The parameters are polynomial: Z = 8 (Q + 1) m' ≤ zC (Q σ)^{zE}

import Lean.Elab.Tactic
import Mathlib.Algebra.Algebra.Basic
import Mathlib.Algebra.Algebra.Defs
import Mathlib.Algebra.Algebra.Equiv
import Mathlib.Algebra.Algebra.Hom
import Mathlib.Algebra.Algebra.NonUnitalHom
import Mathlib.Algebra.Algebra.Rat
import Mathlib.Algebra.Algebra.Spectrum.Basic
import Mathlib.Algebra.Algebra.Spectrum.Quasispectrum
import Mathlib.Algebra.BigOperators.Expect
import Mathlib.Algebra.BigOperators.Field
import Mathlib.Algebra.BigOperators.Fin
import Mathlib.Algebra.BigOperators.Finsupp.Basic
import Mathlib.Algebra.BigOperators.Group.Finset.Basic
import Mathlib.Algebra.BigOperators.Group.Finset.Defs
import Mathlib.Algebra.BigOperators.Group.Finset.Piecewise
import Mathlib.Algebra.BigOperators.Group.Finset.Sigma
import Mathlib.Algebra.BigOperators.Group.Multiset.Defs
import Mathlib.Algebra.BigOperators.GroupWithZero.Action
import Mathlib.Algebra.BigOperators.GroupWithZero.Finset
import Mathlib.Algebra.BigOperators.Intervals
import Mathlib.Algebra.BigOperators.Pi
import Mathlib.Algebra.BigOperators.Ring.Finset
import Mathlib.Algebra.CharP.Algebra
import Mathlib.Algebra.CharP.Defs
import Mathlib.Algebra.CharP.Invertible
import Mathlib.Algebra.CharP.Two
import Mathlib.Algebra.CharZero.Defs
import Mathlib.Algebra.Field.Basic
import Mathlib.Algebra.Field.Defs
import Mathlib.Algebra.Field.IsField
import Mathlib.Algebra.Field.Rat
import Mathlib.Algebra.Field.ZMod
import Mathlib.Algebra.Group.Action.Defs
import Mathlib.Algebra.Group.Action.Opposite
import Mathlib.Algebra.Group.Action.Pi
import Mathlib.Algebra.Group.AddChar
import Mathlib.Algebra.Group.Basic
import Mathlib.Algebra.Group.Commute.Defs
import Mathlib.Algebra.Group.Defs
import Mathlib.Algebra.Group.Fin.Basic
import Mathlib.Algebra.Group.Finsupp
import Mathlib.Algebra.Group.Hom.Defs
import Mathlib.Algebra.Group.Idempotent
import Mathlib.Algebra.Group.Invertible.Basic
import Mathlib.Algebra.Group.Invertible.Defs
import Mathlib.Algebra.Group.Nat.Defs
import Mathlib.Algebra.Group.Opposite
import Mathlib.Algebra.Group.Pi.Basic
import Mathlib.Algebra.Group.Prod
import Mathlib.Algebra.Group.Subgroup.Defs
import Mathlib.Algebra.Group.Submonoid.Defs
import Mathlib.Algebra.Group.Subsemigroup.Defs
import Mathlib.Algebra.Group.Units.Basic
import Mathlib.Algebra.Group.Units.Defs
import Mathlib.Algebra.GroupWithZero.Action.Defs
import Mathlib.Algebra.GroupWithZero.Basic
import Mathlib.Algebra.GroupWithZero.Commute
import Mathlib.Algebra.GroupWithZero.Defs
import Mathlib.Algebra.GroupWithZero.Hom
import Mathlib.Algebra.GroupWithZero.Invertible
import Mathlib.Algebra.GroupWithZero.Nat
import Mathlib.Algebra.GroupWithZero.NeZero
import Mathlib.Algebra.GroupWithZero.Units.Basic
import Mathlib.Algebra.GroupWithZero.Units.Lemmas
import Mathlib.Algebra.Module.BigOperators
import Mathlib.Algebra.Module.Defs
import Mathlib.Algebra.Module.Equiv.Defs
import Mathlib.Algebra.Module.FinitePresentation
import Mathlib.Algebra.Module.LinearMap.Defs
import Mathlib.Algebra.Module.NatInt
import Mathlib.Algebra.Module.Pi
import Mathlib.Algebra.Module.Prod
import Mathlib.Algebra.Module.Submodule.Defs
import Mathlib.Algebra.Module.Submodule.Lattice
import Mathlib.Algebra.Module.Submodule.LinearMap
import Mathlib.Algebra.Module.Submodule.Range
import Mathlib.Algebra.Module.Torsion.Pi
import Mathlib.Algebra.MonoidAlgebra.Basic
import Mathlib.Algebra.MonoidAlgebra.Defs
import Mathlib.Algebra.MonoidAlgebra.Module
import Mathlib.Algebra.MvPolynomial.Basic
import Mathlib.Algebra.MvPolynomial.CommRing
import Mathlib.Algebra.MvPolynomial.Degrees
import Mathlib.Algebra.MvPolynomial.Eval
import Mathlib.Algebra.MvPolynomial.Monad
import Mathlib.Algebra.MvPolynomial.Polynomial
import Mathlib.Algebra.MvPolynomial.Rename
import Mathlib.Algebra.MvPolynomial.SchwartzZippel
import Mathlib.Algebra.NeZero
import Mathlib.Algebra.Notation.Defs
import Mathlib.Algebra.Notation.Indicator
import Mathlib.Algebra.Notation.Pi.Basic
import Mathlib.Algebra.Notation.Pi.Defs
import Mathlib.Algebra.Notation.Prod
import Mathlib.Algebra.Opposites
import Mathlib.Algebra.Order.Archimedean.Basic
import Mathlib.Algebra.Order.Archimedean.Real.Basic
import Mathlib.Algebra.Order.BigOperators.Group.Finset
import Mathlib.Algebra.Order.BigOperators.GroupWithZero.Finset
import Mathlib.Algebra.Order.Field.Basic
import Mathlib.Algebra.Order.Floor.Defs
import Mathlib.Algebra.Order.Group.Abs
import Mathlib.Algebra.Order.Group.Defs
import Mathlib.Algebra.Order.Group.Nat
import Mathlib.Algebra.Order.Group.Unbundled.Abs
import Mathlib.Algebra.Order.Group.Unbundled.Basic
import Mathlib.Algebra.Order.GroupWithZero.Basic
import Mathlib.Algebra.Order.GroupWithZero.Canonical
import Mathlib.Algebra.Order.GroupWithZero.Defs
import Mathlib.Algebra.Order.IsBotOne
import Mathlib.Algebra.Order.Module.Defs
import Mathlib.Algebra.Order.Monoid.Canonical.Defs
import Mathlib.Algebra.Order.Monoid.Defs
import Mathlib.Algebra.Order.Monoid.NatCast
import Mathlib.Algebra.Order.Monoid.Unbundled.Basic
import Mathlib.Algebra.Order.Monoid.Unbundled.Defs
import Mathlib.Algebra.Order.Monoid.Unbundled.ExistsOfLE
import Mathlib.Algebra.Order.Nonneg.Basic
import Mathlib.Algebra.Order.Nonneg.Module
import Mathlib.Algebra.Order.Ring.Abs
import Mathlib.Algebra.Order.Ring.Basic
import Mathlib.Algebra.Order.Ring.Defs
import Mathlib.Algebra.Order.Ring.Nat
import Mathlib.Algebra.Order.Ring.Star
import Mathlib.Algebra.Order.Ring.Unbundled.Basic
import Mathlib.Algebra.Order.Ring.Unbundled.Rat
import Mathlib.Algebra.Order.Star.Basic
import Mathlib.Algebra.Order.Star.Real
import Mathlib.Algebra.Order.Sub.Basic
import Mathlib.Algebra.Order.Sub.Defs
import Mathlib.Algebra.Order.SuccPred
import Mathlib.Algebra.Order.ZeroLEOne
import Mathlib.Algebra.Polynomial.AlgebraMap
import Mathlib.Algebra.Polynomial.Basic
import Mathlib.Algebra.Polynomial.BigOperators
import Mathlib.Algebra.Polynomial.Degree.Defs
import Mathlib.Algebra.Polynomial.Degree.Lemmas
import Mathlib.Algebra.Polynomial.Degree.Operations
import Mathlib.Algebra.Polynomial.Degree.SmallDegree
import Mathlib.Algebra.Polynomial.Div
import Mathlib.Algebra.Polynomial.Eval.Coeff
import Mathlib.Algebra.Polynomial.Eval.Defs
import Mathlib.Algebra.Polynomial.Eval.Degree
import Mathlib.Algebra.Polynomial.FieldDivision
import Mathlib.Algebra.Polynomial.Monic
import Mathlib.Algebra.Polynomial.Roots
import Mathlib.Algebra.Polynomial.SpecificDegree
import Mathlib.Algebra.QuadraticDiscriminant
import Mathlib.Algebra.Ring.Basic
import Mathlib.Algebra.Ring.Commute
import Mathlib.Algebra.Ring.CompTypeclasses
import Mathlib.Algebra.Ring.Defs
import Mathlib.Algebra.Ring.Equiv
import Mathlib.Algebra.Ring.GeomSum
import Mathlib.Algebra.Ring.Hom.Defs
import Mathlib.Algebra.Ring.Int.Defs
import Mathlib.Algebra.Ring.Nat
