Task 3716122
| Name | ParityModified-1609262717-5016-5_0 |
| Workunit | 1902525 |
| Created | 18 Jan 2021, 4:04:44 UTC |
| Sent | 18 Jan 2021, 18:08:07 UTC |
| Report deadline | 25 Jan 2021, 18:08:07 UTC |
| Received | 18 Jan 2021, 20:46:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2877 |
| Run time | 1 hours 31 min 59 sec |
| CPU time | 1 hours 27 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,343.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311999 | val_loss: 0.0312017 | Time: 2609.46 ms
[2021-01-18 11:23:26 main:574] : INFO : Epoch 1543 | loss: 0.0311993 | val_loss: 0.0311988 | Time: 2619.79 ms
[2021-01-18 11:23:28 main:574] : INFO : Epoch 1544 | loss: 0.0311981 | val_loss: 0.0311986 | Time: 2606.65 ms
[2021-01-18 11:23:31 main:574] : INFO : Epoch 1545 | loss: 0.0311976 | val_loss: 0.0311996 | Time: 2595.97 ms
[2021-01-18 11:23:34 main:574] : INFO : Epoch 1546 | loss: 0.0311993 | val_loss: 0.0312033 | Time: 2603.28 ms
[2021-01-18 11:23:36 main:574] : INFO : Epoch 1547 | loss: 0.0311979 | val_loss: 0.0312043 | Time: 2612.45 ms
[2021-01-18 11:23:39 main:574] : INFO : Epoch 1548 | loss: 0.0311983 | val_loss: 0.0312037 | Time: 2618.76 ms
[2021-01-18 11:23:42 main:574] : INFO : Epoch 1549 | loss: 0.0311976 | val_loss: 0.0312007 | Time: 2608.16 ms
[2021-01-18 11:23:44 main:574] : INFO : Epoch 1550 | loss: 0.0311973 | val_loss: 0.0312003 | Time: 2592.89 ms
[2021-01-18 11:23:47 main:574] : INFO : Epoch 1551 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 2620.18 ms
[2021-01-18 11:23:50 main:574] : INFO : Epoch 1552 | loss: 0.0311969 | val_loss: 0.0311997 | Time: 2604.15 ms
[2021-01-18 11:23:52 main:574] : INFO : Epoch 1553 | loss: 0.0311955 | val_loss: 0.0311951 | Time: 2621.56 ms
[2021-01-18 11:23:55 main:574] : INFO : Epoch 1554 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 2617 ms
[2021-01-18 11:23:58 main:574] : INFO : Epoch 1555 | loss: 0.0311944 | val_loss: 0.0311961 | Time: 2601.35 ms
[2021-01-18 11:24:00 main:574] : INFO : Epoch 1556 | loss: 0.0311938 | val_loss: 0.031195 | Time: 2612.73 ms
[2021-01-18 11:24:03 main:574] : INFO : Epoch 1557 | loss: 0.0311934 | val_loss: 0.0311949 | Time: 2618.5 ms
[2021-01-18 11:24:06 main:574] : INFO : Epoch 1558 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 2600.84 ms
[2021-01-18 11:24:08 main:574] : INFO : Epoch 1559 | loss: 0.0311936 | val_loss: 0.0311928 | Time: 2601.73 ms
[2021-01-18 11:24:11 main:574] : INFO : Epoch 1560 | loss: 0.031192 | val_loss: 0.0311911 | Time: 2610.03 ms
[2021-01-18 11:24:14 main:574] : INFO : Epoch 1561 | loss: 0.0311914 | val_loss: 0.0311923 | Time: 2617.81 ms
[2021-01-18 11:24:16 main:574] : INFO : Epoch 1562 | loss: 0.031191 | val_loss: 0.031191 | Time: 2627.07 ms
[2021-01-18 11:24:19 main:574] : INFO : Epoch 1563 | loss: 0.0311899 | val_loss: 0.0311902 | Time: 2604.82 ms
[2021-01-18 11:24:22 main:574] : INFO : Epoch 1564 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 2618.96 ms
[2021-01-18 11:24:24 main:574] : INFO : Epoch 1565 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 2612.31 ms
[2021-01-18 11:24:27 main:574] : INFO : Epoch 1566 | loss: 0.0311894 | val_loss: 0.0311903 | Time: 2607.68 ms
[2021-01-18 11:24:30 main:574] : INFO : Epoch 1567 | loss: 0.0311906 | val_loss: 0.0311913 | Time: 2608.56 ms
[2021-01-18 11:24:32 main:574] : INFO : Epoch 1568 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 2607.64 ms
[2021-01-18 11:24:35 main:574] : INFO : Epoch 1569 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 2600.94 ms
[2021-01-18 11:24:38 main:574] : INFO : Epoch 1570 | loss: 0.0311905 | val_loss: 0.0311911 | Time: 2620.33 ms
[2021-01-18 11:24:41 main:574] : INFO : Epoch 1571 | loss: 0.0311904 | val_loss: 0.0311903 | Time: 2606.83 ms
[2021-01-18 11:24:43 main:574] : INFO : Epoch 1572 | loss: 0.0311897 | val_loss: 0.0311898 | Time: 2616.37 ms
[2021-01-18 11:24:46 main:574] : INFO : Epoch 1573 | loss: 0.0311905 | val_loss: 0.0311913 | Time: 2605.01 ms
[2021-01-18 11:24:49 main:574] : INFO : Epoch 1574 | loss: 0.0311899 | val_loss: 0.03119 | Time: 2601.61 ms
[2021-01-18 11:24:51 main:574] : INFO : Epoch 1575 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 2603.16 ms
[2021-01-18 11:24:54 main:574] : INFO : Epoch 1576 | loss: 0.0311894 | val_loss: 0.0311884 | Time: 2602.83 ms
[2021-01-18 11:24:57 main:574] : INFO : Epoch 1577 | loss: 0.0311891 | val_loss: 0.0311896 | Time: 2625.98 ms
[2021-01-18 11:24:59 main:574] : INFO : Epoch 1578 | loss: 0.031188 | val_loss: 0.0311892 | Time: 2612.77 ms
[2021-01-18 11:25:02 main:574] : INFO : Epoch 1579 | loss: 0.0311884 | val_loss: 0.0311899 | Time: 2604.96 ms
[2021-01-18 11:25:05 main:574] : INFO : Epoch 1580 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 2608.08 ms
[2021-01-18 11:25:07 main:574] : INFO : Epoch 1581 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 2580.32 ms
[2021-01-18 11:25:10 main:574] : INFO : Epoch 1582 | loss: 0.0311897 | val_loss: 0.0311907 | Time: 2604.87 ms
[2021-01-18 11:25:13 main:574] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.0311901 | Time: 2597.51 ms
[2021-01-18 11:25:15 main:574] : INFO : Epoch 1584 | loss: 0.0311893 | val_loss: 0.031189 | Time: 2607.24 ms
[2021-01-18 11:25:18 main:574] : INFO : Epoch 1585 | loss: 0.0311878 | val_loss: 0.031189 | Time: 2624.41 ms
[2021-01-18 11:25:21 main:574] : INFO : Epoch 1586 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2603.12 ms
[2021-01-18 11:25:23 main:574] : INFO : Epoch 1587 | loss: 0.0311871 | val_loss: 0.031188 | Time: 2617.85 ms
[2021-01-18 11:25:26 main:574] : INFO : Epoch 1588 | loss: 0.031187 | val_loss: 0.0311895 | Time: 2592.74 ms
[2021-01-18 11:25:29 main:574] : INFO : Epoch 1589 | loss: 0.0311871 | val_loss: 0.0311883 | Time: 2590.63 ms
[2021-01-18 11:25:31 main:574] : INFO : Epoch 1590 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 2598.41 ms
[2021-01-18 11:25:34 main:574] : INFO : Epoch 1591 | loss: 0.0311879 | val_loss: 0.0311885 | Time: 2615.89 ms
[2021-01-18 11:25:37 main:574] : INFO : Epoch 1592 | loss: 0.0311864 | val_loss: 0.0311873 | Time: 2610.78 ms
[2021-01-18 11:25:39 main:574] : INFO : Epoch 1593 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 2614.44 ms
[2021-01-18 11:25:42 main:574] : INFO : Epoch 1594 | loss: 0.031188 | val_loss: 0.0311876 | Time: 2591.89 ms
[2021-01-18 11:25:45 main:574] : INFO : Epoch 1595 | loss: 0.031187 | val_loss: 0.0311892 | Time: 2609.78 ms
[2021-01-18 11:25:47 main:574] : INFO : Epoch 1596 | loss: 0.0311863 | val_loss: 0.0311872 | Time: 2623.76 ms
[2021-01-18 11:25:50 main:574] : INFO : Epoch 1597 | loss: 0.0311856 | val_loss: 0.0311871 | Time: 2598.56 ms
[2021-01-18 11:25:53 main:574] : INFO : Epoch 1598 | loss: 0.0311852 | val_loss: 0.0311869 | Time: 2618.65 ms
[2021-01-18 11:25:56 main:574] : INFO : Epoch 1599 | loss: 0.0311858 | val_loss: 0.0311876 | Time: 2607.28 ms
[2021-01-18 11:25:58 main:574] : INFO : Epoch 1600 | loss: 0.0311865 | val_loss: 0.0311878 | Time: 2610.38 ms
[2021-01-18 11:26:01 main:574] : INFO : Epoch 1601 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 2611.43 ms
