Details

Time bar (total: 25.5s)

sample95.0ms

Algorithm
intervals
Results
30.0ms34×body2560valid
20.0ms198×body80valid
15.0ms29×body1280valid
9.0ms91×body80nan
3.0msbody640valid
2.0msbody320valid
2.0msbody5120valid
1.0msbody160valid

simplify145.0ms

Counts
1 → 1
Iterations
IterNodes
898
798
697
595
487
370
243
124
014

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 37.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
1.2b
(- (* b b) (* (* c a) 4))
1.3b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
27.8b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite161.0ms

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:
84.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
12.0ms
(- (* b b) (* (* c a) 4))
54.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
7.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series389.0ms

Counts
4 → 12
Calls
4 calls:
143.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
68.0ms
(- (* b b) (* (* c a) 4))
99.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
78.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.5s

Counts
100 → 100
Iterations
IterNodes
33565
21088
1398
0161

prune868.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 7.7b

localize53.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
1.2b
(- (* b b) (* (* c a) 4))
1.3b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
27.8b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite188.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
18×*-un-lft-identity
13×associate-*r* add-exp-log add-cube-cbrt
11×times-frac
add-cbrt-cube
add-log-exp
pow1
associate-*l*
flip3-- sqrt-prod flip--
prod-exp insert-posit16 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 → 89
Calls
4 calls:
113.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
15.0ms
(- (* b b) (* (* c a) 4))
43.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
16.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series368.0ms

Counts
4 → 12
Calls
4 calls:
117.0ms
(* (- (sqrt (- (* b b) (* (* c a) 4))) b) (/ 1 a))
66.0ms
(- (* b b) (* (* c a) 4))
109.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
76.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify3.3s

Counts
101 → 101
Iterations
IterNodes
35062
21496
1461
0181

prune986.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 7.7b

localize45.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (/ 1 a) (- (sqrt (- (* b b) (* (* c a) 4))) b))
1.2b
(- (* b b) (* (* c a) 4))
1.3b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
27.8b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite195.0ms

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*
flip3-- sqrt-prod flip--
sub-neg prod-exp insert-posit16 difference-of-squares
unswap-sqr
distribute-rgt-in frac-times distribute-lft-in sqrt-div diff-log div-exp associate-*r/ cbrt-unprod distribute-lft-out--
cbrt-undiv rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*l/ *-commutative div-inv
Counts
4 → 92
Calls
4 calls:
139.0ms
(* (/ 1 a) (- (sqrt (- (* b b) (* (* c a) 4))) b))
9.0ms
(- (* b b) (* (* c a) 4))
37.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
7.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series410.0ms

Counts
4 → 12
Calls
4 calls:
160.0ms
(* (/ 1 a) (- (sqrt (- (* b b) (* (* c a) 4))) b))
54.0ms
(- (* b b) (* (* c a) 4))
91.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
105.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.3s

Counts
104 → 104
Iterations
IterNodes
33875
21288
1443
0169

prune935.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 7.7b

localize44.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ a (- (sqrt (- (* b b) (* (* c a) 4))) b)))
1.2b
(- (* b b) (* (* c a) 4))
1.3b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
27.8b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite130.0ms

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:
56.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* c a) 4))) b)))
14.0ms
(- (* b b) (* (* c a) 4))
46.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series470.0ms

Counts
4 → 12
Calls
4 calls:
192.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* c a) 4))) b)))
66.0ms
(- (* b b) (* (* c a) 4))
100.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
112.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify5.7s

Counts
178 → 178
Iterations
IterNodes
35448
21712
1646
0265

prune1.4s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 7.7b

regimes839.0ms

Accuracy

82.3% (4.9b remaining)

Error of 10.5b against oracle of 5.6b and baseline of 33.5b

bsearch223.0ms

Steps
ItersRangePoint
8
2.764110880089542e-64
2.3245141193625934e-60
2.0617732603635578e-61
9
-229886301330938.94
-710549284.1101115
-227369802444031.66

simplify11.0ms

Iterations
IterNodes
448
348
244
140
031

end0.0ms

sample4.7s

Algorithm
intervals
Results
1.0s5886×body80valid
989.0ms1054×body2560valid
846.0ms908×body1280valid
545.0ms2993×body80nan
481.0ms232×body320valid
324.0ms446×body640valid
145.0ms110×body5120valid
31.0ms113×body160valid