Task 6642979

Name ParityMachine-1627981324-19934-2_0
Workunit 4392956
Created 15 Aug 2021, 8:38:52 UTC
Sent 21 Aug 2021, 8:33:17 UTC
Report deadline 28 Aug 2021, 8:33:17 UTC
Received 21 Aug 2021, 16:57:45 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 11505
Run time 2 hours 5 min 1 sec
CPU time 1 hours 55 min 38 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 5,188.10 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.10 GB
Peak swap size 4.37 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
: 0.0311844 | Time: 3746.1 ms
[2021-08-21 17:25:47	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0310011 | val_loss: 0.0311692 | Time: 3204.86 ms
[2021-08-21 17:25:50	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0309945 | val_loss: 0.0311839 | Time: 3806.3 ms
[2021-08-21 17:25:54	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0309899 | val_loss: 0.0311811 | Time: 3385.49 ms
[2021-08-21 17:25:58	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0309889 | val_loss: 0.0311959 | Time: 4194.13 ms
[2021-08-21 17:26:01	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0309899 | val_loss: 0.0311578 | Time: 3300.17 ms
[2021-08-21 17:26:05	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0309878 | val_loss: 0.0311898 | Time: 3425.12 ms
[2021-08-21 17:26:09	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0309834 | val_loss: 0.031173 | Time: 3897.23 ms
[2021-08-21 17:26:12	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0309799 | val_loss: 0.0311912 | Time: 3520 ms
[2021-08-21 17:26:16	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0309803 | val_loss: 0.0312 | Time: 3953.99 ms
[2021-08-21 17:26:19	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0309957 | val_loss: 0.0311567 | Time: 3142.04 ms
[2021-08-21 17:26:23	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0309965 | val_loss: 0.0311585 | Time: 4080.87 ms
[2021-08-21 17:26:27	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.030995 | val_loss: 0.0311678 | Time: 3357.61 ms
[2021-08-21 17:26:31	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0309925 | val_loss: 0.031161 | Time: 4139.94 ms
[2021-08-21 17:26:34	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0309911 | val_loss: 0.031182 | Time: 3138.27 ms
[2021-08-21 17:26:38	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0309822 | val_loss: 0.0311883 | Time: 3693.28 ms
[2021-08-21 17:26:41	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0309733 | val_loss: 0.0311708 | Time: 3525.71 ms
[2021-08-21 17:26:45	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0309771 | val_loss: 0.0311964 | Time: 3255.25 ms
[2021-08-21 17:26:49	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0309777 | val_loss: 0.0311936 | Time: 4057.82 ms
[2021-08-21 17:26:52	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0309823 | val_loss: 0.0311852 | Time: 3168.19 ms
[2021-08-21 17:26:56	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0309724 | val_loss: 0.0311943 | Time: 4163.68 ms
[2021-08-21 17:26:59	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0309861 | val_loss: 0.0311782 | Time: 3386.99 ms
[2021-08-21 17:27:04	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.030995 | val_loss: 0.0311726 | Time: 4024.42 ms
[2021-08-21 17:27:07	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0309929 | val_loss: 0.0311612 | Time: 3273.13 ms
[2021-08-21 17:27:11	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0309828 | val_loss: 0.0312032 | Time: 3846.34 ms
[2021-08-21 17:27:14	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0309775 | val_loss: 0.0311895 | Time: 3476.68 ms
[2021-08-21 17:27:18	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0309725 | val_loss: 0.0311993 | Time: 3477.51 ms
[2021-08-21 17:27:22	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0309636 | val_loss: 0.0311977 | Time: 3810.09 ms
[2021-08-21 17:27:25	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0309671 | val_loss: 0.0311916 | Time: 3303.08 ms
[2021-08-21 17:27:29	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0309731 | val_loss: 0.0311721 | Time: 4224.08 ms
[2021-08-21 17:27:32	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0309764 | val_loss: 0.031204 | Time: 3166.88 ms
[2021-08-21 17:27:36	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0309696 | val_loss: 0.0311972 | Time: 3832.17 ms
[2021-08-21 17:27:39	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0309671 | val_loss: 0.0311995 | Time: 3265.77 ms
[2021-08-21 17:27:43	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310262 | val_loss: 0.0311467 | Time: 3368.49 ms
[2021-08-21 17:27:47	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0310193 | val_loss: 0.0311797 | Time: 3811.97 ms
[2021-08-21 17:27:50	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0310002 | val_loss: 0.0311821 | Time: 3061.92 ms
[2021-08-21 17:27:54	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0309852 | val_loss: 0.0311621 | Time: 4396.76 ms
[2021-08-21 17:27:58	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0309775 | val_loss: 0.0311677 | Time: 3718.53 ms
[2021-08-21 17:28:02	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0309851 | val_loss: 0.0311818 | Time: 3992.51 ms
[2021-08-21 17:28:05	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0309801 | val_loss: 0.0311758 | Time: 3050.35 ms
[2021-08-21 17:28:09	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0309729 | val_loss: 0.0311915 | Time: 3798.08 ms
[2021-08-21 17:28:12	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0309711 | val_loss: 0.0311934 | Time: 3365.15 ms
[2021-08-21 17:28:16	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0309662 | val_loss: 0.0311791 | Time: 3403.43 ms
[2021-08-21 17:28:19	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0309771 | val_loss: 0.0311881 | Time: 3804.35 ms
[2021-08-21 17:28:23	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0309788 | val_loss: 0.0311798 | Time: 3146.85 ms
[2021-08-21 17:28:26	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0309752 | val_loss: 0.0311762 | Time: 3791.61 ms
[2021-08-21 17:28:30	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0309727 | val_loss: 0.0311977 | Time: 3416.84 ms
[2021-08-21 17:28:34	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0309698 | val_loss: 0.0311957 | Time: 3790.43 ms
[2021-08-21 17:28:37	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0309726 | val_loss: 0.0311884 | Time: 3571.04 ms
[2021-08-21 17:28:40	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0309637 | val_loss: 0.0312135 | Time: 3298.06 ms
[2021-08-21 17:28:44	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0309591 | val_loss: 0.0312064 | Time: 3972.35 ms
[2021-08-21 17:28:48	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0309713 | val_loss: 0.031189 | Time: 3210.55 ms
[2021-08-21 17:28:52	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0309741 | val_loss: 0.0311795 | Time: 4043.11 ms
[2021-08-21 17:28:55	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0309856 | val_loss: 0.0312047 | Time: 3147.44 ms
[2021-08-21 17:28:59	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0309807 | val_loss: 0.0311937 | Time: 3896.9 ms
