Dina Suehiro Jones's repositories
unet_distributed
Distributed TensorFlow UNet
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
ai-containers
This repository contains Dockerfiles, scripts, yaml files, Helm charts, etc. used to scale out AI containers with versions of TensorFlow and PyTorch that have been optimized for Intel platforms. Scaling is done with python, Docker, kubernetes, kubeflow, cnvrg.io, Helm, and other container orchestration frameworks for use in the cloud and on-premise
benchmarks
Benchmark code
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
experimental-kvc
Kubernetes Volume Controller
experiments
Experiments API for Experiment Tracking on Kubernetes
gitflow-poc
POC for testing the Git Flow process
intel-extension-for-pytorch
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
mlt-draft-packs
MLT template draft packs
ngraph-bridge
TensorFlow-nGraph bridge
optimum-habana
Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
optimum-intel
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Question-Answering
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
tensorflow
Computation using data flow graphs for scalable machine learning
transfer-learning
Libraries and tools to support Transfer Learning
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.