Task 12639077
| Name | ParityModified-1639958448-23104-3-0_1 |
| Workunit | 9262306 |
| Created | 7 Mar 2022, 11:08:26 UTC |
| Sent | 7 Mar 2022, 12:10:51 UTC |
| Report deadline | 15 Mar 2022, 12:10:51 UTC |
| Received | 7 Mar 2022, 15:11:35 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> 05 main:574] : INFO : Epoch 1542 | loss: 0.0311849 | val_loss: 0.0311858 | Time: 2159.75 ms [2022-03-07 07:53:07 main:574] : INFO : Epoch 1543 | loss: 0.0311845 | val_loss: 0.0311853 | Time: 2160.74 ms [2022-03-07 07:53:09 main:574] : INFO : Epoch 1544 | loss: 0.0311842 | val_loss: 0.0311864 | Time: 2163.61 ms [2022-03-07 07:53:11 main:574] : INFO : Epoch 1545 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 2161.06 ms [2022-03-07 07:53:13 main:574] : INFO : Epoch 1546 | loss: 0.031185 | val_loss: 0.031186 | Time: 2160.85 ms [2022-03-07 07:53:16 main:574] : INFO : Epoch 1547 | loss: 0.0311857 | val_loss: 0.031187 | Time: 2161.46 ms [2022-03-07 07:53:18 main:574] : INFO : Epoch 1548 | loss: 0.0311866 | val_loss: 0.0311876 | Time: 2164.57 ms [2022-03-07 07:53:20 main:574] : INFO : Epoch 1549 | loss: 0.0311851 | val_loss: 0.0311883 | Time: 2161.13 ms [2022-03-07 07:53:22 main:574] : INFO : Epoch 1550 | loss: 0.0311845 | val_loss: 0.0311882 | Time: 2162.08 ms [2022-03-07 07:53:24 main:574] : INFO : Epoch 1551 | loss: 0.0311853 | val_loss: 0.0311883 | Time: 2161.38 ms [2022-03-07 07:53:26 main:574] : INFO : Epoch 1552 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 2160.66 ms [2022-03-07 07:53:29 main:574] : INFO : Epoch 1553 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 2161.9 ms [2022-03-07 07:53:31 main:574] : INFO : Epoch 1554 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 2161.4 ms [2022-03-07 07:53:33 main:574] : INFO : Epoch 1555 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 2160.46 ms [2022-03-07 07:53:35 main:574] : INFO : Epoch 1556 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 2163.04 ms [2022-03-07 07:53:37 main:574] : INFO : Epoch 1557 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 2162.78 ms [2022-03-07 07:53:39 main:574] : INFO : Epoch 1558 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 2162.45 ms [2022-03-07 07:53:42 main:574] : INFO : Epoch 1559 | loss: 0.0311848 | val_loss: 0.0311853 | Time: 2160.8 ms [2022-03-07 07:53:44 main:574] : INFO : Epoch 1560 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 2161.72 ms [2022-03-07 07:53:46 main:574] : INFO : Epoch 1561 | loss: 0.0311874 | val_loss: 0.0311876 | Time: 2160.9 ms [2022-03-07 07:53:48 main:574] : INFO : Epoch 1562 | loss: 0.0311844 | val_loss: 0.0311853 | Time: 2162.48 ms [2022-03-07 07:53:50 main:574] : INFO : Epoch 1563 | loss: 0.0311837 | val_loss: 0.0311855 | Time: 2159.48 ms [2022-03-07 07:53:52 main:574] : INFO : Epoch 1564 | loss: 0.0311847 | val_loss: 0.0311857 | Time: 2161.7 ms [2022-03-07 07:53:55 main:574] : INFO : Epoch 1565 | loss: 0.031184 | val_loss: 0.0311852 | Time: 2160.66 ms [2022-03-07 07:53:57 main:574] : INFO : Epoch 1566 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 2161.16 ms [2022-03-07 07:53:59 main:574] : INFO : Epoch 1567 | loss: 0.0311843 | val_loss: 0.0311861 | Time: 2160.7 ms [2022-03-07 07:54:01 main:574] : INFO : Epoch 1568 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 2161.72 ms [2022-03-07 07:54:03 main:574] : INFO : Epoch 1569 | loss: 0.0311861 | val_loss: 0.0311855 | Time: 2160.71 ms [2022-03-07 07:54:05 main:574] : INFO : Epoch 1570 | loss: 0.0311844 | val_loss: 0.0311857 | Time: 2160.53 ms [2022-03-07 07:54:08 main:574] : INFO : Epoch 1571 | loss: 0.0311837 | val_loss: 0.0311854 | Time: 2160.72 ms [2022-03-07 07:54:10 main:574] : INFO : Epoch 1572 | loss: 0.0311837 | val_loss: 0.0311867 | Time: 2162.14 ms [2022-03-07 07:54:12 main:574] : INFO : Epoch 1573 | loss: 0.0311835 | val_loss: 0.0311854 | Time: 2159.37 ms [2022-03-07 07:54:14 main:574] : INFO : Epoch 1574 | loss: 0.0311835 | val_loss: 0.0311889 | Time: 2160.84 ms [2022-03-07 07:54:16 main:574] : INFO : Epoch 1575 | loss: 0.0311852 | val_loss: 0.0311867 | Time: 2160.04 ms [2022-03-07 07:54:18 main:574] : INFO : Epoch 1576 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 2161.04 ms [2022-03-07 07:54:21 main:574] : INFO : Epoch 1577 | loss: 0.0311843 | val_loss: 0.0311856 | Time: 2161.12 ms [2022-03-07 07:54:23 main:574] : INFO : Epoch 1578 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 2160.68 ms [2022-03-07 07:54:25 main:574] : INFO : Epoch 1579 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 2158.95 ms [2022-03-07 07:54:27 main:574] : INFO : Epoch 1580 | loss: 0.0311838 | val_loss: 0.0311861 | Time: 2159.73 ms [2022-03-07 07:54:29 main:574] : INFO : Epoch 1581 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 2161.22 ms [2022-03-07 07:54:31 main:574] : INFO : Epoch 1582 | loss: 0.0311851 | val_loss: 0.031193 | Time: 2162.25 ms [2022-03-07 07:54:33 main:574] : INFO : Epoch 1583 | loss: 0.031196 | val_loss: 0.0312283 | Time: 2160.36 ms [2022-03-07 07:54:36 main:574] : INFO : Epoch 1584 | loss: 0.0313179 | val_loss: 0.0319812 | Time: 2160.63 ms [2022-03-07 07:54:38 main:574] : INFO : Epoch 1585 | loss: 0.0359842 | val_loss: 0.0373441 | Time: 2160 ms [2022-03-07 07:54:40 main:574] : INFO : Epoch 1586 | loss: 0.032943 | val_loss: 0.0317034 | Time: 2163.09 ms [2022-03-07 07:54:42 main:574] : INFO : Epoch 1587 | loss: 0.0314457 | val_loss: 0.0313221 | Time: 2160.03 ms [2022-03-07 07:54:44 main:574] : INFO : Epoch 1588 | loss: 0.0312692 | val_loss: 0.0312423 | Time: 2163.38 ms [2022-03-07 07:54:46 main:574] : INFO : Epoch 1589 | loss: 0.0312295 | val_loss: 0.0312199 | Time: 2160.7 ms [2022-03-07 07:54:49 main:574] : INFO : Epoch 1590 | loss: 0.0312158 | val_loss: 0.0312118 | Time: 2162.14 ms [2022-03-07 07:54:51 main:574] : INFO : Epoch 1591 | loss: 0.0312101 | val_loss: 0.031208 | Time: 2159.67 ms [2022-03-07 07:54:53 main:574] : INFO : Epoch 1592 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 2159.83 ms [2022-03-07 07:54:55 main:574] : INFO : Epoch 1593 | loss: 0.0312061 | val_loss: 0.0312044 | Time: 2160.39 ms [2022-03-07 07:54:57 main:574] : INFO : Epoch 1594 | loss: 0.0312051 | val_loss: 0.031203 | Time: 2161.43 ms [2022-03-07 07:54:59 main:574] : INFO : Epoch 1595 | loss: 0.0312035 | val_loss: 0.0312023 | Time: 2161.11 ms [2022-03-07 07:55:02 main:574] : INFO : Epoch 1596 | loss: 0.0312032 | val_loss: 0.031201 | Time: 2161.99 ms [2022-03-07 07:55:04 main:574] : INFO : Epoch 1597 | loss: 0.0312025 | val_loss: 0.0312016 | Time: 2160.12 ms [2022-03-07 07:55:06 main:574] : INFO : Epoch 1598 | loss: 0.0312016 | val_loss: 0.0311995 | Time: 2164.86 ms [2022-03-07 07:55:08 main:574] : INFO : Epoch 1599 | loss: 0.0312006 | val_loss: 0.0311987 | Time: 2160.76 ms [2022-03-07 07:55:10 main:574] : INFO : Epoch 1600 | loss: 0.0312002 | val_loss: 0.0311976 | Time: 2161.9 ms [2022-03-07 07:55:12 main:574] : INFO : Epoch 1601 | loss: 0.031201 | val_loss: 0.0311985 | Time: 2161.22 ms [2022-03-07 07:55:15 main:574] : INFO : Epoch 1602 | loss: 0.0312 | val_loss: 0.0311962 | Time: 2162.34 ms [2022-03-07 07:55:17 main:574] : INFO : Epoch 1603 | loss: 0.0311994 | val_loss: 0.0311956 | Time: 2158.58 ms [2022-03-07 07:55:19 main:574] : INFO : Epoch 1604 | loss: 0.031197 | val_loss: 0.0311948 | Time: 2162.36 ms [2022-03-07 07:55:21 main:574] : INFO : Epoch 1605 | loss: 0.031197 | val_loss: 0.0311943 | Time: 2161.48 ms [2022-03-07 07:55:23 main:574] : INFO : Epoch 1606 | loss: 0.0311962 | val_loss: 0.0311941 | Time: 2160.72 ms [2022-03-07 07:55:25 main:574] : INFO : Epoch 1607 | loss: 0.0311953 | val_loss: 0.0311939 | Time: 2161.67 ms [2022-03-07 07:55:28 main:574] : INFO : Epoch 1608 | loss: 0.0311946 | val_loss: 0.0311918 | Time: 2162.45 ms [2022-03-07 07:55:30 main:574] : INFO : Epoch 1609 | loss: 0.0311941 | val_loss: 0.0311909 | Time: 2162.31 ms [2022-03-07 07:55:32 main:574] : INFO : Epoch 1610 | loss: 0.0311919 | val_loss: 0.0311885 | Time: 2162.31 ms [2022-03-07 07:55:34 main:574] : INFO : Epoch 1611 | loss: 0.0311908 | val_loss: 0.0311876 | Time: 2162.07 ms [2022-03-07 07:55:36 main:574] : INFO : Epoch 1612 | loss: 0.031191 | val_loss: 0.031188 | Time: 2162.07 ms [2022-03-07 07:55:38 main:574] : INFO : Epoch 1613 | loss: 0.0311902 | val_loss: 0.0311889 | Time: 2161.04 ms [2022-03-07 07:55:41 main:574] : INFO : Epoch 1614 | loss: 0.0311889 | val_loss: 0.0311868 | Time: 2161.4 ms [2022-03-07 07:55:43 main:574] : INFO : Epoch 1615 | loss: 0.0311883 | val_loss: 0.0311866 | Time: 2160.6 ms [2022-03-07 07:55:45 main:574] : INFO : Epoch 1616 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 2162.39 ms [2022-03-07 07:55:47 main:574] : INFO : Epoch 1617 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 2161.62 ms [2022-03-07 07:55:49 main:574] : INFO : Epoch 1618 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 2159.73 ms [2022-03-07 07:55:51 main:574] : INFO : Epoch 1619 | loss: 0.0311887 | val_loss: 0.0311854 | Time: 2160.57 ms [2022-03-07 07:55:54 main:574] : INFO : Epoch 1620 | loss: 0.0311867 | val_loss: 0.0311851 | Time: 2162.21 ms [2022-03-07 07:55:56 main:574] : INFO : Epoch 1621 | loss: 0.0311862 | val_loss: 0.0311849 | Time: 2160.83 ms [2022-03-07 07:55:58 main:574] : INFO : Epoch 1622 | loss: 0.0311864 | val_loss: 0.0311849 | Time: 2162.84 ms [2022-03-07 07:56:00 main:574] : INFO : Epoch 1623 | loss: 0.0311873 | val_loss: 0.031185 | Time: 2160.06 ms [2022-03-07 07:56:02 main:574] : INFO : Epoch 1624 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 2160.48 ms [2022-03-07 07:56:04 main:574] : INFO : Epoch 1625 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2159.45 ms [2022-03-07 07:56:07 main:574] : INFO : Epoch 1626 | loss: 0.0311859 | val_loss: 0.0311844 | Time: 2161.09 ms [2022-03-07 07:56:09 main:574] : INFO : Epoch 1627 | loss: 0.0311857 | val_loss: 0.0311844 | Time: 2160.25 ms [2022-03-07 07:56:11 main:574] : INFO : Epoch 1628 | loss: 0.0311875 | val_loss: 0.0311843 | Time: 2160.04 ms [2022-03-07 07:56:13 main:574] : INFO : Epoch 1629 | loss: 0.031186 | val_loss: 0.0311844 | Time: 2164.96 ms [2022-03-07 07:56:15 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.0311843 | Time: 2160.78 ms [2022-03-07 07:56:17 main:574] : INFO : Epoch 1631 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 2159.31 ms [2022-03-07 07:56:20 main:574] : INFO : Epoch 1632 | loss: 0.0311849 | val_loss: 0.0311845 | Time: 2160.71 ms [2022-03-07 07:56:22 main:574] : INFO : Epoch 1633 | loss: 0.0311855 | val_loss: 0.031187 | Time: 2161.95 ms [2022-03-07 07:56:24 main:574] : INFO : Epoch 1634 | loss: 0.0311852 | val_loss: 0.0311843 | Time: 2161.26 ms [2022-03-07 07:56:26 main:574] : INFO : Epoch 1635 | loss: 0.0311848 | val_loss: 0.0311844 | Time: 2163.03 ms [2022-03-07 07:56:28 main:574] : INFO : Epoch 1636 | loss: 0.031185 | val_loss: 0.0311846 | Time: 2161.5 ms [2022-03-07 07:56:30 main:574] : INFO : Epoch 1637 | loss: 0.0311851 | val_loss: 0.0311853 | Time: 2161.32 ms [2022-03-07 07:56:32 main:574] : INFO : Epoch 1638 | loss: 0.0311845 | val_loss: 0.0311843 | Time: 2159.95 ms [2022-03-07 07:56:35 main:574] : INFO : Epoch 1639 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2161.01 ms [2022-03-07 07:56:37 main:574] : INFO : Epoch 1640 | loss: 0.0311845 | val_loss: 0.0311847 | Time: 2160.83 ms [2022-03-07 07:56:39 main:574] : INFO : Epoch 1641 | loss: 0.031184 | val_loss: 0.0311868 | Time: 2160.11 ms [2022-03-07 07:56:41 main:574] : INFO : Epoch 1642 | loss: 0.0311854 | val_loss: 0.0311926 | Time: 2161.65 ms [2022-03-07 07:56:43 main:574] : INFO : Epoch 1643 | loss: 0.0311854 | val_loss: 0.0311847 | Time: 2160.9 ms [2022-03-07 07:56:45 main:574] : INFO : Epoch 1644 | loss: 0.0311854 | val_loss: 0.031185 | Time: 2162.12 ms [2022-03-07 07:56:48 main:574] : INFO : Epoch 1645 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 2162.87 ms [2022-03-07 07:56:50 main:574] : INFO : Epoch 1646 | loss: 0.0311839 | val_loss: 0.0311856 | Time: 2159.79 ms [2022-03-07 07:56:52 main:574] : INFO : Epoch 1647 | loss: 0.031186 | val_loss: 0.0311848 | Time: 2162.17 ms [2022-03-07 07:56:54 main:574] : INFO : Epoch 1648 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 2160.54 ms [2022-03-07 07:56:56 main:574] : INFO : Epoch 1649 | loss: 0.0311839 | val_loss: 0.0311844 | Time: 2162.39 ms [2022-03-07 07:56:58 main:574] : INFO : Epoch 1650 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 2161.75 ms [2022-03-07 07:57:01 main:574] : INFO : Epoch 1651 | loss: 0.0311835 | val_loss: 0.0311847 | Time: 2160.94 ms [2022-03-07 07:57:03 main:574] : INFO : Epoch 1652 | loss: 0.0311841 | val_loss: 0.031184 | Time: 2160.74 ms [2022-03-07 07:57:05 main:574] : INFO : Epoch 1653 | loss: 0.0311834 | val_loss: 0.031184 | Time: 2161.11 ms [2022-03-07 07:57:07 main:574] : INFO : Epoch 1654 | loss: 0.0311837 | val_loss: 0.0311848 | Time: 2160.73 ms [2022-03-07 07:57:09 main:574] : INFO : Epoch 1655 | loss: 0.0311837 | val_loss: 0.031184 | Time: 2162.15 ms [2022-03-07 07:57:11 main:574] : INFO : Epoch 1656 | loss: 0.0311841 | val_loss: 0.0311848 | Time: 2161.83 ms [2022-03-07 07:57:14 main:574] : INFO : Epoch 1657 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 2161.15 ms [2022-03-07 07:57:16 main:574] : INFO : Epoch 1658 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 2162.55 ms [2022-03-07 07:57:18 main:574] : INFO : Epoch 1659 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 2162.42 ms [2022-03-07 07:57:20 main:574] : INFO : Epoch 1660 | loss: 0.0311832 | val_loss: 0.031184 | Time: 2161.6 ms [2022-03-07 07:57:22 main:574] : INFO : Epoch 1661 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 2160.35 ms [2022-03-07 07:57:24 main:574] : INFO : Epoch 1662 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 2162.18 ms [2022-03-07 07:57:27 main:574] : INFO : Epoch 1663 | loss: 0.0311833 | val_loss: 0.0311844 | Time: 2161.04 ms [2022-03-07 07:57:29 main:574] : INFO : Epoch 1664 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 2161.37 ms [2022-03-07 07:57:31 main:574] : INFO : Epoch 1665 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2162.27 ms [2022-03-07 07:57:33 main:574] : INFO : Epoch 1666 | loss: 0.0311832 | val_loss: 0.0311838 | Time: 2161.6 ms [2022-03-07 07:57:35 main:574] : INFO : Epoch 1667 | loss: 0.0311834 | val_loss: 0.0311854 | Time: 2160.85 ms [2022-03-07 07:57:37 main:574] : INFO : Epoch 1668 | loss: 0.0311831 | val_loss: 0.031184 | Time: 2161.74 ms [2022-03-07 07:57:40 main:574] : INFO : Epoch 1669 | loss: 0.0311836 | val_loss: 0.0311845 | Time: 2162.68 ms [2022-03-07 07:57:42 main:574] : INFO : Epoch 1670 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 2160.26 ms [2022-03-07 07:57:44 main:574] : INFO : Epoch 1671 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 2160.18 ms [2022-03-07 07:57:46 main:574] : INFO : Epoch 1672 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 2164.19 ms [2022-03-07 07:57:48 main:574] : INFO : Epoch 1673 | loss: 0.0311827 | val_loss: 0.0311843 | Time: 2162.49 ms [2022-03-07 07:57:50 main:574] : INFO : Epoch 1674 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 2160.7 ms [2022-03-07 07:57:53 main:574] : INFO : Epoch 1675 | loss: 0.0311829 | val_loss: 0.0311858 | Time: 2161.84 ms [2022-03-07 07:57:55 main:574] : INFO : Epoch 1676 | loss: 0.031183 | val_loss: 0.0311841 | Time: 2162 ms [2022-03-07 07:57:57 main:574] : INFO : Epoch 1677 | loss: 0.0311831 | val_loss: 0.0311856 | Time: 2162.03 ms [2022-03-07 07:57:59 main:574] : INFO : Epoch 1678 | loss: 0.031183 | val_loss: 0.0311865 | Time: 2160.84 ms [2022-03-07 07:58:01 main:574] : INFO : Epoch 1679 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 2160.91 ms [2022-03-07 07:58:03 main:574] : INFO : Epoch 1680 | loss: 0.0311825 | val_loss: 0.0311845 | Time: 2161.96 ms [2022-03-07 07:58:06 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.031186 | Time: 2159.27 ms [2022-03-07 07:58:08 main:574] : INFO : Epoch 1682 | loss: 0.0311855 | val_loss: 0.031184 | Time: 2161.99 ms [2022-03-07 07:58:10 main:574] : INFO : Epoch 1683 | loss: 0.0311833 | val_loss: 0.031184 | Time: 2161.19 ms [2022-03-07 07:58:12 main:574] : INFO : Epoch 1684 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2159.52 ms [2022-03-07 07:58:14 main:574] : INFO : Epoch 1685 | loss: 0.0311822 | val_loss: 0.0311842 | Time: 2162.34 ms [2022-03-07 07:58:16 main:574] : INFO : Epoch 1686 | loss: 0.0311833 | val_loss: 0.031184 | Time: 2160.02 ms [2022-03-07 07:58:19 main:574] : INFO : Epoch 1687 | loss: 0.031183 | val_loss: 0.0311854 | Time: 2161.19 ms [2022-03-07 07:58:21 main:574] : INFO : Epoch 1688 | loss: 0.0311832 | val_loss: 0.0311852 | Time: 2160.73 ms [2022-03-07 07:58:23 main:574] : INFO : Epoch 1689 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2160.19 ms [2022-03-07 07:58:25 main:574] : INFO : Epoch 1690 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2162.18 ms [2022-03-07 07:58:27 main:574] : INFO : Epoch 1691 | loss: 0.031182 | val_loss: 0.0311841 | Time: 2161.72 ms [2022-03-07 07:58:29 main:574] : INFO : Epoch 1692 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 2161.65 ms [2022-03-07 07:58:31 main:574] : INFO : Epoch 1693 | loss: 0.0311821 | val_loss: 0.031185 | Time: 2162.67 ms [2022-03-07 07:58:34 main:574] : INFO : Epoch 1694 | loss: 0.0311829 | val_loss: 0.0311889 | Time: 2161.03 ms [2022-03-07 07:58:36 main:574] : INFO : Epoch 1695 | loss: 0.0311833 | val_loss: 0.0311848 | Time: 2160.12 ms [2022-03-07 07:58:38 main:574] : INFO : Epoch 1696 | loss: 0.0311832 | val_loss: 0.031185 | Time: 2161.94 ms [2022-03-07 07:58:40 main:574] : INFO : Epoch 1697 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 2160.57 ms [2022-03-07 07:58:42 main:574] : INFO : Epoch 1698 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 2160.41 ms [2022-03-07 07:58:44 main:574] : INFO : Epoch 1699 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2161.17 ms [2022-03-07 07:58:47 main:574] : INFO : Epoch 1700 | loss: 0.031182 | val_loss: 0.0311842 | Time: 2162.11 ms [2022-03-07 07:58:49 main:574] : INFO : Epoch 1701 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2160.75 ms [2022-03-07 07:58:51 main:574] : INFO : Epoch 1702 | loss: 0.031182 | val_loss: 0.0311843 | Time: 2160.96 ms [2022-03-07 07:58:53 main:574] : INFO : Epoch 1703 | loss: 0.031182 | val_loss: 0.0311838 | Time: 2159.5 ms [2022-03-07 07:58:55 main:574] : INFO : Epoch 1704 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 2162.2 ms [2022-03-07 07:58:57 main:574] : INFO : Epoch 1705 | loss: 0.0311822 | val_loss: 0.0311846 | Time: 2160.72 ms [2022-03-07 07:59:00 main:574] : INFO : Epoch 1706 | loss: 0.0311818 | val_loss: 0.0311844 | Time: 2163.62 ms [2022-03-07 07:59:02 main:574] : INFO : Epoch 1707 | loss: 0.0311826 | val_loss: 0.0311889 | Time: 2161.47 ms [2022-03-07 07:59:04 main:574] : INFO : Epoch 1708 | loss: 0.0311839 | val_loss: 0.0311841 | Time: 2160.33 ms [2022-03-07 07:59:06 main:574] : INFO : Epoch 1709 | loss: 0.0311815 | val_loss: 0.031184 | Time: 2163.19 ms [2022-03-07 07:59:08 main:574] : INFO : Epoch 1710 | loss: 0.0311814 | val_loss: 0.0311841 | Time: 2161.7 ms [2022-03-07 07:59:10 main:574] : INFO : Epoch 1711 | loss: 0.0311823 | val_loss: 0.0311854 | Time: 2161.62 ms [2022-03-07 07:59:13 main:574] : INFO : Epoch 1712 | loss: 0.0311826 | val_loss: 0.0311876 | Time: 2160.38 ms [2022-03-07 07:59:15 main:574] : INFO : Epoch 1713 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 2162.71 ms [2022-03-07 07:59:17 main:574] : INFO : Epoch 1714 | loss: 0.0311811 | val_loss: 0.031184 | Time: 2163.6 ms [2022-03-07 07:59:19 main:574] : INFO : Epoch 1715 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2159.89 ms [2022-03-07 07:59:21 main:574] : INFO : Epoch 1716 | loss: 0.0311812 | val_loss: 0.0311841 | Time: 2161.56 ms [2022-03-07 07:59:23 main:574] : INFO : Epoch 1717 | loss: 0.0311814 | val_loss: 0.0311846 | Time: 2160.07 ms [2022-03-07 07:59:26 main:574] : INFO : Epoch 1718 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 2160.02 ms [2022-03-07 07:59:28 main:574] : INFO : Epoch 1719 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 2161.16 ms [2022-03-07 07:59:30 main:574] : INFO : Epoch 1720 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 2161.65 ms [2022-03-07 07:59:32 main:574] : INFO : Epoch 1721 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 2160.8 ms [2022-03-07 07:59:34 main:574] : INFO : Epoch 1722 | loss: 0.0311823 | val_loss: 0.0311849 | Time: 2164.33 ms [2022-03-07 07:59:36 main:574] : INFO : Epoch 1723 | loss: 0.0311824 | val_loss: 0.0311844 | Time: 2162.8 ms [2022-03-07 07:59:39 main:574] : INFO : Epoch 1724 | loss: 0.031182 | val_loss: 0.0311845 | Time: 2161.28 ms [2022-03-07 07:59:41 main:574] : INFO : Epoch 1725 | loss: 0.0311812 | val_loss: 0.0311844 | Time: 2163.66 ms [2022-03-07 07:59:43 main:574] : INFO : Epoch 1726 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 2162.09 ms [2022-03-07 07:59:45 main:574] : INFO : Epoch 1727 | loss: 0.0311811 | val_loss: 0.031185 | Time: 2166.23 ms [2022-03-07 07:59:47 main:574] : INFO : Epoch 1728 | loss: 0.031184 | val_loss: 0.0311844 | Time: 2161.76 ms [2022-03-07 07:59:49 main:574] : INFO : Epoch 1729 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 2162.61 ms [2022-03-07 07:59:52 main:574] : INFO : Epoch 1730 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 2161.95 ms [2022-03-07 07:59:54 main:574] : INFO : Epoch 1731 | loss: 0.0311808 | val_loss: 