Task 13047835

Name ParityModified-1645992080-2516-2-0_1
Workunit 9755532
Created 13 Mar 2022, 12:58:44 UTC
Sent 13 Mar 2022, 14:23:52 UTC
Report deadline 21 Mar 2022, 14:23:52 UTC
Received 13 Mar 2022, 22:44:59 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 16730
Run time 1 hours 50 min 57 sec
CPU time 1 hours 49 min 57 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 17,054.56 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.59 GB
Peak swap size 4.54 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
 21:53:19	                main:476]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2022-03-13 21:53:19	                main:477]	:	INFO	:	    Max Epochs: 2048
[2022-03-13 21:53:19	                main:478]	:	INFO	:	    Batch Size: 128
[2022-03-13 21:53:19	                main:479]	:	INFO	:	    Learning Rate: 0.01
[2022-03-13 21:53:19	                main:480]	:	INFO	:	    Patience: 10
[2022-03-13 21:53:19	                main:481]	:	INFO	:	    Hidden Width: 12
[2022-03-13 21:53:19	                main:482]	:	INFO	:	    # Recurrent Layers: 4
[2022-03-13 21:53:19	                main:483]	:	INFO	:	    # Backend Layers: 4
[2022-03-13 21:53:19	                main:484]	:	INFO	:	    # Threads: 1
[2022-03-13 21:53:19	                main:486]	:	INFO	:	Preparing Dataset
[2022-03-13 21:53:19	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-13 21:53:19	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-13 22:10:11	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2022-03-13 22:10:11	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-13 22:10:11	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-13 22:10:11	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2022-03-13 22:10:11	                main:494]	:	INFO	:	Creating Model
[2022-03-13 22:10:11	                main:507]	:	INFO	:	Preparing config file
[2022-03-13 22:10:11	                main:511]	:	INFO	:	Found checkpoint, attempting to load... 
[2022-03-13 22:10:11	                main:512]	:	INFO	:	Loading config
[2022-03-13 22:10:11	                main:514]	:	INFO	:	Loading state
[2022-03-13 22:24:41	                main:559]	:	INFO	:	Loading DataLoader into Memory
[2022-03-13 22:24:41	                main:562]	:	INFO	:	Starting Training
[2022-03-13 22:25:15	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0312566 | val_loss: 0.0312177 | Time: 33938.5 ms
[2022-03-13 22:25:16	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0312045 | val_loss: 0.031202 | Time: 1475.54 ms
[2022-03-13 22:25:18	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311982 | val_loss: 0.0311999 | Time: 1447.07 ms
[2022-03-13 22:25:19	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311974 | val_loss: 0.0312008 | Time: 1425.23 ms
[2022-03-13 22:25:20	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311965 | val_loss: 0.0311997 | Time: 1416.3 ms
[2022-03-13 22:25:22	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0312013 | val_loss: 0.0312079 | Time: 1489.51 ms
[2022-03-13 22:25:23	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 1454.77 ms
[2022-03-13 22:25:25	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311971 | val_loss: 0.0312028 | Time: 1428.91 ms
[2022-03-13 22:25:26	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311977 | val_loss: 0.0312039 | Time: 1410.17 ms
[2022-03-13 22:25:28	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311966 | val_loss: 0.0311998 | Time: 1438.96 ms
[2022-03-13 22:25:29	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311948 | val_loss: 0.0311987 | Time: 1411.53 ms
[2022-03-13 22:25:31	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311935 | val_loss: 0.0311975 | Time: 1480.07 ms
[2022-03-13 22:25:32	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311956 | val_loss: 0.0311972 | Time: 1598.75 ms
[2022-03-13 22:25:34	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311941 | val_loss: 0.0311969 | Time: 1577.07 ms
[2022-03-13 22:25:35	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311924 | val_loss: 0.0311985 | Time: 1596.25 ms
[2022-03-13 22:25:37	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311954 | val_loss: 0.0312031 | Time: 1584.07 ms
[2022-03-13 22:25:39	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 1587.68 ms
[2022-03-13 22:25:40	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311953 | val_loss: 0.0312008 | Time: 1583.13 ms
[2022-03-13 22:25:42	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311978 | val_loss: 0.0311987 | Time: 1596.14 ms
[2022-03-13 22:25:43	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311943 | val_loss: 0.0311963 | Time: 1603.47 ms
[2022-03-13 22:25:45	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311911 | val_loss: 0.031195 | Time: 1612.38 ms
[2022-03-13 22:25:47	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311904 | val_loss: 0.031196 | Time: 1603.26 ms
[2022-03-13 22:25:49	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311933 | val_loss: 0.0311982 | Time: 1939.69 ms
[2022-03-13 22:25:51	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 2292.48 ms
[2022-03-13 22:25:53	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.031195 | val_loss: 0.0311963 | Time: 2343.14 ms
[2022-03-13 22:25:55	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 2272.89 ms
[2022-03-13 22:25:58	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311902 | val_loss: 0.0311932 | Time: 2306.65 ms
[2022-03-13 22:26:00	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 2268.1 ms
[2022-03-13 22:26:02	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311911 | val_loss: 0.0311982 | Time: 2299.61 ms
[2022-03-13 22:26:05	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 2330.65 ms
[2022-03-13 22:26:07	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311883 | val_loss: 0.0311962 | Time: 2279.46 ms
[2022-03-13 22:26:09	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311882 | val_loss: 0.0311958 | Time: 2307.68 ms
[2022-03-13 22:26:12	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.031192 | val_loss: 0.0311944 | Time: 2298.98 ms
[2022-03-13 22:26:14	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311931 | val_loss: 0.0312007 | Time: 2323.68 ms
[2022-03-13 22:26:16	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.031194 | val_loss: 0.0311973 | Time: 2304.4 ms
[2022-03-13 22:26:19	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.031194 | val_loss: 0.0312022 | Time: 2345.88 ms
[2022-03-13 22:26:21	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311923 | val_loss: 0.0311979 | Time: 2332.46 ms
[2022-03-13 22:26:23	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311917 | val_loss: 0.0311996 | Time: 2293.17 ms
[2022-03-13 22:26:25	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0312006 | val_loss: 0.0312101 | Time: 2277.62 ms
[2022-03-13 22:26:28	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312132 | val_loss: 0.0312159 | Time: 2312.37 ms
[2022-03-13 22:26:30	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 2293.28 ms
[2022-03-13 22:26:32	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312072 | val_loss: 0.0312104 | Time: 2321.18 ms
[2022-03-13 22:26:35	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0312071 | val_loss: 0.0312094 | Time: 2304.49 ms
[2022-03-13 22:26:37	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.031208 | val_loss: 0.031207 | Time: 2296.66 ms
[2022-03-13 22:26:39	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0312083 | val_loss: 0.0312139 | Time: 2293.63 ms
[2022-03-13 22:26:42	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0312095 | val_loss: 0.0312121 | Time: 2291.3 ms
