Task 10885051
| Name | ParityModified-1639953313-1074-2-0_0 |
| Workunit | 8187290 |
| Created | 19 Jan 2022, 0:38:47 UTC |
| Sent | 5 Feb 2022, 6:05:23 UTC |
| Report deadline | 13 Feb 2022, 6:05:23 UTC |
| Received | 5 Feb 2022, 16:40:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11317 |
| Run time | 3 hours 15 min 27 sec |
| CPU time | 2 hours 55 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,856.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031193 | val_loss: 0.0311886 | Time: 6015.56 ms
[2022-02-05 15:49:26 main:574] : INFO : Epoch 1543 | loss: 0.031194 | val_loss: 0.0312081 | Time: 5858.92 ms
[2022-02-05 15:49:32 main:574] : INFO : Epoch 1544 | loss: 0.0311996 | val_loss: 0.031196 | Time: 5920.8 ms
[2022-02-05 15:49:37 main:574] : INFO : Epoch 1545 | loss: 0.0311888 | val_loss: 0.0311856 | Time: 5714.38 ms
[2022-02-05 15:49:43 main:574] : INFO : Epoch 1546 | loss: 0.0311854 | val_loss: 0.0311866 | Time: 5912.58 ms
[2022-02-05 15:49:49 main:574] : INFO : Epoch 1547 | loss: 0.0311869 | val_loss: 0.0311868 | Time: 5912.66 ms
[2022-02-05 15:49:55 main:574] : INFO : Epoch 1548 | loss: 0.0311869 | val_loss: 0.0311895 | Time: 5742.97 ms
[2022-02-05 15:50:01 main:574] : INFO : Epoch 1549 | loss: 0.0311878 | val_loss: 0.0311862 | Time: 5752.02 ms
[2022-02-05 15:50:07 main:574] : INFO : Epoch 1550 | loss: 0.0311879 | val_loss: 0.0311859 | Time: 5909.07 ms
[2022-02-05 15:50:13 main:574] : INFO : Epoch 1551 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 5860.64 ms
[2022-02-05 15:50:19 main:574] : INFO : Epoch 1552 | loss: 0.0311875 | val_loss: 0.0311888 | Time: 5887.12 ms
[2022-02-05 15:50:25 main:574] : INFO : Epoch 1553 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 5780.76 ms
[2022-02-05 15:50:31 main:574] : INFO : Epoch 1554 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 5934.71 ms
[2022-02-05 15:50:37 main:574] : INFO : Epoch 1555 | loss: 0.0311852 | val_loss: 0.031186 | Time: 5744.85 ms
[2022-02-05 15:50:43 main:574] : INFO : Epoch 1556 | loss: 0.0311852 | val_loss: 0.0311858 | Time: 6039.77 ms
[2022-02-05 15:50:48 main:574] : INFO : Epoch 1557 | loss: 0.0311847 | val_loss: 0.031187 | Time: 5712.39 ms
[2022-02-05 15:50:54 main:574] : INFO : Epoch 1558 | loss: 0.0311857 | val_loss: 0.0311899 | Time: 5843.05 ms
[2022-02-05 15:51:00 main:574] : INFO : Epoch 1559 | loss: 0.0311853 | val_loss: 0.0311863 | Time: 5892.64 ms
[2022-02-05 15:51:06 main:574] : INFO : Epoch 1560 | loss: 0.0311856 | val_loss: 0.0311888 | Time: 5780.97 ms
[2022-02-05 15:51:12 main:574] : INFO : Epoch 1561 | loss: 0.031186 | val_loss: 0.031186 | Time: 5849.07 ms
[2022-02-05 15:51:18 main:574] : INFO : Epoch 1562 | loss: 0.0311851 | val_loss: 0.0311858 | Time: 5841.33 ms
[2022-02-05 15:51:24 main:574] : INFO : Epoch 1563 | loss: 0.0311852 | val_loss: 0.0311866 | Time: 5757.63 ms
[2022-02-05 15:51:30 main:574] : INFO : Epoch 1564 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 5853.71 ms
[2022-02-05 15:51:36 main:574] : INFO : Epoch 1565 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 5884.66 ms
[2022-02-05 15:51:42 main:574] : INFO : Epoch 1566 | loss: 0.0311868 | val_loss: 0.0311868 | Time: 5941.49 ms
[2022-02-05 15:51:48 main:574] : INFO : Epoch 1567 | loss: 0.0311859 | val_loss: 0.031185 | Time: 5851.88 ms
[2022-02-05 15:51:54 main:574] : INFO : Epoch 1568 | loss: 0.0311853 | val_loss: 0.031186 | Time: 5756.21 ms
[2022-02-05 15:51:59 main:574] : INFO : Epoch 1569 | loss: 0.0311842 | val_loss: 0.0311854 | Time: 5771.79 ms
[2022-02-05 15:52:05 main:574] : INFO : Epoch 1570 | loss: 0.0311848 | val_loss: 0.031185 | Time: 5796.45 ms
[2022-02-05 15:52:11 main:574] : INFO : Epoch 1571 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 5886.2 ms
[2022-02-05 15:52:17 main:574] : INFO : Epoch 1572 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 5999.79 ms
[2022-02-05 15:52:23 main:574] : INFO : Epoch 1573 | loss: 0.0311898 | val_loss: 0.0311846 | Time: 5869.12 ms
[2022-02-05 15:52:29 main:574] : INFO : Epoch 1574 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 5947.32 ms
[2022-02-05 15:52:35 main:574] : INFO : Epoch 1575 | loss: 0.0311835 | val_loss: 0.0311862 | Time: 5964.76 ms
[2022-02-05 15:52:42 main:574] : INFO : Epoch 1576 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 6096.42 ms
[2022-02-05 15:52:48 main:574] : INFO : Epoch 1577 | loss: 0.0311834 | val_loss: 0.0311875 | Time: 5962.94 ms
[2022-02-05 15:52:53 main:574] : INFO : Epoch 1578 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 5853.06 ms
[2022-02-05 15:52:59 main:574] : INFO : Epoch 1579 | loss: 0.0311881 | val_loss: 0.0311862 | Time: 5690.44 ms
[2022-02-05 15:53:05 main:574] : INFO : Epoch 1580 | loss: 0.0311845 | val_loss: 0.0311855 | Time: 5974.04 ms
[2022-02-05 15:53:11 main:574] : INFO : Epoch 1581 | loss: 0.0311849 | val_loss: 0.0311862 | Time: 5805.08 ms
[2022-02-05 15:53:17 main:574] : INFO : Epoch 1582 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 5967.39 ms
[2022-02-05 15:53:23 main:574] : INFO : Epoch 1583 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 5882.32 ms
[2022-02-05 15:53:29 main:574] : INFO : Epoch 1584 | loss: 0.0311857 | val_loss: 0.0311854 | Time: 5881.36 ms
[2022-02-05 15:53:35 main:574] : INFO : Epoch 1585 | loss: 0.0311838 | val_loss: 0.0311863 | Time: 5826.02 ms
[2022-02-05 15:53:41 main:574] : INFO : Epoch 1586 | loss: 0.0311839 | val_loss: 0.0311884 | Time: 6078.62 ms
[2022-02-05 15:53:47 main:574] : INFO : Epoch 1587 | loss: 0.0311852 | val_loss: 0.0311856 | Time: 5924.54 ms
[2022-02-05 15:53:53 main:574] : INFO : Epoch 1588 | loss: 0.0311849 | val_loss: 0.0311863 | Time: 5864.4 ms
[2022-02-05 15:53:59 main:574] : INFO : Epoch 1589 | loss: 0.0311853 | val_loss: 0.0311856 | Time: 6055.52 ms
[2022-02-05 15:54:05 main:574] : INFO : Epoch 1590 | loss: 0.0311827 | val_loss: 0.031184 | Time: 5919.89 ms
[2022-02-05 15:54:11 main:574] : INFO : Epoch 1591 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 5993.53 ms
[2022-02-05 15:54:17 main:574] : INFO : Epoch 1592 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 5958.71 ms
[2022-02-05 15:54:24 main:574] : INFO : Epoch 1593 | loss: 0.0311952 | val_loss: 0.0311886 | Time: 6145.04 ms
[2022-02-05 15:54:30 main:574] : INFO : Epoch 1594 | loss: 0.0311868 | val_loss: 0.0311856 | Time: 5932.91 ms
[2022-02-05 15:54:36 main:574] : INFO : Epoch 1595 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 5851.55 ms
[2022-02-05 15:54:42 main:574] : INFO : Epoch 1596 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 5866.94 ms
[2022-02-05 15:54:47 main:574] : INFO : Epoch 1597 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 5696.28 ms
[2022-02-05 15:54:53 main:574] : INFO : Epoch 1598 | loss: 0.0311885 | val_loss: 0.03119 | Time: 5911.11 ms
[2022-02-05 15:54:59 main:574] : INFO : Epoch 1599 | loss: 0.0311873 | val_loss: 0.0311854 | Time: 5716.01 ms
[2022-02-05 15:55:05 main:574] : INFO : Epoch 1600 | loss: 0.0311853 | val_loss: 0.0311841 | Time: 5788.97 ms
[2022-02-05 15:55:11 main:574] : INFO : Epoch 1601 | loss: 0.0311852 | val_loss: 0.0311853 | Time: 5982.56 ms
