Task 9158480
| Name | ParityModified-1636178021-28893-1_2 |
| Workunit | 6353861 |
| Created | 24 Nov 2021, 14:19:56 UTC |
| Sent | 24 Nov 2021, 15:18:46 UTC |
| Report deadline | 1 Dec 2021, 15:18:46 UTC |
| Received | 25 Nov 2021, 2:06:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6796 |
| Run time | 1 hours 49 min 29 sec |
| CPU time | 1 hours 48 min 4 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,426.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.49 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: 0.0311905 | val_loss: 0.0311909 | Time: 3201.38 ms
[2021-11-24 19:11:05 main:574] : INFO : Epoch 1543 | loss: 0.031192 | val_loss: 0.0311965 | Time: 3139.97 ms
[2021-11-24 19:11:08 main:574] : INFO : Epoch 1544 | loss: 0.0311958 | val_loss: 0.0311981 | Time: 3114.51 ms
[2021-11-24 19:11:12 main:574] : INFO : Epoch 1545 | loss: 0.0311907 | val_loss: 0.0311927 | Time: 3413.14 ms
[2021-11-24 19:11:15 main:574] : INFO : Epoch 1546 | loss: 0.0311897 | val_loss: 0.0311927 | Time: 3248.57 ms
[2021-11-24 19:11:18 main:574] : INFO : Epoch 1547 | loss: 0.0311902 | val_loss: 0.0311951 | Time: 3135.95 ms
[2021-11-24 19:11:21 main:574] : INFO : Epoch 1548 | loss: 0.0311909 | val_loss: 0.0311946 | Time: 3222.53 ms
[2021-11-24 19:11:25 main:574] : INFO : Epoch 1549 | loss: 0.0311891 | val_loss: 0.0311914 | Time: 3223.75 ms
[2021-11-24 19:11:28 main:574] : INFO : Epoch 1550 | loss: 0.0311889 | val_loss: 0.0311909 | Time: 3152.23 ms
[2021-11-24 19:11:31 main:574] : INFO : Epoch 1551 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 3030.46 ms
[2021-11-24 19:11:34 main:574] : INFO : Epoch 1552 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 3192.75 ms
[2021-11-24 19:11:37 main:574] : INFO : Epoch 1553 | loss: 0.0311874 | val_loss: 0.0311906 | Time: 3213.16 ms
[2021-11-24 19:11:40 main:574] : INFO : Epoch 1554 | loss: 0.031188 | val_loss: 0.0311946 | Time: 3128.97 ms
[2021-11-24 19:11:44 main:574] : INFO : Epoch 1555 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 3304.33 ms
[2021-11-24 19:11:47 main:574] : INFO : Epoch 1556 | loss: 0.0311891 | val_loss: 0.0311927 | Time: 3252.65 ms
[2021-11-24 19:11:50 main:574] : INFO : Epoch 1557 | loss: 0.0311876 | val_loss: 0.0311962 | Time: 3388.26 ms
[2021-11-24 19:11:53 main:574] : INFO : Epoch 1558 | loss: 0.0311876 | val_loss: 0.0311912 | Time: 3040.96 ms
[2021-11-24 19:11:56 main:574] : INFO : Epoch 1559 | loss: 0.0311873 | val_loss: 0.0311941 | Time: 3115.73 ms
[2021-11-24 19:12:00 main:574] : INFO : Epoch 1560 | loss: 0.031187 | val_loss: 0.0311927 | Time: 3188.92 ms
[2021-11-24 19:12:03 main:574] : INFO : Epoch 1561 | loss: 0.0311877 | val_loss: 0.0311943 | Time: 3095.3 ms
[2021-11-24 19:12:06 main:574] : INFO : Epoch 1562 | loss: 0.0311889 | val_loss: 0.0311939 | Time: 3235.93 ms
[2021-11-24 19:12:09 main:574] : INFO : Epoch 1563 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 3166.3 ms
[2021-11-24 19:12:12 main:574] : INFO : Epoch 1564 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 3173.01 ms
[2021-11-24 19:12:16 main:574] : INFO : Epoch 1565 | loss: 0.0311867 | val_loss: 0.0311911 | Time: 3129.36 ms
[2021-11-24 19:12:19 main:574] : INFO : Epoch 1566 | loss: 0.0311863 | val_loss: 0.0311945 | Time: 3191.41 ms
[2021-11-24 19:12:22 main:574] : INFO : Epoch 1567 | loss: 0.0311894 | val_loss: 0.0311945 | Time: 3204.88 ms
[2021-11-24 19:12:25 main:574] : INFO : Epoch 1568 | loss: 0.0311977 | val_loss: 0.0311962 | Time: 3096.89 ms
[2021-11-24 19:12:28 main:574] : INFO : Epoch 1569 | loss: 0.0311977 | val_loss: 0.0311949 | Time: 3158.74 ms
[2021-11-24 19:12:31 main:574] : INFO : Epoch 1570 | loss: 0.0311953 | val_loss: 0.0311944 | Time: 3273.86 ms
[2021-11-24 19:12:35 main:574] : INFO : Epoch 1571 | loss: 0.0311951 | val_loss: 0.0311923 | Time: 3041.63 ms
[2021-11-24 19:12:38 main:574] : INFO : Epoch 1572 | loss: 0.0311938 | val_loss: 0.0311916 | Time: 3262.65 ms
[2021-11-24 19:12:41 main:574] : INFO : Epoch 1573 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 3249.19 ms
[2021-11-24 19:12:44 main:574] : INFO : Epoch 1574 | loss: 0.0311921 | val_loss: 0.0311911 | Time: 2991.8 ms
[2021-11-24 19:12:47 main:574] : INFO : Epoch 1575 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 3274.83 ms
[2021-11-24 19:12:51 main:574] : INFO : Epoch 1576 | loss: 0.0311922 | val_loss: 0.0311931 | Time: 3219.39 ms
[2021-11-24 19:12:54 main:574] : INFO : Epoch 1577 | loss: 0.0311911 | val_loss: 0.0311915 | Time: 3083.31 ms
[2021-11-24 19:12:57 main:574] : INFO : Epoch 1578 | loss: 0.0311908 | val_loss: 0.0311915 | Time: 3180.17 ms
[2021-11-24 19:13:00 main:574] : INFO : Epoch 1579 | loss: 0.03119 | val_loss: 0.0311913 | Time: 3211.75 ms
[2021-11-24 19:13:03 main:574] : INFO : Epoch 1580 | loss: 0.0311901 | val_loss: 0.0311918 | Time: 3079.76 ms
[2021-11-24 19:13:06 main:574] : INFO : Epoch 1581 | loss: 0.031192 | val_loss: 0.0311926 | Time: 3048.72 ms
[2021-11-24 19:13:09 main:574] : INFO : Epoch 1582 | loss: 0.0311903 | val_loss: 0.031191 | Time: 3154.8 ms
[2021-11-24 19:13:12 main:574] : INFO : Epoch 1583 | loss: 0.0311893 | val_loss: 0.031191 | Time: 3005.18 ms
[2021-11-24 19:13:16 main:574] : INFO : Epoch 1584 | loss: 0.03119 | val_loss: 0.0311918 | Time: 3376.03 ms
[2021-11-24 19:13:19 main:574] : INFO : Epoch 1585 | loss: 0.0311888 | val_loss: 0.0311911 | Time: 3258.77 ms
[2021-11-24 19:13:22 main:574] : INFO : Epoch 1586 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 3014.6 ms
[2021-11-24 19:13:25 main:574] : INFO : Epoch 1587 | loss: 0.0311887 | val_loss: 0.0311909 | Time: 3115.11 ms
[2021-11-24 19:13:28 main:574] : INFO : Epoch 1588 | loss: 0.031189 | val_loss: 0.031192 | Time: 3253.62 ms
[2021-11-24 19:13:32 main:574] : INFO : Epoch 1589 | loss: 0.0311884 | val_loss: 0.0311916 | Time: 3233.43 ms
[2021-11-24 19:13:35 main:574] : INFO : Epoch 1590 | loss: 0.0311903 | val_loss: 0.0311953 | Time: 3234.11 ms
[2021-11-24 19:13:38 main:574] : INFO : Epoch 1591 | loss: 0.0311913 | val_loss: 0.0311952 | Time: 3040.75 ms
[2021-11-24 19:13:41 main:574] : INFO : Epoch 1592 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 3196.76 ms
[2021-11-24 19:13:44 main:574] : INFO : Epoch 1593 | loss: 0.0311912 | val_loss: 0.03119 | Time: 3105.82 ms
[2021-11-24 19:13:47 main:574] : INFO : Epoch 1594 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 3140.23 ms
[2021-11-24 19:13:51 main:574] : INFO : Epoch 1595 | loss: 0.0311926 | val_loss: 0.0311884 | Time: 3107.41 ms
[2021-11-24 19:13:54 main:574] : INFO : Epoch 1596 | loss: 0.0311884 | val_loss: 0.0311879 | Time: 3266.68 ms
[2021-11-24 19:13:57 main:574] : INFO : Epoch 1597 | loss: 0.0311875 | val_loss: 0.0311892 | Time: 3138.03 ms
[2021-11-24 19:14:00 main:574] : INFO : Epoch 1598 | loss: 0.0311876 | val_loss: 0.0311887 | Time: 3150.86 ms
[2021-11-24 19:14:03 main:574] : INFO : Epoch 1599 | loss: 0.031189 | val_loss: 0.0311899 | Time: 3210.13 ms
[2021-11-24 19:14:07 main:574] : INFO : Epoch 1600 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 3147.21 ms
[2021-11-24 19:14:10 main:574] : INFO : Epoch 1601 | loss: 0.0311872 | val_loss: 0.0311879 | Time: 3286.33 ms
