Task 11390807
| Name | ParityModified-1638636850-1382-2-0_1 |
| Workunit | 8197858 |
| Created | 6 Feb 2022, 11:59:14 UTC |
| Sent | 6 Feb 2022, 12:12:47 UTC |
| Report deadline | 14 Feb 2022, 12:12:47 UTC |
| Received | 6 Feb 2022, 17:06:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 14 min 55 sec |
| CPU time | 2 hours 53 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311659 | val_loss: 0.0311805 | Time: 5942.83 ms
[2022-02-06 16:17:18 main:574] : INFO : Epoch 1543 | loss: 0.0311663 | val_loss: 0.0311822 | Time: 5947.61 ms
[2022-02-06 16:17:24 main:574] : INFO : Epoch 1544 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 5812.19 ms
[2022-02-06 16:17:30 main:574] : INFO : Epoch 1545 | loss: 0.0311649 | val_loss: 0.03118 | Time: 5914.26 ms
[2022-02-06 16:17:36 main:574] : INFO : Epoch 1546 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 5855.46 ms
[2022-02-06 16:17:42 main:574] : INFO : Epoch 1547 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 6006.67 ms
[2022-02-06 16:17:48 main:574] : INFO : Epoch 1548 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 5880.68 ms
[2022-02-06 16:17:54 main:574] : INFO : Epoch 1549 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 5945.92 ms
[2022-02-06 16:18:00 main:574] : INFO : Epoch 1550 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 5889.8 ms
[2022-02-06 16:18:06 main:574] : INFO : Epoch 1551 | loss: 0.0311722 | val_loss: 0.0311775 | Time: 5911.87 ms
[2022-02-06 16:18:12 main:574] : INFO : Epoch 1552 | loss: 0.0311718 | val_loss: 0.031178 | Time: 5848.86 ms
[2022-02-06 16:18:18 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 6149.94 ms
[2022-02-06 16:18:24 main:574] : INFO : Epoch 1554 | loss: 0.0311718 | val_loss: 0.0311808 | Time: 5944.24 ms
[2022-02-06 16:18:30 main:574] : INFO : Epoch 1555 | loss: 0.0311722 | val_loss: 0.0311751 | Time: 5890.37 ms
[2022-02-06 16:18:36 main:574] : INFO : Epoch 1556 | loss: 0.0311732 | val_loss: 0.0311812 | Time: 5958.38 ms
[2022-02-06 16:18:42 main:574] : INFO : Epoch 1557 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 5882.79 ms
[2022-02-06 16:18:48 main:574] : INFO : Epoch 1558 | loss: 0.0311719 | val_loss: 0.0311768 | Time: 5940.31 ms
[2022-02-06 16:18:54 main:574] : INFO : Epoch 1559 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 5991.45 ms
[2022-02-06 16:19:00 main:574] : INFO : Epoch 1560 | loss: 0.0311689 | val_loss: 0.0311764 | Time: 6048.3 ms
[2022-02-06 16:19:06 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.031176 | Time: 5850.9 ms
[2022-02-06 16:19:12 main:574] : INFO : Epoch 1562 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 5864.63 ms
[2022-02-06 16:19:18 main:574] : INFO : Epoch 1563 | loss: 0.0311672 | val_loss: 0.0311793 | Time: 6126.61 ms
[2022-02-06 16:19:24 main:574] : INFO : Epoch 1564 | loss: 0.0311677 | val_loss: 0.031178 | Time: 5701.73 ms
[2022-02-06 16:19:30 main:574] : INFO : Epoch 1565 | loss: 0.0311723 | val_loss: 0.0311785 | Time: 5921.59 ms
[2022-02-06 16:19:36 main:574] : INFO : Epoch 1566 | loss: 0.031171 | val_loss: 0.0311786 | Time: 5972.33 ms
[2022-02-06 16:19:42 main:574] : INFO : Epoch 1567 | loss: 0.0311738 | val_loss: 0.0311796 | Time: 5659.99 ms
[2022-02-06 16:19:48 main:574] : INFO : Epoch 1568 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 6041.24 ms
[2022-02-06 16:19:54 main:574] : INFO : Epoch 1569 | loss: 0.0311731 | val_loss: 0.0311846 | Time: 5705.36 ms
[2022-02-06 16:20:00 main:574] : INFO : Epoch 1570 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 6074.26 ms
[2022-02-06 16:20:06 main:574] : INFO : Epoch 1571 | loss: 0.0311733 | val_loss: 0.031177 | Time: 5865.58 ms
[2022-02-06 16:20:12 main:574] : INFO : Epoch 1572 | loss: 0.0311725 | val_loss: 0.0311781 | Time: 5847.46 ms
[2022-02-06 16:20:18 main:574] : INFO : Epoch 1573 | loss: 0.0311701 | val_loss: 0.0311835 | Time: 5849.63 ms
[2022-02-06 16:20:24 main:574] : INFO : Epoch 1574 | loss: 0.031175 | val_loss: 0.0311796 | Time: 5905.65 ms
[2022-02-06 16:20:30 main:574] : INFO : Epoch 1575 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 5907.11 ms
[2022-02-06 16:20:36 main:574] : INFO : Epoch 1576 | loss: 0.0311743 | val_loss: 0.0311783 | Time: 6016.17 ms
[2022-02-06 16:20:42 main:574] : INFO : Epoch 1577 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 6030.98 ms
[2022-02-06 16:20:48 main:574] : INFO : Epoch 1578 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 5844.14 ms
[2022-02-06 16:20:54 main:574] : INFO : Epoch 1579 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 5892.11 ms
[2022-02-06 16:21:00 main:574] : INFO : Epoch 1580 | loss: 0.0311752 | val_loss: 0.0311816 | Time: 5879.56 ms
[2022-02-06 16:21:06 main:574] : INFO : Epoch 1581 | loss: 0.031171 | val_loss: 0.0311776 | Time: 5806.91 ms
[2022-02-06 16:21:12 main:574] : INFO : Epoch 1582 | loss: 0.0311712 | val_loss: 0.0311794 | Time: 5682.17 ms
[2022-02-06 16:21:17 main:574] : INFO : Epoch 1583 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 5709.05 ms
[2022-02-06 16:21:23 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.0311783 | Time: 5960.7 ms
[2022-02-06 16:21:29 main:574] : INFO : Epoch 1585 | loss: 0.0311726 | val_loss: 0.0311773 | Time: 5658.32 ms
[2022-02-06 16:21:35 main:574] : INFO : Epoch 1586 | loss: 0.031172 | val_loss: 0.0311777 | Time: 6103.13 ms
[2022-02-06 16:21:41 main:574] : INFO : Epoch 1587 | loss: 0.03117 | val_loss: 0.0311771 | Time: 5924.06 ms
[2022-02-06 16:21:47 main:574] : INFO : Epoch 1588 | loss: 0.03117 | val_loss: 0.0311795 | Time: 5809.26 ms
[2022-02-06 16:21:53 main:574] : INFO : Epoch 1589 | loss: 0.0311717 | val_loss: 0.0311781 | Time: 5885.66 ms
[2022-02-06 16:21:59 main:574] : INFO : Epoch 1590 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 5645.8 ms
[2022-02-06 16:22:05 main:574] : INFO : Epoch 1591 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 5698.77 ms
[2022-02-06 16:22:11 main:574] : INFO : Epoch 1592 | loss: 0.0311688 | val_loss: 0.0311778 | Time: 5673.88 ms
[2022-02-06 16:22:16 main:574] : INFO : Epoch 1593 | loss: 0.0311702 | val_loss: 0.031177 | Time: 5651.88 ms
[2022-02-06 16:22:22 main:574] : INFO : Epoch 1594 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 5962.79 ms
[2022-02-06 16:22:28 main:574] : INFO : Epoch 1595 | loss: 0.0311695 | val_loss: 0.0311798 | Time: 5905.27 ms
[2022-02-06 16:22:34 main:574] : INFO : Epoch 1596 | loss: 0.0311697 | val_loss: 0.0311754 | Time: 5923.21 ms
[2022-02-06 16:22:40 main:574] : INFO : Epoch 1597 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 5764.24 ms
[2022-02-06 16:22:46 main:574] : INFO : Epoch 1598 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 5755.77 ms
[2022-02-06 16:22:52 main:574] : INFO : Epoch 1599 | loss: 0.031169 | val_loss: 0.0311771 | Time: 5936.93 ms
[2022-02-06 16:22:58 main:574] : INFO : Epoch 1600 | loss: 0.0311696 | val_loss: 0.0311797 | Time: 5889.03 ms
[2022-02-06 16:23:04 main:574] : INFO : Epoch 1601 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 5708.37 ms
[2022-02-06 16:23:10 main:574] : INFO : Epoch 1602 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 5981.28 ms
