


Bits error versus g



Bits error versus h
Initial program 1.0
Initial simplification1.0
rmApplied add-log-exp1.0
rmApplied add-cube-cbrt0.1
Final simplification0.1
herbie shell --seed 2018362 +o rules:numerics
(FPCore (g h)
:name "2-ancestry mixing, negative discriminant"
(* 2 (cos (+ (/ (* 2 PI) 3) (/ (acos (/ (- g) h)) 3)))))
Time bar (total: 8.8s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 1.0b
Found 3 expressions with local error:
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 0.9b | (/ (acos (/ (- g) h)) 3) |
| 0.0b | (fma 2/3 PI (/ (acos (/ (- g) h)) 3)) |
3 calls. Slowest were:
| 4.0ms | (/ (acos (/ (- g) h)) 3) |
| 2.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 0.0ms | (fma 2/3 PI (/ (acos (/ (- g) h)) 3)) |
3 calls. Slowest were:
| 105.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 24.0ms | (fma 2/3 PI (/ (acos (/ (- g) h)) 3)) |
| 7.0ms | (/ (acos (/ (- g) h)) 3) |
14 calls. Slowest were:
| 38.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
| 34.0ms | (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI)) |
| 29.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 1.0b
Found 4 expressions with local error:
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 0.9b | (/ (acos (/ (- g) h)) 3) |
| 0.0b | (log (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))))) |
| 0.0b | (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))) |
4 calls. Slowest were:
| 8.0ms | (/ (acos (/ (- g) h)) 3) |
| 5.0ms | (log (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))))) |
| 5.0ms | (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))) |
4 calls. Slowest were:
| 112.0ms | (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))) |
| 107.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 100.0ms | (log (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))))) |
| 11.0ms | (/ (acos (/ (- g) h)) 3) |
30 calls. Slowest were:
| 39.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
| 36.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
| 35.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
4 alts after pruning (3 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 0.9b | (/ (acos (/ (- g) h)) 3) |
4 calls. Slowest were:
| 3.0ms | (/ (acos (/ (- g) h)) 3) |
| 2.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 2.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
4 calls. Slowest were:
| 98.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 87.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 73.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 8.0ms | (/ (acos (/ (- g) h)) 3) |
19 calls. Slowest were:
| 38.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
| 34.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
| 33.0ms | (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI))) |
4 alts after pruning (2 fresh and 2 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 1.0b | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 1.0b | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
| 1.0b | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
4 calls. Slowest were:
| 3.0ms | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
| 3.0ms | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
| 2.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
4 calls. Slowest were:
| 207.0ms | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
| 204.0ms | (log (sqrt (exp (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3)))))) |
| 88.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
| 86.0ms | (cos (fma 2/3 PI (/ (acos (/ (- g) h)) 3))) |
30 calls. Slowest were:
| 49.0ms | (log (sqrt (exp (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI)))))) |
| 45.0ms | (log (sqrt (exp (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI)))))) |
| 44.0ms | (log (sqrt (exp (cos (+ (* 1/3 (acos (* -1 (/ g h)))) (* 2/3 PI)))))) |
4 alts after pruning (2 fresh and 2 done)
Merged error: 0.0b
0% (0.1b remaining)
Error of 0.1b against oracle of 0.0b and baseline of 0.1b