Task 10786729
| Name | ParityModified-1638631256-464-2-0_0 |
| Workunit | 8099857 |
| Created | 15 Jan 2022, 7:14:26 UTC |
| Sent | 30 Jan 2022, 16:45:13 UTC |
| Report deadline | 7 Feb 2022, 16:45:13 UTC |
| Received | 31 Jan 2022, 19:01:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1182 |
| Run time | 4 hours 45 min 46 sec |
| CPU time | 4 hours 24 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,702.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311854 | val_loss: 0.0311864 | Time: 8632.33 ms [2022-01-31 18:49:14 main:574] : INFO : Epoch 1543 | loss: 0.0311874 | val_loss: 0.0311879 | Time: 8611.94 ms [2022-01-31 18:49:23 main:574] : INFO : Epoch 1544 | loss: 0.0311856 | val_loss: 0.0311867 | Time: 8499.99 ms [2022-01-31 18:49:32 main:574] : INFO : Epoch 1545 | loss: 0.0311849 | val_loss: 0.0311864 | Time: 8552.89 ms [2022-01-31 18:49:40 main:574] : INFO : Epoch 1546 | loss: 0.0311875 | val_loss: 0.0311859 | Time: 8469.51 ms [2022-01-31 18:49:49 main:574] : INFO : Epoch 1547 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 8610.22 ms [2022-01-31 18:49:57 main:574] : INFO : Epoch 1548 | loss: 0.031186 | val_loss: 0.0311894 | Time: 8457.75 ms [2022-01-31 18:50:06 main:574] : INFO : Epoch 1549 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 8310.76 ms [2022-01-31 18:50:14 main:574] : INFO : Epoch 1550 | loss: 0.0311861 | val_loss: 0.0311894 | Time: 8548.97 ms [2022-01-31 18:50:23 main:574] : INFO : Epoch 1551 | loss: 0.0311854 | val_loss: 0.0311858 | Time: 8239.81 ms [2022-01-31 18:50:31 main:574] : INFO : Epoch 1552 | loss: 0.0311852 | val_loss: 0.0311951 | Time: 8444 ms [2022-01-31 18:50:40 main:574] : INFO : Epoch 1553 | loss: 0.0311879 | val_loss: 0.0311873 | Time: 8589.42 ms [2022-01-31 18:50:49 main:574] : INFO : Epoch 1554 | loss: 0.03119 | val_loss: 0.0311884 | Time: 9088.65 ms [2022-01-31 18:50:57 main:574] : INFO : Epoch 1555 | loss: 0.0311886 | val_loss: 0.0311887 | Time: 8546.81 ms [2022-01-31 18:51:06 main:574] : INFO : Epoch 1556 | loss: 0.0311852 | val_loss: 0.0311911 | Time: 8461.04 ms [2022-01-31 18:51:14 main:574] : INFO : Epoch 1557 | loss: 0.031187 | val_loss: 0.0311861 | Time: 8482.97 ms [2022-01-31 18:51:23 main:574] : INFO : Epoch 1558 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 8551.85 ms [2022-01-31 18:51:32 main:574] : INFO : Epoch 1559 | loss: 0.0311843 | val_loss: 0.0311859 | Time: 8642.39 ms [2022-01-31 18:51:40 main:574] : INFO : Epoch 1560 | loss: 0.0311853 | val_loss: 0.0311866 | Time: 8476.21 ms [2022-01-31 18:51:49 main:574] : INFO : Epoch 1561 | loss: 0.0311853 | val_loss: 0.0311876 | Time: 8410.04 ms [2022-01-31 18:51:57 main:574] : INFO : Epoch 1562 | loss: 0.0311889 | val_loss: 0.0311877 | Time: 8521.23 ms [2022-01-31 18:52:06 main:574] : INFO : Epoch 1563 | loss: 0.0311855 | val_loss: 0.0311884 | Time: 8542.35 ms [2022-01-31 18:52:15 main:574] : INFO : Epoch 1564 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 8619.49 ms [2022-01-31 18:52:23 main:574] : INFO : Epoch 1565 | loss: 0.0311859 | val_loss: 0.0311856 | Time: 8558.1 ms [2022-01-31 18:52:32 main:574] : INFO : Epoch 1566 | loss: 0.0311848 | val_loss: 0.0311857 | Time: 8294.72 ms [2022-01-31 18:52:40 main:574] : INFO : Epoch 1567 | loss: 0.0311845 | val_loss: 0.0311866 | Time: 8817.3 ms [2022-01-31 18:52:49 main:574] : INFO : Epoch 1568 | loss: 0.0311861 | val_loss: 0.0311901 | Time: 8374.5 ms [2022-01-31 18:52:57 main:574] : INFO : Epoch 1569 | loss: 0.0311853 | val_loss: 0.0311864 | Time: 8416.47 ms [2022-01-31 18:53:06 main:574] : INFO : Epoch 1570 | loss: 0.0311852 | val_loss: 0.031186 | Time: 8479.22 ms [2022-01-31 18:53:14 main:574] : INFO : Epoch 1571 | loss: 0.0311847 | val_loss: 0.0311858 | Time: 8377.14 ms [2022-01-31 18:53:23 main:574] : INFO : Epoch 1572 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 8448.54 ms [2022-01-31 18:53:31 main:574] : INFO : Epoch 1573 | loss: 0.0311849 | val_loss: 0.0311962 | Time: 8469.1 ms [2022-01-31 18:53:40 main:574] : INFO : Epoch 1574 | loss: 0.0311867 | val_loss: 0.0311879 | Time: 8492.63 ms [2022-01-31 18:53:48 main:574] : INFO : Epoch 1575 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 8217.04 ms [2022-01-31 18:53:57 main:574] : INFO : Epoch 1576 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 8304.79 ms [2022-01-31 18:54:05 main:574] : INFO : Epoch 1577 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 8567.64 ms [2022-01-31 18:54:14 main:574] : INFO : Epoch 1578 | loss: 0.0311837 | val_loss: 0.0311853 | Time: 8606.25 ms [2022-01-31 18:54:22 main:574] : INFO : Epoch 1579 | loss: 0.0311831 | val_loss: 0.031187 | Time: 8440.67 ms [2022-01-31 18:54:31 main:574] : INFO : Epoch 1580 | loss: 0.0311855 | val_loss: 0.0311867 | Time: 8990.21 ms [2022-01-31 18:54:40 main:574] : INFO : Epoch 1581 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 8448.78 ms [2022-01-31 18:54:49 main:574] : INFO : Epoch 1582 | loss: 0.0311859 | val_loss: 0.0311848 | Time: 8544.07 ms [2022-01-31 18:54:57 main:574] : INFO : Epoch 1583 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 8465.69 ms [2022-01-31 18:55:06 main:574] : INFO : Epoch 1584 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 8500.79 ms [2022-01-31 18:55:14 main:574] : INFO : Epoch 1585 | loss: 0.0311835 | val_loss: 0.0311856 | Time: 8484.8 ms [2022-01-31 18:55:23 main:574] : INFO : Epoch 1586 | loss: 0.0311897 | val_loss: 0.0311864 | Time: 8501.94 ms [2022-01-31 18:55:31 main:574] : INFO : Epoch 1587 | loss: 0.0311859 | val_loss: 0.0311886 | Time: 8504.14 ms [2022-01-31 18:55:40 main:574] : INFO : Epoch 1588 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 8657.46 ms [2022-01-31 18:55:49 main:574] : INFO : Epoch 1589 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 8530.39 ms [2022-01-31 18:55:57 main:574] : INFO : Epoch 1590 | loss: 0.0311823 | val_loss: 0.0311856 | Time: 8325.16 ms [2022-01-31 18:56:05 main:574] : INFO : Epoch 1591 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 8306.02 ms [2022-01-31 18:56:14 main:574] : INFO : Epoch 1592 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 8435.57 ms [2022-01-31 18:56:22 main:574] : INFO : Epoch 1593 | loss: 0.0311866 | val_loss: 0.0311882 | Time: 8621.25 ms [2022-01-31 18:56:31 main:574] : INFO : Epoch 1594 | loss: 0.0311862 | val_loss: 0.0311856 | Time: 8542.79 ms [2022-01-31 18:56:40 main:574] : INFO : Epoch 1595 | loss: 0.0311862 | val_loss: 0.0311863 | Time: 9214.08 ms [2022-01-31 18:56:49 main:574] : INFO : Epoch 1596 | loss: 0.031184 | val_loss: 0.0311899 | Time: 8818.24 ms [2022-01-31 18:56:58 main:574] : INFO : Epoch 1597 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 8761.3 ms [2022-01-31 18:57:07 main:574] : INFO : Epoch 1598 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 8574.12 ms [2022-01-31 18:57:15 main:574] : INFO : Epoch 1599 | loss: 0.0311831 | val_loss: 0.0311853 | Time: 8313.98 ms [2022-01-31 18:57:24 main:574] : INFO : Epoch 1600 | loss: 0.031182 | val_loss: 0.0311849 | Time: 8569.74 ms [2022-01-31 18:57:33 main:574] : INFO : Epoch 1601 | loss: 0.0311828 | val_loss: 0.0311846 | Time: 8875.08 ms [2022-01-31 18:57:42 main:574] : INFO : Epoch 1602 | loss: 0.0311844 | val_loss: 0.031185 | Time: 8855.45 ms [2022-01-31 18:57:50 main:574] : INFO : Epoch 1603 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 8792.95 ms [2022-01-31 18:57:59 main:574] : INFO : Epoch 1604 | loss: 0.0311829 | val_loss: 0.0311914 | Time: 8610.69 ms [2022-01-31 18:58:08 main:574] : INFO : Epoch 1605 | loss: 0.0311832 | val_loss: 0.031187 | Time: 8581.03 ms [2022-01-31 18:58:16 main:574] : INFO : Epoch 1606 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 8444.78 ms [2022-01-31 18:58:25 main:574] : INFO : Epoch 1607 | loss: 0.0311854 | val_loss: 0.031192 | Time: 8348.97 ms [2022-01-31 18:58:33 main:574] : INFO : Epoch 1608 | loss: 0.0311824 | val_loss: 0.0311852 | Time: 8481.06 ms [2022-01-31 18:58:41 main:574] : INFO : Epoch 1609 | loss: 0.0311848 | val_loss: 0.0311969 | Time: 8227 ms [2022-01-31 18:58:50 main:574] : INFO : Epoch 1610 | loss: 0.0311888 | val_loss: 0.0311862 | Time: 8707.06 ms [2022-01-31 18:58:59 main:574] : INFO : Epoch 1611 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 8589.14 ms [2022-01-31 18:59:07 main:574] : INFO : Epoch 1612 | loss: 0.0311845 | val_loss: 0.031186 | Time: 8350.43 ms [2022-01-31 18:59:16 main:574] : INFO : Epoch 1613 | loss: 0.0311843 | val_loss: 0.0311861 | Time: 8450.79 ms [2022-01-31 18:59:24 main:574] : INFO : Epoch 1614 | loss: 0.0311829 | val_loss: 0.0311853 | Time: 8427.55 ms [2022-01-31 18:59:33 main:574] : INFO : Epoch 1615 | loss: 0.0311823 | val_loss: 0.031185 | Time: 8799.83 ms [2022-01-31 18:59:42 main:574] : INFO : Epoch 1616 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 9089.3 ms [2022-01-31 18:59:51 main:574] : INFO : Epoch 1617 | loss: 0.0311811 | val_loss: 0.0311902 | Time: 8621.16 ms [2022-01-31 18:59:59 main:574] : INFO : Epoch 1618 | loss: 0.0311853 | val_loss: 0.0311867 | Time: 8419.2 ms [2022-01-31 19:00:08 main:574] : INFO : Epoch 1619 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 8520.8 ms [2022-01-31 19:00:16 main:574] : INFO : Epoch 1620 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 8318.21 ms [2022-01-31 19:00:25 main:574] : INFO : Epoch 1621 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 8631.47 ms [2022-01-31 19:00:34 main:574] : INFO : Epoch 1622 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 8458.73 ms [2022-01-31 19:00:42 main:574] : INFO : Epoch 1623 | loss: 0.0311817 | val_loss: 0.031185 | Time: 8557.71 ms [2022-01-31 19:00:51 main:574] : INFO : Epoch 1624 | loss: 0.0311804 | val_loss: 0.0311872 | Time: 8757.1 ms [2022-01-31 19:01:00 main:574] : INFO : Epoch 1625 | loss: 0.0311817 | val_loss: 0.0311861 | Time: 8443.62 ms [2022-01-31 19:01:08 main:574] : INFO : Epoch 1626 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 8506.67 ms [2022-01-31 19:01:17 main:574] : INFO : Epoch 1627 | loss: 0.031185 | val_loss: 0.0311926 | Time: 8510.44 ms [2022-01-31 19:01:25 main:574] : INFO : Epoch 1628 | loss: 0.0311888 | val_loss: 0.0311901 | Time: 8679.75 ms [2022-01-31 19:01:34 main:574] : INFO : Epoch 1629 | loss: 0.0311897 | val_loss: 0.0312 | Time: 8542.39 ms [2022-01-31 19:01:43 main:574] : INFO : Epoch 1630 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 8548.67 ms [2022-01-31 19:01:51 main:574] : INFO : Epoch 1631 | loss: 0.0311829 | val_loss: 0.0311877 | Time: 8286.97 ms [2022-01-31 19:01:59 main:574] : INFO : Epoch 1632 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 8437.21 ms [2022-01-31 19:02:08 main:574] : INFO : Epoch 1633 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 8441.77 ms [2022-01-31 19:02:16 main:574] : INFO : Epoch 1634 | loss: 0.0311818 | val_loss: 0.031187 | Time: 8239.72 ms [2022-01-31 19:02:25 main:574] : INFO : Epoch 1635 | loss: 0.0311815 | val_loss: 0.0311844 | Time: 8595.7 ms [2022-01-31 19:02:33 main:574] : INFO : Epoch 1636 | loss: 0.0311807 | val_loss: 0.0311846 | Time: 8466.63 ms [2022-01-31 19:02:42 main:574] : INFO : Epoch 1637 | loss: 0.0311841 | val_loss: 0.0311841 | Time: 8585.86 ms [2022-01-31 19:02:51 main:574] : INFO : Epoch 1638 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 8345.99 ms [2022-01-31 19:02:59 main:574] : INFO : Epoch 1639 | loss: 0.0311802 | val_loss: 0.0311879 | Time: 8779.54 ms [2022-01-31 19:03:08 main:574] : INFO : Epoch 1640 | loss: 0.0311864 | val_loss: 0.0311961 | Time: 8394.2 ms [2022-01-31 19:03:16 main:574] : INFO : Epoch 1641 | loss: 0.0311838 | val_loss: 0.0311872 | Time: 8351.62 ms [2022-01-31 19:03:25 main:574] : INFO : Epoch 1642 | loss: 0.0311808 | val_loss: 0.0311864 | Time: 8409.51 ms [2022-01-31 19:03:33 main:574] : INFO : Epoch 1643 | loss: 0.0311819 | val_loss: 0.0311919 | Time: 8704.19 ms [2022-01-31 19:03:43 main:574] : INFO : Epoch 1644 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 9538.54 ms [2022-01-31 19:03:51 main:574] : INFO : Epoch 1645 | loss: 0.031181 | val_loss: 0.0311889 | Time: 8370.52 ms [2022-01-31 19:04:00 main:574] : INFO : Epoch 1646 | loss: 0.0311801 | val_loss: 0.0311841 | Time: 8401.97 ms [2022-01-31 19:04:08 main:574] : INFO : Epoch 1647 | loss: 0.0311805 | val_loss: 0.031184 | Time: 8375.9 ms [2022-01-31 19:04:17 main:574] : INFO : Epoch 1648 | loss: 0.0311795 | val_loss: 0.0311849 | Time: 8558.47 ms [2022-01-31 19:04:25 main:574] : INFO : Epoch 1649 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 8456.34 ms [2022-01-31 19:04:34 main:574] : INFO : Epoch 1650 | loss: 0.0311813 | val_loss: 0.0311859 | Time: 8403.28 ms [2022-01-31 19:04:42 main:574] : INFO : Epoch 1651 | loss: 0.0311804 | val_loss: 0.0311859 | Time: 8407.48 ms [2022-01-31 19:04:51 main:574] : INFO : Epoch 1652 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 8389.99 ms [2022-01-31 19:05:00 main:574] : INFO : Epoch 1653 | loss: 0.0311904 | val_loss: 0.0311877 | Time: 8597.32 ms [2022-01-31 19:05:08 main:574] : INFO : Epoch 1654 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 8460.38 ms [2022-01-31 19:05:17 main:574] : INFO : Epoch 1655 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 8465.47 ms [2022-01-31 19:05:25 main:574] : INFO : Epoch 1656 | loss: 0.0311805 | val_loss: 0.031188 | Time: 8638.69 ms [2022-01-31 19:05:34 main:574] : INFO : Epoch 1657 | loss: 0.0311818 | val_loss: 0.0311851 | Time: 8509.49 ms [2022-01-31 19:05:42 main:574] : INFO : Epoch 1658 | loss: 0.0311815 | val_loss: 0.0311927 | Time: 8420.14 ms [2022-01-31 19:05:51 main:574] : INFO : Epoch 1659 | loss: 0.0311841 | val_loss: 0.0311889 | Time: 8598.12 ms [2022-01-31 19:06:00 main:574] : INFO : Epoch 1660 | loss: 0.0311809 | val_loss: 0.0311844 | Time: 8581.07 ms [2022-01-31 19:06:08 main:574] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 8587.11 ms [2022-01-31 19:06:17 main:574] : INFO : Epoch 1662 | loss: 0.03118 | val_loss: 0.0311879 | Time: 8757.05 ms [2022-01-31 19:06:26 main:574] : INFO : Epoch 1663 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 8444.99 ms [2022-01-31 19:06:34 main:574] : INFO : Epoch 1664 | loss: 0.0311821 | val_loss: 0.0311881 | Time: 8510.91 ms [2022-01-31 19:06:43 main:574] : INFO : Epoch 1665 | loss: 0.0311794 | val_loss: 0.0311843 | Time: 8477.42 ms [2022-01-31 19:06:51 main:574] : INFO : Epoch 1666 | loss: 0.0311831 | val_loss: 0.0311871 | Time: 8383.84 ms [2022-01-31 19:07:00 main:574] : INFO : Epoch 1667 | loss: 0.0311824 | val_loss: 0.0311851 | Time: 8515.96 ms [2022-01-31 19:07:08 main:574] : INFO : Epoch 1668 | loss: 0.0311805 | val_loss: 0.0311877 | Time: 8490.85 ms [2022-01-31 19:07:16 main:574] : INFO : Epoch 1669 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 8215.76 ms [2022-01-31 19:07:25 main:574] : INFO : Epoch 1670 | loss: 0.0311789 | val_loss: 0.0311851 | Time: 8591.22 ms [2022-01-31 19:07:34 main:574] : INFO : Epoch 1671 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 8507.33 ms [2022-01-31 19:07:42 main:574] : INFO : Epoch 1672 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 8471.13 ms [2022-01-31 19:07:51 main:574] : INFO : Epoch 1673 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 8577.17 ms [2022-01-31 19:07:59 main:574] : INFO : Epoch 1674 | loss: 0.0311845 | val_loss: 0.0311889 | Time: 8358.52 ms [2022-01-31 19:08:08 main:574] : INFO : Epoch 1675 | loss: 0.0311845 | val_loss: 0.031188 | Time: 8421.2 ms [2022-01-31 19:08:16 main:574] : INFO : Epoch 1676 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 8314.76 ms [2022-01-31 19:08:25 main:574] : INFO : Epoch 1677 | loss: 0.0311831 | val_loss: 0.0311884 | Time: 8380.38 ms [2022-01-31 19:08:33 main:574] : INFO : Epoch 1678 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 8346.05 ms [2022-01-31 19:08:42 main:574] : INFO : Epoch 1679 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 8503.96 ms [2022-01-31 19:08:50 main:574] : INFO : Epoch 1680 | loss: 0.0311798 | val_loss: 0.0311908 | Time: 8665.52 ms [2022-01-31 19:08:59 main:574] : INFO : Epoch 1681 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 8408.06 ms [2022-01-31 19:09:07 main:574] : INFO : Epoch 1682 | loss: 0.0311804 | val_loss: 0.0311879 | Time: 8407.02 ms [2022-01-31 19:09:16 main:574] : INFO : Epoch 1683 | loss: 0.0311836 | val_loss: 0.031189 | Time: 8395.09 ms [2022-01-31 19:09:24 main:574] : INFO : Epoch 1684 | loss: 0.031181 | val_loss: 0.0311858 | Time: 8300.55 ms [2022-01-31 19:09:33 main:574] : INFO : Epoch 1685 | loss: 0.0311788 | val_loss: 0.0311831 | Time: 8467.19 ms [2022-01-31 19:09:41 main:574] : INFO : Epoch 1686 | loss: 0.0311789 | val_loss: 0.0311894 | Time: 8414.44 ms [2022-01-31 19:09:49 main:574] : INFO : Epoch 1687 | loss: 0.0311794 | val_loss: 0.031184 | Time: 8433.37 ms [2022-01-31 19:09:58 main:574] : INFO : Epoch 1688 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 8462.07 ms [2022-01-31 19:10:06 main:574] : INFO : Epoch 1689 | loss: 0.0311776 | val_loss: 0.0311837 | Time: 8248.42 ms [2022-01-31 19:10:15 main:574] : INFO : Epoch 1690 | loss: 0.0311811 | val_loss: 0.0311852 | Time: 8316.4 ms [2022-01-31 19:10:23 main:574] : INFO : Epoch 1691 | loss: 0.0311808 | val_loss: 0.0311845 | Time: 8472.97 ms [2022-01-31 19:10:32 main:574] : INFO : Epoch 1692 | loss: 0.0311803 | val_loss: 0.0311862 | Time: 8478.49 ms [2022-01-31 19:10:40 main:574] : INFO : Epoch 1693 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 8636.92 ms [2022-01-31 19:10:49 main:574] : INFO : Epoch 1694 | loss: 0.0311799 | val_loss: 0.0311835 | Time: 8578.45 ms [2022-01-31 19:10:58 main:574] : INFO : Epoch 1695 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 8557.45 ms [2022-01-31 19:11:06 main:574] : INFO : Epoch 1696 | loss: 0.0311796 | val_loss: 0.0311889 | Time: 8391.73 ms [2022-01-31 19:11:15 main:574] : INFO : Epoch 1697 | loss: 0.031182 | val_loss: 0.0311851 | Time: 8404.31 ms [2022-01-31 19:11:23 main:574] : INFO : Epoch 1698 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 8357.13 ms [2022-01-31 19:11:31 main:574] : INFO : Epoch 1699 | loss: 0.031184 | val_loss: 0.0311903 | Time: 8384.75 ms [2022-01-31 19:11:40 main:574] : INFO : Epoch 1700 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 8557.98 ms [2022-01-31 19:11:49 main:574] : INFO : Epoch 1701 | loss: 0.0311782 | val_loss: 0.0311866 | Time: 8572.09 ms [2022-01-31 19:11:57 main:574] : INFO : Epoch 1702 | loss: 0.0311781 | val_loss: 0.0311842 | Time: 8434.07 ms [2022-01-31 19:12:06 main:574] : INFO : Epoch 1703 | loss: 0.0311803 | val_loss: 0.0311851 | Time: 8502.01 ms [2022-01-31 19:12:14 main:574] : INFO : Epoch 1704 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 8598.97 ms [2022-01-31 19:12:23 main:574] : INFO : Epoch 1705 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 9020.09 ms [2022-01-31 19:12:32 main:574] : INFO : Epoch 1706 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 8535.85 ms [2022-01-31 19:12:41 main:574] : INFO : Epoch 1707 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 8527.41 ms [2022-01-31 19:12:49 main:574] : INFO : Epoch 1708 | loss: 0.0311792 | val_loss: 0.0311931 | Time: 8389.98 ms [2022-01-31 19:12:58 main:574] : INFO : Epoch 1709 | loss: 0.0311814 | val_loss: 0.0311937 | Time: 8479.86 ms [2022-01-31 19:13:06 main:574] : INFO : Epoch 1710 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 8518.3 ms [2022-01-31 19:13:15 main:574] : INFO : Epoch 1711 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 8675.23 ms [2022-01-31 19:13:23 main:574] : INFO : Epoch 1712 | loss: 0.031178 | val_loss: 0.0311845 | Time: 8447.42 ms [2022-01-31 19:13:32 main:574] : INFO : Epoch 1713 | loss: 0.0311781 | val_loss: 0.031196 | Time: 8430.37 ms [2022-01-31 19:13:40 main:574] : INFO : Epoch 1714 | loss: 0.0311809 | val_loss: 0.0311905 | Time: 8485.68 ms [2022-01-31 19:13:49 main:574] : INFO : Epoch 1715 | loss: 0.0311809 | val_loss: 0.0311861 | Time: 8686.15 ms [2022-01-31 19:13:58 main:574] : INFO : Epoch 1716 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 8413.78 ms [2022-01-31 19:14:06 main:574] : INFO : Epoch 1717 | loss: 0.0311776 | val_loss: 0.031186 | Time: 8318.55 ms [2022-01-31 19:14:15 main:574] : INFO : Epoch 1718 | loss: 0.0311786 | val_loss: 0.0311887 | Time: 8732.04 ms [2022-01-31 19:14:23 main:574] : INFO : Epoch 1719 | loss: 0.0311788 | val_loss: 0.0311847 | Time: 8463.45 ms [2022-01-31 19:14:32 main:574] : INFO : Epoch 1720 | loss: 0.0311792 | val_loss: 0.0311887 | Time: 8553.92 ms [2022-01-31 19:14:40 main:574] : INFO : Epoch 1721 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 8460.66 ms [2022-01-31 19:14:49 main:574] : INFO : Epoch 1722 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 8428.05 ms [2022-01-31 19:14:58 main:574] : INFO : Epoch 1723 | loss: 0.0311778 | val_loss: 0.0311854 | Time: 8610.1 ms [2022-01-31 19:15:06 main:574] : INFO : Epoch 1724 | loss: 0.0311771 | val_loss: 0.0311895 | Time: 8396.78 ms [2022-01-31 19:15:15 main:574] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311853 | Time: 8385.77 ms [2022-01-31 19:15:23 main:574] : INFO : Epoch 1726 | loss: 0.0311794 | val_loss: 0.031184 | Time: 8394.46 ms [2022-01-31 19:15:32 main:574] : INFO : Epoch 1727 | loss: 0.0311776 | val_loss: 0.0311869 | Time: 8686.28 ms [2022-01-31 19:15:40 main:574] : INFO : Epoch 1728 | loss: 0.0311811 | val_loss: 0.031189 | Time: 8389.41 ms [2022-01-31 19:15:48 main:574] : INFO : Epoch 1729 | loss: 0.0311789 | val_loss: 0.0311856 | Time: 8160.96 ms [2022-01-31 19:15:57 