[2022-03-13 22:26:44	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0312035 | val_loss: 0.0312067 | Time: 2312.3 ms
[2022-03-13 22:26:46	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0312024 | val_loss: 0.0312054 | Time: 2303.79 ms
[2022-03-13 22:26:49	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0312025 | val_loss: 0.0312043 | Time: 2312.55 ms
[2022-03-13 22:26:51	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0312006 | val_loss: 0.0312034 | Time: 2290.58 ms
[2022-03-13 22:26:53	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0312003 | val_loss: 0.031203 | Time: 2285.3 ms
[2022-03-13 22:26:55	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311997 | val_loss: 0.0312024 | Time: 2281.71 ms
[2022-03-13 22:26:58	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0312003 | val_loss: 0.0312067 | Time: 2282.83 ms
[2022-03-13 22:27:00	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0312044 | val_loss: 0.0312078 | Time: 2292.33 ms
[2022-03-13 22:27:02	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0312048 | val_loss: 0.0312074 | Time: 2344.53 ms
[2022-03-13 22:27:05	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0312045 | val_loss: 0.0312072 | Time: 2318.2 ms
[2022-03-13 22:27:07	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0312026 | val_loss: 0.0312059 | Time: 2332.92 ms
[2022-03-13 22:27:09	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0312004 | val_loss: 0.0312023 | Time: 2308.23 ms
[2022-03-13 22:27:12	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311992 | val_loss: 0.0312034 | Time: 2310.19 ms
[2022-03-13 22:27:14	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311986 | val_loss: 0.0312019 | Time: 2312.78 ms
[2022-03-13 22:27:16	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311998 | val_loss: 0.0312032 | Time: 2323.16 ms
[2022-03-13 22:27:19	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311977 | val_loss: 0.0312022 | Time: 2263.44 ms
[2022-03-13 22:27:21	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311989 | val_loss: 0.0312012 | Time: 2312.54 ms
[2022-03-13 22:27:23	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.031198 | val_loss: 0.0312018 | Time: 2299.6 ms
[2022-03-13 22:27:25	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311982 | val_loss: 0.0312021 | Time: 2323.36 ms
[2022-03-13 22:27:28	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0312006 | val_loss: 0.0312121 | Time: 2339.59 ms
[2022-03-13 22:27:30	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0312015 | val_loss: 0.0312009 | Time: 2342.71 ms
[2022-03-13 22:27:32	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311965 | val_loss: 0.0311999 | Time: 2303.76 ms
[2022-03-13 22:27:35	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031197 | val_loss: 0.0312004 | Time: 2276.15 ms
[2022-03-13 22:27:37	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311976 | val_loss: 0.0311999 | Time: 2298.4 ms
[2022-03-13 22:27:39	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311967 | val_loss: 0.0312031 | Time: 2296.04 ms
[2022-03-13 22:27:42	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0312025 | val_loss: 0.0312013 | Time: 2290.19 ms
[2022-03-13 22:27:44	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311994 | val_loss: 0.0312017 | Time: 2310.37 ms
[2022-03-13 22:27:46	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311986 | val_loss: 0.0311997 | Time: 2288.72 ms
[2022-03-13 22:27:49	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311967 | val_loss: 0.0312019 | Time: 2299.83 ms
[2022-03-13 22:27:51	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311963 | val_loss: 0.0312017 | Time: 2283.96 ms
[2022-03-13 22:27:53	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311962 | val_loss: 0.0312007 | Time: 2310.56 ms
[2022-03-13 22:27:55	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311962 | val_loss: 0.0312009 | Time: 2319.32 ms
[2022-03-13 22:27:58	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.031196 | val_loss: 0.0312016 | Time: 2340.18 ms
[2022-03-13 22:28:00	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311959 | val_loss: 0.0312024 | Time: 2323.49 ms
[2022-03-13 22:28:02	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311956 | val_loss: 0.0312017 | Time: 2323.32 ms
[2022-03-13 22:28:05	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311955 | val_loss: 0.0312007 | Time: 2338.71 ms
[2022-03-13 22:28:07	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.031194 | val_loss: 0.0312001 | Time: 2321.64 ms
[2022-03-13 22:28:09	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311955 | val_loss: 0.0312048 | Time: 2307.13 ms
[2022-03-13 22:28:12	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311954 | val_loss: 0.0312006 | Time: 2355.48 ms
[2022-03-13 22:28:14	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311941 | val_loss: 0.0312009 | Time: 2287.06 ms
[2022-03-13 22:28:16	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311935 | val_loss: 0.0312005 | Time: 2324.05 ms
[2022-03-13 22:28:19	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311936 | val_loss: 0.0312028 | Time: 2303.22 ms
[2022-03-13 22:28:21	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311943 | val_loss: 0.031202 | Time: 2309.57 ms
[2022-03-13 22:28:23	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311941 | val_loss: 0.0312013 | Time: 2290.37 ms
[2022-03-13 22:28:26	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311937 | val_loss: 0.031201 | Time: 2292.14 ms
[2022-03-13 22:28:28	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2307 ms
[2022-03-13 22:28:30	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311962 | val_loss: 0.0311993 | Time: 2304.7 ms
[2022-03-13 22:28:33	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311935 | val_loss: 0.031202 | Time: 2308.23 ms
[2022-03-13 22:28:35	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311937 | val_loss: 0.0312002 | Time: 2311.64 ms
[2022-03-13 22:28:37	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311952 | val_loss: 0.0312001 | Time: 2339.09 ms
[2022-03-13 22:28:40	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311936 | val_loss: 0.0312001 | Time: 2323.33 ms
[2022-03-13 22:28:42	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311933 | val_loss: 0.0312 | Time: 2288.49 ms
[2022-03-13 22:28:44	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311939 | val_loss: 0.0312034 | Time: 2330.16 ms
[2022-03-13 22:28:47	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311935 | val_loss: 0.0311998 | Time: 2343.39 ms
[2022-03-13 22:28:49	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.031193 | val_loss: 0.0311997 | Time: 2344.55 ms
[2022-03-13 22:28:51	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 2312.48 ms
[2022-03-13 22:28:54	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 2312.09 ms
[2022-03-13 22:28:56	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311923 | val_loss: 0.0312016 | Time: 2318.65 ms
[2022-03-13 22:28:58	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311958 | val_loss: 0.0312194 | Time: 2291.74 ms
[2022-03-13 22:29:00	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0312058 | val_loss: 0.0312003 | Time: 2307.26 ms
[2022-03-13 22:29:03	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311945 | val_loss: 0.0312013 | Time: 2328.73 ms
[2022-03-13 22:29:05	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311937 | val_loss: 0.0311977 | Time: 2313.61 ms
[2022-03-13 22:29:07	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.031193 | val_loss: 0.0311977 | Time: 2321.77 ms
[2022-03-13 22:29:10	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311921 | val_loss: 0.0311972 | Time: 2308.62 ms
[2022-03-13 22:29:12	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311916 | val_loss: 0.0312004 | Time: 2340.04 ms
[2022-03-13 22:29:14	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311923 | val_loss: 0.0312004 | Time: 2321.41 ms
[2022-03-13 22:29:17	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311926 | val_loss: 0.0312 | Time: 2308.82 ms
[2022-03-13 22:29:19	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311925 | val_loss: 0.0311983 | Time: 2310.21 ms
[2022-03-13 22:29:21	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311912 | val_loss: 0.0311975 | Time: 2351.83 ms
[2022-03-13 22:29:24	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311925 | val_loss: 0.0312008 | Time: 2326.65 ms
[2022-03-13 22:29:26	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311916 | val_loss: 0.0311989 | Time: 2312.38 ms
[2022-03-13 22:29:28	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311916 | val_loss: 0.0312016 | Time: 2317.43 ms
[2022-03-13 22:29:31	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311937 | val_loss: 0.0311988 | Time: 2301.93 ms
[2022-03-13 22:29:33	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 2303.61 ms
[2022-03-13 22:29:35	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311924 | val_loss: 0.0311993 | Time: 2320.92 ms
[2022-03-13 22:29:38	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311938 | val_loss: 0.0312006 | Time: 2303.22 ms
[2022-03-13 22:29:40	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311965 | val_loss: 0.0311994 | Time: 2329.06 ms
[2022-03-13 22:29:42	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311944 | val_loss: 0.0311994 | Time: 2307.12 ms
[2022-03-13 22:29:45	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311945 | val_loss: 0.0311988 | Time: 2327.1 ms
[2022-03-13 22:29:47	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311964 | val_loss: 0.0312063 | Time: 2276.57 ms
[2022-03-13 22:29:49	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311944 | val_loss: 0.0312016 | Time: 2299.86 ms
[2022-03-13 22:29:51	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311932 | val_loss: 0.0311993 | Time: 2315.89 ms
[2022-03-13 22:29:54	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311926 | val_loss: 0.0312094 | Time: 2299.74 ms
[2022-03-13 22:29:56	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311948 | val_loss: 0.0311983 | Time: 2301 ms
[2022-03-13 22:29:58	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 2311.23 ms
[2022-03-13 22:30:01	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311941 | val_loss: 0.0312005 | Time: 2306.34 ms
[2022-03-13 22:30:03	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311927 | val_loss: 0.0311962 | Time: 2328.88 ms
[2022-03-13 22:30:05	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311923 | val_loss: 0.0311963 | Time: 2316.88 ms
[2022-03-13 22:30:08	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311938 | val_loss: 0.0311984 | Time: 2315.97 ms
[2022-03-13 22:30:10	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311918 | val_loss: 0.0311966 | Time: 2318.86 ms
[2022-03-13 22:30:12	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311917 | val_loss: 0.031211 | Time: 2344.32 ms
[2022-03-13 22:30:15	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311982 | val_loss: 0.0312001 | Time: 2332.46 ms
[2022-03-13 22:30:17	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311977 | val_loss: 0.0312007 | Time: 2330.7 ms
[2022-03-13 22:30:19	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.031199 | val_loss: 0.0312 | Time: 2332.14 ms
[2022-03-13 22:30:22	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.031198 | val_loss: 0.031202 | Time: 2324.94 ms
[2022-03-13 22:30:24	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311953 | val_loss: 0.0311982 | Time: 2294.85 ms
[2022-03-13 22:30:26	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 2288.08 ms
[2022-03-13 22:30:29	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311929 | val_loss: 0.0311993 | Time: 2322.75 ms
[2022-03-13 22:30:31	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311929 | val_loss: 0.0312012 | Time: 2319.31 ms
[2022-03-13 22:30:33	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311947 | val_loss: 0.0312003 | Time: 2327.63 ms
[2022-03-13 22:30:36	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 2295.4 ms
[2022-03-13 22:30:38	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311936 | val_loss: 0.0312 | Time: 2346.65 ms
[2022-03-13 22:30:40	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311955 | val_loss: 0.0312027 | Time: 2317.82 ms
[2022-03-13 22:30:43	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 2321 ms
[2022-03-13 22:30:45	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311918 | val_loss: 0.0312036 | Time: 2314.83 ms
[2022-03-13 22:30:47	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311941 | val_loss: 0.0311986 | Time: 2317.64 ms
[2022-03-13 22:30:49	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2312.82 ms
[2022-03-13 22:30:52	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311935 | val_loss: 0.0312013 | Time: 2282.54 ms
[2022-03-13 22:30:54	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.031194 | val_loss: 0.0311984 | Time: 2313.67 ms
[2022-03-13 22:30:56	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311912 | val_loss: 0.0312001 | Time: 2341.3 ms
[2022-03-13 22:30:59	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311958 | val_loss: 0.031197 | Time: 2316.34 ms
[2022-03-13 22:31:01	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.031193 | val_loss: 0.0311985 | Time: 2319.6 ms
[2022-03-13 22:31:03	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 2329.02 ms
[2022-03-13 22:31:06	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311905 | val_loss: 0.0311992 | Time: 2309.36 ms
[2022-03-13 22:31:08	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 2329.59 ms
[2022-03-13 22:31:10	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311913 | val_loss: 0.0311957 | Time: 2302.43 ms
[2022-03-13 22:31:13	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311906 | val_loss: 0.0311975 | Time: 2345.09 ms
[2022-03-13 22:31:15	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311917 | val_loss: 0.031198 | Time: 2312.96 ms
[2022-03-13 22:31:17	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 2287.91 ms
[2022-03-13 22:31:20	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 2352.95 ms
[2022-03-13 22:31:22	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311918 | val_loss: 0.0312074 | Time: 2307.31 ms
[2022-03-13 22:31:24	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311912 | val_loss: 0.0311989 | Time: 2339.3 ms
[2022-03-13 22:31:27	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311919 | val_loss: 0.0312002 | Time: 2327.81 ms
[2022-03-13 22:31:29	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311951 | val_loss: 0.0312109 | Time: 2324.1 ms
[2022-03-13 22:31:31	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312295 | val_loss: 0.0312355 | Time: 2298.5 ms
[2022-03-13 22:31:34	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312324 | val_loss: 0.0312362 | Time: 2342.94 ms
[2022-03-13 22:31:36	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 2276.82 ms
[2022-03-13 22:31:38	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312398 | val_loss: 0.0312399 | Time: 2327.82 ms
[2022-03-13 22:31:41	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312418 | val_loss: 0.0312389 | Time: 2310.62 ms
