Task 14622813
| Name | ParityModified-1647047349-17012-3-0_0 |
| Workunit | 11639574 |
| Created | 17 Apr 2022, 15:06:24 UTC |
| Sent | 17 Apr 2022, 15:07:04 UTC |
| Report deadline | 25 Apr 2022, 15:07:04 UTC |
| Received | 18 Apr 2022, 4:23:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 2 hours 7 min 30 sec |
| CPU time | 2 hours 3 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,156.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 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: 0.0311742 | val_loss: 0.0311847 | Time: 4309.1 ms
[2022-04-17 23:37:26 main:574] : INFO : Epoch 1543 | loss: 0.03118 | val_loss: 0.0312012 | Time: 3205.12 ms
[2022-04-17 23:37:30 main:574] : INFO : Epoch 1544 | loss: 0.0311917 | val_loss: 0.0311953 | Time: 4269.86 ms
[2022-04-17 23:37:34 main:574] : INFO : Epoch 1545 | loss: 0.031187 | val_loss: 0.0311907 | Time: 3245.6 ms
[2022-04-17 23:37:38 main:574] : INFO : Epoch 1546 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 4279.01 ms
[2022-04-17 23:37:41 main:574] : INFO : Epoch 1547 | loss: 0.031186 | val_loss: 0.0311906 | Time: 3296.61 ms
[2022-04-17 23:37:45 main:574] : INFO : Epoch 1548 | loss: 0.031182 | val_loss: 0.0311871 | Time: 4335.81 ms
[2022-04-17 23:37:49 main:574] : INFO : Epoch 1549 | loss: 0.0311824 | val_loss: 0.0311891 | Time: 3234.13 ms
[2022-04-17 23:37:53 main:574] : INFO : Epoch 1550 | loss: 0.0311843 | val_loss: 0.0311926 | Time: 4342.41 ms
[2022-04-17 23:37:56 main:574] : INFO : Epoch 1551 | loss: 0.0311855 | val_loss: 0.0311891 | Time: 3203.21 ms
[2022-04-17 23:38:01 main:574] : INFO : Epoch 1552 | loss: 0.0311855 | val_loss: 0.0311963 | Time: 4417.9 ms
[2022-04-17 23:38:04 main:574] : INFO : Epoch 1553 | loss: 0.0311852 | val_loss: 0.0311863 | Time: 3190.15 ms
[2022-04-17 23:38:07 main:574] : INFO : Epoch 1554 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 3272.94 ms
[2022-04-17 23:38:11 main:574] : INFO : Epoch 1555 | loss: 0.03118 | val_loss: 0.0311864 | Time: 4300.26 ms
[2022-04-17 23:38:15 main:574] : INFO : Epoch 1556 | loss: 0.031181 | val_loss: 0.0311941 | Time: 3261.79 ms
[2022-04-17 23:38:19 main:574] : INFO : Epoch 1557 | loss: 0.0311822 | val_loss: 0.0311918 | Time: 4201.1 ms
[2022-04-17 23:38:22 main:574] : INFO : Epoch 1558 | loss: 0.0311805 | val_loss: 0.0311882 | Time: 3241.5 ms
[2022-04-17 23:38:26 main:574] : INFO : Epoch 1559 | loss: 0.0311822 | val_loss: 0.0311998 | Time: 4230.79 ms
[2022-04-17 23:38:30 main:574] : INFO : Epoch 1560 | loss: 0.0311831 | val_loss: 0.0311887 | Time: 3229.08 ms
[2022-04-17 23:38:34 main:574] : INFO : Epoch 1561 | loss: 0.0311792 | val_loss: 0.031189 | Time: 4382.36 ms
[2022-04-17 23:38:37 main:574] : INFO : Epoch 1562 | loss: 0.0311789 | val_loss: 0.0311882 | Time: 3227.82 ms
[2022-04-17 23:38:42 main:574] : INFO : Epoch 1563 | loss: 0.0311801 | val_loss: 0.0311866 | Time: 4348.96 ms
[2022-04-17 23:38:45 main:574] : INFO : Epoch 1564 | loss: 0.0311812 | val_loss: 0.0311884 | Time: 3214.73 ms
[2022-04-17 23:38:49 main:574] : INFO : Epoch 1565 | loss: 0.0311821 | val_loss: 0.0311925 | Time: 4324.37 ms
[2022-04-17 23:38:52 main:574] : INFO : Epoch 1566 | loss: 0.031181 | val_loss: 0.0311863 | Time: 3278.45 ms
[2022-04-17 23:38:57 main:574] : INFO : Epoch 1567 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 4333.07 ms
[2022-04-17 23:39:00 main:574] : INFO : Epoch 1568 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 3347.5 ms
[2022-04-17 23:39:04 main:574] : INFO : Epoch 1569 | loss: 0.031182 | val_loss: 0.0311839 | Time: 4298.7 ms
[2022-04-17 23:39:08 main:574] : INFO : Epoch 1570 | loss: 0.0311833 | val_loss: 0.0311879 | Time: 3186.27 ms
[2022-04-17 23:39:11 main:574] : INFO : Epoch 1571 | loss: 0.0311826 | val_loss: 0.0311888 | Time: 3230.57 ms
[2022-04-17 23:39:15 main:574] : INFO : Epoch 1572 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 4286.04 ms
[2022-04-17 23:39:18 main:574] : INFO : Epoch 1573 | loss: 0.0311814 | val_loss: 0.0311889 | Time: 3259.46 ms
[2022-04-17 23:39:23 main:574] : INFO : Epoch 1574 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 4385.2 ms
[2022-04-17 23:39:26 main:574] : INFO : Epoch 1575 | loss: 0.0311839 | val_loss: 0.0311895 | Time: 3269.57 ms
[2022-04-17 23:39:30 main:574] : INFO : Epoch 1576 | loss: 0.0311832 | val_loss: 0.0311871 | Time: 4283.62 ms
[2022-04-17 23:39:34 main:574] : INFO : Epoch 1577 | loss: 0.0311835 | val_loss: 0.0311916 | Time: 3247.38 ms
[2022-04-17 23:39:38 main:574] : INFO : Epoch 1578 | loss: 0.0311868 | val_loss: 0.03119 | Time: 4292.4 ms
[2022-04-17 23:39:41 main:574] : INFO : Epoch 1579 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 3291.86 ms
[2022-04-17 23:39:45 main:574] : INFO : Epoch 1580 | loss: 0.0311847 | val_loss: 0.0311885 | Time: 4282.64 ms
[2022-04-17 23:39:49 main:574] : INFO : Epoch 1581 | loss: 0.0311853 | val_loss: 0.0311879 | Time: 3238.64 ms
[2022-04-17 23:39:53 main:574] : INFO : Epoch 1582 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 4390.82 ms
[2022-04-17 23:39:57 main:574] : INFO : Epoch 1583 | loss: 0.0311854 | val_loss: 0.0311884 | Time: 3416.74 ms
[2022-04-17 23:40:01 main:574] : INFO : Epoch 1584 | loss: 0.0311831 | val_loss: 0.0311862 | Time: 4377.31 ms
[2022-04-17 23:40:05 main:574] : INFO : Epoch 1585 | loss: 0.0311846 | val_loss: 0.0311914 | Time: 3650.69 ms
[2022-04-17 23:40:09 main:574] : INFO : Epoch 1586 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 4038.4 ms
[2022-04-17 23:40:12 main:574] : INFO : Epoch 1587 | loss: 0.0311848 | val_loss: 0.0311907 | Time: 3193.53 ms
[2022-04-17 23:40:16 main:574] : INFO : Epoch 1588 | loss: 0.0311818 | val_loss: 0.0311881 | Time: 3792.97 ms
[2022-04-17 23:40:19 main:574] : INFO : Epoch 1589 | loss: 0.0311822 | val_loss: 0.0311868 | Time: 3763.43 ms
[2022-04-17 23:40:23 main:574] : INFO : Epoch 1590 | loss: 0.0311811 | val_loss: 0.0311872 | Time: 3834.81 ms
[2022-04-17 23:40:27 main:574] : INFO : Epoch 1591 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 3795.83 ms
[2022-04-17 23:40:31 main:574] : INFO : Epoch 1592 | loss: 0.0311809 | val_loss: 0.0311911 | Time: 3935.18 ms
[2022-04-17 23:40:35 main:574] : INFO : Epoch 1593 | loss: 0.0311818 | val_loss: 0.031187 | Time: 3672.6 ms
[2022-04-17 23:40:38 main:574] : INFO : Epoch 1594 | loss: 0.0311807 | val_loss: 0.0311869 | Time: 3842.16 ms
[2022-04-17 23:40:42 main:574] : INFO : Epoch 1595 | loss: 0.0311805 | val_loss: 0.0311856 | Time: 3778.03 ms
[2022-04-17 23:40:46 main:574] : INFO : Epoch 1596 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 3692.44 ms
[2022-04-17 23:40:50 main:574] : INFO : Epoch 1597 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 3924.27 ms
[2022-04-17 23:40:54 main:574] : INFO : Epoch 1598 | loss: 0.031184 | val_loss: 0.0311904 | Time: 3989.82 ms
[2022-04-17 23:40:58 main:574] : INFO : Epoch 1599 | loss: 0.0311823 | val_loss: 0.0311889 | Time: 3711.67 ms
[2022-04-17 23:41:02 main:574] : INFO : Epoch 1600 | loss: 0.031182 | val_loss: 0.0311892 | Time: 4128.45 ms
[2022-04-17 23:41:05 main:574] : INFO : Epoch 1601 | loss: 0.0311822 | val_loss: 0.0311911 | Time: 3608.79 ms
