23:18:01 main:574] : INFO : Epoch 1859 | loss: 0.0309713 | val_loss: 0.0313334 | Time: 2714 ms
[2021-01-21 23:18:04 main:574] : INFO : Epoch 1860 | loss: 0.0309805 | val_loss: 0.0312981 | Time: 2646.9 ms
[2021-01-21 23:18:07 main:574] : INFO : Epoch 1861 | loss: 0.03097 | val_loss: 0.0313152 | Time: 2565.56 ms
[2021-01-21 23:18:09 main:574] : INFO : Epoch 1862 | loss: 0.0309772 | val_loss: 0.0313369 | Time: 2559.37 ms
[2021-01-21 23:18:12 main:574] : INFO : Epoch 1863 | loss: 0.0309691 | val_loss: 0.0313282 | Time: 2542.15 ms
[2021-01-21 23:18:15 main:574] : INFO : Epoch 1864 | loss: 0.0309722 | val_loss: 0.0313248 | Time: 2586.72 ms
[2021-01-21 23:18:17 main:574] : INFO : Epoch 1865 | loss: 0.0309787 | val_loss: 0.0312945 | Time: 2632.13 ms
[2021-01-21 23:18:20 main:574] : INFO : Epoch 1866 | loss: 0.0309892 | val_loss: 0.0313233 | Time: 2632.85 ms
[2021-01-21 23:18:23 main:574] : INFO : Epoch 1867 | loss: 0.030988 | val_loss: 0.0313051 | Time: 2616.28 ms
[2021-01-21 23:18:25 main:574] : INFO : Epoch 1868 | loss: 0.0309812 | val_loss: 0.0313308 | Time: 2689.83 ms
[2021-01-21 23:18:28 main:574] : INFO : Epoch 1869 | loss: 0.0309733 | val_loss: 0.0313176 | Time: 2683.97 ms
[2021-01-21 23:18:31 main:574] : INFO : Epoch 1870 | loss: 0.0309679 | val_loss: 0.0313503 | Time: 2619.9 ms
[2021-01-21 23:18:33 main:574] : INFO : Epoch 1871 | loss: 0.0309709 | val_loss: 0.0313576 | Time: 2632.57 ms
[2021-01-21 23:18:36 main:574] : INFO : Epoch 1872 | loss: 0.0309722 | val_loss: 0.0313414 | Time: 2638.08 ms
[2021-01-21 23:18:39 main:574] : INFO : Epoch 1873 | loss: 0.0309819 | val_loss: 0.0312831 | Time: 2664.51 ms
[2021-01-21 23:18:42 main:574] : INFO : Epoch 1874 | loss: 0.0309787 | val_loss: 0.0313174 | Time: 2586.39 ms
[2021-01-21 23:18:45 main:574] : INFO : Epoch 1875 | loss: 0.0309806 | val_loss: 0.0313355 | Time: 2755.72 ms
[2021-01-21 23:18:47 main:574] : INFO : Epoch 1876 | loss: 0.030977 | val_loss: 0.031331 | Time: 2687.79 ms
[2021-01-21 23:18:50 main:574] : INFO : Epoch 1877 | loss: 0.0309759 | val_loss: 0.031314 | Time: 2528.97 ms
[2021-01-21 23:18:53 main:574] : INFO : Epoch 1878 | loss: 0.030975 | val_loss: 0.0313108 | Time: 2628.45 ms
[2021-01-21 23:18:55 main:574] : INFO : Epoch 1879 | loss: 0.0309843 | val_loss: 0.0313018 | Time: 2689.74 ms
[2021-01-21 23:18:58 main:574] : INFO : Epoch 1880 | loss: 0.0309906 | val_loss: 0.0312739 | Time: 2576.94 ms
[2021-01-21 23:19:01 main:574] : INFO : Epoch 1881 | loss: 0.0309971 | val_loss: 0.031298 | Time: 2776.91 ms
[2021-01-21 23:19:04 main:574] : INFO : Epoch 1882 | loss: 0.0309825 | val_loss: 0.031328 | Time: 2584.86 ms
