Vitis HPC Libraray 2021.2 release introduces HLS primitives, prebuild kernles and software APIs for HPC applications on FPGAs. These applications are:
- 2D Acoustic RTM (Reverse Time Migration) based on FDTD (Finite Difference Time Domain) algorithm, including forward kernel and backward kernel
- 3D Acoustic RTM based on FDTD algorithm, including forward kernel
- MLP (Mult-Layer Perceptron) and its components including common activation functions and fully connected network kernels
- PCG (Preconditioned Conjugate Gradient) solvers for both dense and sparse matrix