Menu

Easy Start ML Application Design Flow

Easy Start


With the application of Machine Learning becoming a common task in consumer appliances as well as in common equipment in the factory field, easily adding such features into advanced products becomes a key element of modern system design flows.

With this course, we utilize Vitis™ AI as a concept to apply own neural network solutions within the FPGAs and embedded architectures of AMD adaptive SoCs. A hands-on review of the basics of neural networks in image processing determines the benefits of inference acceleration. Choosing an application focused approach to derive the requirements of complex neural networks, the acceleration of such massive computation is achieved by means of the Deep Learning Processing Unit (DPU) as a common IP target architecture for any AMD Adaptive SoC family. To map out trained CNNs on platforms with DPUs the Vitis™ AI toolkit is introduced as a powerful tool to translate from various ML toolkits such as PyTorch and TensorFlow. This mapping process quantizes the original float data into efficient fix point representations as used in the DPUs. To run the model operators on the target, the AI compiler creates an executable that can be called from any host application, which may be programmed in Python or C/C++.

To give an overview of the wide range of readily available deployment variants, we will work with the Vitis™ AI library and discuss the supporting pre- and post-processing approaches. Such computational blocks can also be mapped in hardware or computed within the embedded application itself. A final look into the generation of custom platforms using the DPU provides further insight to give a starting point for the own designs.

Course language: German (English possible on request)

Michael Schwarz at PLC2

Contact

Michael Schwarz l Head of Training

+49 7664 91313-15

michael.schwarz@plc2.de

Details

Applicable technologies

AMD adaptive SoCs

Requirements

Basic knowledge of Python

Duration

2 days

Fee (net per person)

€ 1,900

Inclusive

Training material
Beverages during breaks
Lunch

Agenda

01

Review of neural networks and deep learning

02

ML modeling frameworks

03

Training and inference

04

Deep Learning Processing Unit in adaptive SoCs platform

05

Vitis™ AI - quantization and compilation for DPU targets

06

Embedded applications with DPU-based ML accelerators

07

Vitis™ AI libraries

08

Creating a Vitis™ embedded acceleration platform

Dates

Easy Start ML Application Design Flow

ES

Frankfurt / Main

Jun 08, 2026

Book now

Easy Start ML Application Design Flow

ES

Stuttgart

Sep 03, 2026

Book now

Easy Start ML Application Design Flow

ES

Munich

Dec 07, 2026

Book now

Booking

Company

Contact Person

Request / Offer

Billing Address

Billing Person

Participant(s)

Fee

Participant

 

€ 1,900

Course

Easy Start ML Application Design Flow_ES

Total fee

€ 1,900

*Required field

Unternehmen

Ansprechpartner:in

Anfrage / Angebot

Rechnungsanschrift

Ansprechpartner:in

Teilnehmer:innnen

Kosten

Teilnehmer:in

 

€ 1,900

Kurs

Easy Start ML Application Design Flow_ES

Gesamtbetrag

€ 1,900

*Pflichtfeld

This might also interest you...

CourseFormatCategoryLocationDurationDate

Compact Python for Embedded

WO (Workshop)

Programming Languages

Freiburg

3 days

Jun 15, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Python for Embedded

WO (Workshop)

Programming Languages

Frankfurt / Main

3 days

Sep 21, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Python for Embedded

WO (Workshop)

Programming Languages

Berlin

3 days

Nov 23, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

3 days

Jun 15, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

3 days

Sep 21, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

3 days

Nov 23, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Compact Vitis AI

WO (Workshop)

Development
Tools & Methodology

Freiburg

3 days

Jun 01, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis AI

WO (Workshop)

Development
Tools & Methodology

Stuttgart

3 days

Sep 01, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis AI

WO (Workshop)

Development
Tools & Methodology

Berlin

3 days

Nov 10, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis AI | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

Jun 01, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis AI | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

Sep 01, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis AI | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

