NVIDIA NVSHMEM is an NVIDIA based “shared memory” library that provides an easy-to-use CPU-side interface to allocate pinned memory that is symmetrically distributed across a cluster of NVIDIA GPUs. These release notes describe the key features, software enhancements and improvements, and known issues for NVSHMEM 2.1.2.