Task 6093904

Name ParityMachine-1627359993-31866-0_1
Workunit 3886138
Created 27 Jul 2021, 8:10:06 UTC
Sent 27 Jul 2021, 8:18:20 UTC
Report deadline 4 Aug 2021, 8:18:20 UTC
Received 27 Jul 2021, 10:32:33 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 9955
Run time 2 hours 13 min 56 sec
CPU time 2 hours 11 min 42 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,883.38 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.64 GB
Peak swap size 3.59 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
[2021-07-27 11:58:12	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0310154 | val_loss: 0.0311986 | Time: 3264.32 ms
[2021-07-27 11:58:16	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.031013 | val_loss: 0.0312046 | Time: 4231.11 ms
[2021-07-27 11:58:20	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0310128 | val_loss: 0.0312028 | Time: 4010.41 ms
[2021-07-27 11:58:24	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0310186 | val_loss: 0.031203 | Time: 3836.73 ms
[2021-07-27 11:58:27	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0310188 | val_loss: 0.0312043 | Time: 3429.12 ms
[2021-07-27 11:58:31	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0310143 | val_loss: 0.0311887 | Time: 3358.25 ms
[2021-07-27 11:58:34	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0310143 | val_loss: 0.0311973 | Time: 3379.08 ms
[2021-07-27 11:58:38	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0310081 | val_loss: 0.0312171 | Time: 4091.7 ms
[2021-07-27 11:58:42	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0310094 | val_loss: 0.031217 | Time: 3749.25 ms
[2021-07-27 11:58:47	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0310114 | val_loss: 0.0312103 | Time: 4844.84 ms
[2021-07-27 11:58:51	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0310251 | val_loss: 0.0312044 | Time: 4137.69 ms
[2021-07-27 11:58:55	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0310271 | val_loss: 0.0312034 | Time: 3868.06 ms
[2021-07-27 11:58:58	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.031037 | val_loss: 0.0311953 | Time: 3294.76 ms
[2021-07-27 11:59:02	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0310371 | val_loss: 0.0311798 | Time: 3715.82 ms
[2021-07-27 11:59:07	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0310182 | val_loss: 0.0312211 | Time: 4708.72 ms
[2021-07-27 11:59:12	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0310104 | val_loss: 0.0312207 | Time: 4646.55 ms
[2021-07-27 11:59:16	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0310172 | val_loss: 0.0311938 | Time: 4491.63 ms
[2021-07-27 11:59:19	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0310198 | val_loss: 0.0312287 | Time: 3259.95 ms
[2021-07-27 11:59:23	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.031013 | val_loss: 0.0312308 | Time: 4204.46 ms
[2021-07-27 11:59:27	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0310512 | val_loss: 0.0311762 | Time: 3682.99 ms
[2021-07-27 11:59:31	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.031048 | val_loss: 0.031205 | Time: 4067.26 ms
[2021-07-27 11:59:35	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0310303 | val_loss: 0.0311976 | Time: 3546.16 ms
[2021-07-27 11:59:38	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0310301 | val_loss: 0.0311979 | Time: 3367.12 ms
[2021-07-27 11:59:42	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0310293 | val_loss: 0.0311916 | Time: 3355.39 ms
[2021-07-27 11:59:45	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0310227 | val_loss: 0.0311914 | Time: 3360.04 ms
[2021-07-27 11:59:48	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0310203 | val_loss: 0.0312011 | Time: 3351.52 ms
[2021-07-27 11:59:52	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0310137 | val_loss: 0.031195 | Time: 3612.77 ms
[2021-07-27 11:59:55	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0310184 | val_loss: 0.0312039 | Time: 3353.61 ms
[2021-07-27 11:59:59	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310215 | val_loss: 0.0312153 | Time: 3354.22 ms
[2021-07-27 12:00:03	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0310186 | val_loss: 0.0312067 | Time: 4247.33 ms
[2021-07-27 12:00:06	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0310284 | val_loss: 0.0311906 | Time: 3304.05 ms
[2021-07-27 12:00:11	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0310159 | val_loss: 0.0312146 | Time: 4296 ms
[2021-07-27 12:00:15	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0310099 | val_loss: 0.0312042 | Time: 4348.47 ms
[2021-07-27 12:00:19	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0310108 | val_loss: 0.0312061 | Time: 3861.62 ms
[2021-07-27 12:00:23	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0310061 | val_loss: 0.031193 | Time: 4054.85 ms
[2021-07-27 12:00:27	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0310081 | val_loss: 0.0312014 | Time: 4369.79 ms
[2021-07-27 12:00:32	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.031015 | val_loss: 0.0311872 | Time: 4403.14 ms
[2021-07-27 12:00:36	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0310153 | val_loss: 0.0312239 | Time: 4256.03 ms
[2021-07-27 12:00:40	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0310103 | val_loss: 0.0311934 | Time: 4081.3 ms
[2021-07-27 12:00:44	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0310124 | val_loss: 0.0311969 | Time: 4087.8 ms
[2021-07-27 12:00:49	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0310098 | val_loss: 0.0312178 | Time: 4262.31 ms
[2021-07-27 12:00:53	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0310155 | val_loss: 0.0311942 | Time: 4103.97 ms
[2021-07-27 12:00:57	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0310115 | val_loss: 0.0311963 | Time: 3959.63 ms
[2021-07-27 12:01:00	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0310088 | val_loss: 0.0311926 | Time: 3670.67 ms
[2021-07-27 12:01:05	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0310082 | val_loss: 0.0312008 | Time: 4124.12 ms
[2021-07-27 12:01:09	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.03101 | val_loss: 0.031213 | Time: 4252.66 ms
[2021-07-27 12:01:12	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.031022 | val_loss: 0.0312008 | Time: 3614.25 ms
[2021-07-27 12:01:16	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0310169 | val_loss: 0.0312042 | Time: 3293.52 ms
[2021-07-27 12:01:19	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0310198 | val_loss: 0.0311985 | Time: 3312.39 ms
[2021-07-27 12:01:23	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0310229 | val_loss: 0.031207 | Time: 3963.36 ms
[2021-07-27 12:01:27	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0310307 | val_loss: 0.0312037 | Time: 4245.82 ms
[2021-07-27 12:01:32	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0310288 | val_loss: 0.0312239 | Time: 4421.16 ms
[2021-07-27 12:01:35	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0310208 | val_loss: 0.0311782 | Time: 3273.57 ms
[2021-07-27 12:01:39	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0310229 | val_loss: 0.0312011 | Time: 4274.78 ms
[2021-07-27 12:01:44	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.031011 | val_loss: 0.0312306 | Time: 4201.94 ms
