Details

Time bar (total: 16.4s)

sample36.0ms

Algorithm
intervals
Results
9.0ms193×body80valid
3.0ms20×body640valid
3.0ms20×body320valid
2.0ms11×body1280valid
1.0ms12×body160valid

simplify2.6s

Counts
1 → 1
Iterations
IterNodes
done5000
144122
133069
122474
112032
101843
91602
81334
7972
6535
5248
4118
371
233
116
08

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.5b

localize12.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 x) y)
3.9b
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
9.0b
(/ (* (- 1.0 x) y) (+ y 1.0))

rewrite66.0ms

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* 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 → 63
Calls
3 calls:
23.0ms
(* (- 1.0 x) y)
18.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
22.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

series198.0ms

Counts
3 → 9
Calls
3 calls:
47.0ms
(* (- 1.0 x) y)
88.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
62.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

simplify1.3s

Counts
72 → 72
Iterations
IterNodes
done5001
21286
1346
0128

prune390.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.2b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 x) (/ y (+ y 1.0)))
0.0b
(/ y (+ y 1.0))
3.9b
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

rewrite104.0ms

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-- 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 → 88
Calls
3 calls:
72.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
17.0ms
(/ y (+ y 1.0))
9.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

series243.0ms

Counts
3 → 9
Calls
3 calls:
73.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
64.0ms
(/ y (+ y 1.0))
106.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

simplify1.3s

Counts
97 → 97
Iterations
IterNodes
done5000
21637
1425
0157

prune465.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.2b

localize28.0ms

Local error

Found 2 expressions with local error:

0.0b
(- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))
0.2b
(/ 1.0 (/ y x))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
76×times-frac
49×add-sqr-sqrt *-un-lft-identity
44×add-cube-cbrt
13×associate-/r*
add-cbrt-cube add-exp-log add-log-exp
div-inv
cbrt-undiv diff-log div-exp associate-/l* distribute-lft-out--
pow1 sub-neg flip3-- frac-sub flip-- associate--r+ difference-of-squares
clear-num frac-2neg associate-/r/ associate--r-
Counts
2 → 92
Calls
2 calls:
81.0ms
(- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))
11.0ms
(/ 1.0 (/ y x))

series66.0ms

Counts
2 → 6
Calls
2 calls:
40.0ms
(- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))
26.0ms
(/ 1.0 (/ y x))

simplify2.0s

Counts
98 → 98
Iterations
IterNodes
done5000
21798
1523
0204

prune498.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.2b

localize51.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))) (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))))
7.2b
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
7.2b
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
7.2b
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))

rewrite1.3s

Algorithm
rewrite-expression-head
Rules
74×*-un-lft-identity
65×cbrt-prod
58×add-sqr-sqrt
52×cbrt-div
33×distribute-lft-out--
26×flip3-- frac-sub flip--
16×frac-times swap-sqr
15×add-cube-cbrt
14×difference-of-squares
11×pow1
10×associate-*r* associate-*l*
pow1/3
times-frac
add-exp-log
add-cbrt-cube associate-*l/ associate-*r/ add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 139
Calls
4 calls:
944.0ms
(* (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))) (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))))
109.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
100.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
113.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))

series803.0ms

Counts
4 → 12
Calls
4 calls:
284.0ms
(* (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))) (cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x))))
164.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
193.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))
162.0ms
(cbrt (- (/ 1.0 y) (- (/ 1.0 (/ y x)) x)))

simplify2.3s

Counts
151 → 151
Iterations
IterNodes
done5000
21754
1613
0252

prune952.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.2b

regimes399.0ms

Accuracy

98.1% (0.3b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 14.3b

bsearch100.0ms

Steps
ItersRangePoint
10
4.9803363081918155
422514113030.77625
361767606.44001645
5
-2.085807323628561e+25
-8.665460962243007e+24
-8.76265571073903e+24

simplify3.0ms

Iterations
IterNodes
done24
124
019

end0.0ms

sample1.0s

Algorithm
intervals
Results
326.0ms6102×body80valid
185.0ms538×body320valid
126.0ms744×body640valid
103.0ms336×body1280valid
23.0ms280×body160valid