main:574] : INFO : Epoch 1730 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 8531.17 ms [2022-01-31 19:16:06 main:574] : INFO : Epoch 1731 | loss: 0.031179 | val_loss: 0.0311858 | Time: 8950.53 ms [2022-01-31 19:16:14 main:574] : INFO : Epoch 1732 | loss: 0.0311782 | val_loss: 0.031185 | Time: 8493.04 ms [2022-01-31 19:16:23 main:574] : INFO : Epoch 1733 | loss: 0.0311793 | val_loss: 0.0311847 | Time: 8294.86 ms [2022-01-31 19:16:31 main:574] : INFO : Epoch 1734 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 8515.13 ms [2022-01-31 19:16:40 main:574] : INFO : Epoch 1735 | loss: 0.0311801 | val_loss: 0.0311857 | Time: 8589.69 ms [2022-01-31 19:16:49 main:574] : INFO : Epoch 1736 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 8694.58 ms [2022-01-31 19:16:57 main:574] : INFO : Epoch 1737 | loss: 0.03118 | val_loss: 0.0311883 | Time: 8356.63 ms [2022-01-31 19:17:06 main:574] : INFO : Epoch 1738 | loss: 0.0311801 | val_loss: 0.0311872 | Time: 8501.24 ms [2022-01-31 19:17:14 main:574] : INFO : Epoch 1739 | loss: 0.0311786 | val_loss: 0.0311851 | Time: 8540.15 ms [2022-01-31 19:17:23 main:574] : INFO : Epoch 1740 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 8747.61 ms [2022-01-31 19:17:32 main:574] : INFO : Epoch 1741 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 8505.85 ms [2022-01-31 19:17:40 main:574] : INFO : Epoch 1742 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 8358.09 ms [2022-01-31 19:17:49 main:574] : INFO : Epoch 1743 | loss: 0.0311782 | val_loss: 0.031186 | Time: 8467.67 ms [2022-01-31 19:17:58 main:574] : INFO : Epoch 1744 | loss: 0.0311795 | val_loss: 0.0311896 | Time: 8925.76 ms [2022-01-31 19:18:06 main:574] : INFO : Epoch 1745 | loss: 0.031182 | val_loss: 0.0311895 | Time: 8527.23 ms [2022-01-31 19:18:15 main:574] : INFO : Epoch 1746 | loss: 0.0311793 | val_loss: 0.0311867 | Time: 8427.08 ms [2022-01-31 19:18:23 main:574] : INFO : Epoch 1747 | loss: 0.031177 | val_loss: 0.0311863 | Time: 8394.71 ms [2022-01-31 19:18:32 main:574] : INFO : Epoch 1748 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 8389.64 ms [2022-01-31 19:18:40 main:574] : INFO : Epoch 1749 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 8297.75 ms [2022-01-31 19:18:49 main:574] : INFO : Epoch 1750 | loss: 0.0311791 | val_loss: 0.0311947 | Time: 8365.8 ms [2022-01-31 19:18:57 main:574] : INFO : Epoch 1751 | loss: 0.0311823 | val_loss: 0.0311947 | Time: 8390.22 ms [2022-01-31 19:19:05 main:574] : INFO : Epoch 1752 | loss: 0.0311826 | val_loss: 0.0311849 | Time: 8450.65 ms [2022-01-31 19:19:14 main:574] : INFO : Epoch 1753 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 8336.64 ms [2022-01-31 19:19:22 main:574] : INFO : Epoch 1754 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 8367.43 ms [2022-01-31 19:19:31 main:574] : INFO : Epoch 1755 | loss: 0.031178 | val_loss: 0.0311847 | Time: 9002.31 ms [2022-01-31 19:19:40 main:574] : INFO : Epoch 1756 | loss: 0.0311771 | val_loss: 0.0311909 | Time: 8758.68 ms [2022-01-31 19:19:49 main:574] : INFO : Epoch 1757 | loss: 0.031179 | val_loss: 0.0311853 | Time: 8397.31 ms [2022-01-31 19:19:57 main:574] : INFO : Epoch 1758 | loss: 0.031181 | val_loss: 0.0311888 | Time: 8440.39 ms [2022-01-31 19:20:06 main:574] : INFO : Epoch 1759 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 8220.77 ms [2022-01-31 19:20:14 main:574] : INFO : Epoch 1760 | loss: 0.0311833 | val_loss: 0.0311922 | Time: 8538.08 ms [2022-01-31 19:20:23 main:574] : INFO : Epoch 1761 | loss: 0.0311815 | val_loss: 0.0311874 | Time: 8362.02 ms [2022-01-31 19:20:31 main:574] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 8595.77 ms [2022-01-31 19:20:40 main:574] : INFO : Epoch 1763 | loss: 0.0311805 | val_loss: 0.0311891 | Time: 8307.89 ms [2022-01-31 19:20:48 main:574] : INFO : Epoch 1764 | loss: 0.0311818 | val_loss: 0.031187 | Time: 8513.91 ms [2022-01-31 19:20:57 main:574] : INFO : Epoch 1765 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 8355.19 ms [2022-01-31 19:21:05 main:574] : INFO : Epoch 1766 | loss: 0.0311824 | val_loss: 0.031189 | Time: 8621.68 ms [2022-01-31 19:21:14 main:574] : INFO : Epoch 1767 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 8517.15 ms [2022-01-31 19:21:22 main:574] : INFO : Epoch 1768 | loss: 0.0311841 | val_loss: 0.0311925 | Time: 8538.56 ms [2022-01-31 19:21:31 main:574] : INFO : Epoch 1769 | loss: 0.0311804 | val_loss: 0.0311886 | Time: 8555.65 ms [2022-01-31 19:21:39 main:574] : INFO : Epoch 1770 | loss: 0.0311786 | val_loss: 0.0311859 | Time: 8415.64 ms [2022-01-31 19:21:48 main:574] : INFO : Epoch 1771 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 8566.96 ms [2022-01-31 19:21:57 main:574] : INFO : Epoch 1772 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 8484.46 ms [2022-01-31 19:22:05 main:574] : INFO : Epoch 1773 | loss: 0.03118 | val_loss: 0.0311876 | Time: 8474.26 ms [2022-01-31 19:22:14 main:574] : INFO : Epoch 1774 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 8294.25 ms [2022-01-31 19:22:22 main:574] : INFO : Epoch 1775 | loss: 0.0311799 | val_loss: 0.0311894 | Time: 8437.58 ms [2022-01-31 19:22:31 main:574] : INFO : Epoch 1776 | loss: 0.0311819 | val_loss: 0.0311873 | Time: 8650.71 ms [2022-01-31 19:22:39 main:574] : INFO : Epoch 1777 | loss: 0.0311807 | val_loss: 0.0311891 | Time: 8381.22 ms [2022-01-31 19:22:48 main:574] : INFO : Epoch 1778 | loss: 0.0311808 | val_loss: 0.0311984 | Time: 8443.13 ms [2022-01-31 19:22:56 main:574] : INFO : Epoch 1779 | loss: 0.0311819 | val_loss: 0.031186 | Time: 8492.42 ms [2022-01-31 19:23:05 main:574] : INFO : Epoch 1780 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 8853.89 ms [2022-01-31 19:23:13 main:574] : INFO : Epoch 1781 | loss: 0.0311773 | val_loss: 0.0311899 | Time: 8305.28 ms [2022-01-31 19:23:22 main:574] : INFO : Epoch 1782 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 8440.72 ms [2022-01-31 19:23:31 main:574] : INFO : Epoch 1783 | loss: 0.0311783 | val_loss: 0.0311884 | Time: 8507.63 ms [2022-01-31 19:23:39 main:574] : INFO : Epoch 1784 | loss: 0.0311778 | val_loss: 0.0311892 | Time: 8476.81 ms [2022-01-31 19:23:48 main:574] : INFO : Epoch 1785 | loss: 0.0311797 | val_loss: 0.031189 | Time: 8653.67 ms [2022-01-31 19:23:56 main:574] : INFO : Epoch 1786 | loss: 0.0311781 | val_loss: 0.0311867 | Time: 8504.63 ms [2022-01-31 19:24:05 main:574] : INFO : Epoch 1787 | loss: 0.0311794 | val_loss: 0.0311854 | Time: 8591.1 ms [2022-01-31 19:24:14 main:574] : INFO : Epoch 1788 | loss: 0.0311783 | val_loss: 0.0311865 | Time: 8467.14 ms [2022-01-31 19:24:22 main:574] : INFO : Epoch 1789 | loss: 0.0311787 | val_loss: 0.0311863 | Time: 8262.91 ms [2022-01-31 19:24:31 main:574] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311892 | Time: 8675.53 ms [2022-01-31 19:24:39 main:574] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 8333.47 ms [2022-01-31 19:24:48 main:574] : INFO : Epoch 1792 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 8817.59 ms [2022-01-31 19:24:57 main:574] : INFO : Epoch 1793 | loss: 0.0311773 | val_loss: 0.0311846 | Time: 8648.58 ms [2022-01-31 19:25:05 main:574] : INFO : Epoch 1794 | loss: 0.031178 | val_loss: 0.0311868 | Time: 8785.78 ms [2022-01-31 19:25:14 main:574] : INFO : Epoch 1795 | loss: 0.0311773 | val_loss: 0.0311853 | Time: 8477.62 ms [2022-01-31 19:25:22 main:574] : INFO : Epoch 1796 | loss: 0.0311791 | val_loss: 0.0311843 | Time: 8400.76 ms [2022-01-31 19:25:31 main:574] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.031185 | Time: 8523.55 ms [2022-01-31 19:25:40 main:574] : INFO : Epoch 1798 | loss: 0.0311775 | val_loss: 0.0311842 | Time: 8430.88 ms [2022-01-31 19:25:48 main:574] : INFO : Epoch 1799 | loss: 0.0311777 | val_loss: 0.031185 | Time: 8205.67 ms [2022-01-31 19:25:56 main:574] : INFO : Epoch 1800 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 8527.89 ms [2022-01-31 19:26:05 main:574] : INFO : Epoch 1801 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 8616.97 ms [2022-01-31 19:26:14 main:574] : INFO : Epoch 1802 | loss: 0.0311776 | val_loss: 0.031186 | Time: 8514.26 ms [2022-01-31 19:26:22 main:574] : INFO : Epoch 1803 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 8657.79 ms [2022-01-31 19:26:31 main:574] : INFO : Epoch 1804 | loss: 0.0311781 | val_loss: 0.0311894 | Time: 8480.09 ms [2022-01-31 19:26:40 main:574] : INFO : Epoch 1805 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 9186.8 ms [2022-01-31 19:26:49 main:574] : INFO : Epoch 1806 | loss: 0.0311782 | val_loss: 0.0311848 | Time: 8400.13 ms [2022-01-31 19:26:57 main:574] : INFO : Epoch 1807 | loss: 0.0311791 | val_loss: 0.0311884 | Time: 8378.8 ms [2022-01-31 19:27:05 main:574] : INFO : Epoch 1808 | loss: 0.0311813 | val_loss: 0.0311877 | Time: 8314.05 ms [2022-01-31 19:27:14 main:574] : INFO : Epoch 1809 | loss: 0.0311778 | val_loss: 0.0311889 | Time: 8351.42 ms [2022-01-31 19:27:22 main:574] : INFO : Epoch 1810 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 8481.2 ms [2022-01-31 19:27:31 main:574] : INFO : Epoch 1811 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 8306.19 ms [2022-01-31 19:27:39 main:574] : INFO : Epoch 1812 | loss: 0.0311776 | val_loss: 0.031185 | Time: 8397.33 ms [2022-01-31 19:27:48 main:574] : INFO : Epoch 1813 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 8636.39 ms [2022-01-31 19:27:56 main:574] : INFO : Epoch 1814 | loss: 0.0311778 | val_loss: 0.031186 | Time: 8502.9 ms [2022-01-31 19:28:05 main:574] : INFO : Epoch 1815 | loss: 0.0311775 | val_loss: 0.0311859 | Time: 8576.27 ms [2022-01-31 19:28:14 main:574] : INFO : Epoch 1816 | loss: 0.0311765 | val_loss: 0.031184 | Time: 8478.04 ms [2022-01-31 19:28:22 main:574] : INFO : Epoch 1817 | loss: 0.0311767 | val_loss: 0.0311852 | Time: 8380.38 ms [2022-01-31 19:28:31 main:574] : INFO : Epoch 1818 | loss: 0.0311759 | val_loss: 0.0311848 | Time: 8404.01 ms [2022-01-31 19:28:40 main:574] : INFO : Epoch 1819 | loss: 0.031177 | val_loss: 0.0311851 | Time: 9000.11 ms [2022-01-31 19:28:48 main:574] : INFO : Epoch 1820 | loss: 0.0311785 | val_loss: 0.0311887 | Time: 8372.54 ms [2022-01-31 19:28:57 main:574] : INFO : Epoch 1821 | loss: 0.0311797 | val_loss: 0.0311943 | Time: 8687.82 ms [2022-01-31 19:29:05 main:574] : INFO : Epoch 1822 | loss: 0.0311778 | val_loss: 0.0311867 | Time: 8545.85 ms [2022-01-31 19:29:14 main:574] : INFO : Epoch 1823 | loss: 0.0311752 | val_loss: 0.031185 | Time: 8500.03 ms [2022-01-31 19:29:22 main:574] : INFO : Epoch 1824 | loss: 0.0311762 | val_loss: 0.0311851 | Time: 8390.56 ms [2022-01-31 19:29:31 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.031185 | Time: 8624.71 ms [2022-01-31 19:29:40 main:574] : INFO : Epoch 1826 | loss: 0.0311771 | val_loss: 0.0311857 | Time: 8511.16 ms [2022-01-31 19:29:48 main:574] : INFO : Epoch 1827 | loss: 0.0311789 | val_loss: 0.0311853 | Time: 8296.21 ms [2022-01-31 19:29:56 main:574] : INFO : Epoch 1828 | loss: 0.0311771 | val_loss: 0.0311858 | Time: 8463.98 ms [2022-01-31 19:30:05 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311883 | Time: 8540.26 ms [2022-01-31 19:30:14 main:574] : INFO : Epoch 1830 | loss: 0.0311788 | val_loss: 0.0311866 | Time: 8408.22 ms [2022-01-31 19:30:22 main:574] : INFO : Epoch 1831 | loss: 0.0311777 | val_loss: 0.0311959 | Time: 8427.45 ms [2022-01-31 19:30:31 main:574] : INFO : Epoch 1832 | loss: 0.0311839 | val_loss: 0.0311882 | Time: 8708.9 ms [2022-01-31 19:30:39 main:574] : INFO : Epoch 1833 | loss: 0.0311773 | val_loss: 0.0311845 | Time: 8447.46 ms [2022-01-31 19:30:48 main:574] : INFO : Epoch 1834 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 8889.81 ms [2022-01-31 19:30:57 main:574] : INFO : Epoch 1835 | loss: 0.031176 | val_loss: 0.0311866 | Time: 8477.23 ms [2022-01-31 19:31:05 main:574] : INFO : Epoch 1836 | loss: 0.0311764 | val_loss: 0.0311898 | Time: 8536.65 ms [2022-01-31 19:31:14 main:574] : INFO : Epoch 1837 | loss: 0.0311766 | val_loss: 0.0311874 | Time: 8461.57 ms [2022-01-31 19:31:22 main:574] : INFO : Epoch 1838 | loss: 0.0311762 | val_loss: 0.031185 | Time: 8419.24 ms [2022-01-31 19:31:31 main:574] : INFO : Epoch 1839 | loss: 0.0311769 | val_loss: 0.0311911 | Time: 8495.5 ms [2022-01-31 19:31:39 main:574] : INFO : Epoch 1840 | loss: 0.0311769 | val_loss: 0.031184 | Time: 8519.93 ms [2022-01-31 19:31:48 main:574] : INFO : Epoch 1841 | loss: 0.0311769 | val_loss: 0.031185 | Time: 8465.98 ms [2022-01-31 19:31:56 main:574] : INFO : Epoch 1842 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 8382.3 ms [2022-01-31 19:32:05 main:574] : INFO : Epoch 1843 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 8367.4 ms [2022-01-31 19:32:13 main:574] : INFO : Epoch 1844 | loss: 0.0311769 | val_loss: 0.0311867 | Time: 8499.59 ms [2022-01-31 19:32:22 main:574] : INFO : Epoch 1845 | loss: 0.0311819 | val_loss: 0.0311858 | Time: 8402.58 ms [2022-01-31 19:32:30 main:574] : INFO : Epoch 1846 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 8528.14 ms [2022-01-31 19:32:40 main:574] : INFO : Epoch 1847 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 8993.75 ms [2022-01-31 19:32:48 main:574] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311893 | Time: 8263.59 ms [2022-01-31 19:32:57 main:574] : INFO : Epoch 1849 | loss: 0.0311777 | val_loss: 0.0311841 | Time: 8767.32 ms [2022-01-31 19:33:05 main:574] : INFO : Epoch 1850 | loss: 0.0311753 | val_loss: 0.0311854 | Time: 8691.43 ms [2022-01-31 19:33:14 main:574] : INFO : Epoch 1851 | loss: 0.0311768 | val_loss: 0.0311898 | Time: 8459.5 ms [2022-01-31 19:33:23 main:574] : INFO : Epoch 1852 | loss: 0.0311761 | val_loss: 0.0311873 | Time: 8588.46 ms [2022-01-31 19:33:31 main:574] : INFO : Epoch 1853 | loss: 0.0311746 | val_loss: 0.0311846 | Time: 8558.08 ms [2022-01-31 19:33:40 main:574] : INFO : Epoch 1854 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 8444.57 ms [2022-01-31 19:33:48 main:574] : INFO : Epoch 1855 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 8481.09 ms [2022-01-31 19:33:57 main:574] : INFO : Epoch 1856 | loss: 0.0311752 | val_loss: 0.0311852 | Time: 8439.27 ms [2022-01-31 19:34:05 main:574] : INFO : Epoch 1857 | loss: 0.0311744 | val_loss: 0.0311867 | Time: 8286.72 ms [2022-01-31 19:34:13 main:574] : INFO : Epoch 1858 | loss: 0.0311809 | val_loss: 0.0311867 | Time: 