HairBSDF, Mp, lower

Average Error: 0.1 → 0.1

Time: 19.0s

Precision: binary32

Cost: 9984

\[\left(\left(\left(\left(-1 \leq cosTheta_i \land cosTheta_i \leq 1\right) \land \left(-1 \leq cosTheta_O \land cosTheta_O \leq 1\right)\right) \land \left(-1 \leq sinTheta_i \land sinTheta_i \leq 1\right)\right) \land \left(-1 \leq sinTheta_O \land sinTheta_O \leq 1\right)\right) \land \left(-1.5707964 \leq v \land v \leq 0.1\right)\]

Math

\[e^{\left(\left(\left(\frac{cosTheta_i \cdot cosTheta_O}{v} - \frac{sinTheta_i \cdot sinTheta_O}{v}\right) - \frac{1}{v}\right) + 0.6931\right) + \log \left(\frac{1}{2 \cdot v}\right)} \]

↓

\[\frac{{e}^{\left(1 + \left(0.6931 + \frac{-1}{v}\right)\right)}}{e} \cdot \frac{0.5}{v} \]

FPCore

(FPCore (cosTheta_i cosTheta_O sinTheta_i sinTheta_O v)
 :precision binary32
 (exp
  (+
   (+
    (-
     (- (/ (* cosTheta_i cosTheta_O) v) (/ (* sinTheta_i sinTheta_O) v))
     (/ 1.0 v))
    0.6931)
   (log (/ 1.0 (* 2.0 v))))))

↓

(FPCore (cosTheta_i cosTheta_O sinTheta_i sinTheta_O v)
 :precision binary32
 (* (/ (pow E (+ 1.0 (+ 0.6931 (/ -1.0 v)))) E) (/ 0.5 v)))

C

float code(float cosTheta_i, float cosTheta_O, float sinTheta_i, float sinTheta_O, float v) {
	return expf(((((((cosTheta_i * cosTheta_O) / v) - ((sinTheta_i * sinTheta_O) / v)) - (1.0f / v)) + 0.6931f) + logf((1.0f / (2.0f * v)))));
}

↓

float code(float cosTheta_i, float cosTheta_O, float sinTheta_i, float sinTheta_O, float v) {
	return (powf(((float) M_E), (1.0f + (0.6931f + (-1.0f / v)))) / ((float) M_E)) * (0.5f / v);
}

Julia

function code(cosTheta_i, cosTheta_O, sinTheta_i, sinTheta_O, v)
	return exp(Float32(Float32(Float32(Float32(Float32(Float32(cosTheta_i * cosTheta_O) / v) - Float32(Float32(sinTheta_i * sinTheta_O) / v)) - Float32(Float32(1.0) / v)) + Float32(0.6931)) + log(Float32(Float32(1.0) / Float32(Float32(2.0) * v)))))
end

↓

function code(cosTheta_i, cosTheta_O, sinTheta_i, sinTheta_O, v)
	return Float32(Float32((Float32(exp(1)) ^ Float32(Float32(1.0) + Float32(Float32(0.6931) + Float32(Float32(-1.0) / v)))) / Float32(exp(1))) * Float32(Float32(0.5) / v))
end

MATLAB

function tmp = code(cosTheta_i, cosTheta_O, sinTheta_i, sinTheta_O, v)
	tmp = exp(((((((cosTheta_i * cosTheta_O) / v) - ((sinTheta_i * sinTheta_O) / v)) - (single(1.0) / v)) + single(0.6931)) + log((single(1.0) / (single(2.0) * v)))));
end

↓

function tmp = code(cosTheta_i, cosTheta_O, sinTheta_i, sinTheta_O, v)
	tmp = ((single(2.71828182845904523536) ^ (single(1.0) + (single(0.6931) + (single(-1.0) / v)))) / single(2.71828182845904523536)) * (single(0.5) / v);
end

Derivation

1. Initial program 0.1

   \[e^{\left(\left(\left(\frac{cosTheta_i \cdot cosTheta_O}{v} - \frac{sinTheta_i \cdot sinTheta_O}{v}\right) - \frac{1}{v}\right) + 0.6931\right) + \log \left(\frac{1}{2 \cdot v}\right)} \]

