Cannot import tensorflow first and then ROOT with 6.32 (BLAS version mismatch?)

### Solution to issue cannot be found in the documentation.

- [X] I checked the documentation.

### Issue

As described in https://github.com/root-project/root/issues/15970, (reposting here), there is probably an issue with the BLAS version between ROOT and numpy/TF. I am not familiar with the build of ROOT/BLAS unfortunately.

It's installed with `mamba create -n tmp311 root tensorflow python=3.11` and crashes on x86 architectures but works on macos.

Original Issue: (cc OP @ikrommyd)

> ### Description
> Importing `tensorflow` and then `ROOT` results in a segmentation fault with ROOT 6.32. The other way around works fine.
>
> ### Reproducer
> ```
> (root-bug) ➜ ~ python
> Python 3.11.9 | packaged by conda-forge | (main, Apr 19 2024, 18:36:13) [GCC 12.3.0] on linux
> Type "help", "copyright", "credits" or "license" for more information.
> >>> import tensorflow
> 2024-07-02 14:04:03.356022: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
> 2024-07-02 14:04:07.360190: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
> To enable the following instructions: SSE4.1 SSE4.2 AVX AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
>
> >>>
> >>> import ROOT
>
> *** Break *** segmentation violation
> ```
>
> ### ROOT version
> 6.32/0
>
> ### Installation method
> Conda: `mamba create -n root-bug root=6.32 tensorflow`
>
> ### Operating system
> Linux
>
> ### Additional context
> Full seg fault trace:
>
> ```
> ===========================================================
> There was a crash.
> This is the entire stack trace of all threads:
> ===========================================================
>
> Thread 10 (Thread 0x7f1039269640 (LWP 281196) "python"):
> #0 0x00007f1095c8679a in __futex_abstimed_wait_common () from /lib64/libc.so.6
> #1 0x00007f1095c88fa0 in pthread_cond_wait
>
MANY LINES OF CODE

> [1] 281175 segmentation fault (core dumped) python
> ```

As suggested:
> This is the same problem as described in #15309: if the BLAS version that is shipped by ROOT is different from the one that is shipped by other python packages, there will be a collision of different BLAS libraries.
>
> For this case of using ROOT with Conda, the solution would be either to make sure the Conda build uses the same BLAS library as NumPy, using the `BLA_VENDOR` flag [for CMake](https://cmake.org/cmake/help/latest/module/FindBLAS.html), of nothing else works set `tmva-cpu=OFF` for the Conda builds, as this is the component that makes ROOT vendor a BLAS library.

