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fiddle_config_build_quickstart_for_class_instantiation.py
pythonThis quickstart demonstrates how to define a configuration for a simple class, mo
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fiddle_config_build_quickstart_for_class_instantiation.py
1import fiddle as fdl
2
3class MyModel:
4 def __init__(self, layers: int, activation: str = 'relu'):
5 self.layers = layers
6 self.activation = activation
7
8# 1. Create a configuration for the MyModel class.
9config = fdl.Config(MyModel, layers=32)
10
11# 2. Inspect and modify parameters.
12config.layers = 64
13config.activation = 'swish'
14
15# 3. Build (instantiate) the object from the configuration.
16model = fdl.build(config)
17
18print(f"Model layers: {model.layers}")
19print(f"Model activation: {model.activation}")