Task 5959223

Name ParityMachine-1625099206-12910-3_2
Workunit 3720933
Created 20 Jul 2021, 13:20:02 UTC
Sent 20 Jul 2021, 14:26:30 UTC
Report deadline 27 Jul 2021, 14:26:30 UTC
Received 25 Jul 2021, 12:38:11 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 7896
Run time 2 hours 12 min 4 sec
CPU time 1 hours 49 min 41 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 3,940.06 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.40 GB
Peak swap size 3.60 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
1-07-25 13:21:30	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0311061 | val_loss: 0.0311321 | Time: 4807 ms
[2021-07-25 13:21:35	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311093 | val_loss: 0.0311341 | Time: 4831.7 ms
[2021-07-25 13:21:40	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311076 | val_loss: 0.031131 | Time: 4892.81 ms
[2021-07-25 13:21:45	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.031103 | val_loss: 0.0311333 | Time: 4710.07 ms
[2021-07-25 13:21:50	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311022 | val_loss: 0.0311354 | Time: 4823.55 ms
[2021-07-25 13:21:55	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311016 | val_loss: 0.0311293 | Time: 4889.69 ms
[2021-07-25 13:21:59	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0310988 | val_loss: 0.0311332 | Time: 4849.84 ms
[2021-07-25 13:22:04	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.031098 | val_loss: 0.0311307 | Time: 4861.98 ms
[2021-07-25 13:22:09	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.031098 | val_loss: 0.0311333 | Time: 4826.73 ms
[2021-07-25 13:22:14	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0310939 | val_loss: 0.0311334 | Time: 4859.02 ms
[2021-07-25 13:22:19	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0310955 | val_loss: 0.0311329 | Time: 4865.55 ms
[2021-07-25 13:22:24	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310952 | val_loss: 0.0311389 | Time: 4817.2 ms
[2021-07-25 13:22:29	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0310947 | val_loss: 0.0311346 | Time: 4776.14 ms
[2021-07-25 13:22:34	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0310919 | val_loss: 0.0311378 | Time: 4866.01 ms
[2021-07-25 13:22:39	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0310912 | val_loss: 0.031138 | Time: 4802.13 ms
[2021-07-25 13:22:43	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0310932 | val_loss: 0.0311347 | Time: 4850.79 ms
[2021-07-25 13:22:48	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0310915 | val_loss: 0.0311362 | Time: 4849.94 ms
[2021-07-25 13:22:53	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.031093 | val_loss: 0.0311417 | Time: 4837.5 ms
[2021-07-25 13:22:58	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311032 | val_loss: 0.0311358 | Time: 4749.8 ms
[2021-07-25 13:23:03	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311019 | val_loss: 0.0311303 | Time: 4796.28 ms
[2021-07-25 13:23:08	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0310992 | val_loss: 0.0311316 | Time: 4848.06 ms
[2021-07-25 13:23:13	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0310977 | val_loss: 0.0311323 | Time: 4811.99 ms
[2021-07-25 13:23:18	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311005 | val_loss: 0.0311316 | Time: 4863.7 ms
[2021-07-25 13:23:22	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311002 | val_loss: 0.0311323 | Time: 4793.04 ms
[2021-07-25 13:23:27	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0310966 | val_loss: 0.0311329 | Time: 4809.77 ms
[2021-07-25 13:23:32	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0310934 | val_loss: 0.0311316 | Time: 4805.8 ms
[2021-07-25 13:23:37	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0310934 | val_loss: 0.0311337 | Time: 4886.98 ms
[2021-07-25 13:23:42	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0310981 | val_loss: 0.0311356 | Time: 4853.03 ms
[2021-07-25 13:23:47	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0310962 | val_loss: 0.0311373 | Time: 4872.17 ms
[2021-07-25 13:23:52	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0310926 | val_loss: 0.031143 | Time: 4814.04 ms
[2021-07-25 13:23:57	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0310924 | val_loss: 0.0311377 | Time: 4849.14 ms
[2021-07-25 13:24:01	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0310917 | val_loss: 0.0311332 | Time: 4843.71 ms
[2021-07-25 13:24:06	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.031089 | val_loss: 0.031145 | Time: 4834.71 ms
[2021-07-25 13:24:11	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.031092 | val_loss: 0.0311346 | Time: 4814.53 ms
[2021-07-25 13:24:16	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0310891 | val_loss: 0.0311327 | Time: 4823.84 ms
[2021-07-25 13:24:21	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.031092 | val_loss: 0.0311304 | Time: 4791.96 ms
[2021-07-25 13:24:26	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0310928 | val_loss: 0.0311344 | Time: 4892.52 ms
[2021-07-25 13:24:31	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0310956 | val_loss: 0.0311331 | Time: 4861.42 ms
[2021-07-25 13:24:36	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0310942 | val_loss: 0.0311343 | Time: 4819.21 ms
[2021-07-25 13:24:40	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0310916 | val_loss: 0.0311318 | Time: 4790.87 ms
[2021-07-25 13:24:45	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0310905 | val_loss: 0.0311342 | Time: 4865.97 ms
[2021-07-25 13:24:50	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0310902 | val_loss: 0.031128 | Time: 4839.01 ms
[2021-07-25 13:24:55	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0310936 | val_loss: 0.0311312 | Time: 4835.62 ms
[2021-07-25 13:25:00	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0310924 | val_loss: 0.0311352 | Time: 4883.65 ms
[2021-07-25 13:25:05	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0310934 | val_loss: 0.0311353 | Time: 4881.24 ms
[2021-07-25 13:25:10	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0310904 | val_loss: 0.0311395 | Time: 4882.82 ms
[2021-07-25 13:25:15	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0310891 | val_loss: 0.0311372 | Time: 4822.26 ms
[2021-07-25 13:25:20	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0310887 | val_loss: 0.0311348 | Time: 4877.68 ms
[2021-07-25 13:25:24	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0310924 | val_loss: 0.031137 | Time: 4818.08 ms
[2021-07-25 13:25:29	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0310913 | val_loss: 0.031137 | Time: 4780.98 ms
[2021-07-25 13:25:34	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0310922 | val_loss: 0.031134 | Time: 4884.99 ms
[2021-07-25 13:25:39	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0310902 | val_loss: 0.0311393 | Time: 4893.23 ms
[2021-07-25 13:25:44	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0310904 | val_loss: 0.0311346 | Time: 4864.23 ms
[2021-07-25 13:25:49	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0310911 | val_loss: 0.0311435 | Time: 4901.42 ms
[2021-07-25 13:25:54	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0310918 | val_loss: 0.031141 | Time: 4855.19 ms
[2021-07-25 13:25:59	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0310899 | val_loss: 0.0311401 | Time: 4813.73 ms
[2021-07-25 13:26:04	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0310886 | val_loss: 0.0311344 | Time: 4837.16 ms
[2021-07-25 13:26:09	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0310918 | val_loss: 0.0311377 | Time: 4823.3 ms
[2021-07-25 13:26:13	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0310935 | val_loss: 0.0311336 | Time: 4861.67 ms
[2021-07-25 13:26:18	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0310893 | val_loss: 0.0311288 | Time: 4811.13 ms
