Current Implementation Details

Here we will document the existing codebase and relate it back to the original TensoRF paper.

Paper Discussion

Code structure

Code profiling

These two following profiling reports were generated with the built-in python profiler cProfiler and gprof2dot for the graph visualizations.

Training on the nerf-synthetic lego dataset for 3000 iterations then rendering 200 new frames.

Training on the nerf-synthetic lego dataset for 3000 iterations with GPU synchronization