Merge branch 'branch-24.04' into faiss-ivf

rapidsai · Feb 13, 2024 · 7a429e5 · 7a429e5
2 parents f0aa1db + c9574d7
commit 7a429e5
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diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   cpp-build:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -37,7 +37,7 @@ jobs:
   python-build:
     needs: [cpp-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -46,7 +46,7 @@ jobs:
   upload-conda:
     needs: [cpp-build, python-build]
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -57,7 +57,7 @@ jobs:
     if: github.ref_type == 'branch'
     needs: python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       arch: "amd64"
       branch: ${{ inputs.branch }}
@@ -69,7 +69,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-build-pylibraft:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -79,7 +79,7 @@ jobs:
   wheel-publish-pylibraft:
     needs: wheel-build-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -89,7 +89,7 @@ jobs:
   wheel-build-raft-dask:
     needs: wheel-publish-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -99,7 +99,7 @@ jobs:
   wheel-publish-raft-dask:
     needs: wheel-build-raft-dask
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@test-cuda-12.2
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}

diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
@@ -25,49 +25,49 @@ jobs:
       - wheel-tests-raft-dask
       - devcontainer
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@test-cuda-12.2
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@test-cuda-12.2
     with:
       enable_check_generated_files: false
   conda-cpp-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@test-cuda-12.2
     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-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@test-cuda-12.2
     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-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       enable_check_symbols: true
       symbol_exclusions: _ZN\d+raft_cutlass
   conda-python-build:
     needs: conda-cpp-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@test-cuda-12.2
     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-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: pull-request
   docs-build:
     needs: conda-python-build
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -77,34 +77,34 @@ jobs:
   wheel-build-pylibraft:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       script: ci/build_wheel_pylibraft.sh
   wheel-tests-pylibraft:
     needs: wheel-build-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       script: ci/test_wheel_pylibraft.sh
   wheel-build-raft-dask:
     needs: wheel-tests-pylibraft
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       script: "ci/build_wheel_raft_dask.sh"
   wheel-tests-raft-dask:
     needs: wheel-build-raft-dask
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: pull-request
       script: ci/test_wheel_raft_dask.sh
   devcontainer:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@test-cuda-12.2
     with:
       build_command: |
         sccache -z;

diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
@@ -16,7 +16,7 @@ on:
 jobs:
   conda-cpp-checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -26,23 +26,23 @@ jobs:
       symbol_exclusions: _ZN\d+raft_cutlass
   conda-cpp-tests:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-tests.yaml@test-cuda-12.2
     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-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-tests.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
   wheel-tests-pylibraft:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -51,7 +51,7 @@ jobs:
       script: ci/test_wheel_pylibraft.sh
   wheel-tests-raft-dask:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.04
