


Bits error versus t



Bits error versus l



Bits error versus k
Results
if (* l l) < 1.347905859362174e-308Initial program 45.1
Taylor expanded around -inf 20.5
rmApplied associate-*r*19.5
rmApplied unpow219.5
Applied associate-*r*19.5
rmApplied add-cbrt-cube19.9
Applied add-cbrt-cube22.5
Applied cbrt-undiv22.5
Simplified15.2
if 1.347905859362174e-308 < (* l l) < 7.332829679811125e+307Initial program 45.0
Taylor expanded around -inf 15.6
rmApplied associate-*r*13.6
rmApplied unpow213.6
Applied associate-*r*9.3
rmApplied times-frac7.7
if 7.332829679811125e+307 < (* l l) Initial program 62.3
Taylor expanded around -inf 62.0
rmApplied associate-*r*62.0
Taylor expanded around 0 62.5
Simplified55.2
Final simplification17.5
herbie shell --seed 2019008 +o rules:numerics
(FPCore (t l k)
:name "Toniolo and Linder, Equation (10-)"
(/ 2 (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1))))
Time bar (total: 1.5m)Debug log
1 calls. Slowest were:
| 459.0ms | (/ 2 (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 46.6b
Found 4 expressions with local error:
| 34.2b | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 12.9b | (/ (pow t 3) (* l l)) |
| 3.1b | (- (+ 1 (pow (/ k t) 2)) 1) |
| 0.8b | (* (/ (pow t 3) (* l l)) (sin k)) |
4 calls. Slowest were:
| 86.0ms | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 9.0ms | (- (+ 1 (pow (/ k t) 2)) 1) |
| 6.0ms | (* (/ (pow t 3) (* l l)) (sin k)) |
4 calls. Slowest were:
| 330.0ms | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 66.0ms | (* (/ (pow t 3) (* l l)) (sin k)) |
| 23.0ms | (- (+ 1 (pow (/ k t) 2)) 1) |
| 20.0ms | (/ (pow t 3) (* l l)) |
90 calls. Slowest were:
| 1.3s | (* (* (* (pow t 3) (sin k)) (sin k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 1.0s | (cbrt (- (+ 1 (pow (/ k t) 2)) 1)) |
| 1.0s | (sqrt (- (+ 1 (pow (/ k t) 2)) 1)) |
10 alts after pruning (10 fresh and 0 done)
Merged error: 18.6b
Found 4 expressions with local error:
| 19.4b | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 6.2b | (* t (* (pow k 2) (pow (sin k) 2))) |
| 0.4b | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
| 0.4b | (pow (sin k) 2) |
4 calls. Slowest were:
| 10.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 5.0ms | (* t (* (pow k 2) (pow (sin k) 2))) |
| 1.0ms | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
4 calls. Slowest were:
| 621.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 272.0ms | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
| 79.0ms | (* t (* (pow k 2) (pow (sin k) 2))) |
| 24.0ms | (pow (sin k) 2) |
32 calls. Slowest were:
| 619.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 559.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 509.0ms | (cbrt (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
16 alts after pruning (16 fresh and 0 done)
Merged error: 14.7b
Found 4 expressions with local error:
| 19.4b | (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 5.8b | (* t (pow k 2)) |
| 0.4b | (/ 2 (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 0.4b | (pow (sin k) 2) |
4 calls. Slowest were:
| 20.0ms | (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 1.0ms | (/ 2 (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 1.0ms | (* t (pow k 2)) |
4 calls. Slowest were:
| 236.0ms | (/ 2 (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 221.0ms | (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 26.0ms | (* t (pow k 2)) |
| 15.0ms | (pow (sin k) 2) |
46 calls. Slowest were:
| 532.0ms | (/ (* (* (* (* t (pow k 2)) (* t (pow k 2))) (* t (pow k 2))) (* (* (pow (sin k) 2) (pow (sin k) 2)) (pow (sin k) 2))) (* (* (* (pow l 2) (cos k)) (* (pow l 2) (cos k))) (* (pow l 2) (cos k)))) |
| 498.0ms | (/ (* (* (* (* t (pow k 2)) (* t (pow k 2))) (* t (pow k 2))) (* (* (pow (sin k) 2) (pow (sin k) 2)) (pow (sin k) 2))) (* (* (* (pow l 2) (pow l 2)) (pow l 2)) (* (* (cos k) (cos k)) (cos k)))) |
| 491.0ms | (/ (* (* (* (* t (pow k 2)) (pow (sin k) 2)) (* (* t (pow k 2)) (pow (sin k) 2))) (* (* t (pow k 2)) (pow (sin k) 2))) (* (* (* (pow l 2) (pow l 2)) (pow l 2)) (* (* (cos k) (cos k)) (cos k)))) |
17 alts after pruning (17 fresh and 0 done)
Merged error: 11.6b
Found 4 expressions with local error:
| 19.4b | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 0.4b | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 0.4b | (pow (sin k) 2) |
| 0.2b | (* (pow l 2) (cos k)) |
4 calls. Slowest were:
| 24.0ms | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 7.0ms | (* (pow l 2) (cos k)) |
| 3.0ms | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
4 calls. Slowest were:
| 279.0ms | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 230.0ms | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 38.0ms | (* (pow l 2) (cos k)) |
| 15.0ms | (pow (sin k) 2) |
51 calls. Slowest were:
| 779.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 601.0ms | (/ (* (* (* (* (* t k) k) (pow (sin k) 2)) (* (* (* t k) k) (pow (sin k) 2))) (* (* (* t k) k) (pow (sin k) 2))) (* (* (* (pow l 2) (pow l 2)) (pow l 2)) (* (* (cos k) (cos k)) (cos k)))) |
| 577.0ms | (/ (* (* (* (* (* t k) k) (* (* t k) k)) (* (* t k) k)) (* (* (pow (sin k) 2) (pow (sin k) 2)) (pow (sin k) 2))) (* (* (* (pow l 2) (pow l 2)) (pow l 2)) (* (* (cos k) (cos k)) (cos k)))) |
18 alts after pruning (18 fresh and 0 done)
Merged error: 10.9b
29.9% (5.6b remaining)
Error of 17.5b against oracle of 11.8b and baseline of 19.9b