[2022-03-13 22:31:43	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0313329 | val_loss: 0.0314795 | Time: 2289.97 ms
[2022-03-13 22:31:45	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0345959 | val_loss: 0.0319461 | Time: 2334.9 ms
[2022-03-13 22:31:48	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0318039 | val_loss: 0.0315756 | Time: 2351.28 ms
[2022-03-13 22:31:50	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0313459 | val_loss: 0.0312881 | Time: 2306.17 ms
[2022-03-13 22:31:52	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312683 | val_loss: 0.0312553 | Time: 2277.63 ms
[2022-03-13 22:31:54	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312527 | val_loss: 0.0312499 | Time: 2321.16 ms
[2022-03-13 22:31:57	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312459 | val_loss: 0.0312435 | Time: 2321.08 ms
[2022-03-13 22:31:59	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 2318.86 ms
[2022-03-13 22:32:01	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312383 | val_loss: 0.0312386 | Time: 2325.12 ms
[2022-03-13 22:32:04	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2302.92 ms
[2022-03-13 22:32:06	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312345 | val_loss: 0.0312367 | Time: 2309.41 ms
[2022-03-13 22:32:08	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0312339 | val_loss: 0.0312347 | Time: 2305.16 ms
[2022-03-13 22:32:11	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 2371.31 ms
[2022-03-13 22:32:13	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312321 | val_loss: 0.0312319 | Time: 2304.49 ms
[2022-03-13 22:32:15	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0312303 | val_loss: 0.0312311 | Time: 2316.13 ms
[2022-03-13 22:32:18	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0312292 | val_loss: 0.0312307 | Time: 2289.91 ms
[2022-03-13 22:32:20	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0312297 | val_loss: 0.0312315 | Time: 2322.06 ms
[2022-03-13 22:32:22	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0312294 | val_loss: 0.0312301 | Time: 2335.77 ms
[2022-03-13 22:32:25	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0312286 | val_loss: 0.0312294 | Time: 2320.28 ms
[2022-03-13 22:32:27	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.031228 | val_loss: 0.03123 | Time: 2342.81 ms
[2022-03-13 22:32:29	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0312274 | val_loss: 0.0312298 | Time: 2300.24 ms
[2022-03-13 22:32:32	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0312294 | val_loss: 0.0312313 | Time: 2300.31 ms
[2022-03-13 22:32:34	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0312278 | val_loss: 0.031228 | Time: 2325.42 ms
[2022-03-13 22:32:36	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0312275 | val_loss: 0.0312315 | Time: 2307.97 ms
[2022-03-13 22:32:39	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0312269 | val_loss: 0.0312283 | Time: 2318.18 ms
[2022-03-13 22:32:41	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0312268 | val_loss: 0.031227 | Time: 2366.95 ms
[2022-03-13 22:32:43	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0312257 | val_loss: 0.0312291 | Time: 2325.04 ms
[2022-03-13 22:32:46	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0312251 | val_loss: 0.0312257 | Time: 2309.01 ms
[2022-03-13 22:32:48	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312245 | val_loss: 0.0312246 | Time: 2299.96 ms
[2022-03-13 22:32:50	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312241 | val_loss: 0.0312243 | Time: 2326.07 ms
[2022-03-13 22:32:53	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0312249 | val_loss: 0.0312254 | Time: 2284.85 ms
[2022-03-13 22:32:55	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.031226 | val_loss: 0.0312262 | Time: 2338.03 ms
[2022-03-13 22:32:57	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0312248 | val_loss: 0.0312242 | Time: 2345.44 ms
[2022-03-13 22:33:00	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312225 | val_loss: 0.0312235 | Time: 2343.85 ms
[2022-03-13 22:33:02	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312228 | val_loss: 0.0312271 | Time: 2331.33 ms
[2022-03-13 22:33:04	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0312236 | val_loss: 0.0312266 | Time: 2325.21 ms
[2022-03-13 22:33:07	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312229 | val_loss: 0.0312224 | Time: 2338.88 ms
[2022-03-13 22:33:09	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.031222 | val_loss: 0.0312238 | Time: 2317.6 ms
[2022-03-13 22:33:11	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312208 | val_loss: 0.0312221 | Time: 2310.71 ms
[2022-03-13 22:33:14	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 2324.6 ms
[2022-03-13 22:33:16	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312204 | val_loss: 0.0312217 | Time: 2312.4 ms
[2022-03-13 22:33:18	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312201 | val_loss: 0.0312217 | Time: 2325.97 ms
[2022-03-13 22:33:21	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 2333.13 ms
[2022-03-13 22:33:23	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 2295.25 ms
[2022-03-13 22:33:25	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312211 | val_loss: 0.0312206 | Time: 2328.68 ms
[2022-03-13 22:33:27	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312187 | val_loss: 0.0312206 | Time: 2292.42 ms
[2022-03-13 22:33:30	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312183 | val_loss: 0.0312203 | Time: 2295.58 ms
[2022-03-13 22:33:32	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312193 | val_loss: 0.0312219 | Time: 2310.68 ms
[2022-03-13 22:33:34	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0312184 | val_loss: 0.0312198 | Time: 2322.17 ms
[2022-03-13 22:33:37	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.03122 | val_loss: 0.0312251 | Time: 2317.85 ms
[2022-03-13 22:33:39	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.031219 | val_loss: 0.0312204 | Time: 2340.74 ms
[2022-03-13 22:33:41	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312171 | val_loss: 0.0312226 | Time: 2345.13 ms
[2022-03-13 22:33:44	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312178 | val_loss: 0.0312219 | Time: 2320.39 ms
[2022-03-13 22:33:46	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312181 | val_loss: 0.0312199 | Time: 2329.79 ms
[2022-03-13 22:33:48	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0312176 | val_loss: 0.0312206 | Time: 2332.05 ms
[2022-03-13 22:33:51	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0312176 | val_loss: 0.0312206 | Time: 2305.46 ms
[2022-03-13 22:33:53	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312174 | val_loss: 0.0312239 | Time: 2324.33 ms
[2022-03-13 22:33:55	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312192 | val_loss: 0.0312297 | Time: 2325.01 ms
[2022-03-13 22:33:58	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312183 | val_loss: 0.0312197 | Time: 2313.01 ms
[2022-03-13 22:34:00	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312168 | val_loss: 0.0312189 | Time: 2332.64 ms
[2022-03-13 22:34:02	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312163 | val_loss: 0.031219 | Time: 2307.03 ms
[2022-03-13 22:34:05	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0312166 | val_loss: 0.0312192 | Time: 2268.9 ms
[2022-03-13 22:34:07	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312175 | val_loss: 0.0312194 | Time: 2341.66 ms
[2022-03-13 22:34:09	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312204 | val_loss: 0.0312223 | Time: 2307.79 ms
