Information

This repo contains all the files I am using for the implementation of the Separable Conv2D layer.

Files

• model_Test_04-16-24.ipynb contains a simpler debugging code where I am trying the tracing part.

• model_Test.ipynb contains the simplest debugging code.

• test_separable_conv2d_latency_ioparallel.ipynb contains debugging code provided by Geusseppe.

Cloning and Installing Geussepe's HLS4ML Branch

After creating and activating the environment with the .yml file:

mkdir Software
cd Software
git clone --single-branch --branch sepconv-latency-ioparallel https://github.com/fastmachinelearning/hls4ml.git
cd hls4ml
git branch --all #shows you are on your desired branch
pip install -e .

Then, The Following Should Work for my Own SepConv2D branch

After creating and activating the environment with the .yml file:

mkdir Software
cd Software
git clone --single-branch --branch sepconv-latency-ioparallel https://github.com/Brainz22/hls4mlDuarteLab.git
cd hls4ml
git branch --all #shows you are on your desired branch
pip install -e .