Trying to build tensorflow from source using this specific version of build tools, that shows compatiable with tensorflow 2.11.0
Build system is RHEL 7.9,
tensorflow-2.11.0 python 3.9.16 GCC 9.3.1(devtoolset-9) Bazel 5.3.0 cudnn8.1 cuda11.2
Here is what I am doing:
tensorflow-2.11.0 3.9
conda create -n tensorflow-build python=3.9
conda activate tensorflow-build
pip install pip numpy wheel packaging requests opt_einsum
pip install keras_preprocessing --no-deps.16 GCC 9.3.1 Bazel 5.3.0 8.1 11.2
wget https://github.com/bazelbuild/bazelisk/releases/download/v1.17.0/bazelisk-linux-amd64
sudo mv bazelisk-linux-amd64 /usr/local/bin/bazelisk
export PATH=/usr/local/bin:$PATH
export USE_BAZEL_VERSION=5.3.0
bazelisk --version
bazel 5.3.0
wget https://developer.download.nvidia.com/compute/cuda/11.2.2/local_installers/cuda_11.2.2_460.32.03_linux.run
sudo sh cuda_11.2.2_460.32.03_linux.run
obtain: https://developer.nvidia.com/compute/machine-learning/cudnn/secure/8.1.0.77/11.2_20210127/cudnn-11.2-linux-x64-v8.1.0.77.tgz
sudo tar cudnn-11.2-linux-x64-v8.1.0.77.tgz -C /usr/local
export PATH=/usr/local/cuda-11.2/bin${PATH:+:${PATH}}
export LD_LIBRARY_PATH=/usr/local/cuda-11.2/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
export CUDA_HOME=/usr/local/cuda
unzip tensorflow-2.11.0.zip
enable gcc 9.3.1
source /opt/rh/devtoolset-9/enable
cd tensorflow-2.``.0
./configure # keeping defaults, select ‘y’ to include cuda
bazelisk build --config=cuda //tensorflow/tools/pip_package:build_pip_package
ERROR: /u02/tensorflow-2.11.0/tensorflow/compiler/mlir/tensorflow/BUILD:452:11: Compiling tensorflow/compiler/mlir/tensorflow/ir/tf_ops_a_m.cc failed: (Exit 1): crosstool_wrapper_driver_is_not_gcc failed: error executing command external/local_config_cuda/crosstool/clang/bin/crosstool_wrapper_driver_is_not_gcc -MD -MF … (remaining 241 arguments skipped)
gcc: fatal error: Killed signal terminated program cc1plus
compilation terminated.
Target //tensorflow/tools/pip_package:build_pip_package failed to build
Use --verbose_failures to see the command lines of failed build steps.
INFO: Elapsed time: 11001.137s, Critical Path: 182.34s
INFO: 13236 processes: 5846 internal, 7390 local.
FAILED: Build did NOT complete succes
Did it multiple times and keeps failing with the above error.sThis configuration matches:
fullytensorflow-2.11.0 3.7-3.10 GCC 9.3.1 Bazel 5.3.0 8.1
Any help would be greatly appreciated 11.2