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在已安装torch的情况下，测试是否会自动安装对应版本的torchvision和torchaudio
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test_install _torchvision_torchaudio.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/SWHL/806acc5737acdbdab65f04e22703fe3c/welcome-to-colaboratory.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"source": [
"!pip list"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "Gwj6sJ9fWxXm",
"outputId": "08f6228f-852c-49f0-9aa4-193821a70dfc"
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Package Version\n",
"-------------------------------- ---------------------\n",
"absl-py 1.4.0\n",
"aiohttp 3.8.5\n",
"aiosignal 1.3.1\n",
"alabaster 0.7.13\n",
"albumentations 1.2.1\n",
"altair 4.2.2\n",
"anyio 3.7.1\n",
"appdirs 1.4.4\n",
"argon2-cffi 21.3.0\n",
"argon2-cffi-bindings 21.2.0\n",
"array-record 0.4.0\n",
"arviz 0.15.1\n",
"astropy 5.2.2\n",
"astunparse 1.6.3\n",
"async-timeout 4.0.2\n",
"attrs 23.1.0\n",
"audioread 3.0.0\n",
"autograd 1.6.2\n",
"Babel 2.12.1\n",
"backcall 0.2.0\n",
"beautifulsoup4 4.11.2\n",
"bleach 6.0.0\n",
"blinker 1.4\n",
"blis 0.7.10\n",
"blosc2 2.0.0\n",
"bokeh 3.1.1\n",
"branca 0.6.0\n",
"build 0.10.0\n",
"CacheControl 0.13.1\n",
"cachetools 5.3.1\n",
"catalogue 2.0.9\n",
"certifi 2023.7.22\n",
"cffi 1.15.1\n",
"chardet 4.0.0\n",
"charset-normalizer 2.0.12\n",
"chex 0.1.7\n",
"click 8.1.6\n",
"click-plugins 1.1.1\n",
"cligj 0.7.2\n",
"cloudpickle 2.2.1\n",
"cmake 3.25.2\n",
"cmdstanpy 1.1.0\n",
"colorcet 3.0.1\n",
"colorlover 0.3.0\n",
"community 1.0.0b1\n",
"confection 0.1.0\n",
"cons 0.4.6\n",
"contextlib2 21.6.0\n",
"contourpy 1.1.0\n",
"convertdate 2.4.0\n",
"cryptography 3.4.8\n",
"cufflinks 0.17.3\n",
"cvxopt 1.3.1\n",
"cvxpy 1.3.2\n",
"cycler 0.11.0\n",
"cymem 2.0.7\n",
"Cython 0.29.36\n",
"dask 2022.12.1\n",
"datascience 0.17.6\n",
"db-dtypes 1.1.1\n",
"dbus-python 1.2.18\n",
"debugpy 1.6.6\n",
"decorator 4.4.2\n",
"defusedxml 0.7.1\n",
"distributed 2022.12.1\n",
"distro 1.7.0\n",
"dlib 19.24.2\n",
"dm-tree 0.1.8\n",
"docutils 0.16\n",
"dopamine-rl 4.0.6\n",
"duckdb 0.8.1\n",
"earthengine-api 0.1.360\n",
"easydict 1.10\n",
"ecos 2.0.12\n",
"editdistance 0.6.2\n",
"en-core-web-sm 3.5.0\n",
"entrypoints 0.4\n",
"ephem 4.1.4\n",
"et-xmlfile 1.1.0\n",
"etils 1.3.0\n",
"etuples 0.3.9\n",
"exceptiongroup 1.1.2\n",
"fastai 2.7.12\n",
"fastcore 1.5.29\n",
"fastdownload 0.0.7\n",
"fastjsonschema 2.18.0\n",
"fastprogress 1.0.3\n",
"fastrlock 0.8.1\n",
"filelock 3.12.2\n",
"Fiona 1.9.4.post1\n",
"firebase-admin 5.3.0\n",
"Flask 2.2.5\n",
"flatbuffers 23.5.26\n",
"flax 0.7.0\n",
"folium 0.14.0\n",
"fonttools 4.41.1\n",
"frozendict 2.3.8\n",
"frozenlist 1.4.0\n",
"fsspec 2023.6.0\n",
"future 0.18.3\n",
"gast 0.4.0\n",
"gcsfs 2023.6.0\n",
"GDAL 3.4.3\n",
"gdown 4.6.6\n",
"gensim 4.3.1\n",
"geographiclib 2.0\n",
"geopandas 0.13.2\n",
"geopy 2.3.0\n",
"gin-config 0.5.0\n",
"glob2 0.7\n",
