Task 13961730
| Name | ParityModified-1647045397-6232-3-0_0 |
| Workunit | 11034981 |
| Created | 29 Mar 2022, 5:09:18 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 18:32:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 43 min 12 sec |
| CPU time | 1 hours 43 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 3115.36 ms [2022-04-04 20:06:53 main:581] : INFO : Epoch 1538 | loss: 0.031192 | val_loss: 0.0311929 | Time: 3116.27 ms [2022-04-04 20:06:56 main:581] : INFO : Epoch 1539 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 3123.91 ms [2022-04-04 20:06:59 main:581] : INFO : Epoch 1540 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 3126.12 ms [2022-04-04 20:07:02 main:581] : INFO : Epoch 1541 | loss: 0.0311904 | val_loss: 0.0311863 | Time: 3123.1 ms [2022-04-04 20:07:06 main:581] : INFO : Epoch 1542 | loss: 0.031189 | val_loss: 0.0311885 | Time: 3137.73 ms [2022-04-04 20:07:08 main:581] : INFO : Epoch 1543 | loss: 0.0311906 | val_loss: 0.0311894 | Time: 2869.12 ms [2022-04-04 20:07:10 main:581] : INFO : Epoch 1544 | loss: 0.0311935 | val_loss: 0.0311885 | Time: 2037.77 ms [2022-04-04 20:07:12 main:581] : INFO : Epoch 1545 | loss: 0.0311905 | val_loss: 0.0311872 | Time: 1922.7 ms [2022-04-04 20:07:14 main:581] : INFO : Epoch 1546 | loss: 0.03119 | val_loss: 0.0311865 | Time: 1808.96 ms [2022-04-04 20:07:17 main:581] : INFO : Epoch 1547 | loss: 0.0311884 | val_loss: 0.0311864 | Time: 2983.53 ms [2022-04-04 20:07:20 main:581] : INFO : Epoch 1548 | loss: 0.0311897 | val_loss: 0.0311864 | Time: 3088.86 ms [2022-04-04 20:07:23 main:581] : INFO : Epoch 1549 | loss: 0.0311874 | val_loss: 0.0311891 | Time: 3082.04 ms [2022-04-04 20:07:26 main:581] : INFO : Epoch 1550 | loss: 0.0311887 | val_loss: 0.031186 | Time: 3078.66 ms [2022-04-04 20:07:30 main:581] : INFO : Epoch 1551 | loss: 0.0311874 | val_loss: 0.0311912 | Time: 3077.59 ms [2022-04-04 20:07:33 main:581] : INFO : Epoch 1552 | loss: 0.0311938 | val_loss: 0.031195 | Time: 3083.24 ms [2022-04-04 20:07:36 main:581] : INFO : Epoch 1553 | loss: 0.0311893 | val_loss: 0.0311863 | Time: 3073.32 ms [2022-04-04 20:07:39 main:581] : INFO : Epoch 1554 | loss: 0.031187 | val_loss: 0.0311852 | Time: 3076.32 ms [2022-04-04 20:07:42 main:581] : INFO : Epoch 1555 | loss: 0.0311883 | val_loss: 0.0311924 | Time: 3079.35 ms [2022-04-04 20:07:45 main:581] : INFO : Epoch 1556 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 3074.2 ms [2022-04-04 20:07:48 main:581] : INFO : Epoch 1557 | loss: 0.031189 | val_loss: 0.0311873 | Time: 3087.55 ms [2022-04-04 20:07:51 main:581] : INFO : Epoch 1558 | loss: 0.0311888 | val_loss: 0.0311944 | Time: 3088.61 ms [2022-04-04 20:07:54 main:581] : INFO : Epoch 1559 | loss: 0.03119 | val_loss: 0.0311894 | Time: 3084.16 ms [2022-04-04 20:07:57 main:581] : INFO : Epoch 1560 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 3088.38 ms [2022-04-04 20:08:00 main:581] : INFO : Epoch 1561 | loss: 0.0311906 | val_loss: 0.0311937 | Time: 3074.34 ms [2022-04-04 20:08:03 main:581] : INFO : Epoch 1562 | loss: 0.0311887 | val_loss: 0.0311867 | Time: 3094.02 ms [2022-04-04 20:08:07 main:581] : INFO : Epoch 1563 | loss: 0.031188 | val_loss: 0.0311888 | Time: 3104.88 ms [2022-04-04 20:08:10 main:581] : INFO : Epoch 1564 | loss: 0.031191 | val_loss: 0.0311909 | Time: 3091.52 ms [2022-04-04 20:08:13 main:581] : INFO : Epoch 1565 | loss: 0.0311889 | val_loss: 0.0311852 | Time: 3093.71 ms [2022-04-04 20:08:16 main:581] : INFO : Epoch 1566 | loss: 0.0311865 | val_loss: 0.0311856 | Time: 3091.05 ms [2022-04-04 20:08:19 main:581] : INFO : Epoch 1567 | loss: 0.0311946 | val_loss: 0.0311879 | Time: 3089.9 ms [2022-04-04 20:08:22 main:581] : INFO : Epoch 1568 | loss: 0.031193 | val_loss: 0.031189 | Time: 3013.89 ms [2022-04-04 20:08:25 main:581] : INFO : Epoch 1569 | loss: 0.0311854 | val_loss: 0.0311871 | Time: 3085.98 ms [2022-04-04 20:08:28 main:581] : INFO : Epoch 1570 | loss: 0.0311858 | val_loss: 0.0311963 | Time: 3086.79 ms [2022-04-04 20:08:31 main:581] : INFO : Epoch 1571 | loss: 0.0311874 | val_loss: 0.0311863 | Time: 3088.24 ms [2022-04-04 20:08:34 main:581] : INFO : Epoch 1572 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 3081.79 ms [2022-04-04 20:08:37 main:581] : INFO : Epoch 1573 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 3097.68 ms [2022-04-04 20:08:41 main:581] : INFO : Epoch 1574 | loss: 0.031185 | val_loss: 0.0311861 | Time: 3204.28 ms [2022-04-04 20:08:44 main:581] : INFO : Epoch 1575 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 3237.32 ms [2022-04-04 20:08:47 main:581] : INFO : Epoch 1576 | loss: 0.0311871 | val_loss: 0.0311921 | Time: 3136.76 ms [2022-04-04 20:08:50 main:581] : INFO : Epoch 1577 | loss: 0.0311856 | val_loss: 0.0311902 | Time: 3124.99 ms [2022-04-04 20:08:53 main:581] : INFO : Epoch 1578 | loss: 0.0311847 | val_loss: 0.031193 | Time: 3166.76 ms [2022-04-04 20:08:56 main:581] : INFO : Epoch 1579 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 3103.69 ms [2022-04-04 20:08:59 main:581] : INFO : Epoch 1580 | loss: 0.0311855 | val_loss: 0.0311861 | Time: 3123.17 ms [2022-04-04 20:09:03 main:581] : INFO : Epoch 1581 | loss: 0.031187 | val_loss: 0.0311864 | Time: 3168.86 ms [2022-04-04 20:09:06 main:581] : INFO : Epoch 1582 | loss: 0.0311841 | val_loss: 0.0311873 | Time: 3102.5 ms [2022-04-04 20:09:09 main:581] : INFO : Epoch 1583 | loss: 0.0311853 | val_loss: 0.0311879 | Time: 3131.42 ms [2022-04-04 20:09:12 main:581] : INFO : Epoch 1584 | loss: 0.0311839 | val_loss: 0.0311967 | Time: 3150.78 ms [2022-04-04 20:09:15 main:581] : INFO : Epoch 1585 | loss: 0.0311856 | val_loss: 0.031189 | Time: 3156.03 ms [2022-04-04 20:09:18 main:581] : INFO : Epoch 1586 | loss: 0.0311868 | val_loss: 0.0311858 | Time: 3087.45 ms [2022-04-04 20:09:21 main:581] : INFO : Epoch 1587 | loss: 0.0311863 | val_loss: 0.0311876 | Time: 3121.18 ms [2022-04-04 20:09:25 main:581] : INFO : Epoch 1588 | loss: 0.0311837 | val_loss: 0.0311872 | Time: 3129.61 ms [2022-04-04 20:09:28 main:581] : INFO : Epoch 1589 | loss: 0.0311854 | val_loss: 0.0311868 | Time: 3091.47 ms [2022-04-04 20:09:31 main:581] : INFO : Epoch 1590 | loss: 0.0311838 | val_loss: 0.031187 | Time: 3119.85 ms [2022-04-04 20:09:34 main:581] : INFO : Epoch 1591 | loss: 0.0311844 | val_loss: 0.03119 | Time: 3112.13 ms [2022-04-04 20:09:36 main:581] : INFO : Epoch 1592 | loss: 0.0311895 | val_loss: 0.0311896 | Time: 2237.53 ms [2022-04-04 20:09:38 main:581] : INFO : Epoch 1593 | loss: 0.0311862 | val_loss: 0.0311881 | Time: 1832.38 ms [2022-04-04 20:09:40 main:581] : INFO : Epoch 1594 | loss: 0.0311862 | val_loss: 0.0311861 | Time: 1735.58 ms [2022-04-04 20:09:41 main:581] : INFO : Epoch 1595 | loss: 0.0311866 | val_loss: 0.03119 | Time: 1759.43 ms [2022-04-04 20:09:44 main:581] : INFO : Epoch 1596 | loss: 0.0311851 | val_loss: 0.0311876 | Time: 2734.99 ms [2022-04-04 20:09:47 main:581] : INFO : Epoch 1597 | loss: 0.0311875 | val_loss: 0.0311927 | Time: 3085.31 ms [2022-04-04 20:09:50 main:581] : INFO : Epoch 1598 | loss: 0.0311867 | val_loss: 0.0311883 | Time: 3096.68 ms [2022-04-04 20:09:53 main:581] : INFO : Epoch 1599 | loss: 0.0311846 | val_loss: 0.0311882 | Time: 