[2021-07-25 13:26:23	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0310883 | val_loss: 0.0311314 | Time: 4830.92 ms
[2021-07-25 13:26:28	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.031085 | val_loss: 0.0311411 | Time: 4877.2 ms
[2021-07-25 13:26:33	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0310906 | val_loss: 0.0311374 | Time: 4784.64 ms
[2021-07-25 13:26:38	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0310914 | val_loss: 0.0311333 | Time: 4833.07 ms
[2021-07-25 13:26:43	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0310893 | val_loss: 0.0311377 | Time: 4836.63 ms
[2021-07-25 13:26:48	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0310953 | val_loss: 0.031135 | Time: 4875.23 ms
[2021-07-25 13:26:52	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0310954 | val_loss: 0.0311302 | Time: 4826.01 ms
[2021-07-25 13:26:57	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.031091 | val_loss: 0.0311299 | Time: 4805.58 ms
[2021-07-25 13:27:02	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0310886 | val_loss: 0.0311427 | Time: 4823.13 ms
[2021-07-25 13:27:07	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0310879 | val_loss: 0.0311317 | Time: 4878.99 ms
[2021-07-25 13:27:12	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.03109 | val_loss: 0.0311333 | Time: 4819.3 ms
[2021-07-25 13:27:17	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0310859 | val_loss: 0.0311346 | Time: 4896.09 ms
[2021-07-25 13:27:22	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0310914 | val_loss: 0.0311385 | Time: 4855.13 ms
[2021-07-25 13:27:27	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0310923 | val_loss: 0.0311361 | Time: 4799.52 ms
[2021-07-25 13:27:32	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0310873 | val_loss: 0.0311338 | Time: 4812.87 ms
[2021-07-25 13:27:36	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0310874 | val_loss: 0.0311307 | Time: 4824.73 ms
[2021-07-25 13:27:41	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0310875 | val_loss: 0.0311236 | Time: 4818.66 ms
[2021-07-25 13:27:46	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0310866 | val_loss: 0.03113 | Time: 4857.43 ms
[2021-07-25 13:27:51	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.031086 | val_loss: 0.0311291 | Time: 4857.59 ms
[2021-07-25 13:27:56	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0310842 | val_loss: 0.0311352 | Time: 4759.66 ms
[2021-07-25 13:28:01	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0310851 | val_loss: 0.0311302 | Time: 4781.81 ms
[2021-07-25 13:28:06	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0310841 | val_loss: 0.0311307 | Time: 4765.42 ms
[2021-07-25 13:28:10	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0310838 | val_loss: 0.0311296 | Time: 4811.14 ms
[2021-07-25 13:28:15	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0310805 | val_loss: 0.0311295 | Time: 4827.54 ms
[2021-07-25 13:28:20	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031082 | val_loss: 0.0311338 | Time: 4801.78 ms
[2021-07-25 13:28:25	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0310797 | val_loss: 0.0311383 | Time: 4906.32 ms
[2021-07-25 13:28:30	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.031077 | val_loss: 0.0311264 | Time: 4931.08 ms
[2021-07-25 13:28:35	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0310771 | val_loss: 0.0311301 | Time: 4899.74 ms
[2021-07-25 13:28:40	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0310786 | val_loss: 0.0311394 | Time: 4797.64 ms
[2021-07-25 13:28:45	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0310787 | val_loss: 0.0311362 | Time: 4842.4 ms
[2021-07-25 13:28:50	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0310795 | val_loss: 0.0311331 | Time: 4866.11 ms
[2021-07-25 13:28:55	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0310878 | val_loss: 0.0311368 | Time: 4858.96 ms
[2021-07-25 13:29:00	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0310886 | val_loss: 0.0311348 | Time: 4844.15 ms
[2021-07-25 13:29:04	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0310857 | val_loss: 0.0311285 | Time: 4830.56 ms
[2021-07-25 13:29:09	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0310851 | val_loss: 0.031127 | Time: 4853.9 ms
[2021-07-25 13:29:14	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0310822 | val_loss: 0.0311276 | Time: 4804.24 ms
[2021-07-25 13:29:19	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.031082 | val_loss: 0.0311414 | Time: 4874.76 ms
[2021-07-25 13:29:24	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0310878 | val_loss: 0.0311278 | Time: 4943.87 ms
[2021-07-25 13:29:29	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0310888 | val_loss: 0.0311355 | Time: 4795.99 ms
[2021-07-25 13:29:34	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0310912 | val_loss: 0.0311345 | Time: 4819.38 ms
[2021-07-25 13:29:39	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0310914 | val_loss: 0.0311362 | Time: 4811.26 ms
[2021-07-25 13:29:44	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.031098 | val_loss: 0.0311307 | Time: 4821.84 ms
[2021-07-25 13:29:49	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.031095 | val_loss: 0.0311309 | Time: 4855.17 ms
[2021-07-25 13:29:54	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0310934 | val_loss: 0.031137 | Time: 4729.47 ms
[2021-07-25 13:29:58	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.031096 | val_loss: 0.0311326 | Time: 4700.46 ms
[2021-07-25 13:30:03	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0310885 | val_loss: 0.0311296 | Time: 4717.71 ms
[2021-07-25 13:30:08	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.031087 | val_loss: 0.0311301 | Time: 5022.85 ms
[2021-07-25 13:30:13	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0310949 | val_loss: 0.0311337 | Time: 4760.65 ms
[2021-07-25 13:30:18	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311023 | val_loss: 0.0311219 | Time: 4892.32 ms
[2021-07-25 13:30:23	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311 | val_loss: 0.0311298 | Time: 4736.14 ms
[2021-07-25 13:30:28	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0310966 | val_loss: 0.0311291 | Time: 4823.77 ms
[2021-07-25 13:30:32	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0310907 | val_loss: 0.0311257 | Time: 4771.7 ms
[2021-07-25 13:30:37	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0310862 | val_loss: 0.0311237 | Time: 4823.02 ms
[2021-07-25 13:30:42	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0310864 | val_loss: 0.0311323 | Time: 4816.57 ms
[2021-07-25 13:30:47	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0310949 | val_loss: 0.0311294 | Time: 4798.47 ms
[2021-07-25 13:30:52	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0310882 | val_loss: 0.0311224 | Time: 4808.22 ms
[2021-07-25 13:30:57	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.031087 | val_loss: 0.0311267 | Time: 4815.18 ms
[2021-07-25 13:31:02	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0310838 | val_loss: 0.0311277 | Time: 4815.7 ms
[2021-07-25 13:31:06	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0310837 | val_loss: 0.0311268 | Time: 4796.79 ms
[2021-07-25 13:31:11	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0310812 | val_loss: 0.0311254 | Time: 4793.54 ms
[2021-07-25 13:31:16	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0310863 | val_loss: 0.0311275 | Time: 4781.73 ms
[2021-07-25 13:31:21	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0310852 | val_loss: 0.0311267 | Time: 4765.03 ms
[2021-07-25 13:31:26	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0310804 | val_loss: 0.031128 | Time: 4793.49 ms
[2021-07-25 13:31:30	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0310802 | val_loss: 0.0311218 | Time: 4788.44 ms