[2021-08-21 17:29:02	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0309686 | val_loss: 0.031205 | Time: 3579.32 ms
[2021-08-21 17:29:06	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0309622 | val_loss: 0.0312023 | Time: 3500.9 ms
[2021-08-21 17:29:10	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0309663 | val_loss: 0.0311874 | Time: 3809.87 ms
[2021-08-21 17:29:13	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0309577 | val_loss: 0.0311889 | Time: 3148.49 ms
[2021-08-21 17:29:17	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0309709 | val_loss: 0.0312175 | Time: 3789.12 ms
[2021-08-21 17:29:20	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0309735 | val_loss: 0.0311809 | Time: 3516.31 ms
[2021-08-21 17:29:24	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0309654 | val_loss: 0.0311992 | Time: 3666.3 ms
[2021-08-21 17:29:28	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0309637 | val_loss: 0.0311873 | Time: 3578.93 ms
[2021-08-21 17:29:31	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0309677 | val_loss: 0.0312059 | Time: 3578.35 ms
[2021-08-21 17:29:35	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0309761 | val_loss: 0.0312164 | Time: 3721.88 ms
[2021-08-21 17:29:38	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0309824 | val_loss: 0.03121 | Time: 3100.68 ms
[2021-08-21 17:29:42	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0309806 | val_loss: 0.0312043 | Time: 4096.97 ms
[2021-08-21 17:29:45	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0309841 | val_loss: 0.0311749 | Time: 3149.66 ms
[2021-08-21 17:29:49	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0309976 | val_loss: 0.0311832 | Time: 3522.03 ms
[2021-08-21 17:29:53	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0309857 | val_loss: 0.0311862 | Time: 3747.99 ms
[2021-08-21 17:29:56	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0309806 | val_loss: 0.0311987 | Time: 3198 ms
[2021-08-21 17:30:00	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0309771 | val_loss: 0.0311983 | Time: 4163.5 ms
[2021-08-21 17:30:03	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.030965 | val_loss: 0.0312063 | Time: 3276.89 ms
[2021-08-21 17:30:07	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0309657 | val_loss: 0.0311872 | Time: 4043.08 ms
[2021-08-21 17:30:11	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0309726 | val_loss: 0.0312257 | Time: 3335.29 ms
[2021-08-21 17:30:14	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0309678 | val_loss: 0.0311889 | Time: 3775.02 ms
[2021-08-21 17:30:18	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0309658 | val_loss: 0.0312108 | Time: 3535.61 ms
[2021-08-21 17:30:22	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0309564 | val_loss: 0.031193 | Time: 3568.2 ms
[2021-08-21 17:30:25	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0309624 | val_loss: 0.0312067 | Time: 3759.53 ms
[2021-08-21 17:30:30	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0309594 | val_loss: 0.0311774 | Time: 4280.55 ms
[2021-08-21 17:30:33	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0309578 | val_loss: 0.0311794 | Time: 3582.9 ms
[2021-08-21 17:30:37	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0309661 | val_loss: 0.0312229 | Time: 3746.89 ms
[2021-08-21 17:30:41	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0309679 | val_loss: 0.0312126 | Time: 3545.89 ms
[2021-08-21 17:30:44	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0309655 | val_loss: 0.0311976 | Time: 3250.51 ms
[2021-08-21 17:30:48	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0309663 | val_loss: 0.0311898 | Time: 3858.93 ms
[2021-08-21 17:30:51	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0309571 | val_loss: 0.0312156 | Time: 3135.07 ms
[2021-08-21 17:30:55	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.030956 | val_loss: 0.0311922 | Time: 3876.5 ms
[2021-08-21 17:30:59	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0309567 | val_loss: 0.031225 | Time: 4165.86 ms
[2021-08-21 17:31:03	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0309528 | val_loss: 0.0311969 | Time: 3915.94 ms
[2021-08-21 17:31:06	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0309597 | val_loss: 0.0311799 | Time: 3222.01 ms
[2021-08-21 17:31:10	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0309577 | val_loss: 0.0312058 | Time: 4091.03 ms
[2021-08-21 17:31:13	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0309668 | val_loss: 0.0311898 | Time: 3227.69 ms
[2021-08-21 17:31:17	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0309604 | val_loss: 0.0311854 | Time: 3709.46 ms
[2021-08-21 17:31:21	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0309598 | val_loss: 0.0312166 | Time: 3655.83 ms
[2021-08-21 17:31:24	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0309529 | val_loss: 0.0312452 | Time: 3455.33 ms
[2021-08-21 17:31:28	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0309594 | val_loss: 0.0312178 | Time: 3760.76 ms
[2021-08-21 17:31:31	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0309582 | val_loss: 0.0312147 | Time: 3368.8 ms
[2021-08-21 17:31:35	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0309646 | val_loss: 0.0311855 | Time: 3991.21 ms
[2021-08-21 17:31:39	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0309555 | val_loss: 0.0311817 | Time: 3155.62 ms
[2021-08-21 17:31:42	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0309576 | val_loss: 0.0311888 | Time: 3651.04 ms
[2021-08-21 17:31:46	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0309602 | val_loss: 0.0311927 | Time: 3480.44 ms
[2021-08-21 17:31:49	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0309557 | val_loss: 0.0312033 | Time: 3151.27 ms
[2021-08-21 17:31:53	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0309545 | val_loss: 0.0311954 | Time: 3985.6 ms
[2021-08-21 17:31:56	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0309585 | val_loss: 0.0312001 | Time: 3428.14 ms
[2021-08-21 17:32:01	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0309619 | val_loss: 0.0312359 | Time: 4390.75 ms
[2021-08-21 17:32:04	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0309626 | val_loss: 0.0311876 | Time: 3104.53 ms
[2021-08-21 17:32:08	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0309598 | val_loss: 0.0312164 | Time: 3936.09 ms
[2021-08-21 17:32:11	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0309574 | val_loss: 0.0311739 | Time: 3208.66 ms
[2021-08-21 17:32:14	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0309502 | val_loss: 0.0312448 | Time: 3275.7 ms
[2021-08-21 17:32:18	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0309617 | val_loss: 0.0312076 | Time: 3808.85 ms
[2021-08-21 17:32:21	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0309648 | val_loss: 0.0311905 | Time: 3148.88 ms
[2021-08-21 17:32:25	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.030976 | val_loss: 0.0311987 | Time: 3768.97 ms
[2021-08-21 17:32:29	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0309815 | val_loss: 0.0311851 | Time: 3728.16 ms