import Mathlib.Algebra.Ring.Parity
import Mathlib.Algebra.Ring.Pi
import Mathlib.Algebra.Squarefree.Basic
import Mathlib.Algebra.Star.Basic
import Mathlib.Algebra.Star.Module
import Mathlib.Algebra.Star.SelfAdjoint
import Mathlib.Algebra.Star.StarAlgHom
import Mathlib.Algebra.Star.StarProjection
import Mathlib.Algebra.Star.Unitary
import Mathlib.Algebra.Star.UnitaryStarAlgAut
import Mathlib.Analysis.CStarAlgebra.CStarMatrix
import Mathlib.Analysis.CStarAlgebra.Classes
import Mathlib.Analysis.CStarAlgebra.ContinuousFunctionalCalculus.Instances
import Mathlib.Analysis.CStarAlgebra.ContinuousFunctionalCalculus.NonUnital
import Mathlib.Analysis.CStarAlgebra.ContinuousFunctionalCalculus.Order
import Mathlib.Analysis.CStarAlgebra.ContinuousFunctionalCalculus.Unique
import Mathlib.Analysis.CStarAlgebra.ContinuousFunctionalCalculus.Unital
import Mathlib.Analysis.CStarAlgebra.Matrix
import Mathlib.Analysis.CStarAlgebra.Module.Constructions
import Mathlib.Analysis.CStarAlgebra.Module.Defs
import Mathlib.Analysis.Complex.Basic
import Mathlib.Analysis.Complex.Exponential
import Mathlib.Analysis.Complex.ExponentialBounds
import Mathlib.Analysis.Complex.Norm
import Mathlib.Analysis.Complex.Order
import Mathlib.Analysis.Complex.Polynomial.Basic
import Mathlib.Analysis.Complex.Trigonometric
import Mathlib.Analysis.Convex.Cone.Basic
import Mathlib.Analysis.Convex.Cone.Closure
import Mathlib.Analysis.Convex.Cone.Dual
import Mathlib.Analysis.Convex.SpecificFunctions.Pow
import Mathlib.Analysis.Fourier.FiniteAbelian.Orthogonality
import Mathlib.Analysis.Fourier.ZMod
import Mathlib.Analysis.InnerProductSpace.Adjoint
import Mathlib.Analysis.InnerProductSpace.Basic
import Mathlib.Analysis.InnerProductSpace.Defs
import Mathlib.Analysis.InnerProductSpace.GramMatrix
import Mathlib.Analysis.InnerProductSpace.Orthonormal
import Mathlib.Analysis.InnerProductSpace.PiL2
import Mathlib.Analysis.LocallyConvex.AbsConvexOpen
import Mathlib.Analysis.LocallyConvex.WithSeminorms
import Mathlib.Analysis.Matrix.Hermitian
import Mathlib.Analysis.Matrix.HermitianFunctionalCalculus
import Mathlib.Analysis.Matrix.Normed
import Mathlib.Analysis.Matrix.Order
import Mathlib.Analysis.Matrix.PosDef
import Mathlib.Analysis.Matrix.Spectrum
import Mathlib.Analysis.MeanInequalitiesPow
import Mathlib.Analysis.Normed.Field.Basic
import Mathlib.Analysis.Normed.Field.Lemmas
import Mathlib.Analysis.Normed.Group.Basic
import Mathlib.Analysis.Normed.Group.Bounded
import Mathlib.Analysis.Normed.Group.Continuity
import Mathlib.Analysis.Normed.Group.Defs
import Mathlib.Analysis.Normed.Group.Real
import Mathlib.Analysis.Normed.Group.Uniform
import Mathlib.Analysis.Normed.Lp.PiLp
import Mathlib.Analysis.Normed.Lp.WithLp
import Mathlib.Analysis.Normed.Module.Basic
import Mathlib.Analysis.Normed.Module.FiniteDimension
import Mathlib.Analysis.Normed.Operator.LinearIsometry
import Mathlib.Analysis.Normed.Ring.Basic
import Mathlib.Analysis.RCLike.Basic
import Mathlib.Analysis.Real.Spectrum
import Mathlib.Analysis.Real.Sqrt
import Mathlib.Analysis.SpecialFunctions.Complex.Circle
import Mathlib.Analysis.SpecialFunctions.Complex.CircleAddChar
import Mathlib.Analysis.SpecialFunctions.ContinuousFunctionalCalculus.Rpow.Basic
import Mathlib.Analysis.SpecialFunctions.Log.Basic
import Mathlib.Analysis.SpecialFunctions.Pow.Real
import Mathlib.Analysis.SpecialFunctions.Trigonometric.Basic
import Mathlib.Combinatorics.SimpleGraph.AdjMatrix
import Mathlib.Combinatorics.SimpleGraph.LapMatrix
import Mathlib.Computability.Primrec.List
import Mathlib.Data.Complex.Basic
import Mathlib.Data.Complex.BigOperators
import Mathlib.Data.Countable.Defs
import Mathlib.Data.ENNReal.Basic
import Mathlib.Data.ENNReal.BigOperators
import Mathlib.Data.ENNReal.Inv
import Mathlib.Data.ENNReal.Operations
import Mathlib.Data.ENNReal.Real
import Mathlib.Data.ENat.Lattice
import Mathlib.Data.Fin.SuccPred
import Mathlib.Data.Fin.Tuple.Basic
import Mathlib.Data.Finite.Defs
import Mathlib.Data.Finite.Prod
import Mathlib.Data.Finite.Sum
import Mathlib.Data.Finset.Attach
import Mathlib.Data.Finset.Basic
import Mathlib.Data.Finset.BooleanAlgebra
import Mathlib.Data.Finset.Card
import Mathlib.Data.Finset.Defs
import Mathlib.Data.Finset.Empty
import Mathlib.Data.Finset.Erase
import Mathlib.Data.Finset.Filter
import Mathlib.Data.Finset.Image
import Mathlib.Data.Finset.Insert
import Mathlib.Data.Finset.Lattice.Basic
import Mathlib.Data.Finset.Lattice.Fold
import Mathlib.Data.Finset.Lattice.Lemmas
import Mathlib.Data.Finset.Max
import Mathlib.Data.Finset.Powerset
import Mathlib.Data.Finset.Prod
import Mathlib.Data.Finset.Range
import Mathlib.Data.Finset.Sigma
import Mathlib.Data.Finsupp.Defs
import Mathlib.Data.Fintype.Basic
import Mathlib.Data.Fintype.BigOperators
import Mathlib.Data.Fintype.Card
import Mathlib.Data.Fintype.CardEmbedding
import Mathlib.Data.Fintype.Defs
import Mathlib.Data.Fintype.EquivFin
import Mathlib.Data.Fintype.Fin
import Mathlib.Data.Fintype.OfMap
import Mathlib.Data.Fintype.Option
import Mathlib.Data.Fintype.Pi
import Mathlib.Data.Fintype.Powerset
import Mathlib.Data.Fintype.Prod
import Mathlib.Data.Fintype.Sets
import Mathlib.Data.Fintype.Sigma
import Mathlib.Data.Fintype.Sum
import Mathlib.Data.FunLike.Basic
import Mathlib.Data.FunLike.Embedding
import Mathlib.Data.FunLike.Equiv
import Mathlib.Data.FunLike.IsApply
import Mathlib.Data.Int.Cast.Basic
import Mathlib.Data.Int.Cast.Defs
import Mathlib.Data.Int.Cast.Lemmas
import Mathlib.Data.List.Basic
import Mathlib.Data.List.FinRange
import Mathlib.Data.List.Nodup
import Mathlib.Data.List.NodupEquivFin
import Mathlib.Data.List.OfFn
import Mathlib.Data.List.Rotate
import Mathlib.Data.List.Sort
import Mathlib.Data.Matrix.Basic
import Mathlib.Data.Matrix.Basis
import Mathlib.Data.Matrix.Block
import Mathlib.Data.Matrix.Diagonal
import Mathlib.Data.Matrix.Mul
import Mathlib.Data.Multiset.Bind
import Mathlib.Data.Multiset.Count
import Mathlib.Data.Multiset.Defs
import Mathlib.Data.Multiset.Filter
import Mathlib.Data.Multiset.MapFold
import Mathlib.Data.Multiset.ZeroCons
import Mathlib.Data.NNRat.Defs
import Mathlib.Data.NNReal.Defs
import Mathlib.Data.NNReal.Star
import Mathlib.Data.Nat.Basic
import Mathlib.Data.Nat.Bits
import Mathlib.Data.Nat.Cast.Basic
import Mathlib.Data.Nat.Cast.Commute
import Mathlib.Data.Nat.Cast.Defs
import Mathlib.Data.Nat.Cast.Order.Basic
import Mathlib.Data.Nat.Cast.Order.Ring
import Mathlib.Data.Nat.Choose.Basic
import Mathlib.Data.Nat.Choose.Sum
import Mathlib.Data.Nat.Factorial.Basic
import Mathlib.Data.Nat.Factorial.BigOperators
import Mathlib.Data.Nat.Factorization.Basic
import Mathlib.Data.Nat.Init
import Mathlib.Data.Nat.Notation
import Mathlib.Data.Nat.Prime.Defs
import Mathlib.Data.Nat.Size
import Mathlib.Data.Nat.SuccPred
import Mathlib.Data.Prod.Basic
import Mathlib.Data.Quot
