Task 13310608
| Name | ParityModified-1645997417-32299-2-0_0 |
| Workunit | 10424756 |
| Created | 17 Mar 2022, 5:53:17 UTC |
| Sent | 22 Mar 2022, 20:13:21 UTC |
| Report deadline | 30 Mar 2022, 20:13:21 UTC |
| Received | 24 Mar 2022, 18:33:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 2 hours 36 min 18 sec |
| CPU time | 2 hours 25 min 58 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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: 0.0311749 | val_loss: 0.031179 | Time: 3965.34 ms [2022-03-24 17:55:50 main:574] : INFO : Epoch 1543 | loss: 0.0311761 | val_loss: 0.0311804 | Time: 4101.62 ms [2022-03-24 17:55:54 main:574] : INFO : Epoch 1544 | loss: 0.0311769 | val_loss: 0.0311834 | Time: 3953.38 ms [2022-03-24 17:55:57 main:574] : INFO : Epoch 1545 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 3917.27 ms [2022-03-24 17:56:01 main:574] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311852 | Time: 3943.43 ms [2022-03-24 17:56:05 main:574] : INFO : Epoch 1547 | loss: 0.0311748 | val_loss: 0.0311805 | Time: 3894.48 ms [2022-03-24 17:56:09 main:574] : INFO : Epoch 1548 | loss: 0.0311743 | val_loss: 0.0311848 | Time: 3997.22 ms [2022-03-24 17:56:13 main:574] : INFO : Epoch 1549 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 3939.86 ms [2022-03-24 17:56:17 main:574] : INFO : Epoch 1550 | loss: 0.0311723 | val_loss: 0.0311805 | Time: 3945.88 ms [2022-03-24 17:56:21 main:574] : INFO : Epoch 1551 | loss: 0.0311727 | val_loss: 0.0311815 | Time: 3913.36 ms [2022-03-24 17:56:25 main:574] : INFO : Epoch 1552 | loss: 0.0311748 | val_loss: 0.031181 | Time: 3916.68 ms [2022-03-24 17:56:29 main:574] : INFO : Epoch 1553 | loss: 0.0311734 | val_loss: 0.0311798 | Time: 3883.49 ms [2022-03-24 17:56:33 main:574] : INFO : Epoch 1554 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 4001.58 ms [2022-03-24 17:56:37 main:574] : INFO : Epoch 1555 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 3947.6 ms [2022-03-24 17:56:41 main:574] : INFO : Epoch 1556 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 3899.47 ms [2022-03-24 17:56:45 main:574] : INFO : Epoch 1557 | loss: 0.0311789 | val_loss: 0.0311799 | Time: 3946.06 ms [2022-03-24 17:56:49 main:574] : INFO : Epoch 1558 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 3936.08 ms [2022-03-24 17:56:53 main:574] : INFO : Epoch 1559 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 3946.72 ms [2022-03-24 17:56:57 main:574] : INFO : Epoch 1560 | loss: 0.0311766 | val_loss: 0.0311865 | Time: 3940.9 ms [2022-03-24 17:57:01 main:574] : INFO : Epoch 1561 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 3979.64 ms [2022-03-24 17:57:05 main:574] : INFO : Epoch 1562 | loss: 0.0311762 | val_loss: 0.0311806 | Time: 3928.57 ms [2022-03-24 17:57:09 main:574] : INFO : Epoch 1563 | loss: 0.0311747 | val_loss: 0.0311786 | Time: 4009.64 ms [2022-03-24 17:57:13 main:574] : INFO : Epoch 1564 | loss: 0.0311752 | val_loss: 0.0311786 | Time: 3917.65 ms [2022-03-24 17:57:16 main:574] : INFO : Epoch 1565 | loss: 0.0311765 | val_loss: 0.0311775 | Time: 3918.14 ms [2022-03-24 17:57:20 main:574] : INFO : Epoch 1566 | loss: 0.0311744 | val_loss: 0.0311773 | Time: 3999.47 ms [2022-03-24 17:57:24 main:574] : INFO : Epoch 1567 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 3909.32 ms [2022-03-24 17:57:28 main:574] : INFO : Epoch 1568 | loss: 0.031174 | val_loss: 0.0311783 | Time: 3901.45 ms [2022-03-24 17:57:32 main:574] : INFO : Epoch 1569 | loss: 0.0311723 | val_loss: 0.0311772 | Time: 3978.93 ms [2022-03-24 17:57:36 main:574] : INFO : Epoch 1570 | loss: 0.0311726 | val_loss: 0.0311794 | Time: 3937.03 ms [2022-03-24 17:57:40 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311776 | Time: 4089.1 ms [2022-03-24 17:57:44 main:574] : INFO : Epoch 1572 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 3913.12 ms [2022-03-24 17:57:48 main:574] : INFO : Epoch 1573 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 3902.61 ms [2022-03-24 17:57:52 main:574] : INFO : Epoch 1574 | loss: 0.031172 | val_loss: 0.0311764 | Time: 3932.49 ms [2022-03-24 17:57:56 main:574] : INFO : Epoch 1575 | loss: 0.0311713 | val_loss: 0.0311773 | Time: 3918.78 ms [2022-03-24 17:58:00 main:574] : INFO : Epoch 1576 | loss: 0.0311719 | val_loss: 0.0311782 | Time: 3903.75 ms [2022-03-24 17:58:04 main:574] : INFO : Epoch 1577 | loss: 0.0311699 | val_loss: 0.0311785 | Time: 3950.4 ms [2022-03-24 17:58:08 main:574] : INFO : Epoch 1578 | loss: 0.0311716 | val_loss: 0.0311768 | Time: 3941.24 ms [2022-03-24 17:58:12 main:574] : INFO : Epoch 1579 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 4031.04 ms [2022-03-24 17:58:16 main:574] : INFO : Epoch 1580 | loss: 0.0311704 | val_loss: 0.0311794 | Time: 3949.01 ms [2022-03-24 17:58:20 main:574] : INFO : Epoch 1581 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 3914.85 ms [2022-03-24 17:58:24 main:574] : INFO : Epoch 1582 | loss: 0.0311712 | val_loss: 0.031181 | Time: 4009.16 ms [2022-03-24 17:58:28 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311777 | Time: 3867.69 ms [2022-03-24 17:58:32 main:574] : INFO : Epoch 1584 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 3952.01 ms [2022-03-24 17:58:36 main:574] : INFO : Epoch 1585 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 3959.76 ms [2022-03-24 17:58:40 main:574] : INFO : Epoch 1586 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 4001.44 ms [2022-03-24 17:58:44 main:574] : INFO : Epoch 1587 | loss: 0.0311691 | val_loss: 0.0311772 | Time: 3983.96 ms [2022-03-24 17:58:48 main:574] : INFO : Epoch 1588 | loss: 0.0311696 | val_loss: 0.0311802 | Time: 3960.08 ms [2022-03-24 17:58:52 main:574] : INFO : Epoch 1589 | loss: 0.0311699 | val_loss: 0.0311805 | Time: 3924.02 ms [2022-03-24 17:58:56 main:574] : INFO : Epoch 1590 | loss: 0.031172 | val_loss: 0.0311817 | Time: 3962.1 ms [2022-03-24 17:59:00 main:574] : INFO : Epoch 1591 | loss: 0.031169 | val_loss: 0.0311778 | Time: 3960.52 ms [2022-03-24 17:59:03 main:574] : INFO : Epoch 1592 | loss: 0.0311713 | val_loss: 0.0311814 | Time: 3956.49 ms [2022-03-24 17:59:07 main:574] : INFO : Epoch 1593 | loss: 0.0311692 | val_loss: 0.0311786 | Time: 3920.49 ms [2022-03-24 17:59:11 main:574] : INFO : Epoch 1594 | loss: 0.0311692 | val_loss: 0.0311788 | Time: 3959.95 ms [2022-03-24 17:59:15 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311781 | Time: 3884.96 ms [2022-03-24 17:59:19 main:574] : INFO : Epoch 1596 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 3945.57 ms [2022-03-24 17:59:23 main:574] : INFO : Epoch 1597 | loss: 0.0311669 | val_loss: 0.0311794 | Time: 3941.05 ms [2022-03-24 17:59:27 main:574] : INFO : Epoch 1598 | loss: 0.0311676 | val_loss: 0.0311762 | Time: 3961.2 ms [2022-03-24 17:59:31 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311787 | Time: 3923.31 ms [2022-03-24 17:59:35 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.0311823 | Time: 3937.8 ms [2022-03-24 17:59:39 main:574] : INFO : Epoch 1601 | loss: 0.0311697 | val_loss: 0.0311778 | Time: 3958.03 ms [2022-03-24 17:59:43 main:574] : INFO : Epoch 1602 | loss: 0.0311686 | val_loss: 0.0311765 | Time: 3964.9 ms [2022-03-24 17:59:47 main:574] : INFO : Epoch 1603 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 4007.94 ms [2022-03-24 17:59:51 main:574] : INFO : Epoch 1604 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 3970.12 ms [2022-03-24 17:59:55 main:574] : INFO : Epoch 1605 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 3920.95 ms [2022-03-24 17:59:59 main:574] : INFO : Epoch 1606 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 3976.19 ms [2022-03-24 18:00:03 main:574] : INFO : Epoch 1607 | loss: 0.0311707 | val_loss: 0.031175 | Time: 3924.9 ms [2022-03-24 18:00:07 main:574] : INFO : Epoch 1608 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 3909.71 ms [2022-03-24 18:00:11 main:574] : INFO : Epoch 1609 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 3878.32 ms [2022-03-24 18:00:15 main:574] : INFO : Epoch 1610 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 3919.44 ms [2022-03-24 18:00:18 main:574] : INFO : Epoch 1611 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 3926.02 ms [2022-03-24 18:00:22 main:574] : INFO : Epoch 1612 | loss: 0.0311709 | val_loss: 0.0311783 | Time: 3911.68 ms [2022-03-24 18:00:26 main:574] : INFO : Epoch 1613 | loss: 0.0311705 | val_loss: 0.0311777 | Time: 3950.1 ms [2022-03-24 18:00:30 main:574] : INFO : Epoch 1614 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 3938.48 ms [2022-03-24 18:00:34 main:574] : INFO : Epoch 1615 | loss: 0.0311674 | val_loss: 0.0311781 | Time: 3959.12 ms [2022-03-24 18:00:38 main:574] : INFO : Epoch 1616 | loss: 0.031168 | val_loss: 0.031177 | Time: 3930.44 ms [2022-03-24 18:00:42 main:574] : INFO : Epoch 1617 | loss: 0.0311677 | val_loss: 0.0311792 | Time: 3943.64 ms [2022-03-24 18:00:46 main:574] : INFO : Epoch 1618 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 3944.57 ms [2022-03-24 18:00:50 main:574] : INFO : Epoch 1619 | loss: 0.0311688 | val_loss: 0.0311794 | Time: 3918.67 ms [2022-03-24 18:00:54 main:574] : INFO : Epoch 1620 | loss: 0.031169 | val_loss: 0.0311839 | Time: 3962.34 ms [2022-03-24 18:00:58 main:574] : INFO : Epoch 1621 | loss: 0.031174 | val_loss: 0.0311787 | Time: 3965.57 ms [2022-03-24 18:01:02 main:574] : INFO : Epoch 1622 | loss: 0.031173 | val_loss: 0.0311823 | Time: 3873.56 ms [2022-03-24 18:01:06 main:574] : INFO : Epoch 1623 | loss: 0.0311724 | val_loss: 0.0311825 | Time: 3912.64 ms [2022-03-24 18:01:10 main:574] : INFO : Epoch 1624 | loss: 0.0311715 | val_loss: 0.0311826 | Time: 3958.74 ms [2022-03-24 18:01:14 main:574] : INFO : Epoch 1625 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 3967.57 ms [2022-03-24 18:01:18 main:574] : INFO : Epoch 1626 | loss: 0.0311707 | val_loss: 0.0311808 | Time: 3977.39 ms [2022-03-24 18:01:22 main:574] : INFO : Epoch 1627 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 3967.11 ms [2022-03-24 18:01:26 main:574] : INFO : Epoch 1628 | loss: 0.0311704 | val_loss: 0.0311813 | Time: 3967.58 ms [2022-03-24 18:01:30 main:574] : INFO : Epoch 1629 | loss: 0.0311713 | val_loss: 0.0311828 | Time: 3936.11 ms [2022-03-24 18:01:34 main:574] : INFO : Epoch 1630 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 3926.61 ms [2022-03-24 18:01:38 main:574] : INFO : Epoch 1631 | loss: 0.0311682 | val_loss: 0.0311806 | Time: 3919.42 ms [2022-03-24 18:01:41 main:574] : INFO : Epoch 1632 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 3931.73 ms [2022-03-24 18:01:45 main:574] : INFO : Epoch 1633 | loss: 0.03117 | val_loss: 0.0311843 | Time: 3966.39 ms [2022-03-24 18:01:49 main:574] : INFO : Epoch 1634 | loss: 0.0311681 | val_loss: 0.0311802 | Time: 3924.38 ms [2022-03-24 18:01:53 main:574] : INFO : Epoch 1635 | loss: 0.0311662 | val_loss: 0.0311795 | Time: 3941.76 ms [2022-03-24 18:01:57 main:574] : INFO : Epoch 1636 | loss: 0.0311655 | val_loss: 0.0311801 | Time: 3927.39 ms [2022-03-24 18:02:01 main:574] : INFO : Epoch 1637 | loss: 0.0311669 | val_loss: 0.031181 | Time: 3940.61 ms [2022-03-24 18:02:05 main:574] : INFO : Epoch 1638 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 3958.45 ms [2022-03-24 18:02:09 main:574] : INFO : Epoch 1639 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 3929.23 ms [2022-03-24 18:02:13 main:574] : INFO : Epoch 1640 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 3935.51 ms [2022-03-24 18:02:17 main:574] : INFO : Epoch 1641 | loss: 0.031165 | val_loss: 0.0311773 | Time: 3933.83 ms [2022-03-24 18:02:21 main:574] : INFO : Epoch 1642 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 3949.07 ms [2022-03-24 18:02:25 main:574] : INFO : Epoch 1643 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 3909.72 ms [2022-03-24 18:02:29 main:574] : INFO : Epoch 1644 | loss: 0.0311655 | val_loss: 0.0311784 | Time: 3964.75 ms [2022-03-24 18:02:33 main:574] : INFO : Epoch 1645 | loss: 0.0311652 | val_loss: 0.0311764 | Time: 3963.13 ms [2022-03-24 18:02:37 main:574] : INFO : Epoch 1646 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 3952.73 ms [2022-03-24 18:02:41 main:574] : INFO : Epoch 1647 | loss: 0.0311656 | val_loss: 0.0311781 | Time: 3889.01 ms [2022-03-24 18:02:45 main:574] : INFO : Epoch 1648 | loss: 0.0311634 | val_loss: 0.0311799 | Time: 3913.36 ms [2022-03-24 18:02:49 main:574] : INFO : Epoch 1649 | loss: 0.0311649 | val_loss: 0.0311776 | Time: 3996.45 ms [2022-03-24 18:02:53 main:574] : INFO : Epoch 1650 | loss: 0.0311645 | val_loss: 0.0311793 | Time: 3945.72 ms [2022-03-24 18:02:57 main:574] : INFO : Epoch 1651 | loss: 0.031165 | val_loss: 0.0311808 | Time: 3912.2 ms [2022-03-24 18:03:00 main:574] : INFO : Epoch 1652 | loss: 0.0311663 | val_loss: 0.0311776 | Time: 3909.59 ms [2022-03-24 18:03:04 main:574] : INFO : Epoch 1653 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 3878.96 ms [2022-03-24 18:03:08 main:574] : INFO : Epoch 1654 | loss: 0.0311666 | val_loss: 0.0311769 | Time: 3954.62 ms [2022-03-24 18:03:12 main:574] : INFO : Epoch 1655 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 3967.23 ms [2022-03-24 18:03:16 main:574] : INFO : Epoch 1656 | loss: 0.0311649 | val_loss: 0.0311774 | Time: 3873.09 ms [2022-03-24 18:03:20 main:574] : INFO : Epoch 1657 | loss: 0.0311656 | val_loss: 0.031177 | Time: 3938.29 ms [2022-03-24 18:03:24 main:574] : INFO : Epoch 1658 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 3966.63 ms [2022-03-24 18:03:28 main:574] : INFO : Epoch 1659 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 3959.36 ms [2022-03-24 18:03:32 main:574] : INFO : Epoch 1660 | loss: 0.0311648 | val_loss: 0.0311792 | Time: 3872.18 ms [2022-03-24 18:03:36 main:574] : INFO : Epoch 1661 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 3922.35 ms [2022-03-24 18:03:40 main:574] : INFO : Epoch 1662 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 3949.03 ms [2022-03-24 18:03:44 main:574] : INFO : Epoch 1663 | loss: 0.0311657 | val_loss: 0.0311777 | Time: 3976.16 ms [2022-03-24 18:03:48 main:574] : INFO : Epoch 1664 | loss: 0.0311639 | val_loss: 0.0311825 | Time: 3958.92 ms [2022-03-24 18:03:52 main:574] : INFO : Epoch 1665 | loss: 0.0311669 | val_loss: 0.031178 | Time: 3965.5 ms [2022-03-24 