Details

Time bar (total: 20.3s)

sample74.0ms

Algorithm
intervals
Results
29.0ms231×body80valid
8.0ms17×body640valid
7.0ms11×body1280valid
5.0ms13×body320valid
1.0msbody160valid

simplify4.5s

Counts
1 → 1
Iterations
IterNodes
done5001
83757
72046
6989
5406
4195
3103
250
122
011

prune23.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.3b

localize33.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- a t))
13.3b
(fma (- t z) (/ y (- a t)) (+ x y))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt *-un-lft-identity
15×times-frac
12×add-cube-cbrt
associate-/r*
add-cbrt-cube add-exp-log distribute-lft-out-- difference-of-squares
associate-/l*
expm1-log1p-u pow1 associate-/r/ insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg flip3-- div-exp fma-udef div-inv flip--
Counts
2 → 51
Calls
2 calls:
17.0ms
(/ y (- a t))
1.0ms
(fma (- t z) (/ y (- a t)) (+ x y))

series208.0ms

Counts
2 → 6
Calls
2 calls:
45.0ms
(/ y (- a t))
162.0ms
(fma (- t z) (/ y (- a t)) (+ x y))

simplify1.3s

Counts
57 → 57
Iterations
IterNodes
done5000
31386
2456
1176
094

prune419.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 4.2b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* y (/ 1 (- a t)))
13.3b
(fma (- t z) (* y (/ 1 (- a t))) (+ x y))

rewrite38.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
38×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-/r*
div-exp prod-exp associate-/r/
expm1-log1p-u associate-*l* insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv rec-exp flip3-- 1-exp cbrt-unprod div-inv flip--
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 102
Calls
3 calls:
10.0ms
(/ 1 (- a t))
26.0ms
(* y (/ 1 (- a t)))
0.0ms
(fma (- t z) (* y (/ 1 (- a t))) (+ x y))

series260.0ms

Counts
3 → 9
Calls
3 calls:
73.0ms
(/ 1 (- a t))
37.0ms
(* y (/ 1 (- a t)))
149.0ms
(fma (- t z) (* y (/ 1 (- a t))) (+ x y))

simplify1.9s

Counts
111 → 111
Iterations
IterNodes
done5000
31934
2768
1299
0135

prune543.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 4.2b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- a t))
4.4b
(+ (* (- t z) (/ y (- a t))) (+ x y))
9.6b
(* (- t z) (/ y (- a t)))

rewrite102.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
39×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
21×associate-*r*
10×add-cbrt-cube frac-add add-exp-log
flip3-- flip-- distribute-lft-out-- add-log-exp difference-of-squares
frac-times flip3-+ associate-*l/ flip-+
pow1 associate-/r* associate-*l*
associate-/r/
expm1-log1p-u sum-log associate-*r/ insert-posit16 log1p-expm1-u associate-/l*
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative associate-+r+ clear-num fma-def frac-2neg pow-prod-down *-commutative
Counts
3 → 116
Calls
3 calls:
14.0ms
(/ y (- a t))
45.0ms
(+ (* (- t z) (/ y (- a t))) (+ x y))
41.0ms
(* (- t z) (/ y (- a t)))

series355.0ms

Counts
3 → 9
Calls
3 calls:
46.0ms
(/ y (- a t))
209.0ms
(+ (* (- t z) (/ y (- a t))) (+ x y))
100.0ms
(* (- t z) (/ y (- a t)))

simplify2.5s

Counts
125 → 125
Iterations
IterNodes
done5000
23040
1675
0217

prune853.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 4.2b

localize47.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- a t))
0.5b
(cbrt (- a t))
3.3b
(* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t))))
8.1b
(+ (* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t)))) (+ x y))

rewrite187.0ms

Algorithm
rewrite-expression-head
Rules
51×add-sqr-sqrt
36×times-frac
35×*-un-lft-identity
30×associate-*r*
27×cbrt-prod
25×add-exp-log
23×add-cube-cbrt
18×cbrt-div add-cbrt-cube
17×associate-*l*
10×associate-/r/
flip3-- flip-- add-log-exp
prod-exp cbrt-unprod
frac-times cbrt-undiv div-exp
pow1 frac-add distribute-lft-out-- difference-of-squares unswap-sqr
associate-*l/ associate-*r/
expm1-log1p-u flip3-+ flip-+ insert-posit16 log1p-expm1-u
sum-log
pow1/3 div-inv
+-commutative associate-+r+ fma-def pow-prod-down *-commutative
Counts
4 → 139
Calls
4 calls:
3.0ms
(cbrt (- a t))
3.0ms
(cbrt (- a t))
114.0ms
(* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t))))
65.0ms
(+ (* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t)))) (+ x y))

series932.0ms

Counts
4 → 12
Calls
4 calls:
229.0ms
(cbrt (- a t))
217.0ms
(cbrt (- a t))
166.0ms
(* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t))))
321.0ms
(+ (* (/ (- t z) (* (cbrt (- a t)) (cbrt (- a t)))) (/ y (cbrt (- a t)))) (+ x y))

simplify2.6s

Counts
151 → 151
Iterations
IterNodes
done5000
23540
1889
0282

prune772.0ms

Pruning

14 alts after pruning (11 fresh and 3 done)

Merged error: 4.2b

regimes684.0ms

Accuracy

26.6% (6.0b remaining)

Error of 9.2b against oracle of 3.2b and baseline of 11.4b

bsearch108.0ms

Steps
ItersRangePoint
9
5.0875015420834634e-30
1.4423693549975343e-20
5.959771805378206e-30
7
-1.062177424076527e-128
-3.4706779128300513e-130
-4.3730723253157225e-129

simplify6.0ms

Iterations
IterNodes
done28
128
022

end0.0ms

sample1.6s

Algorithm
intervals
Results
796.0ms7368×body80valid
187.0ms260×body1280valid
167.0ms434×body640valid
100.0ms400×body320valid
46.0ms259×body160valid
5.0ms10×body2560valid