(self, w0=20)

(self)

(a_dict)

(in_dict, model, max_chunk_size=1024, progress=None)

(pred_img, gt_img, writer, iter, prefix)

(layer_type, w0=30)

(self)

(array_2d, mode='log', ax=None)

(x)

( self, hidden_size, out_size, n_layers, weight_scale, bias=True, output_act=False )

(model, layer_ind, render_coords, sdf_values, hash_ind)

(scene, config, checkpoint, outdir, res, scale, chunk_size=10000, return_all=False, val_idx=None)

(self)

(use_original=False, plot_fit=True)

(out_dict, num_rays_to_visu=10, xlim=(0, 6))

(in_dict, model, chunk_size, return_all=False)

(self)

(in_dict, num_views)

(self, pointcloud_path, num_samples=30**3, coarse_scale=1e-1, fine_scale=1e-3)

(self)

(self)

(model, layer_ind, render_coords, sdf_values, hash_ind, threshold=0.003)

(path)

(xyz_coord, res)

(pil_img, crop_width, crop_height)

(pil_img)

(tensor, dim=-2)

(adaptive=True)

(ckpt_path, model_name, N=512, model_type='bacon', hidden_layers=8, hidden_size=256, output_l

(ckpt_path, model_name, N=512, model_type='bacon', hidden_layers=8, hidden_size=256, output_l

()

(self, input_dict)

(model, N, return_sdf=False, num_outputs=4, model_name='model')

(model, model_name)

(self, idx)

(xyz_file, N)

(self, range, sampling_density)

(self)

(opt)

()

(opt, res, scale)

(self, s, meta, testskip)

(self, pointcloud_path)

(opt, checkpoint)

(it, num_steps=1e6, nw=2500, lr0=1e-3, lrn=5e-6, lambdaw=0.01)

()

()

()

()

(self, coords)

(coords, scaling=0.9)

(self, coords)

(self, theta, phi, radius)

(res, num_scales)

(it, num_steps=1e6, lr0=1e-3, lrn=1e-4)

(in_dict, model, scale, chunk_size)

(opt, models, dataset, chunk_size, in_dict, meta_dict, gt_dict, scale, retur

(self, phi)

(self, theta)

(self)

(opt, model)

(opt, model)

(xyz_prev, next_res)

()

()

()

(validation=True)

(self, t)

(coords, radius, L=8)

(self)

(self)

(self, exc_type, exc_val, exc_tb)

(self, exc_type, exc_val, exc_tb)

(self, idx)

(self, idx)

(self, idx)

(self, item)

(self, idx)

(self, idx)