Details

Time bar (total: 48.2s)

sample45.0ms

Algorithm
intervals
Results
18.0ms256×body80valid
5.0ms256×pre80true

simplify1.0s

Counts
1 → 1
Iterations
IterNodes
done5000
3554
2111
133
014

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.9b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)
0.0b
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
0.1b
(/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
3.6b
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

rewrite1.6s

Algorithm
rewrite-expression-head
Rules
804×times-frac
586×*-un-lft-identity
340×add-sqr-sqrt add-cube-cbrt
123×distribute-lft-out
82×associate-/l*
54×associate-/r/
29×flip3-+ flip-+
27×div-inv
20×add-cbrt-cube add-exp-log
13×add-log-exp
10×cbrt-undiv associate-/r* div-exp
sum-log
pow1 associate-/l/
clear-num frac-2neg
+-commutative associate-+l+
Counts
4 → 465
Calls
4 calls:
119.0ms
(+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)
388.0ms
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
625.0ms
(/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
382.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

series546.0ms

Counts
4 → 12
Calls
4 calls:
21.0ms
(+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)
206.0ms
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
211.0ms
(/ (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
107.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

simplify1.8s

Counts
477 → 477
Iterations
IterNodes
done5001
11609
0602

prune2.8s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 1.3b

localize86.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) 1) (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)))
0.1b
(/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
3.6b
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))
3.6b
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

rewrite3.6s

Algorithm
rewrite-expression-head
Rules
1930×times-frac
1248×*-un-lft-identity
945×add-sqr-sqrt
777×sqrt-prod
742×add-cube-cbrt
258×associate-*r*
243×distribute-lft-out
193×associate-*l*
104×associate-/r/
71×associate-/l*
54×flip3-+ flip-+
53×div-inv
45×unswap-sqr
27×add-exp-log
22×add-cbrt-cube
10×associate-/r* div-exp
cbrt-undiv
pow1 prod-exp
associate-/l/
cbrt-unprod add-log-exp
clear-num frac-2neg
1-exp
frac-times sqrt-div pow-prod-down associate-*l/ associate-*r/ *-commutative
Counts
4 → 922
Calls
4 calls:
2.2s
(* (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) 1) (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)))
532.0ms
(/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
389.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))
369.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

series661.0ms

Counts
4 → 12
Calls
4 calls:
268.0ms
(* (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) 1) (/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0)))
165.0ms
(/ (sqrt (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))) (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0))
113.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))
115.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

simplify4.5s

Counts
934 → 934
Iterations
IterNodes
done5000
13424
01180

prune7.7s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 1.3b

localize127.0ms

Local error

Found 4 expressions with local error:

1.5b
(/ (/ (* (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))) 1) (sqrt (+ (+ alpha beta) (* 2.0 1.0))))
3.9b
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
3.9b
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
3.9b
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))

rewrite398.0ms

Algorithm
rewrite-expression-head
Rules
63×times-frac
43×*-un-lft-identity
37×add-sqr-sqrt add-cube-cbrt
24×sqrt-prod
18×add-exp-log
12×cbrt-prod
11×add-cbrt-cube
div-exp
div-inv
associate-/l*
cbrt-div associate-/r*
cbrt-undiv
pow1 flip3-+ flip-+ add-log-exp
pow1/3 distribute-lft-out
sqrt-div 1-exp prod-exp associate-/r/
clear-num frac-2neg cbrt-unprod associate-/l/
Counts
4 → 118
Calls
4 calls:
157.0ms
(/ (/ (* (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))) 1) (sqrt (+ (+ alpha beta) (* 2.0 1.0))))
64.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
64.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
105.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))

series697.0ms

Counts
4 → 12
Calls
4 calls:
390.0ms
(/ (/ (* (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0)) (cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))) 1) (sqrt (+ (+ alpha beta) (* 2.0 1.0))))
97.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
119.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))
92.0ms
(cbrt (+ (+ (+ alpha beta) (* beta alpha)) 1.0))

simplify2.3s

Counts
130 → 130
Iterations
IterNodes
done5000
23117
1731
0271

prune1.4s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 1.3b

localize43.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
0.1b
(/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))))
1.2b
(/ 1 (/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))))
3.6b
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

rewrite1.9s

Algorithm
rewrite-expression-head
Rules
3939×times-frac
2530×*-un-lft-identity
1518×add-sqr-sqrt add-cube-cbrt
506×distribute-lft-out
311×associate-/r*
186×associate-/r/
96×div-inv
92×flip3-+ flip-+
54×add-exp-log
36×div-exp
34×add-cbrt-cube
29×associate-/l*
20×cbrt-undiv
pow1 associate-/l/
rec-exp clear-num frac-2neg 1-exp add-log-exp
pow-flip inv-pow
Counts
4 → 1462
Calls
4 calls:
428.0ms
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
548.0ms
(/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))))
431.0ms
(/ 1 (/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))))
314.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

series867.0ms

Counts
4 → 12
Calls
4 calls:
166.0ms
(/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))
356.0ms
(/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0))))
234.0ms
(/ 1 (/ (+ (+ (+ alpha beta) (* 2.0 1.0)) 1.0) (/ (/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0))) (+ (+ alpha beta) (* 2.0 1.0)))))
110.0ms
(/ (+ (+ (+ alpha beta) (* beta alpha)) 1.0) (+ (+ alpha beta) (* 2.0 1.0)))

simplify5.8s

Counts
1474 → 1474
Iterations
IterNodes
done5001
14710
01528

prune8.3s

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 1.3b

regimes190.0ms

Accuracy

49.8% (1.2b remaining)

Error of 2.4b against oracle of 1.2b and baseline of 3.6b

bsearch119.0ms

Steps
ItersRangePoint
9
1.0979366360005654e+169
8.815064583508274e+175
2.147016907849488e+170

simplify12.0ms

Iterations
IterNodes
done39
139
028

end0.0ms

sample1.7s

Algorithm
intervals
Results
1.2s8000×body80valid
217.0ms8000×pre80true