[BUG] Ridge Regressor, solver='cd' resulted in no algorithm has been implemented

[AquifersBSIM]

Describe the bug
I am running into an issue with using ridge regressor in the cuml library. When using the solver = 'cd', an error appeared that said the following:
"no algorithm with this id has been implemented"
the following is just an example script, to reproduce the error.

Steps/Code to reproduce bug

import cuml
print(cuml.__version__)

from cuml.linear_model import Ridge
import cuml
import cupy as cp

# Test data
X = cp.random.rand(100, 10)
y = cp.random.rand(100)

# Ridge regression with 'cd' solver
ridge = Ridge(alpha=1.0, solver='cd')
ridge.fit(X, y)

Expected behavior

Traceback (most recent call last):
  File "/fred/oz310/BSIM/RR_sandbox/single-gpu-2/v2/tmp/1.py", line 14, in <module>
    ridge.fit(X, y)
  File "/fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/api_decorators.py", line 188, in wrapper
    ret = func(*args, **kwargs)
          ^^^^^^^^^^^^^^^^^^^^^
  File "/fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/api_decorators.py", line 393, in dispatch
    return self.dispatch_func(func_name, gpu_func, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/api_decorators.py", line 190, in wrapper
    return func(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^
  File "base.pyx", line 687, in cuml.internals.base.UniversalBase.dispatch_func
  File "ridge.pyx", line 324, in cuml.linear_model.ridge.Ridge.fit
RuntimeError: exception occurred! file=/opt/conda/conda-bld/work/cpp/src/glm/ridge.cuh line=215: ridgeFit: no algorithm with this id has been implemented
Obtained 21 stack frames
#1 in /fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/../../../../libcuml++.so(+0x20ed2f) [0x1544bc37dd2f]
#2 in /fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/linear_model/ridge.cpython-311-x86_64-linux-gnu.so(+0x26eee) [0x1543cdab8eee]
#3 in /fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/base.cpython-311-x86_64-linux-gnu.so(+0xfa5f) [0x1543cf39ca5f]
#4 in /fred/oz241/BSIM/conda_SVM/SVM/lib/python3.11/site-packages/cuml/internals/base.cpython-311-x86_64-linux-gnu.so(+0x1c041) [0x1543cf3a9041]
#5 in python: _PyEval_EvalFrameDefault +0x4a44 [0x562ae435e6e4]
#6 in python(+0x22ffc2) [0x562ae439bfc2]
#7 in python: _PyEval_EvalFrameDefault +0x4a44 [0x562ae435e6e4]
#8 in python: _PyFunction_Vectorcall +0x181 [0x562ae437d981]
#9 in python: _PyEval_EvalFrameDefault +0x4a44 [0x562ae435e6e4]
#10 in python(+0x2a5a8d) [0x562ae4411a8d]
#11 in python: PyEval_EvalCode +0x9f [0x562ae441111f]
#12 in python(+0x2c408a) [0x562ae443008a]
#13 in python(+0x2bfc13) [0x562ae442bc13]
#14 in python(+0x2d4fb0) [0x562ae4440fb0]
#15 in python: _PyRun_SimpleFileObject +0x1ae [0x562ae444094e]
#16 in python: _PyRun_AnyFileObject +0x44 [0x562ae4440674]
#17 in python: Py_RunMain +0x374 [0x562ae443ad14]
#18 in python: Py_BytesMain +0x37 [0x562ae4401027]
#19 in /lib64/libc.so.6(+0x29590) [0x1544ec580590]
#20 in /lib64/libc.so.6: __libc_start_main +0x80 [0x1544ec580640]
#21 in python(+0x294ecd) [0x562ae4400ecd]

Environment details (please complete the following information):