[2022-02-05 15:55:17 main:574] : INFO : Epoch 1602 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 5870.35 ms
[2022-02-05 15:55:23 main:574] : INFO : Epoch 1603 | loss: 0.0311859 | val_loss: 0.0311872 | Time: 5909.17 ms
[2022-02-05 15:55:29 main:574] : INFO : Epoch 1604 | loss: 0.0311896 | val_loss: 0.0311915 | Time: 5948.3 ms
[2022-02-05 15:55:35 main:574] : INFO : Epoch 1605 | loss: 0.0311862 | val_loss: 0.0311837 | Time: 5844.21 ms
[2022-02-05 15:55:41 main:574] : INFO : Epoch 1606 | loss: 0.0311851 | val_loss: 0.031186 | Time: 5906.76 ms
[2022-02-05 15:55:47 main:574] : INFO : Epoch 1607 | loss: 0.0311848 | val_loss: 0.0311898 | Time: 5941.85 ms
[2022-02-05 15:55:53 main:574] : INFO : Epoch 1608 | loss: 0.0311844 | val_loss: 0.031186 | Time: 5703.01 ms
[2022-02-05 15:55:59 main:574] : INFO : Epoch 1609 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 5923.11 ms
[2022-02-05 15:56:05 main:574] : INFO : Epoch 1610 | loss: 0.031185 | val_loss: 0.0311864 | Time: 5824.73 ms
[2022-02-05 15:56:11 main:574] : INFO : Epoch 1611 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 5824.42 ms
[2022-02-05 15:56:17 main:574] : INFO : Epoch 1612 | loss: 0.0311844 | val_loss: 0.0311837 | Time: 5785.74 ms
[2022-02-05 15:56:22 main:574] : INFO : Epoch 1613 | loss: 0.0311878 | val_loss: 0.031187 | Time: 5643.08 ms
[2022-02-05 15:56:28 main:574] : INFO : Epoch 1614 | loss: 0.0311848 | val_loss: 0.0311841 | Time: 5786.6 ms
[2022-02-05 15:56:34 main:574] : INFO : Epoch 1615 | loss: 0.0311837 | val_loss: 0.0311866 | Time: 5813.05 ms
[2022-02-05 15:56:40 main:574] : INFO : Epoch 1616 | loss: 0.0311845 | val_loss: 0.0311835 | Time: 6007.07 ms
[2022-02-05 15:56:46 main:574] : INFO : Epoch 1617 | loss: 0.0311834 | val_loss: 0.0311837 | Time: 5969.78 ms
[2022-02-05 15:56:52 main:574] : INFO : Epoch 1618 | loss: 0.0311852 | val_loss: 0.0311871 | Time: 5952.65 ms
[2022-02-05 15:56:58 main:574] : INFO : Epoch 1619 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 5987.82 ms
[2022-02-05 15:57:04 main:574] : INFO : Epoch 1620 | loss: 0.0311823 | val_loss: 0.0311839 | Time: 5943.49 ms
[2022-02-05 15:57:10 main:574] : INFO : Epoch 1621 | loss: 0.0311828 | val_loss: 0.0311847 | Time: 5904.9 ms
[2022-02-05 15:57:16 main:574] : INFO : Epoch 1622 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 5859.97 ms
[2022-02-05 15:57:22 main:574] : INFO : Epoch 1623 | loss: 0.0311834 | val_loss: 0.0311847 | Time: 5716.57 ms
[2022-02-05 15:57:28 main:574] : INFO : Epoch 1624 | loss: 0.0311827 | val_loss: 0.0311836 | Time: 5681.25 ms
[2022-02-05 15:57:34 main:574] : INFO : Epoch 1625 | loss: 0.0311829 | val_loss: 0.0311845 | Time: 5996.82 ms
[2022-02-05 15:57:40 main:574] : INFO : Epoch 1626 | loss: 0.0311831 | val_loss: 0.0311844 | Time: 6096.11 ms
[2022-02-05 15:57:46 main:574] : INFO : Epoch 1627 | loss: 0.0311834 | val_loss: 0.0311853 | Time: 5833.26 ms
[2022-02-05 15:57:52 main:574] : INFO : Epoch 1628 | loss: 0.0311837 | val_loss: 0.0311847 | Time: 5886.26 ms
[2022-02-05 15:57:58 main:574] : INFO : Epoch 1629 | loss: 0.0311846 | val_loss: 0.0311843 | Time: 5937.46 ms
[2022-02-05 15:58:04 main:574] : INFO : Epoch 1630 | loss: 0.0311844 | val_loss: 0.0311831 | Time: 5817.06 ms
[2022-02-05 15:58:10 main:574] : INFO : Epoch 1631 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 5965.69 ms
[2022-02-05 15:58:16 main:574] : INFO : Epoch 1632 | loss: 0.0311825 | val_loss: 0.031186 | Time: 5837.43 ms
[2022-02-05 15:58:22 main:574] : INFO : Epoch 1633 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 5890.28 ms
[2022-02-05 15:58:28 main:574] : INFO : Epoch 1634 | loss: 0.0311828 | val_loss: 0.031184 | Time: 5747.84 ms
[2022-02-05 15:58:34 main:574] : INFO : Epoch 1635 | loss: 0.0311826 | val_loss: 0.0311843 | Time: 5884.24 ms
[2022-02-05 15:58:39 main:574] : INFO : Epoch 1636 | loss: 0.0311837 | val_loss: 0.0311898 | Time: 5858.03 ms
[2022-02-05 15:58:45 main:574] : INFO : Epoch 1637 | loss: 0.031183 | val_loss: 0.0311838 | Time: 5875.04 ms
[2022-02-05 15:58:51 main:574] : INFO : Epoch 1638 | loss: 0.031183 | val_loss: 0.0311865 | Time: 5738.23 ms
[2022-02-05 15:58:57 main:574] : INFO : Epoch 1639 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 5905.34 ms
[2022-02-05 15:59:03 main:574] : INFO : Epoch 1640 | loss: 0.0311824 | val_loss: 0.0311955 | Time: 5760.46 ms
[2022-02-05 15:59:09 main:574] : INFO : Epoch 1641 | loss: 0.0311873 | val_loss: 0.0311903 | Time: 5802.22 ms
[2022-02-05 15:59:15 main:574] : INFO : Epoch 1642 | loss: 0.0311865 | val_loss: 0.0311847 | Time: 5867.57 ms
[2022-02-05 15:59:21 main:574] : INFO : Epoch 1643 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 6084.96 ms
[2022-02-05 15:59:27 main:574] : INFO : Epoch 1644 | loss: 0.0311833 | val_loss: 0.0311837 | Time: 6068.38 ms
[2022-02-05 15:59:33 main:574] : INFO : Epoch 1645 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 5746.85 ms
[2022-02-05 15:59:39 main:574] : INFO : Epoch 1646 | loss: 0.0311842 | val_loss: 0.0311839 | Time: 5886.21 ms
[2022-02-05 15:59:45 main:574] : INFO : Epoch 1647 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 5768.16 ms
[2022-02-05 15:59:51 main:574] : INFO : Epoch 1648 | loss: 0.0311816 | val_loss: 0.0311848 | Time: 6002.55 ms
[2022-02-05 15:59:57 main:574] : INFO : Epoch 1649 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 6009.95 ms
[2022-02-05 16:00:03 main:574] : INFO : Epoch 1650 | loss: 0.0311852 | val_loss: 0.0311877 | Time: 5813.76 ms
[2022-02-05 16:00:09 main:574] : INFO : Epoch 1651 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 5703.06 ms
[2022-02-05 16:00:15 main:574] : INFO : Epoch 1652 | loss: 0.0311834 | val_loss: 0.0311835 | Time: 5756.56 ms
[2022-02-05 16:00:21 main:574] : INFO : Epoch 1653 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 5985.9 ms
[2022-02-05 16:00:27 main:574] : INFO : Epoch 1654 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 5960.77 ms
[2022-02-05 16:00:33 main:574] : INFO : Epoch 1655 | loss: 0.0311841 | val_loss: 0.0311871 | Time: 5939.38 ms
[2022-02-05 16:00:39 main:574] : INFO : Epoch 1656 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 5844.48 ms
[2022-02-05 16:00:45 main:574] : INFO : Epoch 1657 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 5948.23 ms
[2022-02-05 16:00:51 main:574] : INFO : Epoch 1658 | loss: 0.0311861 | val_loss: 0.0311902 | Time: 5736.77 ms
[2022-02-05 16:00:57 main:574] : INFO : Epoch 1659 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 5872.17 ms
[2022-02-05 16:01:03 main:574] : INFO : Epoch 1660 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 6025.19 ms
[2022-02-05 16:01:09 main:574] : INFO : Epoch 1661 | loss: 0.0311837 | val_loss: 0.0311867 | Time: 5963.59 ms
[2022-02-05 16:01:15 main:574] : INFO : Epoch 1662 | loss: 0.0311843 | val_loss: 0.0311886 | Time: 5831.82 ms
[2022-02-05 16:01:21 main:574] : INFO : Epoch 1663 | loss: 0.0311831 | val_loss: 0.031185 | Time: 5800.65 ms
[2022-02-05 16:01:27 main:574] : INFO : Epoch 1664 | loss: 0.0311824 | val_loss: 0.0311867 | Time: 5831.45 ms
[2022-02-05 16:01:33 main:574] : INFO : Epoch 1665 | loss: 0.0311826 | val_loss: 0.0311839 | Time: 5992.61 ms
