Update installation doc (#72)

.github/workflows/build_conda_macos_cpu.yml

@@ -1,111 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# refer to https://github.com/actions/starter-workflows/pull/47/files
-
-name: build_conda_macos_cpu
-
-on:
-  push:
-    tags:
-      - '*'
-
-env:
-  KALDIFEAT_BUILD_TYPE: Release
-
-jobs:
-  generate_build_matrix:
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  build_conda_macos_cpu:
-    needs: generate_build_matrix
-    runs-on: macos-10.15
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      # refer to https://github.com/actions/checkout
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Display clang version
-        run: |
-          clang --version
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python3 -c "import sys; print(sys.version)"
-          which python3
-
-      - name: Install conda dependencies
-        shell: bash -l {0}
-        run: |
-          conda install -y -q anaconda-client
-          conda install -y -q conda-build
-          conda install -y -q -c pytorch pytorch=${{ matrix.torch }} cpuonly
-
-      - name: Display conda info
-        shell: bash -l {0}
-        run: |
-          which conda
-          conda env list
-          conda info
-
-      - name: Build kaldifeat
-        shell: bash -l {0}
-        env:
-          KALDIFEAT_PYTHON_VERSION: ${{ matrix.python-version}}
-          KALDIFEAT_TORCH_VERSION: ${{ matrix.torch }}
-          KALDIFEAT_CONDA_TOKEN: ${{ secrets.KALDIFEAT_CONDA_TOKEN}}
-          KALDIFEAT_IS_GITHUB_ACTIONS: 1
-          KALDIFEAT_IS_FOR_CONDA: 1
-        run: |
-          export KALDIFEAT_BUILD_TYPE=$KALDIFEAT_BUILD_TYPE
-          ./scripts/build_conda_cpu.sh
-
-      - name: Display generated files
-        run: |
-          ls -lh /usr/local/miniconda/envs/kaldifeat/conda-bld/osx-64
-
-      - name: Upload generated files
-        uses: actions/upload-artifact@v2
-        with:
-          name: cpu-torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-macos-10.15
-          path: /usr/local/miniconda/envs/kaldifeat/conda-bld/osx-64/*.tar.bz2

.github/workflows/build_conda_ubuntu_cpu.yml

@@ -1,108 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# refer to https://github.com/actions/starter-workflows/pull/47/files
-
-name: build_conda_ubuntu_cpu
-
-on:
-  push:
-    tags:
-      - '*'
-
-env:
-  KALDIFEAT_BUILD_TYPE: Release
-
-jobs:
-  generate_build_matrix:
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  build_conda_ubuntu_cpu:
-    needs: generate_build_matrix
-    runs-on: ubuntu-18.04
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      # refer to https://github.com/actions/checkout
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python3 -c "import sys; print(sys.version)"
-          which python3
-
-      - name: Install conda dependencies
-        shell: bash -l {0}
-        run: |
-          conda install -y -q anaconda-client
-          conda install -y -q conda-build
-          conda install -y -q -c pytorch pytorch=${{ matrix.torch }} cpuonly
-
-      - name: Display conda info
-        shell: bash -l {0}
-        run: |
-          which conda
-          conda env list
-          conda info
-          nproc
-
-      - name: Build kaldifeat
-        shell: bash -l {0}
-        env:
-          KALDIFEAT_PYTHON_VERSION: ${{ matrix.python-version}}
-          KALDIFEAT_TORCH_VERSION: ${{ matrix.torch }}
-          KALDIFEAT_CONDA_TOKEN: ${{ secrets.KALDIFEAT_CONDA_TOKEN}}
-          KALDIFEAT_IS_GITHUB_ACTIONS: 1
-          KALDIFEAT_IS_FOR_CONDA: 1
-        run: |
-          export KALDIFEAT_BUILD_TYPE=$KALDIFEAT_BUILD_TYPE
-          ./scripts/build_conda_cpu.sh
-
-      - name: Display generated files
-        run: |
-          ls -lh /usr/share/miniconda/envs/kaldifeat/conda-bld/linux-64
-
-      - name: Upload generated files
-        uses: actions/upload-artifact@v2
-        with:
-          name: cpu-torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-ubuntu-18.04
-          path: /usr/share/miniconda/envs/kaldifeat/conda-bld/linux-64/*.tar.bz2

.github/workflows/build_conda_ubuntu_cuda.yml

@@ -1,132 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# refer to https://github.com/actions/starter-workflows/pull/47/files
-
-name: build_conda_ubuntu_cuda
-
-on:
-  push:
-    tags:
-      - '*'
-
-env:
-  KALDIFEAT_BUILD_TYPE: Release
-
-jobs:
-  generate_build_matrix:
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py --enable-cuda
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py --enable-cuda)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  build_conda_ubuntu_cuda:
-    needs: generate_build_matrix
-    runs-on: ubuntu-18.04
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      # refer to https://github.com/actions/checkout
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Install CUDA Toolkit ${{ matrix.cuda }}
-        shell: bash -l {0}
-        env:
-          cuda: ${{ matrix.cuda }}
-        run: |
-          source ./scripts/github_actions/install_cuda.sh
-          echo "CUDA_HOME=${CUDA_HOME}" >> $GITHUB_ENV
-          echo "${CUDA_HOME}/bin" >> $GITHUB_PATH
-          echo "LD_LIBRARY_PATH=${CUDA_HOME}/lib:${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}" >> $GITHUB_ENV
-
-      - name: Display NVCC version
-        shell: bash -l {0}
-        run: |
-          which nvcc
-          nvcc --version
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python3 -c "import sys; print(sys.version)"
-          which python3
-
-      - name: Install conda dependencies
-        shell: bash -l {0}
-        run: |
-          conda install -y -q anaconda-client
-          conda install -y -q conda-build
-          conda install -y -q -c pytorch -c conda-forge pytorch=${{ matrix.torch }} cudatoolkit=${{ matrix.cuda }}
-
-      - name: Display conda info
-        shell: bash -l {0}
-        run: |
-          which conda
-          conda env list
-          conda info
-          nproc
-
-      - name: Download cudnn 8.0
-        shell: bash -l {0}
-        env:
-          cuda: ${{ matrix.cuda }}
-        run: |
-          ./scripts/github_actions/install_cudnn.sh
-
-      - name: Build kaldifeat
-        shell: bash -l {0}
-        env:
-          KALDIFEAT_CUDA_VERSION: ${{ matrix.cuda }}
-          KALDIFEAT_PYTHON_VERSION: ${{ matrix.python-version}}
-          KALDIFEAT_TORCH_VERSION: ${{ matrix.torch }}
-          KALDIFEAT_CONDA_TOKEN: ${{ secrets.KALDIFEAT_CONDA_TOKEN}}
-          KALDIFEAT_IS_GITHUB_ACTIONS: 1
-          KALDIFEAT_IS_FOR_CONDA: 1
-        run: |
-          export KALDIFEAT_BUILD_TYPE=$KALDIFEAT_BUILD_TYPE
-          ./scripts/build_conda.sh
-
-      - name: Display generated files
-        run: |
-          ls -lh /usr/share/miniconda/envs/kaldifeat/conda-bld/linux-64
-
-      - name: Upload generated files
-        uses: actions/upload-artifact@v2
-        with:
-          name: cuda-${{ matrix.cuda }}-torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-ubuntu-18.04
-          path: /usr/share/miniconda/envs/kaldifeat/conda-bld/linux-64/*.tar.bz2

