Research Notes

Research Note: Dell APEX Files for Microsoft Azure

Dell recently introduced its new APEX File Storage for Microsoft Azure, designed to enhance businesses’ multi-cloud capabilities. The new solution integrates Dell PowerScale OneFS, its high-performance storage system, into the Azure cloud, allowing customers to manage and consolidate data efficiently, reduce costs, and improve data security and protection. It also utilizes Azure’s AI tools to provide quicker insights.

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Research Note: Intel Gaudi 3

Intel announced its long-anticipated new Intel Gaudi 3 AI accelerator at its Intel Vision event. The new accelerator offers significant improvements over the previous generation Gaudi 3 processor and promises to challenge Nvidia’s current generation accelerators in training and inference for LLMs and multimodal models.

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Research Note; Arm Ethos U-65 microNPU

Arm introduced its new Ethos-U65 microNPU (Neural Processing Unit). This state-of-the-art AI accelerator facilitates machine learning (ML) inference in many embedded systems and high-performance devices.

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Research Note: AMD Versal Edge Series Gen 2

AMD expands its Versal portfolio with the introduction of its Versal AI Edge Series Gen 2 and Versal Prime Series Gen 2 adaptive SoCs. These next-generation solutions cater to the increasing demands for AI-driven and classic embedded systems, providing a balanced mix of performance, power efficiency, functional safety, and security within a single chip.

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Research Note: MLPerf Inference 4.0 Results

MLCommons released the results of its MLPerf Inference v4.0 benchmarks, which introduced two new workloads, Llama 2 and Stable Diffusion XL.
Since its inception in 2018, MLPerf has established itself as a crucial benchmark in the accelerator market. The benchmarks offer detailed comparisons across a variety of system configurations for specific use cases.

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