Having trouble installing Orion with conda

[lebrice]

Describe the bug
Getting some weird conflict issues when trying to install Orion using conda.

Here's the script I'm using:

#!/bin/bash
#SBATCH --gres=gpu:1
#SBATCH --cpus-per-task=1
#SBATCH --mem=16G
#SBATCH --time=00:30:00
#SBATCH --partition=main

# NOTE: Run this either with `sbatch make_env.sh` or within an interactive job with `salloc`:
# salloc --gres=gpu:1 --cpus-per-task=1 --mem=16G --time=00:30:00

# Exit on error
set -e

module --quiet purge
module load anaconda/3
module load cuda/11.7

ENV_PATH="$SCRATCH/conda/pytorch_orion"

# Create the environment:
conda create --yes --prefix $ENV_PATH python=3.9 pytorch torchvision torchaudio pytorch-cuda=11.7 --channel pytorch --channel nvidia
# Install as many packages as possible with Conda:
conda install --yes --prefix $ENV_PATH tqdm rich --channel conda-forge
conda install --yes --prefix $ENV_PATH orion --channel epistimio
# Activate the environment:
conda activate $ENV_PATH
# Install the rest of the dependencies with pip:
# pip install rich
conda env export --no-builds --from-history --file environment.yaml

Here is the output I'm getting:

$ conda install -c epistimio orion
Collecting package metadata (current_repodata.json): done
Solving environment: | 
The environment is inconsistent, please check the package plan carefully
The following packages are causing the inconsistency:

  - defaults/linux-64::libstdcxx-ng==11.2.0=h1234567_1
  - defaults/linux-64::libgcc-ng==11.2.0=h1234567_1
  - defaults/linux-64::bzip2==1.0.8=h7b6447c_0
  - defaults/linux-64::giflib==5.2.1=h5eee18b_3
  - defaults/linux-64::gmp==6.2.1=h295c915_3
  - defaults/linux-64::jpeg==9e=h5eee18b_1
  - defaults/linux-64::lame==3.100=h7b6447c_0
  - defaults/linux-64::lerc==3.0=h295c915_0
  - defaults/linux-64::libdeflate==1.17=h5eee18b_0
  - defaults/linux-64::libffi==3.4.4=h6a678d5_0
  - defaults/linux-64::libiconv==1.16=h7f8727e_2
  - defaults/linux-64::libtasn1==4.19.0=h5eee18b_0
  - defaults/linux-64::libunistring==0.9.10=h27cfd23_0
  - defaults/linux-64::libwebp-base==1.2.4=h5eee18b_1
  - defaults/linux-64::lz4-c==1.9.4=h6a678d5_0
  - defaults/linux-64::ncurses==6.4=h6a678d5_0
  - defaults/linux-64::openh264==2.1.1=h4ff587b_0
  - defaults/linux-64::openssl==3.0.10=h7f8727e_0
  - defaults/linux-64::tbb==2021.8.0=hdb19cb5_0
  - defaults/linux-64::xz==5.4.2=h5eee18b_0
  - defaults/linux-64::zlib==1.2.13=h5eee18b_0
  - defaults/linux-64::intel-openmp==2023.1.0=hdb19cb5_46305
  - defaults/linux-64::libidn2==2.3.4=h5eee18b_0
  - defaults/linux-64::libpng==1.6.39=h5eee18b_0
  - defaults/linux-64::mpfr==4.0.2=hb69a4c5_1
  - defaults/linux-64::nettle==3.7.3=hbbd107a_1
  - defaults/linux-64::readline==8.2=h5eee18b_0
  - defaults/linux-64::tk==8.6.12=h1ccaba5_0
  - defaults/linux-64::zstd==1.5.5=hc292b87_0
  - defaults/linux-64::freetype==2.12.1=h4a9f257_0
  - defaults/linux-64::gnutls==3.6.15=he1e5248_0
  - defaults/linux-64::libtiff==4.5.0=h6a678d5_2
  - defaults/linux-64::mkl==2023.1.0=h6d00ec8_46342
  - defaults/linux-64::mpc==1.1.0=h10f8cd9_1
  - defaults/linux-64::sqlite==3.41.2=h5eee18b_0
  - pytorch/linux-64::ffmpeg==4.3=hf484d3e_0
  - defaults/linux-64::lcms2==2.12=h3be6417_0
  - defaults/linux-64::libwebp==1.2.4=h11a3e52_1
  - defaults/linux-64::python==3.9.17=h955ad1f_0
  - defaults/linux-64::certifi==2023.7.22=py39h06a4308_0
  - defaults/noarch::charset-normalizer==2.0.4=pyhd3eb1b0_0
  - defaults/linux-64::filelock==3.9.0=py39h06a4308_0
  - defaults/linux-64::gmpy2==2.1.2=py39heeb90bb_0
  - defaults/linux-64::idna==3.4=py39h06a4308_0
  - defaults/linux-64::markupsafe==2.1.1=py39h7f8727e_0
  - defaults/linux-64::mkl-service==2.4.0=py39h5eee18b_1
  - defaults/linux-64::mpmath==1.3.0=py39h06a4308_0
  - defaults/linux-64::networkx==3.1=py39h06a4308_0
  - defaults/linux-64::pillow==9.4.0=py39h6a678d5_0
  - defaults/noarch::pycparser==2.21=pyhd3eb1b0_0
  - defaults/linux-64::pysocks==1.7.1=py39h06a4308_0
  - defaults/linux-64::setuptools==68.0.0=py39h06a4308_0
  - defaults/linux-64::typing_extensions==4.7.1=py39h06a4308_0
  - defaults/linux-64::wheel==0.38.4=py39h06a4308_0
  - defaults/linux-64::cffi==1.15.1=py39h5eee18b_3
  - defaults/linux-64::jinja2==3.1.2=py39h06a4308_0
  - defaults/linux-64::numpy-base==1.25.2=py39hb5e798b_0
  - defaults/linux-64::pip==23.2.1=py39h06a4308_0
  - defaults/linux-64::sympy==1.11.1=py39h06a4308_0
  - defaults/linux-64::brotlipy==0.7.0=py39h27cfd23_1003
  - defaults/linux-64::cryptography==41.0.2=py39h22a60cf_0
  - defaults/linux-64::pyopenssl==23.2.0=py39h06a4308_0
  - defaults/linux-64::urllib3==1.26.16=py39h06a4308_0
  - defaults/linux-64::requests==2.31.0=py39h06a4308_0
  - defaults/linux-64::mkl_fft==1.3.6=py39h417a72b_1
  - defaults/linux-64::mkl_random==1.2.2=py39h417a72b_1
  - defaults/linux-64::numpy==1.25.2=py39h5f9d8c6_0
  - pytorch/linux-64::pytorch==2.0.1=py3.9_cuda11.7_cudnn8.5.0_0
  - pytorch/linux-64::torchaudio==2.0.2=py39_cu117
  - pytorch/linux-64::torchtriton==2.0.0=py39
  - pytorch/linux-64::torchvision==0.15.2=py39_cu117
  - conda-forge/noarch::colorama==0.4.6=pyhd8ed1ab_0
  - conda-forge/noarch::mdurl==0.1.0=pyhd8ed1ab_0
  - conda-forge/noarch::pygments==2.16.1=pyhd8ed1ab_0
  - conda-forge/noarch::markdown-it-py==3.0.0=pyhd8ed1ab_0
  - conda-forge/noarch::tqdm==4.65.0=pyhd8ed1ab_1
  - conda-forge/noarch::rich==13.5.1=pyhd8ed1ab_0
failed with initial frozen solve. Retrying with flexible solve.
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
Solving environment: \ 
Found conflicts! Looking for incompatible packages.
This can take several minutes.  Press CTRL-C to abort.
failed                                                                                                                                     

UnsatisfiableError: The following specifications were found to be incompatible with each other:

Output in format: Requested package -> Available versions

Package __glibc conflicts for:
@/linux-64::__glibc==2.27=0
@|@/linux-64::__glibc==2.27=0

Environment (please complete the following information):

• OS: Ubuntu (Mila cluster)
• Python version: 3.9
• Oríon version: ??
• Database: None