[2021-08-21 17:32:33	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0309869 | val_loss: 0.0311944 | Time: 3716.49 ms
[2021-08-21 17:32:36	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0309746 | val_loss: 0.0311715 | Time: 3561.16 ms
[2021-08-21 17:32:40	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0309828 | val_loss: 0.0311895 | Time: 3661.55 ms
[2021-08-21 17:32:44	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0309835 | val_loss: 0.0311723 | Time: 3756.25 ms
[2021-08-21 17:32:47	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0310026 | val_loss: 0.0311697 | Time: 3645.02 ms
[2021-08-21 17:32:51	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0309993 | val_loss: 0.0311694 | Time: 3907.1 ms
[2021-08-21 17:32:55	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.030985 | val_loss: 0.0312004 | Time: 3608.26 ms
[2021-08-21 17:32:59	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0309882 | val_loss: 0.0311888 | Time: 4080.98 ms
[2021-08-21 17:33:03	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0309715 | val_loss: 0.0312137 | Time: 3566.04 ms
[2021-08-21 17:33:06	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0309692 | val_loss: 0.0311929 | Time: 3690.04 ms
[2021-08-21 17:33:09	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0309659 | val_loss: 0.0312121 | Time: 3137.81 ms
[2021-08-21 17:33:13	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0309674 | val_loss: 0.0311865 | Time: 3733.2 ms
[2021-08-21 17:33:17	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0309697 | val_loss: 0.0311816 | Time: 3353.15 ms
[2021-08-21 17:33:20	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0309691 | val_loss: 0.0311962 | Time: 3408.49 ms
[2021-08-21 17:33:24	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0309744 | val_loss: 0.0311946 | Time: 3838.32 ms
[2021-08-21 17:33:27	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0309617 | val_loss: 0.0311931 | Time: 3089.52 ms
[2021-08-21 17:33:31	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.030956 | val_loss: 0.0312078 | Time: 4038.95 ms
[2021-08-21 17:33:34	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.030971 | val_loss: 0.0311732 | Time: 3323.75 ms
[2021-08-21 17:33:38	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0309838 | val_loss: 0.0311962 | Time: 3695.42 ms
[2021-08-21 17:33:42	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0309577 | val_loss: 0.0311947 | Time: 3505.73 ms
[2021-08-21 17:33:45	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0309553 | val_loss: 0.031212 | Time: 3315.97 ms
[2021-08-21 17:33:49	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0309563 | val_loss: 0.0312394 | Time: 3888.76 ms
[2021-08-21 17:33:52	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0309585 | val_loss: 0.0311875 | Time: 3110.13 ms
[2021-08-21 17:33:56	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0309556 | val_loss: 0.0312158 | Time: 4040.14 ms
[2021-08-21 17:34:00	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0309743 | val_loss: 0.0312066 | Time: 3642.24 ms
[2021-08-21 17:34:04	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0309684 | val_loss: 0.0312106 | Time: 3956.29 ms
[2021-08-21 17:34:07	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0309659 | val_loss: 0.0312051 | Time: 3403.6 ms
[2021-08-21 17:34:11	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0309562 | val_loss: 0.0312346 | Time: 3594.32 ms
[2021-08-21 17:34:14	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0309561 | val_loss: 0.0312103 | Time: 3633.52 ms
[2021-08-21 17:34:18	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.030954 | val_loss: 0.0312201 | Time: 3277.68 ms
[2021-08-21 17:34:22	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0309514 | val_loss: 0.0312068 | Time: 4025.34 ms
[2021-08-21 17:34:25	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0309575 | val_loss: 0.031205 | Time: 3198.68 ms
[2021-08-21 17:34:29	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0309603 | val_loss: 0.0312164 | Time: 3957.56 ms
[2021-08-21 17:34:32	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0309483 | val_loss: 0.0312085 | Time: 3558.91 ms
[2021-08-21 17:34:36	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0309712 | val_loss: 0.0312406 | Time: 3983.69 ms
[2021-08-21 17:34:40	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0309636 | val_loss: 0.0312011 | Time: 3332.18 ms
[2021-08-21 17:34:43	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.030956 | val_loss: 0.0311967 | Time: 3515.98 ms
[2021-08-21 17:34:47	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0309614 | val_loss: 0.0312118 | Time: 3649.14 ms
[2021-08-21 17:34:50	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0309593 | val_loss: 0.0312075 | Time: 3242.81 ms
[2021-08-21 17:34:54	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0309548 | val_loss: 0.0312282 | Time: 3901.57 ms
[2021-08-21 17:34:57	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0309532 | val_loss: 0.0312179 | Time: 3252.23 ms
[2021-08-21 17:35:02	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.030954 | val_loss: 0.0311918 | Time: 4190.69 ms
[2021-08-21 17:35:05	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.030969 | val_loss: 0.0312318 | Time: 3390.04 ms
[2021-08-21 17:35:08	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0309647 | val_loss: 0.0312125 | Time: 3481.39 ms
[2021-08-21 17:35:12	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0309655 | val_loss: 0.0311894 | Time: 3682.15 ms
[2021-08-21 17:35:15	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0309762 | val_loss: 0.0311974 | Time: 3198.86 ms
[2021-08-21 17:35:19	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0309636 | val_loss: 0.0312025 | Time: 3908.91 ms
[2021-08-21 17:35:23	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0309583 | val_loss: 0.031182 | Time: 3275.78 ms
[2021-08-21 17:35:26	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0309544 | val_loss: 0.0312228 | Time: 3843.8 ms
[2021-08-21 17:35:30	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0309613 | val_loss: 0.0312009 | Time: 3820.04 ms
[2021-08-21 17:35:34	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0309586 | val_loss: 0.0312043 | Time: 3920.33 ms
[2021-08-21 17:35:38	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0309531 | val_loss: 0.0312039 | Time: 3453.96 ms
[2021-08-21 17:35:41	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.030955 | val_loss: 0.0311938 | Time: 3666.61 ms
[2021-08-21 17:35:45	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.030952 | val_loss: 0.0312206 | Time: 3675.67 ms
[2021-08-21 17:35:48	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.030955 | val_loss: 0.0311962 | Time: 3263.77 ms
[2021-08-21 17:35:52	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0309745 | val_loss: 0.0312136 | Time: 3956.87 ms
[2021-08-21 17:35:55	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0309694 | val_loss: 0.031188 | Time: 3209.04 ms
[2021-08-21 17:35:59	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0309627 | val_loss: 0.0312031 | Time: 3905.94 ms
