CPU-reference-first Tabu Search Quadratic Knapsack solver with optional accelerator hooks

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  • License: CC-BY-NC-4.0
  • Author: Latence Team
  • Tags optimization , knapsack , tabu-search , cpu , machine-learning , search
  • Requires: Python >=3.10
  • Provides-Extra: dev
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Project description

latence-solver

latence-solver is the Tabu Search Quadratic Knapsack solver used by voyager-index for both local refinement and the canonical OSS /reference/optimize contract.

The default build is CPU fallback (deterministic Rust). Optional Cargo features enable experimental CUDA (NVIDIA) and wgpu hooks; when unavailable or disabled, the solver falls back to the CPU backend. Python builds expose cuda_available() / gpu_available() and backend_status() for runtime reporting.

Build locally (Python extension) with:

python -m pip install ./src/kernels/knapsack_solver

This repo currently ships the solver through local source install rather than a separate PyPI release.

CUDA-enabled wheels require building with --features cuda (see Cargo.toml) and a suitable CUDA toolkit/runtime on the build machine.

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  • License: CC-BY-NC-4.0
  • Author: Latence Team
  • Tags optimization , knapsack , tabu-search , cpu , machine-learning , search
  • Requires: Python >=3.10
  • Provides-Extra: dev
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0.1.6

0.1.5

0.1.3

0.1.1

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