3085.19 ms [2022-04-04 20:09:57 main:581] : INFO : Epoch 1600 | loss: 0.0311848 | val_loss: 0.031185 | Time: 3079.58 ms [2022-04-04 20:10:00 main:581] : INFO : Epoch 1601 | loss: 0.031183 | val_loss: 0.0311849 | Time: 3069 ms [2022-04-04 20:10:03 main:581] : INFO : Epoch 1602 | loss: 0.0311839 | val_loss: 0.0311854 | Time: 3080.78 ms [2022-04-04 20:10:06 main:581] : INFO : Epoch 1603 | loss: 0.0311845 | val_loss: 0.0311884 | Time: 3078.55 ms [2022-04-04 20:10:09 main:581] : INFO : Epoch 1604 | loss: 0.0311851 | val_loss: 0.0311851 | Time: 3084.61 ms [2022-04-04 20:10:12 main:581] : INFO : Epoch 1605 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 3082.56 ms [2022-04-04 20:10:15 main:581] : INFO : Epoch 1606 | loss: 0.0311826 | val_loss: 0.0311851 | Time: 3073.96 ms [2022-04-04 20:10:18 main:581] : INFO : Epoch 1607 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 3083.72 ms [2022-04-04 20:10:21 main:581] : INFO : Epoch 1608 | loss: 0.0311831 | val_loss: 0.0311851 | Time: 3072.78 ms [2022-04-04 20:10:24 main:581] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.0311892 | Time: 3056.43 ms [2022-04-04 20:10:27 main:581] : INFO : Epoch 1610 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 3075.37 ms [2022-04-04 20:10:30 main:581] : INFO : Epoch 1611 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 3062.56 ms [2022-04-04 20:10:33 main:581] : INFO : Epoch 1612 | loss: 0.0311841 | val_loss: 0.0311925 | Time: 3085.23 ms [2022-04-04 20:10:37 main:581] : INFO : Epoch 1613 | loss: 0.0311832 | val_loss: 0.0311867 | Time: 3074.49 ms [2022-04-04 20:10:40 main:581] : INFO : Epoch 1614 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 3071.98 ms [2022-04-04 20:10:43 main:581] : INFO : Epoch 1615 | loss: 0.0311842 | val_loss: 0.0311847 | Time: 3077.57 ms [2022-04-04 20:10:46 main:581] : INFO : Epoch 1616 | loss: 0.0311825 | val_loss: 0.0311824 | Time: 3071.78 ms [2022-04-04 20:10:49 main:581] : INFO : Epoch 1617 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 3074.48 ms [2022-04-04 20:10:52 main:581] : INFO : Epoch 1618 | loss: 0.0311872 | val_loss: 0.031186 | Time: 3079.33 ms [2022-04-04 20:10:55 main:581] : INFO : Epoch 1619 | loss: 0.0311838 | val_loss: 0.0311855 | Time: 3076.21 ms [2022-04-04 20:10:58 main:581] : INFO : Epoch 1620 | loss: 0.0311837 | val_loss: 0.0311835 | Time: 3080.52 ms [2022-04-04 20:11:01 main:581] : INFO : Epoch 1621 | loss: 0.0311839 | val_loss: 0.0311839 | Time: 3018.96 ms [2022-04-04 20:11:04 main:581] : INFO : Epoch 1622 | loss: 0.0311866 | val_loss: 0.0311838 | Time: 3047.08 ms [2022-04-04 20:11:07 main:581] : INFO : Epoch 1623 | loss: 0.0311866 | val_loss: 0.0311835 | Time: 3153.62 ms [2022-04-04 20:11:10 main:581] : INFO : Epoch 1624 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 3229.47 ms [2022-04-04 20:11:14 main:581] : INFO : Epoch 1625 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 3154.05 ms [2022-04-04 20:11:17 main:581] : INFO : Epoch 1626 | loss: 0.0311846 | val_loss: 0.0311903 | Time: 3112.97 ms [2022-04-04 20:11:20 main:581] : INFO : Epoch 1627 | loss: 0.0311869 | val_loss: 0.0311869 | Time: 3085.92 ms [2022-04-04 20:11:23 main:581] : INFO : Epoch 1628 | loss: 0.0311864 | val_loss: 0.0311859 | Time: 3157.77 ms [2022-04-04 20:11:26 main:581] : INFO : Epoch 1629 | loss: 0.0311833 | val_loss: 0.0311874 | Time: 3110.64 ms [2022-04-04 20:11:29 main:581] : INFO : Epoch 1630 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 3125.06 ms [2022-04-04 20:11:32 main:581] : INFO : Epoch 1631 | loss: 0.031183 | val_loss: 0.0311846 | Time: 3078.86 ms [2022-04-04 20:11:35 main:581] : INFO : Epoch 1632 | loss: 0.0311845 | val_loss: 0.031184 | Time: 3117.75 ms [2022-04-04 20:11:39 main:581] : INFO : Epoch 1633 | loss: 0.0311846 | val_loss: 0.031184 | Time: 3125.61 ms [2022-04-04 20:11:42 main:581] : INFO : Epoch 1634 | loss: 0.0311821 | val_loss: 0.0311832 | Time: 3166.43 ms [2022-04-04 20:11:45 main:581] : INFO : Epoch 1635 | loss: 0.0311874 | val_loss: 0.0311932 | Time: 3162.36 ms [2022-04-04 20:11:48 main:581] : INFO : Epoch 1636 | loss: 0.0311863 | val_loss: 0.0311882 | Time: 3121.34 ms [2022-04-04 20:11:51 main:581] : INFO : Epoch 1637 | loss: 0.0311839 | val_loss: 0.0311889 | Time: 3160.74 ms [2022-04-04 20:11:54 main:581] : INFO : Epoch 1638 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 3056.79 ms [2022-04-04 20:11:57 main:581] : INFO : Epoch 1639 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 3075.26 ms [2022-04-04 20:12:00 main:581] : INFO : Epoch 1640 | loss: 0.0311823 | val_loss: 0.0311903 | Time: 3135.7 ms [2022-04-04 20:12:03 main:581] : INFO : Epoch 1641 | loss: 0.0311835 | val_loss: 0.0311936 | Time: 2796.13 ms [2022-04-04 20:12:06 main:581] : INFO : Epoch 1642 | loss: 0.0311819 | val_loss: 0.0311827 | Time: 2633.85 ms [2022-04-04 20:12:08 main:581] : INFO : Epoch 1643 | loss: 0.0311835 | val_loss: 0.0311966 | Time: 1836.5 ms [2022-04-04 20:12:11 main:581] : INFO : Epoch 1644 | loss: 0.0311847 | val_loss: 0.031183 | Time: 2857.26 ms [2022-04-04 20:12:14 main:581] : INFO : Epoch 1645 | loss: 0.0311845 | val_loss: 0.0311871 | Time: 3075.78 ms [2022-04-04 20:12:17 main:581] : INFO : Epoch 1646 | loss: 0.0311862 | val_loss: 0.0311848 | Time: 3080.56 ms [2022-04-04 20:12:20 main:581] : INFO : Epoch 1647 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 3083 ms [2022-04-04 20:12:23 main:581] : INFO : Epoch 1648 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 3078.98 ms [2022-04-04 20:12:26 main:581] : INFO : Epoch 1649 | loss: 0.0311826 | val_loss: 0.0311878 | Time: 3082.82 ms [2022-04-04 20:12:29 main:581] : INFO : Epoch 1650 | loss: 0.0311801 | val_loss: 0.031183 | Time: 3074.32 ms [2022-04-04 20:12:32 main:581] : INFO : Epoch 1651 | loss: 0.0311818 | val_loss: 0.031188 | Time: 3066.48 ms [2022-04-04 20:12:35 main:581] : INFO : Epoch 1652 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 3084.12 ms [2022-04-04 20:12:38 main:581] : INFO : Epoch 1653 | loss: 0.0311801 | val_loss: 0.0311835 | Time: 3080.28 ms [2022-04-04 20:12:41 main:581] : INFO : Epoch 1654 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 3080.08 ms [2022-04-04 20:12:44 main:581] : INFO : Epoch 1655 | loss: 0.0311796 | val_loss: 0.031182 | Time: 3115.17 ms [2022-04-04 20:12:48 main:581] : INFO : Epoch 1656 | loss: 0.0311785 | val_loss: 0.0311817 | Time: 3071.63 ms [2022-04-04 20:12:51 main:581] : INFO : Epoch 1657 | loss: 0.031181 | val_loss: 0.0311843 | Time: 3078.91 ms [2022-04-04 20:12:54 main:581] : INFO : Epoch 1658 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 3083.02 ms [2022-04-04 20:12:57 main:581] : INFO : Epoch 1659 | loss: 0.0311886 | val_loss: 0.031184 | Time: 3086.82 ms [2022-04-04 20:13:00 main:581] : INFO : Epoch 1660 | loss: 0.0311839 | val_loss: 0.0311933 | Time: 3082.83 ms [2022-04-04 20:13:03 main:581] : INFO : Epoch 1661 | loss: 0.0311828 | val_loss: 0.0311826 | Time: 3047.97 ms [2022-04-04 20:13:06 main:581] : INFO : Epoch 1662 | loss: 0.0311804 | val_loss: 0.0311861 | Time: 3084.02 ms [2022-04-04 20:13:09 main:581] : INFO : Epoch 1663 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 3092.91 ms [2022-04-04 20:13:12 main:581] : INFO : Epoch 1664 | loss: 0.0311837 | val_loss: 0.031184 | Time: 3075.39 ms [2022-04-04 20:13:15 main:581] : INFO : Epoch 1665 | loss: 0.0311803 | val_loss: 0.031183 | Time: 3071.76 ms [2022-04-04 20:13:18 main:581] : INFO : Epoch 1666 | loss: 0.0311805 | val_loss: 0.031182 | Time: 3082.6 ms [2022-04-04 20:13:21 main:581] : INFO : Epoch 1667 | loss: 0.031185 | val_loss: 0.0311911 | Time: 3077.33 ms [2022-04-04 20:13:25 main:581] : INFO : Epoch 1668 | loss: 0.031184 | val_loss: 0.0311834 | Time: 3071.83 ms [2022-04-04 20:13:28 main:581] : INFO : Epoch 1669 | loss: 0.0311806 | val_loss: 0.031185 | Time: 3063.22 ms [2022-04-04 20:13:31 main:581] : INFO : Epoch 1670 | loss: 0.0311834 | val_loss: 0.0311822 | Time: 3071.76 ms [2022-04-04 20:13:34 main:581] : INFO : Epoch 1671 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 3174.96 ms [2022-04-04 20:13:37 main:581] : INFO : Epoch 1672 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 3214.83 ms [2022-04-04 20:13:40 main:581] : INFO : Epoch 1673 | loss: 0.0311822 | val_loss: 0.0311848 | Time: 3153.14 ms [2022-04-04 20:13:43 main:581] : INFO : Epoch 1674 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 3137.81 ms [2022-04-04 20:13:46 main:581] : INFO : Epoch 1675 | loss: 0.0311793 | val_loss: 0.0311886 | Time: 3131.8 ms [2022-04-04 20:13:50 main:581] : INFO : Epoch 1676 | loss: 0.0311808 | val_loss: 0.0312001 | Time: 3196.93 ms [2022-04-04 20:13:53 main:581] : INFO : Epoch 1677 | loss: 0.0311829 | val_loss: 0.0311826 | Time: 3123.93 ms [2022-04-04 20:13:56 main:581] : INFO : Epoch 1678 | loss: 0.0311827 | val_loss: 0.0311839 | Time: 3139.88 ms [2022-04-04 20:13:59 main:581] : INFO : Epoch 1679 | loss: 0.0311821 | val_loss: 0.0311825 | Time: 3219.7 ms [2022-04-04 20:14:02 main:581] : INFO : Epoch 1680 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 3134.86 ms [2022-04-04 20:14:05 main:581] : INFO : Epoch 1681 | loss: 0.03118 | val_loss: 0.0311829 | Time: 3163.21 ms [2022-04-04 20:14:09 main:581] : INFO : Epoch 1682 | loss: 0.0311843 | val_loss: 0.0311877 | Time: 3183.74 ms [2022-04-04 20:14:12 main:581] : INFO : Epoch 1683 | loss: 0.031184 | val_loss: 0.0311873 | Time: 3128.15 ms [2022-04-04 20:14:15 main:581] : INFO : Epoch 1684 | loss: 0.0311833 | val_loss: 0.0311827 | Time: 3133.22 ms [2022-04-04 20:14:18 main:581] : INFO : Epoch 1685 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 3136.52 ms [2022-04-04 20:14:21 main:581] : INFO : Epoch 1686 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 3113.33 ms [2022-04-04 20:14:24 main:581] : INFO : Epoch 1687 | loss: 0.0311796 | val_loss: 0.0311825 | Time: 3122.63 ms [2022-04-04 20:14:27 main:581] : INFO : Epoch 1688 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 3117.49 ms [2022-04-04 20:14:30 main:581] : INFO : Epoch 1689 | loss: 0.0311822 | val_loss: 0.0311843 | Time: 2544.55 ms [2022-04-04 20:14:32 main:581] : INFO : Epoch 1690 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 1936.65 ms [2022-04-04 20:14:34 main:581] : INFO : Epoch 1691 | loss: 0.0311813 | val_loss: 0.0311835 | Time: 1861.98 ms [2022-04-04 20:14:36 main:581] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.0311915 | Time: 2414.73 ms [2022-04-04 20:14:39 main:581] : INFO : Epoch 1693 | loss: 0.0311805 | val_loss: 0.0311852 | Time: 3083.97 ms [2022-04-04 20:14:42 main:581] : INFO : Epoch 1694 | loss: 0.0311789 | val_loss: 0.0311825 | Time: 3080.44 ms [2022-04-04 20:14:45 main:581] : INFO : Epoch 1695 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 3099.65 ms [2022-04-04 20:14:48 main:581] : INFO : Epoch 1696 | loss: 0.0311885 | val_loss: 0.0312037 | Time: 3094.34 ms [2022-04-04 20:14:52 main:581] : INFO : Epoch 1697 | loss: 0.0311867 | val_loss: 0.0311866 | Time: 3102.53 ms [2022-04-04 20:14:55 main:581] : INFO : Epoch 1698 | loss: 0.0311803 | val_loss: 0.0311945 | Time: 3094.93 ms [2022-04-04 20:14:58 main:581] : INFO : Epoch 1699 | loss: 0.0311857 | val_loss: 0.0311855 | Time: 3076.68 ms [2022-04-04 20:15:01 main:581] : INFO : Epoch 1700 | loss: 0.0311861 | val_loss: 0.0311865 | Time: 3076.23 ms [2022-04-04 20:15:04 main:581] : INFO : Epoch 1701 | loss: 0.03118 | val_loss: 0.0311814 | Time: 3071.23 ms [2022-04-04 20:15:07 main:581] : INFO : Epoch 1702 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 3072.56 ms [2022-04-04 20:15:10 main:581] : INFO : Epoch 1703 | loss: 0.0311787 | val_loss: 0.0311827 | Time: 3081.78 ms [2022-04-04 20:15:13 main:581] : INFO : Epoch 1704 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 3093.99 ms [2022-04-04 20:15:16 main:581] : INFO : Epoch 1705 | loss: 0.0311804 | val_loss: 0.0311856 | Time: 3086.09 ms [2022-04-04 20:15:19 main:581] : INFO : Epoch 1706 | loss: 0.0311793 | val_loss: 0.031185 | Time: 3089.62 ms [2022-04-04 20:15:22 main:581] : INFO : Epoch 1707 | loss: 0.0311814 | val_loss: 0.0311888 | Time: 3082.32 ms [2022-04-04 20:15:26 main:581] : INFO : Epoch 1708 | loss: 0.031182 | val_loss: 0.0311842 | Time: 3069.33 ms [2022-04-04 20:15:29 main:581] : INFO : Epoch 1709 | loss: 0.0311832 | val_loss: 0.0311836 | Time: 3079.26 ms [2022-04-04 20:15:32 main:581] : INFO : Epoch 1710 | loss: 0.0311837 | val_loss: 0.031182 | Time: 3111.39 ms [2022-04-04 20:15:35 main:581] : INFO : Epoch 1711 | loss: 0.0311833 | val_loss: 0.0311941 | Time: 3096.6 ms [2022-04-04 20:15:38 main:581] : INFO : Epoch 1712 | loss: 0.0311866 | val_loss: 0.0311874 | Time: 3073.82 ms [2022-04-04 20:15:41 main:581] : INFO : Epoch 1713 | loss: 0.0311865 | val_loss: 0.0311904 | Time: 3080.27 ms [2022-04-04 20:15:44 main:581] : INFO : Epoch 1714 | loss: 0.031182 | val_loss: 0.0311825 | Time: 3091.51 ms [2022-04-04 20:15:47 main:581] : INFO : Epoch 1715 | loss: 0.0311805 | val_loss: 0.0311816 | Time: 3095.44 ms [2022-04-04 20:15:50 main:581] : INFO : Epoch 1716 | loss: 0.0311808 | val_loss: 0.0311817 | Time: 3094.4 ms [2022-04-04 20:15:53 main:581] : INFO : Epoch 1717 | loss: 0.03118 | val_loss: 0.0311816 | Time: 3093.4 ms [2022-04-04 20:15:56 main:581] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.031183 | Time: 3081.91 ms [2022-04-04 20:16:00 main:581] : INFO : Epoch 1719 | loss: 0.0311857 | val_loss: 0.0311833 | Time: 3147 ms [2022-04-04 20:16:03 main:581] : INFO : Epoch 1720 | loss: 0.0311807 | val_loss: 0.0311824 | Time: 3196.78 ms [2022-04-04 20:16:06 main:581] : INFO : Epoch 1721 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 3169.69 ms [2022-04-04 20:16:09 main:581] : INFO : Epoch 1722 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 3133.79 ms [2022-04-04 20:16:12 main:581] : INFO : Epoch 1723 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 3145.83 ms [2022-04-04 20:16:15 main:581] : INFO : Epoch 1724 | loss: 0.0311803 | val_loss: 0.0311806 | Time: 3175.47 ms [2022-04-04 20:16:18 main:581] : INFO : Epoch 1725 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 3101.49 ms [2022-04-04 20:16:22 main:581] : INFO : Epoch 1726 | loss: 0.0311805 | val_loss: 0.0311811 | Time: 3096.96 ms [2022-04-04 20:16:25 main:581] : INFO : Epoch 1727 | loss: 0.0311792 | val_loss: 0.0311804 | Time: 3160.84 ms [2022-04-04 20:16:28 main:581] : INFO : Epoch 1728 | loss: 0.0311786 | val_loss: 0.0311832 | Time: 3094.73 ms [2022-04-04 20:16:31 main:581] : INFO : Epoch 1729 | loss: 0.0311799 | val_loss: 0.0311889 | Time: 3145.42 ms [2022-04-04 20:16:34 main:581] : INFO : Epoch 1730 | loss: 0.0311846 | val_loss: 0.0311932 | Time: 3204.88 ms [2022-04-04 20:16:37 main:581] : INFO : Epoch 1731 | loss: 0.031182 | val_loss: 0.0311862 | Time: 3173.19 ms [2022-04-04 20:16:40 main:581] : INFO : Epoch 1732 | loss: 0.0311807 | val_loss: 0.031182 | Time: 3108.09 ms [2022-04-04 20:16:44 main:581] : INFO : Epoch 1733 | loss: 0.0311789 | val_loss: 0.0311822 | Time: 3138.71 ms [2022-04-04 20:16:47 main:581] : INFO : Epoch 1734 | loss: 0.0311799 | val_loss: 0.0311899 | Time: 3126.27 ms [2022-04-04 20:16:50 main:581] : INFO : Epoch 1735 | loss: 0.0311789 | val_loss: 0.0311809 | Time: 3098.94 ms [2022-04-04 20:16:53 main:581] : INFO : Epoch 1736 | loss: 0.03118 | val_loss: 0.0311835 | Time: 3130.06 ms [2022-04-04 20:16:56 main:581] : INFO : Epoch 1737 | loss: 0.0311857 | val_loss: 0.0311896 | Time: 2870.55 ms [2022-04-04 20:16:58 main:581] : INFO : Epoch 1738 | loss: 0.031181 | val_loss: 0.0311944 | Time: 2129.92 ms [2022-04-04 20:17:00 main:581] : INFO : Epoch 1739 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1866.44 ms [2022-04-04 20:17:02 main:581] : INFO : Epoch 1740 | loss: 0.0311793 | val_loss: 0.03118 | Time: 2318.78 ms [2022-04-04 20:17:05 main:581] : INFO : Epoch 1741 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 3068.44 ms [2022-04-04 20:17:08 main:581] : INFO : Epoch 1742 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 3091.72 ms [2022-04-04 20:17:11 main:581] : INFO : Epoch 1743 | loss: 0.031179 | val_loss: 0.0311826 | Time: 3079.04 ms [2022-04-04 20:17:15 main:581] : INFO : Epoch 1744 | loss: 0.0311794 | val_loss: 0.0311847 | Time: 3100 ms [2022-04-04 20:17:18 main:581] : INFO : Epoch 1745 | loss: 0.0311778 | val_loss: 0.0311826 | Time: 3105.16 ms [2022-04-04 20:17:21 main:581] : INFO : Epoch 1746 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 3096.03 ms [2022-04-04 20:17:24 main:581] : INFO : Epoch 1747 | loss: 0.0311788 | val_loss: 0.0311849 | Time: 3032.7 ms [2022-04-04 20:17:27 main:581] : INFO : Epoch 1748 | loss: 0.0311784 | val_loss: 0.0311884 | Time: 3092.04 ms [2022-04-04 20:17:30 main:581] : INFO : Epoch 1749 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 3066.95 ms [2022-04-04 20:17:33 main:581] : INFO : Epoch 1750 | loss: 0.0311761 | val_loss: 0.0311828 | Time: 3084.19 ms [2022-04-04 20:17:36 main:581] : INFO : Epoch 1751 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 3089.81 ms [2022-04-04 20:17:39 main:581] : INFO : Epoch 1752 | loss: 0.0311768 | val_loss: 0.031183 | Time: 3087.13 ms [2022-04-04 20:17:42 main:581] : INFO : Epoch 1753 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 3087.73 ms [2022-04-04 20:17:45 main:581] : INFO : Epoch 1754 | loss: 0.031177 | val_loss: 0.0311878 | Time: 3086.51 ms [2022-04-04 20:17:48 main:581] : INFO : Epoch 1755 | loss: 0.0311751 | val_loss: 0.0311809 | Time: 3083.82 ms [2022-04-04 20:17:51 main:581] : INFO : Epoch 1756 | loss: 0.031175 | val_loss: 0.0311811 | Time: 3083.96 ms [2022-04-04 20:17:55 main:581] : INFO : Epoch 1757 | loss: 0.0311772 | val_loss: 0.0311816 | Time: 3089.52 ms [2022-04-04 20:17:58 main:581] : INFO : Epoch 1758 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 3073.89 ms [2022-04-04 20:18:01 main:581] : INFO : Epoch 1759 | loss: 0.0311797 | val_loss: 0.0311829 | Time: 2999.45 ms [2022-04-04 20:18:04 main:581] : INFO : Epoch 1760 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 3080.44 ms [2022-04-04 20:18:07 main:581] : INFO : Epoch 1761 | loss: 0.031179 | val_loss: 0.0311868 | Time: 3073.83 ms [2022-04-04 20:18:10 main:581] : INFO : Epoch 1762 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 3079.01 ms [2022-04-04 20:18:13 main:581] : INFO : Epoch 1763 | loss: 0.03118 | val_loss: 0.0311822 | Time: 3083.55 ms [2022-04-04 20:18:16 main:581] : INFO : Epoch 1764 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 3085.06 ms [2022-04-04 20:18:19 main:581] : INFO : Epoch 1765 | loss: 0.031182 | val_loss: 0.0311887 | Time: 3082.7 ms [2022-04-04 20:18:22 main:581] : INFO : Epoch 1766 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 3076.38 ms [2022-04-04 20:18:25 main:581] : INFO : Epoch 1767 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 3115.34 ms [2022-04-04 20:18:29 main:581] : INFO : Epoch 1768 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 3241.14 ms [2022-04-04 20:18:32 main:581] : INFO : Epoch 1769 | loss: 0.031178 | val_loss: 0.0311841 | Time: 3145.5 ms [2022-04-04 20:18:35 main:581] : INFO : Epoch 1770 | loss: 0.031177 | val_loss: 0.0311794 | Time: 3136.37 ms [2022-04-04 20:18:38 main:581] : INFO : Epoch 1771 | loss: 0.031175 | val_loss: 0.0311857 | Time: 3148.17 ms [2022-04-04 20:18:41 main:581] : INFO : Epoch 1772 | loss: 0.0311776 | val_loss: 0.0311822 | Time: 3067.53 ms [2022-04-04 20:18:44 main:581] : INFO : Epoch 1773 | loss: 0.0311772 | val_loss: 0.0311851 | Time: 3171.28 ms [2022-04-04 20:18:47 main:581] : INFO : Epoch 1774 | loss: 0.0311776 | val_loss: 0.0311823 | Time: 3091.97 ms [2022-04-04 20:18:51 main:581] : INFO : Epoch 1775 | loss: 0.0311778 | val_loss: 0.0311933 | Time: 3190.49 ms [2022-04-04 20:18:54 main:581] : INFO : Epoch 1776 | loss: 0.0311752 | val_loss: 0.031182 | Time: 3089.46 ms [2022-04-04 20:18:57 main:581] : INFO : Epoch 1777 | loss: 0.0311763 | val_loss: 0.0311799 | Time: 3133.5 ms [2022-04-04 20:19:00 main:581] : INFO : Epoch 1778 | loss: 0.0311789 | val_loss: 0.031182 | Time: 3185.63 ms [2022-04-04 20:19:03 main:581] : INFO : Epoch 1779 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 3147.78 ms [2022-04-04 20:19:06 main:581] : INFO : Epoch 1780 | loss: 0.0311811 | val_loss: 0.03119 | Time: 3123.68 ms [2022-04-04 20:19:09 main:581] : INFO : Epoch 1781 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 3132.8 ms [2022-04-04 20:19:12 main:581] : INFO : Epoch 1782 | loss: 0.0311758 | val_loss: 0.0311789 | Time: 3127.22 ms [2022-04-04 20:19:16 main:581] : INFO : Epoch 1783 | loss: 0.0311756 | val_loss: 0.0311809 | Time: 3115.69 ms [2022-04-04 20:19:19 main:581] : INFO : Epoch 1784 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 3121.51 ms [2022-04-04 20:19:22 main:581] : INFO : Epoch 1785 | loss: 0.0311751 | val_loss: 0.031181 | Time: 2940.43 ms [2022-04-04 20:19:24 main:581] : INFO : Epoch 1786 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 2077.71 ms [2022-04-04 20:19:26 main:581] : INFO : Epoch 1787 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 1934 ms [2022-04-04 20:19:28 main:581] : INFO : Epoch 1788 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 1914.43 ms [2022-04-04 20:19:31 main:581] : INFO : Epoch 1789 | loss: 0.0311756 | val_loss: 0.0311815 | Time: 3032.29 ms [2022-04-04 20:19:34 main:581] : INFO : Epoch 1790 | loss: 0.0311807 | val_loss: 0.0311815 | Time: 3083.8 ms [2022-04-04 20:19:37 main:581] : INFO : Epoch 1791 | loss: 0.0311797 | val_loss: 0.0311815 | Time: 3085.73 ms [2022-04-04 20:19:40 main:581] : INFO : Epoch 1792 | loss: 0.0311809 | val_loss: 0.0311853 | Time: 3086.61 ms [2022-04-04 20:19:43 