Task 7679709
| Name | ParityModified-1631730677-4486-2_0 |
| Workunit | 5328502 |
| Created | 28 Sep 2021, 17:42:00 UTC |
| Sent | 7 Oct 2021, 20:13:43 UTC |
| Report deadline | 14 Oct 2021, 20:13:43 UTC |
| Received | 14 Oct 2021, 1:58:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 54 min 26 sec |
| CPU time | 1 hours 45 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 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: 0.0312041 | val_loss: 0.0311925 | Time: 3327.77 ms [2021-10-14 02:24:38 main:574] : INFO : Epoch 1543 | loss: 0.0311943 | val_loss: 0.0311918 | Time: 3388.28 ms [2021-10-14 02:24:42 main:574] : INFO : Epoch 1544 | loss: 0.0311957 | val_loss: 0.0312003 | Time: 3399.22 ms [2021-10-14 02:24:45 main:574] : INFO : Epoch 1545 | loss: 0.0311945 | val_loss: 0.031193 | Time: 3592.05 ms [2021-10-14 02:24:49 main:574] : INFO : Epoch 1546 | loss: 0.031193 | val_loss: 0.0311909 | Time: 3778.92 ms [2021-10-14 02:24:53 main:574] : INFO : Epoch 1547 | loss: 0.0311913 | val_loss: 0.0311986 | Time: 3729.49 ms [2021-10-14 02:24:56 main:574] : INFO : Epoch 1548 | loss: 0.0311943 | val_loss: 0.0311903 | Time: 3340.12 ms [2021-10-14 02:25:00 main:574] : INFO : Epoch 1549 | loss: 0.031192 | val_loss: 0.0311919 | Time: 3452.1 ms [2021-10-14 02:25:03 main:574] : INFO : Epoch 1550 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 3625.26 ms [2021-10-14 02:25:07 main:574] : INFO : Epoch 1551 | loss: 0.0311922 | val_loss: 0.0311908 | Time: 3193.54 ms [2021-10-14 02:25:10 main:574] : INFO : Epoch 1552 | loss: 0.0311921 | val_loss: 0.031193 | Time: 3442.05 ms [2021-10-14 02:25:13 main:574] : INFO : Epoch 1553 | loss: 0.0311912 | val_loss: 0.0311904 | Time: 3365.66 ms [2021-10-14 02:25:17 main:574] : INFO : Epoch 1554 | loss: 0.0311935 | val_loss: 0.0312071 | Time: 3148.61 ms [2021-10-14 02:25:20 main:574] : INFO : Epoch 1555 | loss: 0.0311991 | val_loss: 0.0311898 | Time: 3369.87 ms [2021-10-14 02:25:23 main:574] : INFO : Epoch 1556 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 3416.03 ms [2021-10-14 02:25:27 main:574] : INFO : Epoch 1557 | loss: 0.0311892 | val_loss: 0.0311889 | Time: 3218.46 ms [2021-10-14 02:25:30 main:574] : INFO : Epoch 1558 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 3242.51 ms [2021-10-14 02:25:33 main:574] : INFO : Epoch 1559 | loss: 0.0311876 | val_loss: 0.0311907 | Time: 3366.22 ms [2021-10-14 02:25:36 main:574] : INFO : Epoch 1560 | loss: 0.0311934 | val_loss: 0.0311943 | Time: 3286.13 ms [2021-10-14 02:25:40 main:574] : INFO : Epoch 1561 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 3254.22 ms [2021-10-14 02:25:43 main:574] : INFO : Epoch 1562 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 3280.54 ms [2021-10-14 02:25:46 main:574] : INFO : Epoch 1563 | loss: 0.0311862 | val_loss: 0.0311878 | Time: 3277.24 ms [2021-10-14 02:25:50 main:574] : INFO : Epoch 1564 | loss: 0.0311869 | val_loss: 0.0311913 | Time: 3250.24 ms [2021-10-14 02:25:53 main:574] : INFO : Epoch 1565 | loss: 0.0311929 | val_loss: 0.0311958 | Time: 3353.53 ms [2021-10-14 02:25:56 main:574] : INFO : Epoch 1566 | loss: 0.0311895 | val_loss: 0.0311881 | Time: 3312.28 ms [2021-10-14 02:26:00 main:574] : INFO : Epoch 1567 | loss: 0.0311868 | val_loss: 0.0311976 | Time: 3398.97 ms [2021-10-14 02:26:03 main:574] : INFO : Epoch 1568 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 3291.13 ms [2021-10-14 02:26:06 main:574] : INFO : Epoch 1569 | loss: 0.0311879 | val_loss: 0.0311903 | Time: 3288.92 ms [2021-10-14 02:26:09 main:574] : INFO : Epoch 1570 | loss: 0.0311868 | val_loss: 0.0311886 | Time: 3167.5 ms [2021-10-14 02:26:13 main:574] : INFO : Epoch 1571 | loss: 0.0311858 | val_loss: 0.0311902 | Time: 3342.61 ms [2021-10-14 02:26:16 main:574] : INFO : Epoch 1572 | loss: 0.0311884 | val_loss: 0.031187 | Time: 3433.33 ms [2021-10-14 02:26:19 main:574] : INFO : Epoch 1573 | loss: 0.0311954 | val_loss: 0.0311923 | Time: 3192.38 ms [2021-10-14 02:26:23 main:574] : INFO : Epoch 1574 | loss: 0.0312044 | val_loss: 0.0312126 | Time: 3412.73 ms [2021-10-14 02:26:26 main:574] : INFO : Epoch 1575 | loss: 0.031198 | val_loss: 0.0311956 | Time: 3459.07 ms [2021-10-14 02:26:30 main:574] : INFO : Epoch 1576 | loss: 0.0311984 | val_loss: 0.0311931 | Time: 3242.74 ms [2021-10-14 02:26:33 main:574] : INFO : Epoch 1577 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 3456.5 ms [2021-10-14 02:26:36 main:574] : INFO : Epoch 1578 | loss: 0.031189 | val_loss: 0.0311904 | Time: 3326.79 ms [2021-10-14 02:26:40 main:574] : INFO : Epoch 1579 | loss: 0.0311892 | val_loss: 0.0311893 | Time: 3209.07 ms [2021-10-14 02:26:43 main:574] : INFO : Epoch 1580 | loss: 0.0311976 | val_loss: 0.0311942 | Time: 3503.67 ms [2021-10-14 02:26:47 main:574] : INFO : Epoch 1581 | loss: 0.0311926 | val_loss: 0.0311883 | Time: 3404.98 ms [2021-10-14 02:26:50 main:574] : INFO : Epoch 1582 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 3352.59 ms [2021-10-14 02:26:53 main:574] : INFO : Epoch 1583 | loss: 0.0311846 | val_loss: 0.0311871 | Time: 3307.56 ms [2021-10-14 02:26:57 main:574] : INFO : Epoch 1584 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 3329.69 ms [2021-10-14 02:27:00 main:574] : INFO : Epoch 1585 | loss: 0.0311839 | val_loss: 0.0311858 | Time: 3237.28 ms [2021-10-14 02:27:03 main:574] : INFO : Epoch 1586 | loss: 0.0311875 | val_loss: 0.0311978 | Time: 3341.36 ms [2021-10-14 02:27:07 main:574] : INFO : Epoch 1587 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 3299.01 ms [2021-10-14 02:27:10 main:574] : INFO : Epoch 1588 | loss: 0.0311913 | val_loss: 0.0311887 | Time: 3349.19 ms [2021-10-14 02:27:13 main:574] : INFO : Epoch 1589 | loss: 0.0311889 | val_loss: 0.0311873 | Time: 3335.44 ms [2021-10-14 02:27:17 main:574] : INFO : Epoch 1590 | loss: 0.0311885 | val_loss: 0.0311918 | Time: 3332.31 ms [2021-10-14 02:27:20 main:574] : INFO : Epoch 1591 | loss: 0.031188 | val_loss: 0.0311873 | Time: 3131.35 ms [2021-10-14 02:27:23 main:574] : INFO : Epoch 1592 | loss: 0.0311861 | val_loss: 0.031189 | Time: 3331.37 ms [2021-10-14 02:27:26 main:574] : INFO : Epoch 1593 | loss: 0.0311861 | val_loss: 0.031187 | Time: 3297.13 ms [2021-10-14 02:27:30 main:574] : INFO : Epoch 1594 | loss: 0.0311845 | val_loss: 0.0311921 | Time: 3232.01 ms [2021-10-14 02:27:33 main:574] : INFO : Epoch 1595 | loss: 0.0311869 | val_loss: 0.0311865 | Time: 3276.94 ms [2021-10-14 02:27:36 main:574] : INFO : Epoch 1596 | loss: 0.0311839 | val_loss: 0.0311862 | Time: 3437.26 ms [2021-10-14 02:27:40 main:574] : INFO : Epoch 1597 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 3272.95 ms [2021-10-14 02:27:43 main:574] : INFO : Epoch 1598 | loss: 0.031184 | val_loss: 0.0311851 | Time: 3279.64 ms [2021-10-14 02:27:46 main:574] : INFO : Epoch 1599 | loss: 0.0311838 | val_loss: 0.0311854 | Time: 3413.09 ms [2021-10-14 02:27:50 main:574] : INFO : Epoch 1600 | loss: 0.0311838 | val_loss: 0.0311856 | Time: 3180.88 ms [2021-10-14 02:27:53 main:574] : INFO : Epoch 1601 | loss: 0.0311888 | val_loss: 0.0311903 | Time: 3247.01 ms [2021-10-14 02:27:56 main:574] : INFO : Epoch 1602 | loss: 0.0311959 | val_loss: 0.0311985 | Time: 