


Bits error versus alpha



Bits error versus beta
if alpha < 2.352416918038036e+32Initial program 1.5
rmApplied div-sub1.5
Applied associate-+l-1.5
rmApplied add-exp-log1.5
rmApplied div-inv1.5
Applied fma-neg1.5
if 2.352416918038036e+32 < alpha Initial program 50.8
rmApplied div-sub50.8
Applied associate-+l-49.1
Taylor expanded around -inf 18.3
Simplified18.3
Final simplification6.6
herbie shell --seed 2019004 +o rules:numerics
(FPCore (alpha beta)
:name "Octave 3.8, jcobi/1"
:pre (and (> alpha -1) (> beta -1))
(/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0))
Time bar (total: 34.8s)Debug log
1 calls. Slowest were:
| 51.0ms | (/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 13.7b
Found 2 expressions with local error:
| 1.2b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 22.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 5.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 44.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
| 44.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
51 calls. Slowest were:
| 469.0ms | (/ (- beta alpha) (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 191.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 175.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta))) |
8 alts after pruning (7 fresh and 1 done)
Merged error: 13.2b
Found 4 expressions with local error:
| 1.2b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 17.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 8.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 2.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 43.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 37.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 34.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 28.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
76 calls. Slowest were:
| 961.0ms | (- (* beta (+ (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (+ (+ alpha beta) 2.0) (- (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (* 1.0 1.0)))) |
| 546.0ms | (fma (/ beta (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- (* (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (cbrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))))) |
| 511.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
6 alts after pruning (6 fresh and 0 done)
Merged error: 2.3b
Found 4 expressions with local error:
| 10.7b | (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 1.2b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.5b | (exp (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
| 0.0b | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
4 calls. Slowest were:
| 33.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 24.0ms | (exp (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
| 17.0ms | (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
4 calls. Slowest were:
| 80.0ms | (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
| 48.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 43.0ms | (exp (log (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
| 43.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
90 calls. Slowest were:
| 722.0ms | (exp (log (- (* beta (+ (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (+ (+ alpha beta) 2.0) (- (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (* 1.0 1.0)))))) |
| 668.0ms | (- (* beta (+ (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (* (+ (+ alpha beta) 2.0) (- (* (/ alpha (+ (+ alpha beta) 2.0)) (/ alpha (+ (+ alpha beta) 2.0))) (* 1.0 1.0)))) |
| 615.0ms | (fma (/ beta (- (* (+ alpha beta) (+ alpha beta)) (* 2.0 2.0))) (- (+ alpha beta) 2.0) (- (* (sqrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) (sqrt (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
9 alts after pruning (9 fresh and 0 done)
Merged error: 2.3b
Found 4 expressions with local error:
| 10.7b | (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
| 1.2b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.5b | (exp (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 0.0b | (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
4 calls. Slowest were:
| 13.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 4.0ms | (exp (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 2.0ms | (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
4 calls. Slowest were:
| 87.0ms | (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))) |
| 60.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 58.0ms | (exp (log (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))))) |
| 41.0ms | (fma beta (/ 1 (+ (+ alpha beta) 2.0)) (- (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))) |
27 calls. Slowest were:
| 464.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 209.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 209.0ms | (- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3))))) |
9 alts after pruning (8 fresh and 1 done)
Merged error: 2.3b
72.6% (3.5b remaining)
Error of 6.6b against oracle of 3.1b and baseline of 15.9b