Implements a relu activation function.
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Inheritance diagram for fnn_activation_relu::reluactivation:
Collaboration diagram for fnn_activation_relu::reluactivation:
Public Member Functions | |
| procedure, pass, public | tofile => relu_tofile |
| Saves the activation function. More... | |
| procedure, pass, public | apply_forward => relu_apply_forward |
| Applies and linearises the activation function. More... | |
 Public Member Functions inherited from fnn_activation_nonlinear::nonlinearactivation | |
| procedure, pass, public | apply_tangent_linear => nonlinear_apply_tangent_linear |
| Applies the TL of the activation function. More... | |
| procedure, pass, public | apply_adjoint => nonlinear_apply_adjoint |
| Applies the adjoint of the activation function. More... | |
| Public Member Functions inherited from fnn_activation_linear::linearactivation | |
| procedure, pass, public | tofile => linear_tofile |
| Saves the activation function. More... | |
| procedure, pass, public | apply_forward => linear_apply_forward |
| Applies and linearises the activation function. More... | |
| procedure, pass, public | apply_tangent_linear => linear_apply_tangent_linear |
| Applies the TL of the activation function. More... | |
| procedure, pass, public | apply_adjoint => linear_apply_adjoint |
| Applies the adjoint of the activation function. More... | |
Additional Inherited Members | |
| Public Attributes inherited from fnn_activation_nonlinear::nonlinearactivation | |
| real(rk), dimension(:, :), allocatable, public | z_prime |
| The storage for the linearisation. More... | |
| Public Attributes inherited from fnn_activation_linear::linearactivation | |
| integer(ik) | batch_size |
| The batch size. More... | |
Detailed Description
Implements a relu activation function.
Member Function/Subroutine Documentation
◆ apply_forward()
| procedure, pass, public fnn_activation_relu::reluactivation::apply_forward |
Applies and linearises the activation function.
Implemented by relu_apply_forward.
◆ tofile()
| procedure, pass, public fnn_activation_relu::reluactivation::tofile |
Saves the activation function.
Implemented by relu_tofile.
The documentation for this type was generated from the following file:
