chore: sync dev to main (0.2.11 release)

- fix: resolve onnxruntime/onnxruntime-gpu conflict clobbering GPU support - perf: stream thumbnail download in bounded batches to cap peak RAM - fix: log thumbnail fetch failures; restore get() for duplicate-ID safety - ci: cancel in-progress Docker builds on superseding push - ci: enforce GHCR package visibility public after each push - docs: README and wiki updated with memory guidance and GPU troubleshooting
2026-06-12 23:40:17 +00:00
parent 567e568c47 a281b4b896
commit 8103801ec8
7 changed files with 323 additions and 184 deletions
@@ -10,6 +10,10 @@ on:
      - ".github/workflows/lint.yml"
      - ".github/dependabot.yml"
 concurrency:
  group: docker-${{ github.ref }}
  cancel-in-progress: true
 env:
  REGISTRY: ghcr.io
  IMAGE_NAME: sudolulo/winnow
@@ -127,6 +131,13 @@ jobs:
        run: |
          docker buildx imagetools inspect ${{ steps.tags.outputs.tags }}
      - name: Ensure package is public
        run: |
          gh api -X PATCH /user/packages/container/winnow \
            -f visibility=public || true
        env:
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
  build-cpu:
    name: Build CPU-only (amd64)
    runs-on: ubuntu-latest
@@ -181,3 +192,10 @@ jobs:
      - name: Inspect CPU image
        run: |
          docker buildx imagetools inspect ${{ steps.cpu-tag.outputs.tag }}
      - name: Ensure package is public
        run: |
          gh api -X PATCH /user/packages/container/winnow \
            -f visibility=public || true
        env:
          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
@@ -7,6 +7,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased]
 ## [0.2.11] - 2026-06-12
 ### Fixed
 - **GPU broken on x86_64 Linux**: `insightface` 1.0.1 (pulled in by the 0.2.10 lock update) added a hard dependency on the CPU `onnxruntime` package. Combined with an incorrect `override-dependencies` entry introduced in 0.2.10, both `onnxruntime` (CPU) and `onnxruntime-gpu` were being installed into the same venv. The CPU package landed last and overwrote the GPU one, causing `CUDAExecutionProvider` to disappear from the provider list even when a GPU was present. Fixed by declaring `onnxruntime` and `onnxruntime-gpu` as conflicting packages in uv's resolver, ensuring only the correct one is installed per platform.
 - **OOM crash on large person libraries (CPU mode)**: All candidate thumbnails were downloaded into a single in-memory dict before any processing began. At ~5 MB per decoded preview image, a person with 472 candidates would accumulate ~2.4 GB of thumbnail data alone, exhausting a 4 GB container memory limit. Thumbnails are now downloaded and processed in batches of 32, with each image released immediately after embedding. Peak in-flight thumbnail memory is now bounded to ~256 MB regardless of candidate pool size. GPU users also benefit from lower host RAM pressure and faster time-to-first-result on large libraries.
 ## [0.2.10] - 2026-06-12
 ### Added
@@ -142,7 +142,7 @@ services:
              capabilities: [gpu]
 ```
-> **CPU users (`:cpu` tag):** remove the `deploy.resources` block — no NVIDIA runtime needed.
+> **CPU users (`:cpu` tag):** remove the `deploy.resources` block — no NVIDIA runtime needed. Add `mem_limit: 2g` to the service to prevent an OOM restart loop on large libraries.
 See [compose.yml](compose.yml) for the full annotated example.
@@ -1,6 +1,6 @@
 [project]
 name = "winnow"
-version = "0.2.10"
+version = "0.2.11"
 description = "Immich to Frigate training sets"
 license = "AGPL-3.0-or-later"
 requires-python = ">=3.13"
@@ -1,6 +1,6 @@
 [project]
 name = "winnow"
-version = "0.2.10"
+version = "0.2.11"
 description = "Immich to Frigate training sets"
 license = "AGPL-3.0-or-later"
 requires-python = ">=3.13"
@@ -39,7 +39,12 @@ winnow = "winnow.cli:main"
 Repository = "https://github.com/sudolulo/winnow"
 [tool.uv]
-override-dependencies = ["onnxruntime>=1.23.2"]
+conflicts = [
    [
        { package = "onnxruntime" },
        { package = "onnxruntime-gpu" },
    ],
 ]
 required-environments = [
    "sys_platform == 'linux' and platform_machine == 'x86_64'",
    "sys_platform == 'linux' and platform_machine == 'aarch64'",
@@ -2,24 +2,25 @@ version = 1
 revision = 3
 requires-python = ">=3.13"
 resolution-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 'aarch64' and sys_platform == 'linux'",
    "platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 's390x' and sys_platform == 'linux'",
    "platform_machine != 's390x' and sys_platform == 'win32'",
    "platform_machine == 's390x' and sys_platform == 'win32'",
    "platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
    "platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
    "platform_machine != 's390x' and sys_platform == 'darwin'",
    "platform_machine == 's390x' and sys_platform == 'darwin'",
-    "platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64' and sys_platform == 'linux'",
+    "platform_machine == 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 's390x' and sys_platform == 'linux'",
 ]
 required-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 'aarch64' and sys_platform == 'linux'",
 ]
-
+conflicts = [[
-[manifest]
+    { package = "onnxruntime" },
-overrides = [{ name = "onnxruntime", specifier = ">=1.23.2" }]
+    { package = "onnxruntime-gpu" },
 ]]
 [[package]]
 name = "annotated-doc"
@@ -113,7 +114,7 @@ name = "click"
 version = "8.4.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "colorama", marker = "sys_platform == 'win32' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
 wheels = [
@@ -204,13 +205,21 @@ resolution-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "cuda-pathfinder", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-pathfinder", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/eb/7b/f1575e41e1a17dc2f2a408b2e8e864c9324e41e3e23f6401e5efc54c152a/cuda_bindings-12.9.7-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:266379e4942051f544a8e7ea1a30ead8d7e8199b6b30fcdc8917cae2bf614e61", size = 6978549, upload-time = "2026-05-27T18:44:18.839Z" },
    { url = "https://files.pythonhosted.org/packages/9d/dc/62d62eb4f91eb721bcf46da51b13e9872ccd8fa7e60eb8ba7b7baeac72c6/cuda_bindings-12.9.7-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:59cf4a37b0d662ba15037c9ceebe1a306ebf2c01a8235a09be13cd07094fdb74", size = 7457675, upload-time = "2026-05-27T18:44:20.637Z" },
    { url = "https://files.pythonhosted.org/packages/43/b2/753fe88151001d0dc23f56a8e119fe06b991b0d1a885fa02f9852b12f523/cuda_bindings-12.9.7-cp313-cp313-win_amd64.whl", hash = "sha256:5bd89dcb78475a6d8a4620ea94b74edf0cbbeacee6d1622d8f94452c1e8d3f15", size = 7360097, upload-time = "2026-05-27T18:44:22.405Z" },
    { url = "https://files.pythonhosted.org/packages/f9/77/94d9b85f26add6fe9c9cb7c4ec3b96bc598f7ea5cfbd7490cc0a36adf5be/cuda_bindings-12.9.7-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2dbcd4801954eb3508f4dc2fa0d0c8eb93eb3f45326fd61be2731418c371e7a0", size = 6870886, upload-time = "2026-05-27T18:44:24.164Z" },
    { url = "https://files.pythonhosted.org/packages/04/dd/3ec34b569e1b990b11276feba306bf8f446656cc38e8ed0f49b5facfeffa/cuda_bindings-12.9.7-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3747ea132642416786a8e31bf229032df3a7856911ae5426a7be53d032df183d", size = 7345663, upload-time = "2026-05-27T18:44:26.333Z" },
    { url = "https://files.pythonhosted.org/packages/b8/c8/d79a20ba396e7ab2dfdd4b72b62356972b25b88aee2ded49a70c797ddea1/cuda_bindings-12.9.7-cp313-cp313t-win_amd64.whl", hash = "sha256:64f7ade7a7a3b69001489753acc21706d9dbda32db8deb68a767a0a0aab30b68", size = 7780136, upload-time = "2026-05-27T18:44:28.121Z" },
    { url = "https://files.pythonhosted.org/packages/68/e4/075052d42872cf8162da53f14447a4b8abc004c3750e4b724ee502428da0/cuda_bindings-12.9.7-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:775960ac9e530717f3b48e165cc6f68684fa9a4141764fd923e4c1a9820acc73", size = 7060090, upload-time = "2026-05-27T18:44:30.281Z" },
    { url = "https://files.pythonhosted.org/packages/ec/cd/3289c810a4d45e5364a3387a74b4c9b6f6f57ee96ae0e5b537cc61dec242/cuda_bindings-12.9.7-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3c47ec1a7a441d91aab32339951df7a1be53451121a12c094bba51467717a35a", size = 7504419, upload-time = "2026-05-27T18:44:31.992Z" },
    { url = "https://files.pythonhosted.org/packages/5b/a0/c429fdcfa5aae181415504c5085ea5944f782b417dd16a7f2a14be0da80d/cuda_bindings-12.9.7-cp314-cp314-win_amd64.whl", hash = "sha256:1e2a4f2ec5b67408c04bb4fbed45d214b66de1f00ee2e972865cacb8708d4e1e", size = 7493876, upload-time = "2026-05-27T18:44:33.618Z" },
    { url = "https://files.pythonhosted.org/packages/11/43/472a6281c3d94e71687e27c657a8f60718d3579b4d94c41deea503165f8a/cuda_bindings-12.9.7-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:00a833d399b31071fab4cf3de2929840ae462dc4848116eeff033d09219e7116", size = 6899146, upload-time = "2026-05-27T18:44:35.556Z" },
    { url = "https://files.pythonhosted.org/packages/2b/13/10c1d0b32a9da65142d213e0733d748457fb3fd066aee4317335266f15c6/cuda_bindings-12.9.7-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11aeafa2b33995f890086b3fb0f062075176d956e9b6a6fe1a699dddc413f6ad", size = 7369087, upload-time = "2026-05-27T18:44:37.359Z" },
    { url = "https://files.pythonhosted.org/packages/33/10/c71a07cd2a1d4db119bada1848b4752a874ccfe4927d419bfdd05f250920/cuda_bindings-12.9.7-cp314-cp314t-win_amd64.whl", hash = "sha256:ece8dfbc22e6de96a26940ab9887eb3cfe1fc1bc3966169391cdb866bb82bb64", size = 8208198, upload-time = "2026-05-27T18:44:39.053Z" },
 ]
 [[package]]
@@ -222,15 +231,18 @@ resolution-markers = [
    "platform_machine == 's390x' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "cuda-pathfinder", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-pathfinder", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/cc/6e/2394f8163360f8391f8f1b7e72d300a82724edb81a7b7084c799fbd4c91f/cuda_bindings-13.3.1-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9efb21c1ee64981e184b9e0ba5eb3179e5ba3d4b51665a6cb52b8ef3d01a7cbf", size = 5920504, upload-time = "2026-05-29T23:11:56.883Z" },
    { url = "https://files.pythonhosted.org/packages/34/c2/ef9b6a63f7dc432712a462c816662e662e00d38caa9b861c8c2588195d03/cuda_bindings-13.3.1-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2732904099e0a4d4db774a5fc6d91ee95fae065b4d2ecabb4968c5fe2406c9d7", size = 6476660, upload-time = "2026-05-29T23:11:59.188Z" },
    { url = "https://files.pythonhosted.org/packages/0c/2f/6a0dd496550c6fafbf6aeb1bf40242eeabb2fd138a43892aabb4be8224c2/cuda_bindings-13.3.1-cp313-cp313-win_amd64.whl", hash = "sha256:18c8c167c8907b8f02531ca810534315c458dabef31f7965095619bf647b9202", size = 5830027, upload-time = "2026-05-29T23:12:01.205Z" },