[2021-07-27 12:01:47	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0310169 | val_loss: 0.0312213 | Time: 3305.41 ms
[2021-07-27 12:01:51	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0310093 | val_loss: 0.0311998 | Time: 3971.57 ms
[2021-07-27 12:01:55	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0310092 | val_loss: 0.0312203 | Time: 4098.65 ms
[2021-07-27 12:02:00	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0310107 | val_loss: 0.0311816 | Time: 4716.47 ms
[2021-07-27 12:02:04	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0310206 | val_loss: 0.0312173 | Time: 4519.61 ms
[2021-07-27 12:02:08	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0310151 | val_loss: 0.0311991 | Time: 4154.44 ms
[2021-07-27 12:02:12	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0310163 | val_loss: 0.0311903 | Time: 3347.22 ms
[2021-07-27 12:02:15	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0310094 | val_loss: 0.0312214 | Time: 3343.02 ms
[2021-07-27 12:02:19	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.03102 | val_loss: 0.031199 | Time: 3781.29 ms
[2021-07-27 12:02:23	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0310142 | val_loss: 0.031203 | Time: 3929.54 ms
[2021-07-27 12:02:27	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0310044 | val_loss: 0.0311916 | Time: 4372.19 ms
[2021-07-27 12:02:31	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0310093 | val_loss: 0.0311986 | Time: 3859.83 ms
[2021-07-27 12:02:35	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.031021 | val_loss: 0.0312017 | Time: 3372.86 ms
[2021-07-27 12:02:38	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.03105 | val_loss: 0.0311703 | Time: 3366.29 ms
[2021-07-27 12:02:41	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0310337 | val_loss: 0.0312078 | Time: 3387.23 ms
[2021-07-27 12:02:46	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.031019 | val_loss: 0.0311894 | Time: 4432.83 ms
[2021-07-27 12:02:50	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0310111 | val_loss: 0.031215 | Time: 4289.38 ms
[2021-07-27 12:02:54	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0310059 | val_loss: 0.0312016 | Time: 4057.91 ms
[2021-07-27 12:02:59	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0310113 | val_loss: 0.0311925 | Time: 4306.98 ms
[2021-07-27 12:03:03	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0310074 | val_loss: 0.031205 | Time: 4406.24 ms
[2021-07-27 12:03:06	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0310078 | val_loss: 0.0311963 | Time: 3338.75 ms
[2021-07-27 12:03:10	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0310088 | val_loss: 0.0312129 | Time: 3343.54 ms
[2021-07-27 12:03:13	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0310057 | val_loss: 0.0311938 | Time: 3392.87 ms
[2021-07-27 12:03:17	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0310132 | val_loss: 0.0311836 | Time: 3356.44 ms
[2021-07-27 12:03:20	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0310196 | val_loss: 0.031216 | Time: 3423.7 ms
[2021-07-27 12:03:23	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0310256 | val_loss: 0.0312012 | Time: 3362.75 ms
[2021-07-27 12:03:27	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0310233 | val_loss: 0.0311865 | Time: 3363.15 ms
[2021-07-27 12:03:31	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0310205 | val_loss: 0.0311804 | Time: 4574.76 ms
[2021-07-27 12:03:35	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0310148 | val_loss: 0.0312071 | Time: 3355.1 ms
[2021-07-27 12:03:38	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0310106 | val_loss: 0.0311979 | Time: 3687.51 ms
[2021-07-27 12:03:42	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0310105 | val_loss: 0.0312238 | Time: 3366.11 ms
[2021-07-27 12:03:45	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0310122 | val_loss: 0.0312081 | Time: 3361.74 ms
[2021-07-27 12:03:49	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0310062 | val_loss: 0.0312007 | Time: 3626.1 ms
[2021-07-27 12:03:53	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0310244 | val_loss: 0.0311843 | Time: 4005.45 ms
[2021-07-27 12:03:57	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0310464 | val_loss: 0.0312025 | Time: 3926.6 ms
[2021-07-27 12:04:01	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0310293 | val_loss: 0.0311951 | Time: 4435.6 ms
[2021-07-27 12:04:06	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0310203 | val_loss: 0.0311984 | Time: 4635.76 ms
[2021-07-27 12:04:10	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0310098 | val_loss: 0.0312207 | Time: 4310.53 ms
[2021-07-27 12:04:15	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0310042 | val_loss: 0.0312151 | Time: 4195.29 ms
[2021-07-27 12:04:18	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0310111 | val_loss: 0.0311982 | Time: 3331.64 ms
[2021-07-27 12:04:21	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0310121 | val_loss: 0.0312218 | Time: 3337.18 ms
[2021-07-27 12:04:26	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0310163 | val_loss: 0.0312148 | Time: 4435.33 ms
[2021-07-27 12:04:30	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0310293 | val_loss: 0.0311783 | Time: 4165.87 ms
[2021-07-27 12:04:34	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0310144 | val_loss: 0.0312113 | Time: 4327.9 ms
[2021-07-27 12:04:39	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0310073 | val_loss: 0.031208 | Time: 4526.08 ms
[2021-07-27 12:04:42	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.031005 | val_loss: 0.0312254 | Time: 3301.18 ms
[2021-07-27 12:04:47	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0310033 | val_loss: 0.0312017 | Time: 4782.2 ms
[2021-07-27 12:04:51	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0310057 | val_loss: 0.0312245 | Time: 4425.26 ms
[2021-07-27 12:04:56	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0309989 | val_loss: 0.0312083 | Time: 4351.92 ms
[2021-07-27 12:04:59	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0310058 | val_loss: 0.0312076 | Time: 3547.81 ms
[2021-07-27 12:05:04	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0310154 | val_loss: 0.0312234 | Time: 4553.38 ms
[2021-07-27 12:05:07	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0310069 | val_loss: 0.0312153 | Time: 3294.82 ms
[2021-07-27 12:05:11	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0310051 | val_loss: 0.0311972 | Time: 4029.61 ms
[2021-07-27 12:05:15	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0310124 | val_loss: 0.0312097 | Time: 4144.26 ms
[2021-07-27 12:05:20	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0310137 | val_loss: 0.0312477 | Time: 4201.19 ms
[2021-07-27 12:05:24	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0310187 | val_loss: 0.0312301 | Time: 4043.65 ms
[2021-07-27 12:05:28	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.031044 | val_loss: 0.0312604 | Time: 4207.22 ms
[2021-07-27 12:05:32	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0312487 | val_loss: 0.0313018 | Time: 4292.55 ms
[2021-07-27 12:05:37	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.031296 | val_loss: 0.0312556 | Time: 4326.65 ms
[2021-07-27 12:05:41	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0310957 | val_loss: 0.0312322 | Time: 4448.82 ms
