Task 14625234
| Name | ParityModified-1647047653-2372-3-0_1 |
| Workunit | 11624440 |
| Created | 20 Apr 2022, 1:56:10 UTC |
| Sent | 20 Apr 2022, 1:56:16 UTC |
| Report deadline | 28 Apr 2022, 1:56:16 UTC |
| Received | 21 Apr 2022, 0:41:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5218 |
| Run time | 1 hours 36 min 6 sec |
| CPU time | 1 hours 28 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 7:55 main:574] : INFO : Epoch 1542 | loss: 0.0311682 | val_loss: 0.0311678 | Time: 2721.45 ms [2022-04-21 02:17:58 main:574] : INFO : Epoch 1543 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 2815.38 ms [2022-04-21 02:18:01 main:574] : INFO : Epoch 1544 | loss: 0.0311686 | val_loss: 0.0311673 | Time: 2766.16 ms [2022-04-21 02:18:04 main:574] : INFO : Epoch 1545 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2857.37 ms [2022-04-21 02:18:06 main:574] : INFO : Epoch 1546 | loss: 0.0311672 | val_loss: 0.0311665 | Time: 2782.77 ms [2022-04-21 02:18:09 main:574] : INFO : Epoch 1547 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 2814.78 ms [2022-04-21 02:18:12 main:574] : INFO : Epoch 1548 | loss: 0.0311706 | val_loss: 0.0311676 | Time: 2756.54 ms [2022-04-21 02:18:15 main:574] : INFO : Epoch 1549 | loss: 0.0311672 | val_loss: 0.0311653 | Time: 2869.49 ms [2022-04-21 02:18:18 main:574] : INFO : Epoch 1550 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 2771.36 ms [2022-04-21 02:18:20 main:574] : INFO : Epoch 1551 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 2743.52 ms [2022-04-21 02:18:23 main:574] : INFO : Epoch 1552 | loss: 0.0311684 | val_loss: 0.0311651 | Time: 2839.68 ms [2022-04-21 02:18:26 main:574] : INFO : Epoch 1553 | loss: 0.0311667 | val_loss: 0.0311676 | Time: 2811.23 ms [2022-04-21 02:18:29 main:574] : INFO : Epoch 1554 | loss: 0.0311666 | val_loss: 0.0311653 | Time: 2840.26 ms [2022-04-21 02:18:32 main:574] : INFO : Epoch 1555 | loss: 0.0311663 | val_loss: 0.0311688 | Time: 2774.2 ms [2022-04-21 02:18:34 main:574] : INFO : Epoch 1556 | loss: 0.0311709 | val_loss: 0.0311669 | Time: 2806.64 ms [2022-04-21 02:18:37 main:574] : INFO : Epoch 1557 | loss: 0.0311709 | val_loss: 0.0311888 | Time: 2827.19 ms [2022-04-21 02:18:40 main:574] : INFO : Epoch 1558 | loss: 0.0311711 | val_loss: 0.031166 | Time: 2809.42 ms [2022-04-21 02:18:43 main:574] : INFO : Epoch 1559 | loss: 0.0311645 | val_loss: 0.0311665 | Time: 2836 ms [2022-04-21 02:18:46 main:574] : INFO : Epoch 1560 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 2891.95 ms [2022-04-21 02:18:49 main:574] : INFO : Epoch 1561 | loss: 0.0311654 | val_loss: 0.0311663 | Time: 2801.51 ms [2022-04-21 02:18:51 main:574] : INFO : Epoch 1562 | loss: 0.0311664 | val_loss: 0.0311657 | Time: 2827.52 ms [2022-04-21 02:18:54 main:574] : INFO : Epoch 1563 | loss: 0.0311677 | val_loss: 0.0311679 | Time: 2848.95 ms [2022-04-21 02:18:57 main:574] : INFO : Epoch 1564 | loss: 0.0311682 | val_loss: 0.0311676 | Time: 2813.01 ms [2022-04-21 02:19:00 main:574] : INFO : Epoch 1565 | loss: 0.0311684 | val_loss: 0.0311676 | Time: 2810.27 ms [2022-04-21 02:19:03 main:574] : INFO : Epoch 1566 | loss: 0.0311748 | val_loss: 0.0311699 | Time: 2780.1 ms [2022-04-21 02:19:06 main:574] : INFO : Epoch 1567 | loss: 0.0311654 | val_loss: 0.0311651 | Time: 2795.71 ms [2022-04-21 02:19:08 main:574] : INFO : Epoch 1568 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 2847.23 ms [2022-04-21 02:19:11 main:574] : INFO : Epoch 1569 | loss: 0.0311685 | val_loss: 0.0311757 | Time: 2799.49 ms [2022-04-21 02:19:14 main:574] : INFO : Epoch 1570 | loss: 0.0311674 | val_loss: 0.0311664 | Time: 2782.34 ms [2022-04-21 02:19:17 main:574] : INFO : Epoch 1571 | loss: 0.0311679 | val_loss: 0.0311697 | Time: 2872.09 ms [2022-04-21 02:19:20 main:574] : INFO : Epoch 1572 | loss: 0.0311665 | val_loss: 0.0311646 | Time: 2795.59 ms [2022-04-21 02:19:22 main:574] : INFO : Epoch 1573 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 2836.24 ms [2022-04-21 02:19:25 main:574] : INFO : Epoch 1574 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2803.54 ms [2022-04-21 02:19:28 main:574] : INFO : Epoch 1575 | loss: 0.0311658 | val_loss: 0.0311661 | Time: 2824.09 ms [2022-04-21 02:19:31 main:574] : INFO : Epoch 1576 | loss: 0.0311657 | val_loss: 0.0311675 | Time: 2805.49 ms [2022-04-21 02:19:34 main:574] : INFO : Epoch 1577 | loss: 0.0311701 | val_loss: 0.0311653 | Time: 2766.19 ms [2022-04-21 02:19:36 main:574] : INFO : Epoch 1578 | loss: 0.0311654 | val_loss: 0.0311682 | Time: 2788.82 ms [2022-04-21 02:19:39 main:574] : INFO : Epoch 1579 | loss: 0.0311656 | val_loss: 0.031164 | Time: 2784.4 ms [2022-04-21 02:19:42 main:574] : INFO : Epoch 1580 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 2820.57 ms [2022-04-21 02:19:45 main:574] : INFO : Epoch 1581 | loss: 0.0311712 | val_loss: 0.0311684 | Time: 2768 ms [2022-04-21 02:19:48 main:574] : INFO : Epoch 1582 | loss: 0.0311664 | val_loss: 0.0311702 | Time: 2811.3 ms [2022-04-21 02:19:51 main:574] : INFO : Epoch 1583 | loss: 0.0311651 | val_loss: 0.0311665 | Time: 2812.93 ms [2022-04-21 02:19:53 main:574] : INFO : Epoch 1584 | loss: 0.0311651 | val_loss: 0.0311661 | Time: 2829.91 ms [2022-04-21 02:19:56 main:574] : INFO : Epoch 1585 | loss: 0.03117 | val_loss: 0.0311712 | Time: 2838.85 ms [2022-04-21 02:19:59 main:574] : INFO : Epoch 1586 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 2775.88 ms [2022-04-21 02:20:02 main:574] : INFO : Epoch 1587 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 2772.86 ms [2022-04-21 02:20:05 main:574] : INFO : Epoch 1588 | loss: 0.0311708 | val_loss: 0.0311663 | Time: 2809.35 ms [2022-04-21 02:20:07 main:574] : INFO : Epoch 1589 | loss: 0.0311686 | val_loss: 0.0311681 | Time: 2803.93 ms [2022-04-21 02:20:10 main:574] : INFO : Epoch 1590 | loss: 0.0311711 | val_loss: 0.0311684 | Time: 2832.67 ms [2022-04-21 02:20:13 main:574] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311675 | Time: 2783.26 ms [2022-04-21 02:20:16 main:574] : INFO : Epoch 1592 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 2841.64 ms [2022-04-21 02:20:19 main:574] : INFO : Epoch 1593 | loss: 0.031169 | val_loss: 0.0311645 | Time: 2800.27 ms [2022-04-21 02:20:21 main:574] : INFO : Epoch 1594 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 2792.7 ms [2022-04-21 02:20:24 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311683 | Time: 2802.62 ms [2022-04-21 02:20:27 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0311657 | Time: 2803.59 ms [2022-04-21 02:20:30 main:574] : INFO : Epoch 1597 | loss: 0.0311627 | val_loss: 0.0311658 | Time: 2883.9 ms [2022-04-21 02:20:33 main:574] : INFO : Epoch 1598 | loss: 0.0311623 | val_loss: 0.0311643 | Time: 2806.15 ms [2022-04-21 02:20:36 main:574] : INFO : Epoch 1599 | loss: 0.0311636 | val_loss: 0.0311664 | Time: 2778.01 ms [2022-04-21 02:20:38 main:574] : INFO : Epoch 1600 | loss: 0.0311713 | val_loss: 0.0311697 | Time: 2802.92 ms [2022-04-21 02:20:41 main:574] : INFO : Epoch 1601 | loss: 0.031166 | val_loss: 0.0311657 | Time: 2791.39 ms [2022-04-21 02:20:44 main:574] : INFO : Epoch 1602 | loss: 0.0311661 | val_loss: 0.0311647 | Time: 2785.46 ms [2022-04-21 02:20:47 main:574] : INFO : Epoch 1603 | loss: 0.0311647 | val_loss: 0.031165 | Time: 2787.73 ms [2022-04-21 02:20:50 main:574] : INFO : Epoch 1604 | loss: 0.031163 | val_loss: 0.0311662 | Time: 2842.85 ms [2022-04-21 02:20:52 main:574] : INFO : Epoch 1605 | loss: 0.031163 | val_loss: 0.0311662 | Time: 2814.33 ms [2022-04-21 02:20:55 main:574] : INFO : Epoch 1606 | loss: 0.0311655 | val_loss: 0.0311657 | Time: 2789.1 ms [2022-04-21 02:20:58 main:574] : INFO : Epoch 1607 | loss: 0.0311634 | val_loss: 0.0311646 | Time: 2819.56 ms [2022-04-21 02:21:01 main:574] : INFO : Epoch 1608 | loss: 0.0311679 | val_loss: 0.0311667 | Time: 2800.46 ms [2022-04-21 02:21:04 main:574] : INFO : Epoch 1609 | loss: 0.0311698 | val_loss: 0.0311715 | Time: 2793.14 ms [2022-04-21 02:21:06 main:574] : INFO : Epoch 1610 | loss: 0.0311666 | val_loss: 0.0311651 | Time: 2793.48 ms [2022-04-21 02:21:09 main:574] : INFO : Epoch 1611 | loss: 0.0311684 | val_loss: 0.0311638 | Time: 2826.8 ms [2022-04-21 02:21:12 main:574] : INFO : Epoch 1612 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 2815.04 ms [2022-04-21 02:21:15 main:574] : INFO : Epoch 1613 | loss: 0.0311712 | val_loss: 0.0311663 | Time: 2817.44 ms [2022-04-21 02:21:18 main:574] : INFO : Epoch 1614 | loss: 0.0311674 | val_loss: 0.0311665 | Time: 2839.12 ms [2022-04-21 02:21:21 main:574] : INFO : Epoch 1615 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 2798.15 ms [2022-04-21 02:21:23 main:574] : INFO : Epoch 1616 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 2803.08 ms [2022-04-21 02:21:26 main:574] : INFO : Epoch 1617 | loss: 0.0311658 | val_loss: 0.0311713 | Time: 2836.99 ms [2022-04-21 02:21:29 main:574] : INFO : Epoch 1618 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 2798.66 ms [2022-04-21 02:21:32 main:574] : INFO : Epoch 1619 | loss: 0.0311777 | val_loss: 0.0311676 | Time: 2821.73 ms [2022-04-21 02:21:35 main:574] : INFO : Epoch 1620 | loss: 0.0311699 | val_loss: 0.0311638 | Time: 2832.45 ms [2022-04-21 02:21:37 main:574] : INFO : Epoch 1621 | loss: 0.031166 | val_loss: 0.0311644 | Time: 2784.13 ms [2022-04-21 02:21:40 main:574] : INFO : Epoch 1622 | loss: 0.031167 | val_loss: 0.031163 | Time: 2761.15 ms [2022-04-21 02:21:43 main:574] : INFO : Epoch 1623 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 2769 ms [2022-04-21 02:21:46 main:574] : INFO : Epoch 1624 | loss: 0.0311699 | val_loss: 0.031168 | Time: 2800.2 ms [2022-04-21 02:21:49 main:574] : INFO : Epoch 1625 | loss: 0.0311683 | val_loss: 0.0311696 | Time: 2814.66 ms [2022-04-21 02:21:51 main:574] : INFO : Epoch 1626 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 2809.42 ms [2022-04-21 02:21:54 main:574] : INFO : Epoch 1627 | loss: 0.031169 | val_loss: 0.031167 | Time: 2754.65 ms [2022-04-21 02:21:57 main:574] : INFO : Epoch 1628 | loss: 0.0311683 | val_loss: 0.0311686 | Time: 2883.17 ms [2022-04-21 02:22:00 main:574] : INFO : Epoch 1629 | loss: 0.0311723 | val_loss: 0.031169 | Time: 2847 ms [2022-04-21 02:22:03 main:574] : INFO : Epoch 1630 | loss: 0.0311672 | val_loss: 0.0311648 | Time: 2787.87 ms [2022-04-21 02:22:05 main:574] : INFO : Epoch 1631 | loss: 0.0311633 | val_loss: 0.0311657 | Time: 2786.25 ms [2022-04-21 02:22:08 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.0311657 | Time: 2812.26 ms [2022-04-21 02:22:11 main:574] : INFO : Epoch 1633 | loss: 0.0311692 | val_loss: 0.0311665 | Time: 2771.25 ms [2022-04-21 02:22:14 main:574] : INFO : Epoch 1634 | loss: 0.0311676 | val_loss: 0.031166 | Time: 2867.22 ms [2022-04-21 02:22:17 main:574] : INFO : Epoch 1635 | loss: 0.0311664 | val_loss: 0.0311635 | Time: 2868.36 ms [2022-04-21 02:22:20 main:574] : INFO : Epoch 1636 | loss: 0.031167 | val_loss: 0.031168 | Time: 2782.17 ms [2022-04-21 02:22:22 main:574] : INFO : Epoch 1637 | loss: 0.0311701 | val_loss: 0.0311637 | Time: 2747.11 ms [2022-04-21 02:22:25 main:574] : INFO : Epoch 1638 | loss: 0.0311651 | val_loss: 0.0311634 | Time: 2781.76 ms [2022-04-21 02:22:28 main:574] : INFO : Epoch 1639 | loss: 0.0311667 | val_loss: 0.0311666 | Time: 2974.51 ms [2022-04-21 02:22:31 main:574] : INFO : Epoch 1640 | loss: 0.031167 | val_loss: 0.0311628 | Time: 2788.27 ms [2022-04-21 02:22:34 main:574] : INFO : Epoch 1641 | loss: 0.0311666 | val_loss: 0.0311625 | Time: 2791.14 ms [2022-04-21 02:22:36 main:574] : INFO : Epoch 1642 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 2818.39 ms [2022-04-21 02:22:39 main:574] : INFO : Epoch 1643 | loss: 0.0311664 | val_loss: 0.0311635 | Time: 2734.34 ms [2022-04-21 02:22:42 main:574] : INFO : Epoch 1644 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 2785.14 ms [2022-04-21 02:22:45 main:574] : INFO : Epoch 1645 | loss: 0.0311742 | val_loss: 0.0311657 | Time: 2801.58 ms [2022-04-21 02:22:48 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311648 | Time: 2790.39 ms [2022-04-21 02:22:50 main:574] : INFO : Epoch 1647 | loss: 0.0311664 | val_loss: 0.031165 | Time: 2819.26 ms [2022-04-21 02:22:53 main:574] : INFO : Epoch 1648 | loss: 0.0311681 | val_loss: 0.0311661 | Time: 2822.31 ms [2022-04-21 02:22:56 main:574] : INFO : Epoch 1649 | loss: 0.0311705 | val_loss: 0.0311664 | Time: 2765.81 ms [2022-04-21 02:22:59 main:574] : INFO : Epoch 1650 | loss: 0.0311689 | val_loss: 0.0311667 | Time: 2862.85 ms [2022-04-21 02:23:02 main:574] : INFO : Epoch 1651 | loss: 0.0311674 | val_loss: 0.0311656 | Time: 2806.33 ms [2022-04-21 02:23:04 main:574] : INFO : Epoch 1652 | loss: 0.031167 | val_loss: 0.0311656 | Time: 2773.73 ms [2022-04-21 02:23:07 main:574] : INFO : Epoch 1653 | loss: 0.0311684 | val_loss: 0.0311683 | Time: 2808.48 ms [2022-04-21 02:23:10 main:574] : INFO : Epoch 1654 | loss: 0.0311686 | val_loss: 0.0311647 | Time: 2822.44 ms [2022-04-21 02:23:13 main:574] : INFO : Epoch 1655 | loss: 0.0311698 | val_loss: 0.031171 | Time: 2837.19 ms [2022-04-21 02:23:16 main:574] : INFO : Epoch 1656 | loss: 0.0311662 | val_loss: 0.0311654 | Time: 2806.77 ms [2022-04-21 02:23:19 main:574] : INFO : Epoch 1657 | loss: 0.031165 | val_loss: 0.0311623 | Time: 2827.32 ms [2022-04-21 02:23:21 main:574] : INFO : Epoch 1658 | loss: 0.0311648 | val_loss: 0.0311645 | Time: 2774.73 ms [2022-04-21 02:23:24 main:574] : INFO : Epoch 1659 | loss: 0.0311641 | val_loss: 0.0311615 | Time: 2774.43 ms [2022-04-21 02:23:27 main:574] : INFO : Epoch 1660 | loss: 0.0311652 | val_loss: 0.0311627 | Time: 2862.36 ms [2022-04-21 02:23:30 main:574] : INFO : Epoch 1661 | loss: 0.0311647 | val_loss: 0.0311665 | Time: 2825.66 ms [2022-04-21 02:23:33 main:574] : INFO : Epoch 1662 | loss: 0.0311641 | val_loss: 0.031165 | Time: 2810.89 ms [2022-04-21 02:23:35 main:574] : INFO : Epoch 1663 | loss: 0.0311656 | val_loss: 0.0311657 | Time: 2783.49 ms [2022-04-21 02:23:38 main:574] : INFO : Epoch 1664 | loss: 0.0311644 | val_loss: 0.0311619 | Time: 2805.05 ms [2022-04-21 02:23:41 main:574] : INFO : Epoch 1665 | loss: 0.03117 | val_loss: 0.0311776 | Time: 2785.15 ms [2022-04-21 02:23:44 main:574] : INFO : Epoch 1666 | loss: 0.0311691 | val_loss: 