baselines/Dockerfile

FROM python:3.6

RUN apt-get -y update && apt-get -y install ffmpeg
# 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

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
mpi-less baselines (#689) * make baselines run without mpi wip * squash-merged latest master * further removing MPI references where unnecessary * more MPI removal * syntax and flake8 * MpiAdam becomes regular Adam if Mpi not present * autopep8 * add assertion to test in mpi_adam; fix trpo_mpi failure without MPI on cartpole * mpiless ddpg 2018-10-31 11:15:41 -07:00			`FROM python:3.6`
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
Add video recorder (#666) * Fix: Return the result of rendering from dummyvecenv * Add: Add a video recorder wrapper for vecenv * Change: Use VecVideoRecorder with --video_monitor flag * Change: Overwrite the metadata only when it isn't defined * Add: Define __del__ to make the file correctly closed in exit * Fix: Bump epidode_id in reset() * Fix: Use hasattr to check the existence of .metadata * Fix: Make directory when it doesn't exist * Change: Kepp recording for `video_length` steps, then close Because reset() is not what it is in normal gym.Env * Add: Enable to specify video_length from command line argument * Delete: Delete default value, None, of video_callable * Change: Use self.recorded_frames and self.recording to manage intervals * Add: Log the status of video recording * Fix: Fix saving path * Change: Place metadata in the base VecEnv * Delete: Delete unused imports * Fix: epidode_id => step_id * Fix: Refine the flag name * Change: Unify the flag name folloing to previous change * [WIP] Add: Add a test of VecVideoRecorder * Fix: Use PongNoFrameskip-v0 because SimpleEnv doesn't have render() * Change; Use TemporaryDirectory * Fix: minimal successful test * Add: Test against parallel environments * Add: Test against different type of VecEnvs * Change: Test against different length and interval of video capture * Delete: Reduce the number of tests * Change: Test if the output video is not empty * Add: Add some comments * Fix: Fix the flag name * Add: Add docstrings * Fix: Install ffmpeg in testing container for VecVideoRecorder's test * Fix: Delete unused things * Fix: Replace `video_callable` with `record_video_trigger` * Fix: Improve the explanation of `record_video_trigger` argument * Fix: Close owning vecenv in VecVideoRecorder.close to resolve memory leak 2018-11-06 07:32:17 +09:00			`RUN apt-get -y update && apt-get -y install ffmpeg`
mpi-less baselines (#689) * make baselines run without mpi wip * squash-merged latest master * further removing MPI references where unnecessary * more MPI removal * syntax and flake8 * MpiAdam becomes regular Adam if Mpi not present * autopep8 * add assertion to test in mpi_adam; fix trpo_mpi failure without MPI on cartpole * mpiless ddpg 2018-10-31 11:15:41 -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`
Add video recorder (#666) * Fix: Return the result of rendering from dummyvecenv * Add: Add a video recorder wrapper for vecenv * Change: Use VecVideoRecorder with --video_monitor flag * Change: Overwrite the metadata only when it isn't defined * Add: Define __del__ to make the file correctly closed in exit * Fix: Bump epidode_id in reset() * Fix: Use hasattr to check the existence of .metadata * Fix: Make directory when it doesn't exist * Change: Kepp recording for `video_length` steps, then close Because reset() is not what it is in normal gym.Env * Add: Enable to specify video_length from command line argument * Delete: Delete default value, None, of video_callable * Change: Use self.recorded_frames and self.recording to manage intervals * Add: Log the status of video recording * Fix: Fix saving path * Change: Place metadata in the base VecEnv * Delete: Delete unused imports * Fix: epidode_id => step_id * Fix: Refine the flag name * Change: Unify the flag name folloing to previous change * [WIP] Add: Add a test of VecVideoRecorder * Fix: Use PongNoFrameskip-v0 because SimpleEnv doesn't have render() * Change; Use TemporaryDirectory * Fix: minimal successful test * Add: Test against parallel environments * Add: Test against different type of VecEnvs * Change: Test against different length and interval of video capture * Delete: Reduce the number of tests * Change: Test if the output video is not empty * Add: Add some comments * Fix: Fix the flag name * Add: Add docstrings * Fix: Install ffmpeg in testing container for VecVideoRecorder's test * Fix: Delete unused things * Fix: Replace `video_callable` with `record_video_trigger` * Fix: Improve the explanation of `record_video_trigger` argument * Fix: Close owning vecenv in VecVideoRecorder.close to resolve memory leak 2018-11-06 07:32:17 +09:00
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`
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`