TF 2.21: Update documentation for wheel locations and toolchain changes

PiperOrigin-RevId: 882108732

Author: tensorflower-gardener

site/en/install/pip.md

@@ -526,78 +526,65 @@ The following NVIDIA® software are only required for GPU support.
 A few installation mechanisms require the URL of the TensorFlow Python package.
 The value you specify depends on your Python version.
 
+## Python version support
+
+WARNING: As of TensorFlow 2.21, Python 3.9 is no longer supported. Please use a supported Python version (e.g., 3.10-3.13).
+
 <table>
   <tr><th>Version</th><th>URL</th></tr>
   <tr class="alt"><td colspan="2">Linux x86</td></tr>
-  <tr>
-    <td>Python 3.9 GPU&nbsp;support</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
-  </tr>
-  <tr>
-    <td>Python 3.9 CPU-only</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
-  </tr>
   <tr>
     <td>Python 3.10 GPU&nbsp;support</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp310-cp310-manylinux_2_27_x86_64.whl</td>
   </tr>
   <tr>
     <td>Python 3.10 CPU-only</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow_cpu-2.21.0-cp310-cp310-manylinux_2_27_x86_64.whl</td>
   </tr>
   <tr>
     <td>Python 3.11 GPU&nbsp;support</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp311-cp311-manylinux_2_27_x86_64.whl</td>
   </tr>
   <tr>
     <td>Python 3.11 CPU-only</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow_cpu-2.21.0-cp311-cp311-manylinux_2_27_x86_64.whl</td>
   </tr>
   <tr>
     <td>Python 3.12 GPU&nbsp;support</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp312-cp312-manylinux_2_27_x86_64.whl</td> 
   </tr>
   <tr>
     <td>Python 3.12 CPU-only</td>
     <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
   </tr>
   <tr>
     <td>Python 3.13 GPU&nbsp;support</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp313-cp313-manylinux_2_27_x86_64.whl</td> 
   </tr>
   <tr>
     <td>Python 3.13 CPU-only</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow_cpu-2.21.0-cp313-cp313-manylinux_2_27_x86_64.whl</td> 
   </tr>
-
   <tr class="alt"><td colspan="2">Linux Arm64 (CPU-only)</td></tr>
-  <tr>
-    <td>Python 3.9</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl</td>
-  </tr>
   <tr>
     <td>Python 3.10</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp310-cp310-manylinux_2_27_aarch64.whl</td>
   </tr>
   <tr>
     <td>Python 3.11</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp311-cp311-manylinux_2_27_aarch64.whl</td>
   </tr>
   <tr>
     <td>Python 3.12</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp312-cp312-manylinux_2_27_aarch64.whl</td>
   </tr>
   <tr>
     <td>Python 3.13</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp313-cp313-manylinux_2_27_aarch64.whl</td>
   </tr>
 
   <tr class="alt"><td colspan="2">macOS x86 (CPU-only)</td></tr>
   <tr class="alt"><td colspan="2"><b>Caution</b>: TensorFlow 2.16 was the <b>last</b> TensorFlow release that supported macOS x86</td></tr>
-  <tr>
-    <td>Python 3.9</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.16.2/tensorflow-2.16.2-cp39-cp39-macosx_10_15_x86_64.whl</td>
-  </tr>
    <tr>
     <td>Python 3.10</td>
     <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.16.2/tensorflow-2.16.2-cp310-cp310-macosx_10_15_x86_64.whl</td>
@@ -612,47 +599,39 @@ The value you specify depends on your Python version.
   </tr>
 
   <tr class="alt"><td colspan="2">macOS Arm64 (CPU-only)</td></tr>
-  <tr>
-    <td>Python 3.9</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp39-cp39-macosx_12_0_arm64.whl</td>
-  </tr>
   <tr>
     <td>Python 3.10</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp310-cp310-macosx_12_0_arm64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp310-cp310-macosx_12_0_arm64.whl</td>
   </tr>
   <tr>
     <td>Python 3.11</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp311-cp311-macosx_12_0_arm64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp311-cp311-macosx_12_0_arm64.whl</td>
   </tr>
   <tr>
     <td>Python 3.12</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp312-cp312-macosx_12_0_arm64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp312-cp312-macosx_12_0_arm64.whl</td>
   </tr>
   <tr>
     <td>Python 3.13</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow-2.20.0-cp313-cp313-macosx_12_0_arm64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp313-cp313-macosx_12_0_arm64.whl</td>
   </tr>
 