main:581] : INFO : Epoch 1793 | loss: 0.03118 | val_loss: 0.0311809 | Time: 3089.36 ms [2022-04-04 20:19:46 main:581] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311806 | Time: 3077.17 ms [2022-04-04 20:19:49 main:581] : INFO : Epoch 1795 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 3072.39 ms [2022-04-04 20:19:52 main:581] : INFO : Epoch 1796 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 3084.04 ms [2022-04-04 20:19:55 main:581] : INFO : Epoch 1797 | loss: 0.0311804 | val_loss: 0.0311797 | Time: 3069.13 ms [2022-04-04 20:19:58 main:581] : INFO : Epoch 1798 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3074.57 ms [2022-04-04 20:20:01 main:581] : INFO : Epoch 1799 | loss: 0.0311779 | val_loss: 0.0311858 | Time: 3055.89 ms [2022-04-04 20:20:04 main:581] : INFO : Epoch 1800 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 3078.14 ms [2022-04-04 20:20:08 main:581] : INFO : Epoch 1801 | loss: 0.0311791 | val_loss: 0.0311799 | Time: 3082.55 ms [2022-04-04 20:20:11 main:581] : INFO : Epoch 1802 | loss: 0.0311775 | val_loss: 0.03118 | Time: 3083.99 ms [2022-04-04 20:20:14 main:581] : INFO : Epoch 1803 | loss: 0.0311764 | val_loss: 0.0311793 | Time: 3076.93 ms [2022-04-04 20:20:17 main:581] : INFO : Epoch 1804 | loss: 0.0311763 | val_loss: 0.0311795 | Time: 3090.61 ms [2022-04-04 20:20:20 main:581] : INFO : Epoch 1805 | loss: 0.0311754 | val_loss: 0.031179 | Time: 3076.21 ms [2022-04-04 20:20:23 main:581] : INFO : Epoch 1806 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 3088.03 ms [2022-04-04 20:20:26 main:581] : INFO : Epoch 1807 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 3084.83 ms [2022-04-04 20:20:29 main:581] : INFO : Epoch 1808 | loss: 0.031175 | val_loss: 0.0311832 | Time: 3075.12 ms [2022-04-04 20:20:32 main:581] : INFO : Epoch 1809 | loss: 0.0311755 | val_loss: 0.0311785 | Time: 3067.76 ms [2022-04-04 20:20:35 main:581] : INFO : Epoch 1810 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 3060.83 ms [2022-04-04 20:20:38 main:581] : INFO : Epoch 1811 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 3070.43 ms [2022-04-04 20:20:41 main:581] : INFO : Epoch 1812 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 3083.19 ms [2022-04-04 20:20:45 main:581] : INFO : Epoch 1813 | loss: 0.0311758 | val_loss: 0.0311821 | Time: 3085.17 ms [2022-04-04 20:20:48 main:581] : INFO : Epoch 1814 | loss: 0.0311742 | val_loss: 0.0311844 | Time: 3045.35 ms [2022-04-04 20:20:51 main:581] : INFO : Epoch 1815 | loss: 0.0311744 | val_loss: 0.0311857 | Time: 3095.32 ms [2022-04-04 20:20:54 main:581] : INFO : Epoch 1816 | loss: 0.031175 | val_loss: 0.0311824 | Time: 3200.5 ms [2022-04-04 20:20:57 main:581] : INFO : Epoch 1817 | loss: 0.03118 | val_loss: 0.0311834 | Time: 3168.29 ms [2022-04-04 20:21:00 main:581] : INFO : Epoch 1818 | loss: 0.0311775 | val_loss: 0.0311863 | Time: 3125.23 ms [2022-04-04 20:21:03 main:581] : INFO : Epoch 1819 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 3150.67 ms [2022-04-04 20:21:06 main:581] : INFO : Epoch 1820 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 3137.33 ms [2022-04-04 20:21:10 main:581] : INFO : Epoch 1821 | loss: 0.0311764 | val_loss: 0.0311778 | Time: 3129.93 ms [2022-04-04 20:21:13 main:581] : INFO : Epoch 1822 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 3173.64 ms [2022-04-04 20:21:16 main:581] : INFO : Epoch 1823 | loss: 0.0311751 | val_loss: 0.0311817 | Time: 3114.9 ms [2022-04-04 20:21:19 main:581] : INFO : Epoch 1824 | loss: 0.031174 | val_loss: 0.0311781 | Time: 3122.37 ms [2022-04-04 20:21:22 main:581] : INFO : Epoch 1825 | loss: 0.0311726 | val_loss: 0.0311778 | Time: 3129.68 ms [2022-04-04 20:21:25 main:581] : INFO : Epoch 1826 | loss: 0.0311729 | val_loss: 0.0311787 | Time: 3149.22 ms [2022-04-04 20:21:28 main:581] : INFO : Epoch 1827 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 3158.83 ms [2022-04-04 20:21:32 main:581] : INFO : Epoch 1828 | loss: 0.031179 | val_loss: 0.0311791 | Time: 3127.58 ms [2022-04-04 20:21:35 main:581] : INFO : Epoch 1829 | loss: 0.0311761 | val_loss: 0.0311858 | Time: 3105.43 ms [2022-04-04 20:21:38 main:581] : INFO : Epoch 1830 | loss: 0.0311811 | val_loss: 0.0311883 | Time: 3178.07 ms [2022-04-04 20:21:41 main:581] : INFO : Epoch 1831 | loss: 0.0311801 | val_loss: 0.0311831 | Time: 3115.21 ms [2022-04-04 20:21:44 main:581] : INFO : Epoch 1832 | loss: 0.0311789 | val_loss: 0.0311839 | Time: 3102.56 ms [2022-04-04 20:21:47 main:581] : INFO : Epoch 1833 | loss: 0.0311817 | val_loss: 0.0311843 | Time: 3048.83 ms [2022-04-04 20:21:49 main:581] : INFO : Epoch 1834 | loss: 0.0311823 | val_loss: 0.0311826 | Time: 2355.88 ms [2022-04-04 20:21:51 main:581] : INFO : Epoch 1835 | loss: 0.031182 | val_loss: 0.0311884 | Time: 1959.68 ms [2022-04-04 20:21:53 main:581] : INFO : Epoch 1836 | loss: 0.0311832 | val_loss: 0.0311866 | Time: 1846.92 ms [2022-04-04 20:21:56 main:581] : INFO : Epoch 1837 | loss: 0.0311846 | val_loss: 0.0311807 | Time: 2886.6 ms [2022-04-04 20:21:59 main:581] : INFO : Epoch 1838 | loss: 0.031182 | val_loss: 0.0311835 | Time: 3107.12 ms [2022-04-04 20:22:02 main:581] : INFO : Epoch 1839 | loss: 0.0311807 | val_loss: 0.0311822 | Time: 3106.67 ms [2022-04-04 20:22:05 main:581] : INFO : Epoch 1840 | loss: 0.0311806 | val_loss: 0.0311807 | Time: 3095.68 ms [2022-04-04 20:22:09 main:581] : INFO : Epoch 1841 | loss: 0.0311798 | val_loss: 0.031181 | Time: 3094.57 ms [2022-04-04 20:22:12 main:581] : INFO : Epoch 1842 | loss: 0.0311806 | val_loss: 0.0311813 | Time: 3112.24 ms [2022-04-04 20:22:15 main:581] : INFO : Epoch 1843 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 3109.13 ms [2022-04-04 20:22:18 main:581] : INFO : Epoch 1844 | loss: 0.0311798 | val_loss: 0.0311894 | Time: 3103.95 ms [2022-04-04 20:22:21 main:581] : INFO : Epoch 1845 | loss: 0.0311824 | val_loss: 0.0311941 | Time: 3103.17 ms [2022-04-04 20:22:24 main:581] : INFO : Epoch 1846 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 3067.98 ms [2022-04-04 20:22:27 main:581] : INFO : Epoch 1847 | loss: 0.0311811 | val_loss: 0.031184 | Time: 3073.31 ms [2022-04-04 20:22:30 main:581] : INFO : Epoch 1848 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 3019.2 ms [2022-04-04 20:22:33 main:581] : INFO : Epoch 1849 | loss: 0.0311813 | val_loss: 0.0311807 | Time: 3066.81 ms [2022-04-04 20:22:36 main:581] : INFO : Epoch 1850 | loss: 0.031178 | val_loss: 0.0311827 | Time: 3072.83 ms [2022-04-04 20:22:39 main:581] : INFO : Epoch 1851 | loss: 0.031179 | val_loss: 0.0311826 | Time: 3062.14 ms [2022-04-04 20:22:42 main:581] : INFO : Epoch 1852 | loss: 0.0311763 | val_loss: 0.0311836 | Time: 3085.8 ms [2022-04-04 20:22:46 main:581] : INFO : Epoch 1853 | loss: 0.0311774 | val_loss: 0.0311794 | Time: 3100.26 ms [2022-04-04 20:22:49 main:581] : INFO : Epoch 1854 | loss: 0.031178 | val_loss: 0.0311793 | Time: 3085.3 ms [2022-04-04 20:22:52 main:581] : INFO : Epoch 1855 | loss: 0.0311775 | val_loss: 0.0311815 | Time: 3084.31 ms [2022-04-04 20:22:55 main:581] : INFO : Epoch 1856 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 3073.37 ms [2022-04-04 20:22:58 main:581] : INFO : Epoch 1857 | loss: 0.0311784 | val_loss: 0.0311827 | Time: 3079.82 ms [2022-04-04 20:23:01 main:581] : INFO : Epoch 1858 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 3078.83 ms [2022-04-04 20:23:04 main:581] : INFO : Epoch 1859 | loss: 0.0311755 | val_loss: 0.031183 | Time: 3075.09 ms [2022-04-04 20:23:07 main:581] : INFO : Epoch 1860 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 3075.37 ms [2022-04-04 20:23:10 main:581] : INFO : Epoch 1861 | loss: 0.031178 | val_loss: 0.031185 | Time: 3082.77 ms [2022-04-04 20:23:13 main:581] : INFO : Epoch 1862 | loss: 0.0311751 | val_loss: 0.0311794 | Time: 3085.06 ms [2022-04-04 20:23:16 main:581] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 3073.17 ms [2022-04-04 20:23:19 main:581] : INFO : Epoch 1864 | loss: 0.0311751 | val_loss: 0.031177 | Time: 3099.79 ms [2022-04-04 20:23:23 main:581] : INFO : Epoch 1865 | loss: 0.0311754 | val_loss: 0.031179 | Time: 3190.88 ms [2022-04-04 20:23:26 main:581] : INFO : Epoch 1866 | loss: 0.0311753 | val_loss: 0.0311799 | Time: 3148.09 ms [2022-04-04 20:23:29 main:581] : INFO : Epoch 1867 | loss: 0.0311763 | val_loss: 0.0311782 | Time: 3163.3 ms [2022-04-04 20:23:32 main:581] : INFO : Epoch 1868 | loss: 0.0311753 | val_loss: 0.0311801 | Time: 3096.82 ms [2022-04-04 20:23:35 main:581] : INFO : Epoch 1869 | loss: 0.0311773 | val_loss: 0.0311804 | Time: 3162.93 ms [2022-04-04 20:23:38 main:581] : INFO : Epoch 1870 | loss: 0.0311779 | val_loss: 0.0311823 | Time: 3125.46 ms [2022-04-04 20:23:42 main:581] : INFO : Epoch 1871 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 3156.05 ms [2022-04-04 20:23:45 main:581] : INFO : Epoch 1872 | loss: 0.0311798 | val_loss: 0.0311811 | Time: 3122.61 ms [2022-04-04 20:23:48 main:581] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.0311785 | Time: 3123.27 ms [2022-04-04 20:23:51 main:581] : INFO : Epoch 1874 | loss: 0.0311798 | val_loss: 0.0311796 | Time: 3189.42 ms [2022-04-04 20:23:54 main:581] : INFO : Epoch 1875 | loss: 0.0311781 | val_loss: 0.0311799 | Time: 3141.13 ms [2022-04-04 20:23:57 main:581] : INFO : Epoch 1876 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 3194.93 ms [2022-04-04 20:24:00 main:581] : INFO : Epoch 1877 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 3130.69 ms [2022-04-04 20:24:04 main:581] : INFO : Epoch 1878 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 3141.13 ms [2022-04-04 20:24:07 main:581] : INFO : Epoch 1879 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 3102.07 ms [2022-04-04 20:24:10 main:581] : INFO : Epoch 1880 | loss: 0.0311797 | val_loss: 0.0311755 | Time: 3124.94 ms [2022-04-04 20:24:13 main:581] : INFO : Epoch 1881 | loss: 0.0311784 | val_loss: 0.0311763 | Time: 3117.46 ms [2022-04-04 20:24:15 main:581] : INFO : Epoch 1882 | loss: 0.0311742 | val_loss: 0.0311765 | Time: 2390.32 ms [2022-04-04 20:24:17 main:581] : INFO : Epoch 1883 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 1902.24 ms [2022-04-04 20:24:19 main:581] : INFO : Epoch 1884 | loss: 0.0311764 | val_loss: 0.0311746 | Time: 1860.12 ms [2022-04-04 20:24:21 main:581] : INFO : Epoch 1885 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1728.76 ms [2022-04-04 20:24:24 main:581] : INFO : Epoch 1886 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 2974.23 ms [2022-04-04 20:24:27 main:581] : INFO : Epoch 1887 | loss: 0.0311758 | val_loss: 0.03118 | Time: 3096.4 ms [2022-04-04 20:24:30 main:581] : INFO : Epoch 1888 | loss: 0.0311757 | val_loss: 0.0311812 | Time: 3084.35 ms [2022-04-04 20:24:33 main:581] : INFO : Epoch 1889 | loss: 0.0311762 | val_loss: 0.031181 | Time: 3095.06 ms [2022-04-04 20:24:36 main:581] : INFO : Epoch 1890 | loss: 0.0311752 | val_loss: 0.0311788 | Time: 3082.28 ms [2022-04-04 20:24:39 main:581] : INFO : Epoch 1891 | loss: 0.0311732 | val_loss: 0.0311843 | Time: 3087.26 ms [2022-04-04 20:24:42 main:581] : INFO : Epoch 1892 | loss: 0.031172 | val_loss: 0.0311797 | Time: 3081 ms [2022-04-04 20:24:45 main:581] : INFO : Epoch 1893 | loss: 0.0311741 | val_loss: 0.031177 | Time: 3057.45 ms [2022-04-04 20:24:48 main:581] : INFO : Epoch 1894 | loss: 0.0311737 | val_loss: 0.0311767 | Time: 3061.57 ms [2022-04-04 20:24:51 main:581] : INFO : Epoch 1895 | loss: 0.0311739 | val_loss: 0.0311765 | Time: 3072.51 ms [2022-04-04 20:24:55 main:581] : INFO : Epoch 1896 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 3103.35 ms [2022-04-04 20:24:58 main:581] : INFO : Epoch 1897 | loss: 0.031173 | val_loss: 0.0311762 | Time: 3094.23 ms [2022-04-04 20:25:01 main:581] : INFO : Epoch 1898 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 3069.32 ms [2022-04-04 20:25:04 main:581] : INFO : Epoch 1899 | loss: 0.031172 | val_loss: 0.0311785 | Time: 3090.84 ms [2022-04-04 20:25:07 main:581] : INFO : Epoch 1900 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 3083.12 ms [2022-04-04 20:25:10 main:581] : INFO : Epoch 1901 | loss: 0.0311721 | val_loss: 0.0311795 | Time: 3079.16 ms [2022-04-04 20:25:13 main:581] : INFO : Epoch 1902 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 3070.73 ms [2022-04-04 20:25:16 main:581] : INFO : Epoch 1903 | loss: 0.0311732 | val_loss: 0.031184 | Time: 3076.52 ms [2022-04-04 20:25:19 main:581] : INFO : Epoch 1904 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 3077.03 ms [2022-04-04 20:25:22 main:581] : INFO : Epoch 1905 | loss: 0.0311707 | val_loss: 0.0311768 | Time: 3054.29 ms [2022-04-04 20:25:25 main:581] : INFO : Epoch 1906 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 3096.78 ms [2022-04-04 20:25:28 main:581] : INFO : Epoch 1907 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 3070.4 ms [2022-04-04 20:25:32 main:581] : INFO : Epoch 1908 | loss: 0.0311709 | val_loss: 0.031178 | Time: 3081.71 ms [2022-04-04 20:25:35 main:581] : INFO : Epoch 1909 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 3054.82 ms [2022-04-04 20:25:38 main:581] : INFO : Epoch 1910 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 3090.09 ms [2022-04-04 20:25:41 main:581] : INFO : Epoch 1911 | loss: 0.0311772 | val_loss: 0.031179 | Time: 3088.51 ms [2022-04-04 20:25:44 main:581] : INFO : Epoch 1912 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 3112.1 ms [2022-04-04 20:25:47 main:581] : INFO : Epoch 1913 | loss: 0.0311793 | val_loss: 0.0311881 | Time: 3174.4 ms [2022-04-04 20:25:50 main:581] : INFO : Epoch 1914 | loss: 0.0311746 | val_loss: 0.0311763 | Time: 3228.87 ms [2022-04-04 20:25:53 main:581] : INFO : Epoch 1915 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 3165.84 ms [2022-04-04 20:25:57 main:581] : INFO : Epoch 1916 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 3144.61 ms [2022-04-04 20:26:00 main:581] : INFO : Epoch 1917 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 3165.6 ms [2022-04-04 20:26:03 main:581] : INFO : Epoch 1918 | loss: 0.0311719 | val_loss: 0.0311794 | Time: 3219.79 ms [2022-04-04 20:26:06 main:581] : INFO : Epoch 1919 | loss: 0.0311718 | val_loss: 0.0311824 | Time: 3211.98 ms [2022-04-04 20:26:09 main:581] : INFO : Epoch 1920 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 3183.63 ms [2022-04-04 20:26:13 main:581] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 3111.51 