[2022-02-05 16:01:39 main:574] : INFO : Epoch 1666 | loss: 0.0311832 | val_loss: 0.0311859 | Time: 6025.23 ms
[2022-02-05 16:01:45 main:574] : INFO : Epoch 1667 | loss: 0.0311815 | val_loss: 0.0311838 | Time: 6051.19 ms
[2022-02-05 16:01:51 main:574] : INFO : Epoch 1668 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 5891.79 ms
[2022-02-05 16:01:57 main:574] : INFO : Epoch 1669 | loss: 0.0311836 | val_loss: 0.0311842 | Time: 5896.4 ms
[2022-02-05 16:02:03 main:574] : INFO : Epoch 1670 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 5922.29 ms
[2022-02-05 16:02:09 main:574] : INFO : Epoch 1671 | loss: 0.0311825 | val_loss: 0.0311869 | Time: 5851.33 ms
[2022-02-05 16:02:15 main:574] : INFO : Epoch 1672 | loss: 0.0311851 | val_loss: 0.0311957 | Time: 5978.23 ms
[2022-02-05 16:02:21 main:574] : INFO : Epoch 1673 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 5978.28 ms
[2022-02-05 16:02:27 main:574] : INFO : Epoch 1674 | loss: 0.0311835 | val_loss: 0.0311838 | Time: 5665.92 ms
[2022-02-05 16:02:33 main:574] : INFO : Epoch 1675 | loss: 0.0311808 | val_loss: 0.0311833 | Time: 6024 ms
[2022-02-05 16:02:39 main:574] : INFO : Epoch 1676 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 5785.76 ms
[2022-02-05 16:02:45 main:574] : INFO : Epoch 1677 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 5899.9 ms
[2022-02-05 16:02:51 main:574] : INFO : Epoch 1678 | loss: 0.0311824 | val_loss: 0.0311833 | Time: 5992.45 ms
[2022-02-05 16:02:57 main:574] : INFO : Epoch 1679 | loss: 0.0311832 | val_loss: 0.0311842 | Time: 5888.54 ms
[2022-02-05 16:03:03 main:574] : INFO : Epoch 1680 | loss: 0.0311837 | val_loss: 0.031184 | Time: 5922.03 ms
[2022-02-05 16:03:09 main:574] : INFO : Epoch 1681 | loss: 0.0311834 | val_loss: 0.0311846 | Time: 6233.57 ms
[2022-02-05 16:03:15 main:574] : INFO : Epoch 1682 | loss: 0.0311827 | val_loss: 0.0311853 | Time: 6010.75 ms
[2022-02-05 16:03:21 main:574] : INFO : Epoch 1683 | loss: 0.031182 | val_loss: 0.0311863 | Time: 5965.97 ms
[2022-02-05 16:03:27 main:574] : INFO : Epoch 1684 | loss: 0.0311817 | val_loss: 0.0311836 | Time: 5734.72 ms
[2022-02-05 16:03:33 main:574] : INFO : Epoch 1685 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 5868.76 ms
[2022-02-05 16:03:39 main:574] : INFO : Epoch 1686 | loss: 0.0311821 | val_loss: 0.0311868 | Time: 6017.18 ms
[2022-02-05 16:03:45 main:574] : INFO : Epoch 1687 | loss: 0.0311833 | val_loss: 0.0311839 | Time: 5677.63 ms
[2022-02-05 16:03:51 main:574] : INFO : Epoch 1688 | loss: 0.0311821 | val_loss: 0.0311866 | Time: 5800.22 ms
[2022-02-05 16:03:56 main:574] : INFO : Epoch 1689 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 5621.19 ms
[2022-02-05 16:04:02 main:574] : INFO : Epoch 1690 | loss: 0.0311816 | val_loss: 0.0311863 | Time: 5571.48 ms
[2022-02-05 16:04:08 main:574] : INFO : Epoch 1691 | loss: 0.0311834 | val_loss: 0.0311868 | Time: 5510.73 ms
[2022-02-05 16:04:13 main:574] : INFO : Epoch 1692 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 5390.4 ms
[2022-02-05 16:04:19 main:574] : INFO : Epoch 1693 | loss: 0.0311841 | val_loss: 0.0311841 | Time: 5632.57 ms
[2022-02-05 16:04:24 main:574] : INFO : Epoch 1694 | loss: 0.0311861 | val_loss: 0.0311887 | Time: 5633.3 ms
[2022-02-05 16:04:30 main:574] : INFO : Epoch 1695 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 5389.23 ms
[2022-02-05 16:04:36 main:574] : INFO : Epoch 1696 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 5562.29 ms
[2022-02-05 16:04:41 main:574] : INFO : Epoch 1697 | loss: 0.0311817 | val_loss: 0.0311902 | Time: 5533.42 ms
[2022-02-05 16:04:47 main:574] : INFO : Epoch 1698 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 5446.91 ms
[2022-02-05 16:04:52 main:574] : INFO : Epoch 1699 | loss: 0.0311826 | val_loss: 0.0311917 | Time: 5408.39 ms
[2022-02-05 16:04:58 main:574] : INFO : Epoch 1700 | loss: 0.031184 | val_loss: 0.0311854 | Time: 5480.21 ms
[2022-02-05 16:05:03 main:574] : INFO : Epoch 1701 | loss: 0.0311857 | val_loss: 0.0311825 | Time: 5284.42 ms
[2022-02-05 16:05:09 main:574] : INFO : Epoch 1702 | loss: 0.0311838 | val_loss: 0.0311831 | Time: 5592.35 ms
[2022-02-05 16:05:14 main:574] : INFO : Epoch 1703 | loss: 0.0311848 | val_loss: 0.0311839 | Time: 5540.49 ms
[2022-02-05 16:05:20 main:574] : INFO : Epoch 1704 | loss: 0.0311822 | val_loss: 0.0311841 | Time: 5639.7 ms
[2022-02-05 16:05:26 main:574] : INFO : Epoch 1705 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 5533.33 ms
[2022-02-05 16:05:31 main:574] : INFO : Epoch 1706 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 5519.22 ms
[2022-02-05 16:05:37 main:574] : INFO : Epoch 1707 | loss: 0.0311831 | val_loss: 0.031183 | Time: 5401.11 ms
[2022-02-05 16:05:43 main:574] : INFO : Epoch 1708 | loss: 0.031181 | val_loss: 0.0311841 | Time: 5762.6 ms
[2022-02-05 16:05:48 main:574] : INFO : Epoch 1709 | loss: 0.031184 | val_loss: 0.031184 | Time: 5481.7 ms
[2022-02-05 16:05:54 main:574] : INFO : Epoch 1710 | loss: 0.0311854 | val_loss: 0.0311825 | Time: 5562.87 ms
[2022-02-05 16:06:00 main:574] : INFO : Epoch 1711 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 5696.17 ms
[2022-02-05 16:06:05 main:574] : INFO : Epoch 1712 | loss: 0.0311819 | val_loss: 0.031182 | Time: 5497.17 ms
[2022-02-05 16:06:11 main:574] : INFO : Epoch 1713 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 5570.45 ms
[2022-02-05 16:06:17 main:574] : INFO : Epoch 1714 | loss: 0.0311812 | val_loss: 0.0311845 | Time: 5526.97 ms
[2022-02-05 16:06:22 main:574] : INFO : Epoch 1715 | loss: 0.0311821 | val_loss: 0.0311826 | Time: 5504.48 ms
[2022-02-05 16:06:28 main:574] : INFO : Epoch 1716 | loss: 0.0311812 | val_loss: 0.0311833 | Time: 5678.77 ms
[2022-02-05 16:06:34 main:574] : INFO : Epoch 1717 | loss: 0.0311831 | val_loss: 0.0311853 | Time: 5642.29 ms
[2022-02-05 16:06:39 main:574] : INFO : Epoch 1718 | loss: 0.0311866 | val_loss: 0.0311911 | Time: 5601.12 ms
[2022-02-05 16:06:45 main:574] : INFO : Epoch 1719 | loss: 0.0311838 | val_loss: 0.031184 | Time: 5482.93 ms
[2022-02-05 16:06:51 main:574] : INFO : Epoch 1720 | loss: 0.031182 | val_loss: 0.0311836 | Time: 5722.5 ms
[2022-02-05 16:06:56 main:574] : INFO : Epoch 1721 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 5503.67 ms
[2022-02-05 16:07:02 main:574] : INFO : Epoch 1722 | loss: 0.0311816 | val_loss: 0.0311828 | Time: 5613.13 ms
[2022-02-05 16:07:08 main:574] : INFO : Epoch 1723 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 5503.92 ms
[2022-02-05 16:07:13 main:574] : INFO : Epoch 1724 | loss: 0.0311866 | val_loss: 0.031196 | Time: 5505.2 ms
[2022-02-05 16:07:19 main:574] : INFO : Epoch 1725 | loss: 0.03119 | val_loss: 0.0311867 | Time: 5564.9 ms
[2022-02-05 16:07:24 main:574] : INFO : Epoch 1726 | loss: 0.0311852 | val_loss: 0.031193 | Time: 5605.09 ms
[2022-02-05 16:07:30 main:574] : INFO : Epoch 1727 | loss: 0.0311817 | val_loss: 0.031183 | Time: 5601.44 ms
[2022-02-05 16:07:36 main:574] : INFO : Epoch 1728 | loss: 0.0311797 | val_loss: 0.0311843 | Time: 5550.9 ms
[2022-02-05 16:07:41 main:574] : INFO : Epoch 1729 | loss: 0.0311811 | val_loss: 0.0311827 | Time: 5537.46 ms
[2022-02-05 16:07:47 main:574] : INFO : Epoch 1730 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 5913.63 ms
