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    XEmcAAr;|ER__D1MT^)+pFDL+*rxp~O4CzQ zuc6@u#G?Q#Ep)mSbzbG<Rpq)#gv}nNx>5CR%uEvaluationplt.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
    +
    -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

    -

    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

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