0.0311851 | Time: 2161.29 ms [2022-03-07 07:59:56 main:574] : INFO : Epoch 1732 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 2161.79 ms [2022-03-07 07:59:58 main:574] : INFO : Epoch 1733 | loss: 0.031181 | val_loss: 0.0311846 | Time: 2161.38 ms [2022-03-07 08:00:00 main:574] : INFO : Epoch 1734 | loss: 0.0311807 | val_loss: 0.0311852 | Time: 2162.83 ms [2022-03-07 08:00:02 main:574] : INFO : Epoch 1735 | loss: 0.031182 | val_loss: 0.0311905 | Time: 2159.64 ms [2022-03-07 08:00:05 main:574] : INFO : Epoch 1736 | loss: 0.0311834 | val_loss: 0.0311912 | Time: 2160.87 ms [2022-03-07 08:00:07 main:574] : INFO : Epoch 1737 | loss: 0.0311839 | val_loss: 0.0311863 | Time: 2162.67 ms [2022-03-07 08:00:09 main:574] : INFO : Epoch 1738 | loss: 0.0311823 | val_loss: 0.0311846 | Time: 2161.36 ms [2022-03-07 08:00:11 main:574] : INFO : Epoch 1739 | loss: 0.0311806 | val_loss: 0.0311852 | Time: 2160.02 ms [2022-03-07 08:00:13 main:574] : INFO : Epoch 1740 | loss: 0.031181 | val_loss: 0.0311864 | Time: 2162.15 ms [2022-03-07 08:00:15 main:574] : INFO : Epoch 1741 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 2160.31 ms [2022-03-07 08:00:18 main:574] : INFO : Epoch 1742 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 2162.03 ms [2022-03-07 08:00:20 main:574] : INFO : Epoch 1743 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 2161.16 ms [2022-03-07 08:00:22 main:574] : INFO : Epoch 1744 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 2162.16 ms [2022-03-07 08:00:24 main:574] : INFO : Epoch 1745 | loss: 0.0311806 | val_loss: 0.0311838 | Time: 2159.79 ms [2022-03-07 08:00:26 main:574] : INFO : Epoch 1746 | loss: 0.0311813 | val_loss: 0.0311845 | Time: 2161.3 ms [2022-03-07 08:00:28 main:574] : INFO : Epoch 1747 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2162.63 ms [2022-03-07 08:00:30 main:574] : INFO : Epoch 1748 | loss: 0.0311822 | val_loss: 0.0311928 | Time: 2161.54 ms [2022-03-07 08:00:33 main:574] : INFO : Epoch 1749 | loss: 0.0311838 | val_loss: 0.0311858 | Time: 2161.11 ms [2022-03-07 08:00:35 main:574] : INFO : Epoch 1750 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 2161.2 ms [2022-03-07 08:00:37 main:574] : INFO : Epoch 1751 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 2177.56 ms [2022-03-07 08:00:39 main:574] : INFO : Epoch 1752 | loss: 0.0311839 | val_loss: 0.0311861 | Time: 2159.68 ms [2022-03-07 08:00:41 main:574] : INFO : Epoch 1753 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 2159 ms [2022-03-07 08:00:44 main:574] : INFO : Epoch 1754 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 2159.24 ms [2022-03-07 08:00:46 main:574] : INFO : Epoch 1755 | loss: 0.0311813 | val_loss: 0.031184 | Time: 2163.25 ms [2022-03-07 08:00:48 main:574] : INFO : Epoch 1756 | loss: 0.0311801 | val_loss: 0.0311846 | Time: 2162.23 ms [2022-03-07 08:00:50 main:574] : INFO : Epoch 1757 | loss: 0.03118 | val_loss: 0.031184 | Time: 2161.11 ms [2022-03-07 08:00:52 main:574] : INFO : Epoch 1758 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 2161.75 ms [2022-03-07 08:00:54 main:574] : INFO : Epoch 1759 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 2160.78 ms [2022-03-07 08:00:57 main:574] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 2161.3 ms [2022-03-07 08:00:59 main:574] : INFO : Epoch 1761 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 2161.77 ms [2022-03-07 08:01:01 main:574] : INFO : Epoch 1762 | loss: 0.0311801 | val_loss: 0.0311838 | Time: 2166.36 ms [2022-03-07 08:01:03 main:574] : INFO : Epoch 1763 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 2165.79 ms [2022-03-07 08:01:05 main:574] : INFO : Epoch 1764 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 2160.08 ms [2022-03-07 08:01:07 main:574] : INFO : Epoch 1765 | loss: 0.0311804 | val_loss: 0.0311842 | Time: 2163.67 ms [2022-03-07 08:01:10 main:574] : INFO : Epoch 1766 | loss: 0.0311805 | val_loss: 0.0311872 | Time: 2162.21 ms [2022-03-07 08:01:12 main:574] : INFO : Epoch 1767 | loss: 0.0311817 | val_loss: 0.0311874 | Time: 2166.95 ms [2022-03-07 08:01:14 main:574] : INFO : Epoch 1768 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2165.8 ms [2022-03-07 08:01:16 main:574] : INFO : Epoch 1769 | loss: 0.03118 | val_loss: 0.0311841 | Time: 2162.58 ms [2022-03-07 08:01:18 main:574] : INFO : Epoch 1770 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 2162.65 ms [2022-03-07 08:01:20 main:574] : INFO : Epoch 1771 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2162.55 ms [2022-03-07 08:01:23 main:574] : INFO : Epoch 1772 | loss: 0.0311805 | val_loss: 0.0311849 | Time: 2163.54 ms [2022-03-07 08:01:25 main:574] : INFO : Epoch 1773 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 2159.87 ms [2022-03-07 08:01:27 main:574] : INFO : Epoch 1774 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2161.24 ms [2022-03-07 08:01:29 main:574] : INFO : Epoch 1775 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 2160.83 ms [2022-03-07 08:01:31 main:574] : INFO : Epoch 1776 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2164.63 ms [2022-03-07 08:01:33 main:574] : INFO : Epoch 1777 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 2161.69 ms [2022-03-07 08:01:36 main:574] : INFO : Epoch 1778 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 2162.84 ms [2022-03-07 08:01:38 main:574] : INFO : Epoch 1779 | loss: 0.0311807 | val_loss: 0.031185 | Time: 2162.26 ms [2022-03-07 08:01:40 main:574] : INFO : Epoch 1780 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 2165.8 ms [2022-03-07 08:01:42 main:574] : INFO : Epoch 1781 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 2157.46 ms [2022-03-07 08:01:44 main:574] : INFO : Epoch 1782 | loss: 0.0311797 | val_loss: 0.0311839 | Time: 2159.08 ms [2022-03-07 08:01:47 main:574] : INFO : Epoch 1783 | loss: 0.0311796 | val_loss: 0.0311848 | Time: 2170.19 ms [2022-03-07 08:01:49 main:574] : INFO : Epoch 1784 | loss: 0.0311802 | val_loss: 0.0311854 | Time: 2162.86 ms [2022-03-07 08:01:51 main:574] : INFO : Epoch 1785 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 2161.29 ms [2022-03-07 08:01:53 main:574] : INFO : Epoch 1786 | loss: 0.0311824 | val_loss: 0.0311855 | Time: 2166.13 ms [2022-03-07 08:01:55 main:574] : INFO : Epoch 1787 | loss: 0.0311811 | val_loss: 0.0311866 | Time: 2187.54 ms [2022-03-07 08:01:58 main:574] : INFO : Epoch 1788 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 2165.37 ms [2022-03-07 08:02:00 main:574] : INFO : Epoch 1789 | loss: 0.0311799 | val_loss: 0.031185 | Time: 2161.62 ms [2022-03-07 08:02:02 main:574] : INFO : Epoch 1790 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 2162.6 ms [2022-03-07 08:02:04 main:574] : INFO : Epoch 1791 | loss: 0.03118 | val_loss: 0.0311862 | Time: 2160.1 ms [2022-03-07 08:02:07 main:574] : INFO : Epoch 1792 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 2165.98 ms [2022-03-07 08:02:09 main:574] : INFO : Epoch 1793 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2160.72 ms [2022-03-07 08:02:11 main:574] : INFO : Epoch 1794 | loss: 0.0311801 | val_loss: 0.0311855 | Time: 2159.85 ms [2022-03-07 08:02:13 