Task 12601544
| Name | ParityModified-1645996735-18756-2-0_0 |
| Workunit | 9758846 |
| Created | 6 Mar 2022, 10:06:09 UTC |
| Sent | 7 Mar 2022, 19:03:48 UTC |
| Report deadline | 15 Mar 2022, 19:03:48 UTC |
| Received | 8 Mar 2022, 20:21:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 37 min 5 sec |
| CPU time | 1 hours 35 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311736 | val_loss: 0.0311769 | Time: 2778.94 ms
[2022-03-08 19:57:31 main:574] : INFO : Epoch 1543 | loss: 0.0311765 | val_loss: 0.0311767 | Time: 3020.99 ms
[2022-03-08 19:57:34 main:574] : INFO : Epoch 1544 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 2747.16 ms
[2022-03-08 19:57:37 main:574] : INFO : Epoch 1545 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 2814.87 ms
[2022-03-08 19:57:39 main:574] : INFO : Epoch 1546 | loss: 0.0311759 | val_loss: 0.031179 | Time: 2765.06 ms
[2022-03-08 19:57:42 main:574] : INFO : Epoch 1547 | loss: 0.0311736 | val_loss: 0.031177 | Time: 2891.19 ms
[2022-03-08 19:57:45 main:574] : INFO : Epoch 1548 | loss: 0.0311726 | val_loss: 0.0311768 | Time: 2854.31 ms
[2022-03-08 19:57:48 main:574] : INFO : Epoch 1549 | loss: 0.0311708 | val_loss: 0.031174 | Time: 2770.78 ms
[2022-03-08 19:57:51 main:574] : INFO : Epoch 1550 | loss: 0.031172 | val_loss: 0.0311754 | Time: 2800.24 ms
[2022-03-08 19:57:54 main:574] : INFO : Epoch 1551 | loss: 0.031172 | val_loss: 0.0311744 | Time: 2905.04 ms
[2022-03-08 19:57:56 main:574] : INFO : Epoch 1552 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 2745.8 ms
[2022-03-08 19:57:59 main:574] : INFO : Epoch 1553 | loss: 0.0311719 | val_loss: 0.0311776 | Time: 2738.81 ms
[2022-03-08 19:58:02 main:574] : INFO : Epoch 1554 | loss: 0.0311683 | val_loss: 0.0311737 | Time: 2464.1 ms
[2022-03-08 19:58:04 main:574] : INFO : Epoch 1555 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2428.64 ms
[2022-03-08 19:58:07 main:574] : INFO : Epoch 1556 | loss: 0.031168 | val_loss: 0.0311737 | Time: 2927.16 ms
[2022-03-08 19:58:10 main:574] : INFO : Epoch 1557 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2562.93 ms
[2022-03-08 19:58:13 main:574] : INFO : Epoch 1558 | loss: 0.0311687 | val_loss: 0.0311727 | Time: 3159.08 ms
[2022-03-08 19:58:16 main:574] : INFO : Epoch 1559 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2762.77 ms
[2022-03-08 19:58:19 main:574] : INFO : Epoch 1560 | loss: 0.0311712 | val_loss: 0.0311813 | Time: 2942.56 ms
[2022-03-08 19:58:22 main:574] : INFO : Epoch 1561 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2838.23 ms
[2022-03-08 19:58:25 main:574] : INFO : Epoch 1562 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 3867.54 ms
[2022-03-08 19:58:28 main:574] : INFO : Epoch 1563 | loss: 0.0311663 | val_loss: 0.031174 | Time: 2864.87 ms
[2022-03-08 19:58:31 main:574] : INFO : Epoch 1564 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2734.54 ms
[2022-03-08 19:58:34 main:574] : INFO : Epoch 1565 | loss: 0.0311681 | val_loss: 0.0311757 | Time: 2838.4 ms
[2022-03-08 19:58:38 main:574] : INFO : Epoch 1566 | loss: 0.0311673 | val_loss: 0.0311692 | Time: 3693.3 ms
[2022-03-08 19:58:40 main:574] : INFO : Epoch 1567 | loss: 0.0311659 | val_loss: 0.0311695 | Time: 2643.86 ms
[2022-03-08 19:58:43 main:574] : INFO : Epoch 1568 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 2799.49 ms
[2022-03-08 19:58:46 main:574] : INFO : Epoch 1569 | loss: 0.0311692 | val_loss: 0.031173 | Time: 2685.08 ms
[2022-03-08 19:58:48 main:574] : INFO : Epoch 1570 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 2559.08 ms
[2022-03-08 19:58:51 main:574] : INFO : Epoch 1571 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 2558.17 ms
[2022-03-08 19:58:53 main:574] : INFO : Epoch 1572 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 2419.96 ms
[2022-03-08 19:58:56 main:574] : INFO : Epoch 1573 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 2602.86 ms
[2022-03-08 19:58:59 main:574] : INFO : Epoch 1574 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 3208.04 ms
[2022-03-08 19:59:03 main:574] : INFO : Epoch 1575 | loss: 0.031165 | val_loss: 0.0311729 | Time: 3541.56 ms
[2022-03-08 19:59:06 main:574] : INFO : Epoch 1576 | loss: 0.0311654 | val_loss: 0.0311714 | Time: 2644.77 ms
[2022-03-08 19:59:09 main:574] : INFO : Epoch 1577 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 3219.92 ms
[2022-03-08 19:59:11 main:574] : INFO : Epoch 1578 | loss: 0.0311657 | val_loss: 0.0311703 | Time: 2585.39 ms
[2022-03-08 19:59:14 main:574] : INFO : Epoch 1579 | loss: 0.0311633 | val_loss: 0.0311716 | Time: 2477.15 ms
[2022-03-08 19:59:17 main:574] : INFO : Epoch 1580 | loss: 0.0311644 | val_loss: 0.0311719 | Time: 2954.54 ms
[2022-03-08 19:59:19 main:574] : INFO : Epoch 1581 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 2484.21 ms
[2022-03-08 19:59:22 main:574] : INFO : Epoch 1582 | loss: 0.0311649 | val_loss: 0.0311714 | Time: 2791.67 ms
[2022-03-08 19:59:25 main:574] : INFO : Epoch 1583 | loss: 0.0311664 | val_loss: 0.0311797 | Time: 2592.44 ms
[2022-03-08 19:59:28 main:574] : INFO : Epoch 1584 | loss: 0.031164 | val_loss: 0.0311725 | Time: 2879.24 ms
[2022-03-08 19:59:31 main:574] : INFO : Epoch 1585 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2789.31 ms
[2022-03-08 19:59:33 main:574] : INFO : Epoch 1586 | loss: 0.0311606 | val_loss: 0.0311715 | Time: 2562.48 ms
[2022-03-08 19:59:36 main:574] : INFO : Epoch 1587 | loss: 0.0311618 | val_loss: 0.0311722 | Time: 2962.1 ms
[2022-03-08 19:59:39 main:574] : INFO : Epoch 1588 | loss: 0.0311611 | val_loss: 0.0311716 | Time: 2911.29 ms
[2022-03-08 19:59:42 main:574] : INFO : Epoch 1589 | loss: 0.0311633 | val_loss: 0.0311756 | Time: 2889.1 ms
[2022-03-08 19:59:45 main:574] : INFO : Epoch 1590 | loss: 0.031162 | val_loss: 0.0311717 | Time: 2663.81 ms
[2022-03-08 19:59:48 main:574] : INFO : Epoch 1591 | loss: 0.0311633 | val_loss: 0.031185 | Time: 2978.83 ms
[2022-03-08 19:59:51 main:574] : INFO : Epoch 1592 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 2721.32 ms
[2022-03-08 19:59:54 main:574] : INFO : Epoch 1593 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 3038.15 ms
[2022-03-08 19:59:56 main:574] : INFO : Epoch 1594 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 2563.02 ms
[2022-03-08 19:59:59 main:574] : INFO : Epoch 1595 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 2465.33 ms
[2022-03-08 20:00:01 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 2583.81 ms
[2022-03-08 20:00:05 main:574] : INFO : Epoch 1597 | loss: 0.0311629 | val_loss: 0.0311711 | Time: 3391.41 ms
[2022-03-08 20:00:07 main:574] : INFO : Epoch 1598 | loss: 0.031163 | val_loss: 0.0311688 | Time: 2414.53 ms
[2022-03-08 20:00:10 main:574] : INFO : Epoch 1599 | loss: 0.0311639 | val_loss: 0.0311687 | Time: 2753.76 ms
[2022-03-08 20:00:13 main:574] : INFO : Epoch 1600 | loss: 0.0311663 | val_loss: 0.0311718 | Time: 2730.08 ms
[2022-03-08 20:00:15 main:574] : INFO : Epoch 1601 | loss: 0.031164 | val_loss: 0.0311726 | Time: 2373.43 ms
[2022-03-08 20:00:17 main:574] : INFO : Epoch 1602 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 2331.24 ms
