Captum v0.3.1 ships fused DeepLIFT with ~7x speedup for same-size models

jmschreiber91 · x · 2026-10-26

Developer jmschreiber91 announced that a fused Cherimoya DeepLIFT implementation has been merged and released in Captum v0.3.1, delivering roughly 7x faster DeepLIFT for models of the same size (e.g. default 128 filters). This had been a major bottleneck even for lightweight models. The optimization came from a PR by @eugmattei.

Related event: proto-tools open-sources CATv1; fused DeepLIFT lands in Captum with 7x speedup(3 posts)→

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