"""!
 * Copyright (c) 2020-2021 Microsoft Corporation. All rights reserved.
 * Licensed under the MIT License.
"""

N_SPLITS = 5
RANDOM_SEED = 1
SPLIT_RATIO = 0.1
MEM_THRES = 4 * (1024**3)
SMALL_LARGE_THRES = 10000000
MIN_SAMPLE_TRAIN = 10000
CV_HOLDOUT_THRESHOLD = 100000
SAMPLE_MULTIPLY_FACTOR = 4
SEARCH_THREAD_EPS = 1.0
PENALTY = 1e10  # penalty term for constraints