"google 2.0.3\n",
"google-api-core 2.11.1\n",
"google-api-python-client 2.84.0\n",
"google-auth 2.17.3\n",
"google-auth-httplib2 0.1.0\n",
"google-auth-oauthlib 1.0.0\n",
"google-cloud-bigquery 3.10.0\n",
"google-cloud-bigquery-connection 1.12.1\n",
"google-cloud-bigquery-storage 2.22.0\n",
"google-cloud-core 2.3.3\n",
"google-cloud-datastore 2.15.2\n",
"google-cloud-firestore 2.11.1\n",
"google-cloud-functions 1.13.1\n",
"google-cloud-language 2.9.1\n",
"google-cloud-storage 2.8.0\n",
"google-cloud-translate 3.11.2\n",
"google-colab 1.0.0\n",
"google-crc32c 1.5.0\n",
"google-pasta 0.2.0\n",
"google-resumable-media 2.5.0\n",
"googleapis-common-protos 1.59.1\n",
"googledrivedownloader 0.4\n",
"graphviz 0.20.1\n",
"greenlet 2.0.2\n",
"grpc-google-iam-v1 0.12.6\n",
"grpcio 1.56.2\n",
"grpcio-status 1.48.2\n",
"gspread 3.4.2\n",
"gspread-dataframe 3.3.1\n",
"gym 0.25.2\n",
"gym-notices 0.0.8\n",
"h5netcdf 1.2.0\n",
"h5py 3.8.0\n",
"holidays 0.29\n",
"holoviews 1.15.4\n",
"html5lib 1.1\n",
"httpimport 1.3.0\n",
"httplib2 0.21.0\n",
"humanize 4.6.0\n",
"hyperopt 0.2.7\n",
"idna 3.4\n",
"imageio 2.25.1\n",
"imageio-ffmpeg 0.4.8\n",
"imagesize 1.4.1\n",
"imbalanced-learn 0.10.1\n",
"imgaug 0.4.0\n",
"importlib-metadata 4.6.4\n",
"importlib-resources 6.0.0\n",
"imutils 0.5.4\n",
"inflect 6.0.5\n",
"iniconfig 2.0.0\n",
"intel-openmp 2023.2.0\n",
"ipykernel 5.5.6\n",
"ipython 7.34.0\n",
"ipython-genutils 0.2.0\n",
"ipython-sql 0.4.1\n",
"ipywidgets 7.7.1\n",
"itsdangerous 2.1.2\n",
"jax 0.4.13\n",
"jaxlib 0.4.13+cuda11.cudnn86\n",
"jeepney 0.7.1\n",
"jieba 0.42.1\n",
"Jinja2 3.1.2\n",
"joblib 1.3.1\n",
"jsonpickle 3.0.1\n",
"jsonschema 4.3.3\n",
"jupyter-client 6.1.12\n",
"jupyter-console 6.1.0\n",
"jupyter_core 5.3.1\n",
"jupyter-server 1.24.0\n",
"jupyterlab-pygments 0.2.2\n",
"jupyterlab-widgets 3.0.8\n",
"kaggle 1.5.16\n",
"keras 2.12.0\n",
"keyring 23.5.0\n",
"kiwisolver 1.4.4\n",
"langcodes 3.3.0\n",
"launchpadlib 1.10.16\n",
"lazr.restfulclient 0.14.4\n",
"lazr.uri 1.0.6\n",
"lazy_loader 0.3\n",
"libclang 16.0.6\n",
"librosa 0.10.0.post2\n",
"lightgbm 3.3.5\n",
"linkify-it-py 2.0.2\n",
"lit 16.0.6\n",
"llvmlite 0.39.1\n",
"locket 1.0.0\n",
"logical-unification 0.4.6\n",
"LunarCalendar 0.0.9\n",
"lxml 4.9.3\n",
"Markdown 3.4.3\n",
"markdown-it-py 3.0.0\n",
"MarkupSafe 2.1.3\n",
"matplotlib 3.7.1\n",
"matplotlib-inline 0.1.6\n",
"matplotlib-venn 0.11.9\n",
"mdit-py-plugins 0.4.0\n",
"mdurl 0.1.2\n",
"miniKanren 1.0.3\n",
"missingno 0.5.2\n",
"mistune 0.8.4\n",
"mizani 0.8.1\n",
"mkl 2019.0\n",
"ml-dtypes 0.2.0\n",
"mlxtend 0.22.0\n",
"more-itertools 9.1.0\n",
"moviepy 1.0.3\n",
"mpmath 1.3.0\n",
"msgpack 1.0.5\n",
"multidict 6.0.4\n",
"multipledispatch 1.0.0\n",
"multitasking 0.0.11\n",
"murmurhash 1.0.9\n",
"music21 8.1.0\n",
"natsort 8.3.1\n",
"nbclient 0.8.0\n",
"nbconvert 6.5.4\n",
"nbformat 5.9.1\n",
"nest-asyncio 1.5.6\n",
"networkx 3.1\n",
"nibabel 3.0.2\n",
"nltk 3.8.1\n",
