Details

Time bar (total: 13.8s)

sample45.0ms

Algorithm
intervals
Results
12.0ms197×body80valid
6.0ms27×body640valid
2.0msbody1280valid
2.0ms12×body320valid
1.0ms12×body160valid

simplify1.0s

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

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.0b

localize13.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (+ 1.0 y))
3.0b
(- 1.0 (* (- 1.0 x) (/ y (+ 1.0 y))))

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
19×*-un-lft-identity
12×times-frac
11×add-sqr-sqrt add-cube-cbrt
associate-/r* add-cbrt-cube add-exp-log distribute-lft-out add-log-exp
associate-/l*
pow1 associate-/r/
cbrt-undiv clear-num sub-neg frac-2neg flip3-+ flip3-- diff-log div-exp flip-+ div-inv flip--
Counts
2 → 45
Calls
2 calls:
9.0ms
(/ y (+ 1.0 y))
4.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ 1.0 y))))

series111.0ms

Counts
2 → 6
Calls
2 calls:
36.0ms
(/ y (+ 1.0 y))
76.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ 1.0 y))))

simplify635.0ms

Counts
51 → 51
Iterations
IterNodes
done5000
21086
1251
0102

prune236.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.1b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (+ 1.0 y))
0.1b
(* y (/ 1 (+ 1.0 y)))
4.4b
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ 1.0 y)))))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
36×*-un-lft-identity
28×add-sqr-sqrt
26×times-frac
21×add-cube-cbrt
18×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out
pow1
add-log-exp
associate-/r* div-exp prod-exp associate-/r/
associate-*l* associate-/l* unswap-sqr
cbrt-undiv rec-exp flip3-+ 1-exp cbrt-unprod flip-+ div-inv
clear-num sub-neg frac-2neg flip3-- diff-log pow-prod-down associate-*r/ un-div-inv *-commutative pow-flip flip-- inv-pow
Counts
3 → 90
Calls
3 calls:
9.0ms
(/ 1 (+ 1.0 y))
35.0ms
(* y (/ 1 (+ 1.0 y)))
9.0ms
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ 1.0 y)))))

series204.0ms

Counts
3 → 9
Calls
3 calls:
38.0ms
(/ 1 (+ 1.0 y))
54.0ms
(* y (/ 1 (+ 1.0 y)))
112.0ms
(- 1.0 (* (- 1.0 x) (* y (/ 1 (+ 1.0 y)))))

simplify1.2s

Counts
99 → 99
Iterations
IterNodes
done5001
22007
1388
0145

prune316.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.1b

localize47.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))
0.1b
(pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)
2.9b
(- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3))
13.6b
(/ (- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x)))) (* 1.0 1.0)))

rewrite326.0ms

Algorithm
rewrite-expression-head
Rules
74×add-sqr-sqrt
40×difference-of-squares
39×times-frac
34×*-un-lft-identity
31×sqr-pow
24×add-cube-cbrt
21×add-cbrt-cube add-exp-log
18×frac-times
13×associate-/l*
12×pow1
11×unpow-prod-down cube-prod
10×flip3-- associate-*r/ flip--
associate-*l/
flip3-+ prod-exp cbrt-unprod flip-+
add-log-exp
cube-div difference-cubes distribute-lft-out--
pow-prod-down
cbrt-undiv pow-unpow associate-/r* div-exp associate-*r* pow-exp rem-cube-cbrt
pow-pow associate-/r/ associate-/l/
distribute-rgt-in cube-mult pow-to-exp clear-num sub-neg frac-2neg distribute-lft-in diff-log unpow3 div-sub associate-*l* *-commutative div-inv
Counts
4 → 162
Calls
4 calls:
66.0ms
(* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))
16.0ms
(pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)
29.0ms
(- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3))
203.0ms
(/ (- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x)))) (* 1.0 1.0)))

series1.4s

Counts
4 → 12
Calls
4 calls:
154.0ms
(* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))
79.0ms
(pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)
282.0ms
(- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3))
928.0ms
(/ (- (pow 1.0 3) (pow (* (/ y (+ 1.0 y)) (- 1.0 x)) 3)) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (+ 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x)))) (* 1.0 1.0)))

simplify589.0ms

Counts
174 → 174
Iterations
IterNodes
done5001
11095
0317

prune1.1s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize41.0ms

Local error

Found 4 expressions with local error:

7.8b
(/ (* y (- 1.0 x)) (+ y 1.0))
7.8b
(/ (* y (- 1.0 x)) (+ y 1.0))
9.0b
(/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0))))
9.0b
(/ (+ (* 1.0 1.0) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (* (/ y (+ 1.0 y)) (- 1.0 x))) (* 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))) (/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))))

rewrite1.2s

Algorithm
rewrite-expression-head
Rules
146×times-frac
116×*-un-lft-identity
108×add-sqr-sqrt
76×add-cube-cbrt
34×associate-/r*
21×add-cbrt-cube add-exp-log
16×distribute-lft-out-- difference-of-squares
15×associate-/r/
cbrt-undiv div-exp div-inv associate-/l* associate-/l/
flip3-- flip--
pow1 clear-num frac-2neg flip3-+ associate-*r/ flip-+ distribute-lft-out add-log-exp
prod-exp cbrt-unprod
Counts
4 → 197
Calls
4 calls:
18.0ms
(/ (* y (- 1.0 x)) (+ y 1.0))
29.0ms
(/ (* y (- 1.0 x)) (+ y 1.0))
219.0ms
(/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0))))
975.0ms
(/ (+ (* 1.0 1.0) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (* (/ y (+ 1.0 y)) (- 1.0 x))) (* 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))) (/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))))

series1.3s

Counts
4 → 12
Calls
4 calls:
68.0ms
(/ (* y (- 1.0 x)) (+ y 1.0))
67.0ms
(/ (* y (- 1.0 x)) (+ y 1.0))
309.0ms
(/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0))))
867.0ms
(/ (+ (* 1.0 1.0) (+ (* (* (/ y (+ 1.0 y)) (- 1.0 x)) (* (/ y (+ 1.0 y)) (- 1.0 x))) (* 1.0 (* (/ y (+ 1.0 y)) (- 1.0 x))))) (/ (+ (* (/ (* y (- 1.0 x)) (+ y 1.0)) (+ 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))) (* 1.0 1.0)) (- 1.0 (/ (* y (- 1.0 x)) (+ y 1.0)))))

simplify407.0ms

Counts
209 → 209
Iterations
IterNodes
done5000
1946
0321

prune1.5s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.1b

regimes299.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.2b against oracle of 0.2b and baseline of 14.8b

bsearch165.0ms

Steps
ItersRangePoint
10
257785.57693934403
2.1403836343929554e+18
279165547.0253698
11
-496427297.3881253
-4.632829109756021e-12
-100161581.36651158

simplify6.0ms

Iterations
IterNodes
done31
131
021

end0.0ms

sample1.5s

Algorithm
intervals
Results
597.0ms774×body640valid
295.0ms6044×body80valid
154.0ms569×body320valid
104.0ms306×body1280valid
28.0ms307×body160valid