    { url = "https://files.pythonhosted.org/packages/b1/81/bff68ce829999c1e4209c761bbf903b1c06ec570416ddb25020864ad5907/cuda_bindings-13.3.1-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ab2f74ed65bfef4163ba07a8db16f1085e0729291db12a2423aff84ee8278b8", size = 6013639, upload-time = "2026-05-29T23:12:03.509Z" },
    { url = "https://files.pythonhosted.org/packages/d4/e0/c8a1f0c8f9ffdea4f5fe6dbab89b326cef4d85caf489dad39e209da89416/cuda_bindings-13.3.1-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:efd4c814d311ec08c981f6dded1dbe7d4b371067ee4f6c14cccec4bde9590f80", size = 6534419, upload-time = "2026-05-29T23:12:05.633Z" },
    { url = "https://files.pythonhosted.org/packages/48/45/2734be44dbc80ac082ec23a86b41c8294992dcb90033645ed1bc50aafe4c/cuda_bindings-13.3.1-cp314-cp314-win_amd64.whl", hash = "sha256:8de12ef60bf40756852cb62bbb40460609269f6ece522903d1cc93d73a3ececb", size = 5961055, upload-time = "2026-05-29T23:12:07.971Z" },
    { url = "https://files.pythonhosted.org/packages/52/b8/83b1f563925b290f2d11a01a77a84013ba56052fe3653a5bef3ccfbb43d6/cuda_bindings-13.3.1-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c3c772dfff49681541d59630c90f858e173ac926b9c593a2b7123f2a1043cc76", size = 5809771, upload-time = "2026-05-29T23:12:10.422Z" },
    { url = "https://files.pythonhosted.org/packages/12/20/e79b4bfe98f075195afb6343d41c498f9dbd2d161d7021d4d28bceb83581/cuda_bindings-13.3.1-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:36febb7c1079d68a981dbbd8d5a67235b399802b82075c9388624719607e52b9", size = 6358584, upload-time = "2026-05-29T23:12:12.767Z" },
    { url = "https://files.pythonhosted.org/packages/27/2a/b59bcac016ab9985d6b48a5d05b0d698461a159ca03ee11c4abd54da2ac4/cuda_bindings-13.3.1-cp314-cp314t-win_amd64.whl", hash = "sha256:61120b5e4f4a63f67efd7e7396914cb9ef871bb1f0021e990fb70277be240a4d", size = 6740329, upload-time = "2026-05-29T23:12:15.153Z" },
 ]
 [[package]]
@@ -254,37 +266,37 @@ wheels = [
 [package.optional-dependencies]
 cublas = [
-    { name = "nvidia-cublas-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cudart = [
-    { name = "nvidia-cuda-runtime-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-runtime-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cufft = [
-    { name = "nvidia-cufft-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cufft-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cufile = [
-    { name = "nvidia-cufile-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cufile-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-cupti-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 curand = [
-    { name = "nvidia-curand-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-curand-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cusolver = [
-    { name = "nvidia-cusolver-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusolver-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparse-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-nvrtc-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvtx = [
-    { name = "nvidia-nvtx-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvtx-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 [[package]]
@@ -301,34 +313,34 @@ wheels = [
 [package.optional-dependencies]
 cudart = [
-    { name = "nvidia-cuda-runtime", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-runtime", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cufft = [
-    { name = "nvidia-cufft", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cufft", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cufile = [
-    { name = "nvidia-cufile", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cufile", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-cupti", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 curand = [
-    { name = "nvidia-curand", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-curand", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cusolver = [
-    { name = "nvidia-cusolver", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusolver", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparse", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-nvrtc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 nvtx = [
-    { name = "nvidia-nvtx", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvtx", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 [[package]]
@@ -476,7 +488,7 @@ dependencies = [
    { name = "click" },
    { name = "filelock" },
    { name = "fsspec" },
-    { name = "hf-xet", marker = "platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64'" },
+    { name = "hf-xet", marker = "platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
    { name = "httpx" },
    { name = "packaging" },
    { name = "pyyaml" },
@@ -854,11 +866,12 @@ name = "nvidia-cublas"
 version = "13.1.1.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cuda-nvrtc", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cuda-nvrtc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/a7/a1/0bd24ee8c8d03adac032fd2909426a00c88f8c57961b1277ded97f91119f/nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:b7a210458267ac818974c53038fbec2e969d5c99f305ab15c72522fa9f001dd5", size = 542848918, upload-time = "2026-04-08T18:46:22.985Z" },
    { url = "https://files.pythonhosted.org/packages/3b/cd/154ca20c38269e05eff77c1464e6c1da89f50a6390b565e9d82e06bc11e1/nvidia_cublas-13.1.1.3-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:37936a16db8fe4ac1f065c2139360608a543a09275cb1a1af612e08cfa065436", size = 423138758, upload-time = "2026-04-08T18:46:58.655Z" },
    { url = "https://files.pythonhosted.org/packages/45/9e/2f562daf80eb8f7a685fb7bea4fda71f6048e4f359d6fdd1b6e70206cb2f/nvidia_cublas-13.1.1.3-py3-none-win_amd64.whl", hash = "sha256:b6cdce694e47ff6aadf0a69df1cab6628d696f5ff56e8d16af50309d855fa20f", size = 404358158, upload-time = "2026-04-08T18:47:26.987Z" },
 ]
 [[package]]
@@ -878,6 +891,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/2a/2a/80353b103fc20ce05ef51e928daed4b6015db4aaa9162ed0997090fe2250/nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_aarch64.whl", hash = "sha256:796bd679890ee55fb14a94629b698b6db54bcfd833d391d5e94017dd9d7d3151", size = 10310827, upload-time = "2025-09-04T08:26:42.012Z" },
    { url = "https://files.pythonhosted.org/packages/33/6d/737d164b4837a9bbd202f5ae3078975f0525a55730fe871d8ed4e3b952b0/nvidia_cuda_cupti-13.0.85-py3-none-manylinux_2_25_x86_64.whl", hash = "sha256:4eb01c08e859bf924d222250d2e8f8b8ff6d3db4721288cf35d14252a4d933c8", size = 10715597, upload-time = "2025-09-04T08:26:51.312Z" },
    { url = "https://files.pythonhosted.org/packages/ad/df/b74b10025c1205695c5676373f2edd3e87a7202cc62ead0dfbc373b0f6ea/nvidia_cuda_cupti-13.0.85-py3-none-win_amd64.whl", hash = "sha256:683f58d301548deeefcb8f6fac1b8d907691b9d8b18eccab417f51e362102f00", size = 7736776, upload-time = "2025-09-04T08:38:08.38Z" },
 ]
 [[package]]
@@ -885,8 +899,11 @@ name = "nvidia-cuda-cupti-cu12"
 version = "12.6.80"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/e6/8b/2f6230cb715646c3a9425636e513227ce5c93c4d65823a734f4bb86d43c3/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:166ee35a3ff1587f2490364f90eeeb8da06cd867bd5b701bf7f9a02b78bc63fc", size = 8236764, upload-time = "2024-11-20T17:35:41.03Z" },
    { url = "https://files.pythonhosted.org/packages/25/0f/acb326ac8fd26e13c799e0b4f3b2751543e1834f04d62e729485872198d4/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_aarch64.whl", hash = "sha256:358b4a1d35370353d52e12f0a7d1769fc01ff74a191689d3870b2123156184c4", size = 8236756, upload-time = "2024-10-01T16:57:45.507Z" },
    { url = "https://files.pythonhosted.org/packages/49/60/7b6497946d74bcf1de852a21824d63baad12cd417db4195fc1bfe59db953/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6768bad6cab4f19e8292125e5f1ac8aa7d1718704012a0e3272a6f61c4bce132", size = 8917980, upload-time = "2024-11-20T17:36:04.019Z" },
    { url = "https://files.pythonhosted.org/packages/a5/24/120ee57b218d9952c379d1e026c4479c9ece9997a4fb46303611ee48f038/nvidia_cuda_cupti_cu12-12.6.80-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a3eff6cdfcc6a4c35db968a06fcadb061cbc7d6dde548609a941ff8701b98b73", size = 8917972, upload-time = "2024-10-01T16:58:06.036Z" },
    { url = "https://files.pythonhosted.org/packages/1c/81/7796f096afaf726796b1b648f3bc80cafc61fe7f77f44a483c89e6c5ef34/nvidia_cuda_cupti_cu12-12.6.80-py3-none-win_amd64.whl", hash = "sha256:bbe6ae76e83ce5251b56e8c8e61a964f757175682bbad058b170b136266ab00a", size = 5724175, upload-time = "2024-10-01T17:09:47.955Z" },
 ]
 [[package]]
@@ -896,6 +913,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/c3/68/483a78f5e8f31b08fb1bb671559968c0ca3a065ac7acabfc7cee55214fd6/nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:ad9b6d2ead2435f11cbb6868809d2adeeee302e9bb94bcf0539c7a40d80e8575", size = 90215200, upload-time = "2025-09-04T08:28:44.204Z" },
    { url = "https://files.pythonhosted.org/packages/b7/dc/6bb80850e0b7edd6588d560758f17e0550893a1feaf436807d64d2da040f/nvidia_cuda_nvrtc-13.0.88-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d27f20a0ca67a4bb34268a5e951033496c5b74870b868bacd046b1b8e0c3267b", size = 43015449, upload-time = "2025-09-04T08:28:20.239Z" },
    { url = "https://files.pythonhosted.org/packages/4a/af/345fedb9f4c76c84ab4fa445b36bd4048a4d9db60e6bc76b4f913ff4b852/nvidia_cuda_nvrtc-13.0.88-py3-none-win_amd64.whl", hash = "sha256:6bcd4e7f8e205cbe644f5a98f2f799bef9556fefc89dd786e79a16312ce49872", size = 76807835, upload-time = "2025-09-04T08:39:15.274Z" },
 ]
 [[package]]
@@ -904,6 +922,8 @@ version = "12.6.85"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/f5/31/ffb400c5ae99daf09687aa6c42831c5d824f71c4851363ed2a4a1ac52bab/nvidia_cuda_nvrtc_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:800927308ccc5dd6246d3f61f7fcef2ed7ec4e59e199090d360d3293f78bd5a2", size = 23649944, upload-time = "2024-11-20T17:38:06.511Z" },
    { url = "https://files.pythonhosted.org/packages/48/ab/476146f59ff5ef5bd6e62c187097d859ea78b5752d19c6c3f9be5f90dafc/nvidia_cuda_nvrtc_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3f3134f50963882373063901657554f230bedf6039d30b09f6be55c64c993a37", size = 23162872, upload-time = "2024-11-20T17:37:42.967Z" },
    { url = "https://files.pythonhosted.org/packages/0c/f7/472414aee887d626373d0b2140a59ac4308e3eaed815060e5410fc83305a/nvidia_cuda_nvrtc_cu12-12.6.85-py3-none-win_amd64.whl", hash = "sha256:a419e2c95e75b88b602f8bb66f82a6c5651e8475a509841c958486b1b71510bf", size = 39026436, upload-time = "2024-11-20T17:49:13.633Z" },
 ]
 [[package]]
@@ -913,6 +933,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/87/4f/17d7b9b8e285199c58ce28e31b5c5bbaa4d8271af06a89b6405258245de2/nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ef9bcbe90493a2b9d810e43d249adb3d02e98dd30200d86607d8d02687c43f55", size = 2261060, upload-time = "2025-10-09T08:55:15.78Z" },