### Installed packages

```shell
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_gnu conda-forge
_sysroot_linux-64_curr_repodata_hack 3 haa98f57_10
absl-py 2.1.0 py311h06a4308_0
afterimage 1.21 h28ea39c_1005 conda-forge
anyio 4.2.0 py311h06a4308_0
argon2-cffi 21.3.0 pyhd3eb1b0_0
argon2-cffi-bindings 21.2.0 py311h5eee18b_0
asttokens 2.0.5 pyhd3eb1b0_0
astunparse 1.6.3 py_0
async-lru 2.0.4 py311h06a4308_0
atk-1.0 2.36.0 ha1a6a79_0
attrs 23.1.0 py311h06a4308_0
babel 2.11.0 py311h06a4308_0
beautifulsoup4 4.12.3 py311h06a4308_0
binutils 2.40 h4852527_7 conda-forge
binutils_impl_linux-64 2.40 ha1999f0_7 conda-forge
binutils_linux-64 2.40 hb3c18ed_9 conda-forge
blas 1.0 openblas
bleach 4.1.0 pyhd3eb1b0_0
brotli-python 1.0.9 py311h6a678d5_8
bzip2 1.0.8 h5eee18b_6
c-ares 1.28.1 hd590300_0 conda-forge
c-compiler 1.7.0 hd590300_1 conda-forge
ca-certificates 2024.3.11 h06a4308_0
cached-property 1.5.2 py_0
cairo 1.18.0 hbb29018_2 conda-forge
certifi 2024.6.2 py311h06a4308_0
cffi 1.16.0 py311h5eee18b_1
cfitsio 4.4.0 hbdc6101_1 conda-forge
charset-normalizer 2.0.4 pyhd3eb1b0_0
comm 0.2.1 py311h06a4308_0
compilers 1.7.0 ha770c72_1 conda-forge
cuda-crt-tools 12.4.131 h06a4308_0
cuda-cudart 12.4.127 h99ab3db_0
cuda-cudart_linux-64 12.4.127 hd681fbe_0
cuda-nvcc-tools 12.4.131 h99ab3db_0
cuda-nvrtc 12.4.127 h99ab3db_1
cuda-nvtx 12.4.127 h6a678d5_1
cuda-nvvm-tools 12.4.131 h6a678d5_0
cuda-version 12.4 hbda6634_3
cudnn 8.9.7.29 h092f7fd_3 conda-forge
cxx-compiler 1.7.0 h00ab1b0_1 conda-forge
davix 0.8.6 h5f3b820_0 conda-forge
debugpy 1.6.7 py311h6a678d5_0
decorator 5.1.1 pyhd3eb1b0_0
defusedxml 0.7.1 pyhd3eb1b0_0
dm-tree 0.1.7 py311h6a678d5_1
entrypoints 0.4 py311h06a4308_0
executing 0.8.3 pyhd3eb1b0_0
expat 2.6.2 h6a678d5_0
fftw 3.3.10 nompi_hf1063bd_110 conda-forge
flatbuffers 24.3.25 h59595ed_0 conda-forge
font-ttf-dejavu-sans-mono 2.37 hd3eb1b0_0
font-ttf-inconsolata 2.001 hcb22688_0
font-ttf-source-code-pro 2.030 hd3eb1b0_0
font-ttf-ubuntu 0.83 h8b1ccd4_0
fontconfig 2.14.2 h14ed4e7_0 conda-forge
fonts-anaconda 1 h8fa9717_0
fonts-conda-ecosystem 1 hd3eb1b0_0
fortran-compiler 1.7.0 heb67821_1 conda-forge
freetype 2.12.1 h267a509_2 conda-forge
fribidi 1.0.10 h7b6447c_0
ftgl 2.4.0 hbcb1f35_0 conda-forge
gast 0.5.3 pyhd3eb1b0_0
gcc 12.3.0 h915e2ae_13 conda-forge
gcc_impl_linux-64 12.3.0 h58ffeeb_13 conda-forge
gcc_linux-64 12.3.0 h9528a6a_9 conda-forge
gdk-pixbuf 2.42.12 hb9ae30d_0 conda-forge
gettext 0.22.5 h59595ed_2 conda-forge
gettext-tools 0.22.5 h59595ed_2 conda-forge
gfortran 12.3.0 h915e2ae_13 conda-forge
gfortran_impl_linux-64 12.3.0 h8f2110c_13 conda-forge
gfortran_linux-64 12.3.0 h5877db1_9 conda-forge
giflib 5.2.2 hd590300_0 conda-forge
gl2ps 1.4.2 hae5d5c5_1 conda-forge
glew 2.1.0 h295c915_3
glib 2.80.2 h8a4344b_1 conda-forge
glib-tools 2.80.2 h73ef956_1 conda-forge
gobject-introspection 1.78.1 py311hd56c82f_0
google-pasta 0.2.0 pyhd3eb1b0_0
graphite2 1.3.14 h295c915_1
graphviz 11.0.0 hc68bbd7_0 conda-forge
grpcio 1.62.2 py311ha6695c7_0 conda-forge
gsl 2.7.1 h6e86dc7_1
gsoap 2.8.123 h8dc497d_0 conda-forge
gtest 1.14.0 hdb19cb5_1
gtk2 2.24.33 h73c1081_2
gts 0.7.6 hb67d8dd_3
gxx 12.3.0 h915e2ae_13 conda-forge
gxx_impl_linux-64 12.3.0 h2a574ab_13 conda-forge
gxx_linux-64 12.3.0 ha28b414_9 conda-forge
h5py 3.11.0 nompi_py311h439e445_102 conda-forge
harfbuzz 8.5.0 hfac3d4d_0 conda-forge
hdf5 1.14.3 nompi_hdf9ad27_105 conda-forge
icu 73.2 h59595ed_0 conda-forge
idna 3.7 py311h06a4308_0
ipykernel 6.28.0 py311h06a4308_0
ipyparallel 8.6.1 py311h06a4308_0
ipython 8.25.0 py311h06a4308_0
jedi 0.18.1 py311h06a4308_1
jinja2 3.1.4 py311h06a4308_0
json5 0.9.6 pyhd3eb1b0_0
jsonschema 4.19.2 py311h06a4308_0
jsonschema-specifications 2023.7.1 py311h06a4308_0
jupyter-lsp 2.2.0 py311h06a4308_0
jupyter_client 8.6.0 py311h06a4308_0
jupyter_core 5.7.2 py311h06a4308_0
jupyter_events 0.10.0 py311h06a4308_0
jupyter_server 2.14.1 py311h06a4308_0
jupyter_server_terminals 0.4.4 py311h06a4308_1
jupyterlab 4.0.11 py311h06a4308_0
jupyterlab_pygments 0.1.2 py_0
jupyterlab_server 2.25.1 py311h06a4308_0
keras 3.0.5 py311h06a4308_0
kernel-headers_linux-64 3.10.0 h57e8cba_10
keyutils 1.6.1 h166bdaf_0 conda-forge
krb5 1.21.3 h659f571_0 conda-forge
ld_impl_linux-64 2.40 hf3520f5_7 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libabseil 20240116.2 cxx17_h6a678d5_0
libaec 1.1.3 h59595ed_0 conda-forge
libasprintf 0.22.5 h661eb56_2 conda-forge
libasprintf-devel 0.22.5 h661eb56_2 conda-forge
libblas 3.9.0 16_linux64_openblas conda-forge
libcblas 3.9.0 16_linux64_openblas conda-forge
libcublas 12.4.5.8 h99ab3db_1
libcufft 11.2.1.3 h99ab3db_1
libcurand 10.3.5.147 h99ab3db_1
libcurl 8.8.0 hca28451_1 conda-forge
libcusolver 11.6.1.9 h99ab3db_1
libcusparse 12.3.1.170 h99ab3db_1
libcxx 17.0.6 h434a139_3 conda-forge
libcxxabi 17.0.6 ha770c72_3 conda-forge
libdeflate 1.20 hd590300_0 conda-forge
libedit 3.1.20230828 h5eee18b_0
libev 4.33 h7f8727e_1
libexpat 2.6.2 h59595ed_0 conda-forge
libffi 3.4.4 h6a678d5_1
libgcc-devel_linux-64 12.3.0 h6b66f73_113 conda-forge
libgcc-ng 14.1.0 h77fa898_0 conda-forge
libgd 2.3.3 h119a65a_9 conda-forge
libgettextpo 0.22.5 h59595ed_2 conda-forge
libgettextpo-devel 0.22.5 h59595ed_2 conda-forge
libgfortran-ng 14.1.0 h69a702a_0 conda-forge
libgfortran5 14.1.0 hc5f4f2c_0 conda-forge
libglib 2.80.2 h8a4344b_1 conda-forge
libglu 9.0.0 hf484d3e_1
libgomp 14.1.0 h77fa898_0 conda-forge
libgrpc 1.62.2 h15f2491_0 conda-forge
libhwloc 2.11.0 default_h5622ce7_1000 conda-forge
libiconv 1.17 hd590300_2 conda-forge
libjpeg-turbo 3.0.0 hd590300_1 conda-forge
libllvm14 14.0.6 hcd5def8_4 conda-forge
libllvm16 16.0.6 hb3ce162_3 conda-forge
libnghttp2 1.58.0 h47da74e_1 conda-forge
libnsl 2.0.1 hd590300_0 conda-forge
libnvjitlink 12.4.127 h99ab3db_1
libopenblas 0.3.21 h043d6bf_0
libpng 1.6.43 h2797004_0 conda-forge
libprotobuf 4.25.3 h08a7969_0 conda-forge
libre2-11 2023.09.01 h5a48ba9_2 conda-forge
librsvg 2.58.1 hadf69e7_0 conda-forge
libsanitizer 12.3.0 hb8811af_13 conda-forge
libsodium 1.0.18 h7b6447c_0
libsqlite 3.46.0 hde9e2c9_0 conda-forge
libssh2 1.11.0 h0841786_0 conda-forge
libstdcxx-devel_linux-64 12.3.0 h6b66f73_113 conda-forge
libstdcxx-ng 14.1.0 hc0a3c3a_0 conda-forge
libtiff 4.6.0 h1dd3fc0_3 conda-forge
libuuid 2.38.1 h0b41bf4_0 conda-forge
libwebp 1.4.0 h2c329e2_0 conda-forge
libwebp-base 1.4.0 hd590300_0 conda-forge
libxcb 1.16 hd590300_0 conda-forge
libxcrypt 4.4.36 hd590300_1 conda-forge
libxml2 2.12.7 hc051c1a_1 conda-forge
libzlib 1.3.1 h4ab18f5_1 conda-forge
llvmlite 0.43.0 py311hbde99c3_0 conda-forge
lz4-c 1.9.4 h6a678d5_1
markdown 3.4.1 py311h06a4308_0
markdown-it-py 2.2.0 py311h06a4308_1
markupsafe 2.1.3 py311h5eee18b_0
matplotlib-inline 0.1.6 py311h06a4308_0
mdurl 0.1.0 py311h06a4308_0
metakernel 0.27.5 pyhd3eb1b0_0
mistune 2.0.4 py311h06a4308_0
ml_dtypes 0.3.1 py311ha02d727_0
namex 0.0.7 py311h06a4308_0
nbclient 0.8.0 py311h06a4308_0
nbconvert 7.10.0 py311h06a4308_0
nbformat 5.9.2 py311h06a4308_0
nccl 2.22.3.1 hbc370b7_0 conda-forge
ncurses 6.5 h59595ed_0 conda-forge
nest-asyncio 1.6.0 py311h06a4308_0
ninja 1.10.2 h06a4308_5
ninja-base 1.10.2 hd09550d_5
nlohmann_json 3.11.3 h59595ed_0 conda-forge
notebook 7.0.8 py311h06a4308_0
notebook-shim 0.2.3 py311h06a4308_0
numba 0.60.0 py311h4bc866e_0 conda-forge
numpy 1.26.4 py311h24aa872_0
numpy-base 1.26.4 py311hbfb1bba_0
openssl 3.3.1 h4ab18f5_1 conda-forge
