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6 changes: 3 additions & 3 deletions .devcontainer/cuda11.8-conda/devcontainer.json
Original file line number Diff line number Diff line change
Expand Up @@ -5,17 +5,17 @@
"args": {
"CUDA": "11.8",
"PYTHON_PACKAGE_MANAGER": "conda",
"BASE": "rapidsai/devcontainers:24.08-cpp-cuda11.8-mambaforge-ubuntu22.04"
"BASE": "rapidsai/devcontainers:24.10-cpp-cuda11.8-mambaforge-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda11.8-conda"
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.10-cuda11.8-conda"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.8": {}
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.10": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
Expand Down
11 changes: 4 additions & 7 deletions .devcontainer/cuda11.8-pip/devcontainer.json
Original file line number Diff line number Diff line change
Expand Up @@ -5,27 +5,24 @@
"args": {
"CUDA": "11.8",
"PYTHON_PACKAGE_MANAGER": "pip",
"BASE": "rapidsai/devcontainers:24.08-cpp-cuda11.8-ubuntu22.04"
"BASE": "rapidsai/devcontainers:24.10-cpp-cuda11.8-ucx1.17.0-openmpi-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda11.8-pip"
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.10-cuda11.8-pip"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/ucx:24.8": {
"version": "1.15.0"
},
"ghcr.io/rapidsai/devcontainers/features/cuda:24.8": {
"ghcr.io/rapidsai/devcontainers/features/cuda:24.10": {
"version": "11.8",
"installcuBLAS": true,
"installcuSOLVER": true,
"installcuRAND": true,
"installcuSPARSE": true
},
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.8": {}
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.10": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/ucx",
Expand Down
6 changes: 3 additions & 3 deletions .devcontainer/cuda12.5-conda/devcontainer.json
Original file line number Diff line number Diff line change
Expand Up @@ -5,17 +5,17 @@
"args": {
"CUDA": "12.5",
"PYTHON_PACKAGE_MANAGER": "conda",
"BASE": "rapidsai/devcontainers:24.08-cpp-mambaforge-ubuntu22.04"
"BASE": "rapidsai/devcontainers:24.10-cpp-mambaforge-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-conda"
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.10-cuda12.5-conda"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.8": {}
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.10": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
Expand Down
11 changes: 4 additions & 7 deletions .devcontainer/cuda12.5-pip/devcontainer.json
Original file line number Diff line number Diff line change
Expand Up @@ -5,27 +5,24 @@
"args": {
"CUDA": "12.5",
"PYTHON_PACKAGE_MANAGER": "pip",
"BASE": "rapidsai/devcontainers:24.08-cpp-cuda12.5-ubuntu22.04"
"BASE": "rapidsai/devcontainers:24.10-cpp-cuda12.5-ucx1.17.0-openmpi-ubuntu22.04"
}
},
"runArgs": [
"--rm",
"--name",
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-pip"
"${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.10-cuda12.5-pip"
],
"hostRequirements": {"gpu": "optional"},
"features": {
"ghcr.io/rapidsai/devcontainers/features/ucx:24.8": {
"version": "1.15.0"
},
"ghcr.io/rapidsai/devcontainers/features/cuda:24.8": {
"ghcr.io/rapidsai/devcontainers/features/cuda:24.10": {
"version": "12.5",
"installcuBLAS": true,
"installcuSOLVER": true,
"installcuRAND": true,
"installcuSPARSE": true
},
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.8": {}
"ghcr.io/rapidsai/devcontainers/features/rapids-build-utils:24.10": {}
},
"overrideFeatureInstallOrder": [
"ghcr.io/rapidsai/devcontainers/features/ucx",
Expand Down
14 changes: 7 additions & 7 deletions .github/workflows/build.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ concurrency:
jobs:
cpp-build:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand All @@ -37,7 +37,7 @@ jobs:
rust-build:
needs: cpp-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand All @@ -50,7 +50,7 @@ jobs:
python-build:
needs: [cpp-build]
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand All @@ -59,7 +59,7 @@ jobs:
upload-conda:
needs: [cpp-build, python-build]
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand All @@ -70,7 +70,7 @@ jobs:
if: github.ref_type == 'branch'
needs: python-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
with:
arch: "amd64"
branch: ${{ inputs.branch }}
Expand All @@ -82,7 +82,7 @@ jobs:
sha: ${{ inputs.sha }}
wheel-build-cuvs:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand All @@ -92,7 +92,7 @@ jobs:
wheel-publish-cuvs:
needs: wheel-build-cuvs
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.10
with:
build_type: ${{ inputs.build_type || 'branch' }}
branch: ${{ inputs.branch }}
Expand Down
24 changes: 12 additions & 12 deletions .github/workflows/pr.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -24,49 +24,49 @@ jobs:
- wheel-tests-cuvs
- devcontainer
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.10
checks:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.10
with:
enable_check_generated_files: false
conda-cpp-build:
needs: checks
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.10
with:
build_type: pull-request
node_type: cpu16
conda-cpp-tests:
needs: conda-cpp-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
with:
build_type: pull-request
conda-cpp-checks:
needs: conda-cpp-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.10
with:
build_type: pull-request
enable_check_symbols: true
symbol_exclusions: (void (thrust::|cub::)|_ZN\d+raft_cutlass)
conda-python-build:
needs: conda-cpp-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.10
with:
build_type: pull-request
conda-python-tests:
needs: conda-python-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
with:
build_type: pull-request
docs-build:
needs: conda-python-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
with:
build_type: pull-request
node_type: "gpu-v100-latest-1"
Expand All @@ -76,7 +76,7 @@ jobs:
rust-build:
needs: conda-cpp-build
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.10
with:
build_type: pull-request
node_type: "gpu-v100-latest-1"
Expand All @@ -86,20 +86,20 @@ jobs:
wheel-build-cuvs:
needs: checks
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.10
with:
build_type: pull-request
script: ci/build_wheel_cuvs.sh
wheel-tests-cuvs:
needs: wheel-build-cuvs
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
with:
build_type: pull-request
script: ci/test_wheel_cuvs.sh
devcontainer:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.10
with:
arch: '["amd64"]'
cuda: '["12.5"]'
Expand Down
8 changes: 4 additions & 4 deletions .github/workflows/test.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ on:
jobs:
conda-cpp-checks:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.10
with:
build_type: nightly
branch: ${{ inputs.branch }}
Expand All @@ -26,23 +26,23 @@ jobs:
symbol_exclusions: (void (thrust::|cub::)|_ZN\d+raft_cutlass)
conda-cpp-tests:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.10
with:
build_type: nightly
branch: ${{ inputs.branch }}
date: ${{ inputs.date }}
sha: ${{ inputs.sha }}
conda-python-tests:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@branch-24.10
with:
build_type: nightly
branch: ${{ inputs.branch }}
date: ${{ inputs.date }}
sha: ${{ inputs.sha }}
wheel-tests-cuvs:
secrets: inherit
uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.10
with:
build_type: nightly
branch: ${{ inputs.branch }}
Expand Down
2 changes: 1 addition & 1 deletion .pre-commit-config.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -97,7 +97,7 @@ repos:
hooks:
- id: check-json
- repo: https://github.com/rapidsai/pre-commit-hooks
rev: v0.2.0
rev: v0.3.1
hooks:
- id: verify-copyright
files: |
Expand Down
65 changes: 63 additions & 2 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
@@ -1,3 +1,66 @@
# cuvs 24.08.00 (7 Aug 2024)