main:574] : INFO : Epoch 1795 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2163.21 ms [2022-03-07 08:02:15 main:574] : INFO : Epoch 1796 | loss: 0.0311804 | val_loss: 0.0311845 | Time: 2161.06 ms [2022-03-07 08:02:17 main:574] : INFO : Epoch 1797 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 2161.56 ms [2022-03-07 08:02:20 main:574] : INFO : Epoch 1798 | loss: 0.0311809 | val_loss: 0.0311895 | Time: 2161.58 ms [2022-03-07 08:02:22 main:574] : INFO : Epoch 1799 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 2162.64 ms [2022-03-07 08:02:24 main:574] : INFO : Epoch 1800 | loss: 0.0311797 | val_loss: 0.0311842 | Time: 2160.41 ms [2022-03-07 08:02:26 main:574] : INFO : Epoch 1801 | loss: 0.03118 | val_loss: 0.0311847 | Time: 2162.4 ms [2022-03-07 08:02:28 main:574] : INFO : Epoch 1802 | loss: 0.0311792 | val_loss: 0.0311846 | Time: 2161.7 ms [2022-03-07 08:02:30 main:574] : INFO : Epoch 1803 | loss: 0.0311794 | val_loss: 0.0311861 | Time: 2161.64 ms [2022-03-07 08:02:33 main:574] : INFO : Epoch 1804 | loss: 0.0311798 | val_loss: 0.031184 | Time: 2162.04 ms [2022-03-07 08:02:35 main:574] : INFO : Epoch 1805 | loss: 0.0311798 | val_loss: 0.031184 | Time: 2163.48 ms [2022-03-07 08:02:37 main:574] : INFO : Epoch 1806 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 2161.08 ms [2022-03-07 08:02:39 main:574] : INFO : Epoch 1807 | loss: 0.03118 | val_loss: 0.031185 | Time: 2164.52 ms [2022-03-07 08:02:41 main:574] : INFO : Epoch 1808 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 2162.32 ms [2022-03-07 08:02:43 main:574] : INFO : Epoch 1809 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 2160.33 ms [2022-03-07 08:02:46 main:574] : INFO : Epoch 1810 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 2163.5 ms [2022-03-07 08:02:48 main:574] : INFO : Epoch 1811 | loss: 0.0311794 | val_loss: 0.031185 | Time: 2161.78 ms [2022-03-07 08:02:50 main:574] : INFO : Epoch 1812 | loss: 0.0311799 | val_loss: 0.0311855 | Time: 2163.6 ms [2022-03-07 08:02:52 main:574] : INFO : Epoch 1813 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 2159.52 ms [2022-03-07 08:02:54 main:574] : INFO : Epoch 1814 | loss: 0.0311807 | val_loss: 0.031189 | Time: 2162.16 ms [2022-03-07 08:02:56 main:574] : INFO : Epoch 1815 | loss: 0.031181 | val_loss: 0.031185 | Time: 2161.58 ms [2022-03-07 08:02:59 main:574] : INFO : Epoch 1816 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 2161.26 ms [2022-03-07 08:03:01 main:574] : INFO : Epoch 1817 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 2162.22 ms [2022-03-07 08:03:03 main:574] : INFO : Epoch 1818 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2165.1 ms [2022-03-07 08:03:05 main:574] : INFO : Epoch 1819 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 2159.11 ms [2022-03-07 08:03:07 main:574] : INFO : Epoch 1820 | loss: 0.0311794 | val_loss: 0.0311853 | Time: 2161.55 ms [2022-03-07 08:03:09 main:574] : INFO : Epoch 1821 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 2160.14 ms [2022-03-07 08:03:12 main:574] : INFO : Epoch 1822 | loss: 0.0311797 | val_loss: 0.0311842 | Time: 2164.11 ms [2022-03-07 08:03:14 main:574] : INFO : Epoch 1823 | loss: 0.0311817 | val_loss: 0.0311851 | Time: 2159.53 ms [2022-03-07 08:03:16 main:574] : INFO : Epoch 1824 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 2159.68 ms [2022-03-07 08:03:18 main:574] : INFO : Epoch 1825 | loss: 0.0311804 | val_loss: 0.0311847 | Time: 2160.37 ms [2022-03-07 08:03:20 main:574] : INFO : Epoch 1826 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 2160.07 ms [2022-03-07 08:03:22 main:574] : INFO : Epoch 1827 | loss: 0.031179 | val_loss: 0.0311841 | Time: 2161.21 ms [2022-03-07 08:03:25 main:574] : INFO : Epoch 1828 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 2161.67 ms [2022-03-07 08:03:27 main:574] : INFO : Epoch 1829 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 2160.11 ms [2022-03-07 08:03:29 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311844 | Time: 2163.9 ms [2022-03-07 08:03:31 main:574] : INFO : Epoch 1831 | loss: 0.03118 | val_loss: 0.0311839 | Time: 2161.82 ms [2022-03-07 08:03:33 main:574] : INFO : Epoch 1832 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 2160.37 ms [2022-03-07 08:03:35 main:574] : INFO : Epoch 1833 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 2161.33 ms [2022-03-07 08:03:38 main:574] : INFO : Epoch 1834 | loss: 0.0311801 | val_loss: 0.031186 | Time: 2162.93 ms [2022-03-07 08:03:40 main:574] : INFO : Epoch 1835 | loss: 0.0311785 | val_loss: 0.0311847 | Time: 2162.66 ms [2022-03-07 08:03:42 main:574] : INFO : Epoch 1836 | loss: 0.0311797 | val_loss: 0.0311852 | Time: 2161.26 ms [2022-03-07 08:03:44 main:574] : INFO : Epoch 1837 | loss: 0.031181 | val_loss: 0.0311839 | Time: 2160.63 ms [2022-03-07 08:03:46 main:574] : INFO : Epoch 1838 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 2158.28 ms [2022-03-07 08:03:48 main:574] : INFO : Epoch 1839 | loss: 0.0311788 | val_loss: 0.031189 | Time: 2158.72 ms [2022-03-07 08:03:50 main:574] : INFO : Epoch 1840 | loss: 0.0311814 | val_loss: 0.0311884 | Time: 2161.76 ms [2022-03-07 08:03:53 main:574] : INFO : Epoch 1841 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 2160.71 ms [2022-03-07 08:03:55 main:574] : INFO : Epoch 1842 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 2167.63 ms [2022-03-07 08:03:57 main:574] : INFO : Epoch 1843 | loss: 0.0311794 | val_loss: 0.0311838 | Time: 2160.68 ms [2022-03-07 08:03:59 main:574] : INFO : Epoch 1844 | loss: 0.0311836 | val_loss: 0.031185 | Time: 2161.52 ms [2022-03-07 08:04:01 main:574] : INFO : Epoch 1845 | loss: 0.0311805 | val_loss: 0.0311858 | Time: 2160.54 ms [2022-03-07 08:04:03 main:574] : INFO : Epoch 1846 | loss: 0.0311784 | val_loss: 0.0311841 | Time: 2162.58 ms [2022-03-07 08:04:06 main:574] : INFO : Epoch 1847 | loss: 0.0311789 | val_loss: 0.031185 | Time: 2161.47 ms [2022-03-07 08:04:08 main:574] : INFO : Epoch 1848 | loss: 0.031179 | val_loss: 0.0311846 | Time: 2161.7 ms [2022-03-07 08:04:10 main:574] : INFO : Epoch 1849 | loss: 0.0311782 | val_loss: 0.0311846 | Time: 2159.74 ms [2022-03-07 08:04:12 main:574] : INFO : Epoch 1850 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 2160.05 ms [2022-03-07 08:04:14 main:574] : INFO : Epoch 1851 | loss: 0.0311799 | val_loss: 0.0311863 | Time: 2160.74 ms [2022-03-07 08:04:16 main:574] : INFO : Epoch 1852 | loss: 0.0311794 | val_loss: 0.0311841 | Time: 2159.36 ms [2022-03-07 08:04:19 main:574] : INFO : Epoch 1853 | loss: 0.0311784 | val_loss: 0.0311845 | Time: 2159.91 ms [2022-03-07 08:04:21 main:574] : INFO : Epoch 1854 | loss: 0.0311788 | val_loss: 0.0311854 | Time: 2160.7 ms [2022-03-07 08:04:23 main:574] : INFO : Epoch 1855 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 2163.16 ms [2022-03-07 08:04:25 main:574] : INFO : Epoch 1856 | loss: 0.0311792 | val_loss: 0.0311893 | Time: 2163.04 ms [2022-03-07 08:04:27 main:574] : INFO : Epoch 1857 | loss: 0.0311806 | val_loss: 0.0311886 | Time: 2162.06 ms [2022-03-07 08:04:29 main:574] : INFO : Epoch 1858 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 2161.5 ms [2022-03-07 