[2021-07-25 13:31:35	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0310802 | val_loss: 0.0311276 | Time: 4787.06 ms
[2021-07-25 13:31:40	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0310788 | val_loss: 0.0311262 | Time: 4746.34 ms
[2021-07-25 13:31:45	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0310757 | val_loss: 0.0311291 | Time: 4829.39 ms
[2021-07-25 13:31:50	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0310753 | val_loss: 0.031126 | Time: 4833.5 ms
[2021-07-25 13:31:55	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0310781 | val_loss: 0.0311302 | Time: 4774.2 ms
[2021-07-25 13:32:00	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0310739 | val_loss: 0.0311289 | Time: 4808.47 ms
[2021-07-25 13:32:04	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.031075 | val_loss: 0.0311235 | Time: 4792.4 ms
[2021-07-25 13:32:09	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0310778 | val_loss: 0.0311359 | Time: 4776.13 ms
[2021-07-25 13:32:14	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0310789 | val_loss: 0.0311353 | Time: 4811.51 ms
[2021-07-25 13:32:19	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.031075 | val_loss: 0.0311305 | Time: 4793.6 ms
[2021-07-25 13:32:24	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0310764 | val_loss: 0.0311333 | Time: 4771.47 ms
[2021-07-25 13:32:28	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.031073 | val_loss: 0.0311283 | Time: 4731.64 ms
[2021-07-25 13:32:33	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0310758 | val_loss: 0.0311291 | Time: 4784.09 ms
[2021-07-25 13:32:38	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0310789 | val_loss: 0.0311294 | Time: 4805.39 ms
[2021-07-25 13:32:43	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0310813 | val_loss: 0.0311219 | Time: 4811.33 ms
[2021-07-25 13:32:48	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0310741 | val_loss: 0.0311324 | Time: 4767.41 ms
[2021-07-25 13:32:53	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0310771 | val_loss: 0.0311341 | Time: 4734.47 ms
[2021-07-25 13:32:57	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.03108 | val_loss: 0.0311369 | Time: 4810.33 ms
[2021-07-25 13:33:02	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.031081 | val_loss: 0.0311306 | Time: 4754.11 ms
[2021-07-25 13:33:07	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0310776 | val_loss: 0.0311327 | Time: 4791.98 ms
[2021-07-25 13:33:12	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.03108 | val_loss: 0.0311303 | Time: 4800.44 ms
[2021-07-25 13:33:17	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0310763 | val_loss: 0.0311236 | Time: 4754.02 ms
[2021-07-25 13:33:22	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0310747 | val_loss: 0.0311307 | Time: 4806.96 ms
[2021-07-25 13:33:26	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0310801 | val_loss: 0.0311347 | Time: 4788.94 ms
[2021-07-25 13:33:31	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0310824 | val_loss: 0.031142 | Time: 4809.89 ms
[2021-07-25 13:33:36	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311006 | val_loss: 0.0311312 | Time: 4828.15 ms
[2021-07-25 13:33:41	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0310923 | val_loss: 0.031129 | Time: 4787.27 ms
[2021-07-25 13:33:46	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0310872 | val_loss: 0.0311334 | Time: 4806.89 ms
[2021-07-25 13:33:51	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0310848 | val_loss: 0.0311217 | Time: 4887.81 ms
[2021-07-25 13:33:56	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.031085 | val_loss: 0.0311333 | Time: 4791.28 ms
[2021-07-25 13:34:01	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0310834 | val_loss: 0.0311276 | Time: 4786.01 ms
[2021-07-25 13:34:05	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0310811 | val_loss: 0.0311256 | Time: 4805.41 ms
[2021-07-25 13:34:10	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0310783 | val_loss: 0.0311324 | Time: 4833.56 ms
[2021-07-25 13:34:15	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0310803 | val_loss: 0.0311258 | Time: 4818.75 ms
[2021-07-25 13:34:20	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0310801 | val_loss: 0.0311298 | Time: 4774.61 ms
[2021-07-25 13:34:25	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0310761 | val_loss: 0.0311272 | Time: 4767.94 ms
[2021-07-25 13:34:30	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0310748 | val_loss: 0.0311344 | Time: 4813.03 ms
[2021-07-25 13:34:34	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0310751 | val_loss: 0.0311306 | Time: 4788.17 ms
[2021-07-25 13:34:39	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0310745 | val_loss: 0.0311347 | Time: 4839.97 ms
[2021-07-25 13:34:44	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0310758 | val_loss: 0.031122 | Time: 4834.35 ms
[2021-07-25 13:34:49	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0310822 | val_loss: 0.0311309 | Time: 4886.89 ms
[2021-07-25 13:34:54	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0310775 | val_loss: 0.0311319 | Time: 4802.43 ms
[2021-07-25 13:34:59	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0310762 | val_loss: 0.0311269 | Time: 4789.59 ms
[2021-07-25 13:35:04	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0310739 | val_loss: 0.031132 | Time: 4756.18 ms
[2021-07-25 13:35:08	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0310703 | val_loss: 0.0311386 | Time: 4750 ms
[2021-07-25 13:35:13	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0310832 | val_loss: 0.0311394 | Time: 4775.39 ms
[2021-07-25 13:35:18	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0310835 | val_loss: 0.0311304 | Time: 4796.75 ms
[2021-07-25 13:35:23	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.031081 | val_loss: 0.0311295 | Time: 4764.9 ms
[2021-07-25 13:35:28	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0310814 | val_loss: 0.0311335 | Time: 4799 ms
[2021-07-25 13:35:33	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0310787 | val_loss: 0.0311228 | Time: 4816.28 ms
[2021-07-25 13:35:37	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0310751 | val_loss: 0.0311337 | Time: 4804.99 ms
[2021-07-25 13:35:42	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0310739 | val_loss: 0.0311274 | Time: 4820.82 ms
[2021-07-25 13:35:47	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.031073 | val_loss: 0.0311243 | Time: 4825.72 ms
[2021-07-25 13:35:52	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0310726 | val_loss: 0.0311319 | Time: 4766.46 ms
[2021-07-25 13:35:57	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0310834 | val_loss: 0.0311217 | Time: 4796.45 ms
[2021-07-25 13:36:02	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0310859 | val_loss: 0.0311454 | Time: 4766.25 ms
[2021-07-25 13:36:06	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0310973 | val_loss: 0.0311312 | Time: 4823.31 ms
[2021-07-25 13:36:11	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0310876 | val_loss: 0.0311241 | Time: 4770.19 ms
[2021-07-25 13:36:16	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0310801 | val_loss: 0.031121 | Time: 4754.06 ms
[2021-07-25 13:36:21	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0310792 | val_loss: 0.0311262 | Time: 4787.14 ms
[2021-07-25 13:36:26	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0310789 | val_loss: 0.031125 | Time: 4756.98 ms
[2021-07-25 13:36:30	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0310852 | val_loss: 0.0311261 | Time: 4773.7 ms
[2021-07-25 13:36:35	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0310909 | val_loss: 0.0311277 | Time: 4766.03 ms
[2021-07-25 13:36:40	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0310839 | val_loss: 0.0311272 | Time: 4757.32 ms
[2021-07-25 13:36:45	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0310814 | val_loss: 0.0311261 | Time: 4765.43 ms