ms [2022-04-04 20:26:16 main:581] : INFO : Epoch 1922 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 3132.79 ms [2022-04-04 20:26:19 main:581] : INFO : Epoch 1923 | loss: 0.031169 | val_loss: 0.0311749 | Time: 3143.83 ms [2022-04-04 20:26:22 main:581] : INFO : Epoch 1924 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 3093.99 ms [2022-04-04 20:26:25 main:581] : INFO : Epoch 1925 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 3112.23 ms [2022-04-04 20:26:28 main:581] : INFO : Epoch 1926 | loss: 0.0311694 | val_loss: 0.031179 | Time: 3129.3 ms [2022-04-04 20:26:31 main:581] : INFO : Epoch 1927 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 3099.85 ms [2022-04-04 20:26:34 main:581] : INFO : Epoch 1928 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 3130.79 ms [2022-04-04 20:26:37 main:581] : INFO : Epoch 1929 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 3120.86 ms [2022-04-04 20:26:41 main:581] : INFO : Epoch 1930 | loss: 0.0311721 | val_loss: 0.0311762 | Time: 3114.92 ms [2022-04-04 20:26:43 main:581] : INFO : Epoch 1931 | loss: 0.03117 | val_loss: 0.0311744 | Time: 2359.05 ms [2022-04-04 20:26:45 main:581] : INFO : Epoch 1932 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 1957.87 ms [2022-04-04 20:26:47 main:581] : INFO : Epoch 1933 | loss: 0.031169 | val_loss: 0.0311763 | Time: 1731.14 ms [2022-04-04 20:26:50 main:581] : INFO : Epoch 1934 | loss: 0.0311682 | val_loss: 0.0311762 | Time: 3029.03 ms [2022-04-04 20:26:53 main:581] : INFO : Epoch 1935 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 3096.05 ms [2022-04-04 20:26:56 main:581] : INFO : Epoch 1936 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 3088.14 ms [2022-04-04 20:26:59 main:581] : INFO : Epoch 1937 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 3082.53 ms [2022-04-04 20:27:02 main:581] : INFO : Epoch 1938 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 3075.89 ms [2022-04-04 20:27:05 main:581] : INFO : Epoch 1939 | loss: 0.031168 | val_loss: 0.0311805 | Time: 3069.65 ms [2022-04-04 20:27:08 main:581] : INFO : Epoch 1940 | loss: 0.0311727 | val_loss: 0.0311906 | Time: 3063.74 ms [2022-04-04 20:27:11 main:581] : INFO : Epoch 1941 | loss: 0.0311869 | val_loss: 0.0311939 | Time: 3076.37 ms [2022-04-04 20:27:14 main:581] : INFO : Epoch 1942 | loss: 0.0470701 | val_loss: 0.0459463 | Time: 3071.37 ms [2022-04-04 20:27:17 main:581] : INFO : Epoch 1943 | loss: 0.0382078 | val_loss: 0.03264 | Time: 3055.54 ms [2022-04-04 20:27:20 main:581] : INFO : Epoch 1944 | loss: 0.0317469 | val_loss: 0.0313025 | Time: 3067.49 ms [2022-04-04 20:27:24 main:581] : INFO : Epoch 1945 | loss: 0.0313132 | val_loss: 0.0312663 | Time: 3080.79 ms [2022-04-04 20:27:27 main:581] : INFO : Epoch 1946 | loss: 0.0312415 | val_loss: 0.0312301 | Time: 3078.59 ms [2022-04-04 20:27:30 main:581] : INFO : Epoch 1947 | loss: 0.0312265 | val_loss: 0.0312197 | Time: 3081.9 ms [2022-04-04 20:27:33 main:581] : INFO : Epoch 1948 | loss: 0.0312192 | val_loss: 0.0312146 | Time: 3076.62 ms [2022-04-04 20:27:36 main:581] : INFO : Epoch 1949 | loss: 0.0312152 | val_loss: 0.0312107 | Time: 3066.85 ms [2022-04-04 20:27:39 main:581] : INFO : Epoch 1950 | loss: 0.0312122 | val_loss: 0.031208 | Time: 3077.91 ms [2022-04-04 20:27:42 main:581] : INFO : Epoch 1951 | loss: 0.0312103 | val_loss: 0.0312071 | Time: 3077.74 ms [2022-04-04 20:27:45 main:581] : INFO : Epoch 1952 | loss: 0.0312093 | val_loss: 0.031206 | Time: 3074.06 ms [2022-04-04 20:27:48 main:581] : INFO : Epoch 1953 | loss: 0.0312084 | val_loss: 0.0312053 | Time: 3070.09 ms [2022-04-04 20:27:51 main:581] : INFO : Epoch 1954 | loss: 0.0312077 | val_loss: 0.0312045 | Time: 3093.81 ms [2022-04-04 20:27:54 main:581] : INFO : Epoch 1955 | loss: 0.0312071 | val_loss: 0.0312036 | Time: 3061.95 ms [2022-04-04 20:27:57 main:581] : INFO : Epoch 1956 | loss: 0.0312069 | val_loss: 0.0312032 | Time: 3077.92 ms [2022-04-04 20:28:00 main:581] : INFO : Epoch 1957 | loss: 0.0312065 | val_loss: 0.0312028 | Time: 3084.56 ms [2022-04-04 20:28:04 main:581] : INFO : Epoch 1958 | loss: 0.0312065 | val_loss: 0.0312034 | Time: 3078.13 ms [2022-04-04 20:28:07 main:581] : INFO : Epoch 1959 | loss: 0.0312059 | val_loss: 0.0312024 | Time: 3075.11 ms [2022-04-04 20:28:10 main:581] : INFO : Epoch 1960 | loss: 0.0312057 | val_loss: 0.0312034 | Time: 3102.22 ms [2022-04-04 20:28:13 main:581] : INFO : Epoch 1961 | loss: 0.0312059 | val_loss: 0.0312035 | Time: 3181.78 ms [2022-04-04 20:28:16 main:581] : INFO : Epoch 1962 | loss: 0.0312059 | val_loss: 0.031203 | Time: 3190.38 ms [2022-04-04 20:28:19 main:581] : INFO : Epoch 1963 | loss: 0.0312056 | val_loss: 0.0312022 | Time: 3135.46 ms [2022-04-04 20:28:22 main:581] : INFO : Epoch 1964 | loss: 0.0312054 | val_loss: 0.0312018 | Time: 3128.74 ms [2022-04-04 20:28:25 main:581] : INFO : Epoch 1965 | loss: 0.031205 | val_loss: 0.0312024 | Time: 3164.49 ms [2022-04-04 20:28:29 main:581] : INFO : Epoch 1966 | loss: 0.0312042 | val_loss: 0.0312012 | Time: 3104.38 ms [2022-04-04 20:28:32 main:581] : INFO : Epoch 1967 | loss: 0.0312039 | val_loss: 0.031201 | Time: 3135.98 ms [2022-04-04 20:28:35 main:581] : INFO : Epoch 1968 | loss: 0.0312039 | val_loss: 0.0312006 | Time: 3090.08 ms [2022-04-04 20:28:38 main:581] : INFO : Epoch 1969 | loss: 0.0312039 | val_loss: 0.0312009 | Time: 3124.3 ms [2022-04-04 20:28:41 main:581] : INFO : Epoch 1970 | loss: 0.0312036 | val_loss: 0.0312012 | Time: 3120.79 ms [2022-04-04 20:28:44 main:581] : INFO : Epoch 1971 | loss: 0.0312037 | val_loss: 0.0312008 | Time: 3144.61 ms [2022-04-04 20:28:47 main:581] : INFO : Epoch 1972 | loss: 0.0312034 | val_loss: 0.0312005 | Time: 3212.13 ms [2022-04-04 20:28:50 main:581] : INFO : Epoch 1973 | loss: 0.0312037 | val_loss: 0.0312015 | Time: 3049.52 ms [2022-04-04 20:28:54 main:581] : INFO : Epoch 1974 | loss: 0.0312035 | val_loss: 0.0312002 | Time: 3104.32 ms [2022-04-04 20:28:57 main:581] : INFO : Epoch 1975 | loss: 0.0312034 | val_loss: 0.0312003 | Time: 3122.5 ms [2022-04-04 20:29:00 main:581] : INFO : Epoch 1976 | loss: 0.0312044 | val_loss: 0.0311999 | Time: 3082.07 ms [2022-04-04 20:29:03 main:581] : INFO : Epoch 1977 | loss: 0.0312028 | val_loss: 0.031201 | Time: 3132.67 ms [2022-04-04 20:29:06 main:581] : INFO : Epoch 1978 | loss: 0.0312033 | val_loss: 0.0311995 | Time: 3129.32 ms [2022-04-04 20:29:09 main:581] : INFO : Epoch 1979 | loss: 0.0312026 | val_loss: 0.0311993 | Time: 2546.16 ms [2022-04-04 20:29:11 main:581] : INFO : Epoch 1980 | loss: 0.0312021 | val_loss: 0.0311993 | Time: 1957.33 ms [2022-04-04 20:29:12 main:581] : INFO : Epoch 1981 | loss: 0.0312023 | val_loss: 0.0311993 | Time: 1838.02 ms [2022-04-04 20:29:15 main:581] : INFO : Epoch 1982 | loss: 0.0312022 | val_loss: 0.0311991 | Time: 2517.87 ms [2022-04-04 20:29:18 main:581] : INFO : Epoch 1983 | loss: 0.0312028 | val_loss: 0.0311989 | Time: 3082.3 ms [2022-04-04 20:29:21 main:581] : INFO : Epoch 1984 | loss: 0.0312022 | val_loss: 0.0311986 | Time: 3089.41 ms [2022-04-04 20:29:24 main:581] : INFO : Epoch 1985 | loss: 0.0312024 | val_loss: 0.0311989 | Time: 3076.24 ms [2022-04-04 20:29:27 main:581] : INFO : Epoch 1986 | loss: 0.0312018 | val_loss: 