[2022-03-13 22:34:12	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312175 | val_loss: 0.0312205 | Time: 2356.84 ms
[2022-03-13 22:34:14	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0312158 | val_loss: 0.0312196 | Time: 2325.83 ms
[2022-03-13 22:34:16	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312164 | val_loss: 0.0312193 | Time: 2298.7 ms
[2022-03-13 22:34:19	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312163 | val_loss: 0.031222 | Time: 2351.79 ms
[2022-03-13 22:34:21	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 2307.37 ms
[2022-03-13 22:34:23	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0312149 | val_loss: 0.031218 | Time: 2294.44 ms
[2022-03-13 22:34:26	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312148 | val_loss: 0.0312198 | Time: 2314.23 ms
[2022-03-13 22:34:28	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312154 | val_loss: 0.0312185 | Time: 2317.25 ms
[2022-03-13 22:34:30	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312159 | val_loss: 0.0312195 | Time: 2314.87 ms
[2022-03-13 22:34:33	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0312167 | val_loss: 0.0312199 | Time: 2348.29 ms
[2022-03-13 22:34:35	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312164 | val_loss: 0.0312198 | Time: 2350.94 ms
[2022-03-13 22:34:37	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312147 | val_loss: 0.0312183 | Time: 2301.09 ms
[2022-03-13 22:34:40	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312138 | val_loss: 0.0312195 | Time: 2315.02 ms
[2022-03-13 22:34:42	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312145 | val_loss: 0.0312182 | Time: 2351.11 ms
[2022-03-13 22:34:44	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312149 | val_loss: 0.031218 | Time: 2331.95 ms
[2022-03-13 22:34:47	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0312143 | val_loss: 0.0312184 | Time: 2317.08 ms
[2022-03-13 22:34:49	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312141 | val_loss: 0.0312177 | Time: 2318.64 ms
[2022-03-13 22:34:51	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312135 | val_loss: 0.0312179 | Time: 2328.25 ms
[2022-03-13 22:34:54	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312134 | val_loss: 0.0312166 | Time: 2316.82 ms
[2022-03-13 22:34:56	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0312136 | val_loss: 0.0312178 | Time: 2332.37 ms
[2022-03-13 22:34:58	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312139 | val_loss: 0.0312175 | Time: 2341.65 ms
[2022-03-13 22:35:01	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0312153 | val_loss: 0.0312232 | Time: 2326.41 ms
[2022-03-13 22:35:03	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312166 | val_loss: 0.0312221 | Time: 2313.41 ms
[2022-03-13 22:35:05	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312165 | val_loss: 0.0312196 | Time: 2286.55 ms
[2022-03-13 22:35:07	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312144 | val_loss: 0.0312173 | Time: 2317.97 ms
[2022-03-13 22:35:10	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.031213 | val_loss: 0.0312171 | Time: 2311.34 ms
[2022-03-13 22:35:12	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312145 | val_loss: 0.0312186 | Time: 2326.63 ms
[2022-03-13 22:35:14	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312146 | val_loss: 0.0312177 | Time: 2368.72 ms
[2022-03-13 22:35:17	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312135 | val_loss: 0.0312164 | Time: 2331.83 ms
[2022-03-13 22:35:19	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0312131 | val_loss: 0.0312172 | Time: 2338.12 ms
[2022-03-13 22:35:21	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.031215 | val_loss: 0.0312209 | Time: 2302.91 ms
[2022-03-13 22:35:24	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312156 | val_loss: 0.0312165 | Time: 2327.74 ms
[2022-03-13 22:35:26	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312126 | val_loss: 0.0312162 | Time: 2316.65 ms
[2022-03-13 22:35:28	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312129 | val_loss: 0.0312176 | Time: 2295.84 ms
[2022-03-13 22:35:31	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312155 | val_loss: 0.0312169 | Time: 2312 ms
[2022-03-13 22:35:33	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312145 | val_loss: 0.0312162 | Time: 2313.12 ms
[2022-03-13 22:35:35	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312142 | val_loss: 0.0312178 | Time: 2324.03 ms
[2022-03-13 22:35:38	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312138 | val_loss: 0.0312175 | Time: 2290.52 ms
[2022-03-13 22:35:40	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312127 | val_loss: 0.0312181 | Time: 2290.89 ms
[2022-03-13 22:35:42	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 2312.56 ms
[2022-03-13 22:35:45	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312134 | val_loss: 0.0312164 | Time: 2333.73 ms
[2022-03-13 22:35:47	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0312121 | val_loss: 0.031216 | Time: 2312.73 ms
[2022-03-13 22:35:49	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0312114 | val_loss: 0.0312169 | Time: 2333.52 ms
[2022-03-13 22:35:52	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312124 | val_loss: 0.0312159 | Time: 2305.22 ms
[2022-03-13 22:35:54	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 2318.84 ms
[2022-03-13 22:35:56	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 2330.68 ms
[2022-03-13 22:35:59	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312118 | val_loss: 0.031215 | Time: 2286.56 ms
[2022-03-13 22:36:01	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312116 | val_loss: 0.0312146 | Time: 2325.43 ms
[2022-03-13 22:36:03	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312115 | val_loss: 0.0312156 | Time: 2347.88 ms
[2022-03-13 22:36:06	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0312114 | val_loss: 0.0312154 | Time: 2308.65 ms
[2022-03-13 22:36:08	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312123 | val_loss: 0.0312157 | Time: 2321.25 ms
[2022-03-13 22:36:10	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0312118 | val_loss: 0.0312166 | Time: 2310.95 ms
[2022-03-13 22:36:12	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312119 | val_loss: 0.0312186 | Time: 2287.46 ms
[2022-03-13 22:36:15	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 2316.46 ms
[2022-03-13 22:36:17	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312127 | val_loss: 0.0312159 | Time: 2283.78 ms
[2022-03-13 22:36:19	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312109 | val_loss: 0.0312149 | Time: 2363.46 ms
[2022-03-13 22:36:22	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312104 | val_loss: 0.0312153 | Time: 2308.91 ms
[2022-03-13 22:36:24	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312113 | val_loss: 0.0312148 | Time: 2302.52 ms
[2022-03-13 22:36:26	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0312123 | val_loss: 0.0312156 | Time: 2320.11 ms
[2022-03-13 22:36:29	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312116 | val_loss: 0.0312159 | Time: 2333.75 ms
[2022-03-13 22:36:31	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 2317.67 ms
[2022-03-13 22:36:33	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 2284.62 ms
[2022-03-13 22:36:36	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2303.58 ms
[2022-03-13 22:36:38	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.031211 | val_loss: 0.0312157 | Time: 2305.32 ms
[2022-03-13 22:36:40	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312104 | val_loss: 0.0312152 | Time: 2317.25 ms
[2022-03-13 22:36:43	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0312108 | val_loss: 0.031218 | Time: 2305.4 ms
[2022-03-13 22:36:45	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312174 | val_loss: 0.031215 | Time: 2290.09 ms
[2022-03-13 22:36:47	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 2317.31 ms
[2022-03-13 22:36:49	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312104 | val_loss: 0.0312166 | Time: 2301.44 ms
[2022-03-13 22:36:52	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.03121 | val_loss: 0.031215 | Time: 2297.29 ms
[2022-03-13 22:36:54	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0312135 | val_loss: 0.0312216 | Time: 2320.44 ms
[2022-03-13 22:36:56	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.031213 | val_loss: 0.0312146 | Time: 2307.01 ms
[2022-03-13 22:36:59	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312112 | val_loss: 0.0312164 | Time: 2281.01 ms
[2022-03-13 22:37:01	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312122 | val_loss: 0.0312253 | Time: 2286.68 ms
[2022-03-13 22:37:03	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.031215 | val_loss: 0.0312141 | Time: 2302.1 ms
[2022-03-13 22:37:06	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0312113 | val_loss: 0.0312179 | Time: 2323.51 ms
[2022-03-13 22:37:08	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0312121 | val_loss: 0.0312169 | Time: 2346.7 ms
[2022-03-13 22:37:10	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312176 | val_loss: 0.0312174 | Time: 2321.92 ms
[2022-03-13 22:37:13	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0312128 | val_loss: 0.0312168 | Time: 2317.49 ms
[2022-03-13 22:37:15	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0312113 | val_loss: 0.0312167 | Time: 2314.86 ms
[2022-03-13 22:37:17	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0312101 | val_loss: 0.0312132 | Time: 2335.87 ms
[2022-03-13 22:37:20	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312104 | val_loss: 0.0312157 | Time: 2321.16 ms
[2022-03-13 22:37:22	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312091 | val_loss: 0.0312143 | Time: 2363.34 ms
[2022-03-13 22:37:24	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 2277.03 ms
[2022-03-13 22:37:27	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.03121 | val_loss: 0.0312162 | Time: 2293.14 ms
[2022-03-13 22:37:29	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312087 | val_loss: 0.0312161 | Time: 2333.48 ms
[2022-03-13 22:37:31	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0312088 | val_loss: 0.0312135 | Time: 2319.87 ms
[2022-03-13 22:37:34	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312087 | val_loss: 0.031219 | Time: 2306.09 ms
[2022-03-13 22:37:36	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 2323.88 ms
[2022-03-13 22:37:38	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312115 | val_loss: 0.0312174 | Time: 2327.49 ms
[2022-03-13 22:37:41	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312113 | val_loss: 0.0312173 | Time: 2320.42 ms
[2022-03-13 22:37:43	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312098 | val_loss: 0.0312158 | Time: 2290.05 ms
[2022-03-13 22:37:45	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312093 | val_loss: 0.0312127 | Time: 2359.82 ms
[2022-03-13 22:37:47	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0312088 | val_loss: 0.0312124 | Time: 2324.86 ms
[2022-03-13 22:37:50	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 2318.82 ms
[2022-03-13 22:37:52	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0312117 | val_loss: 0.0312221 | Time: 2334.93 ms
[2022-03-13 22:37:54	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0312146 | val_loss: 0.0312216 | Time: 2286.76 ms
[2022-03-13 22:37:57	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0312111 | val_loss: 0.0312139 | Time: 2348.25 ms
[2022-03-13 22:37:59	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 2307 ms
[2022-03-13 22:38:01	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0312081 | val_loss: 0.0312121 | Time: 2297.51 ms
[2022-03-13 22:38:04	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.031208 | val_loss: 0.0312125 | Time: 2302.19 ms
[2022-03-13 22:38:06	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0312083 | val_loss: 0.0312129 | Time: 2314.53 ms
[2022-03-13 22:38:08	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 2316.72 ms
[2022-03-13 22:38:11	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0312076 | val_loss: 0.0312121 | Time: 2326.66 ms
[2022-03-13 22:38:13	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0312092 | val_loss: 0.03122 | Time: 2342.01 ms
[2022-03-13 22:38:15	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0312113 | val_loss: 0.0312144 | Time: 2306.38 ms
[2022-03-13 22:38:18	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0312107 | val_loss: 0.0312121 | Time: 2307.52 ms
[2022-03-13 22:38:20	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0312081 | val_loss: 0.0312117 | Time: 2323.83 ms
[2022-03-13 22:38:22	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0312074 | val_loss: 0.0312133 | Time: 2324.73 ms
[2022-03-13 22:38:25	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.031208 | val_loss: 0.031212 | Time: 2297.15 ms
[2022-03-13 22:38:27	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0312067 | val_loss: 0.031212 | Time: 2311.2 ms
[2022-03-13 22:38:29	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0312075 | val_loss: 0.031212 | Time: 2322.51 ms
[2022-03-13 22:38:32	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0312088 | val_loss: 0.03122 | Time: 2317.52 ms
[2022-03-13 22:38:34	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0312101 | val_loss: 0.0312123 | Time: 2293.86 ms
[2022-03-13 22:38:36	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0312071 | val_loss: 0.031219 | Time: 2296.09 ms
[2022-03-13 22:38:38	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0312072 | val_loss: 0.0312125 | Time: 2298.18 ms
[2022-03-13 22:38:41	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0312058 | val_loss: 0.0312119 | Time: 2298.73 ms
[2022-03-13 22:38:43	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0312062 | val_loss: 0.0312115 | Time: 2349.2 ms
[2022-03-13 22:38:45	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0312074 | val_loss: 0.0312119 | Time: 2357.65 ms
[2022-03-13 22:38:48	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.031208 | val_loss: 0.0312123 | Time: 2320.59 ms
[2022-03-13 22:38:50	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0312071 | val_loss: 0.0312157 | Time: 2309.69 ms
[2022-03-13 22:38:52	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 2288.09 ms
[2022-03-13 22:38:55	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0312059 | val_loss: 0.0312117 | Time: 2289.86 ms
[2022-03-13 22:38:57	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0312058 | val_loss: 0.0312109 | Time: 2296.74 ms
[2022-03-13 22:38:59	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0312073 | val_loss: 0.0312121 | Time: 2316.03 ms
[2022-03-13 22:39:02	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.031206 | val_loss: 0.0312114 | Time: 2271.2 ms
[2022-03-13 22:39:04	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0312059 | val_loss: 0.0312142 | Time: 2299.83 ms
[2022-03-13 22:39:06	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.0312068 | val_loss: 0.0312127 | Time: 2329.79 ms
[2022-03-13 22:39:09	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0312056 | val_loss: 0.031219 | Time: 2350.54 ms
