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Expert Versal Adaptive SoC AI Engine

Online Live


Power Workshop

With the Versal™ adaptive SoC family, AMD offers devices with a special IP, the AI Engine.

The AI Engine offers high-performance and low latency capabilities for advanced data processing. This course shows the application acceleration with C/C++ kernels on Versal™ AI Engine. The workshop introduces the Versal™ AI Engine processing element with its internal VLIW processing unit and the supporting interfaces. These provide connections to data paths and memory hierarchy in the grid of the AIE tiles. Such features enable an efficient data flow for processing tasks at hand. With the Vitis™ unified development platform, the AI Engine is set up to run acceleration functions written in C/C++ code with the support of the AIE APIs that support vectorized operations. Understanding the basic kernel programming, the advanced data flow graph API is presented to connect multiple of such kernels. These data flow graphs are created and deployed in the system level design flow in Vitis™. This methodology also covers various methods of data movement between compute domains, i.e., within the AI Engine and towards NoC and PL, and binds the available interface types based on required connection capabilities. The advanced features to interface these graph elements effectively, such as streams, cascade stream, buffer location constraints, run-time parameterization, and respective APIs are explained and can be experienced in hands-on lab exercises, where hints are given to optimize such designs. We will close with an outlook into the ecosystem where ready to use provided libraries and secondary tools like Model Composer to considerably speed up development with the AI Engines.

Due to accompanying exercises, the course offers in-depth and practice-oriented training. Attendees of the online live training will perform the practical exercises in real time with instructor assistance.

Course language: English

Portrait von Michael Schwarz

Contact

Michael Schwarz

+49 7664 91313-15

michael.schwarz@plc2.de

Details

Applicable technologies

AMD Versal™ AI Core series,
AMD Versal™ AI Edge series

Requirements

Basic knowledge of embedded controller and Vitis™ tool flow
Basic knowledge of the programming language C/C++

Duration

5 days

Fee (net per person)

€ 2,800

Inclusive

Training material

Agenda

01

Overview of Versal™ adaptive SoC architecture

02

Introduction to the Versal™ AI Engine architecture

03

AI Engine Interfaces

04

Versal™ AI Engine memory and data movement

05

Versal™ AI Engine tool flow with Vitis™

06

Application partitioning on Versal™ adaptive SoC

07

Data types: scalar and vector data types

08

AI Engine API and intrinsic functions

09

Window and streaming data APIs

10

Vitis™ analyzer

11

The programming model: single kernel

12

The adaptive data flow graph

13

The programming model: multiple kernels

14

Advanced graph input specifications

15

Application partitioning walkthrough

16

Data communications

17

System design flow with Vitis™

18

Introduction to debugging with AI Engine kernels

19

AI Engine application debug and trace

20

Overview of AI Engine kernel optimization

21

Advanced intrinsic functions

22

Versal™ AI Engine DSP library and Model Composer overview

Dates

Expert Versal Adaptive SoC AI Engine

OL

Online

Oct 07, 2024

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€ 2,800

Course

Expert Versal Adaptive SoCAI Engine_OL

Total fee

€ 2,800

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€ 2,800

Kurs

Expert Versal Adaptive SoCAI Engine_OL

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€ 2,800

*Pflichtfeld

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How can we help?

Contact

FAQ

01. Can you help me with reserving the room?

If you need a room for a face-to-face course, please contact us. We will support you in choosing suitable accommodation.

02. What times in the day do courses start and end?

Our face-to-face courses start daily at 9 a.m. (CET/CEST) and end at 5 p.m., with two coffee breaks and an extended lunch break. The total course time per day is 6 hours. For online courses, the start is also at 9 a.m. (CET/CEST), but they end at 2:30 p.m.. The total course time per day is 4 and a half hours plus breaks.

03. Are course materials provided?

All participants of paid courses will receive English training materials in electronic or paper form.

04. Will I receive a course certificate?

Each participant of a paid PLC2 course will receive a signed certificate of attendance at the end of the course.

05. Can I pay with Training Credits (TCs)?

Of course, you can also pay for your training using your available TCs (Training Credits). We will then invoice AMD directly. If you do not have sufficient credit for the booked training, the difference can be paid for with an additional payment. The additional charge will be invoiced directly to you.

06. What are the options for payment?

You can pay us via bank transfer or with TCs (Training Credits). Unfortunately, payment via debit, credit card, or PayPal is not possible.

07. What is the deadline for payment?

Payment is due 14 days after the invoice date, without deduction. Please transfer the amount within that time.

08. What are the options for cancelling?

You can cancel free of charge up to 14 days before the course starts. If you have to cancel at short notice due to illness or other reasons, you have the option of adding a substitute participant or of making up the course at a later date (within 6 months).

09. When will I receive a firm commitment as to whether the course will take place?

You will receive binding confirmation 7 days before the course begins as to whether it will go ahead.

10. How many participants are required for a course to be given/what is the minimum number of participants?

We generally offer courses for 5 or more people. That means that if you would like to book a course at your premises, you need 5 people to register or need to pay the amount for 5 participants, even if fewer people attend.

11. Can I book a course that is given in English?

If you need a course that is officially advertised as given in German to be given in English, please contact us. We will try to make that possible for you.

12. What language is the course in?

Our webinars and online courses are conducted in English. All our F2F training courses are generally conducted in German. Feel free to contact us if you need face-to-face training in English or online training in German.