An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
☆31Nov 17, 2019Updated 6 years ago
Alternatives and similar repositories for pytorch-quantity
Users that are interested in pytorch-quantity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Jul 17, 2026Updated 3 months ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Jun 22, 2022Updated 4 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆131Jan 2, 2020Updated 6 years ago
- ☆10Dec 25, 2019Updated 6 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch code for full quantization of DNN using BCGD☆14Jul 24, 2019Updated 7 years ago
- Implementation of a Quantized Transformer Model☆20Mar 20, 2019Updated 7 years ago
- ☆25Dec 26, 2019Updated 6 years ago
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆23Feb 17, 2020Updated 6 years ago
- The solution of the third prize of FPGA track in 2020 Low-Power Computer Vision Challenge☆10Aug 20, 2020Updated 6 years ago
- Dynamic Network Surgery and Incremental Network Quantisation Keras Implementations☆12Feb 24, 2018Updated 8 years ago
- Pytorch implementation of TRP☆44Sep 10, 2020Updated 6 years ago
- Pytorch implementation of TPAMI 2022 -- 1xN Pattern for Pruning Convolutional Neural Networks☆42Sep 14, 2022Updated 4 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2021] "The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models" Tianlong Chen, Jon…☆69Dec 17, 2022Updated 3 years ago
- Implement Towards Effective Low-bitwidth Convolutional Neural Networks☆41Sep 17, 2018Updated 8 years ago
- ☆10May 9, 2019Updated 7 years ago
- convert pytorch model to ncnn☆13Dec 5, 2018Updated 7 years ago
- Pytorch implementation of our paper accepted by TPAMI 2023 — Lottery Jackpots Exist in Pre-trained Models☆35Jun 19, 2023Updated 3 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Apr 25, 2019Updated 7 years ago
- Artifact for IPDPS'21: DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions.☆13Apr 6, 2021Updated 5 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆69Nov 4, 2021Updated 4 years ago
- Train the C3D network with my own data set. Video or gif can be supported as a training file. Video streams or image frames can be used a…☆15Aug 23, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Face Liveness Detection 静默型的人脸活体检测项目☆15Apr 2, 2019Updated 7 years ago
- This project is for tracking and counting people in real-time using a video feed. It detects people and keeps a count, saving the total …☆20Aug 16, 2025Updated last year
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 6 years ago
- Caffe源码分析☆10Sep 17, 2018Updated 8 years ago
- Update: we've moved our code to a new place! This fork is to maintain page references. New repo:☆10Aug 21, 2019Updated 7 years ago
- Deep Neural Network Compression based on Student-Teacher Network☆14Jul 6, 2023Updated 3 years ago
- In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks☆13Apr 12, 2020Updated 6 years ago
- ☆10Apr 8, 2021Updated 5 years ago
- Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.☆27Oct 30, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Unified, Systematic Framework of Structured Weight Pruning for DNNs☆22Aug 3, 2018Updated 8 years ago
- Pytorch implementation of our paper accepted by ICML 2023 -- "Bi-directional Masks for Efficient N:M Sparse Training"☆14Jun 7, 2023Updated 3 years ago
- 3d human pose reconstruction through 2d photo; human pose estimate; human body animation☆10Dec 26, 2018Updated 7 years ago
- voc2007的多标签分类☆18Nov 13, 2020Updated 5 years ago
- ☆10Dec 15, 2018Updated 7 years ago
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- DL quantization for pytorch☆26Mar 30, 2019Updated 7 years ago