[2022-03-08 20:00:20 main:574] : INFO : Epoch 1603 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 2509.79 ms
[2022-03-08 20:00:23 main:574] : INFO : Epoch 1604 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 2649.95 ms
[2022-03-08 20:00:25 main:574] : INFO : Epoch 1605 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 2736.11 ms
[2022-03-08 20:00:28 main:574] : INFO : Epoch 1606 | loss: 0.0311635 | val_loss: 0.0311764 | Time: 3013.4 ms
[2022-03-08 20:00:31 main:574] : INFO : Epoch 1607 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 2931.87 ms
[2022-03-08 20:00:35 main:574] : INFO : Epoch 1608 | loss: 0.0311706 | val_loss: 0.0311736 | Time: 3179.86 ms
[2022-03-08 20:00:37 main:574] : INFO : Epoch 1609 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 2855.04 ms
[2022-03-08 20:00:40 main:574] : INFO : Epoch 1610 | loss: 0.0311764 | val_loss: 0.0311772 | Time: 2551.05 ms
[2022-03-08 20:00:43 main:574] : INFO : Epoch 1611 | loss: 0.0311685 | val_loss: 0.0311725 | Time: 2903.91 ms
[2022-03-08 20:00:47 main:574] : INFO : Epoch 1612 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 3591.8 ms
[2022-03-08 20:00:50 main:574] : INFO : Epoch 1613 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 3295.45 ms
[2022-03-08 20:00:53 main:574] : INFO : Epoch 1614 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 3130.15 ms
[2022-03-08 20:00:56 main:574] : INFO : Epoch 1615 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 3103.51 ms
[2022-03-08 20:00:59 main:574] : INFO : Epoch 1616 | loss: 0.0311638 | val_loss: 0.0311813 | Time: 3056.67 ms
[2022-03-08 20:01:02 main:574] : INFO : Epoch 1617 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 2723.32 ms
[2022-03-08 20:01:05 main:574] : INFO : Epoch 1618 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 2413.47 ms
[2022-03-08 20:01:07 main:574] : INFO : Epoch 1619 | loss: 0.0311672 | val_loss: 0.0311699 | Time: 2520.21 ms
[2022-03-08 20:01:11 main:574] : INFO : Epoch 1620 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 3525.69 ms
[2022-03-08 20:01:15 main:574] : INFO : Epoch 1621 | loss: 0.0311646 | val_loss: 0.0311687 | Time: 4480.27 ms
[2022-03-08 20:01:19 main:574] : INFO : Epoch 1622 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 3525.93 ms
[2022-03-08 20:01:21 main:574] : INFO : Epoch 1623 | loss: 0.0311656 | val_loss: 0.0311675 | Time: 2436.56 ms
[2022-03-08 20:01:24 main:574] : INFO : Epoch 1624 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 2492.92 ms
[2022-03-08 20:01:26 main:574] : INFO : Epoch 1625 | loss: 0.0311681 | val_loss: 0.0311754 | Time: 2383.84 ms
[2022-03-08 20:01:29 main:574] : INFO : Epoch 1626 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 2399.24 ms
[2022-03-08 20:01:31 main:574] : INFO : Epoch 1627 | loss: 0.031166 | val_loss: 0.0311729 | Time: 2475.7 ms
[2022-03-08 20:01:34 main:574] : INFO : Epoch 1628 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 2665.32 ms
[2022-03-08 20:01:36 main:574] : INFO : Epoch 1629 | loss: 0.031166 | val_loss: 0.0311712 | Time: 2517.77 ms
[2022-03-08 20:01:40 main:574] : INFO : Epoch 1630 | loss: 0.0311639 | val_loss: 0.031172 | Time: 3091.54 ms
[2022-03-08 20:01:44 main:574] : INFO : Epoch 1631 | loss: 0.031165 | val_loss: 0.0311694 | Time: 4211.09 ms
[2022-03-08 20:01:48 main:574] : INFO : Epoch 1632 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 4229.65 ms
[2022-03-08 20:01:51 main:574] : INFO : Epoch 1633 | loss: 0.031164 | val_loss: 0.0311708 | Time: 2856.29 ms
[2022-03-08 20:01:54 main:574] : INFO : Epoch 1634 | loss: 0.0311645 | val_loss: 0.0311805 | Time: 2533.4 ms
[2022-03-08 20:01:56 main:574] : INFO : Epoch 1635 | loss: 0.0311688 | val_loss: 0.031175 | Time: 2756.66 ms
[2022-03-08 20:01:59 main:574] : INFO : Epoch 1636 | loss: 0.0311649 | val_loss: 0.0311714 | Time: 3176.78 ms
[2022-03-08 20:02:03 main:574] : INFO : Epoch 1637 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 3183.33 ms
[2022-03-08 20:02:06 main:574] : INFO : Epoch 1638 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 3008.27 ms
[2022-03-08 20:02:08 main:574] : INFO : Epoch 1639 | loss: 0.0311734 | val_loss: 0.031175 | Time: 2480.05 ms
[2022-03-08 20:02:11 main:574] : INFO : Epoch 1640 | loss: 0.0311718 | val_loss: 0.0311708 | Time: 2946.49 ms
[2022-03-08 20:02:14 main:574] : INFO : Epoch 1641 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 2796.73 ms
[2022-03-08 20:02:17 main:574] : INFO : Epoch 1642 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2839.5 ms
[2022-03-08 20:02:20 main:574] : INFO : Epoch 1643 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 2589.64 ms
[2022-03-08 20:02:23 main:574] : INFO : Epoch 1644 | loss: 0.031167 | val_loss: 0.0311711 | Time: 3577.88 ms
[2022-03-08 20:02:26 main:574] : INFO : Epoch 1645 | loss: 0.031167 | val_loss: 0.0311713 | Time: 2848.32 ms
[2022-03-08 20:02:30 main:574] : INFO : Epoch 1646 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 3370.59 ms
[2022-03-08 20:02:32 main:574] : INFO : Epoch 1647 | loss: 0.0311659 | val_loss: 0.0311715 | Time: 2673.12 ms
[2022-03-08 20:02:35 main:574] : INFO : Epoch 1648 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 3014.17 ms
[2022-03-08 20:02:38 main:574] : INFO : Epoch 1649 | loss: 0.0311661 | val_loss: 0.0311721 | Time: 2963.03 ms
[2022-03-08 20:02:41 main:574] : INFO : Epoch 1650 | loss: 0.0311705 | val_loss: 0.0311737 | Time: 2678.68 ms
[2022-03-08 20:02:44 main:574] : INFO : Epoch 1651 | loss: 0.0311721 | val_loss: 0.0311756 | Time: 2842.12 ms
[2022-03-08 20:02:47 main:574] : INFO : Epoch 1652 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 2933.14 ms
[2022-03-08 20:02:51 main:574] : INFO : Epoch 1653 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 3751.35 ms
[2022-03-08 20:02:53 main:574] : INFO : Epoch 1654 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 2630.7 ms
[2022-03-08 20:02:56 main:574] : INFO : Epoch 1655 | loss: 0.03117 | val_loss: 0.031176 | Time: 2924.84 ms
[2022-03-08 20:02:59 main:574] : INFO : Epoch 1656 | loss: 0.0311696 | val_loss: 0.0311734 | Time: 3014.67 ms
[2022-03-08 20:03:02 main:574] : INFO : Epoch 1657 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 2664.13 ms
[2022-03-08 20:03:05 main:574] : INFO : Epoch 1658 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 2869.53 ms
[2022-03-08 20:03:08 main:574] : INFO : Epoch 1659 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 2841.37 ms
[2022-03-08 20:03:10 main:574] : INFO : Epoch 1660 | loss: 0.0311668 | val_loss: 0.0311743 | Time: 2634.66 ms
[2022-03-08 20:03:13 main:574] : INFO : Epoch 1661 | loss: 0.0311677 | val_loss: 0.0311747 | Time: 2524.8 ms
[2022-03-08 20:03:15 main:574] : INFO : Epoch 1662 | loss: 0.0311665 | val_loss: 0.0311756 | Time: 2572.92 ms
[2022-03-08 20:03:18 main:574] : INFO : Epoch 1663 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 2889.12 ms
[2022-03-08 20:03:21 main:574] : INFO : Epoch 1664 | loss: 0.0311649 | val_loss: 0.0311756 | Time: 2523.32 ms
[2022-03-08 20:03:24 main:574] : INFO : Epoch 1665 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 3002.32 ms
