AWS

AWS offers G4 instances optimized for machine learning inference and graphics-intensive applications. These instances provide cost-effective options using NVIDIA or AMD GPUs, specifically tailored for tasks like AI model deployment, gaming, and high-end graphics rendering.

AWS

Provider Profile

Founded

2006

Headquarters

Seattle, WA, USA

Pricing Model

Pay-as-you-go with various pricing tiers depending on instance types

Technical Specification

Target Audience
  • Enterprise
  • academics
  • researchers in machine learning and graphics-intensive computing
GPU Clusters & Offerings
  • NVIDIA T4 GPUs
  • AMD Radeon Pro V520 GPUs
  • Machine learning inference and training
  • Graphics-intensive applications like game streaming and 3D rendering
Network Fabric
  • 100 Gbps Ethernet
  • Elastic Fabric Adapter
Connectivity Bandwidth
Up to 100 Gbps
Storage Architecture
  • Local NVMe-based SSD
  • Amazon EBS (Elastic Block Store)
  • Amazon S3 (Simple Storage Service)
Compute Framework Compatibility
  • TensorFlow
  • PyTorch
  • Apache MXNet
  • CUDA
  • CuDNN
Resource Orchestration
  • Amazon ECS
  • Amazon EKS
  • Kubernetes
Security Infrastructure
Comprehensive vulnerability assessments and regular security audits
Developer Interface & APIs
  • AWS CLI
  • SDKs for popular languages
  • RESTful API
  • AWS CloudFormation
Support Operations
  • 24/7 technical support
  • Documentation
  • Community forums
  • Premium Support tiers (additional cost)
Resource Availability
GA (Generally Available)
Datacenter Locations
Regulatory Compliance
  • ISO 27018
  • ISO 27001
  • ISO 22301
  • PCI DSS
  • SOC 1
  • SOC 2
  • SOC 3
Key Platform Features
  • Local NVMe-based SSD storage
  • Up to 100 Gbps networking
  • Elastic Fabric Adapter (EFA)
  • CUDA, CuDNN, and NVENC for NVIDIA
  • DirectX, OpenGL, and Vulkan for AMD
  • Bare metal capabilities

Last Audit: February 2026