EluBackprop
EluBackprop#
Versioned name: EluBackprop-1
Category: Activation
Short description: EluBackprop computes gradient for ELU.
Attributes:
alpha
Description: alpha is scale for the negative factor.
Range of values: arbitrary non-negative f32 value
Type: f32
Required: yes
use_dst
Description: If true, use dst to calculate gradient; else use src.
Range of values: True or False
Type: bool
Default value: True
Required: no
Inputs:
1:
result_forward
/input_forward
- if use_dst is true,result_forward
is used, elseinput_forward
is used.. Required.Type: T
2:
output_delta
- the gradient tensor with respect to the output of Elu. Required.Type: T
Outputs
1:
input_delta
- the gradient tensor with respect to the input of ELU.Type: T
Types:
T: f32, f16, bf16.
Note: Inputs and outputs have the same data type denoted by T. For example, if input is f32 tensor, then all other tensors have f32 data type.