YixuanSeanZhou / Quantized_Neural_NetsView external linksLinks
Code to implement the experiments in "Post-training Quantization for Neural Networks with Provable Guarantees" by Jinjie Zhang, Yixuan Zhou, and Rayan Saab (2022).
☆11Jun 2, 2023Updated 2 years ago
Alternatives and similar repositories for Quantized_Neural_Nets
Users that are interested in Quantized_Neural_Nets are comparing it to the libraries listed below
Sorting:
- Deeplearning4j Android Example repository☆11Feb 8, 2016Updated 10 years ago
- Pytorch implementation of our paper accepted by NeurIPS 2022 -- Learning Best Combination for Efficient N:M Sparsity☆22Jan 13, 2023Updated 3 years ago
- A 8-/16-/32-/64-bit floating point number family☆16Feb 4, 2022Updated 4 years ago
- [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework☆14Dec 16, 2020Updated 5 years ago
- C++ 11 minifloat type implementation☆14Aug 3, 2015Updated 10 years ago
- Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)☆17Sep 19, 2021Updated 4 years ago
- Training with Block Minifloat number representation☆18May 2, 2021Updated 4 years ago
- ☆19Oct 27, 2021Updated 4 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
- ☆21Nov 18, 2022Updated 3 years ago
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆23Feb 17, 2020Updated 5 years ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆93May 5, 2022Updated 3 years ago
- ☆28Oct 21, 2020Updated 5 years ago
- ☆57Dec 8, 2020Updated 5 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆68Nov 4, 2021Updated 4 years ago
- code for the paper "A Statistical Framework for Low-bitwidth Training of Deep Neural Networks"☆29Oct 31, 2020Updated 5 years ago
- Open Source Compiler Framework using ONNX as Frontend and IR☆33Aug 17, 2022Updated 3 years ago
- Post-training sparsity-aware quantization☆34Feb 26, 2023Updated 2 years ago
- Face Verification Example with Flower / Federated Learning☆12Apr 3, 2023Updated 2 years ago
- HPA2021 solution (3rd place)☆10Oct 13, 2021Updated 4 years ago
- Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. AAAI 2024☆11Jun 27, 2024Updated last year
- A Python implementation of the Hopfield network used to solve the traveling salesman problem☆10Apr 11, 2019Updated 6 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Training wide residual networks for deployment using a single bit for each weight - Official Code Repository for ICLR 2018 Published Pape…☆36May 27, 2020Updated 5 years ago
- ☆43Jan 30, 2024Updated 2 years ago
- A PyTorch Framework for Efficient Pruning and Quantization for specialized accelerators.☆37Dec 5, 2021Updated 4 years ago
- Fast Solution of Optimal Control Problems With L1 Cost☆10Aug 9, 2019Updated 6 years ago
- Python implementation of the Huffman Code compression algorithm.☆14Apr 18, 2013Updated 12 years ago
- ☆35Mar 4, 2020Updated 5 years ago
- Introduction to Gaussian Processes☆11Jan 13, 2024Updated 2 years ago
- RTL implementation of TFlite FPGA accelerator and RISC-V controller. 3D Object Detection based on LiDAR Point Clouds.☆15Mar 12, 2023Updated 2 years ago
- Sample implementation accompanying the NeurIPS 2019 paper 'Powerset Convolutional Neural Networks' by Chris Wendler, Dan Alistarh, and Ma…☆10Oct 26, 2020Updated 5 years ago
- [ICCV 2021] Official PyTorch implementation for Deep Relational Metric Learning.☆43Jan 11, 2022Updated 4 years ago
- Implementation of "NITI: Training Integer Neural Networks Using Integer-only Arithmetic" on arxiv☆90Jul 26, 2022Updated 3 years ago
- This repository hosts source code examples from the book Algorithms & Data Structures in Python, by Srinivasan Jagannathan and Nareg Sine…☆10May 5, 2015Updated 10 years ago
- Self-Distribution BNN☆10Mar 8, 2022Updated 3 years ago
- FRoundation: Are Foundation Models Ready for Face Recognition?☆12Jul 29, 2025Updated 6 months ago
- Build languages on Python.☆12May 2, 2021Updated 4 years ago
- A curated list for Efficient Large Language Models☆11Mar 25, 2024Updated last year