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What is NVIDIA Picasso?

NVIDIA Picasso is a groundbreaking cloud platform specifically designed to facilitate the development of visual applications through the use of generative AI technology. This platform empowers businesses, software developers, and service providers to perform inference on their models, train NVIDIA's Edify foundation models with proprietary data, or leverage pre-trained models to generate images, videos, and 3D content from text prompts. Optimized for GPU performance, Picasso significantly boosts the efficiency of training, optimization, and inference processes within the NVIDIA DGX Cloud infrastructure. Organizations and developers have the flexibility to train NVIDIA’s Edify models using their own datasets or initiate their projects with models that have been previously developed in partnership with esteemed collaborators. The platform incorporates an advanced denoising network that can generate stunning photorealistic 4K images, while its innovative temporal layers and video denoiser guarantee the production of high-fidelity videos that preserve temporal consistency. Furthermore, a state-of-the-art optimization framework enables the creation of 3D objects and meshes with exceptional geometry quality. This all-encompassing cloud service bolsters the development and deployment of generative AI applications across various formats, including image, video, and 3D, rendering it an essential resource for contemporary creators. With its extensive features and capabilities, NVIDIA Picasso not only enhances content generation but also redefines the standards within the visual media industry. This leap forward positions it as a pivotal tool for those looking to innovate in their creative endeavors.

What is Amazon EC2 Trn1 Instances?

Amazon's Elastic Compute Cloud (EC2) Trn1 instances, powered by AWS Trainium processors, are meticulously engineered to optimize deep learning training, especially for generative AI models such as large language models and latent diffusion models. These instances significantly reduce costs, offering training expenses that can be as much as 50% lower than comparable EC2 alternatives. Capable of accommodating deep learning models with over 100 billion parameters, Trn1 instances are versatile and well-suited for a variety of applications, including text summarization, code generation, question answering, image and video creation, recommendation systems, and fraud detection. The AWS Neuron SDK further streamlines this process, assisting developers in training their models on AWS Trainium and deploying them efficiently on AWS Inferentia chips. This comprehensive toolkit integrates effortlessly with widely used frameworks like PyTorch and TensorFlow, enabling users to maximize their existing code and workflows while harnessing the capabilities of Trn1 instances for model training. Consequently, this approach not only facilitates a smooth transition to high-performance computing but also enhances the overall efficiency of AI development processes. Moreover, the combination of advanced hardware and software support allows organizations to remain at the forefront of innovation in artificial intelligence.

Media

Media

Integrations Supported

AWS Deep Learning Containers
AWS Inferentia
AWS Neuron
AWS Nitro System
AWS Trainium
Adobe Premiere Pro
Amazon EC2
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn2 Instances
Amazon EC2 UltraClusters
Amazon SageMaker
Amazon Web Services (AWS)
Getty Images
NVIDIA AI Foundations
NVIDIA DGX Cloud
PyTorch
TensorFlow

Integrations Supported

AWS Deep Learning Containers
AWS Inferentia
AWS Neuron
AWS Nitro System
AWS Trainium
Adobe Premiere Pro
Amazon EC2
Amazon EC2 G5 Instances
Amazon EC2 Inf1 Instances
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn2 Instances
Amazon EC2 UltraClusters
Amazon SageMaker
Amazon Web Services (AWS)
Getty Images
NVIDIA AI Foundations
NVIDIA DGX Cloud
PyTorch
TensorFlow

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$1.34 per hour
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

NVIDIA

Company Location

United States

Company Website

www.nvidia.com/en-us/gpu-cloud/picasso/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/ec2/instance-types/trn1/

Categories and Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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