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
packaging                 21.0               pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
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
psutil                    5.8.0            py37h5e8e339_1    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
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
pytorch-lightning         1.4.9              pyhd8ed1ab_0    https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
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

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