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@@ -781,7 +781,7 @@

Evaluationplt.show() -plot filterbank csp vs csp

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

-

Estimated memory usage: 413 MB

+plot filterbank csp vs csp

Total running time of the script: ( 0 minutes 13.162 seconds)

+

Estimated memory usage: 301 MB

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

Load Best Model ParameterTotal running time of the script: ( 0 minutes 13.069 seconds)

-

Estimated memory usage: 276 MB

+

Total running time of the script: ( 0 minutes 12.800 seconds)

+

Estimated memory usage: 200 MB

@@ -858,7 +860,7 @@

Advanced MNE PipelineAdvanced MNE PipelineAdvanced MNE Pipeline @@ -922,7 +924,7 @@

Numpy-based PipelineNumpy-based PipelineNumpy-based Pipeline @@ -976,8 +978,8 @@

Combining Resultsplt.show() -Algorithm comparison

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

-

Estimated memory usage: 322 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 47.298 seconds)

+

Estimated memory usage: 280 MB

-plot select electrodes resample

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

-

Estimated memory usage: 421 MB

+plot select electrodes resample

Total running time of the script: ( 0 minutes 39.602 seconds)

+

Estimated memory usage: 399 MB

-Algorithm comparison

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

-

Estimated memory usage: 328 MB

+Algorithm comparison

Total running time of the script: ( 0 minutes 38.883 seconds)

+

Estimated memory usage: 258 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: ( 1 minutes 57.314 seconds)

+

Estimated memory usage: 12 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: ( 0 minutes 35.008 seconds)

+

Estimated memory usage: 200 MB

-Errorbar shows Mean-CI across permutations

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

-

Estimated memory usage: 11 MB

+Errorbar shows Mean-CI across permutations

Total running time of the script: ( 1 minutes 6.927 seconds)

+

Estimated memory usage: 12 MB

-
2024-04-10 16:12:14,034 INFO MainThread moabb.evaluations.base Processing dataset: Zhou2016
+
-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
+Scores per dataset and algorithm
2024-04-11 10:29:00,522 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 29.615 seconds)

-

Estimated memory usage: 326 MB

+

Total running time of the script: ( 0 minutes 27.878 seconds)

+

Estimated memory usage: 325 MB

-dataset = Zhou2016, dataset = BNCI2014-001

Total running time of the script: ( 0 minutes 15.109 seconds)

-

Estimated memory usage: 326 MB

+dataset = Zhou2016, dataset = BNCI2014-001

Total running time of the script: ( 0 minutes 15.229 seconds)

+

Estimated memory usage: 249 MB

-plot cross subject ssvep

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

-

Estimated memory usage: 24 MB

+plot cross subject ssvep

Total running time of the script: ( 0 minutes 19.783 seconds)

+

Estimated memory usage: 21 MB

-
Using array cache: 0.30 seconds
-Using epochs cache: 0.44 seconds
-Using raw cache: 0.72 seconds
-Without cache: 2.35 seconds
+
Using array cache: 0.35 seconds
+Using epochs cache: 0.47 seconds
+Using raw cache: 0.75 seconds
+Without cache: 2.32 seconds
 

As you can see, using a raw cache is more than 5 times faster than @@ -934,8 +934,8 @@

Cleanup

-

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

-

Estimated memory usage: 329 MB

+

Total running time of the script: ( 0 minutes 26.975 seconds)

+

Estimated memory usage: 295 MB

-

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

-

Estimated memory usage: 754 MB

+

Total running time of the script: ( 0 minutes 22.543 seconds)

+

Estimated memory usage: 695 MB