Task 12633492
| Name | ParityModified-1639962850-10679-3-0_1 |
| Workunit | 8862108 |
| Created | 7 Mar 2022, 6:55:20 UTC |
| Sent | 7 Mar 2022, 7:14:57 UTC |
| Report deadline | 15 Mar 2022, 7:14:57 UTC |
| Received | 7 Mar 2022, 10:14:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16635 |
| Run time | 1 hours 14 min 13 sec |
| CPU time | 1 hours 12 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,158.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.69 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 2161.18 ms [2022-03-07 02:56:03 main:574] : INFO : Epoch 1543 | loss: 0.03117 | val_loss: 0.0311819 | Time: 2165.45 ms [2022-03-07 02:56:05 main:574] : INFO : Epoch 1544 | loss: 0.0311711 | val_loss: 0.0311833 | Time: 2159.98 ms [2022-03-07 02:56:07 main:574] : INFO : Epoch 1545 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2163.18 ms [2022-03-07 02:56:09 main:574] : INFO : Epoch 1546 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 2162.87 ms [2022-03-07 02:56:11 main:574] : INFO : Epoch 1547 | loss: 0.0311698 | val_loss: 0.0311806 | Time: 2163.88 ms [2022-03-07 02:56:13 main:574] : INFO : Epoch 1548 | loss: 0.0311717 | val_loss: 0.0311807 | Time: 2160.95 ms [2022-03-07 02:56:16 main:574] : INFO : Epoch 1549 | loss: 0.0311683 | val_loss: 0.0311785 | Time: 2163.81 ms [2022-03-07 02:56:18 main:574] : INFO : Epoch 1550 | loss: 0.0311685 | val_loss: 0.0311788 | Time: 2161.76 ms [2022-03-07 02:56:20 main:574] : INFO : Epoch 1551 | loss: 0.0311681 | val_loss: 0.0311796 | Time: 2162.15 ms [2022-03-07 02:56:22 main:574] : INFO : Epoch 1552 | loss: 0.0311686 | val_loss: 0.0311795 | Time: 2162.74 ms [2022-03-07 02:56:24 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311784 | Time: 2163.62 ms [2022-03-07 02:56:26 main:574] : INFO : Epoch 1554 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 2160.41 ms [2022-03-07 02:56:28 main:574] : INFO : Epoch 1555 | loss: 0.0311723 | val_loss: 0.0311824 | Time: 2160.93 ms [2022-03-07 02:56:31 main:574] : INFO : Epoch 1556 | loss: 0.0311708 | val_loss: 0.0311802 | Time: 2159.97 ms [2022-03-07 02:56:33 main:574] : INFO : Epoch 1557 | loss: 0.0311723 | val_loss: 0.0311795 | Time: 2160.48 ms [2022-03-07 02:56:35 main:574] : INFO : Epoch 1558 | loss: 0.031171 | val_loss: 0.0311801 | Time: 2160.68 ms [2022-03-07 02:56:37 main:574] : INFO : Epoch 1559 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 2160.75 ms [2022-03-07 02:56:39 main:574] : INFO : Epoch 1560 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2160.97 ms [2022-03-07 02:56:41 main:574] : INFO : Epoch 1561 | loss: 0.0311708 | val_loss: 0.0311803 | Time: 2161.64 ms [2022-03-07 02:56:44 main:574] : INFO : Epoch 1562 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 2161.74 ms [2022-03-07 02:56:46 main:574] : INFO : Epoch 1563 | loss: 0.0311686 | val_loss: 0.0311752 | Time: 2161.01 ms [2022-03-07 02:56:48 main:574] : INFO : Epoch 1564 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2160.51 ms [2022-03-07 02:56:50 main:574] : INFO : Epoch 1565 | loss: 0.0311669 | val_loss: 0.031175 | Time: 2161.34 ms [2022-03-07 02:56:52 main:574] : INFO : Epoch 1566 | loss: 0.0311666 | val_loss: 0.031175 | Time: 2161 ms [2022-03-07 02:56:54 main:574] : INFO : Epoch 1567 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 2160.36 ms [2022-03-07 02:56:57 main:574] : INFO : Epoch 1568 | loss: 0.0311656 | val_loss: 0.0311747 | Time: 2162.2 ms [2022-03-07 02:56:59 main:574] : INFO : Epoch 1569 | loss: 0.0311678 | val_loss: 0.031181 | Time: 2161.46 ms [2022-03-07 02:57:01 main:574] : INFO : Epoch 1570 | loss: 0.0311677 | val_loss: 0.0311745 | Time: 2162.07 ms [2022-03-07 02:57:03 main:574] : INFO : Epoch 1571 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2162.88 ms [2022-03-07 02:57:05 main:574] : INFO : Epoch 1572 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 2162.6 ms [2022-03-07 02:57:07 main:574] : INFO : Epoch 1573 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 2161.49 ms [2022-03-07 02:57:10 main:574] : INFO : Epoch 1574 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 2161.8 ms [2022-03-07 02:57:12 main:574] : INFO : Epoch 1575 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 2161.47 ms [2022-03-07 02:57:14 main:574] : INFO : Epoch 1576 | loss: 0.0311708 | val_loss: 0.0311749 | Time: 2161.3 ms [2022-03-07 02:57:16 main:574] : INFO : Epoch 1577 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 2160.38 ms [2022-03-07 02:57:18 main:574] : INFO : Epoch 1578 | loss: 0.0311688 | val_loss: 0.031176 | Time: 2161.59 ms [2022-03-07 02:57:20 main:574] : INFO : Epoch 1579 | loss: 0.0311686 | val_loss: 0.0311788 | Time: 2161.25 ms [2022-03-07 02:57:23 main:574] : INFO : Epoch 1580 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 2161.8 ms [2022-03-07 02:57:25 main:574] : INFO : Epoch 1581 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 2161.39 ms [2022-03-07 02:57:27 main:574] : INFO : Epoch 1582 | loss: 0.0311681 | val_loss: 0.031176 | Time: 2161.49 ms [2022-03-07 02:57:29 main:574] : INFO : Epoch 1583 | loss: 0.0311683 | val_loss: 0.0311842 | Time: 2163.25 ms [2022-03-07 02:57:31 main:574] : INFO : Epoch 1584 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 2161.68 ms [2022-03-07 02:57:33 main:574] : INFO : Epoch 1585 | loss: 0.0311676 | val_loss: 0.0311758 | Time: 2161.38 ms [2022-03-07 02:57:36 main:574] : INFO : Epoch 1586 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2162.7 ms [2022-03-07 02:57:38 main:574] : INFO : Epoch 1587 | loss: 0.0311653 | val_loss: 0.031175 | Time: 2161.53 ms [2022-03-07 02:57:40 main:574] : INFO : Epoch 1588 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2160.9 ms [2022-03-07 02:57:42 main:574] : INFO : Epoch 1589 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 2160.83 ms [2022-03-07 02:57:44 main:574] : INFO : Epoch 1590 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 2161.19 ms [2022-03-07 02:57:46 main:574] : INFO : Epoch 1591 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 2162.38 ms [2022-03-07 02:57:49 main:574] : INFO : Epoch 1592 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 2159.64 ms [2022-03-07 02:57:51 main:574] : INFO : Epoch 1593 | loss: 0.0311653 | val_loss: 0.0311753 | Time: 2161.31 ms [2022-03-07 02:57:53 main:574] : INFO : Epoch 1594 | loss: 0.0311666 | val_loss: 0.031174 | Time: 2160.08 ms [2022-03-07 02:57:55 main:574] : INFO : Epoch 1595 | loss: 0.0311678 | val_loss: 0.0311772 | Time: 2159.95 ms [2022-03-07 02:57:57 main:574] : INFO : Epoch 1596 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 2162.48 ms [2022-03-07 02:57:59 main:574] : INFO : Epoch 1597 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 2161.93 ms [2022-03-07 02:58:02 main:574] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311802 | Time: 2160.88 ms [2022-03-07 02:58:04 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311759 | Time: 2163.29 ms [2022-03-07 02:58:06 main:574] : INFO : Epoch 1600 | loss: 0.0311657 | val_loss: 0.0311751 | Time: 2161.5 ms [2022-03-07 02:58:08 main:574] : INFO : Epoch 1601 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 2161.42 ms [2022-03-07 02:58:10 