18:03:56 main:574] : INFO : Epoch 1666 | loss: 0.0311643 | val_loss: 0.0311816 | Time: 3910.63 ms [2022-03-24 18:04:00 main:574] : INFO : Epoch 1667 | loss: 0.0311658 | val_loss: 0.0311793 | Time: 3985.45 ms [2022-03-24 18:04:03 main:574] : INFO : Epoch 1668 | loss: 0.031167 | val_loss: 0.0311781 | Time: 3842.26 ms [2022-03-24 18:04:07 main:574] : INFO : Epoch 1669 | loss: 0.03118 | val_loss: 0.0312059 | Time: 3905.8 ms [2022-03-24 18:04:11 main:574] : INFO : Epoch 1670 | loss: 0.0311805 | val_loss: 0.0311778 | Time: 3896.39 ms [2022-03-24 18:04:15 main:574] : INFO : Epoch 1671 | loss: 0.0311682 | val_loss: 0.0311786 | Time: 3918.87 ms [2022-03-24 18:04:19 main:574] : INFO : Epoch 1672 | loss: 0.0311651 | val_loss: 0.0311798 | Time: 3873.97 ms [2022-03-24 18:04:23 main:574] : INFO : Epoch 1673 | loss: 0.0311643 | val_loss: 0.0311776 | Time: 3968.81 ms [2022-03-24 18:04:27 main:574] : INFO : Epoch 1674 | loss: 0.0311676 | val_loss: 0.0311813 | Time: 3952.62 ms [2022-03-24 18:04:31 main:574] : INFO : Epoch 1675 | loss: 0.0311646 | val_loss: 0.0311804 | Time: 3931.09 ms [2022-03-24 18:04:35 main:574] : INFO : Epoch 1676 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 3900.42 ms [2022-03-24 18:04:39 main:574] : INFO : Epoch 1677 | loss: 0.031166 | val_loss: 0.0311784 | Time: 3921.5 ms [2022-03-24 18:04:43 main:574] : INFO : Epoch 1678 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 3924.16 ms [2022-03-24 18:04:47 main:574] : INFO : Epoch 1679 | loss: 0.0311629 | val_loss: 0.0311844 | Time: 3911.21 ms [2022-03-24 18:04:51 main:574] : INFO : Epoch 1680 | loss: 0.0311655 | val_loss: 0.0311798 | Time: 3931.26 ms [2022-03-24 18:04:55 main:574] : INFO : Epoch 1681 | loss: 0.0311652 | val_loss: 0.0311804 | Time: 3921.7 ms [2022-03-24 18:04:59 main:574] : INFO : Epoch 1682 | loss: 0.0311631 | val_loss: 0.0311775 | Time: 3909.83 ms [2022-03-24 18:05:02 main:574] : INFO : Epoch 1683 | loss: 0.0311619 | val_loss: 0.031178 | Time: 3936.5 ms [2022-03-24 18:05:06 main:574] : INFO : Epoch 1684 | loss: 0.0311626 | val_loss: 0.0311794 | Time: 3958.69 ms [2022-03-24 18:05:10 main:574] : INFO : Epoch 1685 | loss: 0.0311641 | val_loss: 0.0311816 | Time: 3909.78 ms [2022-03-24 18:05:14 main:574] : INFO : Epoch 1686 | loss: 0.0311649 | val_loss: 0.0311802 | Time: 3878.2 ms [2022-03-24 18:05:18 main:574] : INFO : Epoch 1687 | loss: 0.0311624 | val_loss: 0.0311772 | Time: 3922.58 ms [2022-03-24 18:05:22 main:574] : INFO : Epoch 1688 | loss: 0.0311637 | val_loss: 0.0311835 | Time: 3914.07 ms [2022-03-24 18:05:26 main:574] : INFO : Epoch 1689 | loss: 0.0311643 | val_loss: 0.0311775 | Time: 3896.47 ms [2022-03-24 18:05:30 main:574] : INFO : Epoch 1690 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 3914.79 ms [2022-03-24 18:05:34 main:574] : INFO : Epoch 1691 | loss: 0.0311639 | val_loss: 0.0311806 | Time: 3933.84 ms [2022-03-24 18:05:38 main:574] : INFO : Epoch 1692 | loss: 0.031165 | val_loss: 0.0311815 | Time: 3940.26 ms [2022-03-24 18:05:42 main:574] : INFO : Epoch 1693 | loss: 0.0311634 | val_loss: 0.0311791 | Time: 3904.61 ms [2022-03-24 18:05:46 main:574] : INFO : Epoch 1694 | loss: 0.0311628 | val_loss: 0.0311813 | Time: 3923.47 ms [2022-03-24 18:05:50 main:574] : INFO : Epoch 1695 | loss: 0.0311627 | val_loss: 0.0311773 | Time: 3964.19 ms [2022-03-24 18:05:54 main:574] : INFO : Epoch 1696 | loss: 0.0311615 | val_loss: 0.0311783 | Time: 3912.4 ms [2022-03-24 18:05:58 main:574] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.0311785 | Time: 3943.14 ms [2022-03-24 18:06:01 main:574] : INFO : Epoch 1698 | loss: 0.0311616 | val_loss: 0.0311793 | Time: 3930.34 ms [2022-03-24 18:06:05 main:574] : INFO : Epoch 1699 | loss: 0.0311611 | val_loss: 0.0311766 | Time: 3889.72 ms [2022-03-24 18:06:09 main:574] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311784 | Time: 3939.39 ms [2022-03-24 18:06:13 main:574] : INFO : Epoch 1701 | loss: 0.0311609 | val_loss: 0.0311786 | Time: 3930.37 ms [2022-03-24 18:06:17 main:574] : INFO : Epoch 1702 | loss: 0.0311617 | val_loss: 0.0311821 | Time: 3882.98 ms [2022-03-24 18:06:21 main:574] : INFO : Epoch 1703 | loss: 0.0311648 | val_loss: 0.0311787 | Time: 3977.61 ms [2022-03-24 18:06:25 main:574] : INFO : Epoch 1704 | loss: 0.0311622 | val_loss: 0.0311821 | Time: 3906.59 ms [2022-03-24 18:06:29 main:574] : INFO : Epoch 1705 | loss: 0.0311633 | val_loss: 0.0311853 | Time: 3956.7 ms [2022-03-24 18:06:33 main:574] : INFO : Epoch 1706 | loss: 0.0311659 | val_loss: 0.0311797 | Time: 3948.02 ms [2022-03-24 18:06:37 main:574] : INFO : Epoch 1707 | loss: 0.0311632 | val_loss: 0.03118 | Time: 3988.39 ms [2022-03-24 18:06:41 main:574] : INFO : Epoch 1708 | loss: 0.0311682 | val_loss: 0.0311797 | Time: 3926.54 ms [2022-03-24 18:06:45 main:574] : INFO : Epoch 1709 | loss: 0.0311679 | val_loss: 0.0311773 | Time: 3954.64 ms [2022-03-24 18:06:49 main:574] : INFO : Epoch 1710 | loss: 0.031167 | val_loss: 0.0311783 | Time: 3903.47 ms [2022-03-24 18:06:53 main:574] : INFO : Epoch 1711 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 3895.78 ms [2022-03-24 18:06:57 main:574] : INFO : Epoch 1712 | loss: 0.0311664 | val_loss: 0.0311814 | Time: 3937.5 ms [2022-03-24 18:07:01 main:574] : INFO : Epoch 1713 | loss: 0.0311654 | val_loss: 0.0311791 | Time: 3934.59 ms [2022-03-24 18:07:04 main:574] : INFO : Epoch 1714 | loss: 0.0311652 | val_loss: 0.0311785 | Time: 3921.82 ms [2022-03-24 18:07:08 main:574] : INFO : Epoch 1715 | loss: 0.0311645 | val_loss: 0.0311809 | Time: 3937.59 ms [2022-03-24 18:07:12 main:574] : INFO : Epoch 1716 | loss: 0.031164 | val_loss: 0.0311778 | Time: 3961.58 ms [2022-03-24 18:07:16 main:574] : INFO : Epoch 1717 | loss: 0.0311637 | val_loss: 0.0311803 | Time: 3962.66 ms [2022-03-24 18:07:20 main:574] : INFO : Epoch 1718 | loss: 0.0311645 | val_loss: 0.0311785 | Time: 3924.76 ms [2022-03-24 18:07:24 main:574] : INFO : Epoch 1719 | loss: 0.031165 | val_loss: 0.0311788 | Time: 3949.7 ms [2022-03-24 18:07:28 main:574] : INFO : Epoch 1720 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 3980.32 ms [2022-03-24 18:07:32 main:574] : INFO : Epoch 1721 | loss: 0.0311662 | val_loss: 0.031179 | Time: 3947.91 ms [2022-03-24 18:07:36 main:574] : INFO : Epoch 1722 | loss: 0.0311636 | val_loss: 0.031176 | Time: 3902.17 ms [2022-03-24 18:07:40 main:574] : INFO : Epoch 1723 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 3950.7 ms [2022-03-24 18:07:44 main:574] : INFO : Epoch 1724 | loss: 0.0311637 | val_loss: 0.0311776 | Time: 3953.04 ms [2022-03-24 18:07:48 main:574] : INFO : Epoch 1725 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 3904.58 ms [2022-03-24 18:07:52 main:574] : INFO : Epoch 1726 | loss: 0.031169 | val_loss: 0.0311799 | Time: 3950.5 ms [2022-03-24 18:07:56 main:574] : INFO : Epoch 1727 | loss: 0.031168 | val_loss: 0.0311796 | Time: 3884.22 ms [2022-03-24 18:08:00 main:574] : INFO : Epoch 1728 | loss: 0.0311667 | val_loss: 0.0311794 | Time: 3948.05 ms [2022-03-24 18:08:04 main:574] : INFO : Epoch 1729 | loss: 0.0311657 | val_loss: 0.031182 | Time: 3971.1 ms [2022-03-24 18:08:08 main:574] : INFO : Epoch 1730 | loss: 0.0311683 | val_loss: 0.0311797 | Time: 4058.75 ms [2022-03-24 18:08:12 main:574] : INFO : Epoch 1731 | loss: 0.0311749 | val_loss: 0.0311827 | Time: 3939.16 ms [2022-03-24 18:08:16 main:574] : INFO : Epoch 1732 | loss: 0.031174 | val_loss: 0.0311804 | Time: 3941.47 ms [2022-03-24 18:08:20 main:574] : INFO : Epoch 1733 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 3968.83 ms [2022-03-24 18:08:24 main:574] : INFO : Epoch 1734 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 3929.21 ms [2022-03-24 18:08:28 main:574] : INFO : Epoch 1735 | loss: 0.031172 | val_loss: 0.0311861 | Time: 3913.16 ms [2022-03-24 18:08:32 main:574] : INFO : Epoch 1736 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 3938.19 ms [2022-03-24 18:08:36 main:574] : INFO : Epoch 1737 | loss: 0.0311747 | val_loss: 0.0311866 | Time: 4127.77 ms [2022-03-24 18:08:40 main:574] : INFO : Epoch 1738 | loss: 0.0311739 | val_loss: 0.031182 | Time: 4266.51 ms [2022-03-24 18:08:44 main:574] : INFO : Epoch 1739 | loss: 0.0311718 | val_loss: 0.0311836 | Time: 4206.67 ms [2022-03-24 18:09:39 main:574] : INFO : Epoch 1740 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 54923.7 ms [2022-03-24 18:09:43 main:574] : INFO : Epoch 1741 | loss: 0.0311701 | val_loss: 0.0311823 | Time: 4329.96 ms [2022-03-24 18:09:58 main:574] : INFO : Epoch 1742 | loss: 0.0311707 | val_loss: 0.0311813 | Time: 14086.9 ms [2022-03-24 18:10:01 main:574] : INFO : Epoch 1743 | loss: 0.0311731 | val_loss: 0.031183 | Time: 3910.46 ms [2022-03-24 18:10:05 main:574] : INFO : Epoch 1744 | loss: 0.0311729 | val_loss: 0.0311829 | Time: 3886.14 ms [2022-03-24 18:10:09 main:574] : INFO : Epoch 1745 | loss: 0.0311706 | val_loss: 0.0311783 | Time: 3932.01 ms [2022-03-24 18:10:13 main:574] : INFO : Epoch 1746 | loss: 0.031169 | val_loss: 0.0311778 | Time: 3906.86 ms [2022-03-24 18:10:17 main:574] : INFO : Epoch 1747 | loss: 0.0311685 | val_loss: 0.0311789 | Time: 3904.06 ms [2022-03-24 18:10:21 main:574] : INFO : Epoch 1748 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 3907.98 ms [2022-03-24 18:10:25 main:574] : INFO : Epoch 1749 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 3969.8 ms [2022-03-24 18:10:29 main:574] : INFO : Epoch 1750 | loss: 0.0311699 | val_loss: 0.0311806 | Time: 3942.97 ms [2022-03-24 18:10:33 main:574] : INFO : Epoch 1751 | loss: 0.0311677 | val_loss: 0.0311795 | Time: 3967.75 ms [2022-03-24 18:10:37 main:574] : INFO : Epoch 1752 | loss: 0.0311668 | val_loss: 0.0311835 | Time: 3928.96 ms [2022-03-24 18:10:41 main:574] : INFO : Epoch 1753 | loss: 0.0311706 | val_loss: 0.03118 | Time: 3913.02 ms [2022-03-24 18:10:45 main:574] : INFO : Epoch 1754 | loss: 0.0311688 | val_loss: 0.0311797 | Time: 3948.93 ms [2022-03-24 18:10:49 main:574] : INFO : Epoch 1755 | loss: 0.0311682 | val_loss: 0.0311852 | Time: 4002.56 ms [2022-03-24 18:10:53 main:574] : INFO : Epoch 1756 | loss: 0.0311691 | val_loss: 0.0311822 | Time: 3933.46 ms [2022-03-24 18:10:57 main:574] : INFO : Epoch 1757 | loss: 0.0311673 | val_loss: 0.03118 | Time: 3904.55 ms [2022-03-24 18:11:01 main:574] : INFO : Epoch 1758 | loss: 0.0311658 | val_loss: 0.0311795 | Time: 3956.76 ms [2022-03-24 18:11:05 main:574] : INFO : Epoch 1759 | loss: 0.031165 | val_loss: 0.0311803 | Time: 3934.92 ms [2022-03-24 18:11:09 main:574] : INFO : Epoch 1760 | loss: 0.031166 | val_loss: 0.0311837 | Time: 3949.71 ms [2022-03-24 18:11:12 main:574] : INFO : Epoch 1761 | loss: 0.0311676 | val_loss: 0.0311801 | Time: 3861.95 ms [2022-03-24 18:11:16 main:574] : INFO : Epoch 1762 | loss: 0.0311684 | val_loss: 0.0311815 | Time: 3887.3 ms [2022-03-24 18:11:20 main:574] : INFO : Epoch 1763 | loss: 0.031167 | val_loss: 0.0311812 | Time: 3924.5 ms [2022-03-24 18:11:24 main:574] : INFO : Epoch 1764 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 3915.16 ms [2022-03-24 18:11:28 main:574] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.031189 | Time: 3932.62 ms [2022-03-24 18:11:32 main:574] : INFO : Epoch 1766 | loss: 0.0311675 | val_loss: 0.0311809 | Time: 3901.25 ms [2022-03-24 18:11:36 main:574] : INFO : Epoch 1767 | loss: 0.0311673 | val_loss: 0.0311833 | Time: 3909.68 ms [2022-03-24 18:11:40 main:574] : INFO : Epoch 1768 | loss: 0.0311686 | val_loss: 0.0311883 | Time: 3968.29 ms [2022-03-24 18:11:44 main:574] : INFO : Epoch 1769 | loss: 0.0311677 | val_loss: 0.0311787 | Time: 3857 ms [2022-03-24 18:11:48 main:574] : INFO : Epoch 1770 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 3953.95 ms [2022-03-24 18:11:52 main:574] : INFO : Epoch 1771 | loss: 0.0311679 | val_loss: 0.0311834 | Time: 3923.73 ms [2022-03-24 18:11:56 main:574] : INFO : Epoch 1772 | loss: 0.0311663 | val_loss: 0.0311826 | Time: 3950.47 ms [2022-03-24 18:12:00 main:574] : INFO : Epoch 1773 | loss: 0.0311671 | val_loss: 0.0311811 | Time: 3879.95 ms [2022-03-24 18:12:04 main:574] : INFO : Epoch 1774 | loss: 0.031166 | val_loss: 0.0311833 | Time: 3974.89 ms [2022-03-24 18:12:07 main:574] : INFO : Epoch 1775 | loss: 0.0311659 | val_loss: 0.0311799 | Time: 3945.33 ms [2022-03-24 18:12:11 main:574] : INFO : Epoch 1776 | loss: 0.0311667 | val_loss: 0.0311824 | Time: 3907.31 ms [2022-03-24 18:12:15 main:574] : INFO : Epoch 1777 | loss: 0.0311658 | val_loss: 0.0311804 | Time: 3946.11 ms [2022-03-24 18:12:19 main:574] : INFO : Epoch 1778 | loss: 0.0311654 | val_loss: 0.031181 | Time: 3920.32 ms [2022-03-24 18:12:23 main:574] : INFO : Epoch 1779 | loss: 0.0311701 | val_loss: 0.0311898 | Time: 3937.56 ms [2022-03-24 18:12:27 main:574] : INFO : Epoch 1780 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 3986.06 ms [2022-03-24 18:12:31 main:574] : INFO : Epoch 1781 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 3915.66 ms [2022-03-24 18:12:35 main:574] : INFO : Epoch 1782 | loss: 0.031174 | val_loss: 0.031183 | Time: 3888.52 ms [2022-03-24 18:12:39 main:574] : INFO : Epoch 1783 | loss: 0.0311828 | val_loss: 0.0311819 | Time: 3941.38 ms [2022-03-24 18:12:43 main:574] : INFO : Epoch 1784 | loss: 0.031182 | val_loss: 0.031182 | Time: 4026.16 ms [2022-03-24 18:12:47 main:574] : INFO : Epoch 1785 | loss: 0.0311804 | val_loss: 0.0311818 | Time: 3892.94 ms [2022-03-24 18:12:51 main:574] : INFO : Epoch 1786 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 3855.29 ms [2022-03-24 18:12:55 main:574] : INFO : Epoch 1787 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 3922.9 ms [2022-03-24 18:12:59 main:574] : INFO : Epoch 1788 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 3965.75 ms [2022-03-24 18:13:03 main:574] : INFO : Epoch 1789 | loss: 0.0311794 | val_loss: 0.0311939 | Time: 3916.27 ms [2022-03-24 18:13:07 main:574] : INFO : Epoch 1790 | loss: 0.0311829 | val_loss: 0.0311818 | Time: 3916.29 ms [2022-03-24 18:13:11 main:574] : INFO : Epoch 1791 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 3974.65 ms [2022-03-24 18:13:14 main:574] : INFO : Epoch 1792 | loss: 0.0311781 | val_loss: 0.0311817 | Time: 3943.99 ms [2022-03-24 18:13:18 main:574] : INFO : Epoch 1793 | loss: 0.0311778 | val_loss: 0.0311847 | Time: 3931.27 ms [2022-03-24 18:13:22 main:574] : INFO : Epoch 1794 | loss: 0.031181 | val_loss: 