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@test-cuda-12.2
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}

diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -1,3 +1,92 @@
+# raft 24.02.00 (12 Feb 2024)
+
+## 🚨 Breaking Changes
+
+- Switch to scikit-build-core ([#2051](https://github.com/rapidsai/raft/pull/2051)) [@vyasr](https://github.com/vyasr)
+- Update to CCCL 2.2.0. ([#2049](https://github.com/rapidsai/raft/pull/2049)) [@bdice](https://github.com/bdice)
+- Update `raft-ann-bench` output filenames and add features to plotting ([#2043](https://github.com/rapidsai/raft/pull/2043)) [@divyegala](https://github.com/divyegala)
+- Remove selection_faiss ([#2027](https://github.com/rapidsai/raft/pull/2027)) [@benfred](https://github.com/benfred)
+
+## 🐛 Bug Fixes
+
+- fix is_row/col_order for strided layouts ([#2173](https://github.com/rapidsai/raft/pull/2173)) [@mfoerste4](https://github.com/mfoerste4)
+- Fix failing C++ tests and revert #2097, #2085. ([#2168](https://github.com/rapidsai/raft/pull/2168)) [@cjnolet](https://github.com/cjnolet)
+- Exclude tests from builds ([#2162](https://github.com/rapidsai/raft/pull/2162)) [@vyasr](https://github.com/vyasr)
+- [HOTFIX] 24.02 Revert Random Sampling ([#2144](https://github.com/rapidsai/raft/pull/2144)) [@cjnolet](https://github.com/cjnolet)
+- Pin to pytest 7. ([#2137](https://github.com/rapidsai/raft/pull/2137)) [@bdice](https://github.com/bdice)
+- Conditionally include `hnsw` wrapper source in CMake ([#2135](https://github.com/rapidsai/raft/pull/2135)) [@divyegala](https://github.com/divyegala)
+- [BUG] Fix `SPMM` strided view ([#2124](https://github.com/rapidsai/raft/pull/2124)) [@lowener](https://github.com/lowener)
+- Fixing small bug in CUSPARSE spmm w/ CUDA 12.2 ([#2117](https://github.com/rapidsai/raft/pull/2117)) [@cjnolet](https://github.com/cjnolet)
+- [BUG] Fix `num_cta_per_query` div ([#2107](https://github.com/rapidsai/raft/pull/2107)) [@lowener](https://github.com/lowener)
+- Remove extraneous host pinnings from libraft-headers-only. ([#2102](https://github.com/rapidsai/raft/pull/2102)) [@bdice](https://github.com/bdice)
+- Remove unneeded CI symbol excludes ([#2098](https://github.com/rapidsai/raft/pull/2098)) [@robertmaynard](https://github.com/robertmaynard)
+- Properly taking ownership of nccl subcomm (and destroying it) ([#2094](https://github.com/rapidsai/raft/pull/2094)) [@cjnolet](https://github.com/cjnolet)
+- Fix `max_queries` for CAGRA ([#2081](https://github.com/rapidsai/raft/pull/2081)) [@lowener](https://github.com/lowener)
+- Fix compile failure on RTX 4090 ([#2076](https://github.com/rapidsai/raft/pull/2076)) [@JieFengWang](https://github.com/JieFengWang)
+- Fix a crash in FAISS benchmark wrapper introduced in #2021 ([#2062](https://github.com/rapidsai/raft/pull/2062)) [@achirkin](https://github.com/achirkin)
+- Correct function that wasn&#39;t returning a value ([#2045](https://github.com/rapidsai/raft/pull/2045)) [@robertmaynard](https://github.com/robertmaynard)
+- Fixing small bug in raft-ann-bench ([#2041](https://github.com/rapidsai/raft/pull/2041)) [@cjnolet](https://github.com/cjnolet)
+- Make device_resources accessed from device_resources_manager thread-safe ([#2030](https://github.com/rapidsai/raft/pull/2030)) [@wphicks](https://github.com/wphicks)
+- Fix ann-bench multithreading ([#2021](https://github.com/rapidsai/raft/pull/2021)) [@achirkin](https://github.com/achirkin)
+- Fix `ci/checks/copyright.py` to mirror RAPIDS reference ([#2008](https://github.com/rapidsai/raft/pull/2008)) [@divyegala](https://github.com/divyegala)
+- Fix pyproject versions ([#2002](https://github.com/rapidsai/raft/pull/2002)) [@vyasr](https://github.com/vyasr)
+
+## 📖 Documentation
+
+- Adding license info for wiki-all dataset ([#2129](https://github.com/rapidsai/raft/pull/2129)) [@cjnolet](https://github.com/cjnolet)
