Details

Time bar (total: 18.8s)

sample177.0ms

Algorithm
intervals
Results
20.0ms31×body2560valid
19.0ms198×body80valid
13.0ms28×body1280valid
11.0ms87×body80nan
8.0ms18×body640valid
2.0msbody5120valid
2.0msbody320valid
1.0msbody160valid

simplify76.0ms

Counts
1 → 1
Iterations
IterNodes
done44
444
341
232
118
010

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.5b

localize22.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
0.4b
(- (* b_2 b_2) (* a c))
1.1b
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite116.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
37×*-un-lft-identity
21×times-frac
17×add-cube-cbrt
10×distribute-lft-out-- add-log-exp difference-of-squares
sqrt-prod
associate-/l*
add-cbrt-cube add-exp-log
pow1 distribute-rgt-neg-in
flip3-- insert-posit16 flip--
associate-/r* diff-log
sub-neg sqrt-div associate-/l/
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 div-sub div-exp neg-log div-inv
Counts
4 → 95
Calls
4 calls:
61.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
14.0ms
(- (* b_2 b_2) (* a c))
30.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
9.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series359.0ms

Counts
4 → 12
Calls
4 calls:
109.0ms
(/ (- (- b_2) (sqrt (- (* b_2 b_2) (* a c)))) a)
46.0ms
(- (* b_2 b_2) (* a c))
103.0ms
(- (- b_2) (sqrt (- (* b_2 b_2) (* a c))))
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.7s

Counts
107 → 107
Iterations
IterNodes
done5005
33743
21046
1388
0162

prune554.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 6.5b

localize19.0ms

Local error

Found 4 expressions with local error:

0.4b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
4.1b
(/ (/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
10.9b
(/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite204.0ms

Algorithm
rewrite-expression-head
Rules
66×times-frac
57×add-sqr-sqrt
42×*-un-lft-identity
28×add-cube-cbrt
18×add-cbrt-cube add-exp-log
14×difference-of-squares
13×associate-/l*
10×associate-/r/ sqrt-prod
associate-/r*
cbrt-undiv flip3-- div-exp flip-- distribute-lft-out--
div-inv add-log-exp
pow1
insert-posit16
clear-num frac-2neg sqrt-div prod-exp cbrt-unprod
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log associate-/l/
Counts
4 → 131
Calls
4 calls:
44.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
74.0ms
(/ (/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
77.0ms
(/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
7.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series680.0ms

Counts
4 → 12
Calls
4 calls:
105.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
239.0ms
(/ (/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2)) a)
254.0ms
(/ (* a c) (- (sqrt (- (* b_2 b_2) (* a c))) b_2))
82.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.0s

Counts
143 → 143
Iterations
IterNodes
done5001
22110
1614
0241

prune699.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 6.5b

localize45.0ms

Local error

Found 4 expressions with local error:

0.4b
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
1.7b
(* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
4.1b
(/ (* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))) a)
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite215.0ms

Algorithm
rewrite-expression-head
Rules
40×add-sqr-sqrt
26×*-un-lft-identity
24×associate-*r*
22×times-frac
18×add-cbrt-cube add-exp-log add-cube-cbrt
difference-of-squares
pow1 sqrt-prod
add-log-exp
cbrt-undiv div-exp
prod-exp cbrt-unprod insert-posit16 distribute-lft-out--
associate-/r* flip3-- associate-*l* flip--
sqrt-div associate-*r/ associate-/r/ div-inv unswap-sqr
rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 pow1/2 diff-log pow-prod-down *-commutative associate-/l* associate-/l/
Counts
4 → 101
Calls
4 calls:
58.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
109.0ms
(* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
32.0ms
(/ (* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))) a)
15.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series658.0ms

Counts
4 → 12
Calls
4 calls:
99.0ms
(- (sqrt (- (* b_2 b_2) (* a c))) b_2)
243.0ms
(* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2)))
217.0ms
(/ (* a (/ c (- (sqrt (- (* b_2 b_2) (* a c))) b_2))) a)
96.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify2.1s

Counts
113 → 113
Iterations
IterNodes
done5001
21675
1537
0207

prune602.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 6.5b

localize32.0ms

Local error

Found 4 expressions with local error:

5.0b
(/ (* a (/ c (- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2))) a)
5.4b
(exp (log (sqrt (- (* b_2 b_2) (* a c)))))
14.8b
(- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2)
24.5b
(sqrt (- (* b_2 b_2) (* a c)))

rewrite189.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×add-cbrt-cube add-exp-log
12×*-un-lft-identity
10×add-cube-cbrt
log-prod exp-sum
pow1 sqrt-prod
exp-prod add-log-exp
cbrt-undiv sqrt-div div-exp insert-posit16
associate-/r* times-frac flip3-- log-pow flip-- difference-of-squares
log-div sqrt-pow1 pow1/2 exp-diff prod-exp cbrt-unprod
rem-sqrt-square clear-num sub-neg frac-2neg diff-log associate-*r/ div-inv associate-/l* distribute-lft-out-- rem-exp-log associate-/l/
Counts
4 → 81
Calls
4 calls:
58.0ms
(/ (* a (/ c (- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2))) a)
23.0ms
(exp (log (sqrt (- (* b_2 b_2) (* a c)))))
94.0ms
(- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2)
12.0ms
(sqrt (- (* b_2 b_2) (* a c)))

series550.0ms

Counts
4 → 12
Calls
4 calls:
213.0ms
(/ (* a (/ c (- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2))) a)
109.0ms
(exp (log (sqrt (- (* b_2 b_2) (* a c)))))
128.0ms
(- (exp (log (sqrt (- (* b_2 b_2) (* a c))))) b_2)
100.0ms
(sqrt (- (* b_2 b_2) (* a c)))

simplify1.9s

Counts
93 → 93
Iterations
IterNodes
done5016
21582
1444
0190

prune368.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 6.5b

regimes502.0ms

Accuracy

87.8% (3.4b remaining)

Error of 9.1b against oracle of 5.7b and baseline of 33.2b

bsearch281.0ms

Steps
ItersRangePoint
9
6.2301214455520334e+75
1.9082112581546424e+85
8.016779424032652e+82
9
-7.352001906045209e-176
-4.997881658352918e-184
-3.407079315314288e-176
8
-4.850690055273968e+74
-2.747294314478889e+71
-4.2887136042886476e+71

simplify17.0ms

Iterations
IterNodes
done46
146
038

end0.0ms

sample3.7s

Algorithm
intervals
Results
940.0ms1060×body2560valid
708.0ms5839×body80valid
695.0ms456×body640valid
580.0ms889×body1280valid
279.0ms2843×body80nan
145.0ms114×body5120valid
74.0ms228×body320valid
26.0ms121×body160valid