08:04:32 main:574] : INFO : Epoch 1859 | loss: 0.031179 | val_loss: 0.0311865 | Time: 2164.18 ms [2022-03-07 08:04:34 main:574] : INFO : Epoch 1860 | loss: 0.0311792 | val_loss: 0.0311869 | Time: 2162.71 ms [2022-03-07 08:04:36 main:574] : INFO : Epoch 1861 | loss: 0.0311802 | val_loss: 0.0311879 | Time: 2160.36 ms [2022-03-07 08:04:38 main:574] : INFO : Epoch 1862 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 2159.77 ms [2022-03-07 08:04:40 main:574] : INFO : Epoch 1863 | loss: 0.0311787 | val_loss: 0.0311835 | Time: 2160.62 ms [2022-03-07 08:04:42 main:574] : INFO : Epoch 1864 | loss: 0.0311793 | val_loss: 0.0311859 | Time: 2161.62 ms [2022-03-07 08:04:45 main:574] : INFO : Epoch 1865 | loss: 0.0311791 | val_loss: 0.0311844 | Time: 2160.37 ms [2022-03-07 08:04:47 main:574] : INFO : Epoch 1866 | loss: 0.0311781 | val_loss: 0.0311852 | Time: 2162.72 ms [2022-03-07 08:04:49 main:574] : INFO : Epoch 1867 | loss: 0.0311781 | val_loss: 0.0311867 | Time: 2159.66 ms [2022-03-07 08:04:51 main:574] : INFO : Epoch 1868 | loss: 0.031178 | val_loss: 0.0311848 | Time: 2161.84 ms [2022-03-07 08:04:53 main:574] : INFO : Epoch 1869 | loss: 0.0311775 | val_loss: 0.0311849 | Time: 2159.9 ms [2022-03-07 08:04:55 main:574] : INFO : Epoch 1870 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 2161.85 ms [2022-03-07 08:04:58 main:574] : INFO : Epoch 1871 | loss: 0.0311779 | val_loss: 0.0311855 | Time: 2161.29 ms [2022-03-07 08:05:00 main:574] : INFO : Epoch 1872 | loss: 0.0311787 | val_loss: 0.0311851 | Time: 2163.06 ms [2022-03-07 08:05:02 main:574] : INFO : Epoch 1873 | loss: 0.0311793 | val_loss: 0.0311852 | Time: 2159.93 ms [2022-03-07 08:05:04 main:574] : INFO : Epoch 1874 | loss: 0.0311782 | val_loss: 0.0311891 | Time: 2159.46 ms [2022-03-07 08:05:06 main:574] : INFO : Epoch 1875 | loss: 0.0311795 | val_loss: 0.0311877 | Time: 2162.96 ms [2022-03-07 08:05:08 main:574] : INFO : Epoch 1876 | loss: 0.0311781 | val_loss: 0.0311847 | Time: 2161.82 ms [2022-03-07 08:05:11 main:574] : INFO : Epoch 1877 | loss: 0.0311783 | val_loss: 0.0311861 | Time: 2161.61 ms [2022-03-07 08:05:13 main:574] : INFO : Epoch 1878 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 2159.96 ms [2022-03-07 08:05:15 main:574] : INFO : Epoch 1879 | loss: 0.0311783 | val_loss: 0.0311866 | Time: 2161.48 ms [2022-03-07 08:05:17 main:574] : INFO : Epoch 1880 | loss: 0.0311779 | val_loss: 0.0311857 | Time: 2162.3 ms [2022-03-07 08:05:19 main:574] : INFO : Epoch 1881 | loss: 0.0311783 | val_loss: 0.0311874 | Time: 2159.5 ms [2022-03-07 08:05:21 main:574] : INFO : Epoch 1882 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 2159.78 ms [2022-03-07 08:05:24 main:574] : INFO : Epoch 1883 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 2163.19 ms [2022-03-07 08:05:26 main:574] : INFO : Epoch 1884 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 2162.23 ms [2022-03-07 08:05:28 main:574] : INFO : Epoch 1885 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 2161.96 ms [2022-03-07 08:05:30 main:574] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311872 | Time: 2162.63 ms [2022-03-07 08:05:32 main:574] : INFO : Epoch 1887 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2160.08 ms [2022-03-07 08:05:34 main:574] : INFO : Epoch 1888 | loss: 0.0311784 | val_loss: 0.0311851 | Time: 2164.08 ms [2022-03-07 08:05:37 main:574] : INFO : Epoch 1889 | loss: 0.0311777 | val_loss: 0.0311871 | Time: 2160.08 ms [2022-03-07 08:05:39 main:574] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311912 | Time: 2160.16 ms [2022-03-07 08:05:41 main:574] : INFO : Epoch 1891 | loss: 0.0311792 | val_loss: 0.0311853 | Time: 2160.53 ms [2022-03-07 08:05:43 main:574] : INFO : Epoch 1892 | loss: 0.0311787 | val_loss: 0.0311868 | Time: 2162.37 ms [2022-03-07 08:05:45 main:574] : INFO : Epoch 1893 | loss: 0.0311788 | val_loss: 0.0311874 | Time: 2161.65 ms [2022-03-07 08:05:47 main:574] : INFO : Epoch 1894 | loss: 0.0311804 | val_loss: 0.0311896 | Time: 2159.96 ms [2022-03-07 08:05:49 main:574] : INFO : Epoch 1895 | loss: 0.0311798 | val_loss: 0.0311893 | Time: 2160.34 ms [2022-03-07 08:05:52 main:574] : INFO : Epoch 1896 | loss: 0.0311787 | val_loss: 0.0311876 | Time: 2160.82 ms [2022-03-07 08:05:54 main:574] : INFO : Epoch 1897 | loss: 0.0311786 | val_loss: 0.0311892 | Time: 2161.72 ms [2022-03-07 08:05:56 main:574] : INFO : Epoch 1898 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 2160.56 ms [2022-03-07 08:05:58 main:574] : INFO : Epoch 1899 | loss: 0.0311783 | val_loss: 0.0311889 | Time: 2160.57 ms [2022-03-07 08:06:00 main:574] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 2162.79 ms [2022-03-07 08:06:02 main:574] : INFO : Epoch 1901 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 2160.75 ms [2022-03-07 08:06:05 main:574] : INFO : Epoch 1902 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 2160.83 ms [2022-03-07 08:06:07 main:574] : INFO : Epoch 1903 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 2158.69 ms [2022-03-07 08:06:09 main:574] : INFO : Epoch 1904 | loss: 0.0311795 | val_loss: 0.0311859 | Time: 2160.7 ms [2022-03-07 08:06:11 main:574] : INFO : Epoch 1905 | loss: 0.0311778 | val_loss: 0.0311838 | Time: 2159.81 ms [2022-03-07 08:06:13 main:574] : INFO : Epoch 1906 | loss: 0.0311786 | val_loss: 0.0311892 | Time: 2162.59 ms [2022-03-07 08:06:15 main:574] : INFO : Epoch 1907 | loss: 0.0311782 | val_loss: 0.0311856 | Time: 2161.78 ms [2022-03-07 08:06:18 main:574] : INFO : Epoch 1908 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 2162.78 ms [2022-03-07 08:06:20 main:574] : INFO : Epoch 1909 | loss: 0.0311778 | val_loss: 0.0311868 | Time: 2160.69 ms [2022-03-07 08:06:22 main:574] : INFO : Epoch 1910 | loss: 0.0311774 | val_loss: 0.0311842 | Time: 2159.58 ms [2022-03-07 08:06:24 main:574] : INFO : Epoch 1911 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 2160.85 ms [2022-03-07 08:06:26 main:574] : INFO : Epoch 1912 | loss: 0.0311774 | val_loss: 0.0311855 | Time: 2162.92 ms [2022-03-07 08:06:28 main:574] : INFO : Epoch 1913 | loss: 0.0311779 | val_loss: 0.0311842 | Time: 2160.74 ms [2022-03-07 08:06:31 main:574] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.0311855 | Time: 2163.06 ms [2022-03-07 08:06:33 main:574] : INFO : Epoch 1915 | loss: 0.0311783 | val_loss: 0.0311859 | Time: 2161.26 ms [2022-03-07 08:06:35 main:574] : INFO : Epoch 1916 | loss: 0.0311782 | val_loss: 0.0311847 | Time: 2164.19 ms [2022-03-07 08:06:37 main:574] : INFO : Epoch 1917 | loss: 0.0311776 | val_loss: 0.0311841 | Time: 2161.78 ms [2022-03-07 08:06:39 main:574] : INFO : Epoch 1918 | loss: 0.0311792 | val_loss: 0.0311862 | Time: 2161.74 ms [2022-03-07 08:06:41 main:574] : INFO : Epoch 1919 | loss: 0.0311782 | val_loss: 0.0311844 | Time: 2160.55 ms [2022-03-07 08:06:44 main:574] : INFO : Epoch 1920 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 2160.21 ms [2022-03-07 08:06:46 main:574] : INFO : Epoch 1921 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 2162.69 ms [2022-03-07 08:06:48 main:574] : INFO : Epoch 1922 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 2163.53 ms [2022-03-07 