Method reset_parameters

gridencoder/grid.py:138–140

(self)

        self.reset_parameters()
    
    def reset_parameters(self):
        std = 1e-4
        self.embeddings.data.uniform_(-std, std)

    def __repr__(self):
        return f"GridEncoder: input_dim={self.input_dim} num_levels={self.num_levels} level_dim={self.level_dim} resolution={self.base_resolution} -> {int(round(self.base_resolution * self.per_level_scale ** (self.num_levels - 1)))} per_level_scale={self.per_level_scale:.4f} params={tuple(self.embeddings.shape)} gridtype={self.gridtype} align_corners={self.align_corners} interpolation={self.interpolation}"