Details

Time bar (total: 10.4s)

sample20.0ms

Algorithm
intervals
Results
9.0ms277×body80valid

simplify4.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01115
11515
done1515

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.9b

localize9.0ms

Local error

Found 2 expressions with local error:

0.2b
(+ (* a c) (* b d))
24.5b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

rewrite15.0ms

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
flip3-+ associate-/r* flip-+ associate-/l*
pow1 associate-/r/ associate-/l/
cbrt-undiv +-commutative frac-2neg div-exp clear-num sum-log div-inv
Counts
2 → 42
Calls
2 calls:
2.0ms
(+ (* a c) (* b d))
11.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

series114.0ms

Counts
2 → 6
Calls
2 calls:
32.0ms
(+ (* a c) (* b d))
82.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

simplify818.0ms

Counts
48 → 48
Iterations

Useful iterations: 3 (235.0ms)

IterNodesCost
085924
1242906
2754824
32254820
done5000820

prune144.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 24.2b

localize12.0ms

Local error

Found 4 expressions with local error:

0.2b
(+ (* a c) (* b d))
15.3b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
28.1b
(sqrt (+ (* c c) (* d d)))
28.1b
(sqrt (+ (* c c) (* d d)))

rewrite24.0ms

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:
3.0ms
(+ (* a c) (* b d))
12.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
4.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* c c) (* d d)))

series213.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(+ (* a c) (* b d))
106.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
39.0ms
(sqrt (+ (* c c) (* d d)))
36.0ms
(sqrt (+ (* c c) (* d d)))

simplify795.0ms

Counts
96 → 96
Iterations

Useful iterations: 3 (240.0ms)

IterNodesCost
01161780
12811657
27811543
321481527
done50001527

prune302.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 21.1b

localize13.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b))))
15.4b
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b)))
28.1b
(sqrt (+ (* c c) (* d d)))
28.1b
(sqrt (+ (* c c) (* d d)))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
162×times-frac
100×add-sqr-sqrt
98×add-cube-cbrt *-un-lft-identity
54×sqrt-prod
27×associate-/r*
17×add-exp-log
11×associate-/r/ add-cbrt-cube
associate-/l*
flip3-+ div-exp flip-+
pow1
sqrt-div div-inv
cbrt-undiv add-log-exp
rem-sqrt-square rec-exp frac-2neg sqrt-pow1 pow1/2 1-exp clear-num associate-/l/
pow-flip inv-pow
Counts
4 → 193
Calls
4 calls:
14.0ms
(/ 1 (/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b))))
10.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b)))
3.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* c c) (* d d)))

series425.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(/ 1 (/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b))))
75.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* d b)))
33.0ms
(sqrt (+ (* c c) (* d d)))
220.0ms
(sqrt (+ (* c c) (* d d)))

simplify2.5s

Counts
205 → 205
Iterations

Useful iterations: 3 (898.0ms)

IterNodesCost
02425680
15865184
218274723
347284665
done50004665

prune445.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 21.1b

localize20.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ 1 (/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))))
15.3b
(/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))
28.1b
(sqrt (+ (* c c) (* d d)))
28.1b
(sqrt (+ (* d d) (* c c)))

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
753×times-frac
357×add-sqr-sqrt
355×add-cube-cbrt *-un-lft-identity
126×sqrt-prod
83×associate-/r*
49×add-exp-log
36×div-exp
31×associate-/r/
30×sqrt-div
18×div-inv
16×flip3-+ flip-+
15×add-cbrt-cube
13×rec-exp 1-exp
pow1
cbrt-undiv
associate-/l*
pow-flip add-log-exp
rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 clear-num associate-/l/ inv-pow
remove-double-div
Counts
4 → 424
Calls
4 calls:
28.0ms
(/ 1 (/ 1 (/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))))
12.0ms
(/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))
3.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* d d) (* c c)))

series239.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(/ 1 (/ 1 (/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))))
85.0ms
(/ (+ (* d b) (* a c)) (sqrt (+ (* d d) (* c c))))
37.0ms
(sqrt (+ (* c c) (* d d)))
34.0ms
(sqrt (+ (* d d) (* c c)))

simplify2.9s

Counts
436 → 436
Iterations

Useful iterations: 2 (597.0ms)

IterNodesCost
063915435
1150713220
2451010961
done500010961

prune608.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 20.1b

regimes229.0ms

Accuracy

1% (3.6b remaining)

Error of 25.8b against oracle of 22.2b and baseline of 25.8b

bsearch3.0ms

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02356
13056
done3056

end0.0ms

sample477.0ms

Algorithm
intervals
Results
278.0ms8488×body80valid