less_equal

paddle.fluid.layers.less_equal(x, y, cond=None)[source]

This OP returns the truth value of \(x <= y\) elementwise, which is equivalent function to the overloaded operator <=.

Parameters

  • x (Variable) – First input to compare which is N-D tensor. The input data type should be float32, float64, int32, int64.

  • y (Variable) – Second input to compare which is N-D tensor. The input data type should be float32, float64, int32, int64.

  • cond (Variable, optional) – If is None, the op will create a variable as output tensor, the input shape and data type of this tensor is the same as input x. If is not None, the op will set the variable as output tensor, the input shape and data type of this tensor should be the same as input x. Default value is None.

Returns

The tensor variable storing the output, the output shape is the same as input x.

Return type

Variable, the output data type is bool.

Examples

import paddle.fluid as fluid
import numpy as np
label = fluid.layers.assign(np.array([1, 3], dtype='int32'))
limit = fluid.layers.assign(np.array([1, 2], dtype='int32'))
out = fluid.layers.less_equal(x=label, y=limit) #out=[True, False]
out1 = label<= limit #out1=[True, False]