2. Simplified 0.1

   \[\leadsto \color{blue}{e^{\mathsf{fma}\left(cosTheta_i, \frac{cosTheta_O}{v}, 0.6931\right) - \mathsf{fma}\left(sinTheta_i, \frac{sinTheta_O}{v}, \frac{1}{v}\right)} \cdot \frac{0.5}{v}} \]
   Proof
   (*.f32 (exp.f32 (-.f32 (fma.f32 cosTheta_i (/.f32 cosTheta_O v) 6931/10000) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (Rewrite<= fma-def_binary32 (+.f32 (*.f32 cosTheta_i (/.f32 cosTheta_O v)) 6931/10000)) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 (Rewrite<= *-commutative_binary32 (*.f32 (/.f32 cosTheta_O v) cosTheta_i)) 6931/10000) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 (Rewrite=> associate-*l/_binary32 (/.f32 (*.f32 cosTheta_O cosTheta_i) v)) 6931/10000) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 (/.f32 (Rewrite<= *-commutative_binary32 (*.f32 cosTheta_i cosTheta_O)) v) 6931/10000) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (Rewrite<= +-commutative_binary32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v))) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (fma.f32 sinTheta_i (/.f32 sinTheta_O v) (Rewrite<= remove-double-neg_binary32 (neg.f32 (neg.f32 (/.f32 1 v))))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (Rewrite<= fma-neg_binary32 (-.f32 (*.f32 sinTheta_i (/.f32 sinTheta_O v)) (neg.f32 (/.f32 1 v)))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (-.f32 (Rewrite=> associate-*r/_binary32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (neg.f32 (/.f32 1 v))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (Rewrite<= associate-+r-_binary32 (+.f32 6931/10000 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (-.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (neg.f32 (/.f32 1 v))))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 6931/10000 (Rewrite<= associate-+l-_binary32 (+.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (neg.f32 (/.f32 1 v)))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 6931/10000 (Rewrite<= sub-neg_binary32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 6931/10000 (Rewrite=> associate--l-_binary32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (Rewrite=> associate-+r-_binary32 (-.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (Rewrite<= +-rgt-identity_binary32 (+.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) 0)) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (Rewrite<= metadata-eval (log.f32 1))) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (+.f32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v)) (Rewrite=> metadata-eval 0)) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (-.f32 (Rewrite=> +-rgt-identity_binary32 (+.f32 6931/10000 (/.f32 (*.f32 cosTheta_i cosTheta_O) v))) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (Rewrite<= associate-+r-_binary32 (+.f32 6931/10000 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (+.f32 (/.f32 (*.f32 sinTheta_i sinTheta_O) v) (/.f32 1 v)))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 6931/10000 (Rewrite<= associate--l-_binary32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v))))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (Rewrite<= +-commutative_binary32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v)) 6931/10000))) (/.f32 1/2 v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v)) 6931/10000)) (/.f32 (Rewrite<= metadata-eval (/.f32 1 2)) v)): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v)) 6931/10000)) (Rewrite<= associate-/r*_binary32 (/.f32 1 (*.f32 2 v)))): 0 points increase in error, 0 points decrease in error
   (*.f32 (exp.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v)) 6931/10000)) (Rewrite<= rem-exp-log_binary32 (exp.f32 (log.f32 (/.f32 1 (*.f32 2 v)))))): 2 points increase in error, 1 points decrease in error
   (Rewrite<= exp-sum_binary32 (exp.f32 (+.f32 (+.f32 (-.f32 (-.f32 (/.f32 (*.f32 cosTheta_i cosTheta_O) v) (/.f32 (*.f32 sinTheta_i sinTheta_O) v)) (/.f32 1 v)) 6931/10000) (log.f32 (/.f32 1 (*.f32 2 v)))))): 4 points increase in error, 0 points decrease in error

3. Applied egg-rr 0.4

   \[\leadsto \color{blue}{{\left(e^{3 \cdot \left(\mathsf{fma}\left(cosTheta_i, \frac{cosTheta_O}{v}, 0.6931\right) - \mathsf{fma}\left(sinTheta_i, \frac{sinTheta_O}{v}, \frac{1}{v}\right)\right)}\right)}^{0.3333333333333333}} \cdot \frac{0.5}{v} \]

4. Taylor expanded in sinTheta_i around 0 0.4

   \[\leadsto \color{blue}{{\left(e^{3 \cdot \left(\left(0.6931 + \frac{cosTheta_i \cdot cosTheta_O}{v}\right) - \frac{1}{v}\right)}\right)}^{0.3333333333333333}} \cdot \frac{0.5}{v} \]

5. Taylor expanded in cosTheta_i around 0 0.4

   \[\leadsto {\left(e^{\color{blue}{3 \cdot \left(0.6931 - \frac{1}{v}\right)}}\right)}^{0.3333333333333333} \cdot \frac{0.5}{v} \]

