I'm trying compiling Tensorflow 1.15 on Odroid-XU4 and getted some error that seems not related and exclusive to my platform. I installed Tensorflow 1.13 by source compile successfully. But for TF1.15 I got some error which experienced when use TF1.15.0 and TF1.15.1 and TF1.15.3.
My command to build using Bazel 0.26.1 is:
bazel --output_base=/media/odroid/.../CacheFolder build --config=opt --config=monolithic --config=noaws --jobs 1 --define=grpc_no_ares=true --local_resources 1536,0.5,1.0 tensorflow:libtensorflow_cc.so --discard_analysis_cache
After getting error for package "#io_rules_docker" which fixed by adding manually in WORKSPACEFILE and some same error I got this error:
>no such package '#highwayhash//': BUILD file not found on package path and referenced by '//tensorflow/core/platform/default/build_config:platformlib'
How can I solve this?
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:
Cuda 10.0.130
cuDNN 7.6.2
Bazel 0.26.1
Ubuntu 18.04
It resumes compiling where it left off after fixing errors.
I'm trying to build under Ubuntu 18.04 TensorFlow r1.13 from sources and whichever compatible version of bazel I use I get the same errors:
ERROR: /home/hamlatzis/.cache/bazel/_bazel_hamlatzis/bc20d0623a1a0c4eaa510688c26216cb/external/io_bazel_rules_closure/closure/protobuf/closure_proto_library.bzl:66:21: name 'ProtoInfo' is not defined (did you mean 'protos'?)
ERROR: error loading package '': Extension 'closure/protobuf/closure_proto_library.bzl' has errors
ERROR: error loading package '': Extension 'closure/protobuf/closure_proto_library.bzl' has errors
I need to be on r1.13, but to be on the safe side I've tried with other branches (r1.14 and master) and had no problems with those
Any idea?
Try a different Bazel version.
Bazel 0.21.0 worked for me for Tensorflow r1.13.
So, I've installed Bazel via Chocolatey, installed Python 3.5 and 2.7, installed CUDA v8, and cuDNN v6, and installed JDK 8.0, I'm now trying to custom-build TensorFlow on my Windows 10 device, with AVX, AVX 2 and CUDA. TensorFlow-GPU, the pre-built version, does work, I've already tested and run that successfully.
I've followed the instructions of other articles, both on TensorFlows' actual site (trying to adapt some sections from the Linux/Mac installs), and on here. The furthest I've made it is; cloning the Github repository via Msys2, running configure.py, then attempting to build via bazel build --config=opt --config=cuda //tensorflow/tools/pip_package:build_pip_package I receive an error, the header of which is:
Error reading java.io.IOException: CreateProcess(): The system cannot find the file specified.
: C:/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v8.0/include/cudnn.h
I've double checked, that file does exist, so I'm not sure why I'm getting this error.
EDIT: Also attempted to run via Powershell, reached the same point.
Any help would be much appreciated.
I had the exact same error while trying to build Tensorflow on Windows (using cuDNN 5.1). I fixed it by launching bazel from the msys2 terminal (instead of from the windows command prompt) and manually setting the BAZEL_SH environment variable before attempting to build.
export BAZEL_SH=c:/tools/msys64/usr/bin/bash.exe
bazel build -c opt --config=win-cuda tensorflow/cc:cc_ops
The following steps helped me to compile Tensorflow on Windows 10.
pacman -Syuu patch
ln -s "c:\python27\python.exe" /usr/bin/python
export BAZEL_SH=c:/tools/msys64/usr/bin/bash.exe
"C:\Documents and Settings\All Users\chocolatey\bin\bazel.exe" build --config=opt --config=win-cuda //tensorflow/tools/pip_package:build_pip_package
But after 1 hour of compilation I got another error:
C:\tools\msys64\tmp_bazel_dmitry\x1e5egqw\execroot\org_tensorflow\external\protobuf_archive\python\google\protobuf\internal\api_implementation.cc
: fatal error C1083: Cannot open compiler generated file: '': Invalid
argument Target //tensorflow/tools/pip_package:build_pip_package
failed to build
I am trying to compile the quantization script as described in Pete Warden's blog. However I get the following error message after running the following bazel build:
bazel build tensorflow/contrib/quantization/tools:quantize_graph
ERROR: no such package 'tensorflow/contrib/quantization/tools': BUILD file not found on package path.
INFO: Elapsed time: 0.277s
I think what happened is that this quantization tool got moved out of contrib and into TensorFlow core. You should be able to use that instead:
bazel build tensorflow/tools/quantization:quantize_graph