Details

Time bar (total: 14.4s)

sample99.0ms

Algorithm
intervals
Results
23.0ms144×body160valid
20.0ms530×pre80true
20.0ms274×body80nan
12.0ms51×body320valid
5.0ms61×body80valid

simplify139.0ms

Counts
1 → 1
Iterations
IterNodes
done102
7102
6101
599
491
373
241
122
012

prune14.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 42.8b

localize42.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3 a) c))
0.2b
(* (* 3 a) c)
0.3b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
36.0b
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
14×add-cbrt-cube add-exp-log
10×add-sqr-sqrt fma-def add-cube-cbrt add-log-exp
pow1
distribute-rgt-neg-in distribute-lft-out
times-frac associate-/l*
expm1-log1p-u prod-exp cbrt-unprod insert-posit16 log1p-expm1-u
distribute-lft-neg-in associate-*r* pow-prod-down
neg-sub0 cbrt-undiv sum-log flip3-+ div-exp associate-+l- flip-+ associate-/l/
+-commutative clear-num associate-/r* neg-mul-1 sub-neg frac-2neg flip3-- fma-neg diff-log div-sub associate-*l* prod-diff neg-log *-commutative div-inv flip--
Counts
4 → 97
Calls
4 calls:
8.0ms
(- (* b b) (* (* 3 a) c))
14.0ms
(* (* 3 a) c)
57.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
25.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

series368.0ms

Counts
4 → 12
Calls
4 calls:
79.0ms
(- (* b b) (* (* 3 a) c))
21.0ms
(* (* 3 a) c)
141.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3 a) c)))) (* 3 a))
128.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3 a) c))))

simplify1.2s

Counts
109 → 109
Iterations
IterNodes
done2001
32001
21589
1468
0170

prune1.3s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.1b

localize7.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune73.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.1b

localize14.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ (* a c) b)
0.3b
(* -3/2 (/ (* a c) b))
0.4b
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
49×add-cbrt-cube add-exp-log
17×prod-exp cbrt-unprod
16×cbrt-undiv div-exp
10×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
times-frac associate-*r*
pow1
associate-/r*
expm1-log1p-u associate-*l* insert-posit16 log1p-expm1-u div-inv add-log-exp
clear-num frac-2neg associate-*r/ associate-/l*
pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
3 → 87
Calls
3 calls:
19.0ms
(/ (* a c) b)
26.0ms
(* -3/2 (/ (* a c) b))
33.0ms
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

series109.0ms

Counts
3 → 9
Calls
3 calls:
37.0ms
(/ (* a c) b)
46.0ms
(* -3/2 (/ (* a c) b))
26.0ms
(/ (* -3/2 (/ (* a c) b)) (* 3 a))

simplify893.0ms

Counts
96 → 96
Iterations
IterNodes
done2001
22001
1396
0132

prune956.0ms

Pruning

25 alts after pruning (25 fresh and 0 done)

Merged error: 5.1b

localize23.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ (* a c) b)
0.3b
(/ a (/ (* a c) b))
0.3b
(/ 1 (* -2 (/ a (/ (* a c) b))))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
67×add-exp-log
39×times-frac
37×add-cbrt-cube
32×div-exp
23×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
17×cbrt-undiv prod-exp
11×associate-/r*
cbrt-unprod div-inv associate-/l*
pow1
rec-exp 1-exp
expm1-log1p-u clear-num frac-2neg insert-posit16 log1p-expm1-u add-log-exp
associate-/r/ pow-flip
pow-prod-down associate-*r/ inv-pow
Counts
3 → 119
Calls
3 calls:
9.0ms
(/ (* a c) b)
10.0ms
(/ a (/ (* a c) b))
37.0ms
(/ 1 (* -2 (/ a (/ (* a c) b))))

series96.0ms

Counts
3 → 9
Calls
3 calls:
38.0ms
(/ (* a c) b)
18.0ms
(/ a (/ (* a c) b))
41.0ms
(/ 1 (* -2 (/ a (/ (* a c) b))))

simplify1.4s

Counts
128 → 128
Iterations
IterNodes
done2118
32118
21802
1502
0191

prune946.0ms

Pruning

27 alts after pruning (27 fresh and 0 done)

Merged error: 5.0b

regimes1.0s

Accuracy

21.9% (5.0b remaining)

Error of 10.1b against oracle of 5.1b and baseline of 11.5b

bsearch3.0ms

simplify17.0ms

Iterations
IterNodes
done64
164
050

end0.0ms

sample5.4s

Algorithm
intervals
Results
1.4s8060×body80nan
1.3s4893×body160valid
1.1s16060×pre80true
958.0ms1393×body320valid
199.0ms1714×body80valid