## 🚨 Breaking Changes

- Allow serialization on streams ([#173](https://github.com/rapidsai/cuvs/pull/173)) [@benfred](https://github.com/benfred)

## 🐛 Bug Fixes

- Remove fp16 kernels that have no public entry point ([#268](https://github.com/rapidsai/cuvs/pull/268)) [@tfeher](https://github.com/tfeher)
- Use `raft::util::popc(...)` public API ([#249](https://github.com/rapidsai/cuvs/pull/249)) [@divyegala](https://github.com/divyegala)
- Enable building FAISS main statically ([#241](https://github.com/rapidsai/cuvs/pull/241)) [@tarang-jain](https://github.com/tarang-jain)
- CAGRA bench: use device-side refinement when the data is on device ([#228](https://github.com/rapidsai/cuvs/pull/228)) [@achirkin](https://github.com/achirkin)
- Rename `.devcontainer`s for CUDA 12.5 ([#224](https://github.com/rapidsai/cuvs/pull/224)) [@jakirkham](https://github.com/jakirkham)
- Fix a CAGRA graph opt bug ([#192](https://github.com/rapidsai/cuvs/pull/192)) [@enp1s0](https://github.com/enp1s0)

## 📖 Documentation

- fix library name in docs ('cuvs' not 'pycuvs') ([#193](https://github.com/rapidsai/cuvs/pull/193)) [@jameslamb](https://github.com/jameslamb)

## 🚀 New Features

- Add cuvs_bench python folder, config files and constraints ([#244](https://github.com/rapidsai/cuvs/pull/244)) [@dantegd](https://github.com/dantegd)
- Add MST optimization to guarantee the connectivity of CAGRA graphs ([#237](https://github.com/rapidsai/cuvs/pull/237)) [@anaruse](https://github.com/anaruse)
- Moving over C++ API of CAGRA+hnswlib from RAFT ([#229](https://github.com/rapidsai/cuvs/pull/229)) [@divyegala](https://github.com/divyegala)
- [FEA] expose python & C API for prefiltered brute force ([#174](https://github.com/rapidsai/cuvs/pull/174)) [@rhdong](https://github.com/rhdong)
- CAGRA new vector addition ([#151](https://github.com/rapidsai/cuvs/pull/151)) [@enp1s0](https://github.com/enp1s0)

