Details

Time bar (total: 21.3s)

sample133.0ms

Algorithm
intervals
Results
37.0ms29×body1280valid
28.0ms198×body80valid
14.0ms17×body2560valid
11.0ms82×body80nan
8.0ms13×body640valid
4.0ms10×body320valid
4.0msbody5120valid
3.0ms10×body160valid

simplify108.0ms

Counts
1 → 1
Iterations
IterNodes
895
795
694
592
484
367
243
124
014

prune19.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.4b

localize45.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
1.2b
(- (* b b) (* (* 4 a) c))
2.7b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt
26×*-un-lft-identity
18×times-frac
16×add-cube-cbrt
10×difference-of-squares
sqrt-prod add-log-exp
add-cbrt-cube add-exp-log associate-/l*
pow1 distribute-lft-out--
flip3-- insert-posit16 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 → 88
Calls
4 calls:
77.0ms
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
7.0ms
(- (* b b) (* (* 4 a) c))
42.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
12.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series434.0ms

Counts
4 → 12
Calls
4 calls:
146.0ms
(/ (- (sqrt (- (* b b) (* (* 4 a) c))) b) a)
62.0ms
(- (* b b) (* (* 4 a) c))
134.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
90.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.6s

Counts
100 → 100
Iterations
IterNodes
33741
21127
1394
0161

prune1.3s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 6.3b

localize57.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b)))
1.2b
(- (* b b) (* (* 4 a) c))
2.7b
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
144×times-frac
123×add-sqr-sqrt
96×*-un-lft-identity
70×add-cube-cbrt
26×difference-of-squares
24×associate-/r*
16×sqrt-prod
15×add-exp-log
13×distribute-lft-out--
add-cbrt-cube associate-/r/
add-log-exp
flip3-- div-exp flip--
pow1
div-inv
insert-posit16
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 → 166
Calls
4 calls:
66.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b)))
16.0ms
(- (* b b) (* (* 4 a) c))
42.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
8.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series488.0ms

Counts
4 → 12
Calls
4 calls:
205.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* 4 a) c))) b)))
53.0ms
(- (* b b) (* (* 4 a) c))
115.0ms
(- (sqrt (- (* b b) (* (* 4 a) c))) b)
115.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify2.6s

Counts
178 → 178
Iterations
IterNodes
36120
21836
1644
0265

prune2.3s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.3b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (/ 1 a) (- (sqrt (+ (* (* -4 a) c) (* b b))) b))
1.2b
(+ (* (* -4 a) c) (* b b))
2.7b
(- (sqrt (+ (* (* -4 a) c) (* b b))) b)
22.2b
(sqrt (+ (* (* -4 a) c) (* b b)))

rewrite324.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*l* add-exp-log add-cube-cbrt
11×times-frac
add-cbrt-cube
add-log-exp
pow1
associate-*r*
sqrt-prod
prod-exp insert-posit16 difference-of-squares
sub-neg flip3-- flip-- unswap-sqr
distribute-rgt-in frac-times distribute-lft-in flip3-+ sqrt-div div-exp associate-*r/ cbrt-unprod flip-+ distribute-lft-out--
cbrt-undiv +-commutative rem-sqrt-square rec-exp sum-log sqrt-pow1 pow1/2 diff-log 1-exp pow-prod-down associate-*l/ *-commutative div-inv
Counts
4 → 91
Calls
4 calls:
201.0ms
(* (/ 1 a) (- (sqrt (+ (* (* -4 a) c) (* b b))) b))
14.0ms
(+ (* (* -4 a) c) (* b b))
83.0ms
(- (sqrt (+ (* (* -4 a) c) (* b b))) b)
23.0ms
(sqrt (+ (* (* -4 a) c) (* b b)))

series451.0ms

Counts
4 → 12
Calls
4 calls:
151.0ms
(* (/ 1 a) (- (sqrt (+ (* (* -4 a) c) (* b b))) b))
77.0ms
(+ (* (* -4 a) c) (* b b))
112.0ms
(- (sqrt (+ (* (* -4 a) c) (* b b))) b)
111.0ms
(sqrt (+ (* (* -4 a) c) (* b b)))

simplify1.6s

Counts
103 → 103
Iterations
IterNodes
33868
21182
1414
0157

prune917.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 6.1b

localize30.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* b b) (* (* 4 a) c))) a)
1.2b
(- (* b b) (* (* 4 a) c))
7.1b
(- (/ (sqrt (- (* b b) (* (* 4 a) c))) a) (/ b a))
22.2b
(sqrt (- (* b b) (* (* 4 a) c)))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
42×add-sqr-sqrt
31×times-frac
30×*-un-lft-identity
22×add-cube-cbrt
17×sqrt-prod
add-log-exp
add-cbrt-cube add-exp-log associate-/l* difference-of-squares
pow1
flip3-- sqrt-div insert-posit16 flip-- distribute-lft-out--
associate-/r* div-inv
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 → 97
Calls
4 calls:
13.0ms
(/ (sqrt (- (* b b) (* (* 4 a) c))) a)
7.0ms
(- (* b b) (* (* 4 a) c))
45.0ms
(- (/ (sqrt (- (* b b) (* (* 4 a) c))) a) (/ b a))
12.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

series440.0ms

Counts
4 → 12
Calls
4 calls:
158.0ms
(/ (sqrt (- (* b b) (* (* 4 a) c))) a)
64.0ms
(- (* b b) (* (* 4 a) c))
131.0ms
(- (/ (sqrt (- (* b b) (* (* 4 a) c))) a) (/ b a))
87.0ms
(sqrt (- (* b b) (* (* 4 a) c)))

simplify1.7s

Counts
109 → 109
Iterations
IterNodes
33416
21130
1410
0179

prune1.2s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 6.1b

regimes315.0ms

Accuracy

89.6% (2.9b remaining)

Error of 8.7b against oracle of 5.8b and baseline of 33.8b

bsearch357.0ms

Steps
ItersRangePoint
6
1.890398075878753e+149
8.723340275486535e+149
1.9081232567651569e+149
7
2.2186536445016797e-183
5.112611773443175e-182
4.634052056998666e-182
10
-4.8388360275630777e+135
-9.113678877832951e+119
-1.3725796156555912e+127

simplify17.0ms

Iterations
IterNodes
250
150
041

end0.0ms

sample4.6s

Algorithm
intervals
Results
1.0s5930×body80valid
1.0s1043×body2560valid
873.0ms2880×body80nan
786.0ms886×body1280valid
284.0ms495×body640valid
118.0ms121×body5120valid
111.0ms202×body320valid
31.0ms116×body160valid