Converts a dense tensor into a sparse tensor.

Only elements not equal to zero will be present in the result. The resulting SparseTensor has the same dtype and shape as the input.

tensor A dense Tensor to be converted to a SparseTensor.
name Optional name for the op.

The SparseTensor.