WIP: Add metatensor

[jhossbach]

Closes #4933

[RudolfWeeber]

Progress:

• Sketch of the main code for model loading and running with Lammps dependenceis removed. This will not compile. Just skteches. Also, sno Espresso specific code, yet.
• adding dependnceis in CMake. I failed to ge fetchcontent working. In the end, I built both metatnesor-core and metatensor-torch externally.

[RudolfWeeber]

Notes on building:

Torhc

wget "https://download.pytorch.org/libtorch/cu121/libtorch-cxx11-abi-shared-with-deps-2.4.0%2Bcu121.zip"

unzip libtorch-cxx11-abi-shared-with-deps-2.4.0+cu121.zip 

Note that this is libtorch, not torch propper.
Everything is pre-compiled. Dependencies included. the archive is huge. There is a cpu-only version of this as well, which, hopefully, is small enough to be included in CI.

Intsall rust

I used the rustup script from the rust installatoin page, which installs to ~..cargo.

Source rust config

. ~/.cargo/env

metatensor

git clone from lab-cosmo/metatensor
cd metatensor/metatensor-coe
cmake . -DCMAKE_INSTALL_PREFIX=~/es_mt_deps # or other user-owned target dir
make
make install

## metatensor-torch

cd metatensor/metatensor-torch
cmake . -DTorch_DIR=whereever/libtorch/share/cmake/Torch -dmetatensor_DIR=~/es_mt_deps/lib/cmake/metatensor
make
make install

## Espresso


Some of the following is ICP specific. Main points are torhc and metatensor dirs.

```bash
GCC_VER=12; CUDA_VER=12.0; CC=gcc-${GCC_VER} CXX=g++-${GCC_VER} CUDACXX=/usr/local/cuda-${CUDA_VER}/bin/nvcc CUDAARCHS="61;75;86" cmake ~/es -D ESPRESSO_BUILD_WITH_CUDA=ON -D CUDAToolkit_ROOT=/usr/local/cuda-${CUDA_VER} -D ESPRESSO_BUILD_WITH_CCACHE=ON -D ESPRESSO_BUILD_WITH_WALBERLA=ON -D ESPRESSO_BUILD_WITH_WALBERLA_FFT=ON -D ESPRESSO_BUILD_WITH_WALBERLA_AVX=ON ESPRESSO_BUILD_WITH_HDF5=OFF -D ESPRESSO_BUILD_WITH_GSL=ON -D CMAKE_CUDA_FLAGS="--compiler-bindir=/usr/bin/g++-${GCC_VER}" \
   -DESPRESSO_BUILD_WITH_METATENSOR=on \
   -DTorch_DIR=/ssd/weeber/libtorch/share/cmake/Torch\
   -Dmetatensor_DIR=~/es_mt_deps/lib/cmake/metatensor\
   -Dmetatensor_torch_DIR=~/es_mt_deps/lib/cmake/metatensor_torch

[RudolfWeeber]

Forgot two points:

• A small patch to metatensor is needed, seehttps://github.com/Fix incompatible arguments of torch::throw() metatensor/metatensor#712
• Espresso uses CUDA (from feature configuraiton) as a macro. This causes a compiler error in torch. Before including anything toch, #undef CUDA.