itayhubara
Itay Hubara is a senior research scientist at Habana Labs, a company that develops AI accelerators for deep learning. Itay received his PhD from the Technion-Is
Technion - Israel Institute of Technology Israel
Pinned Repositories
AcceleratedSparseNeuralTraining
Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks
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
gemmlowp
Low-precision matrix multiplication
Neural-Networks-on-Silicon
This is a collection of works on neural networks and neural accelerators.
pytorch
TNRD-pytorch
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration - unofficial pytorch implementation
itayhubara's Repositories
itayhubara/BinaryNet.pytorch
Binarized Neural Network (BNN) for pytorch
itayhubara/BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
itayhubara/CalibTIP
Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
itayhubara/TNRD-pytorch
Trainable Nonlinear Reaction Diffusion: A Flexible Framework for Fast and Effective Image Restoration - unofficial pytorch implementation
itayhubara/AcceleratedSparseNeuralTraining
Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks
itayhubara/Batched-Bandit
itayhubara/qlora
QLoRA: Efficient Finetuning of Quantized LLMs
itayhubara/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
itayhubara/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.
itayhubara/asciidoctor-pdf
:page_with_curl: Asciidoctor PDF: A native PDF converter for AsciiDoc based on Asciidoctor and Prawn, written entirely in Ruby.
itayhubara/convNet.pytorch
ConvNet training using pytorch
itayhubara/EVAR-ED
EVAR patients Early Discharge
itayhubara/fixmatch
A simple method to perform semi-supervised learning with limited data.
itayhubara/Gaudi-tutorials
The source files for the tutorials on https://developer.habana.ai/
itayhubara/huggingface-transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
itayhubara/inference
Reference implementations of inference benchmarks
itayhubara/inference_policies
Issues related to MLPerf™ Inference policies, including rules and suggested changes
itayhubara/itayhubara.github.io
Personal website
itayhubara/jekyll-readme-index
A Jekyll plugin to render a project's README as the site's index.
itayhubara/logging
MLPerf™ logging library
itayhubara/MLPerf-SSD-R34.pytorch
SSD on Large images with a backbone of ResNet34 based on MLPerf-training singel-stage-detector repo
itayhubara/NM-sparsity
itayhubara/oss-arch-gym
Open source version of ArchGym project.
itayhubara/policies
General policies for MLPerf™ including submission rules, coding standards, etc.
itayhubara/pytorch-tiny-imagenet
pytorch-tiny-imagenet
itayhubara/reference
Reference implementations of MLPerf benchmarks
itayhubara/training_policies
Issues related to MLPerf™ training policies, including rules and suggested changes
itayhubara/training_results_v0.7
MLPerf™ Training v0.7 results
itayhubara/training_results_v1.0
itayhubara/training_results_v2.0
MLPerf™ Training v2.0 results