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[tune] Implement BOHB (#5382)

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This commit is contained in:
Lisa Dunlap
2019-08-13 12:32:07 -07:00
committed by Richard Liaw
parent 79949fb8a0
commit b7d0733362
12 changed files with 519 additions and 30 deletions
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docker/examples/Dockerfile
+1 -3
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@@ -11,8 +11,6 @@ RUN pip install gym[atari] opencv-python-headless tensorflow lz4 keras pytest-ti
RUN pip install -U h5py # Mutes FutureWarnings
RUN pip install --upgrade bayesian-optimization
RUN pip install --upgrade git+git://github.com/hyperopt/hyperopt.git
RUN pip install --upgrade sigopt
RUN pip install --upgrade nevergrad
RUN pip install --upgrade scikit-optimize
RUN pip install --upgrade sigopt nevergrad scikit-optimize hpbandster ConfigSpace
RUN pip install -U pytest-remotedata>=0.3.1
RUN conda install pytorch-cpu torchvision-cpu -c pytorch
docker/tune_test/Dockerfile
+1 -3
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@@ -13,9 +13,7 @@ RUN conda remove -y --force wrapt
RUN pip install gym[atari]==0.10.11 opencv-python-headless tensorflow lz4 keras pytest-timeout smart_open
RUN pip install --upgrade bayesian-optimization
RUN pip install --upgrade git+git://github.com/hyperopt/hyperopt.git
RUN pip install --upgrade sigopt
RUN pip install --upgrade nevergrad
RUN pip install --upgrade scikit-optimize
RUN pip install --upgrade sigopt nevergrad scikit-optimize hpbandster ConfigSpace
RUN pip install -U pytest-remotedata>=0.3.1
RUN conda install pytorch-cpu torchvision-cpu -c pytorch