3395.17 ms [2021-10-14 02:28:00 main:574] : INFO : Epoch 1603 | loss: 0.0311975 | val_loss: 0.0311973 | Time: 3239.72 ms [2021-10-14 02:28:03 main:574] : INFO : Epoch 1604 | loss: 0.0311988 | val_loss: 0.031198 | Time: 3249.41 ms [2021-10-14 02:28:06 main:574] : INFO : Epoch 1605 | loss: 0.0311995 | val_loss: 0.0311975 | Time: 3371.11 ms [2021-10-14 02:28:10 main:574] : INFO : Epoch 1606 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 3391.07 ms [2021-10-14 02:28:13 main:574] : INFO : Epoch 1607 | loss: 0.0311979 | val_loss: 0.0311967 | Time: 3232.64 ms [2021-10-14 02:28:16 main:574] : INFO : Epoch 1608 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 3612.9 ms [2021-10-14 02:28:20 main:574] : INFO : Epoch 1609 | loss: 0.0311918 | val_loss: 0.0311929 | Time: 3291.85 ms [2021-10-14 02:28:23 main:574] : INFO : Epoch 1610 | loss: 0.0311912 | val_loss: 0.0311922 | Time: 3500.38 ms [2021-10-14 02:28:27 main:574] : INFO : Epoch 1611 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 3422.38 ms [2021-10-14 02:28:31 main:574] : INFO : Epoch 1612 | loss: 0.0311899 | val_loss: 0.0311914 | Time: 4475.53 ms [2021-10-14 02:28:35 main:574] : INFO : Epoch 1613 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 3979.61 ms [2021-10-14 02:28:40 main:574] : INFO : Epoch 1614 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 4483.13 ms [2021-10-14 02:29:26 main:574] : INFO : Epoch 1615 | loss: 0.0311889 | val_loss: 0.0311915 | Time: 46254.1 ms [2021-10-14 02:29:29 main:574] : INFO : Epoch 1616 | loss: 0.0311895 | val_loss: 0.031195 | Time: 3375.85 ms [2021-10-14 02:29:33 main:574] : INFO : Epoch 1617 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 3237.8 ms [2021-10-14 02:29:36 main:574] : INFO : Epoch 1618 | loss: 0.031189 | val_loss: 0.031191 | Time: 3336.29 ms [2021-10-14 02:29:39 main:574] : INFO : Epoch 1619 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 3347.05 ms [2021-10-14 02:29:43 main:574] : INFO : Epoch 1620 | loss: 0.0311879 | val_loss: 0.0311905 | Time: 3292.24 ms [2021-10-14 02:29:46 main:574] : INFO : Epoch 1621 | loss: 0.0311885 | val_loss: 0.0311959 | Time: 3301.37 ms [2021-10-14 02:29:49 main:574] : INFO : Epoch 1622 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 3352.64 ms [2021-10-14 02:29:52 main:574] : INFO : Epoch 1623 | loss: 0.0311875 | val_loss: 0.0311896 | Time: 3255.76 ms [2021-10-14 02:29:57 main:574] : INFO : Epoch 1624 | loss: 0.031186 | val_loss: 0.031191 | Time: 4289.42 ms [2021-10-14 02:30:00 main:574] : INFO : Epoch 1625 | loss: 0.031186 | val_loss: 0.031189 | Time: 3382.44 ms [2021-10-14 02:30:04 main:574] : INFO : Epoch 1626 | loss: 0.0311867 | val_loss: 0.0311901 | Time: 3316.34 ms [2021-10-14 02:30:07 main:574] : INFO : Epoch 1627 | loss: 0.0311864 | val_loss: 0.03119 | Time: 3452.52 ms [2021-10-14 02:30:10 main:574] : INFO : Epoch 1628 | loss: 0.0311853 | val_loss: 0.0311893 | Time: 3220.25 ms [2021-10-14 02:30:13 main:574] : INFO : Epoch 1629 | loss: 0.0311856 | val_loss: 0.0311882 | Time: 3255.08 ms [2021-10-14 02:30:17 main:574] : INFO : Epoch 1630 | loss: 0.031185 | val_loss: 0.031189 | Time: 3324.63 ms [2021-10-14 02:30:20 main:574] : INFO : Epoch 1631 | loss: 0.0311848 | val_loss: 0.0311888 | Time: 3325.1 ms [2021-10-14 02:30:23 main:574] : INFO : Epoch 1632 | loss: 0.0311861 | val_loss: 0.0311932 | Time: 3099.06 ms [2021-10-14 02:30:27 main:574] : INFO : Epoch 1633 | loss: 0.0311885 | val_loss: 0.0311908 | Time: 3294.22 ms [2021-10-14 02:30:30 main:574] : INFO : Epoch 1634 | loss: 0.0311865 | val_loss: 0.0311881 | Time: 3272.12 ms [2021-10-14 02:30:33 main:574] : INFO : Epoch 1635 | loss: 0.0311856 | val_loss: 0.0311886 | Time: 3105.39 ms [2021-10-14 02:30:36 main:574] : INFO : Epoch 1636 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 3269.62 ms [2021-10-14 02:30:40 main:574] : INFO : Epoch 1637 | loss: 0.0311884 | val_loss: 0.0311962 | Time: 3383.47 ms [2021-10-14 02:30:43 main:574] : INFO : Epoch 1638 | loss: 0.0311876 | val_loss: 0.0311896 | Time: 3298.04 ms [2021-10-14 02:30:46 main:574] : INFO : Epoch 1639 | loss: 0.0311852 | val_loss: 0.0311891 | Time: 3231.64 ms [2021-10-14 02:30:50 main:574] : INFO : Epoch 1640 | loss: 0.0311846 | val_loss: 0.0311888 | Time: 3340.71 ms [2021-10-14 02:30:53 main:574] : INFO : Epoch 1641 | loss: 0.0311849 | val_loss: 0.0311905 | Time: 3268.09 ms [2021-10-14 02:30:56 main:574] : INFO : Epoch 1642 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 3172.45 ms [2021-10-14 02:30:59 main:574] : INFO : Epoch 1643 | loss: 0.0311851 | val_loss: 0.0311874 | Time: 3320.32 ms [2021-10-14 02:31:03 main:574] : INFO : Epoch 1644 | loss: 0.0311843 | val_loss: 0.0311883 | Time: 3226.69 ms [2021-10-14 02:31:06 main:574] : INFO : Epoch 1645 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 3145.07 ms [2021-10-14 02:31:09 main:574] : INFO : Epoch 1646 | loss: 0.0311856 | val_loss: 0.031188 | Time: 3242.23 ms [2021-10-14 02:31:12 main:574] : INFO : Epoch 1647 | loss: 0.0311844 | val_loss: 0.0311962 | Time: 3341.98 ms [2021-10-14 02:31:16 main:574] : INFO : Epoch 1648 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 3238.67 ms [2021-10-14 02:31:19 main:574] : INFO : Epoch 1649 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 3325.12 ms [2021-10-14 02:31:22 main:574] : INFO : Epoch 1650 | loss: 0.0311835 | val_loss: 0.0311869 | Time: 3287.42 ms [2021-10-14 02:31:25 main:574] : INFO : Epoch 1651 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 3257.5 ms [2021-10-14 02:31:29 main:574] : INFO : Epoch 1652 | loss: 0.0311827 | val_loss: 0.0311866 | Time: 3137.64 ms [2021-10-14 02:31:32 main:574] : INFO : Epoch 1653 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 3346.1 ms [2021-10-14 02:31:35 main:574] : INFO : Epoch 1654 | loss: 0.0311832 | val_loss: 0.0311891 | Time: 3333.55 ms [2021-10-14 02:31:39 main:574] : INFO : Epoch 1655 | loss: 0.0311836 | val_loss: 0.0311911 | Time: 3207.13 ms [2021-10-14 02:31:42 main:574] : INFO : Epoch 1656 | loss: 0.0311832 | val_loss: 0.0311869 | Time: 3304.62 ms [2021-10-14 02:31:45 main:574] : INFO : Epoch 1657 | loss: 0.0311861 | val_loss: 0.0311912 | Time: 3516.15 ms [2021-10-14 02:31:49 main:574] : INFO : Epoch 1658 | loss: 0.0311869 | val_loss: 0.0311906 | Time: 3166.71 ms [2021-10-14 02:31:52 main:574] : INFO : Epoch 1659 | loss: 0.0311868 | val_loss: 0.0311859 | Time: 3356.03 ms [2021-10-14 02:31:55 main:574] : INFO : Epoch 1660 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 3455.2 ms [2021-10-14 02:31:59 main:574] : INFO : Epoch 1661 | loss: 0.031183 | val_loss: 0.0311862 | Time: 3214.66 ms [2021-10-14 02:32:02 main:574] : INFO : Epoch 1662 | loss: 0.0311826 | val_loss: 0.0311854 | Time: 3416.25 ms [2021-10-14 02:32:05 main:574] : INFO : Epoch 1663 | loss: 0.0311824 | val_loss: 0.0311858 | Time: 3393.4 ms [2021-10-14 02:32:09 main:574] : INFO : Epoch 1664 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 3091.91 ms [2021-10-14 02:32:12 main:574] : INFO : Epoch 1665 | loss: 0.0311828 | val_loss: 0.0311857 | Time: 3283.9 ms [2021-10-14 02:32:15 main:574] : INFO : Epoch 1666 | loss: 0.0311842 | val_loss: 0.0311898 | Time: 3359.69 ms [2021-10-14 02:32:18 main:574] : INFO : Epoch 1667 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 3219.51 ms [2021-10-14 02:32:22 main:574] : INFO : Epoch 1668 | loss: 0.0311813 | val_loss: 0.0311857 | Time: 3302.02 ms [2021-10-14 02:32:25 main:574] : INFO : Epoch 1669 | loss: 0.0311824 | val_loss: 0.031186 | Time: 3596.17 ms [2021-10-14 02:32:29 main:574] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311886 | Time: 3308.55 ms [2021-10-14 02:32:32 main:574] : INFO : Epoch 1671 | loss: 0.0311826 | val_loss: 0.0311862 | Time: 3349.51 ms [2021-10-14 02:32:35 main:574] : INFO : Epoch 1672 | loss: 0.031184 | val_loss: 0.0311937 | Time: 3321.86 ms [2021-10-14 02:32:39 main:574] : INFO : Epoch 1673 | loss: 0.0311835 | val_loss: 0.0311859 | Time: 3198.1 ms [2021-10-14 02:32:42 main:574] : INFO : Epoch 1674 | loss: 0.0311839 | val_loss: 0.0311867 | Time: 3256.54 ms [2021-10-14 02:32:45 main:574] : INFO : Epoch 1675 | loss: 0.0311827 | val_loss: 0.0311877 | Time: 3388.89 ms [2021-10-14 02:32:49 main:574] : INFO : Epoch 1676 | loss: 0.031182 | val_loss: 0.0311897 | Time: 3269.38 ms [2021-10-14 02:32:52 main:574] : INFO : Epoch 1677 | loss: 0.0311861 | val_loss: 0.0311911 | Time: 3278.66 ms [2021-10-14 02:32:55 main:574] : INFO : Epoch 1678 | loss: 0.0311828 | val_loss: 0.0311885 | Time: 3368.13 ms [2021-10-14 02:32:59 main:574] : INFO : Epoch 1679 | loss: 0.0311834 | val_loss: 0.0311945 | Time: 3380.3 ms [2021-10-14 02:33:02 main:574] : INFO : Epoch 1680 | loss: 0.0311851 | val_loss: 0.0311871 | Time: 3356.99 ms [2021-10-14 02:33:05 main:574] : INFO : Epoch 1681 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 3378.91 ms [2021-10-14 02:33:09 main:574] : INFO : Epoch 1682 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 3303.28 ms [2021-10-14 02:33:12 main:574] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311869 | Time: 3360.95 ms [2021-10-14 02:33:16 main:574] : INFO : Epoch 1684 | loss: 0.0311806 | val_loss: 0.0311872 | Time: 3442.47 ms [2021-10-14 02:33:19 main:574] : INFO : Epoch 1685 | loss: 0.0311812 | val_loss: 0.0311871 | Time: 3330.4 ms [2021-10-14 02:33:22 main:574] : INFO : Epoch 1686 | loss: 0.0311809 | val_loss: 0.0311863 | Time: 3370.6 ms [2021-10-14 02:33:26 main:574] : INFO : Epoch 1687 | loss: 0.0311811 | val_loss: 0.0311874 | Time: 3360.18 ms [2021-10-14 02:33:29 main:574] : INFO : Epoch 1688 | loss: 0.031182 | val_loss: 0.0311927 | Time: 3446.27 ms [2021-10-14 02:33:32 main:574] : INFO : Epoch 1689 | loss: 0.0311848 | val_loss: 0.0311882 | Time: 3395.7 ms [2021-10-14 02:33:36 main:574] : INFO : Epoch 1690 | loss: 0.0311818 | val_loss: 0.0311852 | Time: 3466.14 ms [2021-10-14 02:33:39 main:574] : INFO : Epoch 1691 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 3132.62 ms [2021-10-14 02:33:42 main:574] : INFO : Epoch 1692 | loss: 0.0311809 | val_loss: 0.031185 | Time: 3385.7 ms [2021-10-14 02:33:46 main:574] : INFO : Epoch 1693 | loss: 0.03118 | val_loss: 0.0311848 | Time: 3281.51 ms [2021-10-14 02:33:49 main:574] : INFO : Epoch 1694 | loss: 0.0311824 | val_loss: 0.0311842 | Time: 3242.49 ms [2021-10-14 02:33:52 main:574] : INFO : Epoch 1695 | loss: 0.0311854 | val_loss: 0.0311848 | Time: 3346.1 ms [2021-10-14 02:33:56 main:574] : INFO : Epoch 1696 | loss: 0.0311814 | val_loss: 0.0311851 | Time: 3326.21 ms [2021-10-14 02:33:59 main:574] : INFO : Epoch 1697 | loss: 0.0311801 | val_loss: 0.0311858 | Time: 3212.94 ms [2021-10-14 02:34:02 main:574] : INFO : Epoch 1698 | loss: 0.03118 | val_loss: 0.0311876 | Time: 3266.16 ms [2021-10-14 02:34:06 main:574] : INFO : Epoch 1699 | loss: 0.031181 | val_loss: 0.0311855 | Time: 3372.27 ms [2021-10-14 02:34:09 main:574] : INFO : Epoch 1700 | loss: 0.0311798 | val_loss: 0.0311854 | Time: 3283.44 ms [2021-10-14 02:34:12 main:574] : INFO : Epoch 1701 | loss: 0.0311799 | val_loss: 0.0311881 | Time: 3263.21 ms [2021-10-14 02:34:16 main:574] : INFO : Epoch 1702 | loss: 0.0311837 | val_loss: 0.0311885 | Time: 3372.91 ms [2021-10-14 02:34:19 main:574] : INFO : Epoch 1703 | loss: 0.0311827 | val_loss: 0.0311879 | Time: 3303.45 ms [2021-10-14 02:34:22 main:574] : INFO : Epoch 1704 | loss: 0.0311809 | val_loss: 0.0311886 | Time: 3299.83 ms [2021-10-14 02:34:26 main:574] : INFO : Epoch 1705 | loss: 0.0311811 | val_loss: 0.0311855 | Time: 3438.7 ms [2021-10-14 02:34:29 main:574] : INFO : Epoch 1706 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 3443.93 ms [2021-10-14 02:34:33 main:574] : INFO : Epoch 1707 | loss: 0.0311806 | val_loss: 0.0311853 | Time: 3666.41 ms [2021-10-14 02:34:36 main:574] : INFO : Epoch 1708 | loss: 0.0311807 | val_loss: 0.031187 | Time: 3341.24 ms [2021-10-14 02:34:39 main:574] : INFO : Epoch 1709 | loss: 0.0311803 | val_loss: 0.0311923 | Time: 3194.43 ms [2021-10-14 02:34:43 main:574] : INFO : Epoch 1710 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 3278.77 ms [2021-10-14 02:34:46 main:574] : INFO : Epoch 1711 | loss: 0.0311787 | val_loss: 0.0311844 | Time: 3327.78 ms [2021-10-14 02:34:49 main:574] : INFO : Epoch 1712 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 3275.84 ms [2021-10-14 02:34:53 main:574] : INFO : Epoch 1713 | loss: 0.0311839 | val_loss: 0.031187 | Time: 3355.13 ms [2021-10-14 02:34:56 main:574] : INFO : Epoch 1714 | loss: 0.0311874 | val_loss: 0.031195 | Time: 3537.65 ms [2021-10-14 02:35:00 main:574] : INFO : Epoch 1715 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 3435.44 ms [2021-10-14 02:35:03 main:574] : INFO : Epoch 1716 | loss: 0.031182 | val_loss: 0.0311886 | Time: 3723.3 ms [2021-10-14 02:35:07 main:574] : INFO : Epoch 1717 | loss: 0.0311814 | val_loss: 0.0311959 | Time: 3387.31 ms [2021-10-14 02:35:10 main:574] : INFO : Epoch 1718 | loss: 0.0311844 | val_loss: 0.031187 | Time: 3539.33 ms [2021-10-14 02:35:14 main:574] : INFO : Epoch 1719 | loss: 0.0311795 | val_loss: 0.0311841 | Time: 3565.4 ms [2021-10-14 02:35:17 main:574] : INFO : Epoch 1720 | loss: 0.0311786 | val_loss: 0.0311828 | Time: 3334.71 ms [2021-10-14 02:35:21 main:574] : INFO : Epoch 1721 | loss: 0.031179 | val_loss: 0.0311828 | Time: 3445.86 ms [2021-10-14 02:35:24 main:574] : INFO : Epoch 1722 | loss: 0.0311799 | val_loss: 0.0311848 | Time: 3478.01 ms [2021-10-14 02:35:28 main:574] : INFO : Epoch 1723 | loss: 0.0311793 | val_loss: 0.0311827 | Time: 3440.19 ms [2021-10-14 02:35:31 main:574] : INFO : Epoch 1724 | loss: 0.0311803 | val_loss: 0.0311834 | Time: 3564.16 ms [2021-10-14 02:35:35 main:574] : INFO : Epoch 1725 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 3375.74 ms [2021-10-14 02:35:38 main:574] : INFO : Epoch 1726 | loss: 0.0311801 | val_loss: 0.0311868 | Time: 3447.77 ms [2021-10-14 02:35:42 main:574] : INFO : Epoch 1727 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 3519.11 ms [2021-10-14 02:35:45 main:574] : INFO : Epoch 1728 | loss: 0.0311794 | val_loss: 0.031185 | Time: 3267.61 ms [2021-10-14 02:35:48 main:574] : INFO : Epoch 1729 | loss: 0.0311811 | val_loss: 0.0311861 | Time: 3485.28 ms [2021-10-14 02:35:52 main:574] : INFO : Epoch 1730 | loss: 0.0311811 | val_loss: 0.0311871 | Time: 3548.16 ms [2021-10-14 02:35:55 main:574] : INFO : Epoch 1731 