


Bits error versus N
Results
if N < 5250.505171858608Initial program 0.1
rmApplied add-sqr-sqrt0.1
if 5250.505171858608 < N Initial program 59.5
Taylor expanded around inf 0.0
Simplified0.0
rmApplied flip--0.0
Applied associate-*r/0.0
Applied frac-sub0.0
Simplified0.0
Simplified0.1
Final simplification0.1
herbie shell --seed 2019002
(FPCore (N)
:name "2log (problem 3.3.6)"
(- (log (+ N 1)) (log N)))
Time bar (total: 18.7s)Debug log
1 calls. Slowest were:
| 8.0ms | (- (log (+ N 1)) (log N)) |
1 alts after pruning (1 fresh and 0 done)
Merged error: 31.9b
Found 2 expressions with local error:
| 2.9b | (- (log (+ N 1)) (log N)) |
| 2.5b | (log (+ N 1)) |
2 calls. Slowest were:
| 10.0ms | (- (log (+ N 1)) (log N)) |
| 2.0ms | (log (+ N 1)) |
2 calls. Slowest were:
| 82.0ms | (- (log (+ N 1)) (log N)) |
| 28.0ms | (log (+ N 1)) |
22 calls. Slowest were:
| 280.0ms | (- (+ (/ 1 N) (log -1)) (+ (* 1/2 (/ 1 (pow N 2))) (log (/ -1 N)))) |
| 203.0ms | (- (/ 1 N) (+ (* 1/2 (/ 1 (pow N 2))) (log (/ 1 N)))) |
| 137.0ms | (- (+ (* 1/3 (/ 1 (pow N 3))) (/ 1 N)) (* 1/2 (/ 1 (pow N 2)))) |
2 alts after pruning (2 fresh and 0 done)
Merged error: 0.0b
Found 4 expressions with local error:
| 0.4b | (/ 1/3 N) |
| 0.2b | (/ 1 (* N N)) |
| 0.1b | (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N))) |
| 0.0b | (- (/ 1 N) (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N)))) |
4 calls. Slowest were:
| 5.0ms | (- (/ 1 N) (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N)))) |
| 5.0ms | (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N))) |
| 1.0ms | (/ 1 (* N N)) |
4 calls. Slowest were:
| 44.0ms | (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N))) |
| 20.0ms | (- (/ 1 N) (* (/ 1 (* N N)) (- 1/2 (/ 1/3 N)))) |
| 11.0ms | (/ 1 (* N N)) |
| 9.0ms | (/ 1/3 N) |
49 calls. Slowest were:
| 535.0ms | (* (/ 1 (* N N)) (- (/ 1/3 N))) |
| 486.0ms | (* (- (/ 1/3 N)) (/ 1 (* N N))) |
| 482.0ms | (* (/ 1 (* N N)) (- (/ 1/3 N))) |
3 alts after pruning (2 fresh and 1 done)
Merged error: 0b
Found 4 expressions with local error:
| 0.4b | (- (+ (/ 1/3 N) 1/2) (/ 1/4 N)) |
| 0.4b | (/ 1/3 N) |
| 0.4b | (/ -1/9 N) |
| 0.2b | (* (/ -1/9 N) (/ 1 N)) |
4 calls. Slowest were:
| 24.0ms | (- (+ (/ 1/3 N) 1/2) (/ 1/4 N)) |
| 3.0ms | (* (/ -1/9 N) (/ 1 N)) |
| 0.0ms | (/ 1/3 N) |
4 calls. Slowest were:
| 21.0ms | (* (/ -1/9 N) (/ 1 N)) |
| 13.0ms | (- (+ (/ 1/3 N) 1/2) (/ 1/4 N)) |
| 13.0ms | (/ -1/9 N) |
| 8.0ms | (/ 1/3 N) |
33 calls. Slowest were:
| 580.0ms | (* (* (* (/ -1/9 N) (/ -1/9 N)) (/ -1/9 N)) (* (* (/ 1 N) (/ 1 N)) (/ 1 N))) |
| 442.0ms | (* (+ (* (/ 1/3 N) (/ 1/3 N)) (- (* 1/2 1/2) (* (/ 1/3 N) 1/2))) N) |
| 344.0ms | (/ -1/9 (pow N 2)) |
3 alts after pruning (1 fresh and 2 done)
Merged error: 0b
Found 4 expressions with local error:
| 19.3b | (- (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) (log N)) |
| 2.5b | (log (+ N 1)) |
| 2.5b | (log (+ N 1)) |
| 0.2b | (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) |
4 calls. Slowest were:
| 13.0ms | (- (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) (log N)) |
| 10.0ms | (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) |
| 2.0ms | (log (+ N 1)) |
4 calls. Slowest were:
| 94.0ms | (- (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) (log N)) |
| 26.0ms | (log (+ N 1)) |
| 24.0ms | (* (sqrt (log (+ N 1))) (sqrt (log (+ N 1)))) |
| 24.0ms | (log (+ N 1)) |
51 calls. Slowest were:
| 257.0ms | (- (+ (/ 1 N) (log -1)) (+ (* 1/2 (/ 1 (pow N 2))) (log (/ -1 N)))) |
| 243.0ms | (- (+ (/ 1 N) (log -1)) (+ (* 1/2 (/ 1 (pow N 2))) (log (/ -1 N)))) |
| 200.0ms | (- (+ (/ 1 N) (log -1)) (+ (* 1/2 (/ 1 (pow N 2))) (log (/ -1 N)))) |
3 alts after pruning (0 fresh and 3 done)
Merged error: 0b
100% (0.0b remaining)
Error of 0.1b against oracle of 0.1b and baseline of 30.7b