We explain the HLS flow and the RBF kernel. We evaluate the kernel in an OpenCL-to-FPGA HLS flow, and describe the optimizations of the kernel.
Abstract—Field-programmable gate arrays (FPGAs) are becoming a promising heterogeneous computing component for scientific computing when floating-point ...
Request PDF | On Oct 1, 2018, Zheming Jin and others published Evaluating Radial Basis Function Kernel on OpenCL FPGA Platform | Find, read and cite all the ...
Optimizing an Atomics-Based Reduction Kernel on OpenCL FPGA Platform ... Evaluating Radial Basis Function Kernel on OpenCL FPGA Platform.
Through in-depth analysis of the hash algorithm, the basic computing kernel ... Optimizing Radial Basis Function Kernel on OpenCL FPGA Platform. Conference ...
Optimizing Radial Basis Function Kernel on OpenCL FPGA Platform · Exploring Integer Sum Reduction using Atomics on Intel CPU.
Feb 29, 2024 · In this paper, we review the vast Machine Learning (ML) algorithms implemented on FPGAs to increase performance and capabilities in healthcare technology over ...
Evaluating Radial Basis Function Kernel on OpenCL FPGA Platform. Authors: Zheming Jin , Hal Finkel. Affiliation: Argonne National Laboratory, Illinois ...
In this seminar, I will briefly introduce FPGAs, OpenCL, and OpenCL-to-FPGA development flows. Then I will show evaluations and optimizations of OpenCL kernels ...
Missing: Radial Basis Function
Optimizing Radial Basis Function Kernel on OpenCL FPGA Platform. https://doi.org/10.1109/bigdata.2018.8622219. Journal: 2018 IEEE International Conference ...
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