Details

Time bar (total: 14.5s)

sample187.0ms

Algorithm
intervals
Results
17.0ms41×body2560valid
12.0ms186×body80valid
9.0ms28×body1280valid
7.0ms17×body640valid
6.0ms108×body80nan
2.0msbody5120valid
1.0msbody320valid
0.0msbody160valid

simplify71.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
01013
11913
23313
34613
44913
done4913

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 36.3b

localize28.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.8b
(- (* b_2 b_2) (* a c))
1.2b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.0b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite258.0ms

Algorithm
rewrite-expression-head
Rules
79×add-sqr-sqrt
78×*-un-lft-identity
61×prod-diff
58×add-cube-cbrt
38×sqrt-prod
26×distribute-rgt-neg-in
21×distribute-lft-neg-in times-frac
11×fma-neg
10×distribute-lft-out-- add-log-exp difference-of-squares
neg-mul-1 associate-/l*
add-exp-log add-cbrt-cube
pow1
expm1-log1p-u flip3-- flip-- log1p-expm1-u
diff-log associate-/r*
sub-neg sqrt-div associate-/l/
cbrt-undiv associate--l- neg-sub0 rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 div-sub div-exp neg-log clear-num div-inv
Counts
4 → 171
Calls
4 calls:
135.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
12.0ms
(- (* b_2 b_2) (* a c))
66.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series428.0ms

Counts
4 → 12
Calls
4 calls:
131.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
43.0ms
(- (* b_2 b_2) (* a c))
108.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
145.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.7s

Counts
183 → 183
Iterations

Useful iterations: done (1.7s)

IterNodesCost
02425993
15464313
214083549
done50003001

prune507.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.1b

localize15.0ms

Local error

Found 4 expressions with local error:

1.4b
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
5.1b
(/ (/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)) a)
10.3b
(/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
24.0b
(sqrt (fma b_2 b_2 (- (* c a))))

rewrite137.0ms

Algorithm
rewrite-expression-head
Rules
164×add-sqr-sqrt
162×times-frac
129×*-un-lft-identity
95×add-cube-cbrt
34×difference-of-squares
32×sqrt-prod
27×associate-/l*
18×prod-diff
17×distribute-lft-out--
11×add-exp-log add-cbrt-cube
10×associate-/r/
associate-/r*
flip3-- fma-neg flip-- div-inv add-log-exp
pow1
cbrt-undiv expm1-log1p-u div-exp log1p-expm1-u
associate-/l/
frac-2neg clear-num
sub-neg rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 diff-log flip-+
Counts
4 → 217
Calls
4 calls:
12.0ms
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
62.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)) a)
45.0ms
(/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
2.0ms
(sqrt (fma b_2 b_2 (- (* c a))))

series745.0ms

Counts
4 → 12
Calls
4 calls:
92.0ms
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
238.0ms
(/ (/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)) a)
305.0ms
(/ (+ 0 (* a c)) (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
111.0ms
(sqrt (fma b_2 b_2 (- (* c a))))

simplify2.4s

Counts
229 → 229
Iterations

Useful iterations: done (2.4s)

IterNodesCost
03296395
17575450
222075130
done50025015

prune969.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 5.1b

localize18.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ c (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
1.0b
(fma b_2 b_2 (- (* c a)))
1.4b
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
24.0b
(sqrt (fma b_2 b_2 (- (* c a))))

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
18×times-frac prod-diff
10×difference-of-squares
add-exp-log fma-neg associate-/r* add-cbrt-cube add-log-exp
pow1 distribute-lft-out--
expm1-log1p-u log1p-expm1-u
associate-/l*
flip3-- associate-/r/ flip--
cbrt-undiv sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log div-exp clear-num fma-udef div-inv
Counts
4 → 109
Calls
4 calls:
16.0ms
(/ c (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
0.0ms
(fma b_2 b_2 (- (* c a)))
12.0ms
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
2.0ms
(sqrt (fma b_2 b_2 (- (* c a))))

series674.0ms

Counts
4 → 12
Calls
4 calls:
350.0ms
(/ c (- (sqrt (fma b_2 b_2 (- (* c a)))) b_2))
75.0ms
(fma b_2 b_2 (- (* c a)))
141.0ms
(- (sqrt (fma b_2 b_2 (- (* c a)))) b_2)
108.0ms
(sqrt (fma b_2 b_2 (- (* c a))))

simplify2.6s

Counts
121 → 121
Iterations

Useful iterations: done (2.5s)

IterNodesCost
01672224
13341950
27021731
319681653
done50001598

prune400.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 5.1b

localize8.0ms

rewrite0.0ms

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

prune7.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 5.1b

regimes266.0ms

Accuracy

77.2% (5.5b remaining)

Error of 11.3b against oracle of 5.8b and baseline of 30.0b

bsearch101.0ms

Steps
ItersRangePoint
6
1.6855676195581707e-170
7.565529323099765e-170
7.455592343308264e-170
5
-2.3823986784004295e+101
-6.644598008915225e+100
-1.8696623466311214e+101

simplify12.0ms

Iterations

Useful iterations: 1 (5.0ms)

IterNodesCost
02639
13635
23835
done3835

end0.0ms

sample2.9s

Algorithm
intervals
Results
1.1s1051×body2560valid
468.0ms5894×body80valid
263.0ms2996×body80nan
252.0ms835×body1280valid
115.0ms135×body5120valid
113.0ms450×body640valid
44.0ms226×body320valid
14.0ms119×body160valid