[2021-01-21 23:19:06 main:574] : INFO : Epoch 1883 | loss: 0.0309774 | val_loss: 0.0313326 | Time: 2777.79 ms
[2021-01-21 23:19:09 main:574] : INFO : Epoch 1884 | loss: 0.0309692 | val_loss: 0.0313041 | Time: 2655.1 ms
[2021-01-21 23:19:12 main:574] : INFO : Epoch 1885 | loss: 0.0309707 | val_loss: 0.0313379 | Time: 2633.17 ms
[2021-01-21 23:19:15 main:574] : INFO : Epoch 1886 | loss: 0.0309656 | val_loss: 0.0313087 | Time: 2756.18 ms
[2021-01-21 23:19:17 main:574] : INFO : Epoch 1887 | loss: 0.0309659 | val_loss: 0.0313046 | Time: 2671.53 ms
[2021-01-21 23:19:20 main:574] : INFO : Epoch 1888 | loss: 0.0309749 | val_loss: 0.0313222 | Time: 2732.11 ms
[2021-01-21 23:19:23 main:574] : INFO : Epoch 1889 | loss: 0.0309815 | val_loss: 0.0313132 | Time: 2681.14 ms
[2021-01-21 23:19:25 main:574] : INFO : Epoch 1890 | loss: 0.0309801 | val_loss: 0.0313052 | Time: 2620.79 ms
[2021-01-21 23:19:28 main:574] : INFO : Epoch 1891 | loss: 0.0309707 | val_loss: 0.0313168 | Time: 2645.06 ms
[2021-01-21 23:19:31 main:574] : INFO : Epoch 1892 | loss: 0.0309746 | val_loss: 0.0313028 | Time: 2658.07 ms
[2021-01-21 23:19:34 main:574] : INFO : Epoch 1893 | loss: 0.0309844 | val_loss: 0.0313173 | Time: 2544.8 ms
[2021-01-21 23:19:36 main:574] : INFO : Epoch 1894 | loss: 0.0309751 | val_loss: 0.0313259 | Time: 2588.63 ms
[2021-01-21 23:19:39 main:574] : INFO : Epoch 1895 | loss: 0.030973 | val_loss: 0.0312855 | Time: 2692.87 ms
[2021-01-21 23:19:42 main:574] : INFO : Epoch 1896 | loss: 0.0309729 | val_loss: 0.0313055 | Time: 2722.76 ms
[2021-01-21 23:19:44 main:574] : INFO : Epoch 1897 | loss: 0.0309738 | val_loss: 0.0313 | Time: 2687.04 ms
[2021-01-21 23:19:47 main:574] : INFO : Epoch 1898 | loss: 0.0309742 | val_loss: 0.0313424 | Time: 2813.58 ms
[2021-01-21 23:19:50 main:574] : INFO : Epoch 1899 | loss: 0.0309788 | val_loss: 0.0313315 | Time: 2656.61 ms
[2021-01-21 23:19:53 main:574] : INFO : Epoch 1900 | loss: 0.0309646 | val_loss: 0.0313102 | Time: 2604.67 ms
[2021-01-21 23:19:55 main:574] : INFO : Epoch 1901 | loss: 0.0309692 | val_loss: 0.0313318 | Time: 2608.21 ms
[2021-01-21 23:19:58 main:574] : INFO : Epoch 1902 | loss: 0.030974 | val_loss: 0.0313167 | Time: 2565.1 ms
[2021-01-21 23:20:01 main:574] : INFO : Epoch 1903 | loss: 0.0309661 | val_loss: 0.0313468 | Time: 2586.74 ms
[2021-01-21 23:20:03 main:574] : INFO : Epoch 1904 | loss: 0.0309675 | val_loss: 0.031316 | Time: 2605.53 ms
[2021-01-21 23:20:06 main:574] : INFO : Epoch 1905 | loss: 0.0309673 | val_loss: 0.0313 | Time: 2581.53 ms
[2021-01-21 23:20:09 main:574] : INFO : Epoch 1906 | loss: 0.0309787 | val_loss: 0.0312981 | Time: 2677.72 ms