   <tr class="alt"><td colspan="2">Windows (CPU-only)</td></tr>
-  <tr>
-    <td>Python 3.9</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp39-cp39-win_amd64.whl</td>
-  </tr>
   <tr>
     <td>Python 3.10</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp310-cp310-win_amd64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp310-cp310-win_amd64.whl</td>
   </tr>
   <tr>
     <td>Python 3.11</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp311-cp311-win_amd64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp311-cp311-win_amd64.whl</td>
   </tr>
   <tr>
     <td>Python 3.12</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp312-cp312-win_amd64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp312-cp312-win_amd64.whl</td>
   </tr>
   <tr>
     <td>Python 3.13</td>
-    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/2.20.0/tensorflow_cpu-2.20.0-cp313-cp313-win_amd64.whl</td>
+    <td class="devsite-click-to-copy">https://storage.googleapis.com/tensorflow/versions/%222.21.0%22/tensorflow-2.21.0-cp313-cp313-win_amd64.whl</td>
   </tr>
 
 </table>

site/en/install/source.md

@@ -439,6 +439,7 @@ Success: TensorFlow is now installed.
 
 <table>
 <tr><th>Version</th><th>Python version</th><th>Compiler</th><th>Build tools</th></tr>
+<tr><td>tensorflow-2.21.0</td><td>3.10-3.13</td><td>Clang 18.1.8</td><td>Bazel 7.4.1</td></tr>
 <tr><td>tensorflow-2.20.0</td><td>3.9-3.13</td><td>Clang 18.1.8</td><td>Bazel 7.4.1</td></tr>
 <tr><td>tensorflow-2.19.0</td><td>3.9-3.12</td><td>Clang 18.1.8</td><td>Bazel 6.5.0</td></tr>
 <tr><td>tensorflow-2.18.0</td><td>3.9-3.12</td><td>Clang 17.0.6</td><td>Bazel 6.5.0</td></tr>
@@ -482,6 +483,7 @@ Success: TensorFlow is now installed.
 
 <table>
 <tr><th>Version</th><th>Python version</th><th>Compiler</th><th>Build tools</th><th>cuDNN</th><th>CUDA</th></tr>
+<tr><td>tensorflow-2.21.0</td><td>3.10-3.13</td><td>Clang 18.1.8</td><td>Bazel 7.4.1</td><td>9.3</td><td>12.5</td></tr>
 <tr><td>tensorflow-2.20.0</td><td>3.9-3.13</td><td>Clang 18.1.8</td><td>Bazel 7.4.1</td><td>9.3</td><td>12.5</td></tr>
 <tr><td>tensorflow-2.19.0</td><td>3.9-3.12</td><td>Clang 18.1.8</td><td>Bazel 6.5.0</td><td>9.3</td><td>12.5</td></tr>
 <tr><td>tensorflow-2.18.0</td><td>3.9-3.12</td><td>Clang 17.0.6</td><td>Bazel 6.5.0</td><td>9.3</td><td>12.5</td></tr>

site/en/install/source_windows.md

@@ -341,6 +341,7 @@ Note: Starting in TF 2.11, CUDA build is not supported for Windows. For using Te
 
 <table>
 <tr><th>Version</th><th>Python version</th><th>Compiler</th><th>Build tools</th></tr>
+<tr><td>tensorflow-2.21.0</td><td>3.10-3.13</td><td>CLANG 18.1.4</td><td>Bazel 7.4.1</td></tr>
 <tr><td>tensorflow-2.20.0</td><td>3.9-3.13</td><td>CLANG 18.1.4</td><td>Bazel 7.4.1</td></tr>
 <tr><td>tensorflow-2.19.0</td><td>3.9-3.12</td><td>CLANG 18.1.4</td><td>Bazel 6.5.0</td></tr>
 <tr><td>tensorflow-2.18.0</td><td>3.9-3.12</td><td>CLANG 17.0.6</td><td>Bazel 6.5.0</td></tr>

site/en/r1/tutorials/sequences/recurrent_quickdraw.md

@@ -82,7 +82,7 @@ Then use the following command to check that your gsutil installation works and
 that you can access the data bucket:
 
 ```shell
-gcloud storage ls --recursive "gs://quickdraw_dataset/full/simplified/*"
+gsutil ls -r "gs://quickdraw_dataset/full/simplified/*"
 ```
 
 which will output a long list of files like the following:
@@ -100,7 +100,7 @@ Then create a folder and download the dataset there.
 ```shell
 mkdir rnn_tutorial_data
 cd rnn_tutorial_data
-gcloud storage cp "gs://quickdraw_dataset/full/simplified/*" .
+gsutil -m cp "gs://quickdraw_dataset/full/simplified/*" .
 ```
 
 This download will take a while and download a bit more than 23GB of data.