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baseline.yaml
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baseline.yaml
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dev_directory: ./dev_data
model_directory: /notebooks/model
result_directory: ./result
result_file: result.csv
P_MODELSAVE: 'saved_models'
P_LOGS: 'logs'
P_IMGSAVE: 'saved_images'
# input_shape = (256, 256)
# the path to save the weight of the model
max_fpr: 0.1
decision_threshold: 0.85
feature:
n_mels: 128
n_frames: 512
n_hop_frames: 1
n_fft: 1024
hop_length: 431
power: 2.0
fit:
lr: 0.002
epochs: 300
batch_size: 32
shuffle: True
validation_split: 0.1
verbose: 1
weight: [[0.51347125, 0.51347125], [0.51859806, 0.51859806], [0.52526529, 0.52526529],
[0.53377365, 0.53377365], [0.54442513, 0.54442513], [0.55750115, 0.55750115], [0.57323544, 0.57323544],
[0.59178317, 0.59178317], [0.61318839, 0.61318839], [0.63735286, 0.63735286], [0.66401007, 0.66401007], [0.69270828, 0.69270828], [0.72280618, 0.72280618],
[0.75348433, 0.75348433], [0.78377361, 0.78377361], [0.81260068, 0.81260068], [0.83884794, 0.83884794], [6.86142383, 6.86142383], [6.87933747, 6.87933747],
[6.89177048, 6.89177048], [6.89813897, 6.89813897], [6.89813897, 6.89813897], [6.89177048, 6.89177048], [6.87933747, 6.87933747], [6.86142383, 6.86142383],
[6.83884794, 6.83884794], [0.81260068, 0.81260068], [0.78377361, 0.78377361], [0.75348433, 0.75348433], [0.72280618, 0.72280618], [0.69270828, 0.69270828],
[0.66401007, 0.66401007], [0.63735286, 0.63735286], [0.61318839, 0.61318839], [0.59178317, 0.59178317], [0.57323544, 0.57323544], [0.55750115, 0.55750115],
[0.54442513, 0.54442513], [0.53377365, 0.53377365], [0.52526529, 0.52526529], [0.51859806, 0.51859806], [0.51347125, 0.51347125], [0.50960164, 0.50960164],
[0.5067341, 0.5067341], [0.50464741, 0.50464741], [0.50315602, 0.50315602], [0.50210894, 0.50210894], [0.50138671, 0.50138671], [0.50089724, 0.50089724],
[0.50057125, 0.50057125], [0.50035788, 0.50035788], [0.50022062, 0.50022062], [0.50013383, 0.50013383], [0.50013383, 0.50013383], [0.50013383, 0.50013383],
[0.50089724, 0.50089724], [0.50057125, 0.50057125], [0.50035788, 0.50035788], [0.50035788, 0.50035788], [0.50035788, 0.50035788], [0.50035788, 0.50035788],
[0.50035788, 0.50035788], [0.50035788, 0.50035788], [0.50035788, 0.50035788]]