For representing the resource utilization in each benchmark, we separate the overall utilization into 2 parts, where P stands for the resource usage in platform, that is those instantiated in static region of the FPGA card, as well as K represents those used in kernels (dynamic region). The input is matrix, and the target device is set to Alveo U250.
| Architecture | Matrix_Size | Unroll | Latency(s) | Timing | LUT(P/K) | BRAM(P/K) | URAM(P/K) | DSP(P/K) |
|---|---|---|---|---|---|---|---|---|
| GESVDJ (U250) | 512x512 | 16 | 25.94 | 300MHz | 108.1K/21.1K | 178/127 | 0/20 | 4/2 |
| GESVJ (U250) | 512x512 | 8 | 1.811 | 280MHz | 101.7K/101.5K | 165/387 | 0/112 | 4/3 |
| GTSV (U250) | 512x512 | 16 | 3.484 | 275MHz | 101.7K/160.5K | 165/523.5 | 0/110 | 4/6 |
These are details for benchmark result and usage steps.