[2021-07-25 13:36:50	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0310877 | val_loss: 0.0311232 | Time: 4774.75 ms
[2021-07-25 13:36:55	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0310912 | val_loss: 0.0311207 | Time: 4759.01 ms
[2021-07-25 13:36:59	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0310851 | val_loss: 0.0311194 | Time: 4808.79 ms
[2021-07-25 13:37:04	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0310851 | val_loss: 0.0311231 | Time: 4804.24 ms
[2021-07-25 13:37:09	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0310778 | val_loss: 0.0311237 | Time: 4771.15 ms
[2021-07-25 13:37:14	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0310757 | val_loss: 0.0311245 | Time: 4803.98 ms
[2021-07-25 13:37:19	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0310752 | val_loss: 0.0311162 | Time: 4741.03 ms
[2021-07-25 13:37:24	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0310776 | val_loss: 0.0311291 | Time: 4749.31 ms
[2021-07-25 13:37:28	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0310761 | val_loss: 0.0311249 | Time: 4793.73 ms
[2021-07-25 13:37:33	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0310746 | val_loss: 0.0311332 | Time: 4780.18 ms
[2021-07-25 13:37:38	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0310822 | val_loss: 0.031135 | Time: 4736.87 ms
[2021-07-25 13:37:43	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0310742 | val_loss: 0.0311224 | Time: 4733.64 ms
[2021-07-25 13:37:48	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0310722 | val_loss: 0.0311259 | Time: 4781.84 ms
[2021-07-25 13:37:52	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0310708 | val_loss: 0.0311242 | Time: 4769.75 ms
[2021-07-25 13:37:57	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0310721 | val_loss: 0.0311284 | Time: 4761.13 ms
[2021-07-25 13:38:02	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0310733 | val_loss: 0.0311263 | Time: 4748.58 ms
[2021-07-25 13:38:07	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0310694 | val_loss: 0.0311296 | Time: 4749.52 ms
[2021-07-25 13:38:12	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0310691 | val_loss: 0.031136 | Time: 4764.71 ms
[2021-07-25 13:38:16	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.031067 | val_loss: 0.03112 | Time: 4729.39 ms
[2021-07-25 13:38:21	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0310767 | val_loss: 0.0311229 | Time: 4736.45 ms
[2021-07-25 13:38:26	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0310765 | val_loss: 0.0311302 | Time: 4785.03 ms
[2021-07-25 13:38:31	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0310675 | val_loss: 0.0311261 | Time: 4771.19 ms
[2021-07-25 13:38:36	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0310654 | val_loss: 0.0311269 | Time: 4765.59 ms
[2021-07-25 13:38:40	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0310647 | val_loss: 0.0311315 | Time: 4829.28 ms
[2021-07-25 13:38:45	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0310649 | val_loss: 0.0311256 | Time: 4740.68 ms
[2021-07-25 13:38:50	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0310646 | val_loss: 0.0311253 | Time: 4761.41 ms
[2021-07-25 13:38:55	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0310643 | val_loss: 0.0311278 | Time: 4743.66 ms
[2021-07-25 13:39:00	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.031063 | val_loss: 0.0311369 | Time: 4726.66 ms
[2021-07-25 13:39:04	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0310664 | val_loss: 0.0311237 | Time: 4728.11 ms
[2021-07-25 13:39:09	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0310652 | val_loss: 0.0311374 | Time: 4781.32 ms
[2021-07-25 13:39:14	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0310715 | val_loss: 0.0311344 | Time: 4727.38 ms
[2021-07-25 13:39:19	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.031076 | val_loss: 0.0311353 | Time: 4738.85 ms
[2021-07-25 13:39:23	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.031069 | val_loss: 0.0311344 | Time: 4704.24 ms
[2021-07-25 13:39:28	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0310683 | val_loss: 0.0311305 | Time: 4801.91 ms
[2021-07-25 13:39:33	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0310734 | val_loss: 0.0311337 | Time: 4785.77 ms
[2021-07-25 13:39:38	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0310707 | val_loss: 0.0311244 | Time: 4735.34 ms
[2021-07-25 13:39:43	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0310742 | val_loss: 0.031133 | Time: 4738.82 ms
[2021-07-25 13:39:48	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0310744 | val_loss: 0.0311206 | Time: 4758.61 ms
[2021-07-25 13:39:52	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0310817 | val_loss: 0.0311312 | Time: 4768.9 ms
[2021-07-25 13:39:57	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0310859 | val_loss: 0.0311236 | Time: 4741.68 ms
[2021-07-25 13:40:02	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0310833 | val_loss: 0.0311229 | Time: 4771.9 ms
[2021-07-25 13:40:07	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0310833 | val_loss: 0.0311236 | Time: 4783.67 ms
[2021-07-25 13:40:12	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0310816 | val_loss: 0.0311231 | Time: 4730.5 ms
[2021-07-25 13:40:16	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0310818 | val_loss: 0.0311218 | Time: 4791.46 ms
[2021-07-25 13:40:21	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0310794 | val_loss: 0.0311225 | Time: 4748.73 ms
[2021-07-25 13:40:26	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0310759 | val_loss: 0.0311251 | Time: 4762.36 ms
[2021-07-25 13:40:31	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0310756 | val_loss: 0.0311239 | Time: 4765.55 ms
[2021-07-25 13:40:36	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0310764 | val_loss: 0.0311297 | Time: 4760.47 ms
[2021-07-25 13:40:40	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0310698 | val_loss: 0.0311288 | Time: 4712.44 ms
[2021-07-25 13:40:45	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0310699 | val_loss: 0.0311291 | Time: 4783.64 ms
[2021-07-25 13:40:50	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0310725 | val_loss: 0.0311195 | Time: 4740.84 ms
[2021-07-25 13:40:55	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0310821 | val_loss: 0.0311211 | Time: 4761.43 ms
[2021-07-25 13:41:00	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0310815 | val_loss: 0.0311268 | Time: 4700.59 ms
[2021-07-25 13:41:04	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0310787 | val_loss: 0.0311149 | Time: 4757.27 ms
[2021-07-25 13:41:09	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0310788 | val_loss: 0.0311184 | Time: 4748.46 ms
[2021-07-25 13:41:14	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0310833 | val_loss: 0.0311201 | Time: 4762.22 ms
[2021-07-25 13:41:19	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.031079 | val_loss: 0.0311208 | Time: 4734.01 ms
[2021-07-25 13:41:23	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0310779 | val_loss: 0.0311176 | Time: 4715.18 ms
[2021-07-25 13:41:28	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0310741 | val_loss: 0.0311212 | Time: 4748.33 ms
[2021-07-25 13:41:33	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0310754 | val_loss: 0.0311252 | Time: 4754.84 ms
[2021-07-25 13:41:38	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.031072 | val_loss: 0.0311222 | Time: 4787.07 ms
[2021-07-25 13:41:43	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0310699 | val_loss: 0.0311326 | Time: 4823.53 ms
[2021-07-25 13:41:48	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0310706 | val_loss: 0.0311186 | Time: 4734.9 ms
[2021-07-25 13:41:52	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0310693 | val_loss: 0.031117 | Time: 4742.23 ms