[2022-02-06 16:23:16 main:574] : INFO : Epoch 1603 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 5899.48 ms
[2022-02-06 16:23:22 main:574] : INFO : Epoch 1604 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 5872.92 ms
[2022-02-06 16:23:28 main:574] : INFO : Epoch 1605 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 5957.01 ms
[2022-02-06 16:23:34 main:574] : INFO : Epoch 1606 | loss: 0.0311651 | val_loss: 0.0311764 | Time: 5795.8 ms
[2022-02-06 16:23:40 main:574] : INFO : Epoch 1607 | loss: 0.031165 | val_loss: 0.0311798 | Time: 5891.98 ms
[2022-02-06 16:23:46 main:574] : INFO : Epoch 1608 | loss: 0.0311735 | val_loss: 0.0311791 | Time: 5890.97 ms
[2022-02-06 16:23:52 main:574] : INFO : Epoch 1609 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 5907.83 ms
[2022-02-06 16:23:58 main:574] : INFO : Epoch 1610 | loss: 0.0311712 | val_loss: 0.0311837 | Time: 5760.7 ms
[2022-02-06 16:24:04 main:574] : INFO : Epoch 1611 | loss: 0.031171 | val_loss: 0.0311855 | Time: 6036.46 ms
[2022-02-06 16:24:09 main:574] : INFO : Epoch 1612 | loss: 0.0311703 | val_loss: 0.0311794 | Time: 5774.19 ms
[2022-02-06 16:24:16 main:574] : INFO : Epoch 1613 | loss: 0.0311696 | val_loss: 0.0311799 | Time: 5924.39 ms
[2022-02-06 16:24:22 main:574] : INFO : Epoch 1614 | loss: 0.0311692 | val_loss: 0.031179 | Time: 6158.79 ms
[2022-02-06 16:24:28 main:574] : INFO : Epoch 1615 | loss: 0.0311682 | val_loss: 0.0311791 | Time: 5882.99 ms
[2022-02-06 16:24:34 main:574] : INFO : Epoch 1616 | loss: 0.0311685 | val_loss: 0.0311778 | Time: 5807.71 ms
[2022-02-06 16:24:39 main:574] : INFO : Epoch 1617 | loss: 0.0311699 | val_loss: 0.0311781 | Time: 5619.9 ms
[2022-02-06 16:24:45 main:574] : INFO : Epoch 1618 | loss: 0.0311672 | val_loss: 0.0311792 | Time: 5876.19 ms
[2022-02-06 16:24:51 main:574] : INFO : Epoch 1619 | loss: 0.0311664 | val_loss: 0.0311829 | Time: 5951.78 ms
[2022-02-06 16:24:57 main:574] : INFO : Epoch 1620 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 5941.56 ms
[2022-02-06 16:25:03 main:574] : INFO : Epoch 1621 | loss: 0.0311671 | val_loss: 0.0311792 | Time: 5820.56 ms
[2022-02-06 16:25:09 main:574] : INFO : Epoch 1622 | loss: 0.0311669 | val_loss: 0.0311787 | Time: 5692.74 ms
[2022-02-06 16:25:15 main:574] : INFO : Epoch 1623 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 5853.36 ms
[2022-02-06 16:25:21 main:574] : INFO : Epoch 1624 | loss: 0.0311726 | val_loss: 0.0311819 | Time: 5922.59 ms
[2022-02-06 16:25:27 main:574] : INFO : Epoch 1625 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 5757.91 ms
[2022-02-06 16:25:33 main:574] : INFO : Epoch 1626 | loss: 0.031172 | val_loss: 0.0311804 | Time: 5876.14 ms
[2022-02-06 16:25:39 main:574] : INFO : Epoch 1627 | loss: 0.031174 | val_loss: 0.031181 | Time: 5887.06 ms
[2022-02-06 16:25:45 main:574] : INFO : Epoch 1628 | loss: 0.031171 | val_loss: 0.0311797 | Time: 5936.97 ms
[2022-02-06 16:25:51 main:574] : INFO : Epoch 1629 | loss: 0.0311689 | val_loss: 0.0311773 | Time: 6007.74 ms
[2022-02-06 16:25:57 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311799 | Time: 5785.84 ms
[2022-02-06 16:26:03 main:574] : INFO : Epoch 1631 | loss: 0.0311761 | val_loss: 0.0311814 | Time: 5890.98 ms
[2022-02-06 16:26:09 main:574] : INFO : Epoch 1632 | loss: 0.0311761 | val_loss: 0.031176 | Time: 6015.86 ms
[2022-02-06 16:26:15 main:574] : INFO : Epoch 1633 | loss: 0.0311755 | val_loss: 0.0311828 | Time: 5950.33 ms
[2022-02-06 16:26:21 main:574] : INFO : Epoch 1634 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 5719.29 ms
[2022-02-06 16:26:27 main:574] : INFO : Epoch 1635 | loss: 0.0311748 | val_loss: 0.0311789 | Time: 5906.43 ms
[2022-02-06 16:26:33 main:574] : INFO : Epoch 1636 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 5964.69 ms
[2022-02-06 16:26:39 main:574] : INFO : Epoch 1637 | loss: 0.0311744 | val_loss: 0.0311829 | Time: 5968.21 ms
[2022-02-06 16:26:45 main:574] : INFO : Epoch 1638 | loss: 0.0311736 | val_loss: 0.031179 | Time: 5896.3 ms
[2022-02-06 16:26:51 main:574] : INFO : Epoch 1639 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 5805.29 ms
[2022-02-06 16:26:57 main:574] : INFO : Epoch 1640 | loss: 0.0311717 | val_loss: 0.0311796 | Time: 5919.38 ms
[2022-02-06 16:27:02 main:574] : INFO : Epoch 1641 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 5702.54 ms
[2022-02-06 16:27:08 main:574] : INFO : Epoch 1642 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 5948.87 ms
[2022-02-06 16:27:14 main:574] : INFO : Epoch 1643 | loss: 0.0311748 | val_loss: 0.031182 | Time: 5744.48 ms
[2022-02-06 16:27:20 main:574] : INFO : Epoch 1644 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 5679.83 ms
[2022-02-06 16:27:26 main:574] : INFO : Epoch 1645 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 5885.54 ms
[2022-02-06 16:27:32 main:574] : INFO : Epoch 1646 | loss: 0.031173 | val_loss: 0.0311868 | Time: 5900.06 ms
[2022-02-06 16:27:38 main:574] : INFO : Epoch 1647 | loss: 0.0311706 | val_loss: 0.0311806 | Time: 5944.12 ms
[2022-02-06 16:27:44 main:574] : INFO : Epoch 1648 | loss: 0.0311695 | val_loss: 0.0311839 | Time: 5902.81 ms
[2022-02-06 16:27:50 main:574] : INFO : Epoch 1649 | loss: 0.0311714 | val_loss: 0.0311812 | Time: 5725.2 ms
[2022-02-06 16:27:56 main:574] : INFO : Epoch 1650 | loss: 0.0311708 | val_loss: 0.031181 | Time: 5926.17 ms
[2022-02-06 16:28:02 main:574] : INFO : Epoch 1651 | loss: 0.0311758 | val_loss: 0.0311826 | Time: 6080.57 ms
[2022-02-06 16:28:08 main:574] : INFO : Epoch 1652 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 5915.04 ms
[2022-02-06 16:28:14 main:574] : INFO : Epoch 1653 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 5997.77 ms
[2022-02-06 16:28:20 main:574] : INFO : Epoch 1654 | loss: 0.0311733 | val_loss: 0.0311809 | Time: 5910.74 ms
[2022-02-06 16:28:26 main:574] : INFO : Epoch 1655 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 6321.87 ms
[2022-02-06 16:28:33 main:574] : INFO : Epoch 1656 | loss: 0.0311738 | val_loss: 0.0311804 | Time: 5981.65 ms
[2022-02-06 16:28:39 main:574] : INFO : Epoch 1657 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 5915.53 ms
[2022-02-06 16:28:45 main:574] : INFO : Epoch 1658 | loss: 0.031172 | val_loss: 0.0311804 | Time: 6088.53 ms
[2022-02-06 16:28:51 main:574] : INFO : Epoch 1659 | loss: 0.0311705 | val_loss: 0.0311789 | Time: 5861.13 ms
[2022-02-06 16:28:57 main:574] : INFO : Epoch 1660 | loss: 0.03117 | val_loss: 0.0311801 | Time: 5774.86 ms
[2022-02-06 16:29:02 main:574] : INFO : Epoch 1661 | loss: 0.031169 | val_loss: 0.0311779 | Time: 5725.28 ms
[2022-02-06 16:29:08 main:574] : INFO : Epoch 1662 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 6009.9 ms
[2022-02-06 16:29:15 main:574] : INFO : Epoch 1663 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 6020.73 ms
[2022-02-06 16:29:20 main:574] : INFO : Epoch 1664 | loss: 0.0311686 | val_loss: 0.0311817 | Time: 5809.44 ms
[2022-02-06 16:29:27 main:574] : INFO : Epoch 1665 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 6062.2 ms
[2022-02-06 16:29:33 main:574] : INFO : Epoch 1666 | loss: 0.0311712 | val_loss: 0.0311842 | Time: 6076.71 ms
