Linear Algebra Coming to Standard C++(“cache-based”) Representative system Code optimization strategy Hand-optimize key loops in assembly Fuse loops to amortize latency & maximize instruction-level parallelism Maximize data reuse & minimize (“cache-based”) Representative system Code optimization strategy Hand-optimize key loops in assembly Fuse loops to amortize latency & maximize instruction-level parallelism Maximize data reuse & minimize (“cache-based”) Representative system Code optimization strategy Hand-optimize key loops in assembly Fuse loops to amortize latency & maximize instruction-level parallelism Maximize data reuse & minimize0 码力 | 46 页 | 2.95 MB | 6 月前3- Data Is All You Need for Fusionconsumption pattern to automatically fuse computation. 46The Big Idea: Enrich function interfaces with data production and consumption pattern to automatically fuse computation. 47 Only function signatureThe Big Idea: Enrich function interfaces with data production and consumption pattern to automatically fuse computation. 48 Compute independent subsetsFern! 49Fern! 50 manya227 June 2024 Pipeline pipeline({ model complicated dependencies BLUR X BLUR Y INPUT Fuse TilesEnough to model complicated dependencies Overlapping Inputs BLUR X INPUT BLUR Y Fuse TilesEnough to model complicated dependencies Unfused0 码力 | 151 页 | 9.90 MB | 6 月前3
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