Download lean/OAI/Combinatorics/EditApproximation/Numerics/ScalarAllocation.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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| import OAI.Combinatorics.EditApproximation.Binary.FractionAllocation | |
| import OAI.Combinatorics.EditApproximation.Binary.BinaryFixedDenominator | |
| import OAI.Combinatorics.EditApproximation.Binary.BinaryCeilingWork | |
| import OAI.Combinatorics.EditApproximation.Coarse.CoarseDenominatorArithmetic | |
| import OAI.Combinatorics.EditApproximation.Probability.FiniteEnumerationWork | |
| import OAI.Combinatorics.EditApproximation.Definitions | |
| namespace OAI | |
| namespace EditApproximation | |
| theorem bitPowerAllocation_le_work (base : List Bool) (n : ℕ) : | |
| bitPowerAllocation base n ≤ (bitPowerWithWork base n).2 := by | |
| induction n with | |
| | zero => rfl | |
| | succ n ih => | |
| have hm := bitMulAllocation_le_work (bitPowerWithWork base n).1 base | |
| have ht := trimBitWordAllocation_le_work | |
| (bitMulWithWork (bitPowerWithWork base n).1 base).1 | |
| simp only [bitPowerAllocation, bitPowerWithWork] | |
| omega | |
| def coarseDenominatorAllocation (allowanceDen q L branching : List Bool) (D : ℕ) : ℕ := | |
| let first := bitMulWithWork L branching | |
| let base := bitMulWithWork first.1 q | |
| let trimmed := trimBitWordWithWork base.1 | |
| let power := bitPowerWithWork trimmed.1 D | |
| let initial := bitMulWithWork allowanceDen q | |
| let product := bitMulWithWork initial.1 power.1 | |
| bitMulAllocation L branching + bitMulAllocation first.1 q + trimBitWordAllocation base.1 + | |
| bitPowerAllocation trimmed.1 D + bitMulAllocation allowanceDen q + | |
| bitMulAllocation initial.1 power.1 + trimBitWordAllocation product.1 | |
| theorem coarseDenominatorAllocation_le_work (allowanceDen q L branching : List Bool) (D : ℕ) : | |
| coarseDenominatorAllocation allowanceDen q L branching D ≤ | |
| (coarseDenominatorWithWork allowanceDen q L branching D).2 := by | |
| have h1 := bitMulAllocation_le_work L branching | |
| have h2 := bitMulAllocation_le_work (bitMulWithWork L branching).1 q | |
| have h3 := trimBitWordAllocation_le_work (bitMulWithWork (bitMulWithWork L branching).1 q).1 | |
| have h4 := bitPowerAllocation_le_work | |
| (trimBitWordWithWork (bitMulWithWork (bitMulWithWork L branching).1 q).1).1 D | |
| have h5 := bitMulAllocation_le_work allowanceDen q | |
| have h6 := bitMulAllocation_le_work (bitMulWithWork allowanceDen q).1 | |
| (bitPowerWithWork (trimBitWordWithWork (bitMulWithWork (bitMulWithWork L branching).1 q).1).1 D).1 | |
| have h7 := trimBitWordAllocation_le_work | |
| (bitMulWithWork (bitMulWithWork allowanceDen q).1 | |
| (bitPowerWithWork (trimBitWordWithWork (bitMulWithWork (bitMulWithWork L branching).1 q).1).1 D).1).1 | |
| unfold coarseDenominatorAllocation coarseDenominatorWithWork | |
| dsimp only | |
| omega | |
| theorem bitCeilDivAllocation_le_work (divisor bits : List Bool) : | |
| bitCeilDivAllocation divisor bits ≤ (bitCeilDivWithWork divisor bits).2 := by | |
| have hd := bitDivModAllocation_le_work divisor bits | |
| have ha := bitAddAllocation_le_work (bitDivModWithWork divisor bits).1 [true] false | |
| unfold bitCeilDivAllocation bitCeilDivWithWork | |
| dsimp only | |
| split_ifs <;> dsimp only <;> omega | |
| /-- Map allocation includes one result spine cell for every callback. -/ | |
| theorem arithmeticMapAllocation_le_work {α β : Type*} (f : α → β × ℕ) | |
| (allocation : α → ℕ) (values : List α) | |
| (h : ∀ a ∈ values, allocation a ≤ (f a).2) : | |
| arithmeticMapAllocation allocation values ≤ (arithmeticMapWithWork f values).2 := by | |
| induction values with | |
| | nil => rfl | |
| | cons a rest ih => | |
| have hh := h a List.mem_cons_self | |
| have ht := ih (fun b hb => h b (List.mem_cons_of_mem _ hb)) | |
| simp only [arithmeticMapAllocation, arithmeticMapWithWork] | |
| omega | |
| namespace BinaryFraction | |
| theorem invAllocation_le_work (a : BinaryFraction) : | |
| invAllocation a ≤ a.invWithWork.2 := by | |
| unfold invAllocation invWithWork | |
| dsimp only | |
| split_ifs <;> dsimp only | |
| · exact Nat.succ_le_succ (Nat.zero_le _) | |
| · exact Nat.zero_le _ | |
| theorem divAllocation_le_work (a b : BinaryFraction) : | |
| divAllocation a b ≤ (divWithWork a b).2 := by | |
| have hi := invAllocation_le_work b | |
| have hm := canonicalMulAllocation_le_work a b.invWithWork.1 | |
| unfold divAllocation divWithWork | |
| dsimp only | |
| omega | |
| theorem fixedDenominatorAllocation_le_work (a : BinaryFraction) (denominator : List Bool) | |
| (hden : 0 < bitWordValue denominator) : | |
| fixedDenominatorAllocation a denominator hden ≤ (fixedDenominatorWithWork a denominator hden).2 := by | |
| have hm := bitMulAllocation_le_work a.numerator.bits denominator | |
| have hd := bitDivModAllocation_le_work a.denominator | |
| (bitMulWithWork a.numerator.bits denominator).1 | |
| have hc := canonicalizeAllocation_le_work | |
| (⟨⟨a.numerator.negative, | |
| (bitDivModWithWork a.denominator (bitMulWithWork a.numerator.bits denominator).1).1⟩, | |
| denominator, hden⟩ : BinaryFraction) | |
| unfold fixedDenominatorAllocation fixedDenominatorWithWork | |
| dsimp only | |
| omega | |
| theorem naturalCeilingAllocation_le_work (a : BinaryFraction) : | |
| naturalCeilingAllocation a ≤ a.naturalCeilingWithWork.2 := by | |
| have h := bitCeilDivAllocation_le_work a.denominator a.numerator.bits | |
| unfold naturalCeilingAllocation naturalCeilingWithWork | |
| split_ifs <;> dsimp only <;> omega | |
| end BinaryFraction | |
| end EditApproximation | |
| end OAI | |