Task 14624004

Name ParityModified-1647047405-20328-3-0_1
Workunit 11576037
Created 18 Apr 2022, 15:37:00 UTC
Sent 18 Apr 2022, 15:40:49 UTC
Report deadline 26 Apr 2022, 15:40:49 UTC
Received 25 Apr 2022, 1:03:12 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 7896
Run time 4 hours 10 min 28 sec
CPU time 2 hours 50 min 12 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 3,940.75 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.63 GB
Peak swap size 3.60 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
:574]	:	INFO	:	Epoch 1542 | loss: 0.031184 | val_loss: 0.031184 | Time: 6914.54 ms
[2022-04-25 02:02:36	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311827 | val_loss: 0.0311856 | Time: 6990.23 ms
[2022-04-25 02:02:43	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311841 | val_loss: 0.0311859 | Time: 6661.91 ms
[2022-04-25 02:02:50	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 6783.82 ms
[2022-04-25 02:02:57	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 6696.78 ms
[2022-04-25 02:03:04	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311842 | val_loss: 0.0311845 | Time: 6618.59 ms
[2022-04-25 02:03:11	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311828 | val_loss: 0.0311859 | Time: 6546.48 ms
[2022-04-25 02:03:18	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311834 | val_loss: 0.0311842 | Time: 6900.19 ms
[2022-04-25 02:03:24	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311838 | val_loss: 0.0311829 | Time: 6730.46 ms
[2022-04-25 02:03:31	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311832 | val_loss: 0.0311837 | Time: 6728.48 ms
[2022-04-25 02:03:38	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311908 | val_loss: 0.0311862 | Time: 6683.19 ms
[2022-04-25 02:03:46	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311835 | val_loss: 0.0311828 | Time: 7083.63 ms
[2022-04-25 02:03:53	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311825 | val_loss: 0.0311837 | Time: 6766.57 ms
[2022-04-25 02:03:59	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 6782.91 ms
[2022-04-25 02:04:07	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311826 | val_loss: 0.0311828 | Time: 7106.74 ms
[2022-04-25 02:04:14	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311837 | val_loss: 0.0311856 | Time: 6985.05 ms
[2022-04-25 02:04:21	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 6641.59 ms
[2022-04-25 02:04:28	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311826 | val_loss: 0.0311838 | Time: 6774.53 ms
[2022-04-25 02:04:35	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311852 | val_loss: 0.0311844 | Time: 6963.41 ms
[2022-04-25 02:04:42	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311834 | val_loss: 0.0311847 | Time: 6730.17 ms
[2022-04-25 02:04:49	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311851 | val_loss: 0.0311843 | Time: 7044.5 ms
[2022-04-25 02:04:56	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 7019.72 ms
[2022-04-25 02:05:04	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311823 | val_loss: 0.0311827 | Time: 6990.58 ms
[2022-04-25 02:05:12	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311807 | val_loss: 0.0311859 | Time: 7095.23 ms
[2022-04-25 02:05:18	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311818 | val_loss: 0.0311828 | Time: 6847.8 ms
[2022-04-25 02:05:26	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311826 | val_loss: 0.0311827 | Time: 6632.17 ms
[2022-04-25 02:05:33	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 6883.34 ms
[2022-04-25 02:05:39	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.031182 | val_loss: 0.0311825 | Time: 6644.06 ms
[2022-04-25 02:05:46	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 6781.78 ms
[2022-04-25 02:05:53	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311819 | val_loss: 0.031183 | Time: 6798.23 ms
[2022-04-25 02:06:00	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311808 | val_loss: 0.031183 | Time: 6598.13 ms
[2022-04-25 02:06:07	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311825 | val_loss: 0.031184 | Time: 6681.66 ms
[2022-04-25 02:06:14	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 6786.7 ms
[2022-04-25 02:06:21	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311819 | val_loss: 0.0311823 | Time: 6721.84 ms
[2022-04-25 02:06:29	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311824 | val_loss: 0.0311814 | Time: 6709.18 ms
[2022-04-25 02:06:36	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311825 | val_loss: 0.0311842 | Time: 6841.39 ms
[2022-04-25 02:06:43	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 6595.91 ms
[2022-04-25 02:06:50	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 7088.84 ms
[2022-04-25 02:06:59	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 6802.86 ms
[2022-04-25 02:07:07	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311801 | val_loss: 0.0311885 | Time: 6778.69 ms
[2022-04-25 02:07:14	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0311818 | val_loss: 0.0311806 | Time: 6738.08 ms
[2022-04-25 02:07:21	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311801 | val_loss: 0.0311806 | Time: 6873.86 ms
[2022-04-25 02:07:28	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 6742.21 ms
[2022-04-25 02:07:35	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311814 | val_loss: 0.0311854 | Time: 6735.86 ms
[2022-04-25 02:07:42	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311843 | val_loss: 0.0311825 | Time: 6816.39 ms
[2022-04-25 02:07:49	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311804 | val_loss: 0.0311832 | Time: 6646.34 ms
[2022-04-25 02:07:55	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.03118 | val_loss: 0.0311805 | Time: 6531.04 ms
[2022-04-25 02:08:03	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311819 | val_loss: 0.0311829 | Time: 6899.47 ms
[2022-04-25 02:08:10	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311803 | val_loss: 0.0311808 | Time: 6550.76 ms
[2022-04-25 02:08:17	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 6820.95 ms
[2022-04-25 02:08:23	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311813 | val_loss: 0.0311822 | Time: 6940.1 ms
[2022-04-25 02:08:30	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 6692.16 ms
[2022-04-25 02:08:37	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311803 | val_loss: 0.03118 | Time: 6791.29 ms
[2022-04-25 02:08:44	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 6827.09 ms
[2022-04-25 02:08:51	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311787 | val_loss: 0.0311805 | Time: 6742.74 ms
[2022-04-25 02:08:58	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311804 | val_loss: 0.031187 | Time: 6494.44 ms
[2022-04-25 02:09:05	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 6653.81 ms
[2022-04-25 02:09:12	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311795 | val_loss: 0.0311819 | Time: 6866.67 ms