Nov 10, 2026

Info

Vitis AI AI Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Kernel c/c++ machine learning ML inference on the edge neuronal networks CNN Deep Learning Processing Unit DPU quantization embedded software

Compact Vitis for the Software Designer

WO (Workshop)

Development
Tools & Methodology

Frankfurt / Main

3 days

May 11, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Compact Vitis for the Software Designer

WO (Workshop)

Development
Tools & Methodology

Berlin

3 days

Sep 07, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Compact Vitis for the Software Designer

WO (Workshop)

Development
Tools & Methodology

Munich

3 days

Dec 16, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Compact Vitis for the Software Designer | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

May 11, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Compact Vitis for the Software Designer | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

Sep 07, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Compact Vitis for the Software Designer | Online

OL (Online Live)

Development
Tools & Methodology

Online

3 days

Dec 16, 2026

Info

Vitis Embedded Software Tool Flow Blockdiagram SoC MPSoC Versal ACAP C C++ BSP Driver Board Support Package Profile Profiling Debugger System Debugger GCC GNU Eclipse Library Linux PetaLinux Boot Bootflow elf c/c++ Standalone Debugging

Professional Python for Embedded

PW (Power Workshop)

Programming Languages

Freiburg

5 days

Jun 15, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Professional Python for Embedded

PW (Power Workshop)

Programming Languages

Frankfurt / Main

5 days

Sep 21, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Professional Python for Embedded

PW (Power Workshop)

Programming Languages

Berlin

5 days

Nov 23, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Professional Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

5 days

Jun 15, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Professional Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

5 days

Sep 21, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

Professional Python for Embedded | Online

OL (Online Live)

Programming Languages

Online

5 days

Nov 23, 2026

Info

FPGA SoC MPSoC Script Scripting Automation Tool CI Continuous Integration Build System Embedded open-source open source interpreter object oriented library

showing: 1 to 2 (2)

How can we help?

Contact

FAQ

01. In which countries is PLC2 an Authorized Training Provider (ATP) of AMD?

PLC2 is an ATP in Cyprus, Czech Republic, Germany, Greece, Hungary, Poland, Slovakia, Slovenia, Switzerland, and Turkey.

02. What does AMD ATP stand for?

AMD Authorized Training Providers (ATPs) are expert instructors specializing in all aspects of FPGA and embedded design from software to systems and beyond. Courses offered leverage training materials specifically developed by AMD engineers and enhanced further via the specialized knowledge and expertise of AMD ATP instructors.

03. Can the training content be customized to specific FPGA and embedded design project requirements?

Yes. On request, we create customized training courses that are precisely tailored to your company’s tools, processes, and methods. See also our In-House training format.

04. Are there hands-on exercises in PLC2 training courses?

Depending on the course format, hands-on exercises are included in most of the training sessions, especially in workshops, power workshops, and online live courses.

05. How can I register for a PLC2 training course?

Go to the page of your desired training course and click the button »Book workshop«. You will jump directly to the booking form. Fill out the form and click submit. You will receive a confirmation e-mail immediately.

06. Can you help me with booking a room for the duration of my PLC2 training?

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

07. What times in the day do PLC2 training courses start and end?

Our face-to-face and online 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.

08. Are course materials provided in a PLC2 training?

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

09. Will I receive a certificate upon completion of the PLC2 training course?

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

10. Can I pay PLC2 training 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.

11. What are the options for payment for PLC2 training?

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

12. What is the deadline for payment for PLC2 training?

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

13. What are the options for cancelling a PLC2 training?

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).

14. When will I receive a firm commitment as to whether the PLC2 training course will take place?

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

15. What is the minimum number of participants for a PLC2 training?

We generally offer courses for 5 or more people. This means that if you would like to book a course at your location, either five people must register or you must pay for five participants, even if fewer people attend.

16. Can I book a PLC2 training 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.

17. What language is the PLC2 training 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.