qoherent/modrec-workflow
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fixed the workflow, app.yaml now matches app_settings.py, configured dataset.py to always create a new data folder
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liyuxiao2 2025-05-20 10:43:56 -04:00
parent ce312384da
commit e822d68b53
3 changed files with 7 additions and 7 deletions
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2
conf/app.yaml
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@ -20,7 +20,7 @@ training:
inference: inference:
model_path: "checkpoints/model.ckpt" model_path: "checkpoints/model.ckpt"
num_classes: 10 num_classes: 10
results_output_path: "results/output.json" output_path: "results/output.json"
app: app:
build_dir: "dist" build_dir: "dist"

6
helpers/app_settings.py
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@ -20,7 +20,7 @@ class DataSetConfig:
@dataclass @dataclass
class TrainingConfig: class TrainingConfig:
batch_size: int batch_size: int
num_epochs: int epochs: int
learning_rate: float learning_rate: float
checkpoint_path: str checkpoint_path: str
use_gpu: bool use_gpu: bool
@ -29,7 +29,7 @@ class TrainingConfig:
class InferenceConfig: class InferenceConfig:
model_path: str model_path: str
num_classes: int num_classes: int
output_dir: str output_path: str
@dataclass @dataclass
class AppConfig: class AppConfig:
@ -53,7 +53,7 @@ class AppSettings:
@lru_cache @lru_cache
def get_app_settings() -> AppSettings: def get_app_settings() -> AppSettings:
"""Return application configuration settings.""" """Return application configuration settings."""
module_path = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) module_path = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
config_file = os.path.join(module_path, "conf", "app.yaml") config_file = os.path.join(module_path, "conf", "app.yaml")
return AppSettings(config_file=config_file) return AppSettings(config_file=config_file)

6
scripts/produce_dataset.py
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@ -116,9 +116,9 @@ def generate_datasets(cfg):
dset (h5py.Dataset): The created dataset object dset (h5py.Dataset): The created dataset object
""" """
parent = os.path.dirname(cfg.output_dir) #always create the output directory
if parent: os.makedirs(cfg.output_dir, exist_ok=True)
os.makedirs(parent, exist_ok=True)
# we assume the recordings are in .npy format # we assume the recordings are in .npy format
files = os.listdir(cfg.input_dir) files = os.listdir(cfg.input_dir)