• Method of cuDF & cuML install: conda

# packages in environment at /fred/oz241/BSIM/conda_SVM/SVM:
#
# Name                    Version                   Build  Channel
_libgcc_mutex             0.1                 conda_forge    conda-forge
_openmp_mutex             4.5                       2_gnu    conda-forge
aimsim-core               2.2.2                    pypi_0    pypi
aiohappyeyeballs          2.4.0                    pypi_0    pypi
aiohttp                   3.10.5                   pypi_0    pypi
aiosignal                 1.3.1                    pypi_0    pypi
alembic                   1.13.2             pyhd8ed1ab_0    conda-forge
alsa-lib                  1.2.12               h4ab18f5_0    conda-forge
astartes                  1.3.0                    pypi_0    pypi
attrs                     24.2.0                   pypi_0    pypi
aws-c-auth                0.7.25               h15d0e8c_6    conda-forge
aws-c-cal                 0.7.3                h8dac057_2    conda-forge
aws-c-common              0.9.27               h4bc722e_0    conda-forge
aws-c-compression         0.2.19               haa50ccc_0    conda-forge
aws-c-event-stream        0.4.3                h570d160_0    conda-forge
aws-c-http                0.8.7                h1c59cda_5    conda-forge
aws-c-io                  0.14.18              hf5b9b93_6    conda-forge
aws-c-mqtt                0.10.4              hc14a930_17    conda-forge
aws-c-s3                  0.6.4                h558cea2_8    conda-forge
aws-c-sdkutils            0.1.19               h038f3f9_2    conda-forge
aws-checksums             0.1.18              h038f3f9_10    conda-forge
aws-crt-cpp               0.27.5               h6e4e78f_8    conda-forge
aws-sdk-cpp               1.11.379             hce093eb_4    conda-forge
azure-core-cpp            1.13.0               h935415a_0    conda-forge
azure-identity-cpp        1.8.0                hd126650_2    conda-forge
azure-storage-blobs-cpp   12.12.0              hd2e3451_0    conda-forge
azure-storage-common-cpp  12.7.0               h10ac4d7_1    conda-forge
azure-storage-files-datalake-cpp 12.11.0              h325d260_1    conda-forge
bokeh                     3.5.2              pyhd8ed1ab_0    conda-forge
brotli                    1.1.0                hb9d3cd8_2    conda-forge
brotli-bin                1.1.0                hb9d3cd8_2    conda-forge
brotli-python             1.1.0           py311hfdbb021_2    conda-forge
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c-ares                    1.33.1               heb4867d_0    conda-forge
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cachetools                5.5.0              pyhd8ed1ab_0    conda-forge
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cffi                      1.17.1          py311hf29c0ef_0    conda-forge
chemprop                  2.0.4                    pypi_0    pypi
click                     8.1.7           unix_pyh707e725_0    conda-forge
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colorama                  0.4.6              pyhd8ed1ab_0    conda-forge
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configargparse            1.7                      pypi_0    pypi
contourpy                 1.3.0           py311hd18a35c_1    conda-forge
cuda-cccl_linux-64        12.5.39                       0    nvidia
cuda-crt-dev_linux-64     12.5.82                       0    nvidia
cuda-crt-tools            12.5.82                       0    nvidia
cuda-cudart               12.5.82                       0    nvidia
cuda-cudart-dev           12.5.82                       0    nvidia
cuda-cudart-dev_linux-64  12.5.82                       0    nvidia
cuda-cudart-static        12.5.82                       0    nvidia
cuda-cudart-static_linux-64 12.5.82                       0    nvidia
cuda-cudart_linux-64      12.5.82                       0    nvidia
cuda-nvcc-dev_linux-64    12.5.82                       0    nvidia
cuda-nvcc-impl            12.5.82                       0    nvidia
cuda-nvcc-tools           12.5.82                       0    nvidia
cuda-nvrtc                12.5.82                       0    nvidia
cuda-nvvm-dev_linux-64    12.5.82                       0    nvidia
cuda-nvvm-impl            12.5.82                       0    nvidia
cuda-nvvm-tools           12.5.82                       0    nvidia
cuda-profiler-api         12.5.39                       0    nvidia
cuda-python               12.6.0          py311h817de4b_0    conda-forge
cuda-version              12.5                          3    nvidia
cudf                      24.08.02        cuda12_py311_240814_ge776742c28_0    rapidsai
cuml                      24.08.00        cuda12_py311_240808_gb17f2dbbe_0    rapidsai
cupy                      13.3.0          py311h1c6efab_0    conda-forge
