# Performance And Quality

- Scene: `kilauea_year_e2e_pack_fast_stage2_20260428`
- Total seconds: `53.18527537502814`
- MLX stage-2 seconds: `17.531166333996225`
- Stage-4 seconds: `13.671698125021067`
- Geocode seconds: `4.006110874994192`
- Stage-2 RMSE before/after: `nan` / `69.50310755747616`
- Stage-2 quality method: `streaming_sampled`
- Stage-2 quality sample stride: `16`
- Stage-2 geometry projected rows: `180000` / `760617`
- Stage-2 geometry project/total seconds: `1.8258823750074953` / `2.63171708304435`
- Stage-2 TOPS writer mode: `fused_dense_mlx`
- Stage-2 TOPS writer shift seconds: `7.488748044008389`
- Stage-2 TOPS writer deramp/reramp seconds: `0.6868033319478855` / `0.0`
- Stage-4 phase mean/max abs rad: `0.006313641555607319` / `3.118969440460205`
- Geocoded phase mean/max abs rad: `0.0063383569940924644` / `3.1301016807556152`