[2022-03-08 20:03:27 main:574] : INFO : Epoch 1666 | loss: 0.031166 | val_loss: 0.0311787 | Time: 2774.51 ms
[2022-03-08 20:03:30 main:574] : INFO : Epoch 1667 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 2928.99 ms
[2022-03-08 20:03:32 main:574] : INFO : Epoch 1668 | loss: 0.0311635 | val_loss: 0.0311775 | Time: 2608.2 ms
[2022-03-08 20:03:35 main:574] : INFO : Epoch 1669 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 2588.27 ms
[2022-03-08 20:03:38 main:574] : INFO : Epoch 1670 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 2717.75 ms
[2022-03-08 20:03:41 main:574] : INFO : Epoch 1671 | loss: 0.0311623 | val_loss: 0.0311787 | Time: 3550.4 ms
[2022-03-08 20:03:44 main:574] : INFO : Epoch 1672 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2861.76 ms
[2022-03-08 20:03:47 main:574] : INFO : Epoch 1673 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 2600.36 ms
[2022-03-08 20:03:49 main:574] : INFO : Epoch 1674 | loss: 0.0311628 | val_loss: 0.0311714 | Time: 2473.85 ms
[2022-03-08 20:03:52 main:574] : INFO : Epoch 1675 | loss: 0.0311617 | val_loss: 0.0311705 | Time: 2731.19 ms
[2022-03-08 20:03:55 main:574] : INFO : Epoch 1676 | loss: 0.0311624 | val_loss: 0.0311737 | Time: 3050.98 ms
[2022-03-08 20:03:58 main:574] : INFO : Epoch 1677 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 2845.39 ms
[2022-03-08 20:04:01 main:574] : INFO : Epoch 1678 | loss: 0.031164 | val_loss: 0.0311745 | Time: 2608.32 ms
[2022-03-08 20:04:03 main:574] : INFO : Epoch 1679 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 2510.81 ms
[2022-03-08 20:04:06 main:574] : INFO : Epoch 1680 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 2629.23 ms
[2022-03-08 20:04:09 main:574] : INFO : Epoch 1681 | loss: 0.0311625 | val_loss: 0.031171 | Time: 3018.63 ms
[2022-03-08 20:04:12 main:574] : INFO : Epoch 1682 | loss: 0.0311651 | val_loss: 0.031171 | Time: 2535.5 ms
[2022-03-08 20:04:14 main:574] : INFO : Epoch 1683 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 2404.94 ms
[2022-03-08 20:04:17 main:574] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311711 | Time: 2510.65 ms
[2022-03-08 20:04:19 main:574] : INFO : Epoch 1685 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 2374.58 ms
[2022-03-08 20:04:22 main:574] : INFO : Epoch 1686 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 2503.18 ms
[2022-03-08 20:04:25 main:574] : INFO : Epoch 1687 | loss: 0.0311624 | val_loss: 0.0311694 | Time: 2954.1 ms
[2022-03-08 20:04:28 main:574] : INFO : Epoch 1688 | loss: 0.0311626 | val_loss: 0.0311705 | Time: 3028.33 ms
[2022-03-08 20:04:31 main:574] : INFO : Epoch 1689 | loss: 0.0311616 | val_loss: 0.0311702 | Time: 2840.96 ms
[2022-03-08 20:04:34 main:574] : INFO : Epoch 1690 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 3373.96 ms
[2022-03-08 20:04:37 main:574] : INFO : Epoch 1691 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 2955.23 ms
[2022-03-08 20:04:40 main:574] : INFO : Epoch 1692 | loss: 0.031162 | val_loss: 0.0311664 | Time: 2485.08 ms
[2022-03-08 20:04:42 main:574] : INFO : Epoch 1693 | loss: 0.0311602 | val_loss: 0.0311663 | Time: 2455.74 ms
[2022-03-08 20:04:45 main:574] : INFO : Epoch 1694 | loss: 0.0311609 | val_loss: 0.031168 | Time: 2533.14 ms
[2022-03-08 20:04:47 main:574] : INFO : Epoch 1695 | loss: 0.031161 | val_loss: 0.0311705 | Time: 2829.09 ms
[2022-03-08 20:04:50 main:574] : INFO : Epoch 1696 | loss: 0.0311644 | val_loss: 0.0311689 | Time: 3056.17 ms
[2022-03-08 20:04:53 main:574] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 2788.84 ms
[2022-03-08 20:04:57 main:574] : INFO : Epoch 1698 | loss: 0.0311608 | val_loss: 0.031168 | Time: 3548.64 ms
[2022-03-08 20:04:59 main:574] : INFO : Epoch 1699 | loss: 0.03116 | val_loss: 0.031171 | Time: 2609.07 ms
[2022-03-08 20:05:02 main:574] : INFO : Epoch 1700 | loss: 0.0311626 | val_loss: 0.0311732 | Time: 2691.59 ms
[2022-03-08 20:05:05 main:574] : INFO : Epoch 1701 | loss: 0.0311685 | val_loss: 0.0311678 | Time: 2622.97 ms
[2022-03-08 20:05:08 main:574] : INFO : Epoch 1702 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 2635.56 ms
[2022-03-08 20:05:11 main:574] : INFO : Epoch 1703 | loss: 0.0311599 | val_loss: 0.0311664 | Time: 2989.81 ms
[2022-03-08 20:05:13 main:574] : INFO : Epoch 1704 | loss: 0.0311576 | val_loss: 0.0311677 | Time: 2646.22 ms
[2022-03-08 20:05:16 main:574] : INFO : Epoch 1705 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 2804.95 ms
[2022-03-08 20:05:19 main:574] : INFO : Epoch 1706 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2440.34 ms
[2022-03-08 20:05:21 main:574] : INFO : Epoch 1707 | loss: 0.0311579 | val_loss: 0.0311674 | Time: 2785.72 ms
[2022-03-08 20:05:25 main:574] : INFO : Epoch 1708 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 3220.91 ms
[2022-03-08 20:05:27 main:574] : INFO : Epoch 1709 | loss: 0.0311605 | val_loss: 0.0311646 | Time: 2735.12 ms
[2022-03-08 20:05:30 main:574] : INFO : Epoch 1710 | loss: 0.0311639 | val_loss: 0.03117 | Time: 2579.68 ms
[2022-03-08 20:05:33 main:574] : INFO : Epoch 1711 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 2481.03 ms
[2022-03-08 20:05:35 main:574] : INFO : Epoch 1712 | loss: 0.0311572 | val_loss: 0.0311652 | Time: 2568.08 ms
[2022-03-08 20:05:38 main:574] : INFO : Epoch 1713 | loss: 0.0311573 | val_loss: 0.0311709 | Time: 2876.05 ms
[2022-03-08 20:05:41 main:574] : INFO : Epoch 1714 | loss: 0.031158 | val_loss: 0.031168 | Time: 2694.02 ms
[2022-03-08 20:05:43 main:574] : INFO : Epoch 1715 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 2626.51 ms
[2022-03-08 20:05:46 main:574] : INFO : Epoch 1716 | loss: 0.031157 | val_loss: 0.0311674 | Time: 2673.65 ms
[2022-03-08 20:05:49 main:574] : INFO : Epoch 1717 | loss: 0.0311581 | val_loss: 0.031164 | Time: 3296.15 ms
[2022-03-08 20:05:52 main:574] : INFO : Epoch 1718 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2965.96 ms
[2022-03-08 20:05:55 main:574] : INFO : Epoch 1719 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 2447.76 ms
[2022-03-08 20:05:58 main:574] : INFO : Epoch 1720 | loss: 0.0311577 | val_loss: 0.0311678 | Time: 3090.67 ms
[2022-03-08 20:06:01 main:574] : INFO : Epoch 1721 | loss: 0.0311572 | val_loss: 0.031167 | Time: 3067.87 ms
[2022-03-08 20:06:04 main:574] : INFO : Epoch 1722 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 2642.23 ms
[2022-03-08 20:06:07 main:574] : INFO : Epoch 1723 | loss: 0.031156 | val_loss: 0.0311696 | Time: 2672.07 ms
[2022-03-08 20:06:09 main:574] : INFO : Epoch 1724 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 2726.92 ms
[2022-03-08 20:06:12 main:574] : INFO : Epoch 1725 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 3035.87 ms
[2022-03-08 20:06:15 main:574] : INFO : Epoch 1726 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 2529.62 ms
[2022-03-08 20:06:18 main:574] : INFO : Epoch 1727 | loss: 0.0311582 | val_loss: 0.0311692 | Time: 2890.2 ms
[2022-03-08 20:06:21 main:574] : INFO : Epoch 1728 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 3177.95 ms
[2022-03-08 20:06:24 main:574] : INFO : Epoch 1729 | loss: 0.0311571 | val_loss: 0.0311679 | Time: 3146.41 ms
