diff --git a/.github/workflows/auto-build.yml b/.github/workflows/auto-build.yml
index e6a64c70..fc4e99a4 100644
--- a/.github/workflows/auto-build.yml
+++ b/.github/workflows/auto-build.yml
@@ -29,10 +29,18 @@ jobs:
       - name: Checkout codes
         uses: actions/checkout@v2
         with:
-          lfs: true
           submodules: recursive
-      - name: Checkout LFS
-        run: git lfs checkout
+      - name: Checkout LFS file list
+        run: git lfs ls-files --long | cut -d ' ' -f1 | sort > .lfs-assets-id
+      - name: LFS Cache
+        uses: actions/cache@v3
+        with:
+          path: .git/lfs/objects
+          key: ${{ runner.os }}-lfs-${{ hashFiles('.lfs-assets-id') }}
+          restore-keys: |
+            ${{ runner.os }}-lfs-
+      - name: Git LFS Pull
+        run: git lfs pull
       - name: Use Node.js ${{ matrix.node-version }}
         uses: actions/setup-node@v2
         with:
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e82d2426..358394d7 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -32,10 +32,18 @@ jobs:
       - name: Checkout codes
         uses: actions/checkout@v2
         with:
-          lfs: true
           submodules: recursive
-      - name: Checkout LFS
-        run: git lfs checkout
+      - name: Checkout LFS file list
+        run: git lfs ls-files --long | cut -d ' ' -f1 | sort > .lfs-assets-id
+      - name: LFS Cache
+        uses: actions/cache@v3
+        with:
+          path: .git/lfs/objects
+          key: ${{ runner.os }}-lfs-${{ hashFiles('.lfs-assets-id') }}
+          restore-keys: |
+            ${{ runner.os }}-lfs-
+      - name: Git LFS Pull
+        run: git lfs pull
       - name: Use Node.js ${{ matrix.node-version }}
         uses: actions/setup-node@v2
         with: