WARNING (pytensor.tensor.blas)

Hi,
I am getting this warning while installing pymc - WARNING (pytensor.tensor.blas): Using NumPy C-API based implementation for BLAS functions.

I am PyMC version: 5.10.0 and I use pip to install pymc.

Based on this link, it seems this warning is leading to poor performance and slowness. And I have not installed theano for my work. My python version is - Python 3.9.1

I know this is just a warning but wasn’t sure if this slows down performance.
It would be helpful if anyone can help me on this issue?

Theano is no longer relevant for PyMC. The current backend is called Pytensor.

The warning is telling you that you haven’t installed a BLAS package for your specific hardware. This is a suite of highly specialized linear algebra routines that significantly speed up computation.

The installation instructions recommend using conda precisely for this reason. Conda is configured to help handle these sorts of non-python requirements, whereas pip is not.

I might add that even with conda/mamba installed environments things are currently not as smooth as we’d like them to be.
I’m currently having a tough time with this myself (here) and if I understand correctly the issue of BLAS flags detection is not fully sorted out yet: BUG: Regression in C blas flags detection · Issue #508 · pymc-devs/pytensor · GitHub

1 Like

Hi,
I tried using conda to install pymc but still getting the same blas warning. Here is the output of conda list -

Output
Name Version
_libgcc_mutex 0.1
_openmp_mutex 4.5
arviz 0.16.1
atk-1.0 2.38.0
binutils_impl_linux-64 2.4
binutils_linux-64 2.4
blas 2.12
blas-devel 3.9.0
brotli 1.1.0
brotli-bin 1.1.0
bzip2 1.0.8
c-ares 1.22.1
ca-certificates 2023.11.17
cached-property 1.5.2
cached_property 1.5.2
cachetools 5.3.2
cairo 1.18.0
certifi 2023.11.17
cloudpickle 3.0.0
cons 0.4.6
contourpy 1.2.0
cycler 0.12.1
etuples 0.3.9
expat 2.5.0
fastprogress 1.0.3
filelock 3.13.1
font-ttf-dejavu-sans-mono 2.37
font-ttf-inconsolata 3
font-ttf-source-code-pro 2.038
font-ttf-ubuntu 0.83
fontconfig 2.14.2
fonts-conda-ecosystem 1
fonts-conda-forge 1
fonttools 4.45.1
freetype 2.12.1
fribidi 1.0.10
gcc 12.3.0
gcc_impl_linux-64 12.3.0
gcc_linux-64 12.3.0
gdk-pixbuf 2.42.10
gettext 0.21.1
giflib 5.2.1
graphite2 1.3.13
graphviz 9.0.0
gtk2 2.24.33
gts 0.7.6
gxx 12.3.0
gxx_impl_linux-64 12.3.0
gxx_linux-64 12.3.0
h5netcdf 1.3.0
h5py 3.10.0
harfbuzz 8.3.0
hdf5 1.14.2
icu 73.2
kernel-headers_linux-64 2.6.32
keyutils 1.6.1
kiwisolver 1.4.5
krb5 1.21.2
lcms2 2.15
ld_impl_linux-64 2.4
lerc 4.0.0
libaec 1.1.2
libblas 3.9.0
libbrotlicommon 1.1.0
libbrotlidec 1.1.0
libbrotlienc 1.1.0
libcblas 3.9.0
libcurl 8.4.0
libdeflate 1.19
libedit 3.1.20191231
libev 4.33
libexpat 2.5.0
libffi 3.4.2
libgcc-devel_linux-64 12.3.0
libgcc-ng 13.2.0
libgd 2.3.3
libgfortran-ng 13.2.0
libgfortran5 13.2.0
libglib 2.78.1
libgomp 13.2.0
libhwloc 2.9.3
libiconv 1.17
libjpeg-turbo 3.0.0
liblapack 3.9.0
liblapacke 3.9.0
libnghttp2 1.58.0
libnsl 2.0.1
libopenblas 0.3.25
libpng 1.6.39
librsvg 2.56.3
libsanitizer 12.3.0
libsqlite 3.44.2
libssh2 1.11.0
libstdcxx-devel_linux-64 12.3.0
libstdcxx-ng 13.2.0
libtiff 4.6.0
libuuid 2.38.1
libwebp 1.3.2
libwebp-base 1.3.2
libxcb 1.15
libxml2 2.11.6
libzlib 1.2.13
llvm-openmp 17.0.6
logical-unification 0.4.6
matplotlib-base 3.8.2
minikanren 1.0.3
mkl 2022.2.1
mkl-service 2.4.0
multipledispatch 0.6.0
munkres 1.1.4
ncurses 6.4
numpy 1.26.2
openblas 0.3.25
openjpeg 2.5.0
openssl 3.2.0
packaging 23.2
pandas 2.1.3
pango 1.50.14
pcre2 10.42
pillow 10.1.0
pip 23.3.1
pixman 0.42.2
pthread-stubs 0.4
pymc 5.10.0
pymc-base 5.10.0
pyparsing 3.1.1
pytensor 2.18.1
pytensor-base 2.18.1
python 3.11.6
python-dateutil 2.8.2
python-graphviz 0.20.1
python-tzdata 2023.3
python_abi 3.11
pytz 2023.3.post1
readline 8.2
scipy 1.11.4
setuptools 68.2.2
six 1.16.0
sysroot_linux-64 2.12
tbb 2021.10.0
tk 8.6.13
toolz 0.12.0
typing-extensions 4.8.0
typing_extensions 4.8.0
tzdata 2023c
wheel 0.42.0
xarray 2023.11.0
xarray-einstats 0.6.0
xorg-kbproto 1.0.7
xorg-libice 1.1.1
xorg-libsm 1.2.4
xorg-libx11 1.8.7
xorg-libxau 1.0.11
xorg-libxdmcp 1.1.3
xorg-libxext 1.3.4
xorg-libxrender 0.9.11
xorg-renderproto 0.11.1
xorg-xextproto 7.3.0
xorg-xproto 7.0.31
xz 5.2.6
zlib 1.2.13
zstd 1.5.5