[2021-07-25 13:41:57	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0310675 | val_loss: 0.0311185 | Time: 4751.59 ms
[2021-07-25 13:42:02	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0310662 | val_loss: 0.0311159 | Time: 4766.3 ms
[2021-07-25 13:42:07	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.031064 | val_loss: 0.031124 | Time: 4715.43 ms
[2021-07-25 13:42:11	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0310718 | val_loss: 0.0311211 | Time: 4746.8 ms
[2021-07-25 13:42:16	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0310687 | val_loss: 0.0311215 | Time: 4723.5 ms
[2021-07-25 13:42:21	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0310668 | val_loss: 0.0311272 | Time: 4756.74 ms
[2021-07-25 13:42:26	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0310639 | val_loss: 0.0311225 | Time: 4771.48 ms
[2021-07-25 13:42:31	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0310648 | val_loss: 0.031124 | Time: 4748.63 ms
[2021-07-25 13:42:35	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.031066 | val_loss: 0.0311287 | Time: 4750.69 ms
[2021-07-25 13:42:40	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0310625 | val_loss: 0.031118 | Time: 4754.95 ms
[2021-07-25 13:42:45	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0310616 | val_loss: 0.0311203 | Time: 4628.56 ms
[2021-07-25 13:42:50	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0310625 | val_loss: 0.0311186 | Time: 4742.84 ms
[2021-07-25 13:42:54	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0310628 | val_loss: 0.0311264 | Time: 4741.17 ms
[2021-07-25 13:42:59	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0310618 | val_loss: 0.0311304 | Time: 4778.21 ms
[2021-07-25 13:43:04	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0310607 | val_loss: 0.0311268 | Time: 4763.21 ms
[2021-07-25 13:43:09	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0310647 | val_loss: 0.0311266 | Time: 4731.11 ms
[2021-07-25 13:43:14	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0310684 | val_loss: 0.0311308 | Time: 4704.51 ms
[2021-07-25 13:43:18	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0310737 | val_loss: 0.0311203 | Time: 4750.16 ms
[2021-07-25 13:43:23	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0310776 | val_loss: 0.0311231 | Time: 4771.96 ms
[2021-07-25 13:43:28	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0310741 | val_loss: 0.0311218 | Time: 4750.21 ms
[2021-07-25 13:43:33	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0310762 | val_loss: 0.0311264 | Time: 4779.4 ms
[2021-07-25 13:43:38	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.03107 | val_loss: 0.0311187 | Time: 4744.74 ms
[2021-07-25 13:43:42	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0310685 | val_loss: 0.0311229 | Time: 4712.82 ms
[2021-07-25 13:43:47	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0310672 | val_loss: 0.0311143 | Time: 4755.41 ms
[2021-07-25 13:43:52	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0310678 | val_loss: 0.0311243 | Time: 4767.81 ms
[2021-07-25 13:43:57	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0310631 | val_loss: 0.0311226 | Time: 4735.03 ms
[2021-07-25 13:44:02	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0310612 | val_loss: 0.0311229 | Time: 4730.89 ms
[2021-07-25 13:44:06	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0310599 | val_loss: 0.0311315 | Time: 4768.16 ms
[2021-07-25 13:44:11	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0310617 | val_loss: 0.0311325 | Time: 4806.29 ms
[2021-07-25 13:44:16	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0310605 | val_loss: 0.0311258 | Time: 4726.18 ms
[2021-07-25 13:44:21	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0310625 | val_loss: 0.0311241 | Time: 4772.12 ms
[2021-07-25 13:44:26	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0310636 | val_loss: 0.0311342 | Time: 4747.32 ms
[2021-07-25 13:44:31	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0310658 | val_loss: 0.0311237 | Time: 4801.15 ms
[2021-07-25 13:44:35	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0310624 | val_loss: 0.0311223 | Time: 4822.17 ms
[2021-07-25 13:44:40	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0310641 | val_loss: 0.0311304 | Time: 4775.06 ms
[2021-07-25 13:44:45	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.031065 | val_loss: 0.031133 | Time: 4738.66 ms
[2021-07-25 13:44:50	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0310665 | val_loss: 0.0311294 | Time: 4767.63 ms
[2021-07-25 13:44:55	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0310676 | val_loss: 0.0311404 | Time: 4777.74 ms
[2021-07-25 13:44:59	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0310743 | val_loss: 0.0311359 | Time: 4766.92 ms
[2021-07-25 13:45:04	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0310692 | val_loss: 0.0311217 | Time: 4793.76 ms
[2021-07-25 13:45:09	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0310701 | val_loss: 0.0311299 | Time: 4812.62 ms
[2021-07-25 13:45:14	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0310663 | val_loss: 0.0311385 | Time: 4718.54 ms
[2021-07-25 13:45:19	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0310623 | val_loss: 0.0311169 | Time: 4742.54 ms
[2021-07-25 13:45:23	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0310612 | val_loss: 0.0311227 | Time: 4785.11 ms
[2021-07-25 13:45:28	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0310628 | val_loss: 0.0311222 | Time: 4810.29 ms
[2021-07-25 13:45:33	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0310614 | val_loss: 0.0311259 | Time: 4738.43 ms
[2021-07-25 13:45:38	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.031065 | val_loss: 0.0311163 | Time: 4723.83 ms
[2021-07-25 13:45:43	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0310681 | val_loss: 0.0311281 | Time: 4733.44 ms
[2021-07-25 13:45:47	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0310629 | val_loss: 0.0311228 | Time: 4792.22 ms
[2021-07-25 13:45:52	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.031064 | val_loss: 0.0311261 | Time: 4739.15 ms
[2021-07-25 13:45:57	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0310606 | val_loss: 0.0311281 | Time: 4711.11 ms
[2021-07-25 13:46:02	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0310638 | val_loss: 0.0311244 | Time: 4725.53 ms
[2021-07-25 13:46:07	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0310656 | val_loss: 0.0311305 | Time: 4768.5 ms
[2021-07-25 13:46:11	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0310608 | val_loss: 0.0311172 | Time: 4750.89 ms
[2021-07-25 13:46:16	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0310706 | val_loss: 0.0311231 | Time: 4774.12 ms
[2021-07-25 13:46:21	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0310725 | val_loss: 0.0311258 | Time: 4712.6 ms
[2021-07-25 13:46:26	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0310698 | val_loss: 0.031123 | Time: 4732.54 ms
[2021-07-25 13:46:31	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0310664 | val_loss: 0.0311241 | Time: 4766.16 ms
[2021-07-25 13:46:35	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0310682 | val_loss: 0.0311252 | Time: 4749.3 ms
[2021-07-25 13:46:40	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0310669 | val_loss: 0.0311317 | Time: 4763.64 ms
[2021-07-25 13:46:45	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0310758 | val_loss: 0.0311251 | Time: 4726.25 ms
[2021-07-25 13:46:50	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311164 | val_loss: 0.0311299 | Time: 4749.57 ms
[2021-07-25 13:46:54	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311153 | val_loss: 0.0311217 | Time: 4740.76 ms
[2021-07-25 13:46:59	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0310999 | val_loss: 0.0311252 | Time: 4712.09 ms
