Details

Time bar (total: 3.1s)

sample21.0ms

Algorithm
intervals
Results
8.0ms271×body80valid

simplify4.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0157
1157

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.6b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.5b
(+ (* a c) (* b d))
27.1b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

rewrite50.0ms

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:
8.0ms
(+ (* c c) (* d d))
10.0ms
(+ (* a c) (* b d))
31.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

series130.0ms

Counts
3 → 9
Calls
3 calls:
25.0ms
(+ (* c c) (* d d))
30.0ms
(+ (* a c) (* b d))
75.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

simplify130.0ms

Algorithm
egg-herbie
Counts
62 → 62
Iterations

Useful iterations: 2 (28.0ms)

IterNodesCost
0272527
11164479
24451477
35003477

prune171.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 26.9b

localize12.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (* a c) (* b d))
16.5b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
29.1b
(sqrt (+ (* c c) (* d d)))
29.1b
(sqrt (+ (* c c) (* d d)))

rewrite59.0ms

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:
7.0ms
(+ (* a c) (* b d))
34.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
8.0ms
(sqrt (+ (* c c) (* d d)))
8.0ms
(sqrt (+ (* c c) (* d d)))

series199.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ (* a c) (* b d))
103.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
32.0ms
(sqrt (+ (* c c) (* d d)))
33.0ms
(sqrt (+ (* c c) (* d d)))

simplify82.0ms

Algorithm
egg-herbie
Counts
96 → 96
Iterations

Useful iterations: 2 (23.0ms)

IterNodesCost
0273893
1868840
22693828
35001828

prune271.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 23.8b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.5b
(+ (* a c) (* b d))
0.5b
(/ 1 (/ (+ (* c c) (* d d)) (+ (* a c) (* b d))))
26.8b
(/ (+ (* c c) (* d d)) (+ (* a c) (* b d)))

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
56×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
18×associate-/r*
17×add-exp-log
11×associate-/r/ add-cbrt-cube
flip3-+ div-exp flip-+ add-log-exp
div-inv associate-/l*
pow1
cbrt-undiv
+-commutative rec-exp frac-2neg 1-exp clear-num sum-log associate-/l/
pow-flip inv-pow
Counts
4 → 137
Calls
4 calls:
8.0ms
(+ (* c c) (* d d))
7.0ms
(+ (* a c) (* b d))
24.0ms
(/ 1 (/ (+ (* c c) (* d d)) (+ (* a c) (* b d))))
33.0ms
(/ (+ (* c c) (* d d)) (+ (* a c) (* b d)))

series229.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(+ (* c c) (* d d))
32.0ms
(+ (* a c) (* b d))
121.0ms
(/ 1 (/ (+ (* c c) (* d d)) (+ (* a c) (* b d))))
52.0ms
(/ (+ (* c c) (* d d)) (+ (* a c) (* b d)))

simplify67.0ms

Algorithm
egg-herbie
Counts
149 → 149
Iterations

Useful iterations: 2 (51.0ms)

IterNodesCost
05181821
126321656
250011569

prune275.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 23.8b

localize13.0ms

Local error

Found 4 expressions with local error:

0.5b
(+ (* a c) (* b d))
16.6b
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
29.1b
(sqrt (+ (* c c) (* d d)))
29.1b
(sqrt (+ (* c c) (* d d)))

rewrite50.0ms

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)))
10.0ms
(sqrt (+ (* c c) (* d d)))

series170.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ (* a c) (* b d))
72.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
33.0ms
(sqrt (+ (* c c) (* d d)))
35.0ms
(sqrt (+ (* c c) (* d d)))

simplify70.0ms

Algorithm
egg-herbie
Counts
96 → 96
Iterations

Useful iterations: 2 (21.0ms)

IterNodesCost
0263883
1831838
22301833
35001833

prune264.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 23.8b

regimes151.0ms

Accuracy

5.2% (3.0b remaining)

Error of 26.1b against oracle of 23.2b and baseline of 26.3b

bsearch39.0ms

Steps
ItersRangePoint
9
1.5573442921053222e+108
1.6915545349539934e+113
2.182311556201444e+112

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02118
12118

end0.0ms

sample554.0ms

Algorithm
intervals
Results
273.0ms8510×body80valid