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mlflow 1.30 -> 2.1

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deng
2023-03-01 14:56:27 +08:00
parent 0327ebf1f4
commit a0ac14d0f7
2 changed files with 82 additions and 18 deletions
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92
env.yaml → conda.yaml
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@ -1,26 +1,42 @@
name: torch name: mlflow
channels: channels:
- pytorch - pytorch
- anaconda
- conda-forge - conda-forge
dependencies: dependencies:
- alembic=1.9.4 - alembic=1.9.4
- aom=3.5.0 - aom=3.5.0
- appdirs=1.4.4 - arrow-cpp=9.0.0
- aws-c-auth=0.6.24
- aws-c-cal=0.5.20
- aws-c-common=0.8.11
- aws-c-compression=0.2.16
- aws-c-event-stream=0.2.18
- aws-c-http=0.7.4
- aws-c-io=0.13.17
- aws-c-mqtt=0.8.6
- aws-c-s3=0.2.4
- aws-c-sdkutils=0.1.7
- aws-checksums=0.1.14
- aws-crt-cpp=0.19.7
- aws-sdk-cpp=1.10.57
- bcrypt=3.2.2 - bcrypt=3.2.2
- blinker=1.5 - blinker=1.5
- bottleneck=1.3.4 - brotli=1.0.9
- brotli-bin=1.0.9
- brotlipy=0.7.0 - brotlipy=0.7.0
- bzip2=1.0.8 - bzip2=1.0.8
- ca-certificates=2022.4.26 - c-ares=1.18.1
- certifi=2022.6.15 - ca-certificates=2022.12.7
- certifi=2022.12.7
- cffi=1.15.1 - cffi=1.15.1
- charset-normalizer=2.1.1 - charset-normalizer=2.1.1
- click=8.1.3 - click=8.1.3
- cloudpickle=2.2.1 - cloudpickle=2.2.1
- colorama=0.4.6 - colorama=0.4.6
- configparser=5.3.0 - configparser=5.3.0
- contourpy=1.0.7
- cryptography=39.0.1 - cryptography=39.0.1
- cycler=0.11.0
- databricks-cli=0.17.4 - databricks-cli=0.17.4
- docker-py=6.0.0 - docker-py=6.0.0
- entrypoints=0.4 - entrypoints=0.4
@ -34,10 +50,13 @@ dependencies:
- fontconfig=2.14.2 - fontconfig=2.14.2
- fonts-conda-ecosystem=1 - fonts-conda-ecosystem=1
- fonts-conda-forge=1 - fonts-conda-forge=1
- fonttools=4.38.0
- freetype=2.12.1 - freetype=2.12.1
- gettext=0.21.1 - gettext=0.21.1
- gflags=2.2.2
- gitdb=4.0.10 - gitdb=4.0.10
- gitpython=3.1.31 - gitpython=3.1.31
- glog=0.6.0
- gmp=6.2.1 - gmp=6.2.1
- gnutls=3.7.8 - gnutls=3.7.8
- greenlet=2.0.2 - greenlet=2.0.2
@ -48,57 +67,85 @@ dependencies:
- importlib_resources=5.12.0 - importlib_resources=5.12.0
- itsdangerous=2.1.2 - itsdangerous=2.1.2
- jinja2=3.1.2 - jinja2=3.1.2
- joblib=1.2.0
- jpeg=9e - jpeg=9e
- kiwisolver=1.4.4
- krb5=1.20.1
- lame=3.100 - lame=3.100
- lcms2=2.14 - lcms2=2.14
- lerc=4.0.0 - lerc=4.0.0
- libabseil=20230125.0
- libblas=3.9.0 - libblas=3.9.0
- libbrotlicommon=1.0.9
- libbrotlidec=1.0.9
- libbrotlienc=1.0.9
- libcblas=3.9.0 - libcblas=3.9.0
- libcxx=14.0.6 - libcrc32c=1.1.2
- libcurl=7.88.1
- libcxx=15.0.7
- libdeflate=1.17 - libdeflate=1.17
- libedit=3.1.20191231
- libev=4.33
- libevent=2.1.10
- libffi=3.4.2 - libffi=3.4.2
- libgfortran=5.0.0 - libgfortran=5.0.0
- libgfortran5=11.3.0 - libgfortran5=11.3.0
- libgoogle-cloud=2.7.0
- libgrpc=1.51.1
- libiconv=1.17 - libiconv=1.17
- libidn2=2.3.4 - libidn2=2.3.4
- liblapack=3.9.0 - liblapack=3.9.0
- libllvm11=11.1.0
- libnghttp2=1.51.0
- libopenblas=0.3.21 - libopenblas=0.3.21
- libopus=1.3.1 - libopus=1.3.1
- libpng=1.6.39 - libpng=1.6.39
- libprotobuf=3.21.12 - libprotobuf=3.21.12