[2022-04-17 23:41:09 main:574] : INFO : Epoch 1602 | loss: 0.0311849 | val_loss: 0.0312031 | Time: 3963.71 ms
[2022-04-17 23:41:13 main:574] : INFO : Epoch 1603 | loss: 0.031188 | val_loss: 0.0311985 | Time: 3697.03 ms
[2022-04-17 23:41:16 main:574] : INFO : Epoch 1604 | loss: 0.0311837 | val_loss: 0.0311908 | Time: 3219.29 ms
[2022-04-17 23:41:20 main:574] : INFO : Epoch 1605 | loss: 0.0311821 | val_loss: 0.0311945 | Time: 4191.28 ms
[2022-04-17 23:41:24 main:574] : INFO : Epoch 1606 | loss: 0.0311801 | val_loss: 0.0311894 | Time: 3454.69 ms
[2022-04-17 23:41:28 main:574] : INFO : Epoch 1607 | loss: 0.0311813 | val_loss: 0.0311889 | Time: 4367.26 ms
[2022-04-17 23:41:32 main:574] : INFO : Epoch 1608 | loss: 0.0311794 | val_loss: 0.0311933 | Time: 3272.82 ms
[2022-04-17 23:41:36 main:574] : INFO : Epoch 1609 | loss: 0.0311826 | val_loss: 0.0311906 | Time: 4367.69 ms
[2022-04-17 23:41:39 main:574] : INFO : Epoch 1610 | loss: 0.0311823 | val_loss: 0.0311986 | Time: 3410.26 ms
[2022-04-17 23:41:44 main:574] : INFO : Epoch 1611 | loss: 0.0311819 | val_loss: 0.0311889 | Time: 4320.46 ms
[2022-04-17 23:41:47 main:574] : INFO : Epoch 1612 | loss: 0.0311803 | val_loss: 0.0311905 | Time: 3320.92 ms
[2022-04-17 23:41:51 main:574] : INFO : Epoch 1613 | loss: 0.0311801 | val_loss: 0.0311931 | Time: 4453.94 ms
[2022-04-17 23:41:55 main:574] : INFO : Epoch 1614 | loss: 0.0311802 | val_loss: 0.0311912 | Time: 3295.38 ms
[2022-04-17 23:41:59 main:574] : INFO : Epoch 1615 | loss: 0.0311797 | val_loss: 0.0311895 | Time: 4449.78 ms
[2022-04-17 23:42:03 main:574] : INFO : Epoch 1616 | loss: 0.0311784 | val_loss: 0.0311916 | Time: 3424.63 ms
[2022-04-17 23:42:07 main:574] : INFO : Epoch 1617 | loss: 0.0311837 | val_loss: 0.0311964 | Time: 4347.16 ms
[2022-04-17 23:42:10 main:574] : INFO : Epoch 1618 | loss: 0.031185 | val_loss: 0.0311906 | Time: 3320.54 ms
[2022-04-17 23:42:15 main:574] : INFO : Epoch 1619 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 4309.45 ms
[2022-04-17 23:42:18 main:574] : INFO : Epoch 1620 | loss: 0.0311801 | val_loss: 0.0311938 | Time: 3234.8 ms
[2022-04-17 23:42:21 main:574] : INFO : Epoch 1621 | loss: 0.031179 | val_loss: 0.0311899 | Time: 3298.62 ms
[2022-04-17 23:42:25 main:574] : INFO : Epoch 1622 | loss: 0.03118 | val_loss: 0.0311901 | Time: 4380.77 ms
[2022-04-17 23:42:29 main:574] : INFO : Epoch 1623 | loss: 0.0311772 | val_loss: 0.0311881 | Time: 3274.95 ms
[2022-04-17 23:42:33 main:574] : INFO : Epoch 1624 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 4260.39 ms
[2022-04-17 23:42:36 main:574] : INFO : Epoch 1625 | loss: 0.0311769 | val_loss: 0.0311887 | Time: 3338.49 ms
[2022-04-17 23:42:41 main:574] : INFO : Epoch 1626 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 4276.18 ms
[2022-04-17 23:42:44 main:574] : INFO : Epoch 1627 | loss: 0.031176 | val_loss: 0.0311883 | Time: 3545.55 ms
[2022-04-17 23:42:48 main:574] : INFO : Epoch 1628 | loss: 0.0311775 | val_loss: 0.0311891 | Time: 4057.35 ms
[2022-04-17 23:42:52 main:574] : INFO : Epoch 1629 | loss: 0.0311781 | val_loss: 0.0311908 | Time: 3319.93 ms
[2022-04-17 23:42:56 main:574] : INFO : Epoch 1630 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 4314.84 ms
[2022-04-17 23:42:59 main:574] : INFO : Epoch 1631 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 3563.45 ms
[2022-04-17 23:43:04 main:574] : INFO : Epoch 1632 | loss: 0.0311775 | val_loss: 0.0311908 | Time: 4141.4 ms
[2022-04-17 23:43:07 main:574] : INFO : Epoch 1633 | loss: 0.031178 | val_loss: 0.0311907 | Time: 3272.56 ms
[2022-04-17 23:43:11 main:574] : INFO : Epoch 1634 | loss: 0.0311783 | val_loss: 0.0311898 | Time: 3653.76 ms
[2022-04-17 23:43:14 main:574] : INFO : Epoch 1635 | loss: 0.031177 | val_loss: 0.0311912 | Time: 3936.69 ms
[2022-04-17 23:43:18 main:574] : INFO : Epoch 1636 | loss: 0.0311783 | val_loss: 0.0311894 | Time: 3510.84 ms
[2022-04-17 23:43:22 main:574] : INFO : Epoch 1637 | loss: 0.0311787 | val_loss: 0.0311876 | Time: 4108.95 ms
[2022-04-17 23:43:26 main:574] : INFO : Epoch 1638 | loss: 0.0311783 | val_loss: 0.0311898 | Time: 3690.85 ms
[2022-04-17 23:43:30 main:574] : INFO : Epoch 1639 | loss: 0.0311785 | val_loss: 0.0311888 | Time: 3982.2 ms
[2022-04-17 23:43:34 main:574] : INFO : Epoch 1640 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 3754.44 ms
[2022-04-17 23:43:37 main:574] : INFO : Epoch 1641 | loss: 0.0311785 | val_loss: 0.031187 | Time: 3905.73 ms
[2022-04-17 23:43:41 main:574] : INFO : Epoch 1642 | loss: 0.0311763 | val_loss: 0.0311884 | Time: 3682.48 ms
[2022-04-17 23:43:45 main:574] : INFO : Epoch 1643 | loss: 0.0311772 | val_loss: 0.0311869 | Time: 3927.93 ms
[2022-04-17 23:43:49 main:574] : INFO : Epoch 1644 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 3554.91 ms
[2022-04-17 23:43:53 main:574] : INFO : Epoch 1645 | loss: 0.0311758 | val_loss: 0.0311867 | Time: 4065.91 ms
[2022-04-17 23:43:56 main:574] : INFO : Epoch 1646 | loss: 0.0311759 | val_loss: 0.0311881 | Time: 3691.77 ms
[2022-04-17 23:44:00 main:574] : INFO : Epoch 1647 | loss: 0.0311773 | val_loss: 0.0311909 | Time: 3982.7 ms
[2022-04-17 23:44:04 main:574] : INFO : Epoch 1648 | loss: 0.0311779 | val_loss: 0.0311879 | Time: 3196.36 ms
[2022-04-17 23:44:08 main:574] : INFO : Epoch 1649 | loss: 0.0311758 | val_loss: 0.0311877 | Time: 3928.04 ms
[2022-04-17 23:44:11 main:574] : INFO : Epoch 1650 | loss: 0.0311762 | val_loss: 0.0311879 | Time: 3669.8 ms
[2022-04-17 23:44:15 main:574] : INFO : Epoch 1651 | loss: 0.0311799 | val_loss: 0.0311934 | Time: 3991.31 ms
[2022-04-17 23:44:19 main:574] : INFO : Epoch 1652 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 3601.24 ms
[2022-04-17 23:44:23 main:574] : INFO : Epoch 1653 | loss: 0.0311805 | val_loss: 0.031193 | Time: 4063.58 ms
[2022-04-17 23:44:27 main:574] : INFO : Epoch 1654 | loss: 0.0311779 | val_loss: 0.0311891 | Time: 3659.27 ms
[2022-04-17 23:44:40 main:574] : INFO : Epoch 1655 | loss: 0.0311762 | val_loss: 0.03119 | Time: 13726.1 ms
[2022-04-17 23:44:44 main:574] : INFO : Epoch 1656 | loss: 0.0311762 | val_loss: 0.0311894 | Time: 3289.88 ms
[2022-04-17 23:44:48 main:574] : INFO : Epoch 1657 | loss: 0.0311761 | val_loss: 0.0311934 | Time: 4353.39 ms
[2022-04-17 23:44:51 main:574] : INFO : Epoch 1658 | loss: 0.0311773 | val_loss: 0.0311893 | Time: 3364.11 ms
[2022-04-17 23:44:56 main:574] : INFO : Epoch 1659 | loss: 0.0311772 | val_loss: 0.0311897 | Time: 4261.64 ms
[2022-04-17 23:44:59 main:574] : INFO : Epoch 1660 | loss: 0.0311749 | val_loss: 0.0311891 | Time: 3190.28 ms
[2022-04-17 23:45:02 main:574] : INFO : Epoch 1661 | loss: 0.0311754 | val_loss: 0.0311888 | Time: 3514.69 ms
[2022-04-17 23:45:06 main:574] : INFO : Epoch 1662 | loss: 0.0311758 | val_loss: 0.031189 | Time: 4162.04 ms
[2022-04-17 23:45:10 main:574] : INFO : Epoch 1663 | loss: 0.0311751 | val_loss: 0.03119 | Time: 3318.3 ms
[2022-04-17 23:45:14 main:574] : INFO : Epoch 1664 | loss: 0.0311764 | val_loss: 0.0311894 | Time: 4277.33 ms
[2022-04-17 23:45:17 main:574] : INFO : Epoch 1665 | loss: 0.0311756 | val_loss: 0.0311879 | Time: 3282.8 ms