[2021-01-21 23:20:11 main:574] : INFO : Epoch 1907 | loss: 0.0309768 | val_loss: 0.0313467 | Time: 2730.83 ms
[2021-01-21 23:20:14 main:574] : INFO : Epoch 1908 | loss: 0.0309764 | val_loss: 0.0313434 | Time: 2634.23 ms
[2021-01-21 23:20:17 main:574] : INFO : Epoch 1909 | loss: 0.0309962 | val_loss: 0.0313343 | Time: 2611.06 ms
[2021-01-21 23:20:19 main:574] : INFO : Epoch 1910 | loss: 0.0309818 | val_loss: 0.0313664 | Time: 2633.62 ms
[2021-01-21 23:20:22 main:574] : INFO : Epoch 1911 | loss: 0.0309723 | val_loss: 0.0313363 | Time: 2591.32 ms
[2021-01-21 23:20:25 main:574] : INFO : Epoch 1912 | loss: 0.0309694 | val_loss: 0.0313297 | Time: 2480.72 ms
[2021-01-21 23:20:27 main:574] : INFO : Epoch 1913 | loss: 0.0309735 | val_loss: 0.0313116 | Time: 2564.73 ms
[2021-01-21 23:20:30 main:574] : INFO : Epoch 1914 | loss: 0.0309757 | val_loss: 0.0313362 | Time: 2759.97 ms
[2021-01-21 23:20:33 main:574] : INFO : Epoch 1915 | loss: 0.0309832 | val_loss: 0.0313182 | Time: 2594.21 ms
[2021-01-21 23:20:36 main:574] : INFO : Epoch 1916 | loss: 0.0309727 | val_loss: 0.0313509 | Time: 2787.84 ms
[2021-01-21 23:20:38 main:574] : INFO : Epoch 1917 | loss: 0.0309715 | val_loss: 0.0312928 | Time: 2648.13 ms
[2021-01-21 23:20:41 main:574] : INFO : Epoch 1918 | loss: 0.030971 | val_loss: 0.0313451 | Time: 2678.34 ms
[2021-01-21 23:20:44 main:574] : INFO : Epoch 1919 | loss: 0.0309747 | val_loss: 0.0313355 | Time: 2533.52 ms
[2021-01-21 23:20:46 main:574] : INFO : Epoch 1920 | loss: 0.0309743 | val_loss: 0.031319 | Time: 2715.98 ms
[2021-01-21 23:20:49 main:574] : INFO : Epoch 1921 | loss: 0.0309675 | val_loss: 0.0313289 | Time: 2686.55 ms
[2021-01-21 23:20:52 main:574] : INFO : Epoch 1922 | loss: 0.0309657 | val_loss: 0.0312924 | Time: 2533.7 ms
[2021-01-21 23:20:54 main:574] : INFO : Epoch 1923 | loss: 0.0309662 | val_loss: 0.0313267 | Time: 2565.9 ms
[2021-01-21 23:20:57 main:574] : INFO : Epoch 1924 | loss: 0.0309827 | val_loss: 0.0313422 | Time: 2630.06 ms
[2021-01-21 23:21:00 main:574] : INFO : Epoch 1925 | loss: 0.030984 | val_loss: 0.0313267 | Time: 2643.24 ms
[2021-01-21 23:21:03 main:574] : INFO : Epoch 1926 | loss: 0.0309878 | val_loss: 0.0313007 | Time: 2637.48 ms
[2021-01-21 23:21:05 main:574] : INFO : Epoch 1927 | loss: 0.0309875 | val_loss: 0.0313235 | Time: 2726.34 ms
[2021-01-21 23:21:08 main:574] : INFO : Epoch 1928 | loss: 0.0309769 | val_loss: 0.031326 | Time: 2553.76 ms
[2021-01-21 23:21:10 main:574] : INFO : Epoch 1929 | loss: 0.030982 | val_loss: 0.0312894 | Time: 2505.19 ms
[2021-01-21 23:21:13 main:574] : INFO : Epoch 1930 | loss: 0.030976 | val_loss: 0.0313142 | Time: 2570.27 ms
