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Getting started with IPUs on Paperspace
Getting started with IPUs on Paperspace
A technical walkthrough on how to get up and running with Graphcore IPUs on Paperspace using our HuggingFace Optimum vision transformer…
Tim Santos
Aug 10, 2022
Deep dive: vision transformers on Hugging Face Optimum Graphcore
Deep dive: vision transformers on Hugging Face Optimum Graphcore
This blog post will show how easy it is to fine-tune pre-trained Transformer models for your dataset using the Hugging Face Optimum library…
Tim Santos
Aug 10, 2022
Getting started with TensorFlow Serving for IPU
Getting started with TensorFlow Serving for IPU
Graphcore’s Poplar software now includes TensorFlow Serving for IPU, enabling easy, high-performance and low-latency serving of machine…
Graphcore
Oct 3, 2022
Training large models more stably with automatic loss scaling
Training large models more stably with automatic loss scaling
Graphcore’s Automatic Loss Scaling can be used by anyone training large models in mixed precision
Graphcore
Oct 3, 2022
Optimising IPU Applications Using the PopVision Analysis Tools
Optimising IPU Applications Using the PopVision Analysis Tools
Exploiting IPU Parallelism with custom operations
Chris Gray
Apr 6, 2022
Getting Started with Hugging Face Transformers for IPUs with Optimum
Getting Started with Hugging Face Transformers for IPUs with Optimum
Graphcore and Hugging Face introduce BERT, the first IPU-optimized model for the Optimum open source library, to help developers accelerate…
Tim Santos
Nov 30, 2021
Get Started with Baidu PaddlePaddle on IPU Hardware
Get Started with Baidu PaddlePaddle on IPU Hardware
Code tutorial: BERT Training with PaddlePaddle on the IPU
Graphcore
Dec 13, 2021
Exploiting Tile-Level Parallelism on Graphcore IPUs
Exploiting Tile-Level Parallelism on Graphcore IPUs
In a previous post we studied a simple path tracer that demonstrates how to write a Poplar/C++ program which exploits the large number of…
Mark Pupilli
Dec 3, 2021
Getting started with PyTorch Lightning for the IPU
Getting started with PyTorch Lightning for the IPU
One line of code is all it takes
Stephen McGroarty
Jul 27, 2021
Bert-Large Training on the IPU explained
Bert-Large Training on the IPU explained
Graphcore engineers explain how they implemented and optimized BERT-Large for IPU systems using standard machine learning training schemes.
Graphcore
May 6, 2021
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