circuit logic curriculum (#368)

This commit is contained in:
Zafir Stojanovski 2025-03-14 16:17:00 +01:00 committed by GitHub
parent 3e0254afea
commit 843a277248
3 changed files with 87 additions and 25 deletions

View file

@ -2,6 +2,7 @@ from dataclasses import dataclass
from random import Random
from typing import Any, Optional
from ..coaching import AttributeType, BaseCurriculum, RangeAttributeDefinition
from ..factory import ProceduralDataset, register_dataset
VERT = ""
@ -60,7 +61,8 @@ class CircuitLogicConfig:
:param seed: Random seed
"""
num_terms: int = 5
min_terms: int = 3
max_terms: int = 5
min_inputs: int = 2
max_inputs: int = 4
neg_prob: float = 0.3
@ -70,7 +72,7 @@ class CircuitLogicConfig:
def validate(self):
assert 1 <= self.min_inputs <= self.max_inputs, "Invalid input range"
assert 1 <= self.num_terms, "Invalid number of terms"
assert 1 <= self.min_terms <= self.max_terms, "Invalid number of terms"
assert 0.0 <= self.neg_prob <= 1.0, "neg_prob must be between 0 and 1"
@ -112,28 +114,15 @@ class CircuitLogicDataset(ProceduralDataset):
("AND", "&"),
]
def __len__(self) -> int:
return self.config.size
def __iter__(self):
self._current_idx = 0
return self
def __next__(self) -> dict[str, Any]:
if self._current_idx >= self.config.size:
raise StopIteration
item = self[self._current_idx]
self._current_idx += 1
return item
def __getitem__(self, idx: int) -> dict[str, Any]:
"""
Generate one random circuit logic item using ASCII drawing.
"""
rng = Random(self.seed + idx if self.seed is not None else None)
num_terms = rng.randint(self.config.min_terms, self.config.max_terms)
return self._generate_circuit(
rng=rng,
num_terms=self.config.num_terms,
num_terms=num_terms,
min_inputs=self.config.min_inputs,
max_inputs=self.config.max_inputs,
neg_prob=self.config.neg_prob,
@ -397,6 +386,10 @@ class CircuitLogicDataset(ProceduralDataset):
"term_strings": term_strings,
"final_gate": final_gate_name,
"inputs": inputs_list,
"difficulty": {
"terms": num_terms,
"inputs": (self.config.min_inputs, self.config.max_inputs),
},
},
}
@ -411,4 +404,33 @@ class CircuitLogicDataset(ProceduralDataset):
return 0.0
register_dataset("circuit_logic", CircuitLogicDataset, CircuitLogicConfig)
class CircuitLogicCurriculum(BaseCurriculum):
def __init__(self):
super().__init__(CircuitLogicCurriculum.__name__, CircuitLogicConfig)
# Define attributes
self._define_attributes(
RangeAttributeDefinition(
name="terms",
levels=[3, 5, 10, 20, 30],
default_level=1,
description="Number of terms in the expression",
attr_type=AttributeType.APPEND,
min_value=1,
lower_field_name="min_terms",
upper_field_name="max_terms",
),
RangeAttributeDefinition(
name="inputs",
levels=[2, 4, 6, 8, 10],
default_level=1,
description="Number of inputs per term",
attr_type=AttributeType.APPEND,
min_value=1,
lower_field_name="min_inputs",
upper_field_name="max_inputs",
),
)
register_dataset("circuit_logic", CircuitLogicDataset, CircuitLogicConfig, CircuitLogicCurriculum)