Details

Time bar (total: 4.7s)

sample26.0ms

Algorithm
intervals
Results
14.0ms268×body80valid

simplify4.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0157
1157

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.1b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.5b
(+ (* a c) (* b d))
26.7b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-log-exp
add-exp-log add-cbrt-cube
flip3-+ flip-+
pow1 associate-/r* associate-/l*
+-commutative sum-log associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
3 → 53
Calls
3 calls:
9.0ms
(+ (* c c) (* d d))
7.0ms
(+ (* a c) (* b d))
31.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

series124.0ms

Counts
3 → 9
Calls
3 calls:
23.0ms
(+ (* c c) (* d d))
31.0ms
(+ (* a c) (* b d))
69.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

simplify135.0ms

Algorithm
egg-herbie
Counts
62 → 62
Iterations

Useful iterations: 2 (31.0ms)

IterNodesCost
0272527
11164479
24451477
35003477

prune334.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 26.3b

localize16.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (* a c) (* b d))
15.0b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
29.4b
(sqrt (+ (* c c) (* d d)))
29.4b
(sqrt (+ (* c c) (* d d)))

rewrite60.0ms

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 sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv +-commutative frac-2neg div-exp clear-num sum-log div-inv
Counts
4 → 84
Calls
4 calls:
8.0ms
(+ (* a c) (* b d))
31.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
8.0ms
(sqrt (+ (* c c) (* d d)))
8.0ms
(sqrt (+ (* c c) (* d d)))

series195.0ms

Counts
4 → 12
Calls
4 calls:
34.0ms
(+ (* a c) (* b d))
98.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
31.0ms
(sqrt (+ (* c c) (* d d)))
32.0ms
(sqrt (+ (* c c) (* d d)))

simplify86.0ms

Algorithm
egg-herbie
Counts
96 → 96
Iterations

Useful iterations: 2 (26.0ms)

IterNodesCost
0273893
1868840
22693828
35001828

prune670.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 23.3b

localize18.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (* a c) (* b d))
15.1b
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
29.4b
(sqrt (+ (* c c) (* d d)))
29.4b
(sqrt (+ (* c c) (* d d)))

rewrite47.0ms

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 add-cbrt-cube associate-/l* add-log-exp
flip3-+ flip-+
associate-/r*
rem-sqrt-square sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv +-commutative frac-2neg div-exp clear-num sum-log div-inv
Counts
4 → 84
Calls
4 calls:
7.0ms
(+ (* a c) (* b d))
22.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
8.0ms
(sqrt (+ (* c c) (* d d)))
8.0ms
(sqrt (+ (* c c) (* d d)))

series167.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ (* a c) (* b d))
72.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
31.0ms
(sqrt (+ (* c c) (* d d)))
35.0ms
(sqrt (+ (* c c) (* d d)))

simplify75.0ms

Algorithm
egg-herbie
Counts
96 → 96
Iterations

Useful iterations: 2 (24.0ms)

IterNodesCost
0263883
1831838
22301833
35001833

prune706.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 23.3b

localize13.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (* a c) (* b d))
15.0b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
29.4b
(sqrt (+ (* c c) (* d d)))
29.4b
(sqrt (+ (* c c) (* d d)))

rewrite60.0ms

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 sqrt-pow1 pow1/2 associate-/r/ associate-/l/
cbrt-undiv +-commutative frac-2neg div-exp clear-num sum-log div-inv
Counts
4 → 84
Calls
4 calls:
8.0ms
(+ (* a c) (* b d))
34.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
7.0ms
(sqrt (+ (* c c) (* d d)))
8.0ms
(sqrt (+ (* c c) (* d d)))

series196.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ (* a c) (* b d))
105.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
30.0ms
(sqrt (+ (* c c) (* d d)))
31.0ms
(sqrt (+ (* c c) (* d d)))

simplify83.0ms

Algorithm
egg-herbie
Counts
96 → 96
Iterations

Useful iterations: 2 (24.0ms)

IterNodesCost
0273893
1868840
22693828
35001828

prune644.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 23.3b

regimes388.0ms

Accuracy

9% (2.8b remaining)

Error of 26.0b against oracle of 23.1b and baseline of 26.3b

bsearch64.0ms

Steps
ItersRangePoint
8
2.242660121450062e+98
3.0720461753252265e+102
2.2911804001361654e+102

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02519
12519

end0.0ms

sample567.0ms

Algorithm
intervals
Results
359.0ms8467×body80valid