Task 10469661

Name ParityModified-1639962453-30191-1-0_0
Workunit 7809930
Created 5 Jan 2022, 12:16:14 UTC
Sent 21 Jan 2022, 18:22:47 UTC
Report deadline 29 Jan 2022, 18:22:47 UTC
Received 22 Jan 2022, 16:41:46 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 1182
Run time 4 hours 24 min 55 sec
CPU time 4 hours 10 min 14 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 4,702.10 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.62 GB
Peak swap size 3.61 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>

[2022-01-22 13:22:20	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0310704 | val_loss: 0.0312528 | Time: 8007.25 ms
[2022-01-22 13:22:27	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.031067 | val_loss: 0.031225 | Time: 7649.45 ms
[2022-01-22 13:22:35	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0310661 | val_loss: 0.0312193 | Time: 7640.92 ms
[2022-01-22 13:22:43	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.031076 | val_loss: 0.0312308 | Time: 7870.22 ms
[2022-01-22 13:22:51	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0310713 | val_loss: 0.0312264 | Time: 7812.63 ms
[2022-01-22 13:22:59	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0310725 | val_loss: 0.0312327 | Time: 7701.93 ms
[2022-01-22 13:23:06	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0310733 | val_loss: 0.0312231 | Time: 7665.77 ms
[2022-01-22 13:23:14	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0310652 | val_loss: 0.03124 | Time: 7832.01 ms
[2022-01-22 13:23:22	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.031072 | val_loss: 0.0312341 | Time: 7740.43 ms
[2022-01-22 13:23:30	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.031086 | val_loss: 0.0312249 | Time: 7874.42 ms
[2022-01-22 13:23:38	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0310909 | val_loss: 0.0312144 | Time: 7651.27 ms
[2022-01-22 13:23:46	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0310824 | val_loss: 0.0312481 | Time: 7748.29 ms
[2022-01-22 13:23:53	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311028 | val_loss: 0.0312112 | Time: 7772.41 ms
[2022-01-22 13:24:02	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.031101 | val_loss: 0.031211 | Time: 8157.33 ms
[2022-01-22 13:24:10	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0310947 | val_loss: 0.0312244 | Time: 7854.84 ms
[2022-01-22 13:24:18	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0310812 | val_loss: 0.031225 | Time: 8174.2 ms
[2022-01-22 13:24:26	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310772 | val_loss: 0.0312273 | Time: 8054.28 ms
[2022-01-22 13:24:34	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0310819 | val_loss: 0.0312154 | Time: 7711.82 ms
[2022-01-22 13:24:42	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0310703 | val_loss: 0.0312407 | Time: 7829.43 ms
[2022-01-22 13:24:49	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0310757 | val_loss: 0.03124 | Time: 7728.1 ms
[2022-01-22 13:24:57	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0310791 | val_loss: 0.0312418 | Time: 7744.5 ms
[2022-01-22 13:25:05	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0310693 | val_loss: 0.0312217 | Time: 7766.22 ms
[2022-01-22 13:25:13	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0310727 | val_loss: 0.0312413 | Time: 7615.33 ms
[2022-01-22 13:25:20	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0310995 | val_loss: 0.031209 | Time: 7722.21 ms
[2022-01-22 13:25:28	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0310893 | val_loss: 0.0312376 | Time: 7758.83 ms
[2022-01-22 13:25:36	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0310936 | val_loss: 0.0312119 | Time: 7722.44 ms
[2022-01-22 13:25:44	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0310904 | val_loss: 0.0312228 | Time: 7950.62 ms
[2022-01-22 13:25:52	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0310854 | val_loss: 0.0312228 | Time: 7927.33 ms
[2022-01-22 13:26:00	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.031105 | val_loss: 0.0311953 | Time: 8112.84 ms
[2022-01-22 13:26:08	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311333 | val_loss: 0.0311938 | Time: 7737.81 ms
[2022-01-22 13:26:16	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311254 | val_loss: 0.0311903 | Time: 7672.41 ms
[2022-01-22 13:26:23	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.031109 | val_loss: 0.0312023 | Time: 7717 ms
[2022-01-22 13:26:31	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0310931 | val_loss: 0.0312098 | Time: 7847.7 ms
[2022-01-22 13:26:40	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0310842 | val_loss: 0.0312251 | Time: 8226.43 ms
[2022-01-22 13:26:48	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0310779 | val_loss: 0.0312254 | Time: 8069.79 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1060 6GB)
[2022-01-22 16:33:10	                main:435]	:	INFO	:	Set logging level to 1
[2022-01-22 16:33:10	                main:441]	:	INFO	:	Running in BOINC Client mode
[2022-01-22 16:33:10	                main:444]	:	INFO	:	Resolving all filenames
[2022-01-22 16:33:10	                main:452]	:	INFO	:	Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-01-22 16:33:10	                main:452]	:	INFO	:	Resolved: model.cfg => model.cfg (exists = 1)
[2022-01-22 16:33:10	                main:452]	:	INFO	:	Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-01-22 16:33:11	                main:452]	:	INFO	:	Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-01-22 16:33:11	                main:452]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-01-22 16:33:11	                main:472]	:	INFO	:	Dataset filename: dataset.hdf5
[2022-01-22 16:33:11	                main:474]	:	INFO	:	Configuration: 
[2022-01-22 16:33:11	                main:475]	:	INFO	:	    Model type: GRU
[2022-01-22 16:33:11	                main:476]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2022-01-22 16:33:11	                main:477]	:	INFO	:	    Max Epochs: 2048
[2022-01-22 16:33:11	                main:478]	:	INFO	:	    Batch Size: 128
[2022-01-22 16:33:11	                main:479]	:	INFO	:	    Learning Rate: 0.01
[2022-01-22 16:33:11	                main:480]	:	INFO	:	    Patience: 10
[2022-01-22 16:33:11	                main:481]	:	INFO	:	    Hidden Width: 12
[2022-01-22 16:33:11	                main:482]	:	INFO	:	    # Recurrent Layers: 4
[2022-01-22 16:33:11	                main:483]	:	INFO	:	    # Backend Layers: 4
[2022-01-22 16:33:11	                main:484]	:	INFO	:	    # Threads: 1
[2022-01-22 16:33:11	                main:486]	:	INFO	:	Preparing Dataset
[2022-01-22 16:33:11	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from dataset.hdf5 into memory
[2022-01-22 16:33:12	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from dataset.hdf5 into memory
[2022-01-22 16:33:17	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2022-01-22 16:33:17	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from dataset.hdf5 into memory
[2022-01-22 16:33:17	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from dataset.hdf5 into memory
[2022-01-22 16:33:18	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2022-01-22 16:33:18	                main:494]	:	INFO	:	Creating Model
[2022-01-22 16:33:18	                main:507]	:	INFO	:	Preparing config file
[2022-01-22 16:33:18	                main:511]	:	INFO	:	Found checkpoint, attempting to load... 
