Image-to-LaTeX项目环境搭建&样例试运行
项目地址:GitHub – kingyiusuen/image-to-latex: Convert images of LaTex math equations into LaTex code.
实际配置环境的时候,在venv有点问题
运行这两个命令总是报错,我查了下”venv”大概是python的虚拟环境,可以把不同项目隔开。
venv和conda的区别是,conda除了集成虚拟环境外,还有类似于pip install的conda install下载包方式,也有许多高级点的功能,那么就意味着我不用在这里运行这两个命令了。
(参考:Python配置-virtualenv和conda的区别_周先森爱吃素的博客-CSDN博客_virtualenv和conda区别)
环境配置跳过,结尾附上笔者环境供参考
可是我跟着一步步来却发现这个错误“Error executing job with overrides: [‘trainer.gpus=1’, ‘data.batch_size=32’]”
听师兄说明大概问题地方后,删除./data文件夹后,重新运行prepare_data.py
得到这个报错
find_and_replace.sh的路径有错误,删除./data文件夹,修改地址,重试
此时还遇到过这么一个问题,由于比较典,就当时独立出去写了一篇文章
Python自建库import显示ModuleNotFoundError – SCUTVK
指定gpu1运行
CUDA_VISIBLE_DEVICES=1 python scripts/run_experiment.py trainer.gpus=1 data.batch_size=32
最后可以顺利运行
到运行make streamlit的时候,遇到问题
刚开始找不到原因,后来看源码并且核查环境中的库的时候,发现这个库可能缺失,安装后解决问题
下一部,make docker
docker的百度百科:Docker 是一个开源的应用容器引擎,让开发者可以打包他们的应用以及依赖包到一个可移植的镜像中,然后发布到任何流行的 Linux或Windows 机器上,也可以实现虚拟化。容器是完全使用沙箱机制,相互之间不会有任何接口。
第一次接触,感觉应该是把项目和相应需要的api接口一起打包成一个容器,互不干扰,功能大概描述为运行项目的虚拟机。
最终,在localhost:8501中上传公式图片测试,成功
附录1. 环境
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
_openmp_mutex 4.5 1_gnu https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
abseil-cpp 20210324.2 h9c3ff4c_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
absl-py 0.14.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
aiohttp 3.7.4.post0 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
albumentations 1.0.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
altair 4.1.0 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
antlr-python-runtime 4.8 py37hc8dfbb8_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
argcomplete 1.12.3 pyhd8ed1ab_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
argh 0.26.2 pyh9f0ad1d_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
argon2-cffi 21.1.0 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
arrow-cpp 3.0.0 py37h6b21186_4 defaults
astor 0.8.1 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
async-timeout 3.0.1 py_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
async_generator 1.10 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
attrs 21.2.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
aws-c-common 0.4.57 he6710b0_1 defaults
aws-c-event-stream 0.1.6 h2531618_5 defaults
aws-checksums 0.1.9 he6710b0_0 defaults
aws-sdk-cpp 1.8.185 hce553d0_0 defaults
backcall 0.2.0 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
backports 1.0 py_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
backports.functools_lru_cache 1.6.4 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
backports.zoneinfo 0.2.1 py37h5e8e339_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
base58 2.1.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
blas 1.0 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
bleach 4.1.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
blinker 1.4 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
boost-cpp 1.69.0 h11c811c_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
boto3 1.18.63 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
botocore 1.21.63 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
brotli 1.0.9 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
brotli-bin 1.0.9 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
brotlipy 0.7.0 py37h5e8e339_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
bzip2 1.0.8 h7f98852_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
c-ares 1.17.2 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ca-certificates 2021.10.8 ha878542_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cachetools 4.2.4 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cairo 1.16.0 h18b612c_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
certifi 2021.10.8 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cffi 1.14.6 py37h036bc23_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
chardet 4.0.0 py37h89c1867_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
charset-normalizer 2.0.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
click 7.1.2 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cloudpickle 2.0.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
colorama 0.4.4 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
configparser 5.0.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cryptography 3.4.8 py37h5d9358c_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cudatoolkit 10.2.89 h8f6ccaa_9 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cycler 0.10.0 py_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
cytoolz 0.11.0 py37h5e8e339_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
dask-core 2021.9.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
dataclasses 0.8 pyhc8e2a94_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
debugpy 1.4.1 py37hcd2ae1e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
decorator 5.1.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
defusedxml 0.7.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
docker-pycreds 0.4.0 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
double-conversion 3.1.5 h9c3ff4c_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
editdistance 0.6.0 py37hcd2ae1e_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
entrypoints 0.3 pyhd8ed1ab_1003 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ffmpeg 4.0 hcdf2ecd_0 defaults
fontconfig 2.13.1 he4413a7_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
freeglut 3.2.1 h9c3ff4c_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
freetype 2.10.4 h0708190_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
fsspec 2021.10.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
future 0.18.2 py37h89c1867_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
geos 3.9.1 h9c3ff4c_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gettext 0.19.8.1 h73d1719_1008 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gflags 2.2.2 he1b5a44_1004 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gitdb 4.0.7 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gitpython 3.1.24 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
glib 2.68.4 h9c3ff4c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
glib-tools 2.68.4 h9c3ff4c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
glog 0.5.0 h48cff8f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gmp 6.2.1 h58526e2_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gnutls 3.6.13 h85f3911_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
google-auth 1.35.0 pyh6c4a22f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
google-auth-oauthlib 0.4.6 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
gql 0.1.0 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
graphite2 1.3.13 h58526e2_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
graphql-core 3.1.6 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
grpc-cpp 1.39.0 hae934f6_5 defaults
grpcio 1.38.1 py37hb27c1af_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
harfbuzz 1.8.8 hffaf4a1_0 defaults
hdf5 1.10.2 hc401514_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
hydra 2.5 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
hydra-core 1.1.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