[2021-11-24 19:14:13 main:574] : INFO : Epoch 1602 | loss: 0.0311869 | val_loss: 0.0311873 | Time: 3127.08 ms
[2021-11-24 19:14:16 main:574] : INFO : Epoch 1603 | loss: 0.0311884 | val_loss: 0.0311875 | Time: 3016.57 ms
[2021-11-24 19:14:19 main:574] : INFO : Epoch 1604 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 3105.43 ms
[2021-11-24 19:14:22 main:574] : INFO : Epoch 1605 | loss: 0.031189 | val_loss: 0.0311998 | Time: 3078.06 ms
[2021-11-24 19:14:25 main:574] : INFO : Epoch 1606 | loss: 0.0311936 | val_loss: 0.0311914 | Time: 3030.17 ms
[2021-11-24 19:14:28 main:574] : INFO : Epoch 1607 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 3179.27 ms
[2021-11-24 19:14:32 main:574] : INFO : Epoch 1608 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 3332.6 ms
[2021-11-24 19:14:35 main:574] : INFO : Epoch 1609 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 2987.75 ms
[2021-11-24 19:14:38 main:574] : INFO : Epoch 1610 | loss: 0.0311869 | val_loss: 0.0311866 | Time: 3010.28 ms
[2021-11-24 19:14:41 main:574] : INFO : Epoch 1611 | loss: 0.0311854 | val_loss: 0.0311865 | Time: 3097.66 ms
[2021-11-24 19:14:44 main:574] : INFO : Epoch 1612 | loss: 0.0311849 | val_loss: 0.0311884 | Time: 3215.71 ms
[2021-11-24 19:14:47 main:574] : INFO : Epoch 1613 | loss: 0.0311852 | val_loss: 0.0311871 | Time: 3185.36 ms
[2021-11-24 19:14:50 main:574] : INFO : Epoch 1614 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 2992.12 ms
[2021-11-24 19:14:53 main:574] : INFO : Epoch 1615 | loss: 0.0311871 | val_loss: 0.0311902 | Time: 3148.2 ms
[2021-11-24 19:14:57 main:574] : INFO : Epoch 1616 | loss: 0.0311871 | val_loss: 0.0311878 | Time: 3220.75 ms
[2021-11-24 19:15:00 main:574] : INFO : Epoch 1617 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 3146.82 ms
[2021-11-24 19:15:03 main:574] : INFO : Epoch 1618 | loss: 0.0311854 | val_loss: 0.0311873 | Time: 2997.36 ms
[2021-11-24 19:15:06 main:574] : INFO : Epoch 1619 | loss: 0.0311848 | val_loss: 0.0311874 | Time: 3118.14 ms
[2021-11-24 19:15:09 main:574] : INFO : Epoch 1620 | loss: 0.0311838 | val_loss: 0.0311861 | Time: 3135.2 ms
[2021-11-24 19:15:12 main:574] : INFO : Epoch 1621 | loss: 0.0311841 | val_loss: 0.0311853 | Time: 3279.19 ms
[2021-11-24 19:15:16 main:574] : INFO : Epoch 1622 | loss: 0.0311829 | val_loss: 0.0311867 | Time: 3196.83 ms
[2021-11-24 19:15:19 main:574] : INFO : Epoch 1623 | loss: 0.0311822 | val_loss: 0.0311859 | Time: 3059.55 ms
[2021-11-24 19:15:22 main:574] : INFO : Epoch 1624 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 3206.38 ms
[2021-11-24 19:15:25 main:574] : INFO : Epoch 1625 | loss: 0.0311845 | val_loss: 0.031186 | Time: 3152.7 ms
[2021-11-24 19:15:28 main:574] : INFO : Epoch 1626 | loss: 0.031183 | val_loss: 0.0311858 | Time: 3111.94 ms
[2021-11-24 19:15:31 main:574] : INFO : Epoch 1627 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 3173.24 ms
[2021-11-24 19:15:35 main:574] : INFO : Epoch 1628 | loss: 0.031182 | val_loss: 0.0311864 | Time: 3348.65 ms
[2021-11-24 19:15:38 main:574] : INFO : Epoch 1629 | loss: 0.0311809 | val_loss: 0.0311845 | Time: 3235.9 ms
[2021-11-24 19:15:41 main:574] : INFO : Epoch 1630 | loss: 0.0311811 | val_loss: 0.0311842 | Time: 3148.07 ms
[2021-11-24 19:15:44 main:574] : INFO : Epoch 1631 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 3280.38 ms
[2021-11-24 19:15:48 main:574] : INFO : Epoch 1632 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 3319.44 ms
[2021-11-24 19:15:51 main:574] : INFO : Epoch 1633 | loss: 0.0311807 | val_loss: 0.0311867 | Time: 3314.54 ms
[2021-11-24 19:15:54 main:574] : INFO : Epoch 1634 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 3125.4 ms
[2021-11-24 19:15:57 main:574] : INFO : Epoch 1635 | loss: 0.0311811 | val_loss: 0.0311863 | Time: 3239.13 ms
[2021-11-24 19:16:01 main:574] : INFO : Epoch 1636 | loss: 0.0311822 | val_loss: 0.0311893 | Time: 3100.89 ms
[2021-11-24 19:16:04 main:574] : INFO : Epoch 1637 | loss: 0.0311825 | val_loss: 0.0311872 | Time: 3025.32 ms
[2021-11-24 19:16:07 main:574] : INFO : Epoch 1638 | loss: 0.0311818 | val_loss: 0.0311845 | Time: 3215.39 ms
[2021-11-24 19:16:10 main:574] : INFO : Epoch 1639 | loss: 0.0311804 | val_loss: 0.0311839 | Time: 3225.63 ms
[2021-11-24 19:16:13 main:574] : INFO : Epoch 1640 | loss: 0.0311813 | val_loss: 0.0311846 | Time: 3269.85 ms
[2021-11-24 19:16:16 main:574] : INFO : Epoch 1641 | loss: 0.0311828 | val_loss: 0.0311837 | Time: 2980.85 ms
[2021-11-24 19:16:19 main:574] : INFO : Epoch 1642 | loss: 0.0311846 | val_loss: 0.0311883 | Time: 3150.24 ms
[2021-11-24 19:16:23 main:574] : INFO : Epoch 1643 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 3292.66 ms
[2021-11-24 19:16:26 main:574] : INFO : Epoch 1644 | loss: 0.0311825 | val_loss: 0.0311862 | Time: 3155.77 ms
[2021-11-24 19:16:29 main:574] : INFO : Epoch 1645 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 3229.56 ms
[2021-11-24 19:16:32 main:574] : INFO : Epoch 1646 | loss: 0.0311814 | val_loss: 0.0311846 | Time: 3229.25 ms
[2021-11-24 19:16:36 main:574] : INFO : Epoch 1647 | loss: 0.0311806 | val_loss: 0.0311823 | Time: 3095.06 ms
[2021-11-24 19:16:39 main:574] : INFO : Epoch 1648 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 3170.07 ms
[2021-11-24 19:16:42 main:574] : INFO : Epoch 1649 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 3389.12 ms
[2021-11-24 19:16:45 main:574] : INFO : Epoch 1650 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 3296.74 ms
[2021-11-24 19:16:49 main:574] : INFO : Epoch 1651 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 3121.82 ms
[2021-11-24 19:16:52 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 3190.15 ms
[2021-11-24 19:16:55 main:574] : INFO : Epoch 1653 | loss: 0.031184 | val_loss: 0.0311832 | Time: 2923.72 ms
[2021-11-24 19:16:58 main:574] : INFO : Epoch 1654 | loss: 0.0311808 | val_loss: 0.0311819 | Time: 3241.02 ms
[2021-11-24 19:17:01 main:574] : INFO : Epoch 1655 | loss: 0.0311803 | val_loss: 0.031183 | Time: 3162.87 ms
[2021-11-24 19:17:04 main:574] : INFO : Epoch 1656 | loss: 0.03118 | val_loss: 0.0311838 | Time: 3017.14 ms
[2021-11-24 19:17:08 main:574] : INFO : Epoch 1657 | loss: 0.031181 | val_loss: 0.031183 | Time: 3387.07 ms
[2021-11-24 19:17:11 main:574] : INFO : Epoch 1658 | loss: 0.03118 | val_loss: 0.0311815 | Time: 3112.82 ms
[2021-11-24 19:17:14 main:574] : INFO : Epoch 1659 | loss: 0.0311805 | val_loss: 0.0311804 | Time: 3229.36 ms
[2021-11-24 19:17:17 main:574] : INFO : Epoch 1660 | loss: 0.0311825 | val_loss: 0.031182 | Time: 3181.5 ms
[2021-11-24 19:17:20 main:574] : INFO : Epoch 1661 | loss: 0.0311825 | val_loss: 0.031187 | Time: 3204.13 ms
[2021-11-24 19:17:23 main:574] : INFO : Epoch 1662 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 3166.57 ms
[2021-11-24 19:17:27 main:574] : INFO : Epoch 1663 | loss: 0.0311761 | val_loss: 0.0311823 | Time: 3226.24 ms
[2021-11-24 19:17:30 main:574] : INFO : Epoch 1664 | loss: 0.0311785 | val_loss: 0.0311797 | Time: 3170.44 ms
[2021-11-24 19:17:33 main:574] : INFO : Epoch 1665 | loss: 0.0311778 | val_loss: 0.0311805 | Time: 3144.71 ms
[2021-11-24 19:17:36 main:574] : INFO : Epoch 1666 | loss: 0.0311774 | val_loss: 0.031182 | Time: 3238.22 ms
