Understanding Data Types in AI and HPC: Int8, FP8, FP16, BF16, BF32, FP32, TF32, FP64, and Hardware Accelerators

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InfrastructureTechnology

In the domains of Artificial Intelligence (AI) and High-Performance Computing (HPC), the proficient management of data types such as Int8, FP8, FP16, BF16, BF32, FP32, TF32, and FP64 is essential for performance optimisation. The advancement of contemporary hardware accelerators like as NVIDIA H100, Intel Gaudi3, and AMD MI300 has markedly enhanced the processing of these […]

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Leveraging AI for Enhancing ASD Diagnosis and Therapies – Insights from My Dissertation

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Informational

Introduction Autism Spectrum Disorder (ASD) is a multifaceted neurodevelopmental condition marked by a diverse array of symptoms and degrees of severity, impacting communication, behaviour, and social interactions. Diagnosing ASD typically entails a protracted and intricate procedure, characterised by considerable delays that may affect the individual’s developmental progression. Likewise, the accessibility and efficacy of existing therapeutic […]

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The Challenges of Decentralized IT Platforms in the NHS and the Role of AI in Transforming Healthcare

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InformationalInfrastructureSecuritySocietyTechnology

The National Health Service (NHS) has been a fundamental pillar of healthcare in the UK, offering cost-free medical services to millions of residents based on their immediate requirements. Nevertheless, the NHS encounters a multitude of obstacles, a significant number of which are worsened by its dependence on a decentralised information technology (IT) framework. The absence […]

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Harnessing the Power of VMware’s Private AI on Intel: Enhancing Data Security, Privacy, and Virtualising AI Workloads

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FutureGeneralHealthcareHuman ResourcesInformationalInfrastructureRecruitmentSecuritySocietyTechnology

As artificial intelligence (AI) continues to transform workplace applications, the requirement for strong, secure, and efficient infrastructure becomes more and more crucial. VMware’s Private AI on Intel provides a compelling solution that enables the utilisation of AI in mainstream infrastructure. It focuses on ensuring data protection, privacy, and the smooth integration of AI workloads with […]

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