08:06:50 main:574] : INFO : Epoch 1923 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 2161.54 ms [2022-03-07 08:06:52 main:574] : INFO : Epoch 1924 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2160.57 ms [2022-03-07 08:06:54 main:574] : INFO : Epoch 1925 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 2162.5 ms [2022-03-07 08:06:57 main:574] : INFO : Epoch 1926 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2161.86 ms [2022-03-07 08:06:59 main:574] : INFO : Epoch 1927 | loss: 0.0311775 | val_loss: 0.031184 | Time: 2163.9 ms [2022-03-07 08:07:01 main:574] : INFO : Epoch 1928 | loss: 0.0311784 | val_loss: 0.0311895 | Time: 2162.69 ms [2022-03-07 08:07:03 main:574] : INFO : Epoch 1929 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 2164.62 ms [2022-03-07 08:07:05 main:574] : INFO : Epoch 1930 | loss: 0.031178 | val_loss: 0.0311884 | Time: 2163.01 ms [2022-03-07 08:07:07 main:574] : INFO : Epoch 1931 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 2160.22 ms [2022-03-07 08:07:10 main:574] : INFO : Epoch 1932 | loss: 0.0311776 | val_loss: 0.0311909 | Time: 2161.03 ms [2022-03-07 08:07:12 main:574] : INFO : Epoch 1933 | loss: 0.0311793 | val_loss: 0.0311854 | Time: 2162.19 ms [2022-03-07 08:07:14 main:574] : INFO : Epoch 1934 | loss: 0.0311775 | val_loss: 0.031186 | Time: 2161.3 ms [2022-03-07 08:07:16 main:574] : INFO : Epoch 1935 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 2160.54 ms [2022-03-07 08:07:18 main:574] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 2162.2 ms [2022-03-07 08:07:20 main:574] : INFO : Epoch 1937 | loss: 0.0311769 | val_loss: 0.0311859 | Time: 2159.93 ms [2022-03-07 08:07:23 main:574] : INFO : Epoch 1938 | loss: 0.0311769 | val_loss: 0.0311885 | Time: 2161.95 ms [2022-03-07 08:07:25 main:574] : INFO : Epoch 1939 | loss: 0.0311769 | val_loss: 0.031185 | Time: 2160.56 ms [2022-03-07 08:07:27 main:574] : INFO : Epoch 1940 | loss: 0.0311762 | val_loss: 0.0311859 | Time: 2161.19 ms [2022-03-07 08:07:29 main:574] : INFO : Epoch 1941 | loss: 0.0311771 | val_loss: 0.0311866 | Time: 2160.07 ms [2022-03-07 08:07:31 main:574] : INFO : Epoch 1942 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 2160.42 ms [2022-03-07 08:07:33 main:574] : INFO : Epoch 1943 | loss: 0.0311791 | val_loss: 0.0311943 | Time: 2159.24 ms [2022-03-07 08:07:36 main:574] : INFO : Epoch 1944 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 2161.46 ms [2022-03-07 08:07:38 main:574] : INFO : Epoch 1945 | loss: 0.031179 | val_loss: 0.0311891 | Time: 2161.6 ms [2022-03-07 08:07:40 main:574] : INFO : Epoch 1946 | loss: 0.0311777 | val_loss: 0.0311888 | Time: 2161.83 ms [2022-03-07 08:07:42 main:574] : INFO : Epoch 1947 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 2163.12 ms [2022-03-07 08:07:44 main:574] : INFO : Epoch 1948 | loss: 0.0311761 | val_loss: 0.0311866 | Time: 2159.69 ms [2022-03-07 08:07:46 main:574] : INFO : Epoch 1949 | loss: 0.0311765 | val_loss: 0.0311874 | Time: 2160.31 ms [2022-03-07 08:07:49 main:574] : INFO : Epoch 1950 | loss: 0.0311761 | val_loss: 0.0311889 | Time: 2161.42 ms [2022-03-07 08:07:51 main:574] : INFO : Epoch 1951 | loss: 0.0311767 | val_loss: 0.0311887 | Time: 2160.2 ms [2022-03-07 08:07:53 main:574] : INFO : Epoch 1952 | loss: 0.0311774 | val_loss: 0.0311873 | Time: 2160.34 ms [2022-03-07 08:07:55 main:574] : INFO : Epoch 1953 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 2160.87 ms [2022-03-07 08:07:57 main:574] : INFO : Epoch 1954 | loss: 0.031176 | val_loss: 0.0311872 | Time: 2164.27 ms [2022-03-07 08:07:59 main:574] : INFO : Epoch 1955 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 2163 ms [2022-03-07 08:08:02 main:574] : INFO : Epoch 1956 | loss: 0.0311764 | val_loss: 0.0311865 | Time: 2162.88 ms [2022-03-07 08:08:04 main:574] : INFO : Epoch 1957 | loss: 0.031176 | val_loss: 0.0311906 | Time: 2159.69 ms [2022-03-07 08:08:06 main:574] : INFO : Epoch 1958 | loss: 0.0311773 | val_loss: 0.0311873 | Time: 2159.68 ms [2022-03-07 08:08:08 main:574] : INFO : Epoch 1959 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 2164.72 ms [2022-03-07 08:08:10 main:574] : INFO : Epoch 1960 | loss: 0.0311767 | val_loss: 0.0311882 | Time: 2161.28 ms [2022-03-07 08:08:12 main:574] : INFO : Epoch 1961 | loss: 0.0311761 | val_loss: 0.031186 | Time: 2161.11 ms [2022-03-07 08:08:15 main:574] : INFO : Epoch 1962 | loss: 0.0311761 | val_loss: 0.0311869 | Time: 2162.54 ms [2022-03-07 08:08:17 main:574] : INFO : Epoch 1963 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 2162.46 ms [2022-03-07 08:08:19 main:574] : INFO : Epoch 1964 | loss: 0.031177 | val_loss: 0.0311872 | Time: 2164.06 ms [2022-03-07 08:08:21 main:574] : INFO : Epoch 1965 | loss: 0.0311758 | val_loss: 0.0311876 | Time: 2163.69 ms [2022-03-07 08:08:23 main:574] : INFO : Epoch 1966 | loss: 0.0311777 | val_loss: 0.0311865 | Time: 2160.94 ms [2022-03-07 08:08:25 main:574] : INFO : Epoch 1967 | loss: 0.0311778 | val_loss: 0.0311857 | Time: 2162.3 ms [2022-03-07 08:08:28 main:574] : INFO : Epoch 1968 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 2160.77 ms [2022-03-07 08:08:30 main:574] : INFO : Epoch 1969 | loss: 0.0311766 | val_loss: 0.0311855 | Time: 2160.85 ms [2022-03-07 08:08:32 main:574] : INFO : Epoch 1970 | loss: 0.0311796 | val_loss: 0.0311868 | Time: 2161.2 ms [2022-03-07 08:08:34 main:574] : INFO : Epoch 1971 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 2159.98 ms [2022-03-07 08:08:36 main:574] : INFO : Epoch 1972 | loss: 0.0311786 | val_loss: 0.0311859 | Time: 2162.9 ms [2022-03-07 08:08:38 main:574] : INFO : Epoch 1973 | loss: 0.0311781 | val_loss: 0.031192 | Time: 2161.32 ms [2022-03-07 08:08:40 main:574] : INFO : Epoch 1974 | loss: 0.0311792 | val_loss: 0.0311888 | Time: 2162.35 ms [2022-03-07 08:08:43 main:574] : INFO : Epoch 1975 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2159.39 ms [2022-03-07 08:08:45 main:574] : INFO : Epoch 1976 | loss: 0.031176 | val_loss: 0.0311892 | Time: 2164.13 ms [2022-03-07 08:08:47 main:574] : INFO : Epoch 1977 | loss: 0.0311771 | val_loss: 0.0311894 | Time: 2161.18 ms [2022-03-07 08:08:49 main:574] : INFO : Epoch 1978 | loss: 0.0311773 | val_loss: 0.0311865 | Time: 2163.38 ms [2022-03-07 08:08:51 main:574] : INFO : Epoch 1979 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 2156.09 ms [2022-03-07 08:08:53 main:574] : INFO : Epoch 1980 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 2153.81 ms [2022-03-07 08:08:56 main:574] : INFO : Epoch 1981 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 2155.77 ms [2022-03-07 08:08:58 main:574] : INFO : Epoch 1982 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 2155.85 ms [2022-03-07 08:09:01 main:574] : INFO : Epoch 1983 | loss: 0.0311761 | val_loss: 0.0311923 | Time: 2157.18 ms [2022-03-07 08:09:03 main:574] : INFO : Epoch 1984 | loss: 0.0311768 | val_loss: 0.031185 | Time: 2156.99 ms [2022-03-07 08:09:05 main:574] : INFO : Epoch 1985 | loss: 0.0311764 | val_loss: 0.0311849 | Time: 2155.6 ms [2022-03-07 08:09:07 main:574] : INFO : Epoch 1986 | loss: 0.0311754 | val_loss: 0.0311875 | Time: 2156.08 ms [2022-03-07 08:09:09 