Parfor loop variable cannot be classified

Question

Quentin 2014-8-10

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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/147075-parfor-loop-variable-cannot-be-classified

编辑： Walter Roberson 2016-4-7

采纳的回答： Jill Reese

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Hi all,

I'm just not quite clear why this won't work, or what I can do to fix it.

I get the error

Error: File: LabTracker_Serial_Parralel.m Line: 105 Column: 5
The variable microMovie in a parfor cannot be classified.
See Parallel for Loops in MATLAB, "Overview".

But it would seem to me like each loop is independent of the others. So shouldn't parfor be suitable here?

Any thoughts? Thank you

Here is the code,

microMovie = zeros(NumberOfTargets * pointsToSave, 3, numFrames);
parfor i = 1: numFrames
     [sortedValues,sortIndex] = sort(ghostFrame(:),'descend');
      maxIndex = sortIndex(1:NumberOfFlies * pointsToSave);
      [rowsub, colsub] = ind2sub([size(ghostFrame,1) size(ghostFrame,2)], maxIndex);
      microMovie(:,1,i) = rowsub;
      microMovie(:,2,i) = colsub;
      microMovie(:,3,i) = movieFrame(maxIndex);
end
save('microMovie');

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Answer 1

Jill Reese 2014-8-11

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The parfor variable classificiation is getting confused by the type of indexing you are performing with the microMovie variable. You can work around this by creating a temporary variable.

parfor i = 1: numFrames
   [sortedValues,sortIndex] = sort(ghostFrame(:),'descend');
    maxIndex = sortIndex(1:NumberOfFlies * pointsToSave);
    [rowsub, colsub] = ind2sub([size(ghostFrame,1) size(ghostFrame,2)], maxIndex);
      % start of modified code
      temp = zeros(NumberOfTargets*pointsToSave,3);
      temp(:,1) = rowsub;
      temp(:,2) = colsub;
      temp(:,3) = movieFrame(maxIndex);
      microMovie(:,:,i) = temp;
  end

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Answer 2

Quentin 2014-8-11

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https://ww2.mathworks.cn/matlabcentral/answers/147075-parfor-loop-variable-cannot-be-classified#answer_148197

编辑：Walter Roberson 2016-4-7

在 MATLAB Online 中打开

Thanks so much Jill. After much tinkering that's actually the same conclusion that I came to. I find it surprising that such a simple work around works. Can I ask you for one more.

I am also trying to place some of these variables into a matrix but I get the same error.

For example,

parfor i = 1: numFrames
   [sortedValues,sortIndex] = sort(ghostFrame(:),'descend');
    maxIndex = sortIndex(1:NumberOfFlies * pointsToSave);
    [rowsub, colsub] = ind2sub([size(ghostFrame,1) size(ghostFrame,2)], maxIndex);
      % start of modified code
      temp = zeros(NumberOfTargets*pointsToSave,3);
      temp(:,1) = rowsub;
      temp(:,2) = colsub;
      temp(:,3) = movieFrame(maxIndex);
      microMovie(:,:,i) = temp;
          for j = 1:2
             some_variable(i,j) = some_math
          end
    end

Here, I get the error for some_variable. Again this seems to me like it "should" work, since each look is independent. Is there a work around for this? Is there something that I am missing?

Thank you again Jill,

Quentin

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Khalid 2016-4-7

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Old thread, I know, but thought I'd do what I could to answer your second question, as I found Jill's answer to the first question very helpful.

I can't reproduce your second problem; please see your code below with some random initialization of the variables... it runs without error in 8.6.0.267246 (R2015b):

 ghostFrame = rand(1000,1);
 numFrames = 3;
 NumberOfFlies = 10;
 pointsToSave = 5;
 NumberOfTargets = 10;
 microMovie = zeros(NumberOfTargets * pointsToSave, 3, numFrames);
 movieFrame = rand(10*NumberOfTargets * pointsToSave);
 parfor i = 1:numFrames
    [sortedValues,sortIndex] = sort(ghostFrame(:),'descend');
    maxIndex = sortIndex(1:NumberOfFlies * pointsToSave);
    [rowsub, colsub] = ind2sub([size(ghostFrame,1)...
                           size(ghostFrame,2)], maxIndex);
    % start of modified code
    temp = zeros(NumberOfTargets*pointsToSave,3);
    temp(:,1) = rowsub;
    temp(:,2) = colsub;
    temp(:,3) = movieFrame(maxIndex);
    microMovie(:,:,i) = temp;
    for j = 1:2
        some_variable(i,j) = 2*pi;
    end
end