From efe5fca005c2b349e81e517b5e9328b7906b26ed Mon Sep 17 00:00:00 2001
From: Kyle Edwards <kyedwards@nvidia.com>
Date: Thu, 11 Jul 2024 16:11:31 -0400
Subject: [PATCH 1/6] Build and test with CUDA 12.5.1

---
 .../cuda12.2-conda/devcontainer.json          |  8 +++---
 .devcontainer/cuda12.2-pip/devcontainer.json  | 12 ++++----
 .github/workflows/build.yaml                  | 16 +++++------
 .github/workflows/pr.yaml                     | 28 +++++++++----------
 .github/workflows/test.yaml                   | 10 +++----
 ...64.yaml => all_cuda-125_arch-aarch64.yaml} |  4 +--
 ..._64.yaml => all_cuda-125_arch-x86_64.yaml} |  4 +--
 dependencies.yaml                             |  6 +++-
 8 files changed, 46 insertions(+), 42 deletions(-)
 rename conda/environments/{all_cuda-122_arch-aarch64.yaml => all_cuda-125_arch-aarch64.yaml} (95%)
 rename conda/environments/{all_cuda-122_arch-x86_64.yaml => all_cuda-125_arch-x86_64.yaml} (95%)

diff --git a/.devcontainer/cuda12.2-conda/devcontainer.json b/.devcontainer/cuda12.2-conda/devcontainer.json
index 1afde7b717..836a5feacd 100644
--- a/.devcontainer/cuda12.2-conda/devcontainer.json
+++ b/.devcontainer/cuda12.2-conda/devcontainer.json
@@ -3,7 +3,7 @@
     "context": "${localWorkspaceFolder}/.devcontainer",
     "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
     "args": {
-      "CUDA": "12.2",
+      "CUDA": "12.5",
       "PYTHON_PACKAGE_MANAGER": "conda",
       "BASE": "rapidsai/devcontainers:24.08-cpp-mambaforge-ubuntu22.04"
     }
@@ -11,7 +11,7 @@
   "runArgs": [
     "--rm",
     "--name",
-    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.2-conda"
+    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-conda"
   ],
   "hostRequirements": {"gpu": "optional"},
   "features": {
@@ -20,7 +20,7 @@
   "overrideFeatureInstallOrder": [
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
   ],
-  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.2-envs}"],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config,conda/pkgs,conda/${localWorkspaceFolderBasename}-cuda12.5-envs}"],
   "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
   "workspaceFolder": "/home/coder",
   "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/raft,type=bind,consistency=consistent",
@@ -29,7 +29,7 @@
     "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.conda/pkgs,target=/home/coder/.conda/pkgs,type=bind,consistency=consistent",
-    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.2-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
+    "source=${localWorkspaceFolder}/../.conda/${localWorkspaceFolderBasename}-cuda12.5-envs,target=/home/coder/.conda/envs,type=bind,consistency=consistent"
   ],
   "customizations": {
     "vscode": {
diff --git a/.devcontainer/cuda12.2-pip/devcontainer.json b/.devcontainer/cuda12.2-pip/devcontainer.json
index 61ca9a8661..28798cbbf5 100644
--- a/.devcontainer/cuda12.2-pip/devcontainer.json
+++ b/.devcontainer/cuda12.2-pip/devcontainer.json
@@ -3,15 +3,15 @@
     "context": "${localWorkspaceFolder}/.devcontainer",
     "dockerfile": "${localWorkspaceFolder}/.devcontainer/Dockerfile",
     "args": {
-      "CUDA": "12.2",
+      "CUDA": "12.5",
       "PYTHON_PACKAGE_MANAGER": "pip",
-      "BASE": "rapidsai/devcontainers:24.08-cpp-cuda12.2-ubuntu22.04"
+      "BASE": "rapidsai/devcontainers:24.08-cpp-cuda12.5-ubuntu22.04"
     }
   },
   "runArgs": [
     "--rm",
     "--name",
-    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.2-pip"
+    "${localEnv:USER:anon}-rapids-${localWorkspaceFolderBasename}-24.08-cuda12.5-pip"
   ],
   "hostRequirements": {"gpu": "optional"},
   "features": {
@@ -19,7 +19,7 @@
       "version": "1.15.0"
     },
     "ghcr.io/rapidsai/devcontainers/features/cuda:24.8": {
-      "version": "12.2",
+      "version": "12.5",
       "installcuBLAS": true,
       "installcuSOLVER": true,
       "installcuRAND": true,
@@ -32,7 +32,7 @@
     "ghcr.io/rapidsai/devcontainers/features/cuda",
     "ghcr.io/rapidsai/devcontainers/features/rapids-build-utils"
   ],
-  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.2-venvs}"],
+  "initializeCommand": ["/bin/bash", "-c", "mkdir -m 0755 -p ${localWorkspaceFolder}/../.{aws,cache,config/pip,local/share/${localWorkspaceFolderBasename}-cuda12.5-venvs}"],
   "postAttachCommand": ["/bin/bash", "-c", "if [ ${CODESPACES:-false} = 'true' ]; then . devcontainer-utils-post-attach-command; . rapids-post-attach-command; fi"],
   "workspaceFolder": "/home/coder",
   "workspaceMount": "source=${localWorkspaceFolder},target=/home/coder/raft,type=bind,consistency=consistent",
@@ -40,7 +40,7 @@
     "source=${localWorkspaceFolder}/../.aws,target=/home/coder/.aws,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.cache,target=/home/coder/.cache,type=bind,consistency=consistent",
     "source=${localWorkspaceFolder}/../.config,target=/home/coder/.config,type=bind,consistency=consistent",
-    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.2-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
+    "source=${localWorkspaceFolder}/../.local/share/${localWorkspaceFolderBasename}-cuda12.5-venvs,target=/home/coder/.local/share/venvs,type=bind,consistency=consistent"
   ],
   "customizations": {
     "vscode": {
diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index e6f7043f82..50f31f07f1 100644
--- 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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-build.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-python-build.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-upload-packages.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/custom-job.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -88,7 +88,7 @@ jobs:
       package-name: pylibraft
   wheel-build-raft-dask:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -98,7 +98,7 @@ jobs:
   wheel-publish-raft-dask:
     needs: wheel-build-raft-dask
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-publish.yaml@cuda-12.5.1
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index eff1124f16..5bfa3b54f7 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -25,29 +25,29 @@ jobs:
       - wheel-tests-raft-dask
       - devcontainer
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@cuda-12.5.1
   checks:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/checks.yaml@cuda-12.5.1
     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@cuda-12.5.1
     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@cuda-12.5.1
     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@cuda-12.5.1
     with:
       build_type: pull-request
       enable_check_symbols: true
@@ -55,19 +55,19 @@ jobs:
   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@cuda-12.5.1
     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@cuda-12.5.1
     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@cuda-12.5.1
     with:
       build_type: pull-request
       node_type: "gpu-v100-latest-1"
@@ -77,37 +77,37 @@ jobs:
   wheel-build-pylibraft:
     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@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-build.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/build-in-devcontainer.yaml@cuda-12.5.1
     with:
       arch: '["amd64"]'
-      cuda: '["12.2"]'
+      cuda: '["12.5"]'
       build_command: |
         sccache -z;
         build-all -DBUILD_PRIMS_BENCH=ON -DBUILD_ANN_BENCH=ON --verbose;
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 0eba0f27d1..f6eddfd896 100644
--- 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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/conda-cpp-post-build-checks.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -26,7 +26,7 @@ jobs:
       symbol_exclusions: _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@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -34,7 +34,7 @@ jobs:
       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@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
@@ -42,7 +42,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests-pylibraft:
     secrets: inherit
-    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@branch-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     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-24.08
+    uses: rapidsai/shared-workflows/.github/workflows/wheels-test.yaml@cuda-12.5.1
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/conda/environments/all_cuda-122_arch-aarch64.yaml b/conda/environments/all_cuda-125_arch-aarch64.yaml
similarity index 95%
rename from conda/environments/all_cuda-122_arch-aarch64.yaml
rename to conda/environments/all_cuda-125_arch-aarch64.yaml
index 5bcefc430f..2042156224 100644
--- a/conda/environments/all_cuda-122_arch-aarch64.yaml
+++ b/conda/environments/all_cuda-125_arch-aarch64.yaml
@@ -17,7 +17,7 @@ dependencies:
 - cuda-nvtx-dev
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
-- cuda-version=12.2
+- cuda-version=12.5
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
@@ -54,4 +54,4 @@ dependencies:
 - sphinx-markdown-tables
 - sysroot_linux-aarch64==2.17
 - ucx-py==0.39.*,>=0.0.0a0
-name: all_cuda-122_arch-aarch64
+name: all_cuda-125_arch-aarch64
diff --git a/conda/environments/all_cuda-122_arch-x86_64.yaml b/conda/environments/all_cuda-125_arch-x86_64.yaml
similarity index 95%
rename from conda/environments/all_cuda-122_arch-x86_64.yaml
rename to conda/environments/all_cuda-125_arch-x86_64.yaml
index 3b0dd4ddde..a2586cc211 100644
--- a/conda/environments/all_cuda-122_arch-x86_64.yaml
+++ b/conda/environments/all_cuda-125_arch-x86_64.yaml
@@ -17,7 +17,7 @@ dependencies:
 - cuda-nvtx-dev
 - cuda-profiler-api
 - cuda-python>=12.0,<13.0a0
-- cuda-version=12.2
+- cuda-version=12.5
 - cupy>=12.0.0
 - cxx-compiler
 - cython>=3.0.0
@@ -54,4 +54,4 @@ dependencies:
 - sphinx-markdown-tables
 - sysroot_linux-64==2.17
 - ucx-py==0.39.*,>=0.0.0a0
-name: all_cuda-122_arch-x86_64
+name: all_cuda-125_arch-x86_64
diff --git a/dependencies.yaml b/dependencies.yaml
index faf0293c36..b16d37f4bb 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -3,7 +3,7 @@ files:
   all:
     output: conda
     matrix:
-      cuda: ["11.8", "12.2"]
+      cuda: ["11.8", "12.5"]
       arch: [x86_64, aarch64]
     includes:
       - rapids_build
@@ -297,6 +297,10 @@ dependencies:
               cuda: "12.2"
             packages:
               - cuda-version=12.2
+          - matrix:
+              cuda: "12.5"
+            packages:
+              - cuda-version=12.5
   cuda:
     specific:
       - output_types: conda

