Task 13746702
| Name | ParityModified-1647044696-30867-2-0_0 |
| Workunit | 10834025 |
| Created | 25 Mar 2022, 8:46:51 UTC |
| Sent | 31 Mar 2022, 9:56:17 UTC |
| Report deadline | 8 Apr 2022, 9:56:17 UTC |
| Received | 8 Apr 2022, 11:30:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21043 |
| Run time | 4 hours 2 min 39 sec |
| CPU time | 3 hours 48 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,104.09 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.85 GB |
| Peak swap size | 4.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311757 | val_loss: 0.0311762 | Time: 3367.24 ms [2022-04-08 13:00:36 main:574] : INFO : Epoch 1543 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 3392.4 ms [2022-04-08 13:00:39 main:574] : INFO : Epoch 1544 | loss: 0.031173 | val_loss: 0.0311766 | Time: 3118.4 ms [2022-04-08 13:00:43 main:574] : INFO : Epoch 1545 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 3790.89 ms [2022-04-08 13:00:46 main:574] : INFO : Epoch 1546 | loss: 0.031174 | val_loss: 0.031175 | Time: 2913.08 ms [2022-04-08 13:00:48 main:574] : INFO : Epoch 1547 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 2789.8 ms [2022-04-08 13:00:52 main:574] : INFO : Epoch 1548 | loss: 0.0311728 | val_loss: 0.0311748 | Time: 3088.7 ms [2022-04-08 13:00:55 main:574] : INFO : Epoch 1549 | loss: 0.031172 | val_loss: 0.0311767 | Time: 3364.97 ms [2022-04-08 13:00:59 main:574] : INFO : Epoch 1550 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 4081.45 ms [2022-04-08 13:01:04 main:574] : INFO : Epoch 1551 | loss: 0.03117 | val_loss: 0.0311746 | Time: 4781.21 ms [2022-04-08 13:01:08 main:574] : INFO : Epoch 1552 | loss: 0.0311721 | val_loss: 0.0311761 | Time: 4419.61 ms [2022-04-08 13:01:11 main:574] : INFO : Epoch 1553 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 3258.28 ms [2022-04-08 13:01:15 main:574] : INFO : Epoch 1554 | loss: 0.0311746 | val_loss: 0.0311781 | Time: 3403.11 ms [2022-04-08 13:01:18 main:574] : INFO : Epoch 1555 | loss: 0.0311749 | val_loss: 0.0311757 | Time: 3386.86 ms [2022-04-08 13:01:22 main:574] : INFO : Epoch 1556 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 3862.38 ms [2022-04-08 13:01:26 main:574] : INFO : Epoch 1557 | loss: 0.0311747 | val_loss: 0.0311776 | Time: 3894.69 ms [2022-04-08 13:01:30 main:574] : INFO : Epoch 1558 | loss: 0.0311747 | val_loss: 0.0311769 | Time: 3951.28 ms [2022-04-08 13:01:33 main:574] : INFO : Epoch 1559 | loss: 0.0311748 | val_loss: 0.0311783 | Time: 3320.81 ms [2022-04-08 13:01:37 main:574] : INFO : Epoch 1560 | loss: 0.0311748 | val_loss: 0.0311778 | Time: 3277.45 ms [2022-04-08 13:01:41 main:574] : INFO : Epoch 1561 | loss: 0.031174 | val_loss: 0.0311786 | Time: 4140.47 ms [2022-04-08 13:01:45 main:574] : INFO : Epoch 1562 | loss: 0.0311726 | val_loss: 0.0311775 | Time: 4345.05 ms [2022-04-08 13:01:48 main:574] : INFO : Epoch 1563 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 2851.48 ms [2022-04-08 13:01:51 main:574] : INFO : Epoch 1564 | loss: 0.0311728 | val_loss: 0.0311772 | Time: 3293.3 ms [2022-04-08 13:01:55 main:574] : INFO : Epoch 1565 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 3456.58 ms [2022-04-08 13:01:58 main:574] : INFO : Epoch 1566 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 3339.89 ms [2022-04-08 13:02:02 main:574] : INFO : Epoch 1567 | loss: 0.0311773 | val_loss: 0.0311908 | Time: 3683.91 ms [2022-04-08 13:02:06 main:574] : INFO : Epoch 1568 | loss: 0.0311839 | val_loss: 0.0311826 | Time: 4205.2 ms [2022-04-08 13:02:10 main:574] : INFO : Epoch 1569 | loss: 0.0311788 | val_loss: 0.0311805 | Time: 3802.37 ms [2022-04-08 13:02:13 main:574] : INFO : Epoch 1570 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 3228.14 ms [2022-04-08 13:02:16 main:574] : INFO : Epoch 1571 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 3001.75 ms [2022-04-08 13:02:19 main:574] : INFO : Epoch 1572 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 3255.62 ms [2022-04-08 13:02:23 main:574] : INFO : Epoch 1573 | loss: 0.0311735 | val_loss: 0.0311772 | Time: 3642.13 ms [2022-04-08 13:02:27 main:574] : INFO : Epoch 1574 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 4600.77 ms [2022-04-08 13:02:31 main:574] : INFO : Epoch 1575 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 3160.49 ms [2022-04-08 13:02:34 main:574] : INFO : Epoch 1576 | loss: 0.0311721 | val_loss: 0.0311741 | Time: 3297.53 ms [2022-04-08 13:02:37 main:574] : INFO : Epoch 1577 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 3178.66 ms [2022-04-08 13:02:40 main:574] : INFO : Epoch 1578 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 3049.46 ms [2022-04-08 13:02:45 main:574] : INFO : Epoch 1579 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 4502.58 ms [2022-04-08 13:02:48 main:574] : INFO : Epoch 1580 | loss: 0.031173 | val_loss: 0.0311754 | Time: 3689.06 ms [2022-04-08 13:02:52 main:574] : INFO : Epoch 1581 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 3183.38 ms [2022-04-08 13:02:55 main:574] : INFO : Epoch 1582 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 3468.09 ms [2022-04-08 13:02:59 main:574] : INFO : Epoch 1583 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 3633.02 ms [2022-04-08 13:03:03 main:574] : INFO : Epoch 1584 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 3872.76 ms [2022-04-08 13:03:07 main:574] : INFO : Epoch 1585 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 4005.92 ms [2022-04-08 13:03:10 main:574] : INFO : Epoch 1586 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 3751.2 ms [2022-04-08 13:03:13 main:574] : INFO : Epoch 1587 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 3231.37 ms [2022-04-08 13:03:17 main:574] : INFO : Epoch 1588 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 3205.49 ms [2022-04-08 13:03:21 main:574] : INFO : Epoch 1589 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 4367.53 ms [2022-04-08 13:03:24 main:574] : INFO : Epoch 1590 | loss: 0.0311708 | val_loss: 0.0311774 | Time: 3112.88 ms [2022-04-08 13:03:28 main:574] : INFO : Epoch 1591 | loss: 0.0311712 | val_loss: 0.0311763 | Time: 3841.99 ms [2022-04-08 13:03:31 main:574] : INFO : Epoch 1592 | loss: 0.0311714 | val_loss: 0.0311753 | Time: 3449.91 ms [2022-04-08 13:03:34 main:574] : INFO : Epoch 1593 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 2953.67 ms [2022-04-08 13:03:38 main:574] : INFO : Epoch 1594 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 3476.17 ms [2022-04-08 13:03:41 main:574] : INFO : Epoch 1595 | loss: 0.0311761 | val_loss: 0.0311756 | Time: 3094.46 ms [2022-04-08 13:03:45 main:574] : INFO : Epoch 1596 | loss: 0.0311732 | val_loss: 0.0311787 | Time: 4023.48 ms [2022-04-08 13:03:49 main:574] : INFO : Epoch 1597 | loss: 0.0311729 | val_loss: 0.0311751 | Time: 4232.34 ms [2022-04-08 13:03:53 main:574] : INFO : Epoch 1598 | loss: 0.031172 | val_loss: 0.0311771 | Time: 3345.24 ms [2022-04-08 13:03:56 main:574] : INFO : Epoch 1599 | loss: 0.0311742 | val_loss: 0.0311846 | Time: 3037.1 ms [2022-04-08 13:03:59 main:574] : INFO : Epoch 1600 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 