A DSL-based code synthesizer, Morphling, claims 20x/19x/6x per-epoch speedups over PyG/DGL on CPUs/GPUs/distributed clusters and up to 15x lower memory.
Halide: A Language and Compiler for Optimizing Parallelism, Locality, and Recomputation in Image Processing Pipelines,
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Morphling: Fast, Fused, and Flexible GNN Training at Scale
A DSL-based code synthesizer, Morphling, claims 20x/19x/6x per-epoch speedups over PyG/DGL on CPUs/GPUs/distributed clusters and up to 15x lower memory.