Details

Time bar (total: 9.0s)

sample21.0ms

Algorithm
intervals
Results
6.0ms60×body1280valid
3.0ms124×body80valid
3.0ms32×body640valid
2.0ms33×body320valid
1.0msbody160valid

simplify5.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
067
197
2107
done107

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 31.7b

localize9.0ms

Local error

Found 3 expressions with local error:

0.3b
(cbrt (+ x 1.0))
0.6b
(cbrt x)
3.5b
(- (cbrt (+ x 1.0)) (cbrt x))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
64×cbrt-prod
56×*-un-lft-identity
42×prod-diff
41×add-sqr-sqrt
33×add-cube-cbrt
distribute-lft-out
fma-neg
add-log-exp
difference-of-squares
pow1 add-exp-log expm1-log1p-u add-cbrt-cube log1p-expm1-u distribute-lft-out--
cbrt-div pow1/3
sub-neg flip3-- flip3-+ diff-log flip-- flip-+
Counts
3 → 99
Calls
3 calls:
2.0ms
(cbrt (+ x 1.0))
1.0ms
(cbrt x)
28.0ms
(- (cbrt (+ x 1.0)) (cbrt x))

series440.0ms

Counts
3 → 9
Calls
3 calls:
95.0ms
(cbrt (+ x 1.0))
185.0ms
(cbrt x)
160.0ms
(- (cbrt (+ x 1.0)) (cbrt x))

simplify1.6s

Counts
108 → 108
Iterations

Useful iterations: done (1.6s)

IterNodesCost
01942160
14341811
210501468
334341273
done50001259

prune236.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 8.8b

localize9.0ms

Local error

Found 4 expressions with local error:

0.1b
(cbrt (pow (- (cbrt (+ x 1.0)) (cbrt x)) 3))
0.3b
(cbrt (+ x 1.0))
0.6b
(cbrt x)
3.5b
(- (cbrt (+ x 1.0)) (cbrt x))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
106×cbrt-prod
74×*-un-lft-identity
61×add-sqr-sqrt
42×prod-diff
37×add-cube-cbrt
12×difference-of-squares
11×distribute-lft-out
10×unpow-prod-down cube-prod
distribute-lft-out--
fma-neg
add-log-exp
pow1 add-exp-log expm1-log1p-u cbrt-div add-cbrt-cube log1p-expm1-u
pow1/3
cube-div flip3-- flip--
cube-mult sub-neg flip3-+ diff-log unpow3 rem-cbrt-cube flip-+ sqr-pow
Counts
4 → 138
Calls
4 calls:
28.0ms
(cbrt (pow (- (cbrt (+ x 1.0)) (cbrt x)) 3))
2.0ms
(cbrt (+ x 1.0))
1.0ms
(cbrt x)
28.0ms
(- (cbrt (+ x 1.0)) (cbrt x))

series599.0ms

Counts
4 → 12
Calls
4 calls:
157.0ms
(cbrt (pow (- (cbrt (+ x 1.0)) (cbrt x)) 3))
92.0ms
(cbrt (+ x 1.0))
185.0ms
(cbrt x)
164.0ms
(- (cbrt (+ x 1.0)) (cbrt x))

simplify750.0ms

Counts
150 → 150
Iterations

Useful iterations: done (745.0ms)

IterNodesCost
02463032
15752401
214792125
done50001963

prune339.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 8.8b

localize15.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))
0.3b
(cbrt (cbrt (+ x 1.0)))
0.6b
(cbrt x)
12.7b
(- (* (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (cbrt (cbrt (+ x 1.0)))) (cbrt x))

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
41×cbrt-prod
33×*-un-lft-identity
25×add-sqr-sqrt
17×add-cube-cbrt
16×cbrt-div
11×pow1
swap-sqr
pow1/3
flip3-+ associate-*r* associate-*l* flip-+ distribute-lft-out
add-exp-log prod-diff add-log-exp
expm1-log1p-u frac-times add-cbrt-cube log1p-expm1-u unswap-sqr
associate-*r/ pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 sub-neg flip3-- pow-plus fma-neg diff-log prod-exp *-commutative flip-- cbrt-unprod
Counts
4 → 108
Calls
4 calls:
21.0ms
(* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))
3.0ms
(cbrt (cbrt (+ x 1.0)))
0.0ms
(cbrt x)
22.0ms
(- (* (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (cbrt (cbrt (+ x 1.0)))) (cbrt x))

series545.0ms

Counts
4 → 12
Calls
4 calls:
111.0ms
(* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))
90.0ms
(cbrt (cbrt (+ x 1.0)))
183.0ms
(cbrt x)
160.0ms
(- (* (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (cbrt (cbrt (+ x 1.0)))) (cbrt x))

simplify768.0ms

Counts
120 → 120
Iterations

Useful iterations: done (764.0ms)

IterNodesCost
02681974
16071794
216491640
done50001596

prune340.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 8.8b

localize13.0ms

Local error

Found 4 expressions with local error:

0.3b
(cbrt (cbrt (+ x 1.0)))
0.6b
(cbrt x)
0.6b
(cbrt x)
31.8b
(fma (cbrt (cbrt (+ x 1.0))) (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (- (cbrt x)))

rewrite5.0ms

Algorithm
rewrite-expression-head
Rules
17×cbrt-prod
10×*-un-lft-identity
add-sqr-sqrt add-cube-cbrt
pow1 add-exp-log expm1-log1p-u cbrt-div add-cbrt-cube log1p-expm1-u add-log-exp
pow1/3
flip3-+ flip-+ fma-udef distribute-lft-out
Counts
4 → 55
Calls
4 calls:
3.0ms
(cbrt (cbrt (+ x 1.0)))
0.0ms
(cbrt x)
1.0ms
(cbrt x)
0.0ms
(fma (cbrt (cbrt (+ x 1.0))) (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (- (cbrt x)))

series722.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(cbrt (cbrt (+ x 1.0)))
181.0ms
(cbrt x)
188.0ms
(cbrt x)
261.0ms
(fma (cbrt (cbrt (+ x 1.0))) (cbrt (* (cbrt (+ x 1.0)) (cbrt (+ x 1.0)))) (- (cbrt x)))

simplify1.5s

Counts
67 → 67
Iterations

Useful iterations: 3 (527.0ms)

IterNodesCost
0172831
1381802
21031735
33058682
done5000682

prune240.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 8.8b

regimes119.0ms

Accuracy

98.2% (0.4b remaining)

Error of 8.9b against oracle of 8.6b and baseline of 29.9b

bsearch59.0ms

Steps
ItersRangePoint
6
0.0591185632533196
0.44834868164545755
0.10532502913683747
8
-133622.27441454158
-436.72743869654124
-3435.2945499089387

simplify4.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
04769
15567
done5567

end0.0ms

sample527.0ms

Algorithm
intervals
Results
185.0ms1680×body1280valid
102.0ms1245×body640valid
89.0ms4078×body80valid
39.0ms660×body320valid
13.0ms337×body160valid