PyFAI is based on PyOpenCL for the OpenCL part hence the heterogeneous part.
There is a pyFAI-benchmark tool that measures the performance of
different devices and compares them to OpenMP implementation, but it is
limited to a limited subset of algorithms like element-wise and
CSR-based sparse matrix-dense vector multiplication.
It is available as debian packages.