import Mathlib.Data.Rat.Cast.CharZero
import Mathlib.Data.Rat.Cast.Defs
import Mathlib.Data.Rat.Cast.Lemmas
import Mathlib.Data.Rat.Cast.Order
import Mathlib.Data.Rat.Init
import Mathlib.Data.Real.Basic
import Mathlib.Data.Real.Star
import Mathlib.Data.SProd
import Mathlib.Data.Set.Basic
import Mathlib.Data.Set.CoeSort
import Mathlib.Data.Set.Defs
import Mathlib.Data.Set.Finite.Range
import Mathlib.Data.Set.Operations
import Mathlib.Data.Set.Restrict
import Mathlib.Data.SetLike.Basic
import Mathlib.Data.Sigma.Basic
import Mathlib.Data.Subtype
import Mathlib.Data.ULift
import Mathlib.Data.ZMod.Basic
import Mathlib.Data.ZMod.Defs
import Mathlib.FieldTheory.Finite.Basic
import Mathlib.FieldTheory.Finite.Extension
import Mathlib.FieldTheory.Finite.GaloisField
import Mathlib.FieldTheory.Finite.Trace
import Mathlib.FieldTheory.Galois.NormalBasis
import Mathlib.FieldTheory.IsAlgClosed.AlgebraicClosure
import Mathlib.FieldTheory.IsSepClosed
import Mathlib.FieldTheory.KummerExtension
import Mathlib.FieldTheory.Minpoly.Finite
import Mathlib.FieldTheory.Perfect
import Mathlib.FieldTheory.Separable
import Mathlib.Geometry.Convex.Cone.Pointed
import Mathlib.GroupTheory.GroupAction.Hom
import Mathlib.GroupTheory.GroupAction.Ring
import Mathlib.LinearAlgebra.Basis.Defs
import Mathlib.LinearAlgebra.Basis.VectorSpace
import Mathlib.LinearAlgebra.BilinearForm.Orthogonal
import Mathlib.LinearAlgebra.Complex.FiniteDimensional
import Mathlib.LinearAlgebra.Complex.Module
import Mathlib.LinearAlgebra.DFinsupp
import Mathlib.LinearAlgebra.Dimension.Finite
import Mathlib.LinearAlgebra.Dimension.Finrank
import Mathlib.LinearAlgebra.FiniteDimensional.Basic
import Mathlib.LinearAlgebra.FiniteDimensional.Defs
import Mathlib.LinearAlgebra.FiniteDimensional.Lemmas
import Mathlib.LinearAlgebra.FreeModule.Finite.Basic
import Mathlib.LinearAlgebra.FreeModule.PID
import Mathlib.LinearAlgebra.FreeModule.StrongRankCondition
import Mathlib.LinearAlgebra.Lagrange
import Mathlib.LinearAlgebra.LinearIndependent.Lemmas
import Mathlib.LinearAlgebra.Matrix.CharP
import Mathlib.LinearAlgebra.Matrix.Charpoly.Basic
import Mathlib.LinearAlgebra.Matrix.Circulant
import Mathlib.LinearAlgebra.Matrix.ConjTranspose
import Mathlib.LinearAlgebra.Matrix.Defs
import Mathlib.LinearAlgebra.Matrix.DotProduct
import Mathlib.LinearAlgebra.Matrix.Hermitian
import Mathlib.LinearAlgebra.Matrix.Kronecker
import Mathlib.LinearAlgebra.Matrix.PosDef
import Mathlib.LinearAlgebra.Matrix.Rank
import Mathlib.LinearAlgebra.Matrix.Reindex
import Mathlib.LinearAlgebra.Matrix.StdBasis
import Mathlib.LinearAlgebra.Matrix.ToLin
import Mathlib.LinearAlgebra.Matrix.Trace
import Mathlib.LinearAlgebra.Pi
import Mathlib.LinearAlgebra.UnitaryGroup
import Mathlib.Logic.Basic
import Mathlib.Logic.Denumerable
import Mathlib.Logic.Embedding.Basic
import Mathlib.Logic.Equiv.Basic
import Mathlib.Logic.Equiv.Defs
import Mathlib.Logic.Equiv.Fin.Basic
import Mathlib.Logic.Equiv.Prod
import Mathlib.Logic.Equiv.Set
import Mathlib.Logic.Function.Basic
import Mathlib.Logic.Function.Defs
import Mathlib.Logic.Function.Iterate
import Mathlib.Logic.IsEmpty.Basic
import Mathlib.Logic.IsEmpty.Defs
import Mathlib.Logic.Nonempty
import Mathlib.Logic.Nontrivial.Defs
import Mathlib.Logic.Unique
import Mathlib.MeasureTheory.Constructions.BorelSpace.Basic
import Mathlib.MeasureTheory.Function.L1Space.Integrable
import Mathlib.MeasureTheory.Integral.Bochner.Basic
import Mathlib.MeasureTheory.MeasurableSpace.Basic
import Mathlib.MeasureTheory.MeasurableSpace.Defs
import Mathlib.MeasureTheory.MeasurableSpace.Instances
import Mathlib.MeasureTheory.Measure.Dirac
import Mathlib.MeasureTheory.Measure.MeasureSpace
import Mathlib.MeasureTheory.Measure.MeasureSpaceDef
import Mathlib.MeasureTheory.Measure.Typeclasses.Probability
import Mathlib.MeasureTheory.OuterMeasure.AE
import Mathlib.MeasureTheory.OuterMeasure.Defs
import Mathlib.NumberTheory.LegendreSymbol.AddCharacter
import Mathlib.Order.Basic
import Mathlib.Order.BooleanAlgebra.Defs
import Mathlib.Order.BoundedOrder.Basic
import Mathlib.Order.CompleteLattice.Defs
import Mathlib.Order.Defs.LinearOrder
import Mathlib.Order.Defs.PartialOrder
import Mathlib.Order.Filter.AtTopBot.Basic
import Mathlib.Order.Filter.AtTopBot.Defs
import Mathlib.Order.Filter.AtTopBot.Tendsto
import Mathlib.Order.Filter.Basic
import Mathlib.Order.Filter.Defs
import Mathlib.Order.Filter.Extr
import Mathlib.Order.Filter.Tendsto
import Mathlib.Order.Fin.Basic
import Mathlib.Order.Hom.Basic
import Mathlib.Order.Interval.Finset.Defs
import Mathlib.Order.Interval.Finset.Nat
import Mathlib.Order.Interval.Set.Defs
import Mathlib.Order.Lattice
import Mathlib.Order.Lattice.Nat
import Mathlib.Order.MinMax
import Mathlib.Order.Monotone.Defs
import Mathlib.Order.Nat
import Mathlib.Order.Notation
import Mathlib.Order.RelClasses
import Mathlib.Order.SetNotation
import Mathlib.Probability.Distributions.Bernoulli
import Mathlib.Probability.Distributions.Binomial
import Mathlib.Probability.Distributions.Uniform
import Mathlib.Probability.Moments.Basic
import Mathlib.Probability.Moments.SubGaussian
import Mathlib.Probability.ProbabilityMassFunction.Basic
import Mathlib.Probability.ProbabilityMassFunction.Constructions
import Mathlib.Probability.ProbabilityMassFunction.Integrals
import Mathlib.Probability.ProbabilityMassFunction.Monad
import Mathlib.RingTheory.AdjoinRoot
import Mathlib.RingTheory.Algebraic.Integral
import Mathlib.RingTheory.Bialgebra.Basic
import Mathlib.RingTheory.Coprime.Lemmas
import Mathlib.RingTheory.DedekindDomain.Basic
import Mathlib.RingTheory.EssentialFiniteness
import Mathlib.RingTheory.Etale.Basic
import Mathlib.RingTheory.Etale.Weakly
import Mathlib.RingTheory.FinitePresentation
import Mathlib.RingTheory.Finiteness.ModuleFinitePresentation
import Mathlib.RingTheory.Flat.FaithfullyFlat.Algebra
import Mathlib.RingTheory.Flat.FaithfullyFlat.Basic
import Mathlib.RingTheory.Flat.TorsionFree
import Mathlib.RingTheory.Henselian
import Mathlib.RingTheory.HopfAlgebra.Basic
import Mathlib.RingTheory.IntegralClosure.Algebra.Basic
import Mathlib.RingTheory.LocalRing.Defs
import Mathlib.RingTheory.MvPolynomial.Basic
import Mathlib.RingTheory.Polynomial.Content
import Mathlib.RingTheory.Polynomial.Cyclotomic.Factorization
import Mathlib.RingTheory.RegularLocalRing.Defs
import Mathlib.RingTheory.RootsOfUnity.PrimitiveRoots
import Mathlib.RingTheory.SimpleRing.Basic
import Mathlib.RingTheory.SimpleRing.Principal
import Mathlib.RingTheory.TotallySplit
import Mathlib.RingTheory.Trace.Basic
import Mathlib.SetTheory.Cardinal.Finite
import Mathlib.Tactic
import Mathlib.Tactic.Abel
import Mathlib.Tactic.Attr.Register
import Mathlib.Tactic.CancelDenoms.Core
import Mathlib.Tactic.DeriveFintype
import Mathlib.Tactic.FieldSimp.Lemmas
import Mathlib.Tactic.IntervalCases