[2022-02-05 16:07:53 main:574] : INFO : Epoch 1731 | loss: 0.031182 | val_loss: 0.0311837 | Time: 5471.87 ms
[2022-02-05 16:07:58 main:574] : INFO : Epoch 1732 | loss: 0.0311826 | val_loss: 0.0311908 | Time: 5421.06 ms
[2022-02-05 16:08:04 main:574] : INFO : Epoch 1733 | loss: 0.0311855 | val_loss: 0.0311844 | Time: 5613.26 ms
[2022-02-05 16:08:10 main:574] : INFO : Epoch 1734 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 5674.13 ms
[2022-02-05 16:08:15 main:574] : INFO : Epoch 1735 | loss: 0.0311818 | val_loss: 0.0311916 | Time: 5372.24 ms
[2022-02-05 16:08:21 main:574] : INFO : Epoch 1736 | loss: 0.0311809 | val_loss: 0.0311824 | Time: 5655.22 ms
[2022-02-05 16:08:27 main:574] : INFO : Epoch 1737 | loss: 0.0311813 | val_loss: 0.031183 | Time: 5559.11 ms
[2022-02-05 16:08:32 main:574] : INFO : Epoch 1738 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 5539.85 ms
[2022-02-05 16:08:38 main:574] : INFO : Epoch 1739 | loss: 0.0311808 | val_loss: 0.0311838 | Time: 5621 ms
[2022-02-05 16:08:44 main:574] : INFO : Epoch 1740 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 5460.29 ms
[2022-02-05 16:08:49 main:574] : INFO : Epoch 1741 | loss: 0.0311812 | val_loss: 0.0311861 | Time: 5556.2 ms
[2022-02-05 16:08:55 main:574] : INFO : Epoch 1742 | loss: 0.0311845 | val_loss: 0.0311894 | Time: 5515.15 ms
[2022-02-05 16:09:00 main:574] : INFO : Epoch 1743 | loss: 0.0311821 | val_loss: 0.0311898 | Time: 5547.83 ms
[2022-02-05 16:09:06 main:574] : INFO : Epoch 1744 | loss: 0.0311809 | val_loss: 0.0311872 | Time: 5635.2 ms
[2022-02-05 16:09:12 main:574] : INFO : Epoch 1745 | loss: 0.031181 | val_loss: 0.0311837 | Time: 5482.94 ms
[2022-02-05 16:09:17 main:574] : INFO : Epoch 1746 | loss: 0.0311825 | val_loss: 0.0311871 | Time: 5537.99 ms
[2022-02-05 16:09:23 main:574] : INFO : Epoch 1747 | loss: 0.0311835 | val_loss: 0.031188 | Time: 5816.51 ms
[2022-02-05 16:09:29 main:574] : INFO : Epoch 1748 | loss: 0.0311817 | val_loss: 0.0311842 | Time: 5578.03 ms
[2022-02-05 16:09:35 main:574] : INFO : Epoch 1749 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 5536.89 ms
[2022-02-05 16:09:40 main:574] : INFO : Epoch 1750 | loss: 0.0311812 | val_loss: 0.0311835 | Time: 5583.92 ms
[2022-02-05 16:09:46 main:574] : INFO : Epoch 1751 | loss: 0.0311825 | val_loss: 0.0311839 | Time: 5551.35 ms
[2022-02-05 16:09:51 main:574] : INFO : Epoch 1752 | loss: 0.0311803 | val_loss: 0.031182 | Time: 5553.64 ms
[2022-02-05 16:09:57 main:574] : INFO : Epoch 1753 | loss: 0.0311827 | val_loss: 0.031185 | Time: 5400.24 ms
[2022-02-05 16:10:03 main:574] : INFO : Epoch 1754 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 5575.13 ms
[2022-02-05 16:10:08 main:574] : INFO : Epoch 1755 | loss: 0.0311832 | val_loss: 0.0311827 | Time: 5666.22 ms
[2022-02-05 16:10:14 main:574] : INFO : Epoch 1756 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 5601.17 ms
[2022-02-05 16:10:20 main:574] : INFO : Epoch 1757 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 5418.68 ms
[2022-02-05 16:10:25 main:574] : INFO : Epoch 1758 | loss: 0.0311883 | val_loss: 0.0311851 | Time: 5790.56 ms
[2022-02-05 16:10:31 main:574] : INFO : Epoch 1759 | loss: 0.0311846 | val_loss: 0.0311845 | Time: 5532.21 ms
[2022-02-05 16:10:37 main:574] : INFO : Epoch 1760 | loss: 0.0311819 | val_loss: 0.0311828 | Time: 5753.3 ms
[2022-02-05 16:10:43 main:574] : INFO : Epoch 1761 | loss: 0.0311848 | val_loss: 0.031188 | Time: 5686.85 ms
[2022-02-05 16:10:48 main:574] : INFO : Epoch 1762 | loss: 0.0311868 | val_loss: 0.0311855 | Time: 5528.18 ms
[2022-02-05 16:10:54 main:574] : INFO : Epoch 1763 | loss: 0.0311863 | val_loss: 0.0311934 | Time: 5534.13 ms
[2022-02-05 16:10:59 main:574] : INFO : Epoch 1764 | loss: 0.0311853 | val_loss: 0.0311831 | Time: 5554.9 ms
[2022-02-05 16:11:05 main:574] : INFO : Epoch 1765 | loss: 0.0311829 | val_loss: 0.0311821 | Time: 5543.52 ms
[2022-02-05 16:11:11 main:574] : INFO : Epoch 1766 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 5627.26 ms
[2022-02-05 16:11:16 main:574] : INFO : Epoch 1767 | loss: 0.0311821 | val_loss: 0.0311867 | Time: 5564.47 ms
[2022-02-05 16:11:22 main:574] : INFO : Epoch 1768 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 5441.16 ms
[2022-02-05 16:11:27 main:574] : INFO : Epoch 1769 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 5382.13 ms
[2022-02-05 16:11:33 main:574] : INFO : Epoch 1770 | loss: 0.0311833 | val_loss: 0.0311842 | Time: 5594.55 ms
[2022-02-05 16:11:39 main:574] : INFO : Epoch 1771 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 5611.17 ms
[2022-02-05 16:12:08 main:574] : INFO : Epoch 1772 | loss: 0.031187 | val_loss: 0.0311862 | Time: 27205.1 ms
[2022-02-05 16:12:13 main:574] : INFO : Epoch 1773 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 5534.3 ms
[2022-02-05 16:12:19 main:574] : INFO : Epoch 1774 | loss: 0.0311811 | val_loss: 0.0311819 | Time: 5666.46 ms
[2022-02-05 16:12:25 main:574] : INFO : Epoch 1775 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 5415.5 ms
[2022-02-05 16:12:30 main:574] : INFO : Epoch 1776 | loss: 0.0311809 | val_loss: 0.0311825 | Time: 5482.52 ms
[2022-02-05 16:12:36 main:574] : INFO : Epoch 1777 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 5864.77 ms
[2022-02-05 16:12:42 main:574] : INFO : Epoch 1778 | loss: 0.0311816 | val_loss: 0.0311822 | Time: 5679.85 ms
[2022-02-05 16:12:48 main:574] : INFO : Epoch 1779 | loss: 0.0311825 | val_loss: 0.0311963 | Time: 5494.82 ms
[2022-02-05 16:12:53 main:574] : INFO : Epoch 1780 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 5540.16 ms
[2022-02-05 16:12:59 main:574] : INFO : Epoch 1781 | loss: 0.0311845 | val_loss: 0.0311824 | Time: 5597.8 ms
[2022-02-05 16:13:05 main:574] : INFO : Epoch 1782 | loss: 0.0311825 | val_loss: 0.0311854 | Time: 5571.11 ms
[2022-02-05 16:13:10 main:574] : INFO : Epoch 1783 | loss: 0.0311797 | val_loss: 0.0311838 | Time: 5376.29 ms
[2022-02-05 16:13:16 main:574] : INFO : Epoch 1784 | loss: 0.0311851 | val_loss: 0.0311957 | Time: 5563.98 ms
[2022-02-05 16:13:21 main:574] : INFO : Epoch 1785 | loss: 0.0311858 | val_loss: 0.0311825 | Time: 5525.83 ms
[2022-02-05 16:13:27 main:574] : INFO : Epoch 1786 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 5697.2 ms
[2022-02-05 16:13:33 main:574] : INFO : Epoch 1787 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 5592.44 ms
[2022-02-05 16:13:38 main:574] : INFO : Epoch 1788 | loss: 0.0311878 | val_loss: 0.031184 | Time: 5562.95 ms
[2022-02-05 16:13:44 main:574] : INFO : Epoch 1789 | loss: 0.0311833 | val_loss: 0.0311854 | Time: 5653.7 ms
[2022-02-05 16:13:50 main:574] : INFO : Epoch 1790 | loss: 0.031186 | val_loss: 0.0311881 | Time: 5435.13 ms
[2022-02-05 16:13:55 main:574] : INFO : Epoch 1791 | loss: 0.0311805 | val_loss: 0.0311817 | Time: 5468.74 ms
[2022-02-05 16:14:01 main:574] : INFO : Epoch 1792 | loss: 0.0311799 | val_loss: 0.031182 | Time: 5864.3 ms
[2022-02-05 16:14:07 main:574] : INFO : Epoch 1793 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 5491.14 ms
[2022-02-05 16:14:12 main:574] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311854 | Time: 5444.06 ms
