diff --git a/environment.yml b/environment.yml
new file mode 100644
index 0000000000000000000000000000000000000000..4ec39b42d5148990eaaffdccdf2c7fe4d658e3f2
--- /dev/null
+++ b/environment.yml
@@ -0,0 +1,399 @@
+name: bob.paper.ijcb2023_face_ti
+channels:
+  - https://www.idiap.ch/software/bob/conda
+  - conda-forge
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=conda_forge
+  - _openmp_mutex=4.5=2_kmp_llvm
+  - absl-py=1.4.0=pyhd8ed1ab_0
+  - aiohttp=3.8.4=py38h1de0b5d_0
+  - aiosignal=1.3.1=pyhd8ed1ab_0
+  - alsa-lib=1.2.8=h166bdaf_0
+  - anyio=3.6.2=pyhd8ed1ab_0
+  - aom=3.5.0=h27087fc_0
+  - argon2-cffi=21.3.0=pyhd8ed1ab_0
+  - argon2-cffi-bindings=21.2.0=py38h0a891b7_3
+  - asttokens=2.2.1=pyhd8ed1ab_0
+  - async-timeout=4.0.2=pyhd8ed1ab_0
+  - attr=2.5.1=h166bdaf_1
+  - attrs=22.2.0=pyh71513ae_0
+  - backcall=0.2.0=pyh9f0ad1d_0
+  - backports=1.0=pyhd8ed1ab_3
+  - backports.functools_lru_cache=1.6.4=pyhd8ed1ab_0
+  - beautifulsoup4=4.12.0=pyha770c72_0
+  - bleach=6.0.0=pyhd8ed1ab_0
+  - blinker=1.5=pyhd8ed1ab_0
+  - blosc=1.21.3=hafa529b_0
+  - bob.bio.base=7.0.4=py38hc255b28_0
+  - bob.bio.face=7.1.0=py38h451cf2f_0
+  - bob.extension=7.0.2=py38hd217c52_0
+  - bob.io.base=5.0.1=py38h1eb1af3_0
+  - bob.learn.em=3.0.4=py38hf4cd9b0_0
+  - bob.measure=6.0.1=py38h0aeac8d_0
+  - bob.pipelines=3.0.2=py38h9351952_0
+  - bokeh=2.4.3=pyhd8ed1ab_3
+  - brotli=1.0.9=h166bdaf_8
+  - brotli-bin=1.0.9=h166bdaf_8
+  - brotlipy=0.7.0=py38h0a891b7_1005
+  - brunsli=0.1=h9c3ff4c_0
+  - bzip2=1.0.8=h7f98852_4
+  - c-ares=1.18.1=h7f98852_0
+  - c-blosc2=2.8.0=hf91038e_0
+  - ca-certificates=2022.12.7=ha878542_0
+  - cached-property=1.5.2=hd8ed1ab_1
+  - cached_property=1.5.2=pyha770c72_1
+  - cachetools=5.3.0=pyhd8ed1ab_0
+  - cairo=1.16.0=ha61ee94_1014
+  - certifi=2022.12.7=pyhd8ed1ab_0
+  - cffi=1.15.1=py38h4a40e3a_3
+  - cfitsio=4.2.0=hd9d235c_0
+  - charls=2.3.4=h9c3ff4c_0
+  - charset-normalizer=2.0.12=pyhd8ed1ab_0
+  - click=8.1.3=unix_pyhd8ed1ab_2
+  - click-plugins=1.1.1=py_0
+  - cloudpickle=2.2.1=pyhd8ed1ab_0
+  - colorama=0.4.6=pyhd8ed1ab_0
+  - comm=0.1.3=pyhd8ed1ab_0
+  - cryptography=40.0.1=py38h3d167d9_0
+  - cudatoolkit=11.8.0=h37601d7_11
+  - cudnn=8.4.1.50=hed8a83a_0
+  - cycler=0.11.0=pyhd8ed1ab_0
+  - cytoolz=0.12.0=py38h0a891b7_1
+  - dask=2022.6.1=pyhd8ed1ab_0
+  - dask-core=2022.6.1=pyhd8ed1ab_0
+  - dask-glm=0.2.0=py_1
+  - dask-jobqueue=0.7.4=pyhd8ed1ab_0
+  - dask-ml=2022.5.27=pyhd8ed1ab_0
+  - dav1d=1.0.0=h166bdaf_1
+  - dbus=1.13.6=h5008d03_3
+  - debugpy=1.6.6=py38h8dc9893_0
+  - decorator=5.1.1=pyhd8ed1ab_0
+  - defusedxml=0.7.1=pyhd8ed1ab_0
+  - distributed=2022.6.1=pyhd8ed1ab_1
+  - entrypoints=0.4=pyhd8ed1ab_0
+  - executing=1.2.0=pyhd8ed1ab_0
+  - expat=2.5.0=hcb278e6_1
+  - ffmpeg=4.4.2=gpl_h8dda1f0_112
+  - fftw=3.3.10=nompi_hf0379b8_106
+  - flit-core=3.8.0=pyhd8ed1ab_0
+  - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
+  - font-ttf-inconsolata=3.000=h77eed37_0
+  - font-ttf-source-code-pro=2.038=h77eed37_0
+  - font-ttf-ubuntu=0.83=hab24e00_0
+  - fontconfig=2.14.2=h14ed4e7_0
+  - fonts-conda-ecosystem=1=0
+  - fonts-conda-forge=1=0
