In the current implementation of cyclegan, changing the window_size might not successfully work since units the layers are independent.
For example the encoder layer is defined as:
"layers_encoder": {
"type": "list",
"default": [
{
"class": "keras.layers.Bidirectional",
"parameters": {
"layer": {
"class": "keras.layers.LSTM",
"parameters": {
"units": 100,
"return_sequences": true
}
}
}
},
{
"class": "keras.layers.Flatten",
"parameters": {}
},
{
"class": "keras.layers.Dense",
"parameters": {
"units": 20
}
},
{
"class": "keras.layers.Reshape",
"parameters": {
"target_shape": "encoder_reshape_shape"
}
}
]
}
In this case, the units of the LSTM layers should equal to the input size (window_size).
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