[2022-02-05 16:14:18 main:574] : INFO : Epoch 1795 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 5654.67 ms
[2022-02-05 16:14:24 main:574] : INFO : Epoch 1796 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 5543.62 ms
[2022-02-05 16:14:29 main:574] : INFO : Epoch 1797 | loss: 0.0311882 | val_loss: 0.0311885 | Time: 5352.75 ms
[2022-02-05 16:14:35 main:574] : INFO : Epoch 1798 | loss: 0.031188 | val_loss: 0.0311871 | Time: 5453.11 ms
[2022-02-05 16:14:40 main:574] : INFO : Epoch 1799 | loss: 0.0311811 | val_loss: 0.0311829 | Time: 5721.86 ms
[2022-02-05 16:14:46 main:574] : INFO : Epoch 1800 | loss: 0.0311821 | val_loss: 0.0311857 | Time: 5572.27 ms
[2022-02-05 16:14:52 main:574] : INFO : Epoch 1801 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 5414.95 ms
[2022-02-05 16:14:57 main:574] : INFO : Epoch 1802 | loss: 0.0311823 | val_loss: 0.0311837 | Time: 5761.4 ms
[2022-02-05 16:15:03 main:574] : INFO : Epoch 1803 | loss: 0.0311818 | val_loss: 0.0311835 | Time: 5630.54 ms
[2022-02-05 16:15:09 main:574] : INFO : Epoch 1804 | loss: 0.0311814 | val_loss: 0.0311821 | Time: 5537.08 ms
[2022-02-05 16:15:14 main:574] : INFO : Epoch 1805 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 5535.07 ms
[2022-02-05 16:15:20 main:574] : INFO : Epoch 1806 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 5579.96 ms
[2022-02-05 16:15:26 main:574] : INFO : Epoch 1807 | loss: 0.0311798 | val_loss: 0.0311831 | Time: 5597.28 ms
[2022-02-05 16:15:31 main:574] : INFO : Epoch 1808 | loss: 0.0311793 | val_loss: 0.0311844 | Time: 5666.19 ms
[2022-02-05 16:15:37 main:574] : INFO : Epoch 1809 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 5686.39 ms
[2022-02-05 16:15:43 main:574] : INFO : Epoch 1810 | loss: 0.0311817 | val_loss: 0.0311826 | Time: 5528.15 ms
[2022-02-05 16:15:48 main:574] : INFO : Epoch 1811 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 5359.02 ms
[2022-02-05 16:15:54 main:574] : INFO : Epoch 1812 | loss: 0.0311799 | val_loss: 0.0311827 | Time: 5603.54 ms
[2022-02-05 16:16:00 main:574] : INFO : Epoch 1813 | loss: 0.0311796 | val_loss: 0.031183 | Time: 5575.81 ms
[2022-02-05 16:16:05 main:574] : INFO : Epoch 1814 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 5356.33 ms
[2022-02-05 16:16:11 main:574] : INFO : Epoch 1815 | loss: 0.0311799 | val_loss: 0.0311851 | Time: 5525.62 ms
[2022-02-05 16:16:16 main:574] : INFO : Epoch 1816 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 5552.67 ms
[2022-02-05 16:16:22 main:574] : INFO : Epoch 1817 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 5450.76 ms
[2022-02-05 16:16:27 main:574] : INFO : Epoch 1818 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 5465.61 ms
[2022-02-05 16:16:33 main:574] : INFO : Epoch 1819 | loss: 0.031182 | val_loss: 0.0311882 | Time: 5632.3 ms
[2022-02-05 16:16:39 main:574] : INFO : Epoch 1820 | loss: 0.0311829 | val_loss: 0.0311857 | Time: 5419.59 ms
[2022-02-05 16:16:44 main:574] : INFO : Epoch 1821 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 5528.4 ms
[2022-02-05 16:16:50 main:574] : INFO : Epoch 1822 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 5584.01 ms
[2022-02-05 16:16:56 main:574] : INFO : Epoch 1823 | loss: 0.0311834 | val_loss: 0.0311832 | Time: 5635.72 ms
[2022-02-05 16:17:01 main:574] : INFO : Epoch 1824 | loss: 0.0311798 | val_loss: 0.0311841 | Time: 5586.5 ms
[2022-02-05 16:17:07 main:574] : INFO : Epoch 1825 | loss: 0.0311799 | val_loss: 0.0311871 | Time: 5604.4 ms
[2022-02-05 16:17:12 main:574] : INFO : Epoch 1826 | loss: 0.0311803 | val_loss: 0.0311849 | Time: 5414.08 ms
[2022-02-05 16:17:18 main:574] : INFO : Epoch 1827 | loss: 0.0311804 | val_loss: 0.0311855 | Time: 5561.65 ms
[2022-02-05 16:17:24 main:574] : INFO : Epoch 1828 | loss: 0.031181 | val_loss: 0.0311844 | Time: 5571.22 ms
[2022-02-05 16:17:29 main:574] : INFO : Epoch 1829 | loss: 0.0311818 | val_loss: 0.0311836 | Time: 5493.27 ms
[2022-02-05 16:17:35 main:574] : INFO : Epoch 1830 | loss: 0.0311798 | val_loss: 0.031183 | Time: 5442.13 ms
[2022-02-05 16:17:41 main:574] : INFO : Epoch 1831 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 5718.9 ms
[2022-02-05 16:17:46 main:574] : INFO : Epoch 1832 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 5548.25 ms
[2022-02-05 16:17:52 main:574] : INFO : Epoch 1833 | loss: 0.031179 | val_loss: 0.0311847 | Time: 5556.81 ms
[2022-02-05 16:17:58 main:574] : INFO : Epoch 1834 | loss: 0.0311792 | val_loss: 0.0311844 | Time: 5641.61 ms
[2022-02-05 16:18:03 main:574] : INFO : Epoch 1835 | loss: 0.031179 | val_loss: 0.0311837 | Time: 5661.88 ms
[2022-02-05 16:18:09 main:574] : INFO : Epoch 1836 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 5407.44 ms
[2022-02-05 16:18:15 main:574] : INFO : Epoch 1837 | loss: 0.0311815 | val_loss: 0.031189 | Time: 5669.04 ms
[2022-02-05 16:18:20 main:574] : INFO : Epoch 1838 | loss: 0.031184 | val_loss: 0.0311845 | Time: 5617.28 ms
[2022-02-05 16:18:26 main:574] : INFO : Epoch 1839 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 5522.78 ms
[2022-02-05 16:18:32 main:574] : INFO : Epoch 1840 | loss: 0.0311848 | val_loss: 0.0311927 | Time: 5777.4 ms
[2022-02-05 16:18:37 main:574] : INFO : Epoch 1841 | loss: 0.0311857 | val_loss: 0.0311846 | Time: 5638.89 ms
[2022-02-05 16:18:43 main:574] : INFO : Epoch 1842 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 5704.33 ms
[2022-02-05 16:18:49 main:574] : INFO : Epoch 1843 | loss: 0.0311841 | val_loss: 0.031184 | Time: 5728.5 ms
[2022-02-05 16:18:55 main:574] : INFO : Epoch 1844 | loss: 0.0311819 | val_loss: 0.0311893 | Time: 5581.28 ms
[2022-02-05 16:19:00 main:574] : INFO : Epoch 1845 | loss: 0.0311856 | val_loss: 0.0311845 | Time: 5498.91 ms
[2022-02-05 16:19:06 main:574] : INFO : Epoch 1846 | loss: 0.0311805 | val_loss: 0.0311848 | Time: 5527.73 ms
[2022-02-05 16:19:12 main:574] : INFO : Epoch 1847 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 5563.81 ms
[2022-02-05 16:19:17 main:574] : INFO : Epoch 1848 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 5592.51 ms
[2022-02-05 16:19:23 main:574] : INFO : Epoch 1849 | loss: 0.03118 | val_loss: 0.0311846 | Time: 5715.14 ms
[2022-02-05 16:19:29 main:574] : INFO : Epoch 1850 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 5490.8 ms
[2022-02-05 16:19:34 main:574] : INFO : Epoch 1851 | loss: 0.0311853 | val_loss: 0.0311823 | Time: 5674.68 ms
[2022-02-05 16:19:40 main:574] : INFO : Epoch 1852 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 5639.27 ms
[2022-02-05 16:19:46 main:574] : INFO : Epoch 1853 | loss: 0.0311803 | val_loss: 0.031182 | Time: 5477.51 ms
[2022-02-05 16:19:51 main:574] : INFO : Epoch 1854 | loss: 0.0311809 | val_loss: 0.0311843 | Time: 5532.4 ms
[2022-02-05 16:19:57 main:574] : INFO : Epoch 1855 | loss: 0.031179 | val_loss: 0.0311825 | Time: 5476.49 ms
[2022-02-05 16:20:02 main:574] : INFO : Epoch 1856 | loss: 0.0311829 | val_loss: 0.0311884 | Time: 5494.32 ms
[2022-02-05 16:20:08 main:574] : INFO : Epoch 1857 | loss: 0.0311827 | val_loss: 0.0311852 | Time: 5575.34 ms
[2022-02-05 16:20:14 main:574] : INFO : Epoch 1858 | loss: 0.0311836 | val_loss: 0.0311855 | Time: 5590.34 ms