[2021-01-18 11:26:04 main:574] : INFO : Epoch 1602 | loss: 0.0311849 | val_loss: 0.0311867 | Time: 2595.99 ms
[2021-01-18 11:26:06 main:574] : INFO : Epoch 1603 | loss: 0.0311851 | val_loss: 0.0311869 | Time: 2602.83 ms
[2021-01-18 11:26:09 main:574] : INFO : Epoch 1604 | loss: 0.0311848 | val_loss: 0.0311873 | Time: 2618.63 ms
[2021-01-18 11:26:12 main:574] : INFO : Epoch 1605 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 2600.08 ms
[2021-01-18 11:26:14 main:574] : INFO : Epoch 1606 | loss: 0.0311876 | val_loss: 0.0311865 | Time: 2614.16 ms
[2021-01-18 11:26:17 main:574] : INFO : Epoch 1607 | loss: 0.0311856 | val_loss: 0.0311862 | Time: 2597.15 ms
[2021-01-18 11:26:20 main:574] : INFO : Epoch 1608 | loss: 0.0311853 | val_loss: 0.0311869 | Time: 2608.81 ms
[2021-01-18 11:26:22 main:574] : INFO : Epoch 1609 | loss: 0.0311851 | val_loss: 0.0311868 | Time: 2612.58 ms
[2021-01-18 11:26:25 main:574] : INFO : Epoch 1610 | loss: 0.0311841 | val_loss: 0.0311858 | Time: 2598.27 ms
[2021-01-18 11:26:28 main:574] : INFO : Epoch 1611 | loss: 0.0311843 | val_loss: 0.0311864 | Time: 2597.63 ms
[2021-01-18 11:26:30 main:574] : INFO : Epoch 1612 | loss: 0.0311848 | val_loss: 0.0311861 | Time: 2602.34 ms
[2021-01-18 11:26:33 main:574] : INFO : Epoch 1613 | loss: 0.0311836 | val_loss: 0.031186 | Time: 2610.26 ms
[2021-01-18 11:26:36 main:574] : INFO : Epoch 1614 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 2614.66 ms
[2021-01-18 11:26:38 main:574] : INFO : Epoch 1615 | loss: 0.0311836 | val_loss: 0.0311866 | Time: 2607.81 ms
[2021-01-18 11:26:41 main:574] : INFO : Epoch 1616 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 2625.48 ms
[2021-01-18 11:26:44 main:574] : INFO : Epoch 1617 | loss: 0.0311835 | val_loss: 0.0311873 | Time: 2617.41 ms
[2021-01-18 11:26:46 main:574] : INFO : Epoch 1618 | loss: 0.0311856 | val_loss: 0.0311889 | Time: 2615.35 ms
[2021-01-18 11:26:49 main:574] : INFO : Epoch 1619 | loss: 0.0311877 | val_loss: 0.031188 | Time: 2605.95 ms
[2021-01-18 11:26:52 main:574] : INFO : Epoch 1620 | loss: 0.0311871 | val_loss: 0.0311953 | Time: 2603.15 ms
[2021-01-18 11:26:54 main:574] : INFO : Epoch 1621 | loss: 0.0311936 | val_loss: 0.0311891 | Time: 2597.1 ms
[2021-01-18 11:26:57 main:574] : INFO : Epoch 1622 | loss: 0.0311901 | val_loss: 0.031191 | Time: 2613.32 ms
[2021-01-18 11:27:00 main:574] : INFO : Epoch 1623 | loss: 0.0311875 | val_loss: 0.031192 | Time: 2602.2 ms
[2021-01-18 11:27:02 main:574] : INFO : Epoch 1624 | loss: 0.0311867 | val_loss: 0.0311885 | Time: 2612.48 ms
[2021-01-18 11:27:05 main:574] : INFO : Epoch 1625 | loss: 0.0311876 | val_loss: 0.0311925 | Time: 2598.39 ms
[2021-01-18 11:27:08 main:574] : INFO : Epoch 1626 | loss: 0.0311864 | val_loss: 0.0311879 | Time: 2602.59 ms
[2021-01-18 11:27:10 main:574] : INFO : Epoch 1627 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 2610.47 ms
[2021-01-18 11:27:13 main:574] : INFO : Epoch 1628 | loss: 0.0311836 | val_loss: 0.0311868 | Time: 2612.51 ms
[2021-01-18 11:27:16 main:574] : INFO : Epoch 1629 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2604.3 ms
[2021-01-18 11:27:18 main:574] : INFO : Epoch 1630 | loss: 0.0311825 | val_loss: 0.031186 | Time: 2595.79 ms
[2021-01-18 11:27:21 main:574] : INFO : Epoch 1631 | loss: 0.0311838 | val_loss: 0.0311888 | Time: 2590.19 ms
[2021-01-18 11:27:24 main:574] : INFO : Epoch 1632 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 2608.96 ms
[2021-01-18 11:27:26 main:574] : INFO : Epoch 1633 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2602.9 ms
[2021-01-18 11:27:29 main:574] : INFO : Epoch 1634 | loss: 0.0311847 | val_loss: 0.0311875 | Time: 2606.61 ms
[2021-01-18 11:27:32 main:574] : INFO : Epoch 1635 | loss: 0.0311847 | val_loss: 0.0311842 | Time: 2614.23 ms
[2021-01-18 11:27:34 main:574] : INFO : Epoch 1636 | loss: 0.0311841 | val_loss: 0.0311849 | Time: 2599.29 ms
[2021-01-18 11:27:37 main:574] : INFO : Epoch 1637 | loss: 0.0311821 | val_loss: 0.0311877 | Time: 2609.1 ms
[2021-01-18 11:27:40 main:574] : INFO : Epoch 1638 | loss: 0.0311824 | val_loss: 0.0311856 | Time: 2615.91 ms
[2021-01-18 11:27:43 main:574] : INFO : Epoch 1639 | loss: 0.0311819 | val_loss: 0.0311838 | Time: 2608.44 ms
[2021-01-18 11:27:45 main:574] : INFO : Epoch 1640 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 2623.8 ms
[2021-01-18 11:27:48 main:574] : INFO : Epoch 1641 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2614.76 ms
[2021-01-18 11:27:51 main:574] : INFO : Epoch 1642 | loss: 0.0311829 | val_loss: 0.0311837 | Time: 2612.73 ms
[2021-01-18 11:27:53 main:574] : INFO : Epoch 1643 | loss: 0.0311867 | val_loss: 0.0311877 | Time: 2622 ms
[2021-01-18 11:27:56 main:574] : INFO : Epoch 1644 | loss: 0.0311832 | val_loss: 0.0311833 | Time: 2592.06 ms
[2021-01-18 11:27:59 main:574] : INFO : Epoch 1645 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 2612.69 ms
[2021-01-18 11:28:01 main:574] : INFO : Epoch 1646 | loss: 0.0311814 | val_loss: 0.0311823 | Time: 2620.04 ms
[2021-01-18 11:28:04 main:574] : INFO : Epoch 1647 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 2617.31 ms
[2021-01-18 11:28:07 main:574] : INFO : Epoch 1648 | loss: 0.0311808 | val_loss: 0.0311847 | Time: 2624.03 ms
[2021-01-18 11:28:09 main:574] : INFO : Epoch 1649 | loss: 0.0311809 | val_loss: 0.0311862 | Time: 2592.67 ms
[2021-01-18 11:28:12 main:574] : INFO : Epoch 1650 | loss: 0.03118 | val_loss: 0.0311818 | Time: 2606.85 ms
[2021-01-18 11:28:15 main:574] : INFO : Epoch 1651 | loss: 0.0311797 | val_loss: 0.0311848 | Time: 2624.52 ms
[2021-01-18 11:28:17 main:574] : INFO : Epoch 1652 | loss: 0.0311814 | val_loss: 0.0311833 | Time: 2617.19 ms
[2021-01-18 11:28:20 main:574] : INFO : Epoch 1653 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 2602.72 ms
[2021-01-18 11:28:23 main:574] : INFO : Epoch 1654 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2604.12 ms
[2021-01-18 11:28:25 main:574] : INFO : Epoch 1655 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 2605.43 ms
[2021-01-18 11:28:28 main:574] : INFO : Epoch 1656 | loss: 0.0311805 | val_loss: 0.03118 | Time: 2600.79 ms
[2021-01-18 11:28:31 main:574] : INFO : Epoch 1657 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 2609.64 ms
[2021-01-18 11:28:33 main:574] : INFO : Epoch 1658 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 2625.54 ms
[2021-01-18 11:28:36 main:574] : INFO : Epoch 1659 | loss: 0.031182 | val_loss: 0.0311856 | Time: 2632.59 ms
[2021-01-18 11:28:39 main:574] : INFO : Epoch 1660 | loss: 0.0311816 | val_loss: 0.031184 | Time: 2602.52 ms
[2021-01-18 11:28:41 main:574] : INFO : Epoch 1661 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 2611.96 ms
[2021-01-18 11:28:44 main:574] : INFO : Epoch 1662 | loss: 0.0311796 | val_loss: 0.0311801 | Time: 2603.68 ms
[2021-01-18 11:28:47 main:574] : INFO : Epoch 1663 | loss: 0.0311811 | val_loss: 0.0311809 | Time: 2616.27 ms
[2021-01-18 11:28:49 main:574] : INFO : Epoch 1664 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 2605.56 ms
[2021-01-18 11:28:52 main:574] : INFO : Epoch 1665 | loss: 0.0311804 | val_loss: 0.0311777 | Time: 2601.18 ms
