Task 13206434

Name ParityModified-1647042602-9180-1-0_0
Workunit 10329330
Created 15 Mar 2022, 1:32:28 UTC
Sent 21 Mar 2022, 22:54:53 UTC
Report deadline 29 Mar 2022, 22:54:53 UTC
Received 22 Mar 2022, 19:12:38 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 19941
Run time 1 hours 55 min 11 sec
CPU time 1 hours 48 min 19 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,308.78 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.54 GB
Peak swap size 3.44 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
s
[2022-03-22 01:04:32	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0312302 | val_loss: 0.0312283 | Time: 2556.88 ms
[2022-03-22 01:04:34	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312305 | val_loss: 0.0312277 | Time: 2439.47 ms
[2022-03-22 01:04:37	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 2551.74 ms
[2022-03-22 01:04:39	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0312303 | val_loss: 0.0312296 | Time: 2432.95 ms
[2022-03-22 01:04:42	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0312306 | val_loss: 0.031231 | Time: 2317.62 ms
[2022-03-22 01:04:44	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0312311 | val_loss: 0.0312298 | Time: 2528.93 ms
[2022-03-22 01:04:47	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0312298 | val_loss: 0.031228 | Time: 2318.71 ms
[2022-03-22 01:04:49	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.03123 | val_loss: 0.031229 | Time: 2536.43 ms
[2022-03-22 01:04:52	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312307 | val_loss: 0.0312287 | Time: 2314.41 ms
[2022-03-22 01:04:54	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312314 | val_loss: 0.0312279 | Time: 2320.02 ms
[2022-03-22 01:04:57	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0312302 | val_loss: 0.0312304 | Time: 2519.52 ms
[2022-03-22 01:04:59	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312309 | val_loss: 0.0312304 | Time: 2437.94 ms
[2022-03-22 01:05:02	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0312323 | val_loss: 0.0312279 | Time: 2424.09 ms
[2022-03-22 01:05:04	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0312305 | val_loss: 0.0312288 | Time: 2426.55 ms
[2022-03-22 01:05:07	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0312298 | val_loss: 0.0312274 | Time: 2537.88 ms
[2022-03-22 01:05:09	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0312297 | val_loss: 0.0312276 | Time: 2453.58 ms
[2022-03-22 01:05:12	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0312302 | val_loss: 0.031228 | Time: 2324.62 ms
[2022-03-22 01:05:14	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.03123 | val_loss: 0.031229 | Time: 2483.28 ms
[2022-03-22 01:05:17	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.03123 | val_loss: 0.0312288 | Time: 2318.89 ms
[2022-03-22 01:05:19	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0312302 | val_loss: 0.0312279 | Time: 2419.59 ms
[2022-03-22 01:05:22	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0312301 | val_loss: 0.0312289 | Time: 2427.71 ms
[2022-03-22 01:05:24	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0312299 | val_loss: 0.0312278 | Time: 2418.49 ms
[2022-03-22 01:05:27	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0312307 | val_loss: 0.0312277 | Time: 2426.27 ms
[2022-03-22 01:05:29	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.031232 | val_loss: 0.0312274 | Time: 2424.73 ms
[2022-03-22 01:05:32	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312335 | val_loss: 0.0312275 | Time: 2322.12 ms
[2022-03-22 01:05:34	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0312308 | val_loss: 0.0312281 | Time: 2315.51 ms
[2022-03-22 01:05:36	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312299 | val_loss: 0.0312289 | Time: 2466.55 ms
[2022-03-22 01:05:39	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 2550.04 ms
[2022-03-22 01:05:42	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 2324.73 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 860M)
[2022-03-22 18:20:52	                main:435]	:	INFO	:	Set logging level to 1
[2022-03-22 18:20:52	                main:441]	:	INFO	:	Running in BOINC Client mode
[2022-03-22 18:20:52	                main:444]	:	INFO	:	Resolving all filenames
[2022-03-22 18:20:52	                main:452]	:	INFO	:	Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2022-03-22 18:20:53	                main:452]	:	INFO	:	Resolved: model.cfg => model.cfg (exists = 1)
[2022-03-22 18:20:53	                main:452]	:	INFO	:	Resolved: model-final.pt => model-final.pt (exists = 0)
[2022-03-22 18:20:53	                main:452]	:	INFO	:	Resolved: model-input.pt => model-input.pt (exists = 1)
[2022-03-22 18:20:53	                main:452]	:	INFO	:	Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2022-03-22 18:20:53	                main:472]	:	INFO	:	Dataset filename: dataset.hdf5
[2022-03-22 18:20:53	                main:474]	:	INFO	:	Configuration: 
[2022-03-22 18:20:53	                main:475]	:	INFO	:	    Model type: GRU
[2022-03-22 18:20:53	                main:476]	:	INFO	:	    Validation Loss Threshold: 0.0001
[2022-03-22 18:20:53	                main:477]	:	INFO	:	    Max Epochs: 2048
[2022-03-22 18:20:53	                main:478]	:	INFO	:	    Batch Size: 128
[2022-03-22 18:20:53	                main:479]	:	INFO	:	    Learning Rate: 0.01
[2022-03-22 18:20:54	                main:480]	:	INFO	:	    Patience: 10
[2022-03-22 18:20:54	                main:481]	:	INFO	:	    Hidden Width: 12
[2022-03-22 18:20:54	                main:482]	:	INFO	:	    # Recurrent Layers: 4
[2022-03-22 18:20:54	                main:483]	:	INFO	:	    # Backend Layers: 4
[2022-03-22 18:20:54	                main:484]	:	INFO	:	    # Threads: 1
[2022-03-22 18:20:54	                main:486]	:	INFO	:	Preparing Dataset
[2022-03-22 18:20:54	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xt from dataset.hdf5 into memory
[2022-03-22 18:20:55	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yt from dataset.hdf5 into memory
[2022-03-22 18:20:57	                load:106]	:	INFO	:	Successfully loaded dataset of 2048 examples into memory.
[2022-03-22 18:20:57	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Xv from dataset.hdf5 into memory
[2022-03-22 18:20:58	load_hdf5_ds_into_tensor:28]	:	INFO	:	Loading Dataset /Yv from dataset.hdf5 into memory
[2022-03-22 18:20:58	                load:106]	:	INFO	:	Successfully loaded dataset of 512 examples into memory.
[2022-03-22 18:20:58	                main:494]	:	INFO	:	Creating Model
[2022-03-22 18:20:58	                main:507]	:	INFO	:	Preparing config file
[2022-03-22 18:20:58	                main:511]	:	INFO	:	Found checkpoint, attempting to load... 