"notebook 6.4.8\n",
"numba 0.56.4\n",
"numexpr 2.8.4\n",
"numpy 1.22.4\n",
"oauth2client 4.1.3\n",
"oauthlib 3.2.2\n",
"opencv-contrib-python 4.7.0.72\n",
"opencv-python 4.7.0.72\n",
"opencv-python-headless 4.8.0.74\n",
"openpyxl 3.0.10\n",
"opt-einsum 3.3.0\n",
"optax 0.1.5\n",
"orbax-checkpoint 0.3.0\n",
"osqp 0.6.2.post8\n",
"packaging 23.1\n",
"palettable 3.3.3\n",
"pandas 1.5.3\n",
"pandas-datareader 0.10.0\n",
"pandas-gbq 0.17.9\n",
"pandocfilters 1.5.0\n",
"panel 1.2.0\n",
"param 1.13.0\n",
"parso 0.8.3\n",
"partd 1.4.0\n",
"pathlib 1.0.1\n",
"pathy 0.10.2\n",
"patsy 0.5.3\n",
"pexpect 4.8.0\n",
"pickleshare 0.7.5\n",
"Pillow 9.4.0\n",
"pip 23.1.2\n",
"pip-tools 6.13.0\n",
"platformdirs 3.9.1\n",
"plotly 5.13.1\n",
"plotnine 0.10.1\n",
"pluggy 1.2.0\n",
"polars 0.17.3\n",
"pooch 1.6.0\n",
"portpicker 1.5.2\n",
"prefetch-generator 1.0.3\n",
"preshed 3.0.8\n",
"prettytable 0.7.2\n",
"proglog 0.1.10\n",
"progressbar2 4.2.0\n",
"prometheus-client 0.17.1\n",
"promise 2.3\n",
"prompt-toolkit 3.0.39\n",
"prophet 1.1.4\n",
"proto-plus 1.22.3\n",
"protobuf 3.20.3\n",
"psutil 5.9.5\n",
"psycopg2 2.9.6\n",
"ptyprocess 0.7.0\n",
"py-cpuinfo 9.0.0\n",
"py4j 0.10.9.7\n",
"pyarrow 9.0.0\n",
"pyasn1 0.5.0\n",
"pyasn1-modules 0.3.0\n",
"pycocotools 2.0.6\n",
"pycparser 2.21\n",
"pyct 0.5.0\n",
"pydantic 1.10.11\n",
"pydata-google-auth 1.8.1\n",
"pydot 1.4.2\n",
"pydot-ng 2.0.0\n",
"pydotplus 2.0.2\n",
"PyDrive 1.3.1\n",
"pyerfa 2.0.0.3\n",
"pygame 2.5.0\n",
"Pygments 2.14.0\n",
"PyGObject 3.42.1\n",
"PyJWT 2.3.0\n",
"pymc 5.1.2\n",
"PyMeeus 0.5.12\n",
"pymystem3 0.2.0\n",
"PyOpenGL 3.1.7\n",
"pyparsing 3.1.0\n",
"pyproj 3.6.0\n",
"pyproject_hooks 1.0.0\n",
"pyrsistent 0.19.3\n",
"PySocks 1.7.1\n",
"pytensor 2.10.1\n",
"pytest 7.2.2\n",
"python-apt 0.0.0\n",
"python-dateutil 2.8.2\n",
"python-louvain 0.16\n",
"python-slugify 8.0.1\n",
"python-utils 3.7.0\n",
"pytz 2022.7.1\n",
"pyviz-comms 2.3.2\n",
"PyWavelets 1.4.1\n",
"PyYAML 6.0.1\n",
"pyzmq 23.2.1\n",
"qdldl 0.1.7.post0\n",
"qudida 0.0.4\n",
"regex 2022.10.31\n",
"requests 2.27.1\n",
"requests-oauthlib 1.3.1\n",
"requirements-parser 0.5.0\n",
"rich 13.4.2\n",
"rpy2 3.5.5\n",
"rsa 4.9\n",
"scikit-image 0.19.3\n",
"scikit-learn 1.2.2\n",
"scipy 1.10.1\n",
"scs 3.2.3\n",
"seaborn 0.12.2\n",
"SecretStorage 3.3.1\n",
"Send2Trash 1.8.2\n",
"setuptools 67.7.2\n",
"shapely 2.0.1\n",
"six 1.16.0\n",
"sklearn-pandas 2.2.0\n",
"smart-open 6.3.0\n",
"sniffio 1.3.0\n",
"snowballstemmer 2.2.0\n",
"sortedcontainers 2.4.0\n",
"soundfile 0.12.1\n",
"soupsieve 2.4.1\n",
"soxr 0.3.5\n",
"spacy 3.5.4\n",
"spacy-legacy 3.0.12\n",
"spacy-loggers 1.0.4\n",
"Sphinx 3.5.4\n",
"sphinxcontrib-applehelp 1.0.4\n",
"sphinxcontrib-devhelp 1.0.2\n",
"sphinxcontrib-htmlhelp 2.0.1\n",
"sphinxcontrib-jsmath 1.0.1\n",
"sphinxcontrib-qthelp 1.0.3\n",
"sphinxcontrib-serializinghtml 1.1.5\n",
"SQLAlchemy 2.0.19\n",
"sqlparse 0.4.4\n",
"srsly 2.4.7\n",
"statsmodels 0.13.5\n",