opt_einsum 3.3.0 pyhd3eb1b0_1
overrides 7.4.0 py311h06a4308_0
packaging 23.2 py311h06a4308_0
pandocfilters 1.5.0 pyhd3eb1b0_0
pango 1.54.0 h84a9a3c_0 conda-forge
parso 0.8.3 pyhd3eb1b0_0
pcre 8.45 h295c915_0
pcre2 10.44 h0f59acf_0 conda-forge
pexpect 4.8.0 pyhd3eb1b0_3
pip 24.0 py311h06a4308_0
pixman 0.43.2 h59595ed_0 conda-forge
platformdirs 3.10.0 py311h06a4308_0
portalocker 2.3.0 py311h06a4308_1
prometheus_client 0.14.1 py311h06a4308_0
prompt-toolkit 3.0.43 py311h06a4308_0
prompt_toolkit 3.0.43 hd3eb1b0_0
protobuf 4.25.3 py311h12ddb61_0
psutil 5.9.0 py311h5eee18b_0
pthread-stubs 0.3 h0ce48e5_1
ptyprocess 0.7.0 pyhd3eb1b0_2
pure_eval 0.2.2 pyhd3eb1b0_0
pycparser 2.21 pyhd3eb1b0_0
pygments 2.15.1 py311h06a4308_1
pysocks 1.7.1 py311h06a4308_0
pythia8 8.310 py311hb755f60_0 conda-forge
python 3.11.9 hb806964_0_cpython conda-forge
python-dateutil 2.9.0post0 py311h06a4308_2
python-fastjsonschema 2.16.2 py311h06a4308_0
python-flatbuffers 24.3.25 pyh59ac667_0 conda-forge
python-json-logger 2.0.7 py311h06a4308_0
python_abi 3.11 4_cp311 conda-forge
pytz 2024.1 py311h06a4308_0
pyyaml 6.0.1 py311h5eee18b_0
pyzmq 25.1.2 py311h6a678d5_0
re2 2023.09.01 h7f4b329_2 conda-forge
readline 8.2 h5eee18b_0
referencing 0.30.2 py311h06a4308_0
requests 2.32.2 py311h06a4308_0
rfc3339-validator 0.1.4 py311h06a4308_0
rfc3986-validator 0.1.1 py311h06a4308_0
rich 13.3.5 py311h06a4308_0
root 6.32.0 py311h3958ca8_2 conda-forge
root_base 6.32.0 py311h22294ec_2 conda-forge
rpds-py 0.10.6 py311hb02cf49_0
scitokens-cpp 1.0.2 haea88ab_0 conda-forge
send2trash 1.8.2 py311h06a4308_0
setuptools 69.5.1 py311h06a4308_0
six 1.16.0 pyhd3eb1b0_1
snappy 1.2.1 ha2e4443_0 conda-forge
sniffio 1.3.0 py311h06a4308_0
soupsieve 2.5 py311h06a4308_0
stack_data 0.2.0 pyhd3eb1b0_0
sysroot_linux-64 2.17 h57e8cba_10
tbb 2021.12.0 h434a139_2 conda-forge
tensorboard 2.16.2 pyhd8ed1ab_0 conda-forge
tensorboard-data-server 0.7.0 py311h52d8a92_0
tensorflow 2.16.2 cuda120py311h51447cc_0 conda-forge
tensorflow-base 2.16.2 cuda120py311h8a6ca57_0 conda-forge
tensorflow-estimator 2.16.2 cuda120py311h0c188d0_0 conda-forge
termcolor 2.1.0 py311h06a4308_0
terminado 0.17.1 py311h06a4308_0
tinycss2 1.2.1 py311h06a4308_0
tk 8.6.13 noxft_h4845f30_101 conda-forge
tornado 6.4.1 py311h5eee18b_0
tqdm 4.66.4 py311h92b7b1e_0
traitlets 5.14.3 py311h06a4308_0
typing-extensions 4.11.0 py311h06a4308_0
typing_extensions 4.11.0 py311h06a4308_0
tzdata 2024a h04d1e81_0
urllib3 2.2.2 py311h06a4308_0
vdt 0.4.4 h59595ed_0 conda-forge
vector-classes 1.4.5 h297d8ca_0 conda-forge
wcwidth 0.2.5 pyhd3eb1b0_0
webencodings 0.5.1 py311h06a4308_1
websocket-client 1.8.0 py311h06a4308_0
werkzeug 3.0.3 py311h06a4308_0
wheel 0.43.0 py311h06a4308_0
wrapt 1.14.1 py311h5eee18b_0
xorg-fixesproto 5.0 h7f98852_1002 conda-forge
xorg-kbproto 1.0.7 h7f98852_1002 conda-forge
xorg-libice 1.1.1 hd590300_0 conda-forge
xorg-libsm 1.2.4 h7391055_0 conda-forge
xorg-libx11 1.8.9 hb711507_1 conda-forge
xorg-libxau 1.0.11 hd590300_0 conda-forge
xorg-libxcursor 1.2.0 h0b41bf4_1 conda-forge
xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge
xorg-libxext 1.3.4 h0b41bf4_2 conda-forge
xorg-libxfixes 5.0.3 h7f98852_1004 conda-forge
xorg-libxft 2.3.8 hf69aa0a_0 conda-forge
xorg-libxpm 3.5.17 hd590300_0 conda-forge
xorg-libxrender 0.9.11 hd590300_0 conda-forge
xorg-libxt 1.3.0 hd590300_1 conda-forge
xorg-renderproto 0.11.1 h7f98852_1002 conda-forge
xorg-xextproto 7.3.0 h0b41bf4_1003 conda-forge
xorg-xproto 7.0.31 h27cfd23_1007
xrootd 5.6.9 py311hb5a8382_0 conda-forge
xxhash 0.8.2 hd590300_0 conda-forge
xz 5.4.6 h5eee18b_1
yaml 0.2.5 h7b6447c_0
zeromq 4.3.5 h6a678d5_0
zlib 1.3.1 h4ab18f5_1 conda-forge
zstd 1.5.6 ha6fb4c9_0 conda-forge
```