[2022-03-22 18:20:58	                main:512]	:	INFO	:	Loading config
[2022-03-22 18:20:58	                main:514]	:	INFO	:	Loading state
[2022-03-22 18:20:59	                main:559]	:	INFO	:	Loading DataLoader into Memory
[2022-03-22 18:20:59	                main:562]	:	INFO	:	Starting Training
[2022-03-22 18:21:02	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0312779 | val_loss: 0.0312478 | Time: 2815.54 ms
[2022-03-22 18:21:04	                main:574]	:	INFO	:	Epoch 1551 | loss: nan | val_loss: nan | Time: 2366.54 ms
[2022-03-22 18:21:07	                main:574]	:	INFO	:	Epoch 1552 | loss: nan | val_loss: nan | Time: 2365 ms
[2022-03-22 18:21:09	                main:574]	:	INFO	:	Epoch 1553 | loss: nan | val_loss: nan | Time: 2539.38 ms
[2022-03-22 18:21:12	                main:574]	:	INFO	:	Epoch 1554 | loss: nan | val_loss: nan | Time: 2572.35 ms
[2022-03-22 18:21:15	                main:574]	:	INFO	:	Epoch 1555 | loss: nan | val_loss: nan | Time: 2569.83 ms
[2022-03-22 18:21:17	                main:574]	:	INFO	:	Epoch 1556 | loss: nan | val_loss: nan | Time: 2367.12 ms
[2022-03-22 18:21:19	                main:574]	:	INFO	:	Epoch 1557 | loss: nan | val_loss: nan | Time: 2368.3 ms
[2022-03-22 18:21:22	                main:574]	:	INFO	:	Epoch 1558 | loss: nan | val_loss: nan | Time: 2357.34 ms
[2022-03-22 18:21:24	                main:574]	:	INFO	:	Epoch 1559 | loss: nan | val_loss: nan | Time: 2355.77 ms
[2022-03-22 18:21:27	                main:574]	:	INFO	:	Epoch 1560 | loss: nan | val_loss: nan | Time: 2361.32 ms
[2022-03-22 18:21:29	                main:574]	:	INFO	:	Epoch 1561 | loss: nan | val_loss: nan | Time: 2367.25 ms
[2022-03-22 18:21:32	                main:574]	:	INFO	:	Epoch 1562 | loss: nan | val_loss: nan | Time: 2358.69 ms
[2022-03-22 18:21:34	                main:574]	:	INFO	:	Epoch 1563 | loss: nan | val_loss: nan | Time: 2368.64 ms
[2022-03-22 18:21:36	                main:574]	:	INFO	:	Epoch 1564 | loss: nan | val_loss: nan | Time: 2350.68 ms
[2022-03-22 18:21:39	                main:574]	:	INFO	:	Epoch 1565 | loss: nan | val_loss: nan | Time: 2492.47 ms
[2022-03-22 18:21:41	                main:574]	:	INFO	:	Epoch 1566 | loss: nan | val_loss: nan | Time: 2351.61 ms
[2022-03-22 18:21:44	                main:574]	:	INFO	:	Epoch 1567 | loss: nan | val_loss: nan | Time: 2368.31 ms
[2022-03-22 18:21:46	                main:574]	:	INFO	:	Epoch 1568 | loss: nan | val_loss: nan | Time: 2374.54 ms
[2022-03-22 18:21:49	                main:574]	:	INFO	:	Epoch 1569 | loss: nan | val_loss: nan | Time: 2366.2 ms
[2022-03-22 18:21:51	                main:574]	:	INFO	:	Epoch 1570 | loss: nan | val_loss: nan | Time: 2373.78 ms
[2022-03-22 18:21:54	                main:574]	:	INFO	:	Epoch 1571 | loss: nan | val_loss: nan | Time: 2500.39 ms
[2022-03-22 18:21:56	                main:574]	:	INFO	:	Epoch 1572 | loss: nan | val_loss: nan | Time: 2376.98 ms
[2022-03-22 18:21:59	                main:574]	:	INFO	:	Epoch 1573 | loss: nan | val_loss: nan | Time: 2368.36 ms
[2022-03-22 18:22:01	                main:574]	:	INFO	:	Epoch 1574 | loss: nan | val_loss: nan | Time: 2558.32 ms
[2022-03-22 18:22:04	                main:574]	:	INFO	:	Epoch 1575 | loss: nan | val_loss: nan | Time: 2578.49 ms
[2022-03-22 18:22:06	                main:574]	:	INFO	:	Epoch 1576 | loss: nan | val_loss: nan | Time: 2367.58 ms
[2022-03-22 18:22:09	                main:574]	:	INFO	:	Epoch 1577 | loss: nan | val_loss: nan | Time: 2369.33 ms
[2022-03-22 18:22:11	                main:574]	:	INFO	:	Epoch 1578 | loss: nan | val_loss: nan | Time: 2575.53 ms
[2022-03-22 18:22:14	                main:574]	:	INFO	:	Epoch 1579 | loss: nan | val_loss: nan | Time: 2372.98 ms
[2022-03-22 18:22:16	                main:574]	:	INFO	:	Epoch 1580 | loss: nan | val_loss: nan | Time: 2363.65 ms
[2022-03-22 18:22:19	                main:574]	:	INFO	:	Epoch 1581 | loss: nan | val_loss: nan | Time: 2296.49 ms
[2022-03-22 18:22:21	                main:574]	:	INFO	:	Epoch 1582 | loss: nan | val_loss: nan | Time: 2494.29 ms
[2022-03-22 18:22:24	                main:574]	:	INFO	:	Epoch 1583 | loss: nan | val_loss: nan | Time: 2441.15 ms
[2022-03-22 18:22:26	                main:574]	:	INFO	:	Epoch 1584 | loss: nan | val_loss: nan | Time: 2276.59 ms
[2022-03-22 18:22:28	                main:574]	:	INFO	:	Epoch 1585 | loss: nan | val_loss: nan | Time: 2280.21 ms
[2022-03-22 18:22:36	                main:574]	:	INFO	:	Epoch 1586 | loss: nan | val_loss: nan | Time: 7281.67 ms
[2022-03-22 18:22:44	                main:574]	:	INFO	:	Epoch 1587 | loss: nan | val_loss: nan | Time: 8540.5 ms
[2022-03-22 18:22:53	                main:574]	:	INFO	:	Epoch 1588 | loss: nan | val_loss: nan | Time: 8751.74 ms
[2022-03-22 18:23:02	                main:574]	:	INFO	:	Epoch 1589 | loss: nan | val_loss: nan | Time: 8678.26 ms
[2022-03-22 18:23:09	                main:574]	:	INFO	:	Epoch 1590 | loss: nan | val_loss: nan | Time: 6598.87 ms
[2022-03-22 18:23:15	                main:574]	:	INFO	:	Epoch 1591 | loss: nan | val_loss: nan | Time: 6682.63 ms
[2022-03-22 18:23:22	                main:574]	:	INFO	:	Epoch 1592 | loss: nan | val_loss: nan | Time: 6445.55 ms
[2022-03-22 18:23:30	                main:574]	:	INFO	:	Epoch 1593 | loss: nan | val_loss: nan | Time: 7525.88 ms
[2022-03-22 18:23:36	                main:574]	:	INFO	:	Epoch 1594 | loss: nan | val_loss: nan | Time: 6809.51 ms
[2022-03-22 18:23:43	                main:574]	:	INFO	:	Epoch 1595 | loss: nan | val_loss: nan | Time: 6335.52 ms
[2022-03-22 18:23:49	                main:574]	:	INFO	:	Epoch 1596 | loss: nan | val_loss: nan | Time: 6412.04 ms
[2022-03-22 18:23:56	                main:574]	:	INFO	:	Epoch 1597 | loss: nan | val_loss: nan | Time: 6483.21 ms
[2022-03-22 18:24:03	                main:574]	:	INFO	:	Epoch 1598 | loss: nan | val_loss: nan | Time: 6523.05 ms
[2022-03-22 18:24:09	                main:574]	:	INFO	:	Epoch 1599 | loss: nan | val_loss: nan | Time: 6239.56 ms
[2022-03-22 18:24:15	                main:574]	:	INFO	:	Epoch 1600 | loss: nan | val_loss: nan | Time: 6309.11 ms
[2022-03-22 18:24:24	                main:574]	:	INFO	:	Epoch 1601 | loss: nan | val_loss: nan | Time: 9008.35 ms
[2022-03-22 18:24:31	                main:574]	:	INFO	:	Epoch 1602 | loss: nan | val_loss: nan | Time: 6771.08 ms
[2022-03-22 18:24:38	                main:574]	:	INFO	:	Epoch 1603 | loss: nan | val_loss: nan | Time: 6711.72 ms
[2022-03-22 18:24:44	                main:574]	:	INFO	:	Epoch 1604 | loss: nan | val_loss: nan | Time: 6245.37 ms
[2022-03-22 18:24:51	                main:574]	:	INFO	:	Epoch 1605 | loss: nan | val_loss: nan | Time: 6342.91 ms
[2022-03-22 18:24:57	                main:574]	:	INFO	:	Epoch 1606 | loss: nan | val_loss: nan | Time: 5967.27 ms
[2022-03-22 18:25:04	                main:574]	:	INFO	:	Epoch 1607 | loss: nan | val_loss: nan | Time: 6850.72 ms
[2022-03-22 18:25:10	                main:574]	:	INFO	:	Epoch 1608 | loss: nan | val_loss: nan | Time: 6344.66 ms
[2022-03-22 18:25:16	                main:574]	:	INFO	:	Epoch 1609 | loss: nan | val_loss: nan | Time: 6055.93 ms
[2022-03-22 18:25:23	                main:574]	:	INFO	:	Epoch 1610 | loss: nan | val_loss: nan | Time: 7196.38 ms
