The paper presents MACH, a compiler with a controller-worker virtual machine, a domain-specific language, an intermediate graph, and a memory manager that lowers dense NumPy programs to Cerebras WSE kernels.
Matrix-free finite volume kernels on a dataflow architecture
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A System Level Compiler for Massively-Parallel, Spatial, Dataflow Architectures
The paper presents MACH, a compiler with a controller-worker virtual machine, a domain-specific language, an intermediate graph, and a memory manager that lowers dense NumPy programs to Cerebras WSE kernels.