At CES, NVIDIA shared that SDXL Turbo, LCM-LoRA, and Stable Video Diffusion are all being accelerated by NVIDIA TensorRT. These enhancements allow GeForce RTX GPU owners to generate images in real-time and save minutes generating videos, vastly improving workflows. SDXL Turbo achieves state-of-the-art performance with a new distillation technology, enabling single-step image…
]]>Vision Transformers (ViTs) are taking computer vision by storm, offering incredible accuracy, robust solutions for challenging real-world scenarios, and improved generalizability. The algorithms are playing a pivotal role in boosting computer vision applications and NVIDIA is making it easy to integrate ViTs into your applications using NVIDIA TAO Toolkit and NVIDIA L4 GPUs.
]]>This post is part of a series about optimizing end-to-end AI. The performance of AI models is heavily influenced by the precision of the computational resources being used. Lower precision can lead to faster processing speeds and reduced memory usage, while higher precision can contribute to more accurate results. Finding the right balance between precision and performance is crucial for…
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