[2022-02-06 16:29:39 main:574] : INFO : Epoch 1667 | loss: 0.031174 | val_loss: 0.0311784 | Time: 5966.54 ms
[2022-02-06 16:29:45 main:574] : INFO : Epoch 1668 | loss: 0.0311713 | val_loss: 0.03118 | Time: 5790.91 ms
[2022-02-06 16:29:51 main:574] : INFO : Epoch 1669 | loss: 0.0311701 | val_loss: 0.03118 | Time: 6000.92 ms
[2022-02-06 16:29:57 main:574] : INFO : Epoch 1670 | loss: 0.0311706 | val_loss: 0.0311842 | Time: 5895.18 ms
[2022-02-06 16:30:03 main:574] : INFO : Epoch 1671 | loss: 0.0311704 | val_loss: 0.031181 | Time: 5762.78 ms
[2022-02-06 16:30:09 main:574] : INFO : Epoch 1672 | loss: 0.0311697 | val_loss: 0.0311823 | Time: 5984.65 ms
[2022-02-06 16:30:15 main:574] : INFO : Epoch 1673 | loss: 0.0311694 | val_loss: 0.0311886 | Time: 5968.87 ms
[2022-02-06 16:30:21 main:574] : INFO : Epoch 1674 | loss: 0.0311705 | val_loss: 0.0311816 | Time: 5953.51 ms
[2022-02-06 16:30:27 main:574] : INFO : Epoch 1675 | loss: 0.0311689 | val_loss: 0.0311784 | Time: 5978.63 ms
[2022-02-06 16:30:33 main:574] : INFO : Epoch 1676 | loss: 0.031168 | val_loss: 0.0311783 | Time: 5967.45 ms
[2022-02-06 16:30:39 main:574] : INFO : Epoch 1677 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 5914.81 ms
[2022-02-06 16:30:45 main:574] : INFO : Epoch 1678 | loss: 0.0311678 | val_loss: 0.0311802 | Time: 5835.72 ms
[2022-02-06 16:30:51 main:574] : INFO : Epoch 1679 | loss: 0.0311689 | val_loss: 0.0311838 | Time: 5905.79 ms
[2022-02-06 16:30:57 main:574] : INFO : Epoch 1680 | loss: 0.0311769 | val_loss: 0.0311813 | Time: 5825.41 ms
[2022-02-06 16:31:03 main:574] : INFO : Epoch 1681 | loss: 0.0311794 | val_loss: 0.0311823 | Time: 5940.02 ms
[2022-02-06 16:31:09 main:574] : INFO : Epoch 1682 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 5901.46 ms
[2022-02-06 16:31:15 main:574] : INFO : Epoch 1683 | loss: 0.0311777 | val_loss: 0.0311802 | Time: 6009.56 ms
[2022-02-06 16:31:21 main:574] : INFO : Epoch 1684 | loss: 0.0311768 | val_loss: 0.0311809 | Time: 5978.68 ms
[2022-02-06 16:31:27 main:574] : INFO : Epoch 1685 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 5650.91 ms
[2022-02-06 16:31:32 main:574] : INFO : Epoch 1686 | loss: 0.0311765 | val_loss: 0.0311805 | Time: 5714.81 ms
[2022-02-06 16:31:38 main:574] : INFO : Epoch 1687 | loss: 0.0311796 | val_loss: 0.0311839 | Time: 5942.35 ms
[2022-02-06 16:31:44 main:574] : INFO : Epoch 1688 | loss: 0.0311819 | val_loss: 0.0311795 | Time: 5745.49 ms
[2022-02-06 16:31:50 main:574] : INFO : Epoch 1689 | loss: 0.0311813 | val_loss: 0.0311801 | Time: 5751.97 ms
[2022-02-06 16:31:56 main:574] : INFO : Epoch 1690 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 5952.98 ms
[2022-02-06 16:32:02 main:574] : INFO : Epoch 1691 | loss: 0.0312007 | val_loss: 0.0311998 | Time: 5825.11 ms
[2022-02-06 16:32:08 main:574] : INFO : Epoch 1692 | loss: 0.031204 | val_loss: 0.0311996 | Time: 5871.58 ms
[2022-02-06 16:32:14 main:574] : INFO : Epoch 1693 | loss: 0.0312011 | val_loss: 0.0311992 | Time: 5951.6 ms
[2022-02-06 16:32:20 main:574] : INFO : Epoch 1694 | loss: 0.0311993 | val_loss: 0.0311995 | Time: 5872.32 ms
[2022-02-06 16:32:26 main:574] : INFO : Epoch 1695 | loss: 0.0311984 | val_loss: 0.0311944 | Time: 6003.13 ms
[2022-02-06 16:32:32 main:574] : INFO : Epoch 1696 | loss: 0.0311948 | val_loss: 0.0311925 | Time: 5923.49 ms
[2022-02-06 16:32:38 main:574] : INFO : Epoch 1697 | loss: 0.031195 | val_loss: 0.0311923 | Time: 5921.68 ms
[2022-02-06 16:32:44 main:574] : INFO : Epoch 1698 | loss: 0.0311942 | val_loss: 0.0311928 | Time: 5833.22 ms
[2022-02-06 16:32:50 main:574] : INFO : Epoch 1699 | loss: 0.0311929 | val_loss: 0.0311925 | Time: 6012.34 ms
[2022-02-06 16:32:56 main:574] : INFO : Epoch 1700 | loss: 0.0311945 | val_loss: 0.0311967 | Time: 5855.03 ms
[2022-02-06 16:33:02 main:574] : INFO : Epoch 1701 | loss: 0.0311957 | val_loss: 0.0311974 | Time: 5832 ms
[2022-02-06 16:33:08 main:574] : INFO : Epoch 1702 | loss: 0.0311958 | val_loss: 0.0311931 | Time: 5979.2 ms
[2022-02-06 16:33:14 main:574] : INFO : Epoch 1703 | loss: 0.0311954 | val_loss: 0.0311926 | Time: 5895.53 ms
[2022-02-06 16:33:20 main:574] : INFO : Epoch 1704 | loss: 0.0311945 | val_loss: 0.0311908 | Time: 5952.79 ms
[2022-02-06 16:33:26 main:574] : INFO : Epoch 1705 | loss: 0.0311923 | val_loss: 0.0311941 | Time: 6006.04 ms
[2022-02-06 16:33:32 main:574] : INFO : Epoch 1706 | loss: 0.0311916 | val_loss: 0.0311896 | Time: 5928.85 ms
[2022-02-06 16:33:38 main:574] : INFO : Epoch 1707 | loss: 0.0311902 | val_loss: 0.0311912 | Time: 5803.47 ms
[2022-02-06 16:33:44 main:574] : INFO : Epoch 1708 | loss: 0.0311915 | val_loss: 0.0311901 | Time: 5862.45 ms
[2022-02-06 16:33:50 main:574] : INFO : Epoch 1709 | loss: 0.0311913 | val_loss: 0.0311921 | Time: 5846.17 ms
[2022-02-06 16:33:56 main:574] : INFO : Epoch 1710 | loss: 0.0311926 | val_loss: 0.0311981 | Time: 5932.19 ms
[2022-02-06 16:34:02 main:574] : INFO : Epoch 1711 | loss: 0.0311918 | val_loss: 0.031195 | Time: 6010.94 ms
[2022-02-06 16:34:08 main:574] : INFO : Epoch 1712 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 5830.97 ms
[2022-02-06 16:34:14 main:574] : INFO : Epoch 1713 | loss: 0.0311903 | val_loss: 0.0311928 | Time: 5920.45 ms
[2022-02-06 16:34:20 main:574] : INFO : Epoch 1714 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 5714.22 ms
[2022-02-06 16:34:26 main:574] : INFO : Epoch 1715 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 5891.13 ms
[2022-02-06 16:34:32 main:574] : INFO : Epoch 1716 | loss: 0.0311905 | val_loss: 0.0311937 | Time: 5733.41 ms
[2022-02-06 16:34:38 main:574] : INFO : Epoch 1717 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 5915.94 ms
[2022-02-06 16:34:44 main:574] : INFO : Epoch 1718 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 5918.19 ms
[2022-02-06 16:34:50 main:574] : INFO : Epoch 1719 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 5993.35 ms
[2022-02-06 16:34:56 main:574] : INFO : Epoch 1720 | loss: 0.0311909 | val_loss: 0.0311936 | Time: 5781.9 ms
[2022-02-06 16:35:02 main:574] : INFO : Epoch 1721 | loss: 0.031191 | val_loss: 0.0311899 | Time: 5617.32 ms
[2022-02-06 16:35:07 main:574] : INFO : Epoch 1722 | loss: 0.0311918 | val_loss: 0.0312011 | Time: 5584.71 ms
[2022-02-06 16:35:13 main:574] : INFO : Epoch 1723 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 6096.34 ms
[2022-02-06 16:35:19 main:574] : INFO : Epoch 1724 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 5539.22 ms
[2022-02-06 16:35:25 main:574] : INFO : Epoch 1725 | loss: 0.0311877 | val_loss: 0.0311926 | Time: 5646.14 ms
[2022-02-06 16:35:30 main:574] : INFO : Epoch 1726 | loss: 0.0311875 | val_loss: 0.0311894 | Time: 5598.5 ms
[2022-02-06 16:35:36 main:574] : INFO : Epoch 1727 | loss: 0.0311872 | val_loss: 0.0311894 | Time: 5430.89 ms
[2022-02-06 16:35:42 main:574] : INFO : Epoch 1728 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 5654.92 ms
[2022-02-06 16:35:47 main:574] : INFO : Epoch 1729 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 5353.29 ms
[2022-02-06 16:35:53 main:574] : INFO : Epoch 1730 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 5516.35 ms