[2021-11-24 19:17:40 main:574] : INFO : Epoch 1667 | loss: 0.0311796 | val_loss: 0.0311849 | Time: 3250.01 ms
[2021-11-24 19:17:43 main:574] : INFO : Epoch 1668 | loss: 0.0311797 | val_loss: 0.0311846 | Time: 3027.92 ms
[2021-11-24 19:17:46 main:574] : INFO : Epoch 1669 | loss: 0.0311779 | val_loss: 0.0311813 | Time: 3331.52 ms
[2021-11-24 19:17:49 main:574] : INFO : Epoch 1670 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 3372.6 ms
[2021-11-24 19:17:52 main:574] : INFO : Epoch 1671 | loss: 0.03118 | val_loss: 0.0311826 | Time: 3145.79 ms
[2021-11-24 19:17:56 main:574] : INFO : Epoch 1672 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 3255.12 ms
[2021-11-24 19:17:59 main:574] : INFO : Epoch 1673 | loss: 0.0311853 | val_loss: 0.0311834 | Time: 3184.12 ms
[2021-11-24 19:18:02 main:574] : INFO : Epoch 1674 | loss: 0.0311886 | val_loss: 0.031186 | Time: 3030.73 ms
[2021-11-24 19:18:05 main:574] : INFO : Epoch 1675 | loss: 0.0311907 | val_loss: 0.0311863 | Time: 3071.23 ms
[2021-11-24 19:18:08 main:574] : INFO : Epoch 1676 | loss: 0.0311884 | val_loss: 0.0311844 | Time: 3210.89 ms
[2021-11-24 19:18:11 main:574] : INFO : Epoch 1677 | loss: 0.0311865 | val_loss: 0.0311816 | Time: 2687.3 ms
[2021-11-24 19:18:14 main:574] : INFO : Epoch 1678 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 3260.98 ms
[2021-11-24 19:18:17 main:574] : INFO : Epoch 1679 | loss: 0.0311831 | val_loss: 0.0311814 | Time: 3163.85 ms
[2021-11-24 19:18:21 main:574] : INFO : Epoch 1680 | loss: 0.0311817 | val_loss: 0.031181 | Time: 3263.98 ms
[2021-11-24 19:18:24 main:574] : INFO : Epoch 1681 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 3175.46 ms
[2021-11-24 19:18:27 main:574] : INFO : Epoch 1682 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 3172.65 ms
[2021-11-24 19:18:30 main:574] : INFO : Epoch 1683 | loss: 0.031181 | val_loss: 0.0311795 | Time: 3334.55 ms
[2021-11-24 19:18:34 main:574] : INFO : Epoch 1684 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 3201.9 ms
[2021-11-24 19:18:37 main:574] : INFO : Epoch 1685 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 3255.97 ms
[2021-11-24 19:18:40 main:574] : INFO : Epoch 1686 | loss: 0.0311793 | val_loss: 0.0311781 | Time: 3160.68 ms
[2021-11-24 19:18:43 main:574] : INFO : Epoch 1687 | loss: 0.031178 | val_loss: 0.0311775 | Time: 3146.67 ms
[2021-11-24 19:18:46 main:574] : INFO : Epoch 1688 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 3020.14 ms
[2021-11-24 19:18:49 main:574] : INFO : Epoch 1689 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 3095.25 ms
[2021-11-24 19:18:53 main:574] : INFO : Epoch 1690 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 3147.4 ms
[2021-11-24 19:18:56 main:574] : INFO : Epoch 1691 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 3208.93 ms
[2021-11-24 19:18:59 main:574] : INFO : Epoch 1692 | loss: 0.0311743 | val_loss: 0.0311779 | Time: 2983.34 ms
[2021-11-24 19:19:02 main:574] : INFO : Epoch 1693 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 3166.35 ms
[2021-11-24 19:19:05 main:574] : INFO : Epoch 1694 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 3123.74 ms
[2021-11-24 19:19:08 main:574] : INFO : Epoch 1695 | loss: 0.031176 | val_loss: 0.0311797 | Time: 3153.46 ms
[2021-11-24 19:19:11 main:574] : INFO : Epoch 1696 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 3144.3 ms
[2021-11-24 19:19:14 main:574] : INFO : Epoch 1697 | loss: 0.0311755 | val_loss: 0.0311791 | Time: 2963.51 ms
[2021-11-24 19:19:18 main:574] : INFO : Epoch 1698 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 3201.15 ms
[2021-11-24 19:19:21 main:574] : INFO : Epoch 1699 | loss: 0.0311725 | val_loss: 0.0311773 | Time: 3104.93 ms
[2021-11-24 19:19:24 main:574] : INFO : Epoch 1700 | loss: 0.0311738 | val_loss: 0.0311775 | Time: 3205.46 ms
[2021-11-24 19:19:27 main:574] : INFO : Epoch 1701 | loss: 0.0311718 | val_loss: 0.0311787 | Time: 3310.94 ms
[2021-11-24 19:19:30 main:574] : INFO : Epoch 1702 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 3225.26 ms
[2021-11-24 19:19:33 main:574] : INFO : Epoch 1703 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 3107.48 ms
[2021-11-24 19:19:37 main:574] : INFO : Epoch 1704 | loss: 0.0311703 | val_loss: 0.0311753 | Time: 3119.46 ms
[2021-11-24 19:19:40 main:574] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 3142.02 ms
[2021-11-24 19:19:43 main:574] : INFO : Epoch 1706 | loss: 0.0311711 | val_loss: 0.031173 | Time: 3381.69 ms
[2021-11-24 19:19:46 main:574] : INFO : Epoch 1707 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 3221.96 ms
[2021-11-24 19:19:49 main:574] : INFO : Epoch 1708 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 3084.89 ms
[2021-11-24 19:19:53 main:574] : INFO : Epoch 1709 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 3012.14 ms
[2021-11-24 19:19:56 main:574] : INFO : Epoch 1710 | loss: 0.0311709 | val_loss: 0.031173 | Time: 3218.15 ms
[2021-11-24 19:19:59 main:574] : INFO : Epoch 1711 | loss: 0.0311688 | val_loss: 0.0311745 | Time: 3210.99 ms
[2021-11-24 19:20:02 main:574] : INFO : Epoch 1712 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 3262.15 ms
[2021-11-24 19:20:05 main:574] : INFO : Epoch 1713 | loss: 0.0311703 | val_loss: 0.0311765 | Time: 3125.58 ms
[2021-11-24 19:20:09 main:574] : INFO : Epoch 1714 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 3150.94 ms
[2021-11-24 19:20:12 main:574] : INFO : Epoch 1715 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 3152.89 ms
[2021-11-24 19:20:15 main:574] : INFO : Epoch 1716 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 3274.65 ms
[2021-11-24 19:20:18 main:574] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 3168.46 ms
[2021-11-24 19:20:21 main:574] : INFO : Epoch 1718 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 3058.96 ms
[2021-11-24 19:20:24 main:574] : INFO : Epoch 1719 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 3257.35 ms
[2021-11-24 19:20:28 main:574] : INFO : Epoch 1720 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 3062.03 ms
[2021-11-24 19:20:31 main:574] : INFO : Epoch 1721 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 3243.21 ms
[2021-11-24 19:20:34 main:574] : INFO : Epoch 1722 | loss: 0.03117 | val_loss: 0.03118 | Time: 3270.42 ms
[2021-11-24 19:20:37 main:574] : INFO : Epoch 1723 | loss: 0.0311696 | val_loss: 0.031177 | Time: 3092.77 ms
[2021-11-24 19:20:40 main:574] : INFO : Epoch 1724 | loss: 0.0311695 | val_loss: 0.031178 | Time: 3183.7 ms
[2021-11-24 19:20:44 main:574] : INFO : Epoch 1725 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 3340.11 ms
[2021-11-24 19:20:47 main:574] : INFO : Epoch 1726 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 3247.13 ms
[2021-11-24 19:20:50 main:574] : INFO : Epoch 1727 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 3159.27 ms
[2021-11-24 19:20:53 main:574] : INFO : Epoch 1728 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 3240.89 ms
[2021-11-24 19:20:57 main:574] : INFO : Epoch 1729 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 3258.22 ms
[2021-11-24 19:21:00 main:574] : INFO : Epoch 1730 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 3126.33 ms
