Details

Time bar (total: 49.2s)

sample282.0ms

Algorithm
intervals
Results
240.0ms200×body80valid
5.0ms24×body640valid
3.0ms10×body1280valid
2.0ms14×body320valid
1.0msbody160valid

simplify7.5s

Counts
1 → 1
Iterations
IterNodes
done5000
143938
132876
122271
111825
101640
91398
81158
7883
6481
5228
4121
371
233
116
08

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 21.4b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 x) y)
2.1b
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
7.6b
(/ (* (- 1.0 x) y) (+ y 1.0))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
13×add-sqr-sqrt
10×add-exp-log add-cbrt-cube
add-cube-cbrt
pow1 associate-*l* add-log-exp
times-frac associate-*l/ associate-/r*
flip3-- associate-*r* flip--
cbrt-undiv div-exp prod-exp associate-/r/ cbrt-unprod associate-/l/ distribute-lft-out distribute-lft-out-- difference-of-squares
sub-neg frac-2neg flip3-+ diff-log pow-prod-down clear-num *-commutative flip-+ div-inv associate-/l* unswap-sqr
Counts
3 → 63
Calls
3 calls:
45.0ms
(* (- 1.0 x) y)
38.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
54.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

series284.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(* (- 1.0 x) y)
127.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
101.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

simplify2.7s

Counts
72 → 72
Iterations
IterNodes
done5001
21284
1346
0128

prune1.0s

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.1b

localize27.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (+ y 1.0))
0.0b
(* (- 1.0 x) (/ y (+ y 1.0)))
2.1b
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

rewrite431.0ms

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-exp-log add-cbrt-cube
distribute-lft-out
pow1 associate-*l* add-log-exp
associate-/r* associate-/r/
flip3-- flip-- associate-/l*
cbrt-undiv frac-times flip3-+ div-exp associate-*l/ prod-exp cbrt-unprod flip-+ div-inv unswap-sqr
sub-neg frac-2neg diff-log associate-*r/ pow-prod-down clear-num *-commutative distribute-lft-out-- difference-of-squares
Counts
3 → 88
Calls
3 calls:
24.0ms
(/ y (+ y 1.0))
392.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
9.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

series352.0ms

Counts
3 → 9
Calls
3 calls:
92.0ms
(/ y (+ y 1.0))
108.0ms
(* (- 1.0 x) (/ y (+ y 1.0)))
141.0ms
(- 1.0 (* (- 1.0 x) (/ y (+ y 1.0))))

simplify4.7s

Counts
97 → 97
Iterations
IterNodes
done5001
21609
1424
0157

prune673.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize45.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ y (- y 1.0))
0.0b
(* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0)))
0.1b
(* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0))
3.3b
(- 1.0 (* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0)))

rewrite444.0ms

Algorithm
rewrite-expression-head
Rules
70×add-sqr-sqrt
68×*-un-lft-identity
54×times-frac
36×add-exp-log add-cbrt-cube
34×add-cube-cbrt
27×associate-*l*
26×associate-*r*
13×prod-exp cbrt-unprod
12×distribute-lft-out-- difference-of-squares
11×pow1
10×frac-times
cbrt-undiv div-exp
flip3-- associate-*l/ flip--
associate-*r/ associate-/r/ add-log-exp
sub-neg associate-/r* distribute-lft-out
distribute-rgt-in distribute-lft-in pow-prod-down associate--r+ unswap-sqr
div-inv associate-/l*
*-commutative
frac-2neg flip3-+ diff-log clear-num flip-+
Counts
4 → 165
Calls
4 calls:
23.0ms
(/ y (- y 1.0))
156.0ms
(* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0)))
237.0ms
(* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0))
13.0ms
(- 1.0 (* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0)))

series559.0ms

Counts
4 → 12
Calls
4 calls:
79.0ms
(/ y (- y 1.0))
260.0ms
(* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0)))
91.0ms
(* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0))
128.0ms
(- 1.0 (* (* (/ (- 1.0 x) (+ y 1.0)) (/ y (- y 1.0))) (- y 1.0)))

simplify13.6s

Counts
177 → 177
Iterations
IterNodes
done5005
23685
1836
0261

prune2.3s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.1b

localize25.0ms

Local error

Found 2 expressions with local error:

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

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
*-un-lft-identity
pow1 add-exp-log add-sqr-sqrt add-cube-cbrt sub-neg associate-+r+ diff-log associate-*l/ sum-log add-cbrt-cube
+-commutative associate-+r- flip3-- flip3-+ frac-sub flip-- flip-+ distribute-lft-out sub-div
Counts
2 → 30
Calls
2 calls:
72.0ms
(+ x (- (/ 1.0 y) (* (/ x y) 1.0)))
51.0ms
(- (/ 1.0 y) (* (/ x y) 1.0))

series167.0ms

Counts
2 → 6
Calls
2 calls:
63.0ms
(+ x (- (/ 1.0 y) (* (/ x y) 1.0)))
104.0ms
(- (/ 1.0 y) (* (/ x y) 1.0))

simplify8.1s

Counts
36 → 36
Iterations
IterNodes
done5001
32992
2599
1177
063

prune829.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0.1b

regimes813.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.1b against oracle of 0.1b and baseline of 14.1b

bsearch418.0ms

Steps
ItersRangePoint
9
14127485.489807976
332285973929163.2
89892178.74303682
10
-822849273294.6077
-1.963203309137196e-05
-150725849.0902553

simplify11.0ms

Iterations
IterNodes
done30
130
022

end0.0ms

sample3.7s

Algorithm
intervals
Results
1.4s698×body640valid
1.2s6140×body80valid
336.0ms363×body1280valid
189.0ms503×body320valid
80.0ms296×body160valid