Pruning methods for pytorch with an optimizer-like interface
☆15Apr 14, 2020Updated 5 years ago
Alternatives and similar repositories for torch-pruning
Users that are interested in torch-pruning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of a BinaryConnect network for cifar10☆11Nov 4, 2019Updated 6 years ago
- Part of paper: Massively Parallel Combinational Binary Neural Networks for Edge Processing☆12Jun 27, 2019Updated 6 years ago
- muSYCL, the SYCL musical!☆13Aug 25, 2024Updated last year
- Implementation of our ECCV '18 paper " Deep Expander Networks: Efficient Deep Networks from Graph Theory".☆43Jan 2, 2020Updated 6 years ago
- Classify modulation of signals☆16Jan 16, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Chisel Project for Integrating RTL code into SDAccel☆17Jan 12, 2018Updated 8 years ago
- Generate versal system design from ONNX model. AI engine kernels. Sub-microsecond speeds for autoencoders.☆17Dec 29, 2024Updated last year
- This repository contains the code for our recent paper `Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters'☆22Oct 12, 2018Updated 7 years ago
- ☆21Nov 18, 2022Updated 3 years ago
- Python code (packaged in Docker container) to run the experiments in "A Greedy Algorithm for Quantizing Neural Networks" by Eric Lybrand …☆20Jun 20, 2021Updated 4 years ago
- ☆13Nov 29, 2024Updated last year
- Pruning CNN using CNN with toy example☆23Jun 21, 2021Updated 4 years ago
- codes for ICML2021 paper iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients☆10May 27, 2021Updated 4 years ago
- Teaching a Convolutional Neural Network to recognize painting genre. Handcrafted dataset. Cool visualizations.☆10Dec 19, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- template for https://cnli.me☆10Feb 27, 2025Updated last year
- Code for the work in: https://www.nature.com/articles/s41534-020-00305-x Basically a generative neural network to tackle the classical ca…☆15Apr 17, 2025Updated 11 months ago
- IEEE Access: Low-Power and High-Speed Deep FPGA Inference Engines for Weed Classification at the Edge☆11Apr 17, 2019Updated 6 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- A 3-layer neural network with SGD and Adam optimizers built from scratch with numpy.☆22Jun 7, 2017Updated 8 years ago
- Implementation for the paper "Latent Weights Do Not Exist: Rethinking Binarized Neural Network Optimization"☆75Dec 8, 2019Updated 6 years ago
- Provides Spatial with front-end support from popular machine learning frameworks☆34Sep 30, 2019Updated 6 years ago
- All about acceleration and compression of Deep Neural Networks☆33Nov 5, 2019Updated 6 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- ☆35Sep 12, 2019Updated 6 years ago
- One-Pixel Shortcut: on the Learning Preference of Deep Neural Networks (ICLR 2023 Spotlight)☆14Sep 28, 2025Updated 6 months ago
- Train and deploy LUT-based neural networks on FPGAs☆111Jun 12, 2024Updated last year
- Official Repository for 'Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences' (CVPR 2024)☆16Mar 29, 2024Updated 2 years ago
- ☆30Mar 21, 2018Updated 8 years ago
- Efficient Neural Network Loss Landscape Generation☆10Apr 26, 2019Updated 6 years ago
- Notebooks for "Python for Signal Processing" book☆11May 11, 2015Updated 10 years ago
- Deep learning for named entity recognition on CoNLL-2003☆10Dec 23, 2016Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)☆138Mar 5, 2026Updated last month
- ☆22Sep 27, 2022Updated 3 years ago
- 能够比较方便进行迁移学习的MobileNetV3 Backbone复现☆16Jul 25, 2024Updated last year
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆167Jun 4, 2020Updated 5 years ago
- A regularly updated comparison of CNN architectures in terms of accuracy, operations and model size☆45Jan 23, 2019Updated 7 years ago
- Source code for ``Neural Networks with Few Multiplications'' published at ICLR 2016☆80Apr 28, 2016Updated 9 years ago
- Uart module written in chisel☆13Feb 19, 2016Updated 10 years ago