Function get_embedder

run_nerf_helpers.py:53–68

(multires, i=0)

def get_embedder(multires, i=0):
    if i == -1:
        return nn.Identity(), 3
    
    embed_kwargs = {
                'include_input' : True,
                'input_dims' : 3,
                'max_freq_log2' : multires-1,
                'num_freqs' : multires,
                'log_sampling' : True,
                'periodic_fns' : [torch.sin, torch.cos],
    }
    
    embedder_obj = Embedder(**embed_kwargs)
    embed = lambda x, eo=embedder_obj : eo.embed(x)
    return embed, embedder_obj.out_dim


# Model