3469.41 ms [2022-04-08 13:04:03 main:574] : INFO : Epoch 1601 | loss: 0.0311779 | val_loss: 0.0311795 | Time: 4094.62 ms [2022-04-08 13:04:08 main:574] : INFO : Epoch 1602 | loss: 0.0311768 | val_loss: 0.03118 | Time: 4286.71 ms [2022-04-08 13:04:11 main:574] : INFO : Epoch 1603 | loss: 0.0311766 | val_loss: 0.031176 | Time: 3290.32 ms [2022-04-08 13:04:14 main:574] : INFO : Epoch 1604 | loss: 0.0311836 | val_loss: 0.0311977 | Time: 3421.51 ms [2022-04-08 13:04:17 main:574] : INFO : Epoch 1605 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 3243.54 ms [2022-04-08 13:04:22 main:574] : INFO : Epoch 1606 | loss: 0.0311853 | val_loss: 0.0311874 | Time: 4063.66 ms [2022-04-08 13:04:26 main:574] : INFO : Epoch 1607 | loss: 0.031185 | val_loss: 0.0311885 | Time: 4555.83 ms [2022-04-08 13:04:30 main:574] : INFO : Epoch 1608 | loss: 0.0311856 | val_loss: 0.0311852 | Time: 3525.1 ms [2022-04-08 13:04:33 main:574] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.031186 | Time: 3279.23 ms [2022-04-08 13:04:36 main:574] : INFO : Epoch 1610 | loss: 0.0311821 | val_loss: 0.0311837 | Time: 3048.25 ms [2022-04-08 13:04:39 main:574] : INFO : Epoch 1611 | loss: 0.0311813 | val_loss: 0.0311885 | Time: 3532.12 ms [2022-04-08 13:04:43 main:574] : INFO : Epoch 1612 | loss: 0.0311811 | val_loss: 0.0311822 | Time: 3615.04 ms [2022-04-08 13:04:47 main:574] : INFO : Epoch 1613 | loss: 0.0311815 | val_loss: 0.0311862 | Time: 3803.89 ms [2022-04-08 13:04:50 main:574] : INFO : Epoch 1614 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 3318.23 ms [2022-04-08 13:04:54 main:574] : INFO : Epoch 1615 | loss: 0.0311812 | val_loss: 0.0311835 | Time: 3422.55 ms [2022-04-08 13:04:57 main:574] : INFO : Epoch 1616 | loss: 0.0311797 | val_loss: 0.0311828 | Time: 3302.82 ms [2022-04-08 13:05:00 main:574] : INFO : Epoch 1617 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 3461.9 ms [2022-04-08 13:05:04 main:574] : INFO : Epoch 1618 | loss: 0.0311798 | val_loss: 0.0311823 | Time: 3714.31 ms [2022-04-08 13:05:08 main:574] : INFO : Epoch 1619 | loss: 0.031179 | val_loss: 0.0311804 | Time: 3711.54 ms [2022-04-08 13:05:11 main:574] : INFO : Epoch 1620 | loss: 0.0311789 | val_loss: 0.03118 | Time: 3243.65 ms [2022-04-08 13:05:14 main:574] : INFO : Epoch 1621 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 2933.09 ms [2022-04-08 13:05:18 main:574] : INFO : Epoch 1622 | loss: 0.0311793 | val_loss: 0.0311811 | Time: 3753.57 ms [2022-04-08 13:05:22 main:574] : INFO : Epoch 1623 | loss: 0.0311792 | val_loss: 0.0311792 | Time: 3866.59 ms [2022-04-08 13:05:26 main:574] : INFO : Epoch 1624 | loss: 0.0311797 | val_loss: 0.0311791 | Time: 4133.99 ms [2022-04-08 13:05:30 main:574] : INFO : Epoch 1625 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 4068.14 ms [2022-04-08 13:05:33 main:574] : INFO : Epoch 1626 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 3223.57 ms [2022-04-08 13:05:37 main:574] : INFO : Epoch 1627 | loss: 0.0311787 | val_loss: 0.0311784 | Time: 3514.17 ms [2022-04-08 13:05:41 main:574] : INFO : Epoch 1628 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 3952.82 ms [2022-04-08 13:05:44 main:574] : INFO : Epoch 1629 | loss: 0.0311778 | val_loss: 0.031178 | Time: 3678.04 ms [2022-04-08 13:05:48 main:574] : INFO : Epoch 1630 | loss: 0.0311772 | val_loss: 0.0311796 | Time: 3802.26 ms [2022-04-08 13:05:52 main:574] : INFO : Epoch 1631 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 3584.71 ms [2022-04-08 13:05:55 main:574] : INFO : Epoch 1632 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 3603.35 ms [2022-04-08 13:05:59 main:574] : INFO : Epoch 1633 | loss: 0.0311765 | val_loss: 0.031177 | Time: 3915.65 ms [2022-04-08 13:06:04 main:574] : INFO : Epoch 1634 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 4485.17 ms [2022-04-08 13:06:07 main:574] : INFO : Epoch 1635 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3123.33 ms [2022-04-08 13:06:10 main:574] : INFO : Epoch 1636 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 3635.14 ms [2022-04-08 13:06:14 main:574] : INFO : Epoch 1637 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 3356.92 ms [2022-04-08 13:06:17 main:574] : INFO : Epoch 1638 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 3337.85 ms [2022-04-08 13:06:22 main:574] : INFO : Epoch 1639 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 4401.4 ms [2022-04-08 13:06:26 main:574] : INFO : Epoch 1640 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 4080.96 ms [2022-04-08 13:06:29 main:574] : INFO : Epoch 1641 | loss: 0.0311765 | val_loss: 0.031179 | Time: 3793.7 ms [2022-04-08 13:06:33 main:574] : INFO : Epoch 1642 | loss: 0.0311787 | val_loss: 0.031177 | Time: 3367.69 ms [2022-04-08 13:06:36 main:574] : INFO : Epoch 1643 | loss: 0.0311789 | val_loss: 0.0311766 | Time: 3125.47 ms [2022-04-08 13:06:39 main:574] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311794 | Time: 3560.81 ms [2022-04-08 13:06:44 main:574] : INFO : Epoch 1645 | loss: 0.0311755 | val_loss: 0.031176 | Time: 4356.91 ms [2022-04-08 13:06:49 main:574] : INFO : Epoch 1646 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 4723.15 ms [2022-04-08 13:06:52 main:574] : INFO : Epoch 1647 | loss: 0.0311755 | val_loss: 0.0311743 | Time: 3660.79 ms [2022-04-08 13:06:56 main:574] : INFO : Epoch 1648 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 3388.49 ms [2022-04-08 13:06:59 main:574] : INFO : Epoch 1649 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 3378.3 ms [2022-04-08 13:07:03 main:574] : INFO : Epoch 1650 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 3730.43 ms [2022-04-08 13:07:06 main:574] : INFO : Epoch 1651 | loss: 0.0311755 | val_loss: 0.0311769 | Time: 3334.25 ms [2022-04-08 13:07:10 main:574] : INFO : Epoch 1652 | loss: 0.0311801 | val_loss: 0.0311775 | Time: 3802.36 ms [2022-04-08 13:07:13 main:574] : INFO : Epoch 1653 | loss: 0.0311776 | val_loss: 0.0311759 | Time: 3244.11 ms [2022-04-08 13:07:16 main:574] : INFO : Epoch 1654 | loss: 0.031177 | val_loss: 0.0311764 | Time: 3190.38 ms [2022-04-08 13:07:19 main:574] : INFO : Epoch 1655 | loss: 0.0311771 | val_loss: 0.0311756 | Time: 2802.26 ms [2022-04-08 13:07:23 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311753 | Time: 3653.86 ms [2022-04-08 13:07:27 main:574] : INFO : Epoch 1657 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 3995.79 ms [2022-04-08 13:07:30 main:574] : INFO : Epoch 1658 | loss: 0.0311749 | val_loss: 0.0311748 | Time: 3638.95 ms [2022-04-08 13:07:34 main:574] : INFO : Epoch 1659 | loss: 0.031174 | val_loss: 0.0311746 | Time: 3324.9 ms [2022-04-08 13:07:37 main:574] : INFO : Epoch 1660 | loss: 0.0311734 | val_loss: 0.0311737 | Time: 2916.88 ms [2022-04-08 13:07:40 main:574] : INFO : Epoch 1661 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 3391.14 ms [2022-04-08 13:07:44 main:574] : INFO : Epoch 1662 | loss: 0.0311761 | val_loss: 0.031175 | Time: 3729.85 ms [2022-04-08 13:07:48 main:574] : INFO : Epoch 1663 | loss: 0.0311739 | val_loss: 0.0311749 | Time: 4255.96 ms [2022-04-08 13:07:52 main:574] : INFO : Epoch 1664 | loss: 0.0311728 | val_loss: 0.0311738 | Time: 