0.0311831 | Time: 3936.16 ms [2022-03-24 18:13:26 main:574] : INFO : Epoch 1795 | loss: 0.0311793 | val_loss: 0.0311823 | Time: 4005.3 ms [2022-03-24 18:13:30 main:574] : INFO : Epoch 1796 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 3909.77 ms [2022-03-24 18:13:34 main:574] : INFO : Epoch 1797 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 3904.91 ms [2022-03-24 18:13:38 main:574] : INFO : Epoch 1798 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 3911.62 ms [2022-03-24 18:13:42 main:574] : INFO : Epoch 1799 | loss: 0.0311835 | val_loss: 0.0311917 | Time: 3930.04 ms [2022-03-24 18:13:46 main:574] : INFO : Epoch 1800 | loss: 0.0311862 | val_loss: 0.0311843 | Time: 3919.42 ms [2022-03-24 18:13:50 main:574] : INFO : Epoch 1801 | loss: 0.0311859 | val_loss: 0.0311899 | Time: 3956.43 ms [2022-03-24 18:13:54 main:574] : INFO : Epoch 1802 | loss: 0.0311888 | val_loss: 0.0311886 | Time: 3919.26 ms [2022-03-24 18:13:58 main:574] : INFO : Epoch 1803 | loss: 0.031187 | val_loss: 0.0311883 | Time: 3929.85 ms [2022-03-24 18:14:02 main:574] : INFO : Epoch 1804 | loss: 0.0311847 | val_loss: 0.0311872 | Time: 3979.24 ms [2022-03-24 18:14:06 main:574] : INFO : Epoch 1805 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 4097.61 ms [2022-03-24 18:14:10 main:574] : INFO : Epoch 1806 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 3963.18 ms [2022-03-24 18:14:14 main:574] : INFO : Epoch 1807 | loss: 0.0311868 | val_loss: 0.0311896 | Time: 3842.68 ms [2022-03-24 18:14:18 main:574] : INFO : Epoch 1808 | loss: 0.031185 | val_loss: 0.0311855 | Time: 3974.74 ms [2022-03-24 18:14:22 main:574] : INFO : Epoch 1809 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 3938.94 ms [2022-03-24 18:14:26 main:574] : INFO : Epoch 1810 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 3968.68 ms [2022-03-24 18:14:30 main:574] : INFO : Epoch 1811 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 3903.94 ms [2022-03-24 18:14:34 main:574] : INFO : Epoch 1812 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 3867.61 ms [2022-03-24 18:14:37 main:574] : INFO : Epoch 1813 | loss: 0.0311825 | val_loss: 0.0311834 | Time: 3943.49 ms [2022-03-24 18:14:41 main:574] : INFO : Epoch 1814 | loss: 0.0311803 | val_loss: 0.0311819 | Time: 3902.52 ms [2022-03-24 18:14:45 main:574] : INFO : Epoch 1815 | loss: 0.0311798 | val_loss: 0.0311818 | Time: 3916.84 ms [2022-03-24 18:14:49 main:574] : INFO : Epoch 1816 | loss: 0.0311809 | val_loss: 0.0311895 | Time: 3925.3 ms [2022-03-24 18:14:53 main:574] : INFO : Epoch 1817 | loss: 0.0311836 | val_loss: 0.0311854 | Time: 3977.15 ms [2022-03-24 18:14:57 main:574] : INFO : Epoch 1818 | loss: 0.0311809 | val_loss: 0.0311817 | Time: 3868.51 ms [2022-03-24 18:15:01 main:574] : INFO : Epoch 1819 | loss: 0.0311783 | val_loss: 0.0311821 | Time: 3887.01 ms [2022-03-24 18:15:05 main:574] : INFO : Epoch 1820 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 3900.47 ms [2022-03-24 18:15:09 main:574] : INFO : Epoch 1821 | loss: 0.0311795 | val_loss: 0.0311823 | Time: 3994.19 ms [2022-03-24 18:15:13 main:574] : INFO : Epoch 1822 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 3905.29 ms [2022-03-24 18:15:17 main:574] : INFO : Epoch 1823 | loss: 0.031179 | val_loss: 0.0311853 | Time: 3917.09 ms [2022-03-24 18:15:21 main:574] : INFO : Epoch 1824 | loss: 0.0311798 | val_loss: 0.0311816 | Time: 3901.6 ms [2022-03-24 18:15:25 main:574] : INFO : Epoch 1825 | loss: 0.0311782 | val_loss: 0.0311818 | Time: 3959.02 ms [2022-03-24 18:15:29 main:574] : INFO : Epoch 1826 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 3921.83 ms [2022-03-24 18:15:32 main:574] : INFO : Epoch 1827 | loss: 0.031177 | val_loss: 0.0311823 | Time: 3880.05 ms [2022-03-24 18:15:36 main:574] : INFO : Epoch 1828 | loss: 0.031178 | val_loss: 0.0311886 | Time: 3931.98 ms [2022-03-24 18:15:40 main:574] : INFO : Epoch 1829 | loss: 0.0311779 | val_loss: 0.0311822 | Time: 3927.28 ms [2022-03-24 18:15:44 main:574] : INFO : Epoch 1830 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 3892.14 ms [2022-03-24 18:15:48 main:574] : INFO : Epoch 1831 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 3919.98 ms [2022-03-24 18:15:52 main:574] : INFO : Epoch 1832 | loss: 0.0311775 | val_loss: 0.031181 | Time: 3944.51 ms [2022-03-24 18:15:56 main:574] : INFO : Epoch 1833 | loss: 0.031177 | val_loss: 0.0311818 | Time: 3941.95 ms [2022-03-24 18:16:00 main:574] : INFO : Epoch 1834 | loss: 0.0311762 | val_loss: 0.0311802 | Time: 3906.22 ms [2022-03-24 18:16:04 main:574] : INFO : Epoch 1835 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 3951.67 ms [2022-03-24 18:16:08 main:574] : INFO : Epoch 1836 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 3879.05 ms [2022-03-24 18:16:12 main:574] : INFO : Epoch 1837 | loss: 0.0311795 | val_loss: 0.0311818 | Time: 3901.71 ms [2022-03-24 18:16:16 main:574] : INFO : Epoch 1838 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 3951.43 ms [2022-03-24 18:16:20 main:574] : INFO : Epoch 1839 | loss: 0.0311811 | val_loss: 0.0311853 | Time: 3887.48 ms [2022-03-24 18:16:24 main:574] : INFO : Epoch 1840 | loss: 0.0311779 | val_loss: 0.0311836 | Time: 3892.87 ms [2022-03-24 18:16:27 main:574] : INFO : Epoch 1841 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 3913.41 ms [2022-03-24 18:16:31 main:574] : INFO : Epoch 1842 | loss: 0.0311771 | val_loss: 0.0311841 | Time: 3896.91 ms [2022-03-24 18:16:35 main:574] : INFO : Epoch 1843 | loss: 0.031177 | val_loss: 0.0311827 | Time: 3903.17 ms [2022-03-24 18:16:39 main:574] : INFO : Epoch 1844 | loss: 0.0311757 | val_loss: 0.031183 | Time: 3886.41 ms [2022-03-24 18:16:43 main:574] : INFO : Epoch 1845 | loss: 0.0311761 | val_loss: 0.0311859 | Time: 3890.71 ms [2022-03-24 18:16:47 main:574] : INFO : Epoch 1846 | loss: 0.0311786 | val_loss: 0.031184 | Time: 3925.72 ms [2022-03-24 18:16:51 main:574] : INFO : Epoch 1847 | loss: 0.0311753 | val_loss: 0.0311811 | Time: 3905.97 ms [2022-03-24 18:16:55 main:574] : INFO : Epoch 1848 | loss: 0.0311744 | val_loss: 0.0311813 | Time: 3915.64 ms [2022-03-24 18:16:59 main:574] : INFO : Epoch 1849 | loss: 0.0311745 | val_loss: 0.031183 | Time: 3914.12 ms [2022-03-24 18:17:03 main:574] : INFO : Epoch 1850 | loss: 0.031179 | val_loss: 0.0311823 | Time: 3972.1 ms [2022-03-24 18:17:07 main:574] : INFO : Epoch 1851 | loss: 0.031177 | val_loss: 0.0311839 | Time: 3933.44 ms [2022-03-24 18:17:11 main:574] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 3905.64 ms [2022-03-24 18:17:14 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 3906.12 ms [2022-03-24 18:17:18 main:574] : INFO : Epoch 1854 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 3972.99 ms [2022-03-24 18:17:22 main:574] : INFO : Epoch 1855 | loss: 0.031174 | val_loss: 0.0311828 | Time: 3887.09 ms [2022-03-24 18:17:26 main:574] : INFO : Epoch 1856 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 3964.63 ms [2022-03-24 18:17:30 main:574] : INFO : Epoch 1857 | loss: 0.0311735 | val_loss: 0.0311822 | Time: 3864.32 ms [2022-03-24 18:17:34 main:574] : INFO : Epoch 1858 | loss: 0.0311744 | val_loss: 0.0311849 | Time: 3971.08 ms [2022-03-24 18:17:38 main:574] : INFO : Epoch 1859 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 3934.72 ms [2022-03-24 18:17:42 main:574] : INFO : Epoch 1860 | loss: 0.0311735 | val_loss: 0.0311817 | Time: 3943.29 ms [2022-03-24 18:17:46 main:574] : INFO : Epoch 1861 | loss: 0.0311743 | val_loss: 0.0311817 | Time: 3882.68 ms [2022-03-24 18:17:50 main:574] : INFO : Epoch 1862 | loss: 0.0311767 | val_loss: 0.0311856 | Time: 3911.96 ms [2022-03-24 18:17:54 main:574] : INFO : Epoch 1863 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 3928.61 ms [2022-03-24 18:17:58 main:574] : INFO : Epoch 1864 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 3912.59 ms [2022-03-24 18:18:02 main:574] : INFO : Epoch 1865 | loss: 0.031176 | val_loss: 0.0311822 | Time: 3964.19 ms [2022-03-24 18:18:06 main:574] : INFO : Epoch 1866 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 3912.06 ms [2022-03-24 18:18:10 main:574] : INFO : Epoch 1867 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 3935.23 ms [2022-03-24 18:18:14 main:574] : INFO : Epoch 1868 | loss: 0.0311731 | val_loss: 0.0311807 | Time: 3934.84 ms [2022-03-24 18:18:17 main:574] : INFO : Epoch 1869 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 3881.95 ms [2022-03-24 18:18:21 main:574] : INFO : Epoch 1870 | loss: 0.0311728 | val_loss: 0.0311827 | Time: 3915.07 ms [2022-03-24 18:18:25 main:574] : INFO : Epoch 1871 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 3941.44 ms [2022-03-24 18:18:29 main:574] : INFO : Epoch 1872 | loss: 0.0311797 | val_loss: 0.0311896 | Time: 3955.32 ms [2022-03-24 18:18:33 main:574] : INFO : Epoch 1873 | loss: 0.0311801 | val_loss: 0.0311851 | Time: 3941.99 ms [2022-03-24 18:18:37 main:574] : INFO : Epoch 1874 | loss: 0.0311793 | val_loss: 0.0311877 | Time: 3942.05 ms [2022-03-24 18:18:41 main:574] : INFO : Epoch 1875 | loss: 0.03118 | val_loss: 0.0311855 | Time: 3951.18 ms [2022-03-24 18:18:45 main:574] : INFO : Epoch 1876 | loss: 0.0311797 | val_loss: 0.0311866 | Time: 3976.6 ms [2022-03-24 18:18:49 main:574] : INFO : Epoch 1877 | loss: 0.0311805 | val_loss: 0.0311904 | Time: 3895.13 ms [2022-03-24 18:18:53 main:574] : INFO : Epoch 1878 | loss: 0.0311805 | val_loss: 0.0311865 | Time: 3943.73 ms [2022-03-24 18:18:57 main:574] : INFO : Epoch 1879 | loss: 0.0311784 | val_loss: 0.0311872 | Time: 4003.07 ms [2022-03-24 18:19:01 main:574] : INFO : Epoch 1880 | loss: 0.0311777 | val_loss: 0.0311873 | Time: 3973.9 ms [2022-03-24 18:19:05 main:574] : INFO : Epoch 1881 | loss: 0.0311768 | val_loss: 0.0311886 | Time: 3962.61 ms [2022-03-24 18:19:09 main:574] : INFO : Epoch 1882 | loss: 0.0311774 | val_loss: 0.0311867 | Time: 3903.59 ms [2022-03-24 18:19:13 main:574] : INFO : Epoch 1883 | loss: 0.0311783 | val_loss: 0.0311879 | Time: 3945.74 ms [2022-03-24 18:19:18 main:574] : INFO : Epoch 1884 | loss: 0.0311759 | val_loss: 0.0311858 | Time: 5044.59 ms [2022-03-24 18:19:23 main:574] : INFO : Epoch 1885 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 5076.2 ms [2022-03-24 18:19:28 main:574] : INFO : Epoch 1886 | loss: 0.0311771 | val_loss: 0.0311894 | Time: 4906.99 ms [2022-03-24 18:19:33 main:574] : INFO : Epoch 1887 | loss: 0.0311767 | val_loss: 0.031185 | Time: 5057.97 ms [2022-03-24 18:19:38 main:574] : INFO : Epoch 1888 | loss: 0.0311765 | val_loss: 0.0311865 | Time: 4924.58 ms [2022-03-24 18:19:43 main:574] : INFO : Epoch 1889 | loss: 0.0311801 | val_loss: 0.0311911 | Time: 5006.29 ms [2022-03-24 18:19:48 main:574] : INFO : Epoch 1890 | loss: 0.0311809 | val_loss: 0.0311865 | Time: 4979.37 ms [2022-03-24 18:19:53 main:574] : INFO : Epoch 1891 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 4889.83 ms [2022-03-24 18:19:58 main:574] : INFO : Epoch 1892 | loss: 0.0311775 | val_loss: 0.0311865 | Time: 4977.26 ms [2022-03-24 18:20:03 main:574] : INFO : Epoch 1893 | loss: 0.0311775 | val_loss: 0.0311883 | Time: 4916.43 ms [2022-03-24 18:20:08 main:574] : INFO : Epoch 1894 | loss: 0.0311772 | val_loss: 0.0311912 | Time: 4993.44 ms [2022-03-24 18:20:13 main:574] : INFO : Epoch 1895 | loss: 0.0311776 | val_loss: 0.0311884 | Time: 4904.32 ms [2022-03-24 18:20:18 main:574] : INFO : Epoch 1896 | loss: 0.0311759 | val_loss: 0.0311869 | Time: 4961.29 ms [2022-03-24 18:20:23 main:574] : INFO : Epoch 1897 | loss: 0.0311751 | val_loss: 0.0311858 | Time: 4975.2 ms [2022-03-24 18:20:28 main:574] : INFO : Epoch 1898 | loss: 0.0311816 | val_loss: 0.0311953 | Time: 4908.12 ms [2022-03-24 18:20:33 main:574] : INFO : Epoch 1899 | loss: 0.0311857 | val_loss: 0.0311916 | Time: 5049.38 ms [2022-03-24 18:20:38 main:574] : INFO : Epoch 1900 | loss: 0.0311842 | val_loss: 0.0311933 | Time: 4906.3 ms [2022-03-24 18:20:43 main:574] : INFO : Epoch 1901 | loss: 0.0311766 | val_loss: 0.0311845 | Time: 5091.09 ms [2022-03-24 18:20:48 main:574] : INFO : Epoch 1902 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 4966.16 ms [2022-03-24 18:20:53 main:574] : INFO : Epoch 1903 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 5062.28 ms [2022-03-24 18:20:58 main:574] : INFO : Epoch 1904 | loss: 0.0311764 | val_loss: 0.0311925 | Time: 4998.48 ms [2022-03-24 18:21:03 main:574] : INFO : Epoch 1905 | loss: 0.0311772 | val_loss: 0.031186 | Time: 4858.46 ms [2022-03-24 18:21:08 main:574] : INFO : Epoch 1906 | loss: 0.0311774 | val_loss: 0.0311871 | Time: 5001.59 ms [2022-03-24 18:21:13 main:574] : INFO : Epoch 1907 | loss: 0.0311767 | val_loss: 0.0311867 | Time: 4851.48 ms [2022-03-24 18:21:18 main:574] : INFO : Epoch 1908 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 5041.04 ms [2022-03-24 18:21:23 main:574] : INFO : Epoch 1909 | loss: 0.0311768 | val_loss: 0.0311869 | Time: 4918.57 ms [2022-03-24 18:21:28 main:574] : INFO : Epoch 1910 | loss: 0.0311756 | val_loss: 0.0311852 | Time: 5003.29 ms [2022-03-24 18:21:33 main:574] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 5025.81 ms [2022-03-24 18:21:38 main:574] : INFO : Epoch 1912 | loss: 0.0311758 | val_loss: 0.0311897 | Time: 4915.72 ms [2022-03-24 18:21:43 main:574] : INFO : Epoch 1913 | loss: 0.0311755 | val_loss: 0.0311883 | Time: 5066.82 ms [2022-03-24 18:21:47 main:574] : INFO : Epoch 1914 | loss: 0.0311749 | val_loss: 0.0311861 | Time: 4867.46 ms [2022-03-24 18:21:52 main:574] : INFO : Epoch 1915 | loss: 0.0311729 | val_loss: 0.0311854 | Time: 5016.6 ms [2022-03-24 18:21:57 main:574] : INFO : Epoch 1916 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 4975.08 ms [2022-03-24 18:22:02 main:574] : INFO : Epoch 1917 | loss: 0.0311779 | val_loss: 0.0311882 | Time: 4802.01 ms [2022-03-24 18:22:07 main:574] : INFO : Epoch 1918 | loss: 0.0311752 | val_loss: 0.0311871 | Time: 5054.38 ms [2022-03-24 18:22:12 main:574] : INFO : Epoch 1919 | loss: 0.0311746 | val_loss: 0.0311883 | Time: 4817.53 ms [2022-03-24 18:22:17 main:574] : INFO : Epoch 1920 | loss: 0.0311743 | val_loss: 0.0311911 | Time: 5053.94 ms [2022-03-24 18:22:22 main:574] : INFO : Epoch 1921 | loss: 0.0311751 | val_loss: 0.0311895 | Time: 4927.5 ms [2022-03-24 18:22:27 main:574] : INFO : Epoch 1922 | loss: 0.031174 | val_loss: 0.0311883 | Time: 5085.03 ms [2022-03-24 18:22:32 main:574] : INFO : Epoch 1923 | loss: 0.0311748 | val_loss: 0.0311931 | Time: 5007.87 ms [2022-03-24 18:22:37 main:574] : INFO : Epoch 1924 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 4936.05 ms [2022-03-24 18:22:42 main:574] : INFO : Epoch 1925 | loss: 0.0311737 | val_loss: 0.0311895 | Time: 4991.24 ms [2022-03-24 18:22:47 main:574] : INFO : Epoch 1926 | loss: 0.0311761 | val_loss: 0.0311908 | Time: 4932.51 ms [2022-03-24 18:22:52 main:574] : INFO : Epoch 1927 | loss: 0.0311766 | val_loss: 0.0311896 | Time: 5114.88 ms [2022-03-24 18:22:57 main:574] : INFO : Epoch 1928 | loss: 0.0311757 | val_loss: 0.0311865 | Time: 5055.02 ms [2022-03-24 18:23:02 main:574] : INFO : Epoch 1929 | loss: 0.0311762 | val_loss: 0.0311825 | Time: 4836.49 ms [2022-03-24 18:23:08 main:574] : INFO : Epoch 1930 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 5284 ms [2022-03-24 18:23:12 main:574] : INFO : Epoch 1931 | loss: 0.0311774 | val_loss: 0.031183 | Time: 4921.34 ms [2022-03-24 18:23:28 main:574] : INFO : Epoch 1932 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 15119.6 ms [2022-03-24 18:23:33 main:574] : INFO : Epoch 1933 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 4893.84 ms [2022-03-24 18:23:38 main:574] : INFO : Epoch 1934 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 5066.23 ms [2022-03-24 18:23:43 main:574] : INFO : Epoch 1935 | loss: 0.0311754 | val_loss: 0.0311819 | Time: 5090.73 ms [2022-03-24 18:23:48 main:574] : INFO : Epoch 1936 | loss: 0.0311754 | val_loss: 0.0311878 | Time: 4891.29 ms [2022-03-24 18:23:53 main:574] : INFO : Epoch 1937 | loss: 0.031179 | val_loss: 0.0311829 | Time: 5007.24 ms [2022-03-24 18:23:58 main:574] : INFO : Epoch 1938 | loss: 0.0311743 | val_loss: 0.0311839 | Time: 4932.74 ms [2022-03-24 18:24:03 main:574] : INFO : Epoch 1939 | loss: 0.0311734 | val_loss: 0.0311822 | Time: 5071.42 ms [2022-03-24 18:24:08 main:574] : INFO : Epoch 1940 | loss: 0.0311733 | val_loss: 0.0311816 | Time: 5047.3 ms [2022-03-24 18:24:13 main:574] : INFO : Epoch 1941 | loss: 0.0311747 | val_loss: 0.0311832 | Time: 4872.56 ms [2022-03-24 18:24:18 main:574] : INFO : Epoch 1942 | loss: 0.0311723 | val_loss: 0.0311821 | Time: 5071.81 ms [2022-03-24 18:24:23 main:574] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.0311825 | Time: 4834.76 ms [2022-03-24 18:24:28 main:574] : INFO : Epoch 1944 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 5082.22 ms [2022-03-24 18:24:33 main:574] : INFO : Epoch 1945 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 4879.81 ms [2022-03-24 18:24:38 main:574] : INFO : Epoch 1946 | loss: 0.031174 | val_loss: 0.0311837 | Time: 5011.81 ms [2022-03-24 18:24:43 main:574] : INFO : Epoch 1947 | loss: 0.0311724 | val_loss: 0.0311812 | Time: 4958.08 ms [2022-03-24 18:24:48 main:574] : INFO : Epoch 1948 | loss: 0.0311724 | val_loss: 0.031182 | Time: 4938.44 ms [2022-03-24 18:24:53 main:574] : INFO : Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 4980.17 ms [2022-03-24 18:24:57 main:574] : INFO : Epoch 1950 | loss: 0.0311732 | val_loss: 0.0311819 | Time: 4846.14 ms [2022-03-24 18:25:02 main:574] : INFO : Epoch 1951 | loss: 0.0311759 | val_loss: 0.0311856 | Time: 5053.71 ms [2022-03-24 18:25:07 main:574] : INFO : Epoch 1952 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 4939.93 ms [2022-03-24 18:25:12 main:574] : INFO : Epoch 1953 | loss: 0.0311807 | val_loss: 0.0311843 | Time: 5014.58 ms [2022-03-24 18:25:18 main:574] : INFO : Epoch 1954 | loss: 0.031181 | val_loss: 0.0311841 | Time: 5113.29 ms [2022-03-24 18:25:22 main:574] : INFO : Epoch 1955 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 4889.77 ms [2022-03-24 18:25:28 main:574] : INFO : Epoch 1956 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 5051.73 ms [2022-03-24 18:25:32 main:574] : INFO : Epoch 1957 | loss: 0.0311766 | val_loss: 0.031187 | Time: 4778.22 ms [2022-03-24 18:25:37 main:574] : INFO : Epoch 1958 | loss: 0.0311772 | val_loss: 0.0311829 | Time: 5033.46 ms [2022-03-24 18:25:42 main:574] : INFO : Epoch 1959 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 4968.83 ms [2022-03-24 18:25:47 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.031186 | Time: 4927.23 ms [2022-03-24 18:25:52 main:574] : INFO : Epoch 1961 | loss: 0.0311765 | val_loss: 0.0311832 | Time: 5047.26 ms [2022-03-24 18:25:57 main:574] : INFO : Epoch 1962 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 4771.16 ms [2022-03-24 18:26:02 main:574] : INFO : Epoch 1963 | loss: 0.0311738 | val_loss: 0.0311819 | Time: 4997.26 ms [2022-03-24 18:26:07 main:574] : INFO : Epoch 1964 | loss: 0.0311751 | val_loss: 0.0311898 | Time: 4909.44 ms [2022-03-24 18:26:12 main:574] : INFO : Epoch 1965 | loss: 0.0311741 | val_loss: 0.0311817 | Time: 5044.31 ms [2022-03-24 18:26:17 main:574] : INFO : Epoch 1966 | loss: 0.0311738 | val_loss: 0.031185 | Time: 4969.78 ms [2022-03-24 18:26:22 main:574] : INFO : Epoch 1967 | loss: 0.0311736 | val_loss: 0.0311829 | Time: 4876.25 ms [2022-03-24 18:26:27 main:574] : INFO : Epoch 1968 | loss: 0.0311756 | val_loss: 0.0311856 | Time: 4999.86 ms [2022-03-24 18:26:32 main:574] : INFO : Epoch 1969 | loss: 0.0311769 | val_loss: 0.031189 | Time: 4774.1 ms [2022-03-24 18:26:37 main:574] : INFO : Epoch 1970 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 5065.41 ms [2022-03-24 18:26:42 main:574] : INFO : Epoch 1971 | loss: 0.0311764 | val_loss: 0.0311854 | Time: 4864.83 ms [2022-03-24 18:26:47 main:574] : INFO : Epoch 1972 | loss: 0.0311745 | val_loss: 0.0311841 | Time: 5049.98 ms [2022-03-24 18:26:52 main:574] : INFO : Epoch 1973 | loss: 0.0311743 | val_loss: 0.0311857 | Time: 5080.75 ms [2022-03-24 18:26:57 main:574] : INFO : Epoch 1974 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 4920.39 ms [2022-03-24 18:27:02 main:574] : INFO : Epoch 1975 | loss: 0.0311743 | val_loss: 0.0311862 | Time: 4997.48 ms [2022-03-24 18:27:07 main:574] : INFO : Epoch 1976 | loss: 0.0311736 | val_loss: 0.0311865 | Time: 4936.58 ms [2022-03-24 18:27:12 main:574] : INFO : Epoch 1977 | loss: 0.0311755 | val_loss: 0.0311869 | Time: 4991.01 ms [2022-03-24 18:27:17 main:574] : INFO : Epoch 1978 | loss: 0.0311739 | val_loss: 0.0311848 | Time: 5003.75 ms [2022-03-24 18:27:22 main:574] : INFO : Epoch 1979 | loss: 0.031172 | val_loss: 0.0311866 | Time: 4969.17 ms [2022-03-24 18:27:27 main:574] : INFO : Epoch 1980 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 4991.1 ms [2022-03-24 18:27:32 main:574] : INFO : Epoch 1981 | loss: 0.0311718 | val_loss: 0.0311863 | Time: 4883.1 ms [2022-03-24 18:27:37 main:574] : INFO : Epoch 1982 | loss: 0.0311717 | val_loss: 0.0311843 | Time: 5020.72 ms [2022-03-24 18:27:42 main:574] : INFO : Epoch 1983 | loss: 0.0311708 | val_loss: 0.0311867 | Time: 4944.28 ms [2022-03-24 18:27:57 main:574] : INFO : Epoch 1984 | loss: 0.0311723 | val_loss: 0.0311852 | Time: 15309.8 ms [2022-03-24 18:28:02 main:574] : INFO : Epoch 1985 | loss: 0.0311722 | val_loss: 0.031186 | Time: 5058.65 ms [2022-03-24 18:28:07 main:574] : INFO : Epoch 1986 | loss: 0.0311708 | val_loss: 0.0311852 | Time: 4876.64 ms [2022-03-24 18:28:12 