import OAI.LinearAlgebra.MatrixMultiplication.Numerical.ComplexRationalLogCertificate import OAI.LinearAlgebra.MatrixMultiplication.Numerical.ComplexLogThreeCertificate namespace OAI /-! Exact rational intervals, logarithm bounds and arithmetic circuit soundness. -/ namespace MatrixMultiplication.ComplexCertificates open MatrixMultiplication.Foundation.RationalLogCertificate theorem log_bounds_of_reduction {x : ℚ} (d : ReducedArgument x) (lo hi : ℚ) (hl : lo < reducedApprox d - (1 + |(d.exponent : ℚ)|) / 2 ^ 120) (hu : reducedApprox d + (1 + |(d.exponent : ℚ)|) / 2 ^ 120 < hi) : (lo : ℝ) < Real.log (x : ℝ) ∧ Real.log (x : ℝ) < (hi : ℝ) := by have herror := abs_le.mp (reduced_log_error d) have hl' : (lo : ℝ) < (reducedApprox d : ℝ) - (1 + |(d.exponent : ℝ)|) / 2 ^ 120 := by exact_mod_cast hl have hu' : (reducedApprox d : ℝ) + (1 + |(d.exponent : ℝ)|) / 2 ^ 120 < (hi : ℝ) := by exact_mod_cast hu constructor <;> linarith def reduceTwo : ReducedArgument (2 : ℚ) where exponent := 0 mantissa := 2 lower := by norm_num upper := by norm_num value := by norm_num theorem log_two_bounds : (34657 : ℝ) / 50000 < Real.log 2 ∧ Real.log 2 < (17329 : ℝ) / 25000 := by have h := log_bounds_of_reduction reduceTwo (34657 / 50000) (17329 / 25000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h def reduceThree : ReducedArgument (3 : ℚ) where exponent := 1 mantissa := 3 / 2 lower := by norm_num upper := by norm_num value := by norm_num theorem log_three_lower : (549 : ℝ) / 500 < Real.log 3 := by have h := log_bounds_of_reduction reduceThree (549 / 500) (10987 / 10000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 theorem log_three_upper : Real.log 3 < (10987 : ℝ) / 10000 := by have h := MatrixMultiplication.Foundation.log_three_upper norm_num at h ⊢ linarith def reduceNineteen : ReducedArgument (19 : ℚ) where exponent := 4 mantissa := 19 / 16 lower := by norm_num upper := by norm_num value := by norm_num theorem log_nineteen_bounds : (7361 : ℝ) / 2500 < Real.log 19 ∧ Real.log 19 < (5889 : ℝ) / 2000 := by have h := log_bounds_of_reduction reduceNineteen (7361 / 2500) (5889 / 2000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h def reduceCurveLo : ReducedArgument (246439 / 5000 : ℚ) where exponent := 5 mantissa := 246439 / 160000 lower := by norm_num upper := by norm_num value := by norm_num def reduceCurveHi : ReducedArgument (49289 / 1000 : ℚ) where exponent := 5 mantissa := 49289 / 32000 lower := by norm_num upper := by norm_num value := by norm_num theorem log_curve_lower : (77953 : ℝ) / 20000 < Real.log ((246439 : ℝ) / 5000) := by have h := log_bounds_of_reduction reduceCurveLo (77953 / 20000) (97443 / 25000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 theorem log_curve_upper : Real.log ((49289 : ℝ) / 1000) < (97443 : ℝ) / 25000 := by have h := log_bounds_of_reduction reduceCurveHi (77953 / 20000) (97443 / 25000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.2 def reduceTen : ReducedArgument (10 : ℚ) where exponent := 3 mantissa := 5 / 4 lower := by norm_num upper := by norm_num value := by norm_num theorem log_ten_lower : (921 : ℝ) / 400 < Real.log 10 := by have h := log_bounds_of_reduction reduceTen (921 / 400) (2303 / 1000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 def reduceSquareMantissa : ReducedArgument (59 / 20 : ℚ) where exponent := 1 mantissa := 59 / 40 lower := by norm_num upper := by norm_num value := by norm_num theorem log_square_mantissa_lower : (10817 : ℝ) / 