Advanced Micro Devices
Advanced Micro Devices (AMD) is a global semiconductor company that develops high-performance computing, graphics, and visualization technologies for data centers, gaming, and embedded markets. AMD provides the ROCm open software platform for GPU computing, HIP programming interface, and the AMD Developer Cloud for AI workloads using AMD Instinct GPUs.
Advanced Micro Devices publishes 8 APIs on the APIs.io network, including Configuration API, Credits API, Devices API, and 5 more. Tagged areas include AI, Cloud Computing, GPU, HPC, and Machine Learning.
The Advanced Micro Devices catalog on APIs.io includes 2 JSON-LD contexts and 3 Spectral governance rulesets.
Advanced Micro Devices’ developer surface includes authentication, developer portal, documentation, getting-started guide, support, engineering blog, academy / training, and 9 more developer resources.
Kin Score
APIs 8
Individual APIs this provider publishes, each with its own machine-readable definition.
Advanced Micro Devices Configuration API
ROCm system configuration
Advanced Micro Devices Credits API
Cloud credit balance and usage
Advanced Micro Devices Devices API
GPU device enumeration and information
Advanced Micro Devices Health API
GPU health and diagnostic status
Advanced Micro Devices Instances API
GPU compute instance management
Advanced Micro Devices Models API
AI model deployment and management
Advanced Micro Devices Monitoring API
GPU utilization and performance monitoring
Advanced Micro Devices Performance API
Performance counters and profiling data
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Postman Collections 8
Ready-to-run Postman collections for exercising this provider's APIs.
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Open Collections 2
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
AMD Developer Cloud API
OPEN COLLECTIONAMD ROCm Management API
OPEN COLLECTIONPricing Plans 1
Published pricing tiers and plan structures.
Rate Limits 1
Documented rate limits and quota policies.
Advanced Micro Devices Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals for API financial operations.
Features 8
Notable capabilities this provider offers.
AMD Instinct GPU Instances
On-demand access to MI300X, MI250, and MI210 GPU instances for AI training, inference, and HPC workloads.
ROCm Software Platform
Open-source GPU compute platform with HIP programming model, math libraries, and deep learning framework support.
HIP Programming Interface
CUDA-compatible GPU programming interface enabling portable code across AMD and NVIDIA hardware.
AI Model Serving
Deploy and serve large language models using vLLM, TGI, and other inference engines on AMD Instinct GPUs.
ROCm Math Libraries
Optimized libraries including rocBLAS, rocFFT, rocRAND, and rocSPARSE for scientific computing and deep learning.
Multi-GPU Communication
RCCL (ROCm Communication Collectives Library) for efficient multi-GPU and multi-node collective operations.
AI Developer Cloud Credits
Free GPU cloud credits for qualifying researchers, startups, and developers through the AMD AI Developer Program.
Framework Compatibility
Full compatibility with PyTorch, TensorFlow, JAX, and other ML frameworks via ROCm backend support.
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Semantic Vocabularies 2
JSON-LD contexts and semantic vocabularies used across these APIs.
Spectral Rules 3
Spectral governance rulesets for linting and validating these APIs.
Advanced Micro Devices API Rules
SPECTRALAdvanced Micro Devices API Rules
SPECTRALAdvanced Micro Devices API Rules
SPECTRALJSON Schema 14
Standalone JSON Schema definitions for this provider's data models.
Credits
JSON SCHEMAInstanceInput
JSON SCHEMAInstanceList
JSON SCHEMAInstanceMetrics
JSON SCHEMAInstance
JSON SCHEMAModelInput
JSON SCHEMAModelList
JSON SCHEMAModel
JSON SCHEMADeviceHealth
JSON SCHEMADeviceList
JSON SCHEMADevicePerformance
JSON SCHEMADevice
JSON SCHEMAErrorResponse
JSON SCHEMARocmVersion
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JSON Structure 14
JSON Structure definitions describing this provider's data shapes.
Cloud Api Credits Structure
JSON STRUCTURECloud Api Instance Input Structure
JSON STRUCTURECloud Api Instance List Structure
JSON STRUCTURECloud Api Instance Metrics Structure
JSON STRUCTURECloud Api Instance Structure
JSON STRUCTURECloud Api Model Input Structure
JSON STRUCTURECloud Api Model List Structure
JSON STRUCTURECloud Api Model Structure
JSON STRUCTURERocm Api Device Health Structure
JSON STRUCTURERocm Api Device List Structure
JSON STRUCTURERocm Api Device Performance Structure
JSON STRUCTURERocm Api Device Structure
JSON STRUCTURERocm Api Error Response Structure
JSON STRUCTURERocm Api Rocm Version Structure
JSON STRUCTUREScroll for all 14
Examples 14
Example request and response payloads for these APIs.
Cloud Api Credits Example
EXAMPLECloud Api Instance Example
EXAMPLECloud Api Model Example
EXAMPLECloud Api Modelinput Example
EXAMPLECloud Api Modellist Example
EXAMPLERocm Api Device Example
EXAMPLERocm Api Devicelist Example
EXAMPLERocm Api Rocmversion Example
EXAMPLEScroll for all 14
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
Recommended x-agentic-access execution contracts for AI agents.
Use Cases 6
What developers build with this provider.
Large Language Model Training
Train and fine-tune large language models on AMD Instinct GPU clusters with ROCm-optimized PyTorch.
AI Inference Serving
Deploy LLM inference endpoints using vLLM on AMD Instinct GPUs for high-throughput token generation.
Scientific Computing
Run HPC simulations, molecular dynamics, and fluid dynamics workloads on AMD GPU clusters with ROCm.
Computer Vision
Train and deploy image classification, object detection, and segmentation models using AMD GPU acceleration.
Data Analytics
Accelerate data processing and analytics workloads using GPU-accelerated computing with ROCm.
Generative AI Development
Develop and iterate on generative AI applications using AMD Developer Cloud free GPU credits.
Integrations 7
Pre-built integrations with other platforms and tools.
PyTorch
Full ROCm support for PyTorch including autograd, distributed training, and all major model architectures.
TensorFlow
TensorFlow-ROCm integration enabling GPU-accelerated training and inference on AMD hardware.
vLLM
AMD Instinct Day-0 support in vLLM for high-performance LLM inference serving.
Hugging Face
Transformers and Diffusers library compatibility with ROCm for loading and running models from Hugging Face Hub.
Kubernetes
AMD GPU operator for Kubernetes enabling GPU-accelerated containerized workloads on AMD hardware.
Docker
Official ROCm Docker images for containerized GPU computing environments.
ONNX Runtime
ONNX Runtime ROCm execution provider for cross-framework model deployment on AMD GPUs.
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Press 5
Recent news and press coverage referencing this provider.
AMD and Meta Announce Expanded Strategic Partnership ...
Press Release dated July 30, 2024
AMD Announces “Advancing AI 2025”
Advanced Micro Devices has secured massive AI ...
Advanced Micro Devices, Inc. (AMD) Stock Price, News ...
Resources
Get Started 3
Portal, sign-up, and the first successful call
Documentation 1
Reference material describing how the API behaves
Agent Surfaces 1
MCP servers, agent skills, and machine-readable catalogs
Build 2
SDKs, sample code, and the tooling you integrate with
Access & Security 2
Authentication, authorization, and security posture
Learn 1
Tutorials, courses, talks, and written guidance
Operate 1
Status, limits, changes, and where to get help
Commercial 2
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API