Details

Time bar (total: 13.6s)

sample72.0ms

Algorithm
intervals
Results
19.0ms275×body80nan
13.0ms145×body160valid
11.0ms531×pre80true
6.0ms48×body320valid
3.0ms63×body80valid

simplify156.0ms

Counts
1 → 1
Iterations
IterNodes
done102
7102
6101
599
491
375
240
122
012

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 42.3b

localize21.0ms

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))
36.9b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite128.0ms

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:
15.0ms
(- (* b b) (* (* 3.0 a) c))
17.0ms
(* (* 3.0 a) c)
67.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
27.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series377.0ms

Counts
4 → 12
Calls
4 calls:
85.0ms
(- (* b b) (* (* 3.0 a) c))
24.0ms
(* (* 3.0 a) c)
146.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
123.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.7s

Counts
105 → 105
Iterations
IterNodes
done5000
21585
1462
0167

prune763.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 5.4b

localize5.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune106.0ms

Pruning

16 alts after pruning (15 fresh and 1 done)

Merged error: 5.4b

localize14.0ms

Local error

Found 3 expressions with local error:

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

rewrite76.0ms

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:
14.0ms
(/ (* a c) b)
31.0ms
(* -1.5 (/ (* a c) b))
26.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series107.0ms

Counts
3 → 9
Calls
3 calls:
42.0ms
(/ (* a c) b)
43.0ms
(* -1.5 (/ (* a c) b))
23.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.5s

Counts
93 → 93
Iterations
IterNodes
done5042
22220
1386
0129

prune631.0ms

Pruning

29 alts after pruning (28 fresh and 1 done)

Merged error: 5.3b

localize35.0ms

Local error

Found 4 expressions with local error:

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

rewrite172.0ms

Algorithm
rewrite-expression-head
Rules
147×add-exp-log
77×add-cbrt-cube
76×prod-exp
38×div-exp
34×cbrt-unprod
20×cbrt-undiv
15×add-sqr-sqrt
14×pow1 associate-*r*
13×*-un-lft-identity add-cube-cbrt
12×times-frac
10×rec-exp 1-exp
pow-prod-down
expm1-log1p-u associate-/r* associate-*l* associate-*r/ log1p-expm1-u div-inv associate-/l* add-log-exp
clear-num frac-2neg *-commutative pow-flip
frac-times associate-*l/ un-div-inv inv-pow unswap-sqr
Counts
4 → 146
Calls
4 calls:
9.0ms
(/ (* a c) b)
30.0ms
(* -1.5 (/ (* a c) b))
110.0ms
(* (* -1.5 (/ (* a c) b)) (/ 1 (* 3.0 a)))
17.0ms
(/ 1 (* 3.0 a))

series123.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(/ (* a c) b)
35.0ms
(* -1.5 (/ (* a c) b))
28.0ms
(* (* -1.5 (/ (* a c) b)) (/ 1 (* 3.0 a)))
20.0ms
(/ 1 (* 3.0 a))

simplify1.8s

Counts
158 → 158
Iterations
IterNodes
done5084
22213
1544
0192

prune716.0ms

Pruning

31 alts after pruning (30 fresh and 1 done)

Merged error: 5.3b

regimes1.5s

Accuracy

32.3% (5.0b remaining)

Error of 10.1b against oracle of 5.2b and baseline of 12.5b

bsearch3.0ms

simplify7.0ms

Iterations
IterNodes
done38
138
029

end0.0ms

sample3.5s

Algorithm
intervals
Results
1.0s4773×body160valid
765.0ms16142×pre80true
645.0ms8142×body80nan
414.0ms1339×body320valid
118.0ms1888×body80valid