Details

Time bar (total: 27.5s)

sample83.0ms

Algorithm
intervals
Results
35.0ms838×body80nan
13.0ms292×body80valid

simplify5.5s

Counts
1 → 1
Iterations

Useful iterations: 2 (10.0ms)

IterNodesCost
01320
12720
27619
320619
450319
599219
6208019
7344919
done500019

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
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)))))
0.6b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

rewrite285.0ms

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--
expm1-log1p-u frac-times associate-/r* associate-/r/ log1p-expm1-u 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 → 122
Calls
4 calls:
92.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
109.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
17.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
62.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

series820.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
319.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
205.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
101.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

simplify2.4s

Counts
134 → 134
Iterations

Useful iterations: done (2.4s)

IterNodesCost
03112723
18602576
231112342
done50012340

prune509.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9.0 (- a (/ 1.0 3.0)))
0.0b
(* (- 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)))))
0.6b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

rewrite252.0ms

Algorithm
rewrite-expression-head
Rules
99×add-sqr-sqrt
89×*-un-lft-identity
85×add-cube-cbrt
78×prod-diff
68×times-frac
42×distribute-rgt-in distribute-lft-in
11×pow1
10×add-exp-log add-cbrt-cube
associate-*r* associate-*l*
associate-*r/
div-inv
flip3-- flip--
sqrt-prod
expm1-log1p-u frac-times sqrt-div associate-/r* log1p-expm1-u add-log-exp difference-of-squares
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
Counts
4 → 190
Calls
4 calls:
71.0ms
(* 9.0 (- a (/ 1.0 3.0)))
83.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
18.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
61.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

series593.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(* 9.0 (- a (/ 1.0 3.0)))
197.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0))))))))
220.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
106.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))

simplify2.6s

Counts
202 → 202
Iterations

Useful iterations: done (2.6s)

IterNodesCost
04955689
111275171
236473969
done50003617

prune574.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0b

localize23.0ms

Local error

Found 3 expressions with local error:

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

rewrite177.0ms

Algorithm
rewrite-expression-head
Rules
403×times-frac
310×add-sqr-sqrt
234×sqrt-prod
232×*-un-lft-identity
182×add-cube-cbrt
50×difference-of-squares
25×distribute-lft-out--
22×associate-/l*
11×div-inv
10×add-exp-log add-cbrt-cube
associate-/r*
pow1 associate-*l*
flip3-- flip--
frac-times sqrt-div
cbrt-undiv expm1-log1p-u flip3-+ div-exp associate-*r* flip-+ log1p-expm1-u add-log-exp
associate-*r/ associate-*l/ associate-/r/
distribute-rgt-in rem-sqrt-square frac-2neg distribute-lft-in sqrt-pow1 pow1/2 pow-prod-down prod-exp clear-num *-commutative cbrt-unprod associate-/l/ unswap-sqr
Counts
3 → 301
Calls
3 calls:
27.0ms
(sqrt (- a (/ 1.0 3.0)))
77.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ (/ rand (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))))))
50.0ms
(/ (/ rand (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

series550.0ms

Counts
3 → 9
Calls
3 calls:
52.0ms
(sqrt (- a (/ 1.0 3.0)))
222.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* 1.0 (/ (/ rand (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0)))))))
276.0ms
(/ (/ rand (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

simplify2.1s

Counts
310 → 310
Iterations

Useful iterations: done (2.0s)

IterNodesCost
04977824
112457159
237956954
done50006952

prune1.1s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 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)))))
0.6b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
9.0b
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

rewrite402.0ms

Algorithm
rewrite-expression-head
Rules
96×add-sqr-sqrt
88×*-un-lft-identity
84×add-cube-cbrt
78×prod-diff
68×times-frac
41×distribute-rgt-in distribute-lft-in
17×add-exp-log add-cbrt-cube
14×pow1
10×associate-*r/
associate-*l*
associate-*r* div-inv
prod-exp cbrt-unprod
flip3-- pow-prod-down sqrt-prod flip--
expm1-log1p-u sqrt-div associate-/r* log1p-expm1-u add-log-exp difference-of-squares
associate-/l*
cbrt-undiv frac-times sub-neg sqrt-pow1 div-exp associate-*l/ associate-/r/ *-commutative distribute-lft-out--
frac-2neg pow1/2 clear-num unswap-sqr
Counts
4 → 187
Calls
4 calls:
101.0ms
(* 9.0 (- a (/ 1.0 3.0)))
23.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
46.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
208.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

series756.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(* 9.0 (- a (/ 1.0 3.0)))
269.0ms
(/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
135.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
287.0ms
(* (- a (/ 1.0 3.0)) (* 1.0 (/ rand (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))

simplify3.1s

Counts
199 → 199
Iterations

Useful iterations: done (3.1s)

IterNodesCost
04925414
110704914
231953723
done50013200

prune576.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes76.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify6.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01421
11721
done1721

end0.0ms

sample5.0s

Algorithm
intervals
Results
2.8s27510×body80nan
921.0ms9104×body80valid