0.031164 | Time: 2807.33 ms [2022-04-21 02:23:47 main:574] : INFO : Epoch 1667 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 2780.75 ms [2022-04-21 02:23:49 main:574] : INFO : Epoch 1668 | loss: 0.0311662 | val_loss: 0.0311727 | Time: 2767.99 ms [2022-04-21 02:23:52 main:574] : INFO : Epoch 1669 | loss: 0.0311663 | val_loss: 0.0311687 | Time: 2792.43 ms [2022-04-21 02:23:55 main:574] : INFO : Epoch 1670 | loss: 0.0311636 | val_loss: 0.0311627 | Time: 2790.15 ms [2022-04-21 02:23:58 main:574] : INFO : Epoch 1671 | loss: 0.0311643 | val_loss: 0.031165 | Time: 2825.95 ms [2022-04-21 02:24:01 main:574] : INFO : Epoch 1672 | loss: 0.0311641 | val_loss: 0.0311671 | Time: 2826.12 ms [2022-04-21 02:24:03 main:574] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.031161 | Time: 2784.82 ms [2022-04-21 02:24:06 main:574] : INFO : Epoch 1674 | loss: 0.0311623 | val_loss: 0.0311641 | Time: 2880.25 ms [2022-04-21 02:24:09 main:574] : INFO : Epoch 1675 | loss: 0.031165 | val_loss: 0.0311691 | Time: 2771.62 ms [2022-04-21 02:24:12 main:574] : INFO : Epoch 1676 | loss: 0.0311634 | val_loss: 0.0311616 | Time: 2797.11 ms [2022-04-21 02:24:15 main:574] : INFO : Epoch 1677 | loss: 0.0311619 | val_loss: 0.0311645 | Time: 2799.6 ms [2022-04-21 02:24:18 main:574] : INFO : Epoch 1678 | loss: 0.0311679 | val_loss: 0.0311665 | Time: 2824.16 ms [2022-04-21 02:24:20 main:574] : INFO : Epoch 1679 | loss: 0.0311653 | val_loss: 0.0311637 | Time: 2742.36 ms [2022-04-21 02:24:23 main:574] : INFO : Epoch 1680 | loss: 0.0311659 | val_loss: 0.0311669 | Time: 2811.62 ms [2022-04-21 02:24:26 main:574] : INFO : Epoch 1681 | loss: 0.0311686 | val_loss: 0.0311635 | Time: 2848.23 ms [2022-04-21 02:24:29 main:574] : INFO : Epoch 1682 | loss: 0.0311663 | val_loss: 0.0311664 | Time: 2796.63 ms [2022-04-21 02:24:32 main:574] : INFO : Epoch 1683 | loss: 0.031163 | val_loss: 0.0311705 | Time: 2818.25 ms [2022-04-21 02:24:34 main:574] : INFO : Epoch 1684 | loss: 0.0311668 | val_loss: 0.0311645 | Time: 2715.49 ms [2022-04-21 02:24:37 main:574] : INFO : Epoch 1685 | loss: 0.0311627 | val_loss: 0.031166 | Time: 2802.25 ms [2022-04-21 02:24:40 main:574] : INFO : Epoch 1686 | loss: 0.0311646 | val_loss: 0.0311645 | Time: 2790.52 ms [2022-04-21 02:24:43 main:574] : INFO : Epoch 1687 | loss: 0.0311638 | val_loss: 0.031163 | Time: 2770.52 ms [2022-04-21 02:24:45 main:574] : INFO : Epoch 1688 | loss: 0.0311615 | val_loss: 0.0311631 | Time: 2826.22 ms [2022-04-21 02:24:48 main:574] : INFO : Epoch 1689 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 2846.24 ms [2022-04-21 02:24:51 main:574] : INFO : Epoch 1690 | loss: 0.0311669 | val_loss: 0.0311633 | Time: 2796.28 ms [2022-04-21 02:24:54 main:574] : INFO : Epoch 1691 | loss: 0.0311654 | val_loss: 0.0311668 | Time: 2822.23 ms [2022-04-21 02:24:57 main:574] : INFO : Epoch 1692 | loss: 0.0311666 | val_loss: 0.031169 | Time: 2795.42 ms [2022-04-21 02:25:00 main:574] : INFO : Epoch 1693 | loss: 0.0311658 | val_loss: 0.0311636 | Time: 2853.33 ms [2022-04-21 02:25:02 main:574] : INFO : Epoch 1694 | loss: 0.0311618 | val_loss: 0.0311637 | Time: 2784.39 ms [2022-04-21 02:25:05 main:574] : INFO : Epoch 1695 | loss: 0.0311611 | val_loss: 0.0311641 | Time: 2807.42 ms [2022-04-21 02:25:08 main:574] : INFO : Epoch 1696 | loss: 0.0311634 | val_loss: 0.0311681 | Time: 2874.1 ms [2022-04-21 02:25:11 main:574] : INFO : Epoch 1697 | loss: 0.0311614 | val_loss: 0.0311621 | Time: 2784.44 ms [2022-04-21 02:25:14 main:574] : INFO : Epoch 1698 | loss: 0.0311597 | val_loss: 0.031164 | Time: 2813.44 ms [2022-04-21 02:25:16 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 2786.36 ms [2022-04-21 02:25:19 main:574] : INFO : Epoch 1700 | loss: 0.0311592 | val_loss: 0.031161 | Time: 2844.96 ms [2022-04-21 02:25:22 main:574] : INFO : Epoch 1701 | loss: 0.0311617 | val_loss: 0.0311649 | Time: 2781.62 ms [2022-04-21 02:25:25 main:574] : INFO : Epoch 1702 | loss: 0.0311595 | val_loss: 0.0311614 | Time: 2739.04 ms [2022-04-21 02:25:28 main:574] : INFO : Epoch 1703 | loss: 0.0311657 | val_loss: 0.0311694 | Time: 2779.12 ms [2022-04-21 02:25:30 main:574] : INFO : Epoch 1704 | loss: 0.031161 | val_loss: 0.031162 | Time: 2756.79 ms [2022-04-21 02:25:33 main:574] : INFO : Epoch 1705 | loss: 0.0311598 | val_loss: 0.0311644 | Time: 2758.74 ms [2022-04-21 02:25:36 main:574] : INFO : Epoch 1706 | loss: 0.0311599 | val_loss: 0.0311626 | Time: 2805.71 ms [2022-04-21 02:25:39 main:574] : INFO : Epoch 1707 | loss: 0.0311587 | val_loss: 0.031161 | Time: 2769.98 ms [2022-04-21 02:25:42 main:574] : INFO : Epoch 1708 | loss: 0.0311591 | val_loss: 0.031164 | Time: 2815.64 ms [2022-04-21 02:25:44 main:574] : INFO : Epoch 1709 | loss: 0.0311593 | val_loss: 0.0311649 | Time: 2854.9 ms [2022-04-21 02:25:47 main:574] : INFO : Epoch 1710 | loss: 0.031159 | val_loss: 0.0311613 | Time: 2827.26 ms [2022-04-21 02:25:50 main:574] : INFO : Epoch 1711 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 2813.06 ms [2022-04-21 02:25:53 main:574] : INFO : Epoch 1712 | loss: 0.0311662 | val_loss: 0.031176 | Time: 2781.71 ms [2022-04-21 02:25:56 main:574] : INFO : Epoch 1713 | loss: 0.0311656 | val_loss: 0.0311631 | Time: 2790.19 ms [2022-04-21 02:25:58 main:574] : INFO : Epoch 1714 | loss: 0.0311612 | val_loss: 0.0311626 | Time: 2766.33 ms [2022-04-21 02:26:01 main:574] : INFO : Epoch 1715 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 2854.51 ms [2022-04-21 02:26:04 main:574] : INFO : Epoch 1716 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 2774.48 ms [2022-04-21 02:26:07 main:574] : INFO : Epoch 1717 | loss: 0.0311591 | val_loss: 0.0311619 | Time: 2769.21 ms [2022-04-21 02:26:10 main:574] : INFO : Epoch 1718 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 2798.06 ms [2022-04-21 02:26:12 main:574] : INFO : Epoch 1719 | loss: 0.0311601 | val_loss: 0.0311627 | Time: 2840.94 ms [2022-04-21 02:26:15 main:574] : INFO : Epoch 1720 | loss: 0.031158 | val_loss: 0.0311676 | Time: 2800.95 ms [2022-04-21 02:26:18 main:574] : INFO : Epoch 1721 | loss: 0.0311604 | val_loss: 0.0311606 | Time: 2847.67 ms [2022-04-21 02:26:21 main:574] : INFO : Epoch 1722 | loss: 0.0311594 | val_loss: 0.0311634 | Time: 2797.9 ms [2022-04-21 02:26:24 main:574] : INFO : Epoch 1723 | loss: 0.0311643 | val_loss: 0.0311651 | Time: 2756.54 ms [2022-04-21 02:26:26 main:574] : INFO : Epoch 1724 | loss: 0.0311621 | val_loss: 0.0311621 | Time: 2749.12 ms [2022-04-21 02:26:29 main:574] : INFO : Epoch 1725 | loss: 0.0311649 | val_loss: 0.031167 | Time: 2819.59 ms [2022-04-21 02:26:32 main:574] : INFO : Epoch 1726 | loss: 0.0311604 | val_loss: 0.0311621 | Time: 2766.55 ms [2022-04-21 02:26:35 main:574] : INFO : Epoch 1727 | loss: 0.0311591 | val_loss: 0.0311623 | Time: 2820.67 ms [2022-04-21 02:26:38 main:574] : INFO : Epoch 1728 | loss: 0.0311599 | val_loss: 0.0311603 | Time: 2820.95 ms [2022-04-21 02:26:40 main:574] : INFO : Epoch 1729 | loss: 0.0311623 | val_loss: 0.0311674 | Time: 2805.42 ms [2022-04-21 02:26:43 main:574] : INFO : Epoch 1730 | loss: 0.0311696 | val_loss: 0.0311834 | Time: 2855.17 ms [2022-04-21 