Details

Time bar (total: 26.4s)

sample43.0ms

Algorithm
intervals
Results
11.0ms208×body80valid
5.0ms256×pre80true
4.0ms15×body1280valid
3.0ms15×body640valid
2.0ms13×body320valid
1.0msbody160valid

simplify1.8s

Counts
1 → 1
Iterations
IterNodes
done5000
42747
3478
2106
131
015

prune22.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.4b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
0.0b
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
11.4b
(fma (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha) 1.0)

rewrite75.0ms

Algorithm
rewrite-expression-head
Rules
166×times-frac
156×*-un-lft-identity
116×add-sqr-sqrt
78×add-cube-cbrt
24×associate-/l*
20×distribute-lft-out
19×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
associate-/r* div-inv
cbrt-undiv div-exp
expm1-log1p-u pow1 div-sub log1p-expm1-u add-log-exp associate-/l/
clear-num frac-2neg associate-/r/
flip3-+ flip3-- flip-+ fma-udef flip--
Counts
3 → 169
Calls
3 calls:
16.0ms
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
50.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
0.0ms
(fma (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha) 1.0)

series616.0ms

Counts
3 → 9
Calls
3 calls:
97.0ms
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
236.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
283.0ms
(fma (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha) 1.0)

simplify2.6s

Counts
178 → 178
Iterations
IterNodes
done5000
22673
1620
0250

prune1.2s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 11.1b

localize35.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
0.0b
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
1.7b
(* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha))
3.5b
(+ (* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha)) 1.0)

rewrite179.0ms

Algorithm
rewrite-expression-head
Rules
305×times-frac
278×*-un-lft-identity
207×add-sqr-sqrt
136×add-cube-cbrt
82×associate-*l*
40×distribute-lft-out
31×distribute-lft-out-- difference-of-squares
24×associate-/l*
20×add-cbrt-cube add-exp-log
12×div-inv
cbrt-undiv associate-/r* div-exp
pow1 add-log-exp
flip3-+ flip-+
expm1-log1p-u associate-*r* associate-/r/ log1p-expm1-u
div-sub prod-exp cbrt-unprod unswap-sqr associate-/l/
distribute-rgt-in frac-times associate-+l+ clear-num frac-2neg distribute-lft-in associate-*r/
+-commutative sum-log fma-def flip3-- pow-prod-down associate-*l/ *-commutative flip--
Counts
4 → 288
Calls
4 calls:
14.0ms
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
33.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
88.0ms
(* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha))
28.0ms
(+ (* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha)) 1.0)

series1.1s

Counts
4 → 12
Calls
4 calls:
123.0ms
(/ (- beta alpha) (fma 2.0 i (+ beta alpha)))
315.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
395.0ms
(* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha))
284.0ms
(+ (* (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))) (+ beta alpha)) 1.0)

simplify1.8s

Counts
300 → 300
Iterations
IterNodes
done5001
11337
0363

prune2.2s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 11.1b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
0.2b
(* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
1.6b
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
3.5b
(+ (* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))) 1.0)

rewrite255.0ms

Algorithm
rewrite-expression-head
Rules
429×times-frac
377×*-un-lft-identity
279×add-sqr-sqrt
183×add-cube-cbrt
164×associate-*r*
58×distribute-lft-out
39×distribute-lft-out-- difference-of-squares
27×add-cbrt-cube add-exp-log
19×associate-/l*
16×div-inv
cbrt-undiv div-exp
pow1
associate-*l* prod-exp associate-/r/ cbrt-unprod add-log-exp unswap-sqr
expm1-log1p-u associate-/r* flip3-+ flip-+ log1p-expm1-u
div-sub pow-prod-down associate-*r/ *-commutative
+-commutative clear-num sum-log fma-def frac-2neg associate-/l/
Counts
4 → 345
Calls
4 calls:
33.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
70.0ms
(* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
86.0ms
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
24.0ms
(+ (* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))) 1.0)

series1.2s

Counts
4 → 12
Calls
4 calls:
284.0ms
(/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))
266.0ms
(* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
251.0ms
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
431.0ms
(+ (* alpha (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha))))) 1.0)

simplify1.5s

Counts
357 → 357
Iterations
IterNodes
done5001
11239
0414

prune2.5s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 4.6b

localize72.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (fma 2.0 i (+ beta alpha)))
0.6b
(cbrt (fma 2.0 i (+ beta alpha)))
1.6b
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
9.3b
(+ (* alpha (* (/ (/ 1 (* (cbrt (fma 2.0 i (+ beta alpha))) (cbrt (fma 2.0 i (+ beta alpha))))) 1) (/ (/ (- beta alpha) (cbrt (fma 2.0 i (+ beta alpha)))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))) 1.0)

rewrite307.0ms

Algorithm
rewrite-expression-head
Rules
139×times-frac
125×*-un-lft-identity
96×add-sqr-sqrt
82×associate-*r*
63×add-cube-cbrt
19×distribute-lft-out
13×add-cbrt-cube add-exp-log
12×distribute-lft-out-- difference-of-squares
cbrt-prod pow1 add-log-exp
div-inv
expm1-log1p-u log1p-expm1-u
cbrt-undiv div-exp associate-*l* prod-exp cbrt-unprod unswap-sqr
flip3-+ pow1/3 associate-/r/ flip-+
+-commutative sum-log fma-def pow-prod-down associate-*r/ *-commutative
Counts
4 → 146
Calls
4 calls:
1.0ms
(cbrt (fma 2.0 i (+ beta alpha)))
1.0ms
(cbrt (fma 2.0 i (+ beta alpha)))
72.0ms
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
226.0ms
(+ (* alpha (* (/ (/ 1 (* (cbrt (fma 2.0 i (+ beta alpha))) (cbrt (fma 2.0 i (+ beta alpha))))) 1) (/ (/ (- beta alpha) (cbrt (fma 2.0 i (+ beta alpha)))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))) 1.0)

series1.5s

Counts
4 → 12
Calls
4 calls:
370.0ms
(cbrt (fma 2.0 i (+ beta alpha)))
345.0ms
(cbrt (fma 2.0 i (+ beta alpha)))
327.0ms
(* beta (/ (/ (- beta alpha) (fma 2.0 i (+ beta alpha))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))
417.0ms
(+ (* alpha (* (/ (/ 1 (* (cbrt (fma 2.0 i (+ beta alpha))) (cbrt (fma 2.0 i (+ beta alpha))))) 1) (/ (/ (- beta alpha) (cbrt (fma 2.0 i (+ beta alpha)))) (+ 2.0 (fma 2.0 i (+ beta alpha)))))) 1.0)

simplify3.0s

Counts
158 → 158
Iterations
IterNodes
done5000
24187
1845
0288

prune1.4s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 4.6b

regimes353.0ms

Accuracy

14.5% (5.8b remaining)

Error of 11.7b against oracle of 5.9b and baseline of 12.7b

bsearch147.0ms

Steps
ItersRangePoint
9
2.5571677378596085e+141
6.851744006698495e+147
6.401252237322337e+145

simplify18.0ms

Iterations
IterNodes
done47
147
038

end0.0ms

sample2.5s

Algorithm
intervals
Results
726.0ms6316×body80valid
640.0ms8000×pre80true
324.0ms519×body1280valid
232.0ms582×body640valid
138.0ms385×body320valid
33.0ms198×body160valid