[2022-03-22 18:25:31	                main:574]	:	INFO	:	Epoch 1611 | loss: nan | val_loss: nan | Time: 7915.92 ms
[2022-03-22 18:25:38	                main:574]	:	INFO	:	Epoch 1612 | loss: nan | val_loss: nan | Time: 6475.87 ms
[2022-03-22 18:25:44	                main:574]	:	INFO	:	Epoch 1613 | loss: nan | val_loss: nan | Time: 5999.84 ms
[2022-03-22 18:25:50	                main:574]	:	INFO	:	Epoch 1614 | loss: nan | val_loss: nan | Time: 5809.11 ms
[2022-03-22 18:25:56	                main:574]	:	INFO	:	Epoch 1615 | loss: nan | val_loss: nan | Time: 6034.39 ms
[2022-03-22 18:26:03	                main:574]	:	INFO	:	Epoch 1616 | loss: nan | val_loss: nan | Time: 6574.44 ms
[2022-03-22 18:26:10	                main:574]	:	INFO	:	Epoch 1617 | loss: nan | val_loss: nan | Time: 7325.04 ms
[2022-03-22 18:26:16	                main:574]	:	INFO	:	Epoch 1618 | loss: nan | val_loss: nan | Time: 6022.29 ms
[2022-03-22 18:26:23	                main:574]	:	INFO	:	Epoch 1619 | loss: nan | val_loss: nan | Time: 6498.62 ms
[2022-03-22 18:26:29	                main:574]	:	INFO	:	Epoch 1620 | loss: nan | val_loss: nan | Time: 6324.29 ms
[2022-03-22 18:26:36	                main:574]	:	INFO	:	Epoch 1621 | loss: nan | val_loss: nan | Time: 6367.76 ms
[2022-03-22 18:26:42	                main:574]	:	INFO	:	Epoch 1622 | loss: nan | val_loss: nan | Time: 6458.43 ms
[2022-03-22 18:26:49	                main:574]	:	INFO	:	Epoch 1623 | loss: nan | val_loss: nan | Time: 6546.07 ms
[2022-03-22 18:26:56	                main:574]	:	INFO	:	Epoch 1624 | loss: nan | val_loss: nan | Time: 6759.53 ms
[2022-03-22 18:27:03	                main:574]	:	INFO	:	Epoch 1625 | loss: nan | val_loss: nan | Time: 6900.51 ms
[2022-03-22 18:27:10	                main:574]	:	INFO	:	Epoch 1626 | loss: nan | val_loss: nan | Time: 6896.25 ms
[2022-03-22 18:27:16	                main:574]	:	INFO	:	Epoch 1627 | loss: nan | val_loss: nan | Time: 6725.74 ms
[2022-03-22 18:27:24	                main:574]	:	INFO	:	Epoch 1628 | loss: nan | val_loss: nan | Time: 7261.01 ms
[2022-03-22 18:27:33	                main:574]	:	INFO	:	Epoch 1629 | loss: nan | val_loss: nan | Time: 8754.86 ms
[2022-03-22 18:27:42	                main:574]	:	INFO	:	Epoch 1630 | loss: nan | val_loss: nan | Time: 8986.61 ms
[2022-03-22 18:27:48	                main:574]	:	INFO	:	Epoch 1631 | loss: nan | val_loss: nan | Time: 6079.95 ms
[2022-03-22 18:27:54	                main:574]	:	INFO	:	Epoch 1632 | loss: nan | val_loss: nan | Time: 5923.35 ms
[2022-03-22 18:28:00	                main:574]	:	INFO	:	Epoch 1633 | loss: nan | val_loss: nan | Time: 5971.5 ms
[2022-03-22 18:28:06	                main:574]	:	INFO	:	Epoch 1634 | loss: nan | val_loss: nan | Time: 6032.92 ms
[2022-03-22 18:28:13	                main:574]	:	INFO	:	Epoch 1635 | loss: nan | val_loss: nan | Time: 6472.96 ms
[2022-03-22 18:28:20	                main:574]	:	INFO	:	Epoch 1636 | loss: nan | val_loss: nan | Time: 7572.51 ms
[2022-03-22 18:28:27	                main:574]	:	INFO	:	Epoch 1637 | loss: nan | val_loss: nan | Time: 6255.81 ms
[2022-03-22 18:28:33	                main:574]	:	INFO	:	Epoch 1638 | loss: nan | val_loss: nan | Time: 6347.89 ms
[2022-03-22 18:28:39	                main:574]	:	INFO	:	Epoch 1639 | loss: nan | val_loss: nan | Time: 6140.3 ms
[2022-03-22 18:28:46	                main:574]	:	INFO	:	Epoch 1640 | loss: nan | val_loss: nan | Time: 6792.43 ms
[2022-03-22 18:28:52	                main:574]	:	INFO	:	Epoch 1641 | loss: nan | val_loss: nan | Time: 6297.2 ms
[2022-03-22 18:28:59	                main:574]	:	INFO	:	Epoch 1642 | loss: nan | val_loss: nan | Time: 6515.91 ms
[2022-03-22 18:29:05	                main:574]	:	INFO	:	Epoch 1643 | loss: nan | val_loss: nan | Time: 6020.37 ms
[2022-03-22 18:29:13	                main:574]	:	INFO	:	Epoch 1644 | loss: nan | val_loss: nan | Time: 8201.42 ms
[2022-03-22 18:29:22	                main:574]	:	INFO	:	Epoch 1645 | loss: nan | val_loss: nan | Time: 8707.36 ms
[2022-03-22 18:29:31	                main:574]	:	INFO	:	Epoch 1646 | loss: nan | val_loss: nan | Time: 9007.73 ms
[2022-03-22 18:29:38	                main:574]	:	INFO	:	Epoch 1647 | loss: nan | val_loss: nan | Time: 6365.52 ms
[2022-03-22 18:29:44	                main:574]	:	INFO	:	Epoch 1648 | loss: nan | val_loss: nan | Time: 6734.83 ms
[2022-03-22 18:29:51	                main:574]	:	INFO	:	Epoch 1649 | loss: nan | val_loss: nan | Time: 6781.79 ms
[2022-03-22 18:29:58	                main:574]	:	INFO	:	Epoch 1650 | loss: nan | val_loss: nan | Time: 6606.92 ms
[2022-03-22 18:30:04	                main:574]	:	INFO	:	Epoch 1651 | loss: nan | val_loss: nan | Time: 6212.32 ms
[2022-03-22 18:30:10	                main:574]	:	INFO	:	Epoch 1652 | loss: nan | val_loss: nan | Time: 5757.68 ms
[2022-03-22 18:30:16	                main:574]	:	INFO	:	Epoch 1653 | loss: nan | val_loss: nan | Time: 6243.83 ms
[2022-03-22 18:30:23	                main:574]	:	INFO	:	Epoch 1654 | loss: nan | val_loss: nan | Time: 7023.75 ms
[2022-03-22 18:30:30	                main:574]	:	INFO	:	Epoch 1655 | loss: nan | val_loss: nan | Time: 6148.27 ms
[2022-03-22 18:30:36	                main:574]	:	INFO	:	Epoch 1656 | loss: nan | val_loss: nan | Time: 6566.21 ms
[2022-03-22 18:30:42	                main:574]	:	INFO	:	Epoch 1657 | loss: nan | val_loss: nan | Time: 5989.21 ms
[2022-03-22 18:30:49	                main:574]	:	INFO	:	Epoch 1658 | loss: nan | val_loss: nan | Time: 6725.56 ms
[2022-03-22 18:30:56	                main:574]	:	INFO	:	Epoch 1659 | loss: nan | val_loss: nan | Time: 6885.34 ms
[2022-03-22 18:31:02	                main:574]	:	INFO	:	Epoch 1660 | loss: nan | val_loss: nan | Time: 6207.36 ms
[2022-03-22 18:31:12	                main:574]	:	INFO	:	Epoch 1661 | loss: nan | val_loss: nan | Time: 9210.03 ms
[2022-03-22 18:31:20	                main:574]	:	INFO	:	Epoch 1662 | loss: nan | val_loss: nan | Time: 8504.58 ms
[2022-03-22 18:31:29	                main:574]	:	INFO	:	Epoch 1663 | loss: nan | val_loss: nan | Time: 8379.02 ms
[2022-03-22 18:31:37	                main:574]	:	INFO	:	Epoch 1664 | loss: nan | val_loss: nan | Time: 8631.77 ms
[2022-03-22 18:31:44	                main:574]	:	INFO	:	Epoch 1665 | loss: nan | val_loss: nan | Time: 6005.53 ms
[2022-03-22 18:31:51	                main:574]	:	INFO	:	Epoch 1666 | loss: nan | val_loss: nan | Time: 7154.14 ms
[2022-03-22 18:31:57	                main:574]	:	INFO	:	Epoch 1667 | loss: nan | val_loss: nan | Time: 6148.14 ms
[2022-03-22 18:32:03	                main:574]	:	INFO	:	Epoch 1668 | loss: nan | val_loss: nan | Time: 5945.61 ms
[2022-03-22 18:32:10	                main:574]	:	INFO	:	Epoch 1669 | loss: nan | val_loss: nan | Time: 6754.64 ms
[2022-03-22 18:32:17	                main:574]	:	INFO	:	Epoch 1670 | loss: nan | val_loss: nan | Time: 7220.94 ms
[2022-03-22 18:32:24	                main:574]	:	INFO	:	Epoch 1671 | loss: nan | val_loss: nan | Time: 6518.97 ms
[2022-03-22 18:32:30	                main:574]	:	INFO	:	Epoch 1672 | loss: nan | val_loss: nan | Time: 6300.02 ms
[2022-03-22 18:32:36	                main:574]	:	INFO	:	Epoch 1673 | loss: nan | val_loss: nan | Time: 5944.9 ms
[2022-03-22 18:32:42	                main:574]	:	INFO	:	Epoch 1674 | loss: nan | val_loss: nan | Time: 5834.68 ms
[2022-03-22 18:32:50	                main:574]	:	INFO	:	Epoch 1675 | loss: nan | val_loss: nan | Time: 7718.9 ms
[2022-03-22 18:32:59	                main:574]	:	INFO	:	Epoch 1676 | loss: nan | val_loss: nan | Time: 8746.25 ms
[2022-03-22 18:33:07	                main:574]	:	INFO	:	Epoch 1677 | loss: nan | val_loss: nan | Time: 8658.43 ms
[2022-03-22 18:33:14	                main:574]	:	INFO	:	Epoch 1678 | loss: nan | val_loss: nan | Time: 6684.86 ms
[2022-03-22 18:33:20	                main:574]	:	INFO	:	Epoch 1679 | loss: nan | val_loss: nan | Time: 5995.88 ms
[2022-03-22 18:33:26	                main:574]	:	INFO	:	Epoch 1680 | loss: nan | val_loss: nan | Time: 5903.76 ms
[2022-03-22 18:33:32	                main:574]	:	INFO	:	Epoch 1681 | loss: nan | val_loss: nan | Time: 5842.67 ms
[2022-03-22 18:33:38	                main:574]	:	INFO	:	Epoch 1682 | loss: nan | val_loss: nan | Time: 6297.49 ms
[2022-03-22 18:33:46	                main:574]	:	INFO	:	Epoch 1683 | loss: nan | val_loss: nan | Time: 7733.03 ms
[2022-03-22 18:33:53	                main:574]	:	INFO	:	Epoch 1684 | loss: nan | val_loss: nan | Time: 6668.44 ms
[2022-03-22 18:33:59	                main:574]	:	INFO	:	Epoch 1685 | loss: nan | val_loss: nan | Time: 6374.77 ms
[2022-03-22 18:34:07	                main:574]	:	INFO	:	Epoch 1686 | loss: nan | val_loss: nan | Time: 7155.97 ms
[2022-03-22 18:34:14	                main:574]	:	INFO	:	Epoch 1687 | loss: nan | val_loss: nan | Time: 6782.55 ms
[2022-03-22 18:34:20	                main:574]	:	INFO	:	Epoch 1688 | loss: nan | val_loss: nan | Time: 6210.98 ms
[2022-03-22 18:34:26	                main:574]	:	INFO	:	Epoch 1689 | loss: nan | val_loss: nan | Time: 6439.92 ms
[2022-03-22 18:34:35	                main:574]	:	INFO	:	Epoch 1690 | loss: nan | val_loss: nan | Time: 8836.1 ms
[2022-03-22 18:34:42	                main:574]	:	INFO	:	Epoch 1691 | loss: nan | val_loss: nan | Time: 6559.98 ms
[2022-03-22 18:34:49	                main:574]	:	INFO	:	Epoch 1692 | loss: nan | val_loss: nan | Time: 6641.21 ms
[2022-03-22 18:34:55	                main:574]	:	INFO	:	Epoch 1693 | loss: nan | val_loss: nan | Time: 6175.71 ms
[2022-03-22 18:35:01	                main:574]	:	INFO	:	Epoch 1694 | loss: nan | val_loss: nan | Time: 6181.44 ms
[2022-03-22 18:35:08	                main:574]	:	INFO	:	Epoch 1695 | loss: nan | val_loss: nan | Time: 6257.28 ms
[2022-03-22 18:35:15	                main:574]	:	INFO	:	Epoch 1696 | loss: nan | val_loss: nan | Time: 7504.52 ms
[2022-03-22 18:35:22	                main:574]	:	INFO	:	Epoch 1697 | loss: nan | val_loss: nan | Time: 6842.62 ms
[2022-03-22 18:35:31	                main:574]	:	INFO	:	Epoch 1698 | loss: nan | val_loss: nan | Time: 8481.15 ms
[2022-03-22 18:35:38	                main:574]	:	INFO	:	Epoch 1699 | loss: nan | val_loss: nan | Time: 6849.17 ms
[2022-03-22 18:35:44	                main:574]	:	INFO	:	Epoch 1700 | loss: nan | val_loss: nan | Time: 6065.82 ms
[2022-03-22 18:35:50	                main:574]	:	INFO	:	Epoch 1701 | loss: nan | val_loss: nan | Time: 5938.28 ms
[2022-03-22 18:35:56	                main:574]	:	INFO	:	Epoch 1702 | loss: nan | val_loss: nan | Time: 6145.96 ms
[2022-03-22 18:36:02	                main:574]	:	INFO	:	Epoch 1703 | loss: nan | val_loss: nan | Time: 6161.04 ms
[2022-03-22 18:36:08	                main:574]	:	INFO	:	Epoch 1704 | loss: nan | val_loss: nan | Time: 6062.47 ms
[2022-03-22 18:36:15	                main:574]	:	INFO	:	Epoch 1705 | loss: nan | val_loss: nan | Time: 6717.64 ms
[2022-03-22 18:36:23	                main:574]	:	INFO	:	Epoch 1706 | loss: nan | val_loss: nan | Time: 7994.49 ms
[2022-03-22 18:36:30	                main:574]	:	INFO	:	Epoch 1707 | loss: nan | val_loss: nan | Time: 6680.9 ms
[2022-03-22 18:36:37	                main:574]	:	INFO	:	Epoch 1708 | loss: nan | val_loss: nan | Time: 6825.17 ms
[2022-03-22 18:36:44	                main:574]	:	INFO	:	Epoch 1709 | loss: nan | val_loss: nan | Time: 7209.52 ms
[2022-03-22 18:36:51	                main:574]	:	INFO	:	Epoch 1710 | loss: nan | val_loss: nan | Time: 6631.25 ms
[2022-03-22 18:36:57	                main:574]	:	INFO	:	Epoch 1711 | loss: nan | val_loss: nan | Time: 6429.78 ms
[2022-03-22 18:37:04	                main:574]	:	INFO	:	Epoch 1712 | loss: nan | val_loss: nan | Time: 6960.99 ms
[2022-03-22 18:37:12	                main:574]	:	INFO	:	Epoch 1713 | loss: nan | val_loss: nan | Time: 7166.74 ms
[2022-03-22 18:37:18	                main:574]	:	INFO	:	Epoch 1714 | loss: nan | val_loss: nan | Time: 6232.68 ms
[2022-03-22 18:37:24	                main:574]	:	INFO	:	Epoch 1715 | loss: nan | val_loss: nan | Time: 6354.65 ms
[2022-03-22 18:37:30	                main:574]	:	INFO	:	Epoch 1716 | loss: nan | val_loss: nan | Time: 5903.32 ms
[2022-03-22 18:37:36	                main:574]	:	INFO	:	Epoch 1717 | loss: nan | val_loss: nan | Time: 5885.19 ms
[2022-03-22 18:37:45	                main:574]	:	INFO	:	Epoch 1718 | loss: nan | val_loss: nan | Time: 6211.92 ms
[2022-03-22 18:37:52	                main:574]	:	INFO	:	Epoch 1719 | loss: nan | val_loss: nan | Time: 6990.49 ms
[2022-03-22 18:37:59	                main:574]	:	INFO	:	Epoch 1720 | loss: nan | val_loss: nan | Time: 7016.39 ms
[2022-03-22 18:38:06	                main:574]	:	INFO	:	Epoch 1721 | loss: nan | val_loss: nan | Time: 6178.23 ms
[2022-03-22 18:38:12	                main:574]	:	INFO	:	Epoch 1722 | loss: nan | val_loss: nan | Time: 6120.09 ms
[2022-03-22 18:38:18	                main:574]	:	INFO	:	Epoch 1723 | loss: nan | val_loss: nan | Time: 5862.68 ms
[2022-03-22 18:38:24	                main:574]	:	INFO	:	Epoch 1724 | loss: nan | val_loss: nan | Time: 5881.56 ms
[2022-03-22 18:38:30	                main:574]	:	INFO	:	Epoch 1725 | loss: nan | val_loss: nan | Time: 5984.08 ms
[2022-03-22 18:38:36	                main:574]	:	INFO	:	Epoch 1726 | loss: nan | val_loss: nan | Time: 6101.96 ms
[2022-03-22 18:38:43	                main:574]	:	INFO	:	Epoch 1727 | loss: nan | val_loss: nan | Time: 6138.2 ms
[2022-03-22 18:38:49	                main:574]	:	INFO	:	Epoch 1728 | loss: nan | val_loss: nan | Time: 6109.02 ms
[2022-03-22 18:38:55	                main:574]	:	INFO	:	Epoch 1729 | loss: nan | val_loss: nan | Time: 5897.55 ms
[2022-03-22 18:39:01	                main:574]	:	INFO	:	Epoch 1730 | loss: nan | val_loss: nan | Time: 5989.29 ms
[2022-03-22 18:39:07	                main:574]	:	INFO	:	Epoch 1731 | loss: nan | val_loss: nan | Time: 5860.52 ms
[2022-03-22 18:39:13	                main:574]	:	INFO	:	Epoch 1732 | loss: nan | val_loss: nan | Time: 5904.38 ms
[2022-03-22 18:39:19	                main:574]	:	INFO	:	Epoch 1733 | loss: nan | val_loss: nan | Time: 5999.72 ms
[2022-03-22 18:39:25	                main:574]	:	INFO	:	Epoch 1734 | loss: nan | val_loss: nan | Time: 5945.87 ms
[2022-03-22 18:39:31	                main:574]	:	INFO	:	Epoch 1735 | loss: nan | val_loss: nan | Time: 5918.38 ms
[2022-03-22 18:39:37	                main:574]	:	INFO	:	Epoch 1736 | loss: nan | val_loss: nan | Time: 6109.37 ms
[2022-03-22 18:39:45	                main:574]	:	INFO	:	Epoch 1737 | loss: nan | val_loss: nan | Time: 7282.99 ms
[2022-03-22 18:39:51	                main:574]	:	INFO	:	Epoch 1738 | loss: nan | val_loss: nan | Time: 6019.97 ms