main:574] : INFO : Epoch 1602 | loss: 0.0311648 | val_loss: 0.0311761 | Time: 2164.57 ms [2022-03-07 02:58:12 main:574] : INFO : Epoch 1603 | loss: 0.031165 | val_loss: 0.0311755 | Time: 2161.78 ms [2022-03-07 02:58:14 main:574] : INFO : Epoch 1604 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 2164.01 ms [2022-03-07 02:58:17 main:574] : INFO : Epoch 1605 | loss: 0.0311652 | val_loss: 0.0311765 | Time: 2161.9 ms [2022-03-07 02:58:19 main:574] : INFO : Epoch 1606 | loss: 0.031168 | val_loss: 0.0311754 | Time: 2161.74 ms [2022-03-07 02:58:21 main:574] : INFO : Epoch 1607 | loss: 0.0311672 | val_loss: 0.0311738 | Time: 2161.81 ms [2022-03-07 02:58:23 main:574] : INFO : Epoch 1608 | loss: 0.0311686 | val_loss: 0.0311809 | Time: 2160.9 ms [2022-03-07 02:58:25 main:574] : INFO : Epoch 1609 | loss: 0.031169 | val_loss: 0.0311877 | Time: 2161.49 ms [2022-03-07 02:58:27 main:574] : INFO : Epoch 1610 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2161.01 ms [2022-03-07 02:58:30 main:574] : INFO : Epoch 1611 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2160.24 ms [2022-03-07 02:58:32 main:574] : INFO : Epoch 1612 | loss: 0.031165 | val_loss: 0.0311785 | Time: 2163.69 ms [2022-03-07 02:58:34 main:574] : INFO : Epoch 1613 | loss: 0.0311653 | val_loss: 0.0311765 | Time: 2159.64 ms [2022-03-07 02:58:36 main:574] : INFO : Epoch 1614 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 2159.18 ms [2022-03-07 02:58:38 main:574] : INFO : Epoch 1615 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 2162.93 ms [2022-03-07 02:58:40 main:574] : INFO : Epoch 1616 | loss: 0.0311645 | val_loss: 0.031177 | Time: 2160.64 ms [2022-03-07 02:58:43 main:574] : INFO : Epoch 1617 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 2162.07 ms [2022-03-07 02:58:45 main:574] : INFO : Epoch 1618 | loss: 0.0311644 | val_loss: 0.0311779 | Time: 2162.61 ms [2022-03-07 02:58:47 main:574] : INFO : Epoch 1619 | loss: 0.031164 | val_loss: 0.031176 | Time: 2163.05 ms [2022-03-07 02:58:49 main:574] : INFO : Epoch 1620 | loss: 0.0311628 | val_loss: 0.0311755 | Time: 2163.59 ms [2022-03-07 02:58:51 main:574] : INFO : Epoch 1621 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 2160.83 ms [2022-03-07 02:58:53 main:574] : INFO : Epoch 1622 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 2161.47 ms [2022-03-07 02:58:56 main:574] : INFO : Epoch 1623 | loss: 0.0311652 | val_loss: 0.031182 | Time: 2159.32 ms [2022-03-07 02:58:58 main:574] : INFO : Epoch 1624 | loss: 0.0311662 | val_loss: 0.0311854 | Time: 2160.2 ms [2022-03-07 02:59:00 main:574] : INFO : Epoch 1625 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 2162.64 ms [2022-03-07 02:59:02 main:574] : INFO : Epoch 1626 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 2160.83 ms [2022-03-07 02:59:04 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2162 ms [2022-03-07 02:59:06 main:574] : INFO : Epoch 1628 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2161.36 ms [2022-03-07 02:59:09 main:574] : INFO : Epoch 1629 | loss: 0.0311629 | val_loss: 0.0311722 | Time: 2162.6 ms [2022-03-07 02:59:11 main:574] : INFO : Epoch 1630 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 2159.91 ms [2022-03-07 02:59:13 main:574] : INFO : Epoch 1631 | loss: 0.0311639 | val_loss: 0.0311756 | Time: 2161.96 ms [2022-03-07 02:59:15 main:574] : INFO : Epoch 1632 | loss: 0.0311642 | val_loss: 0.0311798 | Time: 2160.56 ms [2022-03-07 02:59:17 main:574] : INFO : Epoch 1633 | loss: 0.0311638 | val_loss: 0.0311735 | Time: 2161.47 ms [2022-03-07 02:59:19 main:574] : INFO : Epoch 1634 | loss: 0.031165 | val_loss: 0.0311741 | Time: 2161.19 ms [2022-03-07 02:59:22 main:574] : INFO : Epoch 1635 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 2160.91 ms [2022-03-07 02:59:24 main:574] : INFO : Epoch 1636 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 2161.37 ms [2022-03-07 02:59:26 main:574] : INFO : Epoch 1637 | loss: 0.0311618 | val_loss: 0.0311748 | Time: 2161.83 ms [2022-03-07 02:59:28 main:574] : INFO : Epoch 1638 | loss: 0.0311697 | val_loss: 0.0311818 | Time: 2160.85 ms [2022-03-07 02:59:30 main:574] : INFO : Epoch 1639 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 2161.56 ms [2022-03-07 02:59:32 main:574] : INFO : Epoch 1640 | loss: 0.0311741 | val_loss: 0.0311818 | Time: 2163.48 ms [2022-03-07 02:59:35 main:574] : INFO : Epoch 1641 | loss: 0.031174 | val_loss: 0.031181 | Time: 2161.99 ms [2022-03-07 02:59:37 main:574] : INFO : Epoch 1642 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2165.67 ms [2022-03-07 02:59:39 main:574] : INFO : Epoch 1643 | loss: 0.0311723 | val_loss: 0.0311834 | Time: 2159.15 ms [2022-03-07 02:59:41 main:574] : INFO : Epoch 1644 | loss: 0.0311736 | val_loss: 0.0311784 | Time: 2163.93 ms [2022-03-07 02:59:43 main:574] : INFO : Epoch 1645 | loss: 0.0311721 | val_loss: 0.031181 | Time: 2161.14 ms [2022-03-07 02:59:45 main:574] : INFO : Epoch 1646 | loss: 0.0311714 | val_loss: 0.0311817 | Time: 2160.66 ms [2022-03-07 02:59:48 main:574] : INFO : Epoch 1647 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 2160.92 ms [2022-03-07 02:59:50 main:574] : INFO : Epoch 1648 | loss: 0.0311706 | val_loss: 0.0311788 | Time: 2161.49 ms [2022-03-07 02:59:52 main:574] : INFO : Epoch 1649 | loss: 0.0311699 | val_loss: 0.031182 | Time: 2163.6 ms [2022-03-07 02:59:54 main:574] : INFO : Epoch 1650 | loss: 0.0311693 | val_loss: 0.0311769 | Time: 2163.35 ms [2022-03-07 02:59:56 main:574] : INFO : Epoch 1651 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2162.45 ms [2022-03-07 02:59:58 main:574] : INFO : Epoch 1652 | loss: 0.0311676 | val_loss: 0.0311767 | Time: 2161.73 ms [2022-03-07 03:00:01 main:574] : INFO : Epoch 1653 | loss: 0.0311673 | val_loss: 0.031175 | Time: 2161.96 ms [2022-03-07 03:00:03 main:574] : INFO : Epoch 1654 | loss: 0.031168 | val_loss: 0.031177 | Time: 2164.34 ms [2022-03-07 03:00:05 main:574] : INFO : Epoch 1655 | loss: 0.0311686 | val_loss: 0.0311763 | Time: 2161.67 ms [2022-03-07 03:00:07 main:574] : INFO : Epoch 1656 | loss: 0.0311712 | val_loss: 0.0311807 | Time: 2158.91 ms [2022-03-07 03:00:09 main:574] : INFO : Epoch 1657 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 2162.25 ms [2022-03-07 03:00:11 main:574] : INFO : Epoch 1658 | loss: 0.0311701 | val_loss: 0.0311741 | Time: 2161.23 ms [2022-03-07 03:00:14 main:574] : INFO : Epoch 1659 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 2162.16 ms [2022-03-07 03:00:16 main:574] : INFO : Epoch 1660 | loss: 0.0311678 | val_loss: 0.0311776 | Time: 2161.64 ms [2022-03-07 03:00:18 main:574] : INFO : Epoch 1661 | loss: 0.0311665 | val_loss: 0.0311748 | Time: 2164.87 ms [2022-03-07 03:00:20 main:574] : INFO : Epoch 1662 | loss: 0.0311686 | val_loss: 0.031181 | Time: 2160.19 ms [2022-03-07 03:00:22 main:574] : INFO : Epoch 1663 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 2159.56 ms [2022-03-07 03:00:24 main:574] : INFO : Epoch 1664 | loss: 0.0311671 | val_loss: 0.0311822 | Time: 2161.27 ms [2022-03-07 03:00:26 main:574] : INFO : Epoch 1665 | loss: 0.03117 | val_loss: 0.0311791 | Time: 2161.47 ms [2022-03-07 03:00:29 main:574] : INFO : Epoch 1666 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 