



Bits error versus t
Results
| Original | 61.8 |
|---|---|
| Target | 50.6 |
| Herbie | 0.3 |
Initial program 61.8
Simplified57.6
Taylor expanded around -inf 0.3
Final simplification0.3
herbie shell --seed 2019007 +o rules:numerics
(FPCore (t)
:name "fma_test1"
:pre (<= 0.9 t 1.1)
:herbie-target
(fma (+ 1 (* t 2e-16)) (+ 1 (* t 2e-16)) (- -1 (* 2 (* t 2e-16))))
(+ (* (+ 1 (* t 2e-16)) (+ 1 (* t 2e-16))) (- -1 (* 2 (* t 2e-16)))))
Time bar (total: 4.3s)Debug log
1 calls. Slowest were:
| 310.0ms | (+ (* (+ 1 (* t 2e-16)) (+ 1 (* t 2e-16))) (- -1 (* 2 (* t 2e-16)))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 57.6b
Found 2 expressions with local error:
| 52.9b | (fma -2 (* 2e-16 t) (fma (fma t 2e-16 1) (fma t 2e-16 1) -1)) |
| 49.7b | (fma (fma t 2e-16 1) (fma t 2e-16 1) -1) |
2 calls. Slowest were:
| 0.0ms | (fma -2 (* 2e-16 t) (fma (fma t 2e-16 1) (fma t 2e-16 1) -1)) |
| 0.0ms | (fma (fma t 2e-16 1) (fma t 2e-16 1) -1) |
2 calls. Slowest were:
| 54.0ms | (fma -2 (* 2e-16 t) (fma (fma t 2e-16 1) (fma t 2e-16 1) -1)) |
| 50.0ms | (fma (fma t 2e-16 1) (fma t 2e-16 1) -1) |
6 calls. Slowest were:
| 30.0ms | (+ (* 4e-16 t) (* 3.9999999999999997e-32 (pow t 2))) |
| 30.0ms | (+ (* 4e-16 t) (* 3.9999999999999997e-32 (pow t 2))) |
| 30.0ms | (+ (* 4e-16 t) (* 3.9999999999999997e-32 (pow t 2))) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 0.3b
Found 1 expressions with local error:
| 0.2b | (* 3.9999999999999997e-32 (pow t 2)) |
1 calls. Slowest were:
| 3.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
1 calls. Slowest were:
| 15.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
6 calls. Slowest were:
| 3.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
| 3.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
| 3.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
5 alts after pruning (4 fresh and 1 done)
Merged error: 0.1b
Found 1 expressions with local error:
| 0.2b | (* (* 3.9999999999999997e-32 t) t) |
1 calls. Slowest were:
| 2.0ms | (* (* 3.9999999999999997e-32 t) t) |
1 calls. Slowest were:
| 12.0ms | (* (* 3.9999999999999997e-32 t) t) |
3 calls. Slowest were:
| 7.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
| 6.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
| 4.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
5 alts after pruning (3 fresh and 2 done)
Merged error: 0.1b
Found 4 expressions with local error:
| 0.4b | (* (sqrt (* 3.9999999999999997e-32 (pow t 2))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) |
| 0.2b | (* 3.9999999999999997e-32 (pow t 2)) |
| 0.2b | (* 3.9999999999999997e-32 (pow t 2)) |
| 0.1b | (sqrt (* 3.9999999999999997e-32 (pow t 2))) |
4 calls. Slowest were:
| 6.0ms | (* (sqrt (* 3.9999999999999997e-32 (pow t 2))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) |
| 1.0ms | (sqrt (* 3.9999999999999997e-32 (pow t 2))) |
| 1.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
4 calls. Slowest were:
| 60.0ms | (* (sqrt (* 3.9999999999999997e-32 (pow t 2))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) |
| 21.0ms | (sqrt (* 3.9999999999999997e-32 (pow t 2))) |
| 12.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
| 12.0ms | (* 3.9999999999999997e-32 (pow t 2)) |
37 calls. Slowest were:
| 433.0ms | (* (* (* (sqrt (* 3.9999999999999997e-32 (pow t 2))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) (* (* (sqrt (* 3.9999999999999997e-32 (pow t 2))) (sqrt (* 3.9999999999999997e-32 (pow t 2)))) (sqrt (* 3.9999999999999997e-32 (pow t 2))))) |
| 71.0ms | (* (* 3.9999999999999997e-32 (pow t 2)) (* 3.9999999999999997e-32 (pow t 2))) |
| 35.0ms | (* (* 3.9999999999999997e-32 (pow t 2)) (* 3.9999999999999997e-32 (pow t 2))) |
9 alts after pruning (7 fresh and 2 done)
Merged error: 0.0b
0% (0.3b remaining)
Error of 0.3b against oracle of 0.0b and baseline of 0.3b