[2022-04-17 23:45:22 main:574] : INFO : Epoch 1666 | loss: 0.0311749 | val_loss: 0.0311896 | Time: 4300.04 ms
[2022-04-17 23:45:25 main:574] : INFO : Epoch 1667 | loss: 0.0311746 | val_loss: 0.0311876 | Time: 3280.12 ms
[2022-04-17 23:45:29 main:574] : INFO : Epoch 1668 | loss: 0.0311752 | val_loss: 0.0311905 | Time: 4287.01 ms
[2022-04-17 23:45:32 main:574] : INFO : Epoch 1669 | loss: 0.0311752 | val_loss: 0.031188 | Time: 3274.11 ms
[2022-04-17 23:45:37 main:574] : INFO : Epoch 1670 | loss: 0.0311758 | val_loss: 0.0311896 | Time: 4307.61 ms
[2022-04-17 23:45:40 main:574] : INFO : Epoch 1671 | loss: 0.0311749 | val_loss: 0.0311928 | Time: 3273.25 ms
[2022-04-17 23:45:44 main:574] : INFO : Epoch 1672 | loss: 0.031176 | val_loss: 0.0311903 | Time: 4248.7 ms
[2022-04-17 23:45:48 main:574] : INFO : Epoch 1673 | loss: 0.0311805 | val_loss: 0.0311926 | Time: 3283.33 ms
[2022-04-17 23:45:52 main:574] : INFO : Epoch 1674 | loss: 0.0311758 | val_loss: 0.03119 | Time: 4350.94 ms
[2022-04-17 23:45:55 main:574] : INFO : Epoch 1675 | loss: 0.0311765 | val_loss: 0.031189 | Time: 3136.93 ms
[2022-04-17 23:45:58 main:574] : INFO : Epoch 1676 | loss: 0.0311752 | val_loss: 0.0311886 | Time: 3285.38 ms
[2022-04-17 23:46:03 main:574] : INFO : Epoch 1677 | loss: 0.0311746 | val_loss: 0.0311889 | Time: 4264.63 ms
[2022-04-17 23:46:06 main:574] : INFO : Epoch 1678 | loss: 0.0311751 | val_loss: 0.0311875 | Time: 3180.17 ms
[2022-04-17 23:46:09 main:574] : INFO : Epoch 1679 | loss: 0.0311757 | val_loss: 0.0311885 | Time: 3183.01 ms
[2022-04-17 23:46:12 main:574] : INFO : Epoch 1680 | loss: 0.0311755 | val_loss: 0.0311907 | Time: 3192.88 ms
[2022-04-17 23:46:16 main:574] : INFO : Epoch 1681 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 3721.46 ms
[2022-04-17 23:46:20 main:574] : INFO : Epoch 1682 | loss: 0.031178 | val_loss: 0.0311877 | Time: 3691.79 ms
[2022-04-17 23:46:23 main:574] : INFO : Epoch 1683 | loss: 0.0311766 | val_loss: 0.0311899 | Time: 3616.47 ms
[2022-04-17 23:46:27 main:574] : INFO : Epoch 1684 | loss: 0.0311774 | val_loss: 0.031187 | Time: 3889.41 ms
[2022-04-17 23:46:31 main:574] : INFO : Epoch 1685 | loss: 0.031177 | val_loss: 0.0311898 | Time: 3417.17 ms
[2022-04-17 23:46:35 main:574] : INFO : Epoch 1686 | loss: 0.031177 | val_loss: 0.0311872 | Time: 3999.72 ms
[2022-04-17 23:46:38 main:574] : INFO : Epoch 1687 | loss: 0.0311764 | val_loss: 0.0311884 | Time: 3432.22 ms
[2022-04-17 23:46:42 main:574] : INFO : Epoch 1688 | loss: 0.0311746 | val_loss: 0.031188 | Time: 3927.99 ms
[2022-04-17 23:46:45 main:574] : INFO : Epoch 1689 | loss: 0.0311754 | val_loss: 0.031192 | Time: 3268.79 ms
[2022-04-17 23:46:49 main:574] : INFO : Epoch 1690 | loss: 0.0311766 | val_loss: 0.0311882 | Time: 4101.1 ms
[2022-04-17 23:46:53 main:574] : INFO : Epoch 1691 | loss: 0.0311752 | val_loss: 0.0311876 | Time: 3249.64 ms
[2022-04-17 23:46:57 main:574] : INFO : Epoch 1692 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 4126.41 ms
[2022-04-17 23:47:00 main:574] : INFO : Epoch 1693 | loss: 0.031177 | val_loss: 0.0311882 | Time: 3289.29 ms
[2022-04-17 23:47:03 main:574] : INFO : Epoch 1694 | loss: 0.0311771 | val_loss: 0.0311862 | Time: 3350.19 ms
[2022-04-17 23:47:07 main:574] : INFO : Epoch 1695 | loss: 0.0311748 | val_loss: 0.031186 | Time: 4108.95 ms
[2022-04-17 23:47:11 main:574] : INFO : Epoch 1696 | loss: 0.0311771 | val_loss: 0.031187 | Time: 3298.29 ms
[2022-04-17 23:47:15 main:574] : INFO : Epoch 1697 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 4107.52 ms
[2022-04-17 23:47:18 main:574] : INFO : Epoch 1698 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 3400.65 ms
[2022-04-17 23:47:22 main:574] : INFO : Epoch 1699 | loss: 0.0311755 | val_loss: 0.0311887 | Time: 4119.02 ms
[2022-04-17 23:47:26 main:574] : INFO : Epoch 1700 | loss: 0.0311758 | val_loss: 0.0311869 | Time: 3365.91 ms
[2022-04-17 23:47:30 main:574] : INFO : Epoch 1701 | loss: 0.0311755 | val_loss: 0.031187 | Time: 4148.75 ms
[2022-04-17 23:47:33 main:574] : INFO : Epoch 1702 | loss: 0.0311761 | val_loss: 0.0311922 | Time: 3330.41 ms
[2022-04-17 23:47:37 main:574] : INFO : Epoch 1703 | loss: 0.0311766 | val_loss: 0.031187 | Time: 4082.08 ms
[2022-04-17 23:47:41 main:574] : INFO : Epoch 1704 | loss: 0.031175 | val_loss: 0.0311866 | Time: 3419.79 ms
[2022-04-17 23:47:45 main:574] : INFO : Epoch 1705 | loss: 0.0311753 | val_loss: 0.0311861 | Time: 4108.42 ms
[2022-04-17 23:47:48 main:574] : INFO : Epoch 1706 | loss: 0.0311749 | val_loss: 0.0311875 | Time: 3449.34 ms
[2022-04-17 23:47:52 main:574] : INFO : Epoch 1707 | loss: 0.0311756 | val_loss: 0.0311874 | Time: 4053.84 ms
[2022-04-17 23:47:56 main:574] : INFO : Epoch 1708 | loss: 0.031174 | val_loss: 0.0311879 | Time: 3473.52 ms
[2022-04-17 23:48:00 main:574] : INFO : Epoch 1709 | loss: 0.0311777 | val_loss: 0.0311878 | Time: 3981.16 ms
[2022-04-17 23:48:04 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311866 | Time: 3658.01 ms
[2022-04-17 23:48:07 main:574] : INFO : Epoch 1711 | loss: 0.0311878 | val_loss: 0.0312075 | Time: 3779.31 ms
[2022-04-17 23:48:11 main:574] : INFO : Epoch 1712 | loss: 0.0311896 | val_loss: 0.0311911 | Time: 3738.15 ms
[2022-04-17 23:48:14 main:574] : INFO : Epoch 1713 | loss: 0.0311773 | val_loss: 0.0311881 | Time: 3244.06 ms
[2022-04-17 23:48:18 main:574] : INFO : Epoch 1714 | loss: 0.0311751 | val_loss: 0.0311878 | Time: 3620.62 ms
[2022-04-17 23:48:22 main:574] : INFO : Epoch 1715 | loss: 0.0311763 | val_loss: 0.0311945 | Time: 3858.33 ms
[2022-04-17 23:48:25 main:574] : INFO : Epoch 1716 | loss: 0.0311761 | val_loss: 0.0311871 | Time: 3715.29 ms
[2022-04-17 23:48:29 main:574] : INFO : Epoch 1717 | loss: 0.031174 | val_loss: 0.031191 | Time: 3764.94 ms
[2022-04-17 23:48:33 main:574] : INFO : Epoch 1718 | loss: 0.0311749 | val_loss: 0.0311863 | Time: 3627.31 ms
[2022-04-17 23:48:37 main:574] : INFO : Epoch 1719 | loss: 0.031173 | val_loss: 0.0311876 | Time: 3898.07 ms
[2022-04-17 23:48:40 main:574] : INFO : Epoch 1720 | loss: 0.0311732 | val_loss: 0.0311874 | Time: 3650.99 ms
[2022-04-17 23:48:44 main:574] : INFO : Epoch 1721 | loss: 0.0311736 | val_loss: 0.0311899 | Time: 3919.28 ms
[2022-04-17 23:48:48 main:574] : INFO : Epoch 1722 | loss: 0.0311748 | val_loss: 0.031186 | Time: 3483.52 ms
[2022-04-17 23:48:52 main:574] : INFO : Epoch 1723 | loss: 0.0311733 | val_loss: 0.0311864 | Time: 4015.55 ms
[2022-04-17 23:48:55 main:574] : INFO : Epoch 1724 | loss: 0.0311735 | val_loss: 0.0311876 | Time: 3338.82 ms
[2022-04-17 23:48:59 main:574] : INFO : Epoch 1725 | loss: 0.0311757 | val_loss: 0.0311922 | Time: 4162.07 ms
[2022-04-17 23:49:03 main:574] : INFO : Epoch 1726 | loss: 0.0311758 | val_loss: 0.0311874 | Time: 3429.5 ms
[2022-04-17 23:49:07 main:574] : INFO : Epoch 1727 | loss: 0.0311731 | val_loss: 0.031188 | Time: 4109.32 ms
[2022-04-17 23:49:10 main:574] : INFO : Epoch 1728 | loss: 0.0311729 | val_loss: 0.0311877 | Time: 3385.08 ms
[2022-04-17 23:49:14 main:574] : INFO : Epoch 1729 | loss: 0.0311739 | val_loss: 0.0311867 | Time: 4136.23 ms
[2022-04-17 23:49:18 main:574] : INFO : Epoch 1730 | loss: 0.0311737 | val_loss: 0.0311913 | Time: 3324.59 ms
