PoolingBatcher.Config

Component: PoolingBatcher

class PoolingBatcher.Config

Bases: Batcher.Config

All Attributes (including base classes)

train_batch_size: int = 16

eval_batch_size: int = 16

test_batch_size: int = 16

pool_num_batches: int = 1000

Size of a pool expressed in number of batches

num_shuffled_pools: int = 1

How many pool-sized chunks to load at a time for shuffling

Subclasses

• DynamicPoolingBatcher.Config
• ExponentialDynamicPoolingBatcher.Config
• LinearDynamicPoolingBatcher.Config

Default JSON

{
    "train_batch_size": 16,
    "eval_batch_size": 16,
    "test_batch_size": 16,
    "pool_num_batches": 1000,
    "num_shuffled_pools": 1
}