Task 7747446
| Name | ParityModified-1631734844-17821-1_3 |
| Workunit | 5203812 |
| Created | 1 Oct 2021, 19:44:52 UTC |
| Sent | 2 Oct 2021, 15:52:27 UTC |
| Report deadline | 9 Oct 2021, 15:52:27 UTC |
| Received | 3 Oct 2021, 10:04:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 28 min 3 sec |
| CPU time | 1 hours 25 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :23 main:574] : INFO : Epoch 1542 | loss: 0.0309692 | val_loss: 0.0313316 | Time: 2730.77 ms [2021-10-02 18:58:26 main:574] : INFO : Epoch 1543 | loss: 0.0309681 | val_loss: 0.0313131 | Time: 2685.49 ms [2021-10-02 18:58:29 main:574] : INFO : Epoch 1544 | loss: 0.0309771 | val_loss: 0.0313207 | Time: 2691.46 ms [2021-10-02 18:58:31 main:574] : INFO : Epoch 1545 | loss: 0.0309758 | val_loss: 0.0313136 | Time: 2622.01 ms [2021-10-02 18:58:34 main:574] : INFO : Epoch 1546 | loss: 0.0309792 | val_loss: 0.0313071 | Time: 2605 ms [2021-10-02 18:58:37 main:574] : INFO : Epoch 1547 | loss: 0.0309774 | val_loss: 0.0313269 | Time: 2728.79 ms [2021-10-02 18:58:39 main:574] : INFO : Epoch 1548 | loss: 0.0309795 | val_loss: 0.0313113 | Time: 2701.99 ms [2021-10-02 18:58:42 main:574] : INFO : Epoch 1549 | loss: 0.030982 | val_loss: 0.0313035 | Time: 2615.23 ms [2021-10-02 18:58:45 main:574] : INFO : Epoch 1550 | loss: 0.0309754 | val_loss: 0.0313303 | Time: 2721.46 ms [2021-10-02 18:58:48 main:574] : INFO : Epoch 1551 | loss: 0.0309754 | val_loss: 0.0313083 | Time: 2759.38 ms [2021-10-02 18:58:50 main:574] : INFO : Epoch 1552 | loss: 0.0309723 | val_loss: 0.0313778 | Time: 2698.59 ms [2021-10-02 18:58:53 main:574] : INFO : Epoch 1553 | loss: 0.0309731 | val_loss: 0.0313493 | Time: 2726.57 ms [2021-10-02 18:58:56 main:574] : INFO : Epoch 1554 | loss: 0.0309736 | val_loss: 0.031322 | Time: 2720.02 ms [2021-10-02 18:58:58 main:574] : INFO : Epoch 1555 | loss: 0.0309764 | val_loss: 0.0313324 | Time: 2699.1 ms [2021-10-02 18:59:01 main:574] : INFO : Epoch 1556 | loss: 0.030973 | val_loss: 0.0313275 | Time: 2584.71 ms [2021-10-02 18:59:04 main:574] : INFO : Epoch 1557 | loss: 0.0309722 | val_loss: 0.0313222 | Time: 2886.84 ms [2021-10-02 18:59:07 main:574] : INFO : Epoch 1558 | loss: 0.0309756 | val_loss: 0.0313172 | Time: 2674.66 ms [2021-10-02 18:59:10 main:574] : INFO : Epoch 1559 | loss: 0.0309792 | val_loss: 0.0313188 | Time: 2700.62 ms [2021-10-02 18:59:12 main:574] : INFO : Epoch 1560 | loss: 0.030969 | val_loss: 0.031325 | Time: 2743.25 ms [2021-10-02 18:59:15 main:574] : INFO : Epoch 1561 | loss: 0.0309771 | val_loss: 0.0313275 | Time: 2836.9 ms [2021-10-02 18:59:18 main:574] : INFO : Epoch 1562 | loss: 0.0309708 | val_loss: 0.0313341 | Time: 2749.32 ms [2021-10-02 18:59:21 main:574] : INFO : Epoch 1563 | loss: 0.0309797 | val_loss: 0.031298 | Time: 2722.24 ms [2021-10-02 18:59:24 main:574] : INFO : Epoch 1564 | loss: 0.030973 | val_loss: 0.0313182 | Time: 2981.94 ms [2021-10-02 18:59:26 main:574] : INFO : Epoch 1565 | loss: 0.0309691 | val_loss: 0.0313299 | Time: 2656.1 ms [2021-10-02 18:59:29 main:574] : INFO : Epoch 1566 | loss: 0.030966 | val_loss: 0.0313284 | Time: 2625.33 ms [2021-10-02 18:59:32 main:574] : INFO : Epoch 1567 | loss: 0.0309681 | val_loss: 0.0312943 | Time: 2775.72 ms [2021-10-02 18:59:34 main:574] : INFO : Epoch 1568 | loss: 0.0309759 | val_loss: 0.0313091 | Time: 2620.78 ms [2021-10-02 18:59:37 main:574] : INFO : Epoch 1569 | loss: 0.0309773 | val_loss: 0.0313388 | Time: 2646.07 ms [2021-10-02 18:59:40 main:574] : INFO : Epoch 1570 | loss: 0.0309792 | val_loss: 0.0313074 | Time: 2780.88 ms [2021-10-02 18:59:43 main:574] : INFO : Epoch 1571 | loss: 0.0309699 | val_loss: 0.0313346 | Time: 2773.41 ms [2021-10-02 18:59:45 main:574] : INFO : Epoch 1572 | loss: 0.0309694 | val_loss: 0.0313421 | Time: 2752.57 ms [2021-10-02 18:59:48 main:574] : INFO : Epoch 1573 | loss: 0.0309749 | val_loss: 0.0313194 | Time: 2683.16 ms [2021-10-02 18:59:51 main:574] : INFO : Epoch 1574 | loss: 0.0309855 | val_loss: 0.0313406 | Time: 2814.01 ms [2021-10-02 18:59:54 main:574] : INFO : Epoch 1575 | loss: 0.0309763 | val_loss: 0.0313515 | Time: 2620.93 ms [2021-10-02 18:59:56 main:574] : INFO : Epoch 1576 | loss: 0.0309798 | val_loss: 0.0313059 | Time: 2565.37 ms [2021-10-02 18:59:59 main:574] : INFO : Epoch 1577 | loss: 0.030984 | val_loss: 0.0313196 | Time: 2757.13 ms [2021-10-02 19:00:02 main:574] : INFO : Epoch 1578 | loss: 0.0309827 | val_loss: 0.0313063 | Time: 2708.72 ms [2021-10-02 19:00:04 main:574] : INFO : Epoch 1579 | loss: 0.0309839 | val_loss: 0.0313207 | Time: 2632 ms [2021-10-02 19:00:07 main:574] : INFO : Epoch 1580 | loss: 0.0309777 | val_loss: 0.0312778 | Time: 2789.03 ms [2021-10-02 19:00:10 main:574] : INFO : Epoch 1581 | loss: 0.030982 | val_loss: 0.0313362 | Time: 2479.68 ms [2021-10-02 19:00:12 main:574] : INFO : Epoch 1582 | loss: 0.0309767 | val_loss: 0.0313039 | Time: 2331.7 ms [2021-10-02 19:00:14 main:574] : INFO : Epoch 1583 | loss: 0.0309841 | val_loss: 0.0313002 | Time: 2348.37 ms [2021-10-02 19:00:17 main:574] : INFO : Epoch 1584 | loss: 0.0309742 | val_loss: 0.0313243 | Time: 2618.48 ms [2021-10-02 19:00:20 main:574] : INFO : Epoch 1585 | loss: 0.0309727 | val_loss: 0.0313279 | Time: 2651.66 ms [2021-10-02 19:00:22 main:574] : INFO : Epoch 1586 | loss: 0.0309654 | val_loss: 0.0313169 | Time: 2691.01 ms [2021-10-02 19:00:25 main:574] : INFO : Epoch 1587 | loss: 0.0309682 | val_loss: 0.0313135 | Time: 2646.28 ms [2021-10-02 19:00:28 main:574] : INFO : Epoch 1588 | loss: 0.0309798 | val_loss: 0.0313035 | Time: 2756.49 ms [2021-10-02 19:00:30 main:574] : INFO : Epoch 1589 | loss: 0.0309796 | val_loss: 0.0312765 | Time: 2695.79 ms [2021-10-02 19:00:33 main:574] : INFO : Epoch 1590 | loss: 0.0309903 | val_loss: 0.0313449 | Time: 2469.84 ms [2021-10-02 19:00:35 main:574] : INFO : Epoch 1591 | loss: 0.0309717 | val_loss: 0.0313243 | Time: 2399.77 ms [2021-10-02 19:00:38 main:574] : INFO : Epoch 1592 | loss: 0.0309669 | val_loss: 0.0313508 | Time: 2800.4 ms [2021-10-02 19:00:41 main:574] : INFO : Epoch 1593 | loss: 0.0309682 | val_loss: 0.031333 | Time: 3329.25 ms [2021-10-02 19:00:45 main:574] : INFO : Epoch 1594 | loss: 0.0309665 | val_loss: 0.0313244 | Time: 3111.11 ms [2021-10-02 19:00:48 main:574] : INFO : Epoch 1595 | loss: 0.030971 | val_loss: 0.0312933 | Time: 3061.17 ms [2021-10-02 19:00:51 main:574] : INFO : Epoch 1596 | loss: 0.0309758 | val_loss: 0.0313616 | Time: 2879.45 ms [2021-10-02 19:00:53 main:574] : INFO : Epoch 1597 | loss: 0.0309728 | val_loss: 0.0313383 | Time: 2867.93 ms [2021-10-02 19:00:56 main:574] : INFO : Epoch 1598 | loss: 0.030967 | val_loss: 0.0313133 | Time: 2841.31 ms [2021-10-02 19:00:59 main:574] : INFO : Epoch 1599 | loss: 0.030973 | val_loss: 0.0313378 | Time: 2956.84 ms [2021-10-02 19:01:02 main:574] : INFO : Epoch 1600 | loss: 0.0309738 | val_loss: 0.0313299 | Time: 2774.27 ms [2021-10-02 19:01:05 main:574] : INFO : Epoch 1601 | loss: 0.0309676 | val_loss: 0.0313194 | Time: 3101.43 ms [2021-10-02 19:01:08 main:574] : INFO : Epoch 1602 | loss: 0.0309712 | val_loss: 0.0313389 | Time: 3026.51 ms [2021-10-02 19:01:12 main:574] : INFO : Epoch 1603 | loss: 0.0309711 | val_loss: 0.0313316 | Time: 3539.51 ms [2021-10-02 19:01:15 main:574] : INFO : Epoch 1604 | loss: 0.0309707 | val_loss: 0.0313194 | Time: 2862.24 ms [2021-10-02 19:01:18 main:574] : INFO : Epoch 1605 | loss: 0.0309684 | val_loss: 0.0313262 | Time: 3033.37 ms [2021-10-02 19:01:20 main:574] : INFO : Epoch 1606 | loss: 0.030965 | val_loss: 0.0313365 | Time: 2741.58 ms [2021-10-02 19:01:23 main:574] : INFO : Epoch 1607 | loss: 0.0309721 | val_loss: 0.0313113 | Time: 2604.45 ms [2021-10-02 19:01:26 main:574] : INFO : Epoch 1608 | loss: 0.0309755 | val_loss: 0.0313274 | Time: 2654.58 ms [2021-10-02 19:01:29 main:574] : INFO : Epoch 1609 | loss: 0.030973 | val_loss: 0.0312927 | Time: 2812.35 ms [2021-10-02 19:01:31 main:574] : INFO : Epoch 1610 | loss: 0.0309713 | val_loss: 0.0313228 | Time: 2647.57 ms [2021-10-02 19:01:34 main:574] : INFO : Epoch 1611 | loss: 0.03097 | val_loss: 0.0313221 | Time: 2620.3 ms [2021-10-02 19:01:37 main:574] : INFO : Epoch 1612 | loss: 0.0309777 | val_loss: 0.0313332 | Time: 2929.11 ms [2021-10-02 19:01:40 main:574] : INFO : Epoch 1613 | loss: 0.0309878 | val_loss: 0.0313199 | Time: 3016.2 ms [2021-10-02 19:01:43 main:574] : INFO : Epoch 1614 | loss: 0.0309765 | val_loss: 0.0313474 | Time: 2723.06 ms [2021-10-02 19:01:45 main:574] : INFO : Epoch 1615 | loss: 0.0309693 | val_loss: 0.0313097 | Time: 2681.64 ms [2021-10-02 19:01:48 main:574] : INFO : Epoch 1616 | loss: 0.0309783 | val_loss: 0.0313452 | Time: 2584.86 ms [2021-10-02 19:01:50 main:574] : INFO : Epoch 1617 | loss: 0.0309679 | val_loss: 0.0313555 | Time: 2579.56 ms [2021-10-02 19:01:53 main:574] : INFO : Epoch 1618 | loss: 0.0309699 | val_loss: 0.0313137 | Time: 2738.89 ms [2021-10-02 19:01:56 main:574] : INFO : Epoch 1619 | loss: 0.0309783 | val_loss: 0.0312809 | Time: 2833.1 ms [2021-10-02 19:01:59 main:574] : INFO : Epoch 1620 | loss: 0.0309912 | val_loss: 0.0313356 | Time: 2772.23 ms [2021-10-02 19:02:01 main:574] : INFO : Epoch 1621 | loss: 0.0309772 | val_loss: 0.0313238 | Time: 2676.54 ms [2021-10-02 19:02:04 main:574] : INFO : Epoch 1622 | loss: 0.0309852 | val_loss: 0.0313443 | Time: 2828.71 ms [2021-10-02 19:02:07 main:574] : INFO : Epoch 1623 | loss: 0.0309756 | val_loss: 0.0313337 | Time: 2628.55 ms [2021-10-02 19:02:10 main:574] : INFO : Epoch 1624 | loss: 0.0309773 | val_loss: 0.0313066 | Time: 2678.98 ms [2021-10-02 19:02:12 main:574] : INFO : Epoch 1625 | loss: 0.0309818 | val_loss: 0.0313248 | Time: 2704.43 ms [2021-10-02 19:02:15 main:574] : INFO : Epoch 1626 | loss: 0.0309772 | val_loss: 0.0313074 | Time: 2603.3 ms [2021-10-02 19:02:17 main:574] : INFO : Epoch 1627 | loss: 0.0309747 | val_loss: 0.0313535 | Time: 2532.34 ms [2021-10-02 19:02:20 main:574] : INFO : Epoch 1628 | loss: 0.0309732 | val_loss: 0.0313197 | Time: 2665.98 ms [2021-10-02 19:02:23 main:574] : INFO : Epoch 1629 | loss: 0.0309753 | val_loss: 0.0313237 | Time: 2770.95 ms [2021-10-02 19:02:26 main:574] : INFO : Epoch 1630 | loss: 0.0309806 | val_loss: 0.0313038 | Time: 2659.18 ms [2021-10-02 19:02:28 main:574] : INFO : Epoch 1631 | loss: 0.0309792 | val_loss: 0.0313271 | Time: 2653.94 ms [2021-10-02 19:02:31 main:574] : INFO : Epoch 1632 | loss: 0.030978 | val_loss: 0.0313275 | Time: 2708.05 ms [2021-10-02 19:02:34 main:574] : INFO : Epoch 1633 | loss: 0.0309813 | val_loss: 0.0313099 | Time: 2660.21 ms [2021-10-02 19:02:36 main:574] : INFO : Epoch 1634 | loss: 0.0309716 | val_loss: 0.0313242 | Time: 2687.58 ms [2021-10-02 19:02:39 main:574] : INFO : Epoch 1635 | loss: 0.0309743 | val_loss: 0.0313028 | Time: 3037.28 ms [2021-10-02 19:02:42 main:574] : INFO : Epoch 1636 | loss: 0.0309799 | val_loss: 0.0313533 | Time: 2539.67 ms [2021-10-02 19:02:44 main:574] : INFO : Epoch 1637 | loss: 0.0309748 | val_loss: 0.0313119 | Time: 2520.97 ms [2021-10-02 19:02:47 main:574] : INFO : Epoch 1638 | loss: 0.0309764 | val_loss: 0.0313117 | Time: 2669.81 ms [2021-10-02 19:02:50 main:574] : INFO : Epoch 1639 | loss: 0.0309842 | val_loss: 0.0313337 | Time: 3024.5 ms [2021-10-02 19:02:53 main:574] : INFO : Epoch 1640 | loss: 0.0309776 | val_loss: 0.0312985 | Time: 2953.04 ms [2021-10-02 19:02:56 main:574] : INFO : Epoch 1641 | loss: 0.0309758 | val_loss: 0.0313224 | Time: 2676.09 ms [2021-10-02 19:02:59 main:574] : INFO : Epoch 1642 | loss: 0.0309767 | val_loss: 0.031342 | Time: 2720.19 ms [2021-10-02 19:03:01 main:574] : INFO : Epoch 1643 | loss: 0.0309711 | val_loss: 0.0313124 | Time: 2646.29 ms [2021-10-02 19:03:04 main:574] : INFO : Epoch 1644 | loss: 0.0309807 | val_loss: 0.0313587 | Time: 2667.66 ms [2021-10-02 19:03:06 main:574] : INFO : Epoch 1645 | loss: 0.030973 | val_loss: 0.0313394 | Time: 2603.49 ms [2021-10-02 19:03:09 main:574] : INFO : Epoch 1646 | loss: 0.030974 | val_loss: 0.0313256 | Time: 2622.09 ms [2021-10-02 19:03:12 main:574] : INFO : Epoch 1647 | loss: 0.0309778 | val_loss: 0.0313061 | Time: 2630.07 ms [2021-10-02 19:03:14 main:574] : INFO : Epoch 1648 | loss: 0.0309797 | val_loss: 0.031332 | Time: 2613.7 ms [2021-10-02 19:03:17 main:574] : INFO : Epoch 1649 | loss: 0.0309712 | val_loss: 0.0313032 | Time: 2818.61 ms [2021-10-02 19:03:20 main:574] : INFO : Epoch 1650 | loss: 0.0309789 | val_loss: 0.031339 | Time: 2602.71 ms [2021-10-02 19:03:23 main:574] : INFO : Epoch 1651 | loss: 0.0309764 | val_loss: 0.0312989 | Time: 2695.9 ms [2021-10-02 19:03:25 main:574] : INFO : Epoch 1652 | loss: 0.030971 | val_loss: 0.0313255 | Time: 2705.42 ms [2021-10-02 19:03:28 main:574] : INFO : Epoch 1653 | loss: 0.030983 | val_loss: 0.0313064 | Time: 2640.1 ms [2021-10-02 19:03:31 main:574] : INFO : Epoch 1654 | loss: 0.0309743 | val_loss: 0.0313518 | Time: 2676.93 ms [2021-10-02 19:03:33 main:574] : INFO : Epoch 1655 | loss: 0.0309814 | val_loss: 0.0313327 | Time: 2627.06 ms [2021-10-02 19:03:36 main:574] : INFO : Epoch 1656 | loss: 0.0309928 | val_loss: 0.0313096 | Time: 2664.32 ms [2021-10-02 19:03:38 main:574] : INFO : Epoch 1657 | loss: 0.0309787 | val_loss: 0.0313271 | Time: 2620.04 ms [2021-10-02 19:03:41 main:574] : INFO : Epoch 1658 | loss: 0.0309666 | val_loss: 0.0313189 | Time: 2599.19 ms [2021-10-02 19:03:44 main:574] : INFO : Epoch 1659 | loss: 0.0309713 | val_loss: 0.031311 | Time: 2670.9 ms [2021-10-02 19:03:46 main:574] : INFO : Epoch 1660 | loss: 0.0309823 | val_loss: 0.0313374 | Time: 2647.73 ms [2021-10-02 19:03:49 main:574] : INFO : Epoch 1661 | loss: 0.0309721 | val_loss: 0.0313335 | Time: 2687.05 ms [2021-10-02 19:03:52 main:574] : INFO : Epoch 1662 | loss: 0.0309828 | val_loss: 0.0313524 | Time: 2671.88 ms [2021-10-02 19:03:54 main:574] : INFO : Epoch 1663 | loss: 0.0309786 | val_loss: 0.0313335 | Time: 2604.24 ms [2021-10-02 19:03:57 main:574] : INFO : Epoch 1664 | loss: 0.0309889 | val_loss: 0.0313426 | Time: 2663.06 ms [2021-10-02 19:04:00 main:574] : INFO : Epoch 1665 | loss: 0.0309721 | val_loss: 0.0313262 | Time: 2658.46 ms [2021-10-02 19:04:02 main:574] : INFO : Epoch 1666 | loss: 0.030968 | val_loss: 0.0313169 | Time: 