6. Applied egg-rr 0.1

   \[\leadsto \color{blue}{\frac{{e}^{\left(1 + \left(0.6931 + \frac{-1}{v}\right)\right)}}{e}} \cdot \frac{0.5}{v} \]

7. Final simplification 0.1

   \[\leadsto \frac{{e}^{\left(1 + \left(0.6931 + \frac{-1}{v}\right)\right)}}{e} \cdot \frac{0.5}{v} \]

Alternatives

Alternative 1
Error	0.1
Cost	6688

\[\frac{0.5}{v} \cdot {e}^{\left(0.6931 + \frac{-1}{v}\right)} \]

Alternative 2
Error	17.3
Cost	3656

\[\begin{array}{l} \mathbf{if}\;sinTheta_i \cdot sinTheta_O \leq -9.99994610111476 \cdot 10^{-41}:\\ \;\;\;\;e^{\frac{cosTheta_i}{\frac{v}{cosTheta_O}}}\\ \mathbf{elif}\;sinTheta_i \cdot sinTheta_O \leq 3.654999778006099 \cdot 10^{-39}:\\ \;\;\;\;\frac{sinTheta_i \cdot sinTheta_O}{v} \cdot \frac{-0.5}{v}\\ \mathbf{else}:\\ \;\;\;\;e^{sinTheta_O \cdot \frac{-sinTheta_i}{v}}\\ \end{array} \]

Alternative 3
Error	15.5
Cost	3656

\[\begin{array}{l} \mathbf{if}\;sinTheta_i \cdot sinTheta_O \leq -5.000001076526666 \cdot 10^{-40}:\\ \;\;\;\;1 + \mathsf{expm1}\left(\frac{sinTheta_i}{\frac{v}{sinTheta_O}}\right)\\ \mathbf{elif}\;sinTheta_i \cdot sinTheta_O \leq 3.654999778006099 \cdot 10^{-39}:\\ \;\;\;\;\frac{sinTheta_i \cdot sinTheta_O}{v} \cdot \frac{-0.5}{v}\\ \mathbf{else}:\\ \;\;\;\;e^{sinTheta_O \cdot \frac{-sinTheta_i}{v}}\\ \end{array} \]

Alternative 4
Error	19.7
Cost	3492

\[\begin{array}{l} \mathbf{if}\;sinTheta_i \cdot sinTheta_O \leq -9.99994610111476 \cdot 10^{-41}:\\ \;\;\;\;e^{\frac{cosTheta_i}{\frac{v}{cosTheta_O}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{sinTheta_i \cdot sinTheta_O}{v} \cdot \frac{-0.5}{v}\\ \end{array} \]

Alternative 5
Error	0.1
Cost	3488

\[\frac{0.5}{v} \cdot e^{0.6931 + \frac{-1}{v}} \]

Alternative 6
Error	28.0
Cost	356

\[\begin{array}{l} \mathbf{if}\;v \leq 6.500000116843323 \cdot 10^{-20}:\\ \;\;\;\;1\\ \mathbf{else}:\\ \;\;\;\;sinTheta_i \cdot \left(sinTheta_O \cdot \frac{-0.5}{v \cdot v}\right)\\ \end{array} \]

Alternative 7
Error	27.4
Cost	288

\[\left(sinTheta_O \cdot \frac{sinTheta_i}{v}\right) \cdot \frac{-0.5}{v} \]

Alternative 8
Error	20.3
Cost	288

\[\frac{sinTheta_i \cdot sinTheta_O}{v} \cdot \frac{-0.5}{v} \]

Alternative 9
Error	29.9
Cost	32

\[1 \]

Reproduce

herbie shell --seed 2022300 
(FPCore (cosTheta_i cosTheta_O sinTheta_i sinTheta_O v)
  :name "HairBSDF, Mp, lower"
  :precision binary32
  :pre (and (and (and (and (and (<= -1.0 cosTheta_i) (<= cosTheta_i 1.0)) (and (<= -1.0 cosTheta_O) (<= cosTheta_O 1.0))) (and (<= -1.0 sinTheta_i) (<= sinTheta_i 1.0))) (and (<= -1.0 sinTheta_O) (<= sinTheta_O 1.0))) (and (<= -1.5707964 v) (<= v 0.1)))
  (exp (+ (+ (- (- (/ (* cosTheta_i cosTheta_O) v) (/ (* sinTheta_i sinTheta_O) v)) (/ 1.0 v)) 0.6931) (log (/ 1.0 (* 2.0 v))))))