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 3252.23 ms [2021-10-14 02:35:59 main:574] : INFO : Epoch 1732 | loss: 0.031179 | val_loss: 0.0311859 | Time: 3529.72 ms [2021-10-14 02:36:02 main:574] : INFO : Epoch 1733 | loss: 0.0311827 | val_loss: 0.0311865 | Time: 3362.15 ms [2021-10-14 02:36:06 main:574] : INFO : Epoch 1734 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 3383.38 ms [2021-10-14 02:36:09 main:574] : INFO : Epoch 1735 | loss: 0.0311794 | val_loss: 0.0311915 | Time: 3796.76 ms [2021-10-14 02:36:13 main:574] : INFO : Epoch 1736 | loss: 0.0311816 | val_loss: 0.0311911 | Time: 3297.81 ms [2021-10-14 02:36:17 main:574] : INFO : Epoch 1737 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 3956.92 ms [2021-10-14 02:36:20 main:574] : INFO : Epoch 1738 | loss: 0.031185 | val_loss: 0.0311922 | Time: 3375.76 ms [2021-10-14 02:36:23 main:574] : INFO : Epoch 1739 | loss: 0.031181 | val_loss: 0.0311852 | Time: 3318.82 ms [2021-10-14 02:36:27 main:574] : INFO : Epoch 1740 | loss: 0.0311775 | val_loss: 0.031186 | Time: 3588.91 ms [2021-10-14 02:36:30 main:574] : INFO : Epoch 1741 | loss: 0.0311782 | val_loss: 0.0311842 | Time: 3223.81 ms [2021-10-14 02:36:34 main:574] : INFO : Epoch 1742 | loss: 0.0311796 | val_loss: 0.0311824 | Time: 3444.58 ms [2021-10-14 02:36:37 main:574] : INFO : Epoch 1743 | loss: 0.0311864 | val_loss: 0.0311952 | Time: 3441.35 ms [2021-10-14 02:36:40 main:574] : INFO : Epoch 1744 | loss: 0.031194 | val_loss: 0.0311901 | Time: 3332.28 ms [2021-10-14 02:36:44 main:574] : INFO : Epoch 1745 | loss: 0.0311866 | val_loss: 0.0311863 | Time: 3377.61 ms [2021-10-14 02:36:47 main:574] : INFO : Epoch 1746 | loss: 0.031182 | val_loss: 0.031186 | Time: 3614.31 ms [2021-10-14 02:36:51 main:574] : INFO : Epoch 1747 | loss: 0.0311813 | val_loss: 0.0311883 | Time: 3520.49 ms [2021-10-14 02:36:55 main:574] : INFO : Epoch 1748 | loss: 0.031184 | val_loss: 0.0311855 | Time: 3666.33 ms [2021-10-14 02:36:58 main:574] : INFO : Epoch 1749 | loss: 0.0311818 | val_loss: 0.0311932 | Time: 3232.79 ms [2021-10-14 02:37:01 main:574] : INFO : Epoch 1750 | loss: 0.0311845 | val_loss: 0.0311944 | Time: 3443.18 ms [2021-10-14 02:37:05 main:574] : INFO : Epoch 1751 | loss: 0.0311851 | val_loss: 0.0311849 | Time: 3441.48 ms [2021-10-14 02:37:08 main:574] : INFO : Epoch 1752 | loss: 0.0311782 | val_loss: 0.0311861 | Time: 3235 ms [2021-10-14 02:37:11 main:574] : INFO : Epoch 1753 | loss: 0.0311784 | val_loss: 0.0311826 | Time: 3370.82 ms [2021-10-14 02:37:15 main:574] : INFO : Epoch 1754 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 3452.48 ms [2021-10-14 02:37:18 main:574] : INFO : Epoch 1755 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 3221 ms [2021-10-14 02:37:22 main:574] : INFO : Epoch 1756 | loss: 0.0311815 | val_loss: 0.0311882 | Time: 3450.92 ms [2021-10-14 02:37:25 main:574] : INFO : Epoch 1757 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 3581.16 ms [2021-10-14 02:37:29 main:574] : INFO : Epoch 1758 | loss: 0.0311783 | val_loss: 0.0311853 | Time: 3649.83 ms [2021-10-14 02:37:32 main:574] : INFO : Epoch 1759 | loss: 0.0311773 | val_loss: 0.0311834 | Time: 3514.76 ms [2021-10-14 02:37:36 main:574] : INFO : Epoch 1760 | loss: 0.0311787 | val_loss: 0.031183 | Time: 3322.51 ms [2021-10-14 02:37:39 main:574] : INFO : Epoch 1761 | loss: 0.0311827 | val_loss: 0.0311819 | Time: 3364.79 ms [2021-10-14 02:37:43 main:574] : INFO : Epoch 1762 | loss: 0.0311837 | val_loss: 0.0311874 | Time: 3452.02 ms [2021-10-14 02:37:46 main:574] : INFO : Epoch 1763 | loss: 0.0311801 | val_loss: 0.0311849 | Time: 3322.75 ms [2021-10-14 02:37:49 main:574] : INFO : Epoch 1764 | loss: 0.0311799 | val_loss: 0.031189 | Time: 3504.16 ms [2021-10-14 02:37:53 main:574] : INFO : Epoch 1765 | loss: 0.0311786 | val_loss: 0.0311869 | Time: 3595.26 ms [2021-10-14 02:37:57 main:574] : INFO : Epoch 1766 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 3671.64 ms [2021-10-14 02:38:00 main:574] : INFO : Epoch 1767 | loss: 0.0311789 | val_loss: 0.031185 | Time: 3690.54 ms [2021-10-14 02:38:04 main:574] : INFO : Epoch 1768 | loss: 0.0311787 | val_loss: 0.0311901 | Time: 3668.14 ms [2021-10-14 02:38:08 main:574] : INFO : Epoch 1769 | loss: 0.0311775 | val_loss: 0.0311843 | Time: 3508.4 ms [2021-10-14 02:38:11 main:574] : INFO : Epoch 1770 | loss: 0.0311766 | val_loss: 0.0311873 | Time: 3545.9 ms [2021-10-14 02:38:15 main:574] : INFO : Epoch 1771 | loss: 0.0311781 | val_loss: 0.0311838 | Time: 3499.26 ms [2021-10-14 02:38:18 main:574] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311853 | Time: 3333.13 ms [2021-10-14 02:38:22 main:574] : INFO : Epoch 1773 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 3765.75 ms [2021-10-14 02:38:25 main:574] : INFO : Epoch 1774 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 3560.23 ms [2021-10-14 02:38:29 main:574] : INFO : Epoch 1775 | loss: 0.0311773 | val_loss: 0.031183 | Time: 3351.95 ms [2021-10-14 02:38:32 main:574] : INFO : Epoch 1776 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 3497.1 ms [2021-10-14 02:38:36 main:574] : INFO : Epoch 1777 | loss: 0.031182 | val_loss: 0.0311836 | Time: 3409.47 ms [2021-10-14 02:38:39 main:574] : INFO : Epoch 1778 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 3566.27 ms [2021-10-14 02:38:43 main:574] : INFO : Epoch 1779 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 3530.61 ms [2021-10-14 02:38:47 main:574] : INFO : Epoch 1780 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 3776.9 ms [2021-10-14 02:38:51 main:574] : INFO : Epoch 1781 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 4064.33 ms [2021-10-14 02:38:55 main:574] : INFO : Epoch 1782 | loss: 0.0311774 | val_loss: 0.0311841 | Time: 3976.03 ms [2021-10-14 02:38:59 main:574] : INFO : Epoch 1783 | loss: 0.031176 | val_loss: 0.0311861 | Time: 4209.99 ms [2021-10-14 02:39:03 main:574] : INFO : Epoch 1784 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 3796.17 ms [2021-10-14 02:39:07 main:574] : INFO : Epoch 1785 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 4521.82 ms [2021-10-14 02:39:11 main:574] : INFO : Epoch 1786 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 4358.6 ms [2021-10-14 02:39:16 main:574] : INFO : Epoch 1787 | loss: 0.0311752 | val_loss: 0.031175 | Time: 4948.28 ms [2021-10-14 02:39:21 main:574] : INFO : Epoch 1788 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 4683.13 ms [2021-10-14 02:39:26 main:574] : INFO : Epoch 1789 | loss: 0.0311739 | val_loss: 0.031176 | Time: 4625.68 ms [2021-10-14 02:39:31 main:574] : INFO : Epoch 1790 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 4792.83 ms [2021-10-14 02:39:35 main:574] : INFO : Epoch 1791 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 4340.7 ms [2021-10-14 02:39:40 main:574] : INFO : Epoch 1792 | loss: 0.0311759 | val_loss: 0.0311763 | Time: 4764.2 ms [2021-10-14 02:39:44 main:574] : INFO : Epoch 1793 | loss: 0.0311769 | val_loss: 0.0311773 | Time: 3917.29 ms [2021-10-14 02:39:48 main:574] : INFO : Epoch 1794 | loss: 0.0311747 | val_loss: 0.031178 | Time: 4360.93 ms [2021-10-14 02:40:02 main:574] : INFO : Epoch 1795 | loss: 0.031172 | val_loss: 0.0311806 | Time: 14098.1 ms [2021-10-14 02:40:07 main:574] : INFO : Epoch 1796 | loss: 0.0311744 | val_loss: 0.031185 | Time: 4526.88 ms [2021-10-14 02:40:12 main:574] : INFO : Epoch 1797 | loss: 0.0311768 | val_loss: 0.0311889 | Time: 5655.09 ms [2021-10-14 02:40:17 main:574] : INFO : Epoch 1798 | loss: 0.0311832 | val_loss: 0.0311843 | Time: 4997.57 ms [2021-10-14 02:40:22 main:574] : INFO : Epoch 1799 | loss: 0.0311775 | val_loss: 0.0311801 | Time: 4745.48 ms [2021-10-14 02:40:27 main:574] : INFO : Epoch 1800 | loss: 0.0311735 | val_loss: 0.0311767 | Time: 4938.54 ms [2021-10-14 02:40:32 main:574] : INFO : Epoch 1801 | loss: 0.0311727 | val_loss: 0.0311822 | Time: 4456.14 ms [2021-10-14 02:40:36 main:574] : INFO : Epoch 1802 | loss: 0.0311744 | val_loss: 0.0311789 | Time: 4405.02 ms [2021-10-14 02:40:41 main:574] : INFO : Epoch 1803 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 4618.97 ms [2021-10-14 02:40:46 main:574] : INFO : Epoch 1804 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 5241.13 ms [2021-10-14 02:40:50 main:574] : INFO : Epoch 1805 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 3848.29 ms [2021-10-14 02:40:54 main:574] : INFO : Epoch 1806 | loss: 0.0311732 | val_loss: 0.0311771 | Time: 3740.1 ms [2021-10-14 02:40:57 main:574] : INFO : Epoch 1807 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 3605.97 ms [2021-10-14 02:41:01 main:574] : INFO : Epoch 1808 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 3718.47 ms [2021-10-14 02:41:04 main:574] : INFO : Epoch 1809 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 3484.82 ms [2021-10-14 02:41:08 main:574] : INFO : Epoch 1810 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 3993.51 ms [2021-10-14 02:41:12 main:574] : INFO : Epoch 1811 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 3839.18 ms [2021-10-14 02:41:16 main:574] : INFO : Epoch 1812 | loss: 0.0311735 | val_loss: 0.0311823 | Time: 4126.24 ms [2021-10-14 02:41:20 main:574] : INFO : Epoch 1813 | loss: 0.0311734 | val_loss: 0.0311856 | Time: 3636.58 ms [2021-10-14 02:41:24 main:574] : INFO : Epoch 1814 | loss: 0.0311819 | val_loss: 0.031196 | Time: 3686.9 ms [2021-10-14 02:41:28 main:574] : INFO : Epoch 1815 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 3792.12 ms [2021-10-14 02:41:31 main:574] : INFO : Epoch 1816 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 3881.88 ms [2021-10-14 02:41:36 main:574] : INFO : Epoch 1817 | loss: 0.0311776 | val_loss: 0.0311759 | Time: 4141.99 ms [2021-10-14 02:41:40 main:574] : INFO : Epoch 1818 | loss: 0.0311731 | val_loss: 0.0311838 | Time: 3883.35 ms [2021-10-14 02:41:44 main:574] : INFO : Epoch 1819 | loss: 0.031175 | val_loss: 0.0311758 | Time: 4117.93 ms [2021-10-14 02:41:47 main:574] : INFO : Epoch 1820 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 3691.33 ms [2021-10-14 02:41:51 main:574] : INFO : Epoch 1821 | loss: 0.0311725 | val_loss: 0.0311753 | Time: 3983.62 ms [2021-10-14 02:41:55 main:574] : INFO : Epoch 1822 | loss: 0.031172 | val_loss: 0.0311762 | Time: 4063.64 ms [2021-10-14 02:41:59 main:574] : INFO : Epoch 1823 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 3976.61 ms [2021-10-14 02:42:04 main:574] : INFO : Epoch 1824 | loss: 0.0311721 | val_loss: 0.0311752 | Time: 4350.81 ms [2021-10-14 02:42:08 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311752 | Time: 4051.27 ms [2021-10-14 02:42:12 main:574] : INFO : Epoch 1826 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 3847.74 ms [2021-10-14 02:42:15 main:574] : INFO : Epoch 1827 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 3738.55 ms [2021-10-14 02:42:19 main:574] : INFO : Epoch 1828 | loss: 0.031178 | val_loss: 0.0311808 | Time: 3940.03 ms [2021-10-14 02:42:24 main:574] : INFO : Epoch 1829 | loss: 0.0311759 | val_loss: 0.0311779 | Time: 4268 ms [2021-10-14 02:42:28 main:574] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311811 | Time: 3918.13 ms [2021-10-14 02:42:32 main:574] : INFO : Epoch 1831 | loss: 0.0311743 | val_loss: 0.0311823 | Time: 3822.69 ms [2021-10-14 02:42:35 main:574] : INFO : Epoch 1832 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 3794.8 ms [2021-10-14 02:42:40 main:574] : INFO : Epoch 1833 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 4236.83 ms [2021-10-14 02:42:44 main:574] : INFO : Epoch 1834 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 4638.09 ms [2021-10-14 02:42:49 main:574] : INFO : Epoch 1835 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 4559.33 ms [2021-10-14 02:42:53 main:574] : INFO : Epoch 1836 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 3905.53 ms [2021-10-14 02:42:57 main:574] : INFO : Epoch 1837 | loss: 0.0311743 | val_loss: 0.0311757 | Time: 4323.68 ms [2021-10-14 02:43:02 main:574] : INFO : Epoch 1838 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 4570.36 ms [2021-10-14 02:43:06 main:574] : INFO : Epoch 1839 | loss: 0.0311788 | val_loss: 0.0311827 | Time: 4088.92 ms [2021-10-14 02:43:10 main:574] : INFO : Epoch 1840 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 4358.43 ms [2021-10-14 02:43:15 main:574] : INFO : Epoch 1841 | loss: 0.031174 | val_loss: 0.0311781 | Time: 4471.94 ms [2021-10-14 02:43:19 main:574] : INFO : Epoch 1842 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 4214.15 ms [2021-10-14 02:43:23 main:574] : INFO : Epoch 1843 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 4209.07 ms [2021-10-14 02:43:28 main:574] : INFO : Epoch 1844 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 4507.23 ms [2021-10-14 02:43:32 main:574] : INFO : Epoch 1845 | loss: 0.0311739 | val_loss: 0.0311803 | Time: 4573.19 ms [2021-10-14 02:43:37 main:574] : INFO : Epoch 1846 | loss: 0.0311745 | val_loss: 0.031177 | Time: 4355.96 ms [2021-10-14 02:43:41 main:574] : INFO : Epoch 1847 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 4153.11 ms [2021-10-14 02:43:45 main:574] : INFO : Epoch 1848 | loss: 0.0311731 | val_loss: 0.0311798 | Time: 4199.05 ms [2021-10-14 02:43:50 main:574] : INFO : Epoch 1849 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 4711.39 ms [2021-10-14 02:43:53 main:574] : INFO : Epoch 1850 | loss: 0.0311718 | val_loss: 0.0311755 | Time: 3819.76 ms [2021-10-14 02:43:57 main:574] : INFO : Epoch 1851 | loss: 0.0311729 | val_loss: 0.031176 | Time: 3689.44 ms [2021-10-14 02:44:01 main:574] : INFO : Epoch 1852 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 3766.71 ms [2021-10-14 02:44:05 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.0311986 | Time: 3834.31 ms [2021-10-14 02:44:09 main:574] : INFO : Epoch 1854 | loss: 0.0311794 | val_loss: 0.0311824 | Time: 3964.63 ms [2021-10-14 02:44:13 main:574] : INFO : Epoch 1855 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 4323.14 ms [2021-10-14 02:44:18 main:574] : INFO : Epoch 1856 | loss: 0.0311731 | val_loss: 0.031185 | Time: 4501.1 ms [2021-10-14 02:44:22 main:574] : INFO : Epoch 1857 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 4406.9 ms [2021-10-14 02:44:26 main:574] : INFO : Epoch 1858 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 4275.67 ms [2021-10-14 02:44:30 