Task: Predict static SINR (max)

Input: Features of attached base station (distance, Tx Power, Bandwidth, Subband Bandwidth. Subband offset)

Output: Static SINR in dB

Data: Included and located under data/folder. .npy data file could be generated with data_gen.py script.

Overwrite the --train_folder and --val_folder to the absolute path of data/train and data/test respectively; Overwrite the --checkpoint_dir to the absolute path of the folder to store model parameters.

Install packages with:

pip install -r requirements.txt

Start training with:

cat args.txt | xargs python main.py

Model parameters would be stored in that folder

Test with:

python util/plot.py