    { url = "https://files.pythonhosted.org/packages/2e/24/d1558f3b68b1d26e706813b1d10aa1d785e4698c425af8db8edc3dced472/nvidia_cuda_runtime-13.0.96-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7f82250d7782aa23b6cfe765ecc7db554bd3c2870c43f3d1821f1d18aebf0548", size = 2243632, upload-time = "2025-10-09T08:55:36.117Z" },
    { url = "https://files.pythonhosted.org/packages/b7/94/6b867483bec07da24ffa32736c79fabb94ef3a7af4d787a9d4a974868576/nvidia_cuda_runtime-13.0.96-py3-none-win_amd64.whl", hash = "sha256:f79298c8a098cec150a597c8eba58ecdab96e3bdc4b9bc4f9983635031740492", size = 2927037, upload-time = "2025-10-09T09:04:23.782Z" },
 ]
 [[package]]
@@ -920,8 +941,11 @@ name = "nvidia-cuda-runtime-cu12"
 version = "12.6.77"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/8f/ea/590b2ac00d772a8abd1c387a92b46486d2679ca6622fd25c18ff76265663/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6116fad3e049e04791c0256a9778c16237837c08b27ed8c8401e2e45de8d60cd", size = 908052, upload-time = "2024-11-20T17:35:19.905Z" },
    { url = "https://files.pythonhosted.org/packages/b7/3d/159023799677126e20c8fd580cca09eeb28d5c5a624adc7f793b9aa8bbfa/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:d461264ecb429c84c8879a7153499ddc7b19b5f8d84c204307491989a365588e", size = 908040, upload-time = "2024-10-01T16:57:22.221Z" },
    { url = "https://files.pythonhosted.org/packages/e1/23/e717c5ac26d26cf39a27fbc076240fad2e3b817e5889d671b67f4f9f49c5/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ba3b56a4f896141e25e19ab287cd71e52a6a0f4b29d0d31609f60e3b4d5219b7", size = 897690, upload-time = "2024-11-20T17:35:30.697Z" },
    { url = "https://files.pythonhosted.org/packages/f0/62/65c05e161eeddbafeca24dc461f47de550d9fa8a7e04eb213e32b55cfd99/nvidia_cuda_runtime_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a84d15d5e1da416dd4774cb42edf5e954a3e60cc945698dc1d5be02321c44dc8", size = 897678, upload-time = "2024-10-01T16:57:33.821Z" },
    { url = "https://files.pythonhosted.org/packages/fa/76/4c80fa138333cc975743fd0687a745fccb30d167f906f13c1c7f9a85e5ea/nvidia_cuda_runtime_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:86c58044c824bf3c173c49a2dbc7a6c8b53cb4e4dca50068be0bf64e9dab3f7f", size = 891773, upload-time = "2024-10-01T17:09:26.362Z" },
 ]
 [[package]]
@@ -932,10 +956,12 @@ resolution-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/fa/41/e79269ce215c857c935fd86bcfe91a451a584dfc27f1e068f568b9ad1ab7/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:c9132cc3f8958447b4910a1720036d9eff5928cc3179b0a51fb6d167c6cc87d8", size = 705026878, upload-time = "2025-06-06T21:52:51.348Z" },
    { url = "https://files.pythonhosted.org/packages/ba/51/e123d997aa098c61d029f76663dedbfb9bc8dcf8c60cbd6adbe42f76d049/nvidia_cudnn_cu12-9.10.2.21-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8", size = 706758467, upload-time = "2025-06-06T21:54:08.597Z" },
    { url = "https://files.pythonhosted.org/packages/3d/90/0bd6e586701b3a890fd38aa71c387dab4883d619d6e5ad912ccbd05bfd67/nvidia_cudnn_cu12-9.10.2.21-py3-none-win_amd64.whl", hash = "sha256:c6288de7d63e6cf62988f0923f96dc339cea362decb1bf5b3141883392a7d65e", size = 692992268, upload-time = "2025-06-06T21:55:18.114Z" },
 ]
 [[package]]
@@ -944,17 +970,17 @@ version = "9.23.1.3"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
    "platform_machine == 'aarch64' and sys_platform == 'linux'",
    "platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 's390x' and sys_platform == 'linux'",
    "platform_machine != 's390x' and sys_platform == 'win32'",
    "platform_machine == 's390x' and sys_platform == 'win32'",
    "platform_machine != 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
    "platform_machine == 's390x' and sys_platform != 'darwin' and sys_platform != 'linux' and sys_platform != 'win32'",
    "platform_machine != 's390x' and sys_platform == 'darwin'",
    "platform_machine == 's390x' and sys_platform == 'darwin'",
    "platform_machine != 'aarch64' and platform_machine != 's390x' and platform_machine != 'x86_64' and sys_platform == 'linux'",
    "platform_machine == 's390x' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "nvidia-cublas-cu12", marker = "platform_machine != 'x86_64' or sys_platform != 'linux' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/10/30/ecca1c8194c8077c4b57a3d96b56d96f15852551b01b919bae6429d92218/nvidia_cudnn_cu12-9.23.1.3-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:6dbc18f05aab2a323a4ffd43d985410608f7db7db9a8596e189cddbd3e527441", size = 778220760, upload-time = "2026-06-09T19:38:19.281Z" },
@@ -967,11 +993,12 @@ name = "nvidia-cudnn-cu13"
 version = "9.20.0.48"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/56/c5/83384d846b2fd17c44bd499b36c75a45ed4f095fbbb2252294e89cea5c5c/nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:e31454ae00094b0c55319d9d15b6fa2fc50a9e1c0f5c8c80fb75258234e731e1", size = 444574296, upload-time = "2026-03-09T19:28:27.751Z" },
    { url = "https://files.pythonhosted.org/packages/6e/5e/edb9c0ae051602c3ccaffe424256463636d639e27d7f302dde9975ef9e7a/nvidia_cudnn_cu13-9.20.0.48-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:0c45dd8eeb50b603f07995b1b300c62ffe6a1980482b82b3bcf94a4ca9d49304", size = 366173588, upload-time = "2026-03-09T19:29:34.474Z" },
    { url = "https://files.pythonhosted.org/packages/78/39/21507455b1bca8b5702a9e9fc6ce73735f216f558dac2c9ede58e4d456b8/nvidia_cudnn_cu13-9.20.0.48-py3-none-win_amd64.whl", hash = "sha256:af8139732b99c0118be65ea5aac97f0d46018f8c552889e49d2fb0c6261a4a24", size = 350712614, upload-time = "2026-03-09T19:31:11.398Z" },
 ]
 [[package]]
@@ -979,11 +1006,12 @@ name = "nvidia-cufft"
 version = "12.0.0.61"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/8b/ae/f417a75c0259e85c1d2f83ca4e960289a5f814ed0cea74d18c353d3e989d/nvidia_cufft-12.0.0.61-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2708c852ef8cd89d1d2068bdbece0aa188813a0c934db3779b9b1faa8442e5f5", size = 214053554, upload-time = "2025-09-04T08:31:38.196Z" },
    { url = "https://files.pythonhosted.org/packages/a8/2f/7b57e29836ea8714f81e9898409196f47d772d5ddedddf1592eadb8ab743/nvidia_cufft-12.0.0.61-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6c44f692dce8fd5ffd3e3df134b6cdb9c2f72d99cf40b62c32dde45eea9ddad3", size = 214085489, upload-time = "2025-09-04T08:31:56.044Z" },
    { url = "https://files.pythonhosted.org/packages/85/b2/f8af21a2ed1beed337a6a02c5a28aeb85441f4d578ec3d529543c775ea4b/nvidia_cufft-12.0.0.61-py3-none-win_amd64.whl", hash = "sha256:2abce5b39d2f5ae12730fb7e5db6696533e36c26e2d3e8fd1750bdd2853364eb", size = 213342123, upload-time = "2025-09-04T08:40:51.145Z" },
 ]
 [[package]]
@@ -991,11 +1019,14 @@ name = "nvidia-cufft-cu12"
 version = "11.3.0.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/1f/37/c50d2b2f2c07e146776389e3080f4faf70bcc4fa6e19d65bb54ca174ebc3/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d16079550df460376455cba121db6564089176d9bac9e4f360493ca4741b22a6", size = 200164144, upload-time = "2024-11-20T17:40:58.288Z" },
    { url = "https://files.pythonhosted.org/packages/ce/f5/188566814b7339e893f8d210d3a5332352b1409815908dad6a363dcceac1/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_aarch64.whl", hash = "sha256:8510990de9f96c803a051822618d42bf6cb8f069ff3f48d93a8486efdacb48fb", size = 200164135, upload-time = "2024-10-01T17:03:24.212Z" },
    { url = "https://files.pythonhosted.org/packages/8f/16/73727675941ab8e6ffd86ca3a4b7b47065edcca7a997920b831f8147c99d/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ccba62eb9cef5559abd5e0d54ceed2d9934030f51163df018532142a8ec533e5", size = 200221632, upload-time = "2024-11-20T17:41:32.357Z" },
    { url = "https://files.pythonhosted.org/packages/60/de/99ec247a07ea40c969d904fc14f3a356b3e2a704121675b75c366b694ee1/nvidia_cufft_cu12-11.3.0.4-py3-none-manylinux2014_x86_64.whl", hash = "sha256:768160ac89f6f7b459bee747e8d175dbf53619cfe74b2a5636264163138013ca", size = 200221622, upload-time = "2024-10-01T17:03:58.79Z" },
    { url = "https://files.pythonhosted.org/packages/b4/38/36fd800cec8f6e89b7c1576edaaf8076e69ec631644cdbc1b5f2e2b5a9df/nvidia_cufft_cu12-11.3.0.4-py3-none-win_amd64.whl", hash = "sha256:6048ebddfb90d09d2707efb1fd78d4e3a77cb3ae4dc60e19aab6be0ece2ae464", size = 199356881, upload-time = "2024-10-01T17:13:01.861Z" },
 ]
 [[package]]
@@ -1013,6 +1044,7 @@ version = "1.11.1.6"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/b2/66/cc9876340ac68ae71b15c743ddb13f8b30d5244af344ec8322b449e35426/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc23469d1c7e52ce6c1d55253273d32c565dd22068647f3aa59b3c6b005bf159", size = 1142103, upload-time = "2024-11-20T17:42:11.83Z" },
    { url = "https://files.pythonhosted.org/packages/17/bf/cc834147263b929229ce4aadd62869f0b195e98569d4c28b23edc72b85d9/nvidia_cufile_cu12-1.11.1.6-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:8f57a0051dcf2543f6dc2b98a98cb2719c37d3cee1baba8965d57f3bbc90d4db", size = 1066155, upload-time = "2024-11-20T17:41:49.376Z" },
 ]
 [[package]]
@@ -1022,6 +1054,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/1e/72/7c2ae24fb6b63a32e6ae5d241cc65263ea18d08802aaae087d9f013335a2/nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:133df5a7509c3e292aaa2b477afd0194f06ce4ea24d714d616ff36439cee349a", size = 61962106, upload-time = "2025-08-04T10:21:41.128Z" },
    { url = "https://files.pythonhosted.org/packages/a5/9f/be0a41ca4a4917abf5cb9ae0daff1a6060cc5de950aec0396de9f3b52bc5/nvidia_curand-10.4.0.35-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:1aee33a5da6e1db083fe2b90082def8915f30f3248d5896bcec36a579d941bfc", size = 59544258, upload-time = "2025-08-04T10:22:03.992Z" },
    { url = "https://files.pythonhosted.org/packages/99/27/72103153b1ffc00e09fdc40ac970235343dcd1ea8bd762e84d2d73219ffa/nvidia_curand-10.4.0.35-py3-none-win_amd64.whl", hash = "sha256:65b1710aa6961d326b411e314b374290904c5ddf41dc3f766ebc3f1d7d4ca69f", size = 55242481, upload-time = "2025-08-04T10:30:41.831Z" },
 ]
 [[package]]
@@ -1029,8 +1062,11 @@ name = "nvidia-curand-cu12"
 version = "10.3.7.77"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/42/ac/36543605358a355632f1a6faa3e2d5dfb91eab1e4bc7d552040e0383c335/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:6e82df077060ea28e37f48a3ec442a8f47690c7499bff392a5938614b56c98d8", size = 56289881, upload-time = "2024-10-01T17:04:18.981Z" },
    { url = "https://files.pythonhosted.org/packages/73/1b/44a01c4e70933637c93e6e1a8063d1e998b50213a6b65ac5a9169c47e98e/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a42cd1344297f70b9e39a1e4f467a4e1c10f1da54ff7a85c12197f6c652c8bdf", size = 56279010, upload-time = "2024-11-20T17:42:50.958Z" },
