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*.DS_Store | ||
*.pyc | ||
temp/* | ||
dist/* | ||
build/* | ||
tags | ||
Keras_Applications.egg-info | ||
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# test-related | ||
.coverage | ||
.cache | ||
.pytest_cache |
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sudo: required | ||
dist: trusty | ||
language: python | ||
matrix: | ||
include: | ||
- python: 2.7 | ||
env: KERAS_BACKEND=tensorflow TEST_MODE=PEP8 | ||
- python: 2.7 | ||
env: KERAS_BACKEND=tensorflow TEST_MODE=INTEGRATION_TESTS | ||
- python: 3.6 | ||
env: KERAS_BACKEND=tensorflow TEST_MODE=DOC | ||
- python: 2.7 | ||
env: KERAS_BACKEND=tensorflow | ||
- python: 3.6 | ||
env: KERAS_BACKEND=tensorflow | ||
- python: 2.7 | ||
env: KERAS_BACKEND=theano THEANO_FLAGS=optimizer=fast_compile | ||
- python: 3.6 | ||
env: KERAS_BACKEND=theano THEANO_FLAGS=optimizer=fast_compile | ||
- python: 2.7 | ||
env: KERAS_BACKEND=cntk PYTHONWARNINGS=ignore | ||
- python: 3.6 | ||
env: KERAS_BACKEND=cntk PYTHONWARNINGS=ignore | ||
install: | ||
# code below is taken from http://conda.pydata.org/docs/travis.html | ||
# We do this conditionally because it saves us some downloading if the | ||
# version is the same. | ||
- if [[ "$TRAVIS_PYTHON_VERSION" == "2.7" ]]; then | ||
wget https://repo.continuum.io/miniconda/Miniconda-latest-Linux-x86_64.sh -O miniconda.sh; | ||
else | ||
wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh; | ||
fi | ||
- bash miniconda.sh -b -p $HOME/miniconda | ||
- export PATH="$HOME/miniconda/bin:$PATH" | ||
- hash -r | ||
- conda config --set always_yes yes --set changeps1 no | ||
- conda update -q conda | ||
# Useful for debugging any issues with conda | ||
- conda info -a | ||
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- conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION pytest pandas | ||
- source activate test-environment | ||
- pip install --only-binary=numpy,scipy numpy nose scipy matplotlib h5py theano | ||
- conda install mkl mkl-service | ||
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# set library path | ||
- export LD_LIBRARY_PATH=$HOME/miniconda/envs/test-environment/lib/:$LD_LIBRARY_PATH | ||
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# install PIL | ||
- if [[ "$TRAVIS_PYTHON_VERSION" == "2.7" ]]; then | ||
conda install pil; | ||
elif [[ "$TRAVIS_PYTHON_VERSION" == "3.6" ]]; then | ||
conda install Pillow; | ||
fi | ||
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- pip install -e .[tests] | ||
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# install TensorFlow (CPU version). | ||
- pip install tensorflow==1.7 | ||
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# install cntk | ||
- if [[ "$TRAVIS_PYTHON_VERSION" == "2.7" ]]; then | ||
pip install https://cntk.ai/PythonWheel/CPU-Only/cntk-2.3.1-cp27-cp27mu-linux_x86_64.whl; | ||
elif [[ "$TRAVIS_PYTHON_VERSION" == "3.6" ]]; then | ||
pip install https://cntk.ai/PythonWheel/CPU-Only/cntk-2.3.1-cp36-cp36m-linux_x86_64.whl; | ||
fi | ||
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# install pydot for visualization tests | ||
- conda install pydot graphviz | ||
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#install open mpi | ||
- rm -rf ~/mpi | ||
- mkdir ~/mpi | ||
- pushd ~/mpi | ||
- wget http://cntk.ai/PythonWheel/ForKeras/depends/openmpi_1.10-3.zip | ||
- unzip ./openmpi_1.10-3.zip | ||
- sudo dpkg -i openmpi_1.10-3.deb | ||
- popd | ||
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# command to run tests | ||
script: | ||
- export MKL_THREADING_LAYER="GNU" | ||
# run keras backend init to initialize backend config | ||
- python -c "import keras.backend" | ||
# create models directory to avoid concurrent directory creation at runtime | ||
- mkdir ~/.keras/models | ||
# set up keras backend | ||
- sed -i -e 's/"backend":[[:space:]]*"[^"]*/"backend":\ "'$KERAS_BACKEND'/g' ~/.keras/keras.json; | ||
- echo -e "Running tests with the following config:\n$(cat ~/.keras/keras.json)" | ||
- if [[ "$TEST_MODE" == "INTEGRATION_TESTS" ]]; then | ||
PYTHONPATH=$PWD:$PYTHONPATH py.test tests/integration_tests; | ||
elif [[ "$TEST_MODE" == "PEP8" ]]; then | ||
PYTHONPATH=$PWD:$PYTHONPATH py.test --pep8 -m pep8 -n0; | ||
else | ||
PYTHONPATH=$PWD:$PYTHONPATH py.test tests/ --ignore=tests/integration_tests --cov-config .coveragerc --cov=keras_applications tests/; | ||
fi |
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COPYRIGHT | ||
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Copyright (c) 2016 - 2018, the respective contributors. | ||
All rights reserved. | ||
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Each contributor holds copyright over their respective contributions. | ||
The project versioning (Git) records all such contribution source information. | ||
The initial code of this repository came from https://github.com/keras-team/keras | ||
(the Keras repository), hence, for author information regarding commits | ||
that occured earlier than the first commit in the present repository, | ||
please see the original Keras repository. | ||
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LICENSE | ||
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The MIT License (MIT) | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. | ||
|
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# Keras Applications | ||
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[](https://travis-ci.org/keras-team/keras-applications) | ||
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Keras Applications is the `applications` module of | ||
the Keras deep learning library. | ||
It provides model definitions and pre-trained weights for a number | ||
of popular archictures, such as VGG16, ResNet50, Xception, MobileNet, and more. | ||
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Read the documentation at: https://keras.io/applications/ | ||
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Keras Applications may be imported directly | ||
from an up-to-date installation of Keras: | ||
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``` | ||
from keras import applications | ||
``` | ||
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Keras Applications is compatible with Python 2.7-3.6 | ||
and is distributed under the MIT license. |
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"""Enables dynamic setting of underlying Keras module. | ||
""" | ||
from __future__ import absolute_import | ||
from __future__ import division | ||
from __future__ import print_function | ||
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_KERAS_BACKEND = None | ||
_KERAS_ENGINE = None | ||
_KERAS_LAYERS = None | ||
_KERAS_MODELS = None | ||
_KERAS_UTILS = None | ||
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def set_keras_submodules(backend, engine, layers, models, utils): | ||
global _KERAS_BACKEND | ||
global _KERAS_ENGINE | ||
global _KERAS_LAYERS | ||
global _KERAS_MODELS | ||
global _KERAS_UTILS | ||
_KERAS_BACKEND = backend | ||
_KERAS_ENGINE = engine | ||
_KERAS_LAYERS = layers | ||
_KERAS_MODELS = models | ||
_KERAS_UTILS = utils | ||
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def get_keras_submodule(name): | ||
if name not in {'backend', 'engine', 'layers', 'models', 'utils'}: | ||
raise ImportError( | ||
'Can only retrieve one of "backend", ' | ||
'"engine", "layers", "models", or "utils". ' | ||
'Requested: %s' % name) | ||
if _KERAS_BACKEND is None: | ||
raise ImportError('You need to first `import keras` ' | ||
'in order to use `keras_applications`. ' | ||
'For instance, you can do:\n\n' | ||
'```\n' | ||
'import keras\n' | ||
'from keras_applications import vgg16\n' | ||
'```\n\n' | ||
'Or, preferably, this equivalent formulation:\n\n' | ||
'```\n' | ||
'from keras import applications\n' | ||
'```\n') | ||
if name == 'backend': | ||
return _KERAS_BACKEND | ||
elif name == 'engine': | ||
return _KERAS_ENGINE | ||
elif name == 'layers': | ||
return _KERAS_LAYERS | ||
elif name == 'models': | ||
return _KERAS_MODELS | ||
elif name == 'utils': | ||
return _KERAS_UTILS |
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