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kastner r parallel programming fpgas hls book 2022

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Textbook in PDF format This book focuses on the use of algorithmic high-level synthesis (HLS) to build application-speciﬁc FPGA systems. The goal is to give the reader an appreciation of the process of creating an optimized hardware design using HLS. Although the details are, of necessity, diﬀerent from parallel programming for multicore processors or GPUs, many of the fundamental concepts are similar. For example, designers must understand memory hierarchy and bandwidth, spatial and temporal locality of reference, parallelism, and tradeoﬀs between computation and storage. This book is a practical guide for anyone interested in building FPGA systems. In a university environment, it is appropriate for advanced undergraduate and graduate courses. At the same time, it is also useful for practicing system designers and embedded programmers. The book assumes the reader has a working knowledge of C/C++ and includes a signiﬁcant amount of sample code. In addition, we assume familiarity with basic computer architecture concepts (pipelining, speedup, Amdahl’s Law, etc.). A knowledge of the RTL-based FPGA design ﬂow is helpful, although not required. This book focuses on using Xilinx tools for implementing designs, in particular Vivado HLS to perform the translation from C-like code to RTL. C programming examples are given that are speciﬁc to the syntax used in Vivado HLS. In general, the book explains not only Vivado HLS speciﬁcs, but also the underlying generic HLS concepts that are often found in other tools. We encourage readers with access to other tools to understand how these concepts are interpreted in any HLS tool they may be using. Introduction Finite Impulse Response (FIR) Filters CORDIC Discrete Fourier Transform Fast Fourier Transform Sparse Matrix Vector Multiplication Matrix Multiplication Prefix Sum and Histogram Video System Sorting Algorithms Huffman Encoding

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Kastner R. Parallel Programming for FPGAs. The HLS Book 2022.pdf 7.2 MB

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kastner r parallel programming fpgas hls book 2022

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