[2021-01-18 11:28:55 main:574] : INFO : Epoch 1666 | loss: 0.0311785 | val_loss: 0.0311779 | Time: 2626.66 ms
[2021-01-18 11:28:57 main:574] : INFO : Epoch 1667 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 2585.6 ms
[2021-01-18 11:29:00 main:574] : INFO : Epoch 1668 | loss: 0.0311766 | val_loss: 0.031177 | Time: 2619.66 ms
[2021-01-18 11:29:03 main:574] : INFO : Epoch 1669 | loss: 0.0311766 | val_loss: 0.0311828 | Time: 2622.35 ms
[2021-01-18 11:29:06 main:574] : INFO : Epoch 1670 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 2596.85 ms
[2021-01-18 11:29:08 main:574] : INFO : Epoch 1671 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 2611.05 ms
[2021-01-18 11:29:11 main:574] : INFO : Epoch 1672 | loss: 0.0311808 | val_loss: 0.0311782 | Time: 2613.55 ms
[2021-01-18 11:29:14 main:574] : INFO : Epoch 1673 | loss: 0.031179 | val_loss: 0.0311785 | Time: 2610.46 ms
[2021-01-18 11:29:16 main:574] : INFO : Epoch 1674 | loss: 0.0311792 | val_loss: 0.031178 | Time: 2590.21 ms
[2021-01-18 11:29:19 main:574] : INFO : Epoch 1675 | loss: 0.0311796 | val_loss: 0.0311766 | Time: 2597.23 ms
[2021-01-18 11:29:22 main:574] : INFO : Epoch 1676 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2601.63 ms
[2021-01-18 11:29:24 main:574] : INFO : Epoch 1677 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 2608.46 ms
[2021-01-18 11:29:27 main:574] : INFO : Epoch 1678 | loss: 0.031177 | val_loss: 0.0311773 | Time: 2614.89 ms
[2021-01-18 11:29:30 main:574] : INFO : Epoch 1679 | loss: 0.0311771 | val_loss: 0.0311758 | Time: 2601.5 ms
[2021-01-18 11:29:32 main:574] : INFO : Epoch 1680 | loss: 0.0311755 | val_loss: 0.0311775 | Time: 2611.19 ms
[2021-01-18 11:29:35 main:574] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.031177 | Time: 2609.85 ms
[2021-01-18 11:29:38 main:574] : INFO : Epoch 1682 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 2610.96 ms
[2021-01-18 11:29:40 main:574] : INFO : Epoch 1683 | loss: 0.0311747 | val_loss: 0.031175 | Time: 2600.95 ms
[2021-01-18 11:29:43 main:574] : INFO : Epoch 1684 | loss: 0.0311732 | val_loss: 0.031176 | Time: 2616.8 ms
[2021-01-18 11:29:46 main:574] : INFO : Epoch 1685 | loss: 0.0311735 | val_loss: 0.0311766 | Time: 2591.93 ms
[2021-01-18 11:29:48 main:574] : INFO : Epoch 1686 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2600.04 ms
[2021-01-18 11:29:51 main:574] : INFO : Epoch 1687 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 2611.47 ms
[2021-01-18 11:29:54 main:574] : INFO : Epoch 1688 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 2599.69 ms
[2021-01-18 11:29:56 main:574] : INFO : Epoch 1689 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 2603.57 ms
[2021-01-18 11:29:59 main:574] : INFO : Epoch 1690 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 2612.06 ms
[2021-01-18 11:30:02 main:574] : INFO : Epoch 1691 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 2589.34 ms
[2021-01-18 11:30:04 main:574] : INFO : Epoch 1692 | loss: 0.031177 | val_loss: 0.03119 | Time: 2609.1 ms
[2021-01-18 11:30:07 main:574] : INFO : Epoch 1693 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 2615.65 ms
[2021-01-18 11:30:10 main:574] : INFO : Epoch 1694 | loss: 0.0311794 | val_loss: 0.0311755 | Time: 2614.51 ms
[2021-01-18 11:30:12 main:574] : INFO : Epoch 1695 | loss: 0.0311776 | val_loss: 0.0311796 | Time: 2614.1 ms
[2021-01-18 11:30:15 main:574] : INFO : Epoch 1696 | loss: 0.0311783 | val_loss: 0.0311791 | Time: 2600.74 ms
[2021-01-18 11:30:18 main:574] : INFO : Epoch 1697 | loss: 0.0311791 | val_loss: 0.0311764 | Time: 2608.75 ms
[2021-01-18 11:30:20 main:574] : INFO : Epoch 1698 | loss: 0.0311785 | val_loss: 0.0311768 | Time: 2608.55 ms
[2021-01-18 11:30:23 main:574] : INFO : Epoch 1699 | loss: 0.0311772 | val_loss: 0.031179 | Time: 2592.28 ms
[2021-01-18 11:30:26 main:574] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311777 | Time: 2606.22 ms
[2021-01-18 11:30:28 main:574] : INFO : Epoch 1701 | loss: 0.0311798 | val_loss: 0.031175 | Time: 2615.32 ms
[2021-01-18 11:30:31 main:574] : INFO : Epoch 1702 | loss: 0.0311813 | val_loss: 0.0311798 | Time: 2624.22 ms
[2021-01-18 11:30:34 main:574] : INFO : Epoch 1703 | loss: 0.0311809 | val_loss: 0.0311769 | Time: 2618.16 ms
[2021-01-18 11:30:37 main:574] : INFO : Epoch 1704 | loss: 0.0311784 | val_loss: 0.0311916 | Time: 2616.15 ms
[2021-01-18 11:30:39 main:574] : INFO : Epoch 1705 | loss: 0.0311822 | val_loss: 0.0311776 | Time: 2607.32 ms
[2021-01-18 11:30:42 main:574] : INFO : Epoch 1706 | loss: 0.0311795 | val_loss: 0.0311769 | Time: 2595.2 ms
[2021-01-18 11:30:45 main:574] : INFO : Epoch 1707 | loss: 0.0311809 | val_loss: 0.0311846 | Time: 2614.6 ms
[2021-01-18 11:30:47 main:574] : INFO : Epoch 1708 | loss: 0.0311839 | val_loss: 0.0311775 | Time: 2614.34 ms
[2021-01-18 11:30:50 main:574] : INFO : Epoch 1709 | loss: 0.0311817 | val_loss: 0.0311776 | Time: 2605.14 ms
[2021-01-18 11:30:53 main:574] : INFO : Epoch 1710 | loss: 0.0311781 | val_loss: 0.0311742 | Time: 2613.2 ms
[2021-01-18 11:30:55 main:574] : INFO : Epoch 1711 | loss: 0.0311793 | val_loss: 0.0311813 | Time: 2616.47 ms
[2021-01-18 11:30:58 main:574] : INFO : Epoch 1712 | loss: 0.031185 | val_loss: 0.0311839 | Time: 2600.23 ms
[2021-01-18 11:31:01 main:574] : INFO : Epoch 1713 | loss: 0.0311863 | val_loss: 0.0311811 | Time: 2612.37 ms
[2021-01-18 11:31:03 main:574] : INFO : Epoch 1714 | loss: 0.0311838 | val_loss: 0.0311893 | Time: 2608.96 ms
[2021-01-18 11:31:06 main:574] : INFO : Epoch 1715 | loss: 0.0311884 | val_loss: 0.0311842 | Time: 2607.48 ms
[2021-01-18 11:31:09 main:574] : INFO : Epoch 1716 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 2592.45 ms
[2021-01-18 11:31:11 main:574] : INFO : Epoch 1717 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 2599.85 ms
[2021-01-18 11:31:14 main:574] : INFO : Epoch 1718 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 2608.45 ms
[2021-01-18 11:31:17 main:574] : INFO : Epoch 1719 | loss: 0.0311838 | val_loss: 0.031189 | Time: 2605.81 ms
[2021-01-18 11:31:19 main:574] : INFO : Epoch 1720 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 2606.99 ms
[2021-01-18 11:31:22 main:574] : INFO : Epoch 1721 | loss: 0.0311829 | val_loss: 0.0311812 | Time: 2616.76 ms
[2021-01-18 11:31:25 main:574] : INFO : Epoch 1722 | loss: 0.0311806 | val_loss: 0.0311802 | Time: 2613.3 ms
[2021-01-18 11:31:27 main:574] : INFO : Epoch 1723 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 2625.16 ms
[2021-01-18 11:31:30 main:574] : INFO : Epoch 1724 | loss: 0.0311819 | val_loss: 0.0311811 | Time: 2592.4 ms
[2021-01-18 11:31:33 main:574] : INFO : Epoch 1725 | loss: 0.0311836 | val_loss: 0.0311833 | Time: 2608.74 ms
[2021-01-18 11:31:35 main:574] : INFO : Epoch 1726 | loss: 0.0311871 | val_loss: 0.0311843 | Time: 2593.72 ms
[2021-01-18 11:31:38 main:574] : INFO : Epoch 1727 | loss: 0.0311923 | val_loss: 0.0311879 | Time: 2593.84 ms
[2021-01-18 11:31:41 main:574] : INFO : Epoch 1728 | loss: 0.0311919 | val_loss: 0.0311892 | Time: 2620.4 ms
[2021-01-18 11:31:44 main:574] : INFO : Epoch 1729 | loss: 0.0311901 | val_loss: 0.0311866 | Time: 2620.17 ms
