inference (Page 5)

Achieve up to ~2x higher throughput while reducing costs by up to ~50% for generative AI inference on Amazon SageMaker with the new inference optimization toolkit – Part 2 | Amazon Web Services

As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers are seeking ways to scale their generative AI operations or integrate generative AI models into existing workflows. Model optimization has emerged as a crucial step, allowing organizations to balance cost-effectiveness and responsiveness, improving productivity. However, price-performance requirements varyContinue Reading

Accelerated PyTorch inference with torch.compile on AWS Graviton processors | Amazon Web Services

In: Artificial Intelligence

Originally PyTorch used an eager mode where each PyTorch operation that forms the model is run independently as soon as it’s reached. PyTorch 2.0 introduced torch.compile to speed up PyTorch code over the default eager mode. In contrast to eager mode, the torch.compile pre-compiles the entire model into a single graph inContinue Reading

Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3 | Amazon Web Services

In: Artificial Intelligence

This is a guest post co-written with Ratnesh Jamidar and Vinayak Trivedi from Sprinklr. Sprinklr’s mission is to unify silos, technology, and teams across large, complex companies. To achieve this, we provide four product suites, Sprinklr Service, Sprinklr Insights, Sprinklr Marketing, and Sprinklr Social, as well as several self-serve offerings.Continue Reading

inference (Page 5)

Achieve up to ~2x higher throughput while reducing costs by up to ~50% for generative AI inference on Amazon SageMaker with the new inference optimization toolkit – Part 2 | Amazon Web Services

Accelerated PyTorch inference with torch.compile on AWS Graviton processors | Amazon Web Services

Sprinklr improves performance by 20% and reduces cost by 25% for machine learning inference on AWS Graviton3 | Amazon Web Services

A star exploded twice — First-ever image reveals its cosmic fingerprint

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