[2022-01-22 16:33:18	                main:512]	:	INFO	:	Loading config
[2022-01-22 16:33:18	                main:514]	:	INFO	:	Loading state
[2022-01-22 16:33:25	                main:559]	:	INFO	:	Loading DataLoader into Memory
[2022-01-22 16:33:25	                main:562]	:	INFO	:	Starting Training
[2022-01-22 16:33:35	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311986 | val_loss: 0.0312062 | Time: 9865.06 ms
[2022-01-22 16:33:43	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311002 | val_loss: 0.0312276 | Time: 7390.85 ms
[2022-01-22 16:33:50	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0310839 | val_loss: 0.0312388 | Time: 7557.04 ms
[2022-01-22 16:33:58	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0310848 | val_loss: 0.0312308 | Time: 7471.54 ms
[2022-01-22 16:34:06	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0310831 | val_loss: 0.0312102 | Time: 7467.61 ms
[2022-01-22 16:34:13	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0310937 | val_loss: 0.0312215 | Time: 7505.68 ms
[2022-01-22 16:34:21	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0310789 | val_loss: 0.0312324 | Time: 7372.25 ms
[2022-01-22 16:34:28	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0310718 | val_loss: 0.0312355 | Time: 7550.91 ms
[2022-01-22 16:34:36	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0310735 | val_loss: 0.0312217 | Time: 7347.91 ms
[2022-01-22 16:34:43	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0310724 | val_loss: 0.0312255 | Time: 7455.9 ms
[2022-01-22 16:34:51	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0310751 | val_loss: 0.0312494 | Time: 7466.35 ms
[2022-01-22 16:34:58	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0310698 | val_loss: 0.0312176 | Time: 7499.73 ms
[2022-01-22 16:35:06	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0310891 | val_loss: 0.0312182 | Time: 7362.27 ms
[2022-01-22 16:35:14	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0310827 | val_loss: 0.0312144 | Time: 7615.49 ms
[2022-01-22 16:35:21	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0310746 | val_loss: 0.0312461 | Time: 7572.15 ms
[2022-01-22 16:35:29	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0310781 | val_loss: 0.0312371 | Time: 7685.21 ms
[2022-01-22 16:35:37	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0310784 | val_loss: 0.031216 | Time: 7547.46 ms
[2022-01-22 16:35:44	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0310751 | val_loss: 0.031223 | Time: 7620.53 ms
[2022-01-22 16:35:52	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0310697 | val_loss: 0.0312319 | Time: 7591.99 ms
[2022-01-22 16:36:00	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0310717 | val_loss: 0.0312259 | Time: 7545.52 ms
[2022-01-22 16:36:07	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0310751 | val_loss: 0.0312348 | Time: 7540.28 ms
[2022-01-22 16:36:15	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0310765 | val_loss: 0.0312285 | Time: 7402.65 ms
[2022-01-22 16:36:22	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0310843 | val_loss: 0.0312293 | Time: 7280.89 ms
[2022-01-22 16:36:30	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0310757 | val_loss: 0.031233 | Time: 7339.74 ms
[2022-01-22 16:36:37	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0310684 | val_loss: 0.031258 | Time: 7414.72 ms
[2022-01-22 16:36:44	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0310709 | val_loss: 0.031242 | Time: 7433.66 ms
[2022-01-22 16:36:52	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0310894 | val_loss: 0.0312341 | Time: 7393.32 ms
[2022-01-22 16:36:59	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0310808 | val_loss: 0.0312381 | Time: 7381.05 ms
[2022-01-22 16:37:07	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.031072 | val_loss: 0.0312213 | Time: 7382.2 ms
[2022-01-22 16:37:14	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0310674 | val_loss: 0.0312348 | Time: 7398.6 ms
[2022-01-22 16:37:22	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0310718 | val_loss: 0.0312312 | Time: 7504.06 ms
[2022-01-22 16:37:29	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0310711 | val_loss: 0.0312566 | Time: 7383.71 ms
[2022-01-22 16:37:37	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0310738 | val_loss: 0.0312211 | Time: 7421.38 ms
[2022-01-22 16:37:44	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0310716 | val_loss: 0.0312419 | Time: 7518.61 ms
[2022-01-22 16:37:52	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.03107 | val_loss: 0.0312271 | Time: 7537.66 ms
[2022-01-22 16:37:59	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0310821 | val_loss: 0.0312233 | Time: 7400.85 ms
[2022-01-22 16:38:07	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0310801 | val_loss: 0.0312348 | Time: 7459.58 ms
[2022-01-22 16:38:15	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0310705 | val_loss: 0.0312421 | Time: 7542.86 ms
[2022-01-22 16:38:25	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0310679 | val_loss: 0.0312525 | Time: 10548.4 ms
[2022-01-22 16:38:34	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0310661 | val_loss: 0.0312422 | Time: 8689.71 ms
[2022-01-22 16:38:42	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0310658 | val_loss: 0.0312343 | Time: 8252.34 ms
[2022-01-22 16:38:51	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0310676 | val_loss: 0.0312226 | Time: 8562.95 ms
[2022-01-22 16:38:59	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0310665 | val_loss: 0.0312268 | Time: 7673.29 ms
[2022-01-22 16:39:07	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0310678 | val_loss: 0.0312299 | Time: 8052.72 ms
[2022-01-22 16:39:16	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0310659 | val_loss: 0.0312242 | Time: 8872.11 ms
[2022-01-22 16:39:23	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0310787 | val_loss: 0.0312319 | Time: 7474.94 ms
[2022-01-22 16:39:31	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0310807 | val_loss: 0.0312267 | Time: 7995.66 ms
[2022-01-22 16:39:39	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0310905 | val_loss: 0.0312288 | Time: 7403.35 ms
[2022-01-22 16:39:46	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311329 | val_loss: 0.0312043 | Time: 7425.97 ms
[2022-01-22 16:39:54	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311383 | val_loss: 0.0311871 | Time: 7400.12 ms
[2022-01-22 16:40:01	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311116 | val_loss: 0.0312075 | Time: 7538.28 ms
[2022-01-22 16:40:09	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.031096 | val_loss: 0.0312085 | Time: 7396.35 ms
[2022-01-22 16:40:16	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0310915 | val_loss: 0.0312044 | Time: 7624.32 ms
[2022-01-22 16:40:24	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311443 | val_loss: 0.0311848 | Time: 7433.45 ms
[2022-01-22 16:40:31	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311385 | val_loss: 0.0311843 | Time: 7475.86 ms
[2022-01-22 16:40:39	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311331 | val_loss: 0.0311873 | Time: 7406.63 ms
