create_lr_rate_parameters_exp: This function generates parameters for learning rate...

In xazip/x3pLeaX: What the Package Does (One Line, Title Case)

This function generates parameters for learning rate callbacks defined by user input of number of epochs, the max learning rate willing, tensor used as input for ML or DL model, growth constant, and batch_size

Description

This function generates parameters for learning rate callbacks defined by user input of number of epochs, the max learning rate willing, tensor used as input for ML or DL model, growth constant, and batch_size

Usage

create_lr_rate_parameters_exp(
  epochz,
  max_lr,
  training_data,
  growth_constant,
  process_batch_size
)

Arguments

epochz	number of epochs the user plans to set for model they wish to train data on
max_lr	maximum allowed value for learning rate
training_data	A tensor of specific dimension
growth_constant	growth_constant for modeling exponential increase
process_batch_size	number of batches set when training model

Value

l_rate and n_iter

xazip/x3pLeaX documentation built on July 14, 2022, 5:37 p.m.