[2021-07-27 12:05:45	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0310348 | val_loss: 0.031221 | Time: 3841.21 ms
[2021-07-27 12:05:49	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0310138 | val_loss: 0.031234 | Time: 4134.02 ms
[2021-07-27 12:05:53	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0310007 | val_loss: 0.0311993 | Time: 4067.29 ms
[2021-07-27 12:05:57	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0310001 | val_loss: 0.0312214 | Time: 3932.25 ms
[2021-07-27 12:06:01	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0310102 | val_loss: 0.0312042 | Time: 3804.11 ms
[2021-07-27 12:06:05	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0310094 | val_loss: 0.0312086 | Time: 3761.8 ms
[2021-07-27 12:06:08	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0310049 | val_loss: 0.0312055 | Time: 3384.71 ms
[2021-07-27 12:06:12	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0310119 | val_loss: 0.0312305 | Time: 3394.35 ms
[2021-07-27 12:06:16	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0310127 | val_loss: 0.0312274 | Time: 4309.13 ms
[2021-07-27 12:06:20	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0310047 | val_loss: 0.0312255 | Time: 4490.12 ms
[2021-07-27 12:06:25	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0310083 | val_loss: 0.0312094 | Time: 4443.34 ms
[2021-07-27 12:06:29	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0310193 | val_loss: 0.0311998 | Time: 3927.34 ms
[2021-07-27 12:06:32	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0310155 | val_loss: 0.0312268 | Time: 3335.91 ms
[2021-07-27 12:06:36	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.031013 | val_loss: 0.0312183 | Time: 3339.55 ms
[2021-07-27 12:06:39	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0310048 | val_loss: 0.0311991 | Time: 3317.46 ms
[2021-07-27 12:06:43	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0310072 | val_loss: 0.0312168 | Time: 3886.89 ms
[2021-07-27 12:06:47	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0310003 | val_loss: 0.0312335 | Time: 3974.9 ms
[2021-07-27 12:06:51	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0309986 | val_loss: 0.0311925 | Time: 4035.55 ms
[2021-07-27 12:06:55	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0310096 | val_loss: 0.0311936 | Time: 4630.14 ms
[2021-07-27 12:07:00	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0310071 | val_loss: 0.0312056 | Time: 4377.2 ms
[2021-07-27 12:07:04	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0310013 | val_loss: 0.0312171 | Time: 4262.73 ms
[2021-07-27 12:07:08	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0309963 | val_loss: 0.0312239 | Time: 4317.85 ms
[2021-07-27 12:07:12	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0310039 | val_loss: 0.0312053 | Time: 3984.99 ms
[2021-07-27 12:07:17	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0310026 | val_loss: 0.0312259 | Time: 4323.38 ms
[2021-07-27 12:07:21	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0310101 | val_loss: 0.0311969 | Time: 3735.78 ms
[2021-07-27 12:07:24	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0310103 | val_loss: 0.0312367 | Time: 3344.94 ms
[2021-07-27 12:07:27	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0310108 | val_loss: 0.0312032 | Time: 3354.73 ms
[2021-07-27 12:07:31	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0310052 | val_loss: 0.0312156 | Time: 3368.48 ms
[2021-07-27 12:07:34	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.031011 | val_loss: 0.0312183 | Time: 3349.37 ms
[2021-07-27 12:07:37	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0310003 | val_loss: 0.0312053 | Time: 3361 ms
[2021-07-27 12:07:41	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0309978 | val_loss: 0.0312051 | Time: 3369.77 ms
[2021-07-27 12:07:44	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0310123 | val_loss: 0.0312037 | Time: 3349.07 ms
[2021-07-27 12:07:47	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0310205 | val_loss: 0.0312095 | Time: 3379.19 ms
[2021-07-27 12:07:51	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0310141 | val_loss: 0.0312061 | Time: 3359.72 ms
[2021-07-27 12:07:54	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0310417 | val_loss: 0.0311929 | Time: 3352.91 ms
[2021-07-27 12:07:58	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0310395 | val_loss: 0.0311912 | Time: 3355.01 ms
[2021-07-27 12:08:03	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0310291 | val_loss: 0.0311909 | Time: 5433.96 ms
[2021-07-27 12:08:08	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0310202 | val_loss: 0.0312052 | Time: 4447.52 ms
[2021-07-27 12:08:12	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0310065 | val_loss: 0.031206 | Time: 4406.44 ms
[2021-07-27 12:08:16	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0310053 | val_loss: 0.0312159 | Time: 4204.33 ms
[2021-07-27 12:08:21	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0310054 | val_loss: 0.0312097 | Time: 4381.6 ms
[2021-07-27 12:08:25	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0310204 | val_loss: 0.0311896 | Time: 4382.02 ms
[2021-07-27 12:08:29	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0310149 | val_loss: 0.0312217 | Time: 3974.36 ms
[2021-07-27 12:08:33	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0310187 | val_loss: 0.031224 | Time: 4091.17 ms
[2021-07-27 12:08:37	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.03101 | val_loss: 0.0311927 | Time: 3365.14 ms
[2021-07-27 12:08:40	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0310133 | val_loss: 0.0311969 | Time: 3358.47 ms
[2021-07-27 12:08:43	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0310053 | val_loss: 0.0312218 | Time: 3361.94 ms
[2021-07-27 12:08:47	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0310036 | val_loss: 0.0312049 | Time: 3893.44 ms
[2021-07-27 12:08:51	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0310041 | val_loss: 0.0312132 | Time: 4214.05 ms
[2021-07-27 12:08:56	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0310047 | val_loss: 0.0312219 | Time: 4488.91 ms
[2021-07-27 12:09:00	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0310066 | val_loss: 0.0312025 | Time: 4250.24 ms
[2021-07-27 12:09:05	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0310095 | val_loss: 0.0312068 | Time: 4705.86 ms
[2021-07-27 12:09:09	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0310099 | val_loss: 0.0312143 | Time: 4064.13 ms
[2021-07-27 12:09:13	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.031006 | val_loss: 0.0312118 | Time: 4197.86 ms
[2021-07-27 12:09:18	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0310006 | val_loss: 0.031229 | Time: 4336.44 ms
[2021-07-27 12:09:22	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0310033 | val_loss: 0.0311938 | Time: 4218.6 ms
[2021-07-27 12:09:26	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0310097 | val_loss: 0.0312166 | Time: 4163.88 ms
[2021-07-27 12:09:30	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0309972 | val_loss: 0.0311997 | Time: 4242.27 ms
[2021-07-27 12:09:34	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0309986 | val_loss: 0.031214 | Time: 3911.46 ms