[2022-01-22 16:40:46	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311293 | val_loss: 0.0311896 | Time: 7366.16 ms
[2022-01-22 16:40:54	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0311193 | val_loss: 0.0311995 | Time: 7355.39 ms
[2022-01-22 16:41:01	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311106 | val_loss: 0.031199 | Time: 7356.64 ms
[2022-01-22 16:41:09	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311041 | val_loss: 0.0312131 | Time: 7347.21 ms
[2022-01-22 16:41:16	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311004 | val_loss: 0.0312097 | Time: 7263.48 ms
[2022-01-22 16:41:23	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0310885 | val_loss: 0.0312198 | Time: 7004.16 ms
[2022-01-22 16:41:30	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0310827 | val_loss: 0.0312195 | Time: 6929.91 ms
[2022-01-22 16:41:37	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0310778 | val_loss: 0.0312219 | Time: 7008.62 ms
[2022-01-22 16:41:45	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.031074 | val_loss: 0.0312284 | Time: 6973.95 ms
[2022-01-22 16:41:52	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.031071 | val_loss: 0.0312246 | Time: 6902.03 ms
[2022-01-22 16:41:59	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0310733 | val_loss: 0.031222 | Time: 6962.79 ms
[2022-01-22 16:42:06	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0310776 | val_loss: 0.031242 | Time: 6976.59 ms
[2022-01-22 16:42:14	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0310722 | val_loss: 0.0312249 | Time: 7190.53 ms
[2022-01-22 16:42:21	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0310704 | val_loss: 0.0312393 | Time: 6749.76 ms
[2022-01-22 16:42:28	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0310678 | val_loss: 0.0312316 | Time: 6780.38 ms
[2022-01-22 16:42:35	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0310664 | val_loss: 0.0312394 | Time: 6685.74 ms
[2022-01-22 16:42:42	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.031068 | val_loss: 0.0312393 | Time: 6756.54 ms
[2022-01-22 16:42:49	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0310696 | val_loss: 0.0312479 | Time: 6822.25 ms
[2022-01-22 16:42:56	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0310705 | val_loss: 0.031231 | Time: 6913.63 ms
[2022-01-22 16:43:03	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0310734 | val_loss: 0.0312369 | Time: 7233.68 ms
[2022-01-22 16:43:10	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0310726 | val_loss: 0.0312325 | Time: 6935.51 ms
[2022-01-22 16:43:17	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0310722 | val_loss: 0.0312176 | Time: 6875.04 ms
[2022-01-22 16:43:24	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0310959 | val_loss: 0.0312422 | Time: 6871 ms
[2022-01-22 16:43:31	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0310814 | val_loss: 0.0312324 | Time: 6970.65 ms
[2022-01-22 16:43:38	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0310818 | val_loss: 0.0312119 | Time: 6786.29 ms
[2022-01-22 16:43:45	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0310945 | val_loss: 0.0312123 | Time: 6949.7 ms
[2022-01-22 16:43:52	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0310806 | val_loss: 0.0312385 | Time: 7105.32 ms
[2022-01-22 16:43:59	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0310704 | val_loss: 0.0312559 | Time: 6854.74 ms
[2022-01-22 16:44:06	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311087 | val_loss: 0.0312009 | Time: 7124.49 ms
[2022-01-22 16:44:13	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311457 | val_loss: 0.0311825 | Time: 6914.58 ms
[2022-01-22 16:44:21	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311324 | val_loss: 0.0311926 | Time: 7010.97 ms
[2022-01-22 16:44:27	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311185 | val_loss: 0.0312004 | Time: 6812.6 ms
[2022-01-22 16:44:35	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311058 | val_loss: 0.0312008 | Time: 7090.83 ms
[2022-01-22 16:44:42	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0310958 | val_loss: 0.0312119 | Time: 7171.11 ms
[2022-01-22 16:44:49	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0310857 | val_loss: 0.0312096 | Time: 7177.29 ms
[2022-01-22 16:44:56	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0310808 | val_loss: 0.0312309 | Time: 7121.25 ms
[2022-01-22 16:45:04	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0310768 | val_loss: 0.0312194 | Time: 7142.49 ms
[2022-01-22 16:45:12	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0310736 | val_loss: 0.0312186 | Time: 7980.75 ms
[2022-01-22 16:45:19	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0310741 | val_loss: 0.0312111 | Time: 7254.21 ms
[2022-01-22 16:45:26	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0310769 | val_loss: 0.0312456 | Time: 7039.1 ms
[2022-01-22 16:45:33	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0310744 | val_loss: 0.0312359 | Time: 6778.77 ms
[2022-01-22 16:45:40	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0310731 | val_loss: 0.0312462 | Time: 7360.64 ms
[2022-01-22 16:45:47	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0310729 | val_loss: 0.0312308 | Time: 7010.83 ms
[2022-01-22 16:45:54	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0310798 | val_loss: 0.0312494 | Time: 6981.61 ms
[2022-01-22 16:46:01	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0310895 | val_loss: 0.0312105 | Time: 6919.3 ms
[2022-01-22 16:46:09	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0310875 | val_loss: 0.0312346 | Time: 7008.11 ms
[2022-01-22 16:46:16	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0310932 | val_loss: 0.0312165 | Time: 7462.64 ms
[2022-01-22 16:46:24	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0310884 | val_loss: 0.0312173 | Time: 7603.17 ms
[2022-01-22 16:46:31	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0310779 | val_loss: 0.0312244 | Time: 7077.3 ms
[2022-01-22 16:46:38	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0310771 | val_loss: 0.0312353 | Time: 6864.08 ms
[2022-01-22 16:46:45	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0310712 | val_loss: 0.031218 | Time: 7149.66 ms
[2022-01-22 16:46:52	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0310727 | val_loss: 0.0312231 | Time: 7201.02 ms
[2022-01-22 16:46:59	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0310711 | val_loss: 0.0312363 | Time: 7128.55 ms
[2022-01-22 16:47:07	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0310738 | val_loss: 0.0312217 | Time: 7215.07 ms
[2022-01-22 16:47:14	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0310698 | val_loss: 0.0312474 | Time: 7199.07 ms
[2022-01-22 16:47:21	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0310714 | val_loss: 0.0312319 | Time: 7117.61 ms
[2022-01-22 16:47:29	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0310698 | val_loss: 0.0312309 | Time: 7172.22 ms
[2022-01-22 16:47:36	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0310712 | val_loss: 0.0312218 | Time: 7147.53 ms