2160.44 ms [2022-03-07 03:00:31 main:574] : INFO : Epoch 1667 | loss: 0.0311663 | val_loss: 0.0311753 | Time: 2165.07 ms [2022-03-07 03:00:33 main:574] : INFO : Epoch 1668 | loss: 0.0311657 | val_loss: 0.0311747 | Time: 2162.71 ms [2022-03-07 03:00:35 main:574] : INFO : Epoch 1669 | loss: 0.0311658 | val_loss: 0.031176 | Time: 2160.7 ms [2022-03-07 03:00:37 main:574] : INFO : Epoch 1670 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 2161.11 ms [2022-03-07 03:00:39 main:574] : INFO : Epoch 1671 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 2160.97 ms [2022-03-07 03:00:42 main:574] : INFO : Epoch 1672 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 2160.86 ms [2022-03-07 03:00:44 main:574] : INFO : Epoch 1673 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 2160.72 ms [2022-03-07 03:00:46 main:574] : INFO : Epoch 1674 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 2161.24 ms [2022-03-07 03:00:48 main:574] : INFO : Epoch 1675 | loss: 0.0311644 | val_loss: 0.0311748 | Time: 2161.21 ms [2022-03-07 03:00:50 main:574] : INFO : Epoch 1676 | loss: 0.0311653 | val_loss: 0.0311741 | Time: 2162.36 ms [2022-03-07 03:00:52 main:574] : INFO : Epoch 1677 | loss: 0.0311659 | val_loss: 0.0311745 | Time: 2162.18 ms [2022-03-07 03:00:55 main:574] : INFO : Epoch 1678 | loss: 0.0311684 | val_loss: 0.0311756 | Time: 2161.87 ms [2022-03-07 03:00:57 main:574] : INFO : Epoch 1679 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2161.43 ms [2022-03-07 03:00:59 main:574] : INFO : Epoch 1680 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 2163.99 ms [2022-03-07 03:01:01 main:574] : INFO : Epoch 1681 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 2165.79 ms [2022-03-07 03:01:03 main:574] : INFO : Epoch 1682 | loss: 0.0311668 | val_loss: 0.0311764 | Time: 2163.42 ms [2022-03-07 03:01:05 main:574] : INFO : Epoch 1683 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 2165.06 ms [2022-03-07 03:01:08 main:574] : INFO : Epoch 1684 | loss: 0.0311729 | val_loss: 0.0311753 | Time: 2160.61 ms [2022-03-07 03:01:10 main:574] : INFO : Epoch 1685 | loss: 0.0311704 | val_loss: 0.0311758 | Time: 2164.85 ms [2022-03-07 03:01:12 main:574] : INFO : Epoch 1686 | loss: 0.0311686 | val_loss: 0.0311774 | Time: 2160.15 ms [2022-03-07 03:01:14 main:574] : INFO : Epoch 1687 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 2161.9 ms [2022-03-07 03:01:16 main:574] : INFO : Epoch 1688 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 2165.32 ms [2022-03-07 03:01:18 main:574] : INFO : Epoch 1689 | loss: 0.031172 | val_loss: 0.0311826 | Time: 2161.72 ms [2022-03-07 03:01:21 main:574] : INFO : Epoch 1690 | loss: 0.0311706 | val_loss: 0.031176 | Time: 2161.06 ms [2022-03-07 03:01:23 main:574] : INFO : Epoch 1691 | loss: 0.0311693 | val_loss: 0.031177 | Time: 2160.63 ms [2022-03-07 03:01:25 main:574] : INFO : Epoch 1692 | loss: 0.0311691 | val_loss: 0.0311754 | Time: 2160.67 ms [2022-03-07 03:01:27 main:574] : INFO : Epoch 1693 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2160.15 ms [2022-03-07 03:01:29 main:574] : INFO : Epoch 1694 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 2160.63 ms [2022-03-07 03:01:31 main:574] : INFO : Epoch 1695 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 2163.91 ms [2022-03-07 03:01:34 main:574] : INFO : Epoch 1696 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 2161.2 ms [2022-03-07 03:01:36 main:574] : INFO : Epoch 1697 | loss: 0.0311682 | val_loss: 0.0311789 | Time: 2161.54 ms [2022-03-07 03:01:38 main:574] : INFO : Epoch 1698 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 2161.66 ms [2022-03-07 03:01:40 main:574] : INFO : Epoch 1699 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 2161.29 ms [2022-03-07 03:01:42 main:574] : INFO : Epoch 1700 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 2161.79 ms [2022-03-07 03:01:44 main:574] : INFO : Epoch 1701 | loss: 0.0311682 | val_loss: 0.0311777 | Time: 2163.65 ms [2022-03-07 03:01:47 main:574] : INFO : Epoch 1702 | loss: 0.0311666 | val_loss: 0.031179 | Time: 2162.71 ms [2022-03-07 03:01:49 main:574] : INFO : Epoch 1703 | loss: 0.0311668 | val_loss: 0.031183 | Time: 2162.56 ms [2022-03-07 03:01:51 main:574] : INFO : Epoch 1704 | loss: 0.0311684 | val_loss: 0.0311796 | Time: 2161.32 ms [2022-03-07 03:01:53 main:574] : INFO : Epoch 1705 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 2165.39 ms [2022-03-07 03:01:55 main:574] : INFO : Epoch 1706 | loss: 0.0311682 | val_loss: 0.0311828 | Time: 2160.09 ms [2022-03-07 03:01:57 main:574] : INFO : Epoch 1707 | loss: 0.0311699 | val_loss: 0.031177 | Time: 2160.91 ms [2022-03-07 03:02:00 main:574] : INFO : Epoch 1708 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2160.03 ms [2022-03-07 03:02:02 main:574] : INFO : Epoch 1709 | loss: 0.0311678 | val_loss: 0.031176 | Time: 2163.73 ms [2022-03-07 03:02:04 main:574] : INFO : Epoch 1710 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 2162.14 ms [2022-03-07 03:02:06 main:574] : INFO : Epoch 1711 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 2160.69 ms [2022-03-07 03:02:08 main:574] : INFO : Epoch 1712 | loss: 0.0311726 | val_loss: 0.0311717 | Time: 2161.06 ms [2022-03-07 03:02:10 main:574] : INFO : Epoch 1713 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 2163.18 ms [2022-03-07 03:02:13 main:574] : INFO : Epoch 1714 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 2164.04 ms [2022-03-07 03:02:15 main:574] : INFO : Epoch 1715 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 2161.13 ms [2022-03-07 03:02:17 main:574] : INFO : Epoch 1716 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 2161.64 ms [2022-03-07 03:02:19 main:574] : INFO : Epoch 1717 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 2162.82 ms [2022-03-07 03:02:21 main:574] : INFO : Epoch 1718 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 2161.16 ms [2022-03-07 03:02:23 main:574] : INFO : Epoch 1719 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2159.9 ms [2022-03-07 03:02:26 main:574] : INFO : Epoch 1720 | loss: 0.0311677 | val_loss: 0.0311736 | Time: 2163.09 ms [2022-03-07 03:02:28 main:574] : INFO : Epoch 1721 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 2164.33 ms [2022-03-07 03:02:30 main:574] : INFO : Epoch 1722 | loss: 0.0311665 | val_loss: 0.031178 | Time: 2162.75 ms [2022-03-07 03:02:32 main:574] : INFO : Epoch 1723 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 2162.32 ms [2022-03-07 03:02:34 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311769 | Time: 2162.39 ms [2022-03-07 03:02:36 main:574] : INFO : Epoch 1725 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 2161.81 ms [2022-03-07 03:02:38 main:574] : INFO : Epoch 1726 | loss: 0.0311683 | val_loss: 0.0311776 | Time: 2158.74 ms [2022-03-07 03:02:41 main:574] : INFO : Epoch 1727 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 2162.12 ms [2022-03-07 03:02:43 main:574] : INFO : Epoch 1728 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2162.16 ms [2022-03-07 03:02:45 main:574] : INFO : Epoch 1729 | loss: 0.031168 | val_loss: 0.0311749 | Time: 2161.12 ms [2022-03-07 03:02:47 