[2022-03-08 20:06:27 main:574] : INFO : Epoch 1730 | loss: 0.03116 | val_loss: 0.0311654 | Time: 2578.11 ms
[2022-03-08 20:06:29 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.0311631 | Time: 2572.54 ms
[2022-03-08 20:06:32 main:574] : INFO : Epoch 1732 | loss: 0.0311672 | val_loss: 0.0311619 | Time: 2550.89 ms
[2022-03-08 20:06:35 main:574] : INFO : Epoch 1733 | loss: 0.0311601 | val_loss: 0.0311661 | Time: 2989.1 ms
[2022-03-08 20:06:38 main:574] : INFO : Epoch 1734 | loss: 0.0311578 | val_loss: 0.0311653 | Time: 3057.85 ms
[2022-03-08 20:06:41 main:574] : INFO : Epoch 1735 | loss: 0.0311573 | val_loss: 0.0311635 | Time: 2711.85 ms
[2022-03-08 20:06:43 main:574] : INFO : Epoch 1736 | loss: 0.0311596 | val_loss: 0.0311636 | Time: 2479.43 ms
[2022-03-08 20:06:46 main:574] : INFO : Epoch 1737 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 2681.64 ms
[2022-03-08 20:06:49 main:574] : INFO : Epoch 1738 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 2959.64 ms
[2022-03-08 20:06:52 main:574] : INFO : Epoch 1739 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 3315.03 ms
[2022-03-08 20:06:55 main:574] : INFO : Epoch 1740 | loss: 0.0311598 | val_loss: 0.0311642 | Time: 2533.64 ms
[2022-03-08 20:06:58 main:574] : INFO : Epoch 1741 | loss: 0.0311596 | val_loss: 0.0311644 | Time: 2948.96 ms
[2022-03-08 20:07:01 main:574] : INFO : Epoch 1742 | loss: 0.0311577 | val_loss: 0.0311662 | Time: 2898.12 ms
[2022-03-08 20:07:04 main:574] : INFO : Epoch 1743 | loss: 0.0311591 | val_loss: 0.031167 | Time: 3352.22 ms
[2022-03-08 20:07:08 main:574] : INFO : Epoch 1744 | loss: 0.0311569 | val_loss: 0.0311702 | Time: 3150.47 ms
[2022-03-08 20:07:11 main:574] : INFO : Epoch 1745 | loss: 0.0311558 | val_loss: 0.0311672 | Time: 3084.42 ms
[2022-03-08 20:07:14 main:574] : INFO : Epoch 1746 | loss: 0.0311561 | val_loss: 0.0311675 | Time: 3159.8 ms
[2022-03-08 20:07:16 main:574] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 2462.66 ms
[2022-03-08 20:07:19 main:574] : INFO : Epoch 1748 | loss: 0.0311592 | val_loss: 0.0311757 | Time: 2644.58 ms
[2022-03-08 20:07:22 main:574] : INFO : Epoch 1749 | loss: 0.0311613 | val_loss: 0.0311771 | Time: 2834.16 ms
[2022-03-08 20:07:25 main:574] : INFO : Epoch 1750 | loss: 0.0311597 | val_loss: 0.0311783 | Time: 3377.86 ms
[2022-03-08 20:07:28 main:574] : INFO : Epoch 1751 | loss: 0.0311584 | val_loss: 0.031172 | Time: 2852.63 ms
[2022-03-08 20:07:31 main:574] : INFO : Epoch 1752 | loss: 0.0311575 | val_loss: 0.0311716 | Time: 2697.55 ms
[2022-03-08 20:07:34 main:574] : INFO : Epoch 1753 | loss: 0.0311581 | val_loss: 0.0311749 | Time: 2721.99 ms
[2022-03-08 20:07:37 main:574] : INFO : Epoch 1754 | loss: 0.0311574 | val_loss: 0.0311724 | Time: 3021.49 ms
[2022-03-08 20:07:39 main:574] : INFO : Epoch 1755 | loss: 0.0311581 | val_loss: 0.0311664 | Time: 2488.45 ms
[2022-03-08 20:07:43 main:574] : INFO : Epoch 1756 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 3524.42 ms
[2022-03-08 20:07:45 main:574] : INFO : Epoch 1757 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 2659.06 ms
[2022-03-08 20:07:48 main:574] : INFO : Epoch 1758 | loss: 0.0311562 | val_loss: 0.0311675 | Time: 2557.25 ms
[2022-03-08 20:07:51 main:574] : INFO : Epoch 1759 | loss: 0.0311568 | val_loss: 0.0311727 | Time: 2471.39 ms
[2022-03-08 20:07:53 main:574] : INFO : Epoch 1760 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 2865.23 ms
[2022-03-08 20:07:57 main:574] : INFO : Epoch 1761 | loss: 0.0311591 | val_loss: 0.0311687 | Time: 3087.29 ms
[2022-03-08 20:07:59 main:574] : INFO : Epoch 1762 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2681.34 ms
[2022-03-08 20:08:02 main:574] : INFO : Epoch 1763 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2892.9 ms
[2022-03-08 20:08:05 main:574] : INFO : Epoch 1764 | loss: 0.0311594 | val_loss: 0.0311701 | Time: 2521 ms
[2022-03-08 20:08:07 main:574] : INFO : Epoch 1765 | loss: 0.031158 | val_loss: 0.0311719 | Time: 2496.39 ms
[2022-03-08 20:08:10 main:574] : INFO : Epoch 1766 | loss: 0.0311589 | val_loss: 0.0311652 | Time: 2543.93 ms
[2022-03-08 20:08:13 main:574] : INFO : Epoch 1767 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 3067.13 ms
[2022-03-08 20:08:16 main:574] : INFO : Epoch 1768 | loss: 0.03116 | val_loss: 0.03117 | Time: 2873.29 ms
[2022-03-08 20:08:19 main:574] : INFO : Epoch 1769 | loss: 0.0311593 | val_loss: 0.031172 | Time: 3590.2 ms
[2022-03-08 20:08:22 main:574] : INFO : Epoch 1770 | loss: 0.031161 | val_loss: 0.0311684 | Time: 3042.19 ms
[2022-03-08 20:08:25 main:574] : INFO : Epoch 1771 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 2555.63 ms
[2022-03-08 20:08:28 main:574] : INFO : Epoch 1772 | loss: 0.03116 | val_loss: 0.031169 | Time: 2516.41 ms
[2022-03-08 20:08:30 main:574] : INFO : Epoch 1773 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 2812.87 ms
[2022-03-08 20:08:33 main:574] : INFO : Epoch 1774 | loss: 0.0311565 | val_loss: 0.031174 | Time: 2409.42 ms
[2022-03-08 20:08:36 main:574] : INFO : Epoch 1775 | loss: 0.0311596 | val_loss: 0.0311742 | Time: 2698.22 ms
[2022-03-08 20:08:38 main:574] : INFO : Epoch 1776 | loss: 0.0311597 | val_loss: 0.0311739 | Time: 2431.12 ms
[2022-03-08 20:08:41 main:574] : INFO : Epoch 1777 | loss: 0.0311584 | val_loss: 0.0311717 | Time: 2613.7 ms
[2022-03-08 20:08:43 main:574] : INFO : Epoch 1778 | loss: 0.0311599 | val_loss: 0.0311753 | Time: 2556.61 ms
[2022-03-08 20:08:46 main:574] : INFO : Epoch 1779 | loss: 0.0311595 | val_loss: 0.0311708 | Time: 2461 ms
[2022-03-08 20:08:48 main:574] : INFO : Epoch 1780 | loss: 0.0311587 | val_loss: 0.0311699 | Time: 2587.47 ms
[2022-03-08 20:08:51 main:574] : INFO : Epoch 1781 | loss: 0.0311586 | val_loss: 0.03117 | Time: 2859.8 ms
[2022-03-08 20:08:54 main:574] : INFO : Epoch 1782 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 3245.65 ms
[2022-03-08 20:08:57 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311691 | Time: 2781.83 ms
[2022-03-08 20:09:00 main:574] : INFO : Epoch 1784 | loss: 0.0311601 | val_loss: 0.0311715 | Time: 2740.75 ms
[2022-03-08 20:09:03 main:574] : INFO : Epoch 1785 | loss: 0.0311563 | val_loss: 0.031177 | Time: 2895.34 ms
[2022-03-08 20:09:06 main:574] : INFO : Epoch 1786 | loss: 0.0311565 | val_loss: 0.0311762 | Time: 2751.53 ms
[2022-03-08 20:09:08 main:574] : INFO : Epoch 1787 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 2655.93 ms
[2022-03-08 20:09:11 main:574] : INFO : Epoch 1788 | loss: 0.0311546 | val_loss: 0.0311709 | Time: 2566.28 ms
[2022-03-08 20:09:14 main:574] : INFO : Epoch 1789 | loss: 0.0311561 | val_loss: 0.0311681 | Time: 3431.36 ms
[2022-03-08 20:09:18 main:574] : INFO : Epoch 1790 | loss: 0.0311576 | val_loss: 0.0311666 | Time: 3160.52 ms
[2022-03-08 20:09:21 main:574] : INFO : Epoch 1791 | loss: 0.031157 | val_loss: 0.0311712 | Time: 3257.14 ms
[2022-03-08 20:09:24 main:574] : INFO : Epoch 1792 | loss: 0.0311588 | val_loss: 0.0311686 | Time: 2639.05 ms
[2022-03-08 20:09:26 main:574] : INFO : Epoch 1793 | loss: 0.0311581 | val_loss: 0.0311696 | Time: 2513.74 ms
[2022-03-08 20:09:29 main:574] : INFO : Epoch 1794 | loss: 0.031157 | val_loss: 0.0311688 | Time: 2617.77 ms
