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MB-59670: GPU-Accelerated Vector Search#46

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CascadingRadium wants to merge 11 commits intomasterfrom
gpu
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MB-59670: GPU-Accelerated Vector Search#46
CascadingRadium wants to merge 11 commits intomasterfrom
gpu

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@CascadingRadium CascadingRadium commented Nov 4, 2025

  • Added GPU device query functions (NumGPUs(), FreeMemory())
  • Added a helper to clone CPU indexes to the GPU.
  • Introduced GPUIndexImpl with automatic resource cleanup

@abhinavdangeti abhinavdangeti changed the title Add GPU bindings MB-67052: Add GPU bindings Nov 11, 2025
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Pull Request Overview

This PR adds GPU support to the FAISS Go bindings, enabling users to transfer indices between CPU and GPU memory for accelerated vector search operations.

  • Adds functions for GPU device management (NumGPUs, FreeMemory)
  • Implements GPU index wrapper (GPUIndexImpl) with proper resource cleanup
  • Provides bidirectional transfer functions between CPU and GPU memory (TransferToGPU, TransferToCPU)

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@CascadingRadium CascadingRadium changed the title MB-67052: Add GPU bindings MB-59670: GPU-Accelerated Vector Search Feb 5, 2026
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Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated 8 comments.


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@CascadingRadium CascadingRadium moved this from Todo to In Progress in GPU-Accelerated Vector Search Feb 5, 2026
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