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README.md

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@@ -4,15 +4,15 @@ DeepOBS is a benchmarking suite that drastically simplifies, automates and impro
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It can evaluate the performance of new optimizers on a variety of **real-world test problems** and automatically compare them with **realistic baselines**.
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The full documentation is available on readthedocs: https://deepobs-iclr.readthedocs.io/
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The full documentation is available on readthedocs: https://deepobs.readthedocs.io/
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The paper describing DeepOBS is currently under review for ICLR 2019:
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The paper describing DeepOBS has been accepted for ICLR 2019 and can be found here:
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https://openreview.net/forum?id=rJg6ssC5Y7
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## Quick Start Guide
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### Install Deep OBS
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pip install git+https://github.com/anonymousICLR2019submitter/DeepOBS.git
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pip install git+https://github.com/fsschneider/DeepOBS.git
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### Download the data
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deepobs_prepare_data.sh
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### Download and edit a run script
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You can download a template run script from there
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https://github.com/anonymousICLR2019submitter/DeepOBS/blob/master/scripts/deepobs_run_sgd.py
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https://github.com/fsschneider/DeepOBS/blob/master/scripts/deepobs_run_sgd.py
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Now you have a deepobs_run_script.py script in your folder. In order to run your optimizer, you need to change a few things in this script.
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The script takes take of the training, evaluation and logging.

docs/conf.py

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# -- Project information -----------------------------------------------------
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project = u'DeepOBS'
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copyright = u'2018, Anonymous ICLR 2019 Submitter'
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author = u'Anonymous ICLR 2019 Submitter'
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copyright = u'2019, Frank Schneider'
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author = u'Frank Schneider'
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# The short X.Y version
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version = u'1.0'
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# author, documentclass [howto, manual, or own class]).
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latex_documents = [
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(master_doc, 'DeepOBS.tex', u'DeepOBS Documentation',
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u'Anonymous ICLR 2019 Submitter', 'manual'),
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u'Frank Schneider', 'manual'),
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]
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docs/index.rst

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* :ref:`search`
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.. _GitHub: https://github.com/anonymousICLR2019submitter/DeepOBS
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.. _GitHub: https://github.com/fsschneider/DeepOBS

docs/user_guide/quick_start.rst

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.. code-block:: bash
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pip install git+https://github.com/anonymousICLR2019submitter/DeepOBS.git
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pip install git+https://github.com/fsschneider/DeepOBS.git
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.. NOTE::
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The package requires the following packages:

docs/user_guide/tutorial.rst

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Trajectory of *SGD* on the stochastic Branin function. The blue function is the non-stochastic version, while the z-value is given by the (observed) stochastic function value.
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.. _GitHub: https://github.com/anonymousICLR2019submitter/DeepOBS/blob/master/scripts/deepobs_run_sgd.py
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.. _GitHub: https://github.com/fsschneider/DeepOBS/blob/master/scripts/deepobs_run_sgd.py

setup.py

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setup(name='deepobs',
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version='1.0.1',
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description='Deep Optimization Benchmark Suite',
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url='https://github.com/anonymousICLR2019submitter/DeepOBS',
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author='Anonymous ICLR 2019 Submitter',
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author_email='anonymousiclr2019submitter@gmail.com',
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url='https://github.com/fsschneider/DeepOBS',
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author='Frank Schneider, Lukas Balles',
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author_email='frank.schneider@tuebingen.mpg.de',
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license='MIT',
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packages=find_packages(),
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install_requires=[

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