[2022-04-25 02:09:20	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311796 | val_loss: 0.0311818 | Time: 6765.74 ms
[2022-04-25 02:09:27	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 6800.03 ms
[2022-04-25 02:09:34	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311803 | val_loss: 0.0311899 | Time: 6591.9 ms
[2022-04-25 02:09:41	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311833 | val_loss: 0.0311814 | Time: 6746.92 ms
[2022-04-25 02:09:48	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 6702.66 ms
[2022-04-25 02:09:54	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 6760.52 ms
[2022-04-25 02:10:01	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311805 | val_loss: 0.0311859 | Time: 6947.76 ms
[2022-04-25 02:10:08	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0311796 | val_loss: 0.0311813 | Time: 6771.5 ms
[2022-04-25 02:10:15	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311797 | val_loss: 0.031181 | Time: 6913.78 ms
[2022-04-25 02:10:22	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311829 | val_loss: 0.0311801 | Time: 6658.6 ms
[2022-04-25 02:10:29	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311808 | val_loss: 0.0311816 | Time: 6765.35 ms
[2022-04-25 02:10:36	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311801 | val_loss: 0.03118 | Time: 6913.48 ms
[2022-04-25 02:10:43	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 6742.26 ms
[2022-04-25 02:10:50	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 6815.35 ms
[2022-04-25 02:10:57	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0311797 | val_loss: 0.03118 | Time: 6991.32 ms
[2022-04-25 02:11:04	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311805 | val_loss: 0.0311796 | Time: 6648.3 ms
[2022-04-25 02:11:11	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311801 | val_loss: 0.0311875 | Time: 6966.49 ms
[2022-04-25 02:11:19	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311858 | val_loss: 0.0311824 | Time: 7075.06 ms
[2022-04-25 02:11:26	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311817 | val_loss: 0.0311883 | Time: 6928.01 ms
[2022-04-25 02:11:34	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311833 | val_loss: 0.0311901 | Time: 6896.05 ms
[2022-04-25 02:11:40	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311822 | val_loss: 0.031181 | Time: 6814.98 ms
[2022-04-25 02:11:47	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311788 | val_loss: 0.0311794 | Time: 6948.29 ms
[2022-04-25 02:11:54	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311787 | val_loss: 0.0311801 | Time: 6934.17 ms
[2022-04-25 02:12:02	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311786 | val_loss: 0.0311786 | Time: 6884.14 ms
[2022-04-25 02:12:08	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311792 | val_loss: 0.0311789 | Time: 6822.32 ms
[2022-04-25 02:12:15	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311817 | val_loss: 0.0311808 | Time: 6956.12 ms
[2022-04-25 02:12:22	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0311796 | val_loss: 0.0311841 | Time: 6993.72 ms
[2022-04-25 02:12:30	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 7112.72 ms
[2022-04-25 02:12:38	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.03118 | val_loss: 0.0311795 | Time: 7023.19 ms
[2022-04-25 02:12:47	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311788 | val_loss: 0.0311803 | Time: 7790.95 ms
[2022-04-25 02:12:54	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311799 | val_loss: 0.0311795 | Time: 6816.51 ms
[2022-04-25 02:13:01	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.03118 | val_loss: 0.0311845 | Time: 6860.68 ms
[2022-04-25 02:13:08	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.03118 | val_loss: 0.031185 | Time: 6691.72 ms
[2022-04-25 02:13:15	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311807 | val_loss: 0.0311791 | Time: 6822.91 ms
[2022-04-25 02:13:22	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 6943.99 ms
[2022-04-25 02:13:29	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311788 | val_loss: 0.031179 | Time: 6828.47 ms
[2022-04-25 02:13:36	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 6975.86 ms
[2022-04-25 02:13:43	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 7067 ms
[2022-04-25 02:13:50	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311789 | val_loss: 0.0311807 | Time: 6730.82 ms
[2022-04-25 02:13:58	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311795 | val_loss: 0.0311791 | Time: 7108.28 ms
[2022-04-25 02:14:05	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 6926.31 ms
[2022-04-25 02:14:12	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 6110 ms
[2022-04-25 02:14:19	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 7037 ms
[2022-04-25 02:14:26	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311785 | val_loss: 0.0311829 | Time: 6905.92 ms
[2022-04-25 02:14:33	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311796 | val_loss: 0.0311797 | Time: 7126.4 ms
[2022-04-25 02:14:40	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311795 | val_loss: 0.0311805 | Time: 6769.37 ms
[2022-04-25 02:14:47	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311801 | val_loss: 0.0311836 | Time: 6975.42 ms
[2022-04-25 02:14:54	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311802 | val_loss: 0.031179 | Time: 7086.73 ms
[2022-04-25 02:15:01	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 6966.54 ms
[2022-04-25 02:15:09	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311792 | val_loss: 0.0311797 | Time: 7192.44 ms
[2022-04-25 02:15:17	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 7115.9 ms
[2022-04-25 02:15:24	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311818 | val_loss: 0.0311854 | Time: 6921.91 ms
[2022-04-25 02:15:31	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.031182 | val_loss: 0.0311852 | Time: 7041.4 ms
[2022-04-25 02:15:38	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311884 | val_loss: 0.0311823 | Time: 6708.5 ms
[2022-04-25 02:15:46	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311832 | val_loss: 0.0311805 | Time: 6896.86 ms
[2022-04-25 02:15:54	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311821 | val_loss: 0.031189 | Time: 7260.76 ms
[2022-04-25 02:16:01	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311888 | val_loss: 0.0311825 | Time: 6763.89 ms
[2022-04-25 02:16:08	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 6966.04 ms
[2022-04-25 02:16:15	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311818 | val_loss: 0.0311799 | Time: 7248.84 ms
[2022-04-25 02:16:23	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 7015.87 ms
[2022-04-25 02:16:30	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311802 | val_loss: 0.0311787 | Time: 7094.25 ms
[2022-04-25 02:16:37	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311796 | val_loss: 0.0311783 | Time: 7196.4 ms