main:574] : INFO : Epoch 1987 | loss: 0.0311716 | val_loss: 0.0311835 | Time: 4939.19 ms [2022-03-24 18:28:17 main:574] : INFO : Epoch 1988 | loss: 0.0311773 | val_loss: 0.0311847 | Time: 4880.76 ms [2022-03-24 18:28:22 main:574] : INFO : Epoch 1989 | loss: 0.0312029 | val_loss: 0.0312297 | Time: 5016.17 ms [2022-03-24 18:28:27 main:574] : INFO : Epoch 1990 | loss: 0.032347 | val_loss: 0.0333782 | Time: 4875.57 ms [2022-03-24 18:28:32 main:574] : INFO : Epoch 1991 | loss: 0.0322519 | val_loss: 0.0314495 | Time: 5048.84 ms [2022-03-24 18:28:37 main:574] : INFO : Epoch 1992 | loss: 0.0312803 | val_loss: 0.0312337 | Time: 4989.13 ms [2022-03-24 18:28:42 main:574] : INFO : Epoch 1993 | loss: 0.0312147 | val_loss: 0.0312049 | Time: 4955.67 ms [2022-03-24 18:28:47 main:574] : INFO : Epoch 1994 | loss: 0.0311963 | val_loss: 0.0311944 | Time: 5007.9 ms [2022-03-24 18:28:52 main:574] : INFO : Epoch 1995 | loss: 0.031191 | val_loss: 0.0311934 | Time: 4888.85 ms [2022-03-24 18:28:57 main:574] : INFO : Epoch 1996 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 5023.21 ms [2022-03-24 18:29:02 main:574] : INFO : Epoch 1997 | loss: 0.0311871 | val_loss: 0.0311937 | Time: 4958.67 ms [2022-03-24 18:29:07 main:574] : INFO : Epoch 1998 | loss: 0.0311872 | val_loss: 0.0311908 | Time: 4848.44 ms [2022-03-24 18:29:12 main:574] : INFO : Epoch 1999 | loss: 0.0311844 | val_loss: 0.0311913 | Time: 5040.61 ms [2022-03-24 18:29:16 main:574] : INFO : Epoch 2000 | loss: 0.0311839 | val_loss: 0.0311908 | Time: 4793.93 ms [2022-03-24 18:29:21 main:574] : INFO : Epoch 2001 | loss: 0.0311841 | val_loss: 0.031194 | Time: 5014.68 ms [2022-03-24 18:29:26 main:574] : INFO : Epoch 2002 | loss: 0.0311836 | val_loss: 0.0311904 | Time: 4906.49 ms [2022-03-24 18:29:31 main:574] : INFO : Epoch 2003 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 5022.96 ms [2022-03-24 18:29:36 main:574] : INFO : Epoch 2004 | loss: 0.0311814 | val_loss: 0.0311904 | Time: 5057.91 ms [2022-03-24 18:29:41 main:574] : INFO : Epoch 2005 | loss: 0.0311809 | val_loss: 0.0311944 | Time: 4865.9 ms [2022-03-24 18:29:46 main:574] : INFO : Epoch 2006 | loss: 0.0311814 | val_loss: 0.0311898 | Time: 4997.34 ms [2022-03-24 18:29:51 main:574] : INFO : Epoch 2007 | loss: 0.0311813 | val_loss: 0.0311915 | Time: 4871.23 ms [2022-03-24 18:29:56 main:574] : INFO : Epoch 2008 | loss: 0.031179 | val_loss: 0.0311893 | Time: 5057.76 ms [2022-03-24 18:30:01 main:574] : INFO : Epoch 2009 | loss: 0.0311784 | val_loss: 0.0311889 | Time: 4921.35 ms [2022-03-24 18:30:06 main:574] : INFO : Epoch 2010 | loss: 0.031178 | val_loss: 0.0311905 | Time: 4957.85 ms [2022-03-24 18:30:11 main:574] : INFO : Epoch 2011 | loss: 0.0311781 | val_loss: 0.0311908 | Time: 4985.78 ms [2022-03-24 18:30:16 main:574] : INFO : Epoch 2012 | loss: 0.0311781 | val_loss: 0.0311914 | Time: 4871.21 ms [2022-03-24 18:30:21 main:574] : INFO : Epoch 2013 | loss: 0.0311776 | val_loss: 0.0311883 | Time: 5035.51 ms [2022-03-24 18:30:26 main:574] : INFO : Epoch 2014 | loss: 0.0311759 | val_loss: 0.0311884 | Time: 4893.65 ms [2022-03-24 18:30:31 main:574] : INFO : Epoch 2015 | loss: 0.0311759 | val_loss: 0.0311887 | Time: 5038.69 ms [2022-03-24 18:30:36 main:574] : INFO : Epoch 2016 | loss: 0.031177 | val_loss: 0.0311887 | Time: 4856.03 ms [2022-03-24 18:30:41 main:574] : INFO : Epoch 2017 | loss: 0.0311774 | val_loss: 0.0311899 | Time: 5054.84 ms [2022-03-24 18:30:46 main:574] : INFO : Epoch 2018 | loss: 0.031176 | val_loss: 0.0311896 | Time: 5085.46 ms [2022-03-24 18:30:51 main:574] : INFO : Epoch 2019 | loss: 0.0311753 | val_loss: 0.0311916 | Time: 4838.39 ms [2022-03-24 18:30:56 main:574] : INFO : Epoch 2020 | loss: 0.0311769 | val_loss: 0.0311936 | Time: 4964.87 ms [2022-03-24 18:31:01 main:574] : INFO : Epoch 2021 | loss: 0.0311791 | val_loss: 0.0311916 | Time: 4907.24 ms [2022-03-24 18:31:06 main:574] : INFO : Epoch 2022 | loss: 0.0311774 | val_loss: 0.0311883 | Time: 5052.08 ms [2022-03-24 18:31:11 main:574] : INFO : Epoch 2023 | loss: 0.0311773 | val_loss: 0.0311885 | Time: 4983.95 ms [2022-03-24 18:31:16 main:574] : INFO : Epoch 2024 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 4929.68 ms [2022-03-24 18:31:21 main:574] : INFO : Epoch 2025 | loss: 0.0311761 | val_loss: 0.03119 | Time: 5066.25 ms [2022-03-24 18:31:26 main:574] : INFO : Epoch 2026 | loss: 0.03118 | val_loss: 0.0311912 | Time: 4816.1 ms [2022-03-24 18:31:31 main:574] : INFO : Epoch 2027 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 4979.81 ms [2022-03-24 18:31:36 main:574] : INFO : Epoch 2028 | loss: 0.0311787 | val_loss: 0.0311893 | Time: 4953.55 ms [2022-03-24 18:31:41 main:574] : INFO : Epoch 2029 | loss: 0.031179 | val_loss: 0.0311964 | Time: 4952.57 ms [2022-03-24 18:31:46 main:574] : INFO : Epoch 2030 | loss: 0.0311807 | val_loss: 0.031189 | Time: 4948.7 ms [2022-03-24 18:31:51 main:574] : INFO : Epoch 2031 | loss: 0.031178 | val_loss: 0.0311901 | Time: 4934.77 ms [2022-03-24 18:31:56 main:574] : INFO : Epoch 2032 | loss: 0.0311752 | val_loss: 0.0311905 | Time: 5094.59 ms [2022-03-24 18:32:01 main:574] : INFO : Epoch 2033 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 4863.65 ms [2022-03-24 18:32:06 main:574] : INFO : Epoch 2034 | loss: 0.0311747 | val_loss: 0.0311872 | Time: 5003.79 ms [2022-03-24 18:32:11 main:574] : INFO : Epoch 2035 | loss: 0.0311741 | val_loss: 0.0311887 | Time: 4965.26 ms [2022-03-24 18:32:16 main:574] : INFO : Epoch 2036 | loss: 0.0311877 | val_loss: 0.0311934 | Time: 5038.93 ms [2022-03-24 18:32:21 main:574] : INFO : Epoch 2037 | loss: 0.031198 | val_loss: 0.0311931 | Time: 5029.35 ms [2022-03-24 18:32:26 main:574] : INFO : Epoch 2038 | loss: 0.0311996 | val_loss: 0.0311924 | Time: 4931.88 ms [2022-03-24 18:32:31 main:574] : INFO : Epoch 2039 | loss: 0.031198 | val_loss: 0.0311924 | Time: 5084.2 ms [2022-03-24 18:32:36 main:574] : INFO : Epoch 2040 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 4838.41 ms [2022-03-24 18:32:41 main:574] : INFO : Epoch 2041 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 5054.39 ms [2022-03-24 18:32:46 main:574] : INFO : Epoch 2042 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 5107.24 ms [2022-03-24 18:32:51 main:574] : INFO : Epoch 2043 | loss: 0.0311893 | val_loss: 0.0311966 | Time: 4835 ms [2022-03-24 18:32:56 main:574] : INFO : Epoch 2044 | loss: 0.03119 | val_loss: 0.0311909 | Time: 5011.48 ms [2022-03-24 18:33:01 main:574] : INFO : Epoch 2045 | loss: 0.031188 | val_loss: 0.0311911 | Time: 4984.36 ms [2022-03-24 18:33:06 main:574] : INFO : Epoch 2046 | loss: 0.0311861 | val_loss: 0.0311878 | Time: 4986.71 ms [2022-03-24 18:33:11 main:574] : INFO : Epoch 2047 | loss: 0.0311854 | val_loss: 0.0311883 | Time: 4943.15 ms [2022-03-24 18:33:16 main:574] : INFO : Epoch 2048 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 5097.32 ms [2022-03-24 18:33:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311917 [2022-03-24 18:33:16 main:603] : INFO : Saving end state to config to file [2022-03-24 18:33:16 main:608] : INFO : Success, exiting.. 18:33:16 (17144): 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)