+  - fonttools=4.39.3=py38h1de0b5d_0
+  - freeglut=3.2.2=h9c3ff4c_1
+  - freetype=2.12.1=hca18f0e_1
+  - frozenlist=1.3.3=py38h0a891b7_0
+  - fsspec=2023.3.0=pyhd8ed1ab_1
+  - future=0.18.3=pyhd8ed1ab_0
+  - gettext=0.21.1=h27087fc_0
+  - giflib=5.2.1=h0b41bf4_3
+  - glib=2.74.1=h6239696_1
+  - glib-tools=2.74.1=h6239696_1
+  - gmp=6.2.1=h58526e2_0
+  - gnutls=3.7.8=hf3e180e_0
+  - google-auth=2.17.1=pyh1a96a4e_0
+  - google-auth-oauthlib=0.4.6=pyhd8ed1ab_0
+  - graphite2=1.3.13=h58526e2_1001
+  - grpc-cpp=1.48.1=hc2bec63_1
+  - grpcio=1.48.1=py38hf8115fd_1
+  - gst-plugins-base=1.21.3=h4243ec0_1
+  - gstreamer=1.21.3=h25f0c4b_1
+  - gstreamer-orc=0.4.33=h166bdaf_0
+  - h5py=3.8.0=nompi_py38hd5fa8ee_100
+  - harfbuzz=5.3.0=h418a68e_0
+  - hdf5=1.12.2=nompi_h4df4325_101
+  - heapdict=1.0.1=py_0
+  - icu=70.1=h27087fc_0
+  - idna=3.4=pyhd8ed1ab_0
+  - imagecodecs=2022.9.26=py38hf74bd01_4
+  - imageio=2.27.0=pyh24c5eb1_0
+  - imageio-ffmpeg=0.4.8=pyhd8ed1ab_0
+  - importlib-metadata=6.1.0=pyha770c72_0
+  - importlib_metadata=6.1.0=hd8ed1ab_0
+  - importlib_resources=5.12.0=pyhd8ed1ab_0
+  - ipdb=0.13.13=pyhd8ed1ab_0
+  - ipykernel=6.22.0=pyh210e3f2_0
+  - ipython=8.12.0=pyh41d4057_0
+  - ipython_genutils=0.2.0=py_1
+  - ipywidgets=8.0.6=pyhd8ed1ab_0
+  - jack=1.9.22=h11f4161_0
+  - jasper=2.0.33=h0ff4b12_1
+  - jedi=0.18.2=pyhd8ed1ab_0
+  - jinja2=3.1.2=pyhd8ed1ab_1
+  - joblib=1.2.0=pyhd8ed1ab_0
+  - jpeg=9e=h0b41bf4_3
+  - jsonschema=4.17.3=pyhd8ed1ab_0
+  - jupyter=1.0.0=py38h578d9bd_8
+  - jupyter_client=7.3.4=pyhd8ed1ab_0
+  - jupyter_console=6.6.3=pyhd8ed1ab_0
+  - jupyter_core=5.3.0=py38h578d9bd_0
+  - jupyter_server=1.23.6=pyhd8ed1ab_0
+  - jupyterlab_pygments=0.2.2=pyhd8ed1ab_0
+  - jupyterlab_widgets=3.0.7=pyhd8ed1ab_0
+  - jxrlib=1.1=h7f98852_2
+  - keyutils=1.6.1=h166bdaf_0
+  - kiwisolver=1.4.4=py38h43d8883_1
+  - krb5=1.20.1=h81ceb04_0
+  - lame=3.100=h166bdaf_1003
+  - lcms2=2.14=h6ed2654_0
+  - ld_impl_linux-64=2.40=h41732ed_0
+  - lerc=4.0.0=h27087fc_0
+  - libabseil=20220623.0=cxx17_h05df665_6
+  - libaec=1.0.6=hcb278e6_1
+  - libavif=0.11.1=h5cdd6b5_0
+  - libblas=3.9.0=16_linux64_mkl
+  - libbrotlicommon=1.0.9=h166bdaf_8
+  - libbrotlidec=1.0.9=h166bdaf_8
+  - libbrotlienc=1.0.9=h166bdaf_8
+  - libcap=2.67=he9d0100_0
+  - libcblas=3.9.0=16_linux64_mkl
+  - libclang=15.0.7=default_had23c3d_1
+  - libclang13=15.0.7=default_h3e3d535_1
+  - libcups=2.3.3=h36d4200_3
+  - libcurl=7.88.1=hdc1c0ab_1
+  - libdb=6.2.32=h9c3ff4c_0
+  - libdeflate=1.14=h166bdaf_0
+  - libdrm=2.4.114=h166bdaf_0
+  - libedit=3.1.20191231=he28a2e2_2
+  - libev=4.33=h516909a_1
+  - libevent=2.1.10=h28343ad_4
+  - libexpat=2.5.0=hcb278e6_1
+  - libffi=3.4.2=h7f98852_5
+  - libflac=1.4.2=h27087fc_0
+  - libgcc-ng=12.2.0=h65d4601_19
+  - libgcrypt=1.10.1=h166bdaf_0
+  - libgfortran-ng=12.2.0=h69a702a_19
+  - libgfortran5=12.2.0=h337968e_19
+  - libglib=2.74.1=h606061b_1
+  - libglu=9.0.0=he1b5a44_1001
+  - libgpg-error=1.46=h620e276_0
+  - libhwloc=2.9.0=hd6dc26d_0
+  - libiconv=1.17=h166bdaf_0
+  - libidn2=2.3.4=h166bdaf_0
+  - liblapack=3.9.0=16_linux64_mkl