[2021-01-21 23:21:16 main:574] : INFO : Epoch 1931 | loss: 0.0309726 | val_loss: 0.031348 | Time: 2605.81 ms
[2021-01-21 23:21:19 main:574] : INFO : Epoch 1932 | loss: 0.0309713 | val_loss: 0.03133 | Time: 2618.7 ms
[2021-01-21 23:21:21 main:574] : INFO : Epoch 1933 | loss: 0.0309801 | val_loss: 0.0312759 | Time: 2526.74 ms
[2021-01-21 23:21:24 main:574] : INFO : Epoch 1934 | loss: 0.0309768 | val_loss: 0.0313364 | Time: 2642.03 ms
[2021-01-21 23:21:27 main:574] : INFO : Epoch 1935 | loss: 0.0309746 | val_loss: 0.0313399 | Time: 2603.75 ms
[2021-01-21 23:21:30 main:574] : INFO : Epoch 1936 | loss: 0.0309688 | val_loss: 0.0313249 | Time: 2673.61 ms
[2021-01-21 23:21:32 main:574] : INFO : Epoch 1937 | loss: 0.0309698 | val_loss: 0.0313023 | Time: 2626.82 ms
[2021-01-21 23:21:35 main:574] : INFO : Epoch 1938 | loss: 0.0309738 | val_loss: 0.0313216 | Time: 2656.98 ms
[2021-01-21 23:21:38 main:574] : INFO : Epoch 1939 | loss: 0.0309802 | val_loss: 0.0313153 | Time: 2589.57 ms
[2021-01-21 23:21:41 main:574] : INFO : Epoch 1940 | loss: 0.030977 | val_loss: 0.0313068 | Time: 2672.39 ms
[2021-01-21 23:21:43 main:574] : INFO : Epoch 1941 | loss: 0.0309752 | val_loss: 0.0313198 | Time: 2725.8 ms
[2021-01-21 23:21:46 main:574] : INFO : Epoch 1942 | loss: 0.0309677 | val_loss: 0.0313024 | Time: 2634.1 ms
[2021-01-21 23:21:49 main:574] : INFO : Epoch 1943 | loss: 0.0309766 | val_loss: 0.0313452 | Time: 2661.02 ms
[2021-01-21 23:21:52 main:574] : INFO : Epoch 1944 | loss: 0.0309736 | val_loss: 0.031343 | Time: 2745.42 ms
[2021-01-21 23:21:54 main:574] : INFO : Epoch 1945 | loss: 0.0309887 | val_loss: 0.0313593 | Time: 2625.11 ms
[2021-01-21 23:21:57 main:574] : INFO : Epoch 1946 | loss: 0.0309769 | val_loss: 0.0313285 | Time: 2646.84 ms
[2021-01-21 23:22:00 main:574] : INFO : Epoch 1947 | loss: 0.030965 | val_loss: 0.0313282 | Time: 2639.23 ms
[2021-01-21 23:22:02 main:574] : INFO : Epoch 1948 | loss: 0.0309761 | val_loss: 0.0313361 | Time: 2662.43 ms
[2021-01-21 23:22:05 main:574] : INFO : Epoch 1949 | loss: 0.0309814 | val_loss: 0.0313383 | Time: 2619.96 ms
[2021-01-21 23:22:08 main:574] : INFO : Epoch 1950 | loss: 0.0309767 | val_loss: 0.0313235 | Time: 2592.85 ms
[2021-01-21 23:22:11 main:574] : INFO : Epoch 1951 | loss: 0.030971 | val_loss: 0.0313199 | Time: 2741.66 ms
[2021-01-21 23:22:13 main:574] : INFO : Epoch 1952 | loss: 0.0309734 | val_loss: 0.031332 | Time: 2626.37 ms
[2021-01-21 23:22:16 main:574] : INFO : Epoch 1953 | loss: 0.0309698 | val_loss: 0.0313261 | Time: 2740.71 ms
[2021-01-21 23:22:19 main:574] : INFO : Epoch 1954 | loss: 0.0309753 | val_loss: 0.0313493 | Time: 2613.96 ms