Did you use the conda-forge channel specifically?

Can you show the output of conda list?

I have used conda-forge channel and the output of conda list is shared above

The output seems to be missing information. Mine includes build and channel info:

# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                  2_kmp_llvm    conda-forge
absl-py                   1.4.0              pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.9                hd590300_0    conda-forge
arviz                     0.16.1             pyhd8ed1ab_0    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    conda-forge
atk-1.0                   2.38.0               hd4edc92_1    conda-forge
attr                      2.5.1                h166bdaf_1    conda-forge

Sorry, I had removed the last two columns -

Output
Name Version Build Channel
_libgcc_mutex 0.1 conda_forge conda-forge
_openmp_mutex 4.5 2_kmp_llvm conda-forge
arviz 0.16.1 pyhd8ed1ab_1 conda-forge
atk-1.0 2.38.0 hd4edc92_1 conda-forge
binutils_impl_linux-64 2.4 hf600244_0 conda-forge
binutils_linux-64 2.4 hbdbef99_2 conda-forge
blas 2.12 openblas conda-forge
blas-devel 3.9.0 20_linux64_openblas conda-forge
brotli 1.1.0 hd590300_1 conda-forge
brotli-bin 1.1.0 hd590300_1 conda-forge
bzip2 1.0.8 hd590300_5 conda-forge
c-ares 1.22.1 hd590300_0 conda-forge
ca-certificates 2023.11.17 hbcca054_0 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cachetools 5.3.2 pyhd8ed1ab_0 conda-forge
cairo 1.18.0 h3faef2a_0 conda-forge
certifi 2023.11.17 pyhd8ed1ab_0 conda-forge
cloudpickle 3.0.0 pyhd8ed1ab_0 conda-forge
cons 0.4.6 pyhd8ed1ab_0 conda-forge
contourpy 1.2.0 py311h9547e67_0 conda-forge
cycler 0.12.1 pyhd8ed1ab_0 conda-forge
etuples 0.3.9 pyhd8ed1ab_0 conda-forge
expat 2.5.0 hcb278e6_1 conda-forge
fastprogress 1.0.3 pyhd8ed1ab_0 conda-forge
filelock 3.13.1 pyhd8ed1ab_0 conda-forge
font-ttf-dejavu-sans-mono 2.37 hab24e00_0 conda-forge
font-ttf-inconsolata 3 h77eed37_0 conda-forge
font-ttf-source-code-pro 2.038 h77eed37_0 conda-forge
font-ttf-ubuntu 0.83 h77eed37_1 conda-forge
fontconfig 2.14.2 h14ed4e7_0 conda-forge
fonts-conda-ecosystem 1 0 conda-forge
fonts-conda-forge 1 0 conda-forge
fonttools 4.45.1 py311h459d7ec_0 conda-forge
freetype 2.12.1 h267a509_2 conda-forge
fribidi 1.0.10 h36c2ea0_0 conda-forge
gcc 12.3.0 h8d2909c_2 conda-forge
gcc_impl_linux-64 12.3.0 he2b93b0_3 conda-forge
gcc_linux-64 12.3.0 h76fc315_2 conda-forge