[2022-02-05 16:20:20 main:574] : INFO : Epoch 1859 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 5753.68 ms
[2022-02-05 16:20:25 main:574] : INFO : Epoch 1860 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 5567.42 ms
[2022-02-05 16:20:31 main:574] : INFO : Epoch 1861 | loss: 0.031187 | val_loss: 0.0311938 | Time: 5511.45 ms
[2022-02-05 16:20:36 main:574] : INFO : Epoch 1862 | loss: 0.0311881 | val_loss: 0.0311848 | Time: 5527.24 ms
[2022-02-05 16:20:42 main:574] : INFO : Epoch 1863 | loss: 0.0311876 | val_loss: 0.0311839 | Time: 5633.77 ms
[2022-02-05 16:20:48 main:574] : INFO : Epoch 1864 | loss: 0.0311959 | val_loss: 0.0311853 | Time: 5561.03 ms
[2022-02-05 16:20:54 main:574] : INFO : Epoch 1865 | loss: 0.0311875 | val_loss: 0.0311827 | Time: 5751.66 ms
[2022-02-05 16:20:59 main:574] : INFO : Epoch 1866 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 5536.57 ms
[2022-02-05 16:21:05 main:574] : INFO : Epoch 1867 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 5540.79 ms
[2022-02-05 16:21:10 main:574] : INFO : Epoch 1868 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 5522.22 ms
[2022-02-05 16:21:16 main:574] : INFO : Epoch 1869 | loss: 0.0311863 | val_loss: 0.0311808 | Time: 5452.71 ms
[2022-02-05 16:21:21 main:574] : INFO : Epoch 1870 | loss: 0.0311858 | val_loss: 0.031183 | Time: 5383.83 ms
[2022-02-05 16:21:27 main:574] : INFO : Epoch 1871 | loss: 0.0311865 | val_loss: 0.0311829 | Time: 5468.93 ms
[2022-02-05 16:21:33 main:574] : INFO : Epoch 1872 | loss: 0.0311827 | val_loss: 0.0311875 | Time: 5542.1 ms
[2022-02-05 16:21:38 main:574] : INFO : Epoch 1873 | loss: 0.0311839 | val_loss: 0.031181 | Time: 5304.73 ms
[2022-02-05 16:21:43 main:574] : INFO : Epoch 1874 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 5390.58 ms
[2022-02-05 16:21:49 main:574] : INFO : Epoch 1875 | loss: 0.0311802 | val_loss: 0.0311808 | Time: 5623.16 ms
[2022-02-05 16:21:55 main:574] : INFO : Epoch 1876 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 5646.68 ms
[2022-02-05 16:22:00 main:574] : INFO : Epoch 1877 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 5549.76 ms
[2022-02-05 16:22:06 main:574] : INFO : Epoch 1878 | loss: 0.0311805 | val_loss: 0.0311826 | Time: 5630.36 ms
[2022-02-05 16:22:12 main:574] : INFO : Epoch 1879 | loss: 0.031186 | val_loss: 0.031186 | Time: 5416.17 ms
[2022-02-05 16:22:17 main:574] : INFO : Epoch 1880 | loss: 0.0311867 | val_loss: 0.0311849 | Time: 5611.6 ms
[2022-02-05 16:22:23 main:574] : INFO : Epoch 1881 | loss: 0.0311862 | val_loss: 0.031185 | Time: 5424.19 ms
[2022-02-05 16:22:29 main:574] : INFO : Epoch 1882 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 5588.25 ms
[2022-02-05 16:22:34 main:574] : INFO : Epoch 1883 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 5545.56 ms
[2022-02-05 16:22:40 main:574] : INFO : Epoch 1884 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 5531.12 ms
[2022-02-05 16:22:45 main:574] : INFO : Epoch 1885 | loss: 0.0311828 | val_loss: 0.0311805 | Time: 5490.84 ms
[2022-02-05 16:22:51 main:574] : INFO : Epoch 1886 | loss: 0.0311841 | val_loss: 0.031181 | Time: 5447.09 ms
[2022-02-05 16:22:57 main:574] : INFO : Epoch 1887 | loss: 0.0311833 | val_loss: 0.0311815 | Time: 5491.91 ms
[2022-02-05 16:23:02 main:574] : INFO : Epoch 1888 | loss: 0.0311835 | val_loss: 0.031182 | Time: 5616.08 ms
[2022-02-05 16:23:08 main:574] : INFO : Epoch 1889 | loss: 0.0311833 | val_loss: 0.0311829 | Time: 5481.23 ms
[2022-02-05 16:23:14 main:574] : INFO : Epoch 1890 | loss: 0.0311832 | val_loss: 0.0311821 | Time: 5596.23 ms
[2022-02-05 16:23:19 main:574] : INFO : Epoch 1891 | loss: 0.0311837 | val_loss: 0.0311803 | Time: 5355.02 ms
[2022-02-05 16:23:25 main:574] : INFO : Epoch 1892 | loss: 0.031181 | val_loss: 0.0311806 | Time: 5556.9 ms
[2022-02-05 16:23:30 main:574] : INFO : Epoch 1893 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 5556.87 ms
[2022-02-05 16:23:36 main:574] : INFO : Epoch 1894 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 5708.79 ms
[2022-02-05 16:23:42 main:574] : INFO : Epoch 1895 | loss: 0.0311831 | val_loss: 0.0311798 | Time: 5592.56 ms
[2022-02-05 16:23:47 main:574] : INFO : Epoch 1896 | loss: 0.0311818 | val_loss: 0.0311838 | Time: 5498.99 ms
[2022-02-05 16:23:53 main:574] : INFO : Epoch 1897 | loss: 0.031181 | val_loss: 0.0311801 | Time: 5637.06 ms
[2022-02-05 16:23:58 main:574] : INFO : Epoch 1898 | loss: 0.0311802 | val_loss: 0.0311819 | Time: 5469.44 ms
[2022-02-05 16:24:04 main:574] : INFO : Epoch 1899 | loss: 0.031181 | val_loss: 0.0311803 | Time: 5435.7 ms
[2022-02-05 16:24:10 main:574] : INFO : Epoch 1900 | loss: 0.0311812 | val_loss: 0.0311815 | Time: 5558.82 ms
[2022-02-05 16:24:15 main:574] : INFO : Epoch 1901 | loss: 0.0311801 | val_loss: 0.0311796 | Time: 5417.8 ms
[2022-02-05 16:24:21 main:574] : INFO : Epoch 1902 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 5570.37 ms
[2022-02-05 16:24:27 main:574] : INFO : Epoch 1903 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 5665.96 ms
[2022-02-05 16:24:32 main:574] : INFO : Epoch 1904 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 5583.41 ms
[2022-02-05 16:24:38 main:574] : INFO : Epoch 1905 | loss: 0.03118 | val_loss: 0.0311798 | Time: 5504.79 ms
[2022-02-05 16:24:43 main:574] : INFO : Epoch 1906 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 5396.99 ms
[2022-02-05 16:24:49 main:574] : INFO : Epoch 1907 | loss: 0.0311816 | val_loss: 0.0311855 | Time: 5561.96 ms
[2022-02-05 16:24:54 main:574] : INFO : Epoch 1908 | loss: 0.0311821 | val_loss: 0.0311802 | Time: 5420.22 ms
[2022-02-05 16:25:00 main:574] : INFO : Epoch 1909 | loss: 0.0311833 | val_loss: 0.0311841 | Time: 5576.52 ms
[2022-02-05 16:25:06 main:574] : INFO : Epoch 1910 | loss: 0.0311812 | val_loss: 0.031181 | Time: 5753.48 ms
[2022-02-05 16:25:12 main:574] : INFO : Epoch 1911 | loss: 0.031181 | val_loss: 0.0311824 | Time: 5615 ms
[2022-02-05 16:25:17 main:574] : INFO : Epoch 1912 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 5662.76 ms
[2022-02-05 16:25:23 main:574] : INFO : Epoch 1913 | loss: 0.0311806 | val_loss: 0.031179 | Time: 5504.62 ms
[2022-02-05 16:25:29 main:574] : INFO : Epoch 1914 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 5550.75 ms
[2022-02-05 16:25:34 main:574] : INFO : Epoch 1915 | loss: 0.0311792 | val_loss: 0.0311808 | Time: 5752.23 ms
[2022-02-05 16:25:40 main:574] : INFO : Epoch 1916 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 5778.63 ms
[2022-02-05 16:25:46 main:574] : INFO : Epoch 1917 | loss: 0.0311835 | val_loss: 0.0311807 | Time: 5587.81 ms
[2022-02-05 16:25:52 main:574] : INFO : Epoch 1918 | loss: 0.0311842 | val_loss: 0.0311808 | Time: 5662.21 ms
[2022-02-05 16:25:57 main:574] : INFO : Epoch 1919 | loss: 0.031181 | val_loss: 0.0311799 | Time: 5595.7 ms
[2022-02-05 16:26:03 main:574] : INFO : Epoch 1920 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 5628.5 ms
[2022-02-05 16:26:09 main:574] : INFO : Epoch 1921 | loss: 0.0311815 | val_loss: 0.0311789 | Time: 5646.54 ms
[2022-02-05 16:26:14 main:574] : INFO : Epoch 1922 | loss: 0.0311794 | val_loss: 0.0311855 | Time: 5430.37 ms
