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apache--tvm/python/tvm/arith/__init__.py
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chore: import upstream snapshot with attribution
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Python

# isort: skip_file
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
"""Integer bound analysis, simplification and pattern detection."""
from .int_set import (
IntSet,
IntervalSet,
PresburgerSet,
estimate_region_lower_bound,
estimate_region_strict_bound,
estimate_region_upper_bound,
)
from .analyzer import ModularSet, ConstIntBound, Analyzer, ProofStrength, Extension, CompareResult
from .bound import deduce_bound
from .pattern import detect_linear_equation, detect_clip_bound
from .int_solver import solve_linear_equations, solve_linear_inequalities
from .iter_affine_map import IterMapExpr, IterMark, IterSplitExpr, IterSumExpr
from .iter_affine_map import (
detect_iter_map,
iter_map_simplify,
normalize_iter_map_to_expr,
normalize_to_iter_sum,
subspace_divide,
inverse_affine_iter_map,
)