Optimized to meet
deep learning developers
where you are
SynapseAI Software Suite
of existing software to Habana-based deep learning processors, preserving software investments, and make it easy to build new models— for both training and deployment of the numerous and growing models defining deep learning, Generative AI and Large Language Models.
Simplified development the way you want to develop
Habana offers extensive support for data scientists, developers, and IT and Systems Administrators with its:
Habana Developer Site: featuring documentation, customer-available software, “how to” content, community Forum
Habana GitHub: providing reference models, set-up and install instructions, snapshot scripts for analysis and debug, custom kernel examples,
roadmap, and “issues” sub-site tracking to dos, bugs, feature requests and more
Habana Deep Learning Software Ecosystem
brings together leading software providers, tools and code to accelerate development of state-of-the-art deep learning models based on PyTorch, TensorFlow, PyTorch Lightning and DeepSpeed frameworks. Our collaboration with software partners such as Hugging Face enables Habana to rapidly expand its support for the latest popular models, easing your development process to enable the explosive array of deep learning applications emerging daily. Habana’s software team leverages open code, models and capabilities from trusted partners who share our focus on developing models for computer vision, natural language processing, generative AI and multi-modal applications.
Hugging Face: over 50,000 AI models and 90,000+ GitHub stars. Habana Optimum library on Hugging Face provides customers using Gaudi and Gaudi2 hardware access to the entire Hugging Face model universe. Checkout a list of Hugging Face Habana optimized models here.
Lightning: acceleration of PyTorch deep learning workloads
Deep Speed: easy-to-use deep learning optimization software that enables scale and speed with particular focus on large scale models
Cnvrg.io: MLOps support for customers implementing Habana processor solutions
Solutions focused on
Business and End-user Outcomes
Habana’s model development is focused on industries and applications where AI is proven to provide the greatest near-term business revenue and deliver rich consumer experiences.
For more information on how Habana is enabling high-value applications using computer vision, NLP, generative AI, large-language and multi-modal models, see our industry solutions >