+  - liblapacke=3.9.0=16_linux64_mkl
+  - libllvm11=11.1.0=he0ac6c6_5
+  - libllvm15=15.0.7=hadd5161_1
+  - libnghttp2=1.52.0=h61bc06f_0
+  - libnsl=2.0.0=h7f98852_0
+  - libogg=1.3.4=h7f98852_1
+  - libopencv=4.6.0=py38h3504efa_3
+  - libopus=1.3.1=h7f98852_1
+  - libpciaccess=0.17=h166bdaf_0
+  - libpng=1.6.39=h753d276_0
+  - libpq=15.2=hb675445_0
+  - libprotobuf=3.20.2=h6239696_0
+  - libsndfile=1.2.0=hb75c966_0
+  - libsodium=1.0.18=h36c2ea0_1
+  - libsqlite=3.40.0=h753d276_0
+  - libssh2=1.10.0=hf14f497_3
+  - libstdcxx-ng=12.2.0=h46fd767_19
+  - libsystemd0=253=h8c4010b_1
+  - libtasn1=4.19.0=h166bdaf_0
+  - libtiff=4.4.0=h82bc61c_5
+  - libtool=2.4.7=h27087fc_0
+  - libudev1=253=h0b41bf4_1
+  - libunistring=0.9.10=h7f98852_0
+  - libuuid=2.38.1=h0b41bf4_0
+  - libva=2.18.0=h0b41bf4_0
+  - libvorbis=1.3.7=h9c3ff4c_0
+  - libvpx=1.11.0=h9c3ff4c_3
+  - libwebp-base=1.3.0=h0b41bf4_0
+  - libxcb=1.13=h7f98852_1004
+  - libxkbcommon=1.5.0=h79f4944_1
+  - libxml2=2.10.3=hca2bb57_4
+  - libzlib=1.2.13=h166bdaf_4
+  - libzopfli=1.0.3=h9c3ff4c_0
+  - llvm-openmp=16.0.0=h417c0b6_0
+  - llvmlite=0.39.1=py38h38d86a4_1
+  - locket=1.0.0=pyhd8ed1ab_0
+  - lz4=4.3.2=py38hd012fdc_0
+  - lz4-c=1.9.4=hcb278e6_0
+  - magma=2.5.4=hc72dce7_4
+  - markdown=3.4.3=pyhd8ed1ab_0
+  - markupsafe=2.1.2=py38h1de0b5d_0
+  - matplotlib=3.5.3=py38h578d9bd_2
+  - matplotlib-base=3.5.3=py38h38b5ce0_2
+  - matplotlib-inline=0.1.6=pyhd8ed1ab_0
+  - mistune=2.0.5=pyhd8ed1ab_0
+  - mkl=2022.2.1=h84fe81f_16997
+  - mpg123=1.31.3=hcb278e6_0
+  - msgpack-python=1.0.5=py38hfbd4bf9_0
+  - multidict=6.0.4=py38h1de0b5d_0
+  - multipledispatch=0.6.0=py_0
+  - munkres=1.1.4=pyh9f0ad1d_0
+  - mysql-common=8.0.32=ha901b37_1
+  - mysql-libs=8.0.32=hd7da12d_1
+  - nbclassic=0.5.3=pyhb4ecaf3_3
+  - nbclient=0.7.2=pyhd8ed1ab_0
+  - nbconvert=7.2.10=pyhd8ed1ab_1
+  - nbconvert-core=7.2.10=pyhd8ed1ab_1
+  - nbconvert-pandoc=7.2.10=pyhd8ed1ab_1
+  - nbformat=5.8.0=pyhd8ed1ab_0
+  - nccl=2.14.3.1=h0800d71_0
+  - ncurses=6.3=h27087fc_1
+  - nest-asyncio=1.5.6=pyhd8ed1ab_0
+  - nettle=3.8.1=hc379101_1
+  - networkx=3.0=pyhd8ed1ab_0
+  - notebook=6.5.3=pyha770c72_0
+  - notebook-shim=0.2.2=pyhd8ed1ab_0
+  - nspr=4.35=h27087fc_0
+  - nss=3.89=he45b914_0
+  - numba=0.56.4=py38h9a4aae9_0
+  - numpy=1.23.5=py38h7042d01_0
+  - oauthlib=3.2.2=pyhd8ed1ab_0
+  - opencv=4.6.0=py38h578d9bd_3
+  - openh264=2.3.1=hcb278e6_2
+  - openjpeg=2.5.0=h7d73246_1
+  - openssl=3.1.0=h0b41bf4_0
+  - p11-kit=0.24.1=hc5aa10d_0
+  - packaging=23.0=pyhd8ed1ab_0
+  - pandas=1.5.3=py38hdc8b05c_1
+  - pandoc=2.19.2=h32600fe_2
+  - pandocfilters=1.5.0=pyhd8ed1ab_0
+  - parso=0.8.3=pyhd8ed1ab_0
+  - partd=1.3.0=pyhd8ed1ab_0
+  - pcre2=10.40=hc3806b6_0
+  - pexpect=4.8.0=pyh1a96a4e_2
+  - pickleshare=0.7.5=py_1003
+  - pillow=9.2.0=py38h9eb91d8_3
+  - pip=23.0.1=pyhd8ed1ab_0
+  - pixman=0.40.0=h36c2ea0_0
+  - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_0
+  - platformdirs=3.2.0=pyhd8ed1ab_0
+  - ply=3.11=py_1
+  - pooch=1.7.0=pyha770c72_3
+  - prometheus_client=0.16.0=pyhd8ed1ab_0
+  - prompt-toolkit=3.0.38=pyha770c72_0
+  - prompt_toolkit=3.0.38=hd8ed1ab_0