### Environment info

```shell
active environment : tmp311
active env location : /home/jonas/mambaforge/envs/tmp311
shell level : 1
user config file : /home/jonas/.condarc
populated config files : /home/jonas/mambaforge/.condarc
/home/jonas/.condarc
conda version : 24.5.0
conda-build version : not installed
python version : 3.9.16.final.0
solver : libmamba (default)
virtual packages : __archspec=1=skylake
__conda=24.5.0=0
__glibc=2.35=0
__linux=6.5.0=0
__unix=0=0
base environment : /home/jonas/mambaforge (writable)
conda av data dir : /home/jonas/mambaforge/etc/conda
conda av metadata url : None
channel URLs : https://repo.anaconda.com/pkgs/main/linux-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/r/linux-64
https://repo.anaconda.com/pkgs/r/noarch
https://conda.anaconda.org/conda-forge/linux-64
https://conda.anaconda.org/conda-forge/noarch
package cache : /home/jonas/mambaforge/pkgs
/home/jonas/.conda/pkgs
envs directories : /home/jonas/mambaforge/envs
/home/jonas/.conda/envs
platform : linux-64
user-agent : conda/24.5.0 requests/2.31.0 CPython/3.9.16 Linux/6.5.0-41-generic ubuntu/22.04.4 glibc/2.35 solver/libmamba conda-libmamba-solver/23.12.0 libmambapy/1.5.8
UID:GID : 1000:1000
netrc file : None
offline mode : False
```