


Bits error versus F



Bits error versus B



Bits error versus x
Results
if F < -2.4389984862599082e+17Initial program 25.5
Simplified25.5
rmApplied associate-*r/20.0
Taylor expanded around -inf 0.1
if -2.4389984862599082e+17 < F < 10478.724310348502Initial program 0.4
Simplified0.3
rmApplied add-sqr-sqrt0.3
Applied unpow-prod-down0.4
if 10478.724310348502 < F Initial program 24.8
Simplified24.7
rmApplied associate-*r/19.9
Taylor expanded around inf 0.1
Final simplification0.2
herbie shell --seed 2019008
(FPCore (F B x)
:name "VandenBroeck and Keller, Equation (23)"
(+ (- (* x (/ 1 (tan B)))) (* (/ F (sin B)) (pow (+ (+ (* F F) 2) (* 2 x)) (- (/ 1 2))))))
Time bar (total: 32.2s)Debug log
1 calls. Slowest were:
| 110.0ms | (+ (- (* x (/ 1 (tan B)))) (* (/ F (sin B)) (pow (+ (+ (* F F) 2) (* 2 x)) (- (/ 1 2))))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 14.7b
Found 4 expressions with local error:
| 19.1b | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 6.5b | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (/ F (sin B))) |
| 0.2b | (/ F (sin B)) |
| 0.1b | (/ x (tan B)) |
4 calls. Slowest were:
| 10.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (/ F (sin B))) |
| 8.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 0.0ms | (/ F (sin B)) |
4 calls. Slowest were:
| 152.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (/ F (sin B))) |
| 144.0ms | (/ x (tan B)) |
| 113.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 64.0ms | (/ F (sin B)) |
38 calls. Slowest were:
| 235.0ms | (- (pow 2 -1/2) (+ (* 1/2 (* (pow F 2) (sqrt 1/8))) (* 1/2 (* x (sqrt 1/2))))) |
| 158.0ms | (- (/ (* F (sqrt 1/2)) B) (+ (* 1/2 (/ (* (pow F 3) (sqrt 1/8)) B)) (* 1/4 (/ (* x F) (* B (sqrt 1/2)))))) |
| 140.0ms | (* (* (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2)) (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2)) (* (* (/ F (sin B)) (/ F (sin B))) (/ F (sin B)))) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 19.1b | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 0.3b | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
| 0.2b | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
| 0.1b | (/ x (tan B)) |
4 calls. Slowest were:
| 19.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
| 18.0ms | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
| 8.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
4 calls. Slowest were:
| 154.0ms | (/ x (tan B)) |
| 141.0ms | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
| 66.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 60.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
38 calls. Slowest were:
| 525.0ms | (/ (* (* (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F)) (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F)) (* (* (sin B) (sin B)) (sin B))) |
| 219.0ms | (- (pow 2 -1/2) (+ (* 1/2 (* (pow F 2) (sqrt 1/8))) (* 1/2 (* x (sqrt 1/2))))) |
| 202.0ms | (- (* F (sqrt 1/2)) (+ (* 1/4 (/ (* x F) (sqrt 1/2))) (* 1/2 (* (pow F 3) (sqrt 1/8))))) |
11 alts after pruning (11 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 19.1b | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 0.3b | (/ 1 (/ (tan B) x)) |
| 0.3b | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
| 0.2b | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
4 calls. Slowest were:
| 18.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
| 18.0ms | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
| 8.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
4 calls. Slowest were:
| 156.0ms | (/ (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (sin B)) |
| 95.0ms | (/ 1 (/ (tan B) x)) |
| 54.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 39.0ms | (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) |
39 calls. Slowest were:
| 524.0ms | (/ (* (* (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F) (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F)) (* (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) F)) (* (* (sin B) (sin B)) (sin B))) |
| 249.0ms | (- (/ (* F (sqrt 1/2)) B) (+ (* 1/2 (/ (* (pow F 3) (sqrt 1/8)) B)) (* 1/4 (/ (* x F) (* B (sqrt 1/2)))))) |
| 215.0ms | (- (pow 2 -1/2) (+ (* 1/2 (* (pow F 2) (sqrt 1/8))) (* 1/2 (* x (sqrt 1/2))))) |
11 alts after pruning (10 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 19.1b | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 2.4b | (* (/ (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (* (cbrt (sin B)) (cbrt (sin B)))) (/ F (cbrt (sin B)))) |
| 0.6b | (cbrt (sin B)) |
| 0.6b | (cbrt (sin B)) |
4 calls. Slowest were:
| 26.0ms | (* (/ (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (* (cbrt (sin B)) (cbrt (sin B)))) (/ F (cbrt (sin B)))) |
| 4.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
| 1.0ms | (cbrt (sin B)) |
4 calls. Slowest were:
| 150.0ms | (cbrt (sin B)) |
| 142.0ms | (* (/ (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (* (cbrt (sin B)) (cbrt (sin B)))) (/ F (cbrt (sin B)))) |
| 130.0ms | (cbrt (sin B)) |
| 54.0ms | (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) |
51 calls. Slowest were:
| 344.0ms | (+ (log (/ (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2) (* (cbrt (sin B)) (cbrt (sin B))))) (log (/ F (cbrt (sin B))))) |
| 316.0ms | (+ (- (* (log (+ (+ 2 (* F F)) (* 2 x))) -1/2) (log (* (cbrt (sin B)) (cbrt (sin B))))) (log (/ F (cbrt (sin B))))) |
| 288.0ms | (+ (- (log (pow (+ (+ 2 (* F F)) (* 2 x)) -1/2)) (+ (log (cbrt (sin B))) (log (cbrt (sin B))))) (log (/ F (cbrt (sin B))))) |
12 alts after pruning (10 fresh and 2 done)
Merged error: 0.0b
98.2% (0.2b remaining)
Error of 0.2b against oracle of 0.0b and baseline of 10.8b