icu 58.2 hf484d3e_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
idna 3.1 pyhd3deb0d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
imageio 2.9.0 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
imgaug 0.4.0 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
importlib-metadata 4.8.1 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
importlib_metadata 4.8.1 hd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
importlib_resources 5.2.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
intel-openmp 2021.3.0 h06a4308_3350 defaults
ipykernel 6.4.1 py37h6531663_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ipython 7.28.0 py37h6531663_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ipython_genutils 0.2.0 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ipywidgets 7.6.5 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jasper 2.0.14 hd8c5072_2 defaults
jedi 0.18.0 py37h89c1867_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jinja2 3.0.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jmespath 0.10.0 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jpeg 9b 0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free
jsonschema 4.1.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jupyter_client 7.0.6 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jupyter_core 4.8.1 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jupyterlab_pygments 0.1.2 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
jupyterlab_widgets 1.0.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
kiwisolver 1.3.2 py37h2527ec5_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
krb5 1.19.2 hcc1bbae_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lame 3.100 h7f98852_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lcms2 2.12 h3be6417_0 defaults
ld_impl_linux-64 2.36.1 hea4e1c9_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libboost 1.73.0 h3ff78a5_11 defaults
libbrotlicommon 1.0.9 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libbrotlidec 1.0.9 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libbrotlienc 1.0.9 h7f98852_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libcurl 7.79.1 h2574ce0_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libedit 3.1.20191231 he28a2e2_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libev 4.33 h516909a_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libevent 2.1.10 h9b69904_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libffi 3.4.2 h9c3ff4c_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgcc-ng 11.2.0 h1d223b6_11 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgfortran 3.0.0 1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgfortran-ng 7.5.0 h14aa051_19 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgfortran4 7.5.0 h14aa051_19 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libglib 2.68.4 h174f98d_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libglu 9.0.0 he1b5a44_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libgomp 11.2.0 h1d223b6_11 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libiconv 1.16 h516909a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libnghttp2 1.43.0 h812cca2_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libnsl 2.0.0 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libopencv 3.4.2 hb342d67_1 defaults
libopus 1.3.1 h7f98852_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libpng 1.6.37 h21135ba_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libprotobuf 3.17.2 h4ff587b_1 defaults
libsodium 1.0.18 h36c2ea0_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libssh2 1.10.0 ha56f1ee_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libstdcxx-ng 11.2.0 he4da1e4_11 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libthrift 0.14.2 he6d91bd_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libtiff 4.2.0 h85742a9_0 defaults
libuuid 2.32.1 h7f98852_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libuv 1.42.0 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libvpx 1.7.0 h439df22_0 defaults
libwebp-base 1.2.1 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libxcb 1.13 h7f98852_1003 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libxml2 2.9.9 h13577e0_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
libzlib 1.2.11 h36c2ea0_1013 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
locket 0.2.0 py_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
lz4-c 1.9.3 h9c3ff4c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
make 4.3 hd18ef5c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
markdown 3.3.4 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
markupsafe 2.0.1 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
matplotlib-base 3.4.3 py37h1058ff1_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
matplotlib-inline 0.1.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
mistune 0.8.4 py37h5e8e339_1004 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
mkl 2021.3.0 h06a4308_520 defaults
mkl-service 2.4.0 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
mkl_fft 1.3.0 py37h42c9631_2 defaults
mkl_random 1.2.2 py37h219a48f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
multidict 5.2.0 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nbclient 0.5.4 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nbconvert 6.2.0 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nbformat 5.1.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ncurses 6.2 h58526e2_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nest-asyncio 1.5.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
nettle 3.6 he412f7d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
networkx 2.5 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ninja 1.10.2 h4bd325d_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
notebook 6.4.4 pyha770c72_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
numpy 1.21.2 py37h20f2e39_0 defaults
numpy-base 1.21.2 py37h79a1101_0 defaults
nvidia-ml 7.352.0 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
oauthlib 3.1.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
olefile 0.46 pyh9f0ad1d_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
omegaconf 2.1.1 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
opencv 3.4.2 py37h6fd60c2_1 defaults
openh264 2.1.1 h780b84a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
openjpeg 2.4.0 hb52868f_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
openssl 1.1.1l h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
orc 1.6.9 ha97a36c_3 defaults
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pandas 1.2.5 py37h219a48f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pandoc 2.14.2 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pandocfilters 1.5.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
parso 0.8.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
partd 1.2.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pathtools 0.1.2 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pcre 8.45 h9c3ff4c_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pexpect 4.8.0 pyh9f0ad1d_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pickleshare 0.7.5 py_1003 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pillow 8.3.1 py37h2c7a002_0 defaults