[2021-01-18 11:31:46 main:574] : INFO : Epoch 1730 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 2607.6 ms
[2021-01-18 11:31:49 main:574] : INFO : Epoch 1731 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 2608.29 ms
[2021-01-18 11:31:52 main:574] : INFO : Epoch 1732 | loss: 0.0311871 | val_loss: 0.0311864 | Time: 2620.55 ms
[2021-01-18 11:31:54 main:574] : INFO : Epoch 1733 | loss: 0.0311859 | val_loss: 0.0311837 | Time: 2598.84 ms
[2021-01-18 11:31:57 main:574] : INFO : Epoch 1734 | loss: 0.0311862 | val_loss: 0.0311855 | Time: 2606.56 ms
[2021-01-18 11:32:00 main:574] : INFO : Epoch 1735 | loss: 0.0311846 | val_loss: 0.0311834 | Time: 2599.39 ms
[2021-01-18 11:32:02 main:574] : INFO : Epoch 1736 | loss: 0.0311852 | val_loss: 0.0311829 | Time: 2616.43 ms
[2021-01-18 11:32:05 main:574] : INFO : Epoch 1737 | loss: 0.0311839 | val_loss: 0.031183 | Time: 2607.97 ms
[2021-01-18 11:32:08 main:574] : INFO : Epoch 1738 | loss: 0.0311836 | val_loss: 0.0311817 | Time: 2623.55 ms
[2021-01-18 11:32:10 main:574] : INFO : Epoch 1739 | loss: 0.0311828 | val_loss: 0.0311804 | Time: 2602.81 ms
[2021-01-18 11:32:13 main:574] : INFO : Epoch 1740 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 2598.41 ms
[2021-01-18 11:32:16 main:574] : INFO : Epoch 1741 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 2607.06 ms
[2021-01-18 11:32:18 main:574] : INFO : Epoch 1742 | loss: 0.0311863 | val_loss: 0.0311827 | Time: 2617.95 ms
[2021-01-18 11:32:21 main:574] : INFO : Epoch 1743 | loss: 0.031184 | val_loss: 0.0311851 | Time: 2605.37 ms
[2021-01-18 11:32:24 main:574] : INFO : Epoch 1744 | loss: 0.031184 | val_loss: 0.0311827 | Time: 2616.17 ms
[2021-01-18 11:32:26 main:574] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311813 | Time: 2602.14 ms
[2021-01-18 11:32:29 main:574] : INFO : Epoch 1746 | loss: 0.0311841 | val_loss: 0.0311836 | Time: 2603.79 ms
[2021-01-18 11:32:32 main:574] : INFO : Epoch 1747 | loss: 0.0311849 | val_loss: 0.0311818 | Time: 2605.76 ms
[2021-01-18 11:32:34 main:574] : INFO : Epoch 1748 | loss: 0.0311827 | val_loss: 0.0311812 | Time: 2600.09 ms
[2021-01-18 11:32:37 main:574] : INFO : Epoch 1749 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 2611.11 ms
[2021-01-18 11:32:40 main:574] : INFO : Epoch 1750 | loss: 0.0311822 | val_loss: 0.0311826 | Time: 2604.72 ms
[2021-01-18 11:32:42 main:574] : INFO : Epoch 1751 | loss: 0.0311838 | val_loss: 0.0311808 | Time: 2595.18 ms
[2021-01-18 11:32:45 main:574] : INFO : Epoch 1752 | loss: 0.031184 | val_loss: 0.0311806 | Time: 2617.23 ms
[2021-01-18 11:32:48 main:574] : INFO : Epoch 1753 | loss: 0.031185 | val_loss: 0.0311818 | Time: 2610.02 ms
[2021-01-18 11:32:51 main:574] : INFO : Epoch 1754 | loss: 0.0311828 | val_loss: 0.0311801 | Time: 2610.88 ms
[2021-01-18 11:32:53 main:574] : INFO : Epoch 1755 | loss: 0.0311824 | val_loss: 0.03118 | Time: 2603.97 ms
[2021-01-18 11:32:56 main:574] : INFO : Epoch 1756 | loss: 0.0311834 | val_loss: 0.0311878 | Time: 2594.22 ms
[2021-01-18 11:32:59 main:574] : INFO : Epoch 1757 | loss: 0.0311863 | val_loss: 0.0311824 | Time: 2606.16 ms
[2021-01-18 11:33:01 main:574] : INFO : Epoch 1758 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 2617.22 ms
[2021-01-18 11:33:04 main:574] : INFO : Epoch 1759 | loss: 0.031188 | val_loss: 0.031189 | Time: 2620.59 ms
[2021-01-18 11:33:07 main:574] : INFO : Epoch 1760 | loss: 0.0311863 | val_loss: 0.031186 | Time: 2598.02 ms
[2021-01-18 11:33:09 main:574] : INFO : Epoch 1761 | loss: 0.0311849 | val_loss: 0.0311846 | Time: 2601.61 ms
[2021-01-18 11:33:12 main:574] : INFO : Epoch 1762 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 2604.71 ms
[2021-01-18 11:33:15 main:574] : INFO : Epoch 1763 | loss: 0.0311842 | val_loss: 0.0311829 | Time: 2616.26 ms
[2021-01-18 11:33:17 main:574] : INFO : Epoch 1764 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 2619.89 ms
[2021-01-18 11:33:20 main:574] : INFO : Epoch 1765 | loss: 0.0311833 | val_loss: 0.031181 | Time: 2605.36 ms
[2021-01-18 11:33:23 main:574] : INFO : Epoch 1766 | loss: 0.0311829 | val_loss: 0.0311802 | Time: 2610.01 ms
[2021-01-18 11:33:25 main:574] : INFO : Epoch 1767 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 2619.9 ms
[2021-01-18 11:33:28 main:574] : INFO : Epoch 1768 | loss: 0.0311838 | val_loss: 0.0311818 | Time: 2606.98 ms
[2021-01-18 11:33:31 main:574] : INFO : Epoch 1769 | loss: 0.031184 | val_loss: 0.0311802 | Time: 2596.11 ms
[2021-01-18 11:33:33 main:574] : INFO : Epoch 1770 | loss: 0.0311824 | val_loss: 0.0311818 | Time: 2616.82 ms
[2021-01-18 11:33:36 main:574] : INFO : Epoch 1771 | loss: 0.0311826 | val_loss: 0.0311812 | Time: 2618.03 ms
[2021-01-18 11:33:39 main:574] : INFO : Epoch 1772 | loss: 0.0311826 | val_loss: 0.0311805 | Time: 2611.11 ms
[2021-01-18 11:33:41 main:574] : INFO : Epoch 1773 | loss: 0.0311841 | val_loss: 0.0311804 | Time: 2620.72 ms
[2021-01-18 11:33:44 main:574] : INFO : Epoch 1774 | loss: 0.0311823 | val_loss: 0.0311796 | Time: 2599.35 ms
[2021-01-18 11:33:47 main:574] : INFO : Epoch 1775 | loss: 0.0311827 | val_loss: 0.0311789 | Time: 2610.06 ms
[2021-01-18 11:33:50 main:574] : INFO : Epoch 1776 | loss: 0.0311822 | val_loss: 0.0311797 | Time: 2617.91 ms
[2021-01-18 11:33:52 main:574] : INFO : Epoch 1777 | loss: 0.0311843 | val_loss: 0.0311803 | Time: 2596.82 ms
[2021-01-18 11:33:55 main:574] : INFO : Epoch 1778 | loss: 0.0311845 | val_loss: 0.0311872 | Time: 2613.12 ms
[2021-01-18 11:33:58 main:574] : INFO : Epoch 1779 | loss: 0.0311848 | val_loss: 0.0311798 | Time: 2607.9 ms
[2021-01-18 11:34:00 main:574] : INFO : Epoch 1780 | loss: 0.0311806 | val_loss: 0.0311806 | Time: 2609.96 ms
[2021-01-18 11:34:03 main:574] : INFO : Epoch 1781 | loss: 0.0311843 | val_loss: 0.0311808 | Time: 2606.45 ms
[2021-01-18 11:34:06 main:574] : INFO : Epoch 1782 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 2602.23 ms
[2021-01-18 11:34:08 main:574] : INFO : Epoch 1783 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 2593.55 ms
[2021-01-18 11:34:11 main:574] : INFO : Epoch 1784 | loss: 0.0311834 | val_loss: 0.0311804 | Time: 2628.59 ms
[2021-01-18 11:34:14 main:574] : INFO : Epoch 1785 | loss: 0.0311821 | val_loss: 0.0311813 | Time: 2604.8 ms
[2021-01-18 11:34:16 main:574] : INFO : Epoch 1786 | loss: 0.031186 | val_loss: 0.031185 | Time: 2601.44 ms
[2021-01-18 11:34:19 main:574] : INFO : Epoch 1787 | loss: 0.0311841 | val_loss: 0.0311827 | Time: 2601.42 ms
[2021-01-18 11:34:22 main:574] : INFO : Epoch 1788 | loss: 0.031186 | val_loss: 0.031185 | Time: 2621.58 ms
[2021-01-18 11:34:24 main:574] : INFO : Epoch 1789 | loss: 0.0311874 | val_loss: 0.0311858 | Time: 2617.48 ms
[2021-01-18 11:34:27 main:574] : INFO : Epoch 1790 | loss: 0.0311895 | val_loss: 0.0311792 | Time: 2606.62 ms
[2021-01-18 11:34:30 main:574] : INFO : Epoch 1791 | loss: 0.0311855 | val_loss: 0.0311806 | Time: 2593.89 ms
[2021-01-18 11:34:32 main:574] : INFO : Epoch 1792 | loss: 0.0311868 | val_loss: 0.031187 | Time: 2590.87 ms
[2021-01-18 11:34:35 main:574] : INFO : Epoch 1793 | loss: 0.0311865 | val_loss: 0.0311795 | Time: 2599.8 ms
[2021-01-18 11:34:38 main:574] : INFO : Epoch 1794 | loss: 0.0311838 | val_loss: 0.0311784 | Time: 2621.28 ms