3541.34 ms [2022-04-08 13:07:55 main:574] : INFO : Epoch 1665 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 3223.7 ms [2022-04-08 13:07:58 main:574] : INFO : Epoch 1666 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 3639.89 ms [2022-04-08 13:08:03 main:574] : INFO : Epoch 1667 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 4245.32 ms [2022-04-08 13:08:06 main:574] : INFO : Epoch 1668 | loss: 0.0311734 | val_loss: 0.031174 | Time: 3407.05 ms [2022-04-08 13:08:09 main:574] : INFO : Epoch 1669 | loss: 0.0311742 | val_loss: 0.031174 | Time: 3073 ms [2022-04-08 13:08:12 main:574] : INFO : Epoch 1670 | loss: 0.0311727 | val_loss: 0.0311729 | Time: 2982.88 ms [2022-04-08 13:08:15 main:574] : INFO : Epoch 1671 | loss: 0.0311728 | val_loss: 0.031173 | Time: 3197.86 ms [2022-04-08 13:08:19 main:574] : INFO : Epoch 1672 | loss: 0.0311718 | val_loss: 0.0311751 | Time: 4064.86 ms [2022-04-08 13:08:23 main:574] : INFO : Epoch 1673 | loss: 0.0311725 | val_loss: 0.0311731 | Time: 3648.81 ms [2022-04-08 13:08:27 main:574] : INFO : Epoch 1674 | loss: 0.0311712 | val_loss: 0.031171 | Time: 4217.6 ms [2022-04-08 13:08:31 main:574] : INFO : Epoch 1675 | loss: 0.0311717 | val_loss: 0.0311711 | Time: 3263.78 ms [2022-04-08 13:08:34 main:574] : INFO : Epoch 1676 | loss: 0.0311708 | val_loss: 0.0311798 | Time: 3259.4 ms [2022-04-08 13:08:38 main:574] : INFO : Epoch 1677 | loss: 0.031173 | val_loss: 0.0311719 | Time: 3765 ms [2022-04-08 13:08:42 main:574] : INFO : Epoch 1678 | loss: 0.0311731 | val_loss: 0.0311741 | Time: 4174.38 ms [2022-04-08 13:08:46 main:574] : INFO : Epoch 1679 | loss: 0.031172 | val_loss: 0.0311699 | Time: 3929.83 ms [2022-04-08 13:08:49 main:574] : INFO : Epoch 1680 | loss: 0.0311692 | val_loss: 0.0311699 | Time: 3660.84 ms [2022-04-08 13:08:52 main:574] : INFO : Epoch 1681 | loss: 0.0311685 | val_loss: 0.0311707 | Time: 3122.61 ms [2022-04-08 13:08:56 main:574] : INFO : Epoch 1682 | loss: 0.0311721 | val_loss: 0.0311713 | Time: 3291.26 ms [2022-04-08 13:09:00 main:574] : INFO : Epoch 1683 | loss: 0.0311713 | val_loss: 0.031171 | Time: 3852.13 ms [2022-04-08 13:09:04 main:574] : INFO : Epoch 1684 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 4002.26 ms [2022-04-08 13:09:07 main:574] : INFO : Epoch 1685 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 3781.66 ms [2022-04-08 13:09:11 main:574] : INFO : Epoch 1686 | loss: 0.0311686 | val_loss: 0.0311687 | Time: 3185.82 ms [2022-04-08 13:09:14 main:574] : INFO : Epoch 1687 | loss: 0.0311693 | val_loss: 0.0311712 | Time: 3063.91 ms [2022-04-08 13:09:17 main:574] : INFO : Epoch 1688 | loss: 0.0311698 | val_loss: 0.0311712 | Time: 3531.84 ms [2022-04-08 13:09:21 main:574] : INFO : Epoch 1689 | loss: 0.031171 | val_loss: 0.0311677 | Time: 3751.91 ms [2022-04-08 13:09:25 main:574] : INFO : Epoch 1690 | loss: 0.0311707 | val_loss: 0.0311711 | Time: 4377.35 ms [2022-04-08 13:09:29 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.0311685 | Time: 3513.89 ms [2022-04-08 13:09:32 main:574] : INFO : Epoch 1692 | loss: 0.0311682 | val_loss: 0.031171 | Time: 3407.96 ms [2022-04-08 13:09:35 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311674 | Time: 3136.93 ms [2022-04-08 13:09:40 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.031168 | Time: 4195.56 ms [2022-04-08 13:09:43 main:574] : INFO : Epoch 1695 | loss: 0.0311688 | val_loss: 0.031168 | Time: 3107.07 ms [2022-04-08 13:09:47 main:574] : INFO : Epoch 1696 | loss: 0.0311682 | val_loss: 0.0311701 | Time: 4351.08 ms [2022-04-08 13:09:51 main:574] : INFO : Epoch 1697 | loss: 0.0311701 | val_loss: 0.0311671 | Time: 3608.15 ms [2022-04-08 13:09:54 main:574] : INFO : Epoch 1698 | loss: 0.0311683 | val_loss: 0.0311678 | Time: 3369.36 ms [2022-04-08 13:09:57 main:574] : INFO : Epoch 1699 | loss: 0.0311667 | val_loss: 0.0311672 | Time: 3129.94 ms [2022-04-08 13:10:00 main:574] : INFO : Epoch 1700 | loss: 0.0311669 | val_loss: 0.031172 | Time: 3129.99 ms [2022-04-08 13:10:04 main:574] : INFO : Epoch 1701 | loss: 0.0311666 | val_loss: 0.0311669 | Time: 3549.6 ms [2022-04-08 13:10:07 main:574] : INFO : Epoch 1702 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 3455.32 ms [2022-04-08 13:10:11 main:574] : INFO : Epoch 1703 | loss: 0.031166 | val_loss: 0.0311677 | Time: 3501.15 ms [2022-04-08 13:10:14 main:574] : INFO : Epoch 1704 | loss: 0.031168 | val_loss: 0.0311776 | Time: 3235.12 ms [2022-04-08 13:10:17 main:574] : INFO : Epoch 1705 | loss: 0.0311679 | val_loss: 0.0311659 | Time: 3474.01 ms [2022-04-08 13:10:22 main:574] : INFO : Epoch 1706 | loss: 0.0311655 | val_loss: 0.0311652 | Time: 4037.11 ms [2022-04-08 13:10:26 main:574] : INFO : Epoch 1707 | loss: 0.0311655 | val_loss: 0.0311656 | Time: 4192.82 ms [2022-04-08 13:10:29 main:574] : INFO : Epoch 1708 | loss: 0.0311648 | val_loss: 0.0311668 | Time: 3461.54 ms [2022-04-08 13:10:33 main:574] : INFO : Epoch 1709 | loss: 0.031168 | val_loss: 0.0311672 | Time: 3461.47 ms [2022-04-08 13:10:36 main:574] : INFO : Epoch 1710 | loss: 0.0311675 | val_loss: 0.0311653 | Time: 3524.14 ms [2022-04-08 13:10:40 main:574] : INFO : Epoch 1711 | loss: 0.031166 | val_loss: 0.0311661 | Time: 3587.06 ms [2022-04-08 13:10:44 main:574] : INFO : Epoch 1712 | loss: 0.0311659 | val_loss: 0.0311659 | Time: 4460.88 ms [2022-04-08 13:10:47 main:574] : INFO : Epoch 1713 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 3228.58 ms [2022-04-08 13:10:51 main:574] : INFO : Epoch 1714 | loss: 0.0311659 | val_loss: 0.0311675 | Time: 3137.61 ms [2022-04-08 13:10:54 main:574] : INFO : Epoch 1715 | loss: 0.0311657 | val_loss: 0.0311657 | Time: 3282.88 ms [2022-04-08 13:10:58 main:574] : INFO : Epoch 1716 | loss: 0.031166 | val_loss: 0.0311664 | Time: 4027.63 ms [2022-04-08 13:11:02 main:574] : INFO : Epoch 1717 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 3862.75 ms [2022-04-08 13:11:05 main:574] : INFO : Epoch 1718 | loss: 0.031165 | val_loss: 0.0311659 | Time: 3651.76 ms [2022-04-08 13:11:09 main:574] : INFO : Epoch 1719 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 3308.06 ms [2022-04-08 13:11:12 main:574] : INFO : Epoch 1720 | loss: 0.0311716 | val_loss: 0.0311794 | Time: 2938.41 ms [2022-04-08 13:11:15 main:574] : INFO : Epoch 1721 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 3718.37 ms [2022-04-08 13:11:18 main:574] : INFO : Epoch 1722 | loss: 0.0335965 | val_loss: 0.032359 | Time: 3010.5 ms [2022-04-08 13:11:23 main:574] : INFO : Epoch 1723 | loss: 0.0356871 | val_loss: 0.0316915 | Time: 4234.05 ms [2022-04-08 13:11:26 main:574] : INFO : Epoch 1724 | loss: 0.0316942 | val_loss: 0.03141 | Time: 3599.72 ms [2022-04-08 13:11:30 main:574] : INFO : Epoch 1725 | loss: 0.0312939 | val_loss: 0.0312552 | Time: 3293.78 ms [2022-04-08 13:11:33 main:574] : INFO : Epoch 1726 | loss: 0.0312313 | val_loss: 0.0312145 | Time: 3238.27 ms [2022-04-08 13:11:36 main:574] : INFO : Epoch 1727 | loss: 0.0312092 | val_loss: 0.0312001 | Time: 3409.51 ms [2022-04-08 13:11:40 main:574] : INFO : Epoch 1728 | loss: 0.0311997 | val_loss: 0.0311963 | Time: 4011.02 ms [2022-04-08 13:11:44 main:574] : INFO : Epoch 1729 | loss: 0.0311969 | val_loss: 