Oct 13, 2022 · We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming ...
We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming at maximizing ...
We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming at maximiz- ing ...
Oct 18, 2022 · We propose a latency-driven structured pruning algorithm that exploits hardware latency traits to yield direct inference speedups. • We orient ...
Nov 28, 2022 · We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming ...
Hardware-Aware Latency Pruning (HALP) is proposed that formulates structural pruning as a global resource allocation optimization problem, ...
This repository is the official PyTorch implementation of NeurIPS 2022 paper Structural Pruning via Latency-Saliency Knapsack. Useful links: project page ...
Apr 3, 2024 · We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming ...
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We propose Hardware-Aware Latency Pruning (HALP) that formulates structural pruning as a global resource allocation optimization problem, aiming at maximizing ...