+  - psutil=5.9.4=py38h0a891b7_0
+  - pthread-stubs=0.4=h36c2ea0_1001
+  - ptyprocess=0.7.0=pyhd3deb0d_0
+  - pulseaudio=16.1=hcb278e6_3
+  - pulseaudio-client=16.1=h5195f5e_3
+  - pulseaudio-daemon=16.1=ha8d29e2_3
+  - pure_eval=0.2.2=pyhd8ed1ab_0
+  - py-opencv=4.6.0=py38h7f3c49e_3
+  - pyasn1=0.4.8=py_0
+  - pyasn1-modules=0.2.7=py_0
+  - pycparser=2.21=pyhd8ed1ab_0
+  - pydeprecate=0.3.2=pyhd8ed1ab_0
+  - pygments=2.14.0=pyhd8ed1ab_0
+  - pyjwt=2.6.0=pyhd8ed1ab_0
+  - pyopenssl=23.1.1=pyhd8ed1ab_0
+  - pyparsing=3.0.9=pyhd8ed1ab_0
+  - pyqt=5.15.7=py38ha0d8c90_3
+  - pyqt5-sip=12.11.0=py38h8dc9893_3
+  - pyrsistent=0.19.3=py38h1de0b5d_0
+  - pysocks=1.7.1=pyha2e5f31_6
+  - python=3.8.16=he550d4f_1_cpython
+  - python-dateutil=2.8.2=pyhd8ed1ab_0
+  - python-fastjsonschema=2.16.3=pyhd8ed1ab_0
+  - python_abi=3.8=3_cp38
+  - pytorch-lightning=1.6.5=pyhd8ed1ab_0
+  - pytz=2023.3=pyhd8ed1ab_0
+  - pyu2f=0.1.5=pyhd8ed1ab_0
+  - pywavelets=1.4.1=py38h7e4f40d_0
+  - pyyaml=6.0=py38h0a891b7_5
+  - pyzmq=25.0.2=py38he24dcef_0
+  - qt-main=5.15.6=hf6cd601_5
+  - qtconsole=5.4.1=pyhd8ed1ab_0
+  - qtconsole-base=5.4.1=pyha770c72_0
+  - qtpy=2.3.1=pyhd8ed1ab_0
+  - re2=2022.06.01=h27087fc_1
+  - readline=8.2=h8228510_1
+  - requests=2.26.0=pyhd8ed1ab_1
+  - requests-oauthlib=1.3.1=pyhd8ed1ab_0
+  - rsa=4.9=pyhd8ed1ab_0
+  - scikit-image=0.19.3=py38h8f669ce_2
+  - scikit-learn=1.1.3=py38h4c4ba11_1
+  - scipy=1.10.1=py38h10c12cc_0
+  - send2trash=1.8.0=pyhd8ed1ab_0
+  - setuptools=59.5.0=py38h578d9bd_0
+  - sip=6.7.7=py38h8dc9893_0
+  - six=1.16.0=pyh6c4a22f_0
+  - sleef=3.5.1=h9b69904_2
+  - snappy=1.1.10=h9fff704_0
+  - sniffio=1.3.0=pyhd8ed1ab_0
+  - sortedcontainers=2.4.0=pyhd8ed1ab_0
+  - soupsieve=2.3.2.post1=pyhd8ed1ab_0
+  - stack_data=0.6.2=pyhd8ed1ab_0
+  - svt-av1=1.4.1=hcb278e6_0
+  - tabulate=0.9.0=pyhd8ed1ab_1
+  - tbb=2021.8.0=hf52228f_0
+  - tblib=1.7.0=pyhd8ed1ab_0
+  - tensorboard=2.11.2=pyhd8ed1ab_0
+  - tensorboard-data-server=0.6.1=py38h80a4ca7_4
+  - tensorboard-plugin-wit=1.8.1=pyhd8ed1ab_0
+  - terminado=0.17.1=pyh41d4057_0
+  - threadpoolctl=3.1.0=pyh8a188c0_0
+  - tifffile=2022.10.10=pyhd8ed1ab_0
+  - tinycss2=1.2.1=pyhd8ed1ab_0
+  - tk=8.6.12=h27826a3_0
+  - toml=0.10.2=pyhd8ed1ab_0
+  - toolz=0.12.0=pyhd8ed1ab_0
+  - torchmetrics=0.11.4=pyhd8ed1ab_0
+  - tornado=6.1=py38h0a891b7_3
+  - tqdm=4.62.2=pyhd8ed1ab_0
+  - traitlets=5.9.0=pyhd8ed1ab_0
+  - typing-extensions=4.5.0=hd8ed1ab_0
+  - typing_extensions=4.5.0=pyha770c72_0
+  - unicodedata2=15.0.0=py38h0a891b7_0
+  - urllib3=1.26.15=pyhd8ed1ab_0
+  - wcwidth=0.2.6=pyhd8ed1ab_0
+  - webencodings=0.5.1=py_1
+  - websocket-client=1.5.1=pyhd8ed1ab_0
+  - werkzeug=2.2.3=pyhd8ed1ab_0
+  - wheel=0.40.0=pyhd8ed1ab_0
+  - widgetsnbextension=4.0.7=pyhd8ed1ab_0
+  - x264=1!164.3095=h166bdaf_2
+  - x265=3.5=h924138e_3
+  - xarray=2022.3.0=pyhd8ed1ab_0
+  - xcb-util=0.4.0=h166bdaf_0
+  - xcb-util-image=0.4.0=h166bdaf_0
+  - xcb-util-keysyms=0.4.0=h166bdaf_0
+  - xcb-util-renderutil=0.3.9=h166bdaf_0
+  - xcb-util-wm=0.4.1=h166bdaf_0
+  - xkeyboard-config=2.38=h0b41bf4_0
+  - xorg-fixesproto=5.0=h7f98852_1002
