3 papers
cs.AI2024
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs
Kai Yuan, Christoph Bauinger, Xiangyi Zhang +6
This paper presents a SYCL implementation of Multi-Layer Perceptrons (MLPs), which targets and is optimized for the Intel Data Center GPU Max 1550. To increase the performance, our…
cs.LG2023
Performance Optimization of Deep Learning Sparse Matrix Kernels on Intel Max Series GPU
Mohammad Zubair, Christoph Bauinger
In this paper, we focus on three sparse matrix operations that are relevant for machine learning applications, namely, the sparse-dense matrix multiplication (SPMM), the sampled de…
math.NA2021
Massively Parallelized Interpolated Factored Green Function Method
Christoph Bauinger, Oscar P. Bruno
This paper presents the first parallel implementation of the novel "Interpolated Factored Green Function" (IFGF) method introduced recently for the accelerated evaluation of discre…