Details

Time bar (total: 19.5s)

sample42.0ms

Algorithm
intervals
Results
13.0ms197×body80valid
7.0ms27×body640valid
3.0ms11×body1280valid
3.0ms14×body320valid
1.0msbody160valid

simplify3.9s

Counts
1 → 1
Iterations
IterNodes
done5002
134169
123568
113113
102621
92078
81683
71107
6562
5259
4129
373
233
116
08

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 14.1b

localize23.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- x 1.0) (+ 1.0 y))
14.4b
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
35×*-un-lft-identity
23×add-sqr-sqrt
20×times-frac
13×add-cube-cbrt
distribute-lft-out
associate-/l* distribute-lft-out-- difference-of-squares
associate-/r* add-cbrt-cube add-exp-log
expm1-log1p-u pow1 associate-/r/ insert-posit16 log1p-expm1-u add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg flip3-+ flip3-- div-sub div-exp flip-+ fma-udef div-inv flip--
Counts
2 → 60
Calls
2 calls:
26.0ms
(/ (- x 1.0) (+ 1.0 y))
1.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

series184.0ms

Counts
2 → 6
Calls
2 calls:
56.0ms
(/ (- x 1.0) (+ 1.0 y))
128.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

simplify2.9s

Counts
66 → 66
Iterations
IterNodes
done5000
33563
2882
1284
0116

prune312.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.3b

localize33.0ms

Local error

Found 4 expressions with local error:

0.2b
(cbrt (fma (/ (- x 1.0) (+ 1.0 y)) y 1.0))
14.4b
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
14.4b
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
14.4b
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

rewrite3.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
expm1-log1p-u pow1 add-cbrt-cube add-exp-log insert-posit16 log1p-expm1-u add-log-exp
cbrt-prod fma-udef
pow1/3
Counts
4 → 47
Calls
4 calls:
1.0ms
(cbrt (fma (/ (- x 1.0) (+ 1.0 y)) y 1.0))
0.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
0.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
1.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

series656.0ms

Counts
4 → 12
Calls
4 calls:
344.0ms
(cbrt (fma (/ (- x 1.0) (+ 1.0 y)) y 1.0))
110.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
108.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)
94.0ms
(fma (/ (- x 1.0) (+ 1.0 y)) y 1.0)

simplify2.3s

Counts
59 → 59
Iterations
IterNodes
done5002
31681
2514
1182
078

prune458.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.3b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- 1.0 x) y)
3.5b
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
8.2b
(/ (* (- 1.0 x) y) (+ y 1.0))

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
38×*-un-lft-identity
30×add-sqr-sqrt prod-diff
24×add-cube-cbrt
16×times-frac
10×add-cbrt-cube add-exp-log
associate-/r/
pow1 associate-*l* distribute-lft-out add-log-exp
associate-/r* flip3-+ associate-*l/ flip-+ div-inv
expm1-log1p-u flip3-- fma-neg associate-*r* insert-posit16 log1p-expm1-u flip--
cbrt-undiv div-exp prod-exp cbrt-unprod distribute-lft-out-- difference-of-squares associate-/l/
clear-num sub-neg frac-2neg diff-log pow-prod-down *-commutative associate-/l* unswap-sqr
Counts
3 → 105
Calls
3 calls:
21.0ms
(* (- 1.0 x) y)
32.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
28.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

series278.0ms

Counts
3 → 9
Calls
3 calls:
59.0ms
(* (- 1.0 x) y)
138.0ms
(- 1.0 (/ (* (- 1.0 x) y) (+ y 1.0)))
81.0ms
(/ (* (- 1.0 x) y) (+ y 1.0))

simplify2.4s

Counts
114 → 114
Iterations
IterNodes
done5003
21821
1554
0205

prune569.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.3b

localize74.0ms

Local error

Found 4 expressions with local error:

6.7b
(fma 1 1.0 (- (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))))
8.3b
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
8.3b
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
31.0b
(fma (- (/ 1 (+ y 1.0))) (* (- 1.0 x) y) (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y)))

rewrite205.0ms

Algorithm
rewrite-expression-head
Rules
48×add-exp-log
36×associate-*l*
32×*-un-lft-identity
28×add-cbrt-cube
24×times-frac prod-exp
20×add-sqr-sqrt add-cube-cbrt
14×pow1
12×cbrt-unprod
10×associate-*l/
div-exp
pow-prod-down distribute-lft-out
expm1-log1p-u frac-times cbrt-undiv rec-exp flip3-- 1-exp associate-*r/ associate-/r/ insert-posit16 log1p-expm1-u flip-- add-log-exp
flip3-+ associate-*r* *-commutative flip-+ fma-udef div-inv
Counts
4 → 120
Calls
4 calls:
1.0ms
(fma 1 1.0 (- (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))))
99.0ms
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
97.0ms
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
1.0ms
(fma (- (/ 1 (+ y 1.0))) (* (- 1.0 x) y) (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y)))

series428.0ms

Counts
4 → 12
Calls
4 calls:
156.0ms
(fma 1 1.0 (- (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))))
58.0ms
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
49.0ms
(* (/ 1 (+ y 1.0)) (* (- 1.0 x) y))
165.0ms
(fma (- (/ 1 (+ y 1.0))) (* (- 1.0 x) y) (* (/ 1 (+ y 1.0)) (* (- 1.0 x) y)))

simplify2.2s

Counts
132 → 132
Iterations
IterNodes
done5000
21367
1434
0151

prune612.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.3b

regimes266.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.2b against oracle of 0.2b and baseline of 22.6b

bsearch141.0ms

Steps
ItersRangePoint
9
94859.26993337883
238702944844.10663
149371639.02682295
8
-871508905171.6743
-26711381.42537418
-160840129.45081177

simplify20.0ms

Iterations
IterNodes
done62
362
257
149
032

end0.0ms

sample1.4s

Algorithm
intervals
Results
536.0ms362×body1280valid
346.0ms6052×body80valid
230.0ms762×body640valid
80.0ms296×body160valid
70.0ms528×body320valid