tf.min_max_variable_partitioner

View source on GitHub

Partitioner to allocate minimum size per slice.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.min_max_variable_partitioner

 
tf.min_max_variable_partitioner(
    max_partitions=1, axis=0, min_slice_size=(256 << 10),
    bytes_per_string_element=16
)

Returns a partitioner that partitions the variable of given shape and dtype such that each partition has a minimum of min_slice_size slice of the variable. The maximum number of such partitions (upper bound) is given by max_partitions.

max_partitions Upper bound on the number of partitions. Defaults to 1.
axis Axis along which to partition the variable. Defaults to 0.
min_slice_size Minimum size of the variable slice per partition. Defaults to 256K.
bytes_per_string_element If the Variable is of type string, this provides an estimate of how large each scalar in the Variable is.

A partition function usable as the partitioner argument to variable_scope and get_variable.