Details

Time bar (total: 28.8s)

sample175.0ms

Algorithm
intervals
Results
93.0ms899×body80nan
22.0ms293×body80valid

simplify10.1s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01320
12720
27220
318820
441720
577220
6149620
7249020
8340220
9472420
done500020

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.2b

localize12.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
0.1b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
0.3b
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

rewrite185.0ms

Algorithm
rewrite-expression-head
Rules
36×add-sqr-sqrt
26×*-un-lft-identity times-frac
24×add-cube-cbrt associate-*l*
13×add-exp-log add-cbrt-cube
11×pow1
associate-*r/ sqrt-prod
flip3-- sqrt-div associate-*r* flip--
frac-times associate-/r* associate-/r/ add-log-exp
flip3-+ pow-prod-down associate-*l/ prod-exp cbrt-unprod flip-+ associate-/l* unswap-sqr
cbrt-undiv sqrt-pow1 div-exp *-commutative div-inv difference-of-squares
distribute-rgt-in frac-2neg distribute-lft-in pow1/2 clear-num distribute-lft-out--
Counts
4 → 114
Calls
4 calls:
53.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
17.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
88.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
22.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series670.0ms

Counts
4 → 12
Calls
4 calls:
151.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
109.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
252.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
158.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify2.2s

Counts
126 → 126
Iterations

Useful iterations: 2 (742.0ms)

IterNodesCost
03032615
18232480
229602274
done50022274

prune548.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9.0 (- a (/ 1.0 3.0)))
0.1b
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
0.1b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

rewrite200.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
21×*-un-lft-identity
17×add-cube-cbrt
14×times-frac
11×pow1
10×add-exp-log add-cbrt-cube
associate-*r* associate-*l*
associate-*r/
flip3-- flip--
sqrt-prod
frac-times sqrt-div associate-/r* add-log-exp difference-of-squares
distribute-rgt-in distribute-lft-in flip3-+ pow-prod-down flip-+ associate-/l*
sub-neg sqrt-pow1 associate-*l/ prod-exp associate-/r/ *-commutative cbrt-unprod distribute-lft-out-- unswap-sqr
cbrt-undiv frac-2neg pow1/2 div-exp clear-num div-inv
Counts
4 → 104
Calls
4 calls:
63.0ms
(* 9.0 (- a (/ 1.0 3.0)))
75.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
22.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
33.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series591.0ms

Counts
4 → 12
Calls
4 calls:
85.0ms
(* 9.0 (- a (/ 1.0 3.0)))
160.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
91.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
255.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify1.8s

Counts
116 → 116
Iterations

Useful iterations: 2 (562.0ms)

IterNodesCost
02712223
17232134
226201938
done50021938

prune544.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9.0 (- a (/ 1.0 3.0)))
0.1b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
7.1b
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

rewrite316.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
20×*-un-lft-identity
17×add-exp-log add-cbrt-cube
16×add-cube-cbrt
14×pow1 times-frac
10×associate-*r/
associate-*l*
associate-*r*
prod-exp cbrt-unprod
flip3-- pow-prod-down sqrt-prod flip--
sqrt-div associate-/r* add-log-exp difference-of-squares
associate-/l*
cbrt-undiv distribute-rgt-in frac-times sub-neg distribute-lft-in sqrt-pow1 div-exp associate-*l/ associate-/r/ *-commutative distribute-lft-out--
frac-2neg pow1/2 clear-num div-inv unswap-sqr
Counts
4 → 101
Calls
4 calls:
62.0ms
(* 9.0 (- a (/ 1.0 3.0)))
12.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
26.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
210.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

series628.0ms

Counts
4 → 12
Calls
4 calls:
60.0ms
(* 9.0 (- a (/ 1.0 3.0)))
110.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
208.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
249.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

simplify1.4s

Counts
113 → 113
Iterations

Useful iterations: done (1.4s)

IterNodesCost
02681952
16701878
221971666
done50011647

prune472.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0b

localize29.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b
(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
0.8b
(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))
7.1b
(* (- a (/ 1.0 3.0)) (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))))

rewrite507.0ms

Algorithm
rewrite-expression-head
Rules
109×times-frac
68×add-sqr-sqrt
65×*-un-lft-identity
63×add-cube-cbrt
45×add-exp-log
25×add-cbrt-cube
19×associate-/r*
17×sqrt-prod
15×div-exp prod-exp
13×pow1
associate-*r/
cbrt-undiv cbrt-unprod associate-/l*
associate-*l* div-inv
flip3-- flip--
frac-times rec-exp sqrt-div 1-exp pow-prod-down add-log-exp
un-div-inv
frac-2neg sqrt-pow1 associate-*l/ clear-num associate-/l/ difference-of-squares
pow-flip pow1/2 associate-*r* associate-/r/ *-commutative distribute-lft-out-- inv-pow
Counts
4 → 171
Calls
4 calls:
18.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
18.0ms
(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
31.0ms
(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))
424.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))))

series820.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
216.0ms
(/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand)
261.0ms
(/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))
240.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ 1 (/ (sqrt (* 9.0 (- a (/ 1.0 3.0)))) rand))))

simplify1.7s

Counts
183 → 183
Iterations

Useful iterations: done (1.7s)

IterNodesCost
03983998
19733583
228553162
done50013138

prune531.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

regimes107.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify3.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01426
11626
done1626

end0.0ms

sample5.2s

Algorithm
intervals
Results
2.9s27268×body80nan
952.0ms9112×body80valid