From a09926e9ca91a712d4da9df96649fc62f3e9e975 Mon Sep 17 00:00:00 2001
From: Matt <git@publicmatt.com>
Date: Fri, 27 Jan 2023 21:51:43 -0800
Subject: [PATCH] add conda lock file.

---
 Makefile        |    7 +-
 conda-lock.yml  | 3233 +++++++++++++++++++++++++++++++++++++++++++++++
 environment.yml |  168 +--
 3 files changed, 3256 insertions(+), 152 deletions(-)
 create mode 100644 conda-lock.yml

diff --git a/Makefile b/Makefile
index da6e26f..bbd1c1b 100644
--- a/Makefile
+++ b/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
-	conda env update -n ${CONDA_ENV} --file $^
+install: conda-lock.yml ## import any changes to env.yml into conda env
+	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 > $@
diff --git a/conda-lock.yml b/conda-lock.yml
new file mode 100644
index 0000000..cb0ba5f
--- /dev/null
+++ b/conda-lock.yml
@@ -0,0 +1,3233 @@
+# This lock file was generated by conda-lock (https://github.com/conda-incubator/conda-lock). DO NOT EDIT!
+#
+# A "lock file" contains a concrete list of package versions (with checksums) to be installed. Unlike
+# e.g. `conda env create`, the resulting environment will not change as new package versions become
+# available, unless you explicitly update the lock file.
+#
+# Install this environment as "YOURENV" with:
+#     conda-lock install -n YOURENV --file conda-lock.yml
+# To update a single package to the latest version compatible with the version constraints in the source:
+#     conda-lock lock  --lockfile conda-lock.yml --update PACKAGE
+# To re-solve the entire environment, e.g. after changing a version constraint in the source file:
+#     conda-lock -f /home/personal/Dev/ml/environment.yml --lockfile conda-lock.yml
+metadata:
+  channels:
+  - url: pytorch
+    used_env_vars: []
+  - url: conda-forge
+    used_env_vars: []
+  - url: defaults
+    used_env_vars: []
+  content_hash:
+    linux-64: 721ca6e9762adc6275d4c49f24071ffcdc870a9c82cdcc9acab76111d918bf92
+  platforms:
+  - linux-64
+  sources:
+  - /home/personal/Dev/ml/environment.yml
+package:
+- category: main
+  dependencies: {}
+  hash:
+    md5: d7c89558ba9fa0495403155b64376d81
+    sha256: fe51de6107f9edc7aa4f786a70f4a883943bc9d39b3bb7307c04c41410990726
+  manager: conda
+  name: _libgcc_mutex
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/_libgcc_mutex-0.1-conda_forge.tar.bz2
+  version: '0.1'
+- category: main
+  dependencies: {}
+  hash:
+    md5: ff9f73d45c4a07d6f424495288a26080
+    sha256: 8f6c81b0637771ae0ea73dc03a6d30bec3326ba3927f2a7b91931aa2d59b1789
+  manager: conda
+  name: ca-certificates
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/ca-certificates-2022.12.7-ha878542_0.conda
+  version: 2022.12.7
+- category: main
+  dependencies: {}
+  hash:
+    md5: 0c96522c6bdaed4b1566d11387caaf45
+    sha256: 58d7f40d2940dd0a8aa28651239adbf5613254df0f75789919c4e6762054403b
+  manager: conda
+  name: font-ttf-dejavu-sans-mono
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-dejavu-sans-mono-2.37-hab24e00_0.tar.bz2
+  version: '2.37'
+- category: main
+  dependencies: {}
+  hash:
+    md5: 34893075a5c9e55cdafac56607368fc6
+    sha256: c52a29fdac682c20d252facc50f01e7c2e7ceac52aa9817aaf0bb83f7559ec5c
+  manager: conda
+  name: font-ttf-inconsolata
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-inconsolata-3.000-h77eed37_0.tar.bz2
+  version: '3.000'
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: 00925c8c055a2275614b4d983e1df637245e19058d79fc7dd1a93b8d9fb4b139
+  manager: conda
+  name: font-ttf-source-code-pro
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-source-code-pro-2.038-h77eed37_0.tar.bz2
