Amazon Web Services (AWS)

Amazon EC2 G4 instances provide cost-effective and versatile GPU options for machine learning inference and graphics-intensive applications using NVIDIA and AMD GPUs. These instances are optimized for various applications, including machine learning, gaming, and virtual workstations, providing a blend of performance and cost efficiency.

Amazon Web Services (AWS) identity

Provider Profile

Founded

Founded as part of Amazon Web Services, which was launched in 2006

Headquarters

Seattle, Washington, USA

Pricing Model

Pay-as-you-go and Reserved Instances pricing, with potential savings based on commitment and usage volume.

Technical Specification

Target Audience
  • Machine learning practitioners
  • Game developers
  • Graphic and multimedia professionals
  • Enterprises requiring high-performance virtual workstations
GPU Clusters & Offerings
  • NVIDIA T4 GPUs (G4dn)
  • AMD Radeon Pro V520 GPUs (G4ad)
Network Fabric
  • Up to 100 Gbps Ethernet
  • support for Elastic Fabric Adapter (EFA)
Connectivity Bandwidth
Up to 100 Gbps
Storage Architecture
Local NVMe-based SSD storage
Compute Framework Compatibility
Support for major machine learning frameworks compatible with NVIDIA and AMD GPUs
Resource Orchestration
  • Support for popular orchestration services such as AWS Elastic Kubernetes Service (EKS)
  • Compatible with AWS Elastic Container Service (ECS)
Security Infrastructure
  • Regular security assessments
  • Complies with AWS's comprehensive security protocols
Developer Interface & APIs
  • AWS CLI
  • SDK support for popular programming languages
  • REST API
  • AWS CloudFormation
Support Operations
24/7 support through AWS Support plans (Basic, Developer, Business, Enterprise)
Resource Availability
Generally Available
Datacenter Locations
Regulatory Compliance
Compliance with industry standards as part of AWS's broad compliance portfolio
Key Platform Features
  • Up to 100 Gbps networking
  • Up to 1.8 TB local NVMe-based SSD storage
  • High-performance Elastic Fabric Adapter (EFA)
  • CUDA, CuDNN, RTX, and NVENC support
  • AMD Radeon Pro Software integration
  • Support for up to two 4k monitors per GPU
  • Day Zero Certification Program for software reliability

Last Audit: February 2026