Details

Time bar (total: 17.4s)

sample162.0ms

Algorithm
intervals
Results
14.0ms39×body2560valid
10.0ms177×body80valid
5.0ms104×body80nan
5.0ms23×body1280valid
4.0ms16×body640valid
2.0msbody5120valid
1.0msbody320valid
1.0msbody160valid

simplify55.0ms

Counts
1 → 1
Iterations
IterNodes
done34
534
432
330
223
115
010

prune24.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 33.2b

localize36.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
0.4b
(- (* b_2 b_2) (* a c))
1.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.3b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite221.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
40×*-un-lft-identity
30×add-cube-cbrt
20×sqrt-prod
19×prod-diff
18×times-frac
10×difference-of-squares
add-log-exp
fma-neg
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
expm1-log1p-u flip3-- log1p-expm1-u flip--
associate-/r*
sub-neg sqrt-div diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp div-inv
Counts
4 → 118
Calls
4 calls:
107.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
7.0ms
(- (* b_2 b_2) (* a c))
72.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
24.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series403.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(/ (- (sqrt (- (* b_2 b_2) (* a c))) b_2) a)
48.0ms
(- (* b_2 b_2) (* a c))
112.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
120.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.3s

Counts
130 → 130
Iterations
IterNodes
done5007
21420
1491
0195

prune752.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 6.2b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
0.4b
(- (* b_2 b_2) (* a c))
1.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.3b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite246.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
32×*-un-lft-identity
27×add-cube-cbrt
19×prod-diff
17×sqrt-prod
13×associate-*r* add-exp-log
11×times-frac
add-cbrt-cube
add-log-exp
pow1 fma-neg
associate-*l*
flip3-- flip--
expm1-log1p-u prod-exp log1p-expm1-u difference-of-squares
unswap-sqr
frac-times sub-neg sqrt-div diff-log div-exp associate-*l/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ un-div-inv *-commutative div-inv
Counts
4 → 119
Calls
4 calls:
139.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
12.0ms
(- (* b_2 b_2) (* a c))
72.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
18.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series391.0ms

Counts
4 → 12
Calls
4 calls:
150.0ms
(* (- (sqrt (- (* b_2 b_2) (* a c))) b_2) (/ 1 a))
55.0ms
(- (* b_2 b_2) (* a c))
118.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
67.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.6s

Counts
131 → 131
Iterations
IterNodes
done5000
21633
1557
0215

prune682.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 6.2b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
0.4b
(- (* b_2 b_2) (* a c))
1.5b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
21.3b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite149.0ms

Algorithm
rewrite-expression-head
Rules
144×times-frac
137×add-sqr-sqrt
110×*-un-lft-identity
84×add-cube-cbrt
28×sqrt-prod
26×difference-of-squares
24×associate-/r*
19×prod-diff
15×add-exp-log
13×distribute-lft-out--
add-cbrt-cube associate-/r/
add-log-exp
flip3-- fma-neg div-exp flip--
pow1
div-inv
expm1-log1p-u log1p-expm1-u
cbrt-undiv associate-/l*
rec-exp sub-neg sqrt-div diff-log 1-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-flip inv-pow
Counts
4 → 196
Calls
4 calls:
68.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
6.0ms
(- (* b_2 b_2) (* a c))
49.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
16.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series407.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(/ 1 (/ a (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
45.0ms
(- (* b_2 b_2) (* a c))
88.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
78.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.7s

Counts
208 → 208
Iterations
IterNodes
done5001
22167
1741
0299

prune733.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 6.1b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
0.4b
(- (* b_2 b_2) (* a c))
7.9b
(- (/ (sqrt (- (* b_2 b_2) (* a c))) a) (/ b_2 a))
21.3b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite191.0ms

Algorithm
rewrite-expression-head
Rules
481×times-frac
378×add-sqr-sqrt
366×*-un-lft-identity
358×add-cube-cbrt
287×prod-diff
143×sqrt-prod
39×div-inv
23×fma-neg
add-log-exp
add-cbrt-cube add-exp-log associate-/l* difference-of-squares
pow1
expm1-log1p-u flip3-- sqrt-div log1p-expm1-u flip-- distribute-lft-out--
associate-/r*
sub-neg diff-log associate-/l/
cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 distribute-rgt-out-- pow1/2 div-exp frac-sub sub-div
Counts
4 → 411
Calls
4 calls:
26.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
13.0ms
(- (* b_2 b_2) (* a c))
98.0ms
(- (/ (sqrt (- (* b_2 b_2) (* a c))) a) (/ b_2 a))
9.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series433.0ms

Counts
4 → 12
Calls
4 calls:
167.0ms
(/ (sqrt (- (* b_2 b_2) (* a c))) a)
64.0ms
(- (* b_2 b_2) (* a c))
125.0ms
(- (/ (sqrt (- (* b_2 b_2) (* a c))) a) (/ b_2 a))
77.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.3s

Counts
423 → 423
Iterations
IterNodes
done5000
22652
11134
0499

prune2.1s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 6.1b

regimes522.0ms

Accuracy

83.7% (4.6b remaining)

Error of 10.2b against oracle of 5.6b and baseline of 34.0b

bsearch147.0ms

Steps
ItersRangePoint
10
2.044647849876085e-45
1.359053137570048e-33
6.407662420749315e-35
10
-8.897020078895062e+156
-1.101416214509623e+146
-8.035809894237901e+152

simplify8.0ms

Iterations
IterNodes
done27
127
024

end0.0ms

sample2.7s

Algorithm
intervals
Results
682.0ms2884×body80nan
510.0ms5806×body80valid
479.0ms1030×body2560valid
308.0ms885×body1280valid
206.0ms507×body640valid
54.0ms118×body5120valid
38.0ms215×body320valid
14.0ms123×body160valid