0.0311922 | Time: 3397.82 ms [2022-04-08 13:11:47 main:574] : INFO : Epoch 1730 | loss: 0.0311913 | val_loss: 0.0311878 | Time: 3570.11 ms [2022-04-08 13:11:50 main:574] : INFO : Epoch 1731 | loss: 0.0311885 | val_loss: 0.0311861 | Time: 3257.65 ms [2022-04-08 13:11:53 main:574] : INFO : Epoch 1732 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 3025.45 ms [2022-04-08 13:11:57 main:574] : INFO : Epoch 1733 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 3783.12 ms [2022-04-08 13:12:02 main:574] : INFO : Epoch 1734 | loss: 0.0311833 | val_loss: 0.0311896 | Time: 4303.76 ms [2022-04-08 13:12:05 main:574] : INFO : Epoch 1735 | loss: 0.031186 | val_loss: 0.0311799 | Time: 3151.78 ms [2022-04-08 13:12:08 main:574] : INFO : Epoch 1736 | loss: 0.031182 | val_loss: 0.03118 | Time: 3005 ms [2022-04-08 13:12:11 main:574] : INFO : Epoch 1737 | loss: 0.0311798 | val_loss: 0.0311783 | Time: 3090.98 ms [2022-04-08 13:12:14 main:574] : INFO : Epoch 1738 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 3356.62 ms [2022-04-08 13:12:18 main:574] : INFO : Epoch 1739 | loss: 0.0311775 | val_loss: 0.0311777 | Time: 3789.45 ms [2022-04-08 13:12:22 main:574] : INFO : Epoch 1740 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 3760.99 ms [2022-04-08 13:12:25 main:574] : INFO : Epoch 1741 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 3308.15 ms [2022-04-08 13:12:28 main:574] : INFO : Epoch 1742 | loss: 0.0311782 | val_loss: 0.0311782 | Time: 3318.86 ms [2022-04-08 13:12:32 main:574] : INFO : Epoch 1743 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 3514.62 ms [2022-04-08 13:12:35 main:574] : INFO : Epoch 1744 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 3355.85 ms [2022-04-08 13:12:39 main:574] : INFO : Epoch 1745 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 3799.75 ms [2022-04-08 13:12:43 main:574] : INFO : Epoch 1746 | loss: 0.0311743 | val_loss: 0.031174 | Time: 3495.2 ms [2022-04-08 13:12:56 main:574] : INFO : Epoch 1747 | loss: 0.0311749 | val_loss: 0.0311738 | Time: 13933.7 ms [2022-04-08 13:13:00 main:574] : INFO : Epoch 1748 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 3675.15 ms [2022-04-08 13:13:04 main:574] : INFO : Epoch 1749 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 3966.42 ms [2022-04-08 13:13:08 main:574] : INFO : Epoch 1750 | loss: 0.0311728 | val_loss: 0.0311721 | Time: 3773.59 ms [2022-04-08 13:13:11 main:574] : INFO : Epoch 1751 | loss: 0.0311723 | val_loss: 0.031176 | Time: 3523.46 ms [2022-04-08 13:13:15 main:574] : INFO : Epoch 1752 | loss: 0.0311753 | val_loss: 0.0311775 | Time: 3457.76 ms [2022-04-08 13:13:18 main:574] : INFO : Epoch 1753 | loss: 0.0311735 | val_loss: 0.031172 | Time: 3275.87 ms [2022-04-08 13:13:22 main:574] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311714 | Time: 3783.37 ms [2022-04-08 13:13:26 main:574] : INFO : Epoch 1755 | loss: 0.0311739 | val_loss: 0.0311723 | Time: 3715.89 ms [2022-04-08 13:13:29 main:574] : INFO : Epoch 1756 | loss: 0.0311711 | val_loss: 0.0311709 | Time: 3398.1 ms [2022-04-08 13:13:32 main:574] : INFO : Epoch 1757 | loss: 0.0311704 | val_loss: 0.0311702 | Time: 3208.4 ms [2022-04-08 13:13:36 main:574] : INFO : Epoch 1758 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 3402.45 ms [2022-04-08 13:13:39 main:574] : INFO : Epoch 1759 | loss: 0.0311688 | val_loss: 0.0311703 | Time: 3704.95 ms [2022-04-08 13:13:43 main:574] : INFO : Epoch 1760 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 3512.05 ms [2022-04-08 13:13:47 main:574] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 4063.75 ms [2022-04-08 13:13:50 main:574] : INFO : Epoch 1762 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 3390.02 ms [2022-04-08 13:13:54 main:574] : INFO : Epoch 1763 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 3621.17 ms [2022-04-08 13:13:58 main:574] : INFO : Epoch 1764 | loss: 0.031169 | val_loss: 0.0311718 | Time: 3631.51 ms [2022-04-08 13:14:01 main:574] : INFO : Epoch 1765 | loss: 0.031169 | val_loss: 0.0311699 | Time: 3727.2 ms [2022-04-08 13:14:05 main:574] : INFO : Epoch 1766 | loss: 0.0311694 | val_loss: 0.0311704 | Time: 3751.69 ms [2022-04-08 13:14:09 main:574] : INFO : Epoch 1767 | loss: 0.0311683 | val_loss: 0.0311693 | Time: 3491.68 ms [2022-04-08 13:14:12 main:574] : INFO : Epoch 1768 | loss: 0.0311703 | val_loss: 0.0311699 | Time: 3601.77 ms [2022-04-08 13:14:26 main:574] : INFO : Epoch 1769 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 13830.4 ms [2022-04-08 13:14:30 main:574] : INFO : Epoch 1770 | loss: 0.0311685 | val_loss: 0.0311703 | Time: 3910.73 ms [2022-04-08 13:14:33 main:574] : INFO : Epoch 1771 | loss: 0.0311693 | val_loss: 0.0311706 | Time: 3544.09 ms [2022-04-08 13:14:37 main:574] : INFO : Epoch 1772 | loss: 0.0311685 | val_loss: 0.0311697 | Time: 3344.88 ms [2022-04-08 13:14:40 main:574] : INFO : Epoch 1773 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 3475.7 ms [2022-04-08 13:14:44 main:574] : INFO : Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 3305.14 ms [2022-04-08 13:14:47 main:574] : INFO : Epoch 1775 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 3487.48 ms [2022-04-08 13:14:51 main:574] : INFO : Epoch 1776 | loss: 0.0311687 | val_loss: 0.03117 | Time: 3648.49 ms [2022-04-08 13:14:54 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311707 | Time: 3353.62 ms [2022-04-08 13:14:57 main:574] : INFO : Epoch 1778 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 3134.53 ms [2022-04-08 13:15:00 main:574] : INFO : Epoch 1779 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 3209.81 ms [2022-04-08 13:15:04 main:574] : INFO : Epoch 1780 | loss: 0.0311697 | val_loss: 0.0311693 | Time: 3531.27 ms [2022-04-08 13:15:07 main:574] : INFO : Epoch 1781 | loss: 0.0311675 | val_loss: 0.0311693 | Time: 3383.81 ms [2022-04-08 13:15:10 main:574] : INFO : Epoch 1782 | loss: 0.0311674 | val_loss: 0.0311679 | Time: 2991.85 ms [2022-04-08 13:15:13 main:574] : INFO : Epoch 1783 | loss: 0.031167 | val_loss: 0.0311677 | Time: 3041.39 ms [2022-04-08 13:15:17 main:574] : INFO : Epoch 1784 | loss: 0.0311689 | val_loss: 0.031172 | Time: 3333.36 ms [2022-04-08 13:15:20 main:574] : INFO : Epoch 1785 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 3124.09 ms [2022-04-08 13:15:23 main:574] : INFO : Epoch 1786 | loss: 0.0311766 | val_loss: 0.0311735 | Time: 3422.39 ms [2022-04-08 13:15:27 main:574] : INFO : Epoch 1787 | loss: 0.0311736 | val_loss: 0.0311712 | Time: 3694.48 ms [2022-04-08 13:15:30 main:574] : INFO : Epoch 1788 | loss: 0.0311727 | val_loss: 0.031173 | Time: 3157.8 ms [2022-04-08 13:15:33 main:574] : INFO : Epoch 1789 | loss: 0.0311725 | val_loss: 0.0311728 | Time: 3151.45 ms [2022-04-08 13:15:36 main:574] : INFO : Epoch 1790 | loss: 0.0311749 | val_loss: 0.0311726 | Time: 3122.95 ms [2022-04-08 13:15:40 main:574] : INFO : Epoch 1791 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 3725.93 ms [2022-04-08 13:15:44 main:574] : INFO : Epoch 1792 | loss: 0.0311719 | val_loss: 0.0311715 | Time: 3729.73 ms [2022-04-08 13:15:48 main:574] : INFO : Epoch 1793 | loss: 0.0311766 | val_loss: 0.0311805 | Time: 