2611.76 ms [2021-10-02 19:04:05 main:574] : INFO : Epoch 1667 | loss: 0.0309764 | val_loss: 0.0313379 | Time: 2722.09 ms [2021-10-02 19:04:08 main:574] : INFO : Epoch 1668 | loss: 0.0309805 | val_loss: 0.031321 | Time: 2834.89 ms [2021-10-02 19:04:10 main:574] : INFO : Epoch 1669 | loss: 0.0309836 | val_loss: 0.0313198 | Time: 2437.4 ms [2021-10-02 19:04:13 main:574] : INFO : Epoch 1670 | loss: 0.0309784 | val_loss: 0.0313316 | Time: 2251.85 ms [2021-10-02 19:04:15 main:574] : INFO : Epoch 1671 | loss: 0.0309751 | val_loss: 0.03132 | Time: 2295.66 ms [2021-10-02 19:04:17 main:574] : INFO : Epoch 1672 | loss: 0.0309692 | val_loss: 0.031338 | Time: 2306.7 ms [2021-10-02 19:04:20 main:574] : INFO : Epoch 1673 | loss: 0.030967 | val_loss: 0.0313109 | Time: 2379.58 ms [2021-10-02 19:04:22 main:574] : INFO : Epoch 1674 | loss: 0.0309721 | val_loss: 0.0313337 | Time: 2681.77 ms [2021-10-02 19:04:25 main:574] : INFO : Epoch 1675 | loss: 0.0309758 | val_loss: 0.0313293 | Time: 2839.86 ms [2021-10-02 19:04:28 main:574] : INFO : Epoch 1676 | loss: 0.0309725 | val_loss: 0.0313481 | Time: 2583.24 ms [2021-10-02 19:04:31 main:574] : INFO : Epoch 1677 | loss: 0.0309714 | val_loss: 0.0313148 | Time: 2751.16 ms [2021-10-02 19:04:33 main:574] : INFO : Epoch 1678 | loss: 0.0309805 | val_loss: 0.0313204 | Time: 2611.23 ms [2021-10-02 19:04:36 main:574] : INFO : Epoch 1679 | loss: 0.0309807 | val_loss: 0.0313078 | Time: 2662.63 ms [2021-10-02 19:04:39 main:574] : INFO : Epoch 1680 | loss: 0.0309791 | val_loss: 0.0313238 | Time: 2733.66 ms [2021-10-02 19:04:41 main:574] : INFO : Epoch 1681 | loss: 0.0309736 | val_loss: 0.0313188 | Time: 2551.27 ms [2021-10-02 19:04:44 main:574] : INFO : Epoch 1682 | loss: 0.0309739 | val_loss: 0.031303 | Time: 2704.17 ms [2021-10-02 19:04:47 main:574] : INFO : Epoch 1683 | loss: 0.0309682 | val_loss: 0.0313296 | Time: 2727.26 ms [2021-10-02 19:04:49 main:574] : INFO : Epoch 1684 | loss: 0.0309625 | val_loss: 0.0313287 | Time: 2752.63 ms [2021-10-02 19:04:52 main:574] : INFO : Epoch 1685 | loss: 0.0309681 | val_loss: 0.031332 | Time: 2953.68 ms [2021-10-02 19:04:55 main:574] : INFO : Epoch 1686 | loss: 0.030969 | val_loss: 0.0313497 | Time: 2962.24 ms [2021-10-02 19:04:58 main:574] : INFO : Epoch 1687 | loss: 0.0309836 | val_loss: 0.0313017 | Time: 2862.13 ms [2021-10-02 19:05:01 main:574] : INFO : Epoch 1688 | loss: 0.0309827 | val_loss: 0.0312986 | Time: 2879.56 ms [2021-10-02 19:05:04 main:574] : INFO : Epoch 1689 | loss: 0.030976 | val_loss: 0.0312931 | Time: 2810.47 ms [2021-10-02 19:05:07 main:574] : INFO : Epoch 1690 | loss: 0.0309748 | val_loss: 0.031346 | Time: 2808.91 ms [2021-10-02 19:05:10 main:574] : INFO : Epoch 1691 | loss: 0.0309719 | val_loss: 0.0313135 | Time: 2874.3 ms [2021-10-02 19:05:12 main:574] : INFO : Epoch 1692 | loss: 0.0309737 | val_loss: 0.0313337 | Time: 2839.61 ms [2021-10-02 19:05:15 main:574] : INFO : Epoch 1693 | loss: 0.0309758 | val_loss: 0.0313518 | Time: 2569.23 ms [2021-10-02 19:05:18 main:574] : INFO : Epoch 1694 | loss: 0.0309796 | val_loss: 0.031334 | Time: 2490.33 ms [2021-10-02 19:05:20 main:574] : INFO : Epoch 1695 | loss: 0.030977 | val_loss: 0.0313185 | Time: 2537.68 ms [2021-10-02 19:05:23 main:574] : INFO : Epoch 1696 | loss: 0.0309819 | val_loss: 0.0313388 | Time: 2439.92 ms [2021-10-02 19:05:25 main:574] : INFO : Epoch 1697 | loss: 0.0309906 | val_loss: 0.0312917 | Time: 2629.21 ms [2021-10-02 19:05:28 main:574] : INFO : Epoch 1698 | loss: 0.0309747 | val_loss: 0.031332 | Time: 2500.44 ms [2021-10-02 19:05:30 main:574] : INFO : Epoch 1699 | loss: 0.0309753 | val_loss: 0.0313331 | Time: 2414.92 ms [2021-10-02 19:05:33 main:574] : INFO : Epoch 1700 | loss: 0.0309662 | val_loss: 0.0313713 | Time: 2428.81 ms [2021-10-02 19:05:35 main:574] : INFO : Epoch 1701 | loss: 0.0309723 | val_loss: 0.0313031 | Time: 2539.18 ms [2021-10-02 19:05:37 main:574] : INFO : Epoch 1702 | loss: 0.0309793 | val_loss: 0.0313236 | Time: 2437.08 ms [2021-10-02 19:05:40 main:574] : INFO : Epoch 1703 | loss: 0.0309762 | val_loss: 0.0313457 | Time: 2401.11 ms [2021-10-02 19:05:42 main:574] : INFO : Epoch 1704 | loss: 0.0309745 | val_loss: 0.0313041 | Time: 2498.4 ms [2021-10-02 19:05:45 main:574] : INFO : Epoch 1705 | loss: 0.0309689 | val_loss: 0.0313159 | Time: 2565.05 ms [2021-10-02 19:05:47 main:574] : INFO : Epoch 1706 | loss: 0.030989 | val_loss: 0.0312846 | Time: 2464.86 ms [2021-10-02 19:05:50 main:574] : INFO : Epoch 1707 | loss: 0.0309853 | val_loss: 0.0313278 | Time: 2444.73 ms [2021-10-02 19:05:52 main:574] : INFO : Epoch 1708 | loss: 0.0309762 | val_loss: 0.0313084 | Time: 2460.04 ms [2021-10-02 19:05:55 main:574] : INFO : Epoch 1709 | loss: 0.0309799 | val_loss: 0.0313443 | Time: 2786.52 ms [2021-10-02 19:05:58 main:574] : INFO : Epoch 1710 | loss: 0.0309849 | val_loss: 0.0313025 | Time: 2567.8 ms [2021-10-02 19:06:00 main:574] : INFO : Epoch 1711 | loss: 0.0309773 | val_loss: 0.0313349 | Time: 2530.65 ms [2021-10-02 19:06:03 main:574] : INFO : Epoch 1712 | loss: 0.0309751 | val_loss: 0.0313544 | Time: 2540.37 ms [2021-10-02 19:06:05 main:574] : INFO : Epoch 1713 | loss: 0.030981 | val_loss: 0.0313131 | Time: 2607.58 ms [2021-10-02 19:06:08 main:574] : INFO : Epoch 1714 | loss: 0.0309858 | val_loss: 0.0313013 | Time: 2579.45 ms [2021-10-02 19:06:11 main:574] : INFO : Epoch 1715 | loss: 0.0309777 | val_loss: 0.031347 | Time: 2613.81 ms [2021-10-02 19:06:13 main:574] : INFO : Epoch 1716 | loss: 0.0309656 | val_loss: 0.031318 | Time: 2552.71 ms [2021-10-02 19:06:16 main:574] : INFO : Epoch 1717 | loss: 0.0309689 | val_loss: 0.031335 | Time: 2620.6 ms [2021-10-02 19:06:18 main:574] : INFO : Epoch 1718 | loss: 0.0309728 | val_loss: 0.0313287 | Time: 2540.52 ms [2021-10-02 19:06:21 main:574] : INFO : Epoch 1719 | loss: 0.0309712 | val_loss: 0.0313324 | Time: 2547.61 ms [2021-10-02 19:06:24 main:574] : INFO : Epoch 1720 | loss: 0.0309768 | val_loss: 0.0313071 | Time: 2614.7 ms [2021-10-02 19:06:26 main:574] : INFO : Epoch 1721 | loss: 0.0309761 | val_loss: 0.0313307 | Time: 2535.93 ms [2021-10-02 19:06:29 main:574] : INFO : Epoch 1722 | loss: 0.0309735 | val_loss: 0.0313054 | Time: 2485.38 ms [2021-10-02 19:06:31 main:574] : INFO : Epoch 1723 | loss: 0.0309704 | val_loss: 0.0312855 | Time: 2599.04 ms [2021-10-02 19:06:34 main:574] : INFO : Epoch 1724 | loss: 0.0309825 | val_loss: 0.0313279 | Time: 2542.94 ms [2021-10-02 19:06:36 main:574] : INFO : Epoch 1725 | loss: 0.0309803 | val_loss: 0.031312 | Time: 2568.33 ms [2021-10-02 19:06:39 main:574] : INFO : Epoch 1726 | loss: 0.0309781 | val_loss: 0.0313293 | Time: 2594.15 ms [2021-10-02 19:06:42 main:574] : INFO : Epoch 1727 | loss: 0.0309689 | val_loss: 0.0313481 | Time: 2656.05 ms [2021-10-02 19:06:44 main:574] : INFO : Epoch 1728 | loss: 0.0309695 | val_loss: 0.0313389 | Time: 2641.41 ms [2021-10-02 19:06:47 main:574] : INFO : Epoch 1729 | loss: 0.0309686 | val_loss: 0.0313427 | Time: 2617.74 ms [2021-10-02 19:06:49 main:574] : INFO : Epoch 1730 | loss: 0.0309772 | val_loss: 0.0313014 | Time: 2628.41 ms [2021-10-02 