conda-libmamba-solver
conda-libmamba-solver copied to clipboard
Published
20 hours ago •
conda
conda
conda solver is still extremely slow, even with version 23.10.0
What happened?
How to replicate:
get the following requirements.txt
pytorch
dgl
scipy
numpy
numba
h5py
pythonocc-core==7.5.1
occt==7.5.1
scikit-learn
timm
wandb
torchmetrics
torch-ema
tqdm
run
conda create --name myenv --file requirements.txt --channel conda-forge --channel dglteam
I don't see why on an i7 CPU this would take over an hour. It is still stuck at solving environment...
Conda Details
conda info
active environment : base
active env location : C:\Users\mehdi.tlili\miniconda3
shell level : 1
user config file : C:\Users\mehdi.tlili\.condarc
populated config files :
conda version : 23.10.0
conda-build version : not installed
python version : 3.11.5.final.0
virtual packages : __archspec=1=x86_64
__cuda=12.1=0
__win=0=0
base environment : C:\Users\mehdi.tlili\miniconda3 (writable)
conda av data dir : C:\Users\mehdi.tlili\miniconda3\etc\conda
conda av metadata url : None
channel URLs : https://repo.anaconda.com/pkgs/main/win-64
https://repo.anaconda.com/pkgs/main/noarch
https://repo.anaconda.com/pkgs/r/win-64
https://repo.anaconda.com/pkgs/r/noarch
https://repo.anaconda.com/pkgs/msys2/win-64
https://repo.anaconda.com/pkgs/msys2/noarch
package cache : C:\Users\mehdi.tlili\miniconda3\pkgs
C:\Users\mehdi.tlili\.conda\pkgs
C:\Users\mehdi.tlili\AppData\Local\conda\conda\pkgs
envs directories : C:\Users\mehdi.tlili\miniconda3\envs
C:\Users\mehdi.tlili\.conda\envs
C:\Users\mehdi.tlili\AppData\Local\conda\conda\envs
platform : win-64
user-agent : conda/23.10.0 requests/2.31.0 CPython/3.11.5 Windows/10 Windows/10.0.22621 solver/libmamba conda-libmamba-solver/23.11.1 libmambapy/1.5.3
administrator : False
netrc file : None
offline mode : False
conda list
(base) C:\Users\mehdi.tlili\AAGNet>conda list --show-channel-urls
# packages in environment at C:\Users\mehdi.tlili\miniconda3:
#
# Name Version Build Channel
archspec 0.2.1 pyhd3eb1b0_0 defaults
boltons 23.0.0 py311haa95532_0 defaults
brotli-python 1.0.9 py311hd77b12b_7 defaults
bzip2 1.0.8 he774522_0 defaults
ca-certificates 2023.08.22 haa95532_0 defaults
certifi 2023.7.22 py311haa95532_0 defaults
cffi 1.15.1 py311h2bbff1b_3 defaults
charset-normalizer 2.0.4 pyhd3eb1b0_0 defaults
colorama 0.4.6 py311haa95532_0 defaults
conda 23.10.0 py311haa95532_0 defaults
conda-content-trust 0.2.0 py311haa95532_0 defaults
conda-libmamba-solver 23.11.1 py311haa95532_0 defaults
conda-package-handling 2.2.0 py311haa95532_0 defaults
conda-package-streaming 0.9.0 py311haa95532_0 defaults
console_shortcut_miniconda 0.1.1 haa95532_1 defaults
cryptography 41.0.3 py311h89fc84f_0 defaults
fmt 9.1.0 h6d14046_0 defaults
idna 3.4 py311haa95532_0 defaults
jsonpatch 1.32 pyhd3eb1b0_0 defaults