[2022-03-08 20:09:32 main:574] : INFO : Epoch 1795 | loss: 0.031157 | val_loss: 0.0311669 | Time: 2904.57 ms
[2022-03-08 20:09:34 main:574] : INFO : Epoch 1796 | loss: 0.0311547 | val_loss: 0.0311689 | Time: 2533.96 ms
[2022-03-08 20:09:37 main:574] : INFO : Epoch 1797 | loss: 0.0311549 | val_loss: 0.0311647 | Time: 2497.75 ms
[2022-03-08 20:09:39 main:574] : INFO : Epoch 1798 | loss: 0.0311548 | val_loss: 0.0311661 | Time: 2762.87 ms
[2022-03-08 20:09:42 main:574] : INFO : Epoch 1799 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 2845.6 ms
[2022-03-08 20:09:45 main:574] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.0311646 | Time: 3033.62 ms
[2022-03-08 20:09:49 main:574] : INFO : Epoch 1801 | loss: 0.0311556 | val_loss: 0.0311636 | Time: 3102.62 ms
[2022-03-08 20:09:51 main:574] : INFO : Epoch 1802 | loss: 0.0311531 | val_loss: 0.031166 | Time: 2453.54 ms
[2022-03-08 20:09:54 main:574] : INFO : Epoch 1803 | loss: 0.0311531 | val_loss: 0.0311661 | Time: 2674.58 ms
[2022-03-08 20:09:57 main:574] : INFO : Epoch 1804 | loss: 0.0311536 | val_loss: 0.0311655 | Time: 3422.34 ms
[2022-03-08 20:10:01 main:574] : INFO : Epoch 1805 | loss: 0.0311535 | val_loss: 0.0311656 | Time: 3703.54 ms
[2022-03-08 20:10:04 main:574] : INFO : Epoch 1806 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 3181.88 ms
[2022-03-08 20:10:08 main:574] : INFO : Epoch 1807 | loss: 0.0311529 | val_loss: 0.0311638 | Time: 3290.6 ms
[2022-03-08 20:10:11 main:574] : INFO : Epoch 1808 | loss: 0.0311528 | val_loss: 0.031172 | Time: 3513.15 ms
[2022-03-08 20:10:14 main:574] : INFO : Epoch 1809 | loss: 0.0311556 | val_loss: 0.0311687 | Time: 2645.77 ms
[2022-03-08 20:10:16 main:574] : INFO : Epoch 1810 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 2719.49 ms
[2022-03-08 20:10:19 main:574] : INFO : Epoch 1811 | loss: 0.0311514 | val_loss: 0.0311669 | Time: 2826.56 ms
[2022-03-08 20:10:22 main:574] : INFO : Epoch 1812 | loss: 0.0311523 | val_loss: 0.031166 | Time: 2544.48 ms
[2022-03-08 20:10:24 main:574] : INFO : Epoch 1813 | loss: 0.0311607 | val_loss: 0.03117 | Time: 2561.71 ms
[2022-03-08 20:10:28 main:574] : INFO : Epoch 1814 | loss: 0.0311607 | val_loss: 0.0311671 | Time: 3103.06 ms
[2022-03-08 20:10:30 main:574] : INFO : Epoch 1815 | loss: 0.0311591 | val_loss: 0.0311669 | Time: 2757.76 ms
[2022-03-08 20:10:33 main:574] : INFO : Epoch 1816 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 2590.82 ms
[2022-03-08 20:10:35 main:574] : INFO : Epoch 1817 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 2395.85 ms
[2022-03-08 20:10:38 main:574] : INFO : Epoch 1818 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 2727.72 ms
[2022-03-08 20:10:41 main:574] : INFO : Epoch 1819 | loss: 0.031157 | val_loss: 0.0311648 | Time: 3083.87 ms
[2022-03-08 20:10:44 main:574] : INFO : Epoch 1820 | loss: 0.0311579 | val_loss: 0.0311648 | Time: 2802.41 ms
[2022-03-08 20:10:47 main:574] : INFO : Epoch 1821 | loss: 0.0311582 | val_loss: 0.0311669 | Time: 2799.46 ms
[2022-03-08 20:10:50 main:574] : INFO : Epoch 1822 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2629.24 ms
[2022-03-08 20:10:52 main:574] : INFO : Epoch 1823 | loss: 0.0311548 | val_loss: 0.0311652 | Time: 2791.4 ms
[2022-03-08 20:10:56 main:574] : INFO : Epoch 1824 | loss: 0.0311548 | val_loss: 0.0311679 | Time: 3426.63 ms
[2022-03-08 20:10:59 main:574] : INFO : Epoch 1825 | loss: 0.0311557 | val_loss: 0.0311676 | Time: 2708.75 ms
[2022-03-08 20:11:02 main:574] : INFO : Epoch 1826 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 3329.76 ms
[2022-03-08 20:11:05 main:574] : INFO : Epoch 1827 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 3103.04 ms
[2022-03-08 20:11:08 main:574] : INFO : Epoch 1828 | loss: 0.0311522 | val_loss: 0.0311649 | Time: 3248.85 ms
[2022-03-08 20:11:11 main:574] : INFO : Epoch 1829 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 2877.81 ms
[2022-03-08 20:11:14 main:574] : INFO : Epoch 1830 | loss: 0.0311544 | val_loss: 0.031162 | Time: 2823.55 ms
[2022-03-08 20:11:17 main:574] : INFO : Epoch 1831 | loss: 0.0311529 | val_loss: 0.0311621 | Time: 2630.13 ms
[2022-03-08 20:11:20 main:574] : INFO : Epoch 1832 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 2920.97 ms
[2022-03-08 20:11:23 main:574] : INFO : Epoch 1833 | loss: 0.031151 | val_loss: 0.0311626 | Time: 3032.12 ms
[2022-03-08 20:11:26 main:574] : INFO : Epoch 1834 | loss: 0.0311519 | val_loss: 0.0311614 | Time: 2886.33 ms
[2022-03-08 20:11:29 main:574] : INFO : Epoch 1835 | loss: 0.0311529 | val_loss: 0.0311645 | Time: 2912.56 ms
[2022-03-08 20:11:32 main:574] : INFO : Epoch 1836 | loss: 0.0311568 | val_loss: 0.0311716 | Time: 2896.83 ms
[2022-03-08 20:11:35 main:574] : INFO : Epoch 1837 | loss: 0.0311642 | val_loss: 0.0311699 | Time: 2872.53 ms
[2022-03-08 20:11:38 main:574] : INFO : Epoch 1838 | loss: 0.0311639 | val_loss: 0.031168 | Time: 3033.93 ms
[2022-03-08 20:11:41 main:574] : INFO : Epoch 1839 | loss: 0.0311614 | val_loss: 0.0311686 | Time: 2965.65 ms
[2022-03-08 20:11:43 main:574] : INFO : Epoch 1840 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 2649.28 ms
[2022-03-08 20:11:47 main:574] : INFO : Epoch 1841 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 3243.58 ms
[2022-03-08 20:11:50 main:574] : INFO : Epoch 1842 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 2985.18 ms
[2022-03-08 20:11:53 main:574] : INFO : Epoch 1843 | loss: 0.0311609 | val_loss: 0.0311681 | Time: 2995.26 ms
[2022-03-08 20:11:55 main:574] : INFO : Epoch 1844 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 2608.03 ms
[2022-03-08 20:11:58 main:574] : INFO : Epoch 1845 | loss: 0.0311596 | val_loss: 0.0311661 | Time: 2488.93 ms
[2022-03-08 20:12:01 main:574] : INFO : Epoch 1846 | loss: 0.0311578 | val_loss: 0.031164 | Time: 3106.22 ms
[2022-03-08 20:12:04 main:574] : INFO : Epoch 1847 | loss: 0.0311564 | val_loss: 0.0311675 | Time: 3105.4 ms
[2022-03-08 20:12:07 main:574] : INFO : Epoch 1848 | loss: 0.0311547 | val_loss: 0.0311654 | Time: 2479.58 ms
[2022-03-08 20:12:10 main:574] : INFO : Epoch 1849 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 3368.62 ms
[2022-03-08 20:12:14 main:574] : INFO : Epoch 1850 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 3777.62 ms
[2022-03-08 20:12:17 main:574] : INFO : Epoch 1851 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 2734.86 ms
[2022-03-08 20:12:19 main:574] : INFO : Epoch 1852 | loss: 0.031155 | val_loss: 0.0311634 | Time: 2843.36 ms
[2022-03-08 20:12:23 main:574] : INFO : Epoch 1853 | loss: 0.0311548 | val_loss: 0.0311642 | Time: 3054.91 ms
[2022-03-08 20:12:25 main:574] : INFO : Epoch 1854 | loss: 0.0311536 | val_loss: 0.0311622 | Time: 2360.15 ms
[2022-03-08 20:12:28 main:574] : INFO : Epoch 1855 | loss: 0.0311544 | val_loss: 0.0311654 | Time: 2867.86 ms
[2022-03-08 20:12:31 main:574] : INFO : Epoch 1856 | loss: 0.0311538 | val_loss: 0.0311643 | Time: 3278.3 ms
[2022-03-08 20:12:34 main:574] : INFO : Epoch 1857 | loss: 0.031155 | val_loss: 0.0311642 | Time: 2779.93 ms
[2022-03-08 20:12:37 main:574] : INFO : Epoch 1858 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 2739.86 ms
