antikernel
aws-fpga
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| antikernel | aws-fpga | |
|---|---|---|
| 2 | 3 | |
| 110 | 1,470 | |
| - | 1.7% | |
| 0.0 | 1.0 | |
| about 4 years ago | 4 days ago | |
| Verilog | VHDL | |
| - | GNU General Public License v3.0 or later |
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antikernel
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?
PipelineC - A C-like hardware description language (HDL) adding high level synthesis(HLS)-like automatic pipelining as a language construct/compiler feature.
Coyote - Framework providing operating system abstractions and a range of shared networking (RDMA, TCP/IP) and memory services to common modern heterogeneous platforms.
OpenCL-ICD-Loader - The OpenCL ICD Loader project.
davos - Distributed Accelerator OS
optimus-hypervisor
opencpi - Open Component Portability Infrastructure
meta-petalinux - meta-petalinux distro layer supporting Xilinx Tools
OpenFPGA - An Open-source FPGA IP Generator
BORPH - Operating System Extensions for Reconfigurable Computers