[2022-04-25 02:16:44	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 7268.85 ms
[2022-04-25 02:16:52	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.031179 | val_loss: 0.0311788 | Time: 7335.35 ms
[2022-04-25 02:16:59	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311801 | val_loss: 0.0311786 | Time: 7229.05 ms
[2022-04-25 02:17:07	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 7201.28 ms
[2022-04-25 02:17:14	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311783 | val_loss: 0.031183 | Time: 7029.25 ms
[2022-04-25 02:17:21	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 7074.49 ms
[2022-04-25 02:17:30	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.031179 | val_loss: 0.03118 | Time: 7236.34 ms
[2022-04-25 02:17:37	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311796 | val_loss: 0.0311794 | Time: 6999.88 ms
[2022-04-25 02:17:44	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311788 | val_loss: 0.0311787 | Time: 7019.58 ms
[2022-04-25 02:17:51	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311787 | val_loss: 0.0311793 | Time: 6899.48 ms
[2022-04-25 02:17:59	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 6777.66 ms
[2022-04-25 02:18:06	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 6901.82 ms
[2022-04-25 02:18:13	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311816 | val_loss: 0.0311901 | Time: 7179.8 ms
[2022-04-25 02:18:20	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311811 | val_loss: 0.0311797 | Time: 6934.97 ms
[2022-04-25 02:18:28	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 7173.31 ms
[2022-04-25 02:18:34	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 6830.25 ms
[2022-04-25 02:18:41	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311793 | val_loss: 0.0311782 | Time: 6972.38 ms
[2022-04-25 02:18:49	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 7006.72 ms
[2022-04-25 02:18:56	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311802 | val_loss: 0.0311793 | Time: 6793.73 ms
[2022-04-25 02:19:03	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311786 | val_loss: 0.0311789 | Time: 6901.41 ms
[2022-04-25 02:19:10	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.031179 | val_loss: 0.03118 | Time: 6919.22 ms
[2022-04-25 02:19:19	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311781 | val_loss: 0.031178 | Time: 7007.4 ms
[2022-04-25 02:19:26	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311797 | val_loss: 0.0311798 | Time: 6838.3 ms
[2022-04-25 02:19:33	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311789 | val_loss: 0.0311788 | Time: 7087.07 ms
[2022-04-25 02:19:40	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 6915.58 ms
[2022-04-25 02:19:47	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.031178 | val_loss: 0.0311788 | Time: 7133.15 ms
[2022-04-25 02:19:54	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311783 | val_loss: 0.0311818 | Time: 6902.22 ms
[2022-04-25 02:20:01	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 6903.31 ms
[2022-04-25 02:20:09	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311844 | val_loss: 0.031189 | Time: 7067.75 ms
[2022-04-25 02:20:16	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311831 | val_loss: 0.0311807 | Time: 6733.89 ms
[2022-04-25 02:20:23	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311805 | val_loss: 0.0311808 | Time: 6906 ms
[2022-04-25 02:20:30	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311811 | val_loss: 0.0311821 | Time: 7066.14 ms
[2022-04-25 02:20:38	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311785 | val_loss: 0.0311785 | Time: 6947.84 ms
[2022-04-25 02:20:45	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311795 | val_loss: 0.0311802 | Time: 7040.18 ms
[2022-04-25 02:20:52	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311786 | val_loss: 0.0311788 | Time: 6633.02 ms
[2022-04-25 02:21:00	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 6894.24 ms
[2022-04-25 02:21:07	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.031178 | val_loss: 0.0311788 | Time: 7139.58 ms
[2022-04-25 02:21:14	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311774 | val_loss: 0.0311787 | Time: 6948.92 ms
[2022-04-25 02:21:22	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311777 | val_loss: 0.0311826 | Time: 6954.67 ms
[2022-04-25 02:21:30	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311814 | val_loss: 0.0311857 | Time: 7083.54 ms
[2022-04-25 02:21:37	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311797 | val_loss: 0.031179 | Time: 7043.64 ms
[2022-04-25 02:21:44	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 7033.77 ms
[2022-04-25 02:21:51	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 6705.79 ms
[2022-04-25 02:21:59	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311785 | val_loss: 0.0311811 | Time: 6960.93 ms
[2022-04-25 02:22:06	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311786 | val_loss: 0.0311805 | Time: 7074.64 ms
[2022-04-25 02:22:13	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 6893.02 ms
[2022-04-25 02:22:20	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311771 | val_loss: 0.031181 | Time: 6950.61 ms
[2022-04-25 02:22:27	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 7126.6 ms
[2022-04-25 02:22:34	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 6831.5 ms
[2022-04-25 02:22:42	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 7014.3 ms
[2022-04-25 02:22:50	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 7081.16 ms
[2022-04-25 02:22:57	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 7038.33 ms
[2022-04-25 02:23:05	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311773 | val_loss: 0.0311816 | Time: 7184.18 ms
[2022-04-25 02:23:13	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311772 | val_loss: 0.0311808 | Time: 7174.37 ms
[2022-04-25 02:23:19	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311788 | val_loss: 0.0311844 | Time: 6857.27 ms
[2022-04-25 02:23:26	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 7030.48 ms
[2022-04-25 02:23:33	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 6844.61 ms
[2022-04-25 02:23:41	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311781 | val_loss: 0.0311788 | Time: 6739.87 ms
[2022-04-25 02:23:48	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 7281.02 ms
[2022-04-25 02:23:56	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311769 | val_loss: 0.0311778 | Time: 6818.43 ms
[2022-04-25 02:24:03	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311777 | val_loss: 0.031183 | Time: 6798.67 ms
[2022-04-25 02:24:10	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 6860.67 ms
[2022-04-25 02:24:18	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.031177 | val_loss: 0.031178 | Time: 6791.66 ms
[2022-04-25 02:24:27	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 7093.31 ms
[2022-04-25 02:24:34	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 6895.25 ms