8332.87 ms [2022-01-31 19:34:22 main:574] : INFO : Epoch 1859 | loss: 0.031176 | val_loss: 0.0311871 | Time: 8393.92 ms [2022-01-31 19:34:30 main:574] : INFO : Epoch 1860 | loss: 0.0311749 | val_loss: 0.0311869 | Time: 8408.98 ms [2022-01-31 19:34:39 main:574] : INFO : Epoch 1861 | loss: 0.0311747 | val_loss: 0.0311861 | Time: 8785.42 ms [2022-01-31 19:34:48 main:574] : INFO : Epoch 1862 | loss: 0.0311756 | val_loss: 0.0311861 | Time: 8831.62 ms [2022-01-31 19:34:56 main:574] : INFO : Epoch 1863 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 8331.58 ms [2022-01-31 19:35:05 main:574] : INFO : Epoch 1864 | loss: 0.0311746 | val_loss: 0.0311868 | Time: 8618.83 ms [2022-01-31 19:35:14 main:574] : INFO : Epoch 1865 | loss: 0.0311765 | val_loss: 0.031191 | Time: 8515.15 ms [2022-01-31 19:35:22 main:574] : INFO : Epoch 1866 | loss: 0.031176 | val_loss: 0.0311842 | Time: 8492.08 ms [2022-01-31 19:35:31 main:574] : INFO : Epoch 1867 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 8544.9 ms [2022-01-31 19:35:39 main:574] : INFO : Epoch 1868 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 8491.06 ms [2022-01-31 19:35:48 main:574] : INFO : Epoch 1869 | loss: 0.031174 | val_loss: 0.0311857 | Time: 8330.19 ms [2022-01-31 19:35:56 main:574] : INFO : Epoch 1870 | loss: 0.0311741 | val_loss: 0.0311872 | Time: 8499.87 ms [2022-01-31 19:36:05 main:574] : INFO : Epoch 1871 | loss: 0.0311746 | val_loss: 0.0311871 | Time: 8720.23 ms [2022-01-31 19:36:14 main:574] : INFO : Epoch 1872 | loss: 0.0311763 | val_loss: 0.0311834 | Time: 8541.76 ms [2022-01-31 19:36:23 main:574] : INFO : Epoch 1873 | loss: 0.031174 | val_loss: 0.031186 | Time: 8724.28 ms [2022-01-31 19:36:31 main:574] : INFO : Epoch 1874 | loss: 0.031175 | val_loss: 0.031185 | Time: 8525.26 ms [2022-01-31 19:36:40 main:574] : INFO : Epoch 1875 | loss: 0.0311788 | val_loss: 0.0311852 | Time: 8429.11 ms [2022-01-31 19:36:48 main:574] : INFO : Epoch 1876 | loss: 0.0311815 | val_loss: 0.0311825 | Time: 8536.57 ms [2022-01-31 19:36:57 main:574] : INFO : Epoch 1877 | loss: 0.0311812 | val_loss: 0.0311818 | Time: 8493.69 ms [2022-01-31 19:37:05 main:574] : INFO : Epoch 1878 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 8520.94 ms [2022-01-31 19:37:14 main:574] : INFO : Epoch 1879 | loss: 0.0311833 | val_loss: 0.0311816 | Time: 8529.78 ms [2022-01-31 19:37:23 main:574] : INFO : Epoch 1880 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 8591.98 ms [2022-01-31 19:37:31 main:574] : INFO : Epoch 1881 | loss: 0.031179 | val_loss: 0.0311811 | Time: 8420.42 ms [2022-01-31 19:37:40 main:574] : INFO : Epoch 1882 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 8566.48 ms [2022-01-31 19:37:48 main:574] : INFO : Epoch 1883 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 8522.02 ms [2022-01-31 19:37:57 main:574] : INFO : Epoch 1884 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 8455.27 ms [2022-01-31 19:38:05 main:574] : INFO : Epoch 1885 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 8417.87 ms [2022-01-31 19:38:14 main:574] : INFO : Epoch 1886 | loss: 0.0311814 | val_loss: 0.0311817 | Time: 8325.12 ms [2022-01-31 19:38:22 main:574] : INFO : Epoch 1887 | loss: 0.0311799 | val_loss: 0.0311853 | Time: 8504.32 ms [2022-01-31 19:38:31 main:574] : INFO : Epoch 1888 | loss: 0.0311789 | val_loss: 0.0311813 | Time: 8467.81 ms [2022-01-31 19:38:39 main:574] : INFO : Epoch 1889 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 8473.14 ms [2022-01-31 19:38:48 main:574] : INFO : Epoch 1890 | loss: 0.0311771 | val_loss: 0.0311814 | Time: 8509.91 ms [2022-01-31 19:38:57 main:574] : INFO : Epoch 1891 | loss: 0.0311777 | val_loss: 0.0311874 | Time: 8859.1 ms [2022-01-31 19:39:05 main:574] : INFO : Epoch 1892 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 8499.02 ms [2022-01-31 19:39:14 main:574] : INFO : Epoch 1893 | loss: 0.031178 | val_loss: 0.0311833 | Time: 8270.14 ms [2022-01-31 19:39:22 main:574] : INFO : Epoch 1894 | loss: 0.0311788 | val_loss: 0.0311878 | Time: 8524.72 ms [2022-01-31 19:39:31 main:574] : INFO : Epoch 1895 | loss: 0.0311775 | val_loss: 0.0311823 | Time: 8447.06 ms [2022-01-31 19:39:40 main:574] : INFO : Epoch 1896 | loss: 0.0311807 | val_loss: 0.031183 | Time: 8603.4 ms [2022-01-31 19:39:48 main:574] : INFO : Epoch 1897 | loss: 0.0311788 | val_loss: 0.0311833 | Time: 8382.24 ms [2022-01-31 19:39:57 main:574] : INFO : Epoch 1898 | loss: 0.0311761 | val_loss: 0.031181 | Time: 8458.29 ms [2022-01-31 19:40:05 main:574] : INFO : Epoch 1899 | loss: 0.0311773 | val_loss: 0.0311828 | Time: 8541.24 ms [2022-01-31 19:40:14 main:574] : INFO : Epoch 1900 | loss: 0.0311771 | val_loss: 0.0311839 | Time: 8457.58 ms [2022-01-31 19:40:22 main:574] : INFO : Epoch 1901 | loss: 0.0311768 | val_loss: 0.0311805 | Time: 8604.59 ms [2022-01-31 19:40:31 main:574] : INFO : Epoch 1902 | loss: 0.0311756 | val_loss: 0.0311836 | Time: 8496.15 ms [2022-01-31 19:40:39 main:574] : INFO : Epoch 1903 | loss: 0.0311768 | val_loss: 0.0311808 | Time: 8356.13 ms [2022-01-31 19:40:48 main:574] : INFO : Epoch 1904 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 8330.6 ms [2022-01-31 19:40:56 main:574] : INFO : Epoch 1905 | loss: 0.0311758 | val_loss: 0.0311837 | Time: 8209.32 ms [2022-01-31 19:41:05 main:574] : INFO : Epoch 1906 | loss: 0.0311767 | val_loss: 0.0311823 | Time: 8588.7 ms [2022-01-31 19:41:13 main:574] : INFO : Epoch 1907 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 8450.62 ms [2022-01-31 19:41:22 main:574] : INFO : Epoch 1908 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 8393.2 ms [2022-01-31 19:41:30 main:574] : INFO : Epoch 1909 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 8567.25 ms [2022-01-31 19:41:39 main:574] : INFO : Epoch 1910 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 8455.25 ms [2022-01-31 19:41:48 main:574] : INFO : Epoch 1911 | loss: 0.0311753 | val_loss: 0.0311816 | Time: 8786.71 ms [2022-01-31 19:41:56 main:574] : INFO : Epoch 1912 | loss: 0.0311747 | val_loss: 0.0311817 | Time: 8595.71 ms [2022-01-31 19:42:05 main:574] : INFO : Epoch 1913 | loss: 0.0311746 | val_loss: 0.0311803 | Time: 8341.96 ms [2022-01-31 19:42:13 main:574] : INFO : Epoch 1914 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 8508.02 ms [2022-01-31 19:42:22 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 8456.01 ms [2022-01-31 19:42:30 main:574] : INFO : Epoch 1916 | loss: 0.0311752 | val_loss: 0.031183 | Time: 8556.5 ms [2022-01-31 19:42:39 main:574] : INFO : Epoch 1917 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 8636.36 ms [2022-01-31 19:42:48 main:574] : INFO : Epoch 1918 | loss: 0.0311747 | val_loss: 0.031182 | Time: 8604.94 ms [2022-01-31 19:42:57 main:574] : INFO : Epoch 1919 | loss: 0.0311749 | val_loss: 0.0311815 | Time: 8764.15 ms [2022-01-31 19:43:05 main:574] : INFO : Epoch 1920 | loss: 0.0311753 | val_loss: 0.0311848 | Time: 8314.31 ms [2022-01-31 19:43:13 main:574] : INFO : Epoch 1921 | loss: 0.0311759 | val_loss: 0.0311806 | Time: 8407.37 ms [2022-01-31 19:43:22 main:574] : INFO : Epoch 1922 | loss: 0.0311742 | val_loss: 0.0311828 | Time: 8495.01 ms [2022-01-31 