What's the shape of W of RNNs in cudnn?

I want to store it in a mxGPUArray,but I don’t now its shape.

The shape of W is [weightsSize / sizeof(float), 1, 1] where weightsSize is given by ‘cudnnGetRNNParamsSize’.

from the RNN_example.cu:

// -------------------------
   // Set up parameters
   // -------------------------
   // This needs to be done after the rnn descriptor is set as otherwise
   // we don't know how many parameters we have to allocate
   void *w;   
   void *dw;   

   cudnnFilterDescriptor_t wDesc, dwDesc;
   size_t weightsSize;
   cudnnErrCheck(cudnnGetRNNParamsSize(cudnnHandle, rnnDesc, xDesc[0], &weightsSize, CUDNN_DATA_FLOAT));
   int dimW[3];   
   dimW[0] =  weightsSize / sizeof(float);
   dimW[1] = 1;
   dimW[2] = 1;
   cudnnErrCheck(cudnnSetFilterNdDescriptor(wDesc, CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 3, dimW));   
   cudnnErrCheck(cudnnSetFilterNdDescriptor(dwDesc, CUDNN_DATA_FLOAT, CUDNN_TENSOR_NCHW, 3, dimW));   
   cudaErrCheck(cudaMalloc((void**)&w,  weightsSize));
   cudaErrCheck(cudaMalloc((void**)&dw, weightsSize));