[2021-07-25 13:47:04	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0310924 | val_loss: 0.0311176 | Time: 4758.33 ms
[2021-07-25 13:47:09	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.031085 | val_loss: 0.0311249 | Time: 4722.87 ms
[2021-07-25 13:47:14	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0310816 | val_loss: 0.0311233 | Time: 4741.72 ms
[2021-07-25 13:47:18	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0310937 | val_loss: 0.0311267 | Time: 4737.26 ms
[2021-07-25 13:47:23	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0310989 | val_loss: 0.031123 | Time: 4745.14 ms
[2021-07-25 13:47:28	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0310934 | val_loss: 0.0311246 | Time: 4761.61 ms
[2021-07-25 13:47:33	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0310959 | val_loss: 0.0311196 | Time: 4733.11 ms
[2021-07-25 13:47:38	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0310884 | val_loss: 0.0311236 | Time: 4728.38 ms
[2021-07-25 13:47:42	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.031081 | val_loss: 0.0311155 | Time: 4799.2 ms
[2021-07-25 13:47:47	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0310788 | val_loss: 0.0311147 | Time: 4779.47 ms
[2021-07-25 13:47:52	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0310756 | val_loss: 0.0311227 | Time: 4751.18 ms
[2021-07-25 13:47:57	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0310733 | val_loss: 0.0311164 | Time: 4800.49 ms
[2021-07-25 13:48:02	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0310712 | val_loss: 0.0311185 | Time: 4756.92 ms
[2021-07-25 13:48:06	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0310707 | val_loss: 0.03112 | Time: 4719.49 ms
[2021-07-25 13:48:11	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.031071 | val_loss: 0.0311229 | Time: 4754.61 ms
[2021-07-25 13:48:16	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0310674 | val_loss: 0.0311236 | Time: 4758.61 ms
[2021-07-25 13:48:21	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.03107 | val_loss: 0.031125 | Time: 4767.81 ms
[2021-07-25 13:48:26	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0310763 | val_loss: 0.0311149 | Time: 4771.24 ms
[2021-07-25 13:48:30	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0310708 | val_loss: 0.0311161 | Time: 4791.92 ms
[2021-07-25 13:48:35	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0310715 | val_loss: 0.0311284 | Time: 4743.32 ms
[2021-07-25 13:48:40	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.03107 | val_loss: 0.0311189 | Time: 4777.32 ms
[2021-07-25 13:48:45	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0310682 | val_loss: 0.0311208 | Time: 4738.2 ms
[2021-07-25 13:48:50	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0310655 | val_loss: 0.0311202 | Time: 4751.88 ms
[2021-07-25 13:48:54	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0310662 | val_loss: 0.0311277 | Time: 4775.85 ms
[2021-07-25 13:48:59	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0310682 | val_loss: 0.0311298 | Time: 4749.19 ms
[2021-07-25 13:49:04	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0310684 | val_loss: 0.0311253 | Time: 4731.73 ms
[2021-07-25 13:49:09	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0310664 | val_loss: 0.0311248 | Time: 4734.71 ms
[2021-07-25 13:49:14	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0310695 | val_loss: 0.0311165 | Time: 4764.61 ms
[2021-07-25 13:49:18	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0310729 | val_loss: 0.0311196 | Time: 4717.91 ms
[2021-07-25 13:49:23	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0310683 | val_loss: 0.031123 | Time: 4773.28 ms
[2021-07-25 13:49:28	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.031068 | val_loss: 0.0311256 | Time: 4756.66 ms
[2021-07-25 13:49:33	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0310662 | val_loss: 0.0311232 | Time: 4743.35 ms
[2021-07-25 13:49:38	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0310638 | val_loss: 0.0311165 | Time: 4745.19 ms
[2021-07-25 13:49:42	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0310609 | val_loss: 0.0311246 | Time: 4757.44 ms
[2021-07-25 13:49:47	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0310621 | val_loss: 0.0311283 | Time: 4793.22 ms
[2021-07-25 13:49:52	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0310606 | val_loss: 0.0311294 | Time: 4737.48 ms
[2021-07-25 13:49:57	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0310589 | val_loss: 0.0311302 | Time: 4797.08 ms
[2021-07-25 13:50:02	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0310597 | val_loss: 0.0311393 | Time: 4736.61 ms
[2021-07-25 13:50:06	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.03106 | val_loss: 0.0311281 | Time: 4763.38 ms
[2021-07-25 13:50:11	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0310579 | val_loss: 0.0311419 | Time: 4772.5 ms
[2021-07-25 13:50:16	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0310556 | val_loss: 0.0311253 | Time: 4740.63 ms
[2021-07-25 13:50:21	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0310551 | val_loss: 0.0311245 | Time: 4709.37 ms
[2021-07-25 13:50:26	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0310544 | val_loss: 0.0311236 | Time: 4795.39 ms
[2021-07-25 13:50:30	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0310565 | val_loss: 0.0311324 | Time: 4761.24 ms
[2021-07-25 13:50:35	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0310572 | val_loss: 0.0311349 | Time: 4810.27 ms
[2021-07-25 13:50:40	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0310577 | val_loss: 0.031135 | Time: 4777.57 ms
[2021-07-25 13:50:45	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0310563 | val_loss: 0.0311281 | Time: 4731.25 ms
[2021-07-25 13:50:50	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0310606 | val_loss: 0.0311214 | Time: 4803.53 ms
[2021-07-25 13:50:54	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0310608 | val_loss: 0.0311264 | Time: 4741.11 ms
[2021-07-25 13:50:59	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0310612 | val_loss: 0.03112 | Time: 4754.49 ms
[2021-07-25 13:51:04	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0310698 | val_loss: 0.0311275 | Time: 4763.69 ms
[2021-07-25 13:51:09	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0310585 | val_loss: 0.0311239 | Time: 4782.36 ms
[2021-07-25 13:51:14	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0310613 | val_loss: 0.0311326 | Time: 4716.07 ms
[2021-07-25 13:51:18	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0310607 | val_loss: 0.0311241 | Time: 4788.75 ms
[2021-07-25 13:51:23	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0310617 | val_loss: 0.0311169 | Time: 4789.31 ms
[2021-07-25 13:51:28	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0310653 | val_loss: 0.0311189 | Time: 4766.53 ms
[2021-07-25 13:51:33	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0310863 | val_loss: 0.0311374 | Time: 4734.71 ms
[2021-07-25 13:51:38	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0311272 | val_loss: 0.0311312 | Time: 4740.61 ms
[2021-07-25 13:51:42	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0311161 | val_loss: 0.031128 | Time: 4734.84 ms
[2021-07-25 13:51:47	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0311075 | val_loss: 0.0311282 | Time: 4757.79 ms
[2021-07-25 13:51:52	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0311015 | val_loss: 0.0311255 | Time: 4775.11 ms
[2021-07-25 13:51:57	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0310923 | val_loss: 0.0311218 | Time: 4727 ms
[2021-07-25 13:52:02	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0310889 | val_loss: 0.0311237 | Time: 4737.78 ms
[2021-07-25 13:52:06	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0310865 | val_loss: 0.0311168 | Time: 4771.88 ms