    { url = "https://files.pythonhosted.org/packages/4a/aa/2c7ff0b5ee02eaef890c0ce7d4f74bc30901871c5e45dee1ae6d0083cd80/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:99f1a32f1ac2bd134897fc7a203f779303261268a65762a623bf30cc9fe79117", size = 56279000, upload-time = "2024-10-01T17:04:45.274Z" },
    { url = "https://files.pythonhosted.org/packages/a6/02/5362a9396f23f7de1dd8a64369e87c85ffff8216fc8194ace0fa45ba27a5/nvidia_curand_cu12-10.3.7.77-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:7b2ed8e95595c3591d984ea3603dd66fe6ce6812b886d59049988a712ed06b6e", size = 56289882, upload-time = "2024-11-20T17:42:25.222Z" },
    { url = "https://files.pythonhosted.org/packages/a9/a8/0cd0cec757bd4b4b4ef150fca62ec064db7d08a291dced835a0be7d2c147/nvidia_curand_cu12-10.3.7.77-py3-none-win_amd64.whl", hash = "sha256:6d6d935ffba0f3d439b7cd968192ff068fafd9018dbf1b85b37261b13cfc9905", size = 55783873, upload-time = "2024-10-01T17:13:30.377Z" },
 ]
 [[package]]
@@ -1038,13 +1074,14 @@ name = "nvidia-cusolver"
 version = "12.0.4.66"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cusparse", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparse", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nvjitlink", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/c8/c3/b30c9e935fc01e3da443ec0116ed1b2a009bb867f5324d3f2d7e533e776b/nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:02c2457eaa9e39de20f880f4bd8820e6a1cfb9f9a34f820eb12a155aa5bc92d2", size = 223467760, upload-time = "2025-09-04T08:33:04.222Z" },
    { url = "https://files.pythonhosted.org/packages/5f/67/cba3777620cdacb99102da4042883709c41c709f4b6323c10781a9c3aa34/nvidia_cusolver-12.0.4.66-py3-none-manylinux_2_27_x86_64.whl", hash = "sha256:0a759da5dea5c0ea10fd307de75cdeb59e7ea4fcb8add0924859b944babf1112", size = 200941980, upload-time = "2025-09-04T08:33:22.767Z" },
    { url = "https://files.pythonhosted.org/packages/99/ef/332a0101260ca78a1daef046bf0b06199e8ed4dac1d2aa698289c358169c/nvidia_cusolver-12.0.4.66-py3-none-win_amd64.whl", hash = "sha256:16515bd33a8e76bb54d024cfa068fa68d30e80fc34b9e1090813ea9362e0cb65", size = 193551444, upload-time = "2025-09-04T08:41:46.813Z" },
 ]
 [[package]]
@@ -1052,13 +1089,16 @@ name = "nvidia-cusolver-cu12"
 version = "11.7.1.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-cublas-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cusparse-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparse-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/93/17/dbe1aa865e4fdc7b6d4d0dd308fdd5aaab60f939abfc0ea1954eac4fb113/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0ce237ef60acde1efc457335a2ddadfd7610b892d94efee7b776c64bb1cac9e0", size = 157833628, upload-time = "2024-10-01T17:05:05.591Z" },
    { url = "https://files.pythonhosted.org/packages/f0/6e/c2cf12c9ff8b872e92b4a5740701e51ff17689c4d726fca91875b07f655d/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e9e49843a7707e42022babb9bcfa33c29857a93b88020c4e4434656a655b698c", size = 158229790, upload-time = "2024-11-20T17:43:43.211Z" },
    { url = "https://files.pythonhosted.org/packages/9f/81/baba53585da791d043c10084cf9553e074548408e04ae884cfe9193bd484/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6cf28f17f64107a0c4d7802be5ff5537b2130bfc112f25d5a30df227058ca0e6", size = 158229780, upload-time = "2024-10-01T17:05:39.875Z" },
    { url = "https://files.pythonhosted.org/packages/7c/5f/07d0ba3b7f19be5a5ec32a8679fc9384cfd9fc6c869825e93be9f28d6690/nvidia_cusolver_cu12-11.7.1.2-py3-none-manylinux_2_27_aarch64.whl", hash = "sha256:dbbe4fc38ec1289c7e5230e16248365e375c3673c9c8bac5796e2e20db07f56e", size = 157833630, upload-time = "2024-11-20T17:43:16.77Z" },
    { url = "https://files.pythonhosted.org/packages/d4/53/fff50a0808df7113d77e3bbc7c2b7eaed6f57d5eb80fbe93ead2aea1e09a/nvidia_cusolver_cu12-11.7.1.2-py3-none-win_amd64.whl", hash = "sha256:6813f9d8073f555444a8705f3ab0296d3e1cb37a16d694c5fc8b862a0d8706d7", size = 149287877, upload-time = "2024-10-01T17:13:49.804Z" },
 ]
 [[package]]
@@ -1066,11 +1106,12 @@ name = "nvidia-cusparse"
 version = "12.6.3.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/f8/94/5c26f33738ae35276672f12615a64bd008ed5be6d1ebcb23579285d960a9/nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:80bcc4662f23f1054ee334a15c72b8940402975e0eab63178fc7e670aa59472c", size = 162155568, upload-time = "2025-09-04T08:33:42.864Z" },
    { url = "https://files.pythonhosted.org/packages/fa/18/623c77619c31d62efd55302939756966f3ecc8d724a14dab2b75f1508850/nvidia_cusparse-12.6.3.3-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2b3c89c88d01ee0e477cb7f82ef60a11a4bcd57b6b87c33f789350b59759360b", size = 145942937, upload-time = "2025-09-04T08:33:58.029Z" },
    { url = "https://files.pythonhosted.org/packages/02/b0/b043d6f3480f102f885cf87fc3ffd3edcb5e23b855025a50e2ef4d059185/nvidia_cusparse-12.6.3.3-py3-none-win_amd64.whl", hash = "sha256:cbcf42feb737bd7ec15b4c0a63e62351886bd3f975027b8815d7f720a2b5ea79", size = 143783033, upload-time = "2025-09-04T08:42:12.391Z" },
 ]
 [[package]]
@@ -1078,11 +1119,14 @@ name = "nvidia-cusparse-cu12"
 version = "12.5.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "nvidia-nvjitlink-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvjitlink-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/eb/eb/6681efd0aa7df96b4f8067b3ce7246833dd36830bb4cec8896182773db7d/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d25b62fb18751758fe3c93a4a08eff08effedfe4edf1c6bb5afd0890fe88f887", size = 216451147, upload-time = "2024-11-20T17:44:18.055Z" },
    { url = "https://files.pythonhosted.org/packages/d3/56/3af21e43014eb40134dea004e8d0f1ef19d9596a39e4d497d5a7de01669f/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7aa32fa5470cf754f72d1116c7cbc300b4e638d3ae5304cfa4a638a5b87161b1", size = 216451135, upload-time = "2024-10-01T17:06:03.826Z" },
    { url = "https://files.pythonhosted.org/packages/06/1e/b8b7c2f4099a37b96af5c9bb158632ea9e5d9d27d7391d7eb8fc45236674/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7556d9eca156e18184b94947ade0fba5bb47d69cec46bf8660fd2c71a4b48b73", size = 216561367, upload-time = "2024-11-20T17:44:54.824Z" },
    { url = "https://files.pythonhosted.org/packages/43/ac/64c4316ba163e8217a99680c7605f779accffc6a4bcd0c778c12948d3707/nvidia_cusparse_cu12-12.5.4.2-py3-none-manylinux2014_x86_64.whl", hash = "sha256:23749a6571191a215cb74d1cdbff4a86e7b19f1200c071b3fcf844a5bea23a2f", size = 216561357, upload-time = "2024-10-01T17:06:29.861Z" },
    { url = "https://files.pythonhosted.org/packages/45/ef/876ad8e4260e1128e6d4aac803d9d51baf3791ebdb4a9b8d9b8db032b4b0/nvidia_cusparse_cu12-12.5.4.2-py3-none-win_amd64.whl", hash = "sha256:4acb8c08855a26d737398cba8fb6f8f5045d93f82612b4cfd84645a2332ccf20", size = 213712630, upload-time = "2024-10-01T17:14:23.779Z" },
 ]
 [[package]]
@@ -1090,7 +1134,9 @@ name = "nvidia-cusparselt-cu12"
 version = "0.7.1"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/73/b9/598f6ff36faaece4b3c50d26f50e38661499ff34346f00e057760b35cc9d/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:8878dce784d0fac90131b6817b607e803c36e629ba34dc5b433471382196b6a5", size = 283835557, upload-time = "2025-02-26T00:16:54.265Z" },
    { url = "https://files.pythonhosted.org/packages/56/79/12978b96bd44274fe38b5dde5cfb660b1d114f70a65ef962bcbbed99b549/nvidia_cusparselt_cu12-0.7.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623", size = 287193691, upload-time = "2025-02-26T00:15:44.104Z" },
    { url = "https://files.pythonhosted.org/packages/2f/d8/a6b0d0d0c2435e9310f3e2bb0d9c9dd4c33daef86aa5f30b3681defd37ea/nvidia_cusparselt_cu12-0.7.1-py3-none-win_amd64.whl", hash = "sha256:f67fbb5831940ec829c9117b7f33807db9f9678dc2a617fbe781cac17b4e1075", size = 271020911, upload-time = "2025-02-26T00:14:47.204Z" },
 ]
 [[package]]
@@ -1100,6 +1146,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/46/e1/cdc1797eadf82d3a9a575a19b33fdc871a97edbec42c00b5b5e914f4aff4/nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4dca476c50bf4780d46cd0bfbd82e2bc10a08e4fef7950917ce8d7578d22a23f", size = 221051344, upload-time = "2025-09-05T18:49:51.289Z" },
    { url = "https://files.pythonhosted.org/packages/34/7d/2661f2fb3ac4302f3a246f5fc030213ac60c1fe0bce84f9783dbd831dbb7/nvidia_cusparselt_cu13-0.8.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:786ce87568c303fadb5afcc7102d454cd3040d75f6f8626f5db460d1871f4dd0", size = 170148586, upload-time = "2025-09-05T18:50:50.248Z" },
    { url = "https://files.pythonhosted.org/packages/31/83/f3647ce26916c94a6ca4ff1810623e2c405cff2dea6e78d29516b2514df9/nvidia_cusparselt_cu13-0.8.1-py3-none-win_amd64.whl", hash = "sha256:dccbd362f91a7b9024d1f55ee9f548ac065027ff15d8c8b0db889ab3a8f31215", size = 156885108, upload-time = "2025-09-05T18:51:35.958Z" },
 ]
 [[package]]
@@ -1116,6 +1163,7 @@ name = "nvidia-nccl-cu12"
 version = "2.29.3"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/28/cf/bcf8bb0c0030b1b9a345331f6281c37d2a8669758521eb93c382f6f87c8f/nvidia_nccl_cu12-2.29.3-py3-none-manylinux_2_18_aarch64.whl", hash = "sha256:6351b79dc7d2cc3d654ea1523616b9eeded71fe9c8da66b71eef9a5d1b2adad4", size = 289708535, upload-time = "2026-02-03T21:10:58.804Z" },
    { url = "https://files.pythonhosted.org/packages/31/5a/cac7d231f322b66caa16fd4b136ebc8e4b18b2805811c2d58dc47210cdea/nvidia_nccl_cu12-2.29.3-py3-none-manylinux_2_18_x86_64.whl", hash = "sha256:35ad42e7d5d722a83c36a3a478e281c20a5646383deaf1b9ed1a9ab7d61bed53", size = 289760316, upload-time = "2026-02-03T21:11:37.899Z" },
 ]
@@ -1135,6 +1183,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/56/7a/123e033aaff487c77107195fa5a2b8686795ca537935a24efae476c41f05/nvidia_nvjitlink-13.0.88-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:13a74f429e23b921c1109976abefacc69835f2f433ebd323d3946e11d804e47b", size = 40713933, upload-time = "2025-09-04T08:35:43.553Z" },
    { url = "https://files.pythonhosted.org/packages/ab/2c/93c5250e64df4f894f1cbb397c6fd71f79813f9fd79d7cd61de3f97b3c2d/nvidia_nvjitlink-13.0.88-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:e931536ccc7d467a98ba1d8b89ff7fa7f1fa3b13f2b0069118cd7f47bff07d0c", size = 38768748, upload-time = "2025-09-04T08:35:20.008Z" },
    { url = "https://files.pythonhosted.org/packages/e4/01/07530b0e37546231052e30234540289c42eaffa486f1a34a87fed340157b/nvidia_nvjitlink-13.0.88-py3-none-win_amd64.whl", hash = "sha256:634e96e3da9ef845ae744097a1f289238ecf946ce0b82e93cdce14b9782e682f", size = 36035115, upload-time = "2025-09-04T08:43:03.001Z" },
 ]
 [[package]]
@@ -1143,6 +1192,8 @@ version = "12.6.85"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/9d/d7/c5383e47c7e9bf1c99d5bd2a8c935af2b6d705ad831a7ec5c97db4d82f4f/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2010_x86_64.manylinux_2_12_x86_64.whl", hash = "sha256:eedc36df9e88b682efe4309aa16b5b4e78c2407eac59e8c10a6a47535164369a", size = 19744971, upload-time = "2024-11-20T17:46:53.366Z" },
