


Bits error versus t



Bits error versus l



Bits error versus k
Results
if (* l l) < 1.1997133799852223e+295Initial program 44.6
Taylor expanded around -inf 17.2
rmApplied associate-*r*15.7
rmApplied unpow215.7
Applied associate-*r*13.2
rmApplied times-frac12.3
if 1.1997133799852223e+295 < (* l l) Initial program 61.2
rmApplied cube-mult61.2
Applied times-frac51.5
Final simplification18.9
herbie shell --seed 2019007 +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:
| 110.0ms | (/ 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: 47.2b
Found 4 expressions with local error:
| 33.8b | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 14.3b | (/ (pow t 3) (* l l)) |
| 1.3b | (- (+ 1 (pow (/ k t) 2)) 1) |
| 1.0b | (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) |
4 calls. Slowest were:
| 47.0ms | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 25.0ms | (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) |
| 17.0ms | (- (+ 1 (pow (/ k t) 2)) 1) |
4 calls. Slowest were:
| 428.0ms | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 170.0ms | (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) |
| 26.0ms | (/ (pow t 3) (* l l)) |
| 14.0ms | (- (+ 1 (pow (/ k t) 2)) 1) |
89 calls. Slowest were:
| 1.4s | (* (* (* (pow t 3) (sin k)) (sin k)) (- (+ 1 (pow (/ k t) 2)) 1)) |
| 1.0s | (cbrt (- (+ 1 (pow (/ k t) 2)) 1)) |
| 870.0ms | (* (* (* (/ (pow t 3) (* l l)) (sin k)) (tan k)) (- 1)) |
12 alts after pruning (12 fresh and 0 done)
Merged error: 18.2b
Found 4 expressions with local error:
| 18.6b | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 10.3b | (* t (* (pow k 2) (pow (sin k) 2))) |
| 0.5b | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
| 0.4b | (pow (sin k) 2) |
4 calls. Slowest were:
| 13.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 5.0ms | (* t (* (pow k 2) (pow (sin k) 2))) |
| 2.0ms | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
4 calls. Slowest were:
| 285.0ms | (/ 2 (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
| 211.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 99.0ms | (* t (* (pow k 2) (pow (sin k) 2))) |
| 15.0ms | (pow (sin k) 2) |
32 calls. Slowest were:
| 553.0ms | (- (log (* t (* (pow k 2) (pow (sin k) 2)))) (log (* (pow l 2) (cos k)))) |
| 522.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 519.0ms | (sqrt (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k)))) |
15 alts after pruning (15 fresh and 0 done)
Merged error: 13.9b
Found 4 expressions with local error:
| 18.6b | (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 9.2b | (* t (pow k 2)) |
| 0.5b | (/ 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))) |
| 2.0ms | (/ 2 (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 2.0ms | (pow (sin k) 2) |
4 calls. Slowest were:
| 302.0ms | (/ 2 (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 214.0ms | (/ (* (* t (pow k 2)) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 16.0ms | (* t (pow k 2)) |
| 15.0ms | (pow (sin k) 2) |
46 calls. Slowest were:
| 896.0ms | (/ (* (* (* (* 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)))) |
| 562.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 503.0ms | (/ (* (* (* (* 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) (cos k)) (* (pow l 2) (cos k))) (* (pow l 2) (cos k)))) |
18 alts after pruning (18 fresh and 0 done)
Merged error: 11.7b
Found 4 expressions with local error:
| 18.6b | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 0.5b | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 0.4b | (pow (sin k) 2) |
| 0.3b | (* (* (* t k) k) (pow (sin k) 2)) |
4 calls. Slowest were:
| 27.0ms | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 16.0ms | (* (* (* t k) k) (pow (sin k) 2)) |
| 2.0ms | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
4 calls. Slowest were:
| 296.0ms | (/ 2 (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k)))) |
| 208.0ms | (/ (* (* (* t k) k) (pow (sin k) 2)) (* (pow l 2) (cos k))) |
| 76.0ms | (* (* (* t k) k) (pow (sin k) 2)) |
| 15.0ms | (pow (sin k) 2) |
55 calls. Slowest were:
| 558.0ms | (/ (* (* (* (* (* 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)))) |
| 538.0ms | (/ (* t (* (pow k 2) (pow (sin k) 2))) (* (pow l 2) (cos k))) |
| 535.0ms | (* (* (* (* (* t k) k) (* (* t k) k)) (* (* t k) k)) (* (* (pow (sin k) 2) (pow (sin k) 2)) (pow (sin k) 2))) |
19 alts after pruning (19 fresh and 0 done)
Merged error: 11.1b
16.6% (6.8b remaining)
Error of 18.9b against oracle of 12.0b and baseline of 20.2b