Details

Time bar (total: 15.2s)

sample44.0ms

Algorithm
intervals
Results
21.0ms266×body80valid

simplify3.3s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01417
12317
23717
36517
48717
510117
612517
719417
832817
959617
10129217
11369617
done500117

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 22.6b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.0b
(* z (- b y))
0.4b
(+ (* x y) (* z (- t a)))
21.7b
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
20×*-un-lft-identity
16×add-cube-cbrt
10×add-exp-log associate-*r* add-cbrt-cube
times-frac
pow1
distribute-rgt-in sub-neg distribute-lft-in associate-*l* add-log-exp
associate-+r+ associate-*r/
flip3-+ associate-/r* flip-+ associate-/l*
flip3-- pow-prod-down prod-exp associate-/r/ *-commutative flip-- cbrt-unprod associate-/l/ distribute-lft-out-- difference-of-squares unswap-sqr
cbrt-undiv +-commutative frac-2neg div-exp clear-num sum-log div-inv
Counts
4 → 98
Calls
4 calls:
20.0ms
(* z (- t a))
32.0ms
(* z (- b y))
12.0ms
(+ (* x y) (* z (- t a)))
41.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

series612.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(* z (- t a))
52.0ms
(* z (- b y))
69.0ms
(+ (* x y) (* z (- t a)))
439.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

simplify669.0ms

Counts
110 → 110
Iterations

Useful iterations: 2 (210.0ms)

IterNodesCost
01691522
14021458
212921348
done50001348

prune422.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 21.9b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.4b
(+ (* x y) (* z (- t a)))
0.8b
(/ 1 (+ y (* z (- b y))))
21.0b
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

rewrite139.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
25×*-un-lft-identity
22×add-cube-cbrt
20×times-frac associate-*r*
19×add-exp-log
13×add-cbrt-cube
pow1
associate-*l* add-log-exp
flip3-+ prod-exp flip-+
distribute-rgt-in sub-neg associate-+r+ distribute-lft-in div-exp associate-/r/ unswap-sqr
associate-*r/ associate-/r* cbrt-unprod associate-/l*
cbrt-undiv frac-times rec-exp 1-exp pow-prod-down associate-*l/ *-commutative div-inv
+-commutative flip3-- pow-flip frac-2neg clear-num sum-log un-div-inv flip-- distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 116
Calls
4 calls:
34.0ms
(* z (- b y))
16.0ms
(+ (* x y) (* z (- t a)))
17.0ms
(/ 1 (+ y (* z (- b y))))
66.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

series616.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(* z (- b y))
48.0ms
(+ (* x y) (* z (- t a)))
128.0ms
(/ 1 (+ y (* z (- b y))))
401.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

simplify946.0ms

Counts
128 → 128
Iterations

Useful iterations: 2 (275.0ms)

IterNodesCost
01762024
14431842
214771656
done50001656

prune360.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 21.9b

localize24.0ms

Local error

Found 4 expressions with local error:

0.4b
(+ (* x y) (* t z))
0.8b
(/ 1 (+ y (* z (- b y))))
1.4b
(+ (+ (* x y) (* t z)) (* z (- a)))
21.0b
(* (+ (+ (* x y) (* t z)) (* z (- a))) (/ 1 (+ y (* z (- b y)))))

rewrite171.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
20×add-cube-cbrt times-frac
17×add-exp-log
15×associate-*r*
11×add-cbrt-cube add-log-exp
pow1
flip3-+ flip-+
div-exp prod-exp sum-log associate-/r/
associate-*l* associate-/r* associate-/l* unswap-sqr
cbrt-undiv +-commutative frac-times rec-exp 1-exp associate-*l/ distribute-rgt-neg-out cbrt-unprod div-inv
associate-+l+ pow-flip frac-2neg associate-*r/ unsub-neg pow-prod-down clear-num un-div-inv *-commutative inv-pow
Counts
4 → 101
Calls
4 calls:
11.0ms
(+ (* x y) (* t z))
15.0ms
(/ 1 (+ y (* z (- b y))))
35.0ms
(+ (+ (* x y) (* t z)) (* z (- a)))
104.0ms
(* (+ (+ (* x y) (* t z)) (* z (- a))) (/ 1 (+ y (* z (- b y)))))

series615.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(+ (* x y) (* t z))
89.0ms
(/ 1 (+ y (* z (- b y))))
60.0ms
(+ (+ (* x y) (* t z)) (* z (- a)))
427.0ms
(* (+ (+ (* x y) (* t z)) (* z (- a))) (/ 1 (+ y (* z (- b y)))))

simplify966.0ms

Counts
113 → 113
Iterations

Useful iterations: done (963.0ms)

IterNodesCost
01522184
14311943
217541688
done50001686

prune434.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 21.9b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.4b
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
0.4b
(+ (* x y) (* z (- t a)))
21.7b
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

rewrite452.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
62×add-sqr-sqrt
60×*-un-lft-identity
58×add-cube-cbrt
19×add-exp-log
18×associate-/r*
13×add-cbrt-cube
11×associate-/r/
div-exp
pow1 flip3-+ flip-+
div-inv associate-/l* add-log-exp
associate-*r*
cbrt-undiv distribute-rgt-in sub-neg associate-+r+ distribute-lft-in
associate-*l*
rec-exp frac-2neg 1-exp associate-*r/ clear-num associate-/l/
+-commutative flip3-- pow-flip pow-prod-down prod-exp sum-log *-commutative flip-- cbrt-unprod distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
4 → 156
Calls
4 calls:
353.0ms
(* z (- b y))
23.0ms
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
9.0ms
(+ (* x y) (* z (- t a)))
59.0ms
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

series1.4s

Counts
4 → 12
Calls
4 calls:
45.0ms
(* z (- b y))
964.0ms
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
64.0ms
(+ (* x y) (* z (- t a)))
375.0ms
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

simplify1.1s

Counts
168 → 168
Iterations

Useful iterations: done (1.1s)

IterNodesCost
02444169
15643899
215823574
done50013548

prune506.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 21.9b

regimes675.0ms

Accuracy

0% (0.7b remaining)

Error of 23.3b against oracle of 22.6b and baseline of 23.3b

bsearch0.0ms

simplify14.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01822
13022
23422
33522
done3522

end0.0ms

sample1.5s

Algorithm
intervals
Results
864.0ms8419×body80valid