Download lean/OAI/Combinatorics/MatchingCount/Machines/PhysicalProcess.lean from roseking/openAI-math-dataset: direct link, hf CLI and curl.
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hf download hf://datasets/roseking/openAI-math-dataset/lean/OAI/Combinatorics/MatchingCount/Machines/PhysicalProcess.lean
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2.42 kB
| import Mathlib | |
| import OAI.Combinatorics.MatchingCount.Machines.PhysicalPost | |
| namespace OAI | |
| namespace MatchingFPRAS.PhysicalPost | |
| open Turing PhysicalStream | |
| variable {Γ Q α β : Type} [Inhabited Γ] | |
| inductive Implements (M : Table Γ Q) (out : α → Cfg Γ Q) : | |
| Cfg Γ Q → Experiment α → Prop | |
| | done (a) : Implements M out (out a) (.done a) | |
| | read (c) (f : Bool → Experiment α) | |
| (h : ∀ b,Implements M out (tick M c b) (f b)) : Implements M out c (.read f) | |
| | delay (c d) (n : ℕ) (p : Experiment α) | |
| (step : ∀ b : Stream,execute M n c b=d) | |
| (rest : Implements M out d p) : Implements M out c (.delay n p) | |
| namespace Implements | |
| variable {M : Table Γ Q} {out : α → Cfg Γ Q} {c : Cfg Γ Q} {p : Experiment α} | |
| lemma execution (h : Implements M out c p) (b : Stream) : | |
| execute M (p.run b).2 c b=out (p.run b).1 := by | |
| induction h generalizing b with | |
| | done a => rfl | |
| | read c f h ih => | |
| simp only [Experiment.run,execute_add] | |
| exact ih (b 0) (shift 1 b) | |
| | delay c d n p hs hr ih => | |
| simp only [Experiment.run,execute_add,hs] | |
| exact ih (shift n b) | |
| lemma bind (h : Implements M out c p) (q : α → Experiment β) | |
| (out' : β → Cfg Γ Q) (hq : ∀ a,Implements M out' (out a) (q a)) : | |
| Implements M out' c (p.bind q) := by | |
| induction h with | |
| | done a => exact hq a | |
| | read c f h ih => exact .read c _ ih | |
| | delay c d n p hs hr ih => exact .delay c d n _ hs ih | |
| lemma padded_execution (h : Implements M out c p) (halt : ∀ a,(out a).state=none) | |
| (n : ℕ) (hn : p.cost ≤ n) (b : Stream) : | |
| execute M n c b=out (p.run b).1 := by | |
| have hb : (p.run b).2 ≤ n:=(Experiment.run_cost p b).trans hn | |
| obtain ⟨k,hk⟩:=Nat.exists_eq_add_of_le hb | |
| rw [hk,execute_add,h.execution b] | |
| have he : out (p.run b).1=⟨none,(out (p.run b).1).tape⟩ := by | |
| cases e:out (p.run b).1 with | |
| | mk state tape => | |
| have hstate := halt (p.run b).1 | |
| rw [e] at hstate | |
| change state = none at hstate | |
| subst state | |
| rfl | |
| rw [he,execute_halted] | |
| theorem fair_law (h : Implements M out c p) (halt : ∀ a,(out a).state=none) | |
| (n : ℕ) (hn : p.cost ≤ n) (f : Cfg Γ Q → ℚ) : | |
| average (fun b : Bits n=>f (execute M n c (extend b)))=p.mean (fun a=>f (out a)) := by | |
| simp_rw [h.padded_execution halt n hn] | |
| exact Experiment.average_run p (fun a=>f (out a)) n hn | |
| end Implements | |
| end MatchingFPRAS.PhysicalPost | |
| end OAI | |