[2022-01-22 16:47:43	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0310951 | val_loss: 0.0312021 | Time: 7138.05 ms
[2022-01-22 16:47:50	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311315 | val_loss: 0.0311831 | Time: 7199.8 ms
[2022-01-22 16:47:57	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311186 | val_loss: 0.0311975 | Time: 7243.85 ms
[2022-01-22 16:48:05	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311075 | val_loss: 0.0311976 | Time: 7024.06 ms
[2022-01-22 16:48:12	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311024 | val_loss: 0.0311971 | Time: 7180.43 ms
[2022-01-22 16:48:19	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.031109 | val_loss: 0.0312224 | Time: 7063.08 ms
[2022-01-22 16:48:26	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0310969 | val_loss: 0.0312097 | Time: 7104.93 ms
[2022-01-22 16:48:34	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0310894 | val_loss: 0.0312053 | Time: 7351.97 ms
[2022-01-22 16:48:41	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0310828 | val_loss: 0.0312422 | Time: 7031.58 ms
[2022-01-22 16:48:48	                main:574]	:	INFO	:	Epoch 1692 | loss: nan | val_loss: nan | Time: 7212.18 ms
[2022-01-22 16:48:55	                main:574]	:	INFO	:	Epoch 1693 | loss: nan | val_loss: nan | Time: 7210.4 ms
[2022-01-22 16:49:03	                main:574]	:	INFO	:	Epoch 1694 | loss: nan | val_loss: nan | Time: 7230.14 ms
[2022-01-22 16:49:10	                main:574]	:	INFO	:	Epoch 1695 | loss: nan | val_loss: nan | Time: 7195.79 ms
[2022-01-22 16:49:17	                main:574]	:	INFO	:	Epoch 1696 | loss: nan | val_loss: nan | Time: 7150.26 ms
[2022-01-22 16:49:25	                main:574]	:	INFO	:	Epoch 1697 | loss: nan | val_loss: nan | Time: 7429.42 ms
[2022-01-22 16:49:32	                main:574]	:	INFO	:	Epoch 1698 | loss: nan | val_loss: nan | Time: 7171.43 ms
[2022-01-22 16:49:39	                main:574]	:	INFO	:	Epoch 1699 | loss: nan | val_loss: nan | Time: 7078.33 ms
[2022-01-22 16:49:46	                main:574]	:	INFO	:	Epoch 1700 | loss: nan | val_loss: nan | Time: 6905.91 ms
[2022-01-22 16:49:53	                main:574]	:	INFO	:	Epoch 1701 | loss: nan | val_loss: nan | Time: 6844.39 ms
[2022-01-22 16:50:00	                main:574]	:	INFO	:	Epoch 1702 | loss: nan | val_loss: nan | Time: 7067.48 ms
[2022-01-22 16:50:07	                main:574]	:	INFO	:	Epoch 1703 | loss: nan | val_loss: nan | Time: 6863.94 ms
[2022-01-22 16:50:14	                main:574]	:	INFO	:	Epoch 1704 | loss: nan | val_loss: nan | Time: 6805.33 ms
[2022-01-22 16:50:21	                main:574]	:	INFO	:	Epoch 1705 | loss: nan | val_loss: nan | Time: 7233.89 ms
[2022-01-22 16:50:28	                main:574]	:	INFO	:	Epoch 1706 | loss: nan | val_loss: nan | Time: 6914.14 ms
[2022-01-22 16:50:35	                main:574]	:	INFO	:	Epoch 1707 | loss: nan | val_loss: nan | Time: 6979.38 ms
[2022-01-22 16:50:42	                main:574]	:	INFO	:	Epoch 1708 | loss: nan | val_loss: nan | Time: 6765.2 ms
[2022-01-22 16:50:49	                main:574]	:	INFO	:	Epoch 1709 | loss: nan | val_loss: nan | Time: 6729.71 ms
[2022-01-22 16:50:56	                main:574]	:	INFO	:	Epoch 1710 | loss: nan | val_loss: nan | Time: 6774.96 ms
[2022-01-22 16:51:02	                main:574]	:	INFO	:	Epoch 1711 | loss: nan | val_loss: nan | Time: 6828.83 ms
[2022-01-22 16:51:09	                main:574]	:	INFO	:	Epoch 1712 | loss: nan | val_loss: nan | Time: 6740.14 ms
[2022-01-22 16:51:16	                main:574]	:	INFO	:	Epoch 1713 | loss: nan | val_loss: nan | Time: 7020.35 ms
[2022-01-22 16:51:23	                main:574]	:	INFO	:	Epoch 1714 | loss: nan | val_loss: nan | Time: 6823.75 ms
[2022-01-22 16:51:30	                main:574]	:	INFO	:	Epoch 1715 | loss: nan | val_loss: nan | Time: 7063.2 ms
[2022-01-22 16:51:37	                main:574]	:	INFO	:	Epoch 1716 | loss: nan | val_loss: nan | Time: 6880.88 ms
[2022-01-22 16:51:44	                main:574]	:	INFO	:	Epoch 1717 | loss: nan | val_loss: nan | Time: 6790.01 ms
[2022-01-22 16:51:51	                main:574]	:	INFO	:	Epoch 1718 | loss: nan | val_loss: nan | Time: 6945.61 ms
[2022-01-22 16:51:58	                main:574]	:	INFO	:	Epoch 1719 | loss: nan | val_loss: nan | Time: 6713.51 ms
[2022-01-22 16:52:05	                main:574]	:	INFO	:	Epoch 1720 | loss: nan | val_loss: nan | Time: 6860.13 ms
[2022-01-22 16:52:12	                main:574]	:	INFO	:	Epoch 1721 | loss: nan | val_loss: nan | Time: 6770.73 ms
[2022-01-22 16:52:19	                main:574]	:	INFO	:	Epoch 1722 | loss: nan | val_loss: nan | Time: 6871.87 ms
[2022-01-22 16:52:26	                main:574]	:	INFO	:	Epoch 1723 | loss: nan | val_loss: nan | Time: 6883.63 ms
[2022-01-22 16:52:33	                main:574]	:	INFO	:	Epoch 1724 | loss: nan | val_loss: nan | Time: 6704.41 ms
[2022-01-22 16:52:40	                main:574]	:	INFO	:	Epoch 1725 | loss: nan | val_loss: nan | Time: 6857.7 ms
[2022-01-22 16:52:46	                main:574]	:	INFO	:	Epoch 1726 | loss: nan | val_loss: nan | Time: 6900.09 ms
[2022-01-22 16:52:53	                main:574]	:	INFO	:	Epoch 1727 | loss: nan | val_loss: nan | Time: 6819.17 ms
[2022-01-22 16:53:00	                main:574]	:	INFO	:	Epoch 1728 | loss: nan | val_loss: nan | Time: 6854.48 ms
[2022-01-22 16:53:07	                main:574]	:	INFO	:	Epoch 1729 | loss: nan | val_loss: nan | Time: 6934.83 ms
[2022-01-22 16:53:14	                main:574]	:	INFO	:	Epoch 1730 | loss: nan | val_loss: nan | Time: 7043.23 ms
[2022-01-22 16:53:21	                main:574]	:	INFO	:	Epoch 1731 | loss: nan | val_loss: nan | Time: 6755.07 ms
[2022-01-22 16:53:28	                main:574]	:	INFO	:	Epoch 1732 | loss: nan | val_loss: nan | Time: 6780.24 ms
[2022-01-22 16:53:35	                main:574]	:	INFO	:	Epoch 1733 | loss: nan | val_loss: nan | Time: 7034.25 ms
[2022-01-22 16:53:42	                main:574]	:	INFO	:	Epoch 1734 | loss: nan | val_loss: nan | Time: 6939.83 ms
[2022-01-22 16:53:49	                main:574]	:	INFO	:	Epoch 1735 | loss: nan | val_loss: nan | Time: 6944.4 ms
[2022-01-22 16:53:56	                main:574]	:	INFO	:	Epoch 1736 | loss: nan | val_loss: nan | Time: 7106.19 ms
[2022-01-22 16:54:03	                main:574]	:	INFO	:	Epoch 1737 | loss: nan | val_loss: nan | Time: 6828.81 ms
[2022-01-22 16:54:10	                main:574]	:	INFO	:	Epoch 1738 | loss: nan | val_loss: nan | Time: 6760.47 ms
[2022-01-22 16:54:17	                main:574]	:	INFO	:	Epoch 1739 | loss: nan | val_loss: nan | Time: 6933.79 ms
[2022-01-22 16:54:24	                main:574]	:	INFO	:	Epoch 1740 | loss: nan | val_loss: nan | Time: 6888.62 ms
[2022-01-22 16:54:31	                main:574]	:	INFO	:	Epoch 1741 | loss: nan | val_loss: nan | Time: 6708.01 ms
[2022-01-22 16:54:38	                main:574]	:	INFO	:	Epoch 1742 | loss: nan | val_loss: nan | Time: 6781.27 ms
[2022-01-22 16:54:44	                main:574]	:	INFO	:	Epoch 1743 | loss: nan | val_loss: nan | Time: 6687.82 ms
[2022-01-22 16:54:51	                main:574]	:	INFO	:	Epoch 1744 | loss: nan | val_loss: nan | Time: 6737.2 ms