10000 < Real.log ((59 : ℝ) / 20) := by have h := log_bounds_of_reduction reduceSquareMantissa (10817 / 10000) (541 / 500) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 def reduceNineSevenths : ReducedArgument (9 / 7 : ℚ) where exponent := 0 mantissa := 9 / 7 lower := by norm_num upper := by norm_num value := by norm_num theorem log_nine_sevenths_bounds : (1 : ℝ) / 4 < Real.log (9 / 7 : ℝ) ∧ Real.log (9 / 7 : ℝ) < (63 : ℝ) / 250 := by have h := log_bounds_of_reduction reduceNineSevenths (1 / 4) (63 / 250) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h def reduceExpLo48 : ReducedArgument (701 / 1000 : ℚ) where exponent := -1 mantissa := 701 / 500 lower := by norm_num upper := by norm_num value := by norm_num theorem exp_neg_354_lower : (701 : ℝ) / 1000 < Real.exp (-(177 / 500 : ℝ)) := by have h := log_bounds_of_reduction reduceExpLo48 (-356 / 1000) (-177 / 500) (by decide +kernel) (by decide +kernel) have hh : Real.log (701 / 1000 : ℝ) < -(177 / 500 : ℝ) := by simpa only [Rat.cast_div, Rat.cast_neg, Rat.cast_ofNat, neg_div] using h.2 exact (Real.log_lt_iff_lt_exp (by norm_num)).1 hh def reduceExpHi48 : ReducedArgument (707 / 1000 : ℚ) where exponent := -1 mantissa := 707 / 500 lower := by norm_num upper := by norm_num value := by norm_num theorem exp_neg_348_upper : Real.exp (-(87 / 250 : ℝ)) < (707 : ℝ) / 1000 := by have h := log_bounds_of_reduction reduceExpHi48 (-87 / 250) (-346 / 1000) (by decide +kernel) (by decide +kernel) have hh : -(87 / 250 : ℝ) < Real.log (707 / 1000 : ℝ) := by simpa only [Rat.cast_div, Rat.cast_neg, Rat.cast_ofNat, neg_div] using h.1 exact (Real.lt_log_iff_exp_lt (by norm_num)).1 hh def reduceExpLo288 : ReducedArgument (169 / 400 : ℚ) where exponent := -2 mantissa := 169 / 100 lower := by norm_num upper := by norm_num value := by norm_num theorem exp_neg_86_lower : (169 : ℝ) / 400 < Real.exp (-(43 / 50 : ℝ)) := by have h := log_bounds_of_reduction reduceExpLo288 (-863 / 1000) (-43 / 50) (by decide +kernel) (by decide +kernel) have hh : Real.log (169 / 400 : ℝ) < -(43 / 50 : ℝ) := by simpa only [Rat.cast_div, Rat.cast_neg, Rat.cast_ofNat, neg_div] using h.2 exact (Real.log_lt_iff_lt_exp (by norm_num)).1 hh def reduceZ48Lo : ReducedArgument (((1 + 701 / 1000) ^ 2 - 1) : ℚ) where exponent := 0 mantissa := (1 + 701 / 1000) ^ 2 - 1 lower := by norm_num upper := by norm_num value := by norm_num def reduceZ48Hi : ReducedArgument (((1 + 707 / 1000) ^ 2 - 1) : ℚ) where exponent := 0 mantissa := (1 + 707 / 1000) ^ 2 - 1 lower := by norm_num upper := by norm_num value := by norm_num theorem log_z48_lower : (127 : ℝ) / 200 < Real.log ((1 + (701 / 1000 : ℝ)) ^ 2 - 1) := by have h := log_bounds_of_reduction reduceZ48Lo (127 / 200) (651 / 1000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 theorem log_z48_upper : Real.log ((1 + (707 / 1000 : ℝ)) ^ 2 - 1) < (651 : ℝ) / 1000 := by have h := log_bounds_of_reduction reduceZ48Hi (127 / 200) (651 / 1000) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.2 def reduceZ288Lo : ReducedArgument (((1 + 169 / 400) ^ 3 - 1) : ℚ) where exponent := 0 mantissa := (1 + 169 / 400) ^ 3 - 1 lower := by norm_num upper := by norm_num value := by norm_num theorem log_z288_lower : (157 : ℝ) / 250 < Real.log ((1 + (169 / 400 : ℝ)) ^ 3 - 1) := by have h := log_bounds_of_reduction reduceZ288Lo (157 / 250) (16 / 25) (by decide +kernel) (by decide +kernel) norm_num at h ⊢ exact h.1 end MatrixMultiplication.ComplexCertificates end OAI