[2021-01-21 23:22:21 main:574] : INFO : Epoch 1955 | loss: 0.0309723 | val_loss: 0.0313175 | Time: 2716.77 ms
[2021-01-21 23:22:24 main:574] : INFO : Epoch 1956 | loss: 0.0309754 | val_loss: 0.0313147 | Time: 2653.14 ms
[2021-01-21 23:22:27 main:574] : INFO : Epoch 1957 | loss: 0.0309712 | val_loss: 0.0313554 | Time: 2551.07 ms
[2021-01-21 23:22:29 main:574] : INFO : Epoch 1958 | loss: 0.03098 | val_loss: 0.0313024 | Time: 2537.35 ms
[2021-01-21 23:22:32 main:574] : INFO : Epoch 1959 | loss: 0.0309695 | val_loss: 0.0313229 | Time: 2547.13 ms
[2021-01-21 23:22:35 main:574] : INFO : Epoch 1960 | loss: 0.0309738 | val_loss: 0.0312964 | Time: 2697.05 ms
[2021-01-21 23:22:37 main:574] : INFO : Epoch 1961 | loss: 0.0309702 | val_loss: 0.0313123 | Time: 2698.25 ms
[2021-01-21 23:22:40 main:574] : INFO : Epoch 1962 | loss: 0.0309753 | val_loss: 0.0313123 | Time: 2649.3 ms
[2021-01-21 23:22:43 main:574] : INFO : Epoch 1963 | loss: 0.0309695 | val_loss: 0.0313306 | Time: 2612.17 ms
[2021-01-21 23:22:45 main:574] : INFO : Epoch 1964 | loss: 0.0309766 | val_loss: 0.0313026 | Time: 2549.31 ms
[2021-01-21 23:22:48 main:574] : INFO : Epoch 1965 | loss: 0.0309821 | val_loss: 0.0313237 | Time: 2636 ms
[2021-01-21 23:22:51 main:574] : INFO : Epoch 1966 | loss: 0.0309751 | val_loss: 0.0313118 | Time: 2691.79 ms
[2021-01-21 23:22:54 main:574] : INFO : Epoch 1967 | loss: 0.0309734 | val_loss: 0.0313244 | Time: 2780.84 ms
[2021-01-21 23:22:56 main:574] : INFO : Epoch 1968 | loss: 0.030973 | val_loss: 0.0313256 | Time: 2640.35 ms
[2021-01-21 23:22:59 main:574] : INFO : Epoch 1969 | loss: 0.0309672 | val_loss: 0.0313494 | Time: 2592.06 ms
[2021-01-21 23:23:02 main:574] : INFO : Epoch 1970 | loss: 0.0309655 | val_loss: 0.0313022 | Time: 2680.59 ms
[2021-01-21 23:23:05 main:574] : INFO : Epoch 1971 | loss: 0.0309697 | val_loss: 0.0313255 | Time: 2666.95 ms
[2021-01-21 23:23:07 main:574] : INFO : Epoch 1972 | loss: 0.0309813 | val_loss: 0.0312939 | Time: 2685.44 ms
[2021-01-21 23:23:10 main:574] : INFO : Epoch 1973 | loss: 0.0309802 | val_loss: 0.0313292 | Time: 2625.93 ms
[2021-01-21 23:23:13 main:574] : INFO : Epoch 1974 | loss: 0.0309804 | val_loss: 0.0313176 | Time: 2498.13 ms
[2021-01-21 23:23:15 main:574] : INFO : Epoch 1975 | loss: 0.03098 | val_loss: 0.0313652 | Time: 2684.54 ms
[2021-01-21 23:23:18 main:574] : INFO : Epoch 1976 | loss: 0.0309677 | val_loss: 0.0313189 | Time: 2623.51 ms
[2021-01-21 23:23:21 main:574] : INFO : Epoch 1977 | loss: 0.0309698 | val_loss: 0.0313211 | Time: 2591.98 ms
[2021-01-21 23:23:23 main:574] : INFO : Epoch 1978 | loss: 0.0309699 | val_loss: 0.0313242 | Time: 2584.8 ms