[2022-04-25 02:24:41	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 7028.85 ms
[2022-04-25 02:24:49	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311775 | val_loss: 0.0311788 | Time: 6887.69 ms
[2022-04-25 02:24:56	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 6899.6 ms
[2022-04-25 02:25:03	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 6880.71 ms
[2022-04-25 02:25:09	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0311797 | val_loss: 0.0311784 | Time: 6585.73 ms
[2022-04-25 02:25:16	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311777 | val_loss: 0.0311772 | Time: 6915.93 ms
[2022-04-25 02:25:24	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 6754.53 ms
[2022-04-25 02:25:33	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0311761 | val_loss: 0.0311792 | Time: 6992.32 ms
[2022-04-25 02:25:40	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 7000.82 ms
[2022-04-25 02:25:47	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311806 | val_loss: 0.0311812 | Time: 6901.16 ms
[2022-04-25 02:25:54	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 6959.28 ms
[2022-04-25 02:26:03	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 7052.71 ms
[2022-04-25 02:26:10	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 6961.45 ms
[2022-04-25 02:26:17	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 6921.03 ms
[2022-04-25 02:26:24	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0311767 | val_loss: 0.0311774 | Time: 7017.77 ms
[2022-04-25 02:26:31	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311762 | val_loss: 0.0311794 | Time: 7047.49 ms
[2022-04-25 02:26:38	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 6960.78 ms
[2022-04-25 02:26:47	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 7078.2 ms
[2022-04-25 02:26:55	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311759 | val_loss: 0.0311791 | Time: 6939.53 ms
[2022-04-25 02:27:02	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311792 | val_loss: 0.0311803 | Time: 7109.2 ms
[2022-04-25 02:27:12	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 7125.28 ms
[2022-04-25 02:27:19	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311786 | val_loss: 0.0311769 | Time: 6816 ms
[2022-04-25 02:27:26	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311765 | val_loss: 0.0311766 | Time: 6857.32 ms
[2022-04-25 02:27:33	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311768 | val_loss: 0.0311777 | Time: 7088.57 ms
[2022-04-25 02:27:40	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311781 | val_loss: 0.0311778 | Time: 6943.66 ms
[2022-04-25 02:27:48	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311796 | val_loss: 0.0311868 | Time: 7207.85 ms
[2022-04-25 02:27:55	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311783 | val_loss: 0.031178 | Time: 6966.74 ms
[2022-04-25 02:28:02	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 7072.95 ms
[2022-04-25 02:28:09	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 7166.1 ms
[2022-04-25 02:28:16	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 6859.39 ms
[2022-04-25 02:28:24	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.031176 | val_loss: 0.0311783 | Time: 6843.28 ms
[2022-04-25 02:28:32	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 7149.45 ms
[2022-04-25 02:28:40	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 6959.52 ms
[2022-04-25 02:28:47	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 6863.59 ms
[2022-04-25 02:28:54	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311775 | val_loss: 0.0311793 | Time: 7069.89 ms
[2022-04-25 02:29:01	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0311758 | val_loss: 0.0311784 | Time: 6825.45 ms
[2022-04-25 02:29:08	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 6886.56 ms
[2022-04-25 02:29:15	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 7130.07 ms
[2022-04-25 02:29:23	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311766 | val_loss: 0.0311773 | Time: 6891.59 ms
[2022-04-25 02:29:30	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311789 | val_loss: 0.0311849 | Time: 7201.42 ms
[2022-04-25 02:29:37	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 6949.47 ms
[2022-04-25 02:29:44	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311767 | val_loss: 0.0311793 | Time: 6896.88 ms
[2022-04-25 02:29:53	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311765 | val_loss: 0.0311779 | Time: 6955.93 ms
[2022-04-25 02:30:01	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311761 | val_loss: 0.0311785 | Time: 7147.85 ms
[2022-04-25 02:30:08	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 6829.36 ms
[2022-04-25 02:30:15	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 6816.42 ms
[2022-04-25 02:30:22	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311755 | val_loss: 0.0311774 | Time: 7053.33 ms
[2022-04-25 02:30:29	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 6972.59 ms
[2022-04-25 02:30:36	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 7217.33 ms
[2022-04-25 02:30:43	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0311759 | val_loss: 0.0311768 | Time: 6891.36 ms
[2022-04-25 02:30:51	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 6904.44 ms
[2022-04-25 02:30:58	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 7012.21 ms
[2022-04-25 02:31:05	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311778 | val_loss: 0.0311865 | Time: 6933.18 ms
[2022-04-25 02:31:12	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311781 | val_loss: 0.0311823 | Time: 6721.69 ms
[2022-04-25 02:31:20	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 7066.73 ms
[2022-04-25 02:31:27	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 6954.76 ms
[2022-04-25 02:31:34	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 6955.53 ms
[2022-04-25 02:31:41	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 7060.64 ms
[2022-04-25 02:31:48	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311806 | val_loss: 0.0311783 | Time: 6901.19 ms
[2022-04-25 02:31:56	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 8362.21 ms
[2022-04-25 02:32:03	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311757 | val_loss: 0.0311783 | Time: 6304.86 ms
[2022-04-25 02:32:10	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 6816.15 ms
[2022-04-25 02:32:17	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 6895.55 ms
[2022-04-25 02:32:25	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311762 | val_loss: 0.0311817 | Time: 6795.69 ms
[2022-04-25 02:32:33	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311762 | val_loss: 0.0311774 | Time: 6736.73 ms
[2022-04-25 02:32:40	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.031176 | val_loss: 0.0311788 | Time: 6785.83 ms
[2022-04-25 02:32:47	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 6979.76 ms
[2022-04-25 02:32:54	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 6876.75 ms