[2021-07-27 12:09:38	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.031009 | val_loss: 0.0311997 | Time: 3324.86 ms
[2021-07-27 12:09:41	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0310127 | val_loss: 0.0311964 | Time: 3351.98 ms
[2021-07-27 12:09:44	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0310092 | val_loss: 0.0312086 | Time: 3337.07 ms
[2021-07-27 12:09:49	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0310379 | val_loss: 0.0312063 | Time: 4276.88 ms
[2021-07-27 12:09:53	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0310189 | val_loss: 0.0312183 | Time: 4147.64 ms
[2021-07-27 12:09:58	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0310076 | val_loss: 0.0312326 | Time: 4657.58 ms
[2021-07-27 12:10:01	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0310007 | val_loss: 0.0312201 | Time: 3621.71 ms
[2021-07-27 12:10:04	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0310011 | val_loss: 0.0311879 | Time: 3295.05 ms
[2021-07-27 12:10:08	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0310056 | val_loss: 0.0312244 | Time: 3385.78 ms
[2021-07-27 12:10:11	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0309941 | val_loss: 0.0312242 | Time: 3371.63 ms
[2021-07-27 12:10:15	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0309963 | val_loss: 0.0312117 | Time: 3361.19 ms
[2021-07-27 12:10:18	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0310023 | val_loss: 0.0312194 | Time: 3359.39 ms
[2021-07-27 12:10:21	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0310152 | val_loss: 0.0312041 | Time: 3437.51 ms
[2021-07-27 12:10:25	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0310169 | val_loss: 0.0312154 | Time: 3357.99 ms
[2021-07-27 12:10:28	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.031005 | val_loss: 0.0312425 | Time: 3359.26 ms
[2021-07-27 12:10:32	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0309993 | val_loss: 0.031243 | Time: 3374.93 ms
[2021-07-27 12:10:35	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0310027 | val_loss: 0.0312367 | Time: 3362.14 ms
[2021-07-27 12:10:39	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0309991 | val_loss: 0.0312244 | Time: 3973.49 ms
[2021-07-27 12:10:44	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0309952 | val_loss: 0.0312068 | Time: 4663.15 ms
[2021-07-27 12:10:48	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0310054 | val_loss: 0.0311984 | Time: 4295.73 ms
[2021-07-27 12:10:52	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0310048 | val_loss: 0.0312311 | Time: 3953.31 ms
[2021-07-27 12:10:56	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0310006 | val_loss: 0.0312392 | Time: 4466.02 ms
[2021-07-27 12:11:01	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0309973 | val_loss: 0.0312445 | Time: 4101.25 ms
[2021-07-27 12:11:05	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0310052 | val_loss: 0.0312272 | Time: 4830.38 ms
[2021-07-27 12:11:10	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0310093 | val_loss: 0.0312434 | Time: 4280.07 ms
[2021-07-27 12:11:14	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0310058 | val_loss: 0.0312001 | Time: 4501.61 ms
[2021-07-27 12:11:18	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0310026 | val_loss: 0.0312045 | Time: 3291.74 ms
[2021-07-27 12:11:22	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0309986 | val_loss: 0.0312299 | Time: 3948.52 ms
[2021-07-27 12:11:25	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0309923 | val_loss: 0.0312006 | Time: 3772.52 ms
[2021-07-27 12:11:30	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0310028 | val_loss: 0.0312081 | Time: 4277.27 ms
[2021-07-27 12:11:34	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0309983 | val_loss: 0.0312002 | Time: 3895.62 ms
[2021-07-27 12:11:38	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.03102 | val_loss: 0.0312183 | Time: 4226.96 ms
[2021-07-27 12:11:42	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0310143 | val_loss: 0.0312144 | Time: 4401.98 ms
[2021-07-27 12:11:46	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0310103 | val_loss: 0.0311997 | Time: 4248.71 ms
[2021-07-27 12:11:51	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0310085 | val_loss: 0.0311984 | Time: 4652.72 ms
[2021-07-27 12:11:55	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0310018 | val_loss: 0.0312225 | Time: 4324.14 ms
[2021-07-27 12:11:59	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.031001 | val_loss: 0.0312229 | Time: 3392.38 ms
[2021-07-27 12:12:03	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0309958 | val_loss: 0.0311919 | Time: 3994.79 ms
[2021-07-27 12:12:06	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0309954 | val_loss: 0.0312048 | Time: 3307.34 ms
[2021-07-27 12:12:11	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0309871 | val_loss: 0.0312394 | Time: 4608.57 ms
[2021-07-27 12:12:14	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0309936 | val_loss: 0.0312468 | Time: 3291.11 ms
[2021-07-27 12:12:19	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0309921 | val_loss: 0.0312183 | Time: 5127.16 ms
[2021-07-27 12:12:24	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.030995 | val_loss: 0.0311981 | Time: 4682.72 ms
[2021-07-27 12:12:28	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0310136 | val_loss: 0.0312158 | Time: 3835.33 ms
[2021-07-27 12:12:32	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0309983 | val_loss: 0.0312057 | Time: 4152.63 ms
[2021-07-27 12:12:36	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0309959 | val_loss: 0.0312055 | Time: 4377.36 ms
[2021-07-27 12:12:41	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0309973 | val_loss: 0.0312226 | Time: 4936.93 ms
[2021-07-27 12:12:45	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0310001 | val_loss: 0.0312246 | Time: 3741.33 ms
[2021-07-27 12:12:50	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0309994 | val_loss: 0.031187 | Time: 4410.72 ms
[2021-07-27 12:12:54	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0310399 | val_loss: 0.0311907 | Time: 3893.46 ms
[2021-07-27 12:12:57	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0310303 | val_loss: 0.0312039 | Time: 3305.12 ms
[2021-07-27 12:13:01	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0310079 | val_loss: 0.03121 | Time: 4431.38 ms
[2021-07-27 12:13:06	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0309951 | val_loss: 0.0312417 | Time: 4595.6 ms
[2021-07-27 12:13:10	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0309898 | val_loss: 0.0312411 | Time: 4445.66 ms
[2021-07-27 12:13:14	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0309962 | val_loss: 0.0312187 | Time: 3318.01 ms
[2021-07-27 12:13:17	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0310034 | val_loss: 0.0312328 | Time: 3327.6 ms
[2021-07-27 12:13:20	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0310036 | val_loss: 0.0312065 | Time: 3320.87 ms
[2021-07-27 12:13:24	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0309991 | val_loss: 0.0312428 | Time: 3330.33 ms
[2021-07-27 12:13:29	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.031011 | val_loss: 0.0312018 | Time: 4976.33 ms