[2022-01-22 16:54:58	                main:574]	:	INFO	:	Epoch 1745 | loss: nan | val_loss: nan | Time: 6818.31 ms
[2022-01-22 16:55:05	                main:574]	:	INFO	:	Epoch 1746 | loss: nan | val_loss: nan | Time: 6914.78 ms
[2022-01-22 16:55:12	                main:574]	:	INFO	:	Epoch 1747 | loss: nan | val_loss: nan | Time: 7341.03 ms
[2022-01-22 16:55:19	                main:574]	:	INFO	:	Epoch 1748 | loss: nan | val_loss: nan | Time: 6920.03 ms
[2022-01-22 16:55:26	                main:574]	:	INFO	:	Epoch 1749 | loss: nan | val_loss: nan | Time: 6894.12 ms
[2022-01-22 16:55:34	                main:574]	:	INFO	:	Epoch 1750 | loss: nan | val_loss: nan | Time: 7698 ms
[2022-01-22 16:55:42	                main:574]	:	INFO	:	Epoch 1751 | loss: nan | val_loss: nan | Time: 7895.27 ms
[2022-01-22 16:55:50	                main:574]	:	INFO	:	Epoch 1752 | loss: nan | val_loss: nan | Time: 7904.82 ms
[2022-01-22 16:55:58	                main:574]	:	INFO	:	Epoch 1753 | loss: nan | val_loss: nan | Time: 8099.53 ms
[2022-01-22 16:56:06	                main:574]	:	INFO	:	Epoch 1754 | loss: nan | val_loss: nan | Time: 7890.31 ms
[2022-01-22 16:56:15	                main:574]	:	INFO	:	Epoch 1755 | loss: nan | val_loss: nan | Time: 8090.89 ms
[2022-01-22 16:56:23	                main:574]	:	INFO	:	Epoch 1756 | loss: nan | val_loss: nan | Time: 8482.51 ms
[2022-01-22 16:56:31	                main:574]	:	INFO	:	Epoch 1757 | loss: nan | val_loss: nan | Time: 7788.31 ms
[2022-01-22 16:56:39	                main:574]	:	INFO	:	Epoch 1758 | loss: nan | val_loss: nan | Time: 7786.82 ms
[2022-01-22 16:56:47	                main:574]	:	INFO	:	Epoch 1759 | loss: nan | val_loss: nan | Time: 7790.41 ms
[2022-01-22 16:56:54	                main:574]	:	INFO	:	Epoch 1760 | loss: nan | val_loss: nan | Time: 7714.67 ms
[2022-01-22 16:57:03	                main:574]	:	INFO	:	Epoch 1761 | loss: nan | val_loss: nan | Time: 8336.03 ms
[2022-01-22 16:57:12	                main:574]	:	INFO	:	Epoch 1762 | loss: nan | val_loss: nan | Time: 8732.31 ms
[2022-01-22 16:57:20	                main:574]	:	INFO	:	Epoch 1763 | loss: nan | val_loss: nan | Time: 8209.31 ms
[2022-01-22 16:57:28	                main:574]	:	INFO	:	Epoch 1764 | loss: nan | val_loss: nan | Time: 7781 ms
[2022-01-22 16:57:36	                main:574]	:	INFO	:	Epoch 1765 | loss: nan | val_loss: nan | Time: 8010.38 ms
[2022-01-22 16:57:44	                main:574]	:	INFO	:	Epoch 1766 | loss: nan | val_loss: nan | Time: 7919.07 ms
[2022-01-22 16:57:52	                main:574]	:	INFO	:	Epoch 1767 | loss: nan | val_loss: nan | Time: 8205.18 ms
[2022-01-22 16:58:00	                main:574]	:	INFO	:	Epoch 1768 | loss: nan | val_loss: nan | Time: 7906.39 ms
[2022-01-22 16:58:08	                main:574]	:	INFO	:	Epoch 1769 | loss: nan | val_loss: nan | Time: 7935.1 ms
[2022-01-22 16:58:16	                main:574]	:	INFO	:	Epoch 1770 | loss: nan | val_loss: nan | Time: 8078.91 ms
[2022-01-22 16:58:25	                main:574]	:	INFO	:	Epoch 1771 | loss: nan | val_loss: nan | Time: 8258.04 ms
[2022-01-22 16:58:34	                main:574]	:	INFO	:	Epoch 1772 | loss: nan | val_loss: nan | Time: 9012.27 ms
[2022-01-22 16:58:42	                main:574]	:	INFO	:	Epoch 1773 | loss: nan | val_loss: nan | Time: 8048.64 ms
[2022-01-22 16:58:50	                main:574]	:	INFO	:	Epoch 1774 | loss: nan | val_loss: nan | Time: 7910.58 ms
[2022-01-22 16:58:58	                main:574]	:	INFO	:	Epoch 1775 | loss: nan | val_loss: nan | Time: 8133.88 ms
[2022-01-22 16:59:06	                main:574]	:	INFO	:	Epoch 1776 | loss: nan | val_loss: nan | Time: 8307.98 ms
[2022-01-22 16:59:15	                main:574]	:	INFO	:	Epoch 1777 | loss: nan | val_loss: nan | Time: 8223.84 ms
[2022-01-22 16:59:23	                main:574]	:	INFO	:	Epoch 1778 | loss: nan | val_loss: nan | Time: 8038.36 ms
[2022-01-22 16:59:31	                main:574]	:	INFO	:	Epoch 1779 | loss: nan | val_loss: nan | Time: 7996.16 ms
[2022-01-22 16:59:40	                main:574]	:	INFO	:	Epoch 1780 | loss: nan | val_loss: nan | Time: 8929.63 ms
[2022-01-22 16:59:48	                main:574]	:	INFO	:	Epoch 1781 | loss: nan | val_loss: nan | Time: 8099.87 ms
[2022-01-22 16:59:56	                main:574]	:	INFO	:	Epoch 1782 | loss: nan | val_loss: nan | Time: 8001.63 ms
[2022-01-22 17:00:04	                main:574]	:	INFO	:	Epoch 1783 | loss: nan | val_loss: nan | Time: 8078.97 ms
[2022-01-22 17:00:12	                main:574]	:	INFO	:	Epoch 1784 | loss: nan | val_loss: nan | Time: 8025.07 ms
[2022-01-22 17:00:20	                main:574]	:	INFO	:	Epoch 1785 | loss: nan | val_loss: nan | Time: 8060.7 ms
[2022-01-22 17:00:28	                main:574]	:	INFO	:	Epoch 1786 | loss: nan | val_loss: nan | Time: 8035.55 ms
[2022-01-22 17:00:40	                main:574]	:	INFO	:	Epoch 1787 | loss: nan | val_loss: nan | Time: 11382.1 ms
[2022-01-22 17:00:49	                main:574]	:	INFO	:	Epoch 1788 | loss: nan | val_loss: nan | Time: 9372.53 ms
[2022-01-22 17:00:58	                main:574]	:	INFO	:	Epoch 1789 | loss: nan | val_loss: nan | Time: 9188.24 ms
[2022-01-22 17:01:08	                main:574]	:	INFO	:	Epoch 1790 | loss: nan | val_loss: nan | Time: 9083.53 ms
[2022-01-22 17:01:17	                main:574]	:	INFO	:	Epoch 1791 | loss: nan | val_loss: nan | Time: 9010.78 ms
[2022-01-22 17:01:26	                main:574]	:	INFO	:	Epoch 1792 | loss: nan | val_loss: nan | Time: 9018.44 ms
[2022-01-22 17:01:35	                main:574]	:	INFO	:	Epoch 1793 | loss: nan | val_loss: nan | Time: 9128.01 ms
[2022-01-22 17:01:44	                main:574]	:	INFO	:	Epoch 1794 | loss: nan | val_loss: nan | Time: 8895.62 ms
[2022-01-22 17:01:53	                main:574]	:	INFO	:	Epoch 1795 | loss: nan | val_loss: nan | Time: 9021.49 ms
[2022-01-22 17:02:04	                main:574]	:	INFO	:	Epoch 1796 | loss: nan | val_loss: nan | Time: 10978.6 ms
[2022-01-22 17:02:13	                main:574]	:	INFO	:	Epoch 1797 | loss: nan | val_loss: nan | Time: 9211.55 ms
[2022-01-22 17:02:22	                main:574]	:	INFO	:	Epoch 1798 | loss: nan | val_loss: nan | Time: 8959.02 ms
[2022-01-22 17:02:32	                main:574]	:	INFO	:	Epoch 1799 | loss: nan | val_loss: nan | Time: 9119.89 ms
[2022-01-22 17:02:41	                main:574]	:	INFO	:	Epoch 1800 | loss: nan | val_loss: nan | Time: 9164.8 ms
[2022-01-22 17:02:50	                main:574]	:	INFO	:	Epoch 1801 | loss: nan | val_loss: nan | Time: 9097.23 ms
[2022-01-22 17:02:59	                main:574]	:	INFO	:	Epoch 1802 | loss: nan | val_loss: nan | Time: 9130.93 ms
[2022-01-22 17:03:09	                main:574]	:	INFO	:	Epoch 1803 | loss: nan | val_loss: nan | Time: 10093 ms
[2022-01-22 17:03:19	                main:574]	:	INFO	:	Epoch 1804 | loss: nan | val_loss: nan | Time: 9217.89 ms
[2022-01-22 17:03:29	                main:574]	:	INFO	:	Epoch 1805 | loss: nan | val_loss: nan | Time: 10079.4 ms
[2022-01-22 17:03:38	                main:574]	:	INFO	:	Epoch 1806 | loss: nan | val_loss: nan | Time: 9037.26 ms
[2022-01-22 17:03:47	                main:574]	:	INFO	:	Epoch 1807 | loss: nan | val_loss: nan | Time: 9112.52 ms