[2021-01-21 23:23:26 main:574] : INFO : Epoch 1979 | loss: 0.0309741 | val_loss: 0.031319 | Time: 2675.88 ms
[2021-01-21 23:23:29 main:574] : INFO : Epoch 1980 | loss: 0.0309744 | val_loss: 0.0313634 | Time: 2717.96 ms
[2021-01-21 23:23:32 main:574] : INFO : Epoch 1981 | loss: 0.0309917 | val_loss: 0.0312963 | Time: 2761.89 ms
[2021-01-21 23:23:34 main:574] : INFO : Epoch 1982 | loss: 0.0309735 | val_loss: 0.0313024 | Time: 2592.76 ms
[2021-01-21 23:23:37 main:574] : INFO : Epoch 1983 | loss: 0.030972 | val_loss: 0.0313193 | Time: 2740.39 ms
[2021-01-21 23:23:40 main:574] : INFO : Epoch 1984 | loss: 0.0309655 | val_loss: 0.0313236 | Time: 2585.4 ms
[2021-01-21 23:23:42 main:574] : INFO : Epoch 1985 | loss: 0.0309668 | val_loss: 0.0313314 | Time: 2496.26 ms
[2021-01-21 23:23:45 main:574] : INFO : Epoch 1986 | loss: 0.0309824 | val_loss: 0.0313391 | Time: 2602.56 ms
[2021-01-21 23:23:48 main:574] : INFO : Epoch 1987 | loss: 0.0309866 | val_loss: 0.0313262 | Time: 2616.95 ms
[2021-01-21 23:23:50 main:574] : INFO : Epoch 1988 | loss: 0.0309775 | val_loss: 0.0313073 | Time: 2608.96 ms
[2021-01-21 23:23:53 main:574] : INFO : Epoch 1989 | loss: 0.0309691 | val_loss: 0.0313125 | Time: 2632.29 ms
[2021-01-21 23:23:56 main:574] : INFO : Epoch 1990 | loss: 0.0309759 | val_loss: 0.0313272 | Time: 2523.01 ms
[2021-01-21 23:23:58 main:574] : INFO : Epoch 1991 | loss: 0.0309857 | val_loss: 0.0313467 | Time: 2605.01 ms
[2021-01-21 23:24:01 main:574] : INFO : Epoch 1992 | loss: 0.0309756 | val_loss: 0.0312874 | Time: 2521.47 ms
[2021-01-21 23:24:04 main:574] : INFO : Epoch 1993 | loss: 0.0309792 | val_loss: 0.0313139 | Time: 2632.48 ms
[2021-01-21 23:24:06 main:574] : INFO : Epoch 1994 | loss: 0.0309712 | val_loss: 0.0313339 | Time: 2650.61 ms
[2021-01-21 23:24:09 main:574] : INFO : Epoch 1995 | loss: 0.0309678 | val_loss: 0.0313437 | Time: 2534.61 ms
[2021-01-21 23:24:12 main:574] : INFO : Epoch 1996 | loss: 0.0309716 | val_loss: 0.0313618 | Time: 2677.78 ms
[2021-01-21 23:24:14 main:574] : INFO : Epoch 1997 | loss: 0.0309714 | val_loss: 0.0313377 | Time: 2600.97 ms
[2021-01-21 23:24:17 main:574] : INFO : Epoch 1998 | loss: 0.0309735 | val_loss: 0.0313141 | Time: 2670.94 ms
[2021-01-21 23:24:20 main:574] : INFO : Epoch 1999 | loss: 0.0309765 | val_loss: 0.0313279 | Time: 2607.8 ms
[2021-01-21 23:24:22 main:574] : INFO : Epoch 2000 | loss: 0.0309657 | val_loss: 0.0313086 | Time: 2557.56 ms
[2021-01-21 23:24:25 main:574] : INFO : Epoch 2001 | loss: 0.030972 | val_loss: 0.0313408 | Time: 2659.06 ms
[2021-01-21 23:24:28 main:574] : INFO : Epoch 2002 | loss: 0.0309749 | val_loss: 0.0313478 | Time: 2719.14 ms
[2021-01-21 23:24:31 main:574] : INFO : Epoch 2003 | loss: 0.0309666 | val_loss: 0.031353 | Time: 2623 ms
[2021-01-21 23:24:34 main:574] : INFO : Epoch 2004 | loss: 0.0309637 | val_loss: 0.0313469 | Time: 2607.48 ms
[2021-01-21 23:24:36 main:574] : INFO : Epoch 2005 | loss: 0.0309702 | val_loss: 0.0313542 | Time: 2683.02 ms
[2021-01-21 23:24:39 main:574] : INFO : Epoch 2006 | loss: 0.0309783 | val_loss: 0.031326 | Time: 2533.52 ms
[2021-01-21 23:24:41 main:574] : INFO : Epoch 2007 | loss: 0.0309706 | val_loss: 0.0313069 | Time: 2563.89 ms
[2021-01-21 23:24:44 main:574] : INFO : Epoch 2008 | loss: 0.0309765 | val_loss: 0.0313314 | Time: 2569.1 ms
[2021-01-21 23:24:47 main:574] : INFO : Epoch 2009 | loss: 0.0309707 | val_loss: 0.0313259 | Time: 2709.5 ms
[2021-01-21 23:24:50 main:574] : INFO : Epoch 2010 | loss: 0.0309733 | val_loss: 0.0313166 | Time: 2603.73 ms
[2021-01-21 23:24:52 main:574] : INFO : Epoch 2011 | loss: 0.0309715 | val_loss: 0.031341 | Time: 2560.79 ms
[2021-01-21 23:24:55 main:574] : INFO : Epoch 2012 | loss: 0.0309755 | val_loss: 0.0313258 | Time: 2610.72 ms
[2021-01-21 23:24:58 main:574] : INFO : Epoch 2013 | loss: 0.0309757 | val_loss: 0.0312914 | Time: 2577.57 ms
[2021-01-21 23:25:00 main:574] : INFO : Epoch 2014 | loss: 0.0309829 | val_loss: 0.0313026 | Time: 2640.12 ms
[2021-01-21 23:25:03 main:574] : INFO : Epoch 2015 | loss: 0.0309837 | val_loss: 0.0312936 | Time: 2695.52 ms
[2021-01-21 23:25:06 main:574] : INFO : Epoch 2016 | loss: 0.0309837 | val_loss: 0.0313452 | Time: 2597.77 ms
[2021-01-21 23:25:08 main:574] : INFO : Epoch 2017 | loss: 0.0309836 | val_loss: 0.0313439 | Time: 2549.27 ms
[2021-01-21 23:25:11 main:574] : INFO : Epoch 2018 | loss: 0.0309744 | val_loss: 0.0313277 | Time: 2669.12 ms
[2021-01-21 23:25:14 main:574] : INFO : Epoch 2019 | loss: 0.0309714 | val_loss: 0.0312788 | Time: 2669.3 ms
[2021-01-21 23:25:16 main:574] : INFO : Epoch 2020 | loss: 0.0309783 | val_loss: 0.0313167 | Time: 2619.04 ms
[2021-01-21 23:25:19 main:574] : INFO : Epoch 2021 | loss: 0.0309862 | val_loss: 0.0313122 | Time: 2527.36 ms
[2021-01-21 23:25:22 main:574] : INFO : Epoch 2022 | loss: 0.03098 | val_loss: 0.0313084 | Time: 2613.4 ms
[2021-01-21 23:25:24 main:574] : INFO : Epoch 2023 | loss: 0.0309842 | val_loss: 0.0313253 | Time: 2601.85 ms
[2021-01-21 23:25:27 main:574] : INFO : Epoch 2024 | loss: 0.0309862 | val_loss: 0.0313041 | Time: 2737.96 ms
[2021-01-21 23:25:30 main:574] : INFO : Epoch 2025 | loss: 0.0309749 | val_loss: 0.0313164 | Time: 2680.01 ms
[2021-01-21 23:25:33 main:574] : INFO : Epoch 2026 | loss: 0.030976 | val_loss: 0.0313321 | Time: 2698.63 ms
[2021-01-21 23:25:35 main:574] : INFO : Epoch 2027 | loss: 0.0309794 | val_loss: 0.0313361 | Time: 2550.85 ms
