Build against TF2.16

.github/workflows/release.yml

@@ -19,7 +19,7 @@ permissions:
 
 env:
   MIN_PY_VERSION: '3.9'
-  MAX_PY_VERSION: '3.11'
+  MAX_PY_VERSION: '3.12'
 
 jobs:
   test-with-bazel:
@@ -46,22 +46,26 @@ jobs:
         os: ['macos-12', 'ubuntu-20.04']
         # Removing windows builds due to broken upstream package /~https://github.com/tensorflow/tensorflow/issues/61830
         # os: ['macos-12', 'windows-2019', 'ubuntu-20.04']
-        py-version: ['3.9', '3.10', '3.11']
-        tf-version: ['2.13.1', '2.14.0', '2.15.0']
+        py-version: ['3.9', '3.10', '3.11', '3.12']
+        tf-version: ['2.14.1', '2.15.1', '2.16.1']
         cpu: ['x86']
         include:
           - os: 'macos-12'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.9'
           - os: 'macos-12'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.10'
           - os: 'macos-12'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.11'
+          - os: 'macos-12'
+            cpu: 'arm64'
+            tf-version: '2.16.1'
+            py-version: '3.12'
       fail-fast: false
     steps:
       - uses: actions/github-script@0.3.0
@@ -71,7 +75,7 @@ jobs:
           script: |
             const commit_details = await github.git.getCommit({owner: context.repo.owner, repo: context.repo.repo, commit_sha: context.sha});
             return commit_details.data.author.date
-      - if: matrix.tf-version != '2.15.0'
+      - if: matrix.tf-version != '2.16.1'
         shell: bash
         run: echo "SKIP_CUSTOM_OP_TESTS=--skip-custom-ops" >> $GITHUB_ENV
       - if: github.event_name == 'push'
@@ -107,22 +111,26 @@ jobs:
         os: ['macOS', 'Linux']
         # Removing windows builds due to broken upstream package /~https://github.com/tensorflow/tensorflow/issues/61830
         # os: ['macOS', 'Windows', 'Linux']
-        py-version: ['3.9', '3.10', '3.11']
-        tf-version: ['2.15.0']
+        py-version: ['3.9', '3.10', '3.11', '3.12']
+        tf-version: ['2.16.1']
         cpu: ['x86']
         include:
           - os: 'macOS'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.9'
           - os: 'macOS'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.10'
           - os: 'macOS'
             cpu: 'arm64'
-            tf-version: '2.15.0'
+            tf-version: '2.16.1'
             py-version: '3.11'
+          - os: 'macOS'
+            cpu: 'arm64'
+            tf-version: '2.16.1'
+            py-version: '3.12'
       fail-fast: false
     if: (github.event_name == 'push' && github.ref == 'refs/heads/master') || github.event_name == 'release'
     steps:

CONTRIBUTING.md

@@ -173,8 +173,8 @@ conda activate my_dev_environement
 Just run from the root:
 
 ```bash
-pip install tensorflow==2.15.0
-# you can use "pip install tensorflow-cpu==2.15.0" too if you're not testing on gpu.
+pip install tensorflow==2.16.1
+# you can use "pip install tensorflow-cpu==2.16.1" 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==2.15.0 -e ./ -r tools/install_deps/pytest.txt
+pip install tensorflow==2.16.1 -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==2.15.0
+python3 -m pip install tensorflow==2.16.1
 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==2.15.0
+python3 -m pip install tensorflow==2.16.1
 python3 configure.py
 python3 -m pip install -r tools/install_deps/pytest.txt
 bazel test -c opt -k \

WORKSPACE

@@ -11,10 +11,10 @@ http_archive(
     patches = [
         "//build_deps/tf_dependency:tf.patch",
     ],
-    sha256 = "9cec5acb0ecf2d47b16891f8bc5bc6fbfdffe1700bdadc0d9ebe27ea34f0c220",
-    strip_prefix = "tensorflow-2.15.0",
+    sha256 = "c729e56efc945c6df08efe5c9f5b8b89329c7c91b8f40ad2bb3e13900bd4876d",
+    strip_prefix = "tensorflow-2.16.1",
     urls = [
-        "/~https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.15.0.tar.gz",
+        "/~https://github.com/tensorflow/tensorflow/archive/refs/tags/v2.16.1.tar.gz",
     ],
 )
 

tensorflow_addons/utils/resource_loader.py

@@ -20,8 +20,8 @@
 
 import tensorflow as tf
 
-INCLUSIVE_MIN_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.15.0"
-EXCLUSIVE_MAX_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.16.0"
+INCLUSIVE_MIN_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.16.0"
+EXCLUSIVE_MAX_TF_VERSION_FOR_ABI_COMPATIBILITY = "2.17.0"
 abi_warning_already_raised = False
 SKIP_CUSTOM_OPS = False
 

tensorflow_addons/version.py

@@ -15,8 +15,8 @@
 """Define TensorFlow Addons version information."""
 
 # Required TensorFlow version [min, max)
-INCLUSIVE_MIN_TF_VERSION = "2.13.0"
-EXCLUSIVE_MAX_TF_VERSION = "2.16.0"
+INCLUSIVE_MIN_TF_VERSION = "2.14.0"
+EXCLUSIVE_MAX_TF_VERSION = "2.17.0"
 
 # We follow Semantic Versioning (https://semver.org/)
 _MAJOR_VERSION = "0"

tools/build_dev_container.sh

@@ -4,7 +4,7 @@ set -x -e
 
 docker build \
     -f tools/docker/dev_container.Dockerfile \
-    --build-arg TF_VERSION=2.15.0 \
+    --build-arg TF_VERSION=2.16.1 \
     --build-arg TF_PACKAGE=tensorflow \
     --build-arg PY_VERSION=$PY_VERSION \
     --no-cache \

tools/docker/cpu_tests.Dockerfile

@@ -1,7 +1,7 @@
 #syntax=docker/dockerfile:1.1.5-experimental
 FROM python:3.9 as build_wheel
 
-ARG TF_VERSION=2.15.0
+ARG TF_VERSION=2.16.1
 RUN pip install --default-timeout=1000 tensorflow-cpu==$TF_VERSION
 
 RUN apt-get update && apt-get install -y sudo rsync

tools/install_deps/tensorflow-cpu.txt

@@ -1 +1 @@
-tensorflow-cpu~=2.15.0
+tensorflow-cpu~=2.16.1

tools/install_deps/tensorflow.txt

@@ -1 +1 @@
-tensorflow~=2.15.0
+tensorflow~=2.16.1

tools/run_gpu_tests.sh

@@ -6,7 +6,7 @@ export DOCKER_BUILDKIT=1
 docker build \
        -f tools/docker/build_wheel.Dockerfile \
        --target tfa_gpu_tests \
-       --build-arg TF_VERSION=2.15.0 \
+       --build-arg TF_VERSION=2.16.1 \
        --build-arg PY_VERSION=3.9 \
        -t tfa_gpu_tests ./
 docker run --rm -t --gpus=all --shm-size=512m tfa_gpu_tests