NVIDIA's latest advancements in parallelism techniques enhance Llama 3.1 405B throughput by 1.5x, using NVIDIA H200 Tensor Core GPUs and NVLink Switch, improving AI inference performance. The rapid ...
The Symbolic Tensor Graph is a generator for Chakra Execution Trace (ET) files. This tool is designed to generate synthetic workload traces for use in parallel strategy exploration without gathering ...
The Symbolic Tensor Graph is a generator for Chakra Execution Trace (ET) files. This tool is designed to generate synthetic workload traces for use in parallel strategy exploration without gathering ...
Abstract: Sparse tensor contraction (SpTC) is an important operator in tensor networks ... index accesses and uses a bitmap to store the distribution of non-zero elements in a block to reduce the ...
GPUs are essential for training and running AI models; they contain thousands of cores that work in parallel to quickly perform the linear algebra equations scaffolding the models. The appetite ...