main:574] : INFO : Epoch 1730 | loss: 0.0311699 | val_loss: 0.0311767 | Time: 2163.81 ms [2022-03-07 03:02:49 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.031176 | Time: 2161.61 ms [2022-03-07 03:02:51 main:574] : INFO : Epoch 1732 | loss: 0.0311666 | val_loss: 0.0311748 | Time: 2162.66 ms [2022-03-07 03:02:54 main:574] : INFO : Epoch 1733 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 2161.69 ms [2022-03-07 03:02:56 main:574] : INFO : Epoch 1734 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 2161.54 ms [2022-03-07 03:02:58 main:574] : INFO : Epoch 1735 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 2160.53 ms [2022-03-07 03:03:00 main:574] : INFO : Epoch 1736 | loss: 0.0311676 | val_loss: 0.0311728 | Time: 2162.26 ms [2022-03-07 03:03:02 main:574] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.0311721 | Time: 2162.18 ms [2022-03-07 03:03:04 main:574] : INFO : Epoch 1738 | loss: 0.0311674 | val_loss: 0.0311719 | Time: 2161.1 ms [2022-03-07 03:03:07 main:574] : INFO : Epoch 1739 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2162.62 ms [2022-03-07 03:03:09 main:574] : INFO : Epoch 1740 | loss: 0.031167 | val_loss: 0.0311717 | Time: 2161.6 ms [2022-03-07 03:03:11 main:574] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.0311787 | Time: 2164.23 ms [2022-03-07 03:03:13 main:574] : INFO : Epoch 1742 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 2164.82 ms [2022-03-07 03:03:15 main:574] : INFO : Epoch 1743 | loss: 0.031164 | val_loss: 0.0311754 | Time: 2162.74 ms [2022-03-07 03:03:17 main:574] : INFO : Epoch 1744 | loss: 0.0311643 | val_loss: 0.0311761 | Time: 2160.59 ms [2022-03-07 03:03:20 main:574] : INFO : Epoch 1745 | loss: 0.0311636 | val_loss: 0.0311751 | Time: 2162.77 ms [2022-03-07 03:03:22 main:574] : INFO : Epoch 1746 | loss: 0.0311656 | val_loss: 0.0311757 | Time: 2160.88 ms [2022-03-07 03:03:24 main:574] : INFO : Epoch 1747 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 2160.72 ms [2022-03-07 03:03:26 main:574] : INFO : Epoch 1748 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 2161.55 ms [2022-03-07 03:03:28 main:574] : INFO : Epoch 1749 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 2162.16 ms [2022-03-07 03:03:30 main:574] : INFO : Epoch 1750 | loss: 0.0311634 | val_loss: 0.031174 | Time: 2165.46 ms [2022-03-07 03:03:33 main:574] : INFO : Epoch 1751 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 2163.02 ms [2022-03-07 03:03:35 main:574] : INFO : Epoch 1752 | loss: 0.0311681 | val_loss: 0.0311792 | Time: 2160.79 ms [2022-03-07 03:03:37 main:574] : INFO : Epoch 1753 | loss: 0.0311666 | val_loss: 0.0311807 | Time: 2164.75 ms [2022-03-07 03:03:39 main:574] : INFO : Epoch 1754 | loss: 0.0311665 | val_loss: 0.0311757 | Time: 2160.58 ms [2022-03-07 03:03:41 main:574] : INFO : Epoch 1755 | loss: 0.0311675 | val_loss: 0.0311761 | Time: 2159.31 ms [2022-03-07 03:03:43 main:574] : INFO : Epoch 1756 | loss: 0.0311666 | val_loss: 0.031177 | Time: 2162.06 ms [2022-03-07 03:03:46 main:574] : INFO : Epoch 1757 | loss: 0.0311642 | val_loss: 0.0311765 | Time: 2163.43 ms [2022-03-07 03:03:48 main:574] : INFO : Epoch 1758 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 2160.94 ms [2022-03-07 03:03:50 main:574] : INFO : Epoch 1759 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 2166.82 ms [2022-03-07 03:03:52 main:574] : INFO : Epoch 1760 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2162.18 ms [2022-03-07 03:03:54 main:574] : INFO : Epoch 1761 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 2164.87 ms [2022-03-07 03:03:56 main:574] : INFO : Epoch 1762 | loss: 0.0311615 | val_loss: 0.0311771 | Time: 2160.87 ms [2022-03-07 03:03:59 main:574] : INFO : Epoch 1763 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 2163.67 ms [2022-03-07 03:04:01 main:574] : INFO : Epoch 1764 | loss: 0.0311611 | val_loss: 0.0311775 | Time: 2164.04 ms [2022-03-07 03:04:03 main:574] : INFO : Epoch 1765 | loss: 0.0311615 | val_loss: 0.0311774 | Time: 2161.66 ms [2022-03-07 03:04:05 main:574] : INFO : Epoch 1766 | loss: 0.0311618 | val_loss: 0.0311802 | Time: 2161.09 ms [2022-03-07 03:04:07 main:574] : INFO : Epoch 1767 | loss: 0.0311634 | val_loss: 0.0311761 | Time: 2163.74 ms [2022-03-07 03:04:09 main:574] : INFO : Epoch 1768 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 2162.88 ms [2022-03-07 03:04:12 main:574] : INFO : Epoch 1769 | loss: 0.0311629 | val_loss: 0.0311755 | Time: 2162.08 ms [2022-03-07 03:04:14 main:574] : INFO : Epoch 1770 | loss: 0.0311626 | val_loss: 0.031179 | Time: 2159.66 ms [2022-03-07 03:04:16 main:574] : INFO : Epoch 1771 | loss: 0.0311636 | val_loss: 0.031175 | Time: 2163.95 ms [2022-03-07 03:04:18 main:574] : INFO : Epoch 1772 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2164.95 ms [2022-03-07 03:04:20 main:574] : INFO : Epoch 1773 | loss: 0.0311636 | val_loss: 0.0311769 | Time: 2163.81 ms [2022-03-07 03:04:22 main:574] : INFO : Epoch 1774 | loss: 0.0311656 | val_loss: 0.0311773 | Time: 2160.69 ms [2022-03-07 03:04:25 main:574] : INFO : Epoch 1775 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 2163.86 ms [2022-03-07 03:04:27 main:574] : INFO : Epoch 1776 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 2160.47 ms [2022-03-07 03:04:29 main:574] : INFO : Epoch 1777 | loss: 0.0311684 | val_loss: 0.0311822 | Time: 2161.51 ms [2022-03-07 03:04:31 main:574] : INFO : Epoch 1778 | loss: 0.0311671 | val_loss: 0.0311844 | Time: 2165.29 ms [2022-03-07 03:04:33 main:574] : INFO : Epoch 1779 | loss: 0.0311676 | val_loss: 0.0311792 | Time: 2164.39 ms [2022-03-07 03:04:35 main:574] : INFO : Epoch 1780 | loss: 0.031167 | val_loss: 0.0311814 | Time: 2163.79 ms [2022-03-07 03:04:38 main:574] : INFO : Epoch 1781 | loss: 0.0311679 | val_loss: 0.0311799 | Time: 2161.64 ms [2022-03-07 03:04:40 main:574] : INFO : Epoch 1782 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 2162.15 ms [2022-03-07 03:04:42 main:574] : INFO : Epoch 1783 | loss: 0.031169 | val_loss: 0.0311814 | Time: 2163.63 ms [2022-03-07 03:04:44 main:574] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 2162.04 ms [2022-03-07 03:04:46 main:574] : INFO : Epoch 1785 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 2163.85 ms [2022-03-07 03:04:48 main:574] : INFO : Epoch 1786 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 2161.26 ms [2022-03-07 03:04:51 main:574] : INFO : Epoch 1787 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 2160.78 ms [2022-03-07 03:04:53 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2161.63 ms [2022-03-07 03:04:55 main:574] : INFO : Epoch 1789 | loss: 0.0311662 | val_loss: 0.0311779 | Time: 2161.68 ms [2022-03-07 03:04:57 main:574] : INFO : Epoch 1790 | loss: 0.0311645 | val_loss: 0.0311745 | Time: 2161.4 ms [2022-03-07 03:04:59 main:574] : INFO : Epoch 1791 | loss: 0.0311644 | val_loss: 0.031184 | Time: 2162.56 ms [2022-03-07 03:05:01 main:574] : INFO : Epoch 1792 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2164.01 ms [2022-03-07 03:05:04 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2161.62 ms [2022-03-07 03:05:06 main:574] : INFO : Epoch 1794 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 