AdagradByAddress
Customizes the AdagradByAddress optimizer.
Prototype
1 | def create_hash_optimizer_by_address(learning_rate=0.001, initial_accumulator_value=0.9, name="Adagrad") |
Parameters
Parameter |
Type |
Mandatory/Optional |
Description |
|---|---|---|---|
learning_rate |
float/tf.Tensor |
Optional |
Learning rate Default value: 0.001 Value range: [0.0, 10.0] |
initial_accumulator_value |
float |
Optional |
Initial value of the accumulator Default value: 0.9 Value range: (0.0, 1.0] |
name |
string |
Optional |
Name of the optimizer Default value: Adagrad Name length range: [1, 200] |
Return Value
An instance object of the CustomizedAdagradByAddress optimizer.
Example
1 2 | from mx_rec.optimizers.adagrad_by_addr import create_hash_optimizer_by_address hashtable_optimizer = create_hash_optimizer_by_address() |
Parent topic: Optimizers