[2022-03-22 18:39:57	                main:574]	:	INFO	:	Epoch 1739 | loss: nan | val_loss: nan | Time: 5931.45 ms
[2022-03-22 18:40:03	                main:574]	:	INFO	:	Epoch 1740 | loss: nan | val_loss: nan | Time: 5842.23 ms
[2022-03-22 18:40:09	                main:574]	:	INFO	:	Epoch 1741 | loss: nan | val_loss: nan | Time: 5960.56 ms
[2022-03-22 18:40:15	                main:574]	:	INFO	:	Epoch 1742 | loss: nan | val_loss: nan | Time: 5982.42 ms
[2022-03-22 18:40:21	                main:574]	:	INFO	:	Epoch 1743 | loss: nan | val_loss: nan | Time: 6070.92 ms
[2022-03-22 18:40:27	                main:574]	:	INFO	:	Epoch 1744 | loss: nan | val_loss: nan | Time: 5831.74 ms
[2022-03-22 18:40:33	                main:574]	:	INFO	:	Epoch 1745 | loss: nan | val_loss: nan | Time: 6249.99 ms
[2022-03-22 18:40:39	                main:574]	:	INFO	:	Epoch 1746 | loss: nan | val_loss: nan | Time: 6196.72 ms
[2022-03-22 18:40:46	                main:574]	:	INFO	:	Epoch 1747 | loss: nan | val_loss: nan | Time: 6121.3 ms
[2022-03-22 18:40:51	                main:574]	:	INFO	:	Epoch 1748 | loss: nan | val_loss: nan | Time: 5862.67 ms
[2022-03-22 18:40:57	                main:574]	:	INFO	:	Epoch 1749 | loss: nan | val_loss: nan | Time: 5847.68 ms
[2022-03-22 18:41:03	                main:574]	:	INFO	:	Epoch 1750 | loss: nan | val_loss: nan | Time: 5902.56 ms
[2022-03-22 18:41:10	                main:574]	:	INFO	:	Epoch 1751 | loss: nan | val_loss: nan | Time: 6979 ms
[2022-03-22 18:41:17	                main:574]	:	INFO	:	Epoch 1752 | loss: nan | val_loss: nan | Time: 7096.75 ms
[2022-03-22 18:41:24	                main:574]	:	INFO	:	Epoch 1753 | loss: nan | val_loss: nan | Time: 6940.84 ms
[2022-03-22 18:41:31	                main:574]	:	INFO	:	Epoch 1754 | loss: nan | val_loss: nan | Time: 6008.28 ms
[2022-03-22 18:41:37	                main:574]	:	INFO	:	Epoch 1755 | loss: nan | val_loss: nan | Time: 5891.25 ms
[2022-03-22 18:41:43	                main:574]	:	INFO	:	Epoch 1756 | loss: nan | val_loss: nan | Time: 6273.63 ms
[2022-03-22 18:41:50	                main:574]	:	INFO	:	Epoch 1757 | loss: nan | val_loss: nan | Time: 7441.43 ms
[2022-03-22 18:41:57	                main:574]	:	INFO	:	Epoch 1758 | loss: nan | val_loss: nan | Time: 6611.05 ms
[2022-03-22 18:42:03	                main:574]	:	INFO	:	Epoch 1759 | loss: nan | val_loss: nan | Time: 6156.55 ms
[2022-03-22 18:42:09	                main:574]	:	INFO	:	Epoch 1760 | loss: nan | val_loss: nan | Time: 5986.82 ms
[2022-03-22 18:42:17	                main:574]	:	INFO	:	Epoch 1761 | loss: nan | val_loss: nan | Time: 7356.72 ms
[2022-03-22 18:42:24	                main:574]	:	INFO	:	Epoch 1762 | loss: nan | val_loss: nan | Time: 6725.47 ms
[2022-03-22 18:42:31	                main:574]	:	INFO	:	Epoch 1763 | loss: nan | val_loss: nan | Time: 6563.45 ms
[2022-03-22 18:42:37	                main:574]	:	INFO	:	Epoch 1764 | loss: nan | val_loss: nan | Time: 6469.04 ms
[2022-03-22 18:42:43	                main:574]	:	INFO	:	Epoch 1765 | loss: nan | val_loss: nan | Time: 6064.48 ms
[2022-03-22 18:42:50	                main:574]	:	INFO	:	Epoch 1766 | loss: nan | val_loss: nan | Time: 6195.15 ms
[2022-03-22 18:42:56	                main:574]	:	INFO	:	Epoch 1767 | loss: nan | val_loss: nan | Time: 6046.27 ms
[2022-03-22 18:43:03	                main:574]	:	INFO	:	Epoch 1768 | loss: nan | val_loss: nan | Time: 7170.65 ms
[2022-03-22 18:43:09	                main:574]	:	INFO	:	Epoch 1769 | loss: nan | val_loss: nan | Time: 6069.69 ms
[2022-03-22 18:43:15	                main:574]	:	INFO	:	Epoch 1770 | loss: nan | val_loss: nan | Time: 5860.16 ms
[2022-03-22 18:43:21	                main:574]	:	INFO	:	Epoch 1771 | loss: nan | val_loss: nan | Time: 5782.64 ms
[2022-03-22 18:43:27	                main:574]	:	INFO	:	Epoch 1772 | loss: nan | val_loss: nan | Time: 5831.6 ms
[2022-03-22 18:43:33	                main:574]	:	INFO	:	Epoch 1773 | loss: nan | val_loss: nan | Time: 5938.43 ms
[2022-03-22 18:43:39	                main:574]	:	INFO	:	Epoch 1774 | loss: nan | val_loss: nan | Time: 6000.43 ms
[2022-03-22 18:43:45	                main:574]	:	INFO	:	Epoch 1775 | loss: nan | val_loss: nan | Time: 5769.44 ms
[2022-03-22 18:43:51	                main:574]	:	INFO	:	Epoch 1776 | loss: nan | val_loss: nan | Time: 6187.26 ms
[2022-03-22 18:43:59	                main:574]	:	INFO	:	Epoch 1777 | loss: nan | val_loss: nan | Time: 7649.06 ms
[2022-03-22 18:44:05	                main:574]	:	INFO	:	Epoch 1778 | loss: nan | val_loss: nan | Time: 6155.87 ms
[2022-03-22 18:44:11	                main:574]	:	INFO	:	Epoch 1779 | loss: nan | val_loss: nan | Time: 6206.62 ms
[2022-03-22 18:44:17	                main:574]	:	INFO	:	Epoch 1780 | loss: nan | val_loss: nan | Time: 5817.49 ms
[2022-03-22 18:44:23	                main:574]	:	INFO	:	Epoch 1781 | loss: nan | val_loss: nan | Time: 6170.4 ms
[2022-03-22 18:44:29	                main:574]	:	INFO	:	Epoch 1782 | loss: nan | val_loss: nan | Time: 5687.47 ms
[2022-03-22 18:44:35	                main:574]	:	INFO	:	Epoch 1783 | loss: nan | val_loss: nan | Time: 5856.81 ms
[2022-03-22 18:44:42	                main:574]	:	INFO	:	Epoch 1784 | loss: nan | val_loss: nan | Time: 6444.25 ms
[2022-03-22 18:44:48	                main:574]	:	INFO	:	Epoch 1785 | loss: nan | val_loss: nan | Time: 6213.01 ms
[2022-03-22 18:44:54	                main:574]	:	INFO	:	Epoch 1786 | loss: nan | val_loss: nan | Time: 5851.28 ms
[2022-03-22 18:45:00	                main:574]	:	INFO	:	Epoch 1787 | loss: nan | val_loss: nan | Time: 5968.43 ms
[2022-03-22 18:45:06	                main:574]	:	INFO	:	Epoch 1788 | loss: nan | val_loss: nan | Time: 6103.59 ms
[2022-03-22 18:45:12	                main:574]	:	INFO	:	Epoch 1789 | loss: nan | val_loss: nan | Time: 6082.72 ms
[2022-03-22 18:45:18	                main:574]	:	INFO	:	Epoch 1790 | loss: nan | val_loss: nan | Time: 5901.84 ms
[2022-03-22 18:45:24	                main:574]	:	INFO	:	Epoch 1791 | loss: nan | val_loss: nan | Time: 5990.56 ms
[2022-03-22 18:45:30	                main:574]	:	INFO	:	Epoch 1792 | loss: nan | val_loss: nan | Time: 6078.27 ms
[2022-03-22 18:45:36	                main:574]	:	INFO	:	Epoch 1793 | loss: nan | val_loss: nan | Time: 5997.92 ms
[2022-03-22 18:45:43	                main:574]	:	INFO	:	Epoch 1794 | loss: nan | val_loss: nan | Time: 6132.64 ms
[2022-03-22 18:45:49	                main:574]	:	INFO	:	Epoch 1795 | loss: nan | val_loss: nan | Time: 5973.27 ms
[2022-03-22 18:45:55	                main:574]	:	INFO	:	Epoch 1796 | loss: nan | val_loss: nan | Time: 5925.09 ms
[2022-03-22 18:46:01	                main:574]	:	INFO	:	Epoch 1797 | loss: nan | val_loss: nan | Time: 6079.1 ms
[2022-03-22 18:46:07	                main:574]	:	INFO	:	Epoch 1798 | loss: nan | val_loss: nan | Time: 5939.92 ms
[2022-03-22 18:46:13	                main:574]	:	INFO	:	Epoch 1799 | loss: nan | val_loss: nan | Time: 5855.3 ms
[2022-03-22 18:46:19	                main:574]	:	INFO	:	Epoch 1800 | loss: nan | val_loss: nan | Time: 6238.8 ms
[2022-03-22 18:46:25	                main:574]	:	INFO	:	Epoch 1801 | loss: nan | val_loss: nan | Time: 5929.5 ms
[2022-03-22 18:46:31	                main:574]	:	INFO	:	Epoch 1802 | loss: nan | val_loss: nan | Time: 5996.73 ms
