Details

Time bar (total: 10.8s)

sample52.0ms

Algorithm
intervals
Results
16.0ms182×body80valid
8.0ms22×body640valid
7.0ms16×body1280valid
6.0ms22×body320valid
2.0ms14×body160valid

simplify1.1s

Counts
1 → 1
Iterations
IterNodes
done5000
61686
5419
4152
374
235
116
08

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.1b

localize15.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 x) y)
3.8b
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
6.5b
(/ (* (- 1.0 x) y) (+ y 1.0))

rewrite60.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
13×add-sqr-sqrt
10×add-cbrt-cube add-exp-log
add-cube-cbrt
pow1 associate-*l* add-log-exp
associate-/r* times-frac associate-*l/
flip3-- associate-*r* insert-posit16 flip--
cbrt-undiv div-exp prod-exp associate-/r/ cbrt-unprod distribute-lft-out distribute-lft-out-- difference-of-squares associate-/l/
clear-num sub-neg frac-2neg flip3-+ diff-log pow-prod-down *-commutative flip-+ div-inv associate-/l* unswap-sqr
Counts
3 → 66
Calls
3 calls:
24.0ms
(* (- 1.0 x) y)
18.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
17.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

series229.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(* (- 1.0 x) y)
108.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
72.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

simplify1.3s

Counts
75 → 75
Iterations
IterNodes
done5001
22052
1350
0131

prune317.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.2b

localize14.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (+ y 1.0))
0.0b
(* (- 1.0 x) (/ y (+ y 1.0)))
3.8b
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
37×*-un-lft-identity
28×add-sqr-sqrt
25×times-frac
21×add-cube-cbrt
18×associate-*r*
10×add-cbrt-cube add-exp-log
distribute-lft-out
pow1 associate-*l* add-log-exp
associate-/r* associate-/r/
flip3-- insert-posit16 flip-- associate-/l*
frac-times cbrt-undiv flip3-+ div-exp associate-*l/ prod-exp cbrt-unprod flip-+ div-inv unswap-sqr
clear-num sub-neg frac-2neg diff-log pow-prod-down associate-*r/ *-commutative distribute-lft-out-- difference-of-squares
Counts
3 → 91
Calls
3 calls:
7.0ms
(/ y (+ y 1.0))
28.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
4.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

series177.0ms

Counts
3 → 9
Calls
3 calls:
52.0ms
(/ y (+ y 1.0))
46.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
78.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

simplify1.6s

Counts
100 → 100
Iterations
IterNodes
done5000
22493
1427
0160

prune346.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.2b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (+ y 1.0))
0.0b
(* (- 1.0 x) (* y (/ 1 (+ y 1.0))))
0.1b
(* y (/ 1 (+ y 1.0)))
5.3b
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ y 1.0)))))

rewrite101.0ms

Algorithm
rewrite-expression-head
Rules
40×*-un-lft-identity
32×add-sqr-sqrt add-exp-log
26×times-frac
23×add-cube-cbrt
20×add-cbrt-cube
19×associate-*r*
13×prod-exp
12×pow1
associate-*l*
cbrt-unprod distribute-lft-out
div-exp associate-*r/ add-log-exp
frac-times associate-/r* flip3-- pow-prod-down associate-/r/ un-div-inv insert-posit16 flip--
cbrt-undiv rec-exp 1-exp associate-/l* unswap-sqr
flip3-+ associate-*l/ *-commutative flip-+ div-inv
clear-num sub-neg frac-2neg diff-log pow-flip distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 126
Calls
4 calls:
16.0ms
(/ 1 (+ y 1.0))
57.0ms
(* (- 1.0 x) (* y (/ 1 (+ y 1.0))))
17.0ms
(* y (/ 1 (+ y 1.0)))
7.0ms
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ y 1.0)))))

series220.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(/ 1 (+ y 1.0))
62.0ms
(* (- 1.0 x) (* y (/ 1 (+ y 1.0))))
35.0ms
(* y (/ 1 (+ y 1.0)))
87.0ms
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ y 1.0)))))

simplify1.7s

Counts
138 → 138
Iterations
IterNodes
done5001
22713
1529
0195

prune373.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.2b

localize22.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (+ x (/ 1.0 y)) (* (/ x y) 1.0))
0.0b
(+ x (/ 1.0 y))

rewrite53.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
*-un-lft-identity
add-sqr-sqrt pow1 sum-log flip3-+ add-cbrt-cube diff-log associate-*l/ add-exp-log frac-sub add-cube-cbrt flip-+ insert-posit16
+-commutative sub-neg flip3-- associate--l+ flip-- distribute-lft-out
Counts
2 → 30
Calls
2 calls:
39.0ms
(- (+ x (/ 1.0 y)) (* (/ x y) 1.0))
14.0ms
(+ x (/ 1.0 y))

series67.0ms

Counts
2 → 6
Calls
2 calls:
33.0ms
(- (+ x (/ 1.0 y)) (* (/ x y) 1.0))
34.0ms
(+ x (/ 1.0 y))

simplify945.0ms

Counts
36 → 36
Iterations
IterNodes
done5001
21011
1187
067

prune138.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.2b

regimes252.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.2b against oracle of 0.1b and baseline of 15.3b

bsearch129.0ms

Steps
ItersRangePoint
9
36490366.14863611
15566571802657796.0
159075929.13207832
9
-209901990.47645873
-1763.0658270955876
-100315004.67027035

simplify4.0ms

Iterations
IterNodes
done31
131
021

end0.0ms

sample1.5s

Algorithm
intervals
Results
493.0ms5988×body80valid
463.0ms388×body1280valid
229.0ms763×body640valid
107.0ms547×body320valid
67.0ms314×body160valid