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PathWeaver_AE v1.0 - Multi-GPU ANN Search System (Artifact for USENIX ATC '25)
Pre-release
Pre-release
This release contains the artifact for PathWeaver_AE, a high-throughput multi-GPU system for graph-based approximate nearest neighbor (ANN) search. The system extends the CAGRA method from the RAPIDS cuVS library and supports both single- and multi-GPU execution.
Key features:
- Optimized for systems with CUDA 12.1 and NVLink-connected GPUs
- Implements CUDA kernels for high-throughput, graph-based ANN search
- Supports both single-GPU and multi-GPU execution
Artifact includes all source code, build environment instructions, and execution scripts.