tensorflow-community-wheels
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TensorFlow 2.6.2 No AVX, No GPU, Python 3.7, 3.8, 3.9, Ubuntu 18.04, multiple Archs
Built on Ubuntu 18.04. Builds are not tested and provided as is.
Example configuration for Python 3.7 and westmere
:
PYTHON_VERSION=python3.7
PYTHON_BIN_PATH=$(which $PYTHON_VERSION) \
PYTHON_LIB_PATH=$($PYTHON_VERSION -c "import pip; print(pip.__path__[0].rstrip('/pip'))") \
TF_NEED_CUDA=0 \
TF_NEED_ROCM=0 \
TF_DOWNLOAD_CLANG=0 \
CC_OPT_FLAGS="-march=westmere -Wno-sign-compare" \
TF_SET_ANDROID_WORKSPACE=0 \
TF_ENABLE_XLA=1 \
TF_NEED_OPENCL_SYCL=0 \
TF_NEED_MPI=0 \
./configure
This produces the following .tf_configure.bazelrc
for Python 3.7.
build --action_env PYTHON_BIN_PATH="/usr/bin/python3.7"
build --action_env PYTHON_LIB_PATH="/usr/local/lib/python3.7/dist-packages"
build --python_path="/usr/bin/python3.7"
build --define=with_xla_support=true
build:opt --copt=-march=westmere
build:opt --host_copt=-march=westmere
build:opt --copt=-Wno-sign-compare
build:opt --host_copt=-Wno-sign-compare
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
GCC Compiler Option (-march) |
Python 3.7 | Python 3.8 | Python 3.9 | All Builds |
---|---|---|---|---|
barcelona | Download | Download | Download | Link |
btver1 | Download | Download | Download | Link |
core2 | Download | Download | Download | Link |
nehalem | Download | Download | Download | Link |
westmere | Download | Download | Download | Link |
Install with:
pip install --ignore-installed --upgrade tensorflow-2.6.2-cp37-cp37m-linux_x86_64.whl
Please let me know here if it works for you.
Worked for me for workstation with these processors: https://ark.intel.com/content/www/us/en/ark/products/47920/intel-xeon-processor-x5670-12m-cache-2-93-ghz-6-40-gts-intel-qpi.html