[2021-08-21 17:36:03	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0309626 | val_loss: 0.0311852 | Time: 3596.49 ms
[2021-08-21 17:36:07	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0309609 | val_loss: 0.031207 | Time: 3932.34 ms
[2021-08-21 17:36:10	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0309572 | val_loss: 0.0312247 | Time: 3395.47 ms
[2021-08-21 17:36:14	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0309607 | val_loss: 0.0311992 | Time: 3476.67 ms
[2021-08-21 17:36:18	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0309496 | val_loss: 0.0312156 | Time: 3803.48 ms
[2021-08-21 17:36:21	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0309488 | val_loss: 0.0312056 | Time: 3226 ms
[2021-08-21 17:36:25	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0309614 | val_loss: 0.0312052 | Time: 3848.54 ms
[2021-08-21 17:36:28	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.030959 | val_loss: 0.0311951 | Time: 3314.34 ms
[2021-08-21 17:36:32	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0309504 | val_loss: 0.0312049 | Time: 4018.9 ms
[2021-08-21 17:36:36	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.030956 | val_loss: 0.0312101 | Time: 3364.82 ms
[2021-08-21 17:36:39	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0309603 | val_loss: 0.0311877 | Time: 3490.16 ms
[2021-08-21 17:36:43	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.030958 | val_loss: 0.0311957 | Time: 3711.4 ms
[2021-08-21 17:36:46	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0309563 | val_loss: 0.0312309 | Time: 3076.09 ms
[2021-08-21 17:36:50	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0309823 | val_loss: 0.031209 | Time: 3877.07 ms
[2021-08-21 17:36:53	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.030987 | val_loss: 0.0312162 | Time: 3345.66 ms
[2021-08-21 17:36:56	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0309666 | val_loss: 0.0311982 | Time: 3192.28 ms
[2021-08-21 17:37:00	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0309618 | val_loss: 0.0311764 | Time: 4098.56 ms
[2021-08-21 17:37:04	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0309577 | val_loss: 0.0312119 | Time: 3134.87 ms
[2021-08-21 17:37:08	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0309532 | val_loss: 0.0312027 | Time: 4044.11 ms
[2021-08-21 17:37:11	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0309618 | val_loss: 0.0311987 | Time: 3280.46 ms
[2021-08-21 17:37:15	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0309559 | val_loss: 0.0312264 | Time: 3887.4 ms
[2021-08-21 17:37:18	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.030952 | val_loss: 0.0311885 | Time: 3468.85 ms
[2021-08-21 17:37:22	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0309479 | val_loss: 0.0312116 | Time: 3358.26 ms
[2021-08-21 17:37:26	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0309501 | val_loss: 0.0311932 | Time: 3907.77 ms
[2021-08-21 17:37:29	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0309413 | val_loss: 0.0312333 | Time: 3135.29 ms
[2021-08-21 17:37:33	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0309387 | val_loss: 0.031209 | Time: 4242.58 ms
[2021-08-21 17:37:36	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0309417 | val_loss: 0.0312086 | Time: 3214.06 ms
[2021-08-21 17:37:40	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.030948 | val_loss: 0.031198 | Time: 3875.5 ms
[2021-08-21 17:37:44	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0309621 | val_loss: 0.0312296 | Time: 3432.55 ms
[2021-08-21 17:37:47	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0309694 | val_loss: 0.0311953 | Time: 3501.34 ms
[2021-08-21 17:37:51	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0310138 | val_loss: 0.0311786 | Time: 3752.13 ms
[2021-08-21 17:37:54	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0310048 | val_loss: 0.0311841 | Time: 3154.18 ms
[2021-08-21 17:37:58	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.030989 | val_loss: 0.0311894 | Time: 4087.06 ms
[2021-08-21 17:38:01	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.030969 | val_loss: 0.0312273 | Time: 3320.15 ms
[2021-08-21 17:38:05	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0309619 | val_loss: 0.0312196 | Time: 3909.58 ms
[2021-08-21 17:38:09	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0309651 | val_loss: 0.0311976 | Time: 3312.98 ms
[2021-08-21 17:38:12	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0309549 | val_loss: 0.0312107 | Time: 3491.08 ms
[2021-08-21 17:38:16	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0309472 | val_loss: 0.0312033 | Time: 3693.83 ms
[2021-08-21 17:38:19	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0309474 | val_loss: 0.0312229 | Time: 3188.49 ms
[2021-08-21 17:38:23	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0309567 | val_loss: 0.031185 | Time: 4059.95 ms
[2021-08-21 17:38:26	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0309703 | val_loss: 0.0311922 | Time: 3175.47 ms
[2021-08-21 17:38:30	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0309678 | val_loss: 0.0311817 | Time: 3434.47 ms
[2021-08-21 17:38:34	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0309485 | val_loss: 0.031202 | Time: 3813.51 ms
[2021-08-21 17:38:37	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.030949 | val_loss: 0.0311961 | Time: 3204.65 ms
[2021-08-21 17:38:41	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0309537 | val_loss: 0.0312325 | Time: 4060.57 ms
[2021-08-21 17:38:44	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.030961 | val_loss: 0.0312192 | Time: 3146.54 ms
[2021-08-21 17:38:48	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.030956 | val_loss: 0.0311796 | Time: 4172.85 ms
[2021-08-21 17:38:52	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0309644 | val_loss: 0.0311961 | Time: 3277.43 ms
[2021-08-21 17:38:55	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0309611 | val_loss: 0.031197 | Time: 3840.27 ms
[2021-08-21 17:38:59	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.030955 | val_loss: 0.0312005 | Time: 3482.32 ms
[2021-08-21 17:39:02	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0309522 | val_loss: 0.0312129 | Time: 3557.8 ms
[2021-08-21 17:39:06	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0309522 | val_loss: 0.0311778 | Time: 3722.52 ms
[2021-08-21 17:39:09	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0309811 | val_loss: 0.0311814 | Time: 3095.74 ms
[2021-08-21 17:39:13	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.031056 | val_loss: 0.031163 | Time: 3648.54 ms
[2021-08-21 17:39:16	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0310467 | val_loss: 0.0311435 | Time: 3431.34 ms
[2021-08-21 17:39:19	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0310309 | val_loss: 0.0311587 | Time: 3091.72 ms
[2021-08-21 17:39:23	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0310159 | val_loss: 0.0311831 | Time: 3852.3 ms
[2021-08-21 17:39:27	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0310025 | val_loss: 0.0311659 | Time: 3207.22 ms
[2021-08-21 17:39:30	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0309913 | val_loss: 0.0311851 | Time: 3285.1 ms
