Advanced Micro Devices

aid: advanced-micro-devices
url: https://raw.githubusercontent.com/api-evangelist/advanced-micro-devices/refs/heads/main/apis.yml
modified: '2026-04-19'
apis:
  - name: AMD Developer Cloud API
    description: The AMD Developer Cloud API provides access to AMD Instinct GPU instances for AI inference, training, and HPC workloads. Supports managing compute instances, deploying AI models, monitoring GPU utilization, and integrating with ROCm-compatible frameworks including PyTorch, TensorFlow, and vLLM.
    humanURL: https://developer.amd.com
    baseURL: https://api.developer.amd.com/v1
    tags:
    - AI
    - Cloud Computing
    - GPU
    - HPC
    - Instinct
    properties:
    - type: Documentation
      url: https://developer.amd.com
    - type: OpenAPI
      url: openapi/amd-developer-cloud-api-openapi.yml
    - type: JSONSchema
      url: json-schema/
    - type: JSONStructure
      url: json-structure/
    - type: JSONLD
      url: json-ld/amd-developer-cloud-api-context.jsonld
    - type: SpectralRules
      url: rules/amd-spectral-rules.yml
    - type: NaftikoCapability
      url: capabilities/shared/developer-cloud-api.yaml
    - type: Vocabulary
      url: vocabulary/advanced-micro-devices-vocabulary.yaml
  - name: AMD ROCm API
    description: The AMD ROCm (Radeon Open Compute) platform provides the runtime and library APIs for GPU-accelerated computing on AMD hardware. Includes HIP (Heterogeneous-compute Interface for Portability), math libraries (rocBLAS, rocFFT, rocRAND), and communication libraries (RCCL) for high-performance computing and AI workloads.
    humanURL: https://rocm.docs.amd.com
    baseURL: https://rocm.docs.amd.com/en/latest
    tags:
    - GPU
    - HPC
    - Machine Learning
    - ROCm
    - SDK
    properties:
    - type: Documentation
      url: https://rocm.docs.amd.com
    - type: OpenAPI
      url: openapi/amd-rocm-management-api-openapi.yml
    - type: JSONSchema
      url: json-schema/
    - type: JSONStructure
      url: json-structure/
    - type: JSONLD
      url: json-ld/amd-rocm-management-api-context.jsonld
    - type: SpectralRules
      url: rules/amd-spectral-rules.yml
    - type: NaftikoCapability
      url: capabilities/ai-gpu-computing.yaml
    - type: Vocabulary
      url: vocabulary/advanced-micro-devices-vocabulary.yaml
common:
  - type: LinkedIn
    url: https://www.linkedin.com/company/amd
  - type: Website
    url: https://www.amd.com
  - type: Portal
    url: https://developer.amd.com
  - type: Documentation
    url: https://rocm.docs.amd.com
  - type: GettingStarted
    url: https://developer.amd.com/resources/rocm-resources/
  - type: Support
    url: https://developer.amd.com/support/
  - type: Blog
    url: https://www.amd.com/en/corporate/blog.html
  - type: TermsOfService
    url: https://www.amd.com/en/legal/terms-and-conditions.html
  - type: PrivacyPolicy
    url: https://www.amd.com/en/legal/privacy.html
  - type: GitHubOrganization
    url: https://github.com/ROCm
  - type: Academy
    url: https://academy.amd.com
  - type: SignUp
    url: https://developer.amd.com/amd-developer-cloud/
  - type: Features
    data:
    - name: AMD Instinct GPU Instances
      description: On-demand access to MI300X, MI250, and MI210 GPU instances for AI training, inference, and HPC workloads.
    - name: ROCm Software Platform
      description: Open-source GPU compute platform with HIP programming model, math libraries, and deep learning framework support.
    - name: HIP Programming Interface
      description: CUDA-compatible GPU programming interface enabling portable code across AMD and NVIDIA hardware.
    - name: AI Model Serving
      description: Deploy and serve large language models using vLLM, TGI, and other inference engines on AMD Instinct GPUs.
    - name: ROCm Math Libraries
      description: Optimized libraries including rocBLAS, rocFFT, rocRAND, and rocSPARSE for scientific computing and deep learning.
    - name: Multi-GPU Communication
      description: RCCL (ROCm Communication Collectives Library) for efficient multi-GPU and multi-node collective operations.
    - name: AI Developer Cloud Credits
      description: Free GPU cloud credits for qualifying researchers, startups, and developers through the AMD AI Developer Program.
    - name: Framework Compatibility
      description: Full compatibility with PyTorch, TensorFlow, JAX, and other ML frameworks via ROCm backend support.
  - type: UseCases
    data:
    - name: Large Language Model Training
      description: Train and fine-tune large language models on AMD Instinct GPU clusters with ROCm-optimized PyTorch.
    - name: AI Inference Serving
      description: Deploy LLM inference endpoints using vLLM on AMD Instinct GPUs for high-throughput token generation.
    - name: Scientific Computing
      description: Run HPC simulations, molecular dynamics, and fluid dynamics workloads on AMD GPU clusters with ROCm.
    - name: Computer Vision
      description: Train and deploy image classification, object detection, and segmentation models using AMD GPU acceleration.
    - name: Data Analytics
      description: Accelerate data processing and analytics workloads using GPU-accelerated computing with ROCm.
    - name: Generative AI Development
      description: Develop and iterate on generative AI applications using AMD Developer Cloud free GPU credits.
  - type: Integrations
    data:
    - name: PyTorch
      description: Full ROCm support for PyTorch including autograd, distributed training, and all major model architectures.
    - name: TensorFlow
      description: TensorFlow-ROCm integration enabling GPU-accelerated training and inference on AMD hardware.
    - name: vLLM
      description: AMD Instinct Day-0 support in vLLM for high-performance LLM inference serving.
    - name: Hugging Face
      description: Transformers and Diffusers library compatibility with ROCm for loading and running models from Hugging Face Hub.
    - name: Kubernetes
      description: AMD GPU operator for Kubernetes enabling GPU-accelerated containerized workloads on AMD hardware.
    - name: Docker
      description: Official ROCm Docker images for containerized GPU computing environments.
    - name: ONNX Runtime
      description: ONNX Runtime ROCm execution provider for cross-framework model deployment on AMD GPUs.
description: >-
  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.
name: Advanced Micro Devices
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
type: Index
created: '2024-01-01'
specificationVersion: '0.19'
tags:
  - AI
  - Cloud Computing
  - GPU
  - HPC
  - Machine Learning
  - Semiconductor
maintainers:
  - FN: Kin Lane
    email: [email protected]
    url: https://apievangelist.com