Details

Time bar (total: 7.9s)

sample32.0ms

Algorithm
intervals
Results
20.0ms256×body80valid

simplify8.0ms

Counts
1 → 1
Iterations
IterNodes
done14
214
111
08

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 8.1b

localize17.0ms

Local error

Found 2 expressions with local error:

0.0b
(- 1.0 (/ y z))
8.1b
(/ (+ x y) (- 1.0 (/ y z)))

rewrite38.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
40×*-un-lft-identity
30×times-frac
14×add-cube-cbrt
12×difference-of-squares
distribute-lft-out
associate-/r* distribute-lft-out--
add-cbrt-cube add-exp-log associate-/l* add-log-exp
pow1 flip3-- associate-/r/ insert-posit16 flip-- associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg flip3-+ diff-log div-exp flip-+ div-inv
Counts
2 → 67
Calls
2 calls:
8.0ms
(- 1.0 (/ y z))
29.0ms
(/ (+ x y) (- 1.0 (/ y z)))

series91.0ms

Counts
2 → 6
Calls
2 calls:
22.0ms
(- 1.0 (/ y z))
69.0ms
(/ (+ x y) (- 1.0 (/ y z)))

simplify846.0ms

Counts
73 → 73
Iterations
IterNodes
done2002
31606
2592
1228
0106

prune252.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 5.7b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(- 1.0 (/ y z))
0.3b
(/ 1 (- 1.0 (/ y z)))
7.9b
(* (+ x y) (/ 1 (- 1.0 (/ y z))))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
72×add-sqr-sqrt
46×times-frac
44×*-un-lft-identity
25×add-cube-cbrt
24×associate-*r*
16×add-exp-log difference-of-squares
10×add-cbrt-cube
distribute-lft-out--
pow1 associate-/r*
add-log-exp
div-exp associate-*l* prod-exp associate-/r/
flip3-- insert-posit16 flip-- associate-/l* unswap-sqr
frac-times cbrt-undiv rec-exp flip3-+ 1-exp associate-*l/ cbrt-unprod flip-+ div-inv
clear-num sub-neg frac-2neg diff-log pow-prod-down associate-*r/ un-div-inv *-commutative pow-flip distribute-lft-out inv-pow
Counts
3 → 115
Calls
3 calls:
5.0ms
(- 1.0 (/ y z))
11.0ms
(/ 1 (- 1.0 (/ y z)))
34.0ms
(* (+ x y) (/ 1 (- 1.0 (/ y z))))

series156.0ms

Counts
3 → 9
Calls
3 calls:
28.0ms
(- 1.0 (/ y z))
64.0ms
(/ 1 (- 1.0 (/ y z)))
64.0ms
(* (+ x y) (/ 1 (- 1.0 (/ y z))))

simplify676.0ms

Counts
124 → 124
Iterations
IterNodes
done2000
21152
1387
0155

prune464.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 5.7b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(- 1.0 (/ y z))
0.2b
(/ 1 (/ (- 1.0 (/ y z)) (+ x y)))
8.1b
(/ (- 1.0 (/ y z)) (+ x y))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
232×times-frac
200×add-sqr-sqrt
196×*-un-lft-identity
90×add-cube-cbrt
44×difference-of-squares
34×associate-/r*
31×distribute-lft-out
22×distribute-lft-out--
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
associate-/l*
div-exp
div-inv
flip3-+ flip-+ add-log-exp
pow1 cbrt-undiv
insert-posit16
rec-exp clear-num frac-2neg flip3-- 1-exp flip-- associate-/l/
sub-neg diff-log div-sub pow-flip inv-pow
Counts
3 → 213
Calls
3 calls:
8.0ms
(- 1.0 (/ y z))
24.0ms
(/ 1 (/ (- 1.0 (/ y z)) (+ x y)))
25.0ms
(/ (- 1.0 (/ y z)) (+ x y))

series272.0ms

Counts
3 → 9
Calls
3 calls:
24.0ms
(- 1.0 (/ y z))
185.0ms
(/ 1 (/ (- 1.0 (/ y z)) (+ x y)))
63.0ms
(/ (- 1.0 (/ y z)) (+ x y))

simplify792.0ms

Counts
222 → 222
Iterations
IterNodes
done2003
21803
1678
0257

prune674.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 5.7b

localize44.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (/ (- 1.0 (/ y z)) (+ x y)))
8.1b
(/ (- 1.0 (/ y z)) (+ x y))
8.1b
(/ (- 1.0 (/ y z)) (+ x y))
8.1b
(/ (- 1.0 (/ y z)) (+ x y))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
146×add-sqr-sqrt
143×*-un-lft-identity
115×times-frac
51×add-cube-cbrt
38×difference-of-squares
30×cbrt-prod
27×distribute-lft-out
19×distribute-lft-out--
18×associate-/l*
12×associate-/r*
10×add-cbrt-cube add-exp-log
associate-/r/
associate-/l/
pow1 flip3-+ flip-+ insert-posit16 div-inv add-log-exp
cbrt-undiv clear-num frac-2neg flip3-- div-sub div-exp flip--
cbrt-div pow1/3
Counts
4 → 196
Calls
4 calls:
9.0ms
(cbrt (/ (- 1.0 (/ y z)) (+ x y)))
28.0ms
(/ (- 1.0 (/ y z)) (+ x y))
33.0ms
(/ (- 1.0 (/ y z)) (+ x y))
23.0ms
(/ (- 1.0 (/ y z)) (+ x y))

series517.0ms

Counts
4 → 12
Calls
4 calls:
328.0ms
(cbrt (/ (- 1.0 (/ y z)) (+ x y)))
60.0ms
(/ (- 1.0 (/ y z)) (+ x y))
62.0ms
(/ (- 1.0 (/ y z)) (+ x y))
67.0ms
(/ (- 1.0 (/ y z)) (+ x y))

simplify735.0ms

Counts
208 → 208
Iterations
IterNodes
done2000
21053
1434
0203

prune907.0ms

Pruning

10 alts after pruning (6 fresh and 4 done)

Merged error: 5.7b

regimes307.0ms

Accuracy

74.3% (0.6b remaining)

Error of 6.4b against oracle of 5.8b and baseline of 8.0b

bsearch1.0ms

simplify6.0ms

Iterations
IterNodes
done30
130
024

end0.0ms

sample786.0ms

Algorithm
intervals
Results
569.0ms7995×body80valid
1.0msbody2560valid
0.0msbody1280valid
0.0msbody640valid
0.0msbody320valid