0.0311994 | Time: 3067.65 ms [2022-04-04 20:29:30 main:581] : INFO : Epoch 1987 | loss: 0.0312019 | val_loss: 0.0312015 | Time: 3044.71 ms [2022-04-04 20:29:33 main:581] : INFO : Epoch 1988 | loss: 0.0312015 | val_loss: 0.0312002 | Time: 3060.89 ms [2022-04-04 20:29:36 main:581] : INFO : Epoch 1989 | loss: 0.031202 | val_loss: 0.0311978 | Time: 3077.7 ms [2022-04-04 20:29:39 main:581] : INFO : Epoch 1990 | loss: 0.0312017 | val_loss: 0.031199 | Time: 3076.79 ms [2022-04-04 20:29:43 main:581] : INFO : Epoch 1991 | loss: 0.0312012 | val_loss: 0.0311977 | Time: 3079.11 ms [2022-04-04 20:29:46 main:581] : INFO : Epoch 1992 | loss: 0.0312001 | val_loss: 0.0311981 | Time: 3088.37 ms [2022-04-04 20:29:49 main:581] : INFO : Epoch 1993 | loss: 0.0312012 | val_loss: 0.0311967 | Time: 3081.33 ms [2022-04-04 20:29:52 main:581] : INFO : Epoch 1994 | loss: 0.0311981 | val_loss: 0.0311952 | Time: 3081.82 ms [2022-04-04 20:29:55 main:581] : INFO : Epoch 1995 | loss: 0.0311979 | val_loss: 0.0311947 | Time: 3073.37 ms [2022-04-04 20:29:58 main:581] : INFO : Epoch 1996 | loss: 0.031197 | val_loss: 0.0311942 | Time: 3023.31 ms [2022-04-04 20:30:01 main:581] : INFO : Epoch 1997 | loss: 0.0311964 | val_loss: 0.0311944 | Time: 3072.47 ms [2022-04-04 20:30:04 main:581] : INFO : Epoch 1998 | loss: 0.0311962 | val_loss: 0.031195 | Time: 3065.06 ms [2022-04-04 20:30:07 main:581] : INFO : Epoch 1999 | loss: 0.0311976 | val_loss: 0.031195 | Time: 3077.38 ms [2022-04-04 20:30:10 main:581] : INFO : Epoch 2000 | loss: 0.0311963 | val_loss: 0.0311948 | Time: 3077.51 ms [2022-04-04 20:30:13 main:581] : INFO : Epoch 2001 | loss: 0.0311962 | val_loss: 0.031194 | Time: 3081.36 ms [2022-04-04 20:30:16 main:581] : INFO : Epoch 2002 | loss: 0.0311955 | val_loss: 0.0311932 | Time: 3079.86 ms [2022-04-04 20:30:19 main:581] : INFO : Epoch 2003 | loss: 0.0311951 | val_loss: 0.0311928 | Time: 3075.15 ms [2022-04-04 20:30:23 main:581] : INFO : Epoch 2004 | loss: 0.031195 | val_loss: 0.0311933 | Time: 3056.27 ms [2022-04-04 20:30:26 main:581] : INFO : Epoch 2005 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 3076.47 ms [2022-04-04 20:30:29 main:581] : INFO : Epoch 2006 | loss: 0.0311953 | val_loss: 0.0311938 | Time: 3067.73 ms [2022-04-04 20:30:32 main:581] : INFO : Epoch 2007 | loss: 0.031195 | val_loss: 0.0311934 | Time: 3090.41 ms [2022-04-04 20:30:35 main:581] : INFO : Epoch 2008 | loss: 0.031195 | val_loss: 0.0311929 | Time: 3076.73 ms [2022-04-04 20:30:38 main:581] : INFO : Epoch 2009 | loss: 0.0311947 | val_loss: 0.0311928 | Time: 3121.13 ms [2022-04-04 20:30:41 main:581] : INFO : Epoch 2010 | loss: 0.0311944 | val_loss: 0.0311923 | Time: 3205.82 ms [2022-04-04 20:30:44 main:581] : INFO : Epoch 2011 | loss: 0.0311944 | val_loss: 0.0311928 | Time: 3202 ms [2022-04-04 20:30:47 main:581] : INFO : Epoch 2012 | loss: 0.0311945 | val_loss: 0.031192 | Time: 3120.86 ms [2022-04-04 20:30:51 main:581] : INFO : Epoch 2013 | loss: 0.0311939 | val_loss: 0.0311925 | Time: 3112.06 ms [2022-04-04 20:30:54 main:581] : INFO : Epoch 2014 | loss: 0.0311943 | val_loss: 0.031192 | Time: 3102.31 ms [2022-04-04 20:30:57 main:581] : INFO : Epoch 2015 | loss: 0.031194 | val_loss: 0.0311921 | Time: 3098.38 ms [2022-04-04 20:31:00 main:581] : INFO : Epoch 2016 | loss: 0.031194 | val_loss: 0.0311927 | Time: 3173.46 ms [2022-04-04 20:31:03 main:581] : INFO : Epoch 2017 | loss: 0.0311938 | val_loss: 0.0311925 | Time: 3088.28 ms [2022-04-04 20:31:06 main:581] : INFO : Epoch 2018 | loss: 0.0311942 | val_loss: 0.0311921 | Time: 3134.06 ms [2022-04-04 20:31:09 main:581] : INFO : Epoch 2019 | loss: 0.0311943 | val_loss: 0.0311932 | Time: 3134.24 ms [2022-04-04 20:31:12 main:581] : INFO : Epoch 2020 | loss: 0.031195 | val_loss: 0.0311947 | Time: 3098.82 ms [2022-04-04 20:31:16 main:581] : INFO : Epoch 2021 | loss: 0.0311956 | val_loss: 0.0311925 | Time: 3152.61 ms [2022-04-04 20:31:19 main:581] : INFO : Epoch 2022 | loss: 0.0311932 | val_loss: 0.0311913 | Time: 3121.74 ms [2022-04-04 20:31:22 main:581] : INFO : Epoch 2023 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 3127.33 ms [2022-04-04 20:31:25 main:581] : INFO : Epoch 2024 | loss: 0.0311932 | val_loss: 0.0311912 | Time: 3112.02 ms [2022-04-04 20:31:28 main:581] : INFO : Epoch 2025 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 3123.03 ms [2022-04-04 20:31:31 main:581] : INFO : Epoch 2026 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 3135.34 ms [2022-04-04 20:31:34 main:581] : INFO : Epoch 2027 | loss: 0.0311931 | val_loss: 0.0311914 | Time: 3049.86 ms [2022-04-04 20:31:37 main:581] : INFO : Epoch 2028 | loss: 0.031193 | val_loss: 0.0311915 | Time: 2297.94 ms [2022-04-04 20:31:38 main:581] : INFO : Epoch 2029 | loss: 0.031193 | val_loss: 0.0311906 | Time: 1865.82 ms [2022-04-04 20:31:40 main:581] : INFO : Epoch 2030 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 1698.61 ms [2022-04-04 20:31:43 main:581] : INFO : Epoch 2031 | loss: 0.0311925 | val_loss: 0.0311915 | Time: 2983.85 ms [2022-04-04 20:31:46 main:581] : INFO : Epoch 2032 | loss: 0.0311928 | val_loss: 0.0311932 | Time: 3092.3 ms [2022-04-04 20:31:49 main:581] : INFO : Epoch 2033 | loss: 0.0311926 | val_loss: 0.0311908 | Time: 3094.41 ms [2022-04-04 20:31:52 main:581] : INFO : Epoch 2034 | loss: 0.0311922 | val_loss: 0.0311911 | Time: 3088.61 ms [2022-04-04 20:31:55 main:581] : INFO : Epoch 2035 | loss: 0.031194 | val_loss: 0.0311912 | Time: 3083.19 ms [2022-04-04 20:31:59 main:581] : INFO : Epoch 2036 | loss: 0.0311928 | val_loss: 0.0311912 | Time: 3084.85 ms [2022-04-04 20:32:02 main:581] : INFO : Epoch 2037 | loss: 0.0311929 | val_loss: 0.0311913 | Time: 3094.59 ms [2022-04-04 20:32:05 main:581] : INFO : Epoch 2038 | loss: 0.031192 | val_loss: 0.0311903 | Time: 3088.22 ms [2022-04-04 20:32:08 main:581] : INFO : Epoch 2039 | loss: 0.031192 | val_loss: 0.0311904 | Time: 3075.82 ms [2022-04-04 20:32:11 main:581] : INFO : Epoch 2040 | loss: 0.0311917 | val_loss: 0.0311908 | Time: 3080.17 ms [2022-04-04 20:32:14 main:581] : INFO : Epoch 2041 | loss: 0.0311918 | val_loss: 0.0311909 | Time: 3075.14 ms [2022-04-04 20:32:17 main:581] : INFO : Epoch 2042 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 3060.67 ms [2022-04-04 20:32:20 main:581] : INFO : Epoch 2043 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 3062.11 ms [2022-04-04 20:32:23 main:581] : INFO : Epoch 2044 | loss: 0.0311923 | val_loss: 0.0311896 | Time: 3081.47 ms [2022-04-04 20:32:26 main:581] : INFO : Epoch 2045 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 3072.69 ms [2022-04-04 20:32:29 main:581] : INFO : Epoch 2046 | loss: 0.0311915 | val_loss: 0.03119 | Time: 3065.4 ms [2022-04-04 20:32:32 main:581] : INFO : Epoch 2047 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 3075.9 ms [2022-04-04 20:32:35 main:581] : INFO : Epoch 2048 | loss: 0.031191 | val_loss: 0.0311918 | Time: 3083.85 ms [2022-04-04 20:32:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311918 [2022-04-04 20:32:35 main:610] : INFO : Saving end state to config to file [2022-04-04 20:32:35 main:615] : INFO : Success, exiting.. 20:32:35 (1556868): 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)