[2021-07-27 12:13:33	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0310198 | val_loss: 0.0312059 | Time: 3758.65 ms
[2021-07-27 12:13:36	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0310181 | val_loss: 0.0312192 | Time: 3369.42 ms
[2021-07-27 12:13:39	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0310158 | val_loss: 0.0312138 | Time: 3349.2 ms
[2021-07-27 12:13:44	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0310069 | val_loss: 0.0311912 | Time: 4419.13 ms
[2021-07-27 12:13:48	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.030999 | val_loss: 0.0312288 | Time: 4606.56 ms
[2021-07-27 12:13:52	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0309901 | val_loss: 0.0312053 | Time: 3302.39 ms
[2021-07-27 12:13:56	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0309876 | val_loss: 0.0311986 | Time: 4238.55 ms
[2021-07-27 12:14:00	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.030996 | val_loss: 0.0312163 | Time: 4089.67 ms
[2021-07-27 12:14:04	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0309948 | val_loss: 0.0312166 | Time: 4444.54 ms
[2021-07-27 12:14:09	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0310105 | val_loss: 0.031203 | Time: 4298.77 ms
[2021-07-27 12:14:13	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0309991 | val_loss: 0.0312223 | Time: 3939.35 ms
[2021-07-27 12:14:17	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0309979 | val_loss: 0.0312253 | Time: 4422.13 ms
[2021-07-27 12:14:22	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0309961 | val_loss: 0.0312082 | Time: 4304.71 ms
[2021-07-27 12:14:26	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0310069 | val_loss: 0.031215 | Time: 4119.32 ms
[2021-07-27 12:14:30	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0310038 | val_loss: 0.0312078 | Time: 4336.06 ms
[2021-07-27 12:14:34	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0310035 | val_loss: 0.0312097 | Time: 4214.71 ms
[2021-07-27 12:14:38	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.031 | val_loss: 0.0312161 | Time: 3979.24 ms
[2021-07-27 12:14:42	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0309967 | val_loss: 0.0312219 | Time: 4087 ms
[2021-07-27 12:14:46	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0309978 | val_loss: 0.0312176 | Time: 3392.97 ms
[2021-07-27 12:14:49	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0309955 | val_loss: 0.0312299 | Time: 3390.71 ms
[2021-07-27 12:14:53	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0310014 | val_loss: 0.0312153 | Time: 3388.24 ms
[2021-07-27 12:14:56	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0309995 | val_loss: 0.0312207 | Time: 3396.93 ms
[2021-07-27 12:15:00	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0310027 | val_loss: 0.0312109 | Time: 3742.54 ms
[2021-07-27 12:15:04	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0309981 | val_loss: 0.0312002 | Time: 4339.65 ms
[2021-07-27 12:15:08	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.030995 | val_loss: 0.0312133 | Time: 4236.92 ms
[2021-07-27 12:15:12	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0309975 | val_loss: 0.0312158 | Time: 4065.67 ms
[2021-07-27 12:15:16	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0309946 | val_loss: 0.0312045 | Time: 3969.8 ms
[2021-07-27 12:15:21	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.031008 | val_loss: 0.0312082 | Time: 4219.63 ms
[2021-07-27 12:15:25	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0310036 | val_loss: 0.0311985 | Time: 4019.04 ms
[2021-07-27 12:15:29	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0310009 | val_loss: 0.031203 | Time: 4282.93 ms
[2021-07-27 12:15:32	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0309903 | val_loss: 0.0312107 | Time: 3324.31 ms
[2021-07-27 12:15:36	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0309988 | val_loss: 0.0312091 | Time: 3342.33 ms
[2021-07-27 12:15:39	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0309954 | val_loss: 0.0312168 | Time: 3334.62 ms
[2021-07-27 12:15:42	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0309979 | val_loss: 0.0311908 | Time: 3325.91 ms
[2021-07-27 12:15:46	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0310073 | val_loss: 0.0312063 | Time: 3743.97 ms
[2021-07-27 12:15:51	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0310063 | val_loss: 0.0312369 | Time: 4826.88 ms
[2021-07-27 12:15:56	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0309932 | val_loss: 0.0312145 | Time: 4713.41 ms
[2021-07-27 12:16:00	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0309941 | val_loss: 0.0312236 | Time: 4616.64 ms
[2021-07-27 12:16:05	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0309941 | val_loss: 0.0312199 | Time: 4513.47 ms
[2021-07-27 12:16:09	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0310049 | val_loss: 0.0312025 | Time: 4122 ms
[2021-07-27 12:16:13	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0310089 | val_loss: 0.0312051 | Time: 4045.75 ms
[2021-07-27 12:16:16	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0310056 | val_loss: 0.031222 | Time: 3340.11 ms
[2021-07-27 12:16:20	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0309995 | val_loss: 0.0312308 | Time: 3342.26 ms
[2021-07-27 12:16:23	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0309974 | val_loss: 0.0312133 | Time: 3346.32 ms
[2021-07-27 12:16:27	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0309905 | val_loss: 0.0312385 | Time: 3336.88 ms
[2021-07-27 12:16:31	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0309892 | val_loss: 0.0311998 | Time: 4300.81 ms
[2021-07-27 12:16:35	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0309867 | val_loss: 0.0312316 | Time: 3856.61 ms
[2021-07-27 12:16:38	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0309864 | val_loss: 0.0312077 | Time: 3354.24 ms
[2021-07-27 12:16:42	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0309916 | val_loss: 0.0312318 | Time: 3354.22 ms
[2021-07-27 12:16:45	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0309975 | val_loss: 0.0312369 | Time: 3365.05 ms
[2021-07-27 12:16:50	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0310045 | val_loss: 0.0311949 | Time: 4835.5 ms
[2021-07-27 12:16:54	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0310067 | val_loss: 0.031198 | Time: 4488.23 ms
[2021-07-27 12:16:58	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0309994 | val_loss: 0.031203 | Time: 3856.67 ms
[2021-07-27 12:17:03	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0309981 | val_loss: 0.0312352 | Time: 4518.09 ms
[2021-07-27 12:17:07	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0309872 | val_loss: 0.0312017 | Time: 3868.05 ms
[2021-07-27 12:17:10	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0309994 | val_loss: 0.0312145 | Time: 3400.06 ms
[2021-07-27 12:17:13	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0309964 | val_loss: 0.0312077 | Time: 3397.16 ms
[2021-07-27 12:17:17	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0309903 | val_loss: 0.0312167 | Time: 3385.82 ms
[2021-07-27 12:17:21	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0309904 | val_loss: 0.0312192 | Time: 4565 ms
[2021-07-27 12:17:26	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.030996 | val_loss: 0.0311954 | Time: 4400.21 ms