[2022-04-17 23:49:21 main:574] : INFO : Epoch 1731 | loss: 0.0311744 | val_loss: 0.0311906 | Time: 3386.15 ms
[2022-04-17 23:49:25 main:574] : INFO : Epoch 1732 | loss: 0.0311767 | val_loss: 0.0311895 | Time: 4187.64 ms
[2022-04-17 23:49:29 main:574] : INFO : Epoch 1733 | loss: 0.0311721 | val_loss: 0.0311869 | Time: 3368.65 ms
[2022-04-17 23:49:33 main:574] : INFO : Epoch 1734 | loss: 0.0311721 | val_loss: 0.0311878 | Time: 4132.31 ms
[2022-04-17 23:49:36 main:574] : INFO : Epoch 1735 | loss: 0.0311722 | val_loss: 0.0311892 | Time: 3363.82 ms
[2022-04-17 23:49:40 main:574] : INFO : Epoch 1736 | loss: 0.0311737 | val_loss: 0.0311898 | Time: 4120.18 ms
[2022-04-17 23:49:44 main:574] : INFO : Epoch 1737 | loss: 0.0311722 | val_loss: 0.031189 | Time: 3401.25 ms
[2022-04-17 23:49:48 main:574] : INFO : Epoch 1738 | loss: 0.0311725 | val_loss: 0.0311861 | Time: 4138 ms
[2022-04-17 23:49:51 main:574] : INFO : Epoch 1739 | loss: 0.031171 | val_loss: 0.0311865 | Time: 3308.46 ms
[2022-04-17 23:49:55 main:574] : INFO : Epoch 1740 | loss: 0.0311707 | val_loss: 0.0311873 | Time: 4146.46 ms
[2022-04-17 23:49:59 main:574] : INFO : Epoch 1741 | loss: 0.0311712 | val_loss: 0.0311912 | Time: 3398.79 ms
[2022-04-17 23:50:03 main:574] : INFO : Epoch 1742 | loss: 0.0311745 | val_loss: 0.0311881 | Time: 4195.91 ms
[2022-04-17 23:50:06 main:574] : INFO : Epoch 1743 | loss: 0.0311725 | val_loss: 0.0311904 | Time: 3459.94 ms
[2022-04-17 23:50:10 main:574] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0311877 | Time: 4018.41 ms
[2022-04-17 23:50:14 main:574] : INFO : Epoch 1745 | loss: 0.031171 | val_loss: 0.0311873 | Time: 3409.31 ms
[2022-04-17 23:50:18 main:574] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311862 | Time: 4052.26 ms
[2022-04-17 23:50:21 main:574] : INFO : Epoch 1747 | loss: 0.0311708 | val_loss: 0.0311897 | Time: 3432.04 ms
[2022-04-17 23:50:25 main:574] : INFO : Epoch 1748 | loss: 0.0311735 | val_loss: 0.0311862 | Time: 3293.57 ms
[2022-04-17 23:50:29 main:574] : INFO : Epoch 1749 | loss: 0.0311747 | val_loss: 0.0311881 | Time: 4030.57 ms
[2022-04-17 23:50:32 main:574] : INFO : Epoch 1750 | loss: 0.0311747 | val_loss: 0.0311874 | Time: 3453.54 ms
[2022-04-17 23:50:36 main:574] : INFO : Epoch 1751 | loss: 0.0311746 | val_loss: 0.0311874 | Time: 4039.87 ms
[2022-04-17 23:50:40 main:574] : INFO : Epoch 1752 | loss: 0.0311753 | val_loss: 0.0311859 | Time: 3434.83 ms
[2022-04-17 23:50:44 main:574] : INFO : Epoch 1753 | loss: 0.0311749 | val_loss: 0.0311876 | Time: 3905.66 ms
[2022-04-17 23:50:47 main:574] : INFO : Epoch 1754 | loss: 0.0311744 | val_loss: 0.0311857 | Time: 3530.93 ms
[2022-04-17 23:50:51 main:574] : INFO : Epoch 1755 | loss: 0.0311733 | val_loss: 0.0311868 | Time: 3981.74 ms
[2022-04-17 23:50:55 main:574] : INFO : Epoch 1756 | loss: 0.0311759 | val_loss: 0.0311868 | Time: 3583.99 ms
[2022-04-17 23:50:59 main:574] : INFO : Epoch 1757 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 4023.87 ms
[2022-04-17 23:51:02 main:574] : INFO : Epoch 1758 | loss: 0.031174 | val_loss: 0.0311849 | Time: 3571.21 ms
[2022-04-17 23:51:06 main:574] : INFO : Epoch 1759 | loss: 0.0311732 | val_loss: 0.0311851 | Time: 3835.77 ms
[2022-04-17 23:51:10 main:574] : INFO : Epoch 1760 | loss: 0.031172 | val_loss: 0.0311883 | Time: 3648.54 ms
[2022-04-17 23:51:14 main:574] : INFO : Epoch 1761 | loss: 0.0311731 | val_loss: 0.0311881 | Time: 3779.74 ms
[2022-04-17 23:51:17 main:574] : INFO : Epoch 1762 | loss: 0.0311737 | val_loss: 0.0311873 | Time: 3729.41 ms
[2022-04-17 23:51:21 main:574] : INFO : Epoch 1763 | loss: 0.0311728 | val_loss: 0.0311916 | Time: 3624.4 ms
[2022-04-17 23:51:25 main:574] : INFO : Epoch 1764 | loss: 0.0311755 | val_loss: 0.0311875 | Time: 3838.35 ms
[2022-04-17 23:51:28 main:574] : INFO : Epoch 1765 | loss: 0.0311721 | val_loss: 0.0311903 | Time: 3284.96 ms
[2022-04-17 23:51:32 main:574] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311936 | Time: 3731.86 ms
[2022-04-17 23:51:36 main:574] : INFO : Epoch 1767 | loss: 0.0311816 | val_loss: 0.0311931 | Time: 3867.76 ms
[2022-04-17 23:51:39 main:574] : INFO : Epoch 1768 | loss: 0.0311781 | val_loss: 0.0311866 | Time: 3612.4 ms
[2022-04-17 23:51:43 main:574] : INFO : Epoch 1769 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 3866.92 ms
[2022-04-17 23:51:47 main:574] : INFO : Epoch 1770 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 3628.78 ms
[2022-04-17 23:51:51 main:574] : INFO : Epoch 1771 | loss: 0.031176 | val_loss: 0.0311865 | Time: 3914.64 ms
[2022-04-17 23:51:54 main:574] : INFO : Epoch 1772 | loss: 0.0311766 | val_loss: 0.0311878 | Time: 3562.6 ms
[2022-04-17 23:51:58 main:574] : INFO : Epoch 1773 | loss: 0.0311799 | val_loss: 0.0311952 | Time: 3920.74 ms
[2022-04-17 23:52:02 main:574] : INFO : Epoch 1774 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 3454.32 ms
[2022-04-17 23:52:06 main:574] : INFO : Epoch 1775 | loss: 0.0311759 | val_loss: 0.0311883 | Time: 4132.39 ms
[2022-04-17 23:52:09 main:574] : INFO : Epoch 1776 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 3305.02 ms
[2022-04-17 23:52:13 main:574] : INFO : Epoch 1777 | loss: 0.0311765 | val_loss: 0.0311853 | Time: 4121.7 ms
[2022-04-17 23:52:16 main:574] : INFO : Epoch 1778 | loss: 0.0311759 | val_loss: 0.0311898 | Time: 3280.97 ms
[2022-04-17 23:52:21 main:574] : INFO : Epoch 1779 | loss: 0.031176 | val_loss: 0.0311868 | Time: 4093.65 ms
[2022-04-17 23:52:24 main:574] : INFO : Epoch 1780 | loss: 0.0311745 | val_loss: 0.0311865 | Time: 3324.23 ms
[2022-04-17 23:52:27 main:574] : INFO : Epoch 1781 | loss: 0.0311751 | val_loss: 0.031186 | Time: 3355.06 ms
[2022-04-17 23:52:31 main:574] : INFO : Epoch 1782 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 4150.86 ms
[2022-04-17 23:52:35 main:574] : INFO : Epoch 1783 | loss: 0.0311749 | val_loss: 0.0311838 | Time: 3379.99 ms
[2022-04-17 23:52:39 main:574] : INFO : Epoch 1784 | loss: 0.0311731 | val_loss: 0.0311864 | Time: 4067.66 ms
[2022-04-17 23:52:42 main:574] : INFO : Epoch 1785 | loss: 0.0311733 | val_loss: 0.0311848 | Time: 3524.52 ms
[2022-04-17 23:52:46 main:574] : INFO : Epoch 1786 | loss: 0.0311736 | val_loss: 0.0311852 | Time: 4017.04 ms
[2022-04-17 23:52:50 main:574] : INFO : Epoch 1787 | loss: 0.0311729 | val_loss: 0.0311834 | Time: 3422.29 ms
[2022-04-17 23:52:54 main:574] : INFO : Epoch 1788 | loss: 0.0311728 | val_loss: 0.0311832 | Time: 3852.57 ms
[2022-04-17 23:52:57 main:574] : INFO : Epoch 1789 | loss: 0.0311735 | val_loss: 0.0311865 | Time: 3517.96 ms
[2022-04-17 23:53:01 main:574] : INFO : Epoch 1790 | loss: 0.0311735 | val_loss: 0.0311849 | Time: 4016.36 ms
[2022-04-17 23:53:05 main:574] : INFO : Epoch 1791 | loss: 0.0311731 | val_loss: 0.031185 | Time: 3606.15 ms
[2022-04-17 23:53:09 main:574] : INFO : Epoch 1792 | loss: 0.0311726 | val_loss: 0.0311864 | Time: 3825.57 ms
[2022-04-17 23:53:12 main:574] : INFO : Epoch 1793 | loss: 0.0311719 | val_loss: 0.0311848 | Time: 3664.05 ms
[2022-04-17 23:53:16 main:574] : INFO : Epoch 1794 | loss: 0.0311723 | val_loss: 0.031188 | Time: 3839.17 ms
