Details

Time bar (total: 15.3s)

sample137.0ms

Algorithm
intervals
Results
46.0ms43×body2560valid
27.0ms190×body80valid
19.0ms25×body1280valid
11.0ms85×body80nan
7.0ms13×body640valid
4.0ms11×body320valid
3.0msbody5120valid
0.0msbody160valid

simplify96.0ms

Counts
1 → 1
Iterations
IterNodes
done98
798
697
595
487
370
243
124
014

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.2b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a) 2)
0.5b
(- (sqrt (- (* b b) (* (* c a) 4))) b)
1.0b
(- (* b b) (* (* c a) 4))
24.5b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite142.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
121×add-sqr-sqrt
94×*-un-lft-identity
68×add-cube-cbrt
26×difference-of-squares
22×associate-/l*
16×sqrt-prod
13×distribute-lft-out--
add-cbrt-cube add-exp-log
add-log-exp
pow1 div-inv
insert-posit16
cbrt-undiv associate-/r* flip3-- div-exp flip--
sub-neg sqrt-div diff-log div-sub
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 associate-/l/
Counts
4 → 153
Calls
4 calls:
67.0ms
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a) 2)
53.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
11.0ms
(- (* b b) (* (* c a) 4))
8.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series381.0ms

Counts
4 → 12
Calls
4 calls:
131.0ms
(/ (/ (- (sqrt (- (* b b) (* (* c a) 4))) b) a) 2)
90.0ms
(- (sqrt (- (* b b) (* (* c a) 4))) b)
58.0ms
(- (* b b) (* (* c a) 4))
102.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.1s

Counts
165 → 165
Iterations
IterNodes
done2001
22001
1676
0278

prune884.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.5b

localize41.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (- (sqrt (- (* b b) (* 4 (* a c)))) b) (/ (/ 1 a) 2))
0.5b
(- (sqrt (- (* b b) (* 4 (* a c)))) b)
1.0b
(- (* b b) (* 4 (* a c)))
24.5b
(sqrt (- (* b b) (* 4 (* a c))))

rewrite214.0ms

Algorithm
rewrite-expression-head
Rules
71×times-frac
62×add-sqr-sqrt
46×*-un-lft-identity
43×associate-*r*
41×add-cube-cbrt
19×add-exp-log
13×add-cbrt-cube
add-log-exp
pow1
div-exp associate-*l*
flip3-- prod-exp sqrt-prod flip--
insert-posit16 div-inv difference-of-squares unswap-sqr
cbrt-undiv cbrt-unprod
frac-times sub-neg sqrt-div diff-log associate-*l/ distribute-lft-out--
rem-sqrt-square rec-exp sqrt-pow1 pow1/2 1-exp pow-prod-down associate-*r/ *-commutative
Counts
4 → 121
Calls
4 calls:
146.0ms
(* (- (sqrt (- (* b b) (* 4 (* a c)))) b) (/ (/ 1 a) 2))
42.0ms
(- (sqrt (- (* b b) (* 4 (* a c)))) b)
16.0ms
(- (* b b) (* 4 (* a c)))
8.0ms
(sqrt (- (* b b) (* 4 (* a c))))

series476.0ms

Counts
4 → 12
Calls
4 calls:
146.0ms
(* (- (sqrt (- (* b b) (* 4 (* a c)))) b) (/ (/ 1 a) 2))
133.0ms
(- (sqrt (- (* b b) (* 4 (* a c)))) b)
83.0ms
(- (* b b) (* 4 (* a c)))
113.0ms
(sqrt (- (* b b) (* 4 (* a c))))

simplify915.0ms

Counts
133 → 133
Iterations
IterNodes
done2000
22000
1724
0263

prune697.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 5.5b

localize49.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* b b) (* 4 (* a c)))
1.0b
(- (* b b) (* 4 (* a c)))
24.5b
(sqrt (- (* b b) (* 4 (* a c))))
24.5b
(sqrt (- (* b b) (* 4 (* a c))))

rewrite67.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip--
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
Counts
4 → 58
Calls
4 calls:
18.0ms
(- (* b b) (* 4 (* a c)))
17.0ms
(- (* b b) (* 4 (* a c)))
15.0ms
(sqrt (- (* b b) (* 4 (* a c))))
15.0ms
(sqrt (- (* b b) (* 4 (* a c))))

series365.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(- (* b b) (* 4 (* a c)))
86.0ms
(- (* b b) (* 4 (* a c)))
107.0ms
(sqrt (- (* b b) (* 4 (* a c))))
113.0ms
(sqrt (- (* b b) (* 4 (* a c))))

simplify1.5s

Counts
70 → 70
Iterations
IterNodes
done2005
42005
31783
2454
1156
061

prune564.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.5b

localize38.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* b b) (* (* c a) 4))
1.0b
(- (* b b) (* (* c a) 4))
24.5b
(sqrt (- (* b b) (* (* c a) 4)))
24.5b
(sqrt (- (* b b) (* (* c a) 4)))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-- add-cbrt-cube sqrt-div add-exp-log insert-posit16 flip--
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 diff-log
Counts
4 → 58
Calls
4 calls:
15.0ms
(- (* b b) (* (* c a) 4))
17.0ms
(- (* b b) (* (* c a) 4))
16.0ms
(sqrt (- (* b b) (* (* c a) 4)))
15.0ms
(sqrt (- (* b b) (* (* c a) 4)))

series322.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(- (* b b) (* (* c a) 4))
69.0ms
(- (* b b) (* (* c a) 4))
108.0ms
(sqrt (- (* b b) (* (* c a) 4)))
88.0ms
(sqrt (- (* b b) (* (* c a) 4)))

simplify1.4s

Counts
70 → 70
Iterations
IterNodes
done2001
42001
31900
2486
1161
063

prune430.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 5.5b

regimes325.0ms

Accuracy

82.4% (4.9b remaining)

Error of 10.3b against oracle of 5.4b and baseline of 33.3b

bsearch256.0ms

Steps
ItersRangePoint
10
1.3859530517218358e-142
9.527435083115218e-125
9.354082991670835e-125
8
-4.336983712965787e+155
-6.488343844980391e+152
-9.088000531423294e+152

simplify9.0ms

Iterations
IterNodes
done28
128
024

end0.0ms

sample4.8s

Algorithm
intervals
Results
1.5s1069×body2560valid
1.0s874×body1280valid
963.0ms5926×body80valid
436.0ms3004×body80nan
262.0ms467×body640valid
128.0ms108×body5120valid
107.0ms218×body320valid
27.0ms112×body160valid