What's New

1

Migrated the KBest documents to the GitCode open-source platform.

Binary software packages and documents are provided on GitCode.

BoostSRA KBest documents

2

Migrated the KScaNN documents to the GitCode open-source platform.

Binary software packages and documents are provided on GitCode.

BoostSRA KScaNN documents

3

Migrated the KVecTurbo documents to the GitCode open-source platform.

Open-source software packages and documents are provided on GitCode.

BoostSRA KVecTurbo documents

4

Migrated the KNewPfordelta documents to the GitCode open-source platform.

Patch packages and documents for the open-source PForDelta algorithm are provided on GitCode.

BoostSRA KNewPfordelta documents

5

Migrated the Kunpeng hnswlib documents to the GitCode open-source platform.

• Patch packages and documents for the open-source hnswlib algorithm are provided on GitCode.
• Supports the FP 16 data type, NEON vectorization, prefetching, and database ID renumbering optimization. The reconstructed hnswlib simplifies the code structure and improves usability.

BoostSRA Kunpeng hnswlib documents

6

Migrated the Kunpeng Faiss documents to the GitCode open-source platform.

• Patch packages and documents for the open-source Faiss algorithm are provided on GitCode.
• Provides non-equivalence optimization patch and equivalence optimization patch. The non-equivalence optimization patch further optimizes the IVFPQ algorithm and supports the HNSW FP16 interface.

BoostSRA Faiss documents

7

Added Kunpeng RaBitQ.

• Intrusive modifications are made to the open-source RaBitQ codebase. This extends its support to the AArch64 architecture, introducing performance optimizations and functional enhancements. The optimizations include FP16 precision optimization, NEON SIMD vectorization, assembly-level Lookup Table (LUT) acceleration, Spilling with Orthogonality-Amplified Residuals (SOAR) spilled vector assignment, and ML-based adaptive nprobe.
• Patch packages and documents for the open-source RaBitQ are provided on GitCode.

BoostSRA Kunpeng RaBitQ documents

8

Migrated the KRL documents to the GitCode open-source platform.

• Binary software packages and documents are provided on GitCode.

BoostSRA KRL documents

9

Migrated the Kunpeng TensorFlow inference optimization documents to the GitCode open-source platform.

• The TensorFlow Serving thread scheduling optimization and the TensorFlow Serving ANNC graph compilation optimization are collectively referred to as "Kunpeng TensorFlow inference optimization."
• Patch packages and documents for the open-source TensorFlow are provided on GitCode.

BoostSRA TensorFlow inference optimization documents