qoherent/modrec-workflow
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liyuxiao2 2025-05-22 14:26:15 -04:00
parent dcb6e0accd
commit 5970af5be7
2 changed files with 6 additions and 5 deletions
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2
conf/app.yaml
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@ -21,7 +21,7 @@ training:
inference:
model_path: checkpoints/inference_recognition_model.ckpt
num_classes: 4
output_path: onnx_files/inference_recognition_model.onnx
output_path: results/inference_recognition_model.onnx
app:
build_dir: dist

9
data/training/train.py
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@ -26,19 +26,20 @@ import mobilenetv3
def train_model():
settings = get_app_settings()
dataset = settings.dataset.modulation_types
training_cfg = settings.training
dataset_cfg = settings.dataset
train_flag = True
batch_size = 128
epochs = 1
checkpoint_filename = f"/Users/liyuxiao/Documents/CS/qoherent/modrec-workflow/results/interference_recognition_model"
checkpoint_filename = f"{training_cfg.checkpoint_path}"
train_data = (
"/Users/liyuxiao/Documents/CS/qoherent/modrec-workflow/data/dataset/train.h5"
f"{settings.dataset_cfg.output_dir}/train.h5"
)
val_data = (
"/Users/liyuxiao/Documents/CS/qoherent/modrec-workflow/data/dataset/val.h5"
f"{settings.dataset_cfg.output_dir}/val.h5"
)
dataset_name = "Modulation Inference - Initial Model"