3740.83 ms [2022-04-08 13:15:51 main:574] : INFO : Epoch 1794 | loss: 0.0311796 | val_loss: 0.0311742 | Time: 3163.03 ms [2022-04-08 13:15:54 main:574] : INFO : Epoch 1795 | loss: 0.0311741 | val_loss: 0.0311728 | Time: 3255.32 ms [2022-04-08 13:15:57 main:574] : INFO : Epoch 1796 | loss: 0.0311728 | val_loss: 0.031174 | Time: 3405.12 ms [2022-04-08 13:16:01 main:574] : INFO : Epoch 1797 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 3474.27 ms [2022-04-08 13:16:04 main:574] : INFO : Epoch 1798 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 3595.48 ms [2022-04-08 13:16:08 main:574] : INFO : Epoch 1799 | loss: 0.0311703 | val_loss: 0.0311718 | Time: 3326.03 ms [2022-04-08 13:16:11 main:574] : INFO : Epoch 1800 | loss: 0.0311713 | val_loss: 0.0311715 | Time: 3374.57 ms [2022-04-08 13:16:14 main:574] : INFO : Epoch 1801 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 3078.65 ms [2022-04-08 13:16:18 main:574] : INFO : Epoch 1802 | loss: 0.0311702 | val_loss: 0.0311723 | Time: 3514.34 ms [2022-04-08 13:16:22 main:574] : INFO : Epoch 1803 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 4300.34 ms [2022-04-08 13:16:26 main:574] : INFO : Epoch 1804 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 3818.84 ms [2022-04-08 13:16:29 main:574] : INFO : Epoch 1805 | loss: 0.0311701 | val_loss: 0.0311725 | Time: 3337.67 ms [2022-04-08 13:16:33 main:574] : INFO : Epoch 1806 | loss: 0.0311724 | val_loss: 0.0311726 | Time: 3463.76 ms [2022-04-08 13:16:36 main:574] : INFO : Epoch 1807 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 3221.94 ms [2022-04-08 13:16:40 main:574] : INFO : Epoch 1808 | loss: 0.0311728 | val_loss: 0.0311754 | Time: 4240.32 ms [2022-04-08 13:16:44 main:574] : INFO : Epoch 1809 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 3328.34 ms [2022-04-08 13:16:47 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 3058.07 ms [2022-04-08 13:16:50 main:574] : INFO : Epoch 1811 | loss: 0.0311709 | val_loss: 0.0311702 | Time: 3268.16 ms [2022-04-08 13:16:53 main:574] : INFO : Epoch 1812 | loss: 0.0311683 | val_loss: 0.0311696 | Time: 3369.79 ms [2022-04-08 13:16:57 main:574] : INFO : Epoch 1813 | loss: 0.0311691 | val_loss: 0.031173 | Time: 3975.29 ms [2022-04-08 13:17:01 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311706 | Time: 4213.61 ms [2022-04-08 13:17:05 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 3303.08 ms [2022-04-08 13:17:08 main:574] : INFO : Epoch 1816 | loss: 0.0311683 | val_loss: 0.0311689 | Time: 3348.19 ms [2022-04-08 13:17:11 main:574] : INFO : Epoch 1817 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 3412.04 ms [2022-04-08 13:17:15 main:574] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311707 | Time: 3303.43 ms [2022-04-08 13:17:19 main:574] : INFO : Epoch 1819 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 3726.09 ms [2022-04-08 13:17:22 main:574] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 3408.27 ms [2022-04-08 13:17:25 main:574] : INFO : Epoch 1821 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 3452.91 ms [2022-04-08 13:17:29 main:574] : INFO : Epoch 1822 | loss: 0.0311668 | val_loss: 0.0311688 | Time: 3265.73 ms [2022-04-08 13:17:32 main:574] : INFO : Epoch 1823 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 3647.47 ms [2022-04-08 13:17:36 main:574] : INFO : Epoch 1824 | loss: 0.0311671 | val_loss: 0.0311686 | Time: 3929.79 ms [2022-04-08 13:17:40 main:574] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 3650.55 ms [2022-04-08 13:17:43 main:574] : INFO : Epoch 1826 | loss: 0.0311697 | val_loss: 0.0311688 | Time: 3262.51 ms [2022-04-08 13:17:46 main:574] : INFO : Epoch 1827 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 3246.63 ms [2022-04-08 13:17:50 main:574] : INFO : Epoch 1828 | loss: 0.031167 | val_loss: 0.0311683 | Time: 3504.55 ms [2022-04-08 13:17:54 main:574] : INFO : Epoch 1829 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 3820.75 ms [2022-04-08 13:17:58 main:574] : INFO : Epoch 1830 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 3876.66 ms [2022-04-08 13:18:01 main:574] : INFO : Epoch 1831 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 3500.26 ms [2022-04-08 13:18:05 main:574] : INFO : Epoch 1832 | loss: 0.031166 | val_loss: 0.0311738 | Time: 3431.2 ms [2022-04-08 13:18:08 main:574] : INFO : Epoch 1833 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 3373.83 ms [2022-04-08 13:18:11 main:574] : INFO : Epoch 1834 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 3412.06 ms [2022-04-08 13:18:15 main:574] : INFO : Epoch 1835 | loss: 0.0311664 | val_loss: 0.0311682 | Time: 3536.33 ms [2022-04-08 13:18:18 main:574] : INFO : Epoch 1836 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 3383.13 ms [2022-04-08 13:18:21 main:574] : INFO : Epoch 1837 | loss: 0.0311666 | val_loss: 0.0311685 | Time: 3104.51 ms [2022-04-08 13:18:25 main:574] : INFO : Epoch 1838 | loss: 0.031167 | val_loss: 0.0311683 | Time: 3207.31 ms [2022-04-08 13:18:28 main:574] : INFO : Epoch 1839 | loss: 0.0311678 | val_loss: 0.031171 | Time: 3622.53 ms [2022-04-08 13:18:32 main:574] : INFO : Epoch 1840 | loss: 0.0311688 | val_loss: 0.0311694 | Time: 3729.35 ms [2022-04-08 13:18:35 main:574] : INFO : Epoch 1841 | loss: 0.0311675 | val_loss: 0.031168 | Time: 3528.75 ms [2022-04-08 13:18:39 main:574] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.0311688 | Time: 3114.23 ms [2022-04-08 13:18:42 main:574] : INFO : Epoch 1843 | loss: 0.0311654 | val_loss: 0.0311683 | Time: 3150.7 ms [2022-04-08 13:18:45 main:574] : INFO : Epoch 1844 | loss: 0.0311676 | val_loss: 0.0311681 | Time: 3468.97 ms [2022-04-08 13:18:49 main:574] : INFO : Epoch 1845 | loss: 0.0311669 | val_loss: 0.0311679 | Time: 3902.98 ms [2022-04-08 13:18:53 main:574] : INFO : Epoch 1846 | loss: 0.0311686 | val_loss: 0.0311688 | Time: 4153.43 ms [2022-04-08 13:18:57 main:574] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311671 | Time: 3460.91 ms [2022-04-08 13:19:00 main:574] : INFO : Epoch 1848 | loss: 0.0311662 | val_loss: 0.0311663 | Time: 3105.65 ms [2022-04-08 13:19:03 main:574] : INFO : Epoch 1849 | loss: 0.0311653 | val_loss: 0.0311667 | Time: 3162.06 ms [2022-04-08 13:19:06 main:574] : INFO : Epoch 1850 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 3495.83 ms [2022-04-08 13:19:10 main:574] : INFO : Epoch 1851 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 3423.38 ms [2022-04-08 13:19:13 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311671 | Time: 3319.98 ms [2022-04-08 13:19:16 main:574] : INFO : Epoch 1853 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 3127.03 ms [2022-04-08 13:19:20 main:574] : INFO : Epoch 1854 | loss: 0.0311645 | val_loss: 0.0311687 | Time: 3198.78 ms [2022-04-08 13:19:23 main:574] : INFO : Epoch 1855 | loss: 0.0311647 | val_loss: 0.0311687 | Time: 3197.51 ms [2022-04-08 13:19:27 main:574] : INFO : Epoch 1856 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 3822.35 ms [2022-04-08 13:19:30 main:574] : INFO : Epoch 1857 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 3541.01 ms [2022-04-08 13:19:34 main:574] : INFO : Epoch 1858 | loss: 0.031166 | val_loss: 0.0311688 | Time: 3425.81 ms [2022-04-08 13:19:37 main:574] : INFO : Epoch 1859 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 3141.89 ms [2022-04-08 13:19:40 main:574] : INFO : Epoch 1860 | loss: 0.0311656 | val_loss: 0.0311673 | Time: 3230.42 ms [2022-04-08 13:19:43 main:574] : INFO : Epoch 1861 | loss: 0.0311642 | val_loss: 0.0311667 | Time: 3349.46 ms [2022-04-08 13:19:47 main:574] : INFO : Epoch 1862 | loss: 0.0311651 | val_loss: 0.0311666 | Time: 3391.73 ms [2022-04-08 13:19:50 main:574] : INFO : Epoch 1863 | loss: 0.0311653 | val_loss: 0.0311673 | Time: 3740.53 ms [2022-04-08 13:19:54 main:574] : INFO : Epoch 1864 | loss: 0.0311653 | val_loss: 0.0311678 | Time: 3202.48 ms [2022-04-08 13:19:57 main:574] : INFO : Epoch 1865 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 3146.19 ms [2022-04-08 13:20:00 main:574] : INFO : Epoch 1866 | loss: 0.0311652 | val_loss: 0.0311668 | Time: 3166.53 ms [2022-04-08 13:20:03 main:574] : INFO : Epoch 1867 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 3407.73 ms [2022-04-08 13:20:07 main:574] : INFO : Epoch 1868 | loss: 0.0311678 | val_loss: 0.0311671 | Time: 3627.96 ms [2022-04-08 13:20:11 main:574] : INFO : Epoch 1869 | loss: 0.0311652 | val_loss: 0.0311665 | Time: 3735.53 ms [2022-04-08 13:20:14 main:574] : INFO : Epoch 1870 | loss: 0.0311645 | val_loss: 0.0311666 | Time: 3160.13 ms [2022-04-08 13:20:17 main:574] : INFO : Epoch 1871 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 3244.07 ms [2022-04-08 13:20:20 main:574] : INFO : Epoch 1872 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 3233.51 ms [2022-04-08 13:20:24 main:574] : INFO : Epoch 1873 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 3579.97 ms [2022-04-08 13:20:27 main:574] : INFO : Epoch 1874 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 3536.46 ms [2022-04-08 13:20:31 main:574] : INFO : Epoch 1875 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 3188.57 ms [2022-04-08 13:20:34 main:574] : INFO : Epoch 1876 | loss: 0.0311637 | val_loss: 0.0311707 | Time: 3199.35 ms [2022-04-08 13:20:37 main:574] : INFO : Epoch 1877 | loss: 0.0311642 | val_loss: 0.0311665 | Time: 3489.87 ms [2022-04-08 13:20:41 main:574] : INFO : Epoch 1878 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 3657.01 ms [2022-04-08 13:20:45 main:574] : INFO : Epoch 1879 | loss: 0.031168 | val_loss: 0.0311699 | Time: 3773.18 ms [2022-04-08 13:20:48 main:574] : INFO : Epoch 1880 | loss: 0.031169 | val_loss: 0.0311689 | Time: 3396.89 ms [2022-04-08 13:20:51 main:574] : INFO : Epoch 1881 | loss: 0.0311685 | val_loss: 0.0311687 | Time: 3166.74 ms [2022-04-08 13:20:55 main:574] : INFO : Epoch 1882 | loss: 0.0311677 | val_loss: 0.0311692 | Time: 3165.23 ms [2022-04-08 13:20:58 main:574] : INFO : Epoch 1883 | loss: 0.0311674 | val_loss: 0.031171 | Time: 3661.28 ms [2022-04-08 13:21:02 main:574] : INFO : Epoch 1884 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 4154.07 ms [2022-04-08 13:21:06 main:574] : INFO : Epoch 1885 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 3709.76 ms [2022-04-08 13:21:09 main:574] : INFO : Epoch 1886 | loss: 0.0311658 | val_loss: 0.0311672 | Time: 3158.92 ms [2022-04-08 13:21:12 main:574] : INFO : Epoch 1887 | loss: 0.0311658 | val_loss: 0.031168 | Time: 3186.92 ms [2022-04-08 13:21:16 main:574] : INFO : Epoch 1888 | loss: 0.0311655 | val_loss: 0.0311681 | Time: 3319.55 ms [2022-04-08 13:21:20 main:574] : INFO : Epoch 1889 | loss: 0.0311646 | val_loss: 0.0311658 | Time: 3869.44 ms [2022-04-08 13:21:23 main:574] : INFO : Epoch 1890 | loss: 0.031165 | val_loss: 0.0311695 | Time: 3755.99 ms [2022-04-08 13:21:27 main:574] : INFO : Epoch 1891 | loss: 0.031166 | val_loss: 0.0311678 | Time: 3652.41 ms [2022-04-08 13:21:30 main:574] : INFO : Epoch 1892 | loss: 0.0311647 | val_loss: 0.0311682 | Time: 3220.92 ms [2022-04-08 13:21:33 main:574] : INFO : Epoch 1893 | loss: 0.0311641 | val_loss: 0.031167 | Time: 3111.17 ms [2022-04-08 13:21:37 main:574] : INFO : Epoch 1894 | loss: 0.031164 | val_loss: 0.0311682 | Time: 3479.64 ms [2022-04-08 13:21:40 main:574] : INFO : Epoch 1895 | loss: 0.0311638 | val_loss: 0.031168 | Time: 3445 ms [2022-04-08 13:21:44 main:574] : INFO : Epoch 1896 | loss: 0.0311657 | val_loss: 0.0311684 | Time: 3579.94 ms [2022-04-08 13:21:47 main:574] : INFO : Epoch 1897 | loss: 0.0311644 | val_loss: 0.0311678 | Time: 3185.36 ms [2022-04-08 13:21:50 main:574] : INFO : Epoch 1898 | loss: 0.0311628 | val_loss: 0.031166 | Time: 3145.92 ms [2022-04-08 13:21:53 main:574] : INFO : Epoch 1899 | loss: 0.0311631 | val_loss: 0.0311656 | Time: 3300.33 ms [2022-04-08 13:21:58 main:574] : INFO : Epoch 1900 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 4029.87 ms [2022-04-08 13:22:01 main:574] : INFO : Epoch 1901 | loss: 0.0311627 | val_loss: 0.0311657 | Time: 3612.14 ms [2022-04-08 13:22:05 main:574] : INFO : Epoch 1902 | loss: 0.0311651 | val_loss: 0.0311684 | Time: 3542.29 ms [2022-04-08 13:22:08 main:574] : INFO : Epoch 1903 | loss: 0.031167 | val_loss: 0.031167 | Time: 3158.07 ms [2022-04-08 13:22:11 main:574] : INFO : Epoch 1904 | loss: 0.0311705 | val_loss: 0.0311699 | Time: 3219.67 ms [2022-04-08 13:22:14 main:574] : INFO : Epoch 1905 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 3246.72 ms [2022-04-08 13:22:18 main:574] : INFO : Epoch 1906 | loss: 0.031168 | val_loss: 0.0311673 | Time: 3403.39 ms [2022-04-08 13:22:21 main:574] : INFO : Epoch 1907 | loss: 0.0311684 | val_loss: 0.0311671 | Time: 3276.27 ms [2022-04-08 13:22:24 main:574] : INFO : Epoch 1908 | loss: 0.0311667 | val_loss: 0.0311673 | Time: 3246.03 ms [2022-04-08 13:22:27 main:574] : INFO : Epoch 1909 | loss: 0.0311659 | val_loss: 0.0311655 | Time: 3163.76 ms [2022-04-08 13:22:31 main:574] : INFO : Epoch 1910 | loss: 0.0311655 | val_loss: 0.0311664 | Time: 3311.68 ms [2022-04-08 13:22:35 main:574] : INFO : Epoch 1911 | loss: 0.0311653 | val_loss: 0.0311665 | Time: 3881.85 ms [2022-04-08 13:22:38 main:574] : INFO : Epoch 1912 | loss: 0.0311658 | val_loss: 0.0311681 | Time: 3721.41 ms [2022-04-08 13:22:42 main:574] : INFO : Epoch 1913 | loss: 0.0311645 | val_loss: 0.0311659 | Time: 3409.87 ms [2022-04-08 13:22:45 main:574] : INFO : Epoch 1914 | loss: 0.031164 | val_loss: 0.0311651 | Time: 3272.17 ms [2022-04-08 13:22:48 main:574] : INFO : Epoch 1915 | loss: 0.0311645 | val_loss: 0.0311689 | Time: 3236.13 ms [2022-04-08 13:22:52 main:574] : INFO : Epoch 1916 | loss: 0.0311645 | val_loss: 0.0311649 | Time: 3690.48 ms [2022-04-08 13:22:55 main:574] : INFO : Epoch 1917 | loss: 0.0311631 | val_loss: 0.0311646 | Time: 3550.13 ms [2022-04-08 13:22:59 main:574] : INFO : Epoch 1918 | loss: 0.0311655 | val_loss: 0.0311693 | Time: 3567.22 ms [2022-04-08 13:23:02 main:574] : INFO : Epoch 1919 | loss: 0.031165 | val_loss: 0.0311676 | Time: 3185.95 ms [2022-04-08 13:23:06 main:574] : INFO : Epoch 1920 | loss: 0.031165 | val_loss: 0.031164 | Time: 3282.95 ms [2022-04-08 13:23:09 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.0311656 | Time: 3274.16 ms [2022-04-08 13:23:13 main:574] : INFO : Epoch 1922 | loss: 0.0311629 | val_loss: 0.0311644 | Time: 