[2021-01-18 11:34:40 main:574] : INFO : Epoch 1795 | loss: 0.0311834 | val_loss: 0.0311844 | Time: 2619.69 ms
[2021-01-18 11:34:43 main:574] : INFO : Epoch 1796 | loss: 0.0311837 | val_loss: 0.0311808 | Time: 2596.5 ms
[2021-01-18 11:34:46 main:574] : INFO : Epoch 1797 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 2607.78 ms
[2021-01-18 11:34:48 main:574] : INFO : Epoch 1798 | loss: 0.0311855 | val_loss: 0.0311816 | Time: 2606.53 ms
[2021-01-18 11:34:51 main:574] : INFO : Epoch 1799 | loss: 0.0311866 | val_loss: 0.0311918 | Time: 2600.71 ms
[2021-01-18 11:34:54 main:574] : INFO : Epoch 1800 | loss: 0.031186 | val_loss: 0.0311858 | Time: 2604.52 ms
[2021-01-18 11:34:56 main:574] : INFO : Epoch 1801 | loss: 0.0311858 | val_loss: 0.0311865 | Time: 2604.37 ms
[2021-01-18 11:34:59 main:574] : INFO : Epoch 1802 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 2626.8 ms
[2021-01-18 11:35:02 main:574] : INFO : Epoch 1803 | loss: 0.0311857 | val_loss: 0.0311801 | Time: 2598.85 ms
[2021-01-18 11:35:04 main:574] : INFO : Epoch 1804 | loss: 0.0311817 | val_loss: 0.0311788 | Time: 2609.05 ms
[2021-01-18 11:35:07 main:574] : INFO : Epoch 1805 | loss: 0.0311832 | val_loss: 0.0311796 | Time: 2603.45 ms
[2021-01-18 11:35:10 main:574] : INFO : Epoch 1806 | loss: 0.031183 | val_loss: 0.031183 | Time: 2619.08 ms
[2021-01-18 11:35:12 main:574] : INFO : Epoch 1807 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 2600.93 ms
[2021-01-18 11:35:15 main:574] : INFO : Epoch 1808 | loss: 0.0311815 | val_loss: 0.0311796 | Time: 2593.77 ms
[2021-01-18 11:35:18 main:574] : INFO : Epoch 1809 | loss: 0.0311823 | val_loss: 0.0311828 | Time: 2612.37 ms
[2021-01-18 11:35:20 main:574] : INFO : Epoch 1810 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 2612.44 ms
[2021-01-18 11:35:23 main:574] : INFO : Epoch 1811 | loss: 0.0311845 | val_loss: 0.0311817 | Time: 2611.04 ms
[2021-01-18 11:35:26 main:574] : INFO : Epoch 1812 | loss: 0.0311834 | val_loss: 0.031177 | Time: 2605.98 ms
[2021-01-18 11:35:28 main:574] : INFO : Epoch 1813 | loss: 0.0311823 | val_loss: 0.0311817 | Time: 2594.71 ms
[2021-01-18 11:35:31 main:574] : INFO : Epoch 1814 | loss: 0.031184 | val_loss: 0.0311772 | Time: 2602.97 ms
[2021-01-18 11:35:34 main:574] : INFO : Epoch 1815 | loss: 0.0311872 | val_loss: 0.0311828 | Time: 2613.26 ms
[2021-01-18 11:35:36 main:574] : INFO : Epoch 1816 | loss: 0.0311852 | val_loss: 0.0311872 | Time: 2588.92 ms
[2021-01-18 11:35:39 main:574] : INFO : Epoch 1817 | loss: 0.0311841 | val_loss: 0.031178 | Time: 2615.86 ms
[2021-01-18 11:35:42 main:574] : INFO : Epoch 1818 | loss: 0.0311804 | val_loss: 0.0311756 | Time: 2611.9 ms
[2021-01-18 11:35:44 main:574] : INFO : Epoch 1819 | loss: 0.0311838 | val_loss: 0.0312001 | Time: 2591.82 ms
[2021-01-18 11:35:47 main:574] : INFO : Epoch 1820 | loss: 0.0311854 | val_loss: 0.0311828 | Time: 2636.02 ms
[2021-01-18 11:35:50 main:574] : INFO : Epoch 1821 | loss: 0.0311801 | val_loss: 0.031179 | Time: 2616.03 ms
[2021-01-18 11:35:53 main:574] : INFO : Epoch 1822 | loss: 0.0311802 | val_loss: 0.0311766 | Time: 2625.4 ms
[2021-01-18 11:35:55 main:574] : INFO : Epoch 1823 | loss: 0.0311797 | val_loss: 0.0311772 | Time: 2617.67 ms
[2021-01-18 11:35:58 main:574] : INFO : Epoch 1824 | loss: 0.0311796 | val_loss: 0.0311766 | Time: 2615.71 ms
[2021-01-18 11:36:01 main:574] : INFO : Epoch 1825 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 2609.78 ms
[2021-01-18 11:36:03 main:574] : INFO : Epoch 1826 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 2628.82 ms
[2021-01-18 11:36:06 main:574] : INFO : Epoch 1827 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 2603.4 ms
[2021-01-18 11:36:09 main:574] : INFO : Epoch 1828 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 2615.85 ms
[2021-01-18 11:36:11 main:574] : INFO : Epoch 1829 | loss: 0.0311912 | val_loss: 0.0311918 | Time: 2597.33 ms
[2021-01-18 11:36:14 main:574] : INFO : Epoch 1830 | loss: 0.0311902 | val_loss: 0.0311918 | Time: 2609.12 ms
[2021-01-18 11:36:17 main:574] : INFO : Epoch 1831 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 2601.99 ms
[2021-01-18 11:36:19 main:574] : INFO : Epoch 1832 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 2591.15 ms
[2021-01-18 11:36:22 main:574] : INFO : Epoch 1833 | loss: 0.0311861 | val_loss: 0.0311843 | Time: 2612.82 ms
[2021-01-18 11:36:25 main:574] : INFO : Epoch 1834 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 2610.09 ms
[2021-01-18 11:36:27 main:574] : INFO : Epoch 1835 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2613.15 ms
[2021-01-18 11:36:30 main:574] : INFO : Epoch 1836 | loss: 0.0311926 | val_loss: 0.0311921 | Time: 2617.69 ms
[2021-01-18 11:36:33 main:574] : INFO : Epoch 1837 | loss: 0.0311932 | val_loss: 0.03119 | Time: 2592.42 ms
[2021-01-18 11:36:36 main:574] : INFO : Epoch 1838 | loss: 0.0311928 | val_loss: 0.03119 | Time: 2605.83 ms
[2021-01-18 11:36:38 main:574] : INFO : Epoch 1839 | loss: 0.0311918 | val_loss: 0.0311884 | Time: 2611.67 ms
[2021-01-18 11:36:41 main:574] : INFO : Epoch 1840 | loss: 0.0311917 | val_loss: 0.0311876 | Time: 2612.46 ms
[2021-01-18 11:36:44 main:574] : INFO : Epoch 1841 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 2620.9 ms
[2021-01-18 11:36:46 main:574] : INFO : Epoch 1842 | loss: 0.0311936 | val_loss: 0.0311894 | Time: 2608.22 ms
[2021-01-18 11:36:49 main:574] : INFO : Epoch 1843 | loss: 0.0311904 | val_loss: 0.0311924 | Time: 2598.67 ms
[2021-01-18 11:36:52 main:574] : INFO : Epoch 1844 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 2629.9 ms
[2021-01-18 11:36:54 main:574] : INFO : Epoch 1845 | loss: 0.0311928 | val_loss: 0.0311948 | Time: 2604.04 ms
[2021-01-18 11:36:57 main:574] : INFO : Epoch 1846 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 2610.43 ms
[2021-01-18 11:37:00 main:574] : INFO : Epoch 1847 | loss: 0.0311893 | val_loss: 0.0311893 | Time: 2594.13 ms
[2021-01-18 11:37:02 main:574] : INFO : Epoch 1848 | loss: 0.0311893 | val_loss: 0.03119 | Time: 2615.62 ms
[2021-01-18 11:37:05 main:574] : INFO : Epoch 1849 | loss: 0.0311892 | val_loss: 0.031188 | Time: 2602.48 ms
[2021-01-18 11:37:08 main:574] : INFO : Epoch 1850 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 2607.14 ms
[2021-01-18 11:37:11 main:574] : INFO : Epoch 1851 | loss: 0.0311912 | val_loss: 0.0311887 | Time: 2634.11 ms
[2021-01-18 11:37:13 main:574] : INFO : Epoch 1852 | loss: 0.0311917 | val_loss: 0.0311882 | Time: 2617.08 ms
[2021-01-18 11:37:16 main:574] : INFO : Epoch 1853 | loss: 0.031188 | val_loss: 0.0311872 | Time: 2598.89 ms
[2021-01-18 11:37:19 main:574] : INFO : Epoch 1854 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 2589.09 ms
[2021-01-18 11:37:21 main:574] : INFO : Epoch 1855 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 2602.09 ms
[2021-01-18 11:37:24 main:574] : INFO : Epoch 1856 | loss: 0.0311882 | val_loss: 0.0311857 | Time: 2606.86 ms
[2021-01-18 11:37:27 main:574] : INFO : Epoch 1857 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 2601.96 ms