import Mathlib.Tactic.Linarith
import Mathlib.Tactic.Linarith.Lemmas
import Mathlib.Tactic.Linarith.Preprocessing
import Mathlib.Tactic.NoncommRing
import Mathlib.Tactic.NormNum.Basic
import Mathlib.Tactic.NormNum.Eq
import Mathlib.Tactic.NormNum.Ineq
import Mathlib.Tactic.NormNum.Inv
import Mathlib.Tactic.NormNum.OfScientific
import Mathlib.Tactic.NormNum.Pow
import Mathlib.Tactic.NormNum.RealSqrt
import Mathlib.Tactic.NormNum.Result
import Mathlib.Tactic.Positivity.Basic
import Mathlib.Tactic.Positivity.Core
import Mathlib.Tactic.Push
import Mathlib.Tactic.Ring
import Mathlib.Tactic.Ring.Basic
import Mathlib.Tactic.Ring.Common
import Mathlib.Tactic.Ring.RingNF
import Mathlib.Topology.Algebra.ConstMulAction
import Mathlib.Topology.Algebra.Field
import Mathlib.Topology.Algebra.Group.Basic
import Mathlib.Topology.Algebra.Group.Defs
import Mathlib.Topology.Algebra.InfiniteSum.Basic
import Mathlib.Topology.Algebra.InfiniteSum.Defs
import Mathlib.Topology.Algebra.InfiniteSum.ENNReal
import Mathlib.Topology.Algebra.InfiniteSum.SummationFilter
import Mathlib.Topology.Algebra.Module.ClosedSubmodule
import Mathlib.Topology.Algebra.Module.ContinuousLinearMap.Basic
import Mathlib.Topology.Algebra.Module.ContinuousLinearMap.PiProd
import Mathlib.Topology.Algebra.Module.LocallyConvex
import Mathlib.Topology.Algebra.Module.ModuleTopology
import Mathlib.Topology.Algebra.Monoid
import Mathlib.Topology.Algebra.Monoid.Defs
import Mathlib.Topology.Algebra.MulAction
import Mathlib.Topology.Algebra.Ring.Basic
import Mathlib.Topology.Algebra.Ring.Real
import Mathlib.Topology.Algebra.Star
import Mathlib.Topology.Algebra.Star.Real
import Mathlib.Topology.Algebra.UniformMulAction
import Mathlib.Topology.Bases
import Mathlib.Topology.Basic
import Mathlib.Topology.Bornology.Basic
import Mathlib.Topology.Closure
import Mathlib.Topology.Constructions
import Mathlib.Topology.Constructions.SumProd
import Mathlib.Topology.Continuous
import Mathlib.Topology.ContinuousMap.ContinuousSqrt
import Mathlib.Topology.ContinuousOn
import Mathlib.Topology.Defs.Basic
import Mathlib.Topology.Defs.Filter
import Mathlib.Topology.EMetricSpace.Defs
import Mathlib.Topology.GDelta.MetrizableSpace
import Mathlib.Topology.Instances.Matrix
import Mathlib.Topology.MetricSpace.Algebra
import Mathlib.Topology.MetricSpace.Basic
import Mathlib.Topology.MetricSpace.Bounded
import Mathlib.Topology.MetricSpace.Defs
import Mathlib.Topology.MetricSpace.Pseudo.Defs
import Mathlib.Topology.MetricSpace.Sequences
import Mathlib.Topology.Metrizable.Basic
import Mathlib.Topology.Metrizable.Uniformity
import Mathlib.Topology.Neighborhoods
import Mathlib.Topology.Order.Compact
import Mathlib.Topology.Order.OrderClosed
import Mathlib.Topology.Order.Real
import Mathlib.Topology.Separation.Basic
import Mathlib.Topology.Separation.GDelta
import Mathlib.Topology.Separation.Hausdorff
import Mathlib.Topology.Separation.Regular
import Mathlib.Topology.Sequences
import Mathlib.Topology.UniformSpace.Defs
import Mathlib.Topology.UniformSpace.Real
import Mathlib.Topology.UnitInterval
import Definitions.Def_MIPRE_Foundations_Games
import Definitions.Def_MIPRE_Foundations_Distances
import Definitions.Def_MIPRE_Background_LIDT_Game
import Definitions.Def_MIPRE_Foundations_CL_Register
import Definitions.Def_MIPRE_Foundations_CL_Canonical
import Definitions.Def_MIPRE_Background_LIDT_CLGame
import Definitions.Def_MIPRE_Foundations_CL_Basic
import Definitions.Def_MIPRE_Background_LIDT_Presentation
import Definitions.Def_MIPRE_Foundations_Cost_Basic_B
import Definitions.Def_MIPRE_Foundations_Cost_Encoding_B
import Definitions.Def_MIPRE_Foundations_SAT_Circuit
import Definitions.Def_MIPRE_Foundations_SAT_Cnf
import Definitions.Def_MIPRE_Foundations_Cost_PolyTime
import Definitions.Def_MIPRE_Foundations_CL_Closure
import Definitions.Def_MIPRE_Foundations_CL_Closure_B
import Definitions.Def_MIPRE_Foundations_CL_Sampler
import Definitions.Def_MIPRE_Foundations_Verifier
import Definitions.Def_MIPRE_Foundations_SAT_Succinct
import Definitions.Def_MIPRE_Foundations_SAT_Decoupled
import Definitions.Def_MIPRE_Foundations_Cost_Closure
import Definitions.Def_MIPRE_Foundations_Cost_Loops_B
import Definitions.Def_MIPRE_Foundations_Cost_Fold
import Definitions.Def_MIPRE_Foundations_Cost_Unary
import Definitions.Def_MIPRE_Foundations_Cost_Numeric_B
import Definitions.Def_MIPRE_Foundations_LowDegree_Encoding
import Definitions.Def_MIPRE_Foundations_SAT_Pcp
import Definitions.Def_MIPRE_Background_AnswerReduction_PcpPresentation
import Definitions.Def_MIPRE_Foundations_OracularGame
import Definitions.Def_MIPRE_Background_AnswerReduction_Predicate
import Definitions.Def_MIPRE_Foundations_Closeness
import Definitions.Def_MIPRE_Foundations_PerfectStrategy
import Definitions.Def_MIPRE_Foundations_GameTransport
import Definitions.Def_MIPRE_Foundations_GameDouble
import Definitions.Def_MIPRE_Foundations_OracularSound
import Definitions.Def_MIPRE_Foundations_OpBound
import Definitions.Def_MIPRE_Foundations_StateDistance
import Definitions.Def_MIPRE_Foundations_POVMValue
import Definitions.Def_MIPRE_Foundations_CrossConsistency
import Definitions.Def_MIPRE_Foundations_PVM
import Definitions.Def_MIPRE_Foundations_Commutation
import Definitions.Def_MIPRE_Foundations_Dilation
import Definitions.Def_MIPRE_Foundations_LowDegree_SchwartzZippel
import Definitions.Def_MIPRE_Foundations_Sandwich
import Definitions.Def_MIPRE_Foundations_POVMMix
import Definitions.Def_MIPRE_Foundations_GameAdapt
import Definitions.Def_MIPRE_Foundations_RegisterReindex
import Definitions.Def_MIPRE_Foundations_OracularTensor
import Definitions.Def_MIPRE_Foundations_OracularComplete
import Definitions.Def_MIPRE_Foundations_CL_Embedding
import Definitions.Def_MIPRE_Foundations_CL_Graph
import Definitions.Def_MIPRE_Foundations_CL_Detyping
import Definitions.Def_MIPRE_Foundations_CL_DetypingLaw
import Definitions.Def_MIPRE_Foundations_SampledGame
import Definitions.Def_MIPRE_Foundations_CL_DetypingGame
import Definitions.Def_MIPRE_Foundations_GapCompression
import Definitions.Def_MIPRE_Foundations_Cost_Codable_B
import Definitions.Def_MIPRE_Foundations_Halting_Descriptions
import Definitions.Def_MIPRE_Foundations_OracularTyped
import Definitions.Def_MIPRE_Background_AnswerReduction_AnswerFormat
import Definitions.Def_MIPRE_Foundations_CL_Product
import Definitions.Def_MIPRE_Foundations_CL_Downsize
import Definitions.Def_MIPRE_Foundations_CL_TypedSampler
import Definitions.Def_MIPRE_Foundations_CL_ProductSampler
import Definitions.Def_MIPRE_Background_LIDT_PresentationQueries
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryRepresentation
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryPolynomial
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryConstants
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryPower
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotient
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryNormalize
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryDivision
import Definitions.Def_MIPRE_Foundations_Cost_Binary
import Definitions.Def_MIPRE_Foundations_SAT_Formula
import Definitions.Def_MIPRE_Foundations_SAT_FmlLib
import Definitions.Def_MIPRE_Foundations_SAT_Flatten
import Definitions.Def_MIPRE_Foundations_Cost_Reader
import Definitions.Def_MIPRE_Foundations_SAT_FmlProg
import Definitions.Def_MIPRE_Foundations_SAT_ArrayProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryLinear
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryElimination
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryBasisProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryEchelon
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryBasis
import Definitions.Def_MIPRE_Foundations_LowDegree_BinarySolve
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryMatrixSolve
import Definitions.Def_MIPRE_Foundations_Cost_Iterates
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryCirculantProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryKernel
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryGroupAlgebra
import Definitions.Def_MIPRE_Foundations_LowDegree_FiniteReducedComponents
import Definitions.Def_MIPRE_Foundations_LowDegree_IdempotentSplit
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryComponents
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryComponentsProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientFrobenius
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientComponents
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientFactors
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryGCD
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryFactorization
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryCyclotomicSeed
import Definitions.Def_MIPRE_Foundations_LowDegree_BinarySubstitution
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryNonresidueLoop
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryNonresidueCorrectness
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientOrbit
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryTraceBits
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryOrbitPolynomial
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryOrbitDescent
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientPolynomial
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryQuotientTranslation
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryCoprimeDegree
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryComposedSumPolynomial
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryComposedSumProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryOddPrimeProgram
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryPrimePowerTrace
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryArtinSchreier
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryArtinSchreierProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryArtinSchreierTower
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryArtinSchreierLoop
import Definitions.Def_MIPRE_Foundations_LowDegree_UnaryDegreeArithmetic
import Definitions.Def_MIPRE_Foundations_LowDegree_UnaryPrimality
import Definitions.Def_MIPRE_Foundations_LowDegree_UnaryPrimePower
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryDegreeFactors
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryDegreeDecomposition
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryPrimePowerDispatch
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryIrreducibleAssembly
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryIrreducibleConstructor
import Definitions.Def_MIPRE_Foundations_LowDegree_Shoup
import Definitions.Def_MIPRE_Foundations_LowDegree_ShoupCoefficients
import Definitions.Def_MIPRE_Foundations_SAT_QuotientField
import Definitions.Def_MIPRE_Foundations_SAT_FieldTrace
import Definitions.Def_MIPRE_Foundations_SAT_FieldCoordinates
import Definitions.Def_MIPRE_Background_AnswerReduction_Layout
import Definitions.Def_MIPRE_Background_AnswerReduction_Family
import Definitions.Def_MIPRE_Background_AnswerReduction_TypedGame
import Definitions.Def_MIPRE_Background_AnswerReduction_Stages
import Definitions.Def_MIPRE_Background_AnswerReduction_StageLists
import Definitions.Def_MIPRE_Foundations_Cost_BinaryArithmetic
import Definitions.Def_MIPRE_Foundations_Introspection_SeedSelectorProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryFold
import Definitions.Def_MIPRE_Foundations_SAT_NormalElementProg
import Definitions.Def_MIPRE_Foundations_LowDegree_BinaryInverse
import Definitions.Def_MIPRE_Foundations_Introspection_LineRepresentativeProg
import Definitions.Def_MIPRE_Foundations_Cost_BinaryCompare
import Definitions.Def_MIPRE_Foundations_Introspection_SeededLineProg
import Definitions.Def_MIPRE_Foundations_Cost_TreeBits
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgFinite
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgParse
import Definitions.Def_MIPRE_Foundations_Introspection_BinaryBlockProg
import Definitions.Def_MIPRE_Background_AnswerReduction_StageProg
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Geometry
import Definitions.Def_MIPRE_Background_AnswerReduction_StageCorrect
import Definitions.Def_MIPRE_Foundations_CL_DetypingQueries
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgBits
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgCall
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgRoute
import Definitions.Def_MIPRE_Foundations_Cost_Machine_B
import Definitions.Def_MIPRE_Foundations_Cost_MachineData_B
import Definitions.Def_MIPRE_Foundations_Cost_Interpreter_B
import Definitions.Def_MIPRE_Foundations_Cost_MachineBound_B
import Definitions.Def_MIPRE_Foundations_Cost_Toolkit_B
import Definitions.Def_MIPRE_Foundations_Cost_Universal_B
import Definitions.Def_MIPRE_Foundations_CL_ProductSamplerProg
import Definitions.Def_MIPRE_Foundations_Cost_FiniteEncoding
import Definitions.Def_MIPRE_Background_AnswerReduction_PcpSampler
import Definitions.Def_MIPRE_Foundations_Introspection_FieldPolynomialProg
import Definitions.Def_MIPRE_Foundations_Introspection_FieldLineCheckProg
import Definitions.Def_MIPRE_Foundations_Introspection_PauliStageProg
import Definitions.Def_MIPRE_Foundations_Introspection_FieldQuestionProg
import Definitions.Def_MIPRE_Background_AnswerReduction_DecideSpec
import Definitions.Def_MIPRE_Foundations_Cost_SizeProgram
import Definitions.Def_MIPRE_Foundations_SAT_PcpFormat
import Definitions.Def_MIPRE_Foundations_Halting_Lists_B
import Definitions.Def_MIPRE_Foundations_Cost_Growth
