Details

Time bar (total: 15.7s)

sample31.0ms

Algorithm
intervals
Results
14.0ms276×body80valid

simplify9.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01115
11515
done1515

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.4b

localize22.0ms

Local error

Found 2 expressions with local error:

0.6b
(+ (* a c) (* b d))
28.7b
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

rewrite99.0ms

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:
17.0ms
(+ (* a c) (* b d))
80.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

series188.0ms

Counts
2 → 6
Calls
2 calls:
62.0ms
(+ (* a c) (* b d))
125.0ms
(/ (+ (* a c) (* b d)) (+ (* c c) (* d d)))

simplify1.7s

Counts
48 → 48
Iterations

Useful iterations: 3 (621.0ms)

IterNodesCost
085924
1232906
2767824
32337820
done5001820

prune228.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 28.5b

localize20.0ms

Local error

Found 4 expressions with local error:

0.6b
(+ (* a c) (* b d))
18.4b
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
30.6b
(sqrt (+ (* c c) (* d d)))
30.6b
(sqrt (+ (* c c) (* d d)))

rewrite109.0ms

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:
17.0ms
(+ (* a c) (* b d))
65.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
16.0ms
(sqrt (+ (* c c) (* d d)))
8.0ms
(sqrt (+ (* c c) (* d d)))

series311.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(+ (* a c) (* b d))
163.0ms
(/ (+ (* a c) (* b d)) (sqrt (+ (* c c) (* d d))))
49.0ms
(sqrt (+ (* c c) (* d d)))
51.0ms
(sqrt (+ (* c c) (* d d)))

simplify1.7s

Counts
96 → 96
Iterations

Useful iterations: 3 (574.0ms)

IterNodesCost
01161780
12751649
27771541
320521525
done50001525

prune418.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 25.7b

localize45.0ms

Local error

Found 4 expressions with local error:

0.6b
(+ (* a c) (* b d))
18.4b
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
30.6b
(sqrt (+ (* c c) (* d d)))
30.6b
(sqrt (+ (* c c) (* d d)))

rewrite77.0ms

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:
8.0ms
(+ (* a c) (* b d))
34.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
16.0ms
(sqrt (+ (* c c) (* d d)))
16.0ms
(sqrt (+ (* c c) (* d d)))

series274.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(+ (* a c) (* b d))
122.0ms
(/ (sqrt (+ (* c c) (* d d))) (+ (* a c) (* b d)))
44.0ms
(sqrt (+ (* c c) (* d d)))
62.0ms
(sqrt (+ (* c c) (* d d)))

simplify4.6s

Counts
96 → 96
Iterations

Useful iterations: 3 (533.0ms)

IterNodesCost
01141774
12651656
27231554
317311540
445771540
done50001540

prune566.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 25.7b

localize22.0ms

Local error

Found 4 expressions with local error:

0.6b
(+ (* a c) (* b d))
18.5b
(* (+ (* a c) (* b d)) (/ 1 (sqrt (+ (* c c) (* d d)))))
30.6b
(sqrt (+ (* c c) (* d d)))
30.6b
(sqrt (+ (* c c) (* d d)))

rewrite170.0ms

Algorithm
rewrite-expression-head
Rules
34×add-sqr-sqrt
24×associate-*r*
22×*-un-lft-identity times-frac
20×add-cube-cbrt
17×sqrt-prod
13×add-exp-log
add-cbrt-cube
pow1
flip3-+ sqrt-div flip-+ add-log-exp
unswap-sqr
prod-exp
associate-*l*
frac-times rem-sqrt-square sqrt-pow1 pow1/2 div-exp associate-*l/ associate-/r/ cbrt-unprod
cbrt-undiv +-commutative rec-exp 1-exp associate-*r/ pow-prod-down sum-log un-div-inv *-commutative div-inv
Counts
4 → 94
Calls
4 calls:
15.0ms
(+ (* a c) (* b d))
102.0ms
(* (+ (* a c) (* b d)) (/ 1 (sqrt (+ (* c c) (* d d)))))
16.0ms
(sqrt (+ (* c c) (* d d)))
29.0ms
(sqrt (+ (* c c) (* d d)))

series353.0ms

Counts
4 → 12
Calls
4 calls:
61.0ms
(+ (* a c) (* b d))
169.0ms
(* (+ (* a c) (* b d)) (/ 1 (sqrt (+ (* c c) (* d d)))))
55.0ms
(sqrt (+ (* c c) (* d d)))
66.0ms
(sqrt (+ (* c c) (* d d)))

simplify3.0s

Counts
106 → 106
Iterations

Useful iterations: 3 (1.7s)

IterNodesCost
01451886
13781642
211531474
337711458
done50001458

prune393.0ms

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 25.7b

regimes304.0ms

Accuracy

17.5% (2.7b remaining)

Error of 25.8b against oracle of 23.1b and baseline of 26.3b

bsearch3.0ms

simplify6.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02156
12956
done2956

end0.0ms

sample1.0s

Algorithm
intervals
Results
643.0ms8489×body80valid