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added seed to hyperparameter tuner and the training process #813

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added seed to hyperparameter tuner and the training process #813

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2 changes: 2 additions & 0 deletions birdnet_analyzer/model.py
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Original file line number Diff line number Diff line change
Expand Up @@ -724,6 +724,8 @@ def on_epoch_end(self, epoch, logs=None):
# Set random seed
rng = np.random.default_rng(cfg.RANDOM_SEED)

keras.utils.set_random_seed(cfg.RANDOM_SEED)

# Shuffle data
idx = np.arange(x_train.shape[0])
rng.shuffle(idx)
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1 change: 1 addition & 0 deletions birdnet_analyzer/train/utils.py
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Expand Up @@ -334,6 +334,7 @@ def __init__(self, x_train, y_train, x_test, y_test, max_trials, executions_per_
overwrite=True,
directory=autotune_directory,
project_name="birdnet_analyzer",
seed=cfg.RANDOM_SEED,
)
self.x_train = x_train
self.y_train = y_train
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