Download lean/OAI/NumberTheory/Ostmann/Arithmetic/ArithmeticPrimeNormRate.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/NumberTheory/Ostmann/Arithmetic/ArithmeticPrimeNormRate.lean
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curl -L -o ArithmeticPrimeNormRate.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/NumberTheory/Ostmann/Arithmetic/ArithmeticPrimeNormRate.lean
3.86 kB
| import OAI.NumberTheory.Ostmann.Arithmetic.ArithmeticNormRate | |
| import OAI.NumberTheory.Ostmann.Characters.FourierWindowDecay | |
| import OAI.NumberTheory.Ostmann.Construction.SpectatorBulkScale | |
| namespace OAI | |
| /-! # The frequency budget after return to the original prime law -/ | |
| namespace Ostmann | |
| open Filter | |
| open scoped SchwartzMap | |
| theorem arithmetic_prime_page_spectator_cost (n m : ℕ) : | |
| ((2 : ℝ) ^ (2 ^ n * m) * 2 * 3 ^ (2 ^ n * m)) * 2 ^ (2 ^ n * m) = | |
| 2 * Real.exp (Real.log 12 * (2 ^ n : ℕ) * m) := by | |
| have hbase : (2 : ℝ) * 3 * 2 = 12 := by norm_num | |
| calc | |
| _ = 2 * (((2 : ℝ) * 3 * 2) ^ (2 ^ n * m)) := by | |
| simp only [mul_pow] | |
| ring | |
| _ = _ := by | |
| rw [hbase] | |
| congr 1 | |
| rw [show Real.log 12 * (2 ^ n : ℕ) * m = | |
| ((2 ^ n * m : ℕ) : ℝ) * Real.log 12 by push_cast; ring, | |
| Real.exp_nat_mul, Real.exp_log (by norm_num : (0 : ℝ) < 12)] | |
| /-- The prime-cell mixture adds one factor two per bulk coordinate. This | |
| changes the constant in the exponential from log six to log twelve. -/ | |
| theorem arithmetic_prime_norm_budget_rate (n : ℕ) (A C ε : ℝ) | |
| (hA : 0 ≤ A) (hC : 0 ≤ C) (hε : 0 < ε) : | |
| ∀ᶠ m : ℝ in atTop, ∃ D : ℝ, 0 ≤ D ∧ | |
| (∀ q : ℕ, q ≠ 0 → (q : ℝ) ≤ Real.exp (2 * C * m) → (q.divisors.card : ℝ) ≤ D) ∧ | |
| ∀ N V : ℕ, ∀ Δ : ℝ, (N : ℝ) ≤ Real.exp (C * m) → | |
| (V : ℝ) ≤ Real.exp (Δ + Real.sqrt (4 * m)) → | |
| (A * Real.exp (-(2 ^ n : ℕ) * Δ)) * | |
| ((2 * Real.exp (Real.log 12 * (2 ^ n : ℕ) * m)) * | |
| ((8 * D ^ 4 * (1 + Real.log N) ^ 3) ^ (2 ^ n - 1) * | |
| (2 * (V : ℝ)) ^ (2 * 2 ^ n))) ≤ | |
| Real.exp ((2 ^ n : ℕ) * Δ + Real.log 12 * (2 ^ n : ℕ) * m + ε * m) := by | |
| have hlog : Real.log 12 = Real.log 2 + Real.log 6 := by | |
| rw [← Real.log_mul (by norm_num : (2 : ℝ) ≠ 0) (by norm_num : (6 : ℝ) ≠ 0)] | |
| norm_num | |
| filter_upwards [arithmetic_norm_budget_rate n A C ε hA hC hε] with m hm | |
| obtain ⟨D, hD, hdiv, hcost⟩ := hm | |
| refine ⟨D, hD, hdiv, ?_⟩ | |
| intro N V Δ hN hV | |
| have h := mul_le_mul_of_nonneg_left (hcost N V Δ hN hV) | |
| (Real.exp_pos (Real.log 2 * (2 ^ n : ℕ) * m)).le | |
| convert h using 1 <;> rw [hlog] <;> | |
| simp only [add_mul, Real.exp_add] <;> ring | |
| /-- Specialization to the actual even bulk size, with the literal window and | |
| Page/spectator constants of the prime norm estimate. -/ | |
| theorem arithmetic_prime_fourier_budget_rate (ψ : 𝓢(ℝ, ℂ)) (n k : ℕ) (hk : 0 < k) | |
| (B C ε : ℝ) (hC : 0 ≤ C) (hε : 0 < ε) : | |
| ∀ᶠ L : ℝ in atTop, let m := spectatorBulkCount k L | |
| ∃ D : ℝ, 0 ≤ D ∧ | |
| (∀ q : ℕ, q ≠ 0 → (q : ℝ) ≤ Real.exp (2 * C * m) → (q.divisors.card : ℝ) ≤ D) ∧ | |
| ∀ N V : ℕ, ∀ Δ : ℝ, (N : ℝ) ≤ Real.exp (C * m) → | |
| (V : ℝ) ≤ Real.exp (Δ + Real.sqrt (4 * m)) → | |
| (((SchwartzMap.seminorm ℝ 0 0 ψ / Real.sqrt (Real.exp Δ)) ^ (2 ^ n) * | |
| B ^ (2 ^ n - 1)) ^ 2 * | |
| (((2 : ℝ) ^ (2 ^ n * m) * 2 * 3 ^ (2 ^ n * m)) * | |
| ((8 * D ^ 4 * (1 + Real.log N) ^ 3) ^ (2 ^ n - 1) * | |
| (2 * (V : ℝ)) ^ (2 * 2 ^ n)))) * 2 ^ (2 ^ n * m) ≤ | |
| Real.exp ((2 ^ n : ℕ) * Δ + Real.log 12 * (2 ^ n : ℕ) * m + ε * m) := by | |
| let A : ℝ := ((SchwartzMap.seminorm ℝ 0 0 ψ) ^ (2 ^ n) * B ^ (2 ^ n - 1)) ^ 2 | |
| have hrate := (spectatorBulkCount_tendsto k hk).eventually | |
| (arithmetic_prime_norm_budget_rate n A C ε (sq_nonneg _) hC hε) | |
| filter_upwards [hrate] with L hrate | |
| obtain ⟨D, hD, hdiv, hcost⟩ := hrate | |
| refine ⟨D, hD, hdiv, ?_⟩ | |
| intro N V Δ hN hV | |
| have h := hcost N V Δ hN hV | |
| rw [← arithmetic_prime_page_spectator_cost n (spectatorBulkCount k L)] at h | |
| rw [fourier_window_pair_exp] | |
| exact le_trans (le_of_eq (by dsimp only [A]; ring)) h | |
| end Ostmann | |
| end OAI | |