[2021-07-25 13:52:11	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0310792 | val_loss: 0.031112 | Time: 4781.51 ms
[2021-07-25 13:52:16	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0310818 | val_loss: 0.0311131 | Time: 4737.3 ms
[2021-07-25 13:52:21	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0310764 | val_loss: 0.0311207 | Time: 4746.58 ms
[2021-07-25 13:52:26	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0310866 | val_loss: 0.0311322 | Time: 4718.58 ms
[2021-07-25 13:52:30	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0310836 | val_loss: 0.0311198 | Time: 4725.71 ms
[2021-07-25 13:52:35	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.031074 | val_loss: 0.031115 | Time: 4730.54 ms
[2021-07-25 13:52:40	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0310755 | val_loss: 0.0311132 | Time: 4710.91 ms
[2021-07-25 13:52:45	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0310827 | val_loss: 0.0311209 | Time: 4720.47 ms
[2021-07-25 13:52:49	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.0310929 | val_loss: 0.0311222 | Time: 4777.41 ms
[2021-07-25 13:52:54	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0310917 | val_loss: 0.0311212 | Time: 4766.72 ms
[2021-07-25 13:52:59	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0310864 | val_loss: 0.0311258 | Time: 4805.2 ms
[2021-07-25 13:53:04	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0310803 | val_loss: 0.0311187 | Time: 4784.41 ms
[2021-07-25 13:53:09	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.031077 | val_loss: 0.0311179 | Time: 4749.19 ms
[2021-07-25 13:53:13	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0310737 | val_loss: 0.0311275 | Time: 4747.42 ms
[2021-07-25 13:53:18	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0310753 | val_loss: 0.0311195 | Time: 4718.56 ms
[2021-07-25 13:53:23	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0310735 | val_loss: 0.0311246 | Time: 4713.87 ms
[2021-07-25 13:53:28	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0310729 | val_loss: 0.031127 | Time: 4727.06 ms
[2021-07-25 13:53:33	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0310737 | val_loss: 0.0311193 | Time: 4747.74 ms
[2021-07-25 13:53:37	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.031069 | val_loss: 0.0311157 | Time: 4748.98 ms
[2021-07-25 13:53:42	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0310712 | val_loss: 0.0311216 | Time: 4773.28 ms
[2021-07-25 13:53:47	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0310736 | val_loss: 0.0311214 | Time: 4721.96 ms
[2021-07-25 13:53:52	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0310695 | val_loss: 0.0311208 | Time: 4792.9 ms
[2021-07-25 13:53:57	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0310734 | val_loss: 0.0311114 | Time: 4736.47 ms
[2021-07-25 13:54:01	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0310722 | val_loss: 0.0311149 | Time: 4786.73 ms
[2021-07-25 13:54:06	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0310677 | val_loss: 0.0311211 | Time: 4733.26 ms
[2021-07-25 13:54:11	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0310647 | val_loss: 0.0311228 | Time: 4774.79 ms
[2021-07-25 13:54:16	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0310662 | val_loss: 0.0311214 | Time: 4693.57 ms
[2021-07-25 13:54:21	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.031065 | val_loss: 0.0311188 | Time: 4730.08 ms
[2021-07-25 13:54:25	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0310622 | val_loss: 0.0311141 | Time: 4774.55 ms
[2021-07-25 13:54:30	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0310617 | val_loss: 0.0311191 | Time: 4753.6 ms
[2021-07-25 13:54:35	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0310606 | val_loss: 0.0311232 | Time: 4747.53 ms
[2021-07-25 13:54:40	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0310612 | val_loss: 0.0311201 | Time: 4780.17 ms
[2021-07-25 13:54:45	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0310653 | val_loss: 0.0311181 | Time: 4770.28 ms
[2021-07-25 13:54:49	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.031064 | val_loss: 0.0311155 | Time: 4742.19 ms
[2021-07-25 13:54:54	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0310637 | val_loss: 0.0311146 | Time: 4736.67 ms
[2021-07-25 13:54:59	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0310619 | val_loss: 0.0311157 | Time: 4765.28 ms
[2021-07-25 13:55:04	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0310598 | val_loss: 0.0311198 | Time: 4770.36 ms
[2021-07-25 13:55:09	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0310609 | val_loss: 0.031115 | Time: 4800.06 ms
[2021-07-25 13:55:13	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0310633 | val_loss: 0.0311217 | Time: 4763 ms
[2021-07-25 13:55:18	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0310918 | val_loss: 0.0311164 | Time: 4818.93 ms
[2021-07-25 13:55:23	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0310961 | val_loss: 0.0311174 | Time: 4797.34 ms
[2021-07-25 13:55:28	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0310974 | val_loss: 0.0311182 | Time: 4741.66 ms
[2021-07-25 13:55:33	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0310945 | val_loss: 0.0311251 | Time: 4704.64 ms
[2021-07-25 13:55:37	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0310915 | val_loss: 0.0311171 | Time: 4736.53 ms
[2021-07-25 13:55:42	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0310866 | val_loss: 0.0311205 | Time: 4742.07 ms
[2021-07-25 13:55:47	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0310814 | val_loss: 0.0311181 | Time: 4781.09 ms
[2021-07-25 13:55:52	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0310783 | val_loss: 0.0311122 | Time: 4749.85 ms
[2021-07-25 13:55:57	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0310788 | val_loss: 0.0311203 | Time: 4769.48 ms
[2021-07-25 13:56:01	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0310789 | val_loss: 0.0311209 | Time: 4745.67 ms
[2021-07-25 13:56:06	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0310767 | val_loss: 0.0311234 | Time: 4777.64 ms
[2021-07-25 13:56:11	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0310756 | val_loss: 0.0311223 | Time: 4783.95 ms
[2021-07-25 13:56:16	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0310741 | val_loss: 0.0311209 | Time: 4727.07 ms
[2021-07-25 13:56:21	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0310703 | val_loss: 0.0311177 | Time: 4772.52 ms
[2021-07-25 13:56:25	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0310685 | val_loss: 0.0311179 | Time: 4778.78 ms
[2021-07-25 13:56:30	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0310673 | val_loss: 0.0311206 | Time: 4743.52 ms
[2021-07-25 13:56:35	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0310666 | val_loss: 0.0311213 | Time: 4738.14 ms
[2021-07-25 13:56:40	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0310657 | val_loss: 0.0311169 | Time: 4790.69 ms
[2021-07-25 13:56:45	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0310679 | val_loss: 0.0311189 | Time: 4764.23 ms
[2021-07-25 13:56:49	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0310743 | val_loss: 0.031113 | Time: 4701.06 ms
[2021-07-25 13:56:54	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0310709 | val_loss: 0.031122 | Time: 4772.77 ms
[2021-07-25 13:56:59	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0310715 | val_loss: 0.0311242 | Time: 4716.93 ms
[2021-07-25 13:57:04	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0310711 | val_loss: 0.0311137 | Time: 4750.49 ms
[2021-07-25 13:57:09	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.031072 | val_loss: 0.0311316 | Time: 4719.86 ms
[2021-07-25 13:57:13	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0310771 | val_loss: 0.0311232 | Time: 4817.16 ms