+- [DOC] Documentation updates for release 24.02 ([#2093](https://github.com/rapidsai/raft/pull/2093)) [@cjnolet](https://github.com/cjnolet)
+- Fix errors with ingroup exposed by doxygen 1.10 ([#2079](https://github.com/rapidsai/raft/pull/2079)) [@wphicks](https://github.com/wphicks)
+- Fix a typo ([#2070](https://github.com/rapidsai/raft/pull/2070)) [@narangvivek10](https://github.com/narangvivek10)
+- Add usage example for brute_force::build ([#2029](https://github.com/rapidsai/raft/pull/2029)) [@benfred](https://github.com/benfred)
+- Add filtering to vector search tutorial ([#1996](https://github.com/rapidsai/raft/pull/1996)) [@lowener](https://github.com/lowener)
+
+## 🚀 New Features
+
+- Update to use rapids-cmake for all deps ([#2096](https://github.com/rapidsai/raft/pull/2096)) [@robertmaynard](https://github.com/robertmaynard)
+- Add IVF-PQ example into the template project ([#2091](https://github.com/rapidsai/raft/pull/2091)) [@achirkin](https://github.com/achirkin)
+- Support for fp16 in CAGRA and IVF-PQ ([#2085](https://github.com/rapidsai/raft/pull/2085)) [@achirkin](https://github.com/achirkin)
+- Add random subsampling for IVF methods ([#2077](https://github.com/rapidsai/raft/pull/2077)) [@tfeher](https://github.com/tfeher)
+- Update `raft-ann-bench` output filenames and add features to plotting ([#2043](https://github.com/rapidsai/raft/pull/2043)) [@divyegala](https://github.com/divyegala)
+- Add brute_force index serialization ([#2036](https://github.com/rapidsai/raft/pull/2036)) [@wphicks](https://github.com/wphicks)
+- Add eps-neighbor search via RBC ([#2028](https://github.com/rapidsai/raft/pull/2028)) [@mfoerste4](https://github.com/mfoerste4)
+- `libraft` and `pylibraft` API for CAGRA build and HNSW search ([#2022](https://github.com/rapidsai/raft/pull/2022)) [@divyegala](https://github.com/divyegala)
+- Export Pareto frontier in `raft-ann-bench.data_export` ([#2009](https://github.com/rapidsai/raft/pull/2009)) [@divyegala](https://github.com/divyegala)
+- Implement maybe-owning multi-dimensional container (mdbuffer) ([#1999](https://github.com/rapidsai/raft/pull/1999)) [@wphicks](https://github.com/wphicks)
+- Add support for 1024+ dim vectors in CAGRA search ([#1994](https://github.com/rapidsai/raft/pull/1994)) [@enp1s0](https://github.com/enp1s0)
+- Replace GEMM backend: cublas.gemm -&gt; cublaslt.matmul ([#1736](https://github.com/rapidsai/raft/pull/1736)) [@achirkin](https://github.com/achirkin)
+
+## 🛠️ Improvements
+
+- Remove get_mem_info functions from RAFT custom memory resources ([#2108](https://github.com/rapidsai/raft/pull/2108)) [@harrism](https://github.com/harrism)
+- Replace call to mr::get_mem_info() ([#2099](https://github.com/rapidsai/raft/pull/2099)) [@harrism](https://github.com/harrism)
+- Allow topk larger than 1024 in CAGRA ([#2097](https://github.com/rapidsai/raft/pull/2097)) [@benfred](https://github.com/benfred)
+- Remove usages of rapids-env-update ([#2095](https://github.com/rapidsai/raft/pull/2095)) [@KyleFromNVIDIA](https://github.com/KyleFromNVIDIA)
+- Provide explicit pool size for pool_memory_resources and clean up includes ([#2088](https://github.com/rapidsai/raft/pull/2088)) [@harrism](https://github.com/harrism)
+- refactor CUDA versions in dependencies.yaml ([#2086](https://github.com/rapidsai/raft/pull/2086)) [@jameslamb](https://github.com/jameslamb)
+- ANN bench fix latency measurement overhead ([#2084](https://github.com/rapidsai/raft/pull/2084)) [@tfeher](https://github.com/tfeher)
+- Remove hardcoded limit in `print_results` function ([#2080](https://github.com/rapidsai/raft/pull/2080)) [@narangvivek10](https://github.com/narangvivek10)
+- [FEA] Add support for SDDMM by wrapping the cusparseSDDMM ([#2067) (#2067](https://github.com/rapidsai/raft/pull/2067) (#2067)) [@rhdong](https://github.com/rhdong)