[2021-01-18 11:37:29 main:574] : INFO : Epoch 1858 | loss: 0.03119 | val_loss: 0.0311942 | Time: 2614.68 ms
[2021-01-18 11:37:32 main:574] : INFO : Epoch 1859 | loss: 0.0311884 | val_loss: 0.0311915 | Time: 2603.3 ms
[2021-01-18 11:37:35 main:574] : INFO : Epoch 1860 | loss: 0.0311885 | val_loss: 0.0311867 | Time: 2607.43 ms
[2021-01-18 11:37:37 main:574] : INFO : Epoch 1861 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 2621.52 ms
[2021-01-18 11:37:40 main:574] : INFO : Epoch 1862 | loss: 0.0311876 | val_loss: 0.0311873 | Time: 2622.54 ms
[2021-01-18 11:37:43 main:574] : INFO : Epoch 1863 | loss: 0.0311871 | val_loss: 0.0311858 | Time: 2600.8 ms
[2021-01-18 11:37:46 main:574] : INFO : Epoch 1864 | loss: 0.031187 | val_loss: 0.0311923 | Time: 2630.18 ms
[2021-01-18 11:37:48 main:574] : INFO : Epoch 1865 | loss: 0.0311935 | val_loss: 0.0311882 | Time: 2612.81 ms
[2021-01-18 11:37:51 main:574] : INFO : Epoch 1866 | loss: 0.0311936 | val_loss: 0.0311875 | Time: 2593.8 ms
[2021-01-18 11:37:54 main:574] : INFO : Epoch 1867 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 2610.66 ms
[2021-01-18 11:37:56 main:574] : INFO : Epoch 1868 | loss: 0.0311876 | val_loss: 0.0311967 | Time: 2607.35 ms
[2021-01-18 11:37:59 main:574] : INFO : Epoch 1869 | loss: 0.031189 | val_loss: 0.0311881 | Time: 2613.63 ms
[2021-01-18 11:38:02 main:574] : INFO : Epoch 1870 | loss: 0.031188 | val_loss: 0.031188 | Time: 2598.03 ms
[2021-01-18 11:38:04 main:574] : INFO : Epoch 1871 | loss: 0.0311864 | val_loss: 0.031189 | Time: 2595.55 ms
[2021-01-18 11:38:07 main:574] : INFO : Epoch 1872 | loss: 0.0311861 | val_loss: 0.0311864 | Time: 2621.65 ms
[2021-01-18 11:38:10 main:574] : INFO : Epoch 1873 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 2604.87 ms
[2021-01-18 11:38:12 main:574] : INFO : Epoch 1874 | loss: 0.0311847 | val_loss: 0.0311861 | Time: 2605.03 ms
[2021-01-18 11:38:15 main:574] : INFO : Epoch 1875 | loss: 0.0311845 | val_loss: 0.031186 | Time: 2608.22 ms
[2021-01-18 11:38:18 main:574] : INFO : Epoch 1876 | loss: 0.0311869 | val_loss: 0.0311878 | Time: 2601.39 ms
[2021-01-18 11:38:20 main:574] : INFO : Epoch 1877 | loss: 0.0311868 | val_loss: 0.0311903 | Time: 2591.74 ms
[2021-01-18 11:38:23 main:574] : INFO : Epoch 1878 | loss: 0.0311872 | val_loss: 0.0311864 | Time: 2625.11 ms
[2021-01-18 11:38:26 main:574] : INFO : Epoch 1879 | loss: 0.0311855 | val_loss: 0.0311887 | Time: 2607.89 ms
[2021-01-18 11:38:29 main:574] : INFO : Epoch 1880 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 2618.18 ms
[2021-01-18 11:38:31 main:574] : INFO : Epoch 1881 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 2603.46 ms
[2021-01-18 11:38:34 main:574] : INFO : Epoch 1882 | loss: 0.0311889 | val_loss: 0.0311868 | Time: 2629.82 ms
[2021-01-18 11:38:37 main:574] : INFO : Epoch 1883 | loss: 0.0311858 | val_loss: 0.0311879 | Time: 2619.57 ms
[2021-01-18 11:38:39 main:574] : INFO : Epoch 1884 | loss: 0.031185 | val_loss: 0.0311875 | Time: 2601.41 ms
[2021-01-18 11:38:42 main:574] : INFO : Epoch 1885 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 2605.89 ms
[2021-01-18 11:38:45 main:574] : INFO : Epoch 1886 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2612.59 ms
[2021-01-18 11:38:47 main:574] : INFO : Epoch 1887 | loss: 0.0311875 | val_loss: 0.031189 | Time: 2618.01 ms
[2021-01-18 11:38:50 main:574] : INFO : Epoch 1888 | loss: 0.031185 | val_loss: 0.0311891 | Time: 2617.39 ms
[2021-01-18 11:38:53 main:574] : INFO : Epoch 1889 | loss: 0.0311865 | val_loss: 0.0311901 | Time: 2597.96 ms
[2021-01-18 11:38:55 main:574] : INFO : Epoch 1890 | loss: 0.0311868 | val_loss: 0.0311927 | Time: 2617.56 ms
[2021-01-18 11:38:58 main:574] : INFO : Epoch 1891 | loss: 0.0311869 | val_loss: 0.031188 | Time: 2602.5 ms
[2021-01-18 11:39:01 main:574] : INFO : Epoch 1892 | loss: 0.031189 | val_loss: 0.0311926 | Time: 2604.21 ms
[2021-01-18 11:39:03 main:574] : INFO : Epoch 1893 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 2612.3 ms
[2021-01-18 11:39:06 main:574] : INFO : Epoch 1894 | loss: 0.0311878 | val_loss: 0.0311911 | Time: 2604.82 ms
[2021-01-18 11:39:09 main:574] : INFO : Epoch 1895 | loss: 0.0311869 | val_loss: 0.0311905 | Time: 2620.23 ms
[2021-01-18 11:39:11 main:574] : INFO : Epoch 1896 | loss: 0.0311874 | val_loss: 0.0311913 | Time: 2609.18 ms
[2021-01-18 11:39:14 main:574] : INFO : Epoch 1897 | loss: 0.0311883 | val_loss: 0.0311897 | Time: 2581.71 ms
[2021-01-18 11:39:17 main:574] : INFO : Epoch 1898 | loss: 0.0311871 | val_loss: 0.0312002 | Time: 2587.53 ms
[2021-01-18 11:39:19 main:574] : INFO : Epoch 1899 | loss: 0.0311939 | val_loss: 0.031193 | Time: 2589.17 ms
[2021-01-18 11:39:22 main:574] : INFO : Epoch 1900 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 2616.49 ms
[2021-01-18 11:39:25 main:574] : INFO : Epoch 1901 | loss: 0.0311854 | val_loss: 0.0311885 | Time: 2604.78 ms
[2021-01-18 11:39:28 main:574] : INFO : Epoch 1902 | loss: 0.0311854 | val_loss: 0.0311923 | Time: 2602.77 ms
[2021-01-18 11:39:30 main:574] : INFO : Epoch 1903 | loss: 0.0311861 | val_loss: 0.0311905 | Time: 2616.96 ms
[2021-01-18 11:39:33 main:574] : INFO : Epoch 1904 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 2619.45 ms
[2021-01-18 11:39:36 main:574] : INFO : Epoch 1905 | loss: 0.0311847 | val_loss: 0.0311895 | Time: 2601.77 ms
[2021-01-18 11:39:38 main:574] : INFO : Epoch 1906 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 2603.72 ms
[2021-01-18 11:39:41 main:574] : INFO : Epoch 1907 | loss: 0.0311842 | val_loss: 0.0311901 | Time: 2607.18 ms
[2021-01-18 11:39:44 main:574] : INFO : Epoch 1908 | loss: 0.0311847 | val_loss: 0.031189 | Time: 2605.42 ms
[2021-01-18 11:39:46 main:574] : INFO : Epoch 1909 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 2622.56 ms
[2021-01-18 11:39:49 main:574] : INFO : Epoch 1910 | loss: 0.031185 | val_loss: 0.0312016 | Time: 2605.19 ms
[2021-01-18 11:39:52 main:574] : INFO : Epoch 1911 | loss: 0.0311886 | val_loss: 0.0311903 | Time: 2602.45 ms
[2021-01-18 11:39:54 main:574] : INFO : Epoch 1912 | loss: 0.0311924 | val_loss: 0.0311912 | Time: 2598.09 ms
[2021-01-18 11:39:57 main:574] : INFO : Epoch 1913 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 2597.3 ms
[2021-01-18 11:40:00 main:574] : INFO : Epoch 1914 | loss: 0.031186 | val_loss: 0.0311895 | Time: 2613.43 ms
[2021-01-18 11:40:02 main:574] : INFO : Epoch 1915 | loss: 0.0311883 | val_loss: 0.0311892 | Time: 2587.72 ms
[2021-01-18 11:40:05 main:574] : INFO : Epoch 1916 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 2609.71 ms
[2021-01-18 11:40:08 main:574] : INFO : Epoch 1917 | loss: 0.0311889 | val_loss: 0.0311898 | Time: 2601.77 ms
[2021-01-18 11:40:10 main:574] : INFO : Epoch 1918 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 2599.01 ms
[2021-01-18 11:40:13 main:574] : INFO : Epoch 1919 | loss: 0.0311915 | val_loss: 0.0311997 | Time: 2604.11 ms
[2021-01-18 11:40:16 main:574] : INFO : Epoch 1920 | loss: 0.0311945 | val_loss: 0.031191 | Time: 2603.83 ms
[2021-01-18 11:40:18 main:574] : INFO : Epoch 1921 | loss: 0.0311889 | val_loss: 0.0311883 | Time: 2592.17 ms
[2021-01-18 11:40:21 main:574] : INFO : Epoch 1922 | loss: 0.0311867 | val_loss: 0.03119 | Time: 2598.04 ms
[2021-01-18 11:40:24 main:574] : INFO : Epoch 1923 | loss: 0.0311874 | val_loss: 0.031189 | Time: 2600.52 ms
[2021-01-18 11:40:26 main:574] : INFO : Epoch 1924 | loss: 0.0311877 | val_loss: 0.0311921 | Time: 2612.47 ms
[2021-01-18 11:40:29 main:574] : INFO : Epoch 1925 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 2618.5 ms
[2021-01-18 11:40:32 main:574] : INFO : Epoch 1926 | loss: 0.0311868 | val_loss: 0.0311885 | Time: 2599.69 ms
[2021-01-18 11:40:35 main:574] : INFO : Epoch 1927 | loss: 0.031191 | val_loss: 0.0311919 | Time: 2620.31 ms
[2021-01-18 11:40:37 main:574] : INFO : Epoch 1928 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 2609.71 ms
[2021-01-18 11:40:40 main:574] : INFO : Epoch 1929 | loss: 0.0311878 | val_loss: 0.0311955 | Time: 2615.61 ms
[2021-01-18 11:40:43 main:574] : INFO : Epoch 1930 | loss: 0.031189 | val_loss: 0.0311937 | Time: 2612.09 ms
[2021-01-18 11:40:45 main:574] : INFO : Epoch 1931 | loss: 0.0311865 | val_loss: 0.0311897 | Time: 2566.83 ms
[2021-01-18 11:40:48 main:574] : INFO : Epoch 1932 | loss: 0.031185 | val_loss: 0.0311906 | Time: 2612.87 ms
[2021-01-18 11:40:51 main:574] : INFO : Epoch 1933 | loss: 0.0311881 | val_loss: 0.0311957 | Time: 2597.51 ms
[2021-01-18 11:40:53 main:574] : INFO : Epoch 1934 | loss: 0.0311887 | val_loss: 0.031192 | Time: 2606.01 ms
[2021-01-18 11:40:56 main:574] : INFO : Epoch 1935 | loss: 0.031188 | val_loss: 0.0311959 | Time: 2627.32 ms
[2021-01-18 11:40:59 main:574] : INFO : Epoch 1936 | loss: 0.0311853 | val_loss: 0.0311935 | Time: 2599.69 ms
[2021-01-18 11:41:01 main:574] : INFO : Epoch 1937 | loss: 0.031185 | val_loss: 0.0311921 | Time: 2606.35 ms
[2021-01-18 11:41:04 main:574] : INFO : Epoch 1938 | loss: 0.0311873 | val_loss: 0.0311963 | Time: 2626.09 ms
[2021-01-18 11:41:07 main:574] : INFO : Epoch 1939 | loss: 0.0311857 | val_loss: 0.031193 | Time: 2598.64 ms
[2021-01-18 11:41:09 main:574] : INFO : Epoch 1940 | loss: 0.0311865 | val_loss: 0.0311924 | Time: 2610.73 ms
[2021-01-18 11:41:12 main:574] : INFO : Epoch 1941 | loss: 0.0311856 | val_loss: 0.0311928 | Time: 2601.45 ms
[2021-01-18 11:41:15 main:574] : INFO : Epoch 1942 | loss: 0.0311873 | val_loss: 0.0311935 | Time: 2600.89 ms
[2021-01-18 11:41:17 main:574] : INFO : Epoch 1943 | loss: 0.0311871 | val_loss: 0.0311905 | Time: 2605.44 ms
[2021-01-18 11:41:20 main:574] : INFO : Epoch 1944 | loss: 0.0311863 | val_loss: 0.0311907 | Time: 2592.83 ms
[2021-01-18 11:41:23 main:574] : INFO : Epoch 1945 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 2603.35 ms
[2021-01-18 11:41:25 main:574] : INFO : Epoch 1946 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 2623.35 ms
[2021-01-18 11:41:28 main:574] : INFO : Epoch 1947 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 2593.1 ms
[2021-01-18 11:41:31 main:574] : INFO : Epoch 1948 | loss: 0.0311826 | val_loss: 0.0311901 | Time: 2605.16 ms
[2021-01-18 11:41:33 main:574] : INFO : Epoch 1949 | loss: 0.0311859 | val_loss: 0.0311941 | Time: 2592.79 ms
[2021-01-18 11:41:36 main:574] : INFO : Epoch 1950 | loss: 0.0311839 | val_loss: 0.0311902 | Time: 2596.64 ms
[2021-01-18 11:41:39 main:574] : INFO : Epoch 1951 | loss: 0.0311837 | val_loss: 0.0311893 | Time: 2610.39 ms
[2021-01-18 11:41:41 main:574] : INFO : Epoch 1952 | loss: 0.031185 | val_loss: 0.0311905 | Time: 2617.35 ms
[2021-01-18 11:41:44 main:574] : INFO : Epoch 1953 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 2600.04 ms
[2021-01-18 11:41:47 main:574] : INFO : Epoch 1954 | loss: 0.0311838 | val_loss: 0.0311887 | Time: 2597.16 ms
[2021-01-18 11:41:50 main:574] : INFO : Epoch 1955 | loss: 0.0311824 | val_loss: 0.0311915 | Time: 2605.42 ms
[2021-01-18 11:41:52 main:574] : INFO : Epoch 1956 | loss: 0.0311824 | val_loss: 0.0311908 | Time: 2636.05 ms
[2021-01-18 11:41:55 main:574] : INFO : Epoch 1957 | loss: 0.0311818 | val_loss: 0.0311909 | Time: 2601.25 ms
[2021-01-18 11:41:58 main:574] : INFO : Epoch 1958 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 2608.22 ms
[2021-01-18 11:42:00 main:574] : INFO : Epoch 1959 | loss: 0.0311811 | val_loss: 0.0311881 | Time: 2619.51 ms
[2021-01-18 11:42:03 main:574] : INFO : Epoch 1960 | loss: 0.0311815 | val_loss: 0.0311909 | Time: 2610.39 ms
[2021-01-18 11:42:06 main:574] : INFO : Epoch 1961 | loss: 0.031194 | val_loss: 0.0312068 | Time: 2619.22 ms
[2021-01-18 11:42:08 main:574] : INFO : Epoch 1962 | loss: 0.0312025 | val_loss: 0.0312014 | Time: 2613.75 ms
[2021-01-18 11:42:11 main:574] : INFO : Epoch 1963 | loss: 0.0312001 | val_loss: 0.0312071 | Time: 2603.68 ms
[2021-01-18 11:42:14 main:574] : INFO : Epoch 1964 | loss: 0.0312015 | val_loss: 0.0312032 | Time: 2606.68 ms
[2021-01-18 11:42:16 main:574] : INFO : Epoch 1965 | loss: 0.0311999 | val_loss: 0.0312021 | Time: 2620.4 ms
[2021-01-18 11:42:19 main:574] : INFO : Epoch 1966 | loss: 0.0311987 | val_loss: 0.031201 | Time: 2614.59 ms
[2021-01-18 11:42:22 main:574] : INFO : Epoch 1967 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 2610.03 ms
[2021-01-18 11:42:24 main:574] : INFO : Epoch 1968 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 2605.03 ms
[2021-01-18 11:42:27 main:574] : INFO : Epoch 1969 | loss: 0.0311976 | val_loss: 0.0312002 | Time: 2602.48 ms
[2021-01-18 11:42:30 main:574] : INFO : Epoch 1970 | loss: 0.0311972 | val_loss: 0.0312008 | Time: 2617.33 ms
[2021-01-18 11:42:33 main:574] : INFO : Epoch 1971 | loss: 0.0311973 | val_loss: 0.0312004 | Time: 2616.61 ms
[2021-01-18 11:42:35 main:574] : INFO : Epoch 1972 | loss: 0.0311964 | val_loss: 0.0312041 | Time: 2602.56 ms
[2021-01-18 11:42:38 main:574] : INFO : Epoch 1973 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 2585.07 ms
[2021-01-18 11:42:41 main:574] : INFO : Epoch 1974 | loss: 0.0311987 | val_loss: 0.0312006 | Time: 2618.42 ms
[2021-01-18 11:42:43 main:574] : INFO : Epoch 1975 | loss: 0.0311969 | val_loss: 0.0312035 | Time: 2607.02 ms
[2021-01-18 11:42:46 main:574] : INFO : Epoch 1976 | loss: 0.0311986 | val_loss: 0.0312028 | Time: 2617.81 ms
[2021-01-18 11:42:49 main:574] : INFO : Epoch 1977 | loss: 0.0311966 | val_loss: 0.0312007 | Time: 2602.27 ms
[2021-01-18 11:42:51 main:574] : INFO : Epoch 1978 | loss: 0.0311949 | val_loss: 0.0312007 | Time: 2594.4 ms
[2021-01-18 11:42:54 main:574] : INFO : Epoch 1979 | loss: 0.0311955 | val_loss: 0.0312034 | Time: 2608.5 ms
[2021-01-18 11:42:57 main:574] : INFO : Epoch 1980 | loss: 0.0311948 | val_loss: 0.0312007 | Time: 2602.07 ms
[2021-01-18 11:42:59 main:574] : INFO : Epoch 1981 | loss: 0.0311934 | val_loss: 0.0312002 | Time: 2598.46 ms
[2021-01-18 11:43:02 main:574] : INFO : Epoch 1982 | loss: 0.0311939 | val_loss: 0.0312 | Time: 2603.24 ms
[2021-01-18 11:43:05 main:574] : INFO : Epoch 1983 | loss: 0.0311939 | val_loss: 0.0312001 | Time: 2608.24 ms
[2021-01-18 11:43:07 main:574] : INFO : Epoch 1984 | loss: 0.0311957 | val_loss: 0.031201 | Time: 2596.08 ms
[2021-01-18 11:43:10 main:574] : INFO : Epoch 1985 | loss: 0.031195 | val_loss: 0.0312066 | Time: 2607.76 ms
[2021-01-18 11:43:13 main:574] : INFO : Epoch 1986 | loss: 0.0311956 | val_loss: 0.0311999 | Time: 2606.76 ms