+  - xorg-inputproto=2.3.2=h7f98852_1002
+  - xorg-kbproto=1.0.7=h7f98852_1002
+  - xorg-libice=1.0.10=h7f98852_0
+  - xorg-libsm=1.2.3=hd9c2040_1000
+  - xorg-libx11=1.8.4=h0b41bf4_0
+  - xorg-libxau=1.0.9=h7f98852_0
+  - xorg-libxdmcp=1.1.3=h7f98852_0
+  - xorg-libxext=1.3.4=h0b41bf4_2
+  - xorg-libxfixes=5.0.3=h7f98852_1004
+  - xorg-libxi=1.7.10=h7f98852_0
+  - xorg-libxrender=0.9.10=h7f98852_1003
+  - xorg-renderproto=0.11.1=h7f98852_1002
+  - xorg-xextproto=7.3.0=h0b41bf4_1003
+  - xorg-xproto=7.0.31=h7f98852_1007
+  - xz=5.2.6=h166bdaf_0
+  - yaml=0.2.5=h7f98852_2
+  - yarl=1.8.2=py38h0a891b7_0
+  - zeromq=4.3.4=h9c3ff4c_1
+  - zfp=1.0.0=h27087fc_3
+  - zict=2.2.0=pyhd8ed1ab_0
+  - zipp=3.15.0=pyhd8ed1ab_0
+  - zlib=1.2.13=h166bdaf_4
+  - zlib-ng=2.0.7=h0b41bf4_0
+  - zstd=1.5.2=h3eb15da_6
+  - pip:
+    - filelock==3.10.7
+    - grad-cam==1.4.8
+    - huggingface-hub==0.13.3
+    - kornia==0.6.12
+    - ninja==1.10.2
+    - protobuf==3.20.1
+    - pyopengl==3.1.5
+    - timm==0.6.13
+    - torch==1.12.0+cu116
+    - torchvision==0.13.0+cu116
+    - ttach==0.0.3
diff --git a/package-list.txt b/package-list.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9ff3c56ede007c4397d2711f980c0702407e0eb
--- /dev/null
+++ b/package-list.txt
@@ -0,0 +1,386 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+@EXPLICIT
+https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2022.12.7-ha878542_0.conda
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-hab24e00_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-h41732ed_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-12.2.0-h337968e_19.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.8-3_cp38.conda
+https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libgfortran-ng-12.2.0-h69a702a_19.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libgcc-ng-12.2.0-h65d4601_19.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.8-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/aom-3.5.0-h27087fc_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/attr-2.5.1-h166bdaf_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/bzip2-1.0.8-h7f98852_4.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/c-ares-1.18.1-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/charls-2.3.4-h9c3ff4c_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/cudatoolkit-11.8.0-h37601d7_11.conda
+https://conda.anaconda.org/conda-forge/linux-64/dav1d-1.0.0-h166bdaf_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/fftw-3.3.10-nompi_hf0379b8_106.conda
+https://conda.anaconda.org/conda-forge/linux-64/gettext-0.21.1-h27087fc_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/giflib-5.2.1-h0b41bf4_3.conda
+https://conda.anaconda.org/conda-forge/linux-64/gmp-6.2.1-h58526e2_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/graphite2-1.3.13-h58526e2_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/gstreamer-orc-0.4.33-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/icu-70.1-h27087fc_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/jpeg-9e-h0b41bf4_3.conda