[2021-07-27 12:17:30	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0309929 | val_loss: 0.031248 | Time: 4601.21 ms
[2021-07-27 12:17:35	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0309966 | val_loss: 0.0312089 | Time: 4293.36 ms
[2021-07-27 12:17:39	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0309977 | val_loss: 0.0312275 | Time: 3724.45 ms
[2021-07-27 12:17:42	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0309874 | val_loss: 0.031201 | Time: 3382.72 ms
[2021-07-27 12:17:45	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0309998 | val_loss: 0.0311968 | Time: 3358.76 ms
[2021-07-27 12:17:49	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0310807 | val_loss: 0.0311732 | Time: 3350.48 ms
[2021-07-27 12:17:52	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0310614 | val_loss: 0.0311864 | Time: 3390.32 ms
[2021-07-27 12:17:55	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0310286 | val_loss: 0.0311837 | Time: 3359.42 ms
[2021-07-27 12:17:59	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0310106 | val_loss: 0.0312193 | Time: 3917.49 ms
[2021-07-27 12:18:04	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0310172 | val_loss: 0.0312027 | Time: 4737.28 ms
[2021-07-27 12:18:08	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0310052 | val_loss: 0.0312322 | Time: 4133.59 ms
[2021-07-27 12:18:13	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0309928 | val_loss: 0.0312041 | Time: 4413.52 ms
[2021-07-27 12:18:17	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0309942 | val_loss: 0.0311912 | Time: 4332.36 ms
[2021-07-27 12:18:21	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.030989 | val_loss: 0.0312053 | Time: 4306.55 ms
[2021-07-27 12:18:26	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0309872 | val_loss: 0.0312312 | Time: 4451.52 ms
[2021-07-27 12:18:30	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0309875 | val_loss: 0.0312065 | Time: 4102.14 ms
[2021-07-27 12:18:34	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0309874 | val_loss: 0.0311949 | Time: 3744.04 ms
[2021-07-27 12:18:37	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0310008 | val_loss: 0.0312417 | Time: 3341.64 ms
[2021-07-27 12:18:41	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0309903 | val_loss: 0.0312184 | Time: 3362.82 ms
[2021-07-27 12:18:44	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0309858 | val_loss: 0.0312364 | Time: 3898.19 ms
[2021-07-27 12:18:48	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0309904 | val_loss: 0.0312156 | Time: 3926.03 ms
[2021-07-27 12:18:52	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0309873 | val_loss: 0.031243 | Time: 3933.84 ms
[2021-07-27 12:18:57	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0309936 | val_loss: 0.0312344 | Time: 4444.08 ms
[2021-07-27 12:19:01	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0309929 | val_loss: 0.0312112 | Time: 4118.62 ms
[2021-07-27 12:19:06	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0309911 | val_loss: 0.0312276 | Time: 4603.17 ms
[2021-07-27 12:19:10	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0309854 | val_loss: 0.0312368 | Time: 3897.37 ms
[2021-07-27 12:19:13	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0309858 | val_loss: 0.0312309 | Time: 3319.22 ms
[2021-07-27 12:19:16	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0309831 | val_loss: 0.0312059 | Time: 3346.99 ms
[2021-07-27 12:19:21	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0310061 | val_loss: 0.0312184 | Time: 4966.68 ms
[2021-07-27 12:19:26	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0310135 | val_loss: 0.0311991 | Time: 4491.53 ms
[2021-07-27 12:19:30	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0310065 | val_loss: 0.0312067 | Time: 4260.87 ms
[2021-07-27 12:19:34	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0310029 | val_loss: 0.0312072 | Time: 4291.01 ms
[2021-07-27 12:19:38	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0310097 | val_loss: 0.0311995 | Time: 4093.86 ms
[2021-07-27 12:19:43	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0310012 | val_loss: 0.0312022 | Time: 4127 ms
[2021-07-27 12:19:47	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.031005 | val_loss: 0.031217 | Time: 4083.28 ms
[2021-07-27 12:19:51	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0310038 | val_loss: 0.0312414 | Time: 4231.51 ms
[2021-07-27 12:19:55	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0310043 | val_loss: 0.0312034 | Time: 3755.15 ms
[2021-07-27 12:19:59	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0310006 | val_loss: 0.0312259 | Time: 4397.89 ms
[2021-07-27 12:20:03	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0310004 | val_loss: 0.0312468 | Time: 4237.02 ms
[2021-07-27 12:20:07	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0310014 | val_loss: 0.0311987 | Time: 3394.17 ms
[2021-07-27 12:20:11	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0310011 | val_loss: 0.0312146 | Time: 4153.92 ms
[2021-07-27 12:20:15	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0309992 | val_loss: 0.031217 | Time: 4162.9 ms
[2021-07-27 12:20:19	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0310242 | val_loss: 0.0312063 | Time: 3766.41 ms
[2021-07-27 12:20:23	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312119 | val_loss: 0.031212 | Time: 4037.55 ms
[2021-07-27 12:20:27	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.031231 | val_loss: 0.0312887 | Time: 4533.4 ms
[2021-07-27 12:20:32	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0313388 | val_loss: 0.0315009 | Time: 4389 ms
[2021-07-27 12:20:36	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 4048.28 ms
[2021-07-27 12:20:39	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 3469.38 ms
[2021-07-27 12:20:43	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 3321.79 ms
[2021-07-27 12:20:46	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 3315.29 ms
[2021-07-27 12:20:50	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 4069.6 ms
[2021-07-27 12:20:55	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 4524.06 ms
[2021-07-27 12:20:59	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 4085.11 ms
[2021-07-27 12:21:03	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 4430.92 ms
[2021-07-27 12:21:08	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 4307.54 ms
[2021-07-27 12:21:12	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 4482.46 ms
[2021-07-27 12:21:15	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 3323.28 ms
[2021-07-27 12:21:19	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 3336.42 ms
[2021-07-27 12:21:22	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 3327.39 ms
[2021-07-27 12:21:26	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 3334.03 ms
[2021-07-27 12:21:29	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 3351.21 ms
[2021-07-27 12:21:32	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 3326.17 ms
[2021-07-27 12:21:36	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 3347.18 ms
[2021-07-27 12:21:39	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 3328.72 ms
[2021-07-27 12:21:42	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 3347.16 ms
