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[FEA] Scalar Quantized Dataset - #2996

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tarang-jain wants to merge 30 commits into

NVIDIA:mainfrom

tarang-jain:scalar-quantized-dataset

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[FEA] Scalar Quantized Dataset#2996
tarang-jain wants to merge 30 commits into
NVIDIA:mainfrom
tarang-jain:scalar-quantized-dataset

Commits on Nov 2, 2026
- Add per-dimension scalar quantized datasets
  tarang-jain
  committed
  bc6de04
Commits on Nov 3, 2026
- Keep scalar reconstruction finite at FP32 limits
  tarang-jain
  committed
  4aec0a9
- Unify scalar quantizer modes behind shared dataset APIs
  tarang-jain
  committed
  ce4d9f9
- Document scalar quantizer field migration
  tarang-jain
  committed
  9202b60
- Align SQ builder arguments and generated API documentation
  tarang-jain
  committed
  9a356af
- Merge branch 'main' into scalar-quantized-dataset
  tarang-jain
  authored
  baecf69
- Rename scalar quantizer offsets to shifts
  tarang-jain
  committed
  e73cce0
- Construct scalar quantizers from bounds and align dataset tests
  tarang-jain
  committed
  e46013e
- Merge branch 'main' into scalar-quantized-dataset
  tarang-jain
  authored
  bfa2676
- Support floating input types and consolidate scalar quantization tests
  tarang-jain
  committed
  31081bd
- Merge branch 'main' into scalar-quantized-dataset
  tarang-jain
  authored
  715af3d
- Fix half scalar quantizer shared-library export
  tarang-jain
  committed
  a038a48
Commits on Nov 4, 2026
Commits on Nov 5, 2026
- Store global and per-dimension scalar shifts and scales
  tarang-jain
  committed
  614a84b
- Restrict host scalar transforms to global parameters
  tarang-jain
  committed
  823726d
- Fix HNSW ACE example for global scalar transform API
  tarang-jain
  committed
  6e0f0b0
Commits on Nov 6, 2026
- Simplify scalar quantization tests into focused cases
  tarang-jain
  committed
  4368cdc
- Restore quantizer arguments for host scalar transforms
  tarang-jain
  committed
  1a0de8d
- Rename scalar quantizer shifts_type to per_dim_type
  tarang-jain
  committed
  3f9984c
- Preserve original global scalar quantizer bounds
  tarang-jain
  committed
  10728a7
- Store scalar quantizer bounds and align preprocessing views
  tarang-jain
  committed
  ea9e922
- Simplify scalar quantization and add per-dimension C API
  tarang-jain
  committed
  9caac96
- Use existing scalar C APIs for per-dimension quantization
  tarang-jain
  committed
  1f3237e
- Merge branch 'main' into scalar-quantized-dataset
  tarang-jain
  authored
  ad742ea
Commits on Nov 7, 2026
- Simplify scalar quantization tests and reuse DLPack conversion
  tarang-jain
  committed
  643b31a
- Merge branch 'main' into scalar-quantized-dataset
  tarang-jain
  authored
  7d6341a

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[FEA] Scalar Quantized Dataset - #2996

[FEA] Scalar Quantized Dataset#2996
tarang-jain wants to merge 30 commits into
NVIDIA:mainfrom
tarang-jain:scalar-quantized-dataset

Commits on Nov 2, 2026

Add per-dimension scalar quantized datasets

Commits on Nov 3, 2026

Keep scalar reconstruction finite at FP32 limits

Unify scalar quantizer modes behind shared dataset APIs

Document scalar quantizer field migration

Align SQ builder arguments and generated API documentation

Merge branch 'main' into scalar-quantized-dataset

Rename scalar quantizer offsets to shifts

Construct scalar quantizers from bounds and align dataset tests

Merge branch 'main' into scalar-quantized-dataset

Support floating input types and consolidate scalar quantization tests

Merge branch 'main' into scalar-quantized-dataset

Fix half scalar quantizer shared-library export

Commits on Nov 4, 2026

Compute scalar quantization reconstruction bounds during training

Stream scalar quantized datasets from host memory

Remove scalar quantizer synchronization notes

Merge branch 'main' into scalar-quantized-dataset

Unify scalar training and derive quantized limits from the code type

Commits on Nov 5, 2026

Store global and per-dimension scalar shifts and scales

Restrict host scalar transforms to global parameters

Fix HNSW ACE example for global scalar transform API

Commits on Nov 6, 2026

Simplify scalar quantization tests into focused cases

Restore quantizer arguments for host scalar transforms

Rename scalar quantizer shifts_type to per_dim_type

Preserve original global scalar quantizer bounds

Store scalar quantizer bounds and align preprocessing views

Simplify scalar quantization and add per-dimension C API

Use existing scalar C APIs for per-dimension quantization

Merge branch 'main' into scalar-quantized-dataset

Commits on Nov 7, 2026

Simplify scalar quantization tests and reuse DLPack conversion

Merge branch 'main' into scalar-quantized-dataset