[2022-03-22 18:46:37	                main:574]	:	INFO	:	Epoch 1803 | loss: nan | val_loss: nan | Time: 5931.13 ms
[2022-03-22 18:46:43	                main:574]	:	INFO	:	Epoch 1804 | loss: nan | val_loss: nan | Time: 5869.34 ms
[2022-03-22 18:46:49	                main:574]	:	INFO	:	Epoch 1805 | loss: nan | val_loss: nan | Time: 5856.26 ms
[2022-03-22 18:46:55	                main:574]	:	INFO	:	Epoch 1806 | loss: nan | val_loss: nan | Time: 5883.84 ms
[2022-03-22 18:47:01	                main:574]	:	INFO	:	Epoch 1807 | loss: nan | val_loss: nan | Time: 5948.92 ms
[2022-03-22 18:47:07	                main:574]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 6000.7 ms
[2022-03-22 18:47:14	                main:574]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 6154.42 ms
[2022-03-22 18:47:20	                main:574]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 5924.35 ms
[2022-03-22 18:47:26	                main:574]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 6058.93 ms
[2022-03-22 18:47:32	                main:574]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 5872.7 ms
[2022-03-22 18:47:38	                main:574]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 6022.58 ms
[2022-03-22 18:47:44	                main:574]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 5931.73 ms
[2022-03-22 18:47:50	                main:574]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 6023.21 ms
[2022-03-22 18:47:56	                main:574]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 6236.95 ms
[2022-03-22 18:48:02	                main:574]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 6098.34 ms
[2022-03-22 18:48:08	                main:574]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 5848.06 ms
[2022-03-22 18:48:14	                main:574]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 5921.48 ms
[2022-03-22 18:48:20	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 5988.23 ms
[2022-03-22 18:48:26	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 5845.96 ms
[2022-03-22 18:48:32	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 5994.34 ms
[2022-03-22 18:48:38	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 5879.94 ms
[2022-03-22 18:48:45	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 6223.34 ms
[2022-03-22 18:48:52	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 7427.53 ms
[2022-03-22 18:48:58	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 5963.64 ms
[2022-03-22 18:49:04	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 5885.59 ms
[2022-03-22 18:49:10	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 5949.1 ms
[2022-03-22 18:49:16	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 5968.14 ms
[2022-03-22 18:49:22	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 5903.69 ms
[2022-03-22 18:49:28	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 5854.98 ms
[2022-03-22 18:49:34	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 6080.63 ms
[2022-03-22 18:49:40	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 6002.04 ms
[2022-03-22 18:49:47	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 5965.58 ms
[2022-03-22 18:49:53	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 5988.8 ms
[2022-03-22 18:49:59	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 5977.37 ms
[2022-03-22 18:50:05	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 6004.18 ms
[2022-03-22 18:50:11	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 5854.07 ms
[2022-03-22 18:50:17	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 6084.59 ms
[2022-03-22 18:50:23	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 6184.81 ms
[2022-03-22 18:50:30	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 7072.77 ms
[2022-03-22 18:50:36	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 5911.63 ms
[2022-03-22 18:50:42	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 5925.17 ms
[2022-03-22 18:50:48	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 6004.43 ms
[2022-03-22 18:50:55	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 6158.57 ms
[2022-03-22 18:51:01	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 5950.07 ms
[2022-03-22 18:51:07	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 5890.61 ms
[2022-03-22 18:51:13	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 5936.28 ms
[2022-03-22 18:51:19	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 6253.63 ms
[2022-03-22 18:51:25	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 5954.25 ms
[2022-03-22 18:51:31	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 5978.99 ms
[2022-03-22 18:51:37	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 5805.84 ms
[2022-03-22 18:51:43	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 5864.21 ms
[2022-03-22 18:51:49	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 6050.81 ms
[2022-03-22 18:51:56	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 6992.38 ms
[2022-03-22 18:52:03	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 7184.56 ms
[2022-03-22 18:52:10	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 6289.41 ms
[2022-03-22 18:52:17	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 7558.8 ms
[2022-03-22 18:52:23	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 6004.04 ms
[2022-03-22 18:52:29	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 5971.6 ms
[2022-03-22 18:52:35	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 5766.1 ms
[2022-03-22 18:52:41	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 5896.64 ms
[2022-03-22 18:52:47	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 5835.21 ms
[2022-03-22 18:52:53	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 5987.23 ms
[2022-03-22 18:52:59	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 5841.89 ms
[2022-03-22 18:53:05	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 6145.36 ms
[2022-03-22 18:53:11	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 6070.16 ms
[2022-03-22 18:53:18	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 6147.09 ms
[2022-03-22 18:53:24	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 5804.57 ms
[2022-03-22 18:53:30	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 5867.74 ms
[2022-03-22 18:53:36	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 5888.72 ms
[2022-03-22 18:53:42	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 5975.86 ms
[2022-03-22 18:53:48	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 6017.07 ms
[2022-03-22 18:53:54	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 6222.43 ms
[2022-03-22 18:54:02	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 7680.25 ms
[2022-03-22 18:54:08	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 5925.69 ms
[2022-03-22 18:54:14	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 5922.34 ms
[2022-03-22 18:54:20	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 6029.51 ms
[2022-03-22 18:54:26	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 5941.88 ms
[2022-03-22 18:54:32	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 6032.96 ms
[2022-03-22 18:54:38	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 5883.5 ms
[2022-03-22 18:54:44	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 5984.96 ms