    { url = "https://files.pythonhosted.org/packages/31/db/dc71113d441f208cdfe7ae10d4983884e13f464a6252450693365e166dcf/nvidia_nvjitlink_cu12-12.6.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cf4eaa7d4b6b543ffd69d6abfb11efdeb2db48270d94dfd3a452c24150829e41", size = 19270338, upload-time = "2024-11-20T17:46:29.758Z" },
    { url = "https://files.pythonhosted.org/packages/89/76/93c1467b1387387440a4d25102d86b7794535449b689f8e2dc22c1c8ff7f/nvidia_nvjitlink_cu12-12.6.85-py3-none-win_amd64.whl", hash = "sha256:e61120e52ed675747825cdd16febc6a0730537451d867ee58bee3853b1b13d1c", size = 161908572, upload-time = "2024-11-20T17:52:40.124Z" },
 ]
 [[package]]
@@ -1150,6 +1201,7 @@ name = "nvidia-nvshmem-cu12"
 version = "3.4.5"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/1d/6a/03aa43cc9bd3ad91553a88b5f6fb25ed6a3752ae86ce2180221962bc2aa5/nvidia_nvshmem_cu12-3.4.5-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0b48363fc6964dede448029434c6abed6c5e37f823cb43c3bcde7ecfc0457e15", size = 138936938, upload-time = "2025-09-06T00:32:05.589Z" },
    { url = "https://files.pythonhosted.org/packages/b5/09/6ea3ea725f82e1e76684f0708bbedd871fc96da89945adeba65c3835a64c/nvidia_nvshmem_cu12-3.4.5-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:042f2500f24c021db8a06c5eec2539027d57460e1c1a762055a6554f72c369bd", size = 139103095, upload-time = "2025-09-06T00:32:31.266Z" },
 ]
@@ -1169,6 +1221,7 @@ source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/c2/f3/d86c845465a2723ad7e1e5c36dcd75ddb82898b3f53be47ebd429fb2fa5d/nvidia_nvtx-13.0.85-py3-none-manylinux1_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:4936d1d6780fbe68db454f5e72a42ff64d1fd6397df9f363ae786930fd5c1cd4", size = 148047, upload-time = "2025-09-04T08:29:01.761Z" },
    { url = "https://files.pythonhosted.org/packages/a8/64/3708a90d1ebe202ffdeb7185f878a3c84d15c2b2c31858da2ce0583e2def/nvidia_nvtx-13.0.85-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cb7780edb6b14107373c835bf8b72e7a178bac7367e23da7acb108f973f157a6", size = 148878, upload-time = "2025-09-04T08:28:53.627Z" },
    { url = "https://files.pythonhosted.org/packages/d2/50/0e2220f8620a177de994211186ffc5bfa9f2ce1e1282797f8f90096f9f88/nvidia_nvtx-13.0.85-py3-none-win_amd64.whl", hash = "sha256:d66ea44254dd3c6eacc300047af6e1288d2269dd072b417e0adffbf479e18519", size = 137066, upload-time = "2025-09-04T08:39:25.649Z" },
 ]
 [[package]]
@@ -1176,8 +1229,11 @@ name = "nvidia-nvtx-cu12"
 version = "12.6.77"
 source = { registry = "https://pypi.org/simple" }
 wheels = [
    { url = "https://files.pythonhosted.org/packages/b9/93/80f8a520375af9d7ee44571a6544653a176e53c2b8ccce85b97b83c2491b/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f44f8d86bb7d5629988d61c8d3ae61dddb2015dee142740536bc7481b022fe4b", size = 90549, upload-time = "2024-11-20T17:38:17.387Z" },
    { url = "https://files.pythonhosted.org/packages/2b/53/36e2fd6c7068997169b49ffc8c12d5af5e5ff209df6e1a2c4d373b3a638f/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:adcaabb9d436c9761fca2b13959a2d237c5f9fd406c8e4b723c695409ff88059", size = 90539, upload-time = "2024-10-01T17:00:27.179Z" },
    { url = "https://files.pythonhosted.org/packages/56/9a/fff8376f8e3d084cd1530e1ef7b879bb7d6d265620c95c1b322725c694f4/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b90bed3df379fa79afbd21be8e04a0314336b8ae16768b58f2d34cb1d04cd7d2", size = 89276, upload-time = "2024-11-20T17:38:27.621Z" },
    { url = "https://files.pythonhosted.org/packages/9e/4e/0d0c945463719429b7bd21dece907ad0bde437a2ff12b9b12fee94722ab0/nvidia_nvtx_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:6574241a3ec5fdc9334353ab8c479fe75841dbe8f4532a8fc97ce63503330ba1", size = 89265, upload-time = "2024-10-01T17:00:38.172Z" },
    { url = "https://files.pythonhosted.org/packages/f7/cd/98a447919d4ed14d407ac82b14b0a0c9c1dbfe81099934b1fc3bfd1e6316/nvidia_nvtx_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:2fb11a4af04a5e6c84073e6404d26588a34afd35379f0855a99797897efa75c0", size = 56434, upload-time = "2024-10-01T17:11:13.124Z" },
 ]
 [[package]]
@@ -1242,15 +1298,17 @@ name = "onnxruntime-gpu"
 version = "1.26.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "flatbuffers", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "flatbuffers", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "numpy", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "packaging", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "packaging", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "protobuf", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "protobuf", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/dd/97/fe8979f44b9275654b42f7bb556e30789b71a1b22998c83b540df2b1b774/onnxruntime_gpu-1.26.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cfda2fad535595bfc3e570eb588092717711dcb2957656d814695e0c9ceb1508", size = 276974871, upload-time = "2026-05-08T19:15:58.052Z" },
    { url = "https://files.pythonhosted.org/packages/67/3f/59f1777a394625ecc9a85636de57dc47c25dbb5f888da050f1463955a0ce/onnxruntime_gpu-1.26.0-cp313-cp313-win_amd64.whl", hash = "sha256:6ab9f9c741d2e239b2e321ab0d389c04329d4ab7f11e3b92dd3aa7db1c59dee4", size = 226548083, upload-time = "2026-05-08T19:09:44.408Z" },
    { url = "https://files.pythonhosted.org/packages/89/96/360328e3c463f7ea08e853c4239c397e83363dd0204de71a710dc1a544bd/onnxruntime_gpu-1.26.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bcf6f347cad9f88a9a625c2b352cf9de927528aedb627ebbc089a201f1990b94", size = 276992052, upload-time = "2026-05-08T19:16:09.892Z" },
    { url = "https://files.pythonhosted.org/packages/fd/c8/aa2dc0e79bba577f37d5448bcb32fea79977e07506684d8138c19a0f1077/onnxruntime_gpu-1.26.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9e6e4fb1ec9ae1cf456534d9115f106ab2a1ae96fa513b4ed0f4795302b4a2c6", size = 276978254, upload-time = "2026-05-08T19:16:22.096Z" },
    { url = "https://files.pythonhosted.org/packages/41/e7/923298431e669567d7ccc2a4c898b6534a47641a051569fd97165fe6d9b8/onnxruntime_gpu-1.26.0-cp314-cp314-win_amd64.whl", hash = "sha256:3e592439b0183d303c2374517b5b392599a3d50b2dc9de949b9b15731ac921c9", size = 229142768, upload-time = "2026-05-08T19:09:54.589Z" },
    { url = "https://files.pythonhosted.org/packages/97/91/93ffe5431d154989f5e04864a25a97eea480997d771232bcbbc538188241/onnxruntime_gpu-1.26.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:56dc7b73954ff4bdc71f5b8ab306b6f61be5d007881b6ef423a609e2b9cd088b", size = 276991545, upload-time = "2026-05-08T19:16:33.347Z" },
 ]
@@ -1460,7 +1518,7 @@ name = "pytest"
 version = "9.0.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "colorama", marker = "sys_platform == 'win32' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
    { name = "iniconfig" },
    { name = "packaging" },
    { name = "pluggy" },
@@ -1863,13 +1921,13 @@ resolution-markers = [
    "platform_machine != 's390x' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "filelock", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "fsspec", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "fsspec", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "jinja2", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "jinja2", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "networkx", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "networkx", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "setuptools", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "setuptools", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "sympy", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "sympy", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "typing-extensions", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "typing-extensions", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b", upload-time = "2026-05-12T16:20:17Z" },
@@ -1887,31 +1945,39 @@ resolution-markers = [
    "platform_machine == 's390x' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "cuda-bindings", version = "13.3.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-bindings", version = "13.3.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "cuda-toolkit", version = "13.0.2", source = { registry = "https://pypi.org/simple" }, extra = ["cudart", "cufft", "cufile", "cupti", "curand", "cusolver", "cusparse", "nvjitlink", "nvrtc", "nvtx"], marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-toolkit", version = "13.0.2", source = { registry = "https://pypi.org/simple" }, extra = ["cudart", "cufft", "cufile", "cupti", "curand", "cusolver", "cusparse", "nvjitlink", "nvrtc", "nvtx"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "filelock", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "filelock", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "fsspec", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "fsspec", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "jinja2", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "jinja2", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "networkx", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "networkx", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cublas", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cublas", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cudnn-cu13", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cudnn-cu13", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cusparselt-cu13", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparselt-cu13", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nccl-cu13", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nccl-cu13", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nvshmem-cu13", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvshmem-cu13", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "setuptools", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "setuptools", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "sympy", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "sympy", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "triton", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "triton", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "typing-extensions", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/86/ca/01896c80ba921676aa45886b2c5b8d774912de2a1f719de48169c6f755cd/torch-2.12.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:90dd587a5f61bfe1307148b581e2084fc5bc4a06e2b90a20e9a36b81087ff16b", size = 88009511, upload-time = "2026-05-13T14:54:47.411Z" },
