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Search Space Optimization in Deep Learning: Beyond Polyhedral Constraints

polyhederal search spaces are okay but 1. for DL they dont even need to be poly, just rectangular is usually sufficient 2. the search space is highly discontinuous and non-linear, so the search is timetaking and highly unpredictable as a function of shape size

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