[2022-02-06 16:35:58 main:574] : INFO : Epoch 1731 | loss: 0.0311853 | val_loss: 0.0311916 | Time: 5422.01 ms
[2022-02-06 16:36:04 main:574] : INFO : Epoch 1732 | loss: 0.0311869 | val_loss: 0.0311896 | Time: 5586.75 ms
[2022-02-06 16:36:10 main:574] : INFO : Epoch 1733 | loss: 0.0311858 | val_loss: 0.0311901 | Time: 5594.61 ms
[2022-02-06 16:36:15 main:574] : INFO : Epoch 1734 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 5526.36 ms
[2022-02-06 16:36:21 main:574] : INFO : Epoch 1735 | loss: 0.0311852 | val_loss: 0.0311916 | Time: 5347.71 ms
[2022-02-06 16:36:26 main:574] : INFO : Epoch 1736 | loss: 0.0311861 | val_loss: 0.03119 | Time: 5499.17 ms
[2022-02-06 16:36:32 main:574] : INFO : Epoch 1737 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 5703.02 ms
[2022-02-06 16:36:38 main:574] : INFO : Epoch 1738 | loss: 0.0311887 | val_loss: 0.0311879 | Time: 5483.19 ms
[2022-02-06 16:36:44 main:574] : INFO : Epoch 1739 | loss: 0.0311861 | val_loss: 0.0311871 | Time: 5780.33 ms
[2022-02-06 16:36:49 main:574] : INFO : Epoch 1740 | loss: 0.0311854 | val_loss: 0.0311895 | Time: 5612.72 ms
[2022-02-06 16:36:55 main:574] : INFO : Epoch 1741 | loss: 0.0311854 | val_loss: 0.0311869 | Time: 5514.73 ms
[2022-02-06 16:37:00 main:574] : INFO : Epoch 1742 | loss: 0.0311855 | val_loss: 0.0311911 | Time: 5559.15 ms
[2022-02-06 16:37:06 main:574] : INFO : Epoch 1743 | loss: 0.0311861 | val_loss: 0.0311917 | Time: 5562.19 ms
[2022-02-06 16:37:12 main:574] : INFO : Epoch 1744 | loss: 0.0311851 | val_loss: 0.031187 | Time: 5489.5 ms
[2022-02-06 16:37:17 main:574] : INFO : Epoch 1745 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 5470.03 ms
[2022-02-06 16:37:23 main:574] : INFO : Epoch 1746 | loss: 0.0311843 | val_loss: 0.0311855 | Time: 5430.54 ms
[2022-02-06 16:37:28 main:574] : INFO : Epoch 1747 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 5578.7 ms
[2022-02-06 16:37:34 main:574] : INFO : Epoch 1748 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 5432.4 ms
[2022-02-06 16:37:40 main:574] : INFO : Epoch 1749 | loss: 0.0311835 | val_loss: 0.0311892 | Time: 5569.04 ms
[2022-02-06 16:37:45 main:574] : INFO : Epoch 1750 | loss: 0.0311837 | val_loss: 0.031186 | Time: 5631.2 ms
[2022-02-06 16:37:51 main:574] : INFO : Epoch 1751 | loss: 0.0311837 | val_loss: 0.031185 | Time: 5505.72 ms
[2022-02-06 16:37:56 main:574] : INFO : Epoch 1752 | loss: 0.031183 | val_loss: 0.0311856 | Time: 5443.26 ms
[2022-02-06 16:38:02 main:574] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 5531.09 ms
[2022-02-06 16:38:08 main:574] : INFO : Epoch 1754 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 5612.6 ms
[2022-02-06 16:38:13 main:574] : INFO : Epoch 1755 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 5459.72 ms
[2022-02-06 16:38:19 main:574] : INFO : Epoch 1756 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 5491.71 ms
[2022-02-06 16:38:25 main:574] : INFO : Epoch 1757 | loss: 0.0311838 | val_loss: 0.0311866 | Time: 5684.42 ms
[2022-02-06 16:38:30 main:574] : INFO : Epoch 1758 | loss: 0.0311848 | val_loss: 0.0311906 | Time: 5440.07 ms
[2022-02-06 16:38:36 main:574] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 5575.85 ms
[2022-02-06 16:38:42 main:574] : INFO : Epoch 1760 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 5660.76 ms
[2022-02-06 16:38:47 main:574] : INFO : Epoch 1761 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 5565.08 ms
[2022-02-06 16:38:53 main:574] : INFO : Epoch 1762 | loss: 0.0311818 | val_loss: 0.0311839 | Time: 5586.31 ms
[2022-02-06 16:38:59 main:574] : INFO : Epoch 1763 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 5592.16 ms
[2022-02-06 16:39:04 main:574] : INFO : Epoch 1764 | loss: 0.031184 | val_loss: 0.0311866 | Time: 5669.4 ms
[2022-02-06 16:39:10 main:574] : INFO : Epoch 1765 | loss: 0.0311825 | val_loss: 0.0311835 | Time: 5619.84 ms
[2022-02-06 16:39:16 main:574] : INFO : Epoch 1766 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 5445.27 ms
[2022-02-06 16:39:21 main:574] : INFO : Epoch 1767 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 5551.59 ms
[2022-02-06 16:39:27 main:574] : INFO : Epoch 1768 | loss: 0.0311813 | val_loss: 0.0311827 | Time: 5676.37 ms
[2022-02-06 16:39:33 main:574] : INFO : Epoch 1769 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 5579.59 ms
[2022-02-06 16:39:38 main:574] : INFO : Epoch 1770 | loss: 0.0311848 | val_loss: 0.0311824 | Time: 5542.11 ms
[2022-02-06 16:39:44 main:574] : INFO : Epoch 1771 | loss: 0.0311819 | val_loss: 0.0311808 | Time: 5604.41 ms
[2022-02-06 16:39:50 main:574] : INFO : Epoch 1772 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 5445.88 ms
[2022-02-06 16:39:55 main:574] : INFO : Epoch 1773 | loss: 0.0311821 | val_loss: 0.0311812 | Time: 5584.19 ms
[2022-02-06 16:40:01 main:574] : INFO : Epoch 1774 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 5396.02 ms
[2022-02-06 16:40:07 main:574] : INFO : Epoch 1775 | loss: 0.0311796 | val_loss: 0.031181 | Time: 5722.25 ms
[2022-02-06 16:40:12 main:574] : INFO : Epoch 1776 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 5481.18 ms
[2022-02-06 16:40:18 main:574] : INFO : Epoch 1777 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 5627.28 ms
[2022-02-06 16:40:23 main:574] : INFO : Epoch 1778 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 5468.31 ms
[2022-02-06 16:40:29 main:574] : INFO : Epoch 1779 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 5486.13 ms
[2022-02-06 16:40:35 main:574] : INFO : Epoch 1780 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 5618.07 ms
[2022-02-06 16:40:40 main:574] : INFO : Epoch 1781 | loss: 0.0311813 | val_loss: 0.0311849 | Time: 5518.87 ms
[2022-02-06 16:40:46 main:574] : INFO : Epoch 1782 | loss: 0.0311805 | val_loss: 0.0311842 | Time: 5453.46 ms
[2022-02-06 16:40:52 main:574] : INFO : Epoch 1783 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 5598.81 ms
[2022-02-06 16:40:57 main:574] : INFO : Epoch 1784 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 5459.83 ms
[2022-02-06 16:41:03 main:574] : INFO : Epoch 1785 | loss: 0.0311837 | val_loss: 0.0311833 | Time: 5547.18 ms
[2022-02-06 16:41:09 main:574] : INFO : Epoch 1786 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 5835.05 ms
[2022-02-06 16:41:14 main:574] : INFO : Epoch 1787 | loss: 0.0311829 | val_loss: 0.0311831 | Time: 5559.34 ms
[2022-02-06 16:41:20 main:574] : INFO : Epoch 1788 | loss: 0.0311827 | val_loss: 0.0311823 | Time: 5729.37 ms
[2022-02-06 16:41:26 main:574] : INFO : Epoch 1789 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 5510.93 ms
[2022-02-06 16:41:31 main:574] : INFO : Epoch 1790 | loss: 0.0311804 | val_loss: 0.0311857 | Time: 5492.56 ms
[2022-02-06 16:41:37 main:574] : INFO : Epoch 1791 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 5690.11 ms
[2022-02-06 16:41:43 main:574] : INFO : Epoch 1792 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 5692.51 ms
[2022-02-06 16:41:49 main:574] : INFO : Epoch 1793 | loss: 0.0311794 | val_loss: 0.031182 | Time: 5525.03 ms