.github/workflows/build_conda_windows_cpu.yml

@@ -1,113 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# refer to https://github.com/actions/starter-workflows/pull/47/files
-
-name: build_conda_windows_cpu
-
-on:
-  push:
-    tags:
-      - '*'
-
-env:
-  KALDIFEAT_BUILD_TYPE: Release
-
-jobs:
-  generate_build_matrix:
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  build_conda_windows_cpu:
-    needs: generate_build_matrix
-    runs-on: windows-2019
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      # refer to https://github.com/actions/checkout
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Install conda dependencies
-        shell: bash -l {0}
-        run: |
-          conda install -y -q anaconda-client
-          conda install -y -q conda-build
-          conda install -y -q -c pytorch pytorch=${{ matrix.torch }} cpuonly
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python -c "import sys; print(sys.version)"
-          which python
-
-      - name: Display conda info
-        shell: bash -l {0}
-        run: |
-          conda env list
-          conda info
-          which conda
-          python --version
-          which python
-          python -m torch.utils.collect_env
-
-      - name: Build kaldifeat
-        shell: bash -l {0}
-        env:
-          KALDIFEAT_PYTHON_VERSION: ${{ matrix.python-version}}
-          KALDIFEAT_TORCH_VERSION: ${{ matrix.torch }}
-          KALDIFEAT_CONDA_TOKEN: ${{ secrets.KALDIFEAT_CONDA_TOKEN}}
-          KALDIFEAT_IS_GITHUB_ACTIONS: 1
-          KALDIFEAT_IS_FOR_CONDA: 1
-        run: |
-          export KALDIFEAT_BUILD_TYPE=$KALDIFEAT_BUILD_TYPE
-          ./scripts/build_conda_cpu.sh
-
-      - name: Display generated files
-        shell: bash -l {0}
-        run: |
-          ls -lh /c/Miniconda/envs/kaldifeat/conda-bld
-          ls -lh /c/Miniconda/envs/kaldifeat/conda-bld/*/*
-          ls -lh /c/Miniconda/envs/kaldifeat/conda-bld/win-64/*
-
-      - name: Upload generated files
-        uses: actions/upload-artifact@v2
-        with:
-          name: cpu-torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-windows-2019
-          path: c:/Miniconda/envs/kaldifeat/conda-bld/win-64/*.tar.bz2

.github/workflows/macos-cpu-wheels.yml

@@ -0,0 +1,118 @@
+name: build-wheels-cpu-macos
+
+on:
+  push:
+    tags:
+      - '*'
+  workflow_dispatch:
+
+concurrency:
+  group: build-wheels-cpu-macos-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  generate_build_matrix:
+    # see https://github.com/pytorch/pytorch/pull/50633
+    runs-on: ubuntu-latest
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - name: Generating build matrix
+        id: set-matrix
+        run: |
+          # outputting for debugging purposes
+          python ./scripts/github_actions/generate_build_matrix.py --for-macos
+          MATRIX=$(python ./scripts/github_actions/generate_build_matrix.py --for-macos)
+          echo "::set-output name=matrix::${MATRIX}"
+
+  build_wheels_macos_cpu:
+    needs: generate_build_matrix
+    name: ${{ matrix.torch }} ${{ matrix.python-version }}
+    runs-on: macos-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: display
+        shell: bash
+        run: |
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry ls -lh
+
+      # see https://cibuildwheel.readthedocs.io/en/stable/changelog/
+      # for a list of versions
+      - name: Build wheels
+        uses: pypa/cibuildwheel@v2.11.4
+        env:
+          CIBW_BEFORE_BUILD: pip install torch==${{ matrix.torch}} cmake numpy
+          CIBW_BUILD: ${{ matrix.python-version }}-*
+          CIBW_REPAIR_WHEEL_COMMAND_MACOS: ""
+          CIBW_BUILD_VERBOSITY: 3
+
+      - name: Display wheels
+        shell: bash
+        run: |
+
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          ls -lh ./wheelhouse/
+
+          ls -lh ./wheelhouse/*.whl
+
+      - name: Upload Wheel
+        uses: actions/upload-artifact@v2
+        with:
+          name: torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-macos-latest-cpu
+          path: wheelhouse/*.whl
+
+      # https://huggingface.co/docs/hub/spaces-github-actions
+      - name: Publish to huggingface
+        if: github.repository_owner == 'csukuangfj'
+        shell: bash
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          git config --global user.email "csukuangfj@gmail.com"
+          git config --global user.name "Fangjun Kuang"
+
+          export GIT_LFS_SKIP_SMUDGE=1
+          git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+          cur_path=$PWD
+
+          function push_to_huggingface() {
+            cd $cur_path
+            rm -rf huggingface
+            git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+            cd huggingface
+            git pull
+
+            mkdir -p macos
+            cp -v ../wheelhouse/*.whl ./macos
+            git status
+            git lfs track "*.whl"
+            git add .
+            git commit -m "upload macos-cpu wheel for torch ${{ matrix.torch }} python ${{ matrix.python-version }}"
+            git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/kaldifeat main
+
+            cd ..
+            rm -rf huggingface
+          }
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry push_to_huggingface

.github/workflows/nightly-tests-ubuntu-conda-cpu.yml

@@ -1,100 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests ubuntu conda cpu
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py --test-only-latest-torch
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py --test-only-latest-torch)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_ubuntu_conda_cpu:
-    needs: generate_build_matrix
-    runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python3 -c "import sys; print(sys.version)"
-          which python3
-
-      - name: Install kaldifeat and run tests
-        shell: bash -l {0}
-        run: |
-          sudo apt-get update
-          sudo apt-get install -y libsndfile1-dev libsndfile1 ffmpeg
-
-          conda install -y -c kaldifeat -c pytorch cpuonly pytorch=${{ matrix.torch }} kaldifeat python=${{ matrix.python-version }}
-          conda install -y -c conda-forge pysoundfile
-
-
-          cd kaldifeat/python/tests
-          make test

