Deploying a neural network on an embedded solution requires more than compiling a trained model. Join us to discuss the IP and tooling available from Cadence that allow architects to start with a neural network model, run through quantization and partitioning mapping to a configurable embedded target, simulating the design to get performance data (both cycle and energy), and iterating through design optimizations to reach an optimal implementation. Our experts will give a technical walkthrough of the tools, features, supported frameworks, and infrastructure available to both software and silicon designers.

Hardware Engineer workshop are restricted to hardware engineers and architects, and software designers from companies interested in learning how to design and deploy ML onto hardware platforms.

Workshops are application only and subject to eligibility and availability. The workshops are free, and lunch, shared networking sessions, and access to the Meet and Greet function and keynote is included in the developer pass. If you're a hardware or software engineer, please apply using the form in the registration section of the website or by emailing en@kisacoresearch.com. There are approximately 30 spaces available.

During this workshop, attendees will be updated on the state of the art in computer vision use cases and learn how to build deep learning models for object detection, while improving model performance. Atos' expert host will provide best practices on team organization to facilitate success. Finally, attendees will learn how to implement an engineering strategy - build a project template & data versioning, experiment tracking & feedback, leverage testing & boost model promotion.

Developer workshops are restricted to machine learning practitioners from research institutions and enterprises who are interested in learning how to port code onto novel AI platforms and want to get hands-on access to hardware and SDKs. 

Workshops are application only and subject to eligibility and availability. The workshops are free, and lunch, shared networking sessions, and access to the Meet and Greet function and keynote is included in the developer pass. If you're a machine learning engineer / AI application developer, please apply using the form in the registration section of the website or by emailing en@kisacoresearch.com. There are approximately 30 spaces available.

Developer workshops are restricted to machine learning practitioners from research institutions and enterprises who are interested in learning how to port code onto novel AI platforms and want to get hands-on access to hardware and SDKs. 

Workshops are application only and subject to eligibility and availability. The workshops are free, and lunch, shared networking sessions, and access to the Meet and Greet function and keynote is included in the developer pass. If you're a machine learning engineer / AI application developer, please apply using the form in the registration section of the website or by emailing en@kisacoresearch.com. There are approximately 30 spaces available.

Using Hugging Face Optimum, we will show how easy it is to run and accelerate an end-to-end state-of-the-art Transformer model workflow on IPUs. We’ll provide a demo to fine-tune a BERT-Large Transformer model in IPUs using Hugging Face Optimum, and then serve the model using the inference API. Join us as we look under the hood of our Intelligence Processing Unit to see how our unique architecture, combined with Optimum’s simple plug-and-play experience, enables faster performance on today’s most popular ML models. By the end of the talk, we would like you to have a better understanding of the wide range of off-the-shelf NLP & Computer Vision Transformer models through our integration with the Hugging Face ecosystem. Plus, how to access this walkthrough by using our free IPU runtimes in the cloud.

Developer workshops are restricted to machine learning practitioners from research institutions and enterprises who are interested in learning how to port code onto novel AI platforms and want to get hands-on access to hardware and SDKs.  

Workshops are application only and subject to eligibility and availability. The workshops are free, and lunch, shared networking sessions, and access to the Meet and Greet function and keynote is included in the developer pass. If you're a machine learning engineer / AI application developer, please apply using the form in the registration section of the website or by emailing en@kisacoresearch.com. There are approximately 30 spaces available.

Developer workshops are restricted to machine learning practitioners from research institutions and enterprises who are interested in learning how to port code onto novel AI platforms and want to get hands-on access to hardware and SDKs.  

Workshops are application only and subject to eligibility and availability. The workshops are free, and lunch, shared networking sessions, and access to the Meet and Greet function and keynote is included in the developer pass. If you're a machine learning engineer / AI application developer, please apply using the form in the registration section of the website or by emailing en@kisacoresearch.com. There are approximately 30 spaces available.