on</a></h3>
        Inputs<br>
        Outputs<br>

        <p>Implement network creation and and its training in this function. The input and output tensors are in available in self.inputs.
        self.inputs[0] has the downsampled, preprocessed and augmented images as B x H//s x W//s x C, where s is the downsample factor.
        self.inputs[1] has the landmark positions as B x N x 2
        self.inputs[2] has information about the movie number, frame number and trx number as B x 3
        self.inputs[3]