[2022-04-25 02:33:01	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 6981.71 ms
[2022-04-25 02:33:09	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311767 | val_loss: 0.0311782 | Time: 7071.53 ms
[2022-04-25 02:33:16	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0311769 | val_loss: 0.0311796 | Time: 6669.67 ms
[2022-04-25 02:33:23	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 6661.58 ms
[2022-04-25 02:33:30	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311757 | val_loss: 0.0311792 | Time: 6863.16 ms
[2022-04-25 02:33:37	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311752 | val_loss: 0.0311815 | Time: 6891.8 ms
[2022-04-25 02:33:44	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 6822.01 ms
[2022-04-25 02:33:51	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0311757 | val_loss: 0.0311782 | Time: 6878.17 ms
[2022-04-25 02:34:00	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311758 | val_loss: 0.0311781 | Time: 7425.89 ms
[2022-04-25 02:34:06	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 6631.13 ms
[2022-04-25 02:34:13	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 6839.92 ms
[2022-04-25 02:34:20	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 6716.24 ms
[2022-04-25 02:34:27	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.031176 | val_loss: 0.031177 | Time: 6849.54 ms
[2022-04-25 02:34:34	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 6791.63 ms
[2022-04-25 02:34:41	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 6641.92 ms
[2022-04-25 02:34:48	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 6882.03 ms
[2022-04-25 02:34:57	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 6898.62 ms
[2022-04-25 02:35:03	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311778 | val_loss: 0.0311932 | Time: 6696.4 ms
[2022-04-25 02:35:10	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0341017 | val_loss: 0.0324076 | Time: 6919.23 ms
[2022-04-25 02:35:17	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0388728 | val_loss: 0.031341 | Time: 6604.02 ms
[2022-04-25 02:35:25	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.032192 | val_loss: 0.0314254 | Time: 7633.43 ms
[2022-04-25 02:35:33	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0313851 | val_loss: 0.0313252 | Time: 6973.07 ms
[2022-04-25 02:35:40	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312677 | val_loss: 0.0312522 | Time: 6950.13 ms
[2022-04-25 02:35:47	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0312419 | val_loss: 0.0312326 | Time: 6790.77 ms
[2022-04-25 02:35:55	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312292 | val_loss: 0.0312237 | Time: 6993.9 ms
[2022-04-25 02:36:02	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.031222 | val_loss: 0.0312178 | Time: 6897.78 ms
[2022-04-25 02:36:10	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312166 | val_loss: 0.031213 | Time: 6723.72 ms
[2022-04-25 02:36:17	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312122 | val_loss: 0.0312083 | Time: 7022.71 ms
[2022-04-25 02:36:24	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 6941 ms
[2022-04-25 02:36:31	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312045 | val_loss: 0.0312004 | Time: 6836.04 ms
[2022-04-25 02:36:38	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312009 | val_loss: 0.0311978 | Time: 7071.46 ms
[2022-04-25 02:36:45	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.031197 | val_loss: 0.0311936 | Time: 6788.25 ms
[2022-04-25 02:36:52	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 6677.72 ms
[2022-04-25 02:36:59	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0311891 | val_loss: 0.0311876 | Time: 7066.07 ms
[2022-04-25 02:37:06	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0311863 | val_loss: 0.0311859 | Time: 6774.33 ms
[2022-04-25 02:37:13	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0311854 | val_loss: 0.0311856 | Time: 6834.67 ms
[2022-04-25 02:37:20	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0311846 | val_loss: 0.031185 | Time: 6953.65 ms
[2022-04-25 02:37:28	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0311834 | val_loss: 0.031185 | Time: 6842.17 ms
[2022-04-25 02:37:37	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0311825 | val_loss: 0.0311836 | Time: 6861.89 ms
[2022-04-25 02:37:45	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 7233.73 ms
[2022-04-25 02:37:52	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0311845 | val_loss: 0.0311823 | Time: 7566.31 ms
[2022-04-25 02:37:59	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 6951.53 ms
[2022-04-25 02:38:07	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0311802 | val_loss: 0.0311828 | Time: 6992.87 ms
[2022-04-25 02:38:13	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311805 | val_loss: 0.0311819 | Time: 6788.91 ms
[2022-04-25 02:38:21	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311803 | val_loss: 0.0311822 | Time: 6861.49 ms
[2022-04-25 02:38:29	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311791 | val_loss: 0.0311808 | Time: 7301.27 ms
[2022-04-25 02:38:37	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311793 | val_loss: 0.0311812 | Time: 6845.23 ms
[2022-04-25 02:38:44	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0311793 | val_loss: 0.0311808 | Time: 6947.12 ms
[2022-04-25 02:38:51	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311786 | val_loss: 0.0311807 | Time: 7258.05 ms
[2022-04-25 02:38:58	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 6883.89 ms
[2022-04-25 02:39:05	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0311797 | val_loss: 0.0311858 | Time: 7256.55 ms
[2022-04-25 02:39:12	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0311787 | val_loss: 0.0311803 | Time: 7006.37 ms
[2022-04-25 02:39:20	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 6817.72 ms
[2022-04-25 02:39:28	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311771 | val_loss: 0.0311794 | Time: 7174.26 ms
[2022-04-25 02:39:37	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311765 | val_loss: 0.0311799 | Time: 7251.32 ms
[2022-04-25 02:39:44	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 6754.9 ms
[2022-04-25 02:39:51	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0311759 | val_loss: 0.0311794 | Time: 7028.28 ms
[2022-04-25 02:39:59	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311762 | val_loss: 0.03118 | Time: 7091.03 ms
[2022-04-25 02:40:06	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.031176 | val_loss: 0.031179 | Time: 6932.02 ms
[2022-04-25 02:40:14	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 7186.36 ms
[2022-04-25 02:40:21	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311756 | val_loss: 0.0311787 | Time: 6863.32 ms
[2022-04-25 02:40:28	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311757 | val_loss: 0.0311799 | Time: 6990.88 ms
[2022-04-25 02:40:35	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.031176 | val_loss: 0.0311793 | Time: 7121.66 ms