02:26:46 main:574] : INFO : Epoch 1731 | loss: 0.0311733 | val_loss: 0.0311691 | Time: 2830.02 ms [2022-04-21 02:26:49 main:574] : INFO : Epoch 1732 | loss: 0.0311623 | val_loss: 0.0311645 | Time: 2805.89 ms [2022-04-21 02:26:52 main:574] : INFO : Epoch 1733 | loss: 0.0311632 | val_loss: 0.0311641 | Time: 2787.74 ms [2022-04-21 02:26:55 main:574] : INFO : Epoch 1734 | loss: 0.0311605 | val_loss: 0.0311632 | Time: 2769.81 ms [2022-04-21 02:26:57 main:574] : INFO : Epoch 1735 | loss: 0.0311591 | val_loss: 0.0311685 | Time: 2772.4 ms [2022-04-21 02:27:00 main:574] : INFO : Epoch 1736 | loss: 0.0311639 | val_loss: 0.0311646 | Time: 2818.39 ms [2022-04-21 02:27:03 main:574] : INFO : Epoch 1737 | loss: 0.0311633 | val_loss: 0.0311647 | Time: 2763.42 ms [2022-04-21 02:27:06 main:574] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311707 | Time: 2802.06 ms [2022-04-21 02:27:08 main:574] : INFO : Epoch 1739 | loss: 0.0311604 | val_loss: 0.0311637 | Time: 2764.87 ms [2022-04-21 02:27:11 main:574] : INFO : Epoch 1740 | loss: 0.031159 | val_loss: 0.0311618 | Time: 2845.98 ms [2022-04-21 02:27:14 main:574] : INFO : Epoch 1741 | loss: 0.0311575 | val_loss: 0.0311624 | Time: 2814.9 ms [2022-04-21 02:27:17 main:574] : INFO : Epoch 1742 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 2828.63 ms [2022-04-21 02:27:20 main:574] : INFO : Epoch 1743 | loss: 0.031161 | val_loss: 0.0311704 | Time: 2731.98 ms [2022-04-21 02:27:23 main:574] : INFO : Epoch 1744 | loss: 0.031162 | val_loss: 0.0311692 | Time: 2907.85 ms [2022-04-21 02:27:25 main:574] : INFO : Epoch 1745 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 2836.81 ms [2022-04-21 02:27:28 main:574] : INFO : Epoch 1746 | loss: 0.031162 | val_loss: 0.0311626 | Time: 2827.74 ms [2022-04-21 02:27:31 main:574] : INFO : Epoch 1747 | loss: 0.031159 | val_loss: 0.0311637 | Time: 2796.56 ms [2022-04-21 02:27:34 main:574] : INFO : Epoch 1748 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 2748.08 ms [2022-04-21 02:27:37 main:574] : INFO : Epoch 1749 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 2819.61 ms [2022-04-21 02:27:39 main:574] : INFO : Epoch 1750 | loss: 0.0311604 | val_loss: 0.0311629 | Time: 2756.08 ms [2022-04-21 02:27:42 main:574] : INFO : Epoch 1751 | loss: 0.031158 | val_loss: 0.0311625 | Time: 2788.87 ms [2022-04-21 02:27:45 main:574] : INFO : Epoch 1752 | loss: 0.0311607 | val_loss: 0.0311633 | Time: 2809.39 ms [2022-04-21 02:27:48 main:574] : INFO : Epoch 1753 | loss: 0.0311578 | val_loss: 0.0311624 | Time: 2824.25 ms [2022-04-21 02:27:51 main:574] : INFO : Epoch 1754 | loss: 0.0311571 | val_loss: 0.0311625 | Time: 2734.86 ms [2022-04-21 02:27:53 main:574] : INFO : Epoch 1755 | loss: 0.0311583 | val_loss: 0.0311643 | Time: 2794.33 ms [2022-04-21 02:27:56 main:574] : INFO : Epoch 1756 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 2837.9 ms [2022-04-21 02:27:59 main:574] : INFO : Epoch 1757 | loss: 0.0311593 | val_loss: 0.0311783 | Time: 2805.84 ms [2022-04-21 02:28:02 main:574] : INFO : Epoch 1758 | loss: 0.0311616 | val_loss: 0.0311632 | Time: 2803.49 ms [2022-04-21 02:28:05 main:574] : INFO : Epoch 1759 | loss: 0.0311581 | val_loss: 0.031166 | Time: 2770.46 ms [2022-04-21 02:28:07 main:574] : INFO : Epoch 1760 | loss: 0.0311567 | val_loss: 0.0311617 | Time: 2815.36 ms [2022-04-21 02:28:10 main:574] : INFO : Epoch 1761 | loss: 0.0311582 | val_loss: 0.0311635 | Time: 2781.07 ms [2022-04-21 02:28:13 main:574] : INFO : Epoch 1762 | loss: 0.031156 | val_loss: 0.0311625 | Time: 2798.03 ms [2022-04-21 02:28:16 main:574] : INFO : Epoch 1763 | loss: 0.0311564 | val_loss: 0.0311637 | Time: 2769.56 ms [2022-04-21 02:28:19 main:574] : INFO : Epoch 1764 | loss: 0.0311588 | val_loss: 0.0311647 | Time: 2791.71 ms [2022-04-21 02:28:21 main:574] : INFO : Epoch 1765 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 2774.24 ms [2022-04-21 02:28:24 main:574] : INFO : Epoch 1766 | loss: 0.0311594 | val_loss: 0.0311691 | Time: 2807.04 ms [2022-04-21 02:28:27 main:574] : INFO : Epoch 1767 | loss: 0.031159 | val_loss: 0.0311681 | Time: 2801.45 ms [2022-04-21 02:28:30 main:574] : INFO : Epoch 1768 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 2954.74 ms [2022-04-21 02:28:33 main:574] : INFO : Epoch 1769 | loss: 0.0311578 | val_loss: 0.0311627 | Time: 2809.19 ms [2022-04-21 02:28:36 main:574] : INFO : Epoch 1770 | loss: 0.0311575 | val_loss: 0.0311627 | Time: 2815.08 ms [2022-04-21 02:28:38 main:574] : INFO : Epoch 1771 | loss: 0.031159 | val_loss: 0.0311696 | Time: 2789.46 ms [2022-04-21 02:28:41 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.0311635 | Time: 2819.11 ms [2022-04-21 02:28:44 main:574] : INFO : Epoch 1773 | loss: 0.0311599 | val_loss: 0.0311648 | Time: 2764.59 ms [2022-04-21 02:28:47 main:574] : INFO : Epoch 1774 | loss: 0.03116 | val_loss: 0.0311639 | Time: 2825.77 ms [2022-04-21 02:28:50 main:574] : INFO : Epoch 1775 | loss: 0.0311585 | val_loss: 0.0311744 | Time: 2802.63 ms [2022-04-21 02:28:52 main:574] : INFO : Epoch 1776 | loss: 0.0311606 | val_loss: 0.0311663 | Time: 2766.31 ms [2022-04-21 02:28:55 main:574] : INFO : Epoch 1777 | loss: 0.0311583 | val_loss: 0.0311633 | Time: 2816.27 ms [2022-04-21 02:28:58 main:574] : INFO : Epoch 1778 | loss: 0.0311573 | val_loss: 0.0311612 | Time: 2780.67 ms [2022-04-21 02:29:01 main:574] : INFO : Epoch 1779 | loss: 0.0311576 | val_loss: 0.0311627 | Time: 2918.58 ms [2022-04-21 02:29:04 main:574] : INFO : Epoch 1780 | loss: 0.0311558 | val_loss: 0.0311613 | Time: 2757.14 ms [2022-04-21 02:29:06 main:574] : INFO : Epoch 1781 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 2808.58 ms [2022-04-21 02:29:09 main:574] : INFO : Epoch 1782 | loss: 0.0311619 | val_loss: 0.0311637 | Time: 2788.78 ms [2022-04-21 02:29:12 main:574] : INFO : Epoch 1783 | loss: 0.031162 | val_loss: 0.031167 | Time: 2771.2 ms [2022-04-21 02:29:15 main:574] : INFO : Epoch 1784 | loss: 0.031162 | val_loss: 0.0311628 | Time: 2787.84 ms [2022-04-21 02:29:18 main:574] : INFO : Epoch 1785 | loss: 0.0311605 | val_loss: 0.0311669 | Time: 2797.18 ms [2022-04-21 02:29:20 main:574] : INFO : Epoch 1786 | loss: 0.0311638 | val_loss: 0.0311626 | Time: 2834.9 ms [2022-04-21 02:29:23 main:574] : INFO : Epoch 1787 | loss: 0.0311606 | val_loss: 0.031165 | Time: 2776.9 ms [2022-04-21 02:29:26 main:574] : INFO : Epoch 1788 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2834.73 ms [2022-04-21 02:29:29 main:574] : INFO : Epoch 1789 | loss: 0.0311638 | val_loss: 0.0311621 | Time: 2803.14 ms [2022-04-21 02:29:32 main:574] : INFO : Epoch 1790 | loss: 0.0311566 | val_loss: 0.0311595 | Time: 2905.59 ms [2022-04-21 02:29:35 main:574] : INFO : Epoch 1791 | loss: 0.0311563 | val_loss: 0.0311597 | Time: 2826.57 ms [2022-04-21 02:29:37 main:574] : INFO : Epoch 1792 | loss: 0.0311586 | val_loss: 0.0311612 | Time: 2855.13 ms [2022-04-21 02:29:40 main:574] : INFO : Epoch 1793 | loss: 0.0311572 | val_loss: 0.031159 | Time: 2848.09 ms [2022-04-21 02:29:43 main:574] : INFO : Epoch 1794 | loss: 0.0311614 | val_loss: 0.0311569 | Time: 2749.68 ms [2022-04-21 02:29:46 main:574] : INFO : Epoch 1795 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2753.94 ms [2022-04-21 02:29:49 main:574] : INFO : Epoch 1796 | loss: 0.0311602 | val_loss: 0.0311639 | Time: 2841.56 ms [2022-04-21 02:29:51 main:574] : INFO : Epoch 1797 | loss: 0.0311638 | val_loss: 0.0311734 | Time: 2809.69 ms [2022-04-21 02:29:54 main:574] : INFO : Epoch 1798 | loss: 0.0311611 | val_loss: 0.0311791 | Time: 2735.87 ms [2022-04-21 02:29:57 main:574] : INFO : Epoch 1799 | loss: 0.0311586 | val_loss: 0.0311624 | Time: 2762.51 ms [2022-04-21 02:30:00 main:574] : INFO : Epoch 1800 | loss: 0.0311566 | val_loss: 0.0311614 | Time: 2731.01 ms [2022-04-21 02:30:03 main:574] : INFO : Epoch 1801 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 2803.51 ms [2022-04-21 02:30:05 main:574] : INFO : Epoch 1802 | loss: 0.0311598 | val_loss: 0.0311611 | Time: 2736.7 ms [2022-04-21 02:30:08 main:574] : INFO : Epoch 1803 | loss: 0.0311611 | val_loss: 0.0311603 | Time: 2844.36 ms [2022-04-21 02:30:11 main:574] : INFO : Epoch 1804 | loss: 0.0311557 | val_loss: 0.0311624 | Time: 2786.77 ms [2022-04-21 02:30:14 main:574] : INFO : Epoch 1805 | loss: 0.0311616 | val_loss: 0.0311666 | Time: 2870.08 ms [2022-04-21 02:30:17 main:574] : INFO : Epoch 1806 | loss: 0.0311617 | val_loss: 0.0311634 | Time: 2791.1 ms [2022-04-21 02:30:19 main:574] : INFO : Epoch 1807 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 2827.77 ms [2022-04-21 02:30:22 main:574] : INFO : Epoch 1808 | loss: 0.031162 | val_loss: 0.0311646 | Time: 2855.05 ms [2022-04-21 02:30:25 main:574] : INFO : Epoch 1809 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 2770.95 ms [2022-04-21 02:30:28 main:574] : INFO : Epoch 1810 | loss: 0.031157 | val_loss: 0.0311621 | Time: 2795.43 ms [2022-04-21 02:30:31 main:574] : INFO : Epoch 1811 | loss: 0.0311564 | val_loss: 0.0311598 | Time: 2837.18 ms [2022-04-21 02:30:33 main:574] : INFO : Epoch 1812 | loss: 0.0311565 | val_loss: 0.0311635 | Time: 2796.25 ms [2022-04-21 02:30:36 main:574] : INFO : Epoch 1813 | loss: 0.0311607 | val_loss: 0.0311625 | Time: 2797.36 ms [2022-04-21 02:30:39 main:574] : INFO : Epoch 1814 | loss: 0.0311598 | val_loss: 0.0311622 | Time: 2855.62 ms [2022-04-21 02:30:42 main:574] : INFO : Epoch 1815 | loss: 0.0311594 | val_loss: 0.0311627 | Time: 2816.7 ms [2022-04-21 02:30:45 main:574] : INFO : Epoch 1816 | loss: 0.0311595 | val_loss: 0.0311616 | Time: 2785.84 ms [2022-04-21 02:30:48 main:574] : INFO : Epoch 1817 | loss: 0.0311609 | val_loss: 0.0311621 | Time: 2809.36 ms [2022-04-21 02:30:50 main:574] : INFO : Epoch 1818 | loss: 0.03116 | val_loss: 0.0311665 | Time: 2760.52 ms [2022-04-21 02:30:53 main:574] : INFO : Epoch 1819 | loss: 0.0311597 | val_loss: 0.0311638 | Time: 2816.96 ms [2022-04-21 02:30:56 main:574] : INFO : Epoch 1820 | loss: 0.0311614 | val_loss: 0.0311628 | Time: 2781.64 ms [2022-04-21 02:30:59 main:574] : INFO : Epoch 1821 | loss: 0.0311615 | val_loss: 0.0311631 | Time: 2806.83 ms [2022-04-21 02:31:01 main:574] : INFO : Epoch 1822 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 2751.06 ms [2022-04-21 02:31:04 main:574] : INFO : Epoch 1823 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 2800.23 ms [2022-04-21 02:31:07 main:574] : INFO : Epoch 1824 | loss: 0.0311598 | val_loss: 0.031166 | Time: 2768.98 ms [2022-04-21 02:31:10 main:574] : INFO : Epoch 1825 | loss: 0.0311609 | val_loss: 0.0311666 | Time: 2786.93 ms [2022-04-21 02:31:13 main:574] : INFO : Epoch 1826 | loss: 0.0311607 | val_loss: 0.0311639 | Time: 2860.6 ms [2022-04-21 02:31:15 main:574] : INFO : Epoch 1827 | loss: 0.0311585 | val_loss: 0.0311604 | Time: 2789.82 ms [2022-04-21 02:31:18 main:574] : INFO : Epoch 1828 | loss: 0.0311632 | val_loss: 0.0311709 | Time: 2813.7 ms [2022-04-21 02:31:21 main:574] : INFO : Epoch 1829 | loss: 0.0311657 | val_loss: 0.0311664 | Time: 2790.43 ms [2022-04-21 02:31:24 main:574] : INFO : Epoch 1830 | loss: 0.0311588 | val_loss: 0.0311661 | Time: 2782.42 ms [2022-04-21 02:31:27 main:574] : INFO : Epoch 1831 | loss: 0.0311608 | val_loss: 0.0311596 | Time: 2774.03 ms [2022-04-21 02:31:29 main:574] : INFO : Epoch 1832 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 2774.86 ms [2022-04-21 02:31:32 main:574] : INFO : Epoch 1833 | loss: 0.031156 | val_loss: 0.0311609 | Time: 2759.03 ms [2022-04-21 02:31:35 main:574] : INFO : Epoch 1834 | loss: 0.0311553 | val_loss: 0.031159 | Time: 2828.26 ms [2022-04-21 02:31:38 main:574] : INFO : Epoch 1835 | loss: 0.0311586 | val_loss: 0.0311595 | Time: 2803.4 ms [2022-04-21 02:31:41 main:574] : INFO : Epoch 1836 | loss: 0.0311562 | val_loss: 0.0311606 | Time: 2806.63 ms [2022-04-21 02:31:43 main:574] : INFO : Epoch 1837 | loss: 0.0311557 | val_loss: 0.0311615 | Time: 2774.49 ms [2022-04-21 02:31:46 main:574] : INFO : Epoch 1838 | loss: 0.0311585 | val_loss: 0.0311604 | Time: 2874.18 ms [2022-04-21 02:31:49 main:574] : INFO : Epoch 1839 | loss: 0.0311569 | val_loss: 0.0311628 | Time: 2812.54 ms [2022-04-21 02:31:52 main:574] : INFO : Epoch 1840 | loss: 0.0311559 | val_loss: 0.0311593 | Time: 2805.23 ms [2022-04-21 02:31:55 main:574] : INFO : Epoch 1841 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 2801.01 ms [2022-04-21 02:31:58 main:574] : INFO : Epoch 1842 | loss: 0.0311568 | val_loss: 0.0311596 | Time: 2772.44 ms [2022-04-21 02:32:00 main:574] : INFO : Epoch 1843 | loss: 0.0311573 | val_loss: 0.0311633 | Time: 2832.2 ms [2022-04-21 02:32:03 main:574] : INFO : Epoch 1844 | loss: 0.0311597 | val_loss: 0.0311597 | Time: 2770.65 ms [2022-04-21 02:32:06 main:574] : INFO : Epoch 1845 | loss: 0.0311585 | val_loss: 0.0311639 | Time: 2795.26 ms [2022-04-21 02:32:09 main:574] : INFO : Epoch 1846 | loss: 0.0311566 | val_loss: 0.0311605 | Time: 2825.88 ms [2022-04-21 02:32:12 main:574] : INFO : Epoch 1847 | loss: 0.0311551 | val_loss: 0.0311609 | Time: 2790.57 ms [2022-04-21 02:32:14 main:574] : INFO : Epoch 1848 | loss: 0.0311561 | val_loss: 0.0311617 | Time: 2762.6 ms [2022-04-21 02:32:17 main:574] : INFO : Epoch 1849 | loss: 0.0311612 | val_loss: 0.0311656 | Time: 2860.63 ms [2022-04-21 02:32:20 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311607 | Time: 2797.42 ms [2022-04-21 02:32:23 main:574] : INFO : Epoch 1851 | loss: 0.031159 | val_loss: 0.0311588 | Time: 2855.64 ms [2022-04-21 02:32:26 main:574] : INFO : Epoch 1852 | loss: 0.0311558 | val_loss: 0.0311627 | Time: 2833.37 ms [2022-04-21 02:32:28 main:574] : INFO : Epoch 1853 | loss: 0.0311556 | val_loss: 0.031168 | Time: 2800.22 ms [2022-04-21 02:32:31 main:574] : INFO : Epoch 1854 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 2816.15 ms [2022-04-21 02:32:34 main:574] : INFO : Epoch 1855 | loss: 0.0311556 | val_loss: 0.031159 | Time: 2819.71 ms [2022-04-21 02:32:37 main:574] : INFO : Epoch 1856 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 2818.04 ms [2022-04-21 02:32:40 main:574] : INFO : Epoch 1857 | loss: 0.0311555 | val_loss: 0.0311598 | Time: 2772.04 ms [2022-04-21 02:32:43 main:574] : INFO : Epoch 1858 | loss: 0.0311549 | val_loss: 0.0311609 | Time: 2796.44 ms [2022-04-21 02:32:45 main:574] : INFO : Epoch 