[2021-11-24 19:21:03 main:574] : INFO : Epoch 1731 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 3138.54 ms
[2021-11-24 19:21:06 main:574] : INFO : Epoch 1732 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 3183.9 ms
[2021-11-24 19:21:10 main:574] : INFO : Epoch 1733 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 3373.79 ms
[2021-11-24 19:21:13 main:574] : INFO : Epoch 1734 | loss: 0.0311667 | val_loss: 0.031174 | Time: 3240.43 ms
[2021-11-24 19:21:16 main:574] : INFO : Epoch 1735 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 3067.81 ms
[2021-11-24 19:21:19 main:574] : INFO : Epoch 1736 | loss: 0.0311654 | val_loss: 0.0311806 | Time: 3246.05 ms
[2021-11-24 19:21:22 main:574] : INFO : Epoch 1737 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 3140.44 ms
[2021-11-24 19:21:25 main:574] : INFO : Epoch 1738 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 3140.44 ms
[2021-11-24 19:21:29 main:574] : INFO : Epoch 1739 | loss: 0.0311662 | val_loss: 0.0311768 | Time: 3309.92 ms
[2021-11-24 19:21:32 main:574] : INFO : Epoch 1740 | loss: 0.0311664 | val_loss: 0.0311755 | Time: 3254.57 ms
[2021-11-24 19:21:35 main:574] : INFO : Epoch 1741 | loss: 0.031168 | val_loss: 0.0311787 | Time: 3184.81 ms
[2021-11-24 19:21:38 main:574] : INFO : Epoch 1742 | loss: 0.0311672 | val_loss: 0.031176 | Time: 3239.77 ms
[2021-11-24 19:21:42 main:574] : INFO : Epoch 1743 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 3198.39 ms
[2021-11-24 19:21:45 main:574] : INFO : Epoch 1744 | loss: 0.0311669 | val_loss: 0.031175 | Time: 3338.21 ms
[2021-11-24 19:21:48 main:574] : INFO : Epoch 1745 | loss: 0.0311659 | val_loss: 0.0311765 | Time: 3171.78 ms
[2021-11-24 19:21:51 main:574] : INFO : Epoch 1746 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 3181.6 ms
[2021-11-24 19:21:54 main:574] : INFO : Epoch 1747 | loss: 0.0311664 | val_loss: 0.0311773 | Time: 3033.61 ms
[2021-11-24 19:21:58 main:574] : INFO : Epoch 1748 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 3117.73 ms
[2021-11-24 19:22:01 main:574] : INFO : Epoch 1749 | loss: 0.0311697 | val_loss: 0.0311764 | Time: 3269.43 ms
[2021-11-24 19:22:04 main:574] : INFO : Epoch 1750 | loss: 0.0311679 | val_loss: 0.0311748 | Time: 3202.79 ms
[2021-11-24 19:22:07 main:574] : INFO : Epoch 1751 | loss: 0.0311669 | val_loss: 0.0311756 | Time: 3155.38 ms
[2021-11-24 19:22:10 main:574] : INFO : Epoch 1752 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 3170.88 ms
[2021-11-24 19:22:14 main:574] : INFO : Epoch 1753 | loss: 0.0311649 | val_loss: 0.0311734 | Time: 3225.11 ms
[2021-11-24 19:22:17 main:574] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 3240.06 ms
[2021-11-24 19:22:20 main:574] : INFO : Epoch 1755 | loss: 0.0311658 | val_loss: 0.0311784 | Time: 3085.32 ms
[2021-11-24 19:22:23 main:574] : INFO : Epoch 1756 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 3233.98 ms
[2021-11-24 19:22:26 main:574] : INFO : Epoch 1757 | loss: 0.0311658 | val_loss: 0.0311748 | Time: 3193.37 ms
[2021-11-24 19:22:30 main:574] : INFO : Epoch 1758 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 3136.08 ms
[2021-11-24 19:22:33 main:574] : INFO : Epoch 1759 | loss: 0.0311666 | val_loss: 0.031174 | Time: 3232.57 ms
[2021-11-24 19:22:36 main:574] : INFO : Epoch 1760 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 3291.68 ms
[2021-11-24 19:22:39 main:574] : INFO : Epoch 1761 | loss: 0.0311677 | val_loss: 0.0311816 | Time: 3149.02 ms
[2021-11-24 19:22:42 main:574] : INFO : Epoch 1762 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 3181.85 ms
[2021-11-24 19:22:46 main:574] : INFO : Epoch 1763 | loss: 0.0311708 | val_loss: 0.0311775 | Time: 3211.46 ms
[2021-11-24 19:22:49 main:574] : INFO : Epoch 1764 | loss: 0.0311696 | val_loss: 0.0311745 | Time: 3117.93 ms
[2021-11-24 19:22:52 main:574] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.0311758 | Time: 3246.81 ms
[2021-11-24 19:22:55 main:574] : INFO : Epoch 1766 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 3043.7 ms
[2021-11-24 19:22:58 main:574] : INFO : Epoch 1767 | loss: 0.0311657 | val_loss: 0.0311745 | Time: 3276.47 ms
[2021-11-24 19:23:02 main:574] : INFO : Epoch 1768 | loss: 0.0311691 | val_loss: 0.0311785 | Time: 3188.92 ms
[2021-11-24 19:23:05 main:574] : INFO : Epoch 1769 | loss: 0.0311687 | val_loss: 0.03118 | Time: 3225.86 ms
[2021-11-24 19:23:08 main:574] : INFO : Epoch 1770 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 3057.81 ms
[2021-11-24 19:23:11 main:574] : INFO : Epoch 1771 | loss: 0.0311707 | val_loss: 0.031175 | Time: 3239.37 ms
[2021-11-24 19:23:14 main:574] : INFO : Epoch 1772 | loss: 0.0311694 | val_loss: 0.0311745 | Time: 3298.52 ms
[2021-11-24 19:23:18 main:574] : INFO : Epoch 1773 | loss: 0.0311691 | val_loss: 0.031176 | Time: 3228.62 ms
[2021-11-24 19:23:21 main:574] : INFO : Epoch 1774 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 3116.83 ms
[2021-11-24 19:23:24 main:574] : INFO : Epoch 1775 | loss: 0.0311728 | val_loss: 0.0311762 | Time: 3216.96 ms
[2021-11-24 19:23:27 main:574] : INFO : Epoch 1776 | loss: 0.031175 | val_loss: 0.0311763 | Time: 3173.29 ms
[2021-11-24 19:23:30 main:574] : INFO : Epoch 1777 | loss: 0.0311723 | val_loss: 0.0311742 | Time: 3202.85 ms
[2021-11-24 19:23:34 main:574] : INFO : Epoch 1778 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 3303.58 ms
[2021-11-24 19:23:37 main:574] : INFO : Epoch 1779 | loss: 0.031173 | val_loss: 0.0311747 | Time: 3150.87 ms
[2021-11-24 19:23:40 main:574] : INFO : Epoch 1780 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 3176.21 ms
[2021-11-24 19:23:43 main:574] : INFO : Epoch 1781 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 3125.01 ms
[2021-11-24 19:23:46 main:574] : INFO : Epoch 1782 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 3114.6 ms
[2021-11-24 19:23:49 main:574] : INFO : Epoch 1783 | loss: 0.0311737 | val_loss: 0.031177 | Time: 3122.77 ms
[2021-11-24 19:23:53 main:574] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 3188.45 ms
[2021-11-24 19:23:56 main:574] : INFO : Epoch 1785 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 3134.09 ms
[2021-11-24 19:23:59 main:574] : INFO : Epoch 1786 | loss: 0.0311729 | val_loss: 0.0311754 | Time: 3176.04 ms
[2021-11-24 19:24:02 main:574] : INFO : Epoch 1787 | loss: 0.0311728 | val_loss: 0.0311753 | Time: 3135.61 ms
[2021-11-24 19:24:05 main:574] : INFO : Epoch 1788 | loss: 0.0311706 | val_loss: 0.031173 | Time: 3189.41 ms
[2021-11-24 19:24:09 main:574] : INFO : Epoch 1789 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 3250.68 ms
[2021-11-24 19:24:12 main:574] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311753 | Time: 3241.62 ms
[2021-11-24 19:24:15 main:574] : INFO : Epoch 1791 | loss: 0.031175 | val_loss: 0.031182 | Time: 3157.94 ms
[2021-11-24 19:24:18 main:574] : INFO : Epoch 1792 | loss: 0.0311758 | val_loss: 0.0311753 | Time: 3073.21 ms
[2021-11-24 19:24:21 main:574] : INFO : Epoch 1793 | loss: 0.0311725 | val_loss: 0.031173 | Time: 3083.65 ms
[2021-11-24 19:24:24 main:574] : INFO : Epoch 1794 | loss: 0.0311711 | val_loss: 0.0311729 | Time: 3225.04 ms
