Skip to content

CUDNN_STAT​US_EXECUTI​ON_FAILED while using convolution2dLayer with 2D image sequence(SSCBT) #7

Description

@Shipley1105
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.

Activity

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

      Milestone

      No milestone

      Relationships

      None yet

      Development

      No branches or pull requests

      Issue actions