COMMUNITY . ARM . COM {
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Title:
KleidiAI: Helping AI Frameworks Elevate Their Performance On Arm CPUs - AI blog - Arm Community blogs - Arm Community
Description:
Learn all about Arm KleidiAI, an open-source library for accelerating AI performance on any AI framework. KleidiAI is designed for easily integrating optimized routines for Arm CPUs.
Website Age:
30 years and 4 months (reg. 1995-02-07).
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Keywords {🔍}
arm, blog, kleidiai, microkernels, microkernel, cpus, library, performance, framework, developers, llm, matrix, blogs, design, software, project, gemma, routines, guide, winograd, multiplication, output, folder, frameworks, functions, integer, bit, optimized, operations, transform, imm, variants, community, architectures, computex, cortexa, elevate, gian, marco, key, provide, opensource, model, assistant, running, make, learning, optimization, feedback, post,
Topics {✒️}
arm cortex-a715 cpus yellow teaming methodology deliver high-quality code build ai responsibly term micro-kernel highlights file micro-kernel dependency virtual assistant powered key llm micro-kernels micro-kernel variants share find micro-kernels optimized ai framework developers winograd algorithm enhancing gemma llm' advancing ai capabilities ai-optimized routines optimized performance-critical routines enabling framework developers micro-kernels kleidiai proudly unveiled kleidiai elevate artificial intelligence micro-kernel variant framework developers integrate micro-kernels effortlessly channel quantization held common header file immersive dev environments neoverse-n2 cpus short-term success open-source library called micro-kernels fine-grained optimization arm® architectures exciting learning journey computer vision framework gemma llm arm kleidiai senior engineers ai framework ai frameworks blog post arm cpus arm® cpus output tensor entire output framework developers optimize llama micro-kernel micro-kernels computex 2024 invite developers
Questions {❓}
- Are you curious how we achieved this?
- However, why are the preceding operations not called kernels or functions instead?
- While consistency is a critical factor for ease of adoption, what other measures have we taken to help our framework developers integrate our micro-kernels effortlessly?
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