+https://conda.anaconda.org/conda-forge/linux-64/jxrlib-1.1-h7f98852_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/keyutils-1.6.1-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/lame-3.100-h166bdaf_1003.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h27087fc_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libabseil-20220623.0-cxx17_h05df665_6.conda
+https://conda.anaconda.org/conda-forge/linux-64/libaec-1.0.6-hcb278e6_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/libbrotlicommon-1.0.9-h166bdaf_8.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libdb-6.2.32-h9c3ff4c_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libdeflate-1.14-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20191231-he28a2e2_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-h516909a_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libexpat-2.5.0-hcb278e6_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/libffi-3.4.2-h7f98852_5.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libglu-9.0.0-he1b5a44_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libnsl-2.0.0-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libogg-1.3.4-h7f98852_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libopus-1.3.1-h7f98852_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libpciaccess-0.17-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libsodium-1.0.18-h36c2ea0_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libtasn1-4.19.0-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libtool-2.4.7-h27087fc_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.11.0-h9c3ff4c_3.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.3.0-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libzlib-1.2.13-h166bdaf_4.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libzopfli-1.0.3-h9c3ff4c_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.9.4-hcb278e6_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/mpg123-1.31.3-hcb278e6_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/ncurses-6.3-h27087fc_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/nettle-3.8.1-hc379101_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/ninja-1.11.1-h924138e_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/nspr-4.35-h27087fc_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/openh264-2.3.1-hcb278e6_2.conda
+https://conda.anaconda.org/conda-forge/linux-64/openssl-3.1.0-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/pixman-0.40.0-h36c2ea0_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pthread-stubs-0.4-h36c2ea0_1001.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/re2-2022.06.01-h27087fc_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/sleef-3.5.1-h9b69904_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/snappy-1.1.10-h9fff704_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/svt-av1-1.4.1-hcb278e6_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/x265-3.5-h924138e_3.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xkeyboard-config-2.38-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/xorg-inputproto-2.3.2-h7f98852_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-kbproto-1.0.7-h7f98852_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.0.10-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.9-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-renderproto-0.11.1-h7f98852_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
