AWS (Amazon)

AWS G4 instances are designed to provide cost-effective and high-performance GPU capabilities for a variety of applications including machine learning inference, small scale training, and graphics-intensive tasks. These instances utilize NVIDIA T4 GPUs for G4dn models and AMD Radeon Pro V520 GPUs for G4ad models, catering to different performance and cost needs.

AWS (Amazon) identity

Provider Profile

Founded

2006 (AWS launch)

Headquarters

Seattle, Washington, USA

Pricing Model

Pay-as-you-go and Reserved Instance pricing options

Technical Specification

Target Audience
  • Machine learning professionals
  • Graphics and gaming industries
  • Enterprises requiring high-performance computing
GPU Clusters & Offerings
  • NVIDIA T4 GPUs
  • AMD Radeon Pro V520 GPUs
  • ML inference optimization
  • Graphics-intensive application support
  • Local NVMe-based SSD storage
  • High performance networking up to 100 Gbps
  • Elastic Fabric adapter
Network Fabric
  • High-speed 100 Gbps networking
  • Elastic Fabric Adapter
Connectivity Bandwidth
Up to 100 Gbps
Storage Architecture
Local NVMe-based SSD storage
Compute Framework Compatibility
  • CUDA
  • CuDNN
Resource Orchestration
AWS native services like ECS and EKS
Security Infrastructure
  • Compliance with global security standards
  • Regular security assessments
Developer Interface & APIs
  • AWS CLI
  • SDK
  • REST API
Support Operations
  • 24/7 phone support
  • Ticket submissions
  • Technical support plans
Resource Availability
GA (Generally Available)
Datacenter Locations
Regulatory Compliance
Compliant with major certifications as part of AWS's broad compliance program
Key Platform Features
  • Cost-effective GPU options
  • Multi-precision computing from FP32 to INT4 with NVIDIA T4
  • High performance and scalability for graphics from AMD Radeon Pro V520
  • Elastic Fabric Adapter for high levels of inter-node communications
  • Up to 1.8 TB of local NVMe storage on G4dn instances
  • Up to 2.4 TB of local NVMe storage on G4ad instances
  • Support for professional grade graphics drivers and gaming drivers

Last Audit: February 2026