NVIDIA cuDSS is an optimized, first-generation GPU-accelerated Direct Sparse Solver library for solving linear systems with sparse matrices. Direct Sparse Solvers are an important part of numerical computing as they provide a general robust way of solving large linear systems without and are capable of taking advantage of both high compute throughput and memory bandwidth of the GPUs.