jsonpointer 2.1 pyhd3eb1b0_0 defaults
libarchive 3.6.2 hb62f4d4_2 defaults
libcurl 8.1.1 h86230a5_0 defaults
libffi 3.4.4 hd77b12b_0 defaults
libiconv 1.16 h2bbff1b_2 defaults
libmamba 1.5.3 hcd6fe79_0 defaults
libmambapy 1.5.3 py311h77c03ed_0 defaults
libsolv 0.7.24 h23ce68f_0 defaults
libssh2 1.10.0 he2ea4bf_2 defaults
libxml2 2.10.4 h0ad7f3c_1 defaults
lz4-c 1.9.4 h2bbff1b_0 defaults
menuinst 1.4.19 py311h59b6b97_1 defaults
openssl 3.0.12 h2bbff1b_0 defaults
packaging 23.1 py311haa95532_0 defaults
pcre2 10.42 h0ff8eda_0 defaults
pip 23.3 py311haa95532_0 defaults
pluggy 1.0.0 py311haa95532_1 defaults
powershell_shortcut_miniconda 0.0.1 haa95532_1 defaults
pybind11-abi 4 hd3eb1b0_1 defaults
pycosat 0.6.6 py311h2bbff1b_0 defaults
pycparser 2.21 pyhd3eb1b0_0 defaults
pyopenssl 23.2.0 py311haa95532_0 defaults
pysocks 1.7.1 py311haa95532_0 defaults
python 3.11.5 he1021f5_0 defaults
reproc 14.2.4 hd77b12b_1 defaults
reproc-cpp 14.2.4 hd77b12b_1 defaults
requests 2.31.0 py311haa95532_0 defaults
ruamel.yaml 0.17.21 py311h2bbff1b_0 defaults
setuptools 68.0.0 py311haa95532_0 defaults
sqlite 3.41.2 h2bbff1b_0 defaults
tk 8.6.12 h2bbff1b_0 defaults
tqdm 4.65.0 py311h746a85d_0 defaults
truststore 0.8.0 py311haa95532_0 defaults
tzdata 2023c h04d1e81_0 defaults
urllib3 1.26.18 py311haa95532_0 defaults
vc 14.2 h21ff451_1 defaults
vs2015_runtime 14.27.29016 h5e58377_2 defaults
wheel 0.41.2 py311haa95532_0 defaults
win_inet_pton 1.1.0 py311haa95532_0 defaults
xz 5.4.2 h8cc25b3_0 defaults
yaml-cpp 0.8.0 hd77b12b_0 defaults
zlib 1.2.13 h8cc25b3_0 defaults
zstandard 0.19.0 py311h2bbff1b_0 defaults
zstd 1.5.5 hd43e919_0 defaults
running this works in reasonable time
conda create -n myenv python=3.9.15
conda activate myenv
conda config --add channels dglteam conda-forge
conda install pytorch
conda install dgl
conda install scipy numpy numba
conda install h5py pythonocc-core==7.5.1 occt==7.5.1
conda install scikit-learn timm wandb torchmetrics torch-ema tqdm
Hi @mehditlili,
Thanks for filing this issue. I can confirm this is indeed pretty slow. We will get the folks working on the new solver integration to take a look.
That said, for me this runs reasonably fast:
CONDA_OVERRIDE_CUDA=12.1 conda create -dnx -c conda-forge -c dglteam -c defaults --override-channels --file ~/reqs.txt --platform win-64
Channels:
- conda-forge
- dglteam
- defaults
Platform: win-64
Collecting package metadata (repodata.json): done
Solving environment: done
==> WARNING: A newer version of conda exists. <==
current version: 23.10.0
latest version: 23.11.0
Please update conda by running
$ conda update -n base -c conda-forge conda
## Package Plan ##
environment location: /Users/jrodriguez/.local/anaconda/envs/x
added / updated specs:
- dgl
- h5py
- numba
- numpy
- occt==7.5.1
- pythonocc-core==7.5.1
- pytorch