gdk-pixbuf 2.42.10 h829c605_4 conda-forge
gettext 0.21.1 h27087fc_0 conda-forge
giflib 5.2.1 h0b41bf4_3 conda-forge
graphite2 1.3.13 h58526e2_1001 conda-forge
graphviz 9.0.0 h78e8752_1 conda-forge
gtk2 2.24.33 h90689f9_2 conda-forge
gts 0.7.6 h977cf35_4 conda-forge
gxx 12.3.0 h8d2909c_2 conda-forge
gxx_impl_linux-64 12.3.0 he2b93b0_3 conda-forge
gxx_linux-64 12.3.0 h8a814eb_2 conda-forge
h5netcdf 1.3.0 pyhd8ed1ab_0 conda-forge
h5py 3.10.0 nompi_py311h3839ddf_100 conda-forge
harfbuzz 8.3.0 h3d44ed6_0 conda-forge
hdf5 1.14.2 nompi_h4f84152_100 conda-forge
icu 73.2 h59595ed_0 conda-forge
kernel-headers_linux-64 2.6.32 he073ed8_16 conda-forge
keyutils 1.6.1 h166bdaf_0 conda-forge
kiwisolver 1.4.5 py311h9547e67_1 conda-forge
krb5 1.21.2 h659d440_0 conda-forge
lcms2 2.15 hb7c19ff_3 conda-forge
ld_impl_linux-64 2.4 h41732ed_0 conda-forge
lerc 4.0.0 h27087fc_0 conda-forge
libaec 1.1.2 h59595ed_1 conda-forge
libblas 3.9.0 20_linux64_openblas conda-forge
libbrotlicommon 1.1.0 hd590300_1 conda-forge
libbrotlidec 1.1.0 hd590300_1 conda-forge
libbrotlienc 1.1.0 hd590300_1 conda-forge
libcblas 3.9.0 20_linux64_openblas conda-forge
libcurl 8.4.0 hca28451_0 conda-forge
libdeflate 1.19 hd590300_0 conda-forge
libedit 3.1.20191231 he28a2e2_2 conda-forge
libev 4.33 h516909a_1 conda-forge
libexpat 2.5.0 hcb278e6_1 conda-forge
libffi 3.4.2 h7f98852_5 conda-forge
libgcc-devel_linux-64 12.3.0 h8bca6fd_103 conda-forge
libgcc-ng 13.2.0 h807b86a_3 conda-forge
libgd 2.3.3 h119a65a_9 conda-forge
libgfortran-ng 13.2.0 h69a702a_3 conda-forge
libgfortran5 13.2.0 ha4646dd_3 conda-forge
libglib 2.78.1 h783c2da_1 conda-forge
libgomp 13.2.0 h807b86a_3 conda-forge
libhwloc 2.9.3 default_h554bfaf_1009 conda-forge
libiconv 1.17 h166bdaf_0 conda-forge
libjpeg-turbo 3.0.0 hd590300_1 conda-forge
liblapack 3.9.0 20_linux64_openblas conda-forge
liblapacke 3.9.0 20_linux64_openblas conda-forge
libnghttp2 1.58.0 h47da74e_0 conda-forge
libnsl 2.0.1 hd590300_0 conda-forge
libopenblas 0.3.25 pthreads_h413a1c8_0 conda-forge
libpng 1.6.39 h753d276_0 conda-forge
librsvg 2.56.3 h98fae49_0 conda-forge
libsanitizer 12.3.0 h0f45ef3_3 conda-forge
libsqlite 3.44.2 h2797004_0 conda-forge
libssh2 1.11.0 h0841786_0 conda-forge
libstdcxx-devel_linux-64 12.3.0 h8bca6fd_103 conda-forge
libstdcxx-ng 13.2.0 h7e041cc_3 conda-forge
libtiff 4.6.0 ha9c0a0a_2 conda-forge
libuuid 2.38.1 h0b41bf4_0 conda-forge
libwebp 1.3.2 h658648e_1 conda-forge
libwebp-base 1.3.2 hd590300_0 conda-forge