3924.14 ms [2022-04-08 13:23:16 main:574] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311646 | Time: 3739.58 ms [2022-04-08 13:23:20 main:574] : INFO : Epoch 1924 | loss: 0.0311622 | val_loss: 0.0311642 | Time: 3556.58 ms [2022-04-08 13:23:23 main:574] : INFO : Epoch 1925 | loss: 0.0311628 | val_loss: 0.0311657 | Time: 3204.12 ms [2022-04-08 13:23:26 main:574] : INFO : Epoch 1926 | loss: 0.0311627 | val_loss: 0.0311664 | Time: 3198.7 ms [2022-04-08 13:23:30 main:574] : INFO : Epoch 1927 | loss: 0.0311645 | val_loss: 0.0311667 | Time: 3849.29 ms [2022-04-08 13:23:34 main:574] : INFO : Epoch 1928 | loss: 0.03117 | val_loss: 0.0311768 | Time: 3703.48 ms [2022-04-08 13:23:38 main:574] : INFO : Epoch 1929 | loss: 0.0311796 | val_loss: 0.0311826 | Time: 3607.37 ms [2022-04-08 13:23:41 main:574] : INFO : Epoch 1930 | loss: 0.0311809 | val_loss: 0.0311786 | Time: 3180.24 ms [2022-04-08 13:23:44 main:574] : INFO : Epoch 1931 | loss: 0.0311785 | val_loss: 0.0311842 | Time: 3149.6 ms [2022-04-08 13:23:47 main:574] : INFO : Epoch 1932 | loss: 0.0311774 | val_loss: 0.0311745 | Time: 3281.48 ms [2022-04-08 13:23:51 main:574] : INFO : Epoch 1933 | loss: 0.0311722 | val_loss: 0.0311716 | Time: 3955.76 ms [2022-04-08 13:23:55 main:574] : INFO : Epoch 1934 | loss: 0.0311718 | val_loss: 0.03117 | Time: 3829.41 ms [2022-04-08 13:23:59 main:574] : INFO : Epoch 1935 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 3549.03 ms [2022-04-08 13:24:02 main:574] : INFO : Epoch 1936 | loss: 0.0311695 | val_loss: 0.0311691 | Time: 3214.69 ms [2022-04-08 13:24:05 main:574] : INFO : Epoch 1937 | loss: 0.0311678 | val_loss: 0.0311696 | Time: 3387.13 ms [2022-04-08 13:24:09 main:574] : INFO : Epoch 1938 | loss: 0.0311679 | val_loss: 0.031168 | Time: 4064.41 ms [2022-04-08 13:24:13 main:574] : INFO : Epoch 1939 | loss: 0.0311673 | val_loss: 0.0311681 | Time: 4039.51 ms [2022-04-08 13:24:17 main:574] : INFO : Epoch 1940 | loss: 0.0311669 | val_loss: 0.0311675 | Time: 3542.95 ms [2022-04-08 13:24:20 main:574] : INFO : Epoch 1941 | loss: 0.0311651 | val_loss: 0.0311687 | Time: 3286.38 ms [2022-04-08 13:24:23 main:574] : INFO : Epoch 1942 | loss: 0.0311645 | val_loss: 0.0311666 | Time: 3203.52 ms [2022-04-08 13:24:27 main:574] : INFO : Epoch 1943 | loss: 0.031164 | val_loss: 0.0311676 | Time: 3598.38 ms [2022-04-08 13:24:30 main:574] : INFO : Epoch 1944 | loss: 0.0311693 | val_loss: 0.0311671 | Time: 3305.88 ms [2022-04-08 13:24:34 main:574] : INFO : Epoch 1945 | loss: 0.0311664 | val_loss: 0.0311667 | Time: 4257.59 ms [2022-04-08 13:24:39 main:574] : INFO : Epoch 1946 | loss: 0.0311637 | val_loss: 0.0311669 | Time: 4070.63 ms [2022-04-08 13:24:42 main:574] : INFO : Epoch 1947 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 3432.45 ms [2022-04-08 13:24:45 main:574] : INFO : Epoch 1948 | loss: 0.0311657 | val_loss: 0.0311674 | Time: 3203.12 ms [2022-04-08 13:24:49 main:574] : INFO : Epoch 1949 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 4017.1 ms [2022-04-08 13:24:53 main:574] : INFO : Epoch 1950 | loss: 0.031164 | val_loss: 0.031168 | Time: 3866.47 ms [2022-04-08 13:24:57 main:574] : INFO : Epoch 1951 | loss: 0.0311631 | val_loss: 0.0311674 | Time: 3660.07 ms [2022-04-08 13:25:00 main:574] : INFO : Epoch 1952 | loss: 0.031164 | val_loss: 0.0311662 | Time: 3591.13 ms [2022-04-08 13:25:04 main:574] : INFO : Epoch 1953 | loss: 0.0311635 | val_loss: 0.0311679 | Time: 3443.97 ms [2022-04-08 13:25:07 main:574] : INFO : Epoch 1954 | loss: 0.0311648 | val_loss: 0.0311695 | Time: 3092.67 ms [2022-04-08 13:25:10 main:574] : INFO : Epoch 1955 | loss: 0.0311669 | val_loss: 0.0311684 | Time: 3006.22 ms [2022-04-08 13:25:13 main:574] : INFO : Epoch 1956 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 2980.71 ms [2022-04-08 13:25:17 main:574] : INFO : Epoch 1957 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 3885.67 ms [2022-04-08 13:25:20 main:574] : INFO : Epoch 1958 | loss: 0.0311639 | val_loss: 0.0311686 | Time: 3362.57 ms [2022-04-08 13:25:23 main:574] : INFO : Epoch 1959 | loss: 0.031164 | val_loss: 0.031167 | Time: 3124.93 ms [2022-04-08 13:25:27 main:574] : INFO : Epoch 1960 | loss: 0.0311646 | val_loss: 0.0311659 | Time: 3598.67 ms [2022-04-08 13:25:31 main:574] : INFO : Epoch 1961 | loss: 0.031163 | val_loss: 0.0311676 | Time: 3706.75 ms [2022-04-08 13:25:34 main:574] : INFO : Epoch 1962 | loss: 0.0311631 | val_loss: 0.0311679 | Time: 3873.09 ms [2022-04-08 13:25:38 main:574] : INFO : Epoch 1963 | loss: 0.0311639 | val_loss: 0.0311691 | Time: 3509.38 ms [2022-04-08 13:25:41 main:574] : INFO : Epoch 1964 | loss: 0.0311662 | val_loss: 0.0311665 | Time: 3091.18 ms [2022-04-08 13:25:45 main:574] : INFO : Epoch 1965 | loss: 0.0311628 | val_loss: 0.031168 | Time: 3624.93 ms [2022-04-08 13:25:49 main:574] : INFO : Epoch 1966 | loss: 0.0311624 | val_loss: 0.0311658 | Time: 3984.61 ms [2022-04-08 13:25:53 main:574] : INFO : Epoch 1967 | loss: 0.0311626 | val_loss: 0.0311694 | Time: 3970.14 ms [2022-04-08 13:25:56 main:574] : INFO : Epoch 1968 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 2990.67 ms [2022-04-08 13:25:59 main:574] : INFO : Epoch 1969 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 3293.84 ms [2022-04-08 13:26:02 main:574] : INFO : Epoch 1970 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 3294.92 ms [2022-04-08 13:26:06 main:574] : INFO : Epoch 1971 | loss: 0.0311687 | val_loss: 0.0311661 | Time: 3362.14 ms [2022-04-08 13:26:10 main:574] : INFO : Epoch 1972 | loss: 0.0311669 | val_loss: 0.0311675 | Time: 4265.26 ms [2022-04-08 13:26:14 main:574] : INFO : Epoch 1973 | loss: 0.0311651 | val_loss: 0.0311668 | Time: 3812.67 ms [2022-04-08 13:26:17 main:574] : INFO : Epoch 1974 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 3209.47 ms [2022-04-08 13:26:20 main:574] : INFO : Epoch 1975 | loss: 0.0311646 | val_loss: 0.0311668 | Time: 3011.89 ms [2022-04-08 13:26:23 main:574] : INFO : Epoch 1976 | loss: 0.0311645 | val_loss: 0.0311658 | Time: 3522.1 ms [2022-04-08 13:26:27 main:574] : INFO : Epoch 1977 | loss: 0.0311643 | val_loss: 0.0311668 | Time: 3299.52 ms [2022-04-08 13:26:31 main:574] : INFO : Epoch 1978 | loss: 0.0311637 | val_loss: 0.0311657 | Time: 3985.9 ms [2022-04-08 13:26:35 main:574] : INFO : Epoch 1979 | loss: 0.0311633 | val_loss: 0.0311669 | Time: 4701.13 ms [2022-04-08 13:26:39 main:574] : INFO : Epoch 1980 | loss: 0.0311637 | val_loss: 0.0311655 | Time: 3435.38 ms [2022-04-08 13:26:42 main:574] : INFO : Epoch 1981 | loss: 0.0311625 | val_loss: 0.0311668 | Time: 2967.41 ms [2022-04-08 13:26:45 main:574] : INFO : Epoch 1982 | loss: 0.0311619 | val_loss: 0.0311662 | Time: 2965.39 ms [2022-04-08 13:26:49 main:574] : INFO : Epoch 1983 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 3799.46 ms [2022-04-08 13:26:52 main:574] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.0311674 | Time: 3530 ms [2022-04-08 13:26:55 main:574] : INFO : Epoch 1985 | loss: 0.0311641 | val_loss: 0.0311679 | Time: 3230.36 ms [2022-04-08 13:26:59 main:574] : INFO : Epoch 1986 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 3358.19 ms [2022-04-08 13:27:02 main:574] : INFO : Epoch 1987 | loss: 0.0311621 | val_loss: 0.0311668 | Time: 3216.4 ms [2022-04-08 13:27:05 main:574] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.0311709 | Time: 3167.42 ms [2022-04-08 13:27:09 main:574] : INFO : Epoch 1989 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 3611.76 ms [2022-04-08 13:27:13 main:574] : INFO : Epoch 1990 | loss: 0.0311672 | val_loss: 0.0311682 | Time: 3997.92 ms [2022-04-08 13:27:16 main:574] : INFO : Epoch 1991 | loss: 0.0311655 | val_loss: 0.0311674 | Time: 3414.82 ms [2022-04-08 13:27:19 main:574] : INFO : Epoch 1992 | loss: 0.0311635 | val_loss: 0.0311658 | Time: 3136.17 ms [2022-04-08 13:27:22 main:574] : INFO : Epoch 1993 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 3025.11 ms [2022-04-08 13:27:26 main:574] : INFO : Epoch 1994 | loss: 0.0311631 | val_loss: 0.0311664 | Time: 3669.06 ms [2022-04-08 13:27:30 main:574] : INFO : Epoch 1995 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 4137.19 ms [2022-04-08 13:27:34 main:574] : INFO : Epoch 1996 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 4088.44 ms [2022-04-08 13:27:38 main:574] : INFO : Epoch 1997 | loss: 0.0311636 | val_loss: 0.0311662 | Time: 3390.01 ms [2022-04-08 13:27:41 main:574] : INFO : Epoch 1998 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 3297.24 ms [2022-04-08 13:27:44 main:574] : INFO : Epoch 1999 | loss: 0.031162 | val_loss: 0.0311666 | Time: 3171.46 ms [2022-04-08 13:27:48 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.0311652 | Time: 3696.34 ms [2022-04-08 13:27:52 main:574] : INFO : Epoch 2001 | loss: 0.0311608 | val_loss: 0.0311658 | Time: 4103.51 ms [2022-04-08 13:27:55 main:574] : INFO : Epoch 2002 | loss: 0.0311609 | val_loss: 0.0311662 | Time: 3551.12 ms [2022-04-08 13:27:59 main:574] : INFO : Epoch 2003 | loss: 0.0311604 | val_loss: 0.031167 | Time: 3411.37 ms [2022-04-08 13:28:02 main:574] : INFO : Epoch 2004 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 2903.77 ms [2022-04-08 13:28:05 main:574] : INFO : Epoch 2005 | loss: 0.0311618 | val_loss: 0.031168 | Time: 3480.12 ms [2022-04-08 13:28:09 main:574] : INFO : Epoch 2006 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 3512.34 ms [2022-04-08 13:28:12 main:574] : INFO : Epoch 2007 | loss: 0.0311608 | val_loss: 0.0311661 | Time: 3699.39 ms [2022-04-08 13:28:16 main:574] : INFO : Epoch 2008 | loss: 0.0311612 | val_loss: 0.0311659 | Time: 3293.45 ms [2022-04-08 13:28:19 main:574] : INFO : Epoch 2009 | loss: 0.0311609 | val_loss: 0.0311664 | Time: 3310.26 ms [2022-04-08 13:28:22 main:574] : INFO : Epoch 2010 | loss: 0.0311636 | val_loss: 0.0311669 | Time: 3022.42 ms [2022-04-08 13:28:26 main:574] : INFO : Epoch 2011 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 3985.23 ms [2022-04-08 13:28:30 main:574] : INFO : Epoch 2012 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 4214.94 ms [2022-04-08 13:28:34 main:574] : INFO : Epoch 2013 | loss: 0.0311601 | val_loss: 0.0311663 | Time: 4258.91 ms [2022-04-08 13:28:38 main:574] : INFO : Epoch 2014 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 3419.92 ms [2022-04-08 13:28:41 main:574] : INFO : Epoch 2015 | loss: 0.0311615 | val_loss: 0.0311659 | Time: 2956.69 ms [2022-04-08 13:28:45 main:574] : INFO : Epoch 2016 | loss: 0.03116 | val_loss: 0.0311654 | Time: 4047.95 ms [2022-04-08 13:28:49 main:574] : INFO : Epoch 2017 | loss: 0.03116 | val_loss: 0.0311646 | Time: 3812.31 ms [2022-04-08 13:28:53 main:574] : INFO : Epoch 2018 | loss: 0.0311599 | val_loss: 0.0311642 | Time: 3867.88 ms [2022-04-08 13:28:56 main:574] : INFO : Epoch 2019 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 2962.52 ms [2022-04-08 13:28:59 main:574] : INFO : Epoch 2020 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 3316.56 ms [2022-04-08 13:29:03 main:574] : INFO : Epoch 2021 | loss: 0.0311621 | val_loss: 0.0311662 | Time: 3835.82 ms [2022-04-08 13:29:06 main:574] : INFO : Epoch 2022 | loss: 0.031162 | val_loss: 0.0311666 | Time: 3684.75 ms [2022-04-08 13:29:11 main:574] : INFO : Epoch 2023 | loss: 0.0311594 | val_loss: 0.0311663 | Time: 4365.75 ms [2022-04-08 13:29:14 main:574] : INFO : Epoch 2024 | loss: 0.0311598 | val_loss: 0.0311645 | Time: 3534.4 ms [2022-04-08 13:29:17 main:574] : INFO : Epoch 2025 | loss: 0.03116 | val_loss: 0.031164 | Time: 3105.39 ms [2022-04-08 13:29:21 main:574] : INFO : Epoch 2026 | loss: 0.0311594 | val_loss: 0.0311643 | Time: 3253.79 ms [2022-04-08 13:29:24 main:574] : INFO : Epoch 2027 | loss: 0.0311597 | val_loss: 0.0311642 | Time: 3510.92 ms [2022-04-08 13:29:28 main:574] : INFO : Epoch 2028 | loss: 0.0311601 | val_loss: 0.0311651 | Time: 3857.26 ms [2022-04-08 13:29:33 main:574] : INFO : Epoch 2029 | loss: 0.0311611 | val_loss: 0.0311646 | Time: 4483.11 ms [2022-04-08 13:29:36 main:574] : INFO : Epoch 2030 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 3347.73 ms [2022-04-08 13:29:39 main:574] : INFO : Epoch 2031 | loss: 0.0311617 | val_loss: 0.0311648 | Time: 3380.61 ms [2022-04-08 13:29:43 main:574] : INFO : Epoch 2032 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 3479.95 ms [2022-04-08 13:29:47 main:574] : INFO : Epoch 2033 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 4278.51 ms [2022-04-08 13:29:52 main:574] : INFO : Epoch 2034 | loss: 0.0311617 | val_loss: 0.0311665 | Time: 4550.87 ms [2022-04-08 13:29:55 main:574] : INFO : Epoch 2035 | loss: 0.0311623 | val_loss: 0.0311661 | Time: 3777.75 ms [2022-04-08 13:29:59 main:574] : INFO : Epoch 2036 | loss: 0.0311638 | val_loss: 0.0311669 | Time: 3424.14 ms [2022-04-08 13:30:02 main:574] : INFO : Epoch 2037 | loss: 0.0311626 | val_loss: 0.0311651 | Time: 3068.2 ms [2022-04-08 13:30:06 main:574] : INFO : Epoch 2038 | loss: 0.0311611 | val_loss: 0.0311663 | Time: 3947.51 ms [2022-04-08 13:30:10 main:574] : INFO : Epoch 2039 | loss: 0.0311605 | val_loss: 0.0311651 | Time: 3877.98 ms [2022-04-08 13:30:14 main:574] : INFO : Epoch 2040 | loss: 0.0311616 | val_loss: 0.0311652 | Time: 4605.13 ms [2022-04-08 13:30:18 main:574] : INFO : Epoch 2041 | loss: 0.0311612 | val_loss: 0.0311647 | Time: 3485.71 ms [2022-04-08 13:30:21 main:574] : INFO : Epoch 2042 | loss: 0.0311605 | val_loss: 0.0311638 | Time: 3388.05 ms [2022-04-08 13:30:25 main:574] : INFO : Epoch 2043 | loss: 0.0311621 | val_loss: 0.0311658 | Time: 3603.86 ms [2022-04-08 13:30:28 main:574] : INFO : Epoch 2044 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 3373.71 ms [2022-04-08 13:30:32 main:574] : INFO : Epoch 2045 | loss: 0.031162 | val_loss: 0.0311694 | Time: 4350.95 ms [2022-04-08 13:30:37 main:574] : INFO : Epoch 2046 | loss: 0.031162 | val_loss: 0.0311666 | Time: 4084.51 ms [2022-04-08 13:30:40 main:574] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311681 | Time: 3320.14 ms [2022-04-08 13:30:43 main:574] : INFO : Epoch 2048 | loss: 0.031162 | val_loss: 0.031165 | Time: 3028.55 ms [2022-04-08 13:30:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165 [2022-04-08 13:30:43 main:603] : INFO : Saving end state to config to file [2022-04-08 13:30:43 main:608] : INFO : Success, exiting.. 13:30:43 (13532): 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)