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b/docs/_images/sphx_glr_plot_within_session_ssvep_002.png index f7cc51ec..5953970e 100644 Binary files a/docs/_images/sphx_glr_plot_within_session_ssvep_002.png and b/docs/_images/sphx_glr_plot_within_session_ssvep_002.png differ diff --git a/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html b/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html index 6760b0ae..7412e7b7 100644 --- a/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html +++ b/docs/auto_examples/advanced_examples/plot_filterbank_csp_vs_csp.html @@ -781,7 +781,7 @@

Evaluationplt.show() -plot filterbank csp vs csp

Total running time of the script: ( 0 minutes 13.411 seconds)

-

Estimated memory usage: 432 MB

+plot filterbank csp vs csp

Total running time of the script: ( 0 minutes 12.954 seconds)

+

Estimated memory usage: 413 MB

@@ -837,8 +837,8 @@

Load Best Model ParameterTotal running time of the script: ( 0 minutes 13.047 seconds)

-

Estimated memory usage: 313 MB

+

Total running time of the script: ( 0 minutes 13.069 seconds)

+

Estimated memory usage: 276 MB

 @@ -862,7 +858,7 @@

Advanced MNE PipelineAdvanced MNE PipelineAdvanced MNE Pipeline @@ -926,7 +922,7 @@

Numpy-based PipelineNumpy-based PipelineNumpy-based Pipeline @@ -980,8 +976,8 @@

Combining Resultsplt.show() -Algorithm comparison

Total running time of the script: ( 0 minutes 47.717 seconds)

-

Estimated memory usage: 328 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 47.392 seconds)

+

Estimated memory usage: 322 MB

-plot select electrodes resample

Total running time of the script: ( 0 minutes 40.838 seconds)

-

Estimated memory usage: 473 MB

+plot select electrodes resample

Total running time of the script: ( 0 minutes 40.763 seconds)

+

Estimated memory usage: 421 MB

-Algorithm comparison

Total running time of the script: ( 0 minutes 42.782 seconds)

-

Estimated memory usage: 365 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 40.294 seconds)

+

Estimated memory usage: 328 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 58.627 seconds)

-

Estimated memory usage: 14 MB

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 57.892 seconds)

+

Estimated memory usage: 17 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 0 minutes 36.107 seconds)

-

Estimated memory usage: 301 MB

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 0 minutes 35.638 seconds)

+

Estimated memory usage: 264 MB

-Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 8.352 seconds)

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 7.099 seconds)

Estimated memory usage: 11 MB

-
2024-04-04 11:49:54,537 INFO MainThread moabb.evaluations.base Processing dataset: Zhou2016
+
2024-04-10 16:12:14,034 INFO MainThread moabb.evaluations.base Processing dataset: Zhou2016
 
 Zhou2016-WithinSession:   0%|          | 0/4 [00:00<?, ?it/s]MNE_DATA is not already configured. It will be set to default location in the home directory - /home/runner/mne_data
 All datasets will be downloaded to this location, if anything is already downloaded, please move manually to this location
@@ -735,108 +735,110 @@ 
Running the benchmarkRunning the benchmarkRunning the benchmarkRunning the benchmarkRunning the benchmarkRunning the benchmarkplt.show()
 

 

-Scores per dataset and algorithm
2024-04-04 11:50:22,996 WARNING MainThread moabb.analysis.plotting Dataset names are too similar, turning off name shortening
+Scores per dataset and algorithm
2024-04-10 16:12:42,689 WARNING MainThread moabb.analysis.plotting Dataset names are too similar, turning off name shortening
 /home/runner/work/moabb/moabb/moabb/analysis/plotting.py:70: UserWarning: The palette list has more values (6) than needed (2), which may not be intended.
   sea.stripplot(
 

 

-
Total running time of the script: ( 0 minutes  29.438 seconds)

-
Estimated memory usage:  323 MB

+
Total running time of the script: ( 0 minutes  29.615 seconds)

+
Estimated memory usage:  326 MB

 
 
The deep learning architectures implemented in MOABB are:
@@ -1062,8 +1054,8 @@ 
ReferencesTotal running time of the script: ( 9 minutes  22.796 seconds)

-
Estimated memory usage:  803 MB

+
Total running time of the script: ( 9 minutes  21.415 seconds)

+
Estimated memory usage:  870 MB

 
 
The deep learning architectures implemented in MOABB using Braindecode are:

@@ -1473,8 +1467,8 @@ 
ReferencesTotal running time of the script: ( 3 minutes  27.112 seconds)

-
Estimated memory usage:  612 MB

+
Total running time of the script: ( 3 minutes  21.914 seconds)

+
Estimated memory usage:  575 MB

 
-
Total running time of the script: ( 1 minutes  33.732 seconds)

-
Estimated memory usage:  175 MB

+
Total running time of the script: ( 1 minutes  33.737 seconds)

+
Estimated memory usage:  218 MB

 

 

-dataset = Zhou2016, dataset = BNCI2014-001
Total running time of the script: ( 0 minutes  15.788 seconds)

-
Estimated memory usage:  358 MB

+dataset = Zhou2016, dataset = BNCI2014-001
Total running time of the script: ( 0 minutes  15.109 seconds)

+
Estimated memory usage:  326 MB
-plot cross subject ssvep

Total running time of the script: ( 0 minutes 16.509 seconds)

-

Estimated memory usage: 21 MB

+plot cross subject ssvep

Total running time of the script: ( 0 minutes 20.128 seconds)

+

Estimated memory usage: 24 MB

-
Using array cache: 0.33 seconds
-Using epochs cache: 0.46 seconds
-Using raw cache: 0.76 seconds
-Without cache: 2.32 seconds
+
Using array cache: 0.30 seconds
+Using epochs cache: 0.44 seconds
+Using raw cache: 0.72 seconds
+Without cache: 2.35 seconds
 

 

 
As you can see, using a raw cache is more than 5 times faster than
@@ -934,8 +934,8 @@ 
Cleanup
shutil.rmtree(temp_dir)
-

Total running time of the script: ( 0 minutes 27.148 seconds)

-

Estimated memory usage: 301 MB

+

Total running time of the script: ( 0 minutes 26.579 seconds)

+

Estimated memory usage: 329 MB

-

Total running time of the script: ( 0 minutes 22.974 seconds)

-

Estimated memory usage: 851 MB

+

Total running time of the script: ( 0 minutes 21.310 seconds)

+

Estimated memory usage: 754 MB