Details

Time bar (total: 25.7s)

sample138.0ms

Algorithm
intervals
Results
35.0ms82×body80nan
29.0ms198×body80valid
20.0ms29×body1280valid
13.0ms17×body2560valid
8.0ms13×body640valid
7.0ms10×body320valid
4.0msbody5120valid
3.0ms10×body160valid

simplify93.0ms

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

prune14.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 32.4b

localize49.0ms

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))
2.7b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
22.2b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite217.0ms

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:
118.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
16.0ms
(- (* b b) (* (* c a) 4))
66.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
15.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series425.0ms

Counts
4 → 12
Calls
4 calls:
139.0ms
(/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a)
49.0ms
(- (* b b) (* (* c a) 4))
118.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
118.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.4s

Counts
100 → 100
Iterations
IterNodes
33521
21091
1400
0161

prune1.2s

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

rewrite96.0ms

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:
43.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* c a) 4))) b)))
7.0ms
(- (* b b) (* (* c a) 4))
36.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
7.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series477.0ms

Counts
4 → 12
Calls
4 calls:
209.0ms
(/ 1 (/ a (- (sqrt (- (* b b) (* (* c a) 4))) b)))
76.0ms
(- (* b b) (* (* c a) 4))
117.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
75.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.5s

Counts
178 → 178
Iterations
IterNodes
36102
21878
1647
0265

prune2.1s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 6.3b

localize47.0ms

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))
2.7b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
22.2b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite216.0ms

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:
133.0ms
(* (/ 1 a) (- (sqrt (- (* b b) (* (* c a) 4))) b))
13.0ms
(- (* b b) (* (* c a) 4))
60.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
7.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series468.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(* (/ 1 a) (- (sqrt (- (* b b) (* (* c a) 4))) b))
79.0ms
(- (* b b) (* (* c a) 4))
93.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
101.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify2.1s

Counts
104 → 104
Iterations
IterNodes
34499
21452
1444
0169

prune1.3s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 6.3b

localize28.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (/ 1 a) (/ 1 (- (sqrt (- (* b b) (* (* c a) 4))) b)))
1.2b
(- (* b b) (* (* c a) 4))
2.7b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
22.2b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite158.0ms

Algorithm
rewrite-expression-head
Rules
789×times-frac
493×add-sqr-sqrt
406×*-un-lft-identity
320×add-cube-cbrt
86×difference-of-squares
46×sqrt-prod
44×add-exp-log
43×distribute-lft-out--
40×div-inv
32×div-exp
29×associate-/r/
24×associate-/r*
17×flip3-- flip--
16×add-cbrt-cube
13×associate-/l*
cbrt-undiv rec-exp 1-exp add-log-exp
pow1
insert-posit16
sub-neg sqrt-div diff-log
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 associate-/l/
Counts
4 → 427
Calls
4 calls:
50.0ms
(/ (/ 1 a) (/ 1 (- (sqrt (- (* b b) (* (* c a) 4))) b)))
7.0ms
(- (* b b) (* (* c a) 4))
65.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
13.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series472.0ms

Counts
4 → 12
Calls
4 calls:
172.0ms
(/ (/ 1 a) (/ 1 (- (sqrt (- (* b b) (* (* c a) 4))) b)))
70.0ms
(- (* b b) (* (* c a) 4))
121.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
109.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.7s

Counts
439 → 439
Iterations
IterNodes
23605
11752
0594

prune5.2s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 6.3b

regimes371.0ms

Accuracy

78.1% (6.1b remaining)

Error of 11.9b against oracle of 5.8b and baseline of 33.5b

bsearch331.0ms

Steps
ItersRangePoint
3
1.897422751335727e-16
2.3824489835354504e-16
1.922674299151799e-16
7
4.1266326978064226e-111
9.799836324706106e-110
4.664677641347216e-111
8
9.808312070140145e-191
3.260010576758525e-187
3.207624111695675e-187
10
-4.8388360275630777e+135
-9.113678877832951e+119
-1.3725796156555912e+127

simplify14.0ms

Iterations
IterNodes
252
152
041

end0.0ms

sample4.5s

Algorithm
intervals
Results
1.3s5930×body80valid
989.0ms1043×body2560valid
552.0ms886×body1280valid
530.0ms121×body5120valid
365.0ms2880×body80nan
258.0ms495×body640valid
101.0ms202×body320valid
54.0ms116×body160valid