[2021-11-24 19:24:27 main:574] : INFO : Epoch 1795 | loss: 0.0311698 | val_loss: 0.0311718 | Time: 3106.77 ms
[2021-11-24 19:24:31 main:574] : INFO : Epoch 1796 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 3213.67 ms
[2021-11-24 19:24:34 main:574] : INFO : Epoch 1797 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 3319.12 ms
[2021-11-24 19:24:37 main:574] : INFO : Epoch 1798 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 3061.71 ms
[2021-11-24 19:24:40 main:574] : INFO : Epoch 1799 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 3256.47 ms
[2021-11-24 19:24:44 main:574] : INFO : Epoch 1800 | loss: 0.031173 | val_loss: 0.0311775 | Time: 3187.79 ms
[2021-11-24 19:24:47 main:574] : INFO : Epoch 1801 | loss: 0.0311712 | val_loss: 0.0311776 | Time: 3218.53 ms
[2021-11-24 19:24:50 main:574] : INFO : Epoch 1802 | loss: 0.0311718 | val_loss: 0.0311742 | Time: 3183.33 ms
[2021-11-24 19:24:53 main:574] : INFO : Epoch 1803 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 3291.77 ms
[2021-11-24 19:24:57 main:574] : INFO : Epoch 1804 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 3268.31 ms
[2021-11-24 19:25:00 main:574] : INFO : Epoch 1805 | loss: 0.0311747 | val_loss: 0.0311803 | Time: 3136.59 ms
[2021-11-24 19:25:03 main:574] : INFO : Epoch 1806 | loss: 0.031177 | val_loss: 0.0311783 | Time: 3262.85 ms
[2021-11-24 19:25:06 main:574] : INFO : Epoch 1807 | loss: 0.0311751 | val_loss: 0.0311765 | Time: 3111.09 ms
[2021-11-24 19:25:09 main:574] : INFO : Epoch 1808 | loss: 0.031174 | val_loss: 0.0311754 | Time: 3199.23 ms
[2021-11-24 19:25:12 main:574] : INFO : Epoch 1809 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 3094.2 ms
[2021-11-24 19:25:16 main:574] : INFO : Epoch 1810 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 3156.44 ms
[2021-11-24 19:25:19 main:574] : INFO : Epoch 1811 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 3036.74 ms
[2021-11-24 19:25:22 main:574] : INFO : Epoch 1812 | loss: 0.0311717 | val_loss: 0.0311738 | Time: 3036.93 ms
[2021-11-24 19:25:25 main:574] : INFO : Epoch 1813 | loss: 0.0311712 | val_loss: 0.0311758 | Time: 3200.25 ms
[2021-11-24 19:25:28 main:574] : INFO : Epoch 1814 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 3161.55 ms
[2021-11-24 19:25:31 main:574] : INFO : Epoch 1815 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 3209.91 ms
[2021-11-24 19:25:35 main:574] : INFO : Epoch 1816 | loss: 0.0311685 | val_loss: 0.0311726 | Time: 3281.46 ms
[2021-11-24 19:25:38 main:574] : INFO : Epoch 1817 | loss: 0.031168 | val_loss: 0.0311726 | Time: 3080.98 ms
[2021-11-24 19:25:41 main:574] : INFO : Epoch 1818 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 3202.21 ms
[2021-11-24 19:25:44 main:574] : INFO : Epoch 1819 | loss: 0.0311673 | val_loss: 0.0311727 | Time: 2969.36 ms
[2021-11-24 19:25:47 main:574] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 3184.36 ms
[2021-11-24 19:25:50 main:574] : INFO : Epoch 1821 | loss: 0.0311656 | val_loss: 0.0311733 | Time: 3130.71 ms
[2021-11-24 19:25:53 main:574] : INFO : Epoch 1822 | loss: 0.0311652 | val_loss: 0.031172 | Time: 3159.5 ms
[2021-11-24 19:25:56 main:574] : INFO : Epoch 1823 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 3177.63 ms
[2021-11-24 19:26:00 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.0311729 | Time: 3135.97 ms
[2021-11-24 19:26:03 main:574] : INFO : Epoch 1825 | loss: 0.0311673 | val_loss: 0.0311802 | Time: 3199.8 ms
[2021-11-24 19:26:06 main:574] : INFO : Epoch 1826 | loss: 0.031167 | val_loss: 0.0311727 | Time: 3251.72 ms
[2021-11-24 19:26:09 main:574] : INFO : Epoch 1827 | loss: 0.0311661 | val_loss: 0.0311741 | Time: 3220.21 ms
[2021-11-24 19:26:12 main:574] : INFO : Epoch 1828 | loss: 0.0311656 | val_loss: 0.031175 | Time: 3111.8 ms
[2021-11-24 19:26:16 main:574] : INFO : Epoch 1829 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 3246.8 ms
[2021-11-24 19:26:19 main:574] : INFO : Epoch 1830 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 3217.21 ms
[2021-11-24 19:26:22 main:574] : INFO : Epoch 1831 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 3309 ms
[2021-11-24 19:26:25 main:574] : INFO : Epoch 1832 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 3237.41 ms
[2021-11-24 19:26:29 main:574] : INFO : Epoch 1833 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 3182.93 ms
[2021-11-24 19:26:32 main:574] : INFO : Epoch 1834 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 3192.66 ms
[2021-11-24 19:26:35 main:574] : INFO : Epoch 1835 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 3331.69 ms
[2021-11-24 19:26:38 main:574] : INFO : Epoch 1836 | loss: 0.031165 | val_loss: 0.0311724 | Time: 3046.17 ms
[2021-11-24 19:26:41 main:574] : INFO : Epoch 1837 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 3209 ms
[2021-11-24 19:26:45 main:574] : INFO : Epoch 1838 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 3194.97 ms
[2021-11-24 19:26:48 main:574] : INFO : Epoch 1839 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 3279.19 ms
[2021-11-24 19:26:51 main:574] : INFO : Epoch 1840 | loss: 0.0311624 | val_loss: 0.0311707 | Time: 3377.61 ms
[2021-11-24 19:26:55 main:574] : INFO : Epoch 1841 | loss: 0.0311617 | val_loss: 0.0311706 | Time: 3135.17 ms
[2021-11-24 19:26:58 main:574] : INFO : Epoch 1842 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 3166.57 ms
[2021-11-24 19:27:01 main:574] : INFO : Epoch 1843 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 3307.07 ms
[2021-11-24 19:27:04 main:574] : INFO : Epoch 1844 | loss: 0.0311628 | val_loss: 0.0311728 | Time: 3117.38 ms
[2021-11-24 19:27:07 main:574] : INFO : Epoch 1845 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 3088.98 ms
[2021-11-24 19:27:10 main:574] : INFO : Epoch 1846 | loss: 0.0311613 | val_loss: 0.031171 | Time: 3176.36 ms
[2021-11-24 19:27:14 main:574] : INFO : Epoch 1847 | loss: 0.031162 | val_loss: 0.0311709 | Time: 3175.61 ms
[2021-11-24 19:27:17 main:574] : INFO : Epoch 1848 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 3284.76 ms
[2021-11-24 19:27:20 main:574] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 3407.9 ms
[2021-11-24 19:27:24 main:574] : INFO : Epoch 1850 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 3188.38 ms
[2021-11-24 19:27:27 main:574] : INFO : Epoch 1851 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 3132.39 ms
[2021-11-24 19:27:30 main:574] : INFO : Epoch 1852 | loss: 0.0311651 | val_loss: 0.0311805 | Time: 3197.85 ms
[2021-11-24 19:27:33 main:574] : INFO : Epoch 1853 | loss: 0.0311668 | val_loss: 0.0311728 | Time: 3139.38 ms
[2021-11-24 19:27:36 main:574] : INFO : Epoch 1854 | loss: 0.0311636 | val_loss: 0.0311802 | Time: 3241.6 ms
[2021-11-24 19:27:40 main:574] : INFO : Epoch 1855 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 3404.94 ms
[2021-11-24 19:27:43 main:574] : INFO : Epoch 1856 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3162.46 ms
[2021-11-24 19:27:46 main:574] : INFO : Epoch 1857 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 3124.51 ms
[2021-11-24 19:27:49 main:574] : INFO : Epoch 1858 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 3072.97 ms
[2021-11-24 19:27:52 main:574] : INFO : Epoch 1859 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 3198.87 ms
[2021-11-24 19:27:56 main:574] : INFO : Epoch 1860 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 3265.76 ms
[2021-11-24 19:27:59 main:574] : INFO : Epoch 1861 | loss: 0.0311646 | val_loss: 0.0311733 | Time: 3009.04 ms
[2021-11-24 19:28:02 main:574] : INFO : Epoch 1862 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 3033.75 ms
[2021-11-24 19:28:05 main:574] : INFO : Epoch 1863 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 3179.34 ms
[2021-11-24 19:28:08 main:574] : INFO : Epoch 1864 | loss: 0.031163 | val_loss: 0.0311712 | Time: 3051.4 ms
[2021-11-24 19:28:11 main:574] : INFO : Epoch 1865 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 3161.67 ms
[2021-11-24 19:28:14 main:574] : INFO : Epoch 1866 | loss: 0.0311632 | val_loss: 0.0311703 | Time: 3022.17 ms
[2021-11-24 19:28:17 main:574] : INFO : Epoch 1867 | loss: 0.0311619 | val_loss: 0.0311699 | Time: 3137.53 ms
[2021-11-24 19:28:20 main:574] : INFO : Epoch 1868 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 3138.72 ms
[2021-11-24 19:28:24 main:574] : INFO : Epoch 1869 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 3220.07 ms
[2021-11-24 19:28:27 main:574] : INFO : Epoch 1870 | loss: 0.0311622 | val_loss: 0.0311706 | Time: 3091.67 ms
[2021-11-24 19:28:30 main:574] : INFO : Epoch 1871 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 3258.9 ms
[2021-11-24 19:28:33 main:574] : INFO : Epoch 1872 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 2958.25 ms
[2021-11-24 19:28:36 main:574] : INFO : Epoch 1873 | loss: 0.0311604 | val_loss: 0.0311766 | Time: 3346.95 ms
[2021-11-24 19:28:40 main:574] : INFO : Epoch 1874 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 3291.59 ms
[2021-11-24 19:28:43 main:574] : INFO : Epoch 1875 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 3213.62 ms
[2021-11-24 19:28:46 main:574] : INFO : Epoch 1876 | loss: 0.0311638 | val_loss: 0.0311726 | Time: 3208.83 ms
[2021-11-24 19:28:49 main:574] : INFO : Epoch 1877 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 3041.94 ms
[2021-11-24 19:28:52 main:574] : INFO : Epoch 1878 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 3127.92 ms
[2021-11-24 19:28:55 main:574] : INFO : Epoch 1879 | loss: 0.0311666 | val_loss: 0.0311844 | Time: 3099.33 ms
[2021-11-24 19:28:58 main:574] : INFO : Epoch 1880 | loss: 0.0311666 | val_loss: 0.0311744 | Time: 3180.2 ms
[2021-11-24 19:29:02 main:574] : INFO : Epoch 1881 | loss: 0.0311652 | val_loss: 0.0311767 | Time: 3271.79 ms
[2021-11-24 19:29:05 main:574] : INFO : Epoch 1882 | loss: 0.031165 | val_loss: 0.031176 | Time: 3144.54 ms
[2021-11-24 19:29:08 main:574] : INFO : Epoch 1883 | loss: 0.0311648 | val_loss: 0.031176 | Time: 3337.79 ms
[2021-11-24 19:29:11 main:574] : INFO : Epoch 1884 | loss: 0.0311635 | val_loss: 0.031172 | Time: 3081.68 ms
[2021-11-24 19:29:15 main:574] : INFO : Epoch 1885 | loss: 0.031161 | val_loss: 0.0311712 | Time: 3203.5 ms
[2021-11-24 19:29:18 main:574] : INFO : Epoch 1886 | loss: 0.0311611 | val_loss: 0.0311733 | Time: 3236.08 ms
[2021-11-24 19:29:21 main:574] : INFO : Epoch 1887 | loss: 0.0311614 | val_loss: 0.0311796 | Time: 3175.81 ms
[2021-11-24 19:29:24 main:574] : INFO : Epoch 1888 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 3048.99 ms
[2021-11-24 19:29:27 main:574] : INFO : Epoch 1889 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 3038.85 ms
[2021-11-24 19:29:30 main:574] : INFO : Epoch 1890 | loss: 0.0311634 | val_loss: 0.0311734 | Time: 3100.79 ms
[2021-11-24 19:29:33 main:574] : INFO : Epoch 1891 | loss: 0.0311614 | val_loss: 0.0311718 | Time: 3206.86 ms
[2021-11-24 19:29:37 main:574] : INFO : Epoch 1892 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 3168.14 ms
[2021-11-24 19:29:40 main:574] : INFO : Epoch 1893 | loss: 0.0311602 | val_loss: 0.0311743 | Time: 3056.54 ms
[2021-11-24 19:29:43 main:574] : INFO : Epoch 1894 | loss: 0.0311622 | val_loss: 0.0311745 | Time: 3245.47 ms
[2021-11-24 19:29:46 main:574] : INFO : Epoch 1895 | loss: 0.0311629 | val_loss: 0.0311728 | Time: 3274.25 ms
[2021-11-24 19:29:49 main:574] : INFO : Epoch 1896 | loss: 0.0311604 | val_loss: 0.0311724 | Time: 3244.61 ms
[2021-11-24 19:29:52 main:574] : INFO : Epoch 1897 | loss: 0.03116 | val_loss: 0.0311711 | Time: 3030.81 ms
[2021-11-24 19:29:56 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 3074.3 ms
[2021-11-24 19:29:59 main:574] : INFO : Epoch 1899 | loss: 0.0311607 | val_loss: 0.0311759 | Time: 3030.17 ms
[2021-11-24 19:30:02 main:574] : INFO : Epoch 1900 | loss: 0.0311646 | val_loss: 0.0311734 | Time: 3059.06 ms
[2021-11-24 19:30:05 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 3251.74 ms
[2021-11-24 19:30:08 main:574] : INFO : Epoch 1902 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 3146.12 ms
[2021-11-24 19:30:11 main:574] : INFO : Epoch 1903 | loss: 0.0311621 | val_loss: 0.0311756 | Time: 3227.68 ms
[2021-11-24 19:30:15 main:574] : INFO : Epoch 1904 | loss: 0.0311624 | val_loss: 0.0311725 | Time: 3218.44 ms
[2021-11-24 19:30:18 main:574] : INFO : Epoch 1905 | loss: 0.0311634 | val_loss: 0.0311723 | Time: 3285.28 ms
[2021-11-24 19:30:21 main:574] : INFO : Epoch 1906 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 3072.03 ms
[2021-11-24 19:30:24 main:574] : INFO : Epoch 1907 | loss: 0.0311618 | val_loss: 0.0311719 | Time: 3149.94 ms
[2021-11-24 19:30:27 main:574] : INFO : Epoch 1908 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 3015.33 ms
[2021-11-24 19:30:30 main:574] : INFO : Epoch 1909 | loss: 0.0311585 | val_loss: 0.0311736 | Time: 3050.67 ms
[2021-11-24 19:30:33 main:574] : INFO : Epoch 1910 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 3241.36 ms
[2021-11-24 19:30:37 main:574] : INFO : Epoch 1911 | loss: 0.0311625 | val_loss: 0.0311772 | Time: 3228.37 ms
[2021-11-24 19:30:40 main:574] : INFO : Epoch 1912 | loss: 0.0311636 | val_loss: 0.0311739 | Time: 3218.95 ms
[2021-11-24 19:30:43 main:574] : INFO : Epoch 1913 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 3083.18 ms
[2021-11-24 19:30:46 main:574] : INFO : Epoch 1914 | loss: 0.0311584 | val_loss: 0.031172 | Time: 3014.94 ms
[2021-11-24 19:30:49 main:574] : INFO : Epoch 1915 | loss: 0.0311587 | val_loss: 0.0311739 | Time: 3250.74 ms
[2021-11-24 19:30:52 main:574] : INFO : Epoch 1916 | loss: 0.0311592 | val_loss: 0.0311748 | Time: 3188.01 ms
[2021-11-24 19:30:55 main:574] : INFO : Epoch 1917 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 3040.15 ms
[2021-11-24 19:30:59 main:574] : INFO : Epoch 1918 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 3109.87 ms
[2021-11-24 19:31:02 main:574] : INFO : Epoch 1919 | loss: 0.0311623 | val_loss: 0.0311746 | Time: 3022.6 ms
[2021-11-24 19:31:05 main:574] : INFO : Epoch 1920 | loss: 0.0311612 | val_loss: 0.0311752 | Time: 3208.96 ms
[2021-11-24 19:31:08 main:574] : INFO : Epoch 1921 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 3203.58 ms
[2021-11-24 19:31:11 main:574] : INFO : Epoch 1922 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2975.96 ms