main:574] : INFO : Epoch 1987 | loss: 0.031175 | val_loss: 0.031188 | Time: 2161.11 ms [2022-03-07 08:09:12 main:574] : INFO : Epoch 1988 | loss: 0.0311765 | val_loss: 0.0311877 | Time: 2162.38 ms [2022-03-07 08:09:14 main:574] : INFO : Epoch 1989 | loss: 0.03118 | val_loss: 0.0311917 | Time: 2161.04 ms [2022-03-07 08:09:16 main:574] : INFO : Epoch 1990 | loss: 0.0311779 | val_loss: 0.0311872 | Time: 2160.76 ms [2022-03-07 08:09:18 main:574] : INFO : Epoch 1991 | loss: 0.0311762 | val_loss: 0.0311863 | Time: 2164.13 ms [2022-03-07 08:09:20 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.0311854 | Time: 2164.25 ms [2022-03-07 08:09:22 main:574] : INFO : Epoch 1993 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 2160.9 ms [2022-03-07 08:09:24 main:574] : INFO : Epoch 1994 | loss: 0.0311763 | val_loss: 0.0311847 | Time: 2162.47 ms [2022-03-07 08:09:27 main:574] : INFO : Epoch 1995 | loss: 0.0311754 | val_loss: 0.0311878 | Time: 2164.26 ms [2022-03-07 08:09:29 main:574] : INFO : Epoch 1996 | loss: 0.0311753 | val_loss: 0.0311863 | Time: 2160.18 ms [2022-03-07 08:09:31 main:574] : INFO : Epoch 1997 | loss: 0.0311749 | val_loss: 0.0311879 | Time: 2160.59 ms [2022-03-07 08:09:33 main:574] : INFO : Epoch 1998 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 2163.61 ms [2022-03-07 08:09:35 main:574] : INFO : Epoch 1999 | loss: 0.0311762 | val_loss: 0.0311925 | Time: 2160.61 ms [2022-03-07 08:09:37 main:574] : INFO : Epoch 2000 | loss: 0.0311767 | val_loss: 0.0311863 | Time: 2159.81 ms [2022-03-07 08:09:40 main:574] : INFO : Epoch 2001 | loss: 0.0311766 | val_loss: 0.0311869 | Time: 2163.61 ms [2022-03-07 08:09:42 main:574] : INFO : Epoch 2002 | loss: 0.0311754 | val_loss: 0.0311887 | Time: 2162.57 ms [2022-03-07 08:09:44 main:574] : INFO : Epoch 2003 | loss: 0.0311754 | val_loss: 0.0311871 | Time: 2162.15 ms [2022-03-07 08:09:46 main:574] : INFO : Epoch 2004 | loss: 0.0311757 | val_loss: 0.0311889 | Time: 2160.93 ms [2022-03-07 08:09:48 main:574] : INFO : Epoch 2005 | loss: 0.0311768 | val_loss: 0.0311888 | Time: 2159.13 ms [2022-03-07 08:09:50 main:574] : INFO : Epoch 2006 | loss: 0.0311764 | val_loss: 0.0311852 | Time: 2161.49 ms [2022-03-07 08:09:53 main:574] : INFO : Epoch 2007 | loss: 0.0311756 | val_loss: 0.0311864 | Time: 2160.21 ms [2022-03-07 08:09:55 main:574] : INFO : Epoch 2008 | loss: 0.0311756 | val_loss: 0.0311882 | Time: 2160.25 ms [2022-03-07 08:09:57 main:574] : INFO : Epoch 2009 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 2163.26 ms [2022-03-07 08:09:59 main:574] : INFO : Epoch 2010 | loss: 0.0311767 | val_loss: 0.0311891 | Time: 2161.76 ms [2022-03-07 08:10:01 main:574] : INFO : Epoch 2011 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 2162.52 ms [2022-03-07 08:10:03 main:574] : INFO : Epoch 2012 | loss: 0.0311767 | val_loss: 0.0311879 | Time: 2165.52 ms [2022-03-07 08:10:06 main:574] : INFO : Epoch 2013 | loss: 0.0311768 | val_loss: 0.0311902 | Time: 2164.49 ms [2022-03-07 08:10:08 main:574] : INFO : Epoch 2014 | loss: 0.0311777 | val_loss: 0.0311849 | Time: 2162.2 ms [2022-03-07 08:10:10 main:574] : INFO : Epoch 2015 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 2162.25 ms [2022-03-07 08:10:12 main:574] : INFO : Epoch 2016 | loss: 0.0311761 | val_loss: 0.0311868 | Time: 2160.72 ms [2022-03-07 08:10:14 main:574] : INFO : Epoch 2017 | loss: 0.0311757 | val_loss: 0.0311886 | Time: 2162.73 ms [2022-03-07 08:10:16 main:574] : INFO : Epoch 2018 | loss: 0.0311771 | val_loss: 0.0311893 | Time: 2162.45 ms [2022-03-07 08:10:19 main:574] : INFO : Epoch 2019 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 2162.11 ms [2022-03-07 08:10:21 main:574] : INFO : Epoch 2020 | loss: 0.0311763 | val_loss: 0.0311857 | Time: 2160.71 ms [2022-03-07 08:10:23 main:574] : INFO : Epoch 2021 | loss: 0.0311774 | val_loss: 0.0311879 | Time: 2160.83 ms [2022-03-07 08:10:25 main:574] : INFO : Epoch 2022 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 2161.74 ms [2022-03-07 08:10:27 main:574] : INFO : Epoch 2023 | loss: 0.031175 | val_loss: 0.0311887 | Time: 2161.58 ms [2022-03-07 08:10:29 main:574] : INFO : Epoch 2024 | loss: 0.0311749 | val_loss: 0.0311904 | Time: 2162.11 ms [2022-03-07 08:10:32 main:574] : INFO : Epoch 2025 | loss: 0.0311777 | val_loss: 0.031186 | Time: 2161.22 ms [2022-03-07 08:10:34 main:574] : INFO : Epoch 2026 | loss: 0.0311769 | val_loss: 0.0311892 | Time: 2161.93 ms [2022-03-07 08:10:36 main:574] : INFO : Epoch 2027 | loss: 0.0311798 | val_loss: 0.0311924 | Time: 2164.58 ms [2022-03-07 08:10:38 main:574] : INFO : Epoch 2028 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 2161.5 ms [2022-03-07 08:10:40 main:574] : INFO : Epoch 2029 | loss: 0.0311765 | val_loss: 0.0311859 | Time: 2163.64 ms [2022-03-07 08:10:42 main:574] : INFO : Epoch 2030 | loss: 0.0311755 | val_loss: 0.0311854 | Time: 2162.02 ms [2022-03-07 08:10:45 main:574] : INFO : Epoch 2031 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2161.41 ms [2022-03-07 08:10:47 main:574] : INFO : Epoch 2032 | loss: 0.031175 | val_loss: 0.0311869 | Time: 2160.23 ms [2022-03-07 08:10:49 main:574] : INFO : Epoch 2033 | loss: 0.031175 | val_loss: 0.031186 | Time: 2162.72 ms [2022-03-07 08:10:51 main:574] : INFO : Epoch 2034 | loss: 0.0311744 | val_loss: 0.0311928 | Time: 2161.6 ms [2022-03-07 08:10:53 main:574] : INFO : Epoch 2035 | loss: 0.0311749 | val_loss: 0.0311868 | Time: 2161.62 ms [2022-03-07 08:10:55 main:574] : INFO : Epoch 2036 | loss: 0.0311756 | val_loss: 0.0311901 | Time: 2162.48 ms [2022-03-07 08:10:58 main:574] : INFO : Epoch 2037 | loss: 0.0311747 | val_loss: 0.0311868 | Time: 2162.15 ms [2022-03-07 08:11:00 main:574] : INFO : Epoch 2038 | loss: 0.0311751 | val_loss: 0.0311865 | Time: 2163.79 ms [2022-03-07 08:11:02 main:574] : INFO : Epoch 2039 | loss: 0.0311769 | val_loss: 0.031188 | Time: 2160.28 ms [2022-03-07 08:11:04 main:574] : INFO : Epoch 2040 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 2163.2 ms [2022-03-07 08:11:06 main:574] : INFO : Epoch 2041 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 2161.57 ms [2022-03-07 08:11:08 main:574] : INFO : Epoch 2042 | loss: 0.0311751 | val_loss: 0.0311861 | Time: 2160.92 ms [2022-03-07 08:11:11 main:574] : INFO : Epoch 2043 | loss: 0.031175 | val_loss: 0.0311876 | Time: 2161.94 ms [2022-03-07 08:11:13 main:574] : INFO : Epoch 2044 | loss: 0.0311755 | val_loss: 0.0311868 | Time: 2162.83 ms [2022-03-07 08:11:15 main:574] : INFO : Epoch 2045 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 2162.25 ms [2022-03-07 08:11:17 main:574] : INFO : Epoch 2046 | loss: 0.0311769 | val_loss: 0.0311852 | Time: 2160.03 ms [2022-03-07 08:11:19 main:574] : INFO : Epoch 2047 | loss: 0.0311745 | val_loss: 0.0311872 | Time: 2164.34 ms [2022-03-07 08:11:21 main:574] : INFO : Epoch 2048 | loss: 0.031176 | val_loss: 0.0311909 | Time: 2161.01 ms [2022-03-07 08:11:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311909 [2022-03-07 08:11:21 main:603] : INFO : Saving end state to config to file [2022-03-07 08:11:21 main:608] : INFO : Success, exiting.. 08:11:21 (10632): 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)