Deep Dive into speedup_by_fusion in PyTorch Inductor
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A benchmark-driven analysis of PyTorch Inductor’s speedup_by_fusion config, its runtime logs, and why register spilling can reject fusions that still help.
Published:
A benchmark-driven analysis of PyTorch Inductor’s speedup_by_fusion config, its runtime logs, and why register spilling can reject fusions that still help.
Published:
详解 PyTorch Inductor 的 speedup_by_fusion 配置:开启方式、工作原理、benchmark 日志示例,以及 register spilling 带来的融合决策争议。
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A structured walkthrough of how PyTorch Inductor enumerates, scores, and greedily applies graph fusion candidates in fuse_nodes.
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系统梳理 PyTorch Inductor 如何在 fuse_nodes 中枚举候选对、执行打分排序,并以贪心策略推进图融合。