Customize Consent Preferences

We use cookies to help you navigate efficiently and perform certain functions. You will find detailed information about all cookies under each consent category below.

The cookies that are categorized as "Necessary" are stored on your browser as they are essential for enabling the basic functionalities of the site. ... 

Always Active

Necessary cookies are required to enable the basic features of this site, such as providing secure log-in or adjusting your consent preferences. These cookies do not store any personally identifiable data.

No cookies to display.

Functional cookies help perform certain functionalities like sharing the content of the website on social media platforms, collecting feedback, and other third-party features.

No cookies to display.

Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics such as the number of visitors, bounce rate, traffic source, etc.

No cookies to display.

Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.

No cookies to display.

Advertisement cookies are used to provide visitors with customized advertisements based on the pages you visited previously and to analyze the effectiveness of the ad campaigns.

No cookies to display.

Research Notes

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.

Read More »

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.

Read More »

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.

Read More »

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.

Read More »

Research Note: Databricks DBRX LLM

Databricks launched DBRX, a new open, general-purpose Large Language Model (LLM) that sets a new benchmark for performance and efficiency.

DBRX surpasses the capabilities of existing models like GPT-3.5 while also demonstrating competitive performance with closed models such as Gemini 1.0 Pro, making it a formidable player in general-purpose applications and specialized coding tasks.

Read More »