19:43:30 main:574] : INFO : Epoch 1923 | loss: 0.031174 | val_loss: 0.0311812 | Time: 8321.7 ms [2022-01-31 19:43:39 main:574] : INFO : Epoch 1924 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 8476.63 ms [2022-01-31 19:43:48 main:574] : INFO : Epoch 1925 | loss: 0.0311762 | val_loss: 0.0311816 | Time: 8616.2 ms [2022-01-31 19:43:57 main:574] : INFO : Epoch 1926 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 8951.19 ms [2022-01-31 19:44:05 main:574] : INFO : Epoch 1927 | loss: 0.0311758 | val_loss: 0.031192 | Time: 8707.25 ms [2022-01-31 19:44:14 main:574] : INFO : Epoch 1928 | loss: 0.0311764 | val_loss: 0.0311821 | Time: 7959.86 ms [2022-01-31 19:44:21 main:574] : INFO : Epoch 1929 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 7891.64 ms [2022-01-31 19:44:30 main:574] : INFO : Epoch 1930 | loss: 0.0311743 | val_loss: 0.0311855 | Time: 8257.2 ms [2022-01-31 19:44:38 main:574] : INFO : Epoch 1931 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 8187.03 ms [2022-01-31 19:44:46 main:574] : INFO : Epoch 1932 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 8247.82 ms [2022-01-31 19:44:55 main:574] : INFO : Epoch 1933 | loss: 0.0311735 | val_loss: 0.0311825 | Time: 8208.53 ms [2022-01-31 19:45:03 main:574] : INFO : Epoch 1934 | loss: 0.0311739 | val_loss: 0.0311833 | Time: 8378.25 ms [2022-01-31 19:45:11 main:574] : INFO : Epoch 1935 | loss: 0.0311742 | val_loss: 0.0311817 | Time: 8399.58 ms [2022-01-31 19:45:20 main:574] : INFO : Epoch 1936 | loss: 0.0311736 | val_loss: 0.0311898 | Time: 8185.53 ms [2022-01-31 19:45:28 main:574] : INFO : Epoch 1937 | loss: 0.0311772 | val_loss: 0.0311822 | Time: 8294.12 ms [2022-01-31 19:45:36 main:574] : INFO : Epoch 1938 | loss: 0.0311753 | val_loss: 0.0311906 | Time: 8281.71 ms [2022-01-31 19:45:45 main:574] : INFO : Epoch 1939 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 8159.84 ms [2022-01-31 19:45:53 main:574] : INFO : Epoch 1940 | loss: 0.0311734 | val_loss: 0.0311831 | Time: 8281.25 ms [2022-01-31 19:46:01 main:574] : INFO : Epoch 1941 | loss: 0.0311733 | val_loss: 0.031182 | Time: 8179.83 ms [2022-01-31 19:46:10 main:574] : INFO : Epoch 1942 | loss: 0.0311736 | val_loss: 0.0311819 | Time: 8387.53 ms [2022-01-31 19:46:18 main:574] : INFO : Epoch 1943 | loss: 0.0311745 | val_loss: 0.0311816 | Time: 8100.27 ms [2022-01-31 19:46:26 main:574] : INFO : Epoch 1944 | loss: 0.0311733 | val_loss: 0.0311812 | Time: 8167.45 ms [2022-01-31 19:46:34 main:574] : INFO : Epoch 1945 | loss: 0.031175 | val_loss: 0.0311856 | Time: 8130.52 ms [2022-01-31 19:46:43 main:574] : INFO : Epoch 1946 | loss: 0.0311759 | val_loss: 0.0311867 | Time: 8451 ms [2022-01-31 19:46:51 main:574] : INFO : Epoch 1947 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 8391.69 ms [2022-01-31 19:47:00 main:574] : INFO : Epoch 1948 | loss: 0.0311732 | val_loss: 0.0311834 | Time: 8731.44 ms [2022-01-31 19:47:08 main:574] : INFO : Epoch 1949 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 8154.06 ms [2022-01-31 19:47:17 main:574] : INFO : Epoch 1950 | loss: 0.0311725 | val_loss: 0.0311819 | Time: 8294.93 ms [2022-01-31 19:47:25 main:574] : INFO : Epoch 1951 | loss: 0.0311732 | val_loss: 0.0311823 | Time: 8228.58 ms [2022-01-31 19:47:33 main:574] : INFO : Epoch 1952 | loss: 0.0311739 | val_loss: 0.0311879 | Time: 8329.15 ms [2022-01-31 19:47:41 main:574] : INFO : Epoch 1953 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 8160.23 ms [2022-01-31 19:47:50 main:574] : INFO : Epoch 1954 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 8060.42 ms [2022-01-31 19:47:58 main:574] : INFO : Epoch 1955 | loss: 0.0311739 | val_loss: 0.0311868 | Time: 8285.65 ms [2022-01-31 19:48:06 main:574] : INFO : Epoch 1956 | loss: 0.0311731 | val_loss: 0.0311836 | Time: 8118.65 ms [2022-01-31 19:48:14 main:574] : INFO : Epoch 1957 | loss: 0.0311732 | val_loss: 0.0311846 | Time: 8312.87 ms [2022-01-31 19:48:23 main:574] : INFO : Epoch 1958 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 8796.88 ms [2022-01-31 19:48:32 main:574] : INFO : Epoch 1959 | loss: 0.031174 | val_loss: 0.0311818 | Time: 8450.25 ms [2022-01-31 19:48:40 main:574] : INFO : Epoch 1960 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 8578.23 ms [2022-01-31 19:48:48 main:574] : INFO : Epoch 1961 | loss: 0.0311748 | val_loss: 0.031184 | Time: 8000.18 ms [2022-01-31 19:48:57 main:574] : INFO : Epoch 1962 | loss: 0.0311753 | val_loss: 0.0311838 | Time: 8109.11 ms [2022-01-31 19:49:05 main:574] : INFO : Epoch 1963 | loss: 0.0311724 | val_loss: 0.031182 | Time: 8343.46 ms [2022-01-31 19:49:14 main:574] : INFO : Epoch 1964 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 8450.08 ms [2022-01-31 19:49:22 main:574] : INFO : Epoch 1965 | loss: 0.0311729 | val_loss: 0.0311814 | Time: 8483.98 ms [2022-01-31 19:49:31 main:574] : INFO : Epoch 1966 | loss: 0.0311735 | val_loss: 0.0311827 | Time: 8897.81 ms [2022-01-31 19:49:40 main:574] : INFO : Epoch 1967 | loss: 0.0311716 | val_loss: 0.031183 | Time: 8589.28 ms [2022-01-31 19:49:50 main:574] : INFO : Epoch 1968 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 9984.01 ms [2022-01-31 19:49:59 main:574] : INFO : Epoch 1969 | loss: 0.0311775 | val_loss: 0.0311826 | Time: 8893.09 ms [2022-01-31 19:50:07 main:574] : INFO : Epoch 1970 | loss: 0.0311731 | val_loss: 0.0311817 | Time: 8468.07 ms [2022-01-31 19:50:15 main:574] : INFO : Epoch 1971 | loss: 0.0311712 | val_loss: 0.0311816 | Time: 8074.6 ms [2022-01-31 19:50:25 main:574] : INFO : Epoch 1972 | loss: 0.0311717 | val_loss: 0.0311859 | Time: 9409.02 ms [2022-01-31 19:50:35 main:574] : INFO : Epoch 1973 | loss: 0.0311726 | val_loss: 0.0311848 | Time: 9576.54 ms [2022-01-31 19:50:44 main:574] : INFO : Epoch 1974 | loss: 0.0311741 | val_loss: 0.031181 | Time: 9700.36 ms [2022-01-31 19:50:53 main:574] : INFO : Epoch 1975 | loss: 0.0311726 | val_loss: 0.0311825 | Time: 8768.24 ms [2022-01-31 19:51:02 main:574] : INFO : Epoch 1976 | loss: 0.0311719 | val_loss: 0.0311816 | Time: 8978.74 ms [2022-01-31 19:51:11 main:574] : INFO : Epoch 1977 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 8625.21 ms [2022-01-31 19:51:19 main:574] : INFO : Epoch 1978 | loss: 0.0311711 | val_loss: 0.031182 | Time: 8406.44 ms [2022-01-31 19:51:29 main:574] : INFO : Epoch 1979 | loss: 0.0311711 | val_loss: 0.0311839 | Time: 9261.15 ms [2022-01-31 19:51:38 main:574] : INFO : Epoch 1980 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 9017.31 ms [2022-01-31 19:51:47 main:574] : INFO : Epoch 1981 | loss: 0.0311713 | val_loss: 0.031191 | Time: 8910.15 ms [2022-01-31 19:51:56 main:574] : INFO : Epoch 1982 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 8753.87 ms [2022-01-31 19:52:05 main:574] : INFO : Epoch 1983 | loss: 0.0311722 | val_loss: 0.0311823 | Time: 8830.11 ms [2022-01-31 19:52:13 main:574] : INFO : Epoch 1984 | loss: 0.0311712 | val_loss: 0.0311835 | Time: 8742.71 ms [2022-01-31 19:52:22 main:574] : INFO : Epoch 1985 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 8684.89 ms [2022-01-31 19:52:31 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 8814.02 ms [2022-01-31 19:52:40 main:574] : INFO : Epoch 1987 | loss: 0.031172 | val_loss: 0.0311838 | Time: 8846.14 ms [2022-01-31 19:52:49 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311823 | Time: 9029.22 ms [2022-01-31 19:52:58 main:574] : INFO : Epoch 1989 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 8697.12 ms [2022-01-31 19:53:07 main:574] : INFO : Epoch 1990 | loss: 0.0311702 | val_loss: 0.0311816 | Time: 9074.68 ms [2022-01-31 19:53:15 main:574] : INFO : Epoch 1991 | loss: 0.0311703 | val_loss: 0.031181 | Time: 8587.82 ms [2022-01-31 19:53:24 main:574] : INFO : Epoch 1992 | loss: 0.0311696 | val_loss: 0.0311814 | Time: 8653.97 ms [2022-01-31 19:53:33 main:574] : INFO : Epoch 1993 | loss: 0.0311696 | val_loss: 0.0311824 | Time: 8559.02 ms [2022-01-31 19:53:42 main:574] : INFO : Epoch 1994 | loss: 0.0311714 | val_loss: 0.0311847 | Time: 8646.08 ms [2022-01-31 19:53:50 main:574] : INFO : Epoch 1995 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 8778.07 ms [2022-01-31 19:53:59 main:574] : INFO : Epoch 1996 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 8573.05 ms [2022-01-31 19:54:08 main:574] : INFO : Epoch 1997 | loss: 0.0311706 | val_loss: 0.0311825 | Time: 8597.2 ms [2022-01-31 19:54:16 main:574] : INFO : Epoch 1998 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 8668.69 ms [2022-01-31 19:54:25 main:574] : INFO : Epoch 1999 | loss: 0.0311695 | val_loss: 0.0311831 | Time: 8825.3 ms [2022-01-31 19:54:34 main:574] : INFO : Epoch 2000 | loss: 0.0311694 | val_loss: 0.0311815 | Time: 8747.09 ms [2022-01-31 19:54:43 main:574] : INFO : Epoch 2001 | loss: 0.0311699 | val_loss: 0.0311815 | Time: 8836.1 ms [2022-01-31 19:54:52 main:574] : INFO : Epoch 2002 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 8750.57 ms [2022-01-31 19:55:01 main:574] : INFO : Epoch 2003 | loss: 0.0311707 | val_loss: 0.0311829 | Time: 8716.23 ms [2022-01-31 19:55:09 main:574] : INFO : Epoch 2004 | loss: 0.0311711 | val_loss: 0.0311821 | Time: 8786.68 ms [2022-01-31 19:55:18 main:574] : INFO : Epoch 2005 | loss: 0.0311712 | val_loss: 0.0311876 | Time: 8787.11 ms [2022-01-31 19:55:27 main:574] : INFO : Epoch 2006 | loss: 0.0311738 | val_loss: 0.0311852 | Time: 8958.38 ms [2022-01-31 19:55:36 main:574] : INFO : Epoch 2007 | loss: 0.031171 | val_loss: 0.0311809 | Time: 8873.22 ms [2022-01-31 19:55:45 main:574] : INFO : Epoch 2008 | loss: 0.0311681 | val_loss: 0.0311857 | Time: 8844.86 ms [2022-01-31 19:55:54 main:574] : INFO : Epoch 2009 | loss: 0.0311713 | val_loss: 0.0311828 | Time: 8903.61 ms [2022-01-31 19:56:03 main:574] : INFO : Epoch 2010 | loss: 0.0311691 | val_loss: 0.0311806 | Time: 8648.64 ms [2022-01-31 19:56:12 main:574] : INFO : Epoch 2011 | loss: 0.0311699 | val_loss: 0.0311843 | Time: 9303.94 ms [2022-01-31 19:56:21 main:574] : INFO : Epoch 2012 | loss: 0.0311721 | val_loss: 0.0311823 | Time: 9096.13 ms [2022-01-31 19:56:30 main:574] : INFO : Epoch 2013 | loss: 0.0311728 | val_loss: 0.0311816 | Time: 8574.36 ms [2022-01-31 19:56:39 main:574] : INFO : Epoch 2014 | loss: 0.0311706 | val_loss: 0.0311834 | Time: 8581.35 ms [2022-01-31 19:56:47 main:574] : INFO : Epoch 2015 | loss: 0.0311945 | val_loss: 0.0312497 | Time: 8781.74 ms [2022-01-31 19:56:56 main:574] : INFO : Epoch 2016 | loss: 0.0313378 | val_loss: 0.0316427 | Time: 9003.8 ms [2022-01-31 19:57:05 main:574] : INFO : Epoch 2017 | loss: 0.0314073 | val_loss: 0.0314027 | Time: 8834.98 ms [2022-01-31 19:57:14 main:574] : INFO : Epoch 2018 | loss: 0.031278 | val_loss: 0.0312235 | Time: 8792.66 ms [2022-01-31 19:57:23 main:574] : INFO : Epoch 2019 | loss: 0.0312041 | val_loss: 0.0311975 | Time: 8637.66 ms [2022-01-31 19:57:32 main:574] : INFO : Epoch 2020 | loss: 0.0311918 | val_loss: 0.0311873 | Time: 8919.72 ms [2022-01-31 19:57:41 main:574] : INFO : Epoch 2021 | loss: 0.0311866 | val_loss: 0.0311888 | Time: 8919.76 ms [2022-01-31 19:57:50 main:574] : INFO : Epoch 2022 | loss: 0.0311874 | val_loss: 0.0311847 | Time: 8845.13 ms [2022-01-31 19:57:58 main:574] : INFO : Epoch 2023 | loss: 0.0311831 | val_loss: 0.0311837 | Time: 8704.29 ms [2022-01-31 19:58:07 main:574] : INFO : Epoch 2024 | loss: 0.0311832 | val_loss: 0.0311854 | Time: 8926.49 ms [2022-01-31 19:58:16 main:574] : INFO : Epoch 2025 | loss: 0.0311851 | val_loss: 0.0311827 | Time: 8867.84 ms [2022-01-31 19:58:25 main:574] : INFO : Epoch 2026 | loss: 0.0311834 | val_loss: 0.0311851 | Time: 8782.8 ms [2022-01-31 19:58:34 main:574] : INFO : Epoch 2027 | loss: 0.0311812 | val_loss: 0.0311825 | Time: 8809.65 ms [2022-01-31 19:58:43 main:574] : INFO : Epoch 2028 | loss: 0.0311814 | val_loss: 0.0311827 | Time: 8650.71 ms [2022-01-31 19:58:52 main:574] : INFO : Epoch 2029 | loss: 0.0311807 | val_loss: 0.0311833 | Time: 8789.17 ms [2022-01-31 19:59:00 main:574] : INFO : Epoch 2030 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 8656.87 ms [2022-01-31 19:59:09 main:574] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311819 | Time: 8966.26 ms [2022-01-31 19:59:18 main:574] : INFO : Epoch 2032 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 8807.06 ms [2022-01-31 19:59:27 main:574] : INFO : Epoch 2033 | loss: 0.0311829 | val_loss: 0.0311869 | Time: 8702.62 ms [2022-01-31 19:59:36 main:574] : INFO : Epoch 2034 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 8886.1 ms [2022-01-31 19:59:45 main:574] : INFO : Epoch 2035 | loss: 0.0311796 | val_loss: 0.0311806 | Time: 8760.71 ms [2022-01-31 19:59:53 main:574] : INFO : Epoch 2036 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 8711.9 ms [2022-01-31 20:00:02 main:574] : INFO : Epoch 2037 | loss: 0.0311792 | val_loss: 0.0311813 | Time: 8805.19 ms [2022-01-31 20:00:11 main:574] : INFO : Epoch 2038 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 8765.71 ms [2022-01-31 20:00:20 main:574] : INFO : Epoch 2039 | loss: 0.0311805 | val_loss: 0.0311806 | Time: 8891.09 ms [2022-01-31 20:00:29 main:574] : INFO : Epoch 2040 | loss: 0.0311788 | val_loss: 0.0311882 | Time: 9093.47 ms [2022-01-31 20:00:38 main:574] : INFO : Epoch 2041 | loss: 0.0311803 | val_loss: 0.0311835 | Time: 8721.1 ms [2022-01-31 20:00:47 main:574] : INFO : Epoch 2042 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 8901.74 ms [2022-01-31 20:00:56 main:574] : INFO : Epoch 2043 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 8929.76 ms [2022-01-31 20:01:05 main:574] : INFO : Epoch 2044 | loss: 0.031178 | val_loss: 0.0311848 | Time: 8977.13 ms [2022-01-31 20:01:14 main:574] : INFO : Epoch 2045 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 8766.59 ms [2022-01-31 20:01:23 main:574] : INFO : Epoch 2046 | loss: 0.0311795 | val_loss: 0.0311807 | Time: 8845.63 ms [2022-01-31 20:01:32 main:574] : INFO : Epoch 2047 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 8891.58 ms [2022-01-31 20:01:41 main:574] : INFO : Epoch 2048 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 8756.32 ms [2022-01-31 20:01:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311806 [2022-01-31 20:01:41 main:603] : INFO : Saving end state to config to file [2022-01-31 20:01:41 main:608] : INFO : Success, exiting.. 20:01:41 (14536): 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)