[2022-02-05 16:26:20 main:574] : INFO : Epoch 1923 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 5391.44 ms
[2022-02-05 16:26:26 main:574] : INFO : Epoch 1924 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 5715.02 ms
[2022-02-05 16:26:31 main:574] : INFO : Epoch 1925 | loss: 0.0311805 | val_loss: 0.0311834 | Time: 5631.72 ms
[2022-02-05 16:26:37 main:574] : INFO : Epoch 1926 | loss: 0.0311806 | val_loss: 0.031181 | Time: 5484.09 ms
[2022-02-05 16:26:42 main:574] : INFO : Epoch 1927 | loss: 0.0311807 | val_loss: 0.031181 | Time: 5556.56 ms
[2022-02-05 16:26:48 main:574] : INFO : Epoch 1928 | loss: 0.0311801 | val_loss: 0.0311856 | Time: 5576.05 ms
[2022-02-05 16:26:54 main:574] : INFO : Epoch 1929 | loss: 0.0311811 | val_loss: 0.0311845 | Time: 5486.96 ms
[2022-02-05 16:26:59 main:574] : INFO : Epoch 1930 | loss: 0.0311808 | val_loss: 0.0311797 | Time: 5474.7 ms
[2022-02-05 16:27:05 main:574] : INFO : Epoch 1931 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 5657.3 ms
[2022-02-05 16:27:11 main:574] : INFO : Epoch 1932 | loss: 0.0311798 | val_loss: 0.0311821 | Time: 5613.44 ms
[2022-02-05 16:27:16 main:574] : INFO : Epoch 1933 | loss: 0.0311793 | val_loss: 0.0311797 | Time: 5555.7 ms
[2022-02-05 16:27:22 main:574] : INFO : Epoch 1934 | loss: 0.0311781 | val_loss: 0.031179 | Time: 5589.43 ms
[2022-02-05 16:27:28 main:574] : INFO : Epoch 1935 | loss: 0.0311791 | val_loss: 0.0311793 | Time: 5477.72 ms
[2022-02-05 16:27:33 main:574] : INFO : Epoch 1936 | loss: 0.031179 | val_loss: 0.0311792 | Time: 5684.03 ms
[2022-02-05 16:27:39 main:574] : INFO : Epoch 1937 | loss: 0.0311788 | val_loss: 0.0311795 | Time: 5794.73 ms
[2022-02-05 16:27:45 main:574] : INFO : Epoch 1938 | loss: 0.0311834 | val_loss: 0.0311817 | Time: 5680.28 ms
[2022-02-05 16:27:51 main:574] : INFO : Epoch 1939 | loss: 0.0311822 | val_loss: 0.0311892 | Time: 5683.89 ms
[2022-02-05 16:27:57 main:574] : INFO : Epoch 1940 | loss: 0.0311802 | val_loss: 0.0311804 | Time: 5755.06 ms
[2022-02-05 16:28:02 main:574] : INFO : Epoch 1941 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 5650.2 ms
[2022-02-05 16:28:08 main:574] : INFO : Epoch 1942 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 5637.93 ms
[2022-02-05 16:28:14 main:574] : INFO : Epoch 1943 | loss: 0.0311801 | val_loss: 0.0311789 | Time: 5569.67 ms
[2022-02-05 16:28:19 main:574] : INFO : Epoch 1944 | loss: 0.03118 | val_loss: 0.0311786 | Time: 5739.61 ms
[2022-02-05 16:28:25 main:574] : INFO : Epoch 1945 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 5707.07 ms
[2022-02-05 16:28:31 main:574] : INFO : Epoch 1946 | loss: 0.0311815 | val_loss: 0.0311843 | Time: 6013.2 ms
[2022-02-05 16:28:37 main:574] : INFO : Epoch 1947 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 5868.31 ms
[2022-02-05 16:28:43 main:574] : INFO : Epoch 1948 | loss: 0.0311791 | val_loss: 0.031179 | Time: 5615.38 ms
[2022-02-05 16:28:49 main:574] : INFO : Epoch 1949 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 5488.05 ms
[2022-02-05 16:28:54 main:574] : INFO : Epoch 1950 | loss: 0.0311803 | val_loss: 0.0311793 | Time: 5504.22 ms
[2022-02-05 16:29:00 main:574] : INFO : Epoch 1951 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 5446.48 ms
[2022-02-05 16:29:06 main:574] : INFO : Epoch 1952 | loss: 0.031179 | val_loss: 0.0311793 | Time: 5708.16 ms
[2022-02-05 16:29:11 main:574] : INFO : Epoch 1953 | loss: 0.0311798 | val_loss: 0.0311804 | Time: 5602.42 ms
[2022-02-05 16:29:17 main:574] : INFO : Epoch 1954 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 5407.8 ms
[2022-02-05 16:29:22 main:574] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0311797 | Time: 5501.96 ms
[2022-02-05 16:29:28 main:574] : INFO : Epoch 1956 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 5672.46 ms
[2022-02-05 16:29:34 main:574] : INFO : Epoch 1957 | loss: 0.0311819 | val_loss: 0.0311863 | Time: 5430.52 ms
[2022-02-05 16:29:39 main:574] : INFO : Epoch 1958 | loss: 0.031182 | val_loss: 0.0311836 | Time: 5376.53 ms
[2022-02-05 16:29:45 main:574] : INFO : Epoch 1959 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 5417.05 ms
[2022-02-05 16:29:50 main:574] : INFO : Epoch 1960 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 5628.52 ms
[2022-02-05 16:29:56 main:574] : INFO : Epoch 1961 | loss: 0.031182 | val_loss: 0.031181 | Time: 5651.52 ms
[2022-02-05 16:30:01 main:574] : INFO : Epoch 1962 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 5353.39 ms
[2022-02-05 16:30:07 main:574] : INFO : Epoch 1963 | loss: 0.0311824 | val_loss: 0.0311801 | Time: 5596.41 ms
[2022-02-05 16:30:13 main:574] : INFO : Epoch 1964 | loss: 0.0311822 | val_loss: 0.0311829 | Time: 5492.09 ms
[2022-02-05 16:30:18 main:574] : INFO : Epoch 1965 | loss: 0.031181 | val_loss: 0.0311809 | Time: 5506.4 ms
[2022-02-05 16:30:24 main:574] : INFO : Epoch 1966 | loss: 0.03118 | val_loss: 0.0311813 | Time: 5620.58 ms
[2022-02-05 16:30:29 main:574] : INFO : Epoch 1967 | loss: 0.031179 | val_loss: 0.0311827 | Time: 5389.13 ms
[2022-02-05 16:30:35 main:574] : INFO : Epoch 1968 | loss: 0.0311796 | val_loss: 0.0311866 | Time: 5554.54 ms
[2022-02-05 16:30:40 main:574] : INFO : Epoch 1969 | loss: 0.0311831 | val_loss: 0.0311842 | Time: 5413.51 ms
[2022-02-05 16:30:46 main:574] : INFO : Epoch 1970 | loss: 0.0311891 | val_loss: 0.0311916 | Time: 5687.69 ms
[2022-02-05 16:30:52 main:574] : INFO : Epoch 1971 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 5380.41 ms
[2022-02-05 16:30:57 main:574] : INFO : Epoch 1972 | loss: 0.0311814 | val_loss: 0.0311853 | Time: 5360.61 ms
[2022-02-05 16:31:03 main:574] : INFO : Epoch 1973 | loss: 0.0311846 | val_loss: 0.0311835 | Time: 5496.21 ms
[2022-02-05 16:31:08 main:574] : INFO : Epoch 1974 | loss: 0.0311813 | val_loss: 0.0311863 | Time: 5627.45 ms
[2022-02-05 16:31:14 main:574] : INFO : Epoch 1975 | loss: 0.0311783 | val_loss: 0.0311797 | Time: 5617.34 ms
[2022-02-05 16:31:20 main:574] : INFO : Epoch 1976 | loss: 0.0311788 | val_loss: 0.0311804 | Time: 5542.42 ms
[2022-02-05 16:31:26 main:574] : INFO : Epoch 1977 | loss: 0.0311785 | val_loss: 0.031183 | Time: 5693.73 ms
[2022-02-05 16:31:31 main:574] : INFO : Epoch 1978 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 5585.07 ms
[2022-02-05 16:31:37 main:574] : INFO : Epoch 1979 | loss: 0.0311779 | val_loss: 0.0311806 | Time: 5431.53 ms
[2022-02-05 16:31:43 main:574] : INFO : Epoch 1980 | loss: 0.0311783 | val_loss: 0.0311809 | Time: 5772.75 ms
[2022-02-05 16:31:48 main:574] : INFO : Epoch 1981 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 5639.41 ms
[2022-02-05 16:31:54 main:574] : INFO : Epoch 1982 | loss: 0.0311787 | val_loss: 0.0311812 | Time: 5706.79 ms
[2022-02-05 16:32:00 main:574] : INFO : Epoch 1983 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 5506.38 ms
[2022-02-05 16:32:05 main:574] : INFO : Epoch 1984 | loss: 0.0311803 | val_loss: 0.0311824 | Time: 5624.94 ms
[2022-02-05 16:32:11 main:574] : INFO : Epoch 1985 | loss: 0.0311792 | val_loss: 0.0311793 | Time: 5372.09 ms
[2022-02-05 16:32:16 main:574] : INFO : Epoch 1986 | loss: 0.0311783 | val_loss: 0.0311815 | Time: 5522.95 ms
