models.py [285:293]:
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            init_res_weight(weights, 'res_1', 3, self.dim_hidden, self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_2', 3, self.dim_hidden, self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_3', 3, self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_4', 3, 2*self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_5', 3, 2*self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_6', 3, 2*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_7', 3, 4*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_8', 3, 4*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_fc_weight(weights, 'fc5', 4*self.dim_hidden , 1, spec_norm=False)
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models.py [375:383]:
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            init_res_weight(weights, 'res_1', 3, self.dim_hidden, self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_2', 3, self.dim_hidden, self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_3', 3, self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_4', 3, 2*self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_5', 3, 2*self.dim_hidden, 2*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_6', 3, 2*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_7', 3, 4*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_res_weight(weights, 'res_8', 3, 4*self.dim_hidden, 4*self.dim_hidden, classes=classes)
            init_fc_weight(weights, 'fc5', 4*self.dim_hidden , 1, spec_norm=False)
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