add conda lock file.

Makefile

@@ -14,8 +14,11 @@ data: ## download the mnist data
 	wget https://pjreddie.com/media/files/mnist_train.csv -O data/mnist_train.csv
 	wget https://pjreddie.com/media/files/mnist_test.csv -O data/mnist_test.csv
 
-install: environment.yml ## import any changes to env.yml into conda env
+install: conda-lock.yml ## import any changes to env.yml into conda env
-	conda env update -n ${CONDA_ENV} --file $^
+	conda-lock install --name ${CONDA_ENV} $^
+
+lock: environment.yml ## lock the current conda env
+	conda-lock
 
 env_export: ## export the conda envirnoment without package or name
 	conda env export | head -n -1 | tail -n +2 > $@

environment.yml

@@ -3,153 +3,21 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - _libgcc_mutex=0.1=conda_forge
+  - conda-lock
-  - _openmp_mutex=4.5=2_gnu
+  - black
-  - accelerate=0.15.0=pyhd8ed1ab_0
+  - click
-  - antlr-python-runtime=4.9.3=pyhd8ed1ab_1
+  - einops
-  - appdirs=1.4.4=pyh9f0ad1d_0
+  - hydra-core
-  - astroid=2.11.7=py310h06a4308_0
+  - matplotlib
-  - attrs=22.1.0=py310h06a4308_0
+  - numpy
-  - black=22.6.0=py310h06a4308_0
+  - pip
-  - blas=1.0=mkl
+  - wandb
-  - brotli=1.0.9=h5eee18b_7
+  - pytest
-  - brotli-bin=1.0.9=h5eee18b_7
+  - python=3.10
-  - brotlipy=0.7.0=py310h5764c6d_1005
+  - python-dotenv
-  - bzip2=1.0.8=h7f98852_4
+  - pytorch=1.13
-  - ca-certificates=2022.12.7=ha878542_0
+  - requests
-  - certifi=2022.12.7=pyhd8ed1ab_0
+  - sqlite
-  - cffi=1.15.1=py310h74dc2b5_0
+  - tqdm
-  - charset-normalizer=2.1.1=pyhd8ed1ab_0
+platforms:
-  - click=8.0.3=pyhd3eb1b0_0
+  - linux-64
-  - colorama=0.4.6=pyhd8ed1ab_0
-  - cryptography=39.0.0=py310h65dfdc0_0
-  - cycler=0.11.0=pyhd3eb1b0_0
-  - dbus=1.13.18=hb2f20db_0
-  - dill=0.3.6=pyhd8ed1ab_1
-  - docker-pycreds=0.4.0=py_0
-  - einops=0.4.1=pyhd8ed1ab_0
-  - expat=2.4.9=h6a678d5_0
-  - fontconfig=2.13.1=h6c09931_0
-  - fonttools=4.25.0=pyhd3eb1b0_0
-  - freetype=2.12.1=h4a9f257_0
-  - giflib=5.2.1=h7b6447c_0
-  - gitdb=4.0.10=pyhd8ed1ab_0
-  - gitpython=3.1.30=pyhd8ed1ab_0
-  - glib=2.69.1=h4ff587b_1
-  - gst-plugins-base=1.14.0=h8213a91_2
-  - gstreamer=1.14.0=h28cd5cc_2
-  - hydra-core=1.3.1=pyhd8ed1ab_0
-  - icu=58.2=he6710b0_3
-  - idna=3.4=pyhd8ed1ab_0
-  - importlib_resources=5.10.2=pyhd8ed1ab_0
-  - iniconfig=1.1.1=pyhd3eb1b0_0
-  - intel-openmp=2021.4.0=h06a4308_3561
-  - isort=5.9.3=pyhd3eb1b0_0
-  - jpeg=9e=h7f8727e_0
-  - kiwisolver=1.4.2=py310h295c915_0
-  - krb5=1.19.2=hac12032_0
-  - lazy-object-proxy=1.6.0=py310h7f8727e_0
-  - lcms2=2.12=h3be6417_0
-  - ld_impl_linux-64=2.39=hc81fddc_0
-  - lerc=3.0=h295c915_0
-  - libbrotlicommon=1.0.9=h5eee18b_7
-  - libbrotlidec=1.0.9=h5eee18b_7
-  - libbrotlienc=1.0.9=h5eee18b_7
-  - libclang=10.0.1=default_hb85057a_2
-  - libdeflate=1.8=h7f8727e_5
-  - libedit=3.1.20210910=h7f8727e_0
-  - libevent=2.1.12=h8f2d780_0
-  - libffi=3.3=he6710b0_2
-  - libgcc-ng=12.2.0=h65d4601_19
-  - libgfortran-ng=12.2.0=h69a702a_19