[2022-02-06 16:41:54 main:574] : INFO : Epoch 1794 | loss: 0.0311786 | val_loss: 0.0311815 | Time: 5581.45 ms
[2022-02-06 16:42:00 main:574] : INFO : Epoch 1795 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 5506.88 ms
[2022-02-06 16:42:05 main:574] : INFO : Epoch 1796 | loss: 0.0311831 | val_loss: 0.0311989 | Time: 5504.3 ms
[2022-02-06 16:42:11 main:574] : INFO : Epoch 1797 | loss: 0.0311878 | val_loss: 0.0311865 | Time: 5681.11 ms
[2022-02-06 16:42:17 main:574] : INFO : Epoch 1798 | loss: 0.0311885 | val_loss: 0.0311941 | Time: 5548.75 ms
[2022-02-06 16:42:22 main:574] : INFO : Epoch 1799 | loss: 0.0311946 | val_loss: 0.0311897 | Time: 5568.95 ms
[2022-02-06 16:42:28 main:574] : INFO : Epoch 1800 | loss: 0.0311916 | val_loss: 0.031188 | Time: 5418.14 ms
[2022-02-06 16:42:34 main:574] : INFO : Epoch 1801 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 5580.54 ms
[2022-02-06 16:42:39 main:574] : INFO : Epoch 1802 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 5699.45 ms
[2022-02-06 16:42:45 main:574] : INFO : Epoch 1803 | loss: 0.0311965 | val_loss: 0.0311917 | Time: 5660.69 ms
[2022-02-06 16:42:51 main:574] : INFO : Epoch 1804 | loss: 0.0311967 | val_loss: 0.0311945 | Time: 5519.49 ms
[2022-02-06 16:42:56 main:574] : INFO : Epoch 1805 | loss: 0.0311954 | val_loss: 0.0311927 | Time: 5491.02 ms
[2022-02-06 16:43:02 main:574] : INFO : Epoch 1806 | loss: 0.0311965 | val_loss: 0.0311919 | Time: 5536.82 ms
[2022-02-06 16:43:08 main:574] : INFO : Epoch 1807 | loss: 0.0311942 | val_loss: 0.0311927 | Time: 5775.01 ms
[2022-02-06 16:43:13 main:574] : INFO : Epoch 1808 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 5539.23 ms
[2022-02-06 16:43:19 main:574] : INFO : Epoch 1809 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 5523.79 ms
[2022-02-06 16:43:25 main:574] : INFO : Epoch 1810 | loss: 0.0311937 | val_loss: 0.0312004 | Time: 5615.53 ms
[2022-02-06 16:43:30 main:574] : INFO : Epoch 1811 | loss: 0.0311921 | val_loss: 0.0311907 | Time: 5532.99 ms
[2022-02-06 16:43:36 main:574] : INFO : Epoch 1812 | loss: 0.031191 | val_loss: 0.0311898 | Time: 5545.38 ms
[2022-02-06 16:43:42 main:574] : INFO : Epoch 1813 | loss: 0.0311885 | val_loss: 0.031189 | Time: 5666.14 ms
[2022-02-06 16:43:47 main:574] : INFO : Epoch 1814 | loss: 0.0311871 | val_loss: 0.0311874 | Time: 5537.33 ms
[2022-02-06 16:43:53 main:574] : INFO : Epoch 1815 | loss: 0.0311867 | val_loss: 0.0311882 | Time: 5546.71 ms
[2022-02-06 16:43:59 main:574] : INFO : Epoch 1816 | loss: 0.031187 | val_loss: 0.031187 | Time: 5515.14 ms
[2022-02-06 16:44:04 main:574] : INFO : Epoch 1817 | loss: 0.0311862 | val_loss: 0.0311875 | Time: 5641.9 ms
[2022-02-06 16:44:10 main:574] : INFO : Epoch 1818 | loss: 0.0311875 | val_loss: 0.0311868 | Time: 5468.68 ms
[2022-02-06 16:44:16 main:574] : INFO : Epoch 1819 | loss: 0.0311863 | val_loss: 0.0311853 | Time: 5604.94 ms
[2022-02-06 16:44:21 main:574] : INFO : Epoch 1820 | loss: 0.0311875 | val_loss: 0.0311858 | Time: 5618.16 ms
[2022-02-06 16:44:27 main:574] : INFO : Epoch 1821 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 5563.01 ms
[2022-02-06 16:44:33 main:574] : INFO : Epoch 1822 | loss: 0.031187 | val_loss: 0.0311973 | Time: 5668.93 ms
[2022-02-06 16:44:38 main:574] : INFO : Epoch 1823 | loss: 0.0311879 | val_loss: 0.0311869 | Time: 5579.05 ms
[2022-02-06 16:44:44 main:574] : INFO : Epoch 1824 | loss: 0.031185 | val_loss: 0.0311901 | Time: 5605.43 ms
[2022-02-06 16:44:50 main:574] : INFO : Epoch 1825 | loss: 0.031186 | val_loss: 0.0311862 | Time: 5655.01 ms
[2022-02-06 16:44:55 main:574] : INFO : Epoch 1826 | loss: 0.0311857 | val_loss: 0.0311908 | Time: 5588.72 ms
[2022-02-06 16:45:01 main:574] : INFO : Epoch 1827 | loss: 0.0311858 | val_loss: 0.0311871 | Time: 5518.54 ms
[2022-02-06 16:45:07 main:574] : INFO : Epoch 1828 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 5713.94 ms
[2022-02-06 16:45:13 main:574] : INFO : Epoch 1829 | loss: 0.0311847 | val_loss: 0.0311863 | Time: 5536.96 ms
[2022-02-06 16:45:18 main:574] : INFO : Epoch 1830 | loss: 0.0311849 | val_loss: 0.0311887 | Time: 5359.13 ms
[2022-02-06 16:45:24 main:574] : INFO : Epoch 1831 | loss: 0.031186 | val_loss: 0.0311885 | Time: 5590.39 ms
[2022-02-06 16:45:29 main:574] : INFO : Epoch 1832 | loss: 0.031184 | val_loss: 0.0311929 | Time: 5459.86 ms
[2022-02-06 16:45:35 main:574] : INFO : Epoch 1833 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 5421.77 ms
[2022-02-06 16:45:40 main:574] : INFO : Epoch 1834 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 5655.94 ms
[2022-02-06 16:45:46 main:574] : INFO : Epoch 1835 | loss: 0.031187 | val_loss: 0.03119 | Time: 5534.38 ms
[2022-02-06 16:45:51 main:574] : INFO : Epoch 1836 | loss: 0.0311858 | val_loss: 0.0311882 | Time: 5352.85 ms
[2022-02-06 16:45:57 main:574] : INFO : Epoch 1837 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 5663.86 ms
[2022-02-06 16:46:03 main:574] : INFO : Epoch 1838 | loss: 0.0311867 | val_loss: 0.0311857 | Time: 5620.35 ms
[2022-02-06 16:46:08 main:574] : INFO : Epoch 1839 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 5481.39 ms
[2022-02-06 16:46:14 main:574] : INFO : Epoch 1840 | loss: 0.0311843 | val_loss: 0.0311882 | Time: 5518.48 ms
[2022-02-06 16:46:20 main:574] : INFO : Epoch 1841 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 5503.78 ms
[2022-02-06 16:46:25 main:574] : INFO : Epoch 1842 | loss: 0.0311858 | val_loss: 0.0311857 | Time: 5596.4 ms
[2022-02-06 16:46:31 main:574] : INFO : Epoch 1843 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 5398.59 ms
[2022-02-06 16:46:37 main:574] : INFO : Epoch 1844 | loss: 0.0311827 | val_loss: 0.0311893 | Time: 5671.36 ms
[2022-02-06 16:46:42 main:574] : INFO : Epoch 1845 | loss: 0.0311837 | val_loss: 0.0311852 | Time: 5419.12 ms
[2022-02-06 16:46:48 main:574] : INFO : Epoch 1846 | loss: 0.0311827 | val_loss: 0.031189 | Time: 5757.05 ms
[2022-02-06 16:46:54 main:574] : INFO : Epoch 1847 | loss: 0.0311826 | val_loss: 0.0311881 | Time: 5699.29 ms
[2022-02-06 16:46:59 main:574] : INFO : Epoch 1848 | loss: 0.0311837 | val_loss: 0.0311888 | Time: 5477.3 ms
[2022-02-06 16:47:05 main:574] : INFO : Epoch 1849 | loss: 0.0311834 | val_loss: 0.0311887 | Time: 5618.26 ms
[2022-02-06 16:47:11 main:574] : INFO : Epoch 1850 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 5678.45 ms
[2022-02-06 16:47:16 main:574] : INFO : Epoch 1851 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 5544.69 ms
[2022-02-06 16:47:22 main:574] : INFO : Epoch 1852 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 5466.57 ms
[2022-02-06 16:47:28 main:574] : INFO : Epoch 1853 | loss: 0.0311805 | val_loss: 0.0311855 | Time: 5822.93 ms
[2022-02-06 16:47:33 main:574] : INFO : Epoch 1854 | loss: 0.0311811 | val_loss: 0.0311925 | Time: 5467.49 ms
[2022-02-06 16:47:39 main:574] : INFO : Epoch 1855 | loss: 0.0311829 | val_loss: 0.0311855 | Time: 5634.23 ms
[2022-02-06 16:47:45 main:574] : INFO : Epoch 1856 | loss: 0.031181 | val_loss: 0.0311856 | Time: 5490.72 ms
[2022-02-06 16:47:50 main:574] : INFO : Epoch 1857 | loss: 0.0311812 | val_loss: 0.0311856 | Time: 5610.8 ms