pip 21.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pixman 0.38.0 h516909a_1003 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
prometheus_client 0.11.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
promise 2.3 py37h89c1867_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
prompt-toolkit 3.0.20 pyha770c72_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
protobuf 3.17.2 py37h295c915_0 defaults
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pthread-stubs 0.4 h36c2ea0_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
ptyprocess 0.7.0 pyhd3deb0d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
py-opencv 3.4.2 py37hb342d67_1 defaults
pyarrow 3.0.0 py37he0739d4_3 defaults
pyasn1 0.4.8 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyasn1-modules 0.2.7 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pycparser 2.20 pyh9f0ad1d_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pydeck 0.7.0 pyh6c4a22f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pydeprecate 0.3.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pygments 2.10.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyjwt 2.2.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyopenssl 21.0.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyparsing 2.4.7 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyrsistent 0.17.3 py37h5e8e339_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pysocks 1.7.1 py37h89c1867_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python 3.7.10 hb7a2778_104_cpython https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python-dateutil 2.8.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
python_abi 3.7 2_cp37m https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pytorch 1.9.1 py3.7_cuda10.2_cudnn7.6.5_0 pytorch
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pytz 2021.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyu2f 0.1.5 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pywavelets 1.1.1 py37hb1e94ed_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyyaml 5.4.1 py37h5e8e339_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
pyzmq 22.3.0 py37h336d617_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
re2 2021.09.01 h9c3ff4c_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
readline 8.1 h46c0cb4_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
requests 2.26.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
requests-oauthlib 1.3.0 pyh9f0ad1d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
rsa 4.7.2 pyh44b312d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
s3transfer 0.5.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
scikit-image 0.16.2 py37hb3f55d8_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
scipy 1.7.1 py37h292c36d_2 defaults
send2trash 1.8.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
sentry-sdk 1.4.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
setuptools 58.2.0 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
shapely 1.7.1 py37h48c49eb_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
shortuuid 1.0.1 py37h89c1867_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
six 1.16.0 pyh6c4a22f_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
smmap 3.0.5 pyh44b312d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
snappy 1.1.8 he1b5a44_3 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
sqlite 3.36.0 h9cd32fc_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
streamlit 1.0.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
subprocess32 3.5.4 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tensorboard 2.6.0 pyhd8ed1ab_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tensorboard-data-server 0.6.0 py37hf1a17b8_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tensorboard-plugin-wit 1.8.0 pyh44b312d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
terminado 0.12.1 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
testpath 0.5.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tk 8.6.11 h27826a3_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
toml 0.10.2 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
toolz 0.11.1 py_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
torchaudio 0.9.1 py37 pytorch
torchmetrics 0.5.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
torchvision 0.2.1 py37_0 defaults
tornado 6.1 py37h5e8e339_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tqdm 4.62.3 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
traitlets 5.1.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
typing-extensions 3.10.0.2 hd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
typing_extensions 3.10.0.2 pyha770c72_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tzdata 2021d he74cb21_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
tzlocal 3.0 py37h89c1867_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
uriparser 0.9.3 he1b5a44_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
urllib3 1.26.7 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
utf8proc 2.6.1 h27cfd23_0 defaults
validators 0.18.2 pyhd3deb0d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wandb 0.12.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
watchdog 0.10.4 py37h89c1867_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wcwidth 0.2.5 pyh9f0ad1d_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
webencodings 0.5.1 py_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
werkzeug 2.0.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
wheel 0.37.0 pyhd8ed1ab_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
widgetsnbextension 3.5.1 py37h89c1867_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-fixesproto 5.0 h7f98852_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-inputproto 2.3.2 h7f98852_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-kbproto 1.0.7 h7f98852_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libice 1.0.10 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libsm 1.2.3 hd9c2040_1000 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libx11 1.7.2 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxau 1.0.9 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxdmcp 1.1.3 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxext 1.3.4 h7f98852_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxfixes 5.0.3 h7f98852_1004 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxi 1.7.10 h7f98852_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-libxrender 0.9.10 h7f98852_1003 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-renderproto 0.11.1 h7f98852_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-xextproto 7.3.0 h7f98852_1002 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xorg-xproto 7.0.31 h7f98852_1007 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
xz 5.2.5 h516909a_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
yaml 0.2.5 h516909a_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
yarl 1.7.0 py37h5e8e339_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zeromq 4.3.4 h9c3ff4c_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
zipp 3.6.0 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge