


Bits error versus x
Results
Initial program 58.0
Taylor expanded around 0 0.7
Simplified0.7
rmApplied fma-udef0.7
Taylor expanded around -inf 0.7
Final simplification0.7
herbie shell --seed 2018362 +o rules:numerics
(FPCore (x)
:name "Hyperbolic sine"
(/ (- (exp x) (exp (- x))) 2))
Time bar (total: 3.3s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 58.7b
Found 1 expressions with local error:
| 7.2b | (- (exp x) (exp (- x))) |
1 calls. Slowest were:
| 10.0ms | (- (exp x) (exp (- x))) |
1 calls. Slowest were:
| 46.0ms | (- (exp x) (exp (- x))) |
27 calls. Slowest were:
| 72.0ms | (+ (* 2 x) (+ (* 1/3 (pow x 3)) (* 1/60 (pow x 5)))) |
| 67.0ms | (fma 1 (exp x) (- (* (exp (- x)) 1))) |
| 51.0ms | (fma (sqrt (exp x)) (sqrt (exp x)) (- (* (exp (- x)) 1))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.1b | (* (pow x 5) 1/60) |
| 0.0b | (fma (fma 1/3 (* x x) 2) x (* (pow x 5) 1/60)) |
2 calls. Slowest were:
| 4.0ms | (* (pow x 5) 1/60) |
| 0.0ms | (fma (fma 1/3 (* x x) 2) x (* (pow x 5) 1/60)) |
2 calls. Slowest were:
| 34.0ms | (* (pow x 5) 1/60) |
| 29.0ms | (fma (fma 1/3 (* x x) 2) x (* (pow x 5) 1/60)) |
8 calls. Slowest were:
| 79.0ms | (+ (* 2 x) (+ (* 1/3 (pow x 3)) (* 1/60 (pow x 5)))) |
| 61.0ms | (+ (* 2 x) (+ (* 1/3 (pow x 3)) (* 1/60 (pow x 5)))) |
| 58.0ms | (+ (* 2 x) (+ (* 1/3 (pow x 3)) (* 1/60 (pow x 5)))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.1b | (* (pow x 5) 1/60) |
| 0.0b | (* (fma 1/3 (* x x) 2) x) |
2 calls. Slowest were:
| 3.0ms | (* (fma 1/3 (* x x) 2) x) |
| 2.0ms | (* (pow x 5) 1/60) |
2 calls. Slowest were:
| 35.0ms | (* (fma 1/3 (* x x) 2) x) |
| 20.0ms | (* (pow x 5) 1/60) |
10 calls. Slowest were:
| 30.0ms | (+ (* 2 x) (* 1/3 (pow x 3))) |
| 22.0ms | (+ (* 2 x) (* 1/3 (pow x 3))) |
| 21.0ms | (+ (* 2 x) (* 1/3 (pow x 3))) |
3 alts after pruning (3 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 0.1b | (* 1/3 (pow x 3)) |
| 0.1b | (* (pow x 5) 1/60) |
2 calls. Slowest were:
| 2.0ms | (* (pow x 5) 1/60) |
| 1.0ms | (* 1/3 (pow x 3)) |
2 calls. Slowest were:
| 33.0ms | (* (pow x 5) 1/60) |
| 16.0ms | (* 1/3 (pow x 3)) |
12 calls. Slowest were:
| 5.0ms | (* 1/3 (pow x 3)) |
| 5.0ms | (* 1/3 (pow x 3)) |
| 5.0ms | (* 1/3 (pow x 3)) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0.0b
0% (0.7b remaining)
Error of 0.7b against oracle of 0.0b and baseline of 0.7b