Bound CUDA texture reads zero

I try to read values from a texture and write them back to global memory. I am sure the writing part works, beause I can put constant values in the kernel and I can see them in the output:

__global__ void
bartureKernel( float* g_odata, int width, int height) 
{
    unsigned int x = blockIdx.x*blockDim.x + threadIdx.x;
    unsigned int y = blockIdx.y*blockDim.y + threadIdx.y;

    if(x < width && y < height) {
            unsigned int idx = (y*width + x);
            g_odata[idx] = tex2D(texGrad, (float)x, (float)y).x;

    }
}

The texture I want to use is a 2D float texture with two channels, so I defined it as:

texture<float2, 2, cudaReadModeElementType> texGrad;

And the code which calls the kernel initializes the texture with some constant non-zero values:

float* d_data_grad = NULL;

cudaMalloc((void**) &d_data_grad, gradientSize * sizeof(float));
CHECK_CUDA_ERROR;

texGrad.addressMode[0] = cudaAddressModeClamp;
texGrad.addressMode[1] = cudaAddressModeClamp;
texGrad.filterMode = cudaFilterModeLinear;
texGrad.normalized = false;

cudaMemset(d_data_grad, 50, gradientSize * sizeof(float));
CHECK_CUDA_ERROR;

cudaBindTexture(NULL, texGrad, d_data_grad, cudaCreateChannelDesc<float2>(), gradientSize * sizeof(float));

float* d_data_barture = NULL;
cudaMalloc((void**) &d_data_barture, outputSize * sizeof(float));
CHECK_CUDA_ERROR;

dim3 dimBlock(8, 8, 1);
dim3 dimGrid( ((width-1) / dimBlock.x)+1, ((height-1) / dimBlock.y)+1, 1);

bartureKernel<<< dimGrid, dimBlock, 0 >>>( d_data_barture, width, height);

I know, setting the texture bytes to all "50" doesn't make much sense in the context of floats, but it should at least give me some non-zero values to read.

I can only read zeros though...

You are using cudaBindTexture to bind your texture to the memory allocated by cudaMalloc. In the kernel you are using tex2D function to read values from the texture. That is why it is reading zeros.

If you bind texture to linear memory using cudaBindTexture, it is read using tex1Dfetch inside the kernel.

tex2D is used to read only from those textures which are bound to pitch linear memory ( which is allocated by cudaMallocPitch ) using the function cudaBindTexture2D, or those textures which are bound to cudaArray using the function cudaBindTextureToArray

Here is the basic table, rest you can read from the programming guide: