jetson xiaver NX 安装tensorflow object detection api 遇到的tensorflow-addons 不能安装问题

问题：Doing a pip3 install tensorflow-addons from an Nvidia TX2 produce No matching distribution found for tensorflow-addons. My current TensorFlow is 2.8 from Jetpack 5.0.1

根据 Jetson AGX/TX2/Nano - Build release from pip3 install · Issue #1982 · tensorflow/addons · GitHub 的说法，需要自行编译tensorflow-addons ，

1. bazel 也需要编译安装才能安装上 参考连接 在jetson nano上安装bazel_帅的发光发亮的博客-CSDN博客

2.按官网方式编译 GitHub - tensorflow/addons: Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

git clone https://github.com/tensorflow/addons.git
cd addons
 
export TF_NEED_CUDA="1"
 
# Set these if the below defaults are different on your system
export TF_CUDA_VERSION="11"
export TF_CUDNN_VERSION="8"
export CUDA_TOOLKIT_PATH="/usr/local/cuda"
export CUDNN_INSTALL_PATH="/usr/lib/aarch64-linux-gnu"
 
# This script links project with TensorFlow dependency
python3 ./configure.py
 
bazel build build_pip_pkg
bazel-bin/build_pip_pkg artifacts
 
pip install artifacts/tensorflow_addons-*.whl

 报错：FileNotFoundError: [Errno 2] No such file or directory: '/dt9/usr/bin/gcc'

Unable to build from source with GPU support · Issue #2712 · tensorflow/addons · GitHub

 按这里所说：

sudo mkdir -p /dt9/usr
sudo ln -s /usr/bin /dt9/usr/bin

继续编译，然后又报错：

/home/yxhy01/env-tool/tensorflow/addons/tensorflow_addons/custom_ops/layers/BUILD:7:18: Compiling tensorflow_addons/custom_ops/layers/cc/ops/correlation_cost_op.cc failed: undeclared inclusion(s) in rule '//tensorflow_addons/custom_ops/layers:_correlation_cost_ops.so':
this rule is missing dependency declarations for the following files included by 'tensorflow_addons/custom_ops/layers/cc/ops/correlation_cost_op.cc':
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/stddef.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/stdarg.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/stdint.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/limits.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/syslimits.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/arm_neon.h'
  '/usr/lib/gcc/aarch64-linux-gnu/9/include/arm_fp16.h'
Target //:build_pip_pkg failed to build
Use --verbose_failures to see the command lines of failed build steps.

解决办法：this rule is missing dependency declarations for the following fles.._阳阳鸭的博客-CSDN博客

清理bazel的缓存

rm -rf ~/.cache/bazel/

然后重新编译，过了！！

最后执行两步就完了：

bazel-bin/build_pip_pkg artifacts
 
pip install artifacts/tensorflow_addons-*.whl