Details

Time bar (total: 17.5s)

sample41.0ms

Algorithm
intervals
Results
21.0ms263×body80valid

simplify3.7s

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: 21.5b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.0b
(* z (- b y))
0.9b
(+ (* x y) (* z (- t a)))
20.8b
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

rewrite97.0ms

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:
25.0ms
(* z (- t a))
20.0ms
(* z (- b y))
9.0ms
(+ (* x y) (* z (- t a)))
40.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

series649.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* z (- t a))
66.0ms
(* z (- b y))
65.0ms
(+ (* x y) (* z (- t a)))
453.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

simplify1.1s

Counts
110 → 110
Iterations

Useful iterations: 2 (303.0ms)

IterNodesCost
01691522
14021458
212921348
done50001348

prune541.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 20.8b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.4b
(/ 1 (+ y (* z (- b y))))
0.9b
(+ (* x y) (* z (- t a)))
20.5b
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

rewrite151.0ms

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:
37.0ms
(* z (- b y))
21.0ms
(/ 1 (+ y (* z (- b y))))
20.0ms
(+ (* x y) (* z (- t a)))
69.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

series756.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(* z (- b y))
123.0ms
(/ 1 (+ y (* z (- b y))))
73.0ms
(+ (* x y) (* z (- t a)))
512.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ y (* z (- b y)))))

simplify1.2s

Counts
128 → 128
Iterations

Useful iterations: 2 (308.0ms)

IterNodesCost
01762024
14431842
214771656
done50001656

prune865.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 20.8b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.3b
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
0.9b
(+ (* x y) (* z (- t a)))
20.7b
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

rewrite115.0ms

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:
22.0ms
(* z (- b y))
25.0ms
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
18.0ms
(+ (* x y) (* z (- t a)))
44.0ms
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

series1.6s

Counts
4 → 12
Calls
4 calls:
50.0ms
(* z (- b y))
1.1s
(/ 1 (/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a)))))
50.0ms
(+ (* x y) (* z (- t a)))
369.0ms
(/ (+ y (* z (- b y))) (+ (* x y) (* z (- t a))))

simplify983.0ms

Counts
168 → 168
Iterations

Useful iterations: done (976.0ms)

IterNodesCost
02444169
15643899
215823574
done50013548

prune625.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 20.8b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- b y) z)
0.3b
(/ 1 (/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a)))))
0.9b
(+ (* x y) (* z (- t a)))
20.7b
(/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a))))

rewrite142.0ms

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-*l*
cbrt-undiv associate-+r+
associate-*r*
distribute-rgt-in sub-neg rec-exp frac-2neg distribute-lft-in 1-exp associate-*l/ 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 → 152
Calls
4 calls:
33.0ms
(* (- b y) z)
29.0ms
(/ 1 (/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a)))))
21.0ms
(+ (* x y) (* z (- t a)))
44.0ms
(/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a))))

series1.4s

Counts
4 → 12
Calls
4 calls:
34.0ms
(* (- b y) z)
971.0ms
(/ 1 (/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a)))))
87.0ms
(+ (* x y) (* z (- t a)))
287.0ms
(/ (+ y (* (- b y) z)) (+ (* x y) (* z (- t a))))

simplify1.3s

Counts
164 → 164
Iterations

Useful iterations: done (1.3s)

IterNodesCost
02404137
15583871
216253546
done50003520

prune534.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 20.8b

regimes468.0ms

Accuracy

0% (0.7b remaining)

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

bsearch0.0ms

simplify5.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01619
12419
done2419

end0.0ms

sample1.2s

Algorithm
intervals
Results
752.0ms8367×body80valid