opencpi
aws-fpga
opencpi | aws-fpga | |
---|---|---|
1 | 3 | |
57 | 1,471 | |
- | 0.9% | |
0.0 | 1.0 | |
about 3 years ago | 12 days ago | |
Verilog | VHDL | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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opencpi
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)
What are some alternatives?
OpenCL-ICD-Loader - The OpenCL ICD Loader project.
Coyote - Framework providing operating system abstractions and a range of shared networking (RDMA, TCP/IP) and memory services to common modern heterogeneous platforms.
optimus-hypervisor
davos - Distributed Accelerator OS
antikernel - The Antikernel operating system project
meta-petalinux - meta-petalinux distro layer supporting Xilinx Tools