+- Benchmark brute force knn ([#2063](https://github.com/rapidsai/raft/pull/2063)) [@benfred](https://github.com/benfred)
+- [BUG] fix empty initialization of device_ndarray in pylibraft ([#2061](https://github.com/rapidsai/raft/pull/2061)) [@mfoerste4](https://github.com/mfoerste4)
+- Improve parallelism of refine host ([#2059](https://github.com/rapidsai/raft/pull/2059)) [@anaruse](https://github.com/anaruse)
+- Subsampling for IVF-PQ codebook generation ([#2052](https://github.com/rapidsai/raft/pull/2052)) [@abc99lr](https://github.com/abc99lr)
+- Switch to scikit-build-core ([#2051](https://github.com/rapidsai/raft/pull/2051)) [@vyasr](https://github.com/vyasr)
+- Update to CCCL 2.2.0. ([#2049](https://github.com/rapidsai/raft/pull/2049)) [@bdice](https://github.com/bdice)
+- Use cuda::proclaim_return_type on device lambda. ([#2048](https://github.com/rapidsai/raft/pull/2048)) [@bdice](https://github.com/bdice)
+- Removing code that explicitly compares equality of rmm memory resources ([#2047](https://github.com/rapidsai/raft/pull/2047)) [@cjnolet](https://github.com/cjnolet)
+- Add public enum for select-k algorithm selection ([#2046](https://github.com/rapidsai/raft/pull/2046)) [@benfred](https://github.com/benfred)
+- Update dependencies.yaml to new pip index ([#2042](https://github.com/rapidsai/raft/pull/2042)) [@vyasr](https://github.com/vyasr)
+- Remove RAFT_BUILD_WHEELS and standardize Python builds ([#2040](https://github.com/rapidsai/raft/pull/2040)) [@vyasr](https://github.com/vyasr)
+- Fix ucx-py version pinning in dependencies.yaml. ([#2035](https://github.com/rapidsai/raft/pull/2035)) [@bdice](https://github.com/bdice)
+- [REVIEW] Fix typos in parameter tuning guide ([#2034](https://github.com/rapidsai/raft/pull/2034)) [@abc99lr](https://github.com/abc99lr)
+- Add AIR-Top-k reference ([#2031](https://github.com/rapidsai/raft/pull/2031)) [@tfeher](https://github.com/tfeher)
+- Remove selection_faiss ([#2027](https://github.com/rapidsai/raft/pull/2027)) [@benfred](https://github.com/benfred)
+- Fixing json parse error in `raft-ann-bench.data_export` ([#2025](https://github.com/rapidsai/raft/pull/2025)) [@cjnolet](https://github.com/cjnolet)
+- Updating cagra build constraint ([#2016](https://github.com/rapidsai/raft/pull/2016)) [@cjnolet](https://github.com/cjnolet)
+- Update to fmt 10.1.1 and spdlog 1.12.0. ([#1957](https://github.com/rapidsai/raft/pull/1957)) [@bdice](https://github.com/bdice)
+- Enable host dataset for IVF-Flat ([#1635](https://github.com/rapidsai/raft/pull/1635)) [@tfeher](https://github.com/tfeher)
+- add half/bfloat support to myInf and abs ([#1592](https://github.com/rapidsai/raft/pull/1592)) [@Kh4ster](https://github.com/Kh4ster)
+
 # raft 23.12.00 (6 Dec 2023)
 
 ## 🐛 Bug Fixes

diff --git a/...vironments/all_cuda-120_arch-aarch64.yaml → ...vironments/all_cuda-122_arch-aarch64.yaml b/...vironments/all_cuda-120_arch-aarch64.yaml → ...vironments/all_cuda-122_arch-aarch64.yaml
@@ -17,7 +17,7 @@ dependencies:
 - cuda-nvtx-dev
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
-- cuda-version=12.0
+- cuda-version=12.2
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
@@ -54,4 +54,4 @@ dependencies:
 - ucx-proc=*=gpu
 - ucx-py==0.37.*
 - ucx>=1.13.0
-name: all_cuda-120_arch-aarch64
+name: all_cuda-122_arch-aarch64
diff --git a/...nvironments/all_cuda-120_arch-x86_64.yaml → ...nvironments/all_cuda-122_arch-x86_64.yaml b/...nvironments/all_cuda-120_arch-x86_64.yaml → ...nvironments/all_cuda-122_arch-x86_64.yaml
@@ -17,7 +17,7 @@ dependencies:
 - cuda-nvtx-dev
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
-- cuda-version=12.0
+- cuda-version=12.2
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
@@ -54,4 +54,4 @@ dependencies:
 - ucx-proc=*=gpu
 - ucx-py==0.37.*
 - ucx>=1.13.0
-name: all_cuda-120_arch-x86_64
+name: all_cuda-122_arch-x86_64