2161.81 ms [2022-03-07 03:05:08 main:574] : INFO : Epoch 1795 | loss: 0.031166 | val_loss: 0.0311796 | Time: 2160.93 ms [2022-03-07 03:05:10 main:574] : INFO : Epoch 1796 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 2162.78 ms [2022-03-07 03:05:12 main:574] : INFO : Epoch 1797 | loss: 0.031165 | val_loss: 0.0311749 | Time: 2159.53 ms [2022-03-07 03:05:14 main:574] : INFO : Epoch 1798 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 2161.25 ms [2022-03-07 03:05:16 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.031178 | Time: 2163.62 ms [2022-03-07 03:05:19 main:574] : INFO : Epoch 1800 | loss: 0.031163 | val_loss: 0.0311748 | Time: 2162.52 ms [2022-03-07 03:05:21 main:574] : INFO : Epoch 1801 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 2162.59 ms [2022-03-07 03:05:23 main:574] : INFO : Epoch 1802 | loss: 0.031163 | val_loss: 0.0311812 | Time: 2161.66 ms [2022-03-07 03:05:25 main:574] : INFO : Epoch 1803 | loss: 0.031164 | val_loss: 0.031176 | Time: 2163.72 ms [2022-03-07 03:05:27 main:574] : INFO : Epoch 1804 | loss: 0.0311632 | val_loss: 0.0311762 | Time: 2160.32 ms [2022-03-07 03:05:29 main:574] : INFO : Epoch 1805 | loss: 0.0311625 | val_loss: 0.0311752 | Time: 2163.45 ms [2022-03-07 03:05:32 main:574] : INFO : Epoch 1806 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 2162.01 ms [2022-03-07 03:05:34 main:574] : INFO : Epoch 1807 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 2160.47 ms [2022-03-07 03:05:36 main:574] : INFO : Epoch 1808 | loss: 0.0311611 | val_loss: 0.0311783 | Time: 2163.77 ms [2022-03-07 03:05:38 main:574] : INFO : Epoch 1809 | loss: 0.0311683 | val_loss: 0.0311762 | Time: 2160.99 ms [2022-03-07 03:05:40 main:574] : INFO : Epoch 1810 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 2160.13 ms [2022-03-07 03:05:42 main:574] : INFO : Epoch 1811 | loss: 0.0311664 | val_loss: 0.0311798 | Time: 2161.06 ms [2022-03-07 03:05:45 main:574] : INFO : Epoch 1812 | loss: 0.0311673 | val_loss: 0.031176 | Time: 2160.57 ms [2022-03-07 03:05:47 main:574] : INFO : Epoch 1813 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 2161.44 ms [2022-03-07 03:05:49 main:574] : INFO : Epoch 1814 | loss: 0.0311676 | val_loss: 0.031175 | Time: 2162.09 ms [2022-03-07 03:05:51 main:574] : INFO : Epoch 1815 | loss: 0.0311686 | val_loss: 0.0311744 | Time: 2164.57 ms [2022-03-07 03:05:53 main:574] : INFO : Epoch 1816 | loss: 0.0311688 | val_loss: 0.031178 | Time: 2162.54 ms [2022-03-07 03:05:55 main:574] : INFO : Epoch 1817 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 2170.48 ms [2022-03-07 03:05:58 main:574] : INFO : Epoch 1818 | loss: 0.0311675 | val_loss: 0.0311775 | Time: 2169.54 ms [2022-03-07 03:06:00 main:574] : INFO : Epoch 1819 | loss: 0.0311742 | val_loss: 0.0311857 | Time: 2161.69 ms [2022-03-07 03:06:02 main:574] : INFO : Epoch 1820 | loss: 0.0311731 | val_loss: 0.0311786 | Time: 2162.2 ms [2022-03-07 03:06:04 main:574] : INFO : Epoch 1821 | loss: 0.0311715 | val_loss: 0.0311808 | Time: 2165.23 ms [2022-03-07 03:06:06 main:574] : INFO : Epoch 1822 | loss: 0.0311712 | val_loss: 0.0311829 | Time: 2162.55 ms [2022-03-07 03:06:09 main:574] : INFO : Epoch 1823 | loss: 0.0311714 | val_loss: 0.031183 | Time: 2163.6 ms [2022-03-07 03:06:11 main:574] : INFO : Epoch 1824 | loss: 0.0311723 | val_loss: 0.0311818 | Time: 2161.49 ms [2022-03-07 03:06:13 main:574] : INFO : Epoch 1825 | loss: 0.0311687 | val_loss: 0.0311795 | Time: 2163.59 ms [2022-03-07 03:06:15 main:574] : INFO : Epoch 1826 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 2161.21 ms [2022-03-07 03:06:17 main:574] : INFO : Epoch 1827 | loss: 0.031174 | val_loss: 0.0311806 | Time: 2161.17 ms [2022-03-07 03:06:19 main:574] : INFO : Epoch 1828 | loss: 0.0311719 | val_loss: 0.031178 | Time: 2161.61 ms [2022-03-07 03:06:22 main:574] : INFO : Epoch 1829 | loss: 0.0311708 | val_loss: 0.031177 | Time: 2165.24 ms [2022-03-07 03:06:24 main:574] : INFO : Epoch 1830 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 2161.18 ms [2022-03-07 03:06:26 main:574] : INFO : Epoch 1831 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2160.29 ms [2022-03-07 03:06:28 main:574] : INFO : Epoch 1832 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 2160.41 ms [2022-03-07 03:06:30 main:574] : INFO : Epoch 1833 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 2160.41 ms [2022-03-07 03:06:32 main:574] : INFO : Epoch 1834 | loss: 0.0311706 | val_loss: 0.0311823 | Time: 2160.81 ms [2022-03-07 03:06:35 main:574] : INFO : Epoch 1835 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 2160.32 ms [2022-03-07 03:06:37 main:574] : INFO : Epoch 1836 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 2161.66 ms [2022-03-07 03:06:39 main:574] : INFO : Epoch 1837 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 2169.52 ms [2022-03-07 03:06:41 main:574] : INFO : Epoch 1838 | loss: 0.0311686 | val_loss: 0.0311787 | Time: 2173 ms [2022-03-07 03:06:43 main:574] : INFO : Epoch 1839 | loss: 0.0311685 | val_loss: 0.0311772 | Time: 2161.2 ms [2022-03-07 03:06:45 main:574] : INFO : Epoch 1840 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 2161.03 ms [2022-03-07 03:06:48 main:574] : INFO : Epoch 1841 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 2158.54 ms [2022-03-07 03:06:50 main:574] : INFO : Epoch 1842 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 2172.43 ms [2022-03-07 03:06:52 main:574] : INFO : Epoch 1843 | loss: 0.0311661 | val_loss: 0.0311787 | Time: 2162.69 ms [2022-03-07 03:06:54 main:574] : INFO : Epoch 1844 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2162.77 ms [2022-03-07 03:06:56 main:574] : INFO : Epoch 1845 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2162.39 ms [2022-03-07 03:06:58 main:574] : INFO : Epoch 1846 | loss: 0.0311674 | val_loss: 0.0311763 | Time: 2162.16 ms [2022-03-07 03:07:01 main:574] : INFO : Epoch 1847 | loss: 0.0311706 | val_loss: 0.0311762 | Time: 2162.63 ms [2022-03-07 03:07:03 main:574] : INFO : Epoch 1848 | loss: 0.0311713 | val_loss: 0.0311834 | Time: 2161.75 ms [2022-03-07 03:07:05 main:574] : INFO : Epoch 1849 | loss: 0.0311732 | val_loss: 0.0311749 | Time: 2161.23 ms [2022-03-07 03:07:07 main:574] : INFO : Epoch 1850 | loss: 0.0311692 | val_loss: 0.0311736 | Time: 2160.47 ms [2022-03-07 03:07:09 main:574] : INFO : Epoch 1851 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2165.86 ms [2022-03-07 03:07:11 main:574] : INFO : Epoch 1852 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 2162.62 ms [2022-03-07 03:07:14 main:574] : INFO : Epoch 1853 | loss: 0.0311659 | val_loss: 0.0311736 | Time: 2161.62 ms [2022-03-07 03:07:16 main:574] : INFO : Epoch 1854 | loss: 0.0311659 | val_loss: 0.0311741 | Time: 2162.35 ms [2022-03-07 03:07:18 main:574] : INFO : Epoch 1855 | loss: 0.0311654 | val_loss: 0.0311756 | Time: 2162.42 ms [2022-03-07 03:07:20 main:574] : INFO : Epoch 1856 | loss: 0.0311661 | val_loss: 0.031175 | Time: 2162.67 ms [2022-03-07 03:07:22 main:574] : INFO : Epoch 1857 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2160.85 ms [2022-03-07 03:07:24 main:574] : INFO : Epoch 1858 | loss: 0.0311654 | val_loss: 0.0311753 | Time: 