tutorials

Tutorials for SODA-OPT

Variations of the examples in this folder have been used as tutorials for the SODA Synthesizer in many conferences.

• Generating accelerators for TensorFlow models
• Generating accelerators for Pytorch models

ISCA-2024 Tutorial

Part of the SODA Synthesizer: Accelerating Artificial Intelligence Applications with an End-to-End Silicon Compiler toturial in the ISCA2024 conference:

• Tutorial website

• Presentation date: Sunday, Jun 30, 2024

• Time: 14:00 - 17:30 (ART)

ISC-2023 Tutorial - SODA-OPT

Part of the Modern High-Level Synthesis for Complex Data Science Applications toturial in the ISC2023 conference:

• Tutorial website

• Presentation date: Sunday, May 21, 2023

• Time: 2:00 PM to 6:00 PM (GMT+2)

In this section you will learn how to use our compiler frontend to perform hardware software partitioning of high-level applications and automatic optimization of selected kernels.

HPCA-2023 Tutorial

Part of the SODA Synthesizer: Accelerating Data Science Applications with an end-to-end Silicon Compiler toturial in the HPCA2023 conference:

• Tutorial website

• Presentation date: Sunday, Feb 26, 2023

• Time: 8:15 AM to 12:20 PM (EST)

PACT-2022 Tutorial

Part of the SODA Synthesizer: Accelerating Data Science Applications with an end-to-end Silicon Compiler toturial in the PACT2022 conference:

• Tutorial website

• Presentation date: Sunday, Oct 09, 2022

• Time: 9:00 AM to 5:45 PM (CDT)

ISC-2022 Tutorial

Part of the Modern High-Level Synthesis for Complex Data Science Applications toturial in the ISC2022 conference:

• Tutorial website

• Presentation date: Sunday, May 29, 2022

• Time: 3:00 PM to 3:45 PM (CEST)

DATE-2022 Tutorial

Part of SODA tutorial (M04.4 - SODA-OPT) in the DATE2022 conference:

https://www.date-conference.com/tutorial/m04

• Presentation date: March 21, 2022
• Time: 3:15pm - 4:00pm (CET)

Other Venues

• NAML2022
• ASP-DAC2024