.github/workflows/nightly-tests-ubuntu-conda-cuda.yml

@@ -1,96 +0,0 @@
-# Copyright      2021  Xiaomi Corp.       (author: Fangjun Kuang)
-
-# See ../../LICENSE for clarification regarding multiple authors
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-name: Nightly tests ubuntu conda cuda
-
-on:
-  schedule:
-    # minute (0-59)
-    # hour (0-23)
-    # day of the month (1-31)
-    # month (1-12)
-    # day of the week (0-6)
-    # nightly build at 23:50 UTC time every day
-    - cron: "50 23 * * *"
-
-jobs:
-  enable_nightly_build:
-    runs-on: ubuntu-latest
-    outputs:
-      enabled: ${{ steps.set-enabled.outputs.enabled }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Set enabled
-        id: set-enabled
-        run: |
-          enabled=$(python scripts/github_actions/run-nightly-build.py)
-          echo "enabled: $enabled"
-          echo "::set-output name=enabled::${enabled}"
-
-  generate_build_matrix:
-    needs: enable_nightly_build
-    if: needs.enable_nightly_build.outputs.enabled == 'true'
-    # see https://github.com/pytorch/pytorch/pull/50633
-    runs-on: ubuntu-latest
-    outputs:
-      matrix: ${{ steps.set-matrix.outputs.matrix }}
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - name: Generating build matrix
-        id: set-matrix
-        run: |
-          # outputting for debugging purposes
-          python scripts/github_actions/generate_build_matrix.py --enable-cuda --test-only-latest-torch
-          MATRIX=$(python scripts/github_actions/generate_build_matrix.py --enable-cuda --test-only-latest-torch)
-          echo "::set-output name=matrix::${MATRIX}"
-
-  run_nightly_tests_ubuntu_conda_cuda:
-    needs: generate_build_matrix
-    runs-on: ubuntu-latest
-    strategy:
-      fail-fast: false
-      matrix:
-        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - uses: conda-incubator/setup-miniconda@v2
-        with:
-          auto-update-conda: true
-          python-version: ${{ matrix.python-version }}
-          activate-environment: kaldifeat
-
-      - name: Display Python version
-        shell: bash -l {0}
-        run: |
-          python3 -c "import sys; print(sys.version)"
-          which python3
-
-      - name: Install kaldifeat and run tests
-        shell: bash -l {0}
-        run: |
-          conda install -y -c kaldifeat -c pytorch -c conda-forge pytorch=${{ matrix.torch }} cudatoolkit=${{ matrix.cuda }} kaldifeat python=${{ matrix.python-version }}
-          conda install -y -c conda-forge pysoundfile
-
-          cd kaldifeat/python/tests
-          make test

.github/workflows/ubuntu-cpu-wheels.yml

@@ -0,0 +1,128 @@
+name: build-wheels-cpu-ubuntu
+
+on:
+  push:
+    tags:
+      - '*'
+  workflow_dispatch:
+
+concurrency:
+  group: build-wheels-cpu-ubuntu-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  generate_build_matrix:
+    # see https://github.com/pytorch/pytorch/pull/50633
+    runs-on: ubuntu-latest
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - name: Generating build matrix
+        id: set-matrix
+        run: |
+          # outputting for debugging purposes
+          python ./scripts/github_actions/generate_build_matrix.py
+          MATRIX=$(python ./scripts/github_actions/generate_build_matrix.py)
+          echo "::set-output name=matrix::${MATRIX}"
+
+  build-manylinux-wheels:
+    needs: generate_build_matrix
+    name: ${{ matrix.torch }} ${{ matrix.python-version }}
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: display
+        shell: bash
+        run: |
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry ls -lh
+
+      # see https://github.com/pytorch/test-infra/blob/9e3d392690719fac85bad0c9b67f530e48375ca1/tools/scripts/generate_binary_build_matrix.py
+      # https://github.com/pytorch/builder/tree/main/manywheel
+      # https://github.com/pytorch/builder/pull/476
+      # https://github.com/k2-fsa/k2/issues/733
+      # https://github.com/pytorch/pytorch/pull/50633  (generate build matrix)
+      - name: Run the build process with Docker
+        uses: addnab/docker-run-action@v3
+        with:
+            image: ${{ matrix.image }}
+            options: -v ${{ github.workspace }}:/var/www -e PYTHON_VERSION=${{ matrix.python-version }} -e TORCH_VERSION=${{ matrix.torch }}
+            run: |
+              echo "pwd: $PWD"
+              uname -a
+              id
+              cat /etc/*release
+              gcc --version
+              python3 --version
+              which python3
+              /var/www/scripts/github_actions/build-ubuntu-cpu.sh
+
+      - name: Display wheels
+        shell: bash
+        run: |
+
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          ls -lh ./wheelhouse/
+
+          ls -lh ./wheelhouse/*.whl
+
+      - name: Upload Wheel
+        uses: actions/upload-artifact@v2
+        with:
+          name: torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-ubuntu-latest-cpu
+          path: wheelhouse/*.whl
+
+      # https://huggingface.co/docs/hub/spaces-github-actions
+      - name: Publish to huggingface
+        if: github.repository_owner == 'csukuangfj'
+        shell: bash
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          git config --global user.email "csukuangfj@gmail.com"
+          git config --global user.name "Fangjun Kuang"
+
+          export GIT_LFS_SKIP_SMUDGE=1
+          git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+          cur_path=$PWD
+
+          function push_to_huggingface() {
+            cd $cur_path
+            rm -rf huggingface
+            git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+            cd huggingface
+            git pull
+
+            mkdir -p ubuntu-cpu
+            cp -v ../wheelhouse/*.whl ./ubuntu-cpu
+            git status
+            git lfs track "*.whl"
+            git add .
+            git commit -m "upload ubuntu-cpu wheel for torch ${{ matrix.torch }} python ${{ matrix.python-version }}"
+            git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/kaldifeat main
+
+            cd ..
+            rm -rf huggingface
+          }
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry push_to_huggingface

