Details

Time bar (total: 7.1s)

sample63.0ms

Algorithm
intervals
Results
24.0ms788×body80nan
10.0ms283×body80valid

simplify107.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02710
17610
221110
353010
4106510
5219810
6379410
7500110
done500110

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize21.0ms

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

rewrite175.0ms

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:
48.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
39.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
62.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
23.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series507.0ms

Counts
4 → 12
Calls
4 calls:
115.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)))
70.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
180.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
143.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify94.0ms

Counts
134 → 134
Iterations

Useful iterations: 2 (81.0ms)

IterNodesCost
08601389
137741282
250011276
done50011276

prune405.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0b

localize10.0ms

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
(/ (* 1.0 rand) (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

rewrite205.0ms

Algorithm
rewrite-expression-head
Rules
92×add-sqr-sqrt
84×*-un-lft-identity
78×add-cube-cbrt prod-diff
60×times-frac
42×distribute-rgt-in distribute-lft-in
13×add-exp-log add-cbrt-cube
11×pow1
10×associate-*r*
associate-*l*
associate-*r/
div-inv
flip3-- flip--
expm1-log1p-u frac-times sqrt-div associate-/r* log1p-expm1-u add-log-exp difference-of-squares
flip3-+ pow-prod-down prod-exp sqrt-prod cbrt-unprod flip-+
cbrt-undiv sub-neg sqrt-pow1 div-exp associate-*l/ associate-/r/ *-commutative distribute-lft-out-- unswap-sqr
frac-2neg pow1/2 clear-num distribute-lft-out associate-/l*
Counts
4 → 183
Calls
4 calls:
46.0ms
(* 9.0 (- a (/ 1.0 3.0)))
88.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (/ (* 1.0 rand) (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))
41.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
21.0ms
(/ (* 1.0 rand) (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

series427.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(* 9.0 (- a (/ 1.0 3.0)))
121.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (/ (* 1.0 rand) (sqrt (* 9.0 (- a (/ 1.0 3.0)))))))
68.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
198.0ms
(/ (* 1.0 rand) (sqrt (* 9.0 (- a (/ 1.0 3.0)))))

simplify50.0ms

Counts
195 → 195
Iterations

Useful iterations: 1 (27.0ms)

IterNodesCost
011573007
150012366
done50012366

prune383.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0b

localize11.0ms

Local error

Found 3 expressions with local error:

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

rewrite327.0ms

Algorithm
rewrite-expression-head
Rules
163×times-frac
126×add-sqr-sqrt
102×sqrt-prod
86×*-un-lft-identity
58×add-cube-cbrt
26×difference-of-squares
14×add-exp-log add-cbrt-cube
13×distribute-lft-out--
11×div-inv
10×associate-/l*
associate-/r*
pow1 associate-*l*
cbrt-undiv flip3-- div-exp flip--
frac-times sqrt-div associate-*r*
expm1-log1p-u flip3-+ flip-+ log1p-expm1-u add-log-exp
associate-*r/ associate-*l/ prod-exp associate-/r/ cbrt-unprod
distribute-rgt-in rem-sqrt-square frac-2neg distribute-lft-in sqrt-pow1 pow1/2 pow-prod-down clear-num *-commutative associate-/l/ distribute-lft-out unswap-sqr
Counts
3 → 184
Calls
3 calls:
22.0ms
(sqrt (- a (/ 1.0 3.0)))
261.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (/ (/ (* 1.0 rand) (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))))
32.0ms
(/ (/ (* 1.0 rand) (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

series416.0ms

Counts
3 → 9
Calls
3 calls:
37.0ms
(sqrt (- a (/ 1.0 3.0)))
151.0ms
(* (- a (/ 1.0 3.0)) (+ 1.0 (/ (/ (* 1.0 rand) (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))))
228.0ms
(/ (/ (* 1.0 rand) (sqrt 9.0)) (sqrt (- a (/ 1.0 3.0))))

simplify117.0ms

Counts
193 → 193
Iterations

Useful iterations: 2 (92.0ms)

IterNodesCost
010162567
145392406
250012404
done50012404

prune465.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.1b
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
0.2b
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
0.2b
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
10.6b
(* (- a (/ 1.0 3.0)) (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand))

rewrite289.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
26×times-frac
25×*-un-lft-identity
24×associate-*l*
23×add-cube-cbrt
20×add-exp-log add-cbrt-cube
14×pow1
sqrt-prod
associate-*r/ prod-exp cbrt-unprod
sqrt-div associate-*l/
flip3-- pow-prod-down flip--
expm1-log1p-u associate-*r* associate-/r* associate-/r/ log1p-expm1-u add-log-exp
cbrt-undiv div-exp associate-/l*
frac-times sqrt-pow1 *-commutative div-inv difference-of-squares unswap-sqr
frac-2neg pow1/2 clear-num distribute-lft-out--
Counts
4 → 119
Calls
4 calls:
38.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
60.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
16.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
171.0ms
(* (- a (/ 1.0 3.0)) (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand))

series549.0ms

Counts
4 → 12
Calls
4 calls:
71.0ms
(sqrt (* 9.0 (- a (/ 1.0 3.0))))
180.0ms
(* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand)
139.0ms
(/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0)))))
159.0ms
(* (- a (/ 1.0 3.0)) (* (/ 1.0 (sqrt (* 9.0 (- a (/ 1.0 3.0))))) rand))

simplify74.0ms

Counts
131 → 131
Iterations

Useful iterations: 2 (63.0ms)

IterNodesCost
07871284
131571135
250021129
done50021129

prune361.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

regimes60.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify1.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01711
11711
done1711

end0.0ms

sample1.9s

Algorithm
intervals
Results
840.0ms27229×body80nan
309.0ms9117×body80valid