[2022-02-05 16:32:22 main:574] : INFO : Epoch 1987 | loss: 0.0311785 | val_loss: 0.0311861 | Time: 5194.84 ms
[2022-02-05 16:32:27 main:574] : INFO : Epoch 1988 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 5454.92 ms
[2022-02-05 16:32:33 main:574] : INFO : Epoch 1989 | loss: 0.0311796 | val_loss: 0.03118 | Time: 5430.26 ms
[2022-02-05 16:32:39 main:574] : INFO : Epoch 1990 | loss: 0.0311774 | val_loss: 0.0311866 | Time: 5730.58 ms
[2022-02-05 16:32:44 main:574] : INFO : Epoch 1991 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 5596.66 ms
[2022-02-05 16:32:50 main:574] : INFO : Epoch 1992 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 5613.15 ms
[2022-02-05 16:32:56 main:574] : INFO : Epoch 1993 | loss: 0.0311803 | val_loss: 0.0311874 | Time: 5506.99 ms
[2022-02-05 16:33:01 main:574] : INFO : Epoch 1994 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 5610.41 ms
[2022-02-05 16:33:07 main:574] : INFO : Epoch 1995 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 5501.63 ms
[2022-02-05 16:33:12 main:574] : INFO : Epoch 1996 | loss: 0.031177 | val_loss: 0.0311805 | Time: 5569.63 ms
[2022-02-05 16:33:18 main:574] : INFO : Epoch 1997 | loss: 0.031177 | val_loss: 0.0311829 | Time: 5519.15 ms
[2022-02-05 16:33:23 main:574] : INFO : Epoch 1998 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 5320.06 ms
[2022-02-05 16:33:29 main:574] : INFO : Epoch 1999 | loss: 0.0311797 | val_loss: 0.0311816 | Time: 5453.09 ms
[2022-02-05 16:33:35 main:574] : INFO : Epoch 2000 | loss: 0.031179 | val_loss: 0.0311839 | Time: 5553.18 ms
[2022-02-05 16:33:40 main:574] : INFO : Epoch 2001 | loss: 0.0311781 | val_loss: 0.0311809 | Time: 5736.93 ms
[2022-02-05 16:33:46 main:574] : INFO : Epoch 2002 | loss: 0.0311773 | val_loss: 0.031182 | Time: 5642.33 ms
[2022-02-05 16:33:52 main:574] : INFO : Epoch 2003 | loss: 0.0311778 | val_loss: 0.0311872 | Time: 5591.86 ms
[2022-02-05 16:33:57 main:574] : INFO : Epoch 2004 | loss: 0.031178 | val_loss: 0.0311824 | Time: 5600.46 ms
[2022-02-05 16:34:03 main:574] : INFO : Epoch 2005 | loss: 0.0311776 | val_loss: 0.03118 | Time: 5554.02 ms
[2022-02-05 16:34:09 main:574] : INFO : Epoch 2006 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 5516.79 ms
[2022-02-05 16:34:14 main:574] : INFO : Epoch 2007 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 5591.65 ms
[2022-02-05 16:34:20 main:574] : INFO : Epoch 2008 | loss: 0.0311785 | val_loss: 0.0311815 | Time: 5467.09 ms
[2022-02-05 16:34:25 main:574] : INFO : Epoch 2009 | loss: 0.0311777 | val_loss: 0.0311813 | Time: 5485.32 ms
[2022-02-05 16:34:31 main:574] : INFO : Epoch 2010 | loss: 0.0311784 | val_loss: 0.0311809 | Time: 5553.63 ms
[2022-02-05 16:34:37 main:574] : INFO : Epoch 2011 | loss: 0.0311807 | val_loss: 0.0311841 | Time: 5533.64 ms
[2022-02-05 16:34:42 main:574] : INFO : Epoch 2012 | loss: 0.031178 | val_loss: 0.0311791 | Time: 5428.24 ms
[2022-02-05 16:34:48 main:574] : INFO : Epoch 2013 | loss: 0.0311771 | val_loss: 0.0311803 | Time: 5546.79 ms
[2022-02-05 16:34:53 main:574] : INFO : Epoch 2014 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 5483.65 ms
[2022-02-05 16:34:59 main:574] : INFO : Epoch 2015 | loss: 0.0311778 | val_loss: 0.0311825 | Time: 5709.46 ms
[2022-02-05 16:35:05 main:574] : INFO : Epoch 2016 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 5505.22 ms
[2022-02-05 16:35:11 main:574] : INFO : Epoch 2017 | loss: 0.0311768 | val_loss: 0.0311796 | Time: 5714.01 ms
[2022-02-05 16:35:16 main:574] : INFO : Epoch 2018 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 5441.09 ms
[2022-02-05 16:35:22 main:574] : INFO : Epoch 2019 | loss: 0.0311764 | val_loss: 0.031184 | Time: 5656.52 ms
[2022-02-05 16:35:28 main:574] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 5725.4 ms
[2022-02-05 16:35:33 main:574] : INFO : Epoch 2021 | loss: 0.0311788 | val_loss: 0.0311844 | Time: 5589.04 ms
[2022-02-05 16:35:39 main:574] : INFO : Epoch 2022 | loss: 0.0311784 | val_loss: 0.0311861 | Time: 5655.33 ms
[2022-02-05 16:35:45 main:574] : INFO : Epoch 2023 | loss: 0.0311812 | val_loss: 0.0311875 | Time: 5701.93 ms
[2022-02-05 16:35:50 main:574] : INFO : Epoch 2024 | loss: 0.0515268 | val_loss: 0.0531948 | Time: 5633.11 ms
[2022-02-05 16:35:56 main:574] : INFO : Epoch 2025 | loss: 0.0567908 | val_loss: 0.0334537 | Time: 5624.69 ms
[2022-02-05 16:36:02 main:574] : INFO : Epoch 2026 | loss: 0.0331091 | val_loss: 0.0321098 | Time: 5667.34 ms
[2022-02-05 16:36:07 main:574] : INFO : Epoch 2027 | loss: 0.0315732 | val_loss: 0.0313368 | Time: 5480.75 ms
[2022-02-05 16:36:13 main:574] : INFO : Epoch 2028 | loss: 0.0313172 | val_loss: 0.0312961 | Time: 5768.72 ms
[2022-02-05 16:36:19 main:574] : INFO : Epoch 2029 | loss: 0.0312733 | val_loss: 0.0312651 | Time: 5521.14 ms
[2022-02-05 16:36:25 main:574] : INFO : Epoch 2030 | loss: 0.031261 | val_loss: 0.0312602 | Time: 5476.1 ms
[2022-02-05 16:36:30 main:574] : INFO : Epoch 2031 | loss: 0.0312559 | val_loss: 0.0312563 | Time: 5631.45 ms
[2022-02-05 16:36:36 main:574] : INFO : Epoch 2032 | loss: 0.0312529 | val_loss: 0.0312541 | Time: 5491.99 ms
[2022-02-05 16:36:41 main:574] : INFO : Epoch 2033 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 5503.42 ms
[2022-02-05 16:36:47 main:574] : INFO : Epoch 2034 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 5757.47 ms
[2022-02-05 16:36:53 main:574] : INFO : Epoch 2035 | loss: 0.0312456 | val_loss: 0.031245 | Time: 5355.41 ms
[2022-02-05 16:36:58 main:574] : INFO : Epoch 2036 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 5491.66 ms
[2022-02-05 16:37:04 main:574] : INFO : Epoch 2037 | loss: 0.0312395 | val_loss: 0.031238 | Time: 5414.61 ms
[2022-02-05 16:37:09 main:574] : INFO : Epoch 2038 | loss: 0.031237 | val_loss: 0.0312355 | Time: 5652.9 ms
[2022-02-05 16:37:15 main:574] : INFO : Epoch 2039 | loss: 0.031235 | val_loss: 0.0312334 | Time: 5614.49 ms
[2022-02-05 16:37:21 main:574] : INFO : Epoch 2040 | loss: 0.0312335 | val_loss: 0.031232 | Time: 5522.54 ms
[2022-02-05 16:37:27 main:574] : INFO : Epoch 2041 | loss: 0.0312323 | val_loss: 0.0312305 | Time: 5761.94 ms
[2022-02-05 16:37:32 main:574] : INFO : Epoch 2042 | loss: 0.031231 | val_loss: 0.0312306 | Time: 5489.19 ms
[2022-02-05 16:37:38 main:574] : INFO : Epoch 2043 | loss: 0.0312301 | val_loss: 0.0312279 | Time: 5598.59 ms
[2022-02-05 16:37:43 main:574] : INFO : Epoch 2044 | loss: 0.0312284 | val_loss: 0.0312266 | Time: 5510.98 ms
[2022-02-05 16:37:49 main:574] : INFO : Epoch 2045 | loss: 0.031227 | val_loss: 0.0312258 | Time: 5715.19 ms
[2022-02-05 16:37:55 main:574] : INFO : Epoch 2046 | loss: 0.031226 | val_loss: 0.0312247 | Time: 5503.82 ms
[2022-02-05 16:38:01 main:574] : INFO : Epoch 2047 | loss: 0.0312254 | val_loss: 0.0312251 | Time: 5601.99 ms
[2022-02-05 16:38:06 main:574] : INFO : Epoch 2048 | loss: 0.0312242 | val_loss: 0.0312225 | Time: 5561.23 ms
[2022-02-05 16:38:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312225
[2022-02-05 16:38:06 main:603] : INFO : Saving end state to config to file
[2022-02-05 16:38:06 main:608] : INFO : Success, exiting..
16:38:06 (13252): 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)