jofrfu/tinyTPU

Implementation of a Tensor Processing Unit for embedded systems and the IoT.

VHDLCPythonOtherlinuxiotfpgazynqtensorflowassemblyvhdlembedded-systemsinternet-of-thingshardware-architecturesverilogxilinxvivadotensorhardware-designshardware-accelerationfpga-acceleratorhardware-description-languageip-coretpu
This is stars and forks stats for /jofrfu/tinyTPU repository. As of 19 Apr, 2024 this repository has 305 stars and 58 forks.

tinyTPU The aim of this project is to create a machine learning co-processor with a similar architecture as Google's Tensor Processing Unit. The implementation is resource-friendly and can be used in different sizes to fit every type of FPGA. This allows the deployment of this co-processor in embedded systems and IoT devices, but it can also be scaled up to be used in data centers and high-perfomance machines. The AXI interface allows usage in a variety of combinations. Evaluations were made on the...
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