[2022-02-06 16:47:56 main:574] : INFO : Epoch 1858 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 5303.16 ms
[2022-02-06 16:48:01 main:574] : INFO : Epoch 1859 | loss: 0.0311797 | val_loss: 0.0311927 | Time: 5535.85 ms
[2022-02-06 16:48:07 main:574] : INFO : Epoch 1860 | loss: 0.031181 | val_loss: 0.031186 | Time: 5644.59 ms
[2022-02-06 16:48:12 main:574] : INFO : Epoch 1861 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 5276.23 ms
[2022-02-06 16:48:18 main:574] : INFO : Epoch 1862 | loss: 0.0311803 | val_loss: 0.0311867 | Time: 5485.4 ms
[2022-02-06 16:48:24 main:574] : INFO : Epoch 1863 | loss: 0.0311794 | val_loss: 0.0311882 | Time: 5647.99 ms
[2022-02-06 16:48:29 main:574] : INFO : Epoch 1864 | loss: 0.0311807 | val_loss: 0.0311862 | Time: 5617.37 ms
[2022-02-06 16:48:35 main:574] : INFO : Epoch 1865 | loss: 0.0311899 | val_loss: 0.0312223 | Time: 5480.09 ms
[2022-02-06 16:48:41 main:574] : INFO : Epoch 1866 | loss: 0.0315314 | val_loss: 0.0356013 | Time: 5654.61 ms
[2022-02-06 16:48:46 main:574] : INFO : Epoch 1867 | loss: 0.0329369 | val_loss: 0.0319178 | Time: 5612.14 ms
[2022-02-06 16:48:52 main:574] : INFO : Epoch 1868 | loss: 0.0317413 | val_loss: 0.0313583 | Time: 5542.8 ms
[2022-02-06 16:48:58 main:574] : INFO : Epoch 1869 | loss: 0.0313282 | val_loss: 0.0312814 | Time: 5686.32 ms
[2022-02-06 16:49:03 main:574] : INFO : Epoch 1870 | loss: 0.0312517 | val_loss: 0.0312369 | Time: 5560.39 ms
[2022-02-06 16:49:09 main:574] : INFO : Epoch 1871 | loss: 0.0312269 | val_loss: 0.0312135 | Time: 5453.44 ms
[2022-02-06 16:49:15 main:574] : INFO : Epoch 1872 | loss: 0.0312083 | val_loss: 0.0312028 | Time: 5598.02 ms
[2022-02-06 16:49:20 main:574] : INFO : Epoch 1873 | loss: 0.0311983 | val_loss: 0.031196 | Time: 5474.26 ms
[2022-02-06 16:49:26 main:574] : INFO : Epoch 1874 | loss: 0.0311924 | val_loss: 0.0311933 | Time: 5481.94 ms
[2022-02-06 16:49:32 main:574] : INFO : Epoch 1875 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 5774.84 ms
[2022-02-06 16:49:37 main:574] : INFO : Epoch 1876 | loss: 0.0311874 | val_loss: 0.0311901 | Time: 5399.21 ms
[2022-02-06 16:49:43 main:574] : INFO : Epoch 1877 | loss: 0.031186 | val_loss: 0.0311884 | Time: 5490.98 ms
[2022-02-06 16:49:48 main:574] : INFO : Epoch 1878 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 5577.92 ms
[2022-02-06 16:49:54 main:574] : INFO : Epoch 1879 | loss: 0.0311835 | val_loss: 0.0311932 | Time: 5591.91 ms
[2022-02-06 16:50:00 main:574] : INFO : Epoch 1880 | loss: 0.0311845 | val_loss: 0.0311874 | Time: 5521.93 ms
[2022-02-06 16:50:05 main:574] : INFO : Epoch 1881 | loss: 0.031184 | val_loss: 0.0311904 | Time: 5445.82 ms
[2022-02-06 16:50:11 main:574] : INFO : Epoch 1882 | loss: 0.0311817 | val_loss: 0.0311869 | Time: 5711.06 ms
[2022-02-06 16:50:16 main:574] : INFO : Epoch 1883 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 5464.75 ms
[2022-02-06 16:50:22 main:574] : INFO : Epoch 1884 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 5436.25 ms
[2022-02-06 16:50:28 main:574] : INFO : Epoch 1885 | loss: 0.0311832 | val_loss: 0.0311953 | Time: 5631.37 ms
[2022-02-06 16:50:33 main:574] : INFO : Epoch 1886 | loss: 0.031183 | val_loss: 0.031188 | Time: 5606.21 ms
[2022-02-06 16:50:39 main:574] : INFO : Epoch 1887 | loss: 0.0311804 | val_loss: 0.0311867 | Time: 5690.95 ms
[2022-02-06 16:50:45 main:574] : INFO : Epoch 1888 | loss: 0.0311793 | val_loss: 0.0311871 | Time: 5600.06 ms
[2022-02-06 16:50:50 main:574] : INFO : Epoch 1889 | loss: 0.0311792 | val_loss: 0.0311863 | Time: 5543.09 ms
[2022-02-06 16:50:56 main:574] : INFO : Epoch 1890 | loss: 0.0311806 | val_loss: 0.031189 | Time: 5365.53 ms
[2022-02-06 16:51:02 main:574] : INFO : Epoch 1891 | loss: 0.0311795 | val_loss: 0.0311866 | Time: 5566.23 ms
[2022-02-06 16:51:07 main:574] : INFO : Epoch 1892 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 5649.33 ms
[2022-02-06 16:51:13 main:574] : INFO : Epoch 1893 | loss: 0.031179 | val_loss: 0.03119 | Time: 5455.96 ms
[2022-02-06 16:51:18 main:574] : INFO : Epoch 1894 | loss: 0.0311792 | val_loss: 0.031187 | Time: 5457.14 ms
[2022-02-06 16:51:24 main:574] : INFO : Epoch 1895 | loss: 0.031178 | val_loss: 0.0311865 | Time: 5607.33 ms
[2022-02-06 16:51:30 main:574] : INFO : Epoch 1896 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 5490.38 ms
[2022-02-06 16:51:35 main:574] : INFO : Epoch 1897 | loss: 0.031177 | val_loss: 0.031187 | Time: 5455.01 ms
[2022-02-06 16:51:41 main:574] : INFO : Epoch 1898 | loss: 0.0311767 | val_loss: 0.031187 | Time: 5481.3 ms
[2022-02-06 16:51:47 main:574] : INFO : Epoch 1899 | loss: 0.0311777 | val_loss: 0.0311867 | Time: 5740.77 ms
[2022-02-06 16:51:52 main:574] : INFO : Epoch 1900 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 5492.05 ms
[2022-02-06 16:51:58 main:574] : INFO : Epoch 1901 | loss: 0.0311801 | val_loss: 0.0311863 | Time: 5570.74 ms
[2022-02-06 16:52:04 main:574] : INFO : Epoch 1902 | loss: 0.0311787 | val_loss: 0.0311914 | Time: 5610.76 ms
[2022-02-06 16:52:09 main:574] : INFO : Epoch 1903 | loss: 0.0311789 | val_loss: 0.0311877 | Time: 5474.76 ms
[2022-02-06 16:52:15 main:574] : INFO : Epoch 1904 | loss: 0.0311777 | val_loss: 0.031186 | Time: 5457.64 ms
[2022-02-06 16:52:20 main:574] : INFO : Epoch 1905 | loss: 0.0311769 | val_loss: 0.0311871 | Time: 5672.32 ms
[2022-02-06 16:52:26 main:574] : INFO : Epoch 1906 | loss: 0.0311854 | val_loss: 0.0311907 | Time: 5455.26 ms
[2022-02-06 16:52:31 main:574] : INFO : Epoch 1907 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 5396.65 ms
[2022-02-06 16:52:37 main:574] : INFO : Epoch 1908 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 5491.31 ms
[2022-02-06 16:52:42 main:574] : INFO : Epoch 1909 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 5403.4 ms
[2022-02-06 16:52:48 main:574] : INFO : Epoch 1910 | loss: 0.0311796 | val_loss: 0.0311864 | Time: 5343 ms
[2022-02-06 16:52:54 main:574] : INFO : Epoch 1911 | loss: 0.0311789 | val_loss: 0.0311869 | Time: 5620.31 ms
[2022-02-06 16:52:59 main:574] : INFO : Epoch 1912 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 5709.95 ms
[2022-02-06 16:53:05 main:574] : INFO : Epoch 1913 | loss: 0.0311782 | val_loss: 0.03119 | Time: 5398.11 ms
[2022-02-06 16:53:10 main:574] : INFO : Epoch 1914 | loss: 0.0311782 | val_loss: 0.0311875 | Time: 5462.4 ms
[2022-02-06 16:53:16 main:574] : INFO : Epoch 1915 | loss: 0.0311802 | val_loss: 0.0311872 | Time: 5680.6 ms
[2022-02-06 16:53:22 main:574] : INFO : Epoch 1916 | loss: 0.0311773 | val_loss: 0.0311877 | Time: 5474.45 ms
[2022-02-06 16:53:27 main:574] : INFO : Epoch 1917 | loss: 0.0311783 | val_loss: 0.0311857 | Time: 5322.8 ms
[2022-02-06 16:53:33 main:574] : INFO : Epoch 1918 | loss: 0.0311766 | val_loss: 0.0311864 | Time: 5567.35 ms
[2022-02-06 16:53:38 main:574] : INFO : Epoch 1919 | loss: 0.0311774 | val_loss: 0.0311907 | Time: 5518.71 ms
[2022-02-06 16:53:44 main:574] : INFO : Epoch 1920 | loss: 0.0311767 | val_loss: 0.0311857 | Time: 5672.46 ms
[2022-02-06 16:53:50 main:574] : INFO : Epoch 1921 | loss: 0.0311772 | val_loss: 0.0311865 | Time: 5469.37 ms