- libsodium=1.0.18 - libsodium=1.0.18
- libsqlite=3.40.0 - libsqlite=3.40.0
- libssh2=1.10.0
- libtasn1=4.19.0 - libtasn1=4.19.0
- libthrift=0.18.0
- libtiff=4.5.0 - libtiff=4.5.0
- libunistring=0.9.10 - libunistring=0.9.10
- libutf8proc=2.8.0
- libvpx=1.11.0 - libvpx=1.11.0
- libwebp-base=1.2.4 - libwebp-base=1.2.4
- libxcb=1.13 - libxcb=1.13
- libxml2=2.10.3 - libxml2=2.10.3
- libzlib=1.2.13 - libzlib=1.2.13
- llvm-openmp=15.0.7 - llvm-openmp=15.0.7
- llvmlite=0.39.1
- lz4-c=1.9.4
- mako=1.2.4 - mako=1.2.4
- markdown=3.4.1
- markupsafe=2.1.2 - markupsafe=2.1.2
- mlflow=1.30.0 - matplotlib-base=3.7.0
- mlflow=2.1.1
- munkres=1.1.4
- ncurses=6.3 - ncurses=6.3
- nettle=3.8.1 - nettle=3.8.1
- numexpr=2.8.1 - numba=0.56.4
- numpy=1.24.2 - numpy=1.23.5
- oauthlib=3.2.2 - oauthlib=3.2.2
- openh264=2.3.1 - openh264=2.3.1
- openjpeg=2.5.0 - openjpeg=2.5.0
- openssl=3.0.8 - openssl=3.0.8
- orc=1.8.2
- p11-kit=0.24.1 - p11-kit=0.24.1
- packaging=21.3 - packaging=22.0
- pandas=1.4.2 - pandas=1.5.3
- paramiko=3.0.0 - paramiko=3.0.0
- parquet-cpp=1.5.1
- pillow=9.4.0 - pillow=9.4.0
- pip=23.0.1 - pip=23.0.1
- pooch=1.6.0 - platformdirs=3.0.0
- pooch=1.7.0
- prometheus_client=0.16.0 - prometheus_client=0.16.0
- prometheus_flask_exporter=0.22.0 - prometheus_flask_exporter=0.22.2
- protobuf=4.21.12 - protobuf=4.21.12
- pthread-stubs=0.4 - pthread-stubs=0.4
- pyarrow=9.0.0
- pycparser=2.21 - pycparser=2.21
- pyjwt=2.6.0 - pyjwt=2.6.0
- pynacl=1.5.0 - pynacl=1.5.0
@ -113,22 +160,30 @@ dependencies:
- pywin32-on-windows=0.1.0 - pywin32-on-windows=0.1.0
- pyyaml=6.0 - pyyaml=6.0
- querystring_parser=1.2.4 - querystring_parser=1.2.4
- re2=2023.02.02
- readline=8.1.2 - readline=8.1.2
- requests=2.28.2 - requests=2.28.2
- scipy=1.10.0 - scikit-learn=1.2.1
- setuptools=67.3.2 - scipy=1.10.1
- setuptools=67.4.0
- shap=0.41.0
- six=1.16.0 - six=1.16.0
- slicer=0.0.7
- smmap=3.0.5 - smmap=3.0.5
- snappy=1.1.9
- sqlalchemy=1.4.46 - sqlalchemy=1.4.46
- sqlparse=0.4.3 - sqlparse=0.4.3
- svt-av1=1.4.1 - svt-av1=1.4.1
- tabulate=0.9.0 - tabulate=0.9.0
- threadpoolctl=3.1.0
- tk=8.6.12 - tk=8.6.12
- torchaudio=0.13.1 - torchaudio=0.13.1
- torchvision=0.14.1 - torchvision=0.14.1
- tqdm=4.64.1 - tqdm=4.64.1
- typing-extensions=4.4.0
- typing_extensions=4.4.0 - typing_extensions=4.4.0
- tzdata=2022g - tzdata=2022g
- unicodedata2=15.0.0
- urllib3=1.26.14 - urllib3=1.26.14
- websocket-client=1.5.1 - websocket-client=1.5.1
- werkzeug=2.2.3 - werkzeug=2.2.3
@ -139,6 +194,7 @@ dependencies:
- xorg-libxdmcp=1.1.3 - xorg-libxdmcp=1.1.3
- xz=5.2.6 - xz=5.2.6
- yaml=0.2.5 - yaml=0.2.5
- zipp=3.14.0 - zipp=3.15.0
- zlib=1.2.13
- zstd=1.5.2 - zstd=1.5.2
prefix: /Users/xiao_deng/miniforge3/envs/torch prefix: /Users/xiao_deng/miniforge3/envs/mlflow

8
test_pytorch_m1.py Normal file
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@ -0,0 +1,8 @@
import torch
import math
print('this ensures that the current MacOS version is at least 12.3+')
print(torch.backends.mps.is_available())
print('\nthis ensures that the current current PyTorch installation was built with MPS activated.')
print(torch.backends.mps.is_built())