[2022-04-25 02:40:42	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 6900.6 ms
[2022-04-25 02:40:49	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 6840.47 ms
[2022-04-25 02:40:56	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 7073.68 ms
[2022-04-25 02:41:03	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0311757 | val_loss: 0.0311798 | Time: 6915.69 ms
[2022-04-25 02:41:10	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.031176 | val_loss: 0.0311791 | Time: 6981.73 ms
[2022-04-25 02:41:18	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311759 | val_loss: 0.03118 | Time: 6672.95 ms
[2022-04-25 02:41:25	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0311756 | val_loss: 0.0311799 | Time: 6944.12 ms
[2022-04-25 02:41:32	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311754 | val_loss: 0.0311789 | Time: 7025.01 ms
[2022-04-25 02:41:39	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 7004.05 ms
[2022-04-25 02:41:48	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0311766 | val_loss: 0.0311808 | Time: 7014.06 ms
[2022-04-25 02:41:55	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 7152.39 ms
[2022-04-25 02:42:03	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0311761 | val_loss: 0.0311776 | Time: 6898.98 ms
[2022-04-25 02:42:10	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0311767 | val_loss: 0.0311809 | Time: 6836.56 ms
[2022-04-25 02:42:17	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0311776 | val_loss: 0.0311855 | Time: 7031.72 ms
[2022-04-25 02:42:24	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 6996.04 ms
[2022-04-25 02:42:31	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.031176 | val_loss: 0.0311777 | Time: 6904.57 ms
[2022-04-25 02:42:38	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 7061.74 ms
[2022-04-25 02:42:46	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 6936.16 ms
[2022-04-25 02:42:53	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311752 | val_loss: 0.0311783 | Time: 7171.89 ms
[2022-04-25 02:43:01	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 7057.51 ms
[2022-04-25 02:43:08	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0311751 | val_loss: 0.031178 | Time: 6929.94 ms
[2022-04-25 02:43:16	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 6870.88 ms
[2022-04-25 02:43:24	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0311763 | val_loss: 0.0311776 | Time: 7167.66 ms
[2022-04-25 02:43:31	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0311752 | val_loss: 0.0311778 | Time: 6891.3 ms
[2022-04-25 02:43:40	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311754 | val_loss: 0.0311779 | Time: 8631.73 ms
[2022-04-25 02:43:48	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311761 | val_loss: 0.0311773 | Time: 7441.69 ms
[2022-04-25 02:43:58	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0311756 | val_loss: 0.0311781 | Time: 8232.03 ms
[2022-04-25 02:44:06	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.031176 | val_loss: 0.0311786 | Time: 7074.21 ms
[2022-04-25 02:44:13	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311782 | Time: 7424.16 ms
[2022-04-25 02:44:20	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311764 | val_loss: 0.0311777 | Time: 6736.57 ms
[2022-04-25 02:44:27	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 6856.95 ms
[2022-04-25 02:44:35	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311767 | Time: 7056.84 ms
[2022-04-25 02:44:42	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 6824.68 ms
[2022-04-25 02:44:49	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 6784.96 ms
[2022-04-25 02:44:56	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0311751 | val_loss: 0.0311787 | Time: 7025.76 ms
[2022-04-25 02:45:04	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0311768 | val_loss: 0.0311789 | Time: 6953.92 ms
[2022-04-25 02:45:12	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 6894.13 ms
[2022-04-25 02:45:19	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0311766 | val_loss: 0.0311789 | Time: 7111.51 ms
[2022-04-25 02:45:26	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 7051.49 ms
[2022-04-25 02:45:35	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.031177 | val_loss: 0.0311795 | Time: 6918.15 ms
[2022-04-25 02:45:43	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0311779 | val_loss: 0.0311771 | Time: 7052.86 ms
[2022-04-25 02:45:50	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 6923.39 ms
[2022-04-25 02:45:57	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.031175 | val_loss: 0.0311774 | Time: 6806.4 ms
[2022-04-25 02:46:04	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0311744 | val_loss: 0.0311774 | Time: 7218.95 ms
[2022-04-25 02:46:11	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 7001.67 ms
[2022-04-25 02:46:19	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 7350.69 ms
[2022-04-25 02:46:26	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 7302.59 ms
[2022-04-25 02:46:37	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 7167.13 ms
[2022-04-25 02:46:44	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.031175 | val_loss: 0.0311795 | Time: 6846.37 ms
[2022-04-25 02:46:51	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0311753 | val_loss: 0.0311782 | Time: 7101.43 ms
[2022-04-25 02:46:58	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0311749 | val_loss: 0.0311774 | Time: 6822.08 ms
[2022-04-25 02:47:06	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 7027.93 ms
[2022-04-25 02:47:14	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 7203.15 ms
[2022-04-25 02:47:21	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 6996.1 ms
[2022-04-25 02:47:28	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 6890.27 ms
[2022-04-25 02:47:35	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 7030.05 ms
[2022-04-25 02:47:42	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0311743 | val_loss: 0.0311772 | Time: 6804.8 ms
[2022-04-25 02:47:51	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0311763 | val_loss: 0.0311832 | Time: 6968.59 ms
[2022-04-25 02:47:58	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0311768 | val_loss: 0.031179 | Time: 7201.13 ms
[2022-04-25 02:48:05	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 7036.76 ms
[2022-04-25 02:48:12	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 6918.36 ms
[2022-04-25 02:48:20	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 7076.69 ms
[2022-04-25 02:48:27	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0311767 | val_loss: 0.0311786 | Time: 7058.71 ms
[2022-04-25 02:48:34	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0311758 | val_loss: 0.0311777 | Time: 7029.85 ms
[2022-04-25 02:48:41	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0311766 | val_loss: 0.0311783 | Time: 7045.23 ms