[2021-01-18 11:43:15 main:574] : INFO : Epoch 1987 | loss: 0.0311941 | val_loss: 0.031203 | Time: 2602.29 ms
[2021-01-18 11:43:18 main:574] : INFO : Epoch 1988 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 2612.62 ms
[2021-01-18 11:43:21 main:574] : INFO : Epoch 1989 | loss: 0.0311919 | val_loss: 0.0312023 | Time: 2612.19 ms
[2021-01-18 11:43:23 main:574] : INFO : Epoch 1990 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 2615.7 ms
[2021-01-18 11:43:26 main:574] : INFO : Epoch 1991 | loss: 0.0311926 | val_loss: 0.0311995 | Time: 2609.37 ms
[2021-01-18 11:43:29 main:574] : INFO : Epoch 1992 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2602.72 ms
[2021-01-18 11:43:31 main:574] : INFO : Epoch 1993 | loss: 0.0311929 | val_loss: 0.031199 | Time: 2612.84 ms
[2021-01-18 11:43:34 main:574] : INFO : Epoch 1994 | loss: 0.0311943 | val_loss: 0.031199 | Time: 2620.56 ms
[2021-01-18 11:43:37 main:574] : INFO : Epoch 1995 | loss: 0.0311951 | val_loss: 0.0312021 | Time: 2618.79 ms
[2021-01-18 11:43:40 main:574] : INFO : Epoch 1996 | loss: 0.0311959 | val_loss: 0.0311987 | Time: 2612.34 ms
[2021-01-18 11:43:42 main:574] : INFO : Epoch 1997 | loss: 0.0311941 | val_loss: 0.0312081 | Time: 2628.99 ms
[2021-01-18 11:43:45 main:574] : INFO : Epoch 1998 | loss: 0.0311932 | val_loss: 0.0311985 | Time: 2618.17 ms
[2021-01-18 11:43:48 main:574] : INFO : Epoch 1999 | loss: 0.0311937 | val_loss: 0.0312014 | Time: 2579.23 ms
[2021-01-18 11:43:50 main:574] : INFO : Epoch 2000 | loss: 0.0311925 | val_loss: 0.0311994 | Time: 2613.99 ms
[2021-01-18 11:43:53 main:574] : INFO : Epoch 2001 | loss: 0.0311954 | val_loss: 0.0312059 | Time: 2600.53 ms
[2021-01-18 11:43:56 main:574] : INFO : Epoch 2002 | loss: 0.031197 | val_loss: 0.0312 | Time: 2616.67 ms
[2021-01-18 11:43:58 main:574] : INFO : Epoch 2003 | loss: 0.0311935 | val_loss: 0.0312027 | Time: 2599.2 ms
[2021-01-18 11:44:01 main:574] : INFO : Epoch 2004 | loss: 0.0311945 | val_loss: 0.0312018 | Time: 2613.85 ms
[2021-01-18 11:44:04 main:574] : INFO : Epoch 2005 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 2594.9 ms
[2021-01-18 11:44:06 main:574] : INFO : Epoch 2006 | loss: 0.0311932 | val_loss: 0.0311997 | Time: 2594.47 ms
[2021-01-18 11:44:09 main:574] : INFO : Epoch 2007 | loss: 0.0311936 | val_loss: 0.0312015 | Time: 2602.54 ms
[2021-01-18 11:44:12 main:574] : INFO : Epoch 2008 | loss: 0.0311973 | val_loss: 0.0312028 | Time: 2598.52 ms
[2021-01-18 11:44:14 main:574] : INFO : Epoch 2009 | loss: 0.0311988 | val_loss: 0.0312058 | Time: 2616.49 ms
[2021-01-18 11:44:17 main:574] : INFO : Epoch 2010 | loss: 0.0312006 | val_loss: 0.0312091 | Time: 2617.72 ms
[2021-01-18 11:44:20 main:574] : INFO : Epoch 2011 | loss: 0.0311989 | val_loss: 0.031204 | Time: 2611.43 ms
[2021-01-18 11:44:22 main:574] : INFO : Epoch 2012 | loss: 0.0311985 | val_loss: 0.0312037 | Time: 2619.26 ms
[2021-01-18 11:44:25 main:574] : INFO : Epoch 2013 | loss: 0.031198 | val_loss: 0.0312051 | Time: 2603.28 ms
[2021-01-18 11:44:28 main:574] : INFO : Epoch 2014 | loss: 0.0311972 | val_loss: 0.0312029 | Time: 2612.06 ms
[2021-01-18 11:44:30 main:574] : INFO : Epoch 2015 | loss: 0.0311984 | val_loss: 0.0312043 | Time: 2622.31 ms
[2021-01-18 11:44:33 main:574] : INFO : Epoch 2016 | loss: 0.0312011 | val_loss: 0.031204 | Time: 2624.09 ms
[2021-01-18 11:44:36 main:574] : INFO : Epoch 2017 | loss: 0.0311997 | val_loss: 0.0312021 | Time: 2587.81 ms
[2021-01-18 11:44:38 main:574] : INFO : Epoch 2018 | loss: 0.031201 | val_loss: 0.0312111 | Time: 2604.36 ms
[2021-01-18 11:44:41 main:574] : INFO : Epoch 2019 | loss: 0.0312039 | val_loss: 0.0312059 | Time: 2610.96 ms
[2021-01-18 11:44:44 main:574] : INFO : Epoch 2020 | loss: 0.0311998 | val_loss: 0.0312038 | Time: 2611.18 ms
[2021-01-18 11:44:47 main:574] : INFO : Epoch 2021 | loss: 0.0311987 | val_loss: 0.0312036 | Time: 2613.62 ms
[2021-01-18 11:44:49 main:574] : INFO : Epoch 2022 | loss: 0.0311998 | val_loss: 0.0312026 | Time: 2607.27 ms
[2021-01-18 11:44:52 main:574] : INFO : Epoch 2023 | loss: 0.031197 | val_loss: 0.0312029 | Time: 2613.42 ms
[2021-01-18 11:44:55 main:574] : INFO : Epoch 2024 | loss: 0.0311978 | val_loss: 0.0312097 | Time: 2590.92 ms
[2021-01-18 11:44:57 main:574] : INFO : Epoch 2025 | loss: 0.0311993 | val_loss: 0.0312014 | Time: 2606.79 ms
[2021-01-18 11:45:00 main:574] : INFO : Epoch 2026 | loss: 0.0311972 | val_loss: 0.0312037 | Time: 2608.17 ms
[2021-01-18 11:45:03 main:574] : INFO : Epoch 2027 | loss: 0.0311971 | val_loss: 0.0312012 | Time: 2609.56 ms
[2021-01-18 11:45:05 main:574] : INFO : Epoch 2028 | loss: 0.0311957 | val_loss: 0.0312028 | Time: 2586.36 ms
[2021-01-18 11:45:08 main:574] : INFO : Epoch 2029 | loss: 0.0311964 | val_loss: 0.0312097 | Time: 2600.22 ms
[2021-01-18 11:45:11 main:574] : INFO : Epoch 2030 | loss: 0.0311991 | val_loss: 0.0312033 | Time: 2622.49 ms
[2021-01-18 11:45:13 main:574] : INFO : Epoch 2031 | loss: 0.0311966 | val_loss: 0.0312025 | Time: 2612.14 ms
[2021-01-18 11:45:16 main:574] : INFO : Epoch 2032 | loss: 0.0311969 | val_loss: 0.0312038 | Time: 2612.44 ms
[2021-01-18 11:45:19 main:574] : INFO : Epoch 2033 | loss: 0.031195 | val_loss: 0.0312066 | Time: 2600.09 ms
[2021-01-18 11:45:21 main:574] : INFO : Epoch 2034 | loss: 0.0312018 | val_loss: 0.0312108 | Time: 2600.95 ms
[2021-01-18 11:45:24 main:574] : INFO : Epoch 2035 | loss: 0.0311973 | val_loss: 0.0312014 | Time: 2600.49 ms
[2021-01-18 11:45:27 main:574] : INFO : Epoch 2036 | loss: 0.0311945 | val_loss: 0.0312039 | Time: 2603.15 ms
[2021-01-18 11:45:29 main:574] : INFO : Epoch 2037 | loss: 0.0311951 | val_loss: 0.0312066 | Time: 2609.4 ms
[2021-01-18 11:45:32 main:574] : INFO : Epoch 2038 | loss: 0.0311969 | val_loss: 0.031201 | Time: 2605.66 ms
[2021-01-18 11:45:35 main:574] : INFO : Epoch 2039 | loss: 0.0311961 | val_loss: 0.0312029 | Time: 2616.36 ms
[2021-01-18 11:45:37 main:574] : INFO : Epoch 2040 | loss: 0.0311954 | val_loss: 0.0312003 | Time: 2619.11 ms
[2021-01-18 11:45:40 main:574] : INFO : Epoch 2041 | loss: 0.0311947 | val_loss: 0.0312006 | Time: 2606.61 ms
[2021-01-18 11:45:43 main:574] : INFO : Epoch 2042 | loss: 0.0311942 | val_loss: 0.0312009 | Time: 2612.91 ms
[2021-01-18 11:45:46 main:574] : INFO : Epoch 2043 | loss: 0.0311949 | val_loss: 0.0311996 | Time: 2597.04 ms
[2021-01-18 11:45:48 main:574] : INFO : Epoch 2044 | loss: 0.0311949 | val_loss: 0.0312021 | Time: 2596.03 ms
[2021-01-18 11:45:51 main:574] : INFO : Epoch 2045 | loss: 0.0311978 | val_loss: 0.0312033 | Time: 2616.06 ms
[2021-01-18 11:45:54 main:574] : INFO : Epoch 2046 | loss: 0.0311949 | val_loss: 0.0312003 | Time: 2608.24 ms
[2021-01-18 11:45:56 main:574] : INFO : Epoch 2047 | loss: 0.0311945 | val_loss: 0.031201 | Time: 2613.12 ms
[2021-01-18 11:45:59 main:574] : INFO : Epoch 2048 | loss: 0.031196 | val_loss: 0.0312035 | Time: 2606.1 ms
[2021-01-18 11:45:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312035
[2021-01-18 11:45:59 main:603] : INFO : Saving end state to config to file
[2021-01-18 11:45:59 main:608] : INFO : Success, exiting..
11:45:59 (3956): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)