{ "model": ["SnerfFast", { "color": "rgb", "sampler": { "n_samples": 32 }, "encoder_x": ["Freq", { "freqs": 6, "cat_input": true }], "num_fields": 2, "field": { "shape": [4, 256], "skips": [] } }], "train": ["Trainer", { "max_epochs": 20, "opti": ["Adam", { "lr": 5e-4 }], "loss": { "Color_L2": "mse_loss(color, gt_color)", "Density_Reg": ["cauchy_loss(densities)", {"s": 4}] } }] }