[2022-01-22 17:03:56	                main:574]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 9411.78 ms
[2022-01-22 17:04:07	                main:574]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 10554.8 ms
[2022-01-22 17:04:17	                main:574]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 9528.06 ms
[2022-01-22 17:04:26	                main:574]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 9015.68 ms
[2022-01-22 17:04:35	                main:574]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 8929.95 ms
[2022-01-22 17:04:44	                main:574]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 8874.98 ms
[2022-01-22 17:04:53	                main:574]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 8963.36 ms
[2022-01-22 17:05:02	                main:574]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 8797.66 ms
[2022-01-22 17:05:11	                main:574]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 8956.82 ms
[2022-01-22 17:05:20	                main:574]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 8974.68 ms
[2022-01-22 17:05:29	                main:574]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 9147.11 ms
[2022-01-22 17:05:38	                main:574]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 9244.33 ms
[2022-01-22 17:05:47	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 9044.85 ms
[2022-01-22 17:05:56	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 8838.84 ms
[2022-01-22 17:06:05	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 9017.29 ms
[2022-01-22 17:06:14	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 8955.59 ms
[2022-01-22 17:06:23	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 8920.1 ms
[2022-01-22 17:06:32	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 8998.13 ms
[2022-01-22 17:06:41	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 8874.64 ms
[2022-01-22 17:06:50	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 8921.65 ms
[2022-01-22 17:06:59	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 8866.93 ms
[2022-01-22 17:07:08	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 8901.11 ms
[2022-01-22 17:07:17	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 8927.94 ms
[2022-01-22 17:07:26	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 8832.49 ms
[2022-01-22 17:07:35	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 8734.69 ms
[2022-01-22 17:07:44	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 8994.95 ms
[2022-01-22 17:07:53	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 8844.29 ms
[2022-01-22 17:08:02	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 8929.46 ms
[2022-01-22 17:08:11	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 8884.03 ms
[2022-01-22 17:08:20	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 8965.88 ms
[2022-01-22 17:08:29	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 9007.74 ms
[2022-01-22 17:08:38	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 9366.13 ms
[2022-01-22 17:08:47	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 8953.53 ms
[2022-01-22 17:08:56	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 8939.6 ms
[2022-01-22 17:09:05	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 8978.01 ms
[2022-01-22 17:09:14	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 8875.02 ms
[2022-01-22 17:09:23	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 9048.54 ms
[2022-01-22 17:09:32	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 8946.91 ms
[2022-01-22 17:09:41	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 8880.86 ms
[2022-01-22 17:09:50	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 9024.31 ms
[2022-01-22 17:09:59	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 8886.05 ms
[2022-01-22 17:10:08	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 8960.17 ms
[2022-01-22 17:10:17	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 8986.29 ms
[2022-01-22 17:10:27	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 9150.23 ms
[2022-01-22 17:10:36	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 9203.68 ms
[2022-01-22 17:10:45	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 8961.3 ms
[2022-01-22 17:10:54	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 8944.33 ms
[2022-01-22 17:11:03	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 8847.31 ms
[2022-01-22 17:11:12	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 8857.7 ms
[2022-01-22 17:11:21	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 8768.62 ms
[2022-01-22 17:11:29	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 8874.22 ms
[2022-01-22 17:11:39	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 9068.31 ms
[2022-01-22 17:11:47	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 8781.15 ms
[2022-01-22 17:11:56	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 8853.9 ms
[2022-01-22 17:12:05	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 8905.57 ms
[2022-01-22 17:12:14	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 8871.33 ms
[2022-01-22 17:12:24	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 9307.37 ms
[2022-01-22 17:12:32	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 8781.65 ms
[2022-01-22 17:12:41	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 8951.43 ms
[2022-01-22 17:12:50	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 8838.72 ms
[2022-01-22 17:12:59	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 8922.93 ms
[2022-01-22 17:13:08	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 8855.2 ms
[2022-01-22 17:13:17	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 8909.88 ms
[2022-01-22 17:13:26	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 8957.68 ms
[2022-01-22 17:13:35	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 8928.34 ms
[2022-01-22 17:13:44	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 9040.84 ms
[2022-01-22 17:13:53	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 8921.14 ms
[2022-01-22 17:14:02	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 9001.82 ms
[2022-01-22 17:14:11	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 9121.3 ms
[2022-01-22 17:14:20	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 8955.02 ms
[2022-01-22 17:14:30	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 8975.48 ms
[2022-01-22 17:14:38	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 8868.5 ms
[2022-01-22 17:14:47	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 8859.79 ms
[2022-01-22 17:14:56	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 8970.46 ms
[2022-01-22 17:15:05	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 8789.13 ms
[2022-01-22 17:15:14	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 9015.98 ms
[2022-01-22 17:15:23	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 8833.69 ms
[2022-01-22 17:15:32	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 9106.45 ms
[2022-01-22 17:15:41	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 8879.96 ms