[2022-03-08 20:12:40 main:574] : INFO : Epoch 1859 | loss: 0.0311528 | val_loss: 0.0311647 | Time: 2780.58 ms
[2022-03-08 20:12:42 main:574] : INFO : Epoch 1860 | loss: 0.0311573 | val_loss: 0.0311703 | Time: 2344.73 ms
[2022-03-08 20:12:45 main:574] : INFO : Epoch 1861 | loss: 0.0311585 | val_loss: 0.0311659 | Time: 3394.83 ms
[2022-03-08 20:12:48 main:574] : INFO : Epoch 1862 | loss: 0.0311569 | val_loss: 0.0311757 | Time: 2879.64 ms
[2022-03-08 20:12:51 main:574] : INFO : Epoch 1863 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 2734.76 ms
[2022-03-08 20:12:54 main:574] : INFO : Epoch 1864 | loss: 0.0311568 | val_loss: 0.0311713 | Time: 3152.13 ms
[2022-03-08 20:12:57 main:574] : INFO : Epoch 1865 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 2736.26 ms
[2022-03-08 20:13:00 main:574] : INFO : Epoch 1866 | loss: 0.0311576 | val_loss: 0.0311704 | Time: 2735.11 ms
[2022-03-08 20:13:03 main:574] : INFO : Epoch 1867 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2969.25 ms
[2022-03-08 20:13:05 main:574] : INFO : Epoch 1868 | loss: 0.031156 | val_loss: 0.0311681 | Time: 2693.37 ms
[2022-03-08 20:13:09 main:574] : INFO : Epoch 1869 | loss: 0.031156 | val_loss: 0.0311747 | Time: 3370.96 ms
[2022-03-08 20:13:11 main:574] : INFO : Epoch 1870 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2491.79 ms
[2022-03-08 20:13:15 main:574] : INFO : Epoch 1871 | loss: 0.0311722 | val_loss: 0.0311763 | Time: 3135.87 ms
[2022-03-08 20:13:17 main:574] : INFO : Epoch 1872 | loss: 0.0311724 | val_loss: 0.0311794 | Time: 2930.05 ms
[2022-03-08 20:13:20 main:574] : INFO : Epoch 1873 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 2575.06 ms
[2022-03-08 20:13:23 main:574] : INFO : Epoch 1874 | loss: 0.0311707 | val_loss: 0.0311769 | Time: 2636.15 ms
[2022-03-08 20:13:26 main:574] : INFO : Epoch 1875 | loss: 0.0311698 | val_loss: 0.0311729 | Time: 3218.12 ms
[2022-03-08 20:13:29 main:574] : INFO : Epoch 1876 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 2773.11 ms
[2022-03-08 20:13:32 main:574] : INFO : Epoch 1877 | loss: 0.0311683 | val_loss: 0.031177 | Time: 2931.93 ms
[2022-03-08 20:13:34 main:574] : INFO : Epoch 1878 | loss: 0.031169 | val_loss: 0.0311756 | Time: 2548.16 ms
[2022-03-08 20:13:37 main:574] : INFO : Epoch 1879 | loss: 0.0311697 | val_loss: 0.0311808 | Time: 2760.2 ms
[2022-03-08 20:13:40 main:574] : INFO : Epoch 1880 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 2793.31 ms
[2022-03-08 20:13:43 main:574] : INFO : Epoch 1881 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2868.71 ms
[2022-03-08 20:13:46 main:574] : INFO : Epoch 1882 | loss: 0.0311688 | val_loss: 0.0311773 | Time: 2770.14 ms
[2022-03-08 20:13:48 main:574] : INFO : Epoch 1883 | loss: 0.031168 | val_loss: 0.0311766 | Time: 2634.68 ms
[2022-03-08 20:13:51 main:574] : INFO : Epoch 1884 | loss: 0.031166 | val_loss: 0.0311728 | Time: 2418.34 ms
[2022-03-08 20:13:54 main:574] : INFO : Epoch 1885 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 2694.64 ms
[2022-03-08 20:13:57 main:574] : INFO : Epoch 1886 | loss: 0.031164 | val_loss: 0.0311722 | Time: 3121.93 ms
[2022-03-08 20:13:59 main:574] : INFO : Epoch 1887 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 2405.04 ms
[2022-03-08 20:14:02 main:574] : INFO : Epoch 1888 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 2528.96 ms
[2022-03-08 20:14:04 main:574] : INFO : Epoch 1889 | loss: 0.0311637 | val_loss: 0.031172 | Time: 2761.95 ms
[2022-03-08 20:14:07 main:574] : INFO : Epoch 1890 | loss: 0.0311637 | val_loss: 0.031174 | Time: 2909.29 ms
[2022-03-08 20:14:10 main:574] : INFO : Epoch 1891 | loss: 0.0311621 | val_loss: 0.0311732 | Time: 2654.26 ms
[2022-03-08 20:14:13 main:574] : INFO : Epoch 1892 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 2922.04 ms
[2022-03-08 20:14:16 main:574] : INFO : Epoch 1893 | loss: 0.0311623 | val_loss: 0.0311717 | Time: 2716.53 ms
[2022-03-08 20:14:19 main:574] : INFO : Epoch 1894 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 2781.25 ms
[2022-03-08 20:14:21 main:574] : INFO : Epoch 1895 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2573.93 ms
[2022-03-08 20:14:24 main:574] : INFO : Epoch 1896 | loss: 0.0311643 | val_loss: 0.0311702 | Time: 2703.27 ms
[2022-03-08 20:14:27 main:574] : INFO : Epoch 1897 | loss: 0.0311639 | val_loss: 0.0311737 | Time: 3192.87 ms
[2022-03-08 20:14:30 main:574] : INFO : Epoch 1898 | loss: 0.0311653 | val_loss: 0.0311718 | Time: 2753.02 ms
[2022-03-08 20:14:32 main:574] : INFO : Epoch 1899 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 2361.98 ms
[2022-03-08 20:14:35 main:574] : INFO : Epoch 1900 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 2856.72 ms
[2022-03-08 20:14:38 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311769 | Time: 3024.06 ms
[2022-03-08 20:14:41 main:574] : INFO : Epoch 1902 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 2581.41 ms
[2022-03-08 20:14:44 main:574] : INFO : Epoch 1903 | loss: 0.0311642 | val_loss: 0.0311718 | Time: 2742.73 ms
[2022-03-08 20:14:47 main:574] : INFO : Epoch 1904 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 2728.07 ms
[2022-03-08 20:14:50 main:574] : INFO : Epoch 1905 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 3149.79 ms
[2022-03-08 20:14:52 main:574] : INFO : Epoch 1906 | loss: 0.0311631 | val_loss: 0.0311713 | Time: 2674.87 ms
[2022-03-08 20:14:55 main:574] : INFO : Epoch 1907 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 2948.34 ms
[2022-03-08 20:14:58 main:574] : INFO : Epoch 1908 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 2661.95 ms
[2022-03-08 20:15:01 main:574] : INFO : Epoch 1909 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2807.59 ms
[2022-03-08 20:15:04 main:574] : INFO : Epoch 1910 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 2927.68 ms
[2022-03-08 20:15:07 main:574] : INFO : Epoch 1911 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 2809.83 ms
[2022-03-08 20:15:10 main:574] : INFO : Epoch 1912 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 2845.94 ms
[2022-03-08 20:15:12 main:574] : INFO : Epoch 1913 | loss: 0.0311631 | val_loss: 0.0311674 | Time: 2719.5 ms
[2022-03-08 20:15:16 main:574] : INFO : Epoch 1914 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 3244.73 ms
[2022-03-08 20:15:18 main:574] : INFO : Epoch 1915 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 2732.53 ms
[2022-03-08 20:15:21 main:574] : INFO : Epoch 1916 | loss: 0.0311629 | val_loss: 0.0311679 | Time: 2798.18 ms
[2022-03-08 20:15:24 main:574] : INFO : Epoch 1917 | loss: 0.0311619 | val_loss: 0.0311671 | Time: 2588.76 ms
[2022-03-08 20:15:26 main:574] : INFO : Epoch 1918 | loss: 0.0311599 | val_loss: 0.0311647 | Time: 2568.93 ms
[2022-03-08 20:15:29 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.031165 | Time: 2642.54 ms
[2022-03-08 20:15:32 main:574] : INFO : Epoch 1920 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 3019.49 ms
[2022-03-08 20:15:35 main:574] : INFO : Epoch 1921 | loss: 0.0311618 | val_loss: 0.0311696 | Time: 2537.3 ms
[2022-03-08 20:15:37 main:574] : INFO : Epoch 1922 | loss: 0.0311633 | val_loss: 0.0311681 | Time: 2761.81 ms
