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• Vercel Connect adds managed Stripe API keys

  Vercel Connect, a platform for deploying and managing applications, has introduced a new feature that allows users to create managed Stripe API keys. This feature, available when setting up a Stripe connector, generates a key in the user's Stripe account with specific permissions, enhancing security and flexibility for developers working with Stripe integrations.

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• Scaling NVIDIA TensorRT Performance Optimization Beyond a Single Build Route with the Global Performance Tuner, Part 1

  ### Briefing #### Scaling NVIDIA TensorRT Performance Optimization Beyond a Single Build Route with the Global Performance Tuner, Part 1 Deploying a trained neural network involves more than translating each operator into a GPU kernel. For example, when NVIDIA TensorRT builds an engine, it makes interdependent decisions about graph-IR transformations, fusion, implementation selection, memory placement, and quantization. Different scheduling choices can preserve model semantics yet produce very different inferenc…

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• Scaling NVIDIA TensorRT Performance Optimization Beyond a Single Build Route with the Global Performance Tuner, Part 2

  NVIDIA TensorRT's Global Performance Tuner optimizes performance by tuning compiler knobs for different models, allowing for alternative scheduling strategies. This feature exposes meaningful scheduling alternatives and measures their end-to-end performance, searching for the best solution. It requires building both candidate engines and comparing results, with tunable knobs controlling aspects of the compilation pipeline. The compact API surface in TensorRT’s trtexec provides access to apply and inspect build rou…

  10 min read