+https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xz-5.2.6-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/yaml-0.2.5-h7f98852_2.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zfp-1.0.0-h27087fc_3.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zlib-ng-2.0.7-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/cudnn-8.4.1.50-hed8a83a_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/expat-2.5.0-hcb278e6_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/jack-1.9.22-h11f4161_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/krb5-1.20.1-h81ceb04_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libavif-0.11.1-h5cdd6b5_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.0.9-h166bdaf_8.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.0.9-h166bdaf_8.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libcap-2.67-he9d0100_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libdrm-2.4.114-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.10-h28343ad_4.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libflac-1.4.2-h27087fc_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libgpg-error-1.46-h620e276_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libidn2-2.3.4-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libllvm11-11.1.0-he0ac6c6_5.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libnghttp2-1.52.0-h61bc06f_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libpng-1.6.39-h753d276_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libprotobuf-3.20.2-h6239696_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libsqlite-3.40.0-h753d276_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libssh2-1.10.0-hf14f497_3.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libvorbis-1.3.7-h9c3ff4c_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.13-h7f98852_1004.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.10.3-hca2bb57_4.conda
+https://conda.anaconda.org/conda-forge/linux-64/mysql-common-8.0.32-ha901b37_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/nccl-2.14.3.1-h0800d71_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/p11-kit-0.24.1-hc5aa10d_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/pandoc-2.19.2-h32600fe_2.conda
+https://conda.anaconda.org/conda-forge/linux-64/pcre2-10.40-hc3806b6_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/readline-8.2-h8228510_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/tk-8.6.12-h27826a3_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-fixesproto-5.0-h7f98852_1002.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.3-hd9c2040_1000.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zeromq-4.3.4-h9c3ff4c_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zlib-1.2.13-h166bdaf_4.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.2-h3eb15da_6.conda