[2022-03-08 20:15:40 main:574] : INFO : Epoch 1923 | loss: 0.0311657 | val_loss: 0.0311712 | Time: 2670.46 ms
[2022-03-08 20:15:43 main:574] : INFO : Epoch 1924 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 2760.96 ms
[2022-03-08 20:15:46 main:574] : INFO : Epoch 1925 | loss: 0.0311656 | val_loss: 0.0311696 | Time: 2897.8 ms
[2022-03-08 20:15:49 main:574] : INFO : Epoch 1926 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 3048.37 ms
[2022-03-08 20:15:52 main:574] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 2989.15 ms
[2022-03-08 20:15:55 main:574] : INFO : Epoch 1928 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 2580.64 ms
[2022-03-08 20:15:59 main:574] : INFO : Epoch 1929 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 4354.42 ms
[2022-03-08 20:16:02 main:574] : INFO : Epoch 1930 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 2813.49 ms
[2022-03-08 20:16:04 main:574] : INFO : Epoch 1931 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2677.4 ms
[2022-03-08 20:16:07 main:574] : INFO : Epoch 1932 | loss: 0.0311591 | val_loss: 0.0311676 | Time: 2622.61 ms
[2022-03-08 20:16:10 main:574] : INFO : Epoch 1933 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 2577.69 ms
[2022-03-08 20:16:13 main:574] : INFO : Epoch 1934 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 3127.76 ms
[2022-03-08 20:16:16 main:574] : INFO : Epoch 1935 | loss: 0.0311593 | val_loss: 0.031174 | Time: 2711.88 ms
[2022-03-08 20:16:18 main:574] : INFO : Epoch 1936 | loss: 0.0311613 | val_loss: 0.031176 | Time: 2598.83 ms
[2022-03-08 20:16:21 main:574] : INFO : Epoch 1937 | loss: 0.0311698 | val_loss: 0.0311776 | Time: 2489.3 ms
[2022-03-08 20:16:24 main:574] : INFO : Epoch 1938 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 3176.85 ms
[2022-03-08 20:16:27 main:574] : INFO : Epoch 1939 | loss: 0.0311842 | val_loss: 0.0311981 | Time: 2834.7 ms
[2022-03-08 20:16:30 main:574] : INFO : Epoch 1940 | loss: 0.031178 | val_loss: 0.0311764 | Time: 3014.99 ms
[2022-03-08 20:16:33 main:574] : INFO : Epoch 1941 | loss: 0.031167 | val_loss: 0.0311672 | Time: 3248.67 ms
[2022-03-08 20:16:36 main:574] : INFO : Epoch 1942 | loss: 0.03116 | val_loss: 0.031166 | Time: 2450.1 ms
[2022-03-08 20:16:38 main:574] : INFO : Epoch 1943 | loss: 0.0311604 | val_loss: 0.0311817 | Time: 2361.68 ms
[2022-03-08 20:16:41 main:574] : INFO : Epoch 1944 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 2582.15 ms
[2022-03-08 20:16:43 main:574] : INFO : Epoch 1945 | loss: 0.031159 | val_loss: 0.0311648 | Time: 2402.23 ms
[2022-03-08 20:16:46 main:574] : INFO : Epoch 1946 | loss: 0.0311581 | val_loss: 0.0311641 | Time: 2369.56 ms
[2022-03-08 20:16:48 main:574] : INFO : Epoch 1947 | loss: 0.0311577 | val_loss: 0.0311639 | Time: 2617.87 ms
[2022-03-08 20:16:51 main:574] : INFO : Epoch 1948 | loss: 0.0311572 | val_loss: 0.0311657 | Time: 3189.93 ms
[2022-03-08 20:16:55 main:574] : INFO : Epoch 1949 | loss: 0.0311568 | val_loss: 0.0311636 | Time: 3118.04 ms
[2022-03-08 20:16:57 main:574] : INFO : Epoch 1950 | loss: 0.0311571 | val_loss: 0.0311641 | Time: 2408.07 ms
[2022-03-08 20:16:59 main:574] : INFO : Epoch 1951 | loss: 0.0311564 | val_loss: 0.0311648 | Time: 2456.55 ms
[2022-03-08 20:17:02 main:574] : INFO : Epoch 1952 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 2440.13 ms
[2022-03-08 20:17:05 main:574] : INFO : Epoch 1953 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 2608.36 ms
[2022-03-08 20:17:07 main:574] : INFO : Epoch 1954 | loss: 0.0311563 | val_loss: 0.0311659 | Time: 2474.2 ms
[2022-03-08 20:17:10 main:574] : INFO : Epoch 1955 | loss: 0.0311532 | val_loss: 0.031167 | Time: 2501.66 ms
[2022-03-08 20:17:12 main:574] : INFO : Epoch 1956 | loss: 0.031154 | val_loss: 0.0311681 | Time: 2577.89 ms
[2022-03-08 20:17:15 main:574] : INFO : Epoch 1957 | loss: 0.0311596 | val_loss: 0.0311662 | Time: 2856.09 ms
[2022-03-08 20:17:18 main:574] : INFO : Epoch 1958 | loss: 0.031158 | val_loss: 0.0311659 | Time: 2516.94 ms
[2022-03-08 20:17:20 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.031172 | Time: 2728.94 ms
[2022-03-08 20:17:24 main:574] : INFO : Epoch 1960 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 3237.84 ms
[2022-03-08 20:17:26 main:574] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 2761.56 ms
[2022-03-08 20:17:30 main:574] : INFO : Epoch 1962 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 3189.9 ms
[2022-03-08 20:17:33 main:574] : INFO : Epoch 1963 | loss: 0.0311605 | val_loss: 0.0311639 | Time: 2833.14 ms
[2022-03-08 20:17:35 main:574] : INFO : Epoch 1964 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 2368.71 ms
[2022-03-08 20:17:37 main:574] : INFO : Epoch 1965 | loss: 0.0311589 | val_loss: 0.031167 | Time: 2448.28 ms
[2022-03-08 20:17:40 main:574] : INFO : Epoch 1966 | loss: 0.0311597 | val_loss: 0.0311669 | Time: 2697.66 ms
[2022-03-08 20:17:43 main:574] : INFO : Epoch 1967 | loss: 0.0311595 | val_loss: 0.0311655 | Time: 3000.77 ms
[2022-03-08 20:17:46 main:574] : INFO : Epoch 1968 | loss: 0.0311602 | val_loss: 0.0311677 | Time: 2891.93 ms
[2022-03-08 20:17:50 main:574] : INFO : Epoch 1969 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 3628.83 ms
[2022-03-08 20:17:53 main:574] : INFO : Epoch 1970 | loss: 0.0311626 | val_loss: 0.031166 | Time: 2841.03 ms
[2022-03-08 20:17:55 main:574] : INFO : Epoch 1971 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 2703.06 ms
[2022-03-08 20:17:58 main:574] : INFO : Epoch 1972 | loss: 0.0311583 | val_loss: 0.031166 | Time: 2652.01 ms
[2022-03-08 20:18:01 main:574] : INFO : Epoch 1973 | loss: 0.0311574 | val_loss: 0.031165 | Time: 2939.76 ms
[2022-03-08 20:18:04 main:574] : INFO : Epoch 1974 | loss: 0.0311606 | val_loss: 0.0311662 | Time: 2821.68 ms
[2022-03-08 20:18:06 main:574] : INFO : Epoch 1975 | loss: 0.0311623 | val_loss: 0.0311645 | Time: 2388.16 ms
[2022-03-08 20:18:09 main:574] : INFO : Epoch 1976 | loss: 0.0311595 | val_loss: 0.0311646 | Time: 2400.74 ms
[2022-03-08 20:18:11 main:574] : INFO : Epoch 1977 | loss: 0.0311573 | val_loss: 0.031166 | Time: 2539.72 ms
[2022-03-08 20:18:14 main:574] : INFO : Epoch 1978 | loss: 0.0311572 | val_loss: 0.0311642 | Time: 2496.2 ms
[2022-03-08 20:18:16 main:574] : INFO : Epoch 1979 | loss: 0.0311562 | val_loss: 0.0311637 | Time: 2595.52 ms
[2022-03-08 20:18:19 main:574] : INFO : Epoch 1980 | loss: 0.031155 | val_loss: 0.031166 | Time: 2634.42 ms
[2022-03-08 20:18:22 main:574] : INFO : Epoch 1981 | loss: 0.0311565 | val_loss: 0.0311634 | Time: 2869.46 ms
[2022-03-08 20:18:25 main:574] : INFO : Epoch 1982 | loss: 0.0311559 | val_loss: 0.0311643 | Time: 3268.99 ms
[2022-03-08 20:18:28 main:574] : INFO : Epoch 1983 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 2604.54 ms
[2022-03-08 20:18:30 main:574] : INFO : Epoch 1984 | loss: 0.0311543 | val_loss: 0.0311642 | Time: 2397.29 ms
[2022-03-08 20:18:33 main:574] : INFO : Epoch 1985 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 2874.54 ms
[2022-03-08 20:18:36 main:574] : INFO : Epoch 1986 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 2786.95 ms
