diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 28056d3f05..c16cb73955 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -32,7 +32,7 @@ jobs:
     strategy:
       matrix:
         python-version: [3.7]
-        torch: [1.3.0, 1.5.0, 1.6.0, 1.7.0]
+        torch: [1.3.0, 1.5.0, 1.6.0, 1.7.0, 1.8.0, 1.9.0]
         include:
           - torch: 1.3.0
             torchvision: 0.4.1
@@ -42,6 +42,10 @@ jobs:
             torchvision: 0.7.0
           - torch: 1.7.0
             torchvision: 0.8.1
+          - torch: 1.8.0
+            torchvision: 0.9.0
+          - torch: 1.9.0
+            torchvision: 0.10.0
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
@@ -67,7 +71,7 @@ jobs:
           coverage xml
           coverage report -m
 
-  build_cuda:
+  build_cuda101:
     runs-on: ubuntu-latest
 
     env:
@@ -77,7 +81,7 @@ jobs:
     strategy:
       matrix:
         python-version: [3.7]
-        torch: [1.3.0, 1.5.0, 1.6.0, 1.7.0]
+        torch: [1.3.0, 1.5.0, 1.6.0, 1.7.0, 1.8.0]
         include:
           - torch: 1.3.0
             torchvision: 0.4.1
@@ -93,6 +97,8 @@ jobs:
           - torch: 1.7.0
             torchvision: 0.8.1
             python-version: 3.8
+          - torch: 1.8.0
+            torchvision: 0.9.0
 
     steps:
       - uses: actions/checkout@v2
@@ -148,3 +154,68 @@ jobs:
           env_vars: OS,PYTHON
           name: codecov-umbrella
           fail_ci_if_error: false
+
+
+  build_cuda102:
+    runs-on: ubuntu-latest
+
+    env:
+      CUDA: 10.2.89-1
+      CUDA_SHORT: 10.2
+      UBUNTU_VERSION: ubuntu1804
+    strategy:
+      matrix:
+        python-version: [3.7]
+        torch: [1.9.0]
+        include:
+          - torch: 1.9.0
+            torchvision: 0.10.0
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Upgrade pip
+        run: pip install pip --upgrade
+      - name: Install CUDA
+        run: |
+          export INSTALLER=cuda-repo-${UBUNTU_VERSION}_${CUDA}_amd64.deb
+          wget http://developer.download.nvidia.com/compute/cuda/repos/${UBUNTU_VERSION}/x86_64/${INSTALLER}
+          sudo dpkg -i ${INSTALLER}
+          wget https://developer.download.nvidia.com/compute/cuda/repos/${UBUNTU_VERSION}/x86_64/7fa2af80.pub
+          sudo apt-key add 7fa2af80.pub
+          sudo apt update -qq
+          sudo apt install -y cuda-${CUDA_SHORT/./-} cuda-cufft-dev-${CUDA_SHORT/./-}
+          sudo apt clean
+          export CUDA_HOME=/usr/local/cuda-${CUDA_SHORT}
+          export LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${CUDA_HOME}/include:${LD_LIBRARY_PATH}
+          export PATH=${CUDA_HOME}/bin:${PATH}
+      - name: Install Pillow
+        run: pip install Pillow==6.2.2
+        if: ${{matrix.torchvision < 0.5}}
+      - name: Install PyTorch
+        run: pip install torch==${{matrix.torch}}+cu102 torchvision==${{matrix.torchvision}}+cu102 -f https://download.pytorch.org/whl/torch_stable.html
+      - name: Install MMCV
+        run: pip install mmcv-full==1.3.0 -f https://download.openmmlab.com/mmcv/dist/cu101/torch${{matrix.torch}}/index.html
+      - name: Install other dependencies
+        run: pip install -r requirements.txt
+      - name: Build and install
+        run: |
+          rm -rf .eggs
+          python setup.py check -m -s
+          TORCH_CUDA_ARCH_LIST=7.0 pip install .
+      - name: Run unittests and generate coverage report
+        run: |
+          coverage run --branch --source mmedit -m pytest tests/
+          coverage xml
+          coverage report -m
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v1.0.10
+        with:
+          file: ./coverage.xml
+          flags: unittests
+          env_vars: OS,PYTHON
+          name: codecov-umbrella
+          fail_ci_if_error: false