Ensemble Framework

Data

Market data need to be downloaded from the following link:

 https://lobsterdata.com/info/DataSamples.php

Tools

To install the FINN environment follow these installation steps https://finn.readthedocs.io/en/latest/getting_started.html

Environment

To set the environment for the tools and the Docker files, modify the following script with your own environment variables

source FINN_setup.sh

Start the docker container

source run_docker.sh

Configuration for the hardware generation

Two files control the hardware generation step in FINN. The two files are located in the configuration directory called configuration_files

1. dataflow_build_config.json (where the hardware target platform or FPGA device can be configure)
2. folding_config.json (configuration file to set the PE and SMID values for each layer)

Note: Multiple dataflow_build_config are provided to show different possible configuration

Run Training, compiler, and result analysis

To run the training, generate the model and analyse the report use the following scripts

python run_batch.py

results.csv file will be created and appended according to the suite test results.