Details

Time bar (total: 14.7s)

sample64.0ms

Algorithm
intervals
Results
14.0ms43×body2560valid
10.0ms176×body80valid
8.0ms31×body1280valid
6.0ms106×body80nan
4.0ms18×body640valid
1.0msbody5120valid
1.0msbody320valid
0.0msbody160valid

simplify155.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (37.0ms)

IterNodesCost
01417
12417
24416
37816
49116
59916
done9916

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 37.8b

localize17.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.4b
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
24.7b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite264.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
13×*-un-lft-identity
add-exp-log add-cbrt-cube
add-log-exp
add-cube-cbrt
times-frac sqrt-prod associate-/l* difference-of-squares
pow1
flip3-- flip--
distribute-lft-out--
cbrt-undiv sub-neg sqrt-div diff-log div-exp associate-/l/
rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 div-sub prod-exp clear-num associate-/r* cbrt-unprod div-inv
Counts
4 → 72
Calls
4 calls:
131.0ms
(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
18.0ms
(- (* b b) (* 4.0 (* a c)))
94.0ms
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
18.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series463.0ms

Counts
4 → 12
Calls
4 calls:
177.0ms
(/ (- (sqrt (- (* b b) (* 4.0 (* a c)))) b) (* 2.0 a))
63.0ms
(- (* b b) (* 4.0 (* a c)))
124.0ms
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
99.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify2.9s

Counts
84 → 84
Iterations

Useful iterations: 3 (1.5s)

IterNodesCost
01521592
13851488
212041332
344311324
done50001324

prune434.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.3b

localize4.0ms

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
000
done00

prune20.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 5.3b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
0.8b
(- (* b b) (* 4.0 (* a c)))
1.4b
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
24.7b
(sqrt (- (* b b) (* 4.0 (* a c))))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
60×times-frac
47×add-sqr-sqrt
36×*-un-lft-identity
26×add-cube-cbrt
25×add-exp-log
13×add-cbrt-cube
12×div-exp associate-/r*
10×difference-of-squares
associate-/r/
sqrt-prod add-log-exp
flip3-- flip--
pow1
cbrt-undiv div-inv distribute-lft-out--
rec-exp 1-exp prod-exp associate-/l*
sub-neg sqrt-div diff-log
rem-sqrt-square pow-flip frac-2neg sqrt-pow1 pow1/2 clear-num cbrt-unprod inv-pow
Counts
4 → 118
Calls
4 calls:
78.0ms
(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
17.0ms
(- (* b b) (* 4.0 (* a c)))
72.0ms
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
9.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

series526.0ms

Counts
4 → 12
Calls
4 calls:
222.0ms
(/ 1 (/ (* 2.0 a) (- (sqrt (- (* b b) (* 4.0 (* a c)))) b)))
78.0ms
(- (* b b) (* 4.0 (* a c)))
91.0ms
(- (sqrt (- (* b b) (* 4.0 (* a c)))) b)
135.0ms
(sqrt (- (* b b) (* 4.0 (* a c))))

simplify1.4s

Counts
130 → 130
Iterations

Useful iterations: done (1.4s)

IterNodesCost
02183137
14942801
214322561
done50002481

prune392.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 5.2b

localize8.0ms

Local error

Found 1 expressions with local error:

0.0b
(- (/ c b) (/ b a))

rewrite47.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt
*-un-lft-identity
times-frac
difference-of-squares
add-log-exp
distribute-lft-out--
pow1 add-exp-log add-cube-cbrt sub-neg flip3-- diff-log frac-sub add-cbrt-cube flip--
Counts
1 → 19
Calls
1 calls:
46.0ms
(- (/ c b) (/ b a))

series36.0ms

Counts
1 → 3
Calls
1 calls:
36.0ms
(- (/ c b) (/ b a))

simplify3.6s

Counts
22 → 22
Iterations

Useful iterations: 5 (1.9s)

IterNodesCost
047278
1105273
2230259
3528259
41400259
54344257
done5000257

prune48.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 5.2b

regimes317.0ms

Accuracy

82.2% (6.0b remaining)

Error of 11.9b against oracle of 5.9b and baseline of 39.8b

bsearch137.0ms

Steps
ItersRangePoint
6
1.6855676195581707e-170
7.565529323099765e-170
7.455592343308264e-170
7
-1.8340745317516165e+50
-1.0728429653156412e+49
-1.5476666036365373e+50

simplify7.0ms

Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
02840
13540
done3540

end0.0ms

sample3.6s

Algorithm
intervals
Results
1.1s5876×body80valid
706.0ms1074×body2560valid
499.0ms885×body1280valid
298.0ms3010×body80nan
283.0ms492×body640valid
66.0ms107×body5120valid
53.0ms218×body320valid
16.0ms92×body160valid