MatthieuCourbariaux / deep-learning-multipliersLinks
Training deep neural networks with low precision multiplications
☆63Updated 9 years ago
Alternatives and similar repositories for deep-learning-multipliers
Users that are interested in deep-learning-multipliers are comparing it to the libraries listed below
Sorting:
- ☆47Updated 5 years ago
- Source code for ``Neural Networks with Few Multiplications'' published at ICLR 2016☆81Updated 9 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Updated 7 years ago
- Efficient forward propagation for BCNNs☆50Updated 7 years ago
- Quantize weights and activations in Recurrent Neural Networks.☆94Updated 6 years ago
- ☆23Updated 8 years ago
- Caffe implementation of accurate low-precision neural networks☆117Updated 6 years ago
- Implementation of Ternary Weight Networks In Caffe☆63Updated 8 years ago
- Implementation for Trained Ternary Network.☆107Updated 8 years ago
- Training neural networks with 8-bit computations☆28Updated 9 years ago
- LCNN: Lookup-based Convolutional Neural Network☆52Updated 7 years ago
- A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation☆56Updated 7 years ago
- SqueezeNet Generator☆31Updated 7 years ago
- ☆57Updated 7 years ago
- Binarized Neural Network TF training code + C matrix / eval library.☆101Updated 7 years ago
- Related Paper of Efficient Deep Neural Networks☆86Updated 3 years ago
- Flattened convolutional neural networks (1D convolution modules for Torch nn)☆61Updated 9 years ago
- Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets☆28Updated 9 years ago
- Ristretto: Caffe-based approximation of convolutional neural networks.☆30Updated 6 years ago
- Test winograd convolution written in TVM for CUDA and AMDGPU☆41Updated 6 years ago
- ☆28Updated 9 years ago
- This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…☆31Updated 5 years ago
- ☆30Updated 8 years ago
- Theano implementation of XNOR-Net☆23Updated 8 years ago
- Tools to convert Caffe models to neon's serialization format☆39Updated 2 years ago
- Just-in-time Dynamic Batching with MXNet Gluon.☆52Updated 5 years ago
- Efficient layer normalization GPU kernel for Tensorflow☆111Updated 8 years ago
- ☆62Updated 7 years ago
- TensorFlow util for building memory usage timeline from LOG_MEMORY messages☆64Updated 7 years ago
- Demos interesting image-in, image-out networks running on both NVIDIA and AMD GPUs, with NNVM☆49Updated 7 years ago