[2021-07-27 12:21:46	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 3344.6 ms
[2021-07-27 12:21:49	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 3338.4 ms
[2021-07-27 12:21:52	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 3324.51 ms
[2021-07-27 12:21:56	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 3337.82 ms
[2021-07-27 12:22:00	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 4366.31 ms
[2021-07-27 12:22:04	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 4119.17 ms
[2021-07-27 12:22:09	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 4314.82 ms
[2021-07-27 12:22:13	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 4592.09 ms
[2021-07-27 12:22:17	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 4030.26 ms
[2021-07-27 12:22:21	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 3274.93 ms
[2021-07-27 12:22:25	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 4487.62 ms
[2021-07-27 12:22:29	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 4391.54 ms
[2021-07-27 12:22:33	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 3689.7 ms
[2021-07-27 12:22:36	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 3257.76 ms
[2021-07-27 12:22:41	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 4206.75 ms
[2021-07-27 12:22:44	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 3293.72 ms
[2021-07-27 12:22:47	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 3278.41 ms
[2021-07-27 12:22:51	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 3745.04 ms
[2021-07-27 12:22:55	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 4314.89 ms
[2021-07-27 12:22:59	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 4013.69 ms
[2021-07-27 12:23:03	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 3296.63 ms
[2021-07-27 12:23:06	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 3284.63 ms
[2021-07-27 12:23:10	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 3753.83 ms
[2021-07-27 12:23:14	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 4259.46 ms
[2021-07-27 12:23:19	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 4474.56 ms
[2021-07-27 12:23:23	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 4412.89 ms
[2021-07-27 12:23:27	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 3873.35 ms
[2021-07-27 12:23:31	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 4413.19 ms
[2021-07-27 12:23:36	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 4216.46 ms
[2021-07-27 12:23:40	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 3916.6 ms
[2021-07-27 12:23:44	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 4292.02 ms
[2021-07-27 12:23:48	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 3845.98 ms
[2021-07-27 12:23:52	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 3848.02 ms
[2021-07-27 12:23:56	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 4233.24 ms
[2021-07-27 12:24:00	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 3850.87 ms
[2021-07-27 12:24:03	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 3629.91 ms
[2021-07-27 12:24:08	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 4092.56 ms
[2021-07-27 12:24:12	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 4119.64 ms
[2021-07-27 12:24:16	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 4281.66 ms
[2021-07-27 12:24:20	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 4021.94 ms
[2021-07-27 12:24:24	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 4222.76 ms
[2021-07-27 12:24:28	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 3405.72 ms
[2021-07-27 12:24:31	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 3402.64 ms
[2021-07-27 12:24:35	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 3660.46 ms
[2021-07-27 12:24:39	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 4268.51 ms
[2021-07-27 12:24:43	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 3607.31 ms
[2021-07-27 12:24:46	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 3389.76 ms
[2021-07-27 12:24:50	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 4298.44 ms
[2021-07-27 12:24:55	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 4212.01 ms
[2021-07-27 12:24:59	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 4119.93 ms
[2021-07-27 12:25:03	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 4189.57 ms
[2021-07-27 12:25:08	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 4555.36 ms
[2021-07-27 12:25:12	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 4561.17 ms
[2021-07-27 12:25:16	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 4010.43 ms
[2021-07-27 12:25:20	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 4243.42 ms
[2021-07-27 12:25:24	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 3988.85 ms
[2021-07-27 12:25:29	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 4105.98 ms
[2021-07-27 12:25:32	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 3724.17 ms
[2021-07-27 12:25:37	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 4437.43 ms
[2021-07-27 12:25:41	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 4185.38 ms
[2021-07-27 12:25:45	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 4181.01 ms
[2021-07-27 12:25:49	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 3706.53 ms
[2021-07-27 12:25:53	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 3702.12 ms
[2021-07-27 12:25:57	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 4556.92 ms
[2021-07-27 12:26:02	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 4376.38 ms
[2021-07-27 12:26:06	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 4298.92 ms
[2021-07-27 12:26:10	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 3828.12 ms
[2021-07-27 12:26:14	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 3802.09 ms
[2021-07-27 12:26:18	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 4130.71 ms
[2021-07-27 12:26:21	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 3673.95 ms
[2021-07-27 12:26:25	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 3686.66 ms
[2021-07-27 12:26:28	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 3323.57 ms
[2021-07-27 12:26:32	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 3339.03 ms
[2021-07-27 12:26:36	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 4361.97 ms
[2021-07-27 12:26:40	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 3838.3 ms
[2021-07-27 12:26:44	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 3426.22 ms
[2021-07-27 12:26:47	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 3407.62 ms
[2021-07-27 12:26:50	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 3406.68 ms
[2021-07-27 12:26:54	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 3395.63 ms
[2021-07-27 12:26:57	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 3401.45 ms
[2021-07-27 12:27:01	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 3420.23 ms
[2021-07-27 12:27:04	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 3395.27 ms
[2021-07-27 12:27:07	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 3398.97 ms
[2021-07-27 12:27:11	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 3394.45 ms
[2021-07-27 12:27:14	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 3397.83 ms
