Shane Fleming

icon indicating a website link https://stfleming.github.io icon indicating an email [email protected]

icon company Researcher icon location AMD Research icon location Welsh/Irish (Wirish) Researcher, interested in embedded systems and reconfigurable computing

Results 3 issues of Shane Fleming

Consolidation of Pooling Operators

This PR is linked to the following PR in hlslib: https://github.com/Xilinx/finn-hlslib/pull/157 It aims to unify the pooling operations into a single pooling implementation.

[InnerShuffle] elastic memory (elasticmem) module for improved timing closure

This PR enhances the InnerShuffle RTL implementation for improved timing closure by leveraging fused output register inference into BRAM/URAM. The enhancement is realized by adding a new utility module, `elasticmem`,...

Softmax

This PR introduces a HLS Softmax layer into FINN. Specifically it contains: * `HWSoftmax` - a hardware abstraction layer. * `HWSoftmax_hls` - for instantiating the HLS softmax IP * `InferHWSoftmax`...