Merge branch 'master' into fix-optimizer

.devcontainer/Dockerfile

@@ -1,34 +1,2 @@
 ARG IMAGE_TYPE=latest-cpu
 FROM tfaddons/dev_container:$IMAGE_TYPE
-
-ARG USERNAME=vscode
-ARG USER_UID=1000
-ARG USER_GID=$USER_UID
-
-# Options for common package install script - SHA updated on release
-ARG INSTALL_ZSH="false"
-ARG UPGRADE_PACKAGES="false"
-ARG COMMON_SCRIPT_SOURCE="https://raw.githubusercontent.com/microsoft/vscode-dev-containers/master/script-library/common-debian.sh"
-ARG COMMON_SCRIPT_SHA="dev-mode"
-
-# Configure apt and install packages
-RUN apt-get update \
-    && export DEBIAN_FRONTEND=noninteractive \
-    #
-    # Verify git, common tools / libs installed, add/modify non-root user, optionally install zsh
-    && apt-get -y install --no-install-recommends curl ca-certificates 2>&1 \
-    && curl -sSL  ${COMMON_SCRIPT_SOURCE} -o /tmp/common-setup.sh \
-    && ([ "${COMMON_SCRIPT_SHA}" = "dev-mode" ] || (echo "${COMMON_SCRIPT_SHA} */tmp/common-setup.sh" | sha256sum -c -)) \
-    && /bin/bash /tmp/common-setup.sh "${INSTALL_ZSH}" "${USERNAME}" "${USER_UID}" "${USER_GID}" "${UPGRADE_PACKAGES}" \
-    && rm /tmp/common-setup.sh \
-    #
-    # *********************************************************************
-    # * Uncomment this section to use RUN to install other dependencies.  *
-    # * See https://aka.ms/vscode-remote/containers/dockerfile-run        *
-    # *********************************************************************
-    # && apt-get -y install --no-install-recommends <your-package-list-here>
-    #
-    # Clean up
-    && apt-get autoremove -y \
-    && apt-get clean -y \
-    && rm -rf /var/lib/apt/lists/*

.devcontainer/devcontainer.json

@@ -55,5 +55,5 @@
 		"seccomp=unconfined" ],
 
 	// Uncomment to connect as a non-root user. See https://aka.ms/vscode-remote/pytest ./tensorflow_addons/layerscontainers/non-root.
-	"remoteUser": "vscode"
+	//"remoteUser": "vscode"
 }

.github/workflows/make_wheel_Windows_x86.sh

@@ -1,6 +1,7 @@
 set -e -x
 
 export TF_NEED_CUDA=0
+export PYTHON_BIN_PATH=$(which python)
 export BAZEL_VC="C:/Program Files (x86)/Microsoft Visual Studio/2019/Enterprise/VC/"
 
 # Install Deps

.github/workflows/release.yml

@@ -42,19 +42,19 @@ jobs:
         # https://github.com/bazelbuild/bazel/issues/14232#issuecomment-1011247429
         os: ['macos-10.15', 'windows-2019', 'ubuntu-18.04']
         py-version: ['3.7', '3.8', '3.9', '3.10']
-        tf-version: ['2.6.3', '2.8.0']
+        tf-version: ['2.7.2', '2.8.1', '2.9.0']
         cpu: ['x86']
         exclude:
           - py-version: '3.10'
-            tf-version: '2.6.3'
+            tf-version: '2.7.2'
         include:
           - os: 'macos-11'
             cpu: 'arm64'
-            tf-version: '2.8.0'
+            tf-version: '2.9.0'
             py-version: '3.8'
           - os: 'macos-11'
             cpu: 'arm64'
-            tf-version: '2.8.0'
+            tf-version: '2.9.0'
             py-version: '3.9'
       fail-fast: false
     steps:
@@ -76,8 +76,7 @@ jobs:
         name: Setup Bazel
         # Ubuntu bazel is run inside of the docker image
         run: bash tools/install_deps/install_bazelisk.sh ./
-      - if: matrix.py-version != '3.9' || matrix.tf-version != '2.4.2'
-        name: Build wheels
+      - name: Build wheels
         env:
           OS: ${{ runner.os }}
           PY_VERSION: ${{ matrix.py-version }}
@@ -86,8 +85,7 @@ jobs:
           CPU: ${{ matrix.cpu }}
         shell: bash
         run: bash .github/workflows/make_wheel_${OS}_${CPU}.sh
-      - if: matrix.py-version != '3.9' || matrix.tf-version != '2.4.2'
-        uses: actions/upload-artifact@v1
+      - uses: actions/upload-artifact@v1
         with:
           name: ${{ runner.os }}-${{ matrix.py-version }}-tf${{ matrix.tf-version }}-${{ matrix.cpu }}-wheel
           path: wheelhouse
@@ -99,16 +97,16 @@ jobs:
       matrix:
         os: ['macOS', 'Windows', 'Linux']
         py-version: ['3.7', '3.8', '3.9', '3.10']
-        tf-version: ['2.8.0']
+        tf-version: ['2.9.0']
         cpu: ['x86']
         include:
           - os: 'macOS'
             cpu: 'arm64'
-            tf-version: '2.8.0'
+            tf-version: '2.9.0'
             py-version: '3.8'
           - os: 'macOS'
             cpu: 'arm64'
-            tf-version: '2.8.0'
+            tf-version: '2.9.0'
             py-version: '3.9'
       fail-fast: false
     if: (github.event_name == 'push' && github.ref == 'refs/heads/master') || github.event_name == 'release'

CONTRIBUTING.md

@@ -174,7 +174,7 @@ Just run from the root:
 
 ```bash
 pip install tensorflow==2.8
-# you can use "pip install tensorflow-cpu==2.8.0" too if you're not testing on gpu.
+# you can use "pip install tensorflow-cpu==2.9.0" too if you're not testing on gpu.
 pip install -e ./
 ```
 
@@ -262,7 +262,7 @@ If you need a custom C++/Cuda op for your test, compile your ops with
 
 ```bash
 python configure.py
-pip install tensorflow==2.8 -e ./ -r tools/install_deps/pytest.txt
+pip install tensorflow==2.9 -e ./ -r tools/install_deps/pytest.txt
 bash tools/install_so_files.sh  # Linux/macos/WSL2
 sh tools/install_so_files.sh    # PowerShell
 ```
@@ -290,7 +290,7 @@ docker run --gpus all --rm -it -v ${PWD}:/addons -w /addons gcr.io/tensorflow-te
 
 Configure:
 ```bash
-python3 -m pip install tensorflow==2.8
+python3 -m pip install tensorflow==2.9
 python3 ./configure.py  # Links project with TensorFlow dependency
 ```
 
@@ -329,7 +329,7 @@ quickly, as Bazel has great support for caching and distributed testing.
 To test with Bazel:
 
 ```bash
-python3 -m pip install tensorflow==2.8
+python3 -m pip install tensorflow==2.9
 python3 configure.py
 python3 -m pip install -r tools/install_deps/pytest.txt
 bazel test -c opt -k \

README.md

@@ -80,7 +80,8 @@ what it was tested against.
 #### Python Op Compatibility Matrix
 | TensorFlow Addons | TensorFlow | Python  |
 |:----------------------- |:---|:---------- |
-| tfa-nightly | 2.6, 2.7, 2.8 | 3.7, 3.8, 3.9, 3.10 | 
+| tfa-nightly | 2.7, 2.8, 2.9 | 3.7, 3.8, 3.9, 3.10 | 
+| tensorflow-addons-0.17.0 | 2.7, 2.8, 2.9 |3.7, 3.8, 3.9, 3.10 |
 | tensorflow-addons-0.16.1 | 2.6, 2.7, 2.8 |3.7, 3.8, 3.9, 3.10 |
 | tensorflow-addons-0.15.0 | 2.5, 2.6, 2.7 |3.7, 3.8, 3.9 |
 | tensorflow-addons-0.14.0 | 2.4, 2.5, 2.6 |3.6, 3.7, 3.8, 3.9 |
@@ -111,7 +112,8 @@ is compiled differently. A typical example of this would be `conda`-installed Te
 #### C++ Custom Op Compatibility Matrix
 | TensorFlow Addons | TensorFlow | Compiler  | cuDNN | CUDA | 
 |:----------------------- |:---- |:---------|:---------|:---------|
-| tfa-nightly | 2.8 | GCC 7.3.1 | 8.1 | 11.2 |
+| tfa-nightly | 2.9 | GCC 7.3.1 | 8.1 | 11.2 |
+| tensorflow-addons-0.17.0 | 2.9  | GCC 7.3.1 | 8.1 | 11.2 |
 | tensorflow-addons-0.16.1 | 2.8  | GCC 7.3.1 | 8.1 | 11.2 |
 | tensorflow-addons-0.15.0 | 2.7  | GCC 7.3.1 | 8.1 | 11.2 |
 | tensorflow-addons-0.14.0 | 2.6  | GCC 7.3.1 | 8.1 | 11.2 |

WORKSPACE

@@ -18,3 +18,28 @@ tf_configure(
 )
 
 cuda_configure(name = "local_config_cuda")
+
+http_archive(
+    name = "org_tensorflow",
+    sha256 = "8087cb0c529f04a4bfe480e49925cd64a904ad16d8ec66b98e2aacdfd53c80ff",
+    strip_prefix = "tensorflow-2.9.0",
+    urls = [
+        "https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.9.0.tar.gz",
+    ],
+)
+
+load("@org_tensorflow//tensorflow:workspace3.bzl", "tf_workspace3")
+
+tf_workspace3()
+
+load("@org_tensorflow//tensorflow:workspace2.bzl", "tf_workspace2")
+
+tf_workspace2()
+
+load("@org_tensorflow//tensorflow:workspace1.bzl", "tf_workspace1")
+
+tf_workspace1()
+
+load("@org_tensorflow//tensorflow:workspace0.bzl", "tf_workspace0")
+
+tf_workspace0()