[2021-01-21 23:25:38 main:574] : INFO : Epoch 2028 | loss: 0.0309662 | val_loss: 0.0313262 | Time: 2585.47 ms
[2021-01-21 23:25:41 main:574] : INFO : Epoch 2029 | loss: 0.0309674 | val_loss: 0.0313178 | Time: 2743.73 ms
[2021-01-21 23:25:44 main:574] : INFO : Epoch 2030 | loss: 0.0309696 | val_loss: 0.03135 | Time: 2677.61 ms
[2021-01-21 23:25:46 main:574] : INFO : Epoch 2031 | loss: 0.0309733 | val_loss: 0.0312996 | Time: 2556.29 ms
[2021-01-21 23:25:49 main:574] : INFO : Epoch 2032 | loss: 0.0309837 | val_loss: 0.0313023 | Time: 2798.98 ms
[2021-01-21 23:25:52 main:574] : INFO : Epoch 2033 | loss: 0.0309814 | val_loss: 0.0312829 | Time: 2500.58 ms
[2021-01-21 23:25:55 main:574] : INFO : Epoch 2034 | loss: 0.0309819 | val_loss: 0.0312955 | Time: 2699.41 ms
[2021-01-21 23:25:57 main:574] : INFO : Epoch 2035 | loss: 0.0309797 | val_loss: 0.0313335 | Time: 2650.91 ms
[2021-01-21 23:26:00 main:574] : INFO : Epoch 2036 | loss: 0.0309734 | val_loss: 0.0313138 | Time: 2592.95 ms
[2021-01-21 23:26:03 main:574] : INFO : Epoch 2037 | loss: 0.0309695 | val_loss: 0.0313255 | Time: 2663.49 ms
[2021-01-21 23:26:05 main:574] : INFO : Epoch 2038 | loss: 0.0309754 | val_loss: 0.0313477 | Time: 2581.38 ms
[2021-01-21 23:26:08 main:574] : INFO : Epoch 2039 | loss: 0.0309893 | val_loss: 0.0312388 | Time: 2560.22 ms
[2021-01-21 23:26:11 main:574] : INFO : Epoch 2040 | loss: 0.0310646 | val_loss: 0.0313486 | Time: 2626.21 ms
[2021-01-21 23:26:13 main:574] : INFO : Epoch 2041 | loss: 0.0320407 | val_loss: 0.0369381 | Time: 2572.87 ms
[2021-01-21 23:26:16 main:574] : INFO : Epoch 2042 | loss: 0.0394321 | val_loss: 0.0325339 | Time: 2536.46 ms
[2021-01-21 23:26:19 main:574] : INFO : Epoch 2043 | loss: 0.0323305 | val_loss: 0.0316335 | Time: 2727.69 ms
[2021-01-21 23:26:21 main:574] : INFO : Epoch 2044 | loss: 0.0348348 | val_loss: 0.05833 | Time: 2645.66 ms
[2021-01-21 23:26:24 main:574] : INFO : Epoch 2045 | loss: 0.0360328 | val_loss: 0.0318991 | Time: 2677.83 ms
[2021-01-21 23:26:27 main:574] : INFO : Epoch 2046 | loss: 0.032218 | val_loss: 0.0317252 | Time: 2578.51 ms
[2021-01-21 23:26:30 main:574] : INFO : Epoch 2047 | loss: 0.0313751 | val_loss: 0.0313135 | Time: 2772.62 ms
[2021-01-21 23:26:32 main:574] : INFO : Epoch 2048 | loss: 0.0312764 | val_loss: 0.0312655 | Time: 2519.56 ms
[2021-01-21 23:26:32 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312655
[2021-01-21 23:26:32 main:603] : INFO : Saving end state to config to file
[2021-01-21 23:26:32 main:608] : INFO : Success, exiting..
23:26:32 (1552): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)