1859 | loss: 0.0311535 | val_loss: 0.0311606 | Time: 2838.4 ms [2022-04-21 02:32:48 main:574] : INFO : Epoch 1860 | loss: 0.0311545 | val_loss: 0.0311628 | Time: 2934.32 ms [2022-04-21 02:32:51 main:574] : INFO : Epoch 1861 | loss: 0.0311553 | val_loss: 0.0311599 | Time: 2814.06 ms [2022-04-21 02:32:54 main:574] : INFO : Epoch 1862 | loss: 0.0311557 | val_loss: 0.031163 | Time: 2844.74 ms [2022-04-21 02:32:57 main:574] : INFO : Epoch 1863 | loss: 0.0311543 | val_loss: 0.0311627 | Time: 2792.53 ms [2022-04-21 02:32:59 main:574] : INFO : Epoch 1864 | loss: 0.0311547 | val_loss: 0.0311598 | Time: 2706.35 ms [2022-04-21 02:33:02 main:574] : INFO : Epoch 1865 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 2791.7 ms [2022-04-21 02:33:05 main:574] : INFO : Epoch 1866 | loss: 0.0311575 | val_loss: 0.031162 | Time: 2784.45 ms [2022-04-21 02:33:08 main:574] : INFO : Epoch 1867 | loss: 0.0311575 | val_loss: 0.0311597 | Time: 2787.49 ms [2022-04-21 02:33:11 main:574] : INFO : Epoch 1868 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 2816.81 ms [2022-04-21 02:33:13 main:574] : INFO : Epoch 1869 | loss: 0.0311657 | val_loss: 0.0311656 | Time: 2818.87 ms [2022-04-21 02:33:16 main:574] : INFO : Epoch 1870 | loss: 0.0311655 | val_loss: 0.0311655 | Time: 2809.92 ms [2022-04-21 02:33:19 main:574] : INFO : Epoch 1871 | loss: 0.0311625 | val_loss: 0.0311657 | Time: 2790.95 ms [2022-04-21 02:33:22 main:574] : INFO : Epoch 1872 | loss: 0.0311614 | val_loss: 0.0311644 | Time: 2832.6 ms [2022-04-21 02:33:25 main:574] : INFO : Epoch 1873 | loss: 0.0311623 | val_loss: 0.0311646 | Time: 2746.97 ms [2022-04-21 02:33:27 main:574] : INFO : Epoch 1874 | loss: 0.0311603 | val_loss: 0.031164 | Time: 2819.39 ms [2022-04-21 02:33:30 main:574] : INFO : Epoch 1875 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 2786.81 ms [2022-04-21 02:33:33 main:574] : INFO : Epoch 1876 | loss: 0.0311585 | val_loss: 0.0311651 | Time: 2833.63 ms [2022-04-21 02:33:36 main:574] : INFO : Epoch 1877 | loss: 0.0311593 | val_loss: 0.0311626 | Time: 2768.79 ms [2022-04-21 02:33:39 main:574] : INFO : Epoch 1878 | loss: 0.031159 | val_loss: 0.0311628 | Time: 2782.81 ms [2022-04-21 02:33:41 main:574] : INFO : Epoch 1879 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 2816.4 ms [2022-04-21 02:33:44 main:574] : INFO : Epoch 1880 | loss: 0.0311593 | val_loss: 0.0311621 | Time: 2790.04 ms [2022-04-21 02:33:47 main:574] : INFO : Epoch 1881 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 2757.12 ms [2022-04-21 02:33:50 main:574] : INFO : Epoch 1882 | loss: 0.031158 | val_loss: 0.0311612 | Time: 2867.98 ms [2022-04-21 02:33:53 main:574] : INFO : Epoch 1883 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 2703.11 ms [2022-04-21 02:33:55 main:574] : INFO : Epoch 1884 | loss: 0.0311591 | val_loss: 0.0311631 | Time: 2847.68 ms [2022-04-21 02:33:58 main:574] : INFO : Epoch 1885 | loss: 0.0311605 | val_loss: 0.0311617 | Time: 2735.24 ms [2022-04-21 02:34:01 main:574] : INFO : Epoch 1886 | loss: 0.0311605 | val_loss: 0.0311673 | Time: 2829.2 ms [2022-04-21 02:34:04 main:574] : INFO : Epoch 1887 | loss: 0.0311662 | val_loss: 0.0311662 | Time: 2770.37 ms [2022-04-21 02:34:07 main:574] : INFO : Epoch 1888 | loss: 0.0311592 | val_loss: 0.0311631 | Time: 2719.64 ms [2022-04-21 02:34:09 main:574] : INFO : Epoch 1889 | loss: 0.031156 | val_loss: 0.0311632 | Time: 2799.04 ms [2022-04-21 02:34:12 main:574] : INFO : Epoch 1890 | loss: 0.0311584 | val_loss: 0.0311622 | Time: 2825.35 ms [2022-04-21 02:34:15 main:574] : INFO : Epoch 1891 | loss: 0.0311581 | val_loss: 0.0311607 | Time: 2791.63 ms [2022-04-21 02:34:18 main:574] : INFO : Epoch 1892 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 2786.47 ms [2022-04-21 02:34:21 main:574] : INFO : Epoch 1893 | loss: 0.0311565 | val_loss: 0.0311616 | Time: 2826.59 ms [2022-04-21 02:34:23 main:574] : INFO : Epoch 1894 | loss: 0.031158 | val_loss: 0.0311611 | Time: 2803.69 ms [2022-04-21 02:34:26 main:574] : INFO : Epoch 1895 | loss: 0.0311616 | val_loss: 0.0311608 | Time: 2788.06 ms [2022-04-21 02:34:29 main:574] : INFO : Epoch 1896 | loss: 0.0311544 | val_loss: 0.0311611 | Time: 2827.11 ms [2022-04-21 02:34:32 main:574] : INFO : Epoch 1897 | loss: 0.0311542 | val_loss: 0.0311599 | Time: 2935.74 ms [2022-04-21 02:34:35 main:574] : INFO : Epoch 1898 | loss: 0.0311552 | val_loss: 0.0311612 | Time: 2837.66 ms [2022-04-21 02:34:38 main:574] : INFO : Epoch 1899 | loss: 0.0311579 | val_loss: 0.0311621 | Time: 2742.42 ms [2022-04-21 02:34:40 main:574] : INFO : Epoch 1900 | loss: 0.031156 | val_loss: 0.0311611 | Time: 2820.44 ms [2022-04-21 02:34:43 main:574] : INFO : Epoch 1901 | loss: 0.0311538 | val_loss: 0.0311603 | Time: 2774.25 ms [2022-04-21 02:34:46 main:574] : INFO : Epoch 1902 | loss: 0.0311624 | val_loss: 0.031166 | Time: 2841.79 ms [2022-04-21 02:34:49 main:574] : INFO : Epoch 1903 | loss: 0.0311546 | val_loss: 0.0311588 | Time: 2690.44 ms [2022-04-21 02:34:51 main:574] : INFO : Epoch 1904 | loss: 0.0311541 | val_loss: 0.0311597 | Time: 2780.84 ms [2022-04-21 02:34:54 main:574] : INFO : Epoch 1905 | loss: 0.0311588 | val_loss: 0.0311609 | Time: 2773.63 ms [2022-04-21 02:34:57 main:574] : INFO : Epoch 1906 | loss: 0.0311568 | val_loss: 0.0311673 | Time: 2790.45 ms [2022-04-21 02:35:00 main:574] : INFO : Epoch 1907 | loss: 0.0311586 | val_loss: 0.0311656 | Time: 2731.08 ms [2022-04-21 02:35:03 main:574] : INFO : Epoch 1908 | loss: 0.0311609 | val_loss: 0.0311638 | Time: 2848.11 ms [2022-04-21 02:35:05 main:574] : INFO : Epoch 1909 | loss: 0.0311574 | val_loss: 0.0311632 | Time: 2811.73 ms [2022-04-21 02:35:08 main:574] : INFO : Epoch 1910 | loss: 0.0311612 | val_loss: 0.031164 | Time: 2755.13 ms [2022-04-21 02:35:11 main:574] : INFO : Epoch 1911 | loss: 0.0311609 | val_loss: 0.0311609 | Time: 2822.81 ms [2022-04-21 02:35:14 main:574] : INFO : Epoch 1912 | loss: 0.0311629 | val_loss: 0.0311655 | Time: 2743.04 ms [2022-04-21 02:35:17 main:574] : INFO : Epoch 1913 | loss: 0.0311569 | val_loss: 0.0311616 | Time: 2809.79 ms [2022-04-21 02:35:19 main:574] : INFO : Epoch 1914 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 2811.37 ms [2022-04-21 02:35:22 main:574] : INFO : Epoch 1915 | loss: 0.0311544 | val_loss: 0.0311633 | Time: 2776.96 ms [2022-04-21 02:35:25 main:574] : INFO : Epoch 1916 | loss: 0.031154 | val_loss: 0.0311633 | Time: 2773.01 ms [2022-04-21 02:35:28 main:574] : INFO : Epoch 1917 | loss: 0.0311568 | val_loss: 0.0311632 | Time: 2825.86 ms [2022-04-21 02:35:31 main:574] : INFO : Epoch 1918 | loss: 0.0311596 | val_loss: 0.0311666 | Time: 2797.49 ms [2022-04-21 02:35:33 main:574] : INFO : Epoch 1919 | loss: 0.0311562 | val_loss: 0.0311603 | Time: 2882.61 ms [2022-04-21 02:35:36 main:574] : INFO : Epoch 1920 | loss: 0.0311557 | val_loss: 0.0311661 | Time: 2811.58 ms [2022-04-21 02:35:39 main:574] : INFO : Epoch 1921 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 2800.19 ms [2022-04-21 02:35:42 main:574] : INFO : Epoch 1922 | loss: 0.0311548 | val_loss: 0.0311614 | Time: 2789.79 ms [2022-04-21 02:35:45 main:574] : INFO : Epoch 