☆65Nov 4, 2019Updated 6 years ago
Alternatives and similar repositories for neural-networks-quantization-notes
Users that are interested in neural-networks-quantization-notes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Quantization of Convolutional Neural networks.☆250Aug 5, 2024Updated 2 years ago
- PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.☆263Oct 3, 2023Updated 3 years ago
- Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming☆97Jun 10, 2021Updated 5 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆170Dec 9, 2019Updated 6 years ago
- DNN quantization with outlier channel splitting (ICML'19)☆113Mar 21, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ECCV18] Constraint-Aware Deep Neural Network Compression☆12Sep 11, 2018Updated 8 years ago
- source code of the paper: Robust Quantization: One Model to Rule Them All☆42Mar 24, 2023Updated 3 years ago
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆247Aug 30, 2022Updated 4 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆335Jul 25, 2024Updated 2 years ago
- Code for our paper at ECCV 2020: Post-Training Piecewise Linear Quantization for Deep Neural Networks☆69Nov 4, 2021Updated 4 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Codes for Accepted Paper : "MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization" in NeurIPS 2019☆54May 8, 2020Updated 6 years ago
- convert pytorch trained yolo model to ncnn for Flexible deployment☆10Aug 30, 2018Updated 8 years ago
- Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. In ECCV 2…☆185Mar 28, 2021Updated 5 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.
- PyTorch implementation of Near-Lossless Post-Training Quantization of Deep Neural Networks via a Piecewise Linear Approximation☆23Feb 17, 2020Updated 6 years ago
- [ACL 2024] (Oral) LRQuant: Learnable and Robust Post-Training Quantization for Large Language Models☆12Apr 6, 2026Updated 6 months ago
- An Tensorflow.keras implementation of Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorizatio…☆10Dec 18, 2019Updated 6 years ago
- [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework☆282Dec 8, 2023Updated 2 years ago
- Learnable Embedding Space for Efficient Neural Architecture Compression☆29Apr 25, 2019Updated 7 years ago
- Proximal Mean-field for Neural Network Quantization☆21Apr 9, 2020Updated 6 years ago
- convert tensorflow mobilenet-v2 checkpoint to caffemodel☆30Jul 6, 2019Updated 7 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆147Nov 28, 2017Updated 8 years ago
- dabnn is an accelerated binary neural networks inference framework for mobile platform☆775Nov 12, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆11Oct 10, 2016Updated 10 years ago
- pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"☆131Jan 2, 2020Updated 6 years ago
- The code for Channel-Level Variable Quantization Network for Deep Image Compression (IJCAI 2020)☆30Jul 23, 2021Updated 5 years ago
- Reimplementation of DenseNet☆16Feb 9, 2018Updated 8 years ago
- Code for: "And the bit goes down: Revisiting the quantization of neural networks"☆630Nov 9, 2020Updated 5 years ago
- A Tensorflow implementation of "A Light CNN for Deep Face Representation with Noisy Labels"☆78Jan 9, 2018Updated 8 years ago
- Efficient GPU kernels for mixed-precision Vision Transformers in Triton☆18Sep 18, 2025Updated last year
- ☆10Feb 5, 2021Updated 5 years ago
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Small library for working with rotated rectangle shaped image regions.☆16Nov 7, 2017Updated 8 years ago
- The PyTorch implementation of Learned Step size Quantization (LSQ) in ICLR2020 (unofficial)☆138Nov 19, 2020Updated 5 years ago
- CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution☆17Jun 25, 2023Updated 3 years ago
- 中文的C++ Template的教学指南。与知名 书籍C++ Templates不同，该系列教程将C++ Templates作为一门图灵完备的语言来讲授，以求帮助读者对Meta-Programming融会贯通。(正在施工中)☆14Jul 13, 2016Updated 10 years ago
- ☆43Aug 9, 2019Updated 7 years ago
- Any-Precision Deep Neural Networks (AAAI 2021)☆63May 2, 2020Updated 6 years ago
- A package that enables the use of SIMD x86 instructions in the Lightweight Modular Staging Framework (LMS).☆41Apr 19, 2018Updated 8 years ago