[2021-11-24 19:31:14 main:574] : INFO : Epoch 1923 | loss: 0.0311589 | val_loss: 0.031173 | Time: 3230.93 ms
[2021-11-24 19:31:18 main:574] : INFO : Epoch 1924 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 3192.2 ms
[2021-11-24 19:31:21 main:574] : INFO : Epoch 1925 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 3190.85 ms
[2021-11-24 19:31:24 main:574] : INFO : Epoch 1926 | loss: 0.0311581 | val_loss: 0.0311743 | Time: 3320.39 ms
[2021-11-24 19:31:27 main:574] : INFO : Epoch 1927 | loss: 0.0311569 | val_loss: 0.031172 | Time: 3093.66 ms
[2021-11-24 19:31:30 main:574] : INFO : Epoch 1928 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 3182.78 ms
[2021-11-24 19:31:33 main:574] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.031173 | Time: 3051.9 ms
[2021-11-24 19:31:37 main:574] : INFO : Epoch 1930 | loss: 0.0311585 | val_loss: 0.0311735 | Time: 3155.68 ms
[2021-11-24 19:31:40 main:574] : INFO : Epoch 1931 | loss: 0.0311577 | val_loss: 0.0311724 | Time: 3248.96 ms
[2021-11-24 19:31:43 main:574] : INFO : Epoch 1932 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 3268.95 ms
[2021-11-24 19:31:47 main:574] : INFO : Epoch 1933 | loss: 0.0311595 | val_loss: 0.0311717 | Time: 3455.93 ms
[2021-11-24 19:31:50 main:574] : INFO : Epoch 1934 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 3138.52 ms
[2021-11-24 19:31:53 main:574] : INFO : Epoch 1935 | loss: 0.0311587 | val_loss: 0.0311787 | Time: 3019.01 ms
[2021-11-24 19:31:56 main:574] : INFO : Epoch 1936 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 3213.81 ms
[2021-11-24 19:31:59 main:574] : INFO : Epoch 1937 | loss: 0.0311588 | val_loss: 0.0311726 | Time: 3167.02 ms
[2021-11-24 19:32:03 main:574] : INFO : Epoch 1938 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 3422.5 ms
[2021-11-24 19:32:06 main:574] : INFO : Epoch 1939 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 3167.49 ms
[2021-11-24 19:32:09 main:574] : INFO : Epoch 1940 | loss: 0.0311565 | val_loss: 0.0311769 | Time: 3097.42 ms
[2021-11-24 19:32:12 main:574] : INFO : Epoch 1941 | loss: 0.0311582 | val_loss: 0.031172 | Time: 3305.45 ms
[2021-11-24 19:32:15 main:574] : INFO : Epoch 1942 | loss: 0.0311665 | val_loss: 0.0311736 | Time: 3261.69 ms
[2021-11-24 19:32:19 main:574] : INFO : Epoch 1943 | loss: 0.0311682 | val_loss: 0.0311735 | Time: 3090.54 ms
[2021-11-24 19:32:22 main:574] : INFO : Epoch 1944 | loss: 0.0311647 | val_loss: 0.0311727 | Time: 3280.29 ms
[2021-11-24 19:32:25 main:574] : INFO : Epoch 1945 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 3131.01 ms
[2021-11-24 19:32:28 main:574] : INFO : Epoch 1946 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 3244.47 ms
[2021-11-24 19:32:31 main:574] : INFO : Epoch 1947 | loss: 0.0311595 | val_loss: 0.0311763 | Time: 3168.27 ms
[2021-11-24 19:32:35 main:574] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.031175 | Time: 3252.1 ms
[2021-11-24 19:32:38 main:574] : INFO : Epoch 1949 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 3241.66 ms
[2021-11-24 19:32:41 main:574] : INFO : Epoch 1950 | loss: 0.0311681 | val_loss: 0.0311749 | Time: 3105.18 ms
[2021-11-24 19:32:44 main:574] : INFO : Epoch 1951 | loss: 0.0311667 | val_loss: 0.0311726 | Time: 3253.71 ms
[2021-11-24 19:32:47 main:574] : INFO : Epoch 1952 | loss: 0.0311674 | val_loss: 0.031179 | Time: 3093.32 ms
[2021-11-24 19:32:51 main:574] : INFO : Epoch 1953 | loss: 0.0311689 | val_loss: 0.031176 | Time: 3197.14 ms
[2021-11-24 19:32:54 main:574] : INFO : Epoch 1954 | loss: 0.0311669 | val_loss: 0.0311784 | Time: 3190.75 ms
[2021-11-24 19:32:57 main:574] : INFO : Epoch 1955 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 3334.32 ms
[2021-11-24 19:33:00 main:574] : INFO : Epoch 1956 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 3065.88 ms
[2021-11-24 19:33:03 main:574] : INFO : Epoch 1957 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 3208.81 ms
[2021-11-24 19:33:07 main:574] : INFO : Epoch 1958 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 3290.39 ms
[2021-11-24 19:33:10 main:574] : INFO : Epoch 1959 | loss: 0.0311618 | val_loss: 0.0311732 | Time: 3090.43 ms
[2021-11-24 19:33:13 main:574] : INFO : Epoch 1960 | loss: 0.0311626 | val_loss: 0.0311735 | Time: 3095.58 ms
[2021-11-24 19:33:16 main:574] : INFO : Epoch 1961 | loss: 0.0311606 | val_loss: 0.0311758 | Time: 3260.67 ms
[2021-11-24 19:33:19 main:574] : INFO : Epoch 1962 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 3094.44 ms
[2021-11-24 19:33:23 main:574] : INFO : Epoch 1963 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 3305.25 ms
[2021-11-24 19:33:26 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 3271.19 ms
[2021-11-24 19:33:29 main:574] : INFO : Epoch 1965 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 3106.3 ms
[2021-11-24 19:33:32 main:574] : INFO : Epoch 1966 | loss: 0.0311738 | val_loss: 0.0311866 | Time: 3163.71 ms
[2021-11-24 19:33:35 main:574] : INFO : Epoch 1967 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 3256.8 ms
[2021-11-24 19:33:38 main:574] : INFO : Epoch 1968 | loss: 0.0311587 | val_loss: 0.0311711 | Time: 2959.77 ms
[2021-11-24 19:33:42 main:574] : INFO : Epoch 1969 | loss: 0.0311569 | val_loss: 0.0311715 | Time: 3226.41 ms
[2021-11-24 19:33:45 main:574] : INFO : Epoch 1970 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 3287.84 ms
[2021-11-24 19:33:48 main:574] : INFO : Epoch 1971 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 3161.17 ms
[2021-11-24 19:33:51 main:574] : INFO : Epoch 1972 | loss: 0.031157 | val_loss: 0.0311748 | Time: 3098.32 ms
[2021-11-24 19:33:54 main:574] : INFO : Epoch 1973 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 3125.02 ms
[2021-11-24 19:33:58 main:574] : INFO : Epoch 1974 | loss: 0.0311594 | val_loss: 0.0311727 | Time: 3316.34 ms
[2021-11-24 19:34:01 main:574] : INFO : Epoch 1975 | loss: 0.0311583 | val_loss: 0.0311747 | Time: 3232.71 ms
[2021-11-24 19:34:04 main:574] : INFO : Epoch 1976 | loss: 0.0311581 | val_loss: 0.0311722 | Time: 3175.7 ms
[2021-11-24 19:34:07 main:574] : INFO : Epoch 1977 | loss: 0.0311568 | val_loss: 0.031171 | Time: 3248.17 ms
[2021-11-24 19:34:11 main:574] : INFO : Epoch 1978 | loss: 0.0311553 | val_loss: 0.0311733 | Time: 3226.5 ms
[2021-11-24 19:34:14 main:574] : INFO : Epoch 1979 | loss: 0.0311569 | val_loss: 0.0311734 | Time: 3231.16 ms
[2021-11-24 19:34:17 main:574] : INFO : Epoch 1980 | loss: 0.0311558 | val_loss: 0.0311747 | Time: 3045.97 ms
[2021-11-24 19:34:20 main:574] : INFO : Epoch 1981 | loss: 0.0311574 | val_loss: 0.0311738 | Time: 3269.93 ms
[2021-11-24 19:34:23 main:574] : INFO : Epoch 1982 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 3312.31 ms
[2021-11-24 19:34:27 main:574] : INFO : Epoch 1983 | loss: 0.0311557 | val_loss: 0.0311714 | Time: 3285.99 ms
[2021-11-24 19:34:30 main:574] : INFO : Epoch 1984 | loss: 0.0311563 | val_loss: 0.0311702 | Time: 3180.54 ms
[2021-11-24 19:34:33 main:574] : INFO : Epoch 1985 | loss: 0.0311571 | val_loss: 0.0311716 | Time: 3214.26 ms
[2021-11-24 19:34:37 main:574] : INFO : Epoch 1986 | loss: 0.0311585 | val_loss: 0.0311703 | Time: 3311.81 ms
[2021-11-24 19:34:40 main:574] : INFO : Epoch 1987 | loss: 0.031158 | val_loss: 0.0311707 | Time: 3318.13 ms
[2021-11-24 19:34:43 main:574] : INFO : Epoch 1988 | loss: 0.0311589 | val_loss: 0.0311735 | Time: 3067.4 ms
[2021-11-24 19:34:46 main:574] : INFO : Epoch 1989 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2999.31 ms
[2021-11-24 19:34:49 main:574] : INFO : Epoch 1990 | loss: 0.0311655 | val_loss: 0.0311723 | Time: 3219.19 ms
[2021-11-24 19:34:52 main:574] : INFO : Epoch 1991 | loss: 0.031163 | val_loss: 0.0311715 | Time: 3011.51 ms
[2021-11-24 19:34:55 main:574] : INFO : Epoch 1992 | loss: 0.0311638 | val_loss: 0.0311745 | Time: 3145.79 ms
[2021-11-24 19:34:58 main:574] : INFO : Epoch 1993 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 3151.27 ms
[2021-11-24 19:35:02 main:574] : INFO : Epoch 1994 | loss: 0.0311608 | val_loss: 0.031174 | Time: 3181.95 ms
[2021-11-24 19:35:05 main:574] : INFO : Epoch 1995 | loss: 0.0311604 | val_loss: 0.0311761 | Time: 3172.38 ms
[2021-11-24 19:35:08 main:574] : INFO : Epoch 1996 | loss: 0.031163 | val_loss: 0.0311749 | Time: 3081.62 ms
[2021-11-24 19:35:11 main:574] : INFO : Epoch 1997 | loss: 0.0311635 | val_loss: 0.0311704 | Time: 3151.38 ms
[2021-11-24 19:35:14 main:574] : INFO : Epoch 1998 | loss: 0.0311597 | val_loss: 0.0311699 | Time: 3166.89 ms
[2021-11-24 19:35:18 main:574] : INFO : Epoch 1999 | loss: 0.0311587 | val_loss: 0.0311736 | Time: 3250.93 ms
[2021-11-24 19:35:21 main:574] : INFO : Epoch 2000 | loss: 0.0311602 | val_loss: 0.0311716 | Time: 3173.6 ms
[2021-11-24 19:35:24 main:574] : INFO : Epoch 2001 | loss: 0.0311626 | val_loss: 0.0311703 | Time: 3233.1 ms
[2021-11-24 19:35:27 main:574] : INFO : Epoch 2002 | loss: 0.031159 | val_loss: 0.031169 | Time: 3139.26 ms
[2021-11-24 19:35:30 main:574] : INFO : Epoch 2003 | loss: 0.031158 | val_loss: 0.0311702 | Time: 3158.6 ms
[2021-11-24 19:35:34 main:574] : INFO : Epoch 2004 | loss: 0.0311583 | val_loss: 0.031171 | Time: 3304.81 ms
[2021-11-24 19:35:37 main:574] : INFO : Epoch 2005 | loss: 0.031159 | val_loss: 0.031174 | Time: 3204.78 ms
[2021-11-24 19:35:40 main:574] : INFO : Epoch 2006 | loss: 0.0311602 | val_loss: 0.031172 | Time: 3055.19 ms
[2021-11-24 19:35:43 main:574] : INFO : Epoch 2007 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 3134.06 ms
[2021-11-24 19:35:46 main:574] : INFO : Epoch 2008 | loss: 0.0311592 | val_loss: 0.0311725 | Time: 3186.81 ms
[2021-11-24 19:35:49 main:574] : INFO : Epoch 2009 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 3046.07 ms
[2021-11-24 19:35:52 main:574] : INFO : Epoch 2010 | loss: 0.031157 | val_loss: 0.0311731 | Time: 3076.27 ms
[2021-11-24 19:35:56 main:574] : INFO : Epoch 2011 | loss: 0.0311554 | val_loss: 0.0311728 | Time: 3263.51 ms
[2021-11-24 19:35:59 main:574] : INFO : Epoch 2012 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 3158.9 ms
[2021-11-24 19:36:02 main:574] : INFO : Epoch 2013 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 3266.77 ms
[2021-11-24 19:36:05 main:574] : INFO : Epoch 2014 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 3284.44 ms
[2021-11-24 19:36:09 main:574] : INFO : Epoch 2015 | loss: 0.031158 | val_loss: 0.031174 | Time: 3243.63 ms
[2021-11-24 19:36:12 main:574] : INFO : Epoch 2016 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 3206.73 ms
[2021-11-24 19:36:15 main:574] : INFO : Epoch 2017 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 3167.38 ms
[2021-11-24 19:36:18 main:574] : INFO : Epoch 2018 | loss: 0.0311567 | val_loss: 0.0311693 | Time: 3250.36 ms
[2021-11-24 19:36:21 main:574] : INFO : Epoch 2019 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 3181.59 ms
[2021-11-24 19:36:25 main:574] : INFO : Epoch 2020 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 3174.59 ms
[2021-11-24 19:36:28 main:574] : INFO : Epoch 2021 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 3208.31 ms
[2021-11-24 19:36:31 main:574] : INFO : Epoch 2022 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 3264.42 ms
[2021-11-24 19:36:34 main:574] : INFO : Epoch 2023 | loss: 0.0311538 | val_loss: 0.0311684 | Time: 3166.01 ms
[2021-11-24 19:36:38 main:574] : INFO : Epoch 2024 | loss: 0.0311534 | val_loss: 0.0311689 | Time: 3276.45 ms
[2021-11-24 19:36:41 main:574] : INFO : Epoch 2025 | loss: 0.0311527 | val_loss: 0.0311674 | Time: 3167.25 ms
[2021-11-24 19:36:44 main:574] : INFO : Epoch 2026 | loss: 0.0311529 | val_loss: 0.03117 | Time: 3113.1 ms
[2021-11-24 19:36:47 main:574] : INFO : Epoch 2027 | loss: 0.0311522 | val_loss: 0.0311678 | Time: 3209.27 ms
[2021-11-24 19:36:50 main:574] : INFO : Epoch 2028 | loss: 0.0311524 | val_loss: 0.0311673 | Time: 3162.29 ms
[2021-11-24 19:36:53 main:574] : INFO : Epoch 2029 | loss: 0.031152 | val_loss: 0.0311671 | Time: 3009.79 ms
[2021-11-24 19:36:57 main:574] : INFO : Epoch 2030 | loss: 0.0311527 | val_loss: 0.0311687 | Time: 3342.65 ms
[2021-11-24 19:37:00 main:574] : INFO : Epoch 2031 | loss: 0.0311506 | val_loss: 0.0311684 | Time: 3103.36 ms
[2021-11-24 19:37:03 main:574] : INFO : Epoch 2032 | loss: 0.0311529 | val_loss: 0.0311704 | Time: 3364.48 ms
[2021-11-24 19:37:06 main:574] : INFO : Epoch 2033 | loss: 0.0311521 | val_loss: 0.0311705 | Time: 3071.2 ms
[2021-11-24 19:37:09 main:574] : INFO : Epoch 2034 | loss: 0.0311515 | val_loss: 0.0311671 | Time: 3113.15 ms
[2021-11-24 19:37:13 main:574] : INFO : Epoch 2035 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 3277.81 ms
[2021-11-24 19:37:16 main:574] : INFO : Epoch 2036 | loss: 0.0311504 | val_loss: 0.0311684 | Time: 3161.9 ms
[2021-11-24 19:37:19 main:574] : INFO : Epoch 2037 | loss: 0.031149 | val_loss: 0.0311717 | Time: 3221.7 ms
[2021-11-24 19:37:22 main:574] : INFO : Epoch 2038 | loss: 0.0311508 | val_loss: 0.0311691 | Time: 3269.13 ms
[2021-11-24 19:37:25 main:574] : INFO : Epoch 2039 | loss: 0.0311506 | val_loss: 0.0311711 | Time: 3055.89 ms
[2021-11-24 19:37:28 main:574] : INFO : Epoch 2040 | loss: 0.0311502 | val_loss: 0.0311702 | Time: 2998.08 ms
[2021-11-24 19:37:31 main:574] : INFO : Epoch 2041 | loss: 0.031153 | val_loss: 0.03117 | Time: 3130.96 ms
[2021-11-24 19:37:35 main:574] : INFO : Epoch 2042 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 3273.16 ms
[2021-11-24 19:37:38 main:574] : INFO : Epoch 2043 | loss: 0.0311537 | val_loss: 0.0311732 | Time: 3150.56 ms
[2021-11-24 19:37:41 main:574] : INFO : Epoch 2044 | loss: 0.0311546 | val_loss: 0.0311709 | Time: 3066.82 ms
[2021-11-24 19:37:44 main:574] : INFO : Epoch 2045 | loss: 0.0311539 | val_loss: 0.0311747 | Time: 3170.82 ms
[2021-11-24 19:37:47 main:574] : INFO : Epoch 2046 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 3247.7 ms
[2021-11-24 19:37:51 main:574] : INFO : Epoch 2047 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 3276.07 ms
[2021-11-24 19:37:54 main:574] : INFO : Epoch 2048 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 3209.78 ms
[2021-11-24 19:37:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311694
[2021-11-24 19:37:54 main:603] : INFO : Saving end state to config to file
[2021-11-24 19:37:54 main:608] : INFO : Success, exiting..
19:37:54 (8440): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)