Details

Time bar (total: 13.5s)

sample79.0ms

Algorithm
intervals
Results
22.0ms558×pre80true
15.0ms160×body160valid
12.0ms302×body80nan
6.0ms44×body320valid
2.0ms52×body80valid

simplify76.0ms

Counts
1 → 1
Iterations
IterNodes
done120
5120
4112
383
242
122
012

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 44.0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.3b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
38.3b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite127.0ms

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 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 → 93
Calls
4 calls:
8.0ms
(- (* b b) (* (* 3.0 a) c))
24.0ms
(* (* 3.0 a) c)
67.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
25.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series360.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(- (* b b) (* (* 3.0 a) c))
32.0ms
(* (* 3.0 a) c)
128.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
135.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.9s

Counts
105 → 105
Iterations
IterNodes
done5000
22777
1472
0167

prune645.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.5b

localize11.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune124.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 5.5b

localize26.0ms

Local error

Found 3 expressions with local error:

0.2b
(* -1.5 (/ (* a c) b))
0.3b
(/ (* a c) b)
0.3b
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

rewrite69.0ms

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* 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 → 84
Calls
3 calls:
35.0ms
(* -1.5 (/ (* a c) b))
8.0ms
(/ (* a c) b)
21.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series108.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(* -1.5 (/ (* a c) b))
25.0ms
(/ (* a c) b)
42.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.9s

Counts
93 → 93
Iterations
IterNodes
done5001
22844
1401
0129

prune599.0ms

Pruning

25 alts after pruning (24 fresh and 1 done)

Merged error: 5.4b

localize40.0ms

Local error

Found 4 expressions with local error:

0.2b
(* -1.5 (/ (* a c) b))
0.2b
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
0.3b
(/ (* a c) b)
0.4b
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

rewrite129.0ms

Algorithm
rewrite-expression-head
Rules
158×add-exp-log
92×add-cbrt-cube
70×div-exp
53×prod-exp
37×cbrt-undiv
29×times-frac cbrt-unprod
22×add-sqr-sqrt
20×*-un-lft-identity add-cube-cbrt
10×associate-/r*
rec-exp 1-exp
div-inv
pow1 associate-*r*
associate-*r/ associate-/r/
associate-/l*
expm1-log1p-u log1p-expm1-u add-log-exp
clear-num frac-2neg associate-*l*
pow-prod-down *-commutative pow-flip inv-pow unswap-sqr
Counts
4 → 162
Calls
4 calls:
24.0ms
(* -1.5 (/ (* a c) b))
44.0ms
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
15.0ms
(/ (* a c) b)
34.0ms
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

series172.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(* -1.5 (/ (* a c) b))
41.0ms
(/ 1 (/ (* 3.0 a) (* -1.5 (/ (* a c) b))))
36.0ms
(/ (* a c) b)
38.0ms
(/ (* 3.0 a) (* -1.5 (/ (* a c) b)))

simplify2.1s

Counts
174 → 174
Iterations
IterNodes
done5000
24307
1661
0221

prune651.0ms

Pruning

29 alts after pruning (28 fresh and 1 done)

Merged error: 5.4b

regimes1.2s

Accuracy

28.9% (4.9b remaining)

Error of 10.0b against oracle of 5.1b and baseline of 11.9b

bsearch5.0ms

simplify11.0ms

Iterations
IterNodes
done38
138
029

end0.0ms

sample3.2s

Algorithm
intervals
Results
901.0ms8122×body80nan
734.0ms4806×body160valid
679.0ms16122×pre80true
229.0ms1362×body320valid
145.0ms1832×body80valid