The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode (MGMN) communication primitives optimized for NVIDIA GPUs and networking.... The NVIDIA Collective Communications Library (NCCL)...
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Understanding PTX, the Assembly Language of CUDA GPU Computing
Parallel thread execution (PTX) is a virtual machine instruction set architecture that has been part of CUDA from its beginning. You can think of PTX...
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Lightweight, Multimodal, Multilingual Gemma 3 Models Are Streamlined for Performance
Building AI systems with foundation models requires a delicate balancing of resources such as memory, latency, storage, compute, and more. One size does not fit......
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Efficient ETL with Polars and Apache Spark on NVIDIA Grace CPU
The NVIDIA Grace CPU Superchip delivers outstanding performance and best-in-class energy efficiency for CPU workloads in the data center and in the cloud. The... The...