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NVlabs avatar

NVlabs/HALP

0
View on GitHub↗
70 stars·12 forks·Python·12 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.

Star history

Star history chart for nvlabs/halpStar history chart for nvlabs/halp

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with HALP

These projects share indexed features with HALP. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • arthurwalraven/cnnslthArthurWalraven avatar

    ArthurWalraven/cnnslth

    1View on GitHub↗

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

    Julia
    View on GitHub↗1
  • bernardo1998/fairgrapeBernardo1998 avatar

    Bernardo1998/FairGRAPE

    18View on GitHub↗

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

    Python
    View on GitHub↗18
  • boschresearch/sospboschresearch avatar

    boschresearch/sosp

    1View on GitHub↗

    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

    5View on GitHub↗

    This repository contains the official PyTorch implementation for the paper:

    View on GitHub↗5
Compare all 30 related projects→

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.

Which projects share features with nvlabs/halp?

Projects with overlapping indexed features 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:.