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    Total running time of the script: ( 0 minutes 16.541 seconds)

    -

    Estimated memory usage: 336 MB

    +plot filterbank csp vs csp

    Total running time of the script: ( 0 minutes 15.909 seconds)

    +

    Estimated memory usage: 373 MB

    @@ -882,8 +882,8 @@

    Load Best Model ParameterTotal running time of the script: ( 0 minutes 17.685 seconds)

    -

    Estimated memory usage: 196 MB

    +

    Total running time of the script: ( 0 minutes 16.409 seconds)

    +

    Estimated memory usage: 252 MB

    @@ -903,7 +905,7 @@

    Advanced MNE PipelineAdvanced MNE PipelineAdvanced MNE Pipeline @@ -967,7 +969,7 @@

    Numpy-based PipelineNumpy-based PipelineNumpy-based Pipeline @@ -1021,8 +1023,8 @@

    Combining Resultsplt.show() -Algorithm comparison

    Total running time of the script: ( 0 minutes 48.594 seconds)

    -

    Estimated memory usage: 321 MB

    +Algorithm comparison

    Total running time of the script: ( 0 minutes 45.729 seconds)

    +

    Estimated memory usage: 365 MB

    -plot select electrodes resample

    Total running time of the script: ( 0 minutes 48.947 seconds)

    -

    Estimated memory usage: 435 MB

    +plot select electrodes resample

    Total running time of the script: ( 0 minutes 46.328 seconds)

    +

    Estimated memory usage: 501 MB

    -Algorithm comparison

    Total running time of the script: ( 0 minutes 44.603 seconds)

    -

    Estimated memory usage: 268 MB

    +Algorithm comparison

    Total running time of the script: ( 0 minutes 42.594 seconds)

    +

    Estimated memory usage: 324 MB

    -Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 2 minutes 0.646 seconds)

    -

    Estimated memory usage: 12 MB

    +Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 1 minutes 58.757 seconds)

    +

    Estimated memory usage: 11 MB

    -Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 0 minutes 39.254 seconds)

    -

    Estimated memory usage: 196 MB

    +Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 0 minutes 38.549 seconds)

    +

    Estimated memory usage: 264 MB

    -Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 1 minutes 10.901 seconds)

    +Errorbar shows Mean-CI across permutations

    Total running time of the script: ( 1 minutes 8.588 seconds)

    Estimated memory usage: 9 MB

    -
    2024-07-04 17:27:54,567 INFO MainThread moabb.evaluations.base Processing dataset: Hinss2021
    +
    2024-07-05 10:38:36,381 INFO MainThread moabb.evaluations.base Processing dataset: Hinss2021
     
     Hinss2021-CrossSession:   0%|          | 0/1 [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
    @@ -799,138 +799,136 @@ 

    Run evaluation
    Averaging the session performance:
                          score      time
     pipeline
    -Cov+ElSel+TS+LDA  0.846403  1.841554
    -ElSel+Cov+TS+LDA  0.687131  0.425745
    -Xdawn+Cov+TS+LDA  0.724900  0.419176
    +Cov+ElSel+TS+LDA  0.846403  1.829310
    +ElSel+Cov+TS+LDA  0.687131  0.425413
    +Xdawn+Cov+TS+LDA  0.724900  0.382856
     

    @@ -998,8 +996,8 @@

    Key Observations:Total running time of the script: ( 0 minutes 21.882 seconds)

    -

    Estimated memory usage: 458 MB

    +

    Total running time of the script: ( 0 minutes 21.424 seconds)

    +

    Estimated memory usage: 459 MB

    -

    Total running time of the script: ( 0 minutes 28.199 seconds)

    -

    Estimated memory usage: 295 MB

    +

    Total running time of the script: ( 0 minutes 27.997 seconds)