[2021-07-27 12:27:18	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 3395.75 ms
[2021-07-27 12:27:21	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 3390.13 ms
[2021-07-27 12:27:24	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 3383.66 ms
[2021-07-27 12:27:28	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 3398.26 ms
[2021-07-27 12:27:31	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 3394.98 ms
[2021-07-27 12:27:35	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 3418.19 ms
[2021-07-27 12:27:38	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 3410.55 ms
[2021-07-27 12:27:42	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 3394.45 ms
[2021-07-27 12:27:45	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 3393.96 ms
[2021-07-27 12:27:48	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 3382.43 ms
[2021-07-27 12:27:52	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 3393.41 ms
[2021-07-27 12:27:56	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 4246.83 ms
[2021-07-27 12:28:00	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 4056.61 ms
[2021-07-27 12:28:05	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 4571.94 ms
[2021-07-27 12:28:09	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 4181.75 ms
[2021-07-27 12:28:13	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 3662.92 ms
[2021-07-27 12:28:17	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 4110.62 ms
[2021-07-27 12:28:21	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 4401 ms
[2021-07-27 12:28:25	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 4274.52 ms
[2021-07-27 12:28:29	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 3831.84 ms
[2021-07-27 12:28:33	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 3655.96 ms
[2021-07-27 12:28:36	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 3313.82 ms
[2021-07-27 12:28:40	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 4004.47 ms
[2021-07-27 12:28:45	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 4553.95 ms
[2021-07-27 12:28:49	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 4278.27 ms
[2021-07-27 12:28:53	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 4121.09 ms
[2021-07-27 12:28:58	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 4451.58 ms
[2021-07-27 12:29:02	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 3945.5 ms
[2021-07-27 12:29:06	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 4174.9 ms
[2021-07-27 12:29:10	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 4310.33 ms
[2021-07-27 12:29:14	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 3718.26 ms
[2021-07-27 12:29:17	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 3326.49 ms
[2021-07-27 12:29:21	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 3326.41 ms
[2021-07-27 12:29:24	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 3363.29 ms
[2021-07-27 12:29:28	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 3376.99 ms
[2021-07-27 12:29:31	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 3373.65 ms
[2021-07-27 12:29:34	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 3356.09 ms
[2021-07-27 12:29:38	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 3372.4 ms
[2021-07-27 12:29:41	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 3634.53 ms
[2021-07-27 12:29:45	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 3362.52 ms
[2021-07-27 12:29:49	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 4561.34 ms
[2021-07-27 12:29:54	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 4606.98 ms
[2021-07-27 12:29:58	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 4443.55 ms
[2021-07-27 12:30:03	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 4374.74 ms
[2021-07-27 12:30:06	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 3303.6 ms
[2021-07-27 12:30:09	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 3319.97 ms
[2021-07-27 12:30:13	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 3320.87 ms
[2021-07-27 12:30:17	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 4437.89 ms
[2021-07-27 12:30:22	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 4211.66 ms
[2021-07-27 12:30:26	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 4021.88 ms
[2021-07-27 12:30:29	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 3317.66 ms
[2021-07-27 12:30:33	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 3917.92 ms
[2021-07-27 12:30:37	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 4588.37 ms
[2021-07-27 12:30:42	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 4190.57 ms
[2021-07-27 12:30:45	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 3453.65 ms
[2021-07-27 12:30:49	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 3410.1 ms
[2021-07-27 12:30:52	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 3414.38 ms
[2021-07-27 12:30:56	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 3870.59 ms
[2021-07-27 12:31:00	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 4120.79 ms
[2021-07-27 12:31:04	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 4307.96 ms
[2021-07-27 12:31:09	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 4282.74 ms
[2021-07-27 12:31:13	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 4180.9 ms
[2021-07-27 12:31:17	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 4264.06 ms
[2021-07-27 12:31:21	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 3958.09 ms
[2021-07-27 12:31:25	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 3912.01 ms
[2021-07-27 12:31:29	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 3991.51 ms
[2021-07-27 12:31:33	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 4344.82 ms
[2021-07-27 12:31:38	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 4291.54 ms
[2021-07-27 12:31:41	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 3291.27 ms
[2021-07-27 12:31:44	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 3323.87 ms
[2021-07-27 12:31:48	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 3333.29 ms
[2021-07-27 12:31:52	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 4429.94 ms
[2021-07-27 12:31:56	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 4133.8 ms
[2021-07-27 12:32:00	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 3386.35 ms
[2021-07-27 12:32:03	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 3385.98 ms
[2021-07-27 12:32:07	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 3529.35 ms
[2021-07-27 12:32:10	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 3416.78 ms
[2021-07-27 12:32:14	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 3366.65 ms
[2021-07-27 12:32:17	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 3402.48 ms
[2021-07-27 12:32:20	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 3366.54 ms
[2021-07-27 12:32:24	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 3376.84 ms
[2021-07-27 12:32:24	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-07-27 12:32:24	                main:603]	:	INFO	:	Saving end state to config to file
[2021-07-27 12:32:24	                main:608]	:	INFO	:	Success, exiting..
12:32:24 (10388): 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)