Slot: parallel_batch_size

Chunk size for lax_map and chunked-vmap modes. 1 = strictly sequential (minimum memory). Larger values amortise compile overhead across trials at the cost of memory. Ignored when parallel_mode is vmap (which always uses the full n_trials axis).

URI: tvbo:slot/parallel_batch_size

Applicable Classes

Name Description Modifies Slot
Exploration Parameter space exploration (grid search, sweep) no

Properties

Type and Range

Property Value
Range xsd:integer
Domain Of Exploration

Cardinality and Requirements

Property Value

Slot Characteristics

Property Value
Owner Exploration

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/tvbo

Mappings

Mapping Type Mapped Value
self tvbo:parallel_batch_size
native tvbo:parallel_batch_size

LinkML Source

name: parallel_batch_size
description: Chunk size for ``lax_map`` and chunked-``vmap`` modes. ``1`` = strictly
  sequential (minimum memory). Larger values amortise compile overhead across trials
  at the cost of memory. Ignored when parallel_mode is ``vmap`` (which always uses
  the full n_trials axis).
from_schema: https://w3id.org/tvbo
rank: 1000
owner: Exploration
domain_of:
- Exploration
range: integer