.github/workflows/ubuntu-cuda-wheels.yml

@@ -0,0 +1,139 @@
+name: build-wheels-cuda-ubuntu
+
+on:
+  push:
+    tags:
+      - '*'
+  workflow_dispatch:
+
+concurrency:
+  group: build-wheels-cuda-ubuntu-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  generate_build_matrix:
+    # see https://github.com/pytorch/pytorch/pull/50633
+    runs-on: ubuntu-latest
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - name: Generating build matrix
+        id: set-matrix
+        run: |
+          # outputting for debugging purposes
+          python ./scripts/github_actions/generate_build_matrix.py --enable-cuda
+          MATRIX=$(python ./scripts/github_actions/generate_build_matrix.py --enable-cuda)
+          echo "::set-output name=matrix::${MATRIX}"
+
+  build-manylinux-wheels:
+    needs: generate_build_matrix
+    name: ${{ matrix.torch }} ${{ matrix.python-version }} cuda${{ matrix.cuda }}
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: display
+        shell: bash
+        run: |
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry ls -lh
+
+      # see https://github.com/pytorch/test-infra/blob/9e3d392690719fac85bad0c9b67f530e48375ca1/tools/scripts/generate_binary_build_matrix.py
+      # https://github.com/pytorch/builder/tree/main/manywheel
+      # https://github.com/pytorch/builder/pull/476
+      # https://github.com/k2-fsa/k2/issues/733
+      # https://github.com/pytorch/pytorch/pull/50633  (generate build matrix)
+      - name: Run the build process with Docker
+        uses: addnab/docker-run-action@v3
+        with:
+            image: ${{ matrix.image }}
+            options: -v ${{ github.workspace }}:/var/www -e PYTHON_VERSION=${{ matrix.python-version }} -e TORCH_VERSION=${{ matrix.torch }} -e CUDA_VERSION=${{ matrix.cuda }}
+            run: |
+              echo "pwd: $PWD"
+              uname -a
+              id
+              cat /etc/*release
+              gcc --version
+              python3 --version
+              which python3
+
+              pushd /usr/local
+              rm cuda
+              ln -s cuda-$CUDA_VERSION cuda
+              popd
+              which nvcc
+              nvcc --version
+
+              cp /var/www/scripts/github_actions/install_torch.sh .
+              chmod +x install_torch.sh
+
+              /var/www/scripts/github_actions/build-ubuntu-cuda.sh
+
+      - name: Display wheels
+        shell: bash
+        run: |
+
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          ls -lh ./wheelhouse/
+
+          ls -lh ./wheelhouse/*.whl
+
+      - name: Upload Wheel
+        uses: actions/upload-artifact@v2
+        with:
+          name: torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-ubuntu-latest-cuda
+          path: wheelhouse/*.whl
+
+      # https://huggingface.co/docs/hub/spaces-github-actions
+      - name: Publish to huggingface
+        if: github.repository_owner == 'csukuangfj'
+        shell: bash
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          git config --global user.email "csukuangfj@gmail.com"
+          git config --global user.name "Fangjun Kuang"
+
+          export GIT_LFS_SKIP_SMUDGE=1
+          git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+          cur_path=$PWD
+
+          function push_to_huggingface() {
+            cd $cur_path
+            rm -rf huggingface
+            git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+            cd huggingface
+            git pull
+
+            mkdir -p ubuntu-cuda
+            cp -v ../wheelhouse/*.whl ./ubuntu-cuda
+            git status
+            git lfs track "*.whl"
+            git add .
+            git commit -m "upload ubuntu-cuda wheel for torch ${{ matrix.torch }} python ${{ matrix.python-version }}"
+            git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/kaldifeat main
+
+            cd ..
+            rm -rf huggingface
+          }
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry push_to_huggingface

.github/workflows/windows-x64-cpu-wheels.yml

@@ -0,0 +1,118 @@
+name: build-wheels-cpu-win64
+
+on:
+  push:
+    tags:
+      - '*'
+  workflow_dispatch:
+
+concurrency:
+  group: build-wheels-cpu-win64-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  generate_build_matrix:
+    # see https://github.com/pytorch/pytorch/pull/50633
+    runs-on: ubuntu-latest
+    outputs:
+      matrix: ${{ steps.set-matrix.outputs.matrix }}
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - name: Generating build matrix
+        id: set-matrix
+        run: |
+          # outputting for debugging purposes
+          python ./scripts/github_actions/generate_build_matrix.py --for-windows
+          MATRIX=$(python ./scripts/github_actions/generate_build_matrix.py --for-windows)
+          echo "::set-output name=matrix::${MATRIX}"
+
+  build_wheels_win64_cpu:
+    needs: generate_build_matrix
+    name: ${{ matrix.torch }} ${{ matrix.python-version }}
+    runs-on: windows-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        ${{ fromJson(needs.generate_build_matrix.outputs.matrix) }}
+
+    steps:
+      - uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: display
+        shell: bash
+        run: |
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry ls -lh
+
+      # see https://cibuildwheel.readthedocs.io/en/stable/changelog/
+      # for a list of versions
+      - name: Build wheels
+        uses: pypa/cibuildwheel@v2.11.4
+        env:
+          CIBW_BEFORE_BUILD: pip install torch==${{ matrix.torch}}+cpu -f https://download.pytorch.org/whl/torch_stable.html cmake numpy
+          CIBW_BUILD: ${{ matrix.python-version }}-win_amd64
+          CIBW_REPAIR_WHEEL_COMMAND_WINDOWS: ""
+          CIBW_BUILD_VERBOSITY: 3
+
+      - name: Display wheels
+        shell: bash
+        run: |
+
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          ls -lh ./wheelhouse/
+
+          ls -lh ./wheelhouse/*.whl
+
+      - name: Upload Wheel
+        uses: actions/upload-artifact@v2
+        with:
+          name: torch-${{ matrix.torch }}-python-${{ matrix.python-version }}-windows-latest-cpu
+          path: wheelhouse/*.whl
+
+      # https://huggingface.co/docs/hub/spaces-github-actions
+      - name: Publish to huggingface
+        if: github.repository_owner == 'csukuangfj'
+        shell: bash
+        env:
+          HF_TOKEN: ${{ secrets.HF_TOKEN }}
+        run: |
+          git config --global user.email "csukuangfj@gmail.com"
+          git config --global user.name "Fangjun Kuang"
+
+          export GIT_LFS_SKIP_SMUDGE=1
+          git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+          cur_path=$PWD
+
+          function push_to_huggingface() {
+            cd $cur_path
+            rm -rf huggingface
+            git clone https://huggingface.co/csukuangfj/kaldifeat huggingface
+            cd huggingface
+            git pull
+
+            mkdir -p windows-cpu
+            cp -v ../wheelhouse/*.whl ./windows-cpu
+            git status
+            git lfs track "*.whl"
+            git add .
+            git commit -m "upload windows-cpu wheel for torch ${{ matrix.torch }} python ${{ matrix.python-version }}"
+            git push https://csukuangfj:$HF_TOKEN@huggingface.co/csukuangfj/kaldifeat main
+
+            cd ..
+            rm -rf huggingface
+          }
+          function retry() {
+            $* || (sleep 1 && $*) || (sleep 2 && $*) || (sleep 4 && $*) || (sleep 8 && $*)
+          }
+
+          retry push_to_huggingface

doc/source/cpu.html

@@ -0,0 +1,164 @@
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-macosx_10_9_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-win_amd64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp311-cp311-win_amd64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-macosx_10_9_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-macosx_10_9_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/windows-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-win_amd64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp310-cp310-win_amd64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp39-cp39-macosx_10_9_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp39-cp39-macosx_10_9_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp311-cp311-macosx_10_9_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp311-cp311-macosx_10_9_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/macos/kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp310-cp310-macosx_10_9_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp310-cp310-macosx_10_9_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cpu/kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cpu.torch2.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
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+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.1-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.7.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>
+<a href="https://huggingface.co/csukuangfj/kaldifeat/resolve/main/ubuntu-cuda/kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl">kaldifeat-1.24.dev20230722+cuda10.2.torch1.6.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</a><br/>

