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