19:06:52 main:574] : INFO : Epoch 1731 | loss: 0.0309776 | val_loss: 0.0313112 | Time: 2543.72 ms [2021-10-02 19:06:55 main:574] : INFO : Epoch 1732 | loss: 0.0309704 | val_loss: 0.031312 | Time: 2536.92 ms [2021-10-02 19:06:57 main:574] : INFO : Epoch 1733 | loss: 0.0309766 | val_loss: 0.0313488 | Time: 2607.35 ms [2021-10-02 19:07:00 main:574] : INFO : Epoch 1734 | loss: 0.030973 | val_loss: 0.0313298 | Time: 2979.87 ms [2021-10-02 19:07:03 main:574] : INFO : Epoch 1735 | loss: 0.0309797 | val_loss: 0.0312947 | Time: 2983.06 ms [2021-10-02 19:07:06 main:574] : INFO : Epoch 1736 | loss: 0.0309809 | val_loss: 0.0313324 | Time: 3137.37 ms [2021-10-02 19:07:09 main:574] : INFO : Epoch 1737 | loss: 0.0309782 | val_loss: 0.0313242 | Time: 2625.17 ms [2021-10-02 19:07:12 main:574] : INFO : Epoch 1738 | loss: 0.0309747 | val_loss: 0.0313213 | Time: 2598.94 ms [2021-10-02 19:07:14 main:574] : INFO : Epoch 1739 | loss: 0.0309719 | val_loss: 0.0313431 | Time: 2654.3 ms [2021-10-02 19:07:17 main:574] : INFO : Epoch 1740 | loss: 0.0309739 | val_loss: 0.0313181 | Time: 2587.73 ms [2021-10-02 19:07:19 main:574] : INFO : Epoch 1741 | loss: 0.0309845 | val_loss: 0.0312941 | Time: 2553.44 ms [2021-10-02 19:07:22 main:574] : INFO : Epoch 1742 | loss: 0.0309758 | val_loss: 0.0313452 | Time: 2616.33 ms [2021-10-02 19:07:25 main:574] : INFO : Epoch 1743 | loss: 0.0309653 | val_loss: 0.0313202 | Time: 2611.81 ms [2021-10-02 19:07:27 main:574] : INFO : Epoch 1744 | loss: 0.0309673 | val_loss: 0.0313269 | Time: 2515.57 ms [2021-10-02 19:07:30 main:574] : INFO : Epoch 1745 | loss: 0.0309801 | val_loss: 0.0313156 | Time: 2608.32 ms [2021-10-02 19:07:32 main:574] : INFO : Epoch 1746 | loss: 0.0309797 | val_loss: 0.0312993 | Time: 2583.65 ms [2021-10-02 19:07:35 main:574] : INFO : Epoch 1747 | loss: 0.0309821 | val_loss: 0.0313442 | Time: 2604.13 ms [2021-10-02 19:07:38 main:574] : INFO : Epoch 1748 | loss: 0.0309795 | val_loss: 0.031322 | Time: 2647.32 ms [2021-10-02 19:07:40 main:574] : INFO : Epoch 1749 | loss: 0.0309699 | val_loss: 0.0313392 | Time: 2667.75 ms [2021-10-02 19:07:43 main:574] : INFO : Epoch 1750 | loss: 0.0309673 | val_loss: 0.0313599 | Time: 2607.82 ms [2021-10-02 19:07:46 main:574] : INFO : Epoch 1751 | loss: 0.0309735 | val_loss: 0.0313032 | Time: 2539.3 ms [2021-10-02 19:07:49 main:574] : INFO : Epoch 1752 | loss: 0.0309819 | val_loss: 0.0313357 | Time: 2943.31 ms [2021-10-02 19:07:51 main:574] : INFO : Epoch 1753 | loss: 0.0309737 | val_loss: 0.0313263 | Time: 2623.71 ms [2021-10-02 19:07:54 main:574] : INFO : Epoch 1754 | loss: 0.0309707 | val_loss: 0.0313137 | Time: 2505.39 ms [2021-10-02 19:07:56 main:574] : INFO : Epoch 1755 | loss: 0.030973 | val_loss: 0.0313619 | Time: 2686.11 ms [2021-10-02 19:07:59 main:574] : INFO : Epoch 1756 | loss: 0.0309679 | val_loss: 0.0313451 | Time: 2596.61 ms [2021-10-02 19:08:02 main:574] : INFO : Epoch 1757 | loss: 0.0309789 | val_loss: 0.0313379 | Time: 2555.96 ms [2021-10-02 19:08:04 main:574] : INFO : Epoch 1758 | loss: 0.0309724 | val_loss: 0.0313349 | Time: 2658.82 ms [2021-10-02 19:08:07 main:574] : INFO : Epoch 1759 | loss: 0.0309616 | val_loss: 0.031295 | Time: 2626.29 ms [2021-10-02 19:08:09 main:574] : INFO : Epoch 1760 | loss: 0.0309729 | val_loss: 0.0313164 | Time: 2638.06 ms [2021-10-02 19:08:12 main:574] : INFO : Epoch 1761 | loss: 0.0309741 | val_loss: 0.0313097 | Time: 2525.16 ms [2021-10-02 19:08:15 main:574] : INFO : Epoch 1762 | loss: 0.0309718 | val_loss: 0.0313294 | Time: 2688.65 ms [2021-10-02 19:08:17 main:574] : INFO : Epoch 1763 | loss: 0.0309795 | val_loss: 0.0313109 | Time: 2644.6 ms [2021-10-02 19:08:20 main:574] : INFO : Epoch 1764 | loss: 0.0309834 | val_loss: 0.031321 | Time: 2516.12 ms [2021-10-02 19:08:23 main:574] : INFO : Epoch 1765 | loss: 0.0309875 | val_loss: 0.0313259 | Time: 2667.98 ms [2021-10-02 19:08:25 main:574] : INFO : Epoch 1766 | loss: 0.0309872 | val_loss: 0.0313129 | Time: 2649.61 ms [2021-10-02 19:08:28 main:574] : INFO : Epoch 1767 | loss: 0.0309761 | val_loss: 0.0313387 | Time: 2643.19 ms [2021-10-02 19:08:30 main:574] : INFO : Epoch 1768 | loss: 0.0309698 | val_loss: 0.0313034 | Time: 2587.37 ms [2021-10-02 19:08:33 main:574] : INFO : Epoch 1769 | loss: 0.0309796 | val_loss: 0.0313204 | Time: 2645.87 ms [2021-10-02 19:08:36 main:574] : INFO : Epoch 1770 | loss: 0.0309754 | val_loss: 0.031321 | Time: 2570.27 ms [2021-10-02 19:08:38 main:574] : INFO : Epoch 1771 | loss: 0.0309773 | val_loss: 0.0313296 | Time: 2536.16 ms [2021-10-02 19:08:41 main:574] : INFO : Epoch 1772 | loss: 0.0309739 | val_loss: 0.0313158 | Time: 2655.3 ms [2021-10-02 19:08:44 main:574] : INFO : Epoch 1773 | loss: 0.0309762 | val_loss: 0.0313104 | Time: 2659.08 ms [2021-10-02 19:08:46 main:574] : INFO : Epoch 1774 | loss: 0.0309729 | val_loss: 0.0313311 | Time: 2541.62 ms [2021-10-02 19:08:49 main:574] : INFO : Epoch 1775 | loss: 0.0309795 | val_loss: 0.0313041 | Time: 2620.19 ms [2021-10-02 19:08:51 main:574] : INFO : Epoch 1776 | loss: 0.0309924 | val_loss: 0.0312744 | Time: 2685.31 ms [2021-10-02 19:08:54 main:574] : INFO : Epoch 1777 | loss: 0.03098 | val_loss: 0.0313291 | Time: 2629.98 ms [2021-10-02 19:08:57 main:574] : INFO : Epoch 1778 | loss: 0.0309741 | val_loss: 0.0313459 | Time: 2551.67 ms [2021-10-02 19:08:59 main:574] : INFO : Epoch 1779 | loss: 0.0309684 | val_loss: 0.0313015 | Time: 2734.43 ms [2021-10-02 19:09:02 main:574] : INFO : Epoch 1780 | loss: 0.0309675 | val_loss: 0.0313435 | Time: 2569.3 ms [2021-10-02 19:09:04 main:574] : INFO : Epoch 1781 | loss: 0.0309747 | val_loss: 0.0313557 | Time: 2461.16 ms [2021-10-02 19:09:07 main:574] : INFO : Epoch 1782 | loss: 0.0309819 | val_loss: 0.0313093 | Time: 2791.98 ms [2021-10-02 19:09:10 main:574] : INFO : Epoch 1783 | loss: 0.0309786 | val_loss: 0.031347 | Time: 2563.88 ms [2021-10-02 19:09:12 main:574] : INFO : Epoch 1784 | loss: 0.0309832 | val_loss: 0.0313422 | Time: 2475.39 ms [2021-10-02 19:09:15 main:574] : INFO : Epoch 1785 | loss: 0.0309797 | val_loss: 0.0313355 | Time: 2458.17 ms [2021-10-02 19:09:17 main:574] : INFO : Epoch 1786 | loss: 0.0309698 | val_loss: 0.031352 | Time: 2522.92 ms [2021-10-02 19:09:20 main:574] : INFO : Epoch 1787 | loss: 0.0309821 | val_loss: 0.0313302 | Time: 2557.35 ms [2021-10-02 19:09:22 main:574] : INFO : Epoch 1788 | loss: 0.0309808 | val_loss: 0.03133 | Time: 2441.56 ms [2021-10-02 19:09:25 main:574] : INFO : Epoch 1789 | loss: 0.0309802 | val_loss: 0.0313197 | Time: 2433.07 ms [2021-10-02 19:09:27 main:574] : INFO : Epoch 1790 | loss: 0.0309762 | val_loss: 0.0313516 | Time: 2573.83 ms [2021-10-02 19:09:30 main:574] : INFO : Epoch 1791 | loss: 0.0309752 | val_loss: 0.0313356 | Time: 2410.12 ms [2021-10-02 19:09:32 main:574] : INFO : Epoch 1792 | loss: 0.0309743 | val_loss: 0.0313227 | Time: 2486.53 ms [2021-10-02 19:09:35 main:574] : INFO : Epoch 1793 | loss: 0.030977 | val_loss: 0.0313305 | Time: 2557.01 ms [2021-10-02 19:09:37 main:574] : INFO : Epoch 1794 | loss: 0.0309801 | val_loss: 0.0313188 | Time: 2462.35 ms [2021-10-02 