doc/source/index.rst

@@ -12,5 +12,5 @@ kaldifeat
    :caption: Contents
 
    intro
-   installation
+   installation/index
    usage/index

doc/source/installation.rst

@@ -1,167 +0,0 @@
-Installation
-============
-
-    - |os_types|
-    - |python_versions|
-    - |pytorch_versions|
-    - |cuda_versions|
-
-.. caution::
-
-   `kaldifeat`_ depends on `PyTorch`_. `PyTorch`_ >= 1.5.0 is known to work.
-
-   Please first install `PyTorch`_ before you install `kaldifeat`_.
-
-.. hint::
-
-   To install a CPU version of `kaldifeat`_, please install a CPU version
-   of `PyTorch`_.
-
-   To install a CUDA version of `kaldifeat`_, please install a CUDA version
-   of `PyTorch`_. CUDA >= 10.1 is known to work.
-
-.. _from source:
-
-Install kaldifeat from source
------------------------------
-
-You have to install ``cmake`` and `PyTorch`_ first.
-
-  - ``cmake`` 3.11 is known to work. Other CMake versions may also work.
-  - `PyTorch`_ >= 1.5.0  is known to work. Other PyTorch versions may also work.
-  - Python >= 3.6
-
-
-The commands to install `kaldifeat`_ from source are:
-
-.. code-block:: bash
-
-  git clone https://github.com/csukuangfj/kaldifeat
-  cd kaldifeat
-  python3 setup.py install
-
-To test that you have installed `kaldifeat`_ successfully, please run:
-
-.. code-block:: bash
-
-  python3 -c "import kaldifeat; print(kaldifeat.__version__)"
-
-It should print the version, e.g., ``1.0``.
-
-.. _from PyPI:
-
-Install kaldifeat from PyPI
----------------------------
-
-The command to install `kaldifeat`_ from PyPI is:
-
-.. code-block:: bash
-
-  pip install --verbose kaldifeat
-
-To test that you have installed `kaldifeat`_ successfully, please run:
-
-.. code-block:: bash
-
-  python3 -c "import kaldifeat; print(kaldifeat.__version__)"
-
-It should print the version, e.g., ``1.0``.
-
-Install kaldifeat from conda (Only for Linux)
----------------------------------------------
-
-.. hint::
-
-   Installation using ``conda`` supports only Linux. For macOS and Windows,
-   please use either :ref:`from source` or :ref:`from PyPI`.
-
-The command to install `kaldifeat` using ``conda`` is
-
-.. code-block:: bash
-
-  conda install -c kaldifeat -c pytorch -c conda-forge kaldifeat python=3.8 cudatoolkit=11.1 pytorch=1.8.1
-
-You can select the supported Python version, CUDA toolkit version and `PyTorch`_ version as you wish.
-
-To install a CPU version of `kaldifeat`, use:
-
-.. code-block:: bash
-
-  conda install -c kaldifeat -c pytorch cpuonly kaldifeat python=3.8 pytorch=1.8.1
-
-.. caution::
-
-   If you encounter issues about missing GLIBC after installing `kaldifeat`_
-   with ``conda``, please consider :ref:`from source` or :ref:`from PyPI`.
-   The reason is that the package was built using Ubuntu 18.04 and your system's
-   GLIBC is older.
-
-
-.. |os_types| image:: ./images/os-green.svg
-  :alt: Supported operating systems
-
-.. |python_versions| image:: ./images/python_ge_3.6-blue.svg
-  :alt: Supported python versions
-
-.. |cuda_versions| image:: ./images/cuda_ge_10.1-orange.svg
-  :alt: Supported cuda versions
-
-.. |pytorch_versions| image:: ./images/pytorch_ge_1.5.0-green.svg
-  :alt: Supported pytorch versions
-
-To test that you have installed `kaldifeat`_ successfully, please run:
-
-.. code-block:: bash
-
-  python3 -c "import kaldifeat; print(kaldifeat.__version__)"
-
-It should print the version, e.g., ``1.0``.
-
-FAQs
-----
-
-How to install a CUDA version of kaldifeat
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-You need to first install a CUDA version of `PyTorch`_ and then install `kaldifeat`_.
-
-.. note::
-
-   You can use a CUDA version of `kaldifeat`_ on machines with no GPUs.
-
-How to install a CPU version of kaldifeat
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-You need to first install a CPU version of `PyTorch`_ and then install `kaldifeat`_.
-
-How to fix `Caffe2: Cannot find cuDNN library`
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-.. code-block::
-
-  Your installed Caffe2 version uses cuDNN but I cannot find the cuDNN
-  libraries.  Please set the proper cuDNN prefixes and / or install cuDNN.
-
-You will have such an error when you want to install a CUDA version of `kaldifeat`_
-by ``pip install kaldifeat`` or from source.
-
-You need to first install cuDNN. Assume you have installed cuDNN to the
-path ``/path/to/cudnn``. You can fix the error by using ``one`` of the following
-commands.
-
-(1) Fix for installation using ``pip install``
-
-.. code-block:: bash
-
-    export KALDIFEAT_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=Release -DCUDNN_LIBRARY_PATH=/path/to/cudnn/lib/libcudnn.so -DCUDNN_INCLUDE_PATH=/path/to/cudnn/include"
-    pip install --verbose kaldifeat
-
-(2) Fix for installation from source
-
-.. code-block:: bash
-
-    mkdir /some/path
-    git clone https://github.com/csukuangfj/kaldifeat.git
-    cd kaldifeat
-    export KALDIFEAT_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=Release -DCUDNN_LIBRARY_PATH=/path/to/cudnn/lib/libcudnn.so -DCUDNN_INCLUDE_PATH=/path/to/cudnn/include"
-    python setup.py install

doc/source/installation/faq.rst

@@ -0,0 +1,48 @@
+FAQs
+====
+
+How to install a CUDA version of kaldifeat from source
+------------------------------------------------------
+
+You need to first install a CUDA version of `PyTorch`_ and then install `kaldifeat`_.
+
+.. note::
+
+   You can use a CUDA version of `kaldifeat`_ on machines with no GPUs.
+
+How to install a CPU version of kaldifeat from source
+-----------------------------------------------------
+
+You need to first install a CPU version of `PyTorch`_ and then install `kaldifeat`_.
+
+How to fix `Caffe2: Cannot find cuDNN library`
+----------------------------------------------
+
+.. code-block::
+
+  Your installed Caffe2 version uses cuDNN but I cannot find the cuDNN
+  libraries.  Please set the proper cuDNN prefixes and / or install cuDNN.
+
+You will have such an error when you want to install a CUDA version of `kaldifeat`_
+by ``pip install kaldifeat`` or from source.
+
+You need to first install cuDNN. Assume you have installed cuDNN to the
+path ``/path/to/cudnn``. You can fix the error by using ``one`` of the following
+commands.
+
+(1) Fix for installation using ``pip install``
+
+.. code-block:: bash
+
+    export KALDIFEAT_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=Release -DCUDNN_LIBRARY_PATH=/path/to/cudnn/lib/libcudnn.so -DCUDNN_INCLUDE_PATH=/path/to/cudnn/include"
+    pip install --verbose kaldifeat
+
+(2) Fix for installation from source
+
+.. code-block:: bash
+
+    mkdir /some/path
+    git clone https://github.com/csukuangfj/kaldifeat.git
+    cd kaldifeat
+    export KALDIFEAT_CMAKE_ARGS="-DCMAKE_BUILD_TYPE=Release -DCUDNN_LIBRARY_PATH=/path/to/cudnn/lib/libcudnn.so -DCUDNN_INCLUDE_PATH=/path/to/cudnn/include"
+    python setup.py install

