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Block
A Block is a recursive graph structure composed of Units, Layers, and Blocks. A Block is implicitly created using the >> operator.
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Export as Module
Sometimes you may want to export a Block as a module. We recommend wrapping it in its own Block for clarity.
# model/ensemble.py
Ensemble = Block() >> Layer(...)
# experiment.py
from verdict import Pipeline
from .model.ensemble import Ensemble
pipeline = Pipeline() >> Ensemble()
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Materialization
As mentioned in the Programming Model section, a Block is a recursive graph structure. The materialize method recursively flattens all sub-graphs into a flat list of Units.
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Prefix
Through the materialization process, we interatively construct a unique prefix for each Unit using the following rules.