Python IntegerParameter.as_tuning_range示例

示例#1

文件： test_tuner.py 项目： wangjianfeng7/sagemaker-python-sdk

def test_integer_parameter_ranges():
    int_param = IntegerParameter(1, 2)
    ranges = int_param.as_tuning_range('some')
    assert len(ranges.keys()) == 3
    assert ranges['Name'] == 'some'
    assert ranges['MinValue'] == '1'
    assert ranges['MaxValue'] == '2'

示例#2

def test_integer_parameter_ranges():
    int_param = IntegerParameter(1, 2)
    ranges = int_param.as_tuning_range("some")
    assert len(ranges.keys()) == 4
    assert ranges["Name"] == "some"
    assert ranges["MinValue"] == "1"
    assert ranges["MaxValue"] == "2"
    assert ranges["ScalingType"] == "Auto"

示例#3

def test_integer_parameter_scaling_type():
    int_param = IntegerParameter(2, 3, scaling_type="Linear")
    int_range = int_param.as_tuning_range("range")
    assert int_range["ScalingType"] == "Linear"

示例#4

文件： test_tuner.py 项目： zxy844288792/sagemaker-python-sdk

def test_integer_parameter_scaling_type():
    int_param = IntegerParameter(2, 3, scaling_type='Linear')
    int_range = int_param.as_tuning_range('range')
    assert int_range['ScalingType'] == 'Linear'