1923 | loss: 0.0311539 | val_loss: 0.0311628 | Time: 2799.7 ms [2022-04-21 02:35:47 main:574] : INFO : Epoch 1924 | loss: 0.0311531 | val_loss: 0.0311591 | Time: 2791.98 ms [2022-04-21 02:35:50 main:574] : INFO : Epoch 1925 | loss: 0.0311542 | val_loss: 0.0311575 | Time: 2821.27 ms [2022-04-21 02:35:53 main:574] : INFO : Epoch 1926 | loss: 0.0311553 | val_loss: 0.0311576 | Time: 2806.16 ms [2022-04-21 02:35:56 main:574] : INFO : Epoch 1927 | loss: 0.0311556 | val_loss: 0.0311633 | Time: 2759.85 ms [2022-04-21 02:35:59 main:574] : INFO : Epoch 1928 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 2809.46 ms [2022-04-21 02:36:01 main:574] : INFO : Epoch 1929 | loss: 0.0311613 | val_loss: 0.0311632 | Time: 2784.92 ms [2022-04-21 02:36:04 main:574] : INFO : Epoch 1930 | loss: 0.0311609 | val_loss: 0.0311637 | Time: 2805.88 ms [2022-04-21 02:36:07 main:574] : INFO : Epoch 1931 | loss: 0.0311612 | val_loss: 0.0311641 | Time: 2850.59 ms [2022-04-21 02:36:10 main:574] : INFO : Epoch 1932 | loss: 0.0311609 | val_loss: 0.0311619 | Time: 2849.06 ms [2022-04-21 02:36:13 main:574] : INFO : Epoch 1933 | loss: 0.0311603 | val_loss: 0.0311614 | Time: 2815.51 ms [2022-04-21 02:36:16 main:574] : INFO : Epoch 1934 | loss: 0.0311578 | val_loss: 0.0311635 | Time: 2799.83 ms [2022-04-21 02:36:18 main:574] : INFO : Epoch 1935 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 2843.45 ms [2022-04-21 02:36:21 main:574] : INFO : Epoch 1936 | loss: 0.0311624 | val_loss: 0.0311606 | Time: 2786.26 ms [2022-04-21 02:36:24 main:574] : INFO : Epoch 1937 | loss: 0.0311581 | val_loss: 0.0311622 | Time: 2826.61 ms [2022-04-21 02:36:27 main:574] : INFO : Epoch 1938 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 2802.44 ms [2022-04-21 02:36:30 main:574] : INFO : Epoch 1939 | loss: 0.0311583 | val_loss: 0.0311636 | Time: 2825.03 ms [2022-04-21 02:36:33 main:574] : INFO : Epoch 1940 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 2818.49 ms [2022-04-21 02:36:35 main:574] : INFO : Epoch 1941 | loss: 0.0311577 | val_loss: 0.0311631 | Time: 2802.04 ms [2022-04-21 02:36:38 main:574] : INFO : Epoch 1942 | loss: 0.0311571 | val_loss: 0.0311622 | Time: 2832.71 ms [2022-04-21 02:36:41 main:574] : INFO : Epoch 1943 | loss: 0.0311556 | val_loss: 0.0311628 | Time: 2844.64 ms [2022-04-21 02:36:44 main:574] : INFO : Epoch 1944 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 2781 ms [2022-04-21 02:36:47 main:574] : INFO : Epoch 1945 | loss: 0.0311573 | val_loss: 0.0311613 | Time: 2788.42 ms [2022-04-21 02:36:49 main:574] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311629 | Time: 2818.61 ms [2022-04-21 02:36:52 main:574] : INFO : Epoch 1947 | loss: 0.0311562 | val_loss: 0.0311629 | Time: 2788.84 ms [2022-04-21 02:36:55 main:574] : INFO : Epoch 1948 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 2772.48 ms [2022-04-21 02:36:58 main:574] : INFO : Epoch 1949 | loss: 0.0311548 | val_loss: 0.0311618 | Time: 2767.52 ms [2022-04-21 02:37:01 main:574] : INFO : Epoch 1950 | loss: 0.0311548 | val_loss: 0.0311636 | Time: 2821.46 ms [2022-04-21 02:37:03 main:574] : INFO : Epoch 1951 | loss: 0.0311553 | val_loss: 0.0311667 | Time: 2820.53 ms [2022-04-21 02:37:06 main:574] : INFO : Epoch 1952 | loss: 0.0311586 | val_loss: 0.0311639 | Time: 2780.4 ms [2022-04-21 02:37:09 main:574] : INFO : Epoch 1953 | loss: 0.031157 | val_loss: 0.0311663 | Time: 2756.97 ms [2022-04-21 02:37:12 main:574] : INFO : Epoch 1954 | loss: 0.0311563 | val_loss: 0.0311655 | Time: 2810.35 ms [2022-04-21 02:37:15 main:574] : INFO : Epoch 1955 | loss: 0.0311562 | val_loss: 0.0311669 | Time: 2862.72 ms [2022-04-21 02:37:17 main:574] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0311676 | Time: 2788.4 ms [2022-04-21 02:37:20 main:574] : INFO : Epoch 1957 | loss: 0.031162 | val_loss: 0.0311626 | Time: 2803.86 ms [2022-04-21 02:37:23 main:574] : INFO : Epoch 1958 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 2759.59 ms [2022-04-21 02:37:26 main:574] : INFO : Epoch 1959 | loss: 0.031158 | val_loss: 0.0311658 | Time: 2792.35 ms [2022-04-21 02:37:29 main:574] : INFO : Epoch 1960 | loss: 0.0311592 | val_loss: 0.031166 | Time: 2826.6 ms [2022-04-21 02:37:31 main:574] : INFO : Epoch 1961 | loss: 0.0311563 | val_loss: 0.0311629 | Time: 2782.99 ms [2022-04-21 02:37:34 main:574] : INFO : Epoch 1962 | loss: 0.031157 | val_loss: 0.0311639 | Time: 2850.78 ms [2022-04-21 02:37:37 main:574] : INFO : Epoch 1963 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 2786.48 ms [2022-04-21 02:37:40 main:574] : INFO : Epoch 1964 | loss: 0.0311586 | val_loss: 0.0311702 | Time: 2830.29 ms [2022-04-21 02:37:43 main:574] : INFO : Epoch 1965 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 2818.5 ms [2022-04-21 02:37:45 main:574] : INFO : Epoch 1966 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2809.78 ms [2022-04-21 02:37:48 main:574] : INFO : Epoch 1967 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 2882.4 ms [2022-04-21 02:37:51 main:574] : INFO : Epoch 1968 | loss: 0.0311601 | val_loss: 0.0311743 | Time: 2820 ms [2022-04-21 02:37:54 main:574] : INFO : Epoch 1969 | loss: 0.0311667 | val_loss: 0.0311679 | Time: 2800.21 ms [2022-04-21 02:37:57 main:574] : INFO : Epoch 1970 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 2803.86 ms [2022-04-21 02:38:00 main:574] : INFO : Epoch 1971 | loss: 0.0311603 | val_loss: 0.031167 | Time: 2809.39 ms [2022-04-21 02:38:02 main:574] : INFO : Epoch 1972 | loss: 0.0311617 | val_loss: 0.0311632 | Time: 2799.37 ms [2022-04-21 02:38:05 main:574] : INFO : Epoch 1973 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 2794.36 ms [2022-04-21 02:38:08 main:574] : INFO : Epoch 1974 | loss: 0.0311625 | val_loss: 0.0311662 | Time: 2814.81 ms [2022-04-21 02:38:11 main:574] : INFO : Epoch 1975 | loss: 0.0311578 | val_loss: 0.031161 | Time: 2767.21 ms [2022-04-21 02:38:14 main:574] : INFO : Epoch 1976 | loss: 0.0311558 | val_loss: 0.0311618 | Time: 2804.13 ms [2022-04-21 02:38:16 main:574] : INFO : Epoch 1977 | loss: 0.0311552 | val_loss: 0.031164 | Time: 2789.93 ms [2022-04-21 02:38:19 main:574] : INFO : Epoch 1978 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 2910.18 ms [2022-04-21 02:38:22 main:574] : INFO : Epoch 1979 | loss: 0.0311599 | val_loss: 0.0311613 | Time: 2811.9 ms [2022-04-21 02:38:25 main:574] : INFO : Epoch 1980 | loss: 0.0311598 | val_loss: 0.0311601 | Time: 2762.67 ms [2022-04-21 02:38:28 main:574] : INFO : Epoch 1981 | loss: 0.0311595 | val_loss: 0.0311601 | Time: 2842.72 ms [2022-04-21 02:38:31 main:574] : INFO : Epoch 1982 | loss: 0.0311574 | val_loss: 0.0311682 | Time: 2818.32 ms [2022-04-21 02:38:33 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.031165 | Time: 2820.13 ms [2022-04-21 02:38:36 main:574] : INFO : Epoch 1984 | loss: 0.031161 | val_loss: 0.0311623 | Time: 2824.12 ms [2022-04-21 02:38:39 main:574] : INFO : Epoch 1985 | loss: 0.0311587 | val_loss: 0.0311662 | Time: 2793 ms [2022-04-21 02:38:42 main:574] : INFO : Epoch 1986 | loss: 0.0311567 | val_loss: 0.031162 | Time: 2786.39 ms [2022-04-21 02:38:45 main:574] : INFO : Epoch 1987 | loss: 0.0311554 | val_loss: 0.0311611 | Time: 2851.03 ms [2022-04-21 02:38:47 main:574] : INFO : Epoch 1988 | loss: 0.0311556 | val_loss: 0.0311625 | Time: 2768.42 ms [2022-04-21 02:38:50 main:574] : INFO : Epoch 1989 | loss: 0.0311561 | val_loss: 0.0311598 | Time: 2896.66 ms [2022-04-21 02:38:53 main:574] : INFO : Epoch 1990 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 2758.75 ms [2022-04-21 02:38:56 main:574] : INFO : Epoch 1991 | loss: 0.0311587 | val_loss: 0.0311598 | Time: 2803.9 ms [2022-04-21 02:38:59 main:574] : INFO : Epoch 1992 | loss: 0.0311584 | val_loss: 0.0311598 | Time: 2802.51 ms [2022-04-21 02:39:01 main:574] : INFO : Epoch 1993 | loss: 0.0311595 | val_loss: 0.0311585 | Time: 2768.09 ms [2022-04-21 02:39:04 main:574] : INFO : Epoch 1994 | loss: 0.0311602 | val_loss: 0.0311598 | Time: 2831.06 ms [2022-04-21 02:39:07 main:574] : INFO : Epoch 1995 | loss: 0.0311566 | val_loss: 0.0311607 | Time: 2800.13 ms [2022-04-21 02:39:10 main:574] : INFO : Epoch 1996 | loss: 0.0311559 | val_loss: 0.0311622 | Time: 2821.19 ms [2022-04-21 02:39:13 main:574] : INFO : Epoch 1997 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 2790.34 ms [2022-04-21 02:39:15 main:574] : INFO : Epoch 1998 | loss: 0.0311593 | val_loss: 0.031177 | Time: 2776.79 ms [2022-04-21 02:39:18 main:574] : INFO : Epoch 1999 | loss: 0.0311578 | val_loss: 0.03116 | Time: 2807.46 ms [2022-04-21 02:39:21 main:574] : INFO : Epoch 2000 | loss: 0.031156 | val_loss: 0.0311618 | Time: 2775.7 ms [2022-04-21 02:39:24 main:574] : INFO : Epoch 2001 | loss: 0.0311555 | val_loss: 0.0311621 | Time: 2803.92 ms [2022-04-21 02:39:27 main:574] : INFO : Epoch 2002 | loss: 0.0311555 | val_loss: 0.031158 | Time: 2849.48 ms [2022-04-21 02:39:30 main:574] : INFO : Epoch 2003 | loss: 0.0311541 | val_loss: 0.0311583 | Time: 2823.83 ms [2022-04-21 02:39:32 main:574] : INFO : Epoch 2004 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 2799.81 ms [2022-04-21 02:39:35 main:574] : INFO : Epoch 2005 | loss: 0.0311537 | val_loss: 0.0311601 | Time: 2806.91 ms [2022-04-21 02:39:38 main:574] : INFO : Epoch 2006 | loss: 0.031157 | val_loss: 0.0311601 | Time: 2784.09 ms [2022-04-21 02:39:41 main:574] : INFO : Epoch 2007 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 2819.63 ms [2022-04-21 02:39:44 main:574] : INFO : Epoch 2008 | loss: 0.0311567 | val_loss: 0.0311608 | Time: 2847.89 ms [2022-04-21 02:39:46 main:574] : INFO : Epoch 2009 | loss: 0.0311547 | val_loss: 0.0311596 | Time: 2771 ms [2022-04-21 02:39:49 main:574] : INFO : Epoch 2010 | loss: 0.031153 | val_loss: 0.0311593 | Time: 2721.36 ms [2022-04-21 02:39:52 main:574] : INFO : Epoch 2011 | loss: 0.0311568 | val_loss: 0.0311754 | Time: 2821.03 ms [2022-04-21 02:39:55 main:574] : INFO : Epoch 2012 | loss: 0.0311573 | val_loss: 0.0311589 | Time: 2817.51 ms [2022-04-21 02:39:58 main:574] : INFO : Epoch 2013 | loss: 0.0311528 | val_loss: 0.0311601 | Time: 2804.5 ms [2022-04-21 02:40:00 main:574] : INFO : Epoch 2014 | loss: 0.0311553 | val_loss: 0.0311605 | Time: 2809.82 ms [2022-04-21 02:40:03 main:574] : INFO : Epoch 2015 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 2747.21 ms [2022-04-21 02:40:06 main:574] : INFO : Epoch 2016 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2783.42 ms [2022-04-21 02:40:09 main:574] : INFO : Epoch 2017 | loss: 0.0311564 | val_loss: 0.0311601 | Time: 2856.34 ms [2022-04-21 02:40:12 main:574] : INFO : Epoch 2018 | loss: 0.0311545 | val_loss: 0.0311649 | Time: 2794.95 ms [2022-04-21 02:40:14 main:574] : INFO : Epoch 2019 | loss: 0.0311552 | val_loss: 0.0311583 | Time: 2767.81 ms [2022-04-21 02:40:17 main:574] : INFO : Epoch 2020 | loss: 0.0311578 | val_loss: 0.031157 | Time: 2836.6 ms [2022-04-21 02:40:20 main:574] : INFO : Epoch 2021 | loss: 0.0311531 | val_loss: 0.0311582 | Time: 2715.87 ms [2022-04-21 02:40:23 main:574] : INFO : Epoch 2022 | loss: 0.0311526 | val_loss: 0.0311582 | Time: 2802.42 ms [2022-04-21 02:40:26 main:574] : INFO : Epoch 2023 | loss: 0.0311517 | val_loss: 0.0311606 | Time: 2772.7 ms [2022-04-21 02:40:28 main:574] : INFO : Epoch 2024 | loss: 0.0311528 | val_loss: 0.03116 | Time: 2906.42 ms [2022-04-21 02:40:31 main:574] : INFO : Epoch 2025 | loss: 0.0311515 | val_loss: 0.0311571 | Time: 2817.83 ms [2022-04-21 02:40:34 main:574] : INFO : Epoch 2026 | loss: 0.0311527 | val_loss: 0.0311597 | Time: 2813 ms [2022-04-21 02:40:37 main:574] : INFO : Epoch 2027 | loss: 0.0311533 | val_loss: 0.0311569 | Time: 2787.94 ms [2022-04-21 02:40:40 main:574] : INFO : Epoch 2028 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 2802.93 ms [2022-04-21 02:40:43 main:574] : INFO : Epoch 2029 | loss: 0.0311544 | val_loss: 0.0311604 | Time: 2802.83 ms [2022-04-21 02:40:45 main:574] : INFO : Epoch 2030 | loss: 0.0311527 | val_loss: 0.031159 | Time: 2766.52 ms [2022-04-21 02:40:48 main:574] : INFO : Epoch 2031 | loss: 0.0311544 | val_loss: 0.0311642 | Time: 2812.42 ms [2022-04-21 02:40:51 main:574] : INFO : Epoch 2032 | loss: 0.0311622 | val_loss: 0.0311596 | Time: 2802.35 ms [2022-04-21 02:40:54 main:574] : INFO : Epoch 2033 | loss: 0.0311599 | val_loss: 0.0311623 | Time: 2834.04 ms [2022-04-21 02:40:56 main:574] : INFO : Epoch 2034 | loss: 0.0311586 | val_loss: 0.0311576 | Time: 2708.82 ms [2022-04-21 02:40:59 main:574] : INFO : Epoch 2035 | loss: 0.0311545 | val_loss: 0.031161 | Time: 2803.11 ms [2022-04-21 02:41:02 main:574] : INFO : Epoch 2036 | loss: 0.0311546 | val_loss: 0.0311608 | Time: 2794.65 ms [2022-04-21 02:41:05 main:574] : INFO : Epoch 2037 | loss: 0.0311534 | val_loss: 0.0311651 | Time: 2847.6 ms [2022-04-21 02:41:08 main:574] : INFO : Epoch 2038 | loss: 0.0311559 | val_loss: 0.0311557 | Time: 2797.07 ms [2022-04-21 02:41:10 main:574] : INFO : Epoch 2039 | loss: 0.0311544 | val_loss: 0.031164 | Time: 2777.97 ms [2022-04-21 02:41:13 main:574] : INFO : Epoch 2040 | loss: 0.0311599 | val_loss: 0.0311576 | Time: 2838.84 ms [2022-04-21 02:41:16 main:574] : INFO : Epoch 2041 | loss: 0.0311585 | val_loss: 0.0311596 | Time: 2763.31 ms [2022-04-21 02:41:19 main:574] : INFO : Epoch 2042 | loss: 0.0311574 | val_loss: 0.0311606 | Time: 2807.98 ms [2022-04-21 02:41:22 main:574] : INFO : Epoch 2043 | loss: 0.0311594 | val_loss: 0.0311625 | Time: 2755.52 ms [2022-04-21 02:41:24 main:574] : INFO : Epoch 2044 | loss: 0.0311569 | val_loss: 0.0311614 | Time: 2801.32 ms [2022-04-21 02:41:27 main:574] : INFO : Epoch 2045 | loss: 0.0311561 | val_loss: 0.0311624 | Time: 2787.93 ms [2022-04-21 02:41:30 main:574] : INFO : Epoch 2046 | loss: 0.0311564 | val_loss: 0.03116 | Time: 2809.83 ms [2022-04-21 02:41:33 main:574] : INFO : Epoch 2047 | loss: 0.0311582 | val_loss: 0.0311601 | Time: 2818.04 ms [2022-04-21 02:41:36 main:574] : INFO : Epoch 2048 | loss: 0.0311583 | val_loss: 0.0311578 | Time: 2846.01 ms [2022-04-21 02:41:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311578 [2022-04-21 02:41:36 main:603] : INFO : Saving end state to config to file [2022-04-21 02:41:36 main:608] : INFO : Success, exiting.. 02:41:36 (3384): 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)