"AMD MI300x GPUs Outperform in Nscale Benchmark Test with GEMM tuning; Yield 7.2x Increase in Throughput and Latency Efficiency in AI Model Optimization"

Nscale Benchmarks: AMD MI300x GPUs with GEMM tuning improves throughput and latency by up to 7.2x

Introduction:In Nscale's latest technical deep dive, we explore a critical aspect of AI model optimisation: throughput benchmarking, performance tuning, and latency reduction using GEMM (General Matrix Multiplication) tuning.Maximising the performance of GPU-accelerated tasks involves more than just raw speed. Optimising GEMM ensures efficient processing, higher throughput, and the ability to handle complex models and datasets effectively.In this blog, we will explore the benchmarking of vLLM th...