Quantized Neural Networks - networks trained for inference at arbitrary low precision.
☆147Nov 28, 2017Updated 8 years ago
Alternatives and similar repositories for QuantizedNeuralNetworks-Keras-Tensorflow
Users that are interested in QuantizedNeuralNetworks-Keras-Tensorflow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Quantize weights and activations in Recurrent Neural Networks.☆95Jul 27, 2018Updated 7 years ago
- QKeras: a quantization deep learning library for Tensorflow Keras☆584Feb 23, 2026Updated 5 months ago
- Implementation for Trained Ternary Network.☆108Jan 13, 2017Updated 9 years ago
- An efficient framework for convolutional neural networks☆277Aug 30, 2023Updated 2 years ago
- Reducing the size of convolutional neural networks☆114Nov 28, 2017Updated 8 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.
- LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks☆245Aug 30, 2022Updated 3 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Aug 4, 2017Updated 8 years ago
- Contains code for Binary, Ternary, N-bit Quantized and Hybrid CNNs for low precision experiments.☆27Oct 30, 2018Updated 7 years ago
- Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"☆336Jul 25, 2024Updated last year
- BinaryNets in TensorFlow with XNOR GEMM op☆155Aug 23, 2017Updated 8 years ago
- Codes for Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?☆31Oct 7, 2019Updated 6 years ago
- Tensorflow quantization (float32-->int8) inference test☆75Aug 9, 2018Updated 7 years ago
- Awesome Quantization Paper lists with Codes☆10Feb 24, 2021Updated 5 years ago
- ☆62Mar 15, 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 regularly updated comparison of CNN architectures in terms of accuracy, operations and model size☆45Jan 23, 2019Updated 7 years ago
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 9 years ago
- Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow☆170Dec 9, 2019Updated 6 years ago
- Caffe implementation of accurate low-precision neural networks☆120Oct 25, 2018Updated 7 years ago
- Keras implementations of BinaryNet and XNORNet☆56Nov 20, 2017Updated 8 years ago
- Training neural networks with 8-bit computations☆28Apr 11, 2016Updated 10 years ago
- Tenary Weight Network implement using tensorflow☆11Nov 22, 2021Updated 4 years ago
- ☆65Nov 4, 2019Updated 6 years ago
- ☆213Nov 23, 2018Updated 7 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.
- Implementation of Ternary Weight Networks In Caffe☆62Nov 29, 2016Updated 9 years ago
- Implementation of the most important parts of the Lottery Ticket Hypothesis Paper☆12Jul 2, 2018Updated 8 years ago
- All about acceleration and compression of Deep Neural Networks☆33Nov 5, 2019Updated 6 years ago
- Caffe Implementation for Incremental network quantization☆190Jul 29, 2018Updated 7 years ago
- Experiments and tool-chains build upon TensorFlow and its quantization tools☆14May 5, 2017Updated 9 years ago
- The official implementation of "NAS-BNN: Neural Architecture Search for Binary Neural Networks"☆14Aug 30, 2024Updated last year
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,909Mar 31, 2023Updated 3 years ago
- Model Compression CLI Tool for Keras.☆156May 9, 2019Updated 7 years ago
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,104Mar 30, 2026Updated 3 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- experimental quantized net implementation in chainer☆11Oct 1, 2016Updated 9 years ago
- training ternary neural networks☆15Apr 18, 2017Updated 9 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆1,068Nov 28, 2018Updated 7 years ago
- Local Binary Convolutional Neural Networks☆11Mar 23, 2017Updated 9 years ago
- Ternay-Weights-Network/Pytorch☆39May 2, 2018Updated 8 years ago
- Pruning methods for pytorch with an optimizer-like interface☆15Apr 14, 2020Updated 6 years ago
- ☆22Jun 22, 2016Updated 10 years ago