cupy-core                 13.3.0          py311h95322c3_0    conda-forge
cycler                    0.12.1             pyhd8ed1ab_0    conda-forge
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dask                      2024.7.1           pyhd8ed1ab_0    conda-forge
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dask-cuda                 24.08.02        py311_240807_gdda3243_0    rapidsai
dask-cudf                 24.08.02        cuda12_py311_240814_ge776742c28_0    rapidsai
dask-expr                 1.1.9              pyhd8ed1ab_0    conda-forge
dask-jobqueue             0.9.0              pyhd8ed1ab_0    conda-forge
dbus                      1.13.6               h5008d03_3    conda-forge
dill                      0.3.8                    pypi_0    pypi
distributed               2024.7.1           pyhd8ed1ab_0    conda-forge
distributed-ucxx          0.39.01         py3.11_240807_g19a66b4_0    rapidsai
dlpack                    0.8                  h59595ed_3    conda-forge
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et_xmlfile                1.1.0              pyhd8ed1ab_0    conda-forge
expat                     2.6.3                h5888daf_0    conda-forge
fastrlock                 0.8.2           py311hb755f60_2    conda-forge
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h2                        4.1.0              pyhd8ed1ab_0    conda-forge
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hpack                     4.0.0              pyh9f0ad1d_0    conda-forge
hyperframe                6.0.1              pyhd8ed1ab_0    conda-forge
icu                       75.1                 he02047a_0    conda-forge
idna                      3.7                      pypi_0    pypi
importlib-metadata        8.4.0              pyha770c72_0    conda-forge
importlib_metadata        8.4.0                hd8ed1ab_0    conda-forge
importlib_resources       6.4.5              pyhd8ed1ab_0    conda-forge
jinja2                    3.1.4              pyhd8ed1ab_0    conda-forge
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keyutils                  1.6.1                h166bdaf_0    conda-forge
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krb5                      1.21.3               h659f571_0    conda-forge
lcms2                     2.16                 hb7c19ff_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_he02047a_1    conda-forge
libarrow                  16.1.0          h8756180_21_cpu    conda-forge
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libarrow-dataset          16.1.0          he02047a_21_cpu    conda-forge
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libblas                   3.9.0           23_linux64_openblas    conda-forge
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libcudf                   24.08.02        cuda12_240814_ge776742c28_0    rapidsai
libcufft                  11.2.3.61                     0    nvidia
libcufile                 1.10.0.4             he02047a_0    conda-forge
libcufile-dev             1.10.0.4             he02047a_0    conda-forge
libcuml                   24.08.00        cuda12_240808_gb17f2dbbe_0    rapidsai
libcumlprims              24.08.00        cuda12_240808_g172c6cb_0    rapidsai
libcups                   2.3.3                h4637d8d_4    conda-forge
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libcurand-dev             10.3.6.82                     0    nvidia
libcurl                   8.9.1                hdb1bdb2_0    conda-forge
libcusolver               11.6.3.83                     0    nvidia
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libcusparse               12.5.1.3                      0    nvidia
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libdeflate                1.21                 h4bc722e_0    conda-forge
libdrm                    2.4.123              hb9d3cd8_0    conda-forge
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libgcc                    14.1.0               h77fa898_1    conda-forge
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libgfortran               14.1.0               h69a702a_1    conda-forge
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libgfortran5              14.1.0               hc5f4f2c_1    conda-forge
libgl                     1.7.0                ha4b6fd6_0    conda-forge
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libglvnd                  1.7.0                ha4b6fd6_0    conda-forge
libglx                    1.7.0                ha4b6fd6_0    conda-forge
libgomp                   14.1.0               h77fa898_1    conda-forge
libgoogle-cloud           2.28.0               h26d7fe4_0    conda-forge
libgoogle-cloud-storage   2.28.0               ha262f82_0    conda-forge
libgrpc                   1.62.2               h15f2491_0    conda-forge
libiconv                  1.17                 hd590300_2    conda-forge
libjpeg-turbo             3.0.0                hd590300_1    conda-forge
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liblapack                 3.9.0           23_linux64_openblas    conda-forge
libllvm14                 14.0.6               hcd5def8_4    conda-forge
libllvm18                 18.1.8               h8b73ec9_2    conda-forge
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libnl                     3.10.0               h4bc722e_0    conda-forge
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libnvjitlink              12.5.82                       0    nvidia
libopenblas               0.3.27          pthreads_hac2b453_1    conda-forge
libparquet                16.1.0          haa1307c_21_cpu    conda-forge
libpciaccess              0.18                 hd590300_0    conda-forge
libpng                    1.6.43               h2797004_0    conda-forge
libpq                     16.4                 h2d7952a_1    conda-forge
libprotobuf               4.25.3               h08a7969_0    conda-forge
libraft                   24.08.01        cuda12_240807_g185da16b_0    rapidsai
libraft-headers           24.08.01        cuda12_240807_g185da16b_0    rapidsai
libraft-headers-only      24.08.01        cuda12_240807_g185da16b_0    rapidsai
libre2-11                 2023.09.01           h5a48ba9_2    conda-forge
librmm                    24.08.02        cuda12_240807_g5aa8ebe6_0    rapidsai
libsqlite                 3.46.1               hadc24fc_0    conda-forge
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libstdcxx                 14.1.0               hc0a3c3a_1    conda-forge
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lightning-utilities       0.11.6                   pypi_0    pypi
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locket                    1.0.0              pyhd8ed1ab_0    conda-forge
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matplotlib                3.9.2           py311h38be061_0    conda-forge
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mdurl                     0.1.2              pyhd8ed1ab_0    conda-forge
mhfp                      1.9.6                    pypi_0    pypi
mordredcommunity          2.0.6                    pypi_0    pypi
mpmath                    1.3.0                    pypi_0    pypi
msgpack-python            1.0.8           py311hd18a35c_1    conda-forge
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nvidia-cufft-cu12         11.0.2.54                pypi_0    pypi
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nvidia-cusolver-cu12      11.4.5.107               pypi_0    pypi
nvidia-cusparse-cu12      12.1.0.106               pypi_0    pypi
nvidia-nccl-cu12          2.20.5                   pypi_0    pypi
nvidia-nvjitlink-cu12     12.6.20                  pypi_0    pypi
nvidia-nvtx-cu12          12.1.105                 pypi_0    pypi
nvtx                      0.2.10          py311h459d7ec_0    conda-forge
openjpeg                  2.5.2                h488ebb8_0    conda-forge
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openssl                   3.3.2                hb9d3cd8_0    conda-forge
optuna                    3.6.1              pyhd8ed1ab_0    conda-forge
orc                       2.0.2                h669347b_0    conda-forge
packaging                 24.1               pyhd8ed1ab_0    conda-forge
padelpy                   0.1.16                   pypi_0    pypi
pandas                    2.2.2           py311h14de704_1    conda-forge
partd                     1.4.2              pyhd8ed1ab_0    conda-forge
patsy                     0.5.6              pyhd8ed1ab_0    conda-forge
pcre2                     10.44                hba22ea6_2    conda-forge
pillow                    10.4.0          py311h82a398c_0    conda-forge
pip                       24.2               pyh8b19718_1    conda-forge
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psutil                    6.0.0           py311h9ecbd09_1    conda-forge
pthread-stubs             0.4               h36c2ea0_1001    conda-forge
pyarrow                   16.1.0          py311hbd00459_5    conda-forge
pyarrow-core              16.1.0          py311h9460f28_5_cpu    conda-forge
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pysocks                   1.7.1              pyha2e5f31_6    conda-forge
python                    3.11.9          hb806964_0_cpython    conda-forge
python-dateutil           2.9.0              pyhd8ed1ab_0    conda-forge
python-tzdata             2024.1             pyhd8ed1ab_0    conda-forge
python_abi                3.11                    5_cp311    conda-forge
pytorch-lightning         2.4.0                    pypi_0    pypi
pytz                      2024.1             pyhd8ed1ab_0    conda-forge
pyyaml                    6.0.2           py311h9ecbd09_1    conda-forge
