The decision tree is validated on an AMD Alveo™ U250 card. The hardware resources utilization of two kernels are listed in the table above with its own configuration. This is for the demonstration as configured by default (one engine in one slr). You can configure the number of engines in a build.
| Name | LUT | LUTAsMem | REG | BRAM | URAM | DSP |
|
247,310 | 67,037 | 316,694 | 202 | 173 | 31 |
| 57.25% | 33.90% | 36.65% | 29.99% | 54.06% | 1.01% | |
| DecisionRegression (16x448 at 228 MHz) | 243,202 | 46,005 | 274,056 | 210 | 110 | 154 |
| 56.30% | 23.26% | 31.72% | 31.25% | 34.38% | 5.01% |