main:574] : INFO : Epoch 1859 | loss: 0.0311716 | val_loss: 0.031176 | Time: 4064.45 ms [2021-10-14 02:44:35 main:574] : INFO : Epoch 1860 | loss: 0.0311708 | val_loss: 0.0311752 | Time: 4508.51 ms [2021-10-14 02:44:39 main:574] : INFO : Epoch 1861 | loss: 0.0311721 | val_loss: 0.0311768 | Time: 4338.13 ms [2021-10-14 02:44:44 main:574] : INFO : Epoch 1862 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 4239.19 ms [2021-10-14 02:44:48 main:574] : INFO : Epoch 1863 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 4683.13 ms [2021-10-14 02:44:53 main:574] : INFO : Epoch 1864 | loss: 0.031175 | val_loss: 0.0311789 | Time: 4458.55 ms [2021-10-14 02:44:57 main:574] : INFO : Epoch 1865 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 4577.35 ms [2021-10-14 02:45:02 main:574] : INFO : Epoch 1866 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 4627.72 ms [2021-10-14 02:45:06 main:574] : INFO : Epoch 1867 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 4466.33 ms [2021-10-14 02:45:11 main:574] : INFO : Epoch 1868 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 4560.2 ms [2021-10-14 02:45:15 main:574] : INFO : Epoch 1869 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 4354.73 ms [2021-10-14 02:45:20 main:574] : INFO : Epoch 1870 | loss: 0.0311717 | val_loss: 0.0311741 | Time: 4581.33 ms [2021-10-14 02:45:24 main:574] : INFO : Epoch 1871 | loss: 0.0311716 | val_loss: 0.0311754 | Time: 4098.01 ms [2021-10-14 02:45:28 main:574] : INFO : Epoch 1872 | loss: 0.031174 | val_loss: 0.0311776 | Time: 3987.57 ms [2021-10-14 02:45:32 main:574] : INFO : Epoch 1873 | loss: 0.0311751 | val_loss: 0.0311776 | Time: 4345.78 ms [2021-10-14 02:45:37 main:574] : INFO : Epoch 1874 | loss: 0.0311736 | val_loss: 0.0311782 | Time: 4161.18 ms [2021-10-14 02:45:41 main:574] : INFO : Epoch 1875 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 3999.73 ms [2021-10-14 02:45:45 main:574] : INFO : Epoch 1876 | loss: 0.0311771 | val_loss: 0.0311782 | Time: 4431.99 ms [2021-10-14 02:45:49 main:574] : INFO : Epoch 1877 | loss: 0.031176 | val_loss: 0.0311766 | Time: 4298.13 ms [2021-10-14 02:45:53 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311804 | Time: 4020.38 ms [2021-10-14 02:45:58 main:574] : INFO : Epoch 1879 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 4210.11 ms [2021-10-14 02:46:02 main:574] : INFO : Epoch 1880 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 4108.95 ms [2021-10-14 02:46:06 main:574] : INFO : Epoch 1881 | loss: 0.0311716 | val_loss: 0.031177 | Time: 3974.17 ms [2021-10-14 02:46:10 main:574] : INFO : Epoch 1882 | loss: 0.0311729 | val_loss: 0.0311776 | Time: 4025.37 ms [2021-10-14 02:46:13 main:574] : INFO : Epoch 1883 | loss: 0.0311719 | val_loss: 0.0311742 | Time: 3684.69 ms [2021-10-14 02:46:18 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 4213.7 ms [2021-10-14 02:46:22 main:574] : INFO : Epoch 1885 | loss: 0.0311703 | val_loss: 0.0311747 | Time: 3911.32 ms [2021-10-14 02:46:26 main:574] : INFO : Epoch 1886 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 4029.8 ms [2021-10-14 02:46:30 main:574] : INFO : Epoch 1887 | loss: 0.0311703 | val_loss: 0.0311751 | Time: 4276.81 ms [2021-10-14 02:46:34 main:574] : INFO : Epoch 1888 | loss: 0.0311715 | val_loss: 0.0311747 | Time: 3893.55 ms [2021-10-14 02:46:38 main:574] : INFO : Epoch 1889 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 4060.78 ms [2021-10-14 02:46:42 main:574] : INFO : Epoch 1890 | loss: 0.031173 | val_loss: 0.031175 | Time: 3921.87 ms [2021-10-14 02:46:46 main:574] : INFO : Epoch 1891 | loss: 0.0311708 | val_loss: 0.0311768 | Time: 4165.67 ms [2021-10-14 02:46:51 main:574] : INFO : Epoch 1892 | loss: 0.0311725 | val_loss: 0.0311826 | Time: 4457.48 ms [2021-10-14 02:46:55 main:574] : INFO : Epoch 1893 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 4479.83 ms [2021-10-14 02:46:59 main:574] : INFO : Epoch 1894 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 4107.41 ms [2021-10-14 02:47:03 main:574] : INFO : Epoch 1895 | loss: 0.0311708 | val_loss: 0.031176 | Time: 4259.52 ms [2021-10-14 02:47:08 main:574] : INFO : Epoch 1896 | loss: 0.0311711 | val_loss: 0.0311792 | Time: 4529.25 ms [2021-10-14 02:47:12 main:574] : INFO : Epoch 1897 | loss: 0.0311725 | val_loss: 0.031188 | Time: 4255.52 ms [2021-10-14 02:47:16 main:574] : INFO : Epoch 1898 | loss: 0.0311793 | val_loss: 0.031181 | Time: 4031.07 ms [2021-10-14 02:47:21 main:574] : INFO : Epoch 1899 | loss: 0.0311753 | val_loss: 0.0311764 | Time: 4489.2 ms [2021-10-14 02:47:25 main:574] : INFO : Epoch 1900 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 4019.88 ms [2021-10-14 02:47:29 main:574] : INFO : Epoch 1901 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 3895.88 ms [2021-10-14 02:47:33 main:574] : INFO : Epoch 1902 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 4099.52 ms [2021-10-14 02:47:37 main:574] : INFO : Epoch 1903 | loss: 0.0311826 | val_loss: 0.0311859 | Time: 3897.36 ms [2021-10-14 02:47:41 main:574] : INFO : Epoch 1904 | loss: 0.0311795 | val_loss: 0.0311806 | Time: 4265.17 ms [2021-10-14 02:47:45 main:574] : INFO : Epoch 1905 | loss: 0.0311743 | val_loss: 0.0311791 | Time: 4349.86 ms [2021-10-14 02:47:49 main:574] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311761 | Time: 4092.44 ms [2021-10-14 02:47:54 main:574] : INFO : Epoch 1907 | loss: 0.0311681 | val_loss: 0.0311745 | Time: 4010.19 ms [2021-10-14 02:47:58 main:574] : INFO : Epoch 1908 | loss: 0.0311691 | val_loss: 0.031174 | Time: 4153.77 ms [2021-10-14 02:48:02 main:574] : INFO : Epoch 1909 | loss: 0.031169 | val_loss: 0.0311784 | Time: 4262.89 ms [2021-10-14 02:48:06 main:574] : INFO : Epoch 1910 | loss: 0.03117 | val_loss: 0.0311742 | Time: 4432.27 ms [2021-10-14 02:48:11 main:574] : INFO : Epoch 1911 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 4605.32 ms [2021-10-14 02:48:16 main:574] : INFO : Epoch 1912 | loss: 0.031168 | val_loss: 0.0311748 | Time: 4516.25 ms [2021-10-14 02:48:20 main:574] : INFO : Epoch 1913 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 4361.99 ms [2021-10-14 02:48:24 main:574] : INFO : Epoch 1914 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 4161.67 ms [2021-10-14 02:48:29 main:574] : INFO : Epoch 1915 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 4462.14 ms [2021-10-14 02:48:33 main:574] : INFO : Epoch 1916 | loss: 0.0311691 | val_loss: 0.0311756 | Time: 4212.05 ms [2021-10-14 02:48:37 main:574] : INFO : Epoch 1917 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 4120.92 ms [2021-10-14 02:48:41 main:574] : INFO : Epoch 1918 | loss: 0.0311732 | val_loss: 0.031179 | Time: 4249.96 ms [2021-10-14 02:48:45 main:574] : INFO : Epoch 1919 | loss: 0.0311749 | val_loss: 0.0311803 | Time: 4241.68 ms [2021-10-14 02:48:49 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311826 | Time: 3997.77 ms [2021-10-14 02:48:54 main:574] : INFO : Epoch 1921 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 4178.8 ms [2021-10-14 02:48:58 main:574] : INFO : Epoch 1922 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 4095.92 ms [2021-10-14 02:49:02 main:574] : INFO : Epoch 1923 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 4245.08 ms [2021-10-14 02:49:06 main:574] : INFO : Epoch 1924 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 4266.24 ms [2021-10-14 02:49:11 main:574] : INFO : Epoch 1925 | loss: 0.0311697 | val_loss: 0.031179 | Time: 4149.05 ms [2021-10-14 02:49:14 main:574] : INFO : Epoch 1926 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 3849.78 ms [2021-10-14 02:49:19 main:574] : INFO : Epoch 1927 | loss: 0.0311686 | val_loss: 0.0311756 | Time: 4386.62 ms [2021-10-14 02:49:23 main:574] : INFO : Epoch 1928 | loss: 0.0311697 | val_loss: 0.0311801 | Time: 4136.81 ms [2021-10-14 02:49:27 main:574] : INFO : Epoch 1929 | loss: 0.0311727 | val_loss: 0.031175 | Time: 4046.07 ms [2021-10-14 02:49:31 main:574] : INFO : Epoch 1930 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 4258.44 ms [2021-10-14 02:49:36 main:574] : INFO : Epoch 1931 | loss: 0.0311675 | val_loss: 0.0311756 | Time: 4399.12 ms [2021-10-14 02:49:40 main:574] : INFO : Epoch 1932 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 3945.55 ms [2021-10-14 02:49:44 main:574] : INFO : Epoch 1933 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 4565.77 ms [2021-10-14 02:49:49 main:574] : INFO : Epoch 1934 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 4640.83 ms [2021-10-14 02:49:53 main:574] : INFO : Epoch 1935 | loss: 0.0311712 | val_loss: 0.0311801 | Time: 3982.16 ms [2021-10-14 02:49:57 main:574] : INFO : Epoch 1936 | loss: 0.0311693 | val_loss: 0.0311766 | Time: 4001.23 ms [2021-10-14 02:50:01 main:574] : INFO : Epoch 1937 | loss: 0.0311682 | val_loss: 0.031178 | Time: 4429.22 ms [2021-10-14 02:50:06 main:574] : INFO : Epoch 1938 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 4222.74 ms [2021-10-14 02:50:10 main:574] : INFO : Epoch 1939 | loss: 0.031171 | val_loss: 0.0311766 | Time: 4297.93 ms [2021-10-14 02:50:14 main:574] : INFO : Epoch 1940 | loss: 0.0311692 | val_loss: 0.031175 | Time: 4019.15 ms [2021-10-14 02:50:18 main:574] : INFO : Epoch 1941 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 4126.97 ms [2021-10-14 02:50:22 main:574] : INFO : Epoch 1942 | loss: 0.0311681 | val_loss: 0.0311755 | Time: 4035.41 ms [2021-10-14 02:50:26 main:574] : INFO : Epoch 1943 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 4312.91 ms [2021-10-14 02:50:30 main:574] : INFO : Epoch 1944 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 4020.58 ms [2021-10-14 02:50:34 main:574] : INFO : Epoch 1945 | loss: 0.03117 | val_loss: 0.0311751 | Time: 3964.04 ms [2021-10-14 02:50:39 main:574] : INFO : Epoch 1946 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 4122.12 ms [2021-10-14 02:50:42 main:574] : INFO : Epoch 1947 | loss: 0.0311719 | val_loss: 0.0311762 | Time: 3684.18 ms [2021-10-14 02:50:46 main:574] : INFO : Epoch 1948 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 4214.26 ms [2021-10-14 02:50:50 main:574] : INFO : Epoch 1949 | loss: 0.0311703 | val_loss: 0.0311767 | Time: 3941.93 ms [2021-10-14 02:50:55 main:574] : INFO : Epoch 1950 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 5013.99 ms [2021-10-14 02:51:00 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 4632.21 ms [2021-10-14 02:51:05 main:574] : INFO : Epoch 1952 | loss: 0.0311686 | val_loss: 0.0311751 | Time: 5281.93 ms [2021-10-14 02:51:10 main:574] : INFO : Epoch 1953 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 4534.48 ms [2021-10-14 02:51:15 main:574] : INFO : Epoch 1954 | loss: 0.0311679 | val_loss: 0.0311779 | Time: 4437.33 ms [2021-10-14 02:51:19 main:574] : INFO : Epoch 1955 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 4208.9 ms [2021-10-14 02:51:23 main:574] : INFO : Epoch 1956 | loss: 0.03117 | val_loss: 0.0311758 | Time: 3799.31 ms [2021-10-14 02:51:27 main:574] : INFO : Epoch 1957 | loss: 0.0311719 | val_loss: 0.031176 | Time: 4063.05 ms [2021-10-14 02:51:31 main:574] : INFO : Epoch 1958 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 4002.67 ms [2021-10-14 02:51:35 main:574] : INFO : Epoch 1959 | loss: 0.0311726 | val_loss: 0.0311758 | Time: 4032.58 ms [2021-10-14 02:51:39 main:574] : INFO : Epoch 1960 | loss: 0.0311729 | val_loss: 0.0311749 | Time: 4468.33 ms [2021-10-14 02:51:43 main:574] : INFO : Epoch 1961 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 3607.46 ms [2021-10-14 02:51:47 main:574] : INFO : Epoch 1962 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 3728.06 ms [2021-10-14 02:51:50 main:574] : INFO : Epoch 1963 | loss: 0.0311718 | val_loss: 0.0311759 | Time: 3606.93 ms [2021-10-14 02:51:55 main:574] : INFO : Epoch 1964 | loss: 0.0311699 | val_loss: 0.0311764 | Time: 4351.31 ms [2021-10-14 02:51:59 main:574] : INFO : Epoch 1965 | loss: 0.0311682 | val_loss: 0.0311761 | Time: 4182.59 ms [2021-10-14 02:52:03 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311787 | Time: 4051.13 ms [2021-10-14 02:52:08 main:574] : INFO : Epoch 1967 | loss: 0.0311681 | val_loss: 0.0311769 | Time: 4722 ms [2021-10-14 02:52:12 main:574] : INFO : Epoch 1968 | loss: 0.031167 | val_loss: 0.0311777 | Time: 4575.31 ms [2021-10-14 02:52:17 main:574] : INFO : Epoch 1969 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 4323.83 ms [2021-10-14 02:52:20 main:574] : INFO : Epoch 1970 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 3715.07 ms [2021-10-14 02:52:25 main:574] : INFO : Epoch 1971 | loss: 0.031171 | val_loss: 0.031175 | Time: 4184.67 ms [2021-10-14 02:52:28 main:574] : INFO : Epoch 1972 | loss: 0.0311749 | val_loss: 0.0311982 | Time: 3620.18 ms [2021-10-14 02:52:32 main:574] : INFO : Epoch 1973 | loss: 0.0311763 | val_loss: 0.0311846 | Time: 3914.59 ms [2021-10-14 02:52:36 main:574] : INFO : Epoch 1974 | loss: 0.0311778 | val_loss: 0.0311793 | Time: 3533.12 ms [2021-10-14 02:52:39 main:574] : INFO : Epoch 1975 | loss: 0.0311756 | val_loss: 0.0311758 | Time: 3835.3 ms [2021-10-14 02:52:43 main:574] : INFO : Epoch 1976 | loss: 0.0311755 | val_loss: 0.031175 | Time: 3449.42 ms [2021-10-14 02:52:47 main:574] : INFO : Epoch 1977 | loss: 0.0311736 | val_loss: 0.031176 | Time: 4007.51 ms [2021-10-14 02:52:51 main:574] : INFO : Epoch 1978 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 4117.56 ms [2021-10-14 02:52:55 main:574] : INFO : Epoch 1979 | loss: 0.031172 | val_loss: 0.0311751 | Time: 3953.7 ms [2021-10-14 02:52:59 main:574] : INFO : Epoch 1980 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 4191.63 ms [2021-10-14 02:53:03 main:574] : INFO : Epoch 1981 | loss: 0.031171 | val_loss: 0.0311753 | Time: 4125.77 ms [2021-10-14 02:53:08 main:574] : INFO : Epoch 1982 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 4437.88 ms [2021-10-14 02:53:12 main:574] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311802 | Time: 4051.74 ms [2021-10-14 02:53:15 main:574] : INFO : Epoch 1984 | loss: 0.0311695 | val_loss: 0.031176 | Time: 3546.91 ms [2021-10-14 02:53:19 main:574] : INFO : Epoch 1985 | loss: 0.0311706 | val_loss: 0.0311781 | Time: 3683.99 ms [2021-10-14 02:53:23 main:574] : INFO : Epoch 1986 | loss: 0.0311713 | val_loss: 0.031179 | Time: 3683.32 ms [2021-10-14 02:53:27 main:574] : INFO : Epoch 