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Mlir

All articles tagged with #mlir

technology19 days ago

LLVM: The Open-Source Engine Powering Today’s Tech Stack

Funded starting in 2000 by the NSF, LLVM grew from an academic project into a foundational open-source compiler infrastructure that underpins Apple’s shift to Clang, Google/Meta data centers, ARM/Intel toolchains, and major platforms from PlayStation to WebAssembly. Its modular IR and pass pipeline enable persistent, offline, and JIT optimizations across languages with SSA form, supporting whole-program compilation and runtime profiling. This flexibility has accelerated software across mobile, cloud, desktop, gaming, HPC, and AI, while fueling education and research and spawning derivative projects like MLIR and related toolchains.

technology2 years ago

AMD's AI-Powered Ryzen Chips Set to Revolutionize PC Performance

AMD is set to release a Unified AI Software Stack by the end of the year, aiming to optimize AI workloads across CPUs, GPUs, and NPUs. This stack will utilize MLIR for intermediate representation and is expected to enhance AI workload management and developer experience. While details are still emerging, the stack promises to integrate with existing AMD software like ROCm and could potentially support non-AMD products.