Vitis™ In-Depth Tutorials¶
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Unlocking a new design experience for all developers¶
-The Vitis unified software platform enables the development of embedded software and accelerated applications on heterogeneous Xilinx platforms including FPGAs, SoCs, and Versal ACAPs. It provides a unified programming model for accelerating Edge, Cloud, and Hybrid computing applications.
-Leverage integration with high-level frameworks, develop in C, C++, or Python using accelerated libraries or use RTL-based accelerators & low-level runtime APIs for more fine-grained control over implementation — Choose the level of abstraction you need.
-Tutorials¶
-The Vitis In-Depth Tutorials takes users through the design methodology and programming model for deploying accelerated application on all Xilinx platforms.
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Introduction Overview¶
-Start here! Learn the basics of the Vitis programming model by putting together your very first application. No experience necessary!
-Introduction to Machine Learning with Vitis AI¶
-Learn how to use Vitis, Vitis-AI, and the Vitis accelerated libraries to implement a fully end-to-end accelerated application using purely software-defined flows - no hardware expertise required.
-Use Vitis-AI to configure Xilinx hardware using the Tensorflow framework. Vitis-AI allows the user to quantize, compile, and deploy an inference model in a matter of minutes.
-Introduction to Vitis Hardware Accelerators¶
-Learn how to use the Vitis core development kit to build, analyze, and optimize an accelerated algorithm developed in C++, OpenCL, and even low-level hardware description languages (HDLs) like Verilog and VHDL.
-Learn how to use Vitis HLS, compiler, analyzer, and debugger to identify performance bottlenecks and make modifications to increase algorithm efficiency and performance using an Alveo card.
-AI Engine Development¶
-Learn how to use the Vitis core tools to develop for Versal, the first Adaptive Compute Acceleration Platform (ACAP) device from Xilinx.
-Learn how to target, develop, and deploy advance algorithms using Versal’s AI Engine array in conjunction with PL IP/kernels and software applications running on the embedded processors.
-Platform Creation¶
-Learn how to build custom platforms for Vitis to target your own boards, and how to modify and extend existing platforms.
-Learn how to configure the platform hardware sources, construct the runtime software environment, add support for software and hardware emulation, and more.
-Xilinx Runtime (XRT) and Vitis System Optimization Tutorials¶
-Learn how to optimize the CPU side of your application for efficient memory allocation, how to sequence system-level -events, and more.
-On the back-end, learn how to control Vitis system-level topologies and low-level hardware implementation.
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