[2022-03-13 22:39:11	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0312085 | val_loss: 0.0312142 | Time: 2326.66 ms
[2022-03-13 22:39:13	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0312059 | val_loss: 0.0312134 | Time: 2328 ms
[2022-03-13 22:39:16	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0312065 | val_loss: 0.0312125 | Time: 2319.69 ms
[2022-03-13 22:39:18	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0312048 | val_loss: 0.0312147 | Time: 2311.02 ms
[2022-03-13 22:39:20	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0312044 | val_loss: 0.0312163 | Time: 2342.41 ms
[2022-03-13 22:39:23	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.031206 | val_loss: 0.0312161 | Time: 2333.84 ms
[2022-03-13 22:39:25	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0312062 | val_loss: 0.031216 | Time: 2307.47 ms
[2022-03-13 22:39:27	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.031208 | val_loss: 0.0312111 | Time: 2323.79 ms
[2022-03-13 22:39:30	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0312061 | val_loss: 0.0312115 | Time: 2311.39 ms
[2022-03-13 22:39:32	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0312077 | val_loss: 0.031217 | Time: 2318.77 ms
[2022-03-13 22:39:34	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0312076 | val_loss: 0.0312117 | Time: 2303.12 ms
[2022-03-13 22:39:36	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0312057 | val_loss: 0.0312117 | Time: 2325.47 ms
[2022-03-13 22:39:39	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0312065 | val_loss: 0.0312134 | Time: 2286.92 ms
[2022-03-13 22:39:41	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0312061 | val_loss: 0.0312138 | Time: 2338.42 ms
[2022-03-13 22:39:43	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.031205 | val_loss: 0.0312107 | Time: 2341.93 ms
[2022-03-13 22:39:46	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0312081 | val_loss: 0.0312154 | Time: 2294.4 ms
[2022-03-13 22:39:48	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.031207 | val_loss: 0.0312124 | Time: 2324.74 ms
[2022-03-13 22:39:50	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.031206 | val_loss: 0.0312113 | Time: 2298.2 ms
[2022-03-13 22:39:53	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0312054 | val_loss: 0.0312124 | Time: 2341.34 ms
[2022-03-13 22:39:55	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0312054 | val_loss: 0.0312119 | Time: 2314.42 ms
[2022-03-13 22:39:57	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0312044 | val_loss: 0.031211 | Time: 2301.98 ms
[2022-03-13 22:40:00	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0312049 | val_loss: 0.0312106 | Time: 2335.25 ms
[2022-03-13 22:40:02	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0312085 | val_loss: 0.0312247 | Time: 2311.45 ms
[2022-03-13 22:40:04	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0312076 | val_loss: 0.0312123 | Time: 2314.33 ms
[2022-03-13 22:40:07	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0312062 | val_loss: 0.0312148 | Time: 2332.43 ms
[2022-03-13 22:40:09	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0312069 | val_loss: 0.031221 | Time: 2294.67 ms
[2022-03-13 22:40:11	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0312084 | val_loss: 0.0312108 | Time: 2324.55 ms
[2022-03-13 22:40:14	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0312065 | val_loss: 0.0312112 | Time: 2326.06 ms
[2022-03-13 22:40:16	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0312058 | val_loss: 0.0312139 | Time: 2324.7 ms
[2022-03-13 22:40:18	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0312056 | val_loss: 0.0312106 | Time: 2309.92 ms
[2022-03-13 22:40:21	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0312039 | val_loss: 0.0312109 | Time: 2310.29 ms
[2022-03-13 22:40:23	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0312036 | val_loss: 0.0312099 | Time: 2317.36 ms
[2022-03-13 22:40:25	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0312038 | val_loss: 0.0312111 | Time: 2298.42 ms
[2022-03-13 22:40:28	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0312062 | val_loss: 0.0312288 | Time: 2290.74 ms
[2022-03-13 22:40:30	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.031209 | val_loss: 0.0312145 | Time: 2329.14 ms
[2022-03-13 22:40:32	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.031206 | val_loss: 0.0312105 | Time: 2311.67 ms
[2022-03-13 22:40:34	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0312035 | val_loss: 0.031212 | Time: 2309.86 ms
[2022-03-13 22:40:37	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0312043 | val_loss: 0.0312107 | Time: 2325.61 ms
[2022-03-13 22:40:39	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0312038 | val_loss: 0.0312153 | Time: 2296.19 ms
[2022-03-13 22:40:41	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0312059 | val_loss: 0.0312103 | Time: 2324.3 ms
[2022-03-13 22:40:44	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0312057 | val_loss: 0.0312197 | Time: 2315.77 ms
[2022-03-13 22:40:46	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0312077 | val_loss: 0.0312169 | Time: 2323.87 ms
[2022-03-13 22:40:48	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0312047 | val_loss: 0.0312117 | Time: 2301.59 ms
[2022-03-13 22:40:51	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0312048 | val_loss: 0.0312172 | Time: 2313.54 ms
[2022-03-13 22:40:53	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.031209 | val_loss: 0.0312128 | Time: 2318.2 ms
[2022-03-13 22:40:55	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.031209 | val_loss: 0.0312134 | Time: 2315.6 ms
[2022-03-13 22:40:58	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.031208 | val_loss: 0.0312105 | Time: 2328.19 ms
[2022-03-13 22:41:00	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0312063 | val_loss: 0.0312129 | Time: 2327.56 ms
[2022-03-13 22:41:02	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.031207 | val_loss: 0.0312096 | Time: 2339.5 ms
[2022-03-13 22:41:05	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.031206 | val_loss: 0.0312096 | Time: 2343.38 ms
[2022-03-13 22:41:07	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 2306.47 ms
[2022-03-13 22:41:09	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0312061 | val_loss: 0.0312127 | Time: 2303.25 ms
[2022-03-13 22:41:12	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0312062 | val_loss: 0.0312105 | Time: 2275.83 ms
[2022-03-13 22:41:14	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0312041 | val_loss: 0.0312108 | Time: 2312.55 ms
[2022-03-13 22:41:16	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.0312051 | val_loss: 0.0312105 | Time: 2291.39 ms
[2022-03-13 22:41:19	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0312058 | val_loss: 0.0312176 | Time: 2324.12 ms
[2022-03-13 22:41:21	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0312076 | val_loss: 0.0312156 | Time: 2337.69 ms
[2022-03-13 22:41:23	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 2273.64 ms
[2022-03-13 22:41:25	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0312041 | val_loss: 0.0312134 | Time: 2303.05 ms
[2022-03-13 22:41:28	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0312047 | val_loss: 0.0312098 | Time: 2302.98 ms
[2022-03-13 22:41:30	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.031204 | val_loss: 0.0312137 | Time: 2355.92 ms
[2022-03-13 22:41:32	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0312045 | val_loss: 0.0312103 | Time: 2300.9 ms
[2022-03-13 22:41:35	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0312057 | val_loss: 0.0312128 | Time: 2297.5 ms