import Definitions.Def_MIPRE_Foundations_Halting_Arith
import Definitions.Def_MIPRE_Foundations_Repeat_Prims
import Definitions.Def_MIPRE_Foundations_Repeat_MapLoop
import Definitions.Def_MIPRE_Foundations_Repeat_Sampler
import Definitions.Def_MIPRE_Foundations_CL_Repeat
import Definitions.Def_MIPRE_Foundations_Repeat_Bits
import Definitions.Def_MIPRE_Foundations_VerifierValue
import Definitions.Def_MIPRE_Foundations_Pipeline_Budget
import Definitions.Def_MIPRE_Foundations_Pipeline_Repetition
import Definitions.Def_MIPRE_Foundations_Repeat_RepSampler
import Definitions.Def_MIPRE_Foundations_Repeat_Dom
import Definitions.Def_MIPRE_Foundations_Repeat_SamplerCost
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgQueries
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgSampler
import Definitions.Def_MIPRE_Foundations_CL_DetypingProgCost
import Definitions.Def_MIPRE_Foundations_OracularSampler
import Definitions.Def_MIPRE_Foundations_CL_DetypingDeciderRoute
import Definitions.Def_MIPRE_Foundations_CL_DetypingDeciderProg
import Definitions.Def_MIPRE_Foundations_CL_DetypingDecider
import Definitions.Def_MIPRE_Foundations_CL_DetypingDeciderGame
import Definitions.Def_MIPRE_Foundations_Halting_Serial
import Definitions.Def_MIPRE_Foundations_Cost_Kleene_B
import Definitions.Def_MIPRE_Foundations_OracularDecider
import Definitions.Def_MIPRE_Background_AnswerReduction_DecideProg
import Definitions.Def_MIPRE_Foundations_Cost_While
import Definitions.Def_MIPRE_Foundations_Pipeline_UnaryArith
import Definitions.Def_MIPRE_Foundations_Pipeline_AnswerReduction
import Definitions.Def_MIPRE_Background_AnswerReduction_Params
import Definitions.Def_MIPRE_Background_AnswerReduction_ArSampler
import Definitions.Def_MIPRE_Background_AnswerReduction_ArDecider
import Definitions.Def_MIPRE_Foundations_Pipeline_PowDom
import Definitions.Def_MIPRE_Foundations_Pipeline_PowDomRun
import Definitions.Def_MIPRE_Background_AnswerReduction_ParamsCost
import Definitions.Def_MIPRE_Foundations_CL_ProductSamplerCost
import Definitions.Def_MIPRE_Foundations_CL_ProgBuild
import Definitions.Def_MIPRE_Background_AnswerReduction_Construction
import Definitions.Def_MIPRE_Foundations_LowDegree_LineRestrict
import Definitions.Def_MIPRE_Background_LIDT_CLHonest
import Definitions.Def_MIPRE_Background_AnswerReduction_Honest
import Definitions.Def_MIPRE_Foundations_SyncPushQ
import Definitions.Def_MIPRE_Background_AnswerReduction_TypedComplete
import Definitions.Def_MIPRE_Foundations_CL_DetypingCompleteSupport
import Definitions.Def_MIPRE_Foundations_CL_DetypingComplete
import Definitions.Def_MIPRE_Foundations_CL_DetypingDeciderTransport
import Definitions.Def_MIPRE_Background_AnswerReduction_Complete
import Definitions.Def_MIPRE_Background_LIDT_PresentationEmbed
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundCopy
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundIsolate
import Definitions.Def_MIPRE_Background_LIDT_Coefficients
import Definitions.Def_MIPRE_Background_LIDT_Extraction
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Seeds
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Reparam
import Definitions.Def_MIPRE_Background_LIDT_Padding
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Parameters
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Strategy
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Weights
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_ParametersBase
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_AxisParallelLine
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_DiagonalLine
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Field
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_LinePolynomials
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_LowDegreePolynomial
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Polynomial
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteMatrix_Basic
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteMatrix_Order
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteMatrix_TracePairing
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteMatrix_BlockDiagonal
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteMatrix_NormalizedTrace
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_Distribution
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_QuantumState
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_SubMeasurementCore
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_OperatorExpectations
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_SubMeasurementFamilies
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_ParametersFiniteAnswers
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_PMFAverages
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_OpFamily
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyCore
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Measurement
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Strategy
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyRole_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyBiProj_DirectSum
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyBiProj_Measurements
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Value
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_MainTheorem_ScalarBounds_Definitions
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_MainTheorem_ScalarBounds_EnvelopeBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_Measurement
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_Statements
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_MeasurementLift
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_ComparisonCore
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_DistanceBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_ConsistencyBridges
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_SwitchSandwichPrep_InnerProduct
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_SwitchSandwichMain_Completeness
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_BipartiteSelfConsistency_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_CauchySchwarz
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_Projectivization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayer_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_CompletionTransfer
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_ProjectorONB
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayer_RankReduction_Sigma
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayer_RankReduction_LowRank
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayer_QCompleteness
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayerIdentities_PositiveGram_Rows
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayerIdentities_PositiveGram_Completion
