NUMP AI Platform
End-to-end AI development and deployment platform
Build, train, optimize, and deploy AI models at any scale with NUMP's integrated software platform — purpose-built for NUMP hardware.
Platform Features
Model Training
Distributed training framework optimized for NUMP hardware. Support for data parallelism, model parallelism, and mixed-precision training out of the box.
Model Optimization
Automatic model optimization with quantization, pruning, and knowledge distillation. Achieve up to 4x inference speedup with minimal accuracy loss.
Inference Engine
High-throughput inference engine with dynamic batching, model caching, and automatic scaling for production AI workloads.
Data Pipeline
End-to-end data pipeline tools for ingestion, preprocessing, augmentation, and versioning. Seamless integration with popular data formats.
Monitoring & Analytics
Real-time dashboard for model performance, hardware utilization, latency tracking, and cost analytics across your AI infrastructure.
API & SDK
Comprehensive REST API and native SDKs for Python, C++, and JavaScript. Full documentation with interactive examples and code snippets.
Supported Frameworks
Choose Your Edition
Community
Free
- Single accelerator support
- Basic model training
- Community forum access
- Standard inference engine
- Python SDK