Quantize weights and activations in Recurrent Neural Networks.
☆95Jul 27, 2018Updated 8 years ago
Alternatives and similar repositories for bit-rnn
Users that are interested in bit-rnn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning-Recurrent-Binary-Ternary-Weights☆13Dec 4, 2018Updated 7 years ago
- Quantized Neural Networks - networks trained for inference at arbitrary low precision.☆147Nov 28, 2017Updated 8 years ago
- Implementation for Trained Ternary Network.☆108Jan 13, 2017Updated 9 years ago
- Programming exercises for kids (no prior programming experience required)☆17Jul 13, 2024Updated 2 years ago
- ☆47Feb 4, 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.
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆311Nov 10, 2021Updated 4 years ago
- ☆17May 31, 2016Updated 10 years ago
- BinaryNets in TensorFlow with XNOR GEMM op☆155Aug 23, 2017Updated 9 years ago
- Low precision Torch nn library using uint8_t GEMM (experiment)☆19Mar 13, 2016Updated 10 years ago
- Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1☆1,068Nov 28, 2018Updated 7 years ago
- This is a deep learning framework for cnn which using xnor method to accelerate calculating convolution layer on cpu.☆87Jan 25, 2017Updated 9 years ago
- Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)☆74Jul 25, 2020Updated 6 years ago
- ☆15Sep 5, 2016Updated 10 years ago
- Implementation of NeurIPS 2019 paper "Normalization Helps Training of Quantized LSTM"☆31Jul 25, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code needed to reproduce results from my ICLR 2019 paper on fixed-point quantization of the backprop algorithm.☆10Jan 24, 2019Updated 7 years ago
- Caffe implementation of accurate low-precision neural networks☆120Oct 25, 2018Updated 7 years ago
- Code for a workshop hosted at the MLOps World Summit '22☆18Jun 14, 2022Updated 4 years ago
- Neural Network Models for Multi-label learning☆16Oct 13, 2020Updated 6 years ago
- ProxQuant: Quantized Neural Networks via Proximal Operators☆30Feb 19, 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 6 years ago
- Deeplearning4j Android Example repository☆10Feb 8, 2016Updated 10 years ago
- A machine learning library capable of training various deep neural networks (RNNs, LSTMs, DBNs, ect...) on a GPU. It makes use of auto-di…☆10Aug 28, 2018Updated 8 years ago
- The quantization of CNN/LSTM☆11Mar 26, 2017Updated 9 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.
- Caffe implementation for dynamic network surgery.☆190Aug 15, 2017Updated 9 years ago
- ☆59Dec 8, 2020Updated 5 years ago
- Multiobjective Optimization Training of PLDA for Speaker Verification☆10Jun 14, 2018Updated 8 years ago
- Ternary Weights and Activations☆26Jul 23, 2018Updated 8 years ago
- Training Deep Neural Networks with binary weights during propagations☆383Feb 15, 2016Updated 10 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆15Sep 21, 2018Updated 8 years ago
- Training deep neural networks with low precision multiplications☆64Jul 16, 2015Updated 11 years ago
- Recurrent neural network package for problems of time-series prediction and generation☆20May 11, 2017Updated 9 years ago
- Implementation of Ternary Weight Networks In Caffe☆62Nov 29, 2016Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code release for the paper "Calibrating Energy-based Generative Adversarial Networks"☆24Oct 31, 2017Updated 8 years ago
- A collection of TensorFlow (Tensorpack) implementations of recent deep learning approaches including pretrained models. (FlowNet 2, PWC, …☆81Aug 23, 2018Updated 8 years ago
- TargetProp for RNNs☆29Mar 22, 2019Updated 7 years ago
- ImageNet classification using binary Convolutional Neural Networks☆874Dec 5, 2017Updated 8 years ago
- Convolutional network training using Torch☆18Sep 18, 2016Updated 10 years ago
- Example for applying Gaussian and Laplace clipping on activations of CNN.☆34Jan 20, 2019Updated 7 years ago
- Recurrent Neural Networks With Limited Numerical Precision☆13May 25, 2017Updated 9 years ago