Details

Time bar (total: 30.7s)

sample143.0ms

Algorithm
intervals
Results
65.0ms967×body80nan
19.0ms288×body80valid

simplify10.7s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

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

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize29.0ms

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)))
0.3b
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
0.3b
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
0.4b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

rewrite227.0ms

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:
64.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
101.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
33.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
24.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

series744.0ms

Counts
4 → 12
Calls
4 calls:
170.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
256.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
215.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
103.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

simplify1.9s

Counts
126 → 126
Iterations

Useful iterations: 2 (747.0ms)

IterNodesCost
03032615
18232480
229582274
done50022274

prune476.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize13.0ms

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))))))))
0.2b
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
0.4b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

rewrite136.0ms

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:
44.0ms
(* 9.0 (- a (/ 1.0 3.0)))
54.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
19.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
16.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

series530.0ms

Counts
4 → 12
Calls
4 calls:
68.0ms
(* 9.0 (- a (/ 1.0 3.0)))
173.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
185.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
103.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

simplify1.9s

Counts
116 → 116
Iterations

Useful iterations: 2 (600.0ms)

IterNodesCost
02712223
17232134
226131938
done50001938

prune477.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9.0 (- a (/ 1.0 3.0)))
0.2b
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
0.4b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
5.7b
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

rewrite333.0ms

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:
43.0ms
(* 9.0 (- a (/ 1.0 3.0)))
31.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
23.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
233.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

series565.0ms

Counts
4 → 12
Calls
4 calls:
61.0ms
(* 9.0 (- a (/ 1.0 3.0)))
176.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
99.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
228.0ms
(* (- 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
221941666
done50011647

prune424.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (- a (/ 1.0 3.0)))
0.1b
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)))
0.3b
(* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)
0.4b
(/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

rewrite370.0ms

Algorithm
rewrite-expression-head
Rules
795×times-frac
608×add-sqr-sqrt
452×sqrt-prod
440×*-un-lft-identity
346×add-cube-cbrt
210×associate-*l*
94×difference-of-squares
47×distribute-lft-out--
22×associate-/l*
21×div-inv
20×add-exp-log add-cbrt-cube
pow1 associate-/r*
unswap-sqr
cbrt-undiv flip3-- sqrt-div div-exp associate-*r* flip--
frac-times prod-exp associate-/r/ cbrt-unprod add-log-exp
flip3-+ associate-*l/ flip-+
associate-*r/ pow-prod-down *-commutative
distribute-rgt-in rem-sqrt-square frac-2neg distribute-lft-in sqrt-pow1 pow1/2 clear-num associate-/l/
Counts
4 → 525
Calls
4 calls:
23.0ms
(sqrt (- a (/ 1.0 3.0)))
67.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)))
168.0ms
(* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)
57.0ms
(/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

series791.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(sqrt (- a (/ 1.0 3.0)))
233.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)))
302.0ms
(* (/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))) rand)
206.0ms
(/ (/ 1.0 (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

simplify2.9s

Counts
537 → 537
Iterations

Useful iterations: 2 (1.5s)

IterNodesCost
063811538
1166710816
2495010564
done500010564

prune2.0s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes109.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify5.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01426
11926
done1926

end0.0ms

sample4.5s

Algorithm
intervals
Results
2.6s27325×body80nan
723.0ms9148×body80valid