itay hubara's Projects
Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
:gem: A fast, open source text processor and publishing toolchain, written in Ruby, for converting AsciiDoc content to HTML 5, DocBook 5, and other formats.
:page_with_curl: Asciidoctor PDF: A native PDF converter for AsciiDoc based on Asciidoctor and Prawn, written entirely in Ruby.
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
Binarized Neural Network (BNN) for pytorch
BNN implementation in tensorflow
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
ConvNet training using pytorch
Speech Recognition using DeepSpeech2.
EVAR patients Early Discharge
Matlab code for Expectation Back-Propagation algorithm based on the NIPS 2014 paper "Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights"
A simple method to perform semi-supervised learning with limited data.
The source files for the tutorials on https://developer.habana.ai/
Low-precision matrix multiplication
A graphics backend for the browser (with a Torch7 client).
A guide for how to write a guide
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Reference implementations of inference benchmarks
Issues related to MLPerf™ Inference policies, including rules and suggested changes
Personal website
A Jekyll plugin to render a project's README as the site's index.
MLPerf™ logging library
SSD on Large images with a backbone of ResNet34 based on MLPerf-training singel-stage-detector repo
This is a collection of works on neural networks and neural accelerators.
Open source version of ArchGym project.