Profiling - 2023.2 English

Vitis Libraries

Release Date
2023-12-20
Version
2023.2 English

For decision tree classification predict,

The hardware resources for Decision Tree with max tree depth 16:

Engines SRL URAM FF LUT clock period(ns)
Decision Tree Predict 61620 17 68681 81673 2.900

The hardware resources for Decision Tree with max tree depth 20:

Engines SRL URAM FF LUT clock period(ns)
Decision Tree Predict 78052 21 85734 102923 2.937

For decision tree regression predict,

The hardware resources for Decision Tree with max tree depth 10:

Engines SRL URAM FF LUT clock period(ns)
Decision Tree Predict 18504 11 42994 31031 3.844

The correctness of Decision Tree Predict is verified by comparing results with Decision Tree predict results of Spark mllib.