doc/source/installation/from_source.rst

@@ -0,0 +1,47 @@
+.. _from source:
+
+Install kaldifeat from source
+=============================
+
+You have to install ``cmake`` and `PyTorch`_ first.
+
+  - ``cmake`` 3.11 is known to work. Other CMake versions may also work.
+  - `PyTorch`_ >= 1.5.0  is known to work. Other PyTorch versions may also work.
+  - Python >= 3.6
+  - A compiler that supports C++ 14
+
+
+The commands to install `kaldifeat`_ from source are:
+
+.. code-block:: bash
+
+  git clone https://github.com/csukuangfj/kaldifeat
+  cd kaldifeat
+  python3 setup.py install
+
+To test that you have installed `kaldifeat`_ successfully, please run:
+
+.. code-block:: bash
+
+  python3 -c "import kaldifeat; print(kaldifeat.__version__)"
+
+It should print the version, e.g., ``1.0``.
+
+.. _from PyPI:
+
+Install kaldifeat from PyPI
+---------------------------
+
+The command to install `kaldifeat`_ from PyPI is:
+
+.. code-block:: bash
+
+  pip install --verbose kaldifeat
+
+To test that you have installed `kaldifeat`_ successfully, please run:
+
+.. code-block:: bash
+
+  python3 -c "import kaldifeat; print(kaldifeat.__version__)"
+
+It should print the version, e.g., ``1.0``.

doc/source/installation/from_wheels.rst

@@ -0,0 +1,7 @@
+From pre-compiled wheels (Recommended)
+=======================================
+
+You can find pre-compiled wheels at
+
+  - CPU wheels: `<https://csukuangfj.github.io/kaldifeat/cpu.html>`_
+  - CUDA wheels: `<https://csukuangfj.github.io/kaldifeat/cuda.html>`_

doc/source/installation/index.rst

@@ -0,0 +1,11 @@
+Installation
+============
+
+.. toctree::
+   :maxdepth: 2
+
+   ./from_wheels.rst
+   ./from_source.rst
+   ./faq.rst
+
+

get_version.py

@@ -0,0 +1,106 @@
+#!/usr/bin/env python3
+
+import datetime
+import os
+import platform
+import re
+import shutil
+
+import torch
+
+
+def is_macos():
+    return platform.system() == "Darwin"
+
+
+def is_windows():
+    return platform.system() == "Windows"
+
+
+def with_cuda():
+    if shutil.which("nvcc") is None:
+        return False
+
+    if is_macos():
+        return False
+
+    return True
+
+
+def get_pytorch_version():
+    # if it is 1.7.1+cuda101, then strip +cuda101
+    return torch.__version__.split("+")[0]
+
+
+def get_cuda_version():
+    from torch.utils import collect_env
+
+    running_cuda_version = collect_env.get_running_cuda_version(collect_env.run)
+    cuda_version = torch.version.cuda
+    if running_cuda_version is not None and cuda_version is not None:
+        assert cuda_version in running_cuda_version, (
+            f"PyTorch is built with CUDA version: {cuda_version}.\n"
+            f"The current running CUDA version is: {running_cuda_version}"
+        )
+    return cuda_version
+
+
+def is_for_pypi():
+    ans = os.environ.get("KALDIFEAT_IS_FOR_PYPI", None)
+    return ans is not None
+
+
+def is_stable():
+    ans = os.environ.get("KALDIFEAT_IS_STABLE", None)
+    return ans is not None
+
+
+def is_for_conda():
+    ans = os.environ.get("KALDIFEAT_IS_FOR_CONDA", None)
+    return ans is not None
+
+
+def get_package_version():
+    # Set a default CUDA version here so that `pip install kaldifeat`
+    # uses the default CUDA version.
+    #
+    default_cuda_version = "10.1"  # CUDA 10.1
+
+    if with_cuda():
+        cuda_version = get_cuda_version()
+        if is_for_pypi() and default_cuda_version == cuda_version:
+            cuda_version = ""
+            pytorch_version = ""
+            local_version = ""
+        else:
+            cuda_version = f"+cuda{cuda_version}"
+            pytorch_version = get_pytorch_version()
+            local_version = f"{cuda_version}.torch{pytorch_version}"
+    else:
+        pytorch_version = get_pytorch_version()
+        local_version = f"+cpu.torch{pytorch_version}"
+
+    if is_for_conda():
+        local_version = ""
+
+    if is_for_pypi() and is_macos():
+        local_version = ""
+
+    with open("CMakeLists.txt") as f:
+        content = f.read()
+
+    latest_version = re.search(r"set\(kaldifeat_VERSION (.*)\)", content).group(
+        1
+    )
+    latest_version = latest_version.strip('"')
+
+    if not is_stable():
+        dt = datetime.datetime.utcnow()
+        package_version = f"{latest_version}.dev{dt.year}{dt.month:02d}{dt.day:02d}{local_version}"
+    else:
+        package_version = f"{latest_version}"
+    return package_version
+
+
+if __name__ == "__main__":
+    print(get_package_version())

pyproject.toml

@@ -1,11 +0,0 @@
-[tool.isort]
-profile = "black"
-
-[tool.black]
-line-length = 80
-exclude = '''
-/(
-    \.git
-  | \.github
-)/
-'''