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayerIdentities_LayerAlgebra
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_QXPLayerIdentities_ProjectorApprox
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_Completion
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_Triangles_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_ProjectivizationChain_Basic
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_MainTheorem_SourceScalars
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Basic_LinePolynomialEmbedding
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyPolynomialFamilies
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Statements
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyRole_Algebra
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyFailures
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_Defs_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Defs_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_CommutativityPoints_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Defs_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Defs_Stability
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Defs_Normalization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Scaffold_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Scaffold_Products
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_CommutativityPoints_Approximation
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_EvaluatedSliceBounds_PhaseOneThree
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_EvaluatedSliceCommutation_Averages
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_EvaluationSpecialization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_Pullback
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_Polynomials
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_PolynomialAgreement
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Averages
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Machinery_Marginalization_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Machinery_Marginalization_Y
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Machinery_Normalization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Bridges_Closeness
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_Bridges_QSDD
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Transport_FullSlice_ZeroBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Main_Auxiliary_HEvalTransport
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_Main_Auxiliary_ScalarMarginalization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_CommutativityPoints_SharedHelpers_SharedLine
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_CommutativityPoints_BridgeTheorems_DropBridges
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_GCommStability_Scalar_RawSecond
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_ScalarApproximation_PaperChainPhaseFive
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_GCommStability_Scalar_First
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_ScalarApproximation_ProcessedG_PhaseTwo
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Commutativity_ScalarApproximation_ProcessedG_MainChain
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Defs_Tuples
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Defs_Interpolation
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Defs_Families
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Sandwich_Switcheroo
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Sandwich_GHatSandwich
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Sandwich_PastedFamilies
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Statements
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_SwitcherooSetup_Centers
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_SwitcherooSetup_Terms
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_SwitcherooContraction_Split
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_SwitcherooContraction_ScalarTerms
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_SwitcherooCompletion
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_CommutingWithG_Complete
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_GHatFacts
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_Setup_Definitions
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_Setup_StepLemmas_Split
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_MoveChain_Base
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_MoveChain_Lifting
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_MoveChain_Chain
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_MoveChain_FlatChain
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_CommuteGHalfSandwich_MoveChain_BackChain
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_TruncatedSums
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_Weights
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_Scalar
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_Core_BernoulliTail
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_Core_FactBundles
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_MoveLemmas_Basic
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_AdjacentStages_StageA0M1
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_AdjacentStages_Chain_HalfSandwich
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_AdjacentStages_Chain_FinalMove
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_FromHToG_PaperBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_MatrixChernoff
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LdSandwichLineOnePoint_EndpointEquivs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Core_LdGbcon
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LdSandwichLineOnePoint_Endpoint
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LdSandwichLineOnePoint_PrefixMoved
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LdSandwichLineOnePoint_CSSetup
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LineInterpolation_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LineInterpolation_BadLine
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_LineInterpolation_BadMass
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_HBConsistency
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_HAConsistency
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_DegreeZero
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_OverAllOutcomes_ErrorAndMass
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_OverAllOutcomes_NonglobalDecomposition
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_ComparisonLemmas_OverAllOutcomes_Final
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Pasting_Bernoulli_Final
