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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Why Enterprises Are Moving Workloads Back to On-Premise Private Cloud for Next-Gen AI

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Technology

There has been a clear trend in enterprise IT strategies in recent years, as firms are progressively moving workloads from the public cloud back to on-premise private clouds. The phenomenon known as “cloud repatriation” is particularly noticeable when it comes to advanced workloads such as artificial intelligence (AI) and machine learning (ML). In these cases, […]

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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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Navigating the AI Deployment Dilemma: How Intel’s AMX Accelerator Eases the Journey

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HealthcareInformationalInfrastructureTechnology

Artificial Intelligence (AI) has emerged as a fundamental element of contemporary technological progress, presenting unparalleled prospects for innovation across all sectors. The possibilities of AI is extensive, ranging from improving customer interactions with chatbots to optimising supply chains with predictive analytics. Nevertheless, numerous organisations encounter difficulties while attempting to harness the power of AI. Companies […]

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