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CUDNN_STATUS_EXECUTION_FAILED while using convolution2dLayer with 2D image sequence(SSCBT) #7

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Shipley1105 opened this issue Oct 24, 2023 · 0 comments

Shipley1105 commented Oct 24, 2023

lgraph = [...
    sequenceInputLayer([64 5 1], "MinLength",4)
    % convolution2dLayer([3,3],1) % If include this conv2d layer cause
    % ERROR CUDNN_STATUS_EXECUTION_FAILED
    flattenLayer
    gruLayer(16)
    fullyConnectedLayer(16)
    fullyConnectedLayer(2)
    softmaxLayer
    classificationLayer
    ]

If include convolution2dLayer will throw ERROR:
Unexpected error calling cuDNN: CUDNN_STATUS_EXECUTION_FAILED

lgraph = [...
    sequenceInputLayer([64 5 1], "MinLength",4)
    sequenceFoldingLayer('Name','fold')
    convolution2dLayer([3,3],1)
    sequenceUnfoldingLayer('Name','unfold')
    flattenLayer
    gruLayer(16)
    fullyConnectedLayer(16)
    fullyConnectedLayer(2)
    softmaxLayer
    classificationLayer
    ]
lgraph = connectLayers(lgraph,'fold/miniBatchSize','unfold/miniBatchSize');

I try to add sequenceFoldingLayer and sequenceUnfoldingLayer, the ERROR still exists.
Any help is greatly appreciated.

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