[2022-03-22 18:54:50	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 5995.08 ms
[2022-03-22 18:54:56	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 5981.55 ms
[2022-03-22 18:55:02	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 5889.91 ms
[2022-03-22 18:55:08	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 6069.1 ms
[2022-03-22 18:55:14	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 5859.66 ms
[2022-03-22 18:55:20	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 5952.77 ms
[2022-03-22 18:55:26	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 6026.55 ms
[2022-03-22 18:55:33	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 6572.5 ms
[2022-03-22 18:55:39	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 5874.53 ms
[2022-03-22 18:55:45	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 5850.98 ms
[2022-03-22 18:55:51	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 5868.88 ms
[2022-03-22 18:55:57	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 6004.11 ms
[2022-03-22 18:56:03	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 6140.04 ms
[2022-03-22 18:56:09	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 5807.51 ms
[2022-03-22 18:56:15	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 5886.49 ms
[2022-03-22 18:56:21	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 6349.77 ms
[2022-03-22 18:56:28	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 6037.66 ms
[2022-03-22 18:56:34	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 5961.55 ms
[2022-03-22 18:56:40	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 5962.31 ms
[2022-03-22 18:56:45	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 5746.94 ms
[2022-03-22 18:56:52	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 6080.99 ms
[2022-03-22 18:56:58	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 6174.28 ms
[2022-03-22 18:57:04	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 5943.58 ms
[2022-03-22 18:57:10	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 6065.01 ms
[2022-03-22 18:57:16	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 6077.32 ms
[2022-03-22 18:57:22	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 5905.98 ms
[2022-03-22 18:57:28	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 5998.08 ms
[2022-03-22 18:57:34	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 6042.92 ms
[2022-03-22 18:57:41	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 6125.22 ms
[2022-03-22 18:57:47	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 6070.99 ms
[2022-03-22 18:57:53	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 5888.39 ms
[2022-03-22 18:57:59	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 6172.71 ms
[2022-03-22 18:58:05	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 5891.86 ms
[2022-03-22 18:58:11	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 6011.95 ms
[2022-03-22 18:58:17	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 5891.29 ms
[2022-03-22 18:58:23	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 5944.15 ms
[2022-03-22 18:58:29	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 5853.51 ms
[2022-03-22 18:58:35	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 5826.01 ms
[2022-03-22 18:58:41	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 5936.26 ms
[2022-03-22 18:58:47	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 6084.19 ms
[2022-03-22 18:58:53	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 5953.77 ms
[2022-03-22 18:58:59	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 6073.07 ms
[2022-03-22 18:59:05	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 6035.47 ms
[2022-03-22 18:59:11	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 5812.29 ms
[2022-03-22 18:59:17	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 5965.68 ms
[2022-03-22 18:59:23	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 6006.13 ms
[2022-03-22 18:59:30	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 6079.05 ms
[2022-03-22 18:59:36	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 6298.27 ms
[2022-03-22 18:59:42	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 5720.57 ms
[2022-03-22 18:59:48	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 5837.65 ms
[2022-03-22 18:59:54	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 5970.28 ms
[2022-03-22 19:00:00	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 5839.43 ms
[2022-03-22 19:00:06	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 6013.18 ms
[2022-03-22 19:00:12	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 6022.62 ms
[2022-03-22 19:00:18	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 5699.17 ms
[2022-03-22 19:00:24	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 6141.06 ms
[2022-03-22 19:00:30	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 6031.07 ms
[2022-03-22 19:00:36	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 5869.48 ms
[2022-03-22 19:00:42	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 5753.43 ms
[2022-03-22 19:00:48	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 5826.36 ms
[2022-03-22 19:00:54	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 6028.52 ms
[2022-03-22 19:01:00	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 5930.99 ms
[2022-03-22 19:01:06	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 6027.28 ms
[2022-03-22 19:01:12	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 6280.84 ms
[2022-03-22 19:01:18	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 6084.55 ms
[2022-03-22 19:01:24	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 5845.88 ms
[2022-03-22 19:01:30	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 5934.04 ms
[2022-03-22 19:01:36	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 6103.14 ms
[2022-03-22 19:01:43	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 6011.23 ms
[2022-03-22 19:01:49	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 5915.74 ms
[2022-03-22 19:01:55	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 5854.68 ms
[2022-03-22 19:02:01	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 6085.94 ms
[2022-03-22 19:02:08	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 7153.28 ms
[2022-03-22 19:02:16	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 8154.07 ms
[2022-03-22 19:02:22	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 6062.25 ms
[2022-03-22 19:02:28	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 5916.82 ms
[2022-03-22 19:02:34	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 6046.45 ms
[2022-03-22 19:02:40	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 5842.76 ms
[2022-03-22 19:02:46	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 5987.29 ms
[2022-03-22 19:02:52	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 5939.19 ms
[2022-03-22 19:02:59	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 6192.04 ms
[2022-03-22 19:03:05	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 5900.92 ms
[2022-03-22 19:03:11	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 5964.95 ms
[2022-03-22 19:03:17	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 5815.55 ms
[2022-03-22 19:03:22	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 5703.96 ms
[2022-03-22 19:03:28	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 5762.86 ms
[2022-03-22 19:03:34	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 6022.84 ms
[2022-03-22 19:03:40	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 5727.32 ms
[2022-03-22 19:03:46	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 5989.16 ms
[2022-03-22 19:03:52	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 6102.56 ms
[2022-03-22 19:03:58	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 5764.9 ms
[2022-03-22 19:04:04	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 5890.87 ms
[2022-03-22 19:04:10	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 5819.81 ms
[2022-03-22 19:04:16	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 5960.11 ms
[2022-03-22 19:04:22	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 5680.09 ms
[2022-03-22 19:04:28	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 5914.58 ms
[2022-03-22 19:04:34	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 5995.17 ms
[2022-03-22 19:04:40	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 5903.95 ms
[2022-03-22 19:04:46	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 5842.23 ms
[2022-03-22 19:04:52	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 5946.95 ms
[2022-03-22 19:04:58	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 6021.52 ms
[2022-03-22 19:05:04	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 6286.48 ms
[2022-03-22 19:05:10	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 5841.73 ms
[2022-03-22 19:05:16	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 5951.15 ms
[2022-03-22 19:05:23	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 6251.51 ms
[2022-03-22 19:05:29	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 5875.52 ms
[2022-03-22 19:05:35	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 5866.42 ms
[2022-03-22 19:05:41	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 5890.26 ms
[2022-03-22 19:05:46	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 5841.71 ms
[2022-03-22 19:05:52	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 5923.01 ms
[2022-03-22 19:05:59	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 6035.83 ms
[2022-03-22 19:06:05	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 5925.24 ms
[2022-03-22 19:06:11	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 6276.5 ms
[2022-03-22 19:06:17	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 6149.76 ms
[2022-03-22 19:06:23	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 5890.78 ms
[2022-03-22 19:06:29	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 5813.73 ms
[2022-03-22 19:06:35	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 5903.41 ms
[2022-03-22 19:06:41	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 6085.49 ms
[2022-03-22 19:06:47	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 6067.24 ms
[2022-03-22 19:06:53	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 5924.01 ms
[2022-03-22 19:07:00	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 6239.9 ms
[2022-03-22 19:07:06	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 5826.02 ms
[2022-03-22 19:07:11	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 5754.43 ms
[2022-03-22 19:07:17	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 5804.67 ms
[2022-03-22 19:07:23	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 5934.13 ms
[2022-03-22 19:07:29	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 5785.63 ms
[2022-03-22 19:07:35	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 5990.55 ms
[2022-03-22 19:07:41	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 6076.92 ms
[2022-03-22 19:07:48	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 5978.11 ms
[2022-03-22 19:07:54	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 5931.88 ms
[2022-03-22 19:08:00	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 5951.59 ms
[2022-03-22 19:08:06	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 5948.89 ms
[2022-03-22 19:08:12	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 5958.18 ms
[2022-03-22 19:08:18	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 6027.29 ms
[2022-03-22 19:08:24	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 5951.42 ms
[2022-03-22 19:08:30	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 5979.26 ms
[2022-03-22 19:08:36	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 6057.42 ms
[2022-03-22 19:08:42	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 5840.62 ms
[2022-03-22 19:08:48	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 6104.39 ms
[2022-03-22 19:08:54	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 5632.92 ms
[2022-03-22 19:09:00	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 5965.63 ms
[2022-03-22 19:09:06	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 5860.07 ms
[2022-03-22 19:09:12	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 5994.54 ms
[2022-03-22 19:09:18	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 6070.52 ms
[2022-03-22 19:09:24	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 6191.61 ms
[2022-03-22 19:09:30	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 5946.05 ms
[2022-03-22 19:09:36	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 5826.02 ms
[2022-03-22 19:09:42	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 5711.75 ms
[2022-03-22 19:09:48	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 5985.24 ms
[2022-03-22 19:09:54	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 5930.17 ms
[2022-03-22 19:10:00	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 5935.26 ms
[2022-03-22 19:10:06	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 5870.54 ms
[2022-03-22 19:10:12	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 6312.37 ms
[2022-03-22 19:10:20	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 7571.94 ms
[2022-03-22 19:10:26	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 5836.76 ms
[2022-03-22 19:10:32	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 5832.51 ms
[2022-03-22 19:10:38	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 6264.72 ms
[2022-03-22 19:10:44	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 6188.79 ms
[2022-03-22 19:10:50	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 5972.62 ms
[2022-03-22 19:10:56	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 5909.31 ms
[2022-03-22 19:11:03	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 6147.72 ms
[2022-03-22 19:11:10	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 6678.73 ms
[2022-03-22 19:11:17	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 7870.55 ms
[2022-03-22 19:11:23	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 5812.49 ms
[2022-03-22 19:11:29	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 5897.88 ms
[2022-03-22 19:11:35	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 6058.75 ms
[2022-03-22 19:11:36	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-03-22 19:11:36	                main:603]	:	INFO	:	Saving end state to config to file
[2022-03-22 19:11:36	                main:608]	:	INFO	:	Success, exiting..
19:11:36 (3624): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)