[2022-04-25 02:48:48	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.031176 | val_loss: 0.0311783 | Time: 7025.93 ms
[2022-04-25 02:48:55	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0311751 | val_loss: 0.0311795 | Time: 6800.97 ms
[2022-04-25 02:49:03	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 6899.19 ms
[2022-04-25 02:49:10	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 7062.61 ms
[2022-04-25 02:49:17	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.031176 | val_loss: 0.0311802 | Time: 6972.77 ms
[2022-04-25 02:49:26	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 7026.42 ms
[2022-04-25 02:49:33	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0311755 | val_loss: 0.0311784 | Time: 6968.21 ms
[2022-04-25 02:49:40	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 6767.92 ms
[2022-04-25 02:49:47	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.0311769 | val_loss: 0.0311837 | Time: 7028.9 ms
[2022-04-25 02:49:54	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.031177 | val_loss: 0.0311793 | Time: 7109.05 ms
[2022-04-25 02:50:01	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0311761 | val_loss: 0.031179 | Time: 6652.41 ms
[2022-04-25 02:50:09	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 6924.61 ms
[2022-04-25 02:50:16	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0311765 | val_loss: 0.0311802 | Time: 7178.72 ms
[2022-04-25 02:50:24	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 6876.5 ms
[2022-04-25 02:50:31	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 6935.55 ms
[2022-04-25 02:50:38	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 7064.11 ms
[2022-04-25 02:50:44	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.031176 | val_loss: 0.0311788 | Time: 6023.76 ms
[2022-04-25 02:50:53	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 8910.5 ms
[2022-04-25 02:51:00	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0311753 | val_loss: 0.031178 | Time: 6893.72 ms
[2022-04-25 02:51:07	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 6829.23 ms
[2022-04-25 02:51:14	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 7020.12 ms
[2022-04-25 02:51:21	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 6810.02 ms
[2022-04-25 02:51:28	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0311753 | val_loss: 0.0311778 | Time: 6822.72 ms
[2022-04-25 02:51:36	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 7196.69 ms
[2022-04-25 02:51:43	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0311755 | val_loss: 0.0311792 | Time: 6981.22 ms
[2022-04-25 02:51:50	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0311748 | val_loss: 0.0311776 | Time: 7021.07 ms
[2022-04-25 02:51:58	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0311743 | val_loss: 0.0311802 | Time: 7059.36 ms
[2022-04-25 02:52:06	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0311752 | val_loss: 0.0311786 | Time: 6892.54 ms
[2022-04-25 02:52:13	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 7062.46 ms
[2022-04-25 02:52:21	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.031177 | val_loss: 0.031178 | Time: 7267.52 ms
[2022-04-25 02:52:28	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0311756 | val_loss: 0.0311782 | Time: 7011.51 ms
[2022-04-25 02:52:36	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 7109.6 ms
[2022-04-25 02:52:43	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0311761 | val_loss: 0.0311775 | Time: 7232.35 ms
[2022-04-25 02:52:50	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0311746 | val_loss: 0.031178 | Time: 7019.63 ms
[2022-04-25 02:52:58	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0311758 | val_loss: 0.031179 | Time: 6892.48 ms
[2022-04-25 02:53:04	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 6852.9 ms
[2022-04-25 02:53:13	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0311767 | val_loss: 0.0311781 | Time: 7086.81 ms
[2022-04-25 02:53:20	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0311783 | val_loss: 0.031182 | Time: 7106.99 ms
[2022-04-25 02:53:27	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0311777 | val_loss: 0.0311766 | Time: 6744.47 ms
[2022-04-25 02:53:34	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0311757 | val_loss: 0.0311775 | Time: 6846.44 ms
[2022-04-25 02:53:42	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0311758 | val_loss: 0.0311792 | Time: 7158.2 ms
[2022-04-25 02:53:49	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 7095.79 ms
[2022-04-25 02:53:56	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0311758 | val_loss: 0.031179 | Time: 7094.73 ms
[2022-04-25 02:54:03	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0311753 | val_loss: 0.0311777 | Time: 6953.18 ms
[2022-04-25 02:54:10	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0311745 | val_loss: 0.0311774 | Time: 7039.42 ms
[2022-04-25 02:54:20	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 6854.14 ms
[2022-04-25 02:54:29	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 7142.68 ms
[2022-04-25 02:54:36	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.031176 | val_loss: 0.0311774 | Time: 7063.56 ms
[2022-04-25 02:54:43	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0311749 | val_loss: 0.0311776 | Time: 7043.6 ms
[2022-04-25 02:54:50	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 7056.85 ms
[2022-04-25 02:54:57	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 6912.2 ms
[2022-04-25 02:55:04	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0311749 | val_loss: 0.0311804 | Time: 7026.44 ms
[2022-04-25 02:55:11	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0311758 | val_loss: 0.0311787 | Time: 7068.56 ms
[2022-04-25 02:55:19	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.031175 | val_loss: 0.0311774 | Time: 6965.63 ms
[2022-04-25 02:55:26	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 7017.96 ms
[2022-04-25 02:55:33	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0311756 | val_loss: 0.0311774 | Time: 6975.3 ms
[2022-04-25 02:55:40	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0311749 | val_loss: 0.0311771 | Time: 7019.31 ms
[2022-04-25 02:55:47	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0311755 | val_loss: 0.0311814 | Time: 7132.23 ms
[2022-04-25 02:55:54	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 6972.9 ms
[2022-04-25 02:56:02	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0311751 | val_loss: 0.0311772 | Time: 7245.1 ms
[2022-04-25 02:56:09	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0311744 | val_loss: 0.0311774 | Time: 6991.52 ms
[2022-04-25 02:56:16	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0311747 | val_loss: 0.0311782 | Time: 6914.17 ms
[2022-04-25 02:56:23	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 7078.01 ms
[2022-04-25 02:56:30	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 6783.82 ms
[2022-04-25 02:56:37	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 6973.97 ms
