Yes, Milvus supports GPU-accelerated vector search on RTX PRO 4500 Blackwell, which delivers up to 50x performance versus CPU-only vector database servers.
Hardware Compatibility
The RTX PRO 4500 Blackwell Server Edition includes 32 GB GDDR7 memory, 800 GB/s bandwidth, and fifth-generation Tensor Cores—all compatible with CUDA-based Milvus GPU acceleration. The PCIe Gen5 x16 interface supports high-throughput data transfer between host and GPU.
Vector Search Acceleration
Milvus’s GPU vector search capability maps directly onto RTX PRO 4500’s architecture. Index building for billion-scale collections completes 40x faster with cuVS algorithms. Similarity search queries execute with sub-millisecond latency on the GPU memory hierarchy.
Real-World Performance Metrics
RTX PRO 4500 achieves 50x better indexing performance than high-end CPU systems when processing multimodal enterprise data. For Milvus deployments handling embeddings from images, text, and audio, this translates to dramatically reduced index build windows and faster similarity search.
Deployment Flexibility
Because RTX PRO 4500 operates in standard server form factors, Milvus administrators can upgrade existing hardware infrastructure incrementally without complete platform redesign. The single-slot design saves valuable data center real estate.