MLX SAR Visual QA
Shift Grid Diagnostics: kilauea_year_e2e_pack_fast_stage2_20260428
Oracle, MLX-generated products, differences, timing and quality gates share one evidence layout.
Summary
These diagnostics compare the MLX-produced stage-2 shift grids against GMTSAR's raw-stage oracle grids. The MLX dense grids are sampled to the oracle grid shape before delta metrics are computed.
| r.grd mean abs | 0.116897 |
|---|---|
| r.grd RMSE | 0.205245 |
| r.grd p95 abs | 0.518092 |
| r.grd max abs | 0.713823 |
| a.grd mean abs | 0.00500131 |
| a.grd RMSE | 0.008775 |
| a.grd p95 abs | 0.0221462 |
| a.grd max abs | 0.0304327 |
Shift Grid Comparisons
range shift r.grd


| shape_match | True |
|---|---|
| count | 2592144 |
| total | 2592144 |
| mean_abs | 0.116897 |
| rmse | 0.205245 |
| p95_abs | 0.518092 |
| max_abs | 0.713823 |
| oracle_shape | 1692, 1532 |
| candidate_shape | 1692, 1532 |
| oracle_metadata | {'west': 0.0, 'east': 24516.0, 'south': 0.0, 'north': 13540.0, 'z_min': -11.360464096069336, 'z_max': -9.788533210754395, 'x_inc': 16.002610966057, 'y_inc': 8.002364066194, 'nx': 1532, 'ny': 1692, 'registration': 1, 'grid_type': 0} |
| candidate_metadata | {'west': 0.0, 'east': 24516.0, 'south': 0.0, 'north': 13540.0, 'z_min': -11.116573333740234, 'z_max': -9.632065773010254, 'x_inc': 16.002610966057, 'y_inc': 8.002364066195, 'nx': 1532, 'ny': 1692, 'registration': 1, 'grid_type': 0} |
| burst_rows | {'burst 1 mean delta': 0.02503891848027706, 'burst 1 mean abs delta': 0.025514334440231323, 'burst 1 p95 abs delta': 0.08625616878271103, 'burst 2 mean delta': 0.001073635183274746, 'burst 2 mean abs delta': 0.00713007478043437, 'burst 2 p95 abs delta': 0.029129838570952415, 'burst 3 mean delta': -0.004466792102903128, 'burst 3 mean abs delta': 0.022577686235308647, 'burst 3 p95 abs delta': 0.08480572700500488, 'burst 4 mean delta': -0.011454444378614426, 'burst 4 mean abs delta': 0.020136337727308273, 'burst 4 p95 abs delta': 0.11481241881847382, 'burst 5 mean delta': -0.012804703786969185, 'burst 5 mean abs delta': 0.01722206361591816, 'burst 5 p95 abs delta': 0.08309173583984375, 'burst 6 mean delta': 0.0037487363442778587, 'burst 6 mean abs delta': 0.030299503356218338, 'burst 6 p95 abs delta': 0.088861845433712, 'burst 7 mean delta': 0.04534377157688141, 'burst 7 mean abs delta': 0.057594913989305496, 'burst 7 p95 abs delta': 0.10303497314453125, 'burst 8 mean delta': 0.14987459778785706, 'burst 8 mean abs delta': 0.14998386800289154, 'burst 8 p95 abs delta': 0.26591038703918457, 'burst 9 mean delta': 0.3062669038772583, 'burst 9 mean abs delta': 0.3062669038772583, 'burst 9 p95 abs delta': 0.42149853706359863, 'burst 10 mean delta': 0.5131566524505615, 'burst 10 mean abs delta': 0.5131566524505615, 'burst 10 p95 abs delta': 0.6652863025665283} |
azimuth shift a.grd


| shape_match | True |
|---|---|
| count | 2592144 |
| total | 2592144 |
| mean_abs | 0.00500131 |
| rmse | 0.008775 |
| p95_abs | 0.0221462 |
| max_abs | 0.0304327 |
| oracle_shape | 1692, 1532 |
| candidate_shape | 1692, 1532 |
| oracle_metadata | {'west': 0.0, 'east': 24516.0, 'south': 0.0, 'north': 13540.0, 'z_min': 10.2599458694458, 'z_max': 10.374272346496582, 'x_inc': 16.002610966057, 'y_inc': 8.002364066194, 'nx': 1532, 'ny': 1692, 'registration': 1, 'grid_type': 0} |
| candidate_metadata | {'west': 0.0, 'east': 24516.0, 'south': 0.0, 'north': 13540.0, 'z_min': 10.263148307800293, 'z_max': 10.398881912231445, 'x_inc': 16.002610966057, 'y_inc': 8.002364066195, 'nx': 1532, 'ny': 1692, 'registration': 1, 'grid_type': 0} |
| burst_rows | {'burst 1 mean delta': 0.0010210239561274648, 'burst 1 mean abs delta': 0.0010571539169177413, 'burst 1 p95 abs delta': 0.0036640167236328125, 'burst 2 mean delta': -1.7674137779977173e-05, 'burst 2 mean abs delta': 0.0003081571776419878, 'burst 2 p95 abs delta': 0.0012006759643554688, 'burst 3 mean delta': -0.0002126066101482138, 'burst 3 mean abs delta': 0.0009417647961527109, 'burst 3 p95 abs delta': 0.0035715103149414062, 'burst 4 mean delta': -0.0005494659417308867, 'burst 4 mean abs delta': 0.0008561894064769149, 'burst 4 p95 abs delta': 0.004878997802734375, 'burst 5 mean delta': -0.0006153197027742863, 'burst 5 mean abs delta': 0.0007553054019808769, 'burst 5 p95 abs delta': 0.0035593509674072266, 'burst 6 mean delta': 0.0001762379106367007, 'burst 6 mean abs delta': 0.0012886276235803962, 'burst 6 p95 abs delta': 0.0037412643432617188, 'burst 7 mean delta': 0.0020181371364742517, 'burst 7 mean abs delta': 0.002501285169273615, 'burst 7 p95 abs delta': 0.00444793701171875, 'burst 8 mean delta': 0.0064482069574296474, 'burst 8 mean abs delta': 0.006451142951846123, 'burst 8 p95 abs delta': 0.011343002319335938, 'burst 9 mean delta': 0.013110379688441753, 'burst 9 mean abs delta': 0.013110379688441753, 'burst 9 p95 abs delta': 0.01803112030029297, 'burst 10 mean delta': 0.02193005383014679, 'burst 10 mean abs delta': 0.02193005383014679, 'burst 10 p95 abs delta': 0.0283815860748291} |