I need to compile Tensorflow from source for compute capability 3.0
I was compiling Tensorflow and I got this error after 6 hours of compiling:
cache/bazel/_bazel_maydin/435ff134a8a529ccec16636685173684/execroot/org_tensorflow/bazel-out/host/bin/tensorflow/create_tensorflow.python_api_2_tf_python_api_gen_v2.runfiles/org_tensorflow/tensorflow/python/keras/preprocessing/__init__.py", line 21, in <module>
import keras_preprocessing
ModuleNotFoundError: No module named 'keras_preprocessing'
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: 20674.165s, Critical Path: 247.43s
INFO: 12297 processes: 12297 local.
FAILED: Build did NOT complete successfully
In below link, I found this answer and I think it will work. Error Compiling Tensorflow From Source - No module named 'keras_applications'
pip install keras_applications==1.0.4 --no-deps
pip install keras_preprocessing==1.0.2 --no-deps
pip install h5py==2.8.0
I also got similar error before beginning of build where it says numpy is missing, i just installed it via pip and build started without problem.
But I am scared to run build command again. Because I don't want to compile everything 6 hours again.
If I start building again does it start all over from beginning or it continue from where it failed?
Build command I used is this:
bazel build --config=opt --config=cuda //tensorflow/tools/pip_package:build_pip_package
I cloned tensorflow repository, checkout to branch 2.0 and started build.
Additional info about system:
It resumes compiling where it left off after fixing errors.