[2022-01-22 17:15:50	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 8872.48 ms
[2022-01-22 17:15:59	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 9087.61 ms
[2022-01-22 17:16:09	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 9048.68 ms
[2022-01-22 17:16:18	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 8904.07 ms
[2022-01-22 17:16:27	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 9007.21 ms
[2022-01-22 17:16:35	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 8828.44 ms
[2022-01-22 17:16:44	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 8763.76 ms
[2022-01-22 17:16:53	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 8884.06 ms
[2022-01-22 17:17:02	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 8975.36 ms
[2022-01-22 17:17:11	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 8840.59 ms
[2022-01-22 17:17:20	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 8786.45 ms
[2022-01-22 17:17:29	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 8902.23 ms
[2022-01-22 17:17:38	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 8858.6 ms
[2022-01-22 17:17:47	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 8925.28 ms
[2022-01-22 17:17:56	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 8977.19 ms
[2022-01-22 17:18:05	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 8955.25 ms
[2022-01-22 17:18:14	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 8821.99 ms
[2022-01-22 17:18:23	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 8906.19 ms
[2022-01-22 17:18:32	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 9013.55 ms
[2022-01-22 17:18:41	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 8797.32 ms
[2022-01-22 17:18:50	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 9162.22 ms
[2022-01-22 17:18:59	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 8833.45 ms
[2022-01-22 17:19:08	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 8867.59 ms
[2022-01-22 17:19:17	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 9037.58 ms
[2022-01-22 17:19:26	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 9125.69 ms
[2022-01-22 17:19:35	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 8951.01 ms
[2022-01-22 17:19:44	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 8798.6 ms
[2022-01-22 17:19:53	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 8834.73 ms
[2022-01-22 17:20:02	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 8901.18 ms
[2022-01-22 17:20:11	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 8857.08 ms
[2022-01-22 17:20:20	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 8881.69 ms
[2022-01-22 17:20:28	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 8750.15 ms
[2022-01-22 17:20:38	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 9206.91 ms
[2022-01-22 17:20:47	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 9187.3 ms
[2022-01-22 17:20:56	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 8971.37 ms
[2022-01-22 17:21:05	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 8897.72 ms
[2022-01-22 17:21:14	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 8913.78 ms
[2022-01-22 17:21:23	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 9000.69 ms
[2022-01-22 17:21:32	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 8944.31 ms
[2022-01-22 17:21:41	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 8823.44 ms
[2022-01-22 17:21:50	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 8858.78 ms
[2022-01-22 17:21:59	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 8829.32 ms
[2022-01-22 17:22:08	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 8888.64 ms
[2022-01-22 17:22:16	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 8854.42 ms
[2022-01-22 17:22:25	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 8964.29 ms
[2022-01-22 17:22:35	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 9139.68 ms
[2022-01-22 17:22:44	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 8813.71 ms
[2022-01-22 17:22:53	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 8910.73 ms
[2022-01-22 17:23:02	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 8926.45 ms
[2022-01-22 17:23:11	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 9038.92 ms
[2022-01-22 17:23:20	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 8887.04 ms
[2022-01-22 17:23:29	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 8904.44 ms
[2022-01-22 17:23:37	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 8904.07 ms
[2022-01-22 17:23:46	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 8850.61 ms
[2022-01-22 17:23:55	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 8890.81 ms
[2022-01-22 17:24:04	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 8954.72 ms
[2022-01-22 17:24:13	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 8836.76 ms
[2022-01-22 17:24:22	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 9005.6 ms
[2022-01-22 17:24:31	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 8810.66 ms
[2022-01-22 17:24:40	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 8830.16 ms
[2022-01-22 17:24:49	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 8773.95 ms
[2022-01-22 17:24:58	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 8904.83 ms
[2022-01-22 17:25:07	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 9163.2 ms
[2022-01-22 17:25:16	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 8801.04 ms
[2022-01-22 17:25:25	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 8840.55 ms
[2022-01-22 17:25:34	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 8905.72 ms
[2022-01-22 17:25:43	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 8830.42 ms
[2022-01-22 17:25:52	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 8945.53 ms
[2022-01-22 17:26:01	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 8837.76 ms
[2022-01-22 17:26:09	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 8819.99 ms
[2022-01-22 17:26:18	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 8773.52 ms
[2022-01-22 17:26:27	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 9067.06 ms
[2022-01-22 17:26:36	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 8883.64 ms
[2022-01-22 17:26:45	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 8903.42 ms
[2022-01-22 17:26:54	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 9055.41 ms
[2022-01-22 17:27:03	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 8872.75 ms
[2022-01-22 17:27:12	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 8790.12 ms
[2022-01-22 17:27:21	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 8996.85 ms
[2022-01-22 17:27:30	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 8763.25 ms
[2022-01-22 17:27:39	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 8831.06 ms
[2022-01-22 17:27:48	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 8735.5 ms
[2022-01-22 17:27:57	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 8848.3 ms
[2022-01-22 17:28:06	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 8974.81 ms