+  version: '2.038'
+- category: main
+  dependencies: {}
+  hash:
+    md5: 19410c3df09dfb12d1206132a1d357c5
+    sha256: 470d5db54102bd51dbb0c5990324a2f4a0bc976faa493b22193338adb9882e2e
+  manager: conda
+  name: font-ttf-ubuntu
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/font-ttf-ubuntu-0.83-hab24e00_0.tar.bz2
+  version: '0.83'
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: f6cc89d887555912d6c61b295d398cff9ec982a3417d38025c45d5dd9b9e79cd
+  manager: conda
+  name: ld_impl_linux-64
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/ld_impl_linux-64-2.40-h41732ed_0.conda
+  version: '2.40'
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: 03ea784edd12037dc3a7a0078ff3f9c3383feabb34d5ba910bb2fd7a21a2d961
+  manager: conda
+  name: libgfortran5
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libgfortran5-12.2.0-h337968e_19.tar.bz2
+  version: 12.2.0
+- category: main
+  dependencies: {}
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+  manager: conda
+  name: libstdcxx-ng
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libstdcxx-ng-12.2.0-h46fd767_19.tar.bz2
+  version: 12.2.0
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: bcb15db27eb6fbc0fe15d23aa60dcfa58ef451d92771441068d4a911aea7bb9f
+  manager: conda
+  name: python_abi
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/python_abi-3.10-3_cp310.conda
+  version: '3.10'
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: d48c964188ca49660d750cffd73698d217cf94e694cd51987f9f186425435e76
+  manager: conda
+  name: pytorch-mutex
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/pytorch/noarch/pytorch-mutex-1.0-cpu.tar.bz2
+  version: '1.0'
+- category: main
+  dependencies: {}
+  hash:
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+    sha256: 0bfae0b9962bc0dbf79048f9175b913ed4f53c4310d06708dc7acbb290ad82f6
+  manager: conda
+  name: tzdata
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/tzdata-2022g-h191b570_0.conda
+  version: 2022g
+- category: main
+  dependencies:
+    font-ttf-dejavu-sans-mono: ''
+    font-ttf-inconsolata: ''
+    font-ttf-source-code-pro: ''
+    font-ttf-ubuntu: ''
+  hash:
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+  manager: conda
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-forge-1-0.tar.bz2
+  version: '1'
+- category: main
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+  hash:
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+  manager: conda
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+  manager: conda
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/fonts-conda-ecosystem-1-0.tar.bz2
+  version: '1'
+- category: main
+  dependencies:
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+    llvm-openmp: '>=9.0.1'
+  hash:
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+  manager: conda
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+  optional: false
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+  url: https://conda.anaconda.org/conda-forge/linux-64/_openmp_mutex-4.5-2_kmp_llvm.tar.bz2
+  version: '4.5'
+- category: main
+  dependencies:
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+    _openmp_mutex: '>=4.5'
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+  dependencies:
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+  optional: false
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+  url: https://conda.anaconda.org/conda-forge/linux-64/alsa-lib-1.2.8-h166bdaf_0.tar.bz2
+  version: 1.2.8
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+- category: main
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+  version: 9e