scripts/github_actions/build-ubuntu-cpu.sh

@@ -0,0 +1,104 @@
+#!/usr/bin/env bash
+#
+set -ex
+
+if [ -z $PYTHON_VERSION ]; then
+  echo "Please set the environment variable PYTHON_VERSION"
+  echo "Example: export PYTHON_VERSION=3.8"
+  # Valid values: 3.8, 3.9, 3.10, 3.11
+  exit 1
+fi
+
+if [ -z $TORCH_VERSION ]; then
+  echo "Please set the environment variable TORCH_VERSION"
+  echo "Example: export TORCH_VERSION=1.10.0"
+  exit 1
+fi
+
+echo "Installing ${PYTHON_VERSION}.1"
+
+yum -y install openssl-devel bzip2-devel libffi-devel xz-devel wget redhat-lsb-core
+
+
+if [[ $PYTHON_VERSION == 3.6 ]]; then
+  curl -O https://www.python.org/ftp/python/${PYTHON_VERSION}.1/Python-${PYTHON_VERSION}.1.tgz
+  tar xf Python-${PYTHON_VERSION}.1.tgz
+  pushd Python-${PYTHON_VERSION}.1
+else
+  curl -O https://www.python.org/ftp/python/${PYTHON_VERSION}.9/Python-${PYTHON_VERSION}.1.tgz
+  tar xf Python-${PYTHON_VERSION}.9.tgz
+  pushd Python-${PYTHON_VERSION}.9
+fi
+
+PYTHON_INSTALL_DIR=$PWD/py-${PYTHON_VERSION}
+
+if [[ $PYTHON_VERSION =~ 3.1. ]]; then
+  yum install -y openssl11-devel
+  sed -i 's/PKG_CONFIG openssl /PKG_CONFIG openssl11 /g' configure
+fi
+
+./configure --enable-shared --prefix=$PYTHON_INSTALL_DIR
+make install
+
+popd
+
+export PATH=$PYTHON_INSTALL_DIR/bin:$PATH
+export LD_LIBRARY_PATH=$PYTHON_INSTALL_DIR/lib:$LD_LIBRARY_PATH
+ls -lh $PYTHON_INSTALL_DIR/lib/
+
+nvcc --version || true
+rm -rf /usr/local/cuda*
+nvcc --version || true
+
+python3 --version
+which python3
+
+if [[ $PYTHON_VERSION != 3.6 ]]; then
+  curl -O https://bootstrap.pypa.io/get-pip.py
+  python3 get-pip.py
+fi
+
+python3 -m pip install scikit-build
+python3 -m pip install -U pip cmake
+python3 -m pip install wheel twine typing_extensions
+python3 -m pip install bs4 requests tqdm auditwheel
+
+echo "Installing torch"
+python3 -m pip install -qq torch==$TORCH_VERSION+cpu -f https://download.pytorch.org/whl/torch_stable.html
+
+rm -rf ~/.cache/pip
+yum clean all
+
+cd /var/www
+
+export CMAKE_CUDA_COMPILER_LAUNCHER=
+export KALDIFEAT_CMAKE_ARGS=" -DPYTHON_EXECUTABLE=$PYTHON_INSTALL_DIR/bin/python3 "
+export KALDIFEAT_MAKE_ARGS=" -j "
+
+
+python3 setup.py bdist_wheel
+
+auditwheel --verbose repair \
+  --exclude libc10.so \
+  --exclude libc10_cuda.so \
+  --exclude libcuda.so.1 \
+  --exclude libcudart.so.${CUDA_VERSION} \
+  --exclude libnvToolsExt.so.1 \
+  --exclude libnvrtc.so.${CUDA_VERSION} \
+  --exclude libtorch.so \
+  --exclude libtorch_cpu.so \
+  --exclude libtorch_cuda.so \
+  --exclude libtorch_python.so \
+  \
+  --exclude libcudnn.so.8 \
+  --exclude libcublas.so.11 \
+  --exclude libcublasLt.so.11 \
+  --exclude libcudart.so.11.0 \
+  --exclude libnvrtc.so.11.2 \
+  --exclude libtorch_cuda_cu.so \
+  --exclude libtorch_cuda_cpp.so \
+  --plat manylinux_2_17_x86_64 \
+  -w /var/www/wheelhouse \
+  dist/*.whl
+
+ls -lh  /var/www

scripts/github_actions/build-ubuntu-cuda.sh

@@ -0,0 +1,101 @@
+#!/usr/bin/env bash
+#
+set -ex
+
+if [ -z $PYTHON_VERSION ]; then
+  echo "Please set the environment variable PYTHON_VERSION"
+  echo "Example: export PYTHON_VERSION=3.8"
+  # Valid values: 3.6, 3.7, 3.8, 3.9, 3.10, 3.11
+  exit 1
+fi
+
+if [ -z $TORCH_VERSION ]; then
+  echo "Please set the environment variable TORCH_VERSION"
+  echo "Example: export TORCH_VERSION=1.10.0"
+  exit 1
+fi
+
+if [ -z $CUDA_VERSION ]; then
+  echo "Please set the environment variable CUDA_VERSION"
+  echo "Example: export CUDA_VERSION=10.2"
+  # valid values: 10.2, 11.1, 11.3, 11.6, 11.7, 11.8
+  exit 1
+fi
+
+
+yum -y install openssl-devel bzip2-devel libffi-devel xz-devel wget redhat-lsb-core
+
+
+echo "Installing ${PYTHON_VERSION}.3"
+curl -O https://www.python.org/ftp/python/${PYTHON_VERSION}.3/Python-${PYTHON_VERSION}.3.tgz
+tar xf Python-${PYTHON_VERSION}.3.tgz
+pushd Python-${PYTHON_VERSION}.3
+
+PYTHON_INSTALL_DIR=$PWD/py-${PYTHON_VERSION}
+
+if [[ $PYTHON_VERSION =~ 3.1. ]]; then
+  yum install -y openssl11-devel
+  sed -i 's/PKG_CONFIG openssl /PKG_CONFIG openssl11 /g' configure
+fi
+
+./configure --enable-shared --prefix=$PYTHON_INSTALL_DIR
+make install
+
+popd
+
+export PATH=$PYTHON_INSTALL_DIR/bin:$PATH
+export LD_LIBRARY_PATH=$PYTHON_INSTALL_DIR/lib:$LD_LIBRARY_PATH
+ls -lh $PYTHON_INSTALL_DIR/lib/
+
+python3 --version
+which python3
+
+if [[ $PYTHON_VERSION != 3.6 ]]; then
+  curl -O https://bootstrap.pypa.io/get-pip.py
+  python3 get-pip.py
+fi
+
+python3 -m pip install scikit-build
+python3 -m pip install -U pip cmake
+python3 -m pip install wheel twine typing_extensions
+python3 -m pip install bs4 requests tqdm auditwheel
+
+echo "Installing torch"
+./install_torch.sh
+
+rm -rf ~/.cache/pip
+yum clean all
+
+cd /var/www
+
+export CMAKE_CUDA_COMPILER_LAUNCHER=
+export KALDIFEAT_CMAKE_ARGS=" -DPYTHON_EXECUTABLE=$PYTHON_INSTALL_DIR/bin/python3 "
+export KALDIFEAT_MAKE_ARGS=" -j2 "
+
+
+python3 setup.py bdist_wheel
+
+auditwheel --verbose repair \
+  --exclude libc10.so \
+  --exclude libc10_cuda.so \
+  --exclude libcuda.so.1 \
+  --exclude libcudart.so.${CUDA_VERSION} \
+  --exclude libnvToolsExt.so.1 \
+  --exclude libnvrtc.so.${CUDA_VERSION} \
+  --exclude libtorch.so \
+  --exclude libtorch_cpu.so \
+  --exclude libtorch_cuda.so \
+  --exclude libtorch_python.so \
+  \
+  --exclude libcudnn.so.8 \
+  --exclude libcublas.so.11 \
+  --exclude libcublasLt.so.11 \
+  --exclude libcudart.so.11.0 \
+  --exclude libnvrtc.so.11.2 \
+  --exclude libtorch_cuda_cu.so \
+  --exclude libtorch_cuda_cpp.so \
+  --plat manylinux_2_17_x86_64 \
+  -w /var/www/wheelhouse \
+  dist/*.whl
+
+ls -lh  /var/www

scripts/github_actions/generate_build_matrix.py

@@ -21,6 +21,13 @@ def get_args():
         help="True for windows",
     )
 