libxcb 1.15 h0b41bf4_0 conda-forge
libxml2 2.11.6 h232c23b_0 conda-forge
libzlib 1.2.13 hd590300_5 conda-forge
llvm-openmp 17.0.6 h4dfa4b3_0 conda-forge
logical-unification 0.4.6 pyhd8ed1ab_0 conda-forge
matplotlib-base 3.8.2 py311h54ef318_0 conda-forge
minikanren 1.0.3 pyhd8ed1ab_0 conda-forge
mkl 2022.2.1 h84fe81f_16997 conda-forge
mkl-service 2.4.0 py311hb711fc7_0 conda-forge
multipledispatch 0.6.0 py_0 conda-forge
munkres 1.1.4 pyh9f0ad1d_0 conda-forge
ncurses 6.4 h59595ed_2 conda-forge
numpy 1.26.2 py311h64a7726_0 conda-forge
openblas 0.3.25 pthreads_h7a3da1a_0 conda-forge
openjpeg 2.5.0 h488ebb8_3 conda-forge
openssl 3.2.0 hd590300_1 conda-forge
packaging 23.2 pyhd8ed1ab_0 conda-forge
pandas 2.1.3 py311h320fe9a_0 conda-forge
pango 1.50.14 ha41ecd1_2 conda-forge
pcre2 10.42 hcad00b1_0 conda-forge
pillow 10.1.0 py311ha6c5da5_0 conda-forge
pip 23.3.1 pyhd8ed1ab_0 conda-forge
pixman 0.42.2 h59595ed_0 conda-forge
pthread-stubs 0.4 h36c2ea0_1001 conda-forge
pymc 5.10.0 hd8ed1ab_0 conda-forge
pymc-base 5.10.0 pyhd8ed1ab_0 conda-forge
pyparsing 3.1.1 pyhd8ed1ab_0 conda-forge
pytensor 2.18.1 py311hb755f60_0 conda-forge
pytensor-base 2.18.1 py311h320fe9a_0 conda-forge
python 3.11.6 hab00c5b_0_cpython conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 conda-forge
python-graphviz 0.20.1 pyh22cad53_0 conda-forge
python-tzdata 2023.3 pyhd8ed1ab_0 conda-forge
python_abi 3.11 4_cp311 conda-forge
pytz 2023.3.post1 pyhd8ed1ab_0 conda-forge
readline 8.2 h8228510_1 conda-forge
scipy 1.11.4 py311h64a7726_0 conda-forge
setuptools 68.2.2 pyhd8ed1ab_0 conda-forge
six 1.16.0 pyh6c4a22f_0 conda-forge
sysroot_linux-64 2.12 he073ed8_16 conda-forge
tbb 2021.10.0 h00ab1b0_2 conda-forge
tk 8.6.13 noxft_h4845f30_101 conda-forge
toolz 0.12.0 pyhd8ed1ab_0 conda-forge
typing-extensions 4.8.0 hd8ed1ab_0 conda-forge
typing_extensions 4.8.0 pyha770c72_0 conda-forge
tzdata 2023c h71feb2d_0 conda-forge
wheel 0.42.0 pyhd8ed1ab_0 conda-forge
xarray 2023.11.0 pyhd8ed1ab_0 conda-forge
xarray-einstats 0.6.0 pyhd8ed1ab_0 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 1.8.7 h8ee46fc_0 conda-forge
xorg-libxau 1.0.11 hd590300_0 conda-forge
xorg-libxdmcp 1.1.3 h7f98852_0 conda-forge
xorg-libxext 1.3.4 h0b41bf4_2 conda-forge
xorg-libxrender 0.9.11 hd590300_0 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 h7f98852_1007 conda-forge
xz 5.2.6 h166bdaf_0 conda-forge
zlib 1.2.13 hd590300_5 conda-forge
zstd 1.5.5 hfc55251_0 conda-forge

