Average Error: 0.3 → 0.0
Time: 4.7s
Precision: 64
Internal Precision: 128
\[\log x - \log \left(\log x\right)\]
↓
\[\log \left(\frac{x}{\log x}\right)\]

Error

Bits error versus x

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Derivation

  1. Initial program 0.3

    \[\log x - \log \left(\log x\right)\]
  2. Using strategy rm

  3. Applied diff-log0.0

    \[\leadsto \color{blue}{\log \left(\frac{x}{\log x}\right)}\]

  4. Final simplification0.0

    \[\leadsto \log \left(\frac{x}{\log x}\right)\]

Reproduce

herbie shell --seed 2019004 
(FPCore (x)
  :name "Jmat.Real.lambertw, estimator"
  (- (log x) (log (log x))))

Details

Time bar (total: 4.4s)Debug log

sample98.0ms

Algorithm
intervals

simplify3.0ms

Counts
1 → 1
Calls

1 calls. Slowest were:

3.0ms
(- (log x) (log (log x)))

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize14.0ms

Local error

Found 2 expressions with local error:

0.2b
(- (log x) (log (log x)))
0.0b
(log (log x))

rewrite10.0ms

Algorithm
rewrite-expression-head
Counts
2 → 30
Calls

2 calls. Slowest were:

8.0ms
(- (log x) (log (log x)))
2.0ms
(log (log x))

series784.0ms

Counts
2 → 6
Calls

2 calls. Slowest were:

481.0ms
(- (log x) (log (log x)))
303.0ms
(log (log x))

simplify346.0ms

Counts
18 → 36
Calls

18 calls. Slowest were:

245.0ms
(- (log -1) (+ (log (- (log -1) (log (/ -1 x)))) (log (/ -1 x))))
28.0ms
(- (+ (log (/ 1 x)) (log (- (log (/ 1 x))))))
24.0ms
(log (- (log -1) (log (/ -1 x))))

prune298.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0b

localize6.0ms

Local error

Found 1 expressions with local error:

0.3b
(/ x (log x))

rewrite1.0ms

Algorithm
rewrite-expression-head
Counts
1 → 13
Calls

1 calls. Slowest were:

1.0ms
(/ x (log x))

series274.0ms

Counts
1 → 3
Calls

1 calls. Slowest were:

274.0ms
(/ x (log x))

simplify84.0ms

Counts
6 → 16
Calls

6 calls. Slowest were:

44.0ms
(/ x (- (log -1) (log (/ -1 x))))
34.0ms
(* -1 (/ x (log (/ 1 x))))
2.0ms
(sqrt (log x))

prune151.0ms

Pruning

2 alts after pruning (0 fresh and 2 done)

Merged error: 0b

regimes75.0ms

Accuracy

0% (0.0b remaining)

Error of 0.0b against oracle of 0.0b and baseline of 0.0b

bsearch1.0ms

end0.0ms

sample2.3s

Algorithm
intervals