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.

2 APIs 8 Features

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APIs

AMD Developer Cloud API

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...

AMD ROCm API

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 fo...

Collections

AMD Developer Cloud API

OPEN

AMD ROCm Management API

OPEN

Pricing Plans

Advanced Micro Devices Plans Pricing

3 plans

PLANS

Rate Limits

Advanced Micro Devices Rate Limits

1 limits

RATE LIMITS

FinOps

Advanced Micro Devices Finops

FINOPS

Features

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.

Use Cases

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

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.

Semantic Vocabularies

Amd Developer Cloud Api Context

33 classes · 2 properties

JSON-LD

Amd Rocm Management Api Context

30 classes · 0 properties

JSON-LD

API Governance Rules

Advanced Micro Devices API Rules

31 rules · 16 errors 11 warnings 4 info

GitHubOrganization

Sources

opencollection: 1.0.0
info:
  name: AMD ROCm Management API
  version: '1'
request:
  auth:
    type: bearer
    token: '{{bearerToken}}'
items:
- info:
    name: Devices
    type: folder
  items:
  - info:
      name: AMD ROCm List GPU Devices
      type: http
    http:
      method: GET
      url: https://rocm-mgmt.amd.com/v1/devices
    docs: Enumerate all AMD GPU devices visible to the ROCm runtime on the system.
  - info:
      name: AMD ROCm Get GPU Device Details
      type: http
    http:
      method: GET
      url: https://rocm-mgmt.amd.com/v1/devices/:deviceId
      params:
      - name: deviceId
        value: ''
        type: path
        description: GPU device identifier (e.g., gpu0, gpu1).
    docs: Retrieve detailed hardware information for a specific AMD GPU device including model, firmware, memory, and topology.
- info:
    name: Health
    type: folder
  items:
  - info:
      name: AMD ROCm Get GPU Device Health
      type: http
    http:
      method: GET
      url: https://rocm-mgmt.amd.com/v1/devices/:deviceId/health
      params:
      - name: deviceId
        value: ''
        type: path
        description: GPU device identifier.
    docs: Retrieve current health status, temperature, fan speed, and error counts for an AMD GPU device.
- info:
    name: Performance
    type: folder
  items:
  - info:
      name: AMD ROCm Get GPU Device Performance Counters
      type: http
    http:
      method: GET
      url: https://rocm-mgmt.amd.com/v1/devices/:deviceId/performance
      params:
      - name: deviceId
        value: ''
        type: path
        description: GPU device identifier.
    docs: Retrieve GPU utilization, memory bandwidth, compute throughput, and other performance counters for an AMD GPU.
- info:
    name: Configuration
    type: folder
  items:
  - info:
      name: AMD ROCm Get ROCm Software Version
      type: http
    http:
      method: GET
      url: https://rocm-mgmt.amd.com/v1/system/rocm-version
    docs: Retrieve the installed ROCm platform version, HIP runtime version, and driver information.
bundled: true