19:09:40 main:574] : INFO : Epoch 1795 | loss: 0.0309704 | val_loss: 0.0313238 | Time: 2460.43 ms [2021-10-02 19:09:42 main:574] : INFO : Epoch 1796 | loss: 0.0309753 | val_loss: 0.0313132 | Time: 2649.03 ms [2021-10-02 19:09:45 main:574] : INFO : Epoch 1797 | loss: 0.030977 | val_loss: 0.0313244 | Time: 2542.26 ms [2021-10-02 19:09:47 main:574] : INFO : Epoch 1798 | loss: 0.0309776 | val_loss: 0.0313519 | Time: 2545.02 ms [2021-10-02 19:09:50 main:574] : INFO : Epoch 1799 | loss: 0.0309703 | val_loss: 0.0313755 | Time: 2498.41 ms [2021-10-02 19:09:52 main:574] : INFO : Epoch 1800 | loss: 0.0309799 | val_loss: 0.0313157 | Time: 2478.58 ms [2021-10-02 19:09:55 main:574] : INFO : Epoch 1801 | loss: 0.0309736 | val_loss: 0.0313137 | Time: 2400.69 ms [2021-10-02 19:09:57 main:574] : INFO : Epoch 1802 | loss: 0.0309801 | val_loss: 0.0313214 | Time: 2493.09 ms [2021-10-02 19:10:00 main:574] : INFO : Epoch 1803 | loss: 0.0309706 | val_loss: 0.0313294 | Time: 2578.46 ms [2021-10-02 19:10:02 main:574] : INFO : Epoch 1804 | loss: 0.0309719 | val_loss: 0.0313151 | Time: 2479.02 ms [2021-10-02 19:10:05 main:574] : INFO : Epoch 1805 | loss: 0.0309767 | val_loss: 0.0313235 | Time: 2459.02 ms [2021-10-02 19:10:07 main:574] : INFO : Epoch 1806 | loss: 0.0309808 | val_loss: 0.0313166 | Time: 2536.02 ms [2021-10-02 19:10:10 main:574] : INFO : Epoch 1807 | loss: 0.0309745 | val_loss: 0.0313309 | Time: 2540.6 ms [2021-10-02 19:10:13 main:574] : INFO : Epoch 1808 | loss: 0.0309762 | val_loss: 0.0313085 | Time: 2539.26 ms [2021-10-02 19:10:15 main:574] : INFO : Epoch 1809 | loss: 0.0309726 | val_loss: 0.0313277 | Time: 2615.61 ms [2021-10-02 19:10:18 main:574] : INFO : Epoch 1810 | loss: 0.030975 | val_loss: 0.0313335 | Time: 2483.5 ms [2021-10-02 19:10:20 main:574] : INFO : Epoch 1811 | loss: 0.0309791 | val_loss: 0.0313634 | Time: 2398.67 ms [2021-10-02 19:10:23 main:574] : INFO : Epoch 1812 | loss: 0.0309799 | val_loss: 0.0313123 | Time: 2483.14 ms [2021-10-02 19:10:25 main:574] : INFO : Epoch 1813 | loss: 0.0309772 | val_loss: 0.031315 | Time: 2520.84 ms [2021-10-02 19:10:28 main:574] : INFO : Epoch 1814 | loss: 0.0309711 | val_loss: 0.0313311 | Time: 2486.96 ms [2021-10-02 19:10:30 main:574] : INFO : Epoch 1815 | loss: 0.0309696 | val_loss: 0.0313288 | Time: 2442.79 ms [2021-10-02 19:10:32 main:574] : INFO : Epoch 1816 | loss: 0.030976 | val_loss: 0.0313128 | Time: 2427.36 ms [2021-10-02 19:10:35 main:574] : INFO : Epoch 1817 | loss: 0.030977 | val_loss: 0.0313364 | Time: 2609.65 ms [2021-10-02 19:10:38 main:574] : INFO : Epoch 1818 | loss: 0.0309735 | val_loss: 0.031326 | Time: 2493.93 ms [2021-10-02 19:10:40 main:574] : INFO : Epoch 1819 | loss: 0.0309684 | val_loss: 0.0313286 | Time: 2477.47 ms [2021-10-02 19:10:43 main:574] : INFO : Epoch 1820 | loss: 0.0309745 | val_loss: 0.0313388 | Time: 2648.15 ms [2021-10-02 19:10:45 main:574] : INFO : Epoch 1821 | loss: 0.0309809 | val_loss: 0.0313256 | Time: 2422.7 ms [2021-10-02 19:10:47 main:574] : INFO : Epoch 1822 | loss: 0.0309706 | val_loss: 0.0313127 | Time: 2345.44 ms [2021-10-02 19:10:50 main:574] : INFO : Epoch 1823 | loss: 0.0309709 | val_loss: 0.0313075 | Time: 2485.02 ms [2021-10-02 19:10:52 main:574] : INFO : Epoch 1824 | loss: 0.0309756 | val_loss: 0.0313458 | Time: 2491.76 ms [2021-10-02 19:10:55 main:574] : INFO : Epoch 1825 | loss: 0.030975 | val_loss: 0.0313288 | Time: 2547.91 ms [2021-10-02 19:10:57 main:574] : INFO : Epoch 1826 | loss: 0.0309748 | val_loss: 0.0313076 | Time: 2439.03 ms [2021-10-02 19:11:00 main:574] : INFO : Epoch 1827 | loss: 0.0309712 | val_loss: 0.0313219 | Time: 2646.57 ms [2021-10-02 19:11:03 main:574] : INFO : Epoch 1828 | loss: 0.0309713 | val_loss: 0.0313192 | Time: 2601.1 ms [2021-10-02 19:11:05 main:574] : INFO : Epoch 1829 | loss: 0.0309671 | val_loss: 0.031322 | Time: 2518.08 ms [2021-10-02 19:11:08 main:574] : INFO : Epoch 1830 | loss: 0.0309745 | val_loss: 0.0313095 | Time: 2583.21 ms [2021-10-02 19:11:10 main:574] : INFO : Epoch 1831 | loss: 0.0309734 | val_loss: 0.0313247 | Time: 2508.47 ms [2021-10-02 19:11:13 main:574] : INFO : Epoch 1832 | loss: 0.0309724 | val_loss: 0.0313071 | Time: 2468.49 ms [2021-10-02 19:11:15 main:574] : INFO : Epoch 1833 | loss: 0.0309744 | val_loss: 0.0313309 | Time: 2413.09 ms [2021-10-02 19:11:18 main:574] : INFO : Epoch 1834 | loss: 0.0309737 | val_loss: 0.0312939 | Time: 2528.25 ms [2021-10-02 19:11:20 main:574] : INFO : Epoch 1835 | loss: 0.0309758 | val_loss: 0.031333 | Time: 2581.01 ms [2021-10-02 19:11:23 main:574] : INFO : Epoch 1836 | loss: 0.0309777 | val_loss: 0.0313075 | Time: 2522.84 ms [2021-10-02 19:11:25 main:574] : INFO : Epoch 1837 | loss: 0.0309747 | val_loss: 0.0313135 | Time: 2465.75 ms [2021-10-02 19:11:28 main:574] : INFO : Epoch 1838 | loss: 0.0309649 | val_loss: 0.031319 | Time: 2622.82 ms [2021-10-02 19:11:31 main:574] : INFO : Epoch 1839 | loss: 0.0309651 | val_loss: 0.0313341 | Time: 2545.52 ms [2021-10-02 19:11:33 main:574] : INFO : Epoch 1840 | loss: 0.0309644 | val_loss: 0.0313133 | Time: 2477.69 ms [2021-10-02 19:11:36 main:574] : INFO : Epoch 1841 | loss: 0.0309735 | val_loss: 0.0312943 | Time: 2538.29 ms [2021-10-02 19:11:38 main:574] : INFO : Epoch 1842 | loss: 0.0309796 | val_loss: 0.0313412 | Time: 2532.19 ms [2021-10-02 19:11:41 main:574] : INFO : Epoch 1843 | loss: 0.0309811 | val_loss: 0.0313226 | Time: 2462.39 ms [2021-10-02 19:11:43 main:574] : INFO : Epoch 1844 | loss: 0.0309707 | val_loss: 0.0313137 | Time: 2616.64 ms [2021-10-02 19:11:46 main:574] : INFO : Epoch 1845 | loss: 0.0309718 | val_loss: 0.0313416 | Time: 2809.12 ms [2021-10-02 19:11:49 main:574] : INFO : Epoch 1846 | loss: 0.0309727 | val_loss: 0.0313057 | Time: 2636.46 ms [2021-10-02 19:11:52 main:574] : INFO : Epoch 1847 | loss: 0.030977 | val_loss: 0.031329 | Time: 3276.16 ms [2021-10-02 19:11:55 main:574] : INFO : Epoch 1848 | loss: 0.0309739 | val_loss: 0.0313354 | Time: 3012.42 ms [2021-10-02 19:11:58 main:574] : INFO : Epoch 1849 | loss: 0.0309731 | val_loss: 0.0313672 | Time: 2581.64 ms [2021-10-02 19:12:00 main:574] : INFO : Epoch 1850 | loss: 0.0309745 | val_loss: 0.0313336 | Time: 2804.04 ms [2021-10-02 19:12:04 main:574] : INFO : Epoch 1851 | loss: 0.0309736 | val_loss: 0.0313156 | Time: 3305.19 ms [2021-10-02 19:12:07 main:574] : INFO : Epoch 1852 | loss: 0.0309778 | val_loss: 0.0313198 | Time: 2818.67 ms [2021-10-02 19:12:09 main:574] : INFO : Epoch 1853 | loss: 0.0309696 | val_loss: 0.0313085 | Time: 2684.1 ms [2021-10-02 19:12:12 main:574] : INFO : Epoch 1854 | loss: 0.0309763 | val_loss: 0.0313135 | Time: 2779.59 ms [2021-10-02 19:12:15 main:574] : INFO : Epoch 1855 | loss: 0.0309814 | val_loss: 0.0313442 | Time: 2952.29 ms [2021-10-02 19:12:18 main:574] : INFO : Epoch 1856 | loss: 0.0309777 | val_loss: 0.0313626 | Time: 2755.39 ms [2021-10-02 19:12:21 main:574] : INFO : Epoch 1857 | loss: 0.030973 | val_loss: 0.0312843 | Time: 2921.78 ms [2021-10-02 19:12:24 main:574] : INFO : Epoch 1858 | loss: 0.0309749 | val_loss: 0.0313181 | Time: 2996.7 ms [2021-10-02 19:12:27 