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+  manager: conda
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+  optional: false
+  platform: linux-64
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+  manager: conda
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+  version: 3.4.2
+- category: main
+  dependencies:
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+  manager: conda
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libiconv-1.17-h166bdaf_0.tar.bz2
+  version: '1.17'
+- category: main
+  dependencies:
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+    sha256: 0d8b666ca4deabf948a76654df0fa1277145bed1c9e8a58e18a649c22c5f1c3e
+  manager: conda
+  name: libjpeg-turbo
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libjpeg-turbo-2.1.4-h166bdaf_0.tar.bz2
+  version: 2.1.4
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/pyopenssl-23.0.0-pyhd8ed1ab_0.conda
+  version: 23.0.0
+- category: main
+  dependencies:
+    cryptography: ''
+    dbus: ''
+    jeepney: '>=0.6'
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
+  hash:
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+  manager: conda
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+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/secretstorage-3.3.3-py310hff52083_1.tar.bz2
+  version: 3.3.3
+- category: main
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+    filelock: '>=3.4.1,<4'
+    platformdirs: '>=2.4,<3'
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
+  hash:
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+    sha256: b9401c6c727b597e0a56620b50c7383d8e8700473f88ac93717f810eddefe58d
+  manager: conda
+  name: virtualenv
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/virtualenv-20.17.1-py310hff52083_0.conda
+  version: 20.17.1
+- category: main
+  dependencies:
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+    jaraco.classes: ''
+    jeepney: '>=0.4.2'
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
+    secretstorage: '>=3.2'
+  hash:
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+    sha256: c709408ded9e04b193a5f6c77f6586ab4ab93bdb5a5413eeecc9530165ccf312
+  manager: conda
+  name: keyring
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/keyring-23.13.1-py310hff52083_0.conda
+  version: 23.13.1
+- category: main
+  dependencies:
+    certifi: '>=2020.06.20'
+    contourpy: '>=1.0.1'
+    cycler: '>=0.10'
+    fonttools: '>=4.22.0'
+    freetype: '>=2.12.1,<3.0a0'
+    kiwisolver: '>=1.0.1'
+    libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
+    numpy: '>=1.21.6,<2.0a0'
+    packaging: '>=20.0'
+    pillow: '>=6.2.0'
+    pyparsing: '>=2.3.1'
+    python: '>=3.10,<3.11.0a0'
+    python-dateutil: '>=2.7'
+    python_abi: 3.10.* *_cp310
+    tk: '>=8.6.12,<8.7.0a0'
+  hash:
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+    sha256: a262a9f4498ddc7f146f31ae79fcffefe0c7b58a059cb02d0567fafb9e83a3c6
+  manager: conda
+  name: matplotlib-base
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-base-3.6.3-py310he60537e_0.conda
+  version: 3.6.3
+- category: main
+  dependencies:
+    blas: '* mkl'
+    mkl: '>=2018'
+    python: '>=3.10,<3.11.0a0'
+    pytorch-mutex: 1.0 cpu
+    typing_extensions: ''
+  hash:
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+    sha256: 7e78247a77c24409553ec11dff114049019631d6f25c4bc9f6a41c983cb80275
+  manager: conda
+  name: pytorch
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/pytorch/linux-64/pytorch-1.13.1-py3.10_cpu_0.tar.bz2
+  version: 1.13.1
+- category: main
+  dependencies:
+    __glibc: '>=2.17,<3.0.a0'