+https://conda.anaconda.org/conda-forge/linux-64/blosc-1.21.3-hafa529b_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/brotli-bin-1.0.9-h166bdaf_8.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/c-blosc2-2.8.0-hf91038e_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/freetype-2.12.1-hca18f0e_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/gnutls-3.7.8-hf3e180e_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/grpc-cpp-1.48.1-hc2bec63_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libcups-2.3.3-h36d4200_3.conda
+https://conda.anaconda.org/conda-forge/linux-64/libcurl-7.88.1-hdc1c0ab_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/libgcrypt-1.10.1-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libglib-2.74.1-h606061b_1.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/libhwloc-2.9.0-hd6dc26d_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libllvm15-15.0.7-hadd5161_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/libpq-15.2-hb675445_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libsndfile-1.2.0-hb75c966_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/libtiff-4.4.0-h82bc61c_5.conda
+https://conda.anaconda.org/conda-forge/linux-64/libudev1-253-h0b41bf4_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/libxkbcommon-1.5.0-h79f4944_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-16.0.0-h417c0b6_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/mysql-libs-8.0.32-hd7da12d_1.conda
+https://conda.anaconda.org/conda-forge/linux-64/nss-3.89-he45b914_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/python-3.8.16-he550d4f_1_cpython.conda
+https://conda.anaconda.org/conda-forge/linux-64/xcb-util-0.4.0-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xcb-util-keysyms-0.4.0-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xcb-util-renderutil-0.3.9-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xcb-util-wm-0.4.1-h166bdaf_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.4-h0b41bf4_0.conda
+https://conda.anaconda.org/conda-forge/noarch/absl-py-1.4.0-pyhd8ed1ab_0.conda
+https://conda.anaconda.org/conda-forge/noarch/attrs-22.2.0-pyh71513ae_0.conda
+https://conda.anaconda.org/conda-forge/noarch/backcall-0.2.0-pyh9f0ad1d_0.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/backports-1.0-pyhd8ed1ab_3.conda
+https://conda.anaconda.org/conda-forge/noarch/blinker-1.5-pyhd8ed1ab_0.tar.bz2
+https://conda.anaconda.org/conda-forge/linux-64/brotli-1.0.9-h166bdaf_8.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/cached_property-1.5.2-pyha770c72_1.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/cachetools-5.3.0-pyhd8ed1ab_0.conda
+https://conda.anaconda.org/conda-forge/noarch/certifi-2022.12.7-pyhd8ed1ab_0.conda
+https://conda.anaconda.org/conda-forge/linux-64/cfitsio-4.2.0-hd9d235c_0.conda
+https://conda.anaconda.org/conda-forge/noarch/charset-normalizer-2.0.12-pyhd8ed1ab_0.tar.bz2
+https://conda.anaconda.org/conda-forge/noarch/click-8.1.3-unix_pyhd8ed1ab_2.tar.bz2
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