baselines/Dockerfile

FROM ubuntu:16.04

RUN apt-get -y update && apt-get -y install git wget python-dev python3-dev libopenmpi-dev python-pip zlib1g-dev cmake python-opencv
ENV CODE_DIR /root/code
ENV VENV /root/venv

RUN \
    pip install virtualenv && \
    virtualenv $VENV --python=python3 && \
    . $VENV/bin/activate && \
    pip install --upgrade pip

ENV PATH=$VENV/bin:$PATH

COPY . $CODE_DIR/baselines
WORKDIR $CODE_DIR/baselines

# Clean up pycache and pyc files
RUN rm -rf __pycache__ && \
    find . -name "*.pyc" -delete && \
    pip install tensorflow && \
    pip install -e .[test]


CMD /bin/bash
setup travis ci build (#388) * simple .travis.yml file * added static syntax checks of common to .travis.yml * dockerizing the build * fix Dockerfile, adding build shield * cleaning up workdir in Dockerfile and .travis.yml * .travis.yml fixed common -> baselines/common for style check 2018-05-03 09:43:28 -07:00			`FROM ubuntu:16.04`

refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490) * exported rl-algs * more stuff from rl-algs * run slow tests * re-exported rl_algs * re-exported rl_algs - fixed problems with serialization test and test_cartpole * replaced atari_arg_parser with common_arg_parser * run.py can run algos from both baselines and rl_algs * added approximate humanoid reward with ppo2 into the README for reference * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * very dummy commit to RUN BENCHMARKS * serialize variables as a dict, not as a list * running_mean_std uses tensorflow variables * fixed import in vec_normalize * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * flake8 complaints * save all variables to make sure we save the vec_normalize normalization * benchmarks on ppo2 only RUN BENCHMARKS * make_atari_env compatible with mpi * run ppo_mpi benchmarks only RUN BENCHMARKS * hardcode names of retro environments * add defaults * changed default ppo2 lr schedule to linear RUN BENCHMARKS * non-tf normalization benchmark RUN BENCHMARKS * use ncpu=1 for mujoco sessions - gives a bit of a performance speedup * reverted running_mean_std to user property decorators for mean, var, count * reverted VecNormalize to use RunningMeanStd (no tf) * reverted VecNormalize to use RunningMeanStd (no tf) * profiling wip * use VecNormalize with regular RunningMeanStd * added acer runner (missing import) * flake8 complaints * added a note in README about TfRunningMeanStd and serialization of VecNormalize * dummy commit to RUN BENCHMARKS * merged benchmarks branch 2018-08-13 09:56:44 -07:00			`RUN apt-get -y update && apt-get -y install git wget python-dev python3-dev libopenmpi-dev python-pip zlib1g-dev cmake python-opencv`
setup travis ci build (#388) * simple .travis.yml file * added static syntax checks of common to .travis.yml * dockerizing the build * fix Dockerfile, adding build shield * cleaning up workdir in Dockerfile and .travis.yml * .travis.yml fixed common -> baselines/common for style check 2018-05-03 09:43:28 -07:00			`ENV CODE_DIR /root/code`
			`ENV VENV /root/venv`

			`RUN \`
			`pip install virtualenv && \`
			`virtualenv $VENV --python=python3 && \`
			`. $VENV/bin/activate && \`
refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490) * exported rl-algs * more stuff from rl-algs * run slow tests * re-exported rl_algs * re-exported rl_algs - fixed problems with serialization test and test_cartpole * replaced atari_arg_parser with common_arg_parser * run.py can run algos from both baselines and rl_algs * added approximate humanoid reward with ppo2 into the README for reference * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * very dummy commit to RUN BENCHMARKS * serialize variables as a dict, not as a list * running_mean_std uses tensorflow variables * fixed import in vec_normalize * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * flake8 complaints * save all variables to make sure we save the vec_normalize normalization * benchmarks on ppo2 only RUN BENCHMARKS * make_atari_env compatible with mpi * run ppo_mpi benchmarks only RUN BENCHMARKS * hardcode names of retro environments * add defaults * changed default ppo2 lr schedule to linear RUN BENCHMARKS * non-tf normalization benchmark RUN BENCHMARKS * use ncpu=1 for mujoco sessions - gives a bit of a performance speedup * reverted running_mean_std to user property decorators for mean, var, count * reverted VecNormalize to use RunningMeanStd (no tf) * reverted VecNormalize to use RunningMeanStd (no tf) * profiling wip * use VecNormalize with regular RunningMeanStd * added acer runner (missing import) * flake8 complaints * added a note in README about TfRunningMeanStd and serialization of VecNormalize * dummy commit to RUN BENCHMARKS * merged benchmarks branch 2018-08-13 09:56:44 -07:00			`pip install --upgrade pip`
setup travis ci build (#388) * simple .travis.yml file * added static syntax checks of common to .travis.yml * dockerizing the build * fix Dockerfile, adding build shield * cleaning up workdir in Dockerfile and .travis.yml * .travis.yml fixed common -> baselines/common for style check 2018-05-03 09:43:28 -07:00
			`ENV PATH=$VENV/bin:$PATH`
refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490) * exported rl-algs * more stuff from rl-algs * run slow tests * re-exported rl_algs * re-exported rl_algs - fixed problems with serialization test and test_cartpole * replaced atari_arg_parser with common_arg_parser * run.py can run algos from both baselines and rl_algs * added approximate humanoid reward with ppo2 into the README for reference * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * very dummy commit to RUN BENCHMARKS * serialize variables as a dict, not as a list * running_mean_std uses tensorflow variables * fixed import in vec_normalize * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * flake8 complaints * save all variables to make sure we save the vec_normalize normalization * benchmarks on ppo2 only RUN BENCHMARKS * make_atari_env compatible with mpi * run ppo_mpi benchmarks only RUN BENCHMARKS * hardcode names of retro environments * add defaults * changed default ppo2 lr schedule to linear RUN BENCHMARKS * non-tf normalization benchmark RUN BENCHMARKS * use ncpu=1 for mujoco sessions - gives a bit of a performance speedup * reverted running_mean_std to user property decorators for mean, var, count * reverted VecNormalize to use RunningMeanStd (no tf) * reverted VecNormalize to use RunningMeanStd (no tf) * profiling wip * use VecNormalize with regular RunningMeanStd * added acer runner (missing import) * flake8 complaints * added a note in README about TfRunningMeanStd and serialization of VecNormalize * dummy commit to RUN BENCHMARKS * merged benchmarks branch 2018-08-13 09:56:44 -07:00
			`COPY . $CODE_DIR/baselines`
setup travis ci build (#388) * simple .travis.yml file * added static syntax checks of common to .travis.yml * dockerizing the build * fix Dockerfile, adding build shield * cleaning up workdir in Dockerfile and .travis.yml * .travis.yml fixed common -> baselines/common for style check 2018-05-03 09:43:28 -07:00			`WORKDIR $CODE_DIR/baselines`

refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490) * exported rl-algs * more stuff from rl-algs * run slow tests * re-exported rl_algs * re-exported rl_algs - fixed problems with serialization test and test_cartpole * replaced atari_arg_parser with common_arg_parser * run.py can run algos from both baselines and rl_algs * added approximate humanoid reward with ppo2 into the README for reference * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * very dummy commit to RUN BENCHMARKS * serialize variables as a dict, not as a list * running_mean_std uses tensorflow variables * fixed import in vec_normalize * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * flake8 complaints * save all variables to make sure we save the vec_normalize normalization * benchmarks on ppo2 only RUN BENCHMARKS * make_atari_env compatible with mpi * run ppo_mpi benchmarks only RUN BENCHMARKS * hardcode names of retro environments * add defaults * changed default ppo2 lr schedule to linear RUN BENCHMARKS * non-tf normalization benchmark RUN BENCHMARKS * use ncpu=1 for mujoco sessions - gives a bit of a performance speedup * reverted running_mean_std to user property decorators for mean, var, count * reverted VecNormalize to use RunningMeanStd (no tf) * reverted VecNormalize to use RunningMeanStd (no tf) * profiling wip * use VecNormalize with regular RunningMeanStd * added acer runner (missing import) * flake8 complaints * added a note in README about TfRunningMeanStd and serialization of VecNormalize * dummy commit to RUN BENCHMARKS * merged benchmarks branch 2018-08-13 09:56:44 -07:00			`# Clean up pycache and pyc files`
			`RUN rm -rf __pycache__ && \`
			`find . -name "*.pyc" -delete && \`
baselines issue 146 (remove tensorflow from setup.py) (#34) * baselines does not reinstall tensorflow * fix the version check in baselines/setup.py * replace print and assert with assert, str (thanks @csh) 2018-08-21 16:51:37 -07:00			`pip install tensorflow && \`
refactor a2c, acer, acktr, ppo2, deepq, and trpo_mpi (#490) * exported rl-algs * more stuff from rl-algs * run slow tests * re-exported rl_algs * re-exported rl_algs - fixed problems with serialization test and test_cartpole * replaced atari_arg_parser with common_arg_parser * run.py can run algos from both baselines and rl_algs * added approximate humanoid reward with ppo2 into the README for reference * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * very dummy commit to RUN BENCHMARKS * serialize variables as a dict, not as a list * running_mean_std uses tensorflow variables * fixed import in vec_normalize * dummy commit to RUN BENCHMARKS * dummy commit to RUN BENCHMARKS * flake8 complaints * save all variables to make sure we save the vec_normalize normalization * benchmarks on ppo2 only RUN BENCHMARKS * make_atari_env compatible with mpi * run ppo_mpi benchmarks only RUN BENCHMARKS * hardcode names of retro environments * add defaults * changed default ppo2 lr schedule to linear RUN BENCHMARKS * non-tf normalization benchmark RUN BENCHMARKS * use ncpu=1 for mujoco sessions - gives a bit of a performance speedup * reverted running_mean_std to user property decorators for mean, var, count * reverted VecNormalize to use RunningMeanStd (no tf) * reverted VecNormalize to use RunningMeanStd (no tf) * profiling wip * use VecNormalize with regular RunningMeanStd * added acer runner (missing import) * flake8 complaints * added a note in README about TfRunningMeanStd and serialization of VecNormalize * dummy commit to RUN BENCHMARKS * merged benchmarks branch 2018-08-13 09:56:44 -07:00			`pip install -e .[test]`


setup travis ci build (#388) * simple .travis.yml file * added static syntax checks of common to .travis.yml * dockerizing the build * fix Dockerfile, adding build shield * cleaning up workdir in Dockerfile and .travis.yml * .travis.yml fixed common -> baselines/common for style check 2018-05-03 09:43:28 -07:00			`CMD /bin/bash`