NVIDIA NIM for Batched Geometry Relaxation# Product Overview Key Features of NIM for BGR Supported Models References Advantages of NIMs Release Notes Release 1.0.0 Summary Features Limitations Support Matrix CPU Models Supported Hardware Minimum Requirements Software NVIDIA Driver NVIDIA Container Toolkit Get Started Prerequisites System Requirements Docker Setup NGC Account Model Setup Quickstart Guide Pull the NIM Container Run the NIM Container Check the Health of the NIM Basic Inference Request Configuration Options Stop the NIM Container Custom Models Use Custom or Downloaded Models Example Configurations MACE for Periodic Materials (Default) AIMNet2 for Organic Molecular Systems Tuning Parameters Configuration Options Example Configurations TensorNet With Cell Optimization MACE With DFT-D3 Dispersion Per-Request Parameters Examples Using ASE for Structure I/O Concurrent Requests Partial Optimization With Active Masks User Guide Configuration Environment Variables DFT-D3 Parameters Model Configuration GPU and Memory Configuration Observability BGR-Specific Metrics Aggregate Metrics Per-Worker Metrics Query Status Prometheus Grafana Related Topics Performance Benchmark Metric Batch Size Estimation Performance Results Model Characteristics Scaling Considerations Benchmark Environment Security and Authentication Rate Limiting Ports Additional Security Reminders Incident Response Secrets Logging Troubleshoot Diagnostic Logs Container Fails to Start Out-of-Memory Errors Structures Do Not Converge PBC Mode Mismatch Model Loading Failure Empty or Invalid Atoms Input Service Status During Startup or Restart Related Topics Reference API Reference OpenAPI Schema Endpoints POST /v1/infer Error Responses Timeout and Memory Behavior GET /v1/health/ready GET /v1/health/live GET /v1/status Example Requests Single Structure Optimization Multiple Structures With Custom Tolerance Environment Variables Required Variables Configuration Variables Container Runtime Variables Related Topics AI Transparency ALCHEMI Batched Geometry Relaxation NIM Overview Description: Third-Party Community Consideration License/Terms of Use: Deployment Geography: Release Date: Program Classes Deployment Details Reference(s): Container Version(s): Security Common Vulnerabilities and Exposures (CVEs) Ethical Considerations: Get Help Getting started with the NIM Enterprise Support