[2022-04-25 02:56:44	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0311761 | val_loss: 0.0311808 | Time: 6988.26 ms
[2022-04-25 02:56:52	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0311774 | val_loss: 0.0311785 | Time: 7166.42 ms
[2022-04-25 02:56:59	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 7103.02 ms
[2022-04-25 02:57:06	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0311756 | val_loss: 0.0311812 | Time: 6839.09 ms
[2022-04-25 02:57:14	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0311758 | val_loss: 0.031178 | Time: 6923.76 ms
[2022-04-25 02:57:20	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 6918.29 ms
[2022-04-25 02:57:28	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0311755 | val_loss: 0.0311797 | Time: 7050.79 ms
[2022-04-25 02:57:35	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0311758 | val_loss: 0.0311778 | Time: 7013.76 ms
[2022-04-25 02:57:44	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 7335.05 ms
[2022-04-25 02:57:51	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0311755 | val_loss: 0.0311778 | Time: 6884.05 ms
[2022-04-25 02:57:58	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0311745 | val_loss: 0.0311781 | Time: 7169.64 ms
[2022-04-25 02:58:05	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0311742 | val_loss: 0.031178 | Time: 7140.8 ms
[2022-04-25 02:58:13	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0311749 | val_loss: 0.0311801 | Time: 7313.87 ms
[2022-04-25 02:58:20	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0311762 | val_loss: 0.0311772 | Time: 7282.29 ms
[2022-04-25 02:58:27	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0311752 | val_loss: 0.0311781 | Time: 7100.63 ms
[2022-04-25 02:58:35	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0311768 | val_loss: 0.0311823 | Time: 7244.49 ms
[2022-04-25 02:58:42	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0311774 | val_loss: 0.0311823 | Time: 7234.26 ms
[2022-04-25 02:58:49	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 7012.02 ms
[2022-04-25 02:58:57	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.0311756 | val_loss: 0.0311777 | Time: 7312.49 ms
[2022-04-25 02:59:04	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.031176 | val_loss: 0.0311801 | Time: 7054.3 ms
[2022-04-25 02:59:11	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0311758 | val_loss: 0.031177 | Time: 7141.51 ms
[2022-04-25 02:59:20	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 7041.76 ms
[2022-04-25 02:59:24	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311774 | Time: 4453.22 ms
[2022-04-25 02:59:30	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0311753 | val_loss: 0.0311875 | Time: 6067.27 ms
[2022-04-25 02:59:35	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.031177 | val_loss: 0.0311799 | Time: 4317.79 ms
[2022-04-25 02:59:39	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0311762 | val_loss: 0.0311766 | Time: 3750.63 ms
[2022-04-25 02:59:43	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 4110.79 ms
[2022-04-25 02:59:47	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 4173.87 ms
[2022-04-25 02:59:51	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0311755 | val_loss: 0.031179 | Time: 4101.03 ms
[2022-04-25 02:59:55	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 3422.67 ms
[2022-04-25 02:59:59	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0311747 | val_loss: 0.0311758 | Time: 4162.45 ms
[2022-04-25 03:00:03	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.0311746 | val_loss: 0.0311787 | Time: 3395.56 ms
[2022-04-25 03:00:06	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 3292.14 ms
[2022-04-25 03:00:09	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 3296.55 ms
[2022-04-25 03:00:13	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 3827.92 ms
[2022-04-25 03:00:17	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.0311763 | val_loss: 0.0311789 | Time: 3622.99 ms
[2022-04-25 03:00:21	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.031175 | val_loss: 0.0311786 | Time: 3789.14 ms
[2022-04-25 03:00:26	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0311762 | val_loss: 0.031182 | Time: 4095.33 ms
[2022-04-25 03:00:30	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 4442.58 ms
[2022-04-25 03:00:34	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 3793.68 ms
[2022-04-25 03:00:38	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0311757 | val_loss: 0.0311821 | Time: 3905.14 ms
[2022-04-25 03:00:42	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0311747 | val_loss: 0.031178 | Time: 3676.48 ms
[2022-04-25 03:00:46	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 3695.48 ms
[2022-04-25 03:00:50	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0311742 | val_loss: 0.0311782 | Time: 4091.65 ms
[2022-04-25 03:00:59	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0311745 | val_loss: 0.0311778 | Time: 9016.7 ms
[2022-04-25 03:01:08	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311769 | Time: 8753.55 ms
[2022-04-25 03:01:15	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0311741 | val_loss: 0.0311777 | Time: 7128.92 ms
[2022-04-25 03:01:23	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0311745 | val_loss: 0.0311766 | Time: 7004.14 ms
[2022-04-25 03:01:30	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 7273.46 ms
[2022-04-25 03:01:37	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 6947.35 ms
[2022-04-25 03:01:45	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 6666.3 ms
[2022-04-25 03:01:52	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0311754 | val_loss: 0.0311774 | Time: 6883.52 ms
[2022-04-25 03:01:59	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0311758 | val_loss: 0.0311818 | Time: 7272.85 ms
[2022-04-25 03:02:06	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0311758 | val_loss: 0.0311773 | Time: 6667.37 ms
[2022-04-25 03:02:13	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0311748 | val_loss: 0.0311773 | Time: 7084.21 ms
[2022-04-25 03:02:20	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0311767 | val_loss: 0.0311766 | Time: 7047.28 ms
[2022-04-25 03:02:27	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 6829.47 ms
[2022-04-25 03:02:35	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 7132.41 ms
[2022-04-25 03:02:42	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.031177 | val_loss: 0.0311793 | Time: 6962.31 ms
[2022-04-25 03:02:49	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0311751 | val_loss: 0.0311785 | Time: 6759.77 ms
[2022-04-25 03:02:57	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 7207.97 ms
[2022-04-25 03:02:57	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311787
[2022-04-25 03:02:57	                main:603]	:	INFO	:	Saving end state to config to file
[2022-04-25 03:02:57	                main:608]	:	INFO	:	Success, exiting..
03:02:57 (9624): 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)