[2022-03-13 22:41:37	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0312043 | val_loss: 0.0312158 | Time: 2311.31 ms
[2022-03-13 22:41:39	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0312038 | val_loss: 0.0312093 | Time: 2303.65 ms
[2022-03-13 22:41:42	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0312031 | val_loss: 0.0312113 | Time: 2312.75 ms
[2022-03-13 22:41:44	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0312031 | val_loss: 0.0312097 | Time: 2315.3 ms
[2022-03-13 22:41:46	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0312053 | val_loss: 0.0312115 | Time: 2327.62 ms
[2022-03-13 22:41:49	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0312033 | val_loss: 0.0312114 | Time: 2295.49 ms
[2022-03-13 22:41:51	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0312045 | val_loss: 0.0312105 | Time: 2312.48 ms
[2022-03-13 22:41:53	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.031203 | val_loss: 0.031212 | Time: 2319.3 ms
[2022-03-13 22:41:56	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.031206 | val_loss: 0.0312149 | Time: 2313.63 ms
[2022-03-13 22:41:58	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0312036 | val_loss: 0.031212 | Time: 2346.1 ms
[2022-03-13 22:42:00	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0312032 | val_loss: 0.0312104 | Time: 2303.38 ms
[2022-03-13 22:42:03	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0312042 | val_loss: 0.0312191 | Time: 2311.37 ms
[2022-03-13 22:42:05	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.031205 | val_loss: 0.0312105 | Time: 2313.73 ms
[2022-03-13 22:42:07	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0312025 | val_loss: 0.0312095 | Time: 2322.81 ms
[2022-03-13 22:42:10	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0312037 | val_loss: 0.0312123 | Time: 2345.29 ms
[2022-03-13 22:42:12	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0312031 | val_loss: 0.0312089 | Time: 2356.25 ms
[2022-03-13 22:42:14	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0312046 | val_loss: 0.0312103 | Time: 2314.71 ms
[2022-03-13 22:42:16	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.0312036 | val_loss: 0.0312099 | Time: 2265.2 ms
[2022-03-13 22:42:19	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.0312035 | val_loss: 0.03121 | Time: 2310.2 ms
[2022-03-13 22:42:21	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0312029 | val_loss: 0.0312181 | Time: 2315.99 ms
[2022-03-13 22:42:23	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.031209 | val_loss: 0.0312113 | Time: 2302.93 ms
[2022-03-13 22:42:26	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0312097 | val_loss: 0.0312117 | Time: 2298.38 ms
[2022-03-13 22:42:28	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0312045 | val_loss: 0.031211 | Time: 2295.26 ms
[2022-03-13 22:42:30	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0312139 | val_loss: 0.0312419 | Time: 2338.09 ms
[2022-03-13 22:42:33	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0312389 | val_loss: 0.0312331 | Time: 2355.29 ms
[2022-03-13 22:42:35	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0312297 | val_loss: 0.0312275 | Time: 2306.29 ms
[2022-03-13 22:42:37	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0312219 | val_loss: 0.0312246 | Time: 2340.74 ms
[2022-03-13 22:42:40	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.0312185 | val_loss: 0.0312199 | Time: 2299.47 ms
[2022-03-13 22:42:42	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0312159 | val_loss: 0.0312174 | Time: 2345.42 ms
[2022-03-13 22:42:44	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0312142 | val_loss: 0.031217 | Time: 2303.48 ms
[2022-03-13 22:42:47	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 2306.76 ms
[2022-03-13 22:42:49	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0312143 | val_loss: 0.0312155 | Time: 2310.19 ms
[2022-03-13 22:42:51	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.031214 | val_loss: 0.0312146 | Time: 2324.57 ms
[2022-03-13 22:42:54	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0312127 | val_loss: 0.031217 | Time: 2351.41 ms
[2022-03-13 22:42:56	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.031212 | val_loss: 0.0312151 | Time: 2301.22 ms
[2022-03-13 22:42:58	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.031211 | val_loss: 0.0312144 | Time: 2310 ms
[2022-03-13 22:43:01	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0312103 | val_loss: 0.0312139 | Time: 2296.25 ms
[2022-03-13 22:43:03	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0312097 | val_loss: 0.0312136 | Time: 2328.11 ms
[2022-03-13 22:43:05	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0312103 | val_loss: 0.0312145 | Time: 2312.19 ms
[2022-03-13 22:43:08	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0312116 | val_loss: 0.0312147 | Time: 2285.16 ms
[2022-03-13 22:43:10	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0312128 | val_loss: 0.0312162 | Time: 2340.44 ms
[2022-03-13 22:43:12	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0312123 | val_loss: 0.0312145 | Time: 2283.63 ms
[2022-03-13 22:43:14	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0312108 | val_loss: 0.0312129 | Time: 2319.59 ms
[2022-03-13 22:43:17	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0312099 | val_loss: 0.031212 | Time: 2297.86 ms
[2022-03-13 22:43:19	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0312114 | val_loss: 0.0312147 | Time: 2376.54 ms
[2022-03-13 22:43:21	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 2276.75 ms
[2022-03-13 22:43:24	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0312116 | val_loss: 0.0312129 | Time: 2271.89 ms
[2022-03-13 22:43:26	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0312088 | val_loss: 0.0312123 | Time: 2290.09 ms
[2022-03-13 22:43:28	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0312083 | val_loss: 0.0312136 | Time: 2321.31 ms
[2022-03-13 22:43:31	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0312079 | val_loss: 0.0312124 | Time: 2280.58 ms
[2022-03-13 22:43:33	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0312077 | val_loss: 0.0312123 | Time: 2320.06 ms
[2022-03-13 22:43:35	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.0312113 | val_loss: 0.0312143 | Time: 2330.47 ms
[2022-03-13 22:43:38	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0312093 | val_loss: 0.0312118 | Time: 2321.81 ms
[2022-03-13 22:43:40	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0312082 | val_loss: 0.0312135 | Time: 2325.86 ms
[2022-03-13 22:43:42	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 2302.97 ms
[2022-03-13 22:43:45	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0312096 | val_loss: 0.0312119 | Time: 2325.65 ms
[2022-03-13 22:43:47	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.0312075 | val_loss: 0.0312106 | Time: 2336.01 ms
[2022-03-13 22:43:49	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 2338.88 ms
[2022-03-13 22:43:52	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0312086 | val_loss: 0.0312134 | Time: 2310.99 ms
[2022-03-13 22:43:54	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0312074 | val_loss: 0.0312111 | Time: 2327.25 ms
[2022-03-13 22:43:54	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312111
[2022-03-13 22:43:54	                main:603]	:	INFO	:	Saving end state to config to file
[2022-03-13 22:43:54	                main:608]	:	INFO	:	Success, exiting..
22:43:54 (8960): called boinc_finish(0)

</stderr_txt>
]]>


©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)