2162.53 ms [2022-03-07 03:07:27 main:574] : INFO : Epoch 1859 | loss: 0.0311724 | val_loss: 0.031181 | Time: 2162.89 ms [2022-03-07 03:07:29 main:574] : INFO : Epoch 1860 | loss: 0.0311833 | val_loss: 0.0311832 | Time: 2165.1 ms [2022-03-07 03:07:31 main:574] : INFO : Epoch 1861 | loss: 0.0311831 | val_loss: 0.0311864 | Time: 2162.3 ms [2022-03-07 03:07:33 main:574] : INFO : Epoch 1862 | loss: 0.031181 | val_loss: 0.031181 | Time: 2163.85 ms [2022-03-07 03:07:35 main:574] : INFO : Epoch 1863 | loss: 0.031179 | val_loss: 0.0311797 | Time: 2163.16 ms [2022-03-07 03:07:37 main:574] : INFO : Epoch 1864 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 2163.53 ms [2022-03-07 03:07:40 main:574] : INFO : Epoch 1865 | loss: 0.0311782 | val_loss: 0.0311797 | Time: 2160.85 ms [2022-03-07 03:07:42 main:574] : INFO : Epoch 1866 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 2160.32 ms [2022-03-07 03:07:44 main:574] : INFO : Epoch 1867 | loss: 0.0311745 | val_loss: 0.0311793 | Time: 2162.66 ms [2022-03-07 03:07:46 main:574] : INFO : Epoch 1868 | loss: 0.0311776 | val_loss: 0.0311773 | Time: 2163.52 ms [2022-03-07 03:07:48 main:574] : INFO : Epoch 1869 | loss: 0.0311776 | val_loss: 0.0311799 | Time: 2162.47 ms [2022-03-07 03:07:50 main:574] : INFO : Epoch 1870 | loss: 0.0311787 | val_loss: 0.0311781 | Time: 2162.63 ms [2022-03-07 03:07:53 main:574] : INFO : Epoch 1871 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 2163.46 ms [2022-03-07 03:07:55 main:574] : INFO : Epoch 1872 | loss: 0.031176 | val_loss: 0.0311772 | Time: 2161.6 ms [2022-03-07 03:07:57 main:574] : INFO : Epoch 1873 | loss: 0.031177 | val_loss: 0.0311783 | Time: 2162.16 ms [2022-03-07 03:07:59 main:574] : INFO : Epoch 1874 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2160.47 ms [2022-03-07 03:08:01 main:574] : INFO : Epoch 1875 | loss: 0.0311753 | val_loss: 0.0311759 | Time: 2164.78 ms [2022-03-07 03:08:03 main:574] : INFO : Epoch 1876 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2162.22 ms [2022-03-07 03:08:06 main:574] : INFO : Epoch 1877 | loss: 0.031175 | val_loss: 0.0311778 | Time: 2161.11 ms [2022-03-07 03:08:08 main:574] : INFO : Epoch 1878 | loss: 0.031173 | val_loss: 0.0311762 | Time: 2164.76 ms [2022-03-07 03:08:10 main:574] : INFO : Epoch 1879 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 2162.19 ms [2022-03-07 03:08:12 main:574] : INFO : Epoch 1880 | loss: 0.031174 | val_loss: 0.0311815 | Time: 2165.66 ms [2022-03-07 03:08:14 main:574] : INFO : Epoch 1881 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 2161 ms [2022-03-07 03:08:16 main:574] : INFO : Epoch 1882 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 2163.71 ms [2022-03-07 03:08:19 main:574] : INFO : Epoch 1883 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 2162.39 ms [2022-03-07 03:08:21 main:574] : INFO : Epoch 1884 | loss: 0.0311707 | val_loss: 0.0311762 | Time: 2161.03 ms [2022-03-07 03:08:23 main:574] : INFO : Epoch 1885 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 2161.97 ms [2022-03-07 03:08:25 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 2161.94 ms [2022-03-07 03:08:27 main:574] : INFO : Epoch 1887 | loss: 0.0311779 | val_loss: 0.0311756 | Time: 2163.78 ms [2022-03-07 03:08:29 main:574] : INFO : Epoch 1888 | loss: 0.031177 | val_loss: 0.0311798 | Time: 2163.39 ms [2022-03-07 03:08:32 main:574] : INFO : Epoch 1889 | loss: 0.0311751 | val_loss: 0.0311768 | Time: 2162.46 ms [2022-03-07 03:08:34 main:574] : INFO : Epoch 1890 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 2159.53 ms [2022-03-07 03:08:36 main:574] : INFO : Epoch 1891 | loss: 0.031173 | val_loss: 0.0311759 | Time: 2161.87 ms [2022-03-07 03:08:38 main:574] : INFO : Epoch 1892 | loss: 0.0311733 | val_loss: 0.0311805 | Time: 2161.74 ms [2022-03-07 03:08:40 main:574] : INFO : Epoch 1893 | loss: 0.0311727 | val_loss: 0.0311795 | Time: 2161.79 ms [2022-03-07 03:08:42 main:574] : INFO : Epoch 1894 | loss: 0.0311706 | val_loss: 0.0311757 | Time: 2161.97 ms [2022-03-07 03:08:45 main:574] : INFO : Epoch 1895 | loss: 0.0311709 | val_loss: 0.0311753 | Time: 2162.29 ms [2022-03-07 03:08:47 main:574] : INFO : Epoch 1896 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 2162.71 ms [2022-03-07 03:08:49 main:574] : INFO : Epoch 1897 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 2162.21 ms [2022-03-07 03:08:51 main:574] : INFO : Epoch 1898 | loss: 0.0311684 | val_loss: 0.0311774 | Time: 2159.81 ms [2022-03-07 03:08:53 main:574] : INFO : Epoch 1899 | loss: 0.0311692 | val_loss: 0.0311765 | Time: 2161.89 ms [2022-03-07 03:08:55 main:574] : INFO : Epoch 1900 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 2162.91 ms [2022-03-07 03:08:58 main:574] : INFO : Epoch 1901 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2161.07 ms [2022-03-07 03:09:00 main:574] : INFO : Epoch 1902 | loss: 0.0311687 | val_loss: 0.0311759 | Time: 2160.4 ms [2022-03-07 03:09:02 main:574] : INFO : Epoch 1903 | loss: 0.0311689 | val_loss: 0.0311752 | Time: 2164.28 ms [2022-03-07 03:09:04 main:574] : INFO : Epoch 1904 | loss: 0.0311682 | val_loss: 0.0311742 | Time: 2163.61 ms [2022-03-07 03:09:06 main:574] : INFO : Epoch 1905 | loss: 0.0311683 | val_loss: 0.031175 | Time: 2162.2 ms [2022-03-07 03:09:08 main:574] : INFO : Epoch 1906 | loss: 0.0311673 | val_loss: 0.0311754 | Time: 2162.01 ms [2022-03-07 03:09:11 main:574] : INFO : Epoch 1907 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 2161.52 ms [2022-03-07 03:09:13 main:574] : INFO : Epoch 1908 | loss: 0.0311673 | val_loss: 0.0311759 | Time: 2160.54 ms [2022-03-07 03:09:15 main:574] : INFO : Epoch 1909 | loss: 0.0311676 | val_loss: 0.0311759 | Time: 2160.69 ms [2022-03-07 03:09:17 main:574] : INFO : Epoch 1910 | loss: 0.03117 | val_loss: 0.0311778 | Time: 2160.4 ms [2022-03-07 03:09:19 main:574] : INFO : Epoch 1911 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 2161.87 ms [2022-03-07 03:09:21 main:574] : INFO : Epoch 1912 | loss: 0.0311692 | val_loss: 0.0311784 | Time: 2160.74 ms [2022-03-07 03:09:23 main:574] : INFO : Epoch 1913 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 2161.08 ms [2022-03-07 03:09:26 main:574] : INFO : Epoch 1914 | loss: 0.03117 | val_loss: 0.0311748 | Time: 2162.04 ms [2022-03-07 03:09:28 main:574] : INFO : Epoch 1915 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 2162.05 ms [2022-03-07 03:09:30 main:574] : INFO : Epoch 1916 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 2160.11 ms [2022-03-07 03:09:32 main:574] : INFO : Epoch 1917 | loss: 0.0311691 | val_loss: 0.031178 | Time: 2164.08 ms [2022-03-07 03:09:34 main:574] : INFO : Epoch 1918 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2162.06 ms [2022-03-07 03:09:36 main:574] : INFO : Epoch 1919 | loss: 0.0311765 | val_loss: 0.031176 | Time: 2161.32 ms [2022-03-07 03:09:39 main:574] : INFO : Epoch 1920 | loss: 0.0311744 | val_loss: 0.0311753 | Time: 2160.33 ms [2022-03-07 03:09:41 main:574] : INFO : Epoch 1921 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 2163.53 ms [2022-03-07 03:09:43 main:574] : INFO : Epoch 1922 | loss: 0.0311736 | val_loss: 0.0311738 | Time: 2161.74 ms [2022-03-07 03:09:45 main:574] : INFO : Epoch 1923 | loss: 0.0311733 | val_loss: 0.0311775 | Time: 2162.61 ms [2022-03-07 03:09:47 main:574] : INFO : Epoch 1924 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 2161.23 ms [2022-03-07 03:09:49 main:574] : INFO : Epoch 1925 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 2161.74 ms [2022-03-07 03:09:52 main:574] : INFO : Epoch 1926 | loss: 0.0311716 | val_loss: 0.0311752 | Time: 2163.04 ms [2022-03-07 03:09:54 main:574] : INFO : Epoch 1927 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 2163.81 ms [2022-03-07 03:09:56 main:574] : INFO : Epoch 1928 | loss: 0.0311738 | val_loss: 0.0311774 | Time: 2161.9 ms [2022-03-07 03:09:58 main:574] : INFO : Epoch 1929 | loss: 0.0311752 | val_loss: 0.0311752 | Time: 2161.45 ms [2022-03-07 03:10:00 main:574] : INFO : Epoch 1930 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 2161.02 ms [2022-03-07 03:10:02 main:574] : INFO : Epoch 1931 | loss: 0.0311764 | val_loss: 0.0311754 | Time: 2161.54 ms [2022-03-07 03:10:05 main:574] : INFO : Epoch 1932 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 2163.18 ms [2022-03-07 03:10:07 main:574] : INFO : Epoch 1933 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 2160.66 ms [2022-03-07 03:10:09 main:574] : INFO : Epoch 1934 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 2161.04 ms [2022-03-07 03:10:11 main:574] : INFO : Epoch 1935 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 2163.57 ms [2022-03-07 03:10:13 main:574] : INFO : Epoch 1936 | loss: 0.0311775 | val_loss: 0.0311765 | Time: 2161.44 ms [2022-03-07 03:10:15 main:574] : INFO : Epoch 1937 | loss: 0.0311772 | val_loss: 0.0311768 | Time: 2163.75 ms [2022-03-07 03:10:18 main:574] : INFO : Epoch 1938 | loss: 0.0311744 | val_loss: 0.0311771 | Time: 2164.53 ms [2022-03-07 03:10:20 main:574] : INFO : Epoch 1939 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 2161.91 ms [2022-03-07 03:10:22 main:574] : INFO : Epoch 1940 | loss: 0.0311733 | val_loss: 0.0311786 | Time: 2164.19 ms [2022-03-07 03:10:24 main:574] : INFO : Epoch 1941 | loss: 0.031172 | val_loss: 0.0311764 | Time: 2161.76 ms [2022-03-07 03:10:26 main:574] : INFO : Epoch 1942 | loss: 0.0311715 | val_loss: 0.0311766 | Time: 2159.81 ms [2022-03-07 03:10:28 main:574] : INFO : Epoch 1943 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 2162.7 ms [2022-03-07 03:10:31 main:574] : INFO : Epoch 1944 | loss: 0.0311704 | val_loss: 0.0311771 | Time: 2163.25 ms [2022-03-07 03:10:33 main:574] : INFO : Epoch 1945 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 2164.14 ms [2022-03-07 03:10:35 main:574] : INFO : Epoch 1946 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2161.44 ms [2022-03-07 03:10:37 main:574] : INFO : Epoch 1947 | loss: 0.0311734 | val_loss: 0.0311811 | Time: 2160.28 ms [2022-03-07 03:10:39 main:574] : INFO : Epoch 1948 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 2163.72 ms [2022-03-07 03:10:41 main:574] : INFO : Epoch 1949 | loss: 0.0311698 | val_loss: 0.0311786 | Time: 2164.07 ms [2022-03-07 03:10:44 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 2162.75 ms [2022-03-07 03:10:46 main:574] : INFO : Epoch 1951 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 2162.01 ms [2022-03-07 03:10:48 main:574] : INFO : Epoch 1952 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 2162.22 ms [2022-03-07 03:10:50 main:574] : INFO : Epoch 1953 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2161.38 ms [2022-03-07 03:10:52 main:574] : INFO : Epoch 1954 | loss: 0.031168 | val_loss: 0.0311773 | Time: 2160.8 ms [2022-03-07 03:10:54 main:574] : INFO : Epoch 1955 | loss: 0.031169 | val_loss: 0.0311769 | Time: 2160.82 ms [2022-03-07 03:10:57 main:574] : INFO : Epoch 1956 | loss: 0.0311716 | val_loss: 0.03118 | Time: 2163.91 ms [2022-03-07 03:10:59 main:574] : INFO : Epoch 1957 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 2163.1 ms [2022-03-07 03:11:01 main:574] : INFO : Epoch 1958 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2162.45 ms [2022-03-07 03:11:03 main:574] : INFO : Epoch 1959 | loss: 0.0311707 | val_loss: 0.03118 | Time: 2162.01 ms [2022-03-07 03:11:05 main:574] : INFO : Epoch 1960 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 2159.68 ms [2022-03-07 03:11:07 main:574] : INFO : Epoch 1961 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 2162.3 ms [2022-03-07 03:11:10 main:574] : INFO : Epoch 1962 | loss: 0.0311732 | val_loss: 0.0311781 | Time: 2161.19 ms [2022-03-07 03:11:12 main:574] : INFO : Epoch 1963 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2161.65 ms [2022-03-07 03:11:14 main:574] : INFO : Epoch 1964 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 2161.31 ms [2022-03-07 03:11:16 main:574] : INFO : Epoch 1965 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 2163.57 ms [2022-03-07 03:11:18 main:574] : INFO : Epoch 1966 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 2162.66 ms [2022-03-07 03:11:20 main:574] : INFO : Epoch 1967 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 2164.52 ms [2022-03-07 03:11:23 main:574] : INFO : Epoch 1968 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2162.72 ms [2022-03-07 03:11:25 main:574] : INFO : Epoch 1969 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 2163.84 ms [2022-03-07 03:11:27 main:574] : INFO : Epoch 1970 | loss: 0.0311698 | val_loss: 0.031175 | Time: 2162.66 ms [2022-03-07 03:11:29 main:574] : INFO : Epoch 1971 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 2163.91 ms [2022-03-07 03:11:31 main:574] : INFO : Epoch 1972 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 2159.92 ms [2022-03-07 03:11:33 main:574] : INFO : Epoch 1973 | loss: 0.0311693 | val_loss: 0.0311784 | Time: 2162.15 ms [2022-03-07 03:11:36 main:574] : INFO : Epoch 1974 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 2161.32 ms [2022-03-07 03:11:38 main:574] : INFO : Epoch 1975 | loss: 0.031171 | val_loss: 0.0311788 | Time: 2162.01 ms [2022-03-07 03:11:40 main:574] : INFO : Epoch 1976 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2160.95 ms [2022-03-07 03:11:42 main:574] : INFO : Epoch 1977 | loss: 0.0311696 | val_loss: 0.0311769 | Time: 2161.66 ms [2022-03-07 03:11:44 main:574] : INFO : Epoch 1978 | loss: 0.0311695 | val_loss: 0.0311773 | Time: 2164.22 ms [2022-03-07 03:11:46 main:574] : INFO : Epoch 1979 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2164.02 ms [2022-03-07 03:11:49 main:574] : INFO : Epoch 1980 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 2164.45 ms [2022-03-07 03:11:51 main:574] : INFO : Epoch 1981 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 2162.58 ms [2022-03-07 03:11:53 main:574] : INFO : Epoch 1982 | loss: 0.0311728 | val_loss: 0.0311765 | Time: 2159.61 ms [2022-03-07 03:11:55 main:574] : INFO : Epoch 1983 | loss: 0.031171 | val_loss: 0.031179 | Time: 2163.52 ms [2022-03-07 03:11:57 main:574] : INFO : Epoch 1984 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 2161.57 ms [2022-03-07 03:11:59 main:574] : INFO : Epoch 1985 | loss: 0.0311719 | val_loss: 0.0311758 | Time: 2161.82 ms [2022-03-07 03:12:02 main:574] : INFO : Epoch 1986 | loss: 0.0311774 | val_loss: 0.0311801 | Time: 2162.81 