diff --git a/pkgs/top-level/all-packages.nix b/pkgs/top-level/all-packages.nix
index 55aa3e59f0a3..8d3f900b5a67 100644
--- a/pkgs/top-level/all-packages.nix
+++ b/pkgs/top-level/all-packages.nix
@@ -1093,15 +1093,17 @@ in
 
   tensor = libsForQt5.callPackage ../applications/networking/instant-messengers/tensor { };
 
+  libtensorflow-bin = callPackage ../development/libraries/science/math/tensorflow/bin.nix {
+    cudaSupport = pkgs.config.cudaSupport or false;
+    inherit (linuxPackages) nvidia_x11;
+    cudatoolkit = cudatoolkit_10_0;
+    cudnn = cudnn_cudatoolkit_10_0;
+  };
+
   libtensorflow =
     if python.pkgs.tensorflow ? libtensorflow
     then python.pkgs.tensorflow.libtensorflow
-    else callPackage ../development/libraries/science/math/tensorflow/bin.nix {
-      cudaSupport = pkgs.config.cudaSupport or false;
-      inherit (linuxPackages) nvidia_x11;
-      cudatoolkit = cudatoolkit_10_0;
-      cudnn = cudnn_cudatoolkit_10_0;
-    };
+    else libtensorflow-bin;
 
   behdad-fonts = callPackage ../data/fonts/behdad-fonts { };
 
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 429d26db0f16..68718fe9f6bc 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -5700,21 +5700,22 @@ in {
 
   tensorflow-tensorboard = callPackage ../development/python-modules/tensorflow-tensorboard { };
 
-  tensorflow =
-    if stdenv.isDarwin
-    then callPackage ../development/python-modules/tensorflow/bin.nix {
-      cudaSupport = pkgs.config.cudaSupport or false;
-      inherit (pkgs.linuxPackages) nvidia_x11;
-      cudatoolkit = pkgs.cudatoolkit_10;
-      cudnn = pkgs.cudnn_cudatoolkit_10;
-    }
-    else callPackage ../development/python-modules/tensorflow rec {
-      cudaSupport = pkgs.config.cudaSupport or false;
-      inherit (pkgs.linuxPackages) nvidia_x11;
-      cudatoolkit = pkgs.cudatoolkit_10;
-      cudnn = pkgs.cudnn_cudatoolkit_10;
-      nccl = pkgs.nccl_cudatoolkit_10;
-    };
+  tensorflow-bin = callPackage ../development/python-modules/tensorflow/bin.nix {
+    cudaSupport = pkgs.config.cudaSupport or false;
+    inherit (pkgs.linuxPackages) nvidia_x11;
+    cudatoolkit = pkgs.cudatoolkit_10;
+    cudnn = pkgs.cudnn_cudatoolkit_10;
+  };
+
+  tensorflow-build = callPackage ../development/python-modules/tensorflow {
+    cudaSupport = pkgs.config.cudaSupport or false;
+    inherit (pkgs.linuxPackages) nvidia_x11;
+    cudatoolkit = pkgs.cudatoolkit_10;
+    cudnn = pkgs.cudnn_cudatoolkit_10;
+    nccl = pkgs.nccl_cudatoolkit_10;
+  };
+
+  tensorflow = if stdenv.isDarwin then self.tensorflow-bin else self.tensorflow-build;
 
   tensorflowWithoutCuda = self.tensorflow.override {
     cudaSupport = false;