aiopti_adam_f32 Struct Reference

Data-type specific Adam optimizer struct for F32 . More...

#include <aiopti_adam_default.h>

Data Fields
aiopti_adam_t	base
	Inherited field members from general optimizer struct.
Optimizer configuration
Required configuration parameters for the optimizer These fields have to be configured by the user before calling the initializer function.
aiscalar_f32_t	learning_rate
	Storage for aiopti.learning_rate scalar in F32.
aiscalar_f32_t	beta1
	Storage for aiopti_adam.beta1 scalar in F32.
aiscalar_f32_t	beta2
	Storage for aiopti_adam.beta2 scalar in F32.
aiscalar_f32_t	eps
	Storage for aiopti_adam.eps scalar in F32.
Variables for internal computation
These fields are automatically configured in the initializer function.
aiscalar_f32_t	beta1t
	Storage for aiopti_adam.beta1t scalar in F32.
aiscalar_f32_t	beta2t
	Storage for aiopti_adam.beta2t scalar in F32.
aiscalar_f32_t	one_minus_beta1
	Storage for aiopti_adam.one_minus_beta1 scalar in F32.
aiscalar_f32_t	one_minus_beta2
	Storage for aiopti_adam.one_minus_beta2 scalar in F32.
aiscalar_f32_t	lrt
	Storage for aiopti_adam.lrt scalar in F32.

Detailed Description

Data-type specific Adam optimizer struct for F32 .

Adds data fields for the learning rate and the configuration values in F32 to the base implementation.

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The documentation for this struct was generated from the following file:

• aiopti_adam_default.h