- scikit-learn
- scipy
- timm
- torch-ema
- torchmetrics
- tqdm
- wandb
The following packages will be downloaded:
package | build
---------------------------|-----------------
_pytorch_select-0.1 | cpu_0 4 KB defaults
blas-1.0 | mkl 1 KB conda-forge
brotli-python-1.1.0 | py38hd3f51b4_1 314 KB conda-forge
bzip2-1.0.8 | hcfcfb64_5 122 KB conda-forge
ca-certificates-2023.11.17 | h56e8100_0 151 KB conda-forge
cffi-1.16.0 | py38h91455d4_0 229 KB conda-forge
click-8.1.7 | win_pyh7428d3b_0 83 KB conda-forge
curl-8.5.0 | hd5e4a3a_0 146 KB conda-forge
dgl-1.1.2 | py38_0 3.3 MB dglteam
docker-pycreds-0.4.0 | py_0 11 KB conda-forge
double-conversion-3.1.7 | h0e60522_0 116 KB conda-forge
eigen-3.4.0 | h91493d7_0 1.0 MB conda-forge
expat-2.5.0 | h63175ca_1 221 KB conda-forge
ffmpeg-4.3.1 | ha925a31_0 26.2 MB conda-forge
font-ttf-ubuntu-0.83 | h77eed37_1 1.5 MB conda-forge
fontconfig-2.14.2 | hbde0cde_0 186 KB conda-forge
fonts-conda-ecosystem-1 | 0 4 KB conda-forge
fonts-conda-forge-1 | 0 4 KB conda-forge
freeimage-3.18.0 | h064cf08_10 689 KB conda-forge
freetype-2.12.1 | hdaf720e_2 498 KB conda-forge
gitdb-4.0.11 | pyhd8ed1ab_0 52 KB conda-forge
gl2ps-1.4.2 | h0597ee9_0 74 KB conda-forge
glew-2.1.0 | h39d44d4_2 941 KB conda-forge
h5py-3.3.0 |nompi_py38he6c2248_100 1.1 MB conda-forge
hdf4-4.2.15 | h1b1b6ef_5 1.1 MB conda-forge
hdf5-1.10.6 |nompi_he0bbb20_101 19.4 MB conda-forge
imath-3.1.6 | h12be248_1 155 KB conda-forge
intel-openmp-2024.0.0 | h57928b3_49840 2.2 MB conda-forge
jpeg-9e | hcfcfb64_3 283 KB conda-forge
jsoncpp-1.9.4 | h2d74725_3 956 KB conda-forge
jxrlib-1.1 | h8ffe710_2 620 KB conda-forge
krb5-1.21.2 | heb0366b_0 694 KB conda-forge
lcms2-2.14 | h90d422f_0 988 KB conda-forge
lerc-4.0.0 | h63175ca_0 190 KB conda-forge
libabseil-20230802.1 | cxx17_h63175ca_0 1.7 MB conda-forge
libblas-3.9.0 | 8_mkl 3.9 MB conda-forge
libcblas-3.9.0 | 8_mkl 3.9 MB conda-forge
libcurl-8.5.0 | hd5e4a3a_0 316 KB conda-forge
libdeflate-1.14 | hcfcfb64_0 73 KB conda-forge
libexpat-2.5.0 | h63175ca_1 135 KB conda-forge
libffi-3.4.2 | h8ffe710_5 41 KB conda-forge
libiconv-1.17 | h8ffe710_0 698 KB conda-forge
liblapack-3.9.0 | 8_mkl 3.9 MB conda-forge
libnetcdf-4.8.0 |nompi_hf689e7d_103 661 KB conda-forge
libogg-1.3.4 | h8ffe710_1 34 KB conda-forge
libpng-1.6.39 | h19919ed_0 336 KB conda-forge
libprotobuf-4.24.4 | hb8276f3_0 5.0 MB conda-forge
libraw-0.20.2 | h3eb7d9d_2 582 KB conda-forge
libsqlite-3.44.2 | hcfcfb64_0 833 KB conda-forge
libssh2-1.11.0 | h7dfc565_0 261 KB conda-forge
libtheora-1.1.1 | h8d14728_1005 201 KB conda-forge
libtiff-4.4.0 | hc4f729c_5 787 KB conda-forge
libwebp-base-1.3.2 | hcfcfb64_0 263 KB conda-forge
libxcb-1.13 | hcd874cb_1004 1.3 MB conda-forge
libxml2-2.10.4 | hc3477c8_0 1.7 MB conda-forge
libzip-1.10.1 | h1d365fa_3 143 KB conda-forge
libzlib-1.2.13 | hcfcfb64_5 54 KB conda-forge
llvmlite-0.36.0 | py38h57a6900_0 15.1 MB conda-forge
loguru-0.7.2 | py38haa244fe_1 95 KB conda-forge
lz4-c-1.9.3 | h8ffe710_1 135 KB conda-forge
mkl-2020.4 | hb70f87d_311 172.4 MB conda-forge
mkl-service-2.3.0 | py38h1e8a9f7_2 51 KB conda-forge
ninja-1.11.1 | h91493d7_0 273 KB conda-forge
numba-0.53.1 | py38h99fac5f_1 3.7 MB conda-forge
numpy-1.20.3 | py38hec0b029_2 5.1 MB conda-forge
occt-7.5.1 | h60997fb_2 26.9 MB conda-forge
openexr-3.1.5 | h97333cc_2 1.1 MB conda-forge
openjpeg-2.5.0 | hc9384bd_1 256 KB conda-forge
openssl-3.2.0 | hcfcfb64_1 7.9 MB conda-forge
pathtools-0.1.2 | py_1 8 KB conda-forge
pillow-9.2.0 | py38h3cd753b_3 45.4 MB conda-forge
platformdirs-4.1.0 | pyhd8ed1ab_0 20 KB conda-forge
pooch-1.8.0 | pyhd8ed1ab_0 51 KB conda-forge
proj-7.2.0 | h1cfcee9_2 2.8 MB conda-forge
protobuf-4.24.4 | py38hd545272_0 301 KB conda-forge
psutil-5.9.5 | py38h91455d4_1 366 KB conda-forge
pthread-stubs-0.4 | hcd874cb_1001 6 KB conda-forge
pugixml-1.11.4 | h63175ca_1 109 KB conda-forge
pyreadline-2.1 |py38haa244fe_1008 154 KB conda-forge
pysocks-1.7.1 | pyh0701188_6 19 KB conda-forge
python-3.8.18 |h4de0772_0_cpython 17.2 MB conda-forge
python_abi-3.8 | 4_cp38 7 KB conda-forge
pythonocc-core-7.5.1 | py38h030ce49_1 38.0 MB conda-forge
pytorch-1.4.0 |cpu_py38ha775e86_0 56.9 MB defaults
pyyaml-6.0.1 | py38h91455d4_1 148 KB conda-forge
rapidjson-1.1.0 | ha925a31_1002 104 KB conda-forge
scikit-learn-1.2.2 | py38h42e183d_1 6.3 MB conda-forge
scipy-1.10.1 | py38h0f6ee2a_0 22.5 MB conda-forge
sentry-sdk-1.38.0 | pyhd8ed1ab_0 161 KB conda-forge
setproctitle-1.3.3 | py38h91455d4_0 19 KB conda-forge
smmap-5.0.0 | pyhd8ed1ab_0 22 KB conda-forge
sqlite-3.44.2 | hcfcfb64_0 836 KB conda-forge
tbb-2020.2 | h2d74725_4 175 KB conda-forge
tbb-devel-2020.2 | h2d74725_4 2.3 MB conda-forge
threadpoolctl-3.2.0 | pyha21a80b_0 20 KB conda-forge
timm-0.6.11 | pyhd8ed1ab_0 323 KB conda-forge
tk-8.6.13 | h5226925_1 3.3 MB conda-forge
torch-ema-0.3 | pyhd8ed1ab_0 9 KB conda-forge
torchmetrics-0.10.3 | pyhd8ed1ab_0 245 KB conda-forge
torchvision-0.13.1 |cpu_py38h378ed51_0 6.1 MB defaults
typing_extensions-4.9.0 | pyha770c72_0 35 KB conda-forge
utfcpp-4.0.4 | h57928b3_0 14 KB conda-forge
vs2015_runtime-14.36.32532 | h05e6639_17 17 KB conda-forge
vtk-9.0.1 |no_osmesa_py38hfdc4fc0_107 28.2 MB conda-forge
wandb-0.16.1 | pyhd8ed1ab_0 1.4 MB conda-forge
win32_setctime-1.1.0 | pyhd8ed1ab_0 7 KB conda-forge
win_inet_pton-1.1.0 | pyhd8ed1ab_6 8 KB conda-forge
xorg-libxau-1.0.11 | hcd874cb_0 50 KB conda-forge
xorg-libxdmcp-1.1.3 | hcd874cb_0 66 KB conda-forge
xz-5.2.6 | h8d14728_0 213 KB conda-forge
yaml-0.2.5 | h8ffe710_2 62 KB conda-forge
zlib-1.2.13 | hcfcfb64_5 105 KB conda-forge
zstd-1.5.5 | h12be248_0 335 KB conda-forge
------------------------------------------------------------
Total: 557.3 MB