main:574] : INFO : Epoch 1859 | loss: 0.0309795 | val_loss: 0.0313213 | Time: 3115.53 ms [2021-10-02 19:12:30 main:574] : INFO : Epoch 1860 | loss: 0.0309758 | val_loss: 0.0313086 | Time: 2967.73 ms [2021-10-02 19:12:34 main:574] : INFO : Epoch 1861 | loss: 0.0309747 | val_loss: 0.0312913 | Time: 3835.28 ms [2021-10-02 19:12:37 main:574] : INFO : Epoch 1862 | loss: 0.0309782 | val_loss: 0.0313228 | Time: 3181.36 ms [2021-10-02 19:12:40 main:574] : INFO : Epoch 1863 | loss: 0.0309814 | val_loss: 0.0312856 | Time: 2744.69 ms [2021-10-02 19:12:43 main:574] : INFO : Epoch 1864 | loss: 0.030986 | val_loss: 0.031322 | Time: 3446.96 ms [2021-10-02 19:12:46 main:574] : INFO : Epoch 1865 | loss: 0.030984 | val_loss: 0.0313484 | Time: 2957.09 ms [2021-10-02 19:12:49 main:574] : INFO : Epoch 1866 | loss: 0.0309762 | val_loss: 0.0313289 | Time: 2826.93 ms [2021-10-02 19:12:52 main:574] : INFO : Epoch 1867 | loss: 0.0309684 | val_loss: 0.03134 | Time: 2689.35 ms [2021-10-02 19:12:54 main:574] : INFO : Epoch 1868 | loss: 0.0309651 | val_loss: 0.0313136 | Time: 2738.09 ms [2021-10-02 19:12:57 main:574] : INFO : Epoch 1869 | loss: 0.0309742 | val_loss: 0.0313172 | Time: 2703.43 ms [2021-10-02 19:13:00 main:574] : INFO : Epoch 1870 | loss: 0.0309728 | val_loss: 0.0312904 | Time: 2599.2 ms [2021-10-02 19:13:02 main:574] : INFO : Epoch 1871 | loss: 0.0309866 | val_loss: 0.0313182 | Time: 2644.04 ms [2021-10-02 19:13:05 main:574] : INFO : Epoch 1872 | loss: 0.0309772 | val_loss: 0.0313179 | Time: 2582.2 ms [2021-10-02 19:13:08 main:574] : INFO : Epoch 1873 | loss: 0.0309704 | val_loss: 0.0313189 | Time: 2584.02 ms [2021-10-02 19:13:10 main:574] : INFO : Epoch 1874 | loss: 0.0309737 | val_loss: 0.0313077 | Time: 2558.32 ms [2021-10-02 19:13:13 main:574] : INFO : Epoch 1875 | loss: 0.0309808 | val_loss: 0.0313588 | Time: 2549.33 ms [2021-10-02 19:13:15 main:574] : INFO : Epoch 1876 | loss: 0.0309807 | val_loss: 0.0313239 | Time: 2675.21 ms [2021-10-02 19:13:18 main:574] : INFO : Epoch 1877 | loss: 0.0309738 | val_loss: 0.0313346 | Time: 2579.5 ms [2021-10-02 19:13:21 main:574] : INFO : Epoch 1878 | loss: 0.0309726 | val_loss: 0.0313536 | Time: 2606.37 ms [2021-10-02 19:13:23 main:574] : INFO : Epoch 1879 | loss: 0.0309698 | val_loss: 0.0312956 | Time: 2687.03 ms [2021-10-02 19:13:26 main:574] : INFO : Epoch 1880 | loss: 0.0309723 | val_loss: 0.0313036 | Time: 2530.1 ms [2021-10-02 19:13:28 main:574] : INFO : Epoch 1881 | loss: 0.0309717 | val_loss: 0.0313301 | Time: 2584.31 ms [2021-10-02 19:13:31 main:574] : INFO : Epoch 1882 | loss: 0.0309704 | val_loss: 0.031327 | Time: 2579.51 ms [2021-10-02 19:13:34 main:574] : INFO : Epoch 1883 | loss: 0.0309713 | val_loss: 0.0313069 | Time: 2616.36 ms [2021-10-02 19:13:36 main:574] : INFO : Epoch 1884 | loss: 0.0309748 | val_loss: 0.0313183 | Time: 2495.42 ms [2021-10-02 19:13:39 main:574] : INFO : Epoch 1885 | loss: 0.0309782 | val_loss: 0.0313175 | Time: 2538 ms [2021-10-02 19:13:41 main:574] : INFO : Epoch 1886 | loss: 0.0309767 | val_loss: 0.0313208 | Time: 2577.37 ms [2021-10-02 19:13:44 main:574] : INFO : Epoch 1887 | loss: 0.0309724 | val_loss: 0.0313372 | Time: 2608.13 ms [2021-10-02 19:13:47 main:574] : INFO : Epoch 1888 | loss: 0.0309739 | val_loss: 0.0313217 | Time: 2621.56 ms [2021-10-02 19:13:49 main:574] : INFO : Epoch 1889 | loss: 0.0309729 | val_loss: 0.0313367 | Time: 2616.67 ms [2021-10-02 19:13:52 main:574] : INFO : Epoch 1890 | loss: 0.0309701 | val_loss: 0.0313138 | Time: 2552.43 ms [2021-10-02 19:13:54 main:574] : INFO : Epoch 1891 | loss: 0.0309778 | val_loss: 0.0313299 | Time: 2581.78 ms [2021-10-02 19:13:57 main:574] : INFO : Epoch 1892 | loss: 0.0309703 | val_loss: 0.0313206 | Time: 2625.9 ms [2021-10-02 19:14:00 main:574] : INFO : Epoch 1893 | loss: 0.0309765 | val_loss: 0.031372 | Time: 2641.87 ms [2021-10-02 19:14:02 main:574] : INFO : Epoch 1894 | loss: 0.0309725 | val_loss: 0.0313321 | Time: 2490.92 ms [2021-10-02 19:14:05 main:574] : INFO : Epoch 1895 | loss: 0.0309721 | val_loss: 0.0313075 | Time: 2506.08 ms [2021-10-02 19:14:07 main:574] : INFO : Epoch 1896 | loss: 0.0309725 | val_loss: 0.0313449 | Time: 2654.56 ms [2021-10-02 19:14:10 main:574] : INFO : Epoch 1897 | loss: 0.0309703 | val_loss: 0.0313474 | Time: 2687.89 ms [2021-10-02 19:14:13 main:574] : INFO : Epoch 1898 | loss: 0.0309708 | val_loss: 0.0313545 | Time: 2668.48 ms [2021-10-02 19:14:15 main:574] : INFO : Epoch 1899 | loss: 0.0309722 | val_loss: 0.0313371 | Time: 2600.11 ms [2021-10-02 19:14:18 main:574] : INFO : Epoch 1900 | loss: 0.0309796 | val_loss: 0.0313314 | Time: 2611.62 ms [2021-10-02 19:14:20 main:574] : INFO : Epoch 1901 | loss: 0.0309813 | val_loss: 0.0313137 | Time: 2563.3 ms [2021-10-02 19:14:23 main:574] : INFO : Epoch 1902 | loss: 0.0309792 | val_loss: 0.0313094 | Time: 2691.24 ms [2021-10-02 19:14:26 main:574] : INFO : Epoch 1903 | loss: 0.0309716 | val_loss: 0.0313391 | Time: 2660.91 ms [2021-10-02 19:14:28 main:574] : INFO : Epoch 1904 | loss: 0.0309768 | val_loss: 0.0313147 | Time: 2546.35 ms [2021-10-02 19:14:31 main:574] : INFO : Epoch 1905 | loss: 0.0309677 | val_loss: 0.0313394 | Time: 2426.62 ms [2021-10-02 19:14:34 main:574] : INFO : Epoch 1906 | loss: 0.0309721 | val_loss: 0.0313216 | Time: 2746.94 ms [2021-10-02 19:14:36 main:574] : INFO : Epoch 1907 | loss: 0.030974 | val_loss: 0.0313075 | Time: 2586.2 ms [2021-10-02 19:14:39 main:574] : INFO : Epoch 1908 | loss: 0.0309803 | val_loss: 0.0313378 | Time: 2651.8 ms [2021-10-02 19:14:41 main:574] : INFO : Epoch 1909 | loss: 0.0309731 | val_loss: 0.0313172 | Time: 2605.55 ms [2021-10-02 19:14:44 main:574] : INFO : Epoch 1910 | loss: 0.030973 | val_loss: 0.0313039 | Time: 2871.6 ms [2021-10-02 19:14:47 main:574] : INFO : Epoch 1911 | loss: 0.0309723 | val_loss: 0.0313335 | Time: 2572.87 ms [2021-10-02 19:14:49 main:574] : INFO : Epoch 1912 | loss: 0.0309744 | val_loss: 0.0313211 | Time: 2567.71 ms [2021-10-02 19:14:52 main:574] : INFO : Epoch 1913 | loss: 0.0309794 | val_loss: 0.0313542 | Time: 2669.94 ms [2021-10-02 19:14:55 main:574] : INFO : Epoch 1914 | loss: 0.0309749 | val_loss: 0.0313349 | Time: 2573.27 ms [2021-10-02 19:14:57 main:574] : INFO : Epoch 1915 | loss: 0.0309641 | val_loss: 0.0313214 | Time: 2472.17 ms [2021-10-02 19:15:00 main:574] : INFO : Epoch 1916 | loss: 0.0309727 | val_loss: 0.0313016 | Time: 2608.27 ms [2021-10-02 19:15:02 main:574] : INFO : Epoch 1917 | loss: 0.0309775 | val_loss: 0.0313619 | Time: 2617.17 ms [2021-10-02 19:15:05 main:574] : INFO : Epoch 1918 | loss: 0.0309788 | val_loss: 0.0313506 | Time: 2601.04 ms [2021-10-02 19:15:08 main:574] : INFO : Epoch 1919 | loss: 0.0309717 | val_loss: 0.0313098 | Time: 2606.61 ms [2021-10-02 19:15:10 main:574] : INFO : Epoch 1920 | loss: 0.0309738 | val_loss: 0.0313544 | Time: 2563.92 ms [2021-10-02 19:15:13 main:574] : INFO : Epoch 1921 | loss: 0.0309751 | val_loss: 0.0313435 | Time: 2565.68 ms [2021-10-02 19:15:15 main:574] : INFO : Epoch 1922 | loss: 0.0309817 | val_loss: 0.0312982 | Time: 2613.93 ms [2021-10-02 19:15:18 main:574] : INFO : Epoch 1923 | loss: 0.0309768 | val_loss: 0.0313324 | Time: 2652.56 ms [2021-10-02 19:15:21 main:574] : INFO : Epoch 1924 | loss: 0.0309712 | val_loss: 0.0313261 | Time: 2586.98 ms [2021-10-02 19:15:23 main:574] : INFO : Epoch 1925 | loss: 0.0309717 | val_loss: 0.0313456 | Time: 2662.74 ms [2021-10-02 19:15:26 main:574] : INFO : Epoch 1926 | loss: 0.0309645 | val_loss: 0.0313422 | Time: 2609.29 ms [2021-10-02 19:15:29 main:574] : INFO : Epoch 1927 | loss: 0.030969 | val_loss: 0.0313007 | Time: 2588.61 ms [2021-10-02 19:15:31 main:574] : INFO : Epoch 1928 | loss: 0.0309643 | val_loss: 0.031323 | Time: 2569.9 ms [2021-10-02 19:15:34 main:574] : INFO : Epoch 1929 | loss: 0.0309695 | val_loss: 0.0313224 | Time: 2633.58 ms [2021-10-02 19:15:37 main:574] : INFO : Epoch 1930 | loss: 0.0309761 | val_loss: 0.0313247 | Time: 2721.49 ms [2021-10-02 19:15:39 main:574] : INFO : Epoch 1931 | loss: 0.0309778 | val_loss: 0.0313149 | Time: 2579.75 ms [2021-10-02 19:15:42 main:574] : INFO : Epoch 1932 | loss: 0.0309794 | val_loss: 0.0312946 | Time: 2611.99 ms [2021-10-02 19:15:44 main:574] : INFO : Epoch 1933 | loss: 0.0309817 | val_loss: 0.0313326 | Time: 2627.73 ms [2021-10-02 19:15:47 main:574] : INFO : Epoch 1934 | loss: 0.0309744 | val_loss: 0.0313316 | Time: 2596.38 ms [2021-10-02 19:15:49 main:574] : INFO : Epoch 1935 | loss: 0.0309773 | val_loss: 0.031326 | Time: 2529.22 ms [2021-10-02 19:15:52 main:574] : INFO : Epoch 1936 | loss: 0.0309761 | val_loss: 0.0313137 | Time: 2584.54 ms [2021-10-02 19:15:55 main:574] : INFO : Epoch 1937 | loss: 0.030975 | val_loss: 0.0313171 | Time: 2554.61 ms [2021-10-02 19:15:57 main:574] : INFO : Epoch 1938 | loss: 0.0309746 | val_loss: 0.0313001 | Time: 2609.25 ms [2021-10-02 19:16:00 main:574] : INFO : Epoch 1939 | loss: 0.030972 | val_loss: 0.0313533 | Time: 2608.83 ms [2021-10-02 19:16:02 main:574] : INFO : Epoch 1940 | loss: 0.0309762 | val_loss: 0.0313457 | Time: 2581.54 ms [2021-10-02 19:16:05 main:574] : INFO : Epoch 1941 | loss: 0.0309702 | val_loss: 0.0313552 | Time: 2499.94 ms [2021-10-02 19:16:08 main:574] : INFO : Epoch 1942 | loss: 0.030969 | val_loss: 0.0313189 | Time: 2635.97 ms [2021-10-02 19:16:10 main:574] : INFO : Epoch 1943 | loss: 0.0309735 | val_loss: 0.0313117 | Time: 2627.7 ms [2021-10-02 19:16:13 main:574] : INFO : Epoch 1944 | loss: 0.0309783 | val_loss: 0.031296 | Time: 2594.25 ms [2021-10-02 19:16:15 main:574] : INFO : Epoch 1945 | loss: 0.0309797 | val_loss: 0.0313378 | Time: 2601.09 ms [2021-10-02 19:16:18 main:574] : INFO : Epoch 1946 | loss: 0.030972 | val_loss: 0.0313264 | Time: 2573.7 ms [2021-10-02 19:16:21 main:574] : INFO : Epoch 1947 | loss: 0.030979 | val_loss: 0.0312981 | Time: 2454.84 ms [2021-10-02 19:16:23 main:574] : INFO : Epoch 1948 | loss: 0.0309859 | val_loss: 0.0313432 | Time: 2569.34 ms [2021-10-02 19:16:26 main:574] : INFO : Epoch 1949 | loss: 0.0309891 | val_loss: 0.0313261 | Time: 2654.44 ms [2021-10-02 19:16:28 main:574] : INFO : Epoch 1950 | loss: 0.0309752 | val_loss: 0.0313123 | Time: 2533.36 ms [2021-10-02 19:16:31 main:574] : INFO : Epoch 1951 | loss: 0.0309724 | val_loss: 0.0313344 | Time: 2577.4 ms [2021-10-02 19:16:33 main:574] : INFO : Epoch 1952 | loss: 0.0309723 | val_loss: 0.0313303 | Time: 2574.78 ms [2021-10-02 19:16:36 main:574] : INFO : Epoch 1953 | loss: 0.0309726 | val_loss: 0.0313612 | Time: 2636.37 ms [2021-10-02 19:16:39 main:574] : INFO : Epoch 1954 | loss: 0.031039 | val_loss: 0.0312009 | Time: 2639.82 ms [2021-10-02 19:16:41 main:574] : INFO : Epoch 1955 | loss: 0.0311403 | val_loss: 0.0313311 | Time: 2533.02 ms [2021-10-02 19:16:44 main:574] : INFO : Epoch 1956 | loss: 0.0316669 | val_loss: 0.0317458 | Time: 2640.57 ms [2021-10-02 19:16:46 main:574] : INFO : Epoch 1957 | loss: 0.0315341 | val_loss: 0.0313025 | Time: 2528.4 ms [2021-10-02 19:16:49 main:574] : INFO : Epoch 1958 | loss: 0.0315425 | val_loss: 0.0313744 | Time: 2600.7 ms [2021-10-02 19:16:52 main:574] : INFO : Epoch 1959 | loss: 0.0312226 | val_loss: 0.0311976 | Time: 2685.69 ms [2021-10-02 19:16:54 main:574] : INFO : Epoch 1960 | loss: 0.0311578 | val_loss: 0.0311939 | Time: 2541.54 ms [2021-10-02 19:16:57 main:574] : INFO : Epoch 1961 | loss: 0.0311434 | val_loss: 0.031186 | Time: 2669.68 ms [2021-10-02 19:17:00 main:574] : INFO : Epoch 1962 | loss: 0.0311345 | val_loss: 0.0311845 | Time: 2625.94 ms [2021-10-02 19:17:02 main:574] : INFO : Epoch 1963 | loss: 0.0311273 | val_loss: 0.0311879 | Time: 2607.91 ms [2021-10-02 19:17:05 main:574] : INFO : Epoch 1964 | loss: 0.031122 | val_loss: 0.0311911 | Time: 2672.92 ms [2021-10-02 19:17:07 main:574] : INFO : Epoch 1965 | loss: 0.0311173 | val_loss: 0.0312029 | Time: 2531.56 ms [2021-10-02 19:17:10 main:574] : INFO : Epoch 1966 | loss: 0.0311057 | val_loss: 0.0312164 | Time: 2609.95 ms [2021-10-02 19:17:13 main:574] : INFO : Epoch 1967 | loss: 0.0310928 | val_loss: 0.0312197 | Time: 2563.46 ms [2021-10-02 19:17:15 main:574] : INFO : Epoch 1968 | loss: 0.0310757 | val_loss: 0.0312446 | Time: 2603.08 ms [2021-10-02 19:17:18 main:574] : INFO : Epoch 1969 | loss: 0.0310646 | val_loss: 0.0312422 | Time: 2602.76 ms [2021-10-02 19:17:20 main:574] : INFO : Epoch 1970 | loss: 0.0310551 | val_loss: 0.0312553 | Time: 2585.01 ms [2021-10-02 19:17:23 main:574] : INFO : Epoch 1971 | loss: 0.0310464 | val_loss: 0.0312591 | Time: 2573.19 ms [2021-10-02 19:17:26 main:574] : INFO : Epoch 1972 | loss: 0.0310393 | val_loss: 0.0312587 | Time: 2600.73 ms [2021-10-02 19:17:28 main:574] : INFO : Epoch 1973 | loss: 0.0310272 | val_loss: 0.0312791 | Time: 2593.39 ms [2021-10-02 19:17:31 main:574] : INFO : Epoch 1974 | loss: 0.0310217 | val_loss: 0.0312559 | Time: 2685.02 ms [2021-10-02 19:17:33 main:574] : INFO : Epoch 1975 | loss: 0.031016 | val_loss: 0.0312709 | Time: 2572.87 ms [2021-10-02 19:17:36 main:574] : INFO : Epoch 1976 | loss: 0.0310073 | val_loss: 0.0312864 | Time: 2560.96 ms [2021-10-02 19:17:39 main:574] : INFO : Epoch 1977 | loss: 0.030999 | val_loss: 0.0312788 | Time: 2612.13 ms [2021-10-02 19:17:41 main:574] : INFO : Epoch 1978 | loss: 0.0309921 | val_loss: 0.0313012 | Time: 2593.79 ms [2021-10-02 19:17:44 main:574] : INFO : Epoch 1979 | loss: 0.0309933 | val_loss: 0.0313294 | Time: 2539.93 ms [2021-10-02 19:17:46 main:574] : INFO : Epoch 1980 | loss: 0.0309863 | val_loss: 0.0313177 | Time: 2511.86 ms [2021-10-02 19:17:49 main:574] : INFO : Epoch 1981 | loss: 0.030989 | val_loss: 0.031304 | Time: 2581.78 ms [2021-10-02 19:17:51 main:574] : INFO : Epoch 1982 | loss: 0.0309917 | val_loss: 0.0313091 | Time: 2529.66 ms [2021-10-02 19:17:54 main:574] : INFO : Epoch 1983 | loss: 0.0309812 | val_loss: 0.0313067 | Time: 2625.16 ms [2021-10-02 19:17:57 main:574] : INFO : Epoch 1984 | loss: 0.0309876 | val_loss: 0.0313079 | Time: 2638.93 ms [2021-10-02 19:17:59 main:574] : INFO : Epoch 1985 | loss: 0.0309852 | val_loss: 0.0313145 | Time: 2573.68 ms [2021-10-02 19:18:02 main:574] : INFO : Epoch 1986 | loss: 0.0309828 | val_loss: 0.031302 | Time: 2552.1 ms [2021-10-02 19:18:04 main:574] : INFO : Epoch 