AI Lab As A Service: Empowering Higher Education & Research Initiatives

AI Lab As A Service: Empowering Higher Education & Research Initiatives

Artificial Intelligence Deep Tech Computer Vision AI Generative AI HPC

In the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML), staying ahead of the curve is crucial for higher education, research, and training institutions. The Nebula Cloud Workbench offers a cutting-edge solution designed to meet the needs of these institutions, providing AI Lab as a Service with a Pay-As-You-Go (PAYG) pricing model. Let's explore how the Nebula Cloud Workbench can revolutionize your AI and deep learning initiatives.

What is Nebula Cloud Workbench for Deep Learning and AI?

The Nebula Cloud Workbench for Deep Learning and AI is a comprehensive cloud-based platform tailored for deep learning and AI projects. It comes pre-configured with the latest versions of popular deep learning frameworks, NVIDIA CUDA, cuDNN, and Intel acceleration libraries such as MKL-DNN. This powerful workbench is available in regions including Australia, India, Singapore, Europe (Stockholm, Frankfurt), and the USA.

Core Components of the Deep Learning and AI Virtual Machine:

• Deep Learning Frameworks: Includes TensorFlow, PyTorch, and MXNet, organized into Conda environments for reliable and isolated use.

• NVIDIA Software: Comprises NVIDIA GPU Driver, CUDA Toolkit, cuDNN, NCCL, and Fabric Manager.

• Containerization Platforms: Supports Docker and NVIDIA-Docker for GPU-accelerated containers.

• Intel Performance Libraries: Incorporates Intel MKL-DNN.

• Popular Tools: Includes awscli, boto3, numpy, scikit-learn, opencv, pandas, matplotlib, graphviz, jupyter, and ipython.

Additional Software and AI Tools:

• NVIDIA Instant Neural Graphics Primitives (NGP): Enables neural network-based 3D scene creation from 2D images.

• Nerf Studio: Simplifies the process of creating, training, and visualizing NeRFs.

• Stable Diffusion AI: Generates images similar to Midjourney or OpenAI DALL-E.

• Deforum Stable Diffusion: Creates image sequences and videos automatically.

• NICE DCV: A high-performance remote display protocol for secure, remote desktop and application streaming.