CUDNN_STAT​US_EXECUTI​ON_FAILED while using convolution2dLayer with 2D image sequence(SSCBT)

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.

Answer 1

[Xie Shipley]

If there are someone can tell me can this Video Classification example in MATLAB doc run on GPU ?

[Xie Shipley]

I Fixed This