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Defs_Operators
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Defs_Families
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Defs
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Statements
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_SpectralTruncation_ProjectiveNonMeasurement
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_SpectralTruncation_Conversion
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_LocalityPreservingRepair
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_Orthonormalization_RestrictSome
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MakingMeasurementsProjective_Orthonormalization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_SelfConsistency_DataProcessing
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Thresholds_Final
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperCompleteness_InputSdp
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperCompleteness_FiberBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperCompleteness_Linearized
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_Defs_Fourier
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_MatrixRealization_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_MatrixRealization_TraceForms
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Base
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_CanonicalPrimal
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Canonical
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Canonical_Witness
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Canonical_Saturated
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_Quantum_FiniteConicDuality
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Canonical_StrongDuality_Basic
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_MatrixRealization_Canonical_StrongDuality_Separation
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_SdpMatrixBridge
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_Theorems_Foundations
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_Theorems_Matrix
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_ExpansionHypercubeGraph_Theorems_Results
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_Averaging
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_Statements
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_AlgebraicIdentity
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_CollisionExpansion
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_SelfConsistencyTransport_PointLine
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_TransportChain_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_SelfConsistencyTransportSum
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_GlobalVariance_Theorems_PolynomialSumBounds
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperCompleteness_Bracketed
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUDiagonalAndDefs_Selection
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUDiagonalAndDefs_Residual
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUDiagonalAndDefs_ScalarChain
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep12_Algebra
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep12_Raw
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep12_Selected
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep34AndTransfer_Factored
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep34AndTransfer_Selected
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUStep34AndTransfer_Variance
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperSSC_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_HelperSSC_PostDeleteA
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_AddInUPointConsistency
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_Results_SelfImprovementTop_Completeness
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_SelfImprovement_Theorems_AddInUFullStatement
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_SelfImprovementAssembly_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_InductionParameterBounds_MainError
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_SelfImprovementAssembly_AnswerSlice
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_RestrictedProbabilities_Base
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_RestrictedProbabilities_Axis
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_RestrictedProbabilities_Diagonal
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_RestrictedProbabilities_AnswerValued
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_StageDataConstructors
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_AvgSliceErrors_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_CommutativityPoints_AnswerTheorems
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_InductionParameterBounds_SelfImprovement
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_MainInductionStep_Theorems_PastingAssembly_Successor
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_SchwartzZippelStep
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Preliminaries_ComparisonProjective
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyBiProjRoleAverage_Core
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_StrategyBiProjUnsymmetrization
import Definitions.Def_MIPRE_Background_LIDT_MIPStarRE_LDT_Test_MainTheorem_SourceRoleRegister_Completion
import Definitions.Def_MIPRE_Background_LIDT_Bridge_Main
import Definitions.Def_MIPRE_Background_LIDT_Adapter_Reduction
import Definitions.Def_MIPRE_Background_LIDT_Simultaneous
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundExtract
import Definitions.Def_MIPRE_Foundations_Disagreement
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundRelations
import Definitions.Def_MIPRE_Background_LIDT_BlockPoly
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundPoly
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundGameCheck
import Definitions.Def_MIPRE_Foundations_StrategyDilation
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundDecoded
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundPcp
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundSetup
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundError
import Definitions.Def_MIPRE_Background_AnswerReduction_SoundFinal

open MIPRE
open MIPRE.AnswerReduction
open Finset MIPRE.CL MIPRE.LIDT MIPRE.SAT MIPRE.AnswerReduction.Pcp MIPRE.Cost
variable (PD : PcpDecider) (R : Polynomial ℕ)

theorem MIPRE.AnswerReduction.z_le (hR : ParamsBound PD R) {lam mu sigma n : ℕ} (hlam : 1 ≤ lam) (hmu : 1 ≤ mu)
    (hs : 1 ≤ sigma) (hn : 1 ≤ n) :
    8 * ((arQ lam mu n + 1) * (arPar PD lam mu sigma n).m')
      ≤ zC R * (arQ lam mu n * sigma) ^ zE R := by sorry