Details

Time bar (total: 3.1s)

sample20.0ms

Algorithm
intervals
Results
9.0ms271×body80valid

simplify10.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0197
1367
2487
3667
4727
5727

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.3b

localize9.0ms

Local error

Found 2 expressions with local error:

0.5b
(- (* b c) (* a d))
27.8b
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

rewrite16.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-exp-log add-cbrt-cube add-log-exp
associate-/r* associate-/l*
pow1 flip3-- associate-/r/ flip-- associate-/l/
cbrt-undiv sub-neg frac-2neg flip3-+ diff-log div-sub div-exp clear-num flip-+ div-inv
Counts
2 → 44
Calls
2 calls:
2.0ms
(- (* b c) (* a d))
13.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

series129.0ms

Counts
2 → 6
Calls
2 calls:
44.0ms
(- (* b c) (* a d))
85.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

simplify97.0ms

Algorithm
egg-herbie
Counts
50 → 50
Iterations

Useful iterations: 2 (24.0ms)

IterNodesCost
0251464
1938427
23504426
35001426

prune147.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 27.5b

localize12.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (* b c) (* a d))
17.3b
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
31.4b
(sqrt (+ (* c c) (* d d)))
31.4b
(sqrt (+ (* c c) (* d d)))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
18×times-frac sqrt-prod
pow1 add-exp-log sqrt-div associate-/r* add-cbrt-cube add-log-exp
flip3-+ flip-+ associate-/l*
rem-sqrt-square flip3-- sqrt-pow1 pow1/2 associate-/r/ flip-- associate-/l/
cbrt-undiv sub-neg frac-2neg diff-log div-sub div-exp clear-num div-inv
Counts
4 → 86
Calls
4 calls:
3.0ms
(- (* b c) (* a d))
11.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
3.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* c c) (* d d)))

series239.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(- (* b c) (* a d))
117.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
36.0ms
(sqrt (+ (* c c) (* d d)))
42.0ms
(sqrt (+ (* c c) (* d d)))

simplify97.0ms

Algorithm
egg-herbie
Counts
98 → 98
Iterations

Useful iterations: 2 (26.0ms)

IterNodesCost
0304910
1990857
23354845
35001845

prune296.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 24.9b

localize11.0ms

Local error

Found 3 expressions with local error:

0.5b
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
0.5b
(- (* b c) (* a d))
27.5b
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
55×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
18×associate-/r*
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
div-exp
flip3-- flip-- div-inv associate-/l*
add-log-exp
pow1 cbrt-undiv
rec-exp frac-2neg 1-exp clear-num associate-/l/
sub-neg pow-flip flip3-+ diff-log flip-+ inv-pow
Counts
3 → 127
Calls
3 calls:
11.0ms
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
3.0ms
(- (* b c) (* a d))
11.0ms
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

series246.0ms

Counts
3 → 9
Calls
3 calls:
149.0ms
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
39.0ms
(- (* b c) (* a d))
57.0ms
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

simplify58.0ms

Algorithm
egg-herbie
Counts
136 → 136
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
04781748
121501599
250021511

prune276.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 24.9b

localize13.0ms

Local error

Found 4 expressions with local error:

0.5b
(- (* b c) (* a d))
17.3b
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
31.4b
(sqrt (+ (* c c) (* d d)))
31.4b
(sqrt (+ (* c c) (* d d)))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
18×times-frac sqrt-prod
pow1 add-exp-log sqrt-div associate-/r* add-cbrt-cube add-log-exp
flip3-+ flip-+ associate-/l*
rem-sqrt-square flip3-- sqrt-pow1 pow1/2 associate-/r/ flip-- associate-/l/
cbrt-undiv sub-neg frac-2neg diff-log div-sub div-exp clear-num div-inv
Counts
4 → 86
Calls
4 calls:
2.0ms
(- (* b c) (* a d))
11.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
4.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* c c) (* d d)))

series240.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(- (* b c) (* a d))
118.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
36.0ms
(sqrt (+ (* c c) (* d d)))
40.0ms
(sqrt (+ (* c c) (* d d)))

simplify98.0ms

Algorithm
egg-herbie
Counts
98 → 98
Iterations

Useful iterations: 2 (26.0ms)

IterNodesCost
0304910
1990857
23354845
35001845

prune294.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 24.9b

regimes215.0ms

Accuracy

27.2% (2.4b remaining)

Error of 25.3b against oracle of 22.9b and baseline of 26.2b

bsearch2.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03439
13539
23539

end0.0ms

sample508.0ms

Algorithm
intervals
Results
294.0ms8457×body80valid