    { url = "https://files.pythonhosted.org/packages/a5/04/52bdaf4787eab6ac7d7f5851dff934e4def0bc8ead9c8fd2b69b3e529699/torch-2.12.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:864392c73b7654f4d2b3ae712f607937d0dbb1101c4555fbb41848106b297f39", size = 426383231, upload-time = "2026-05-13T14:53:32.129Z" },
    { url = "https://files.pythonhosted.org/packages/49/8a/94bdecd13f5aaa90d45920b89789d9fe7c6f4af8c3cdd7ce01fcb59908fc/torch-2.12.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:5d6b560dfa7d56291c07d615c3bb73e8d9943d9b6d87f76cd0d9d570c4797fa6", size = 532269288, upload-time = "2026-05-13T14:53:49.423Z" },
    { url = "https://files.pythonhosted.org/packages/3e/2f/bdbaaa267de519ef1b73054bf590d8c93c37a266c9a4e24a01bd38b6918f/torch-2.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:3fee918902090ade827643e758e98363278815de583c75d111fdd665ebffde9f", size = 122987706, upload-time = "2026-05-13T14:54:00.335Z" },
    { url = "https://files.pythonhosted.org/packages/9b/ad/e95e822f3538171e22640a7fbe839a1fdb666600bf6487025de2ff03b11a/torch-2.12.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:10ee1448a9f304d3b987eb4656f664ba6e4d7b410ca7a5a7c642199777a2cf88", size = 88319556, upload-time = "2026-05-13T14:54:05.574Z" },
    { url = "https://files.pythonhosted.org/packages/b7/07/055d06d985b445d67422d25b033c11cf55bbb81785d4c4e68e28bca5820e/torch-2.12.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:af68dbf403439cae9ceaeaaf92f8352b460787dcd27b92aa05c40dd4a19c0f1e", size = 426397656, upload-time = "2026-05-13T14:52:38.84Z" },
    { url = "https://files.pythonhosted.org/packages/43/94/b0b4fdc3014122e0a7302fb90086d352aa48f2576f0b252561ebb38c01a8/torch-2.12.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:a6a2eebb237d3b1d9ad3b378e86d9b9e0782afdea8b1e0eba6a13646b9b49c07", size = 532183124, upload-time = "2026-05-13T14:53:16.178Z" },
    { url = "https://files.pythonhosted.org/packages/d8/c8/052405e6ad05d3237bfe5a4df78f917773956f8e17813a2d44c059068b74/torch-2.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2140e373e9a51a3e22ef62e8d14366d0b470d18f0adf19fdc757368077133a34", size = 123232462, upload-time = "2026-05-13T14:52:27.26Z" },
    { url = "https://files.pythonhosted.org/packages/67/dc/ac069f8d6e8be701535921141055293b0d4819d3d7f224a4612cf157c7f9/torch-2.12.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f7dfae4a519197dfa050e98d8e36378a0fb5899625a875c2b54445005a2e404e", size = 88027282, upload-time = "2026-05-13T14:53:05.258Z" },
    { url = "https://files.pythonhosted.org/packages/33/c3/1c1eb00e34555b536dddf792676026a988d710ed36981aa00499b36b0620/torch-2.12.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:891c769072637c74e9a5a77a3bc782894696d8ffec83b938df8536dee7f0ba78", size = 426386961, upload-time = "2026-05-13T14:51:28.406Z" },
    { url = "https://files.pythonhosted.org/packages/cd/d4/7e730dba0c7032a4154dc9056b76cf9625515e030e269cfbf8098fcfee7d/torch-2.12.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:e2ad3eb85d39c3cab62dfa93ed5a73516e6a53c6713cb97d004004fe089f0f1f", size = 532272265, upload-time = "2026-05-13T14:51:59.308Z" },
    { url = "https://files.pythonhosted.org/packages/f1/b4/92c80d1bbfee1c0036c06d1d2155a3065bd2423134c83bf8a47e65cd6b9b/torch-2.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:c66696857e987efb8bc1777a37357ec4f60ab5e8af6250b83d6034437fa2d8f3", size = 122987138, upload-time = "2026-05-13T14:51:45.942Z" },
    { url = "https://files.pythonhosted.org/packages/7b/78/2e12b37ce50a19a037d7bc62d652a5a8f27385a7b05859d6bc9204f20cfe/torch-2.12.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:b4556715c8572758625d62b6e0ae3b1f76c440221913a6fb5e100f321fb4fb02", size = 88320100, upload-time = "2026-05-13T14:51:39.955Z" },
    { url = "https://files.pythonhosted.org/packages/56/5e/83c450ec7b0bb40a7b74611c1b5440f9260e33c54c90d556fd4a1f0fd955/torch-2.12.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:a43ac605a5e13116c72b64c359644cce0229f213dde48d2ae0ae5eb5becf7feb", size = 426391871, upload-time = "2026-05-13T14:52:14.989Z" },
    { url = "https://files.pythonhosted.org/packages/c9/e9/1a0b575d98d0afedd8f157d23fa3d2759421483660448e60d0a4b10b6daa/torch-2.12.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:6a7512adfdd7f6732e40de1c620831e3c75b39b98cef60b11d0c5f0a76473ec5", size = 532192241, upload-time = "2026-05-13T14:51:07.795Z" },
    { url = "https://files.pythonhosted.org/packages/88/21/afadd25ecd81b3cea1e11c73cf1ab41a983a50271548c3ec7ec3b9efc3e9/torch-2.12.0-cp314-cp314t-win_amd64.whl", hash = "sha256:5f96b63f8287f66a005dd1b5a6abba2920f11156c5e5c4d815f3e2050fd1aa16", size = 123231092, upload-time = "2026-05-13T14:51:18.854Z" },
 ]
 [[package]]
@@ -1927,23 +1993,31 @@ resolution-markers = [
    "platform_machine == 's390x' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "filelock", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "filelock", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "fsspec", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "fsspec", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "jinja2", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "jinja2", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "networkx", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "networkx", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "setuptools", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "setuptools", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "sympy", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "sympy", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "typing-extensions", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "typing-extensions", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-linux_s390x.whl", hash = "sha256:5e0da19e1c3bfdc9b92638c552579eac678354485d61fc8921b0461fd6c40449", upload-time = "2026-05-12T23:17:05Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:68b7ddd4db4603a03e106e74c7098c8d8c8943d33c1e5ada009ca4cd885759c3", upload-time = "2026-05-12T23:17:12Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:ada78018bdfa30d1c766596cd32d910dbf5b03424cd859231b6d2a00533de922", upload-time = "2026-05-12T23:17:20Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:59bc266826e683899d49ee0af9829f3eafd0a16e15b5db9dc591c8d955003b66", upload-time = "2026-05-12T23:17:27Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313-win_arm64.whl", hash = "sha256:97a5160abf3ca9d59a2cd7b4b4de89d9dfe290d36a1ac720262a55fbcee10b6c", upload-time = "2026-05-12T23:17:31Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313t-linux_s390x.whl", hash = "sha256:32b9b7a0974cd6149cb98def0a28a49d92d7c14a384273d5539da9624239e950", upload-time = "2026-05-12T23:17:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:93ed8dc52c113580daf6124982b3232629045dccc5cd83a8f5ed478f7bac7340", upload-time = "2026-05-12T23:17:43Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:6a1c86abd4ed15a0736cf2663ad69642ae5d1288c99e30346070e6241018a0a9", upload-time = "2026-05-12T23:17:54Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:768dce4b7b3353795f667d1cb0dd7dfba06f570cd39539576097335e05bb71fe", upload-time = "2026-05-12T23:18:02Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314-linux_s390x.whl", hash = "sha256:ee1f329acfd0c2a1ccaa3393bcaf9857ea58759549bb2d67e271a6eab42382b3", upload-time = "2026-05-12T23:18:08Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:797c066367792c92eb97cafba7fd0caa8d7455e6078a4ee880630077378dc372", upload-time = "2026-05-12T23:18:15Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:a8f419ce3f25388d36e67153ec63b3a1b17059c49f5a7759a7e91ac4843660d3", upload-time = "2026-05-12T23:18:22Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:1dd196c43e74e7b3b526ff434e7efbdef3f3792a2efbecfc983d7dce501840d2", upload-time = "2026-05-12T23:18:30Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314t-linux_s390x.whl", hash = "sha256:d0d2080cb13c94ebc0c884d237e404490743d0f40192c8a180abf3b6b6f334cf", upload-time = "2026-05-12T23:18:35Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:f7bc15972acad257723775237cdd120024cca844b8bc64701822fa596bcb7e14", upload-time = "2026-05-12T23:18:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:4d79f961250d1763487ecbc90af019a80009f9e87cadc5366b3ec4ba5671fea6", upload-time = "2026-05-12T23:18:50Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torch-2.12.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:46b8f4c41ac36bb5d5b47f5437b3de5541b313275e59c1d2aefd3bef32b0f531", upload-time = "2026-05-12T23:18:58Z" },
 ]
@@ -1955,26 +2029,34 @@ resolution-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "cuda-bindings", version = "12.9.7", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-bindings", version = "12.9.7", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "cuda-toolkit", version = "12.6.3", source = { registry = "https://pypi.org/simple" }, extra = ["cublas", "cudart", "cufft", "cufile", "cupti", "curand", "cusolver", "cusparse", "nvjitlink", "nvrtc", "nvtx"], marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "cuda-toolkit", version = "12.6.3", source = { registry = "https://pypi.org/simple" }, extra = ["cublas", "cudart", "cufft", "cufile", "cupti", "curand", "cusolver", "cusparse", "nvjitlink", "nvrtc", "nvtx"], marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "filelock", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "filelock", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "fsspec", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "fsspec", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "jinja2", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "jinja2", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "networkx", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "networkx", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cusparselt-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cusparselt-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nccl-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nccl-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-nvshmem-cu12", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-nvshmem-cu12", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "setuptools", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "setuptools", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "sympy", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "sympy", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "triton", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "triton", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "typing-extensions", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "typing-extensions", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:3cf6676d41d8d57350d45d738b35cbed7671e36242a836993cd69b0c18819177", upload-time = "2026-05-12T23:30:41Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:8727a3901c34bf9825069aaf82f0984dd28ff622e1a727d2534555cd778fc5dc", upload-time = "2026-05-12T23:31:17Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313-win_amd64.whl", hash = "sha256:163a5020765016b11de7580e61d2d94e9595b8a8d0e5641c10b469fc34360e47", upload-time = "2026-05-12T23:32:53Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:debd0815f6a2383c2a69cc2a40b4b3566ab339677f2a0cf8faff23daaa9ae03d", upload-time = "2026-05-12T23:34:19Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:1719b4ed6cbe5ff750e5636b2625bade85caeea937436d8b235f5e49e471875d", upload-time = "2026-05-12T23:34:46Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp313-cp313t-win_amd64.whl", hash = "sha256:13558cc2c4432c96deab6e5c4a8b3367d98a3ae5ec15123607529ff2f0f12ed3", upload-time = "2026-05-12T23:36:14Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:e9be67e6c64b980cfd75f8cf09463d7aea84dd75cddd9a90c6b2363be221a6b5", upload-time = "2026-05-12T23:37:39Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:149a376813baf61f4a6d1fa2b3dd046a41c98b91d7d2c22a0989984642373f73", upload-time = "2026-05-12T23:38:07Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314-win_amd64.whl", hash = "sha256:4b05a1e104739100179ffb0d94daf17f1808b2f71cd895841729ccf06460b0d3", upload-time = "2026-05-12T23:39:31Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:16f9187e12efffae37983c2edd7560cf7b1828bae84a30a3fd6733b3adcbdc6b", upload-time = "2026-05-12T23:40:51Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:6c1535d135828f839da6478bdfa94bcb4cf1dbd1bad06ca3d8ca07c94451348f", upload-time = "2026-05-12T23:41:20Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torch-2.12.0%2Bcu126-cp314-cp314t-win_amd64.whl", hash = "sha256:ec030dd30287eda9338ee401dcca722758862337bd0cdb904325b8eeba5c2694", upload-time = "2026-05-12T23:42:43Z" },
 ]
 [[package]]
@@ -1985,9 +2067,9 @@ resolution-markers = [
    "platform_machine != 's390x' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "numpy", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "pillow", marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "pillow", marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7", upload-time = "2026-05-12T16:20:37Z" },
@@ -2005,19 +2087,27 @@ resolution-markers = [
    "platform_machine == 's390x' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "numpy", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "numpy", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "pillow", marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "pillow", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://files.pythonhosted.org/packages/d8/ae/36547812e6e047c1d80bcacd1b17a340612b08a6e876e0aabf3d0b9228b0/torchvision-0.27.0-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:41d6dae73e1af09fa82ded597ae57f2a2314285acde54b25890a8f8e51b999d7", size = 1758826, upload-time = "2026-05-13T14:57:05.262Z" },
    { url = "https://files.pythonhosted.org/packages/ae/30/32c4ea842738728a14e3df8c576c62dedcf5ae5cb6a5c984c6429ebe7524/torchvision-0.27.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:70f071c6f74b60d5fe8851636d8d4cd5f4fa29d57fd9348a87a6f17b990b95ba", size = 7789501, upload-time = "2026-05-13T14:56:57.786Z" },
    { url = "https://files.pythonhosted.org/packages/f6/24/4d0d48684251bd0673f87d633d5d88ab00227983b00591156eed2f86c8d5/torchvision-0.27.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:aaafa6962c9d91f42503de1957d6fa349907d028c06f335bd95da7a5bc57147d", size = 7579868, upload-time = "2026-05-13T14:56:41.618Z" },
    { url = "https://files.pythonhosted.org/packages/ba/da/e6edd051d2ba25adf23b120fa97f458dff888d098c51e84724f17d2d1470/torchvision-0.27.0-cp313-cp313-win_amd64.whl", hash = "sha256:aee384a2782c89517c4ab9061d2720ba59fd2ffe5ef89d0a149cc2d43abdf521", size = 4092700, upload-time = "2026-05-13T14:57:09.729Z" },
    { url = "https://files.pythonhosted.org/packages/fa/23/95dfa40431360f42ca949bf861434bed51164adfa8fb9801e05bf3194f50/torchvision-0.27.0-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:c5121f1b9ab09a7f73e837871deb8321551f7eaeb19d87aa00de9191968eae44", size = 1845008, upload-time = "2026-05-13T14:57:03.768Z" },
    { url = "https://files.pythonhosted.org/packages/23/b9/9dbdf76b2b49a75ba8088df6f7c755bdb520afb6c6dbac0102b46cde5e99/torchvision-0.27.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:1c01f0d1091ae22b9dfc082b0a0fe5faaf053686a29b4fb082ba7691375c73cf", size = 7791430, upload-time = "2026-05-13T14:56:56.206Z" },
    { url = "https://files.pythonhosted.org/packages/5c/6a/e4a16cf2f3310c2ea7760dc5d9054496844391e0f4c1fae87fefac2f3d9e/torchvision-0.27.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:dadea3c5ecfd05bbb2a3312ab0374f213c58bf6459cb059122e2f4dfe13d10ed", size = 7668441, upload-time = "2026-05-13T14:57:02.127Z" },
    { url = "https://files.pythonhosted.org/packages/00/70/01b6461117a6a94b5af3f8ee166bb0f045056f3cf187750c110dabfdfffa/torchvision-0.27.0-cp313-cp313t-win_amd64.whl", hash = "sha256:a49e55055a39a8506fe7e59850522cab004efb2c3839f6057658889c1d69c815", size = 4141602, upload-time = "2026-05-13T14:56:53.449Z" },
    { url = "https://files.pythonhosted.org/packages/92/22/c0633677b3b3f3e69554a21ac087bf705f829c40cd5e3783507b8c006681/torchvision-0.27.0-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:c1fac0fc2a7adf29481fc1938a0e7845c57ba1147a986784109c4d98f434ea8c", size = 1758818, upload-time = "2026-05-13T14:56:54.988Z" },
    { url = "https://files.pythonhosted.org/packages/48/e8/55f9d9667b56dae470e69e31beac9b00d458ea393feec1aae95cc4f3f1c9/torchvision-0.27.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:cbf89764fc76f3f17fbf80c12d5a89c691e91cb9d82c38412aaf0568655ffb19", size = 7789667, upload-time = "2026-05-13T14:56:48.858Z" },
    { url = "https://files.pythonhosted.org/packages/00/bc/6f8681daf3bbc4c315bb0005110f99d28e3ecd675bf9c8f2c0d393fbac7a/torchvision-0.27.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:91f61b9865423037c327eb56afa207cc72de874e458c361840db9dcf5ce0c0eb", size = 7579848, upload-time = "2026-05-13T14:56:38.209Z" },
    { url = "https://files.pythonhosted.org/packages/19/6c/8d8020e6bd1e46c53e487c9c4e9457a07f2ee28931028fb5d71e2da40adc/torchvision-0.27.0-cp314-cp314-win_amd64.whl", hash = "sha256:5bb82fc3c55daf1788621e504310b0a286f1069627a8742f692aebb075ef25a7", size = 4119284, upload-time = "2026-05-13T14:56:46.625Z" },
    { url = "https://files.pythonhosted.org/packages/8d/7e/e78c48662a8d551606efdbe11c6b9c1d6d2391b92cd0e4591b9e6a2412b8/torchvision-0.27.0-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:2c4099a15150143b9b034730b404a56d572efe0b79489b4c765d929cb4eac7f3", size = 1758828, upload-time = "2026-05-13T14:56:52.293Z" },
    { url = "https://files.pythonhosted.org/packages/21/dd/d03ee9f9ee7bf11a8c7c776fb8e7fd6102f59c013791a2a4e5175bd6cba7/torchvision-0.27.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:b4c6bb0a670dcba017b3643e21902c9b8a1cc1c127d602f1488fa29ec3c6e865", size = 7790618, upload-time = "2026-05-13T14:56:44.721Z" },
    { url = "https://files.pythonhosted.org/packages/39/08/4002336a74742be70728603ec1769feb2b55e0d19c532c9ec9f92008de76/torchvision-0.27.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:1c2db4bde82bc48ebff73436a6adf34d4f809448268a70d9a1285f5c8f92313d", size = 7580217, upload-time = "2026-05-13T14:56:43.274Z" },
    { url = "https://files.pythonhosted.org/packages/ed/cb/4dd4783eb3565f526ba6e64b6f6ca26c00eacc924cdfe60455db9d91b84b/torchvision-0.27.0-cp314-cp314t-win_amd64.whl", hash = "sha256:72bf547e58ddb948689734eed6f4b6a2031f979dba4fb08e3690688b392e929f", size = 4226392, upload-time = "2026-05-13T14:56:40.235Z" },
 ]
 [[package]]
@@ -2033,18 +2123,22 @@ resolution-markers = [
    "platform_machine == 's390x' and sys_platform == 'darwin'",
 ]
 dependencies = [
-    { name = "numpy", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "numpy", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "pillow", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "pillow", marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:69093b64b2762c43df17be2db2be163029963d90bc3f1801500fdeb723e54833", upload-time = "2026-05-12T16:20:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:ba77816bbde883c0c2075a1e284cf2e6f324472d4523442f5e3ae0812a98ae1e", upload-time = "2026-05-12T16:20:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313-win_amd64.whl", hash = "sha256:159c7d32de5256ed946b4188335b00d11e0c3f7838998f94eaa98384b0249600", upload-time = "2026-05-12T16:20:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:1777906f08c75be6daf9a11946894b63ef368951e7aa52da83f8bfc824856123", upload-time = "2026-05-12T16:20:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:4388677d0903db4892587d5c87ab6f6cb31d19bac4838e083db022682036e152", upload-time = "2026-05-12T16:20:36Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp313-cp313t-win_amd64.whl", hash = "sha256:1d38651bd624dbbaf5ad77ccac93a60b16fc81f1ccacf2f5268bbc0dd2e7e1d7", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:c7e3c5662278ab5d64d150cc17694060e9ce5875b8739094dadf07a4ba45b90e", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:1417b91354698b045a4127cf7108b1dc8af1351a3002ecc5661c3ca69df577d4", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314-win_amd64.whl", hash = "sha256:58759994610e69773b1d7b038dfb2c72e8bf237fb3ba765f2ab1d6af7835dd88", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:4d2effc9740e711ea9b2db99e8874977eb6a3baa8b830b8a7416b2fde416de64", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:ae89bf1a81f3c7fdd222fbbddd8135a054d24ddd13f3b410e4f96d75f72952df", upload-time = "2026-05-12T16:20:37Z" },
    { url = "https://download-r2.pytorch.org/whl/cpu/torchvision-0.27.0%2Bcpu-cp314-cp314t-win_amd64.whl", hash = "sha256:c8b3c995d4294551b5ab33cbcf60d700819dc23d53b21a9c74936e521c88de33", upload-time = "2026-05-12T16:20:37Z" },
 ]
@@ -2056,15 +2150,23 @@ resolution-markers = [
    "platform_machine == 'x86_64' and sys_platform == 'linux'",
 ]
 dependencies = [
-    { name = "numpy", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "numpy", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "pillow", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "pillow", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 wheels = [
