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disabled tests, train debug print statements
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Lilferrit committed Dec 4, 2024
1 parent 4d9ad26 commit dd4e51c
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25 changes: 23 additions & 2 deletions casanovo/denovo/model_runner.py
Original file line number Diff line number Diff line change
Expand Up @@ -184,22 +184,43 @@ def train(
valid_peak_path : iterable of str
The path to the MS data files for validation.
"""
print("Starting training process.")
print("Initializing trainer for training.")
self.initialize_trainer(train=True)

print("Initializing tokenizer.")
self.initialize_tokenizer()

print("Initializing model for training.")
self.initialize_model(train=True)

print(f"Preparing training data paths: {train_peak_path}")
train_paths = self._get_input_paths(train_peak_path, True, "train")
print(f"Training data paths resolved: {train_paths}")

print(f"Preparing validation data paths: {valid_peak_path}")
valid_paths = self._get_input_paths(valid_peak_path, True, "valid")
print(f"Validation data paths resolved: {valid_paths}")

print("Initializing data module with training and validation paths.")
self.initialize_data_module(train_paths, valid_paths)
print("Setting up data loaders.")
self.loaders.setup()
# logger.info(f'TRAIN PSMs: {self.loaders.train_dataset.n_spectra}')
# logger.info(f'VAL PSMs: {self.loaders.valid_dataset.n_spectra}')

print(
f"Number of spectra in training dataset: {self.loaders.train_dataset.n_spectra}"
)
print(
f"Number of spectra in validation dataset: {self.loaders.valid_dataset.n_spectra}"
)

print("Starting model training.")
self.trainer.fit(
self.model,
self.loaders.train_dataloader(),
self.loaders.val_dataloader(),
)
print("Training process completed.")

def log_metrics(self, test_dataloader: DataLoader) -> None:
"""Log peptide precision and amino acid precision
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