CPU: AMD Ryzen 5 1600
Cores: 12
GPU: GeForce RTX 3060
RAM: 32GB
hillshade.Hillshade.time_hillshade
| nx | numpy | cupy | rtxpy |
|---|---|---|---|
| 100 | 564±9μs | 1.33±0.07ms | 6.76±0.2ms |
| 300 | 2.70±0.1ms | 1.30±0.04ms | 9.36±0.8ms |
| 1000 | 38.0±2ms | 1.56±0.06ms | 26.6±2ms |
| 3000 | 352±30ms | 2.13±1ms | 172±1ms |
polygonize.Polygonize.time_polygonize
| nx | numpy | geopandas | spatialpandas | rasterio-geopandas |
|---|---|---|---|---|
| 100 | 3.74±0.8ms | failed | failed | failed |
| 300 | 42.7±0.4ms | failed | failed | failed |
| 1000 | 492±4ms | failed | failed | failed |
slope.Slope.time_slope
| nx | numpy | cupy |
|---|---|---|
| 100 | 784±50μs | 2.70±0.06ms |
| 300 | 1.83±0.1ms | 2.61±0.1ms |
| 1000 | 17.9±0.2ms | 2.70±0.08ms |
| 3000 | 171±1ms | 4.61±1ms |
| 10000 | 1.62±0.02s | 105±100ms |
viewshed.Viewshed.time_viewshed
| nx | numpy | rtxpy |
|---|---|---|
| 100 | 7.24±0.01ms | 8.18±0.2ms |
| 300 | 53.1±0.3ms | 10.4±0.2ms |
| 1000 | 657±0.07ms | 27.1±0.3ms |
| 3000 | 7.24±0.04s | 170±1ms |