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NVlabs avatar

NVlabs/HALP

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70 stars·12 forks·Python·3 views

HALP

This repository is the official PyTorch implementation of NeurIPS 2022 paper Structural Pruning via Latency-Saliency Knapsack.

Features

  • Filter Pruning - Structural pruning using latency-saliency knapsack optimization.

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Open-source alternatives to HALP

Similar open-source projects, ranked by how many features they share with HALP.
  • arthurwalraven/cnnslthArthurWalraven avatar

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    This is the code used to produce the empyrical results reported in our paper.

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    This repo presents an official implementation of FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification

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  • boschresearch/sospboschresearch avatar

    boschresearch/sosp

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    Official PyTorch implementation of the paper "SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning"

    View on GitHub↗1
  • alii-ganjj/interpretationssteeredpruningAlii-Ganjj avatar

    Alii-Ganjj/InterpretationsSteeredPruning

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    This repository contains the official PyTorch implementation for the paper:

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Frequently asked questions

What does nvlabs/halp do?

This repository is the official PyTorch implementation of NeurIPS 2022 paper Structural Pruning via Latency-Saliency Knapsack.

What are the main features of nvlabs/halp?

The main features of nvlabs/halp are: Filter Pruning.

What are some open-source alternatives to nvlabs/halp?

Open-source alternatives to nvlabs/halp include: arthurwalraven/cnnslth — This is the code used to produce the empyrical results reported in our paper. bernardo1998/fairgrape — This repo presents an official implementation of FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute… boschresearch/sosp — Official PyTorch implementation of the paper "SOSP: Efficiently Capturing Global Correlations by Second-Order… dingxiaoh/resrep — State-of-the-art channel pruning (a.k.a. filter pruning)! This repo contains the code for ResRep: Lossless CNN Pruning… eric-mingjie/network-slimming — Network Slimming (Pytorch) (ICCV 2017). alii-ganjj/interpretationssteeredpruning — This repository contains the official PyTorch implementation for the paper:.