aws-fpga
dyract
aws-fpga | dyract | |
---|---|---|
3 | 1 | |
1,474 | 15 | |
1.1% | - | |
1.0 | 0.0 | |
20 days ago | about 8 years ago | |
VHDL | Verilog | |
GNU General Public License v3.0 or later | - |
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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)
dyract
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.
davos - Distributed Accelerator OS
OpenCL-ICD-Loader - The OpenCL ICD Loader project.
hardcloud - FPGA as an OpenMP Offloading Device.
meta-petalinux - meta-petalinux distro layer supporting Xilinx Tools
antikernel - The Antikernel operating system project
optimus-hypervisor
opencpi - Open Component Portability Infrastructure