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:313c8fbc1fa7b0e5192752601e91c3c9987f6f5ee1342691b465e0c33653a307", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:56477bd091009afc733931724d66c56b21c9fa14ba2c3a1ec24c8ddce86b5cd8", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313-win_amd64.whl", hash = "sha256:b92a80f74b638f6e8c29b1319eb69701ceea98c0ac3c166ac8ef3f45a0493400", upload-time = "2026-05-13T02:00:39Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:af5367582f4189ec76b3ec0ef9b3503a55b03e57e05cdea62d44e12cacbf4b8a", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:836e7bb5c54238cb810bc263529f63b4b6ed8d183d5c764d5368902fb1acab19", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp313-cp313t-win_amd64.whl", hash = "sha256:3335086359b4e210ebd6240cb383c63ad265345cb8f8041bf0fe876822a6ab4d", upload-time = "2026-05-13T02:00:40Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:0c12e5fdfb355eb1f20b3fca4235a427d568c7ff4fbca6208f5891f7400670c3", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:efa01b2bdb8982bb3ff72669d70ab1d608919bb082464a4134f4063834ed771f", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314-win_amd64.whl", hash = "sha256:2d6e4300e5824d9711929fbda4edf57731d05808ae1706e44b477ade7aca9300", upload-time = "2026-05-13T02:00:41Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:f095b22a16ef385855cd1117ac5aca45fd3eae7be6e79d79a594492b71728284", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:60e070ef008c2e74724d2bf3949c7ec2a0fc25e34bafe1cee1d83b4e2782874c", upload-time = "2026-05-12T16:20:42Z" },
    { url = "https://download-r2.pytorch.org/whl/cu126/torchvision-0.27.0%2Bcu126-cp314-cp314t-win_amd64.whl", hash = "sha256:9db7a154702b4404f1af0b48ac0098aa9ddcea3c80c8e9b8bf8f3fdd87e20946", upload-time = "2026-05-13T02:00:42Z" },
 ]
 [[package]]
@@ -2072,7 +2174,7 @@ name = "tqdm"
 version = "4.68.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
+    { name = "colorama", marker = "sys_platform == 'win32' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/85/05/0d5260f1f1ca784f4a4a0def9cbe6affe587f5b4025328d446c3d67765f4/tqdm-4.68.2.tar.gz", hash = "sha256:89c230e8dbc67c7615c142487111222f878c77427ea09549960f62389e258add", size = 171923, upload-time = "2026-06-09T13:26:42.539Z" }
 wheels = [
@@ -2153,14 +2255,14 @@ dependencies = [
    { name = "pyyaml" },
    { name = "requests" },
    { name = "scipy" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torchvision", version = "0.27.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
    { name = "ultralytics-thop" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/5b/d6/7d95601a9078b614e87d14f93bf597a6bd75aa2bfe19cbe57e0016005c35/ultralytics-8.4.66.tar.gz", hash = "sha256:bb6e70e6b6de5399f9fc29a7c57495d6272529cc4896faf548372ddfa1c3365f", size = 1104120, upload-time = "2026-06-11T16:48:03.3Z" }
@@ -2174,10 +2276,10 @@ version = "2.0.20"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "numpy" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/98/c6/d25cb53e141242f74950744179c21b8798bb09b9e7161465ecda4f577ddf/ultralytics_thop-2.0.20.tar.gz", hash = "sha256:f3595e0d8c6fd0b9f62fc2cd9be921755e2649a05c34f1fabaea0bff7295d641", size = 34682, upload-time = "2026-06-06T11:42:42.184Z" }
 wheels = [
@@ -2195,29 +2297,29 @@ wheels = [
 [[package]]
 name = "winnow"
-version = "0.2.10"
+version = "0.2.11"
 source = { editable = "." }
 dependencies = [
    { name = "croniter" },
    { name = "insightface" },
    { name = "numpy" },
-    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "nvidia-cudnn-cu12", version = "9.10.2.21", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "nvidia-cudnn-cu12", version = "9.23.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'linux'" },
+    { name = "nvidia-cudnn-cu12", version = "9.23.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'x86_64' or sys_platform != 'linux' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "onnxruntime" },
+    { name = "onnxruntime", marker = "platform_machine != 'x86_64' or sys_platform != 'linux' or (extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "onnxruntime-gpu", marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "onnxruntime-gpu", marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
    { name = "opencv-python-headless" },
    { name = "pillow" },
    { name = "python-dotenv" },
    { name = "requests" },
    { name = "rich" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torch", version = "2.12.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torch", version = "2.12.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "platform_machine != 's390x' and sys_platform == 'darwin'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine != 's390x' and sys_platform == 'darwin') or (platform_machine == 's390x' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux'" },
+    { name = "torchvision", version = "0.27.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and sys_platform == 'linux') or (platform_machine == 'aarch64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (platform_machine == 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux')" },
+    { name = "torchvision", version = "0.27.0+cpu", source = { registry = "https://download.pytorch.org/whl/cpu" }, marker = "(platform_machine == 's390x' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (sys_platform != 'darwin' and sys_platform != 'linux') or (sys_platform == 'darwin' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform == 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
-    { name = "torchvision", version = "0.27.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" },
+    { name = "torchvision", version = "0.27.0+cu126", source = { registry = "https://download.pytorch.org/whl/cu126" }, marker = "(platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine != 'x86_64' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu') or (sys_platform != 'linux' and extra == 'project-11-onnxruntime' and extra == 'project-15-onnxruntime-gpu')" },
    { name = "transformers" },
    { name = "ultralytics" },
 ]
@@ -203,64 +203,71 @@ def _select_by_embedding(
    else:
        candidates = assets
-    # --- Phase 1: Concurrent thumbnail download ---
+    # --- Phases 1-4: Batched download → quality filter → crop → embed ---
    # Process in bounded batches so at most _BATCH decoded images live in RAM
    # at once. With 472 candidates each thumbnail is ~3-8 MB decoded; loading
    # all at once easily exhausts a 4 GB container limit on CPU.
    from concurrent.futures import ThreadPoolExecutor, as_completed
-    thumbnail_map: dict[str, Image.Image] = {}
+    _BATCH = 32
    with ThreadPoolExecutor(max_workers=8) as pool:
        futures = {pool.submit(_fetch_thumbnail, a["id"]): a for a in candidates}
        for i, future in enumerate(as_completed(futures)):
            if progress_callback:
                progress_callback(i, len(candidates))
            asset = futures[future]
            try:
                img = future.result()
                if img is not None:
                    thumbnail_map[asset["id"]] = img
            except Exception:
                continue
    # --- Phase 2-4: Quality filter → Crop → Embed ---
    embeddings, valid_candidates, confidence_scores = [], [], []
    quality_filtered = 0
    processed = 0
-    for asset in candidates:
+    for batch_start in range(0, len(candidates), _BATCH):
-        img = thumbnail_map.get(asset["id"])
+        batch = candidates[batch_start : batch_start + _BATCH]
        if img is None:
            continue
-        confidence = _get_face_confidence(asset, person_id=person_id)
+        # Download this batch concurrently
        batch_images: dict[str, Image.Image] = {}
        with ThreadPoolExecutor(max_workers=min(8, len(batch))) as pool:
            futures = {pool.submit(_fetch_thumbnail, a["id"]): a for a in batch}
            for future in as_completed(futures):
                asset = futures[future]
                try:
                    img = future.result()
                    if img is not None:
                        batch_images[asset["id"]] = img
                except Exception as e:
                    logger.debug(f"Failed to fetch thumbnail for {asset['id']}: {e}")
                    continue
-        # Quality gate: filter before expensive embedding computation
+        # Process each image; batch_images goes out of scope after this loop,
-        if entity_type == "face":
+        # bounding peak thumbnail memory to _BATCH images per iteration.
-            face_bbox = _get_face_bbox(asset, person_id=person_id)
+        for asset in batch:
-            quality = assess_quality(
+            img = batch_images.get(asset["id"])
-                img,
+            processed += 1
-                face_bbox=face_bbox,
+            if progress_callback:
-                confidence=confidence,
+                progress_callback(processed, len(candidates))
-                blur_threshold=Config.BLUR_THRESHOLD,
+            if img is None:
                min_face_px=Config.MIN_FACE_WIDTH,
                min_confidence=Config.MIN_CONFIDENCE,
            )
            if not quality.passed:
                quality_filtered += 1
                logger.debug(f"Quality filtered {asset['id']}: {quality.reason}")
                continue
-            # Crop the target person's face before embedding
+            confidence = _get_face_confidence(asset, person_id=person_id)
            face_crop = _crop_face_from_thumbnail(img, asset, person_id=person_id)
            embed_img = face_crop if face_crop is not None else img
        else:
            embed_img = img
-        emb = get_embedding(embed_img, entity_type, asset_id=asset["id"])
+            if entity_type == "face":
-        if emb is not None:
+                face_bbox = _get_face_bbox(asset, person_id=person_id)
-            embeddings.append(emb)
+                quality = assess_quality(
-            valid_candidates.append(asset)
+                    img,
-            confidence_scores.append(confidence)
+                    face_bbox=face_bbox,
                    confidence=confidence,
                    blur_threshold=Config.BLUR_THRESHOLD,
                    min_face_px=Config.MIN_FACE_WIDTH,
                    min_confidence=Config.MIN_CONFIDENCE,
                )
                if not quality.passed:
                    quality_filtered += 1
                    logger.debug(f"Quality filtered {asset['id']}: {quality.reason}")
                    continue
-    if progress_callback:
+                face_crop = _crop_face_from_thumbnail(img, asset, person_id=person_id)
-        progress_callback(len(candidates), len(candidates))
+                embed_img = face_crop if face_crop is not None else img
            else:
                embed_img = img
            emb = get_embedding(embed_img, entity_type, asset_id=asset["id"])
            if emb is not None:
                embeddings.append(emb)
                valid_candidates.append(asset)
                confidence_scores.append(confidence)
    if quality_filtered > 0:
        logger.info(f"Quality filtering removed {quality_filtered} images.")