[2021-08-21 17:39:34	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0309793 | val_loss: 0.0311801 | Time: 4079.15 ms
[2021-08-21 17:39:37	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0309834 | val_loss: 0.0311809 | Time: 3296.67 ms
[2021-08-21 17:39:41	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0309787 | val_loss: 0.0311973 | Time: 3965.97 ms
[2021-08-21 17:39:44	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0309815 | val_loss: 0.0311975 | Time: 3161.66 ms
[2021-08-21 17:39:48	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0309765 | val_loss: 0.0312014 | Time: 3668.44 ms
[2021-08-21 17:39:52	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0309706 | val_loss: 0.0311824 | Time: 3492.98 ms
[2021-08-21 17:39:55	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0309625 | val_loss: 0.0311987 | Time: 3458.28 ms
[2021-08-21 17:39:59	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0309591 | val_loss: 0.0312169 | Time: 3881.35 ms
[2021-08-21 17:40:04	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.030986 | val_loss: 0.0311694 | Time: 5013.92 ms
[2021-08-21 17:40:08	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0309792 | val_loss: 0.031205 | Time: 3705.67 ms
[2021-08-21 17:40:12	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0309653 | val_loss: 0.0312012 | Time: 3930.95 ms
[2021-08-21 17:40:15	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0309698 | val_loss: 0.0311852 | Time: 3041.81 ms
[2021-08-21 17:40:19	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0309592 | val_loss: 0.0312106 | Time: 3908.05 ms
[2021-08-21 17:40:22	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0309601 | val_loss: 0.0311768 | Time: 3260.16 ms
[2021-08-21 17:40:25	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0309582 | val_loss: 0.0312275 | Time: 3118.51 ms
[2021-08-21 17:40:29	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0309525 | val_loss: 0.0312075 | Time: 4161.9 ms
[2021-08-21 17:40:33	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0309608 | val_loss: 0.031223 | Time: 3281.41 ms
[2021-08-21 17:40:36	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0309763 | val_loss: 0.0312103 | Time: 3811.78 ms
[2021-08-21 17:40:40	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0309657 | val_loss: 0.0312048 | Time: 3258.35 ms
[2021-08-21 17:40:43	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0309658 | val_loss: 0.031199 | Time: 3784.3 ms
[2021-08-21 17:40:47	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0309622 | val_loss: 0.031201 | Time: 3616.44 ms
[2021-08-21 17:40:50	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0309597 | val_loss: 0.0311962 | Time: 3268.45 ms
[2021-08-21 17:40:54	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0309557 | val_loss: 0.0311962 | Time: 3946.27 ms
[2021-08-21 17:40:57	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.030965 | val_loss: 0.0312049 | Time: 3067.44 ms
[2021-08-21 17:41:01	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0309569 | val_loss: 0.031201 | Time: 3721.76 ms
[2021-08-21 17:41:05	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0309495 | val_loss: 0.0312096 | Time: 3473.65 ms
[2021-08-21 17:41:07	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0309487 | val_loss: 0.0311985 | Time: 2220.09 ms
[2021-08-21 17:41:09	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0309529 | val_loss: 0.0312353 | Time: 1956.9 ms
[2021-08-21 17:41:11	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0309657 | val_loss: 0.0312089 | Time: 1985.13 ms
[2021-08-21 17:41:13	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0309658 | val_loss: 0.0312012 | Time: 2147.14 ms
[2021-08-21 17:41:15	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0309586 | val_loss: 0.031182 | Time: 2194.3 ms
[2021-08-21 17:41:17	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.030961 | val_loss: 0.0312085 | Time: 2151.98 ms
[2021-08-21 17:41:20	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.030961 | val_loss: 0.0312204 | Time: 2171.96 ms
[2021-08-21 17:41:21	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0309543 | val_loss: 0.0311927 | Time: 1835.83 ms
[2021-08-21 17:41:23	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0309496 | val_loss: 0.0312075 | Time: 1795.78 ms
[2021-08-21 17:41:25	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0309523 | val_loss: 0.031218 | Time: 2078.8 ms
[2021-08-21 17:41:27	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0309634 | val_loss: 0.0312057 | Time: 2106.22 ms
[2021-08-21 17:41:30	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.030961 | val_loss: 0.0312008 | Time: 2155.47 ms
[2021-08-21 17:41:31	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0309548 | val_loss: 0.0312008 | Time: 1898.53 ms
[2021-08-21 17:41:35	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0309487 | val_loss: 0.0312086 | Time: 3513.66 ms
[2021-08-21 17:41:39	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0309469 | val_loss: 0.0312438 | Time: 3730.49 ms
[2021-08-21 17:41:42	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.030947 | val_loss: 0.031201 | Time: 3707.61 ms
[2021-08-21 17:41:46	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0309531 | val_loss: 0.0312087 | Time: 3288.64 ms
[2021-08-21 17:41:50	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0309513 | val_loss: 0.0312003 | Time: 4043.15 ms
[2021-08-21 17:41:53	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0309603 | val_loss: 0.0311857 | Time: 3216.84 ms
[2021-08-21 17:41:57	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0309735 | val_loss: 0.0311831 | Time: 4185.5 ms
[2021-08-21 17:42:01	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0309829 | val_loss: 0.0311781 | Time: 3324.93 ms
[2021-08-21 17:42:05	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0310003 | val_loss: 0.0311763 | Time: 4224.61 ms
[2021-08-21 17:42:08	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0309926 | val_loss: 0.031244 | Time: 3225.75 ms
[2021-08-21 17:42:12	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0329466 | val_loss: 0.0335149 | Time: 3999.89 ms
[2021-08-21 17:42:15	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0335902 | val_loss: 0.0315262 | Time: 3230.75 ms
[2021-08-21 17:42:19	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0314482 | val_loss: 0.0312326 | Time: 3616.84 ms
[2021-08-21 17:42:23	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.031194 | val_loss: 0.0311636 | Time: 3703.5 ms
[2021-08-21 17:42:26	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311475 | val_loss: 0.0311457 | Time: 3491.03 ms
[2021-08-21 17:42:30	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0311305 | val_loss: 0.0311403 | Time: 3884.03 ms
[2021-08-21 17:42:33	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311204 | val_loss: 0.0311431 | Time: 3378.5 ms
[2021-08-21 17:42:37	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311099 | val_loss: 0.0311438 | Time: 3996.71 ms
[2021-08-21 17:42:41	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0310997 | val_loss: 0.0311322 | Time: 3145.34 ms
