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acceleratedsparseneuraltraining

Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

asciidoctor

: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.

asciidoctor-pdf

:page_with_curl: Asciidoctor PDF: A native PDF converter for AsciiDoc based on Asciidoctor and Prawn, written entirely in Ruby.

batched-bandit

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

binarynet.tf

BNN implementation in tensorflow

calibtip

Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming

convnet.pytorch

ConvNet training using pytorch

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

ebp_matlab_code

evar-ed

EVAR patients Early Discharge

expectation-back-propagation

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"

fixmatch

A simple method to perform semi-supervised learning with limited data.

gaudi-tutorials

The source files for the tutorials on https://developer.habana.ai/

gemmlowp

Low-precision matrix multiplication

gfx.js

A graphics backend for the browser (with a Torch7 client).

how-to-write-a-guide

A guide for how to write a guide

huggingface-transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

inference

Reference implementations of inference benchmarks

inference_policies

Issues related to MLPerf™ Inference policies, including rules and suggested changes

itayhubara.github.io

Personal website

jekyll-readme-index

A Jekyll plugin to render a project's README as the site's index.

logging

MLPerf™ logging library

mlperf-ssd-r34.pytorch

SSD on Large images with a backbone of ResNet34 based on MLPerf-training singel-stage-detector repo

mnist-cluttered

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.

nm-sparsity

oss-arch-gym

Open source version of ArchGym project.