-  - libgfortran5=12.2.0=h337968e_19
-  - libgomp=12.2.0=h65d4601_19
-  - libllvm10=10.0.1=hbcb73fb_5
-  - libnsl=2.0.0=h7f98852_0
-  - libopenblas=0.3.21=pthreads_h78a6416_3
-  - libpng=1.6.37=hbc83047_0
-  - libpq=12.9=h16c4e8d_3
-  - libprotobuf=3.20.1=h4ff587b_0
-  - libstdcxx-ng=12.2.0=h46fd767_19
-  - libtiff=4.4.0=hecacb30_0
-  - libuuid=1.0.3=h7f8727e_2
-  - libwebp=1.2.4=h11a3e52_0
-  - libwebp-base=1.2.4=h5eee18b_0
-  - libxcb=1.15=h7f8727e_0
-  - libxkbcommon=1.0.1=hfa300c1_0
-  - libxml2=2.9.14=h74e7548_0
-  - libxslt=1.1.35=h4e12654_0
-  - lz4-c=1.9.3=h295c915_1
-  - matplotlib=3.5.2=py310h06a4308_0
-  - matplotlib-base=3.5.2=py310hf590b9c_0
-  - mccabe=0.7.0=pyhd3eb1b0_0
-  - mkl=2021.4.0=h06a4308_640
-  - mkl-service=2.4.0=py310h7f8727e_0
-  - mkl_fft=1.3.1=py310hd6ae3a3_0
-  - mkl_random=1.2.2=py310h00e6091_0
-  - munkres=1.1.4=py_0
-  - mypy_extensions=0.4.3=py310h06a4308_0
-  - ncurses=6.3=h27087fc_1
-  - nspr=4.33=h295c915_0
-  - nss=3.74=h0370c37_0
-  - numpy=1.23.3=py310hd5efca6_0
-  - numpy-base=1.23.3=py310h8e6c178_0
-  - omegaconf=2.3.0=pyhd8ed1ab_0
-  - openssl=1.1.1s=h0b41bf4_1
-  - packaging=21.3=pyhd3eb1b0_0
-  - pathspec=0.10.1=pyhd8ed1ab_0
-  - pathtools=0.1.2=py_1
-  - pcre=8.45=h295c915_0
-  - pillow=9.2.0=py310hace64e9_1
-  - pip=22.3=pyhd8ed1ab_0
-  - platformdirs=2.5.2=pyhd8ed1ab_1
-  - pluggy=1.0.0=py310h06a4308_1
-  - ply=3.11=py310h06a4308_0
-  - protobuf=3.20.1=py310h295c915_0
-  - psutil=5.9.4=py310h5764c6d_0
-  - py=1.11.0=pyhd3eb1b0_0
-  - pycparser=2.21=pyhd8ed1ab_0
-  - pylint=2.14.5=py310h06a4308_0
-  - pyopenssl=23.0.0=pyhd8ed1ab_0
-  - pyparsing=3.0.9=py310h06a4308_0
-  - pyqt=5.15.7=py310h6a678d5_1
-  - pysocks=1.7.1=pyha2e5f31_6
-  - pytest=7.1.2=py310h06a4308_0
-  - python=3.10.6=haa1d7c7_1
-  - python-dateutil=2.8.2=pyhd3eb1b0_0
-  - python-dotenv=0.21.0=py310h06a4308_0
-  - python_abi=3.10=2_cp310
-  - pytorch=1.13.0=py3.10_cpu_0
-  - pytorch-mutex=1.0=cpu
-  - pyyaml=6.0=py310h5764c6d_5
-  - qt-main=5.15.2=h327a75a_7
-  - qt-webengine=5.15.9=hd2b0992_4
-  - qtwebkit=5.212=h4eab89a_4
-  - readline=8.1.2=h0f457ee_0
-  - requests=2.28.2=pyhd8ed1ab_0
-  - sentry-sdk=1.14.0=pyhd8ed1ab_0
-  - setproctitle=1.3.2=py310h5764c6d_1
-  - setuptools=65.5.0=pyhd8ed1ab_0
-  - sip=6.6.2=py310h6a678d5_0
-  - six=1.16.0=pyhd3eb1b0_1
-  - smmap=3.0.5=pyh44b312d_0
-  - sqlite=3.39.3=h5082296_0
-  - tk=8.6.12=h1ccaba5_0
-  - toml=0.10.2=pyhd3eb1b0_0
-  - tomli=2.0.1=py310h06a4308_0
-  - tomlkit=0.11.1=py310h06a4308_0
-  - tornado=6.2=py310h5eee18b_0
-  - tqdm=4.64.1=pyhd8ed1ab_0
-  - typing_extensions=4.3.0=py310h06a4308_0
-  - tzdata=2022e=h191b570_0
-  - urllib3=1.26.14=pyhd8ed1ab_0
-  - wandb=0.13.9=pyhd8ed1ab_0
-  - wheel=0.37.1=pyhd8ed1ab_0
-  - wrapt=1.14.1=py310h5eee18b_0
-  - xz=5.2.6=h166bdaf_0
-  - yaml=0.2.5=h7f98852_2
-  - zipp=3.11.0=pyhd8ed1ab_0
-  - zlib=1.2.13=h5eee18b_0
-  - zstd=1.5.2=ha4553b6_0
-  - pip:
-      - pyqt5-sip==12.11.0