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streamlit / demo-face-gan

A demonstration of using a live Tensorflow session to create an interactive face-GAN explorer.
Apache License 2.0
297 stars 169 forks source link

Could not find a version that satisfies the requirement tensorflow==1.15.2 #6

Closed bigcurry closed 4 years ago

bigcurry commented 4 years ago

After running requirements.txt I was not able to run streamlit. Is there another Tensorflow version compatible?

randyzwitch commented 4 years ago

Thanks for reporting @bigcurry, it looks like there might have been a broken push on the tensorflow side, which has unfortunate side-effects

https://github.com/tensorflow/tensorflow/issues/36347

I'll try and find someone internally who can troubleshoot this and/or fix it myself

bigcurry commented 4 years ago

Thanks @randyzwitch!

randyzwitch commented 4 years ago

Hi @bigcurry -

I took a look at this, if you use a fresh environment, Ubuntu 18.04LTS and Python 3.6, this demo does work as expected.

(base) rzwitch@threadripper:~/github_work/demo-face-gan$ conda create -n gandemo python=3.6 -y
Collecting package metadata (current_repodata.json): done
Solving environment: done

## Package Plan ##

  environment location: /home/rzwitch/miniconda3/envs/gandemo

  added / updated specs:
    - python=3.6

The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    certifi-2020.6.20          |           py36_0         156 KB
    pip-20.1.1                 |           py36_1         1.8 MB
    python-3.6.10              |       h7579374_2        29.7 MB
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    ------------------------------------------------------------
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The following NEW packages will be INSTALLED:

  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main
  ca-certificates    pkgs/main/linux-64::ca-certificates-2020.1.1-0
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  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.33.1-h53a641e_7
  libedit            pkgs/main/linux-64::libedit-3.1.20191231-h7b6447c_0
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  libgcc-ng          pkgs/main/linux-64::libgcc-ng-9.1.0-hdf63c60_0
  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-9.1.0-hdf63c60_0
  ncurses            pkgs/main/linux-64::ncurses-6.2-he6710b0_1
  openssl            pkgs/main/linux-64::openssl-1.1.1g-h7b6447c_0
  pip                pkgs/main/linux-64::pip-20.1.1-py36_1
  python             pkgs/main/linux-64::python-3.6.10-h7579374_2
  readline           pkgs/main/linux-64::readline-8.0-h7b6447c_0
  setuptools         pkgs/main/linux-64::setuptools-47.3.1-py36_0
  sqlite             pkgs/main/linux-64::sqlite-3.32.3-h62c20be_0
  tk                 pkgs/main/linux-64::tk-8.6.10-hbc83047_0
  wheel              pkgs/main/linux-64::wheel-0.34.2-py36_0
  xz                 pkgs/main/linux-64::xz-5.2.5-h7b6447c_0
  zlib               pkgs/main/linux-64::zlib-1.2.11-h7b6447c_3

Downloading and Extracting Packages
certifi-2020.6.20    | 156 KB    | ############################################################################################################################################################################################# | 100% 
setuptools-47.3.1    | 514 KB    | ############################################################################################################################################################################################# | 100% 
python-3.6.10        | 29.7 MB   | ############################################################################################################################################################################################# | 100% 
pip-20.1.1           | 1.8 MB    | ############################################################################################################################################################################################# | 100% 
Preparing transaction: done
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Executing transaction: done
#
# To activate this environment, use
#
#     $ conda activate gandemo
#
# To deactivate an active environment, use
#
#     $ conda deactivate

(base) rzwitch@threadripper:~/github_work/demo-face-gan$ conda activate gandemo
(gandemo) rzwitch@threadripper:~/github_work/demo-face-gan$ pip install -r requirements.txt
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Successfully built lmdb moviepy pyyaml proglog gast absl-py termcolor wrapt future validators
Installing collected packages: pyparsing, kiwisolver, numpy, six, python-dateutil, cycler, matplotlib, scipy, h5py, pytz, pandas, pycparser, cffi, cryptography, Pillow, pyyaml, keras, lmdb, decorator, tqdm, chardet, urllib3, idna, requests, proglog, imageio, imageio-ffmpeg, moviepy, threadpoolctl, joblib, scikit-learn, opencv-python, protobuf, grpcio, werkzeug, absl-py, zipp, importlib-metadata, markdown, tensorboard, keras-preprocessing, astor, keras-applications, gast, opt-einsum, tensorflow-estimator, termcolor, wrapt, google-pasta, tensorflow, pathtools, watchdog, base58, packaging, cachetools, future, click, jmespath, docutils, botocore, tzlocal, tornado, blinker, toml, enum-compat, s3transfer, boto3, ipython-genutils, traitlets, MarkupSafe, jinja2, wcwidth, prompt-toolkit, ptyprocess, pexpect, pickleshare, parso, jedi, backcall, pygments, ipython, jupyter-core, attrs, pyrsistent, jsonschema, nbformat, pyzmq, jupyter-client, ipykernel, terminado, Send2Trash, prometheus-client, testpath, entrypoints, webencodings, bleach, defusedxml, pandocfilters, mistune, nbconvert, notebook, widgetsnbextension, ipywidgets, pydeck, toolz, altair, validators, streamlit
Successfully installed MarkupSafe-1.1.1 Pillow-7.1.2 Send2Trash-1.5.0 absl-py-0.9.0 altair-4.1.0 astor-0.8.1 attrs-19.3.0 backcall-0.2.0 base58-2.0.1 bleach-3.1.5 blinker-1.4 boto3-1.14.10 botocore-1.17.10 cachetools-4.1.0 cffi-1.14.0 chardet-3.0.4 click-7.1.2 cryptography-2.9.2 cycler-0.10.0 decorator-4.4.2 defusedxml-0.6.0 docutils-0.15.2 entrypoints-0.3 enum-compat-0.0.3 future-0.18.2 gast-0.2.2 google-pasta-0.2.0 grpcio-1.30.0 h5py-2.10.0 idna-2.9 imageio-2.8.0 imageio-ffmpeg-0.4.2 importlib-metadata-1.6.1 ipykernel-5.3.0 ipython-7.15.0 ipython-genutils-0.2.0 ipywidgets-7.5.1 jedi-0.17.1 jinja2-2.11.2 jmespath-0.10.0 joblib-0.15.1 jsonschema-3.2.0 jupyter-client-6.1.3 jupyter-core-4.6.3 keras-2.4.3 keras-applications-1.0.8 keras-preprocessing-1.1.2 kiwisolver-1.2.0 lmdb-0.98 markdown-3.2.2 matplotlib-3.2.2 mistune-0.8.4 moviepy-1.0.3 nbconvert-5.6.1 nbformat-5.0.7 notebook-6.0.3 numpy-1.19.0 opencv-python-4.2.0.34 opt-einsum-3.2.1 packaging-20.4 pandas-1.0.5 pandocfilters-1.4.2 parso-0.7.0 pathtools-0.1.2 pexpect-4.8.0 pickleshare-0.7.5 proglog-0.1.9 prometheus-client-0.8.0 prompt-toolkit-3.0.5 protobuf-3.12.2 ptyprocess-0.6.0 pycparser-2.20 pydeck-0.4.0b2 pygments-2.6.1 pyparsing-2.4.7 pyrsistent-0.16.0 python-dateutil-2.8.1 pytz-2020.1 pyyaml-5.3.1 pyzmq-19.0.1 requests-2.24.0 s3transfer-0.3.3 scikit-learn-0.23.1 scipy-1.5.0 six-1.15.0 streamlit-0.57.0 tensorboard-1.15.0 tensorflow-1.15.2 tensorflow-estimator-1.15.1 termcolor-1.1.0 terminado-0.8.3 testpath-0.4.4 threadpoolctl-2.1.0 toml-0.10.1 toolz-0.10.0 tornado-5.1.1 tqdm-4.46.1 traitlets-4.3.3 tzlocal-2.1 urllib3-1.25.9 validators-0.15.0 watchdog-0.10.2 wcwidth-0.2.5 webencodings-0.5.1 werkzeug-1.0.1 widgetsnbextension-3.5.1 wrapt-1.12.1 zipp-3.1.0
(gandemo) rzwitch@threadripper:~/github_work/demo-face-gan$ streamlit run app.py

  You can now view your Streamlit app in your browser.

  Local URL: http://localhost:8501
  Network URL: http://192.168.0.199:8501

I suspect you might have been using a version of Python greater than 3.6? There's a separate issue opened just now #7 that tensorflow is also compatible with 3.7 (contrary to what our README says), but overall it does seem like the GAN demo does work.

Happy to leave this issue open for you to comment, or you can close it upon successful installation with Python 3.6.

Best, Randy

randyzwitch commented 4 years ago

I've also confirmed it works with Python 3.7, so it looks like the issue is that the version of Tensorflow we specify isn't supported by 3.8. I can pursue updating the app to support TF on Python 3.9 as a separate task.