[2022-04-17 23:53:20 main:574] : INFO : Epoch 1795 | loss: 0.0311724 | val_loss: 0.0311889 | Time: 3694.52 ms
[2022-04-17 23:53:24 main:574] : INFO : Epoch 1796 | loss: 0.0311763 | val_loss: 0.0311916 | Time: 3882.05 ms
[2022-04-17 23:53:27 main:574] : INFO : Epoch 1797 | loss: 0.0311746 | val_loss: 0.0311845 | Time: 3665.69 ms
[2022-04-17 23:53:31 main:574] : INFO : Epoch 1798 | loss: 0.0311761 | val_loss: 0.0311907 | Time: 3308.08 ms
[2022-04-17 23:53:35 main:574] : INFO : Epoch 1799 | loss: 0.0311744 | val_loss: 0.0311868 | Time: 3827.83 ms
[2022-04-17 23:53:38 main:574] : INFO : Epoch 1800 | loss: 0.0311844 | val_loss: 0.0311949 | Time: 3639.78 ms
[2022-04-17 23:53:42 main:574] : INFO : Epoch 1801 | loss: 0.0311903 | val_loss: 0.0311911 | Time: 3941.67 ms
[2022-04-17 23:53:46 main:574] : INFO : Epoch 1802 | loss: 0.0311878 | val_loss: 0.0311896 | Time: 3500.05 ms
[2022-04-17 23:53:49 main:574] : INFO : Epoch 1803 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 3743.66 ms
[2022-04-17 23:53:53 main:574] : INFO : Epoch 1804 | loss: 0.0311827 | val_loss: 0.031188 | Time: 3608.66 ms
[2022-04-17 23:53:57 main:574] : INFO : Epoch 1805 | loss: 0.0311828 | val_loss: 0.0311887 | Time: 3695.95 ms
[2022-04-17 23:54:01 main:574] : INFO : Epoch 1806 | loss: 0.0311815 | val_loss: 0.031189 | Time: 3909.02 ms
[2022-04-17 23:54:04 main:574] : INFO : Epoch 1807 | loss: 0.0311821 | val_loss: 0.0311892 | Time: 3487.5 ms
[2022-04-17 23:54:08 main:574] : INFO : Epoch 1808 | loss: 0.0311806 | val_loss: 0.0311943 | Time: 4083.89 ms
[2022-04-17 23:54:12 main:574] : INFO : Epoch 1809 | loss: 0.0311829 | val_loss: 0.0311912 | Time: 3405.96 ms
[2022-04-17 23:54:16 main:574] : INFO : Epoch 1810 | loss: 0.0311823 | val_loss: 0.0311898 | Time: 4169.01 ms
[2022-04-17 23:54:19 main:574] : INFO : Epoch 1811 | loss: 0.0311814 | val_loss: 0.0312027 | Time: 3372.59 ms
[2022-04-17 23:54:23 main:574] : INFO : Epoch 1812 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 4174.03 ms
[2022-04-17 23:54:27 main:574] : INFO : Epoch 1813 | loss: 0.0311835 | val_loss: 0.0312076 | Time: 3293.96 ms
[2022-04-17 23:54:31 main:574] : INFO : Epoch 1814 | loss: 0.0311849 | val_loss: 0.0311877 | Time: 4163.47 ms
[2022-04-17 23:54:34 main:574] : INFO : Epoch 1815 | loss: 0.0311795 | val_loss: 0.0311887 | Time: 3311.77 ms
[2022-04-17 23:54:37 main:574] : INFO : Epoch 1816 | loss: 0.0311792 | val_loss: 0.0311877 | Time: 3281.35 ms
[2022-04-17 23:54:42 main:574] : INFO : Epoch 1817 | loss: 0.031181 | val_loss: 0.0311913 | Time: 4103.43 ms
[2022-04-17 23:54:45 main:574] : INFO : Epoch 1818 | loss: 0.0311795 | val_loss: 0.0311888 | Time: 3285.07 ms
[2022-04-17 23:54:49 main:574] : INFO : Epoch 1819 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 4024.84 ms
[2022-04-17 23:54:52 main:574] : INFO : Epoch 1820 | loss: 0.0311794 | val_loss: 0.0311913 | Time: 3346.3 ms
[2022-04-17 23:54:56 main:574] : INFO : Epoch 1821 | loss: 0.0311808 | val_loss: 0.0311867 | Time: 4051.15 ms
[2022-04-17 23:55:00 main:574] : INFO : Epoch 1822 | loss: 0.0311791 | val_loss: 0.0311898 | Time: 3545.33 ms
[2022-04-17 23:55:13 main:574] : INFO : Epoch 1823 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 13482.2 ms
[2022-04-17 23:55:17 main:574] : INFO : Epoch 1824 | loss: 0.0311781 | val_loss: 0.0311861 | Time: 3797.29 ms
[2022-04-17 23:55:21 main:574] : INFO : Epoch 1825 | loss: 0.0311779 | val_loss: 0.0311876 | Time: 3666.1 ms
[2022-04-17 23:55:25 main:574] : INFO : Epoch 1826 | loss: 0.0311792 | val_loss: 0.0311904 | Time: 3760.37 ms
[2022-04-17 23:55:28 main:574] : INFO : Epoch 1827 | loss: 0.0311807 | val_loss: 0.0311924 | Time: 3716.42 ms
[2022-04-17 23:55:32 main:574] : INFO : Epoch 1828 | loss: 0.0311836 | val_loss: 0.0311882 | Time: 3587.44 ms
[2022-04-17 23:55:36 main:574] : INFO : Epoch 1829 | loss: 0.0311811 | val_loss: 0.0311875 | Time: 3770.09 ms
[2022-04-17 23:55:39 main:574] : INFO : Epoch 1830 | loss: 0.0311789 | val_loss: 0.0311894 | Time: 3312.34 ms
[2022-04-17 23:55:43 main:574] : INFO : Epoch 1831 | loss: 0.0311797 | val_loss: 0.0311868 | Time: 4005.31 ms
[2022-04-17 23:55:47 main:574] : INFO : Epoch 1832 | loss: 0.0311805 | val_loss: 0.0311867 | Time: 4015.87 ms
[2022-04-17 23:55:51 main:574] : INFO : Epoch 1833 | loss: 0.0311787 | val_loss: 0.0311862 | Time: 3785.08 ms
[2022-04-17 23:55:55 main:574] : INFO : Epoch 1834 | loss: 0.0311784 | val_loss: 0.0311863 | Time: 4106.75 ms
[2022-04-17 23:55:58 main:574] : INFO : Epoch 1835 | loss: 0.0311789 | val_loss: 0.0311887 | Time: 3609.38 ms
[2022-04-17 23:56:03 main:574] : INFO : Epoch 1836 | loss: 0.0311803 | val_loss: 0.0311877 | Time: 4020.67 ms
[2022-04-17 23:56:06 main:574] : INFO : Epoch 1837 | loss: 0.031181 | val_loss: 0.0311875 | Time: 3473.07 ms
[2022-04-17 23:56:10 main:574] : INFO : Epoch 1838 | loss: 0.0311794 | val_loss: 0.0311858 | Time: 4009.94 ms
[2022-04-17 23:56:13 main:574] : INFO : Epoch 1839 | loss: 0.0311793 | val_loss: 0.0311966 | Time: 3390.21 ms
[2022-04-17 23:56:17 main:574] : INFO : Epoch 1840 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 4094.61 ms
[2022-04-17 23:56:21 main:574] : INFO : Epoch 1841 | loss: 0.0311767 | val_loss: 0.0311858 | Time: 3373.86 ms
[2022-04-17 23:56:25 main:574] : INFO : Epoch 1842 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 4167.76 ms
[2022-04-17 23:56:28 main:574] : INFO : Epoch 1843 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 3383.99 ms
[2022-04-17 23:56:33 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311896 | Time: 4147.41 ms
[2022-04-17 23:56:36 main:574] : INFO : Epoch 1845 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 3265.06 ms
[2022-04-17 23:56:40 main:574] : INFO : Epoch 1846 | loss: 0.0311779 | val_loss: 0.0311854 | Time: 4334 ms
[2022-04-17 23:56:43 main:574] : INFO : Epoch 1847 | loss: 0.0311773 | val_loss: 0.0311919 | Time: 3218.04 ms
[2022-04-17 23:56:47 main:574] : INFO : Epoch 1848 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 3347.8 ms
[2022-04-17 23:56:51 main:574] : INFO : Epoch 1849 | loss: 0.0311763 | val_loss: 0.0311861 | Time: 4108.12 ms
[2022-04-17 23:56:54 main:574] : INFO : Epoch 1850 | loss: 0.0311758 | val_loss: 0.0311856 | Time: 3432.14 ms
[2022-04-17 23:56:58 main:574] : INFO : Epoch 1851 | loss: 0.0311831 | val_loss: 0.0311985 | Time: 4134.38 ms
[2022-04-17 23:57:02 main:574] : INFO : Epoch 1852 | loss: 0.0311801 | val_loss: 0.03119 | Time: 3437.48 ms
[2022-04-17 23:57:06 main:574] : INFO : Epoch 1853 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 4064.4 ms
[2022-04-17 23:57:09 main:574] : INFO : Epoch 1854 | loss: 0.0311789 | val_loss: 0.031188 | Time: 3372.68 ms
[2022-04-17 23:57:13 main:574] : INFO : Epoch 1855 | loss: 0.0311758 | val_loss: 0.0311886 | Time: 4138.04 ms
[2022-04-17 23:57:17 main:574] : INFO : Epoch 1856 | loss: 0.0311764 | val_loss: 0.0311939 | Time: 3359.5 ms
[2022-04-17 23:57:21 main:574] : INFO : Epoch 1857 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 4134.56 ms
[2022-04-17 23:57:24 main:574] : INFO : Epoch 1858 | loss: 0.0311755 | val_loss: 0.0311891 | Time: 3331.76 ms
[2022-04-17 23:57:28 main:574] : INFO : Epoch 1859 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 4079.72 ms
[2022-04-17 23:57:32 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311867 | Time: 3272.74 ms
[2022-04-17 23:57:36 main:574] : INFO : Epoch 1861 | loss: 0.0311756 | val_loss: 0.0311875 | Time: 4073.49 ms
[2022-04-17 23:57:39 main:574] : INFO : Epoch 1862 | loss: 0.0311767 | val_loss: 0.0311948 | Time: 3390.4 ms
[2022-04-17 23:57:43 main:574] : INFO : Epoch 1863 | loss: 0.0311759 | val_loss: 0.0311893 | Time: 4130.37 ms
[2022-04-17 23:57:46 main:574] : INFO : Epoch 1864 | loss: 0.0311752 | val_loss: 0.0311909 | Time: 3210.78 ms
[2022-04-17 23:57:50 main:574] : INFO : Epoch 1865 | loss: 0.0311749 | val_loss: 0.0311867 | Time: 3300.21 ms
[2022-04-17 23:57:54 main:574] : INFO : Epoch 1866 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 4162.39 ms
[2022-04-17 23:57:57 main:574] : INFO : Epoch 1867 | loss: 0.031174 | val_loss: 0.0311888 | Time: 3326.14 ms
[2022-04-17 23:58:02 main:574] : INFO : Epoch 1868 | loss: 0.0311758 | val_loss: 0.0311892 | Time: 4374.71 ms
[2022-04-17 23:58:05 main:574] : INFO : Epoch 1869 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 3369.53 ms
[2022-04-17 23:58:09 main:574] : INFO : Epoch 1870 | loss: 0.031175 | val_loss: 0.0311861 | Time: 4082.44 ms
[2022-04-17 23:58:12 main:574] : INFO : Epoch 1871 | loss: 0.0311748 | val_loss: 0.0311917 | Time: 3355.58 ms
[2022-04-17 23:58:17 main:574] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.0311933 | Time: 4096.74 ms
[2022-04-17 23:58:20 main:574] : INFO : Epoch 1873 | loss: 0.0311775 | val_loss: 0.031189 | Time: 3485.63 ms
[2022-04-17 23:58:24 main:574] : INFO : Epoch 1874 | loss: 0.0311772 | val_loss: 0.0311895 | Time: 4197.75 ms
[2022-04-17 23:58:28 main:574] : INFO : Epoch 1875 | loss: 0.0311817 | val_loss: 0.0311982 | Time: 3390.5 ms
[2022-04-17 23:58:32 main:574] : INFO : Epoch 1876 | loss: 0.0311781 | val_loss: 0.0311886 | Time: 3935.16 ms
[2022-04-17 23:58:35 main:574] : INFO : Epoch 1877 | loss: 0.0311769 | val_loss: 0.0311876 | Time: 3499.76 ms
[2022-04-17 23:58:38 main:574] : INFO : Epoch 1878 | loss: 0.0311776 | val_loss: 0.0311882 | Time: 3307.29 ms
[2022-04-17 23:58:42 main:574] : INFO : Epoch 1879 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 4067.68 ms
[2022-04-17 23:58:46 main:574] : INFO : Epoch 1880 | loss: 0.0311763 | val_loss: 0.0311869 | Time: 3296.72 ms
[2022-04-17 23:58:50 main:574] : INFO : Epoch 1881 | loss: 0.0311773 | val_loss: 0.0311854 | Time: 3855.29 ms
[2022-04-17 23:58:53 main:574] : INFO : Epoch 1882 | loss: 0.0311768 | val_loss: 0.0311889 | Time: 3579.18 ms
[2022-04-17 23:58:57 main:574] : INFO : Epoch 1883 | loss: 0.0311764 | val_loss: 0.0311851 | Time: 3952.52 ms
[2022-04-17 23:59:01 main:574] : INFO : Epoch 1884 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 3491.38 ms
[2022-04-17 23:59:05 main:574] : INFO : Epoch 1885 | loss: 0.0311762 | val_loss: 0.0311868 | Time: 3901.9 ms
[2022-04-17 23:59:08 main:574] : INFO : Epoch 1886 | loss: 0.0311773 | val_loss: 0.0311915 | Time: 3531.11 ms
[2022-04-17 23:59:12 main:574] : INFO : Epoch 1887 | loss: 0.0311784 | val_loss: 0.031186 | Time: 3764.49 ms
[2022-04-17 23:59:15 main:574] : INFO : Epoch 1888 | loss: 0.0311786 | val_loss: 0.0311905 | Time: 3613.67 ms
[2022-04-17 23:59:19 main:574] : INFO : Epoch 1889 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 3649.22 ms
[2022-04-17 23:59:23 main:574] : INFO : Epoch 1890 | loss: 0.0311757 | val_loss: 0.0311871 | Time: 3883.83 ms
[2022-04-17 23:59:27 main:574] : INFO : Epoch 1891 | loss: 0.0311747 | val_loss: 0.0311873 | Time: 3567.37 ms
[2022-04-17 23:59:30 main:574] : INFO : Epoch 1892 | loss: 0.0311802 | val_loss: 0.0311913 | Time: 3846.42 ms
[2022-04-17 23:59:34 main:574] : INFO : Epoch 1893 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 3555.86 ms
[2022-04-17 23:59:38 main:574] : INFO : Epoch 1894 | loss: 0.0311776 | val_loss: 0.0311867 | Time: 3872.92 ms
[2022-04-17 23:59:41 main:574] : INFO : Epoch 1895 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 3257.62 ms
[2022-04-17 23:59:45 main:574] : INFO : Epoch 1896 | loss: 0.0311782 | val_loss: 0.0311862 | Time: 3670.03 ms
[2022-04-17 23:59:49 main:574] : INFO : Epoch 1897 | loss: 0.0311766 | val_loss: 0.0311842 | Time: 3800.07 ms
[2022-04-17 23:59:52 main:574] : INFO : Epoch 1898 | loss: 0.0311767 | val_loss: 0.0311862 | Time: 3657.73 ms
[2022-04-17 23:59:56 main:574] : INFO : Epoch 1899 | loss: 0.0311776 | val_loss: 0.0311921 | Time: 3721.83 ms
[2022-04-18 00:00:00 main:574] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311866 | Time: 3545.09 ms
[2022-04-18 00:00:04 main:574] : INFO : Epoch 1901 | loss: 0.0311758 | val_loss: 0.0311888 | Time: 4084.16 ms
[2022-04-18 00:00:07 main:574] : INFO : Epoch 1902 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 3281.17 ms
[2022-04-18 00:00:11 main:574] : INFO : Epoch 1903 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 4067.74 ms
[2022-04-18 00:00:14 main:574] : INFO : Epoch 1904 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 3284.29 ms
[2022-04-18 00:00:18 main:574] : INFO : Epoch 1905 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 4072.05 ms
[2022-04-18 00:00:22 main:574] : INFO : Epoch 1906 | loss: 0.0311762 | val_loss: 0.0311897 | Time: 3306.18 ms
[2022-04-18 00:00:26 main:574] : INFO : Epoch 1907 | loss: 0.0311759 | val_loss: 0.0311901 | Time: 4084.38 ms
[2022-04-18 00:00:29 main:574] : INFO : Epoch 1908 | loss: 0.0311761 | val_loss: 0.0311873 | Time: 3192.82 ms
[2022-04-18 00:00:32 main:574] : INFO : Epoch 1909 | loss: 0.0311779 | val_loss: 0.0311851 | Time: 3327.84 ms
[2022-04-18 00:00:36 main:574] : INFO : Epoch 1910 | loss: 0.0311764 | val_loss: 0.0311839 | Time: 4116.81 ms
[2022-04-18 00:00:40 main:574] : INFO : Epoch 1911 | loss: 0.0311761 | val_loss: 0.031185 | Time: 3276.69 ms
[2022-04-18 00:00:44 main:574] : INFO : Epoch 1912 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 4161.48 ms
[2022-04-18 00:00:47 main:574] : INFO : Epoch 1913 | loss: 0.0311763 | val_loss: 0.0311838 | Time: 3310.08 ms
[2022-04-18 00:00:51 main:574] : INFO : Epoch 1914 | loss: 0.0311754 | val_loss: 0.0311848 | Time: 4124.58 ms
[2022-04-18 00:00:55 main:574] : INFO : Epoch 1915 | loss: 0.0311759 | val_loss: 0.0311846 | Time: 3314.34 ms
[2022-04-18 00:00:59 main:574] : INFO : Epoch 1916 | loss: 0.0311751 | val_loss: 0.031186 | Time: 4150.87 ms
[2022-04-18 00:01:02 main:574] : INFO : Epoch 1917 | loss: 0.0311744 | val_loss: 0.0311853 | Time: 3383.06 ms
[2022-04-18 00:01:07 main:574] : INFO : Epoch 1918 | loss: 0.0311751 | val_loss: 0.0311839 | Time: 4340.51 ms
[2022-04-18 00:01:10 main:574] : INFO : Epoch 1919 | loss: 0.0311742 | val_loss: 0.031184 | Time: 3481.3 ms
[2022-04-18 00:01:14 main:574] : INFO : Epoch 1920 | loss: 0.0311755 | val_loss: 0.0311878 | Time: 4096.8 ms
[2022-04-18 00:01:17 main:574] : INFO : Epoch 1921 | loss: 0.0311841 | val_loss: 0.0311889 | Time: 3317.06 ms
[2022-04-18 00:01:21 main:574] : INFO : Epoch 1922 | loss: 0.0311838 | val_loss: 0.0311876 | Time: 3885.44 ms