ms [2022-03-07 03:12:04 main:574] : INFO : Epoch 1987 | loss: 0.0311827 | val_loss: 0.0311818 | Time: 2160.71 ms [2022-03-07 03:12:06 main:574] : INFO : Epoch 1988 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 2160.76 ms [2022-03-07 03:12:08 main:574] : INFO : Epoch 1989 | loss: 0.0311806 | val_loss: 0.031182 | Time: 2162.37 ms [2022-03-07 03:12:10 main:574] : INFO : Epoch 1990 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 2156.22 ms [2022-03-07 03:12:12 main:574] : INFO : Epoch 1991 | loss: 0.0311808 | val_loss: 0.0311822 | Time: 2154.05 ms [2022-03-07 03:12:15 main:574] : INFO : Epoch 1992 | loss: 0.0311794 | val_loss: 0.0311815 | Time: 2157.41 ms [2022-03-07 03:12:17 main:574] : INFO : Epoch 1993 | loss: 0.0311786 | val_loss: 0.0311817 | Time: 2157.09 ms [2022-03-07 03:12:19 main:574] : INFO : Epoch 1994 | loss: 0.0311786 | val_loss: 0.0311845 | Time: 2155.98 ms [2022-03-07 03:12:21 main:574] : INFO : Epoch 1995 | loss: 0.0311811 | val_loss: 0.0311904 | Time: 2155.96 ms [2022-03-07 03:12:24 main:574] : INFO : Epoch 1996 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 2155.31 ms [2022-03-07 03:12:26 main:574] : INFO : Epoch 1997 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 2157.03 ms [2022-03-07 03:12:28 main:574] : INFO : Epoch 1998 | loss: 0.0311791 | val_loss: 0.0311834 | Time: 2160.84 ms [2022-03-07 03:12:30 main:574] : INFO : Epoch 1999 | loss: 0.0311758 | val_loss: 0.0311823 | Time: 2164.21 ms [2022-03-07 03:12:33 main:574] : INFO : Epoch 2000 | loss: 0.0311754 | val_loss: 0.0311806 | Time: 2161.47 ms [2022-03-07 03:12:35 main:574] : INFO : Epoch 2001 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 2161.89 ms [2022-03-07 03:12:37 main:574] : INFO : Epoch 2002 | loss: 0.0311744 | val_loss: 0.0311801 | Time: 2161.27 ms [2022-03-07 03:12:39 main:574] : INFO : Epoch 2003 | loss: 0.0311741 | val_loss: 0.0311806 | Time: 2162.54 ms [2022-03-07 03:12:41 main:574] : INFO : Epoch 2004 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2160.85 ms [2022-03-07 03:12:43 main:574] : INFO : Epoch 2005 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 2162.7 ms [2022-03-07 03:12:46 main:574] : INFO : Epoch 2006 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 2161.66 ms [2022-03-07 03:12:48 main:574] : INFO : Epoch 2007 | loss: 0.0311747 | val_loss: 0.0311795 | Time: 2163.87 ms [2022-03-07 03:12:50 main:574] : INFO : Epoch 2008 | loss: 0.0311737 | val_loss: 0.031182 | Time: 2162.15 ms [2022-03-07 03:12:52 main:574] : INFO : Epoch 2009 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2163.9 ms [2022-03-07 03:12:54 main:574] : INFO : Epoch 2010 | loss: 0.0311726 | val_loss: 0.0311785 | Time: 2161.44 ms [2022-03-07 03:12:56 main:574] : INFO : Epoch 2011 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 2160.1 ms [2022-03-07 03:12:59 main:574] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311757 | Time: 2159.83 ms [2022-03-07 03:13:01 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 2163.97 ms [2022-03-07 03:13:03 main:574] : INFO : Epoch 2014 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 2160.2 ms [2022-03-07 03:13:05 main:574] : INFO : Epoch 2015 | loss: 0.0311722 | val_loss: 0.0311777 | Time: 2161.88 ms [2022-03-07 03:13:07 main:574] : INFO : Epoch 2016 | loss: 0.031171 | val_loss: 0.0311776 | Time: 2161.3 ms [2022-03-07 03:13:09 main:574] : INFO : Epoch 2017 | loss: 0.031172 | val_loss: 0.0311785 | Time: 2160.37 ms [2022-03-07 03:13:12 main:574] : INFO : Epoch 2018 | loss: 0.0311737 | val_loss: 0.0311791 | Time: 2163.53 ms [2022-03-07 03:13:14 main:574] : INFO : Epoch 2019 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 2163.4 ms [2022-03-07 03:13:16 main:574] : INFO : Epoch 2020 | loss: 0.0311746 | val_loss: 0.0311796 | Time: 2159.68 ms [2022-03-07 03:13:18 main:574] : INFO : Epoch 2021 | loss: 0.0311733 | val_loss: 0.0311789 | Time: 2162.06 ms [2022-03-07 03:13:20 main:574] : INFO : Epoch 2022 | loss: 0.0311721 | val_loss: 0.03118 | Time: 2163.04 ms [2022-03-07 03:13:22 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.0311786 | Time: 2162.86 ms [2022-03-07 03:13:25 main:574] : INFO : Epoch 2024 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2163.46 ms [2022-03-07 03:13:27 main:574] : INFO : Epoch 2025 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2164.19 ms [2022-03-07 03:13:29 main:574] : INFO : Epoch 2026 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2160.51 ms [2022-03-07 03:13:31 main:574] : INFO : Epoch 2027 | loss: 0.0311713 | val_loss: 0.0311756 | Time: 2161.42 ms [2022-03-07 03:13:33 main:574] : INFO : Epoch 2028 | loss: 0.0311703 | val_loss: 0.0311805 | Time: 2160.74 ms [2022-03-07 03:13:35 main:574] : INFO : Epoch 2029 | loss: 0.0311707 | val_loss: 0.0311753 | Time: 2162.84 ms [2022-03-07 03:13:37 main:574] : INFO : Epoch 2030 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 2162.39 ms [2022-03-07 03:13:40 main:574] : INFO : Epoch 2031 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 2161.86 ms [2022-03-07 03:13:42 main:574] : INFO : Epoch 2032 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 2162.85 ms [2022-03-07 03:13:44 main:574] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 2164.34 ms [2022-03-07 03:13:46 main:574] : INFO : Epoch 2034 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 2161.24 ms [2022-03-07 03:13:48 main:574] : INFO : Epoch 2035 | loss: 0.0311704 | val_loss: 0.031179 | Time: 2161.82 ms [2022-03-07 03:13:50 main:574] : INFO : Epoch 2036 | loss: 0.0311719 | val_loss: 0.0311786 | Time: 2163.89 ms [2022-03-07 03:13:53 main:574] : INFO : Epoch 2037 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 2161.29 ms [2022-03-07 03:13:55 main:574] : INFO : Epoch 2038 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 2165.19 ms [2022-03-07 03:13:57 main:574] : INFO : Epoch 2039 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 2163.77 ms [2022-03-07 03:13:59 main:574] : INFO : Epoch 2040 | loss: 0.0311701 | val_loss: 0.0311771 | Time: 2164.28 ms [2022-03-07 03:14:01 main:574] : INFO : Epoch 2041 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 2164.82 ms [2022-03-07 03:14:03 main:574] : INFO : Epoch 2042 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2160.22 ms [2022-03-07 03:14:06 main:574] : INFO : Epoch 2043 | loss: 0.0311729 | val_loss: 0.0311781 | Time: 2163.52 ms [2022-03-07 03:14:08 main:574] : INFO : Epoch 2044 | loss: 0.0311755 | val_loss: 0.0311748 | Time: 2162.72 ms [2022-03-07 03:14:10 main:574] : INFO : Epoch 2045 | loss: 0.0311756 | val_loss: 0.0311773 | Time: 2163.89 ms [2022-03-07 03:14:12 main:574] : INFO : Epoch 2046 | loss: 0.031174 | val_loss: 0.031176 | Time: 2161.68 ms [2022-03-07 03:14:14 main:574] : INFO : Epoch 2047 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 2165.47 ms [2022-03-07 03:14:16 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2162.04 ms [2022-03-07 03:14:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311785 [2022-03-07 03:14:16 main:603] : INFO : Saving end state to config to file [2022-03-07 03:14:16 main:608] : INFO : Success, exiting.. 03:14:16 (3776): 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)