[2022-03-08 20:18:40 main:574] : INFO : Epoch 1987 | loss: 0.0311534 | val_loss: 0.0311638 | Time: 3523.12 ms
[2022-03-08 20:18:42 main:574] : INFO : Epoch 1988 | loss: 0.0311544 | val_loss: 0.0311649 | Time: 2750.56 ms
[2022-03-08 20:18:45 main:574] : INFO : Epoch 1989 | loss: 0.0311553 | val_loss: 0.0311653 | Time: 2813.56 ms
[2022-03-08 20:18:49 main:574] : INFO : Epoch 1990 | loss: 0.0311537 | val_loss: 0.0311644 | Time: 3396.84 ms
[2022-03-08 20:18:54 main:574] : INFO : Epoch 1991 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 5573.56 ms
[2022-03-08 20:18:59 main:574] : INFO : Epoch 1992 | loss: 0.0311525 | val_loss: 0.0311651 | Time: 5278.75 ms
[2022-03-08 20:19:03 main:574] : INFO : Epoch 1993 | loss: 0.0311529 | val_loss: 0.0311649 | Time: 3288.79 ms
[2022-03-08 20:19:05 main:574] : INFO : Epoch 1994 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 2463.73 ms
[2022-03-08 20:19:08 main:574] : INFO : Epoch 1995 | loss: 0.0311576 | val_loss: 0.0311699 | Time: 2650.1 ms
[2022-03-08 20:19:11 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 2639.94 ms
[2022-03-08 20:19:14 main:574] : INFO : Epoch 1997 | loss: 0.0311581 | val_loss: 0.0311656 | Time: 3412.73 ms
[2022-03-08 20:19:17 main:574] : INFO : Epoch 1998 | loss: 0.0311549 | val_loss: 0.0311669 | Time: 3091.04 ms
[2022-03-08 20:19:20 main:574] : INFO : Epoch 1999 | loss: 0.0311543 | val_loss: 0.0311645 | Time: 2827.99 ms
[2022-03-08 20:19:23 main:574] : INFO : Epoch 2000 | loss: 0.0311532 | val_loss: 0.0311656 | Time: 2804.22 ms
[2022-03-08 20:19:26 main:574] : INFO : Epoch 2001 | loss: 0.0311532 | val_loss: 0.0311647 | Time: 3032.48 ms
[2022-03-08 20:19:29 main:574] : INFO : Epoch 2002 | loss: 0.0311519 | val_loss: 0.0311651 | Time: 3121.57 ms
[2022-03-08 20:19:32 main:574] : INFO : Epoch 2003 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 2590.39 ms
[2022-03-08 20:19:34 main:574] : INFO : Epoch 2004 | loss: 0.0311523 | val_loss: 0.031168 | Time: 2702.85 ms
[2022-03-08 20:19:38 main:574] : INFO : Epoch 2005 | loss: 0.031156 | val_loss: 0.0311689 | Time: 3345.4 ms
[2022-03-08 20:19:41 main:574] : INFO : Epoch 2006 | loss: 0.0311527 | val_loss: 0.0311666 | Time: 2976.54 ms
[2022-03-08 20:19:44 main:574] : INFO : Epoch 2007 | loss: 0.0311542 | val_loss: 0.0311714 | Time: 2952.89 ms
[2022-03-08 20:19:46 main:574] : INFO : Epoch 2008 | loss: 0.0311576 | val_loss: 0.0311714 | Time: 2520.56 ms
[2022-03-08 20:19:49 main:574] : INFO : Epoch 2009 | loss: 0.0311553 | val_loss: 0.0311745 | Time: 2701.05 ms
[2022-03-08 20:19:52 main:574] : INFO : Epoch 2010 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 2548.11 ms
[2022-03-08 20:19:54 main:574] : INFO : Epoch 2011 | loss: 0.0311513 | val_loss: 0.0311726 | Time: 2348.38 ms
[2022-03-08 20:19:57 main:574] : INFO : Epoch 2012 | loss: 0.0311533 | val_loss: 0.0311761 | Time: 3125.87 ms
[2022-03-08 20:20:00 main:574] : INFO : Epoch 2013 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 2502.2 ms
[2022-03-08 20:20:02 main:574] : INFO : Epoch 2014 | loss: 0.0311493 | val_loss: 0.031168 | Time: 2497.44 ms
[2022-03-08 20:20:05 main:574] : INFO : Epoch 2015 | loss: 0.0311504 | val_loss: 0.0311681 | Time: 2968.58 ms
[2022-03-08 20:20:08 main:574] : INFO : Epoch 2016 | loss: 0.0311543 | val_loss: 0.0311676 | Time: 2609 ms
[2022-03-08 20:20:11 main:574] : INFO : Epoch 2017 | loss: 0.0311521 | val_loss: 0.031168 | Time: 2954.6 ms
[2022-03-08 20:20:14 main:574] : INFO : Epoch 2018 | loss: 0.0311524 | val_loss: 0.0311698 | Time: 2638.12 ms
[2022-03-08 20:20:16 main:574] : INFO : Epoch 2019 | loss: 0.0311507 | val_loss: 0.0311671 | Time: 2554.54 ms
[2022-03-08 20:20:19 main:574] : INFO : Epoch 2020 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 2548.89 ms
[2022-03-08 20:20:21 main:574] : INFO : Epoch 2021 | loss: 0.0311511 | val_loss: 0.0311676 | Time: 2683.61 ms
[2022-03-08 20:20:24 main:574] : INFO : Epoch 2022 | loss: 0.0311495 | val_loss: 0.0311704 | Time: 2561.39 ms
[2022-03-08 20:20:27 main:574] : INFO : Epoch 2023 | loss: 0.0311501 | val_loss: 0.0311689 | Time: 2828.8 ms
[2022-03-08 20:20:30 main:574] : INFO : Epoch 2024 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 2906.13 ms
[2022-03-08 20:20:33 main:574] : INFO : Epoch 2025 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 2778.93 ms
[2022-03-08 20:20:35 main:574] : INFO : Epoch 2026 | loss: 0.0311519 | val_loss: 0.0311724 | Time: 2740.31 ms
[2022-03-08 20:20:38 main:574] : INFO : Epoch 2027 | loss: 0.0311516 | val_loss: 0.0311686 | Time: 2458.87 ms
[2022-03-08 20:20:41 main:574] : INFO : Epoch 2028 | loss: 0.0311506 | val_loss: 0.0311679 | Time: 2697.77 ms
[2022-03-08 20:20:44 main:574] : INFO : Epoch 2029 | loss: 0.0311518 | val_loss: 0.0311712 | Time: 2940.98 ms
[2022-03-08 20:20:47 main:574] : INFO : Epoch 2030 | loss: 0.031153 | val_loss: 0.031173 | Time: 2936.94 ms
[2022-03-08 20:20:50 main:574] : INFO : Epoch 2031 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 3166.64 ms
[2022-03-08 20:20:52 main:574] : INFO : Epoch 2032 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 2558.18 ms
[2022-03-08 20:20:55 main:574] : INFO : Epoch 2033 | loss: 0.0311563 | val_loss: 0.0311719 | Time: 2519.65 ms
[2022-03-08 20:20:58 main:574] : INFO : Epoch 2034 | loss: 0.0311601 | val_loss: 0.0311737 | Time: 3250.53 ms
[2022-03-08 20:21:01 main:574] : INFO : Epoch 2035 | loss: 0.031159 | val_loss: 0.0311695 | Time: 2469.29 ms
[2022-03-08 20:21:03 main:574] : INFO : Epoch 2036 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 2637.46 ms
[2022-03-08 20:21:06 main:574] : INFO : Epoch 2037 | loss: 0.0311544 | val_loss: 0.031165 | Time: 2686.28 ms
[2022-03-08 20:21:09 main:574] : INFO : Epoch 2038 | loss: 0.0311541 | val_loss: 0.0311727 | Time: 2572.24 ms
[2022-03-08 20:21:11 main:574] : INFO : Epoch 2039 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 2813.62 ms
[2022-03-08 20:21:14 main:574] : INFO : Epoch 2040 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2424.55 ms
[2022-03-08 20:21:17 main:574] : INFO : Epoch 2041 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2620.17 ms
[2022-03-08 20:21:20 main:574] : INFO : Epoch 2042 | loss: 0.0311584 | val_loss: 0.0311661 | Time: 3524.16 ms
[2022-03-08 20:21:23 main:574] : INFO : Epoch 2043 | loss: 0.031156 | val_loss: 0.0311719 | Time: 2733.59 ms
[2022-03-08 20:21:25 main:574] : INFO : Epoch 2044 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 2423.15 ms
[2022-03-08 20:21:28 main:574] : INFO : Epoch 2045 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 2615.93 ms
[2022-03-08 20:21:31 main:574] : INFO : Epoch 2046 | loss: 0.0311612 | val_loss: 0.0311767 | Time: 3352.02 ms
[2022-03-08 20:21:34 main:574] : INFO : Epoch 2047 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 2942.86 ms
[2022-03-08 20:21:38 main:574] : INFO : Epoch 2048 | loss: 0.0311596 | val_loss: 0.031169 | Time: 3279.64 ms
[2022-03-08 20:21:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031169
[2022-03-08 20:21:38 main:603] : INFO : Saving end state to config to file
[2022-03-08 20:21:38 main:608] : INFO : Success, exiting..
20:21:38 (19876): 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)