## 🛠️ Improvements

- [Opt] introduce the `masked_matmul` to prefiltered brute force. ([#251](https://github.com/rapidsai/cuvs/pull/251)) [@rhdong](https://github.com/rhdong)
- Add more info to ANN_BENCH context ([#248](https://github.com/rapidsai/cuvs/pull/248)) [@achirkin](https://github.com/achirkin)
- split up CUDA-suffixed dependencies in dependencies.yaml ([#247](https://github.com/rapidsai/cuvs/pull/247)) [@jameslamb](https://github.com/jameslamb)
- Fix pinning to a different RAFT tag ([#235](https://github.com/rapidsai/cuvs/pull/235)) [@benfred](https://github.com/benfred)
- Use workflow branch 24.08 again ([#234](https://github.com/rapidsai/cuvs/pull/234)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- chore: update search_plan.cuh ([#232](https://github.com/rapidsai/cuvs/pull/232)) [@eltociear](https://github.com/eltociear)
- Enable kernel & memcpy overlapping in IVF index building ([#230](https://github.com/rapidsai/cuvs/pull/230)) [@abc99lr](https://github.com/abc99lr)
- CAGRA: reduce argument count in select_and_run() kernel wrappers ([#227](https://github.com/rapidsai/cuvs/pull/227)) [@achirkin](https://github.com/achirkin)
- Mark the rust brute force unittest as flaky ([#226](https://github.com/rapidsai/cuvs/pull/226)) [@benfred](https://github.com/benfred)
- Add python bindings for ivf-* extend functions ([#220](https://github.com/rapidsai/cuvs/pull/220)) [@benfred](https://github.com/benfred)
- Build and test with CUDA 12.5.1 ([#219](https://github.com/rapidsai/cuvs/pull/219)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Add col-major support for brute force knn ([#217](https://github.com/rapidsai/cuvs/pull/217)) [@benfred](https://github.com/benfred)
- Add CUDA_STATIC_MATH_LIBRARIES ([#216](https://github.com/rapidsai/cuvs/pull/216)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- skip CMake 3.30.0 ([#214](https://github.com/rapidsai/cuvs/pull/214)) [@jameslamb](https://github.com/jameslamb)
- Complete Migration of IVF Helpers / Features from RAFT ([#213](https://github.com/rapidsai/cuvs/pull/213)) [@tarang-jain](https://github.com/tarang-jain)
- Use verify-alpha-spec hook ([#209](https://github.com/rapidsai/cuvs/pull/209)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- Fixes for publishing rust package to crates.io ([#207](https://github.com/rapidsai/cuvs/pull/207)) [@benfred](https://github.com/benfred)
- Add rust example ([#206](https://github.com/rapidsai/cuvs/pull/206)) [@benfred](https://github.com/benfred)
- Adding IVF examples ([#203](https://github.com/rapidsai/cuvs/pull/203)) [@cjnolet](https://github.com/cjnolet)
- Fix compilation error when _CLK_BREAKDOWN is defined in cagra. ([#202](https://github.com/rapidsai/cuvs/pull/202)) [@jiangyinzuo](https://github.com/jiangyinzuo)
- DOC: update notebook link ([#191](https://github.com/rapidsai/cuvs/pull/191)) [@raybellwaves](https://github.com/raybellwaves)
- Change cagra.build_index to cagra.build ([#187](https://github.com/rapidsai/cuvs/pull/187)) [@benfred](https://github.com/benfred)
- Add python serialization API's for ivf-pq and ivf_flat ([#186](https://github.com/rapidsai/cuvs/pull/186)) [@benfred](https://github.com/benfred)
- resolve dependency-file-generator warning, rapids-build-backend followup ([#185](https://github.com/rapidsai/cuvs/pull/185)) [@jameslamb](https://github.com/jameslamb)
- Adopt CI/packaging codeowners ([#183](https://github.com/rapidsai/cuvs/pull/183)) [@raydouglass](https://github.com/raydouglass)
- Scaling workspace resources ([#181](https://github.com/rapidsai/cuvs/pull/181)) [@achirkin](https://github.com/achirkin)
- Remove text builds of documentation ([#180](https://github.com/rapidsai/cuvs/pull/180)) [@vyasr](https://github.com/vyasr)
- Add refine to the Python and C api's ([#175](https://github.com/rapidsai/cuvs/pull/175)) [@benfred](https://github.com/benfred)
- Allow serialization on streams ([#173](https://github.com/rapidsai/cuvs/pull/173)) [@benfred](https://github.com/benfred)
- Forward-merge branch-24.06 into branch-24.08 ([#169](https://github.com/rapidsai/cuvs/pull/169)) [@benfred](https://github.com/benfred)
- Use rapids-build-backend ([#145](https://github.com/rapidsai/cuvs/pull/145)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
- ANN_BENCH ([#130](https://github.com/rapidsai/cuvs/pull/130)) [@achirkin](https://github.com/achirkin)
- Enable random subsampling ([#122](https://github.com/rapidsai/cuvs/pull/122)) [@tfeher](https://github.com/tfeher)

# cuvs 24.06.00 (5 Jun 2024)

## 🐛 Bug Fixes
Expand Down Expand Up @@ -56,5 +119,3 @@
- Add Cagra-Q compression to the python and rust api's ([#68](https://github.com/rapidsai/cuvs/pull/68)) [@benfred](https://github.com/benfred)
- ConfigureCUDA.cmake now sets CUVS_ prefixed variables ([#66](https://github.com/rapidsai/cuvs/pull/66)) [@robertmaynard](https://github.com/robertmaynard)
- Enable all tests for `arm` jobs ([#63](https://github.com/rapidsai/cuvs/pull/63)) [@galipremsagar](https://github.com/galipremsagar)


4 changes: 2 additions & 2 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -50,10 +50,10 @@ mamba install -c conda-forge -c nvidia -c rapidsai cuvs
If installing a version that has not yet been released, the `rapidsai` channel can be replaced with `rapidsai-nightly`:

```bash
mamba install -c conda-forge -c nvidia -c rapidsai-nightly cuvs=24.08
mamba install -c conda-forge -c nvidia -c rapidsai-nightly cuvs=24.10
```

Please see the [Build and Install Guide](docs/source/build.md) for more information on installing cuVS and building from source.
Please see the [Build and Install Guide](https://docs.rapids.ai/api/cuvs/stable/build/) for more information on installing cuVS and building from source.

## Getting Started

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