[2021-08-21 17:42:45	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0310882 | val_loss: 0.0311371 | Time: 3973.61 ms
[2021-08-21 17:42:48	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0310774 | val_loss: 0.0311445 | Time: 3403.6 ms
[2021-08-21 17:42:52	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0310637 | val_loss: 0.0311451 | Time: 3406.17 ms
[2021-08-21 17:42:55	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0310525 | val_loss: 0.0311417 | Time: 3783.15 ms
[2021-08-21 17:42:58	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0310467 | val_loss: 0.0311409 | Time: 3142.32 ms
[2021-08-21 17:43:03	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0310443 | val_loss: 0.0311674 | Time: 4033.61 ms
[2021-08-21 17:43:06	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0310346 | val_loss: 0.031167 | Time: 3614.44 ms
[2021-08-21 17:43:10	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0310315 | val_loss: 0.0311617 | Time: 4051.25 ms
[2021-08-21 17:43:13	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0310241 | val_loss: 0.031157 | Time: 3162.91 ms
[2021-08-21 17:43:17	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0310155 | val_loss: 0.0311584 | Time: 4001.2 ms
[2021-08-21 17:43:21	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0310131 | val_loss: 0.0311675 | Time: 3176.86 ms
[2021-08-21 17:43:24	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.031029 | val_loss: 0.0311636 | Time: 3484.61 ms
[2021-08-21 17:43:28	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 3831.21 ms
[2021-08-21 17:43:32	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 3766.22 ms
[2021-08-21 17:43:36	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 4014.97 ms
[2021-08-21 17:43:39	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 3429.69 ms
[2021-08-21 17:43:43	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 3867.48 ms
[2021-08-21 17:43:46	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 3262.47 ms
[2021-08-21 17:43:50	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 4007.24 ms
[2021-08-21 17:43:54	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 3094.01 ms
[2021-08-21 17:43:57	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 3659.05 ms
[2021-08-21 17:44:01	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 3630.62 ms
[2021-08-21 17:44:04	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 3404.74 ms
[2021-08-21 17:44:08	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 4054.73 ms
[2021-08-21 17:44:12	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 3442.02 ms
[2021-08-21 17:44:16	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 3931.31 ms
[2021-08-21 17:44:19	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 3109.61 ms
[2021-08-21 17:44:23	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 3612.54 ms
[2021-08-21 17:44:26	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 3499.33 ms
[2021-08-21 17:44:29	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 3237.36 ms
[2021-08-21 17:44:33	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 4086.35 ms
[2021-08-21 17:44:37	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 3208.9 ms
[2021-08-21 17:44:41	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 4013.86 ms
[2021-08-21 17:44:44	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 3191.04 ms
[2021-08-21 17:44:48	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 3879.4 ms
[2021-08-21 17:44:51	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 3468.58 ms
[2021-08-21 17:44:55	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 3303.08 ms
[2021-08-21 17:44:59	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 3941.03 ms
[2021-08-21 17:45:02	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 3499.55 ms
[2021-08-21 17:45:06	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 3978.83 ms
[2021-08-21 17:45:09	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 3194.72 ms
[2021-08-21 17:45:13	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 4135.89 ms
[2021-08-21 17:45:17	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 3106.88 ms
[2021-08-21 17:45:20	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 3697.64 ms
[2021-08-21 17:45:24	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 4102.73 ms
[2021-08-21 17:45:29	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 4168.88 ms
[2021-08-21 17:45:32	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 3182.26 ms
[2021-08-21 17:45:36	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 4276.4 ms
[2021-08-21 17:45:39	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 3192.23 ms
[2021-08-21 17:45:43	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 3744.33 ms
[2021-08-21 17:45:47	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 3533.8 ms
[2021-08-21 17:45:50	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 3193.41 ms
[2021-08-21 17:45:54	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 3978.77 ms
[2021-08-21 17:45:57	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 3177.03 ms
[2021-08-21 17:46:01	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 3950.18 ms
[2021-08-21 17:46:04	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 3372.8 ms
[2021-08-21 17:46:08	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 3880.95 ms
[2021-08-21 17:46:12	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 3684.28 ms
[2021-08-21 17:46:16	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 3871.92 ms
[2021-08-21 17:46:19	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 3502.88 ms
[2021-08-21 17:46:24	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 4561.46 ms
[2021-08-21 17:46:27	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 3269.13 ms
[2021-08-21 17:46:31	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 3539.49 ms
[2021-08-21 17:46:35	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 3883.18 ms
[2021-08-21 17:46:38	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 3335.08 ms
[2021-08-21 17:46:42	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 3736.41 ms
[2021-08-21 17:46:45	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 3194.43 ms
[2021-08-21 17:46:49	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 4103.32 ms
[2021-08-21 17:46:52	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 3162.13 ms
[2021-08-21 17:46:56	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 3487.4 ms
[2021-08-21 17:47:00	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 3737.11 ms
[2021-08-21 17:47:03	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 3739.12 ms
[2021-08-21 17:47:07	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 4085.1 ms
[2021-08-21 17:47:11	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 3641.47 ms
[2021-08-21 17:47:15	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 3807.44 ms
[2021-08-21 17:47:18	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 3096.23 ms
[2021-08-21 17:47:22	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 3982.91 ms
[2021-08-21 17:47:26	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 3470.88 ms