[2022-04-18 00:01:25 main:574] : INFO : Epoch 1923 | loss: 0.0311787 | val_loss: 0.0311857 | Time: 3465.27 ms
[2022-04-18 00:01:28 main:574] : INFO : Epoch 1924 | loss: 0.0311779 | val_loss: 0.0311868 | Time: 3195.43 ms
[2022-04-18 00:01:32 main:574] : INFO : Epoch 1925 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 3923.16 ms
[2022-04-18 00:01:35 main:574] : INFO : Epoch 1926 | loss: 0.0311752 | val_loss: 0.0311862 | Time: 3499.82 ms
[2022-04-18 00:01:39 main:574] : INFO : Epoch 1927 | loss: 0.0311753 | val_loss: 0.031186 | Time: 3951.17 ms
[2022-04-18 00:01:43 main:574] : INFO : Epoch 1928 | loss: 0.0311735 | val_loss: 0.031186 | Time: 3421.52 ms
[2022-04-18 00:01:47 main:574] : INFO : Epoch 1929 | loss: 0.0311734 | val_loss: 0.0311874 | Time: 3806.44 ms
[2022-04-18 00:01:50 main:574] : INFO : Epoch 1930 | loss: 0.0311735 | val_loss: 0.0311868 | Time: 3638.52 ms
[2022-04-18 00:01:54 main:574] : INFO : Epoch 1931 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 3783.33 ms
[2022-04-18 00:01:58 main:574] : INFO : Epoch 1932 | loss: 0.0311746 | val_loss: 0.0311857 | Time: 3578.48 ms
[2022-04-18 00:02:01 main:574] : INFO : Epoch 1933 | loss: 0.031174 | val_loss: 0.0311854 | Time: 3790.09 ms
[2022-04-18 00:02:05 main:574] : INFO : Epoch 1934 | loss: 0.0311741 | val_loss: 0.0311852 | Time: 3726.02 ms
[2022-04-18 00:02:09 main:574] : INFO : Epoch 1935 | loss: 0.031174 | val_loss: 0.0311867 | Time: 3677.75 ms
[2022-04-18 00:02:13 main:574] : INFO : Epoch 1936 | loss: 0.0311741 | val_loss: 0.031195 | Time: 3787.85 ms
[2022-04-18 00:02:16 main:574] : INFO : Epoch 1937 | loss: 0.0311811 | val_loss: 0.0311908 | Time: 3727.91 ms
[2022-04-18 00:02:20 main:574] : INFO : Epoch 1938 | loss: 0.03118 | val_loss: 0.0311855 | Time: 3666.23 ms
[2022-04-18 00:02:23 main:574] : INFO : Epoch 1939 | loss: 0.0311787 | val_loss: 0.0311877 | Time: 3209.06 ms
[2022-04-18 00:02:27 main:574] : INFO : Epoch 1940 | loss: 0.0311779 | val_loss: 0.031188 | Time: 3787.58 ms
[2022-04-18 00:02:31 main:574] : INFO : Epoch 1941 | loss: 0.0311787 | val_loss: 0.031188 | Time: 3577.23 ms
[2022-04-18 00:02:34 main:574] : INFO : Epoch 1942 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 3775.35 ms
[2022-04-18 00:02:38 main:574] : INFO : Epoch 1943 | loss: 0.0311803 | val_loss: 0.0311878 | Time: 3558.17 ms
[2022-04-18 00:02:41 main:574] : INFO : Epoch 1944 | loss: 0.03118 | val_loss: 0.0311893 | Time: 3550.14 ms
[2022-04-18 00:02:45 main:574] : INFO : Epoch 1945 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 3799.49 ms
[2022-04-18 00:02:49 main:574] : INFO : Epoch 1946 | loss: 0.0311786 | val_loss: 0.0311874 | Time: 3399.4 ms
[2022-04-18 00:02:53 main:574] : INFO : Epoch 1947 | loss: 0.0311768 | val_loss: 0.0311879 | Time: 4024.6 ms
[2022-04-18 00:02:56 main:574] : INFO : Epoch 1948 | loss: 0.0311759 | val_loss: 0.0311861 | Time: 3244.27 ms
[2022-04-18 00:03:00 main:574] : INFO : Epoch 1949 | loss: 0.0311777 | val_loss: 0.0311931 | Time: 4222.62 ms
[2022-04-18 00:03:04 main:574] : INFO : Epoch 1950 | loss: 0.0311842 | val_loss: 0.0311908 | Time: 3347 ms
[2022-04-18 00:03:08 main:574] : INFO : Epoch 1951 | loss: 0.0311766 | val_loss: 0.0311861 | Time: 4121.09 ms
[2022-04-18 00:03:11 main:574] : INFO : Epoch 1952 | loss: 0.0311758 | val_loss: 0.0311871 | Time: 3301.83 ms
[2022-04-18 00:03:15 main:574] : INFO : Epoch 1953 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 4122.89 ms
[2022-04-18 00:03:18 main:574] : INFO : Epoch 1954 | loss: 0.0311752 | val_loss: 0.0311903 | Time: 3287.07 ms
[2022-04-18 00:03:23 main:574] : INFO : Epoch 1955 | loss: 0.0311779 | val_loss: 0.031188 | Time: 4134.32 ms
[2022-04-18 00:03:26 main:574] : INFO : Epoch 1956 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 3246.46 ms
[2022-04-18 00:03:29 main:574] : INFO : Epoch 1957 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 3296.53 ms
[2022-04-18 00:03:33 main:574] : INFO : Epoch 1958 | loss: 0.0311815 | val_loss: 0.0312046 | Time: 4080.13 ms
[2022-04-18 00:03:36 main:574] : INFO : Epoch 1959 | loss: 0.0314393 | val_loss: 0.0319359 | Time: 3280.69 ms
[2022-04-18 00:03:41 main:574] : INFO : Epoch 1960 | loss: 0.0364584 | val_loss: 0.0330259 | Time: 4112.99 ms
[2022-04-18 00:03:44 main:574] : INFO : Epoch 1961 | loss: 0.0318439 | val_loss: 0.0314002 | Time: 3307.77 ms
[2022-04-18 00:03:48 main:574] : INFO : Epoch 1962 | loss: 0.0313297 | val_loss: 0.0312779 | Time: 4051.44 ms
[2022-04-18 00:03:51 main:574] : INFO : Epoch 1963 | loss: 0.0312561 | val_loss: 0.031241 | Time: 3267.18 ms
[2022-04-18 00:03:55 main:574] : INFO : Epoch 1964 | loss: 0.0312369 | val_loss: 0.0312295 | Time: 4004.88 ms
[2022-04-18 00:03:59 main:574] : INFO : Epoch 1965 | loss: 0.0312257 | val_loss: 0.0312187 | Time: 3450.88 ms
[2022-04-18 00:04:03 main:574] : INFO : Epoch 1966 | loss: 0.0312151 | val_loss: 0.0312075 | Time: 4027.03 ms
[2022-04-18 00:04:06 main:574] : INFO : Epoch 1967 | loss: 0.0312031 | val_loss: 0.0311988 | Time: 3586.38 ms
[2022-04-18 00:04:10 main:574] : INFO : Epoch 1968 | loss: 0.0311944 | val_loss: 0.0311916 | Time: 3818.96 ms
[2022-04-18 00:04:14 main:574] : INFO : Epoch 1969 | loss: 0.0311894 | val_loss: 0.0311885 | Time: 3679.85 ms
[2022-04-18 00:04:17 main:574] : INFO : Epoch 1970 | loss: 0.0311852 | val_loss: 0.0311888 | Time: 3630.63 ms
[2022-04-18 00:04:21 main:574] : INFO : Epoch 1971 | loss: 0.031184 | val_loss: 0.0311876 | Time: 3822.2 ms
[2022-04-18 00:04:25 main:574] : INFO : Epoch 1972 | loss: 0.0311832 | val_loss: 0.0311877 | Time: 3543.62 ms
[2022-04-18 00:04:29 main:574] : INFO : Epoch 1973 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 4060.32 ms
[2022-04-18 00:04:32 main:574] : INFO : Epoch 1974 | loss: 0.031181 | val_loss: 0.0311892 | Time: 3226.93 ms
[2022-04-18 00:04:36 main:574] : INFO : Epoch 1975 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 3649.02 ms
[2022-04-18 00:04:40 main:574] : INFO : Epoch 1976 | loss: 0.0311806 | val_loss: 0.0311855 | Time: 3894.64 ms
[2022-04-18 00:04:43 main:574] : INFO : Epoch 1977 | loss: 0.0311798 | val_loss: 0.0311851 | Time: 3589.3 ms
[2022-04-18 00:04:47 main:574] : INFO : Epoch 1978 | loss: 0.0311804 | val_loss: 0.031185 | Time: 4012.44 ms
[2022-04-18 00:04:51 main:574] : INFO : Epoch 1979 | loss: 0.0311787 | val_loss: 0.0311843 | Time: 3529.82 ms
[2022-04-18 00:04:55 main:574] : INFO : Epoch 1980 | loss: 0.031179 | val_loss: 0.0311867 | Time: 3968.49 ms
[2022-04-18 00:04:58 main:574] : INFO : Epoch 1981 | loss: 0.0311785 | val_loss: 0.0311848 | Time: 3463.1 ms
[2022-04-18 00:05:02 main:574] : INFO : Epoch 1982 | loss: 0.0311774 | val_loss: 0.0311836 | Time: 4082.4 ms
[2022-04-18 00:05:06 main:574] : INFO : Epoch 1983 | loss: 0.0311769 | val_loss: 0.0311839 | Time: 3279.86 ms
[2022-04-18 00:05:10 main:574] : INFO : Epoch 1984 | loss: 0.0311769 | val_loss: 0.0311835 | Time: 4142.65 ms
[2022-04-18 00:05:13 main:574] : INFO : Epoch 1985 | loss: 0.0311766 | val_loss: 0.031183 | Time: 3285 ms
[2022-04-18 00:05:17 main:574] : INFO : Epoch 1986 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 4117.95 ms
[2022-04-18 00:05:20 main:574] : INFO : Epoch 1987 | loss: 0.0311761 | val_loss: 0.0311831 | Time: 3301.27 ms
