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Weights & Biases Unveils Integrations with NVIDIA AI
Sunday, April 16, 2023
Enhancements accelerate machine learning adoption for the enterprise, unlocking new use cases
SAN FRANCISCO, March 22, 2023 /PRNewswire/ -- Weights & Biases today announced integrations and validations with NVIDIA AI. The integrations will enable organizations adopting NVIDIA AI Enterprise, the software layer of the NVIDIA AI platform, to take advantage of the Weights & Biases MLOps platform to accelerate deep learning workloads across computer vision, natural language processing, and generative AI.
"Weights & Biases' goal is to streamline the workflow for all ML practitioners," said Seann Gardiner, VP Business Development & International at Weights & Biases. "The integrations we've built in collaboration with NVIDIA will accelerate organizations of all sizes to develop and adopt AI to transform their offerings and operations."
The integrations introduced today include:
-- Validation for NVIDIA AI Enterprise - The software layer of the NVIDIA
AI platform, NVIDIA AI Enterprise accelerates the data science pipeline
and streamlines development of production AI. NVIDIA AI Enterprise
includes the full AI software stack from NVIDIA, including MONAI, TAO
Toolkit, and over 50 pretrained models and frameworks. With NVIDIA
Enterprise Support included and available everywhere, enterprises have
the flexibility to run their NVIDIA AI-enabled solutions across the
cloud, data center, and edge for a true develop-once-and-deploy-anywhere
experience. The Weights & Biases platform has been validated with NVIDIA
AI Enterprise, ensuring users that Weights & Biases can track all of the
model metrics, system metrics, and model artifacts for machine learning
workloads trained with NVIDIA AI Enterprise.
-- Integration with MONAI, NVIDIA AI Enterprise - Weights & Biases now
supports MONAI, a PyTorch-based and domain-specific framework for
building medical imaging AI, co-developed by NVIDIA. The integrated
offering is available with NVIDIA AI Enterprise, NVIDIA's
enterprise-focused and supported distribution of MONAI. Users can
leverage Weights & Biases MLOps platform to accelerate the development
of computer vision models for healthcare-focused image segmentation.
-- Integration with NVIDIA TAO Toolkit, NVIDIA AI Enterprise - Developing
production-quality vision AI applications is challenging and often out
of reach for many organizations. Included in NVIDIA AI Enterprise is TAO
Toolkit, a low-code AI toolkit that provides organizations with
pretrained algorithms and a simple interface to fine-tune AI models with
custom datasets. TAO Toolkit users can now track their experiments with
the Weights & Biases platform, providing visibility into how the model
is converging and performing.
"Enterprises across industries are adopting artificial intelligence to provide customers with the leading performance of today's AI-powered applications," said Anne Hecht, Senior Director of AI Software at NVIDIA. "NVIDIA AI Enterprise combined with Weights & Biases MLOps software gives enterprises an ideal platform for developing and deploying transformative AI."
About Weights & Biases
Weights & Biases is the leading developer-first MLOps platform that provides enterprise-grade, end-to-end MLOps workflow to accelerate ML activities. Used by top ML practitioners including teams at NVIDIA, OpenAI, Lyft, Blue River Technology, Toyota, and MILA, Weights & Biases is part of the new standard of best practices for machine learning.
Contact:
PR@wandb.com
View original content to download multimedia:https://www.prnewswire.com/news-releases/weights--biases-unveils-integrations-with-nvidia-ai-301778052.html
SOURCE Weights & Biases
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