Is this a fresh env, or did you conda install into the same one you had previously pip installed into?

I created a new env and installed pymc -
conda create -c conda_forge -n pymc_env “pymc=5.10.0”

Having similar issues on my end when performing a fresh conda install using the recommended install command.

Conda install command:
conda create -c conda-forge -n pymc_env "pymc>=5"

When attempting the following imports in a jupyter notebook, I get the following error:

import arviz as az
import numpy as np
import pandas as pd
import math
import pymc as pm
import pytensor
import pytensor.tensor as pt
import scipy.stats as stats

import matplotlib.pyplot as plt
---------------------------------------------------------------------------
NoSectionError                            Traceback (most recent call last)
File ~/miniconda3/envs/pymc_env/lib/python3.11/site-packages/pytensor/configparser.py:201, in PyTensorConfigParser.fetch_val_for_key(self, key, delete_key)
    200 try:
--> 201     return self._pytensor_cfg.get(section, option)
    202 except InterpolationError:

File ~/miniconda3/envs/pymc_env/lib/python3.11/configparser.py:797, in RawConfigParser.get(self, section, option, raw, vars, fallback)
    796 try:
--> 797     d = self._unify_values(section, vars)
    798 except NoSectionError:

File ~/miniconda3/envs/pymc_env/lib/python3.11/configparser.py:1168, in RawConfigParser._unify_values(self, section, vars)
   1167     if section != self.default_section:
-> 1168         raise NoSectionError(section) from None
   1169 # Update with the entry specific variables

NoSectionError: No section: 'blas'

During handling of the above exception, another exception occurred:

KeyError                                  Traceback (most recent call last)
File ~/miniconda3/envs/pymc_env/lib/python3.11/site-packages/pytensor/configparser.py:317, in ConfigParam.__get__(self, cls, type_, delete_key)
    316 try:
--> 317     val_str = cls.fetch_val_for_key(self.name, delete_key=delete_key)
...
-> 2720     blas_info = np.__config__.get_info("blas_opt")
   2722     # If we are in a EPD installation, mkl is available
   2723     if "EPD" in sys.version:

AttributeError: module 'numpy.__config__' has no attribute 'get_info'

That suggests you have installed an old version of PyMC and numpy>2.6. Can you confirm which version of PyMC got installed?

Interesting, is this just a result of conda trying to find compatible versions?

From the conda environment:

pymc                      5.6.1           py311hea593b9_0
numpy                     1.26.2          py311h6d074dd_0

Probably conda is installing from the defaults channel and not conda-forge: BUG: Can not run 'AttributeError: module 'numpy.__config__' has no attribute 'get_info'' · Issue #7043 · pymc-devs/pymc · GitHub

Ah gotcha, adding nodefaults worked for me, thank you!

If I am not using Conda but Pycharm and getting the same warning, do I:

  1. Set warning level
  2. Install a particular package

Thanks

You can still use conda as the interpreter/package manager in a pycharm project

Hi, did you solve this problem? I also created a new env and got the same warning.

OP’s question is not resolved. I get the same warning (WARNING (pytensor.tensor.blas): Using NumPy C-API based implementation for BLAS functions.) installing in a fresh conda environment on an M1 macbook pro using the recommended command:

  • conda create -c conda-forge -n pymc_env "pymc>=5"

My .condarc:

Summary
auto_activate_base: false
changeps1: true
channels:
  - conda-forge
  - defaults
channel_priority: strict

conda list output:

Summary
accelerate                0.30.1             pyhd8ed1ab_0    conda-forge
arviz                     0.18.0             pyhd8ed1ab_0    conda-forge
atk-1.0                   2.38.0               hd03087b_2    conda-forge
blas                      2.122                  openblas    conda-forge
blas-devel                3.9.0           22_osxarm64_openblas    conda-forge
brotli                    1.1.0                hb547adb_1    conda-forge
brotli-bin                1.1.0                hb547adb_1    conda-forge
brotli-python             1.1.0           py312h9f69965_1    conda-forge
bzip2                     1.0.8                h93a5062_5    conda-forge
c-ares                    1.28.1               h93a5062_0    conda-forge
ca-certificates           2024.2.2             hf0a4a13_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                5.3.3              pyhd8ed1ab_0    conda-forge
cairo                     1.18.0               hd1e100b_0    conda-forge
cctools_osx-arm64         986                  h62378fb_0    conda-forge
certifi                   2024.2.2           pyhd8ed1ab_0    conda-forge
charset-normalizer        3.3.2              pyhd8ed1ab_0    conda-forge
clang                     16.0.6               h30cc82d_6    conda-forge
clang-16                  16.0.6          default_he012953_6    conda-forge
clang_impl_osx-arm64      16.0.6              hc421ffc_14    conda-forge
clang_osx-arm64           16.0.6              h54d7cd3_14    conda-forge
clangxx                   16.0.6          default_h4cf2255_6    conda-forge
clangxx_impl_osx-arm64    16.0.6              hcd7bac0_14    conda-forge
clangxx_osx-arm64         16.0.6              h54d7cd3_14    conda-forge
cloudpickle               3.0.0              pyhd8ed1ab_0    conda-forge
colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
compiler-rt               16.0.6               h3808999_2    conda-forge
compiler-rt_osx-arm64     16.0.6               h3808999_2    conda-forge
cons                      0.4.6              pyhd8ed1ab_0    conda-forge
contourpy                 1.2.1           py312h0fef576_0    conda-forge
cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
dm-tree                   0.1.8           py312h1a610f3_4    conda-forge
etuples                   0.3.9              pyhd8ed1ab_0    conda-forge
expat                     2.6.2                hebf3989_0    conda-forge
filelock                  3.14.0             pyhd8ed1ab_0    conda-forge
font-ttf-dejavu-sans-mono 2.37                 hab24e00_0    conda-forge
font-ttf-inconsolata      3.000                h77eed37_0    conda-forge
font-ttf-source-code-pro  2.038                h77eed37_0    conda-forge
font-ttf-ubuntu           0.83                 h77eed37_2    conda-forge
fontconfig                2.14.2               h82840c6_0    conda-forge
fonts-conda-ecosystem     1                             0    conda-forge
fonts-conda-forge         1                             0    conda-forge
fonttools                 4.51.0          py312he37b823_0    conda-forge
freetype                  2.12.1               hadb7bae_2    conda-forge
fribidi                   1.0.10               h27ca646_0    conda-forge
fsspec                    2024.5.0           pyhff2d567_0    conda-forge
gdk-pixbuf                2.42.12              h7ddc832_0    conda-forge
gettext                   0.22.5               h8fbad5d_2    conda-forge
gettext-tools             0.22.5               h8fbad5d_2    conda-forge
giflib                    5.2.2                h93a5062_0    conda-forge
gmp                       6.3.0                hebf3989_1    conda-forge
gmpy2                     2.1.5           py312hfa9fade_1    conda-forge
graphite2                 1.3.13            hebf3989_1003    conda-forge
graphviz                  11.0.0               h9bb9bc9_0    conda-forge
gtk2                      2.24.33              h7895bb2_4    conda-forge
gts                       0.7.6                he42f4ea_4    conda-forge
h5netcdf                  1.3.0              pyhd8ed1ab_0    conda-forge
h5py                      3.11.0          nompi_py312h903599c_101    conda-forge
harfbuzz                  8.5.0                h1836168_0    conda-forge
hdf5                      1.14.3          nompi_h751145d_101    conda-forge
huggingface_hub           0.23.0             pyhd8ed1ab_0    conda-forge
icu                       73.2                 hc8870d7_0    conda-forge
idna                      3.7                pyhd8ed1ab_0    conda-forge
jinja2                    3.1.4              pyhd8ed1ab_0    conda-forge
kiwisolver                1.4.5           py312h389731b_1    conda-forge
krb5                      1.21.2               h92f50d5_0    conda-forge
lcms2                     2.16                 ha0e7c42_0    conda-forge
ld64_osx-arm64            711                  ha4bd21c_0    conda-forge
lerc                      4.0.0                h9a09cb3_0    conda-forge
libabseil                 20240116.2      cxx17_hebf3989_0    conda-forge
libaec                    1.1.3                hebf3989_0    conda-forge
libasprintf               0.22.5               h8fbad5d_2    conda-forge
libasprintf-devel         0.22.5               h8fbad5d_2    conda-forge
libblas                   3.9.0           22_osxarm64_openblas    conda-forge
libbrotlicommon           1.1.0                hb547adb_1    conda-forge
libbrotlidec              1.1.0                hb547adb_1    conda-forge
libbrotlienc              1.1.0                hb547adb_1    conda-forge
libcblas                  3.9.0           22_osxarm64_openblas    conda-forge
libclang-cpp16            16.0.6          default_he012953_6    conda-forge
libcurl                   8.7.1                h2d989ff_0    conda-forge
libcxx                    17.0.6               h5f092b4_0    conda-forge
libdeflate                1.20                 h93a5062_0    conda-forge
libedit                   3.1.20191231         hc8eb9b7_2    conda-forge
libev                     4.33                 h93a5062_2    conda-forge
libexpat                  2.6.2                hebf3989_0    conda-forge
libffi                    3.4.2                h3422bc3_5    conda-forge
libgd                     2.3.3                hfdf3952_9    conda-forge
libgettextpo              0.22.5               h8fbad5d_2    conda-forge
libgettextpo-devel        0.22.5               h8fbad5d_2    conda-forge
libgfortran               5.0.0           13_2_0_hd922786_3    conda-forge
libgfortran5              13.2.0               hf226fd6_3    conda-forge
libglib                   2.80.2               h535f939_0    conda-forge
libiconv                  1.17                 h0d3ecfb_2    conda-forge
libintl                   0.22.5               h8fbad5d_2    conda-forge
libintl-devel             0.22.5               h8fbad5d_2    conda-forge
libjpeg-turbo             3.0.0                hb547adb_1    conda-forge
liblapack                 3.9.0           22_osxarm64_openblas    conda-forge
liblapacke                3.9.0           22_osxarm64_openblas    conda-forge
libllvm16                 16.0.6               haab561b_3    conda-forge
libnghttp2                1.58.0               ha4dd798_1    conda-forge
libopenblas               0.3.27          openmp_h6c19121_0    conda-forge
libpng                    1.6.43               h091b4b1_0    conda-forge
libprotobuf               4.25.3               hbfab5d5_0    conda-forge
librsvg                   2.58.0               hb3d354b_1    conda-forge
libsqlite                 3.45.3               h091b4b1_0    conda-forge
libssh2                   1.11.0               h7a5bd25_0    conda-forge
libtiff                   4.6.0                h07db509_3    conda-forge
libtorch                  2.3.0           cpu_generic_hed86ac2_0    conda-forge
libuv                     1.48.0               h93a5062_0    conda-forge
libwebp                   1.4.0                h54798ee_0    conda-forge
libwebp-base              1.4.0                h93a5062_0    conda-forge
libxcb                    1.15                 hf346824_0    conda-forge
libxml2                   2.12.7               ha661575_0    conda-forge
libzlib                   1.2.13               h53f4e23_5    conda-forge
llvm-openmp               18.1.5               hde57baf_0    conda-forge
llvm-tools                16.0.6               haab561b_3    conda-forge
logical-unification       0.4.6              pyhd8ed1ab_0    conda-forge
markdown-it-py            3.0.0              pyhd8ed1ab_0    conda-forge
markupsafe                2.1.5           py312he37b823_0    conda-forge
matplotlib-base           3.8.4           py312h4479663_2    conda-forge
mdurl                     0.1.2              pyhd8ed1ab_0    conda-forge
minikanren                1.0.3              pyhd8ed1ab_0    conda-forge
mpc                       1.3.1                h91ba8db_0    conda-forge
mpfr                      4.2.1                h41d338b_1    conda-forge
mpmath                    1.3.0              pyhd8ed1ab_0    conda-forge
multipledispatch          0.6.0                      py_0    conda-forge
munkres                   1.1.4              pyh9f0ad1d_0    conda-forge
ncurses                   6.5                  hb89a1cb_0    conda-forge
networkx                  3.3                pyhd8ed1ab_1    conda-forge
nomkl                     1.0                  h5ca1d4c_0    conda-forge
numpy                     1.26.4          py312h8442bc7_0    conda-forge
openblas                  0.3.27          openmp_h55c453e_0    conda-forge
openjpeg                  2.5.2                h9f1df11_0    conda-forge
openssl                   3.3.0                h0d3ecfb_0    conda-forge
packaging                 24.0               pyhd8ed1ab_0    conda-forge
pandas                    2.2.2           py312h8ae5369_1    conda-forge
pango                     1.52.2               hb067d4f_0    conda-forge
pcre2                     10.43                h26f9a81_0    conda-forge
pillow                    10.3.0          py312h8a801b1_0    conda-forge
pip                       24.0               pyhd8ed1ab_0    conda-forge
pixman                    0.43.4               hebf3989_0    conda-forge
psutil                    5.9.8           py312he37b823_0    conda-forge
pthread-stubs             0.4               h27ca646_1001    conda-forge
pygments                  2.18.0             pyhd8ed1ab_0    conda-forge
pymc                      5.15.0               hd8ed1ab_0    conda-forge
pymc-base                 5.15.0             pyhd8ed1ab_0    conda-forge
pyparsing                 3.1.2              pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1              pyha2e5f31_6    conda-forge
pytensor                  2.20.0          py312hfc7750a_1    conda-forge
pytensor-base             2.20.0          py312h88edd18_1    conda-forge
python                    3.12.3          h4a7b5fc_0_cpython    conda-forge
python-dateutil           2.9.0              pyhd8ed1ab_0    conda-forge
python-graphviz           0.20.3             pyh717bed2_0    conda-forge
python-tzdata             2024.1             pyhd8ed1ab_0    conda-forge
python_abi                3.12                    4_cp312    conda-forge
pytorch                   2.3.0           cpu_generic_py312h16b77fb_0    conda-forge
pytz                      2024.1             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0.1           py312h02f2b3b_1    conda-forge
readline                  8.2                  h92ec313_1    conda-forge
requests                  2.31.0             pyhd8ed1ab_0    conda-forge
rich                      13.7.1             pyhd8ed1ab_0    conda-forge
safetensors               0.4.3           py312h5280bc4_0    conda-forge
scipy                     1.13.0          py312h14ffa8f_1    conda-forge
setuptools                69.5.1             pyhd8ed1ab_0    conda-forge
sigtool                   0.1.3                h44b9a77_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
sleef                     3.5.1                h156473d_2    conda-forge
sympy                     1.12            pypyh9d50eac_103    conda-forge
tapi                      1100.0.11            he4954df_0    conda-forge
tk                        8.6.13               h5083fa2_1    conda-forge
toolz                     0.12.1             pyhd8ed1ab_0    conda-forge
tqdm                      4.66.4             pyhd8ed1ab_0    conda-forge
typing-extensions         4.11.0               hd8ed1ab_0    conda-forge
typing_extensions         4.11.0             pyha770c72_0    conda-forge
tzdata                    2024a                h0c530f3_0    conda-forge
urllib3                   2.2.1              pyhd8ed1ab_0    conda-forge
wheel                     0.43.0             pyhd8ed1ab_1    conda-forge
xarray                    2024.5.0           pyhd8ed1ab_0    conda-forge
xarray-einstats           0.7.0              pyhd8ed1ab_0    conda-forge
xorg-libxau               1.0.11               hb547adb_0    conda-forge
xorg-libxdmcp             1.1.3                h27ca646_0    conda-forge
xz                        5.2.6                h57fd34a_0    conda-forge
yaml                      0.2.5                h3422bc3_2    conda-forge
zlib                      1.2.13               h53f4e23_5    conda-forge
zstd                      1.5.6                hb46c0d2_0    conda-forge

Any help would be great, thanks!

@maresb seems like there’s something going on with the Mac/OSX installations?