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: kin@apievangelist.com url: https://apievangelist.com