93571306c37de65eaecbf79fa77b75bfb0b1f68b,rl_coach/architectures/tensorflow_components/middlewares/middleware.py,Middleware,__init__,#Middleware#,31

Before Change

        if isinstance(self.scheme, MiddlewareScheme):
            self.layers_params = copy.copy(self.schemes[self.scheme])
        else:
            self.layers_params = copy.copy(self.scheme)

        // we allow adding batchnorm, dropout or activation functions after each layer.
        // The motivation is to simplify the transition between a network with batchnorm and a network without
        // batchnorm to a single flag (the same applies to activation function and dropout)

After Change

        else:
            // if scheme is specified directly, convert to TF layer if it"s not a callable object
            // NOTE: if layer object is callable, it must return a TF tensor when invoked
            self.layers_params = [convert_layer(l) for l in copy.copy(self.scheme)]

        // we allow adding batchnorm, dropout or activation functions after each layer.
        // The motivation is to simplify the transition between a network with batchnorm and a network without

Instances