Spectral brings the paradigm of CPU programming over to HPC computing platforms: write once, recompile for different hardware. We develop SCALE, a toolkit comprising of a compiler, CUDA Language Extensions and open source libraries providing the "CUDA-X" APIs (e.g. cuBLAS, cuSOLVER, etc). It compiles a superset of CUDA to AMD and NVIDIA machine code, with no intrinsic overhead, allowing engineers and data scientists to choose the hardware platform best suited to their HPC/AI/ML needs.
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