qhull                     2020.2               h434a139_5    conda-forge
qt6-main                  6.7.2                hb12f9c5_5    conda-forge
raft-dask                 24.08.01        cuda12_py311_240807_g185da16b_0    rapidsai
rapids-dask-dependency    24.08.00                   py_0    rapidsai
rdkit                     2024.3.5                 pypi_0    pypi
rdma-core                 53.0                 he02047a_0    conda-forge
re2                       2023.09.01           h7f4b329_2    conda-forge
readline                  8.2                  h8228510_1    conda-forge
rich                      13.7.1             pyhd8ed1ab_0    conda-forge
rmm                       24.08.02        cuda12_py311_240807_g5aa8ebe6_0    rapidsai
s2n                       1.5.1                h3400bea_0    conda-forge
scikit-learn              1.5.1                    pypi_0    pypi
scipy                     1.14.1          py311he1f765f_0    conda-forge
seaborn                   0.13.2               hd8ed1ab_2    conda-forge
seaborn-base              0.13.2             pyhd8ed1ab_2    conda-forge
setuptools                73.0.1             pyhd8ed1ab_0    conda-forge
six                       1.16.0             pyh6c4a22f_0    conda-forge
snappy                    1.2.1                ha2e4443_0    conda-forge
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
spdlog                    1.12.0               hd2e6256_2    conda-forge
sqlalchemy                2.0.34          py311h9ecbd09_0    conda-forge
statsmodels               0.14.2          py311h18e1886_0    conda-forge
sympy                     1.13.2                   pypi_0    pypi
tabulate                  0.9.0                    pypi_0    pypi
tblib                     3.0.0              pyhd8ed1ab_0    conda-forge
threadpoolctl             3.5.0                    pypi_0    pypi
tk                        8.6.13          noxft_h4845f30_101    conda-forge
toolz                     0.12.1             pyhd8ed1ab_0    conda-forge
torch                     2.4.0                    pypi_0    pypi
torchmetrics              1.4.1                    pypi_0    pypi
tornado                   6.4.1           py311h9ecbd09_1    conda-forge
tqdm                      4.66.5             pyhd8ed1ab_0    conda-forge
treelite                  4.3.0           py311he8f9275_0    conda-forge
triton                    3.0.0                    pypi_0    pypi
typing-extensions         4.12.2               hd8ed1ab_0    conda-forge
typing_extensions         4.12.2             pyha770c72_0    conda-forge
tzdata                    2024a                h8827d51_1    conda-forge
ucx                       1.15.0               hda83522_8    conda-forge
ucx-py                    0.39.02         py311_240807_g314778e_0    rapidsai
ucxx                      0.39.01         cuda12_py3.11_240807_g19a66b4_0    rapidsai
urllib3                   2.2.2              pyhd8ed1ab_1    conda-forge
wayland                   1.23.1               h3e06ad9_0    conda-forge
wheel                     0.44.0             pyhd8ed1ab_0    conda-forge
xcb-util                  0.4.1                hb711507_2    conda-forge
xcb-util-cursor           0.1.4                h4ab18f5_2    conda-forge
xcb-util-image            0.4.0                hb711507_2    conda-forge
xcb-util-keysyms          0.4.1                hb711507_0    conda-forge
xcb-util-renderutil       0.3.10               hb711507_0    conda-forge
xcb-util-wm               0.4.2                hb711507_0    conda-forge
xkeyboard-config          2.42                 h4ab18f5_0    conda-forge
xorg-fixesproto           5.0               h7f98852_1002    conda-forge
xorg-inputproto           2.3.2             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-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-libxi                1.7.10               h4bc722e_1    conda-forge
xorg-libxrender           0.9.11               hd590300_0    conda-forge
xorg-libxtst              1.2.5                h4bc722e_0    conda-forge
xorg-libxxf86vm           1.1.5                h4bc722e_1    conda-forge
xorg-recordproto          1.14.2            h7f98852_1002    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
xyzservices               2024.9.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    conda-forge
yarl                      1.9.4                    pypi_0    pypi
zict                      3.0.0              pyhd8ed1ab_0    conda-forge
zipp                      3.20.1             pyhd8ed1ab_0    conda-forge
zlib                      1.3.1                h4ab18f5_1    conda-forge
zstandard                 0.23.0          py311hbc35293_1    conda-forge
zstd                      1.5.6                ha6fb4c9_0    conda-forge

Additional context
Other solver such as 'eig' works just fine.