The following NEW packages will be INSTALLED:
_pytorch_select pkgs/main/win-64::_pytorch_select-0.1-cpu_0
appdirs conda-forge/noarch::appdirs-1.4.4-pyh9f0ad1d_0
blas conda-forge/win-64::blas-1.0-mkl
brotli-python conda-forge/win-64::brotli-python-1.1.0-py38hd3f51b4_1
bzip2 conda-forge/win-64::bzip2-1.0.8-hcfcfb64_5
ca-certificates conda-forge/win-64::ca-certificates-2023.11.17-h56e8100_0
cached-property conda-forge/noarch::cached-property-1.5.2-hd8ed1ab_1
cached_property conda-forge/noarch::cached_property-1.5.2-pyha770c72_1
certifi conda-forge/noarch::certifi-2023.11.17-pyhd8ed1ab_0
cffi conda-forge/win-64::cffi-1.16.0-py38h91455d4_0
charset-normalizer conda-forge/noarch::charset-normalizer-3.3.2-pyhd8ed1ab_0
click conda-forge/noarch::click-8.1.7-win_pyh7428d3b_0
colorama conda-forge/noarch::colorama-0.4.6-pyhd8ed1ab_0
curl conda-forge/win-64::curl-8.5.0-hd5e4a3a_0
dgl dglteam/win-64::dgl-1.1.2-py38_0
docker-pycreds conda-forge/noarch::docker-pycreds-0.4.0-py_0
double-conversion conda-forge/win-64::double-conversion-3.1.7-h0e60522_0
eigen conda-forge/win-64::eigen-3.4.0-h91493d7_0
expat conda-forge/win-64::expat-2.5.0-h63175ca_1
ffmpeg conda-forge/win-64::ffmpeg-4.3.1-ha925a31_0
font-ttf-dejavu-s~ conda-forge/noarch::font-ttf-dejavu-sans-mono-2.37-hab24e00_0
font-ttf-inconsol~ conda-forge/noarch::font-ttf-inconsolata-3.000-h77eed37_0
font-ttf-source-c~ conda-forge/noarch::font-ttf-source-code-pro-2.038-h77eed37_0
font-ttf-ubuntu conda-forge/noarch::font-ttf-ubuntu-0.83-h77eed37_1
fontconfig conda-forge/win-64::fontconfig-2.14.2-hbde0cde_0
fonts-conda-ecosy~ conda-forge/noarch::fonts-conda-ecosystem-1-0
fonts-conda-forge conda-forge/noarch::fonts-conda-forge-1-0
freeimage conda-forge/win-64::freeimage-3.18.0-h064cf08_10
freetype conda-forge/win-64::freetype-2.12.1-hdaf720e_2
gitdb conda-forge/noarch::gitdb-4.0.11-pyhd8ed1ab_0
gitpython conda-forge/noarch::gitpython-3.1.40-pyhd8ed1ab_0
gl2ps conda-forge/win-64::gl2ps-1.4.2-h0597ee9_0
glew conda-forge/win-64::glew-2.1.0-h39d44d4_2
h5py conda-forge/win-64::h5py-3.3.0-nompi_py38he6c2248_100
hdf4 conda-forge/win-64::hdf4-4.2.15-h1b1b6ef_5
hdf5 conda-forge/win-64::hdf5-1.10.6-nompi_he0bbb20_101
idna conda-forge/noarch::idna-3.6-pyhd8ed1ab_0
imath conda-forge/win-64::imath-3.1.6-h12be248_1
intel-openmp conda-forge/win-64::intel-openmp-2024.0.0-h57928b3_49840
joblib conda-forge/noarch::joblib-1.3.2-pyhd8ed1ab_0
jpeg conda-forge/win-64::jpeg-9e-hcfcfb64_3
jsoncpp conda-forge/win-64::jsoncpp-1.9.4-h2d74725_3
jxrlib conda-forge/win-64::jxrlib-1.1-h8ffe710_2
krb5 conda-forge/win-64::krb5-1.21.2-heb0366b_0
lcms2 conda-forge/win-64::lcms2-2.14-h90d422f_0
lerc conda-forge/win-64::lerc-4.0.0-h63175ca_0
libabseil conda-forge/win-64::libabseil-20230802.1-cxx17_h63175ca_0
libblas conda-forge/win-64::libblas-3.9.0-8_mkl