[2022-04-18 00:05:25 main:574] : INFO : Epoch 1988 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 4109.87 ms
[2022-04-18 00:05:28 main:574] : INFO : Epoch 1989 | loss: 0.0311758 | val_loss: 0.0311836 | Time: 3322.62 ms
[2022-04-18 00:05:32 main:574] : INFO : Epoch 1990 | loss: 0.0311761 | val_loss: 0.031183 | Time: 4061.82 ms
[2022-04-18 00:05:35 main:574] : INFO : Epoch 1991 | loss: 0.0311762 | val_loss: 0.0311834 | Time: 3337.48 ms
[2022-04-18 00:05:39 main:574] : INFO : Epoch 1992 | loss: 0.0311764 | val_loss: 0.0311835 | Time: 3261.27 ms
[2022-04-18 00:05:43 main:574] : INFO : Epoch 1993 | loss: 0.0311754 | val_loss: 0.0311838 | Time: 4121.37 ms
[2022-04-18 00:05:46 main:574] : INFO : Epoch 1994 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 3273.82 ms
[2022-04-18 00:05:50 main:574] : INFO : Epoch 1995 | loss: 0.0311799 | val_loss: 0.0311836 | Time: 4196.21 ms
[2022-04-18 00:05:53 main:574] : INFO : Epoch 1996 | loss: 0.031178 | val_loss: 0.0311823 | Time: 3287.5 ms
[2022-04-18 00:05:58 main:574] : INFO : Epoch 1997 | loss: 0.0311763 | val_loss: 0.0311837 | Time: 4096.96 ms
[2022-04-18 00:06:01 main:574] : INFO : Epoch 1998 | loss: 0.0311766 | val_loss: 0.0311825 | Time: 3322.91 ms
[2022-04-18 00:06:05 main:574] : INFO : Epoch 1999 | loss: 0.0311763 | val_loss: 0.0311831 | Time: 4154.11 ms
[2022-04-18 00:06:08 main:574] : INFO : Epoch 2000 | loss: 0.0311761 | val_loss: 0.0311862 | Time: 3339.84 ms
[2022-04-18 00:06:12 main:574] : INFO : Epoch 2001 | loss: 0.0311755 | val_loss: 0.031183 | Time: 3943.83 ms
[2022-04-18 00:06:16 main:574] : INFO : Epoch 2002 | loss: 0.0311744 | val_loss: 0.0311828 | Time: 3215.39 ms
[2022-04-18 00:06:19 main:574] : INFO : Epoch 2003 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 3231.05 ms
[2022-04-18 00:06:22 main:574] : INFO : Epoch 2004 | loss: 0.031175 | val_loss: 0.0311844 | Time: 3214.22 ms
[2022-04-18 00:06:26 main:574] : INFO : Epoch 2005 | loss: 0.0311761 | val_loss: 0.0311847 | Time: 3714.31 ms
[2022-04-18 00:06:30 main:574] : INFO : Epoch 2006 | loss: 0.0311755 | val_loss: 0.0311877 | Time: 3846.1 ms
[2022-04-18 00:06:33 main:574] : INFO : Epoch 2007 | loss: 0.0311771 | val_loss: 0.0311831 | Time: 3602.54 ms
[2022-04-18 00:06:37 main:574] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.031184 | Time: 3840.48 ms
[2022-04-18 00:06:40 main:574] : INFO : Epoch 2009 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 3304.6 ms
[2022-04-18 00:06:44 main:574] : INFO : Epoch 2010 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 3843.37 ms
[2022-04-18 00:06:48 main:574] : INFO : Epoch 2011 | loss: 0.0311732 | val_loss: 0.0311838 | Time: 3660.96 ms
[2022-04-18 00:06:52 main:574] : INFO : Epoch 2012 | loss: 0.0311749 | val_loss: 0.0311854 | Time: 3807.1 ms
[2022-04-18 00:06:55 main:574] : INFO : Epoch 2013 | loss: 0.0311752 | val_loss: 0.0311831 | Time: 3722.8 ms
[2022-04-18 00:06:59 main:574] : INFO : Epoch 2014 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 3895.55 ms
[2022-04-18 00:07:03 main:574] : INFO : Epoch 2015 | loss: 0.0311738 | val_loss: 0.0311838 | Time: 3803.77 ms
[2022-04-18 00:07:07 main:574] : INFO : Epoch 2016 | loss: 0.0311754 | val_loss: 0.0311847 | Time: 3662.45 ms
[2022-04-18 00:07:10 main:574] : INFO : Epoch 2017 | loss: 0.0311746 | val_loss: 0.0311828 | Time: 3741.78 ms
[2022-04-18 00:07:14 main:574] : INFO : Epoch 2018 | loss: 0.0311735 | val_loss: 0.0311811 | Time: 3619.88 ms
[2022-04-18 00:07:18 main:574] : INFO : Epoch 2019 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 3841.95 ms
[2022-04-18 00:07:21 main:574] : INFO : Epoch 2020 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 3486.71 ms
[2022-04-18 00:07:25 main:574] : INFO : Epoch 2021 | loss: 0.0311762 | val_loss: 0.0311842 | Time: 4040.81 ms
[2022-04-18 00:07:29 main:574] : INFO : Epoch 2022 | loss: 0.0311777 | val_loss: 0.0311837 | Time: 3265.36 ms
[2022-04-18 00:07:33 main:574] : INFO : Epoch 2023 | loss: 0.0311733 | val_loss: 0.0311827 | Time: 4081.31 ms
[2022-04-18 00:07:36 main:574] : INFO : Epoch 2024 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 3382.23 ms
[2022-04-18 00:07:40 main:574] : INFO : Epoch 2025 | loss: 0.0311737 | val_loss: 0.0311841 | Time: 4146.24 ms
[2022-04-18 00:07:44 main:574] : INFO : Epoch 2026 | loss: 0.031174 | val_loss: 0.0311815 | Time: 3247.59 ms
[2022-04-18 00:07:47 main:574] : INFO : Epoch 2027 | loss: 0.031174 | val_loss: 0.031183 | Time: 3391.57 ms
[2022-04-18 00:07:51 main:574] : INFO : Epoch 2028 | loss: 0.031174 | val_loss: 0.0311823 | Time: 4197.54 ms
[2022-04-18 00:07:55 main:574] : INFO : Epoch 2029 | loss: 0.0311753 | val_loss: 0.031184 | Time: 3348.66 ms
[2022-04-18 00:07:59 main:574] : INFO : Epoch 2030 | loss: 0.0311744 | val_loss: 0.0311822 | Time: 4121 ms
[2022-04-18 00:08:02 main:574] : INFO : Epoch 2031 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 3442.66 ms
[2022-04-18 00:08:06 main:574] : INFO : Epoch 2032 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 4093.36 ms
[2022-04-18 00:08:10 main:574] : INFO : Epoch 2033 | loss: 0.0311728 | val_loss: 0.0311811 | Time: 3278.72 ms
[2022-04-18 00:08:14 main:574] : INFO : Epoch 2034 | loss: 0.0311726 | val_loss: 0.0311817 | Time: 4139.19 ms
[2022-04-18 00:08:17 main:574] : INFO : Epoch 2035 | loss: 0.0311729 | val_loss: 0.0311821 | Time: 3297.26 ms
[2022-04-18 00:08:21 main:574] : INFO : Epoch 2036 | loss: 0.0311725 | val_loss: 0.0311835 | Time: 4163.73 ms
[2022-04-18 00:08:24 main:574] : INFO : Epoch 2037 | loss: 0.0311751 | val_loss: 0.0311847 | Time: 3236.86 ms
[2022-04-18 00:08:28 main:574] : INFO : Epoch 2038 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 4117.82 ms
[2022-04-18 00:08:32 main:574] : INFO : Epoch 2039 | loss: 0.0311744 | val_loss: 0.0311824 | Time: 3216.62 ms
[2022-04-18 00:08:36 main:574] : INFO : Epoch 2040 | loss: 0.0311723 | val_loss: 0.031183 | Time: 4039.88 ms
[2022-04-18 00:08:39 main:574] : INFO : Epoch 2041 | loss: 0.0311722 | val_loss: 0.0311819 | Time: 3353.73 ms
[2022-04-18 00:08:43 main:574] : INFO : Epoch 2042 | loss: 0.0311726 | val_loss: 0.031183 | Time: 4066.09 ms
[2022-04-18 00:08:47 main:574] : INFO : Epoch 2043 | loss: 0.0311727 | val_loss: 0.0311824 | Time: 3370.69 ms
[2022-04-18 00:08:50 main:574] : INFO : Epoch 2044 | loss: 0.0311744 | val_loss: 0.0311836 | Time: 3856.41 ms
[2022-04-18 00:08:54 main:574] : INFO : Epoch 2045 | loss: 0.0311719 | val_loss: 0.0311828 | Time: 3475.13 ms
[2022-04-18 00:08:57 main:574] : INFO : Epoch 2046 | loss: 0.0311719 | val_loss: 0.031186 | Time: 3247.66 ms
[2022-04-18 00:09:01 main:574] : INFO : Epoch 2047 | loss: 0.0311729 | val_loss: 0.0311839 | Time: 4096.3 ms
[2022-04-18 00:09:05 main:574] : INFO : Epoch 2048 | loss: 0.0311727 | val_loss: 0.0311835 | Time: 3387.97 ms
[2022-04-18 00:09:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311835
[2022-04-18 00:09:05 main:603] : INFO : Saving end state to config to file
[2022-04-18 00:09:05 main:608] : INFO : Success, exiting..
00:09:05 (35668): 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)