diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 0161ada03..9dbf383e3 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -27,14 +27,17 @@ jobs:
     strategy:
       matrix:
         python-version: [3.7]
-        torch: [1.3.0, 1.5.0, 1.6.0]
+        torch: [1.3.1, 1.5.1, 1.7.1]
         include:
-          - torch: 1.3.0
-            torchvision: 0.4.1
-          - torch: 1.5.0
-            torchvision: 0.6.0
-          - torch: 1.6.0
-            torchvision: 0.7.0
+          - torch: 1.3.1
+            torchvision: 0.4.2
+            mmcv: "latest+torch1.3.0+cpu"
+          - torch: 1.5.1
+            torchvision: 0.6.1
+            mmcv: "latest+torch1.5.0+cpu"
+          - torch: 1.7.1
+            torchvision: 0.8.2
+            mmcv: "latest+torch1.7.0+cpu"
     steps:
       - uses: actions/checkout@v2
       - name: Set up Python ${{ matrix.python-version }}
@@ -48,8 +51,8 @@ jobs:
         run: pip install torch==${{matrix.torch}}+cpu torchvision==${{matrix.torchvision}}+cpu -f https://download.pytorch.org/whl/torch_stable.html
       - name: Install mmtrack dependencies
         run: |
-          pip install mmcv-full==latest+torch${{matrix.torch}}+cpu -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html --use-deprecated=legacy-resolver
-          pip install git+https://github.com/open-mmlab/mmdetection.git
+          pip install mmcv-full==${{matrix.mmcv}} -f https://download.openmmlab.com/mmcv/dist/index.html --use-deprecated=legacy-resolver
+          pip install mmdet
           pip install -r requirements.txt
       - name: Build and install
         run: rm -rf .eggs && pip install -e .
@@ -69,7 +72,7 @@ jobs:
     strategy:
       matrix:
         python-version: [3.7]
-        torch: [1.3.1, 1.5.1+cu101, 1.6.0+cu101]
+        torch: [1.3.1, 1.5.1+cu101, 1.7.1+cu101]
         include:
           - torch: 1.3.1
             torchvision: 0.4.2
@@ -77,15 +80,15 @@ jobs:
           - torch: 1.5.1+cu101
             torchvision: 0.6.1+cu101
             mmcv: "latest+torch1.5.0+cu101"
-          - torch: 1.6.0+cu101
-            torchvision: 0.7.0+cu101
+          - torch: 1.7.1+cu101
+            torchvision: 0.8.2+cu101
             mmcv: "latest+torch1.6.0+cu101"
-          - torch: 1.6.0+cu101
-            torchvision: 0.7.0+cu101
+          - torch: 1.7.1+cu101
+            torchvision: 0.8.2+cu101
             mmcv: "latest+torch1.6.0+cu101"
             python-version: 3.6
-          - torch: 1.6.0+cu101
-            torchvision: 0.7.0+cu101
+          - torch: 1.7.1+cu101
+            torchvision: 0.8.2+cu101
             mmcv: "latest+torch1.6.0+cu101"
             python-version: 3.8
 
@@ -115,8 +118,8 @@ jobs:
         run: pip install torch==${{matrix.torch}} torchvision==${{matrix.torchvision}} -f https://download.pytorch.org/whl/torch_stable.html
       - name: Install mmtrack dependencies
         run: |
-          pip install mmcv-full==${{matrix.mmcv}} -f https://openmmlab.oss-accelerate.aliyuncs.com/mmcv/dist/index.html --use-deprecated=legacy-resolver
-          pip install git+https://github.com/open-mmlab/mmdetection.git
+          pip install mmcv-full==${{matrix.mmcv}} -f https://download.openmmlab.com/mmcv/dist/index.html --use-deprecated=legacy-resolver
+          pip install mmdet
           pip install -r requirements.txt
       - name: Build and install
         run: |