Create config.json
Browse files- config.json +44 -0
config.json
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{
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"model_type": "custom_audio_cnn",
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"architectures": ["AudioClassifier"],
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"input_channels": 1,
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"conv_layers": [
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{
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"in_channels": 1,
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"out_channels": 32,
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"kernel_size": 3,
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"stride": 1,
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"padding": 1
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},
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{
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"in_channels": 32,
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"out_channels": 64,
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"kernel_size": 3,
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"stride": 1,
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"padding": 1
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}
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],
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"pooling_layers": [
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{
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"kernel_size": 2,
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"stride": 2
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},
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{
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"kernel_size": 2,
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"stride": 2
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}
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],
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"fc_layers": [
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{
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"in_features": 1763968, // Adjust this based on your actual input size
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"out_features": 128
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},
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{
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"in_features": 128,
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"out_features": 1
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}
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],
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"dropout_rate": 0.25,
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"activation_function": "relu",
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"output_size": 1
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}
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