+    alsa-lib: '>=1.2.8,<1.2.9.0a0'
+    dbus: '>=1.13.6,<2.0a0'
+    expat: '>=2.5.0,<3.0a0'
+    fontconfig: '>=2.14.1,<3.0a0'
+    fonts-conda-ecosystem: ''
+    freetype: '>=2.12.1,<3.0a0'
+    gst-plugins-base: '>=1.21.3,<1.22.0a0'
+    gstreamer: '>=1.21.3,<1.22.0a0'
+    harfbuzz: '>=6.0.0,<7.0a0'
+    icu: '>=70.1,<71.0a0'
+    jpeg: '>=9e,<10a'
+    krb5: '>=1.20.1,<1.21.0a0'
+    libclang: '>=15.0.7,<16.0a0'
+    libclang13: '>=15.0.7'
+    libcups: '>=2.3.3,<2.4.0a0'
+    libevent: '>=2.1.10,<2.1.11.0a0'
+    libgcc-ng: '>=12'
+    libglib: '>=2.74.1,<3.0a0'
+    libpng: '>=1.6.39,<1.7.0a0'
+    libpq: '>=15.1,<16.0a0'
+    libsqlite: '>=3.40.0,<4.0a0'
+    libstdcxx-ng: '>=12'
+    libxcb: '>=1.13,<1.14.0a0'
+    libxkbcommon: '>=1.0.3,<2.0a0'
+    libxml2: '>=2.10.3,<2.11.0a0'
+    libzlib: '>=1.2.13,<1.3.0a0'
+    mysql-libs: '>=8.0.32,<8.1.0a0'
+    nspr: '>=4.35,<5.0a0'
+    nss: '>=3.82,<4.0a0'
+    openssl: '>=3.0.7,<4.0a0'
+    pulseaudio: '>=16.1,<16.2.0a0'
+    xcb-util: ''
+    xcb-util-image: ''
+    xcb-util-keysyms: ''
+    xcb-util-renderutil: ''
+    xcb-util-wm: ''
+    zstd: '>=1.5.2,<1.6.0a0'
+  hash:
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+    sha256: 8da3cbbd96f0215a512d8a970f565781a98bdf0441a88a980aab70a399239b60
+  manager: conda
+  name: qt-main
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/qt-main-5.15.6-h602db52_6.conda
+  version: 5.15.6
+- category: main
+  dependencies:
+    brotlipy: '>=0.6.0'
+    certifi: ''
+    cryptography: '>=1.3.4'
+    idna: '>=2.0.0'
+    pyopenssl: '>=0.14'
+    pysocks: '>=1.5.6,<2.0,!=1.5.7'
+    python: <4.0
+  hash:
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+    sha256: f2f09c44e47946ce631dbc9a8a79bb463ac0f4122aaafdbcc51f200a1e420ca6
+  manager: conda
+  name: urllib3
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/urllib3-1.26.14-pyhd8ed1ab_0.conda
+  version: 1.26.14
+- category: main
+  dependencies:
+    libgcc-ng: '>=12'
+    libstdcxx-ng: '>=12'
+    pyqt5-sip: 12.11.0 py310heca2aa9_3
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
+    qt-main: '>=5.15.6,<5.16.0a0'
+    sip: '>=6.7.5,<6.8.0a0'
+  hash:
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+    sha256: 9210571612b135979541c5c65d28eda82941b3d613f3c8c792971bdfb7b4383a
+  manager: conda
+  name: pyqt
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/pyqt-5.15.7-py310hab646b1_3.conda
+  version: 5.15.7
+- category: main
+  dependencies:
+    certifi: '>=2017.4.17'
+    charset-normalizer: '>=2,<3'
+    idna: '>=2.5,<4'
+    python: '>=3.7,<4.0'
+    urllib3: '>=1.21.1,<1.27'
+  hash:
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+    sha256: 22c081b4cdd023a514400413f50efdf2c378f56f2a5ea9d65666aacf4696490a
+  manager: conda
+  name: requests
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.28.2-pyhd8ed1ab_0.conda
+  version: 2.28.2
+- category: main
+  dependencies:
+    certifi: ''
+    python: '>=3'
+    urllib3: '>=1.10'
+  hash:
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+    sha256: 9ba8920866ae1412fad7aed2e82631da1cb4289d7de4a940181722e5e5a69989
+  manager: conda
+  name: sentry-sdk
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/sentry-sdk-1.14.0-pyhd8ed1ab_0.conda
+  version: 1.14.0
+- category: main
+  dependencies:
+    msgpack-python: '>=0.5.2'
+    python: '>=3.6'
+    requests: ''
+  hash:
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+    sha256: c863c2bf200008e255f69bececda3477c1bb23e2b63a82612099a91a418ca2ea
+  manager: conda
+  name: cachecontrol
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/cachecontrol-0.12.11-pyhd8ed1ab_0.tar.bz2