libcblas conda-forge/win-64::libcblas-3.9.0-8_mkl
libcurl conda-forge/win-64::libcurl-8.5.0-hd5e4a3a_0
libdeflate conda-forge/win-64::libdeflate-1.14-hcfcfb64_0
libexpat conda-forge/win-64::libexpat-2.5.0-h63175ca_1
libffi conda-forge/win-64::libffi-3.4.2-h8ffe710_5
libiconv conda-forge/win-64::libiconv-1.17-h8ffe710_0
liblapack conda-forge/win-64::liblapack-3.9.0-8_mkl
libnetcdf conda-forge/win-64::libnetcdf-4.8.0-nompi_hf689e7d_103
libogg conda-forge/win-64::libogg-1.3.4-h8ffe710_1
libpng conda-forge/win-64::libpng-1.6.39-h19919ed_0
libprotobuf conda-forge/win-64::libprotobuf-4.24.4-hb8276f3_0
libraw conda-forge/win-64::libraw-0.20.2-h3eb7d9d_2
libsqlite conda-forge/win-64::libsqlite-3.44.2-hcfcfb64_0
libssh2 conda-forge/win-64::libssh2-1.11.0-h7dfc565_0
libtheora conda-forge/win-64::libtheora-1.1.1-h8d14728_1005
libtiff conda-forge/win-64::libtiff-4.4.0-hc4f729c_5
libwebp-base conda-forge/win-64::libwebp-base-1.3.2-hcfcfb64_0
libxcb conda-forge/win-64::libxcb-1.13-hcd874cb_1004
libxml2 conda-forge/win-64::libxml2-2.10.4-hc3477c8_0
libzip conda-forge/win-64::libzip-1.10.1-h1d365fa_3
libzlib conda-forge/win-64::libzlib-1.2.13-hcfcfb64_5
llvmlite conda-forge/win-64::llvmlite-0.36.0-py38h57a6900_0
loguru conda-forge/win-64::loguru-0.7.2-py38haa244fe_1
lz4-c conda-forge/win-64::lz4-c-1.9.3-h8ffe710_1
m2w64-gcc-libgfor~ conda-forge/win-64::m2w64-gcc-libgfortran-5.3.0-6
m2w64-gcc-libs conda-forge/win-64::m2w64-gcc-libs-5.3.0-7
m2w64-gcc-libs-co~ conda-forge/win-64::m2w64-gcc-libs-core-5.3.0-7
m2w64-gmp conda-forge/win-64::m2w64-gmp-6.1.0-2
m2w64-libwinpthre~ conda-forge/win-64::m2w64-libwinpthread-git-5.0.0.4634.697f757-2
mkl conda-forge/win-64::mkl-2020.4-hb70f87d_311
mkl-service conda-forge/win-64::mkl-service-2.3.0-py38h1e8a9f7_2
msys2-conda-epoch conda-forge/win-64::msys2-conda-epoch-20160418-1
networkx conda-forge/noarch::networkx-3.1-pyhd8ed1ab_0
ninja conda-forge/win-64::ninja-1.11.1-h91493d7_0
numba conda-forge/win-64::numba-0.53.1-py38h99fac5f_1
numpy conda-forge/win-64::numpy-1.20.3-py38hec0b029_2
occt conda-forge/win-64::occt-7.5.1-h60997fb_2
openexr conda-forge/win-64::openexr-3.1.5-h97333cc_2
openjpeg conda-forge/win-64::openjpeg-2.5.0-hc9384bd_1
openssl conda-forge/win-64::openssl-3.2.0-hcfcfb64_1
packaging conda-forge/noarch::packaging-23.2-pyhd8ed1ab_0
pathtools conda-forge/noarch::pathtools-0.1.2-py_1
pillow conda-forge/win-64::pillow-9.2.0-py38h3cd753b_3
platformdirs conda-forge/noarch::platformdirs-4.1.0-pyhd8ed1ab_0
pooch conda-forge/noarch::pooch-1.8.0-pyhd8ed1ab_0
proj conda-forge/win-64::proj-7.2.0-h1cfcee9_2
protobuf conda-forge/win-64::protobuf-4.24.4-py38hd545272_0
psutil conda-forge/win-64::psutil-5.9.5-py38h91455d4_1
pthread-stubs conda-forge/win-64::pthread-stubs-0.4-hcd874cb_1001
pugixml conda-forge/win-64::pugixml-1.11.4-h63175ca_1