From 979a36f159e8ea1fadeec03f24b9996e0cffb4f2 Mon Sep 17 00:00:00 2001
From: Kyle Edwards <kyedwards@nvidia.com>
Date: Thu, 11 Jul 2024 17:26:27 -0400
Subject: [PATCH 2/6] Re-run CI


From 96a883fa8f2f8ad13c30250401b75e4eb5e61b69 Mon Sep 17 00:00:00 2001
From: Kyle Edwards <kyedwards@nvidia.com>
Date: Tue, 16 Jul 2024 09:19:54 -0400
Subject: [PATCH 3/6] Re-run CI


From 5915d3d2758c875d265e5fedd72b08c1511f52dc Mon Sep 17 00:00:00 2001
From: Kyle Edwards <kyedwards@nvidia.com>
Date: Tue, 16 Jul 2024 12:12:07 -0400
Subject: [PATCH 4/6] Update docs

---
 docs/source/build.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/build.md b/docs/source/build.md
index 10e66776de..64f3bd01a2 100644
--- a/docs/source/build.md
+++ b/docs/source/build.md
@@ -106,7 +106,7 @@ In addition to the libraries included with cudatoolkit 11.0+, there are some oth
 
 Conda environment scripts are provided for installing the necessary dependencies to build both the C++ and Python libraries from source. It is preferred to use `mamba`, as it provides significant speedup over `conda`:
 ```bash
-mamba env create --name rapids_raft -f conda/environments/all_cuda-122_arch-x86_64.yaml
+mamba env create --name rapids_raft -f conda/environments/all_cuda-125_arch-x86_64.yaml
 mamba activate rapids_raft
 ```
 

From c1ea4082b9b518b5593bb9c509fd254e2625d56b Mon Sep 17 00:00:00 2001
From: Kyle Edwards <kyedwards@nvidia.com>
Date: Tue, 16 Jul 2024 13:19:43 -0400
Subject: [PATCH 5/6] Update docs

---
 README.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/README.md b/README.md
index ee5b4a8009..d6f3ef9320 100755
--- a/README.md
+++ b/README.md
@@ -281,16 +281,16 @@ mamba install -c rapidsai -c conda-forge -c nvidia raft-dask pylibraft cuda-vers
 ```
 
 ```bash
-# for CUDA 12.0
-mamba install -c rapidsai -c conda-forge -c nvidia raft-dask pylibraft cuda-version=12.0
+# for CUDA 12.5
+mamba install -c rapidsai -c conda-forge -c nvidia raft-dask pylibraft cuda-version=12.5
 ```
 
 Note that the above commands will also install `libraft-headers` and `libraft`.
 
 You can also install the conda packages individually using the `mamba` command above. For example, if you'd like to install RAFT's headers and pre-compiled shared library to use in your project:
 ```bash
-# for CUDA 12.0
-mamba install -c rapidsai -c conda-forge -c nvidia libraft libraft-headers cuda-version=12.0
+# for CUDA 12.5
+mamba install -c rapidsai -c conda-forge -c nvidia libraft libraft-headers cuda-version=12.5
 ```
 
 If installing the C++ APIs please see [using libraft](https://docs.rapids.ai/api/raft/nightly/using_libraft/) for more information on using the pre-compiled shared library. You can also refer to the [example C++ template project](https://github.com/rapidsai/raft/tree/branch-24.08/cpp/template) for a ready-to-go CMake configuration that you can drop into your project and build against installed RAFT development artifacts above.

From d0695fd7aa5e2bb7a6e1da525b69cf4adcea6345 Mon Sep 17 00:00:00 2001
From: jakirkham <jakirkham@gmail.com>
Date: Tue, 16 Jul 2024 15:10:07 -0700
Subject: [PATCH 6/6] Rename `.devcontainer`s for CUDA 12.5

---
 .../{cuda12.2-conda => cuda12.5-conda}/devcontainer.json          | 0
 .devcontainer/{cuda12.2-pip => cuda12.5-pip}/devcontainer.json    | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename .devcontainer/{cuda12.2-conda => cuda12.5-conda}/devcontainer.json (100%)
 rename .devcontainer/{cuda12.2-pip => cuda12.5-pip}/devcontainer.json (100%)

diff --git a/.devcontainer/cuda12.2-conda/devcontainer.json b/.devcontainer/cuda12.5-conda/devcontainer.json
similarity index 100%
rename from .devcontainer/cuda12.2-conda/devcontainer.json
rename to .devcontainer/cuda12.5-conda/devcontainer.json
diff --git a/.devcontainer/cuda12.2-pip/devcontainer.json b/.devcontainer/cuda12.5-pip/devcontainer.json
similarity index 100%
rename from .devcontainer/cuda12.2-pip/devcontainer.json
rename to .devcontainer/cuda12.5-pip/devcontainer.json