"sympy 1.11.1\n",
"tables 3.8.0\n",
"tabulate 0.9.0\n",
"tblib 2.0.0\n",
"tenacity 8.2.2\n",
"tensorboard 2.12.3\n",
"tensorboard-data-server 0.7.1\n",
"tensorflow 2.12.0\n",
"tensorflow-datasets 4.9.2\n",
"tensorflow-estimator 2.12.0\n",
"tensorflow-gcs-config 2.12.0\n",
"tensorflow-hub 0.14.0\n",
"tensorflow-io-gcs-filesystem 0.32.0\n",
"tensorflow-metadata 1.13.1\n",
"tensorflow-probability 0.20.1\n",
"tensorstore 0.1.40\n",
"termcolor 2.3.0\n",
"terminado 0.17.1\n",
"text-unidecode 1.3\n",
"textblob 0.17.1\n",
"tf-slim 1.1.0\n",
"thinc 8.1.10\n",
"threadpoolctl 3.2.0\n",
"tifffile 2023.7.18\n",
"tinycss2 1.2.1\n",
"toml 0.10.2\n",
"tomli 2.0.1\n",
"toolz 0.12.0\n",
"torch 2.0.1+cu118\n",
"torchaudio 2.0.2+cu118\n",
"torchdata 0.6.1\n",
"torchsummary 1.5.1\n",
"torchtext 0.15.2\n",
"torchvision 0.15.2+cu118\n",
"tornado 6.3.1\n",
"tqdm 4.65.0\n",
"traitlets 5.7.1\n",
"triton 2.0.0\n",
"tweepy 4.13.0\n",
"typer 0.9.0\n",
"types-setuptools 68.0.0.3\n",
"typing_extensions 4.7.1\n",
"tzlocal 5.0.1\n",
"uc-micro-py 1.0.2\n",
"uritemplate 4.1.1\n",
"urllib3 1.26.16\n",
"vega-datasets 0.9.0\n",
"wadllib 1.3.6\n",
"wasabi 1.1.2\n",
"wcwidth 0.2.6\n",
"webcolors 1.13\n",
"webencodings 0.5.1\n",
"websocket-client 1.6.1\n",
"Werkzeug 2.3.6\n",
"wheel 0.41.0\n",
"widgetsnbextension 3.6.4\n",
"wordcloud 1.8.2.2\n",
"wrapt 1.14.1\n",
"xarray 2022.12.0\n",
"xarray-einstats 0.6.0\n",
"xgboost 1.7.6\n",
"xlrd 2.0.1\n",
"xyzservices 2023.7.0\n",
"yarl 1.9.2\n",
"yellowbrick 1.5\n",
"yfinance 0.2.25\n",
"zict 3.0.0\n",
"zipp 3.16.2\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"!pip uninstall torchvision torchaudio"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "-m-7GSVaWzKX",
"outputId": "2b50b017-3502-4b17-aacc-7e8c2c21eb9c"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Found existing installation: torchvision 0.15.2+cu118\n",
"Uninstalling torchvision-0.15.2+cu118:\n",
" Would remove:\n",
" /usr/local/lib/python3.10/dist-packages/torchvision-0.15.2+cu118.dist-info/*\n",
" /usr/local/lib/python3.10/dist-packages/torchvision.libs/libcudart.60cfec8e.so.11.0\n",
" /usr/local/lib/python3.10/dist-packages/torchvision.libs/libjpeg.ceea7512.so.62\n",
" /usr/local/lib/python3.10/dist-packages/torchvision.libs/libnvjpeg.70530407.so.11\n",
" /usr/local/lib/python3.10/dist-packages/torchvision.libs/libpng16.7f72a3c5.so.16\n",
" /usr/local/lib/python3.10/dist-packages/torchvision.libs/libz.e3d3156c.so.1\n",
" /usr/local/lib/python3.10/dist-packages/torchvision/*\n",
"Proceed (Y/n)? y\n",
" Successfully uninstalled torchvision-0.15.2+cu118\n",
"Found existing installation: torchaudio 2.0.2+cu118\n",
"Uninstalling torchaudio-2.0.2+cu118:\n",
" Would remove:\n",
" /usr/local/lib/python3.10/dist-packages/torchaudio-2.0.2+cu118.dist-info/*\n",
" /usr/local/lib/python3.10/dist-packages/torchaudio/*\n",
"Proceed (Y/n)? y\n",
" Successfully uninstalled torchaudio-2.0.2+cu118\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"! pip install torchvision torchaudio"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "rCaWbfWUW8VI",
"outputId": "8820c8a4-a734-4d2f-aade-328f3d7a563b"
},
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting torchvision\n",
" Downloading torchvision-0.15.2-cp310-cp310-manylinux1_x86_64.whl (6.0 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m6.0/6.0 MB\u001b[0m \u001b[31m20.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hCollecting torchaudio\n",
" Downloading torchaudio-2.0.2-cp310-cp310-manylinux1_x86_64.whl (4.4 MB)\n",
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m4.4/4.4 MB\u001b[0m \u001b[31m48.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
"\u001b[?25hRequirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from torchvision) (1.22.4)\n",
"Requirement already satisfied: requests in /usr/local/lib/python3.10/dist-packages (from torchvision) (2.27.1)\n",
"Requirement already satisfied: torch==2.0.1 in /usr/local/lib/python3.10/dist-packages (from torchvision) (2.0.1+cu118)\n",
"Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /usr/local/lib/python3.10/dist-packages (from torchvision) (9.4.0)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (3.12.2)\n",
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (4.7.1)\n",
"Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (1.11.1)\n",
"Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (3.1)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (3.1.2)\n",
"Requirement already satisfied: triton==2.0.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.0.1->torchvision) (2.0.0)\n",
"Requirement already satisfied: cmake in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.1->torchvision) (3.25.2)\n",
"Requirement already satisfied: lit in /usr/local/lib/python3.10/dist-packages (from triton==2.0.0->torch==2.0.1->torchvision) (16.0.6)\n",
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (1.26.16)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (2023.7.22)\n",
"Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (2.0.12)\n",
"Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->torchvision) (3.4)\n",
"Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.0.1->torchvision) (2.1.3)\n",
"Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.0.1->torchvision) (1.3.0)\n",
"Installing collected packages: torchvision, torchaudio\n",
"Successfully installed torchaudio-2.0.2 torchvision-0.15.2\n"
]
}
]
},
{
"cell_type": "code",
"source": [],
"metadata": {
"id": "VBqkgH0zXEli"
},
"execution_count": null,
"outputs": []
}
],
"metadata": {
"colab": {
"name": "Welcome To Colaboratory",
"toc_visible": true,
"provenance": [],
"include_colab_link": true
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
@BunnyWithABear
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torch==1.7.1

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