Download lean/OAI/Probability/CriticalPercolation/Gluing/CollarErrorBudget.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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curl -L -o CollarErrorBudget.lean https://huggingface.co/datasets/roseking/openAI-math-dataset/resolve/main/lean/OAI/Probability/CriticalPercolation/Gluing/CollarErrorBudget.lean
1.59 kB
| import Mathlib | |
| namespace OAI | |
| section | |
| section | |
| noncomputable section | |
| open scoped BigOperators | |
| namespace CriticalPercolation | |
| lemma collar_error_budget (κ η shells closed : ℝ) (hκ : 0<κ) (hκ1 : κ≤1) | |
| (hη : η ≤ κ*(κ/4)/(4*(Real.log (4/κ)+1))) | |
| (hclosed : 0<closed) (hshells : 4/(κ*closed)<shells) : | |
| 1/(shells*closed)+Real.exp (-Real.log (4/κ))+ | |
| (Real.log (4/κ)+1)*η/(κ/4)+κ/4 ≤ κ := by | |
| have hratio : 1 ≤ 4/κ := (le_div_iff₀ hκ).mpr (by linarith) | |
| have hK : 0 ≤ Real.log (4/κ) := Real.log_nonneg hratio | |
| have hK1 : 0<Real.log (4/κ)+1 := by linarith | |
| have hlam : 0<κ/4 := by linarith | |
| have hden : 0<κ*closed := mul_pos hκ hclosed | |
| have hs : 0<shells := (div_pos (by norm_num) hden).trans hshells | |
| have hfirst : 1/(shells*closed) ≤ κ/4 := by | |
| apply (div_le_iff₀ (mul_pos hs hclosed)).mpr | |
| have hh := (div_lt_iff₀ hden).mp hshells | |
| nlinarith | |
| have hexp : Real.exp (-Real.log (4/κ))=κ/4 := by | |
| rw [Real.exp_neg,Real.exp_log (div_pos (by norm_num) hκ)] | |
| simp | |
| have hthird : (Real.log (4/κ)+1)*η/(κ/4) ≤ κ/4 := by | |
| apply (div_le_iff₀ hlam).mpr | |
| have hh := (le_div_iff₀ (mul_pos (by norm_num : (0:ℝ)<4) hK1)).mp hη | |
| nlinarith | |
| rw [hexp] | |
| linarith | |
| lemma positive_trial_power (p : ℝ) (hp : 0<p) (m VM : ℕ) : | |
| 0<(p/2)^(m+1+VM) := pow_pos (by linarith) _ | |
| lemma trial_ceiling_budget (K s : ℝ) (hs : 0<s) : | |
| K ≤ (⌈K/s⌉₊ : ℝ)*s := by | |
| have hh : K/s ≤ (⌈K/s⌉₊ : ℝ) := Nat.le_ceil _ | |
| exact (div_le_iff₀ hs).mp hh | |
| end CriticalPercolation | |
| end | |
| end | |
| end | |
| end OAI | |