[2021-08-21 17:47:30	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 4061.4 ms
[2021-08-21 17:47:33	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 3162.04 ms
[2021-08-21 17:47:37	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 3984.13 ms
[2021-08-21 17:47:40	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 3319.98 ms
[2021-08-21 17:47:43	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 3306.98 ms
[2021-08-21 17:47:47	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 3984.3 ms
[2021-08-21 17:47:51	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 3201.88 ms
[2021-08-21 17:47:55	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 4042.93 ms
[2021-08-21 17:47:58	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 3188.39 ms
[2021-08-21 17:48:02	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 3699.95 ms
[2021-08-21 17:48:06	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 3994.37 ms
[2021-08-21 17:48:10	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 4120.16 ms
[2021-08-21 17:48:13	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 3411.22 ms
[2021-08-21 17:48:17	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 4164.41 ms
[2021-08-21 17:48:21	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 3285.4 ms
[2021-08-21 17:48:25	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 4368.91 ms
[2021-08-21 17:48:28	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 3207.08 ms
[2021-08-21 17:48:32	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 3754.65 ms
[2021-08-21 17:48:36	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 3445.45 ms
[2021-08-21 17:48:39	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 3448.32 ms
[2021-08-21 17:48:43	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 3932.22 ms
[2021-08-21 17:48:46	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 3118.95 ms
[2021-08-21 17:48:50	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 4190.66 ms
[2021-08-21 17:48:53	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 3102.19 ms
[2021-08-21 17:48:57	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 3989.3 ms
[2021-08-21 17:49:01	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 3402.9 ms
[2021-08-21 17:49:05	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 3784.42 ms
[2021-08-21 17:49:08	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 3676.04 ms
[2021-08-21 17:49:12	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 3506.83 ms
[2021-08-21 17:49:16	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 3846.5 ms
[2021-08-21 17:49:19	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 3193.68 ms
[2021-08-21 17:49:23	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 4019.46 ms
[2021-08-21 17:49:26	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 3171.72 ms
[2021-08-21 17:49:30	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 4025.85 ms
[2021-08-21 17:49:34	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 3339.91 ms
[2021-08-21 17:49:38	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 4284.33 ms
[2021-08-21 17:49:41	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 3142.47 ms
[2021-08-21 17:49:45	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 3622.11 ms
[2021-08-21 17:49:48	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 3649.44 ms
[2021-08-21 17:49:52	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 3592.41 ms
[2021-08-21 17:49:56	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 3839.77 ms
[2021-08-21 17:49:59	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 3391.93 ms
[2021-08-21 17:50:03	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 3952.16 ms
[2021-08-21 17:50:07	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 3398.64 ms
[2021-08-21 17:50:11	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 4099.37 ms
[2021-08-21 17:50:14	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 3103.76 ms
[2021-08-21 17:50:18	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 3784.15 ms
[2021-08-21 17:50:21	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 3463.89 ms
[2021-08-21 17:50:25	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 3683.4 ms
[2021-08-21 17:50:29	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 3704.3 ms
[2021-08-21 17:50:32	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 3256.45 ms
[2021-08-21 17:50:36	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 4126.71 ms
[2021-08-21 17:50:39	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 3138.2 ms
[2021-08-21 17:50:43	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 4110.32 ms
[2021-08-21 17:50:46	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 3197.3 ms
[2021-08-21 17:50:50	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 3691.47 ms
[2021-08-21 17:50:54	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 3565.26 ms
[2021-08-21 17:50:58	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 3809.86 ms
[2021-08-21 17:51:01	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 3714.35 ms
[2021-08-21 17:51:04	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 3148.1 ms
[2021-08-21 17:51:09	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 4303.17 ms
[2021-08-21 17:51:12	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 3183.59 ms
[2021-08-21 17:51:16	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 4112.14 ms
[2021-08-21 17:51:19	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 3202.38 ms
[2021-08-21 17:51:23	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 3572.22 ms
[2021-08-21 17:51:26	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 3540.22 ms
[2021-08-21 17:51:30	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 3244.7 ms
[2021-08-21 17:51:34	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 4035.52 ms
[2021-08-21 17:51:37	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 3273.06 ms
[2021-08-21 17:51:41	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 4192.45 ms
[2021-08-21 17:51:44	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 3153.92 ms
[2021-08-21 17:51:48	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 3754.41 ms
[2021-08-21 17:51:52	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 3555.63 ms
[2021-08-21 17:51:55	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 3312.77 ms
[2021-08-21 17:51:59	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 3912.26 ms
[2021-08-21 17:52:02	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 3149.27 ms
[2021-08-21 17:52:06	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 4105.34 ms
[2021-08-21 17:52:10	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 3348.44 ms
[2021-08-21 17:52:14	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 3858.22 ms
[2021-08-21 17:52:17	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 3384.1 ms
[2021-08-21 17:52:20	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 3309.19 ms
[2021-08-21 17:52:24	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 3901.17 ms
[2021-08-21 17:52:27	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 3213.32 ms
[2021-08-21 17:52:32	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 4127.23 ms
[2021-08-21 17:52:35	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 3110.58 ms
[2021-08-21 17:52:39	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 4066.14 ms
[2021-08-21 17:52:42	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 3393.34 ms
[2021-08-21 17:52:46	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 3407.29 ms
[2021-08-21 17:52:49	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 3835.97 ms
[2021-08-21 17:52:52	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 3045.79 ms
[2021-08-21 17:52:56	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 3603.77 ms
[2021-08-21 17:53:00	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 3601.51 ms
[2021-08-21 17:53:03	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 3089.68 ms
[2021-08-21 17:53:07	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 4217.99 ms
[2021-08-21 17:53:10	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 3173.23 ms
[2021-08-21 17:53:14	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 4000.13 ms
[2021-08-21 17:53:18	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 3259.77 ms
[2021-08-21 17:53:21	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 3906.97 ms
[2021-08-21 17:53:25	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 3430.49 ms
[2021-08-21 17:53:29	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 4213.87 ms
[2021-08-21 17:53:32	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 3214.42 ms
[2021-08-21 17:53:36	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 3289.78 ms
[2021-08-21 17:53:40	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 4015.22 ms
[2021-08-21 17:53:43	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 3246.27 ms
[2021-08-21 17:53:47	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 4031.44 ms
[2021-08-21 17:53:50	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 3114.89 ms
[2021-08-21 17:53:54	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 3688.43 ms
[2021-08-21 17:53:58	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 3572.1 ms
[2021-08-21 17:54:01	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 3089.5 ms
[2021-08-21 17:54:05	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 3951.1 ms
[2021-08-21 17:54:08	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 3362.37 ms
[2021-08-21 17:54:12	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 3841.12 ms
[2021-08-21 17:54:15	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 3336.51 ms
[2021-08-21 17:54:19	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 3385.65 ms
[2021-08-21 17:54:23	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 3927.76 ms
[2021-08-21 17:54:26	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 3084.44 ms
[2021-08-21 17:54:30	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 4303.24 ms
[2021-08-21 17:54:33	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 3100.94 ms
[2021-08-21 17:54:37	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 3512.62 ms
[2021-08-21 17:54:40	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 3842.39 ms
[2021-08-21 17:54:44	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 3285.37 ms
[2021-08-21 17:54:48	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 4033.35 ms
[2021-08-21 17:54:51	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 3083.04 ms
[2021-08-21 17:54:55	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 4033.94 ms
[2021-08-21 17:54:58	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 3170.84 ms
[2021-08-21 17:55:02	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 3688.25 ms
[2021-08-21 17:55:06	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 3680.29 ms
[2021-08-21 17:55:09	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 3823.97 ms
[2021-08-21 17:55:13	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 3536.6 ms
[2021-08-21 17:55:16	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 3430.71 ms
[2021-08-21 17:55:20	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 3856.2 ms
[2021-08-21 17:55:23	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 3174.39 ms
[2021-08-21 17:55:27	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 3989.88 ms
[2021-08-21 17:55:31	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 3990.92 ms
[2021-08-21 17:55:36	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 4002.51 ms
[2021-08-21 17:55:39	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 3424.69 ms
[2021-08-21 17:55:43	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 4014.04 ms
[2021-08-21 17:55:46	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 3269.85 ms
[2021-08-21 17:55:50	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 4108.61 ms
[2021-08-21 17:55:54	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 3130.74 ms
[2021-08-21 17:55:57	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 3897.7 ms
[2021-08-21 17:56:01	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 3444.72 ms
[2021-08-21 17:56:04	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 3499.51 ms
[2021-08-21 17:56:08	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 3937.07 ms
[2021-08-21 17:56:12	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 3267 ms
[2021-08-21 17:56:16	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 3917.74 ms
[2021-08-21 17:56:19	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 3148 ms
[2021-08-21 17:56:22	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 3628.54 ms
[2021-08-21 17:56:26	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 3431.2 ms
[2021-08-21 17:56:30	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 3694.12 ms
[2021-08-21 17:56:33	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 3771.16 ms
[2021-08-21 17:56:36	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 3041.55 ms
[2021-08-21 17:56:40	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 4070.63 ms
[2021-08-21 17:56:44	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 3264.55 ms
[2021-08-21 17:56:47	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 3421.23 ms
[2021-08-21 17:56:51	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 3790.1 ms
[2021-08-21 17:56:54	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 3152.73 ms
[2021-08-21 17:56:58	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 3982.23 ms
[2021-08-21 17:57:01	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 3191.04 ms
[2021-08-21 17:57:05	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 3632.11 ms
[2021-08-21 17:57:09	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 3770.47 ms
[2021-08-21 17:57:12	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 3227.83 ms
[2021-08-21 17:57:16	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 3919.77 ms
[2021-08-21 17:57:16	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-08-21 17:57:16	                main:603]	:	INFO	:	Saving end state to config to file
[2021-08-21 17:57:16	                main:608]	:	INFO	:	Success, exiting..
17:57:16 (25080): 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)