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Add experimental compilation options tuners in Python#580

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Artix18 wants to merge 11 commits intomasterfrom

experimental_tuner

Commits on Jul 25, 2018

Add shared_memory_size function to PyBinds
Jules Pondard
committed
Add profile_kernel function to PyBinds
Jules Pondard
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Add privateDepth function to PyBinds
Jules Pondard
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Add getDict function to PyBinds
Jules Pondard
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Commits on Jul 30, 2018

Add utilities needed for all the different tuning experiments

Jules Pondard
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Jules Pondard
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Add two files to generate and test options of the Genetic algorithm

Jules Pondard
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Jules Pondard
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Add a file to quickly compare different set of options

Jules Pondard
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Jules Pondard
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Add random search baseline

Jules Pondard
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Jules Pondard
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Implement a gradient boosting execution time predictor

Jules Pondard
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Jules Pondard
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Add a RL actor-critic like algorithm for benchmarking

Jules Pondard
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Jules Pondard
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Add vanilla MCTS/UCT algorithm for options

Jules Pondard
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Jules Pondard
committed