autogen/flaml/config.py
Chi Wang 776aa55189
V0.2.2 (#19)
* v0.2.2

separate the HPO part into the module flaml.tune
enhanced implementation of FLOW^2, CFO and BlendSearch
support parallel tuning using ray tune
add support for sample_weight and generic fit arguments
enable mlflow logging

Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: qingyun-wu <qw2ky@virginia.edu>
2021-02-05 21:41:14 -08:00

14 lines
312 B
Python

'''!
* 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