graphcore/keras

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Created over 2 years ago
Updated about 1 year ago

graphcore/keras

graphcore

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Keras for the IPU

examples

Example code and applications for machine learning on Graphcore IPUs

poptorch

PyTorch interface for the IPU

poplibs

Poplar libraries

tutorials

Training material for IPU users: tutorials, feature examples, simple applications

tensorflow

TensorFlow for the IPU

ogb-lsc-pcqm4mv2

The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured data

Jupyter Notebook

portfolio-examples

Demonstrators and experimental applications for ML using Graphcore IPUs

poprithms

Graph algorithms for machine learning frameworks

distributed-kge-poplar

The application is a end-user training and evaluation system for standard knowledge graph embedding models. It was developed to optimise the WikiKG90Mv2 dataset

graphcore-research

Implementations and illustrative code to accompany our research publications

gpt-j

Notebook for running GPT-J/GPT-J-6B – the cost-effective alternative to ChatGPT, GPT-3 & GPT-4 for many NLP tasks. Available on IPUs as a Paperspace notebook.

pytorch-lightning-examples

A collection of tutorials and examples showing how to use Graphcore's IPUs with PyTorch Lightning

Gradient-HuggingFace

Tasks and tutorials using Graphore's IPU with Hugging Face. Originally at https://github.com/gradient-ai/Graphcore-HuggingFace

Jupyter Notebook

PopTransformer

PopTransformer provides a fundamental framework(including layers, operators, models, etc) that allow users to develop and run highly optimized transformer-based models(inference-only) with Poplar SDK on Graphcore IPU.

legacy_drivers_and_tools

PopRT

Gradient-Pytorch-Geometric

A repository of tutorials and examples demonstrating use of PyTorch Geometric with IPUs

Jupyter Notebook

popart

Poplar Advanced Runtime for the IPU

popvision_graph_analyser

license-checker

A tool to accumulate license information for pip and aptitude dependencies.

demo-in-a-box

Jupyter Notebook

popvision_system_analyser

dolly-ai

Run Dolly, the world’s first truly open instruction-tuned LLM, with your own prompts on IPUs

api-deployment

Example of deployment of a NLP inference server on Gcore. Using FastAPI, Huggingface's optimum-graphcore and Github workflows.

simple-server-framework

Simple Server Framework provides a wrapper to add serving to an application using a minimal declarative config and utilities to package and deploy the application.

whisper-ai

Speech Recognition (ASR) on Graphcore IPUs using OpenAI's Whisper

Jupyter Notebook

caas-poplar-appliance

caas-poplar-appliance

graphcore-cloud-tools

Graphcore cloud utilities to support Paperspace functionality and user monitoring.

helm-charts

ipu_tensorflow_addons

IPU TensorFlow Addons

flan-t5

Notebook for Flan-T5 – an alternative to large language models like GPT-3 & GPT-4 for NLP tasks like named entity recognition and text generation.

Jupyter Notebook

popxl-addons

A collection of addons for PopXL

tgn-ipu

stable-diffusion

Notebook for running Stable Diffusion – the Generative AI alternative to Dall-E and Midjourney – on IPUs

Jupyter Notebook

examples-utils

Utils and common code for Graphcore's example applications

ipu_assembly_support

Visual Studio Code extension to support writing IPU assembly.

Gradient-Pytorch

Jupyter Notebook