diff --git a/taskcluster/.build.yml b/taskcluster/.build.yml
index 61fadf17..416faec2 100644
--- a/taskcluster/.build.yml
+++ b/taskcluster/.build.yml
@@ -25,7 +25,7 @@ build:
   nc_asset_name: 'native_client.tar.xz'
   args:
     tests_cmdline: ''
-  tensorflow_git_desc: 'TensorFlow: v2.2.0-17-g0854bb5'
+  tensorflow_git_desc: 'TensorFlow: v2.2.0-24-g1c1b2b9'
   test_model_task: ''
   homebrew:
     url: ''
diff --git a/taskcluster/.shared.yml b/taskcluster/.shared.yml
index c126fa90..87d8d7a6 100644
--- a/taskcluster/.shared.yml
+++ b/taskcluster/.shared.yml
@@ -140,38 +140,38 @@ system:
       namespace: "project.deepspeech.swig.win.amd64.b5fea54d39832d1d132d7dd921b69c0c2c9d5118"
   tensorflow:
     linux_amd64_cpu:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.cpu/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.cpu"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.cpu/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.cpu"
     linux_amd64_cuda:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.cuda/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.cuda"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.cuda/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.cuda"
     linux_armv7:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.arm/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.arm"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.arm/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.arm"
     linux_arm64:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.arm64/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.arm64"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.arm64/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.arm64"
     darwin_amd64:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.osx/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.osx"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.osx/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.osx"
     android_arm64:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.android-arm64/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.android-arm64"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.android-arm64/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.android-arm64"
     android_armv7:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.android-armv7/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.android-armv7"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.android-armv7/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.android-armv7"
     win_amd64_cpu:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.518c1d04bf55d362bb11e973b8f5d0aa3e5bf44d.2.win/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.518c1d04bf55d362bb11e973b8f5d0aa3e5bf44d.2.win"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.win/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.win"
     win_amd64_cuda:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.518c1d04bf55d362bb11e973b8f5d0aa3e5bf44d.2.win-cuda/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.518c1d04bf55d362bb11e973b8f5d0aa3e5bf44d.2.win-cuda"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.win-cuda/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.win-cuda"
     ios_arm64:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.ios_arm64/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.ios_arm64"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.ios_arm64/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.ios_arm64"
     ios_x86_64:
-      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.ios_x86_64/artifacts/public/home.tar.xz"
-      namespace: "project.deepspeech.tensorflow.pip.r2.2.0854bb5188a3150a4d75a1c71ee610b0d45cfcb1.3.ios_x86_64"
+      url: "https://community-tc.services.mozilla.com/api/index/v1/task/project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.ios_x86_64/artifacts/public/home.tar.xz"
+      namespace: "project.deepspeech.tensorflow.pip.r2.2.1c1b2b9dd9ce767796a8414efbf65da1b67d1622.0.ios_x86_64"
   username: 'build-user'
   homedir:
     linux: '/home/build-user'
diff --git a/tensorflow b/tensorflow
index 0854bb51..1c1b2b9d 160000
--- a/tensorflow
+++ b/tensorflow
@@ -1 +1 @@
-Subproject commit 0854bb5188a3150a4d75a1c71ee610b0d45cfcb1
+Subproject commit 1c1b2b9dd9ce767796a8414efbf65da1b67d1622