    +

    Estimated memory usage: 274 MB

    -
    BNCI2014-001-WithinSession:   0%|          | 0/2 [00:00<?, ?it/s]/home/runner/work/moabb/moabb/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py:1061: InsecureRequestWarning: Unverified HTTPS request is being made to host 'lampx.tugraz.at'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html#ssl-warnings
    -  warnings.warn(
    -
    -
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    -
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    -100%|██████████████████████████████████████| 42.8M/42.8M [00:00<00:00, 149GB/s]
    -/home/runner/work/moabb/moabb/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py:1061: InsecureRequestWarning: Unverified HTTPS request is being made to host 'lampx.tugraz.at'. Adding certificate verification is strongly advised. See: https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html#ssl-warnings
    -  warnings.warn(
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    -
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    -
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    -100%|██████████████████████████████████████| 43.8M/43.8M [00:00<00:00, 123GB/s]
    -/home/runner/work/moabb/moabb/moabb/datasets/preprocessing.py:279: UserWarning: warnEpochs <Epochs |  24 events (all good), 2 – 6 s, baseline off, ~4.1 MB, data loaded,
    +
    BNCI2014-001-WithinSession:   0%|          | 0/2 [00:00<?, ?it/s]/home/runner/work/moabb/moabb/moabb/datasets/preprocessing.py:279: UserWarning: warnEpochs <Epochs |  24 events (all good), 2 – 6 s, baseline off, ~4.1 MB, data loaded,
      'left_hand': 12
      'right_hand': 12>
       warn(f"warnEpochs {epochs}")
    @@ -939,104 +839,110 @@ 

    Running the benchmarkRunning the benchmarkReferencesTotal running time of the script: ( 12 minutes 28.059 seconds)

    -

    Estimated memory usage: 4054 MB

    +

    Total running time of the script: ( 11 minutes 56.208 seconds)

    +

    Estimated memory usage: 4124 MB

    The deep learning architectures implemented in MOABB using Braindecode are:

    @@ -1496,8 +1496,8 @@

    ReferencesTotal running time of the script: ( 3 minutes 2.790 seconds)

    -

    Estimated memory usage: 801 MB

    +

    Total running time of the script: ( 2 minutes 57.646 seconds)

    +

    Estimated memory usage: 688 MB

    -

    Total running time of the script: ( 1 minutes 37.147 seconds)

    -

    Estimated memory usage: 166 MB

    +

    Total running time of the script: ( 1 minutes 35.750 seconds)

    +

    Estimated memory usage: 245 MB

    -plot cross session motor imagery

    Total running time of the script: ( 0 minutes 12.917 seconds)

    -

    Estimated memory usage: 276 MB

    +plot cross session motor imagery

    Total running time of the script: ( 0 minutes 12.174 seconds)

    +

    Estimated memory usage: 323 MB

    -dataset = Zhou2016, dataset = BNCI2014-001

    Total running time of the script: ( 0 minutes 20.551 seconds)

    -

    Estimated memory usage: 245 MB

    +dataset = Zhou2016, dataset = BNCI2014-001

    Total running time of the script: ( 0 minutes 19.101 seconds)

    +

    Estimated memory usage: 322 MB

    -plot cross subject ssvep

    Total running time of the script: ( 0 minutes 19.863 seconds)

    -

    Estimated memory usage: 15 MB

    +plot cross subject ssvep

    Total running time of the script: ( 0 minutes 18.534 seconds)

    +

    Estimated memory usage: 16 MB

    -
    Using array cache: 0.36 seconds
    -Using epochs cache: 0.54 seconds
    -Using raw cache: 0.80 seconds
    -Without cache: 2.37 seconds
    +
    Using array cache: 0.31 seconds
    +Using epochs cache: 0.51 seconds
    +Using raw cache: 0.78 seconds
    +Without cache: 2.32 seconds
     

    As you can see, using a raw cache is more than 5 times faster than @@ -979,8 +979,8 @@

    Cleanup

    -

    Total running time of the script: ( 0 minutes 18.221 seconds)

    -

    Estimated memory usage: 763 MB

    +

    Total running time of the script: ( 0 minutes 16.601 seconds)

    +

    Estimated memory usage: 806 MB

    -

    Total running time of the script: ( 0 minutes 35.518 seconds)

    -

    Estimated memory usage: 652 MB

    +

    Total running time of the script: ( 0 minutes 32.575 seconds)

    +

    Estimated memory usage: 801 MB

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