


Bits error versus alpha



Bits error versus beta
if alpha < 1.7988363204301253e+19Initial program 0.7
rmApplied div-sub0.7
Applied associate-+l-0.7
rmApplied clear-num0.7
rmApplied div-inv0.7
Applied fma-neg0.7
if 1.7988363204301253e+19 < alpha Initial program 50.8
rmApplied div-sub50.8
Applied associate-+l-49.2
rmApplied clear-num49.2
Taylor expanded around inf 17.8
Simplified17.8
Final simplification6.1
herbie shell --seed 2018362 +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: 27.0s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 15.1b
Found 2 expressions with local error:
| 1.4b | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 30.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 5.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
2 calls. Slowest were:
| 52.0ms | (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) |
| 41.0ms | (/ (- beta alpha) (+ (+ alpha beta) 2.0)) |
51 calls. Slowest were:
| 508.0ms | (/ (- beta alpha) (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 211.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta))) |
| 188.0ms | (- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta))) |
10 alts after pruning (9 fresh and 1 done)
Merged error: 14.3b
Found 4 expressions with local error:
| 1.4b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
| 0.0b | (/ beta (+ (+ alpha beta) 2.0)) |
| 0.0b | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
4 calls. Slowest were:
| 23.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 13.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 3.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 56.0ms | (- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)) |
| 51.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 39.0ms | (/ beta (+ (+ alpha beta) 2.0)) |
| 39.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
76 calls. Slowest were:
| 669.0ms | (- (* 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)))) |
| 595.0ms | (/ beta (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 577.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 3.4b
Found 4 expressions with local error:
| 1.4b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 0.4b | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
| 0.0b | (/ (+ (+ alpha beta) 2.0) beta) |
| 0.0b | (/ alpha (+ (+ alpha beta) 2.0)) |
4 calls. Slowest were:
| 15.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
| 6.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 4.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
4 calls. Slowest were:
| 46.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 40.0ms | (/ 1 (/ (+ (+ alpha beta) 2.0) beta)) |
| 33.0ms | (/ alpha (+ (+ alpha beta) 2.0)) |
| 18.0ms | (/ (+ (+ alpha beta) 2.0) beta) |
30 calls. Slowest were:
| 956.0ms | (+ (pow (+ alpha beta) 3) (pow 2.0 3)) |
| 452.0ms | (- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha)))) |
| 447.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 3.4b
Found 4 expressions with local error:
| 5.2b | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 5.2b | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 5.2b | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 1.4b | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
4 calls. Slowest were:
| 12.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
| 1.0ms | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 1.0ms | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
4 calls. Slowest were:
| 154.0ms | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 109.0ms | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 95.0ms | (cbrt (/ beta (+ (+ alpha beta) 2.0))) |
| 64.0ms | (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0) |
37 calls. Slowest were:
| 609.0ms | (/ alpha (+ (pow (+ alpha beta) 3) (pow 2.0 3))) |
| 544.0ms | (cbrt (/ beta (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) |
| 542.0ms | (cbrt (/ beta (+ (pow (+ alpha beta) 3) (pow 2.0 3)))) |
7 alts after pruning (7 fresh and 0 done)
Merged error: 3.4b
76.5% (3.1b remaining)
Error of 6.1b against oracle of 3.0b and baseline of 16.2b