[2022-02-06 16:53:55 main:574] : INFO : Epoch 1922 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 5500.95 ms
[2022-02-06 16:54:01 main:574] : INFO : Epoch 1923 | loss: 0.0311775 | val_loss: 0.0311862 | Time: 5730.37 ms
[2022-02-06 16:54:07 main:574] : INFO : Epoch 1924 | loss: 0.0311775 | val_loss: 0.0311856 | Time: 5418.3 ms
[2022-02-06 16:54:12 main:574] : INFO : Epoch 1925 | loss: 0.0311758 | val_loss: 0.0311854 | Time: 5559.27 ms
[2022-02-06 16:54:18 main:574] : INFO : Epoch 1926 | loss: 0.0311789 | val_loss: 0.0311868 | Time: 5530.59 ms
[2022-02-06 16:54:23 main:574] : INFO : Epoch 1927 | loss: 0.0311761 | val_loss: 0.0311947 | Time: 5385.61 ms
[2022-02-06 16:54:29 main:574] : INFO : Epoch 1928 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 5485.15 ms
[2022-02-06 16:54:35 main:574] : INFO : Epoch 1929 | loss: 0.0311752 | val_loss: 0.0311845 | Time: 5642.17 ms
[2022-02-06 16:54:40 main:574] : INFO : Epoch 1930 | loss: 0.0311762 | val_loss: 0.0311866 | Time: 5396.77 ms
[2022-02-06 16:54:46 main:574] : INFO : Epoch 1931 | loss: 0.0311745 | val_loss: 0.0311857 | Time: 5578.45 ms
[2022-02-06 16:54:51 main:574] : INFO : Epoch 1932 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 5446.68 ms
[2022-02-06 16:54:57 main:574] : INFO : Epoch 1933 | loss: 0.0311749 | val_loss: 0.0311853 | Time: 5660.09 ms
[2022-02-06 16:55:03 main:574] : INFO : Epoch 1934 | loss: 0.0311737 | val_loss: 0.0311851 | Time: 5577.99 ms
[2022-02-06 16:55:08 main:574] : INFO : Epoch 1935 | loss: 0.0311738 | val_loss: 0.0311886 | Time: 5626.27 ms
[2022-02-06 16:55:14 main:574] : INFO : Epoch 1936 | loss: 0.0311744 | val_loss: 0.0311867 | Time: 5772.33 ms
[2022-02-06 16:55:20 main:574] : INFO : Epoch 1937 | loss: 0.0311744 | val_loss: 0.0311865 | Time: 5585.99 ms
[2022-02-06 16:55:25 main:574] : INFO : Epoch 1938 | loss: 0.0311754 | val_loss: 0.0311857 | Time: 5308.05 ms
[2022-02-06 16:55:31 main:574] : INFO : Epoch 1939 | loss: 0.031174 | val_loss: 0.0311842 | Time: 5411.01 ms
[2022-02-06 16:55:36 main:574] : INFO : Epoch 1940 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 5667.88 ms
[2022-02-06 16:55:42 main:574] : INFO : Epoch 1941 | loss: 0.0311758 | val_loss: 0.0311851 | Time: 5460.89 ms
[2022-02-06 16:55:48 main:574] : INFO : Epoch 1942 | loss: 0.031175 | val_loss: 0.0311863 | Time: 5632.23 ms
[2022-02-06 16:55:53 main:574] : INFO : Epoch 1943 | loss: 0.0311738 | val_loss: 0.0311867 | Time: 5590.1 ms
[2022-02-06 16:55:59 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.0311848 | Time: 5489.77 ms
[2022-02-06 16:56:04 main:574] : INFO : Epoch 1945 | loss: 0.0311765 | val_loss: 0.0311934 | Time: 5491.63 ms
[2022-02-06 16:56:10 main:574] : INFO : Epoch 1946 | loss: 0.0311788 | val_loss: 0.0311898 | Time: 5535.04 ms
[2022-02-06 16:56:16 main:574] : INFO : Epoch 1947 | loss: 0.0311773 | val_loss: 0.0311856 | Time: 5688.24 ms
[2022-02-06 16:56:21 main:574] : INFO : Epoch 1948 | loss: 0.0311775 | val_loss: 0.0311848 | Time: 5453.56 ms
[2022-02-06 16:56:27 main:574] : INFO : Epoch 1949 | loss: 0.0311796 | val_loss: 0.0311871 | Time: 5458 ms
[2022-02-06 16:56:32 main:574] : INFO : Epoch 1950 | loss: 0.0311758 | val_loss: 0.031189 | Time: 5244.76 ms
[2022-02-06 16:56:38 main:574] : INFO : Epoch 1951 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 5604.41 ms
[2022-02-06 16:56:44 main:574] : INFO : Epoch 1952 | loss: 0.0311757 | val_loss: 0.0311901 | Time: 5539.93 ms
[2022-02-06 16:56:49 main:574] : INFO : Epoch 1953 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 5641.93 ms
[2022-02-06 16:56:55 main:574] : INFO : Epoch 1954 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 5654.81 ms
[2022-02-06 16:57:01 main:574] : INFO : Epoch 1955 | loss: 0.0311759 | val_loss: 0.0311842 | Time: 5556.9 ms
[2022-02-06 16:57:06 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 5692.05 ms
[2022-02-06 16:57:12 main:574] : INFO : Epoch 1957 | loss: 0.031174 | val_loss: 0.0311856 | Time: 5541.97 ms
[2022-02-06 16:57:18 main:574] : INFO : Epoch 1958 | loss: 0.0311741 | val_loss: 0.031185 | Time: 5629.19 ms
[2022-02-06 16:57:24 main:574] : INFO : Epoch 1959 | loss: 0.0311755 | val_loss: 0.0311846 | Time: 5686.83 ms
[2022-02-06 16:57:29 main:574] : INFO : Epoch 1960 | loss: 0.0311754 | val_loss: 0.0311846 | Time: 5590.34 ms
[2022-02-06 16:57:35 main:574] : INFO : Epoch 1961 | loss: 0.0311738 | val_loss: 0.0311862 | Time: 5534.02 ms
[2022-02-06 16:57:41 main:574] : INFO : Epoch 1962 | loss: 0.0311749 | val_loss: 0.0311823 | Time: 5673.43 ms
[2022-02-06 16:57:46 main:574] : INFO : Epoch 1963 | loss: 0.0311749 | val_loss: 0.031182 | Time: 5355.19 ms
[2022-02-06 16:57:52 main:574] : INFO : Epoch 1964 | loss: 0.0311735 | val_loss: 0.0311832 | Time: 5571.42 ms
[2022-02-06 16:57:57 main:574] : INFO : Epoch 1965 | loss: 0.0311728 | val_loss: 0.031183 | Time: 5604.75 ms
[2022-02-06 16:58:03 main:574] : INFO : Epoch 1966 | loss: 0.0311761 | val_loss: 0.0311836 | Time: 5378.65 ms
[2022-02-06 16:58:09 main:574] : INFO : Epoch 1967 | loss: 0.0311768 | val_loss: 0.0311847 | Time: 5654.3 ms
[2022-02-06 16:58:14 main:574] : INFO : Epoch 1968 | loss: 0.0311753 | val_loss: 0.031184 | Time: 5518.89 ms
[2022-02-06 16:58:20 main:574] : INFO : Epoch 1969 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 5504.99 ms
[2022-02-06 16:58:25 main:574] : INFO : Epoch 1970 | loss: 0.031175 | val_loss: 0.0311821 | Time: 5615.56 ms
[2022-02-06 16:58:31 main:574] : INFO : Epoch 1971 | loss: 0.031176 | val_loss: 0.0311861 | Time: 5619.25 ms
[2022-02-06 16:58:37 main:574] : INFO : Epoch 1972 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 5619.2 ms
[2022-02-06 16:58:43 main:574] : INFO : Epoch 1973 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 5628.76 ms
[2022-02-06 16:58:48 main:574] : INFO : Epoch 1974 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 5465.87 ms
[2022-02-06 16:58:54 main:574] : INFO : Epoch 1975 | loss: 0.0311777 | val_loss: 0.0311818 | Time: 5696.87 ms
[2022-02-06 16:58:59 main:574] : INFO : Epoch 1976 | loss: 0.0311782 | val_loss: 0.031185 | Time: 5530.42 ms
[2022-02-06 16:59:05 main:574] : INFO : Epoch 1977 | loss: 0.0311807 | val_loss: 0.0311838 | Time: 5634.76 ms
[2022-02-06 16:59:11 main:574] : INFO : Epoch 1978 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 5617.65 ms
[2022-02-06 16:59:16 main:574] : INFO : Epoch 1979 | loss: 0.0311779 | val_loss: 0.0311829 | Time: 5432.57 ms
[2022-02-06 16:59:22 main:574] : INFO : Epoch 1980 | loss: 0.0311794 | val_loss: 0.031185 | Time: 5457.6 ms
[2022-02-06 16:59:28 main:574] : INFO : Epoch 1981 | loss: 0.0311808 | val_loss: 0.0311882 | Time: 5716.44 ms
[2022-02-06 16:59:33 main:574] : INFO : Epoch 1982 | loss: 0.0311815 | val_loss: 0.0311859 | Time: 5565.85 ms
[2022-02-06 16:59:39 main:574] : INFO : Epoch 1983 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 5652.37 ms
[2022-02-06 16:59:45 main:574] : INFO : Epoch 1984 | loss: 0.0311821 | val_loss: 0.031188 | Time: 5626.47 ms
[2022-02-06 16:59:50 main:574] : INFO : Epoch 1985 | loss: 0.0311864 | val_loss: 0.0311847 | Time: 5420.21 ms
[2022-02-06 16:59:56 main:574] : INFO : Epoch 1986 | loss: 0.0311838 | val_loss: 0.0311852 | Time: 5485.15 ms
