modrec-workflow/conf/app.yaml
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updated workflow scripts
2025-05-21 15:46:59 -04:00

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YAML

general:
# Run mode. Options are 'prod' or 'dev'.
run_mode: prod
dataset:
input_dir: data/recordings
num_slices: 8
train_split: 0.8
val_split : 0.2
seed: 25
modulation_types: [bpsk, qpsk, qam16, qam64]
output_dir: data/dataset
training:
batch_size: 64
epochs: 50
learning_rate: 0.001
checkpoint_path: checkpoints/model.ckpt
use_gpu: true
inference:
model_path: checkpoints/model.ckpt
num_classes: 10
output_path: results/output.json
app:
build_dir: dist