+    parser.add_argument(
+        "--for-macos",
+        action="store_true",
+        default=False,
+        help="True for macOS",
+    )
+
     parser.add_argument(
         "--test-only-latest-torch",
         action="store_true",
@@ -31,7 +38,7 @@ def get_args():
     return parser.parse_args()
 
 
-def generate_build_matrix(enable_cuda, for_windows, test_only_latest_torch):
+def generate_build_matrix(enable_cuda, for_windows, for_macos, test_only_latest_torch):
     matrix = {
         # 1.5.x is removed because there are compilation errors.
         #  See
@@ -48,9 +55,7 @@ def generate_build_matrix(enable_cuda, for_windows, test_only_latest_torch):
         #  },
         "1.6.0": {
             "python-version": ["3.6", "3.7", "3.8"],
-            "cuda": ["10.1", "10.2"]
+            "cuda": ["10.1", "10.2"] if not for_windows else ["10.1.243", "10.2.89"],
-            if not for_windows
-            else ["10.1.243", "10.2.89"],
         },
         "1.7.0": {
             "python-version": ["3.6", "3.7", "3.8"],
@@ -78,15 +83,11 @@ def generate_build_matrix(enable_cuda, for_windows, test_only_latest_torch):
         },
         "1.9.0": {
             "python-version": ["3.6", "3.7", "3.8", "3.9"],
-            "cuda": ["10.2", "11.1"]
+            "cuda": ["10.2", "11.1"] if not for_windows else ["10.2.89", "11.1.1"],
-            if not for_windows
-            else ["10.2.89", "11.1.1"],
         },
         "1.9.1": {
             "python-version": ["3.6", "3.7", "3.8", "3.9"],
-            "cuda": ["10.2", "11.1"]
+            "cuda": ["10.2", "11.1"] if not for_windows else ["10.2.89", "11.1.1"],
-            if not for_windows
-            else ["10.2.89", "11.1.1"],
         },
         "1.10.0": {
             "python-version": ["3.6", "3.7", "3.8", "3.9"],
@@ -128,11 +129,30 @@ def generate_build_matrix(enable_cuda, for_windows, test_only_latest_torch):
             "python-version": ["3.7", "3.8", "3.9", "3.10", "3.11"],
             "cuda": ["11.6", "11.7"],  # default 11.7
         },
+        "1.13.1": {
+            "python-version": ["3.7", "3.8", "3.9", "3.10", "3.11"],
+            "cuda": ["11.6", "11.7"],  # default 11.7
+        },
+        "2.0.0": {
+            "python-version": ["3.8", "3.9", "3.10", "3.11"],
+            "cuda": ["11.7", "11.8"],  # default 11.7
+        },
+        "2.0.1": {
+            "python-version": ["3.8", "3.9", "3.10", "3.11"],
+            "cuda": ["11.7", "11.8"],  # default 11.7
+        },
     }
     if test_only_latest_torch:
-        latest = "1.13.0"
+        latest = "2.0.1"
         matrix = {latest: matrix[latest]}
 
+    if for_windows or for_macos:
+        if "1.13.0" in matrix:
+            matrix["1.13.0"]["python-version"].remove("3.11")
+
+        if "1.13.1" in matrix:
+            matrix["1.13.1"]["python-version"].remove("3.11")
+
     ans = []
     for torch, python_cuda in matrix.items():
         python_versions = python_cuda["python-version"]
@@ -140,10 +160,30 @@ def generate_build_matrix(enable_cuda, for_windows, test_only_latest_torch):
         if enable_cuda:
             for p in python_versions:
                 for c in cuda_versions:
-                    ans.append({"torch": torch, "python-version": p, "cuda": c})
+                    if c == "10.1":
+                        # no docker image for cuda 10.1
+                        continue
+                    ans.append(
+                        {
+                            "torch": torch,
+                            "python-version": p,
+                            "cuda": c,
+                            "image": f"pytorch/manylinux-builder:cuda{c}",
+                        }
+                    )
         else:
             for p in python_versions:
-                ans.append({"torch": torch, "python-version": p})
+                if for_windows or for_macos:
+                    p = "cp" + "".join(p.split("."))
+                    ans.append({"torch": torch, "python-version": p})
+                else:
+                    ans.append(
+                        {
+                            "torch": torch,
+                            "python-version": p,
+                            "image": f"pytorch/manylinux-builder:cuda10.2",
+                        }
+                    )
 
     print(json.dumps({"include": ans}))
 
@@ -153,6 +193,7 @@ def main():
     generate_build_matrix(
         enable_cuda=args.enable_cuda,
         for_windows=args.for_windows,
+        for_macos=args.for_macos,
         test_only_latest_torch=args.test_only_latest_torch,
     )
 

scripts/github_actions/install_torch.sh

@@ -14,6 +14,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
+torch=$TORCH_VERSION
+cuda=$CUDA_VERSION
 case ${torch} in
   1.5.*)
     case ${cuda} in
@@ -155,6 +157,18 @@ case ${torch} in
         ;;
     esac
     ;;
+  2.0.*)
+    case ${cuda} in
+      11.7)
+        package="torch==${torch}+cu117"
+        url=https://download.pytorch.org/whl/torch_stable.html
+        ;;
+      11.8)
+        package="torch==${torch}+cu118"
+        url=https://download.pytorch.org/whl/torch_stable.html
+        ;;
+    esac
+    ;;
   *)
     echo "Unsupported PyTorch version: ${torch}"
     exit 1
@@ -170,3 +184,5 @@ if [ x"${url}" == "x" ]; then
 else
   retry python3 -m pip install -q $package -f $url
 fi
+
+rm -rfv ~/.cache/pip

setup.py

@@ -7,6 +7,9 @@ import re
 import setuptools
 
 from cmake.cmake_extension import BuildExtension, bdist_wheel, cmake_extension
+import get_version
+
+get_package_version = get_version.get_package_version
 
 
 def read_long_description():
@@ -15,15 +18,6 @@ def read_long_description():
     return readme
 
 
-def get_package_version():
-    with open("CMakeLists.txt") as f:
-        content = f.read()
-
-    match = re.search(r"set\(kaldifeat_VERSION (.*)\)", content)
-    latest_version = match.group(1).strip('"')
-    return latest_version
-
-
 package_name = "kaldifeat"
 
 with open("kaldifeat/python/kaldifeat/__init__.py", "a") as f: