• Compiler à partir de la source
• Installing Bazel on Ubuntu
• How to fix Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA on-mac

Bazel est le compilateur de Google.

# Bazel
sudo apt install apt-transport-https curl gnupg
curl -fsSL https://bazel.build/bazel-release.pub.gpg | gpg --dearmor > bazel.gpg
sudo mv bazel.gpg /etc/apt/trusted.gpg.d/
echo "deb [arch=amd64] https://storage.googleapis.com/bazel-apt stable jdk1.8" | sudo tee /etc/apt/sources.list.d/bazel.list
sudo apt update
sudo apt install bazel-4.2.1

Désinstaller les packages python protobuf et tensorflow si ils sont installés.

Installation du nécessaire:

python3 -m pip install numpy wheel
python3 -m pip install keras_preprocessing --no-deps

Récupération des sources de tensorflow:

cd /votre/dossier/src
git clone https://github.com/tensorflow/tensorflow 
./configure

Make sure you are running at least bazel 4.2.1
Please specify the location of python. [Default is /usr/bin/python3]: 
Found possible Python library paths:
  /usr/lib/python3/dist-packages
  /usr/local/lib/python3.9/dist-packages
Please input the desired Python library path to use.  Default is [/usr/lib/python3/dist-packages]
Do you wish to build TensorFlow with ROCm support? [y/N]: n
No ROCm support will be enabled for TensorFlow.
Do you wish to build TensorFlow with CUDA support? [y/N]: n
No CUDA support will be enabled for TensorFlow.
Do you wish to download a fresh release of clang? (Experimental) [y/N]: n
Clang will not be downloaded.
Please specify optimization flags to use during compilation when bazel option "--config=opt" is specified [Default is -Wno-sign-compare]: -march=native
Would you like to interactively configure ./WORKSPACE for Android builds? [y/N]: n
Not configuring the WORKSPACE for Android builds.

bazel clean

sudo ln -s /usr/bin/python3 /usr/bin/python
bazel build -j 4 //tensorflow/tools/pip_package:build_pip_package
./bazel-bin/tensorflow/tools/pip_package/build_pip_package /media/data/tensorflow_pkg

Target tensorflow/tools/pip_package:build_pip_package up-to-date:
bazel-bin/tensorflow/tools/pip_package/build_pip_package
INFO: Elapsed time: 5685.443s, Critical Path: 1098.87s
INFO: 3809 processes: 507 internal, 3302 local.
INFO: Build completed successfully, 3809 total actions
soit 1.58 heures ! ===Consommation mémoire=== Sur un i5 à 8 threads et 8 Go de Ram: * -j 4 pour limiter la consommation de mémoire ====Conseils Geek==== Au lieu de répondre aux questions de ./configure, éditer le fichier .tf_configure.bazelrc du dossier tensorflow (fichier caché, faire Ctrl+h). <code bash> build –action_env PYTHON_BIN_PATH=“/usr/bin/python3” build –action_env PYTHON_LIB_PATH=“/usr/lib/python3/dist-packages” build –python_path=“/usr/bin/python3” build:opt –copt=-march=native build:opt –copt=-Wno-sign-compare build:opt –host_copt=-march=native build:opt –define with_default_optimizations=true test –flaky_test_attempts=3 test –test_size_filters=small,medium test:v1 –test_tag_filters=-benchmark-test,-no_oss,-gpu,-oss_serial test:v1 –build_tag_filters=-benchmark-test,-no_oss,-gpu test:v2 –test_tag_filters=-benchmark-test,-no_oss,-gpu,-oss_serial,-v1only test:v2 –build_tag_filters=-benchmark-test,-no_oss,-gpu,-v1only </code> ====Installation==== cd /media/data/3D/projets/grande_echelle_move source mon_env/bin/activate python3 -m pip uninstall tensorflow python3 -m pip install /media/data/src/tensorflow-2.8.0-cp38-cp38-linux_x86_64.whl =====Avec GPU sur Ubuntu qui ne marche pas !===== Ubuntu Mate 20.04, python 3.8, venv ===Cuda=== * Installation de CUDA et Compilation de OpenCV avec CUDA ===CudNN=== sudo apt install libcudnn8 libcudnn8-dev ===TensorRT=== sudo apt install libnvinfer8 libnvinfer8-dev ====Tensorflow==== <code bash> # Dépendances python3 -m pip install numpy wheel python3 -m pip install keras_preprocessing –no-deps # Récupération des sources de tensorflow mkdir src cd src/ git clone https://github.com/tensorflow/tensorflow.git cd tensorflow ./configure </code> ===Le plus abcons: Configurer la compilation=== * Configurer la compilation * non à ROCm (non à Rocky) * non à TensorRT sinon ça plante * non à clang * non à download a fresh release of clang ça plante * oui à GCC * Pour 1060 GTX –> 6.1, Pour GTX 850m –> 5.0

===Reset de la config=== bazel clean ====Compilation Création du package pip Installation==== Parce que en plus bazel exige la bonne version: sudo apt update && sudo apt install bazel-4.2.1 bazel build tensorflow/tools/pip_package:build_pip_package

Après 5 heures de travail d'un I7 à fond!
INFO: Build completed successfully, 32129 total actions

./bazel-bin/tensorflow/tools/pip_package/build_pip_package /media/data/tensorflow_pkg
python3 -m pip install /media/data/src/tensorflow-2.8.0-cp38-cp38-linux_x86_64.whl

• Ne marche pas !