aws-fpga
OpenCL-ICD-Loader
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| aws-fpga | OpenCL-ICD-Loader | |
|---|---|---|
| 3 | 3 | |
| 1,470 | 234 | |
| 1.7% | 1.7% | |
| 1.0 | 4.7 | |
| 7 days ago | 8 days ago | |
| VHDL | C | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
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aws-fpga
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FPGA for Deep Learning: Survey and Future Directions
Are you trying to scare people away from FPGAs? GPUs aren't actually that _good_ at deep learning, but they are in the right place at the right time.
You can rent high end FPGAs on AWS, https://github.com/aws/aws-fpga there is no better time to get into FPGAs. On the low end there is the excellent https://hackaday.com/2019/01/14/ulx3s-an-open-source-lattice...
Modern FPGA platforms like Xilinx Alveo have 35TB/s of SRAM bandwidth and 460GB/s of HBM bandwidth. https://www.xilinx.com/products/boards-and-kits/alveo/u55c.h...
- Does anyone know if Amazon EC2 F1 instances have FPGA and CPU share memory?
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AMD Patent Reveals Hybrid CPU-FPGA Design That Could Be Enabled By Xilinx Tech
Amazon F1 (Disclaimer: Proprietary)
OpenCL-ICD-Loader
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How to select a specific OpenCL driver?
from https://github.com/KhronosGroup/OpenCL-ICD-Loader/blob/main/README.md
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A cool little blackhole simulation using raytracing and gravity simulation.
Hey neato, I'd like to take a look at this and see how the ray stepping is done :) The OpenCL initialisation stuff you describe seems kind of excessive, I just use the Khronos OpenCL loader: https://github.com/KhronosGroup/OpenCL-ICD-Loader
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AMD Patent Reveals Hybrid CPU-FPGA Design That Could Be Enabled By Xilinx Tech
OpenCL (The most popular DPR for FPGAs)
What are some alternatives?
Coyote - Framework providing operating system abstractions and a range of shared networking (RDMA, TCP/IP) and memory services to common modern heterogeneous platforms.
opencpi - Open Component Portability Infrastructure
davos - Distributed Accelerator OS
meta-petalinux - meta-petalinux distro layer supporting Xilinx Tools
antikernel - The Antikernel operating system project
optimus-hypervisor
Path-WIP