1987 | loss: 0.0309807 | val_loss: 0.031286 | Time: 2597.82 ms [2021-10-02 19:18:07 main:574] : INFO : Epoch 1988 | loss: 0.0309746 | val_loss: 0.0313061 | Time: 2626.2 ms [2021-10-02 19:18:10 main:574] : INFO : Epoch 1989 | loss: 0.0309721 | val_loss: 0.0313121 | Time: 2613.5 ms [2021-10-02 19:18:12 main:574] : INFO : Epoch 1990 | loss: 0.0309769 | val_loss: 0.0313178 | Time: 2490.46 ms [2021-10-02 19:18:15 main:574] : INFO : Epoch 1991 | loss: 0.0309845 | val_loss: 0.0313277 | Time: 2604.06 ms [2021-10-02 19:18:18 main:574] : INFO : Epoch 1992 | loss: 0.0309737 | val_loss: 0.0313286 | Time: 2617.34 ms [2021-10-02 19:18:20 main:574] : INFO : Epoch 1993 | loss: 0.0309759 | val_loss: 0.03132 | Time: 2649.34 ms [2021-10-02 19:18:23 main:574] : INFO : Epoch 1994 | loss: 0.0309828 | val_loss: 0.0313399 | Time: 2605 ms [2021-10-02 19:18:26 main:574] : INFO : Epoch 1995 | loss: 0.0309748 | val_loss: 0.0313157 | Time: 2596.58 ms [2021-10-02 19:18:28 main:574] : INFO : Epoch 1996 | loss: 0.0309731 | val_loss: 0.0313171 | Time: 2551.79 ms [2021-10-02 19:18:31 main:574] : INFO : Epoch 1997 | loss: 0.0309771 | val_loss: 0.0313375 | Time: 2555.92 ms [2021-10-02 19:18:33 main:574] : INFO : Epoch 1998 | loss: 0.0309831 | val_loss: 0.0313521 | Time: 2636.33 ms [2021-10-02 19:18:36 main:574] : INFO : Epoch 1999 | loss: 0.0309761 | val_loss: 0.0313237 | Time: 2582.15 ms [2021-10-02 19:18:38 main:574] : INFO : Epoch 2000 | loss: 0.0309823 | val_loss: 0.031326 | Time: 2513.87 ms [2021-10-02 19:18:41 main:574] : INFO : Epoch 2001 | loss: 0.0309952 | val_loss: 0.0313179 | Time: 2529.21 ms [2021-10-02 19:18:44 main:574] : INFO : Epoch 2002 | loss: 0.030985 | val_loss: 0.031292 | Time: 2554.05 ms [2021-10-02 19:18:46 main:574] : INFO : Epoch 2003 | loss: 0.0309756 | val_loss: 0.0313118 | Time: 2598.37 ms [2021-10-02 19:18:49 main:574] : INFO : Epoch 2004 | loss: 0.0309756 | val_loss: 0.0313304 | Time: 2641.94 ms [2021-10-02 19:18:51 main:574] : INFO : Epoch 2005 | loss: 0.0309678 | val_loss: 0.0313274 | Time: 2627.76 ms [2021-10-02 19:18:54 main:574] : INFO : Epoch 2006 | loss: 0.0309771 | val_loss: 0.0313417 | Time: 2827.71 ms [2021-10-02 19:18:57 main:574] : INFO : Epoch 2007 | loss: 0.030973 | val_loss: 0.0313358 | Time: 2546.52 ms [2021-10-02 19:19:00 main:574] : INFO : Epoch 2008 | loss: 0.0309736 | val_loss: 0.031298 | Time: 2744.03 ms [2021-10-02 19:19:02 main:574] : INFO : Epoch 2009 | loss: 0.0309781 | val_loss: 0.031328 | Time: 2678.24 ms [2021-10-02 19:19:05 main:574] : INFO : Epoch 2010 | loss: 0.0309831 | val_loss: 0.031327 | Time: 2864.08 ms [2021-10-02 19:19:08 main:574] : INFO : Epoch 2011 | loss: 0.0309728 | val_loss: 0.0313278 | Time: 2560.18 ms [2021-10-02 19:19:11 main:574] : INFO : Epoch 2012 | loss: 0.0309787 | val_loss: 0.0313281 | Time: 3067.76 ms [2021-10-02 19:19:14 main:574] : INFO : Epoch 2013 | loss: 0.0309853 | val_loss: 0.0313564 | Time: 3179.78 ms [2021-10-02 19:19:17 main:574] : INFO : Epoch 2014 | loss: 0.0309779 | val_loss: 0.0313612 | Time: 3167.43 ms [2021-10-02 19:19:21 main:574] : INFO : Epoch 2015 | loss: 0.0309795 | val_loss: 0.031313 | Time: 4036.28 ms [2021-10-02 19:19:25 main:574] : INFO : Epoch 2016 | loss: 0.0309835 | val_loss: 0.0313108 | Time: 2940.86 ms [2021-10-02 19:19:28 main:574] : INFO : Epoch 2017 | loss: 0.0309871 | val_loss: 0.0313187 | Time: 2603.22 ms [2021-10-02 19:19:31 main:574] : INFO : Epoch 2018 | loss: 0.0309816 | val_loss: 0.0312972 | Time: 2931.78 ms [2021-10-02 19:19:33 main:574] : INFO : Epoch 2019 | loss: 0.0309821 | val_loss: 0.0313515 | Time: 2667.15 ms [2021-10-02 19:19:36 main:574] : INFO : Epoch 2020 | loss: 0.0309741 | val_loss: 0.0313054 | Time: 2536.82 ms [2021-10-02 19:19:38 main:574] : INFO : Epoch 2021 | loss: 0.0309785 | val_loss: 0.0312994 | Time: 2614.7 ms [2021-10-02 19:19:41 main:574] : INFO : Epoch 2022 | loss: 0.0309809 | val_loss: 0.0313223 | Time: 2606.99 ms [2021-10-02 19:19:44 main:574] : INFO : Epoch 2023 | loss: 0.0309742 | val_loss: 0.0313352 | Time: 2730.11 ms [2021-10-02 19:19:46 main:574] : INFO : Epoch 2024 | loss: 0.0309788 | val_loss: 0.0313063 | Time: 2623.39 ms [2021-10-02 19:19:49 main:574] : INFO : Epoch 2025 | loss: 0.0309852 | val_loss: 0.0313219 | Time: 2603.8 ms [2021-10-02 19:19:52 main:574] : INFO : Epoch 2026 | loss: 0.0309752 | val_loss: 0.0313389 | Time: 2656.68 ms [2021-10-02 19:19:54 main:574] : INFO : Epoch 2027 | loss: 0.030983 | val_loss: 0.0313347 | Time: 2644.57 ms [2021-10-02 19:19:57 main:574] : INFO : Epoch 2028 | loss: 0.0309828 | val_loss: 0.0313116 | Time: 2626.6 ms [2021-10-02 19:20:00 main:574] : INFO : Epoch 2029 | loss: 0.0309767 | val_loss: 0.0313052 | Time: 2572.49 ms [2021-10-02 19:20:02 main:574] : INFO : Epoch 2030 | loss: 0.030982 | val_loss: 0.0313315 | Time: 2512.86 ms [2021-10-02 19:20:05 main:574] : INFO : Epoch 2031 | loss: 0.0309974 | val_loss: 0.0312834 | Time: 2540.93 ms [2021-10-02 19:20:07 main:574] : INFO : Epoch 2032 | loss: 0.0309859 | val_loss: 0.0313422 | Time: 2666.97 ms [2021-10-02 19:20:10 main:574] : INFO : Epoch 2033 | loss: 0.0309779 | val_loss: 0.031297 | Time: 2643.48 ms [2021-10-02 19:20:13 main:574] : INFO : Epoch 2034 | loss: 0.0309768 | val_loss: 0.031329 | Time: 2660.95 ms [2021-10-02 19:20:15 main:574] : INFO : Epoch 2035 | loss: 0.0309708 | val_loss: 0.0313384 | Time: 2728.43 ms [2021-10-02 19:20:18 main:574] : INFO : Epoch 2036 | loss: 0.0309705 | val_loss: 0.0313391 | Time: 2721.59 ms [2021-10-02 19:20:21 main:574] : INFO : Epoch 2037 | loss: 0.0309768 | val_loss: 0.0313376 | Time: 2670.52 ms [2021-10-02 19:20:23 main:574] : INFO : Epoch 2038 | loss: 0.0309817 | val_loss: 0.0313214 | Time: 2627.08 ms [2021-10-02 19:20:26 main:574] : INFO : Epoch 2039 | loss: 0.0309878 | val_loss: 0.0313264 | Time: 2632.23 ms [2021-10-02 19:20:29 main:574] : INFO : Epoch 2040 | loss: 0.0309898 | val_loss: 0.0313339 | Time: 2520.5 ms [2021-10-02 19:20:31 main:574] : INFO : Epoch 2041 | loss: 0.0309865 | val_loss: 0.0312942 | Time: 2508 ms [2021-10-02 19:20:34 main:574] : INFO : Epoch 2042 | loss: 0.0309779 | val_loss: 0.0313134 | Time: 2639.68 ms [2021-10-02 19:20:36 main:574] : INFO : Epoch 2043 | loss: 0.0309834 | val_loss: 0.0313539 | Time: 2717.58 ms [2021-10-02 19:20:39 main:574] : INFO : Epoch 2044 | loss: 0.0309704 | val_loss: 0.0313449 | Time: 2608.81 ms [2021-10-02 19:20:42 main:574] : INFO : Epoch 2045 | loss: 0.0309663 | val_loss: 0.0313153 | Time: 2556.97 ms [2021-10-02 19:20:44 main:574] : INFO : Epoch 2046 | loss: 0.0309801 | val_loss: 0.0313057 | Time: 2666.32 ms [2021-10-02 19:20:47 main:574] : INFO : Epoch 2047 | loss: 0.0309775 | val_loss: 0.0313191 | Time: 2612.62 ms [2021-10-02 19:20:50 main:574] : INFO : Epoch 2048 | loss: 0.0309767 | val_loss: 0.031326 | Time: 2775.11 ms [2021-10-02 19:20:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031326 [2021-10-02 19:20:50 main:603] : INFO : Saving end state to config to file [2021-10-02 19:20:50 main:608] : INFO : Success, exiting.. 19:20:50 (26404): 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)