pycparser conda-forge/noarch::pycparser-2.21-pyhd8ed1ab_0
pyreadline conda-forge/win-64::pyreadline-2.1-py38haa244fe_1008
pysocks conda-forge/noarch::pysocks-1.7.1-pyh0701188_6
python conda-forge/win-64::python-3.8.18-h4de0772_0_cpython
python_abi conda-forge/win-64::python_abi-3.8-4_cp38
pythonocc-core conda-forge/win-64::pythonocc-core-7.5.1-py38h030ce49_1
pytorch pkgs/main/win-64::pytorch-1.4.0-cpu_py38ha775e86_0
pyyaml conda-forge/win-64::pyyaml-6.0.1-py38h91455d4_1
rapidjson conda-forge/win-64::rapidjson-1.1.0-ha925a31_1002
requests conda-forge/noarch::requests-2.31.0-pyhd8ed1ab_0
scikit-learn conda-forge/win-64::scikit-learn-1.2.2-py38h42e183d_1
scipy conda-forge/win-64::scipy-1.10.1-py38h0f6ee2a_0
sentry-sdk conda-forge/noarch::sentry-sdk-1.38.0-pyhd8ed1ab_0
setproctitle conda-forge/win-64::setproctitle-1.3.3-py38h91455d4_0
setuptools conda-forge/noarch::setuptools-68.2.2-pyhd8ed1ab_0
six conda-forge/noarch::six-1.16.0-pyh6c4a22f_0
smmap conda-forge/noarch::smmap-5.0.0-pyhd8ed1ab_0
sqlite conda-forge/win-64::sqlite-3.44.2-hcfcfb64_0
tbb conda-forge/win-64::tbb-2020.2-h2d74725_4
tbb-devel conda-forge/win-64::tbb-devel-2020.2-h2d74725_4
threadpoolctl conda-forge/noarch::threadpoolctl-3.2.0-pyha21a80b_0
timm conda-forge/noarch::timm-0.6.11-pyhd8ed1ab_0
tk conda-forge/win-64::tk-8.6.13-h5226925_1
torch-ema conda-forge/noarch::torch-ema-0.3-pyhd8ed1ab_0
torchmetrics conda-forge/noarch::torchmetrics-0.10.3-pyhd8ed1ab_0
torchvision pkgs/main/win-64::torchvision-0.13.1-cpu_py38h378ed51_0
tqdm conda-forge/noarch::tqdm-4.66.1-pyhd8ed1ab_0
typing_extensions conda-forge/noarch::typing_extensions-4.9.0-pyha770c72_0
ucrt conda-forge/win-64::ucrt-10.0.22621.0-h57928b3_0
urllib3 conda-forge/noarch::urllib3-2.1.0-pyhd8ed1ab_0
utfcpp conda-forge/win-64::utfcpp-4.0.4-h57928b3_0
vc conda-forge/win-64::vc-14.3-h64f974e_17
vc14_runtime conda-forge/win-64::vc14_runtime-14.36.32532-hdcecf7f_17
vs2015_runtime conda-forge/win-64::vs2015_runtime-14.36.32532-h05e6639_17
vtk conda-forge/win-64::vtk-9.0.1-no_osmesa_py38hfdc4fc0_107
wandb conda-forge/noarch::wandb-0.16.1-pyhd8ed1ab_0
win32_setctime conda-forge/noarch::win32_setctime-1.1.0-pyhd8ed1ab_0
win_inet_pton conda-forge/noarch::win_inet_pton-1.1.0-pyhd8ed1ab_6
xorg-libxau conda-forge/win-64::xorg-libxau-1.0.11-hcd874cb_0
xorg-libxdmcp conda-forge/win-64::xorg-libxdmcp-1.1.3-hcd874cb_0
xz conda-forge/win-64::xz-5.2.6-h8d14728_0
yaml conda-forge/win-64::yaml-0.2.5-h8ffe710_2
zlib conda-forge/win-64::zlib-1.2.13-hcfcfb64_5
zstd conda-forge/win-64::zstd-1.5.5-h12be248_0
Also, are you using strict channel priority? Just add --strict-channel-priority to the command. The advice in https://conda.github.io/conda-libmamba-solver/user-guide/performance/ might also come handy (i.e. be more specific about the package versions you want; setting a version for python might help!).