[2022-01-22 17:28:15	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 9018.05 ms
[2022-01-22 17:28:24	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 8781.7 ms
[2022-01-22 17:28:33	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 8881.76 ms
[2022-01-22 17:28:42	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 8902.74 ms
[2022-01-22 17:28:50	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 8882.17 ms
[2022-01-22 17:29:00	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 9410.31 ms
[2022-01-22 17:29:09	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 8895.41 ms
[2022-01-22 17:29:18	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 8768.33 ms
[2022-01-22 17:29:27	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 8891.62 ms
[2022-01-22 17:29:36	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 8848.2 ms
[2022-01-22 17:29:45	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 8889.24 ms
[2022-01-22 17:29:53	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 8743.82 ms
[2022-01-22 17:30:02	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 8868.3 ms
[2022-01-22 17:30:11	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 8903.17 ms
[2022-01-22 17:30:20	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 8686.47 ms
[2022-01-22 17:30:29	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 9229.64 ms
[2022-01-22 17:30:38	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 8929.49 ms
[2022-01-22 17:30:47	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 9069.68 ms
[2022-01-22 17:30:56	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 9035.69 ms
[2022-01-22 17:31:05	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 8974.66 ms
[2022-01-22 17:31:14	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 8744.32 ms
[2022-01-22 17:31:23	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 8890.82 ms
[2022-01-22 17:31:32	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 8809.39 ms
[2022-01-22 17:31:41	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 8977.73 ms
[2022-01-22 17:31:50	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 8865.08 ms
[2022-01-22 17:31:59	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 8843.33 ms
[2022-01-22 17:32:08	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 9112.25 ms
[2022-01-22 17:32:17	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 8924.79 ms
[2022-01-22 17:32:26	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 8926.98 ms
[2022-01-22 17:32:35	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 8791.56 ms
[2022-01-22 17:32:44	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 8858.65 ms
[2022-01-22 17:32:53	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 8877.49 ms
[2022-01-22 17:33:02	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 9049.84 ms
[2022-01-22 17:33:11	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 8981 ms
[2022-01-22 17:33:20	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 8974.08 ms
[2022-01-22 17:33:29	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 8986.6 ms
[2022-01-22 17:33:38	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 8857.44 ms
[2022-01-22 17:33:47	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 8875.12 ms
[2022-01-22 17:33:56	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 8872.24 ms
[2022-01-22 17:34:05	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 8974.5 ms
[2022-01-22 17:34:14	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 8926.68 ms
[2022-01-22 17:34:23	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 8925.01 ms
[2022-01-22 17:34:32	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 8852.49 ms
[2022-01-22 17:34:41	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 8959.83 ms
[2022-01-22 17:34:50	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 8908.36 ms
[2022-01-22 17:34:59	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 8953.45 ms
[2022-01-22 17:35:08	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 8870.16 ms
[2022-01-22 17:35:17	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 8930.62 ms
[2022-01-22 17:35:26	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 8955.5 ms
[2022-01-22 17:35:35	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 8939.63 ms
[2022-01-22 17:35:44	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 8919.54 ms
[2022-01-22 17:35:53	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 8837.65 ms
[2022-01-22 17:36:02	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 9213.99 ms
[2022-01-22 17:36:11	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 8962.05 ms
[2022-01-22 17:36:20	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 8922.92 ms
[2022-01-22 17:36:29	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 8933.62 ms
[2022-01-22 17:36:38	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 8921.08 ms
[2022-01-22 17:36:47	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 8895.25 ms
[2022-01-22 17:36:56	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 8734.18 ms
[2022-01-22 17:37:05	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 9011.85 ms
[2022-01-22 17:37:14	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 8985.58 ms
[2022-01-22 17:37:23	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 8845.71 ms
[2022-01-22 17:37:32	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 8974.52 ms
[2022-01-22 17:37:41	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 9088.27 ms
[2022-01-22 17:37:50	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 9068.23 ms
[2022-01-22 17:37:59	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 9056.8 ms
[2022-01-22 17:38:08	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 8976.28 ms
[2022-01-22 17:38:17	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 8929.03 ms
[2022-01-22 17:38:26	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 9113.87 ms
[2022-01-22 17:38:35	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 8925.33 ms
[2022-01-22 17:38:44	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 8980.15 ms
[2022-01-22 17:38:53	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 8953.82 ms
[2022-01-22 17:39:02	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 9062.98 ms
[2022-01-22 17:39:11	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 8790.48 ms
[2022-01-22 17:39:20	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 9018.33 ms
[2022-01-22 17:39:29	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 9036.48 ms
[2022-01-22 17:39:39	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 9312.98 ms
[2022-01-22 17:39:48	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 8938.38 ms
[2022-01-22 17:39:57	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 8878.19 ms
[2022-01-22 17:39:57	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-01-22 17:39:57	                main:603]	:	INFO	:	Saving end state to config to file
[2022-01-22 17:39:57	                main:608]	:	INFO	:	Success, exiting..
17:39:57 (15704): called boinc_finish(0)

</stderr_txt>
]]>


©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)