1987 | loss: 0.0311677 | val_loss: 0.0311768 | Time: 4142.65 ms [2021-10-14 02:53:32 main:574] : INFO : Epoch 1988 | loss: 0.0311672 | val_loss: 0.0311811 | Time: 4961.71 ms [2021-10-14 02:54:07 main:574] : INFO : Epoch 1989 | loss: 0.0311685 | val_loss: 0.0311765 | Time: 34911.9 ms [2021-10-14 02:54:11 main:574] : INFO : Epoch 1990 | loss: 0.0311687 | val_loss: 0.0311767 | Time: 4241.5 ms [2021-10-14 02:54:15 main:574] : INFO : Epoch 1991 | loss: 0.03117 | val_loss: 0.0311775 | Time: 3927.04 ms [2021-10-14 02:54:19 main:574] : INFO : Epoch 1992 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 4339.53 ms [2021-10-14 02:54:24 main:574] : INFO : Epoch 1993 | loss: 0.0311673 | val_loss: 0.0311827 | Time: 4460.53 ms [2021-10-14 02:54:28 main:574] : INFO : Epoch 1994 | loss: 0.0311694 | val_loss: 0.031176 | Time: 4214.66 ms [2021-10-14 02:54:33 main:574] : INFO : Epoch 1995 | loss: 0.0311673 | val_loss: 0.0311761 | Time: 4643.04 ms [2021-10-14 02:54:37 main:574] : INFO : Epoch 1996 | loss: 0.0311684 | val_loss: 0.0311735 | Time: 3873.61 ms [2021-10-14 02:54:41 main:574] : INFO : Epoch 1997 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 4204.47 ms [2021-10-14 02:54:45 main:574] : INFO : Epoch 1998 | loss: 0.0311675 | val_loss: 0.0311768 | Time: 4468.91 ms [2021-10-14 02:54:50 main:574] : INFO : Epoch 1999 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 4212.24 ms [2021-10-14 02:54:54 main:574] : INFO : Epoch 2000 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 4230.08 ms [2021-10-14 02:54:58 main:574] : INFO : Epoch 2001 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 4061.82 ms [2021-10-14 02:55:02 main:574] : INFO : Epoch 2002 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 4153.1 ms [2021-10-14 02:55:06 main:574] : INFO : Epoch 2003 | loss: 0.0311679 | val_loss: 0.0311754 | Time: 4070.32 ms [2021-10-14 02:55:10 main:574] : INFO : Epoch 2004 | loss: 0.0311688 | val_loss: 0.031179 | Time: 3991.74 ms [2021-10-14 02:55:14 main:574] : INFO : Epoch 2005 | loss: 0.0311671 | val_loss: 0.0311781 | Time: 3583.15 ms [2021-10-14 02:55:18 main:574] : INFO : Epoch 2006 | loss: 0.0311656 | val_loss: 0.0311788 | Time: 4251.38 ms [2021-10-14 02:55:22 main:574] : INFO : Epoch 2007 | loss: 0.031169 | val_loss: 0.0311791 | Time: 3883.11 ms [2021-10-14 02:55:26 main:574] : INFO : Epoch 2008 | loss: 0.0311695 | val_loss: 0.031183 | Time: 4104.11 ms [2021-10-14 02:55:30 main:574] : INFO : Epoch 2009 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 4037.42 ms [2021-10-14 02:55:34 main:574] : INFO : Epoch 2010 | loss: 0.0311657 | val_loss: 0.0311765 | Time: 3877.3 ms [2021-10-14 02:55:38 main:574] : INFO : Epoch 2011 | loss: 0.0311663 | val_loss: 0.0311772 | Time: 4046.32 ms [2021-10-14 02:55:42 main:574] : INFO : Epoch 2012 | loss: 0.0311665 | val_loss: 0.031182 | Time: 3991.62 ms [2021-10-14 02:55:46 main:574] : INFO : Epoch 2013 | loss: 0.0311678 | val_loss: 0.0311762 | Time: 3759.18 ms [2021-10-14 02:55:50 main:574] : INFO : Epoch 2014 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 4074.41 ms [2021-10-14 02:55:54 main:574] : INFO : Epoch 2015 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 3997.74 ms [2021-10-14 02:55:58 main:574] : INFO : Epoch 2016 | loss: 0.0311669 | val_loss: 0.0311826 | Time: 4315.54 ms [2021-10-14 02:56:02 main:574] : INFO : Epoch 2017 | loss: 0.031181 | val_loss: 0.031179 | Time: 3776.48 ms [2021-10-14 02:56:06 main:574] : INFO : Epoch 2018 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 3717.71 ms [2021-10-14 02:56:10 main:574] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311763 | Time: 3891.41 ms [2021-10-14 02:56:14 main:574] : INFO : Epoch 2020 | loss: 0.0311676 | val_loss: 0.0311774 | Time: 3969.59 ms [2021-10-14 02:56:18 main:574] : INFO : Epoch 2021 | loss: 0.0311687 | val_loss: 0.0311797 | Time: 4463.75 ms [2021-10-14 02:56:22 main:574] : INFO : Epoch 2022 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 3965.56 ms [2021-10-14 02:56:26 main:574] : INFO : Epoch 2023 | loss: 0.0311683 | val_loss: 0.0311752 | Time: 3996.32 ms [2021-10-14 02:56:30 main:574] : INFO : Epoch 2024 | loss: 0.0311715 | val_loss: 0.0311777 | Time: 3932.42 ms [2021-10-14 02:56:34 main:574] : INFO : Epoch 2025 | loss: 0.0311708 | val_loss: 0.0311771 | Time: 3893.07 ms [2021-10-14 02:56:38 main:574] : INFO : Epoch 2026 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 3808.46 ms [2021-10-14 02:56:42 main:574] : INFO : Epoch 2027 | loss: 0.031169 | val_loss: 0.0311778 | Time: 3714.43 ms [2021-10-14 02:56:46 main:574] : INFO : Epoch 2028 | loss: 0.0311715 | val_loss: 0.031187 | Time: 4011.21 ms [2021-10-14 02:56:49 main:574] : INFO : Epoch 2029 | loss: 0.0311697 | val_loss: 0.0311776 | Time: 3946.52 ms [2021-10-14 02:56:54 main:574] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 4221.99 ms [2021-10-14 02:56:58 main:574] : INFO : Epoch 2031 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 4054.57 ms [2021-10-14 02:57:02 main:574] : INFO : Epoch 2032 | loss: 0.031167 | val_loss: 0.0311779 | Time: 4282.17 ms [2021-10-14 02:57:06 main:574] : INFO : Epoch 2033 | loss: 0.0311676 | val_loss: 0.0311786 | Time: 4045.85 ms [2021-10-14 02:57:10 main:574] : INFO : Epoch 2034 | loss: 0.031171 | val_loss: 0.0311836 | Time: 4056.04 ms [2021-10-14 02:57:14 main:574] : INFO : Epoch 2035 | loss: 0.0311807 | val_loss: 0.0311892 | Time: 4006.56 ms [2021-10-14 02:57:18 main:574] : INFO : Epoch 2036 | loss: 0.0311808 | val_loss: 0.0311866 | Time: 4027.38 ms [2021-10-14 02:57:22 main:574] : INFO : Epoch 2037 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 3960.05 ms [2021-10-14 02:57:26 main:574] : INFO : Epoch 2038 | loss: 0.0311799 | val_loss: 0.0311881 | Time: 4103.92 ms [2021-10-14 02:57:30 main:574] : INFO : Epoch 2039 | loss: 0.0311795 | val_loss: 0.0311869 | Time: 3951.31 ms [2021-10-14 02:57:34 main:574] : INFO : Epoch 2040 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 3809.81 ms [2021-10-14 02:57:38 main:574] : INFO : Epoch 2041 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 3921.12 ms [2021-10-14 02:57:42 main:574] : INFO : Epoch 2042 | loss: 0.0311772 | val_loss: 0.0311859 | Time: 3822 ms [2021-10-14 02:57:46 main:574] : INFO : Epoch 2043 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 4051.24 ms [2021-10-14 02:57:50 main:574] : INFO : Epoch 2044 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 4085.56 ms [2021-10-14 02:57:54 main:574] : INFO : Epoch 2045 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 3936.29 ms [2021-10-14 02:57:58 main:574] : INFO : Epoch 2046 | loss: 0.0311735 | val_loss: 0.0311816 | Time: 4298.74 ms [2021-10-14 02:58:02 main:574] : INFO : Epoch 2047 | loss: 0.031174 | val_loss: 0.0311808 | Time: 4126.2 ms [2021-10-14 02:58:06 main:574] : INFO : Epoch 2048 | loss: 0.0311728 | val_loss: 0.031187 | Time: 3797.57 ms [2021-10-14 02:58:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031187 [2021-10-14 02:58:06 main:603] : INFO : Saving end state to config to file [2021-10-14 02:58:06 main:608] : INFO : Success, exiting.. 02:58:06 (18380): 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)