[2021-07-25 13:57:18	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0310788 | val_loss: 0.0311125 | Time: 4767.37 ms
[2021-07-25 13:57:23	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0310744 | val_loss: 0.031119 | Time: 4762.19 ms
[2021-07-25 13:57:28	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0310743 | val_loss: 0.0311274 | Time: 4784.14 ms
[2021-07-25 13:57:33	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0310734 | val_loss: 0.0311222 | Time: 4759.17 ms
[2021-07-25 13:57:37	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0310693 | val_loss: 0.0311183 | Time: 4810.89 ms
[2021-07-25 13:57:42	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0310716 | val_loss: 0.0311259 | Time: 4818.02 ms
[2021-07-25 13:57:47	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0310684 | val_loss: 0.0311176 | Time: 4821.33 ms
[2021-07-25 13:57:52	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0310653 | val_loss: 0.0311195 | Time: 4744.22 ms
[2021-07-25 13:57:57	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0310653 | val_loss: 0.0311135 | Time: 4811.88 ms
[2021-07-25 13:58:02	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.0310621 | val_loss: 0.0311206 | Time: 4794.79 ms
[2021-07-25 13:58:06	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0310638 | val_loss: 0.0311194 | Time: 4802 ms
[2021-07-25 13:58:11	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0310657 | val_loss: 0.0311297 | Time: 4766.2 ms
[2021-07-25 13:58:16	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0310719 | val_loss: 0.0311153 | Time: 4778.06 ms
[2021-07-25 13:58:21	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0310655 | val_loss: 0.0311285 | Time: 4779.49 ms
[2021-07-25 13:58:26	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0310606 | val_loss: 0.0311235 | Time: 4837.09 ms
[2021-07-25 13:58:30	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0310598 | val_loss: 0.0311252 | Time: 4767.64 ms
[2021-07-25 13:58:35	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0310577 | val_loss: 0.031118 | Time: 4803.46 ms
[2021-07-25 13:58:40	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0310573 | val_loss: 0.0311242 | Time: 4811.77 ms
[2021-07-25 13:58:45	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0310573 | val_loss: 0.031129 | Time: 4789.01 ms
[2021-07-25 13:58:50	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.031055 | val_loss: 0.0311315 | Time: 4819.2 ms
[2021-07-25 13:58:55	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.0310536 | val_loss: 0.031129 | Time: 4773.93 ms
[2021-07-25 13:58:59	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0310578 | val_loss: 0.0311232 | Time: 4764.39 ms
[2021-07-25 13:59:04	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0310571 | val_loss: 0.0311352 | Time: 4779.8 ms
[2021-07-25 13:59:09	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0310583 | val_loss: 0.031125 | Time: 4742.02 ms
[2021-07-25 13:59:14	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.03106 | val_loss: 0.0311233 | Time: 4757.85 ms
[2021-07-25 13:59:19	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0310564 | val_loss: 0.0311271 | Time: 4764.56 ms
[2021-07-25 13:59:23	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.031072 | val_loss: 0.0311219 | Time: 4737.13 ms
[2021-07-25 13:59:28	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0310726 | val_loss: 0.0311261 | Time: 4753.15 ms
[2021-07-25 13:59:33	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0310712 | val_loss: 0.0311231 | Time: 4797 ms
[2021-07-25 13:59:38	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0310692 | val_loss: 0.031122 | Time: 4781 ms
[2021-07-25 13:59:43	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0310661 | val_loss: 0.0311216 | Time: 4741.31 ms
[2021-07-25 13:59:47	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0310639 | val_loss: 0.031131 | Time: 4764.85 ms
[2021-07-25 13:59:52	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.0310616 | val_loss: 0.0311286 | Time: 4751.43 ms
[2021-07-25 13:59:57	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0310583 | val_loss: 0.0311311 | Time: 4756.7 ms
[2021-07-25 14:00:02	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0310553 | val_loss: 0.0311327 | Time: 4767.88 ms
[2021-07-25 14:00:07	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0310646 | val_loss: 0.0311212 | Time: 4742.51 ms
[2021-07-25 14:00:11	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.0310629 | val_loss: 0.0311272 | Time: 4783.79 ms
[2021-07-25 14:00:16	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.0310578 | val_loss: 0.031128 | Time: 4731.09 ms
[2021-07-25 14:00:21	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0310545 | val_loss: 0.031124 | Time: 4781.48 ms
[2021-07-25 14:00:26	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0310518 | val_loss: 0.0311292 | Time: 4749.34 ms
[2021-07-25 14:00:31	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0310525 | val_loss: 0.0311251 | Time: 4751.91 ms
[2021-07-25 14:00:35	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0310517 | val_loss: 0.03113 | Time: 4776.72 ms
[2021-07-25 14:00:40	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0310535 | val_loss: 0.0311452 | Time: 4733.86 ms
[2021-07-25 14:00:45	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0310613 | val_loss: 0.0311329 | Time: 4776.45 ms
[2021-07-25 14:00:50	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0310634 | val_loss: 0.0311365 | Time: 4752.57 ms
[2021-07-25 14:00:55	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0310616 | val_loss: 0.0311261 | Time: 4810.15 ms
[2021-07-25 14:00:59	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0310592 | val_loss: 0.0311268 | Time: 4765.16 ms
[2021-07-25 14:01:04	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0310577 | val_loss: 0.0311226 | Time: 4778.6 ms
[2021-07-25 14:01:09	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0310597 | val_loss: 0.0311236 | Time: 4769.72 ms
[2021-07-25 14:01:14	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0310552 | val_loss: 0.0311248 | Time: 4733.91 ms
[2021-07-25 14:01:19	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0310573 | val_loss: 0.0311263 | Time: 4732.08 ms
[2021-07-25 14:01:23	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0310564 | val_loss: 0.0311343 | Time: 4784.53 ms
[2021-07-25 14:01:28	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0310581 | val_loss: 0.0311397 | Time: 4739.88 ms
[2021-07-25 14:01:33	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0310569 | val_loss: 0.0311241 | Time: 4749.44 ms
[2021-07-25 14:01:38	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0310514 | val_loss: 0.0311277 | Time: 4748.95 ms
[2021-07-25 14:01:42	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0310498 | val_loss: 0.031131 | Time: 4748.78 ms
[2021-07-25 14:01:47	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.031048 | val_loss: 0.0311371 | Time: 4803.81 ms
[2021-07-25 14:01:52	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0310533 | val_loss: 0.0311247 | Time: 4752.73 ms
[2021-07-25 14:01:57	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0310566 | val_loss: 0.0311125 | Time: 4783.81 ms
[2021-07-25 14:02:02	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.031054 | val_loss: 0.0311185 | Time: 4802 ms
[2021-07-25 14:02:07	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0310514 | val_loss: 0.0311286 | Time: 4810.41 ms
[2021-07-25 14:02:11	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0310516 | val_loss: 0.0311247 | Time: 4746.9 ms
[2021-07-25 14:02:11	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311247
[2021-07-25 14:02:11	                main:603]	:	INFO	:	Saving end state to config to file
[2021-07-25 14:02:11	                main:608]	:	INFO	:	Success, exiting..
14:02:12 (14080): 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)