[2022-02-06 17:00:02 main:574] : INFO : Epoch 1987 | loss: 0.0311845 | val_loss: 0.0311929 | Time: 5600.1 ms
[2022-02-06 17:00:07 main:574] : INFO : Epoch 1988 | loss: 0.0311857 | val_loss: 0.0311892 | Time: 5447.62 ms
[2022-02-06 17:00:13 main:574] : INFO : Epoch 1989 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 5438.09 ms
[2022-02-06 17:00:18 main:574] : INFO : Epoch 1990 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 5465.27 ms
[2022-02-06 17:00:24 main:574] : INFO : Epoch 1991 | loss: 0.031188 | val_loss: 0.0311923 | Time: 5585.26 ms
[2022-02-06 17:00:29 main:574] : INFO : Epoch 1992 | loss: 0.0311872 | val_loss: 0.0311929 | Time: 5547.32 ms
[2022-02-06 17:00:35 main:574] : INFO : Epoch 1993 | loss: 0.031186 | val_loss: 0.0311922 | Time: 5375.72 ms
[2022-02-06 17:00:41 main:574] : INFO : Epoch 1994 | loss: 0.0311856 | val_loss: 0.0311908 | Time: 5519.31 ms
[2022-02-06 17:00:46 main:574] : INFO : Epoch 1995 | loss: 0.031185 | val_loss: 0.0311907 | Time: 5573.13 ms
[2022-02-06 17:00:52 main:574] : INFO : Epoch 1996 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 5410.59 ms
[2022-02-06 17:00:57 main:574] : INFO : Epoch 1997 | loss: 0.031184 | val_loss: 0.0311926 | Time: 5493.54 ms
[2022-02-06 17:01:03 main:574] : INFO : Epoch 1998 | loss: 0.031198 | val_loss: 0.031205 | Time: 5735.08 ms
[2022-02-06 17:01:09 main:574] : INFO : Epoch 1999 | loss: 0.0312078 | val_loss: 0.0312025 | Time: 5534.01 ms
[2022-02-06 17:01:14 main:574] : INFO : Epoch 2000 | loss: 0.0312062 | val_loss: 0.0311999 | Time: 5644.71 ms
[2022-02-06 17:01:20 main:574] : INFO : Epoch 2001 | loss: 0.0312038 | val_loss: 0.0311973 | Time: 5563.31 ms
[2022-02-06 17:01:26 main:574] : INFO : Epoch 2002 | loss: 0.0312014 | val_loss: 0.0311972 | Time: 5458.24 ms
[2022-02-06 17:01:31 main:574] : INFO : Epoch 2003 | loss: 0.031202 | val_loss: 0.0312009 | Time: 5611.24 ms
[2022-02-06 17:01:37 main:574] : INFO : Epoch 2004 | loss: 0.0312056 | val_loss: 0.0312055 | Time: 5643.28 ms
[2022-02-06 17:01:42 main:574] : INFO : Epoch 2005 | loss: 0.0312187 | val_loss: 0.0312265 | Time: 5398.14 ms
[2022-02-06 17:01:48 main:574] : INFO : Epoch 2006 | loss: 0.0312293 | val_loss: 0.0312238 | Time: 5569.22 ms
[2022-02-06 17:01:54 main:574] : INFO : Epoch 2007 | loss: 0.0312261 | val_loss: 0.0312194 | Time: 5634.27 ms
[2022-02-06 17:02:00 main:574] : INFO : Epoch 2008 | loss: 0.0312233 | val_loss: 0.0312188 | Time: 5782.06 ms
[2022-02-06 17:02:05 main:574] : INFO : Epoch 2009 | loss: 0.0312219 | val_loss: 0.0312169 | Time: 5680.13 ms
[2022-02-06 17:02:11 main:574] : INFO : Epoch 2010 | loss: 0.0312183 | val_loss: 0.0312146 | Time: 5551.18 ms
[2022-02-06 17:02:17 main:574] : INFO : Epoch 2011 | loss: 0.0312168 | val_loss: 0.0312129 | Time: 5407.61 ms
[2022-02-06 17:02:22 main:574] : INFO : Epoch 2012 | loss: 0.0312158 | val_loss: 0.0312133 | Time: 5470.22 ms
[2022-02-06 17:02:28 main:574] : INFO : Epoch 2013 | loss: 0.0312159 | val_loss: 0.0312142 | Time: 5659.31 ms
[2022-02-06 17:02:33 main:574] : INFO : Epoch 2014 | loss: 0.0312156 | val_loss: 0.031212 | Time: 5511.94 ms
[2022-02-06 17:02:39 main:574] : INFO : Epoch 2015 | loss: 0.0312144 | val_loss: 0.0312114 | Time: 5453.19 ms
[2022-02-06 17:02:45 main:574] : INFO : Epoch 2016 | loss: 0.0312129 | val_loss: 0.0312107 | Time: 5575.96 ms
[2022-02-06 17:02:50 main:574] : INFO : Epoch 2017 | loss: 0.0312122 | val_loss: 0.03121 | Time: 5479.74 ms
[2022-02-06 17:02:56 main:574] : INFO : Epoch 2018 | loss: 0.031212 | val_loss: 0.0312105 | Time: 5552.26 ms
[2022-02-06 17:03:01 main:574] : INFO : Epoch 2019 | loss: 0.0312122 | val_loss: 0.0312096 | Time: 5439.34 ms
[2022-02-06 17:03:07 main:574] : INFO : Epoch 2020 | loss: 0.0312119 | val_loss: 0.0312115 | Time: 5549.16 ms
[2022-02-06 17:03:13 main:574] : INFO : Epoch 2021 | loss: 0.0312123 | val_loss: 0.031209 | Time: 5488.3 ms
[2022-02-06 17:03:18 main:574] : INFO : Epoch 2022 | loss: 0.0312112 | val_loss: 0.0312092 | Time: 5563.9 ms
[2022-02-06 17:03:24 main:574] : INFO : Epoch 2023 | loss: 0.0312105 | val_loss: 0.0312094 | Time: 5570.88 ms
[2022-02-06 17:03:30 main:574] : INFO : Epoch 2024 | loss: 0.0312097 | val_loss: 0.0312082 | Time: 5534.33 ms
[2022-02-06 17:03:35 main:574] : INFO : Epoch 2025 | loss: 0.0312094 | val_loss: 0.0312079 | Time: 5463.23 ms
[2022-02-06 17:03:41 main:574] : INFO : Epoch 2026 | loss: 0.0312088 | val_loss: 0.0312068 | Time: 5786.09 ms
[2022-02-06 17:03:47 main:574] : INFO : Epoch 2027 | loss: 0.0312068 | val_loss: 0.0312058 | Time: 5610.77 ms
[2022-02-06 17:03:52 main:574] : INFO : Epoch 2028 | loss: 0.0312063 | val_loss: 0.031205 | Time: 5574.46 ms
[2022-02-06 17:03:58 main:574] : INFO : Epoch 2029 | loss: 0.0312058 | val_loss: 0.0312052 | Time: 5623.26 ms
[2022-02-06 17:04:04 main:574] : INFO : Epoch 2030 | loss: 0.0312055 | val_loss: 0.0312038 | Time: 5550.91 ms
[2022-02-06 17:04:09 main:574] : INFO : Epoch 2031 | loss: 0.031205 | val_loss: 0.0312026 | Time: 5464.52 ms
[2022-02-06 17:04:15 main:574] : INFO : Epoch 2032 | loss: 0.0312051 | val_loss: 0.0312018 | Time: 5509.14 ms
[2022-02-06 17:04:20 main:574] : INFO : Epoch 2033 | loss: 0.0312033 | val_loss: 0.0312017 | Time: 5549.86 ms
[2022-02-06 17:04:26 main:574] : INFO : Epoch 2034 | loss: 0.0312044 | val_loss: 0.0312021 | Time: 5493.95 ms
[2022-02-06 17:04:32 main:574] : INFO : Epoch 2035 | loss: 0.0312041 | val_loss: 0.0312003 | Time: 5624.44 ms
[2022-02-06 17:04:37 main:574] : INFO : Epoch 2036 | loss: 0.0312036 | val_loss: 0.0311989 | Time: 5604.24 ms
[2022-02-06 17:04:43 main:574] : INFO : Epoch 2037 | loss: 0.0312024 | val_loss: 0.0311991 | Time: 5555.76 ms
[2022-02-06 17:04:49 main:574] : INFO : Epoch 2038 | loss: 0.031202 | val_loss: 0.0312007 | Time: 5635.55 ms
[2022-02-06 17:04:54 main:574] : INFO : Epoch 2039 | loss: 0.0312015 | val_loss: 0.0311978 | Time: 5340.93 ms
[2022-02-06 17:05:00 main:574] : INFO : Epoch 2040 | loss: 0.0312012 | val_loss: 0.031198 | Time: 5432.61 ms
[2022-02-06 17:05:06 main:574] : INFO : Epoch 2041 | loss: 0.0312007 | val_loss: 0.0311976 | Time: 5692.5 ms
[2022-02-06 17:05:11 main:574] : INFO : Epoch 2042 | loss: 0.0312005 | val_loss: 0.0312001 | Time: 5468.25 ms
[2022-02-06 17:05:17 main:574] : INFO : Epoch 2043 | loss: 0.031211 | val_loss: 0.0312354 | Time: 5525.42 ms
[2022-02-06 17:05:22 main:574] : INFO : Epoch 2044 | loss: 0.0312266 | val_loss: 0.0312235 | Time: 5379.59 ms
[2022-02-06 17:05:28 main:574] : INFO : Epoch 2045 | loss: 0.0312206 | val_loss: 0.0312216 | Time: 5607.8 ms
[2022-02-06 17:05:33 main:574] : INFO : Epoch 2046 | loss: 0.0312188 | val_loss: 0.0312191 | Time: 5571.4 ms
[2022-02-06 17:05:39 main:574] : INFO : Epoch 2047 | loss: 0.0312178 | val_loss: 0.031217 | Time: 5656.07 ms
[2022-02-06 17:05:45 main:574] : INFO : Epoch 2048 | loss: 0.0312163 | val_loss: 0.0312158 | Time: 5469.39 ms
[2022-02-06 17:05:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312158
[2022-02-06 17:05:45 main:603] : INFO : Saving end state to config to file
[2022-02-06 17:05:45 main:608] : INFO : Success, exiting..
17:05:45 (8496): 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)