


Bits error versus N
if N < 8105.940619307356Initial program 0.1
Initial simplification0.1
rmApplied log1p-udef0.1
Applied diff-log0.1
if 8105.940619307356 < N Initial program 59.5
Initial simplification59.5
rmApplied log1p-udef59.5
Applied diff-log59.3
Taylor expanded around -inf 0.0
Simplified0.0
Final simplification0.1
herbie shell --seed 2018360 +o rules:numerics
(FPCore (N)
:name "2log (problem 3.3.6)"
(- (log (+ N 1)) (log N)))
Time bar (total: 3.3s)Debug log
1 alts after pruning (1 fresh and 0 done)
Merged error: 27.8b
Found 1 expressions with local error:
| 2.4b | (- (log1p N) (log N)) |
1 calls. Slowest were:
| 4.0ms | (- (log1p N) (log N)) |
1 calls. Slowest were:
| 85.0ms | (- (log1p N) (log N)) |
28 calls. Slowest were:
| 139.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
| 113.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
| 83.0ms | (- N (+ (log N) (* 1/2 (pow N 2)))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.0b
Found 2 expressions with local error:
| 2.7b | (log (/ (+ 1 N) N)) |
| 0.0b | (/ (+ 1 N) N) |
2 calls. Slowest were:
| 2.0ms | (/ (+ 1 N) N) |
| 1.0ms | (log (/ (+ 1 N) N)) |
2 calls. Slowest were:
| 47.0ms | (log (/ (+ 1 N) N)) |
| 20.0ms | (/ (+ 1 N) N) |
16 calls. Slowest were:
| 101.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
| 101.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
| 68.0ms | (- N (+ (log N) (* 1/2 (pow N 2)))) |
2 alts after pruning (1 fresh and 1 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.4b | (/ 1/3 N) |
| 0.2b | (/ 1 (* N N)) |
| 0.1b | (fma (/ 1 (* N N)) (+ -1/2 (/ 1/3 N)) (/ 1 N)) |
| 0.0b | (+ -1/2 (/ 1/3 N)) |
4 calls. Slowest were:
| 1.0ms | (+ -1/2 (/ 1/3 N)) |
| 1.0ms | (/ 1 (* N N)) |
| 0.0ms | (/ 1/3 N) |
4 calls. Slowest were:
| 18.0ms | (+ -1/2 (/ 1/3 N)) |
| 14.0ms | (fma (/ 1 (* N N)) (+ -1/2 (/ 1/3 N)) (/ 1 N)) |
| 12.0ms | (/ 1 (* N N)) |
| 7.0ms | (/ 1/3 N) |
14 calls. Slowest were:
| 141.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
| 135.0ms | (- (+ (/ 1 N) (* 1/3 (/ 1 (pow N 3)))) (* 1/2 (/ 1 (pow N 2)))) |
| 87.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
2 alts after pruning (0 fresh and 2 done)
Merged error: 0.0b
100% (0.0b remaining)
Error of 0.1b against oracle of 0.1b and baseline of 29.2b