+  version: 0.12.11
+- category: main
+  dependencies:
+    appdirs: ''
+    click: '>=5.1'
+    filelock: ''
+    python: '>=3.7'
+    requests: '>=2'
+  hash:
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+    sha256: b71784b6c24d2320b2f796d074e75e7dd1be7b7fc0f719c5cf3a582270b368d6
+  manager: conda
+  name: ensureconda
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/ensureconda-1.4.3-pyhd8ed1ab_0.tar.bz2
+  version: 1.4.3
+- category: main
+  dependencies:
+    matplotlib-base: '>=3.6.3,<3.6.4.0a0'
+    pyqt: '>=5'
+    python: '>=3.10,<3.11.0a0'
+    python_abi: 3.10.* *_cp310
+    tornado: '>=5'
+  hash:
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+    sha256: 308bce36a59033a1e6ca6436b1adb3954fe8ebae72a73918e016c62a444b8512
+  manager: conda
+  name: matplotlib
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/matplotlib-3.6.3-py310hff52083_0.conda
+  version: 3.6.3
+- category: main
+  dependencies:
+    appdirs: '>=1.4.3'
+    click: '>=7.0,!=8.0.0'
+    docker-pycreds: '>=0.4.0'
+    gitpython: '>=1.0.0'
+    pathtools: ''
+    protobuf: '>=3.19.0,!=4.21.0,<5'
+    psutil: '>=5.0.0'
+    python: '>=3.6'
+    pyyaml: ''
+    requests: '>=2.0.0,<3'
+    sentry-sdk: '>=1.0.0'
+    setproctitle: ''
+    setuptools: ''
+    typing_extensions: ''
+  hash:
+    md5: cf7c4df218f4ff5ed96cd906d0c27a94
+    sha256: e7f35caeb09a4572c655abae7e899866966b53c934b595d3757fab6bd9cde52d
+  manager: conda
+  name: wandb
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/wandb-0.13.9-pyhd8ed1ab_0.conda
+  version: 0.13.9
+- category: main
+  dependencies:
+    cachecontrol: '>=0.12.9'
+    cachy: '>=0.3.0'
+    click: '>=8.0'
+    click-default-group: ''
+    clikit: '>=0.6.2'
+    crashtest: '>=0.3.0'
+    ensureconda: '>=1.3'
+    filelock: '>=3.8.0'
+    html5lib: '>=1.0'
+    importlib-metadata: '>=1.7.0'
+    jinja2: ''
+    keyring: '>=21.2.0'
+    packaging: '>=20.4'
+    pkginfo: '>=1.4'
+    pydantic: '>=1.8.1'
+    python: '>=3.6'
+    pyyaml: '>=5.1'
+    requests: '>=2.18'
+    ruamel.yaml: ''
+    tomli: ''
+    tomlkit: '>=0.7.0'
+    toolz: '>=0.12.0,<1.0.0'
+    typing_extensions: ''
+    virtualenv: '>=20.0.26'
+  hash:
+    md5: 442dd6033cd1e6e4f482b7e477b71fce
+    sha256: 95d28ae0d3cfa8f1d7efbcbb46d3a43ce12479a66cb90cbb238a021ebdf675ac
+  manager: conda
+  name: conda-lock
+  optional: false
+  platform: linux-64
+  url: https://conda.anaconda.org/conda-forge/noarch/conda-lock-1.4.0-pyhd8ed1ab_0.conda
+  version: 1.4.0
+version: 1
diff --git a/environment.yml b/environment.yml
index 595af3d..85467d8 100644
--- a/environment.yml
+++ b/environment.yml
@@ -3,153 +3,21 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - _libgcc_mutex=0.1=conda_forge
-  - _openmp_mutex=4.5=2_gnu
-  - accelerate=0.15.0=pyhd8ed1ab_0
-  - antlr-python-runtime=4.9.3=pyhd8ed1ab_1
-  - appdirs=1.4.4=pyh9f0ad1d_0
-  - astroid=2.11.7=py310h06a4308_0
-  - attrs=22.1.0=py310h06a4308_0
-  - black=22.6.0=py310h06a4308_0
-  - blas=1.0=mkl
-  - brotli=1.0.9=h5eee18b_7
-  - brotli-bin=1.0.9=h5eee18b_7
-  - brotlipy=0.7.0=py310h5764c6d_1005
-  - bzip2=1.0.8=h7f98852_4
-  - ca-certificates=2022.12.7=ha878542_0
-  - certifi=2022.12.7=pyhd8ed1ab_0
-  - cffi=1.15.1=py310h74dc2b5_0
-  - charset-normalizer=2.1.1=pyhd8ed1ab_0
-  - click=8.0.3=pyhd3eb1b0_0
-  - 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
+  - conda-lock
+  - black
+  - click
+  - einops
+  - hydra-core
+  - matplotlib
+  - numpy
+  - pip
+  - wandb
+  - pytest
+  - python=3.10
+  - python-dotenv
+  - pytorch=1.13
+  - requests
+  - sqlite
+  - tqdm
+platforms:
+  - linux-64