Add RVV support for sdpa operator

.github/ISSUE_TEMPLATE/model-convert.md

@@ -1,6 +1,6 @@
 ---
 name: "\U0001F6B8 model convert issue"
-about: "Life is Short, Use pnnx and convertmodel.com"
+about: "Life is Short, Use pnnx and pnnx.pchar.cn"
 ---
 
 ## error log | 日志或报错信息 | ログ

.github/workflows/pnnx.yml

@@ -21,11 +21,11 @@ permissions:
   contents: read
 
 env:
-  LIBTORCH_VERSION: 2.9.0
-  TORCHVISION_VERSION: 0.24.0
+  LIBTORCH_VERSION: 2.10.0
+  TORCHVISION_VERSION: 0.25.0
   PROTOBUF_VERSION: 21.12
-  ONNXRUNTIME_VERSION: 1.23.1
-  CACHE_DATE: 20251020
+  ONNXRUNTIME_VERSION: 1.24.3
+  CACHE_DATE: 20260309
   SEGMENT_DOWNLOAD_TIMEOUT_MINS: 15
 
 jobs:
@@ -94,21 +94,21 @@ jobs:
 
     - name: cache-libtorch
       id: cache-libtorch
-      uses: actions/cache@v5
+      uses: actions/cache@v4
       with:
         path: libtorch-${{ env.LIBTORCH_VERSION }}-install
         key: libtorch-${{ env.LIBTORCH_VERSION }}-linux-install-${{ env.CACHE_DATE }}
 
     - name: cache-torchvision
       id: cache-torchvision
-      uses: actions/cache@v5
+      uses: actions/cache@v4
       with:
         path: torchvision-${{ env.TORCHVISION_VERSION }}-install
         key: torchvision-${{ env.TORCHVISION_VERSION }}-linux-install-${{ env.CACHE_DATE }}
 
     - name: cache-onnxruntime
       id: cache-onnxruntime
-      uses: actions/cache@v5
+      uses: actions/cache@v4
       with:
         path: onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-install
         key: onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-linux-install-${{ env.CACHE_DATE }}
@@ -129,7 +129,9 @@ jobs:
         pip3 install -r requirements.txt --break-system-packages
         patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-fix-mobile-build.patch
         patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-no-link-system-lib.patch
-        patch -p1 -R -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-revert-nativert-api.patch
+        patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-fix-eigen-build.patch
+        patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-fix-link-local-sleef.patch
+        patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/pytorch-v${{ env.LIBTORCH_VERSION }}-revert-nativert-api.patch
         mkdir -p build && cd build
         cmake -DCMAKE_INSTALL_PREFIX=$GITHUB_WORKSPACE/libtorch-${{ env.LIBTORCH_VERSION }}-install \
             -DCMAKE_BUILD_TYPE=MinSizeRel \
@@ -151,7 +153,10 @@ jobs:
             -DUSE_NUMPY=OFF \
             -DUSE_OPENMP=OFF \
             -DUSE_SOURCE_DEBUG_ON_MOBILE=OFF \
-            -DUSE_XNNPACK=OFF ..
+            -DUSE_XNNPACK=OFF \
+            -DBUILD_TEST=OFF \
+            -DATEN_NO_TEST=ON \
+            ..
         cmake --build . -j 8
         cmake --build . -j 8 --target install/strip
 
@@ -192,7 +197,7 @@ jobs:
         cd onnxruntime-${{ env.ONNXRUNTIME_VERSION }}
         patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-less-mlas-features.patch
         patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-monolithic-static-library.patch
-        patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-include-cstdint.patch
+        patch -p1 -i $GITHUB_WORKSPACE/pnnx-patches/onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-use-clog.patch
         mkdir -p build2 && cd build2
         cmake -DCMAKE_INSTALL_PREFIX=$GITHUB_WORKSPACE/onnxruntime-${{ env.ONNXRUNTIME_VERSION }}-install \
             -DCMAKE_BUILD_TYPE=MinSizeRel \
@@ -250,6 +255,7 @@ jobs:
           - { python: '3.12', numpy: '2.2.5',  opencv: '4.11.*', torch: '2.7.0',  torchvision: '0.22.0', torchaudio: '2.7.0+cpu',  transformers: '4.52.1' }
           - { python: '3.13', numpy: '2.2.5',  opencv: '4.12.*', torch: '2.8.0',  torchvision: '0.23.0', torchaudio: '2.8.0+cpu',  transformers: '4.56.2' }
           - { python: '3.13', numpy: '2.2.5',  opencv: '4.12.*', torch: '2.9.0',  torchvision: '0.24.0', torchaudio: '2.9.0+cpu',  transformers: '4.56.2' }
+          - { python: '3.13', numpy: '2.2.5',  opencv: '4.12.*', torch: '2.10.0', torchvision: '0.25.0', torchaudio: '2.10.0+cpu', transformers: '4.56.2' }
 
     name: test-${{ matrix.torch }}-py${{ matrix.python }}
 

.github/workflows/test-coverage.yml

@@ -56,7 +56,7 @@ jobs:
         lcov --list lcov.info
 
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -138,7 +138,7 @@ jobs:
         lcov --ignore-errors inconsistent -r lcov.info '*/build-openmp/*' -o lcov.info
         lcov --ignore-errors inconsistent --list lcov.info
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -170,7 +170,7 @@ jobs:
         lcov --ignore-errors inconsistent -r lcov.info '*/build/*' -o lcov.info
         lcov --ignore-errors inconsistent --list lcov.info
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -222,7 +222,7 @@ jobs:
         lcov --ignore-errors inconsistent -r lcov.info '*/build/*' -o lcov.info
         lcov --ignore-errors inconsistent --list lcov.info
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -282,7 +282,7 @@ jobs:
         lcov --ignore-errors inconsistent -r lcov.info '*/build/*' -o lcov.info
         lcov --ignore-errors inconsistent --list lcov.info
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -327,7 +327,7 @@ jobs:
         lcov --list lcov.info
 
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -358,7 +358,7 @@ jobs:
         lcov --ignore-errors inconsistent --list lcov.info
 
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -416,7 +416,7 @@ jobs:
         lcov --ignore-errors inconsistent --list lcov.info
 
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true
@@ -575,7 +575,7 @@ jobs:
         lcov --ignore-errors inconsistent --list lcov.info
 
     - name: codecov
-      uses: codecov/codecov-action@v5
+      uses: codecov/codecov-action@v6
       with:
         token: ${{ secrets.CODECOV_TOKEN }}
         disable_search: true