Details

Time bar (total: 25.5s)

sample39.0ms

Algorithm
intervals
Results
14.0ms228×body80valid
3.0ms20×body320valid
2.0ms14×body640valid
1.0msbody1280valid
1.0msbody160valid
0.0msbody2560valid

simplify4.6s

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

prune17.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.3b

localize16.0ms

Local error

Found 2 expressions with local error:

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

rewrite11.0ms

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/ log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg flip3-- div-exp fma-udef div-inv flip--
Counts
2 → 49
Calls
2 calls:
9.0ms
(/ y (- a t))
0.0ms
(fma (- t z) (/ y (- a t)) (+ x y))

series222.0ms

Counts
2 → 6
Calls
2 calls:
48.0ms
(/ y (- a t))
174.0ms
(fma (- t z) (/ y (- a t)) (+ x y))

simplify1.6s

Counts
55 → 55
Iterations
IterNodes
done5000
31426
2444
1174
092

prune426.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 4.6b

localize36.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- a t))
4.0b
(+ (* (- t z) (/ y (- a t))) (+ x y))
8.7b
(* (- t z) (/ y (- a t)))

rewrite93.0ms

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/ 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 → 113
Calls
3 calls:
10.0ms
(/ y (- a t))
25.0ms
(+ (* (- t z) (/ y (- a t))) (+ x y))
54.0ms
(* (- t z) (/ y (- a t)))

series320.0ms

Counts
3 → 9
Calls
3 calls:
35.0ms
(/ y (- a t))
187.0ms
(+ (* (- t z) (/ y (- a t))) (+ x y))
97.0ms
(* (- t z) (/ y (- a t)))

simplify2.6s

Counts
122 → 122
Iterations
IterNodes
done5001
23029
1672
0214

prune957.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 4.6b

localize56.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- t z))
3.5b
(* (cbrt (- t z)) (/ y (- a t)))
5.3b
(* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))))
8.4b
(+ (* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t)))) (+ x y))

rewrite371.0ms

Algorithm
rewrite-expression-head
Rules
330×cbrt-div
248×frac-times
166×flip3-- flip--
116×associate-*l/
106×frac-add
79×associate-*r/
54×flip3-+ flip-+
36×add-sqr-sqrt
30×add-exp-log
26×*-un-lft-identity
22×associate-*r*
18×pow1 add-cbrt-cube
17×times-frac
16×add-cube-cbrt
15×prod-exp cbrt-unprod
12×cbrt-prod
associate-*l* pow-prod-down add-log-exp
distribute-lft-out-- difference-of-squares
expm1-log1p-u log1p-expm1-u unswap-sqr
cbrt-undiv sum-log div-exp
associate-/r/ *-commutative
+-commutative associate-+r+ fma-def pow1/3 div-inv
Counts
4 → 273
Calls
4 calls:
3.0ms
(cbrt (- t z))
46.0ms
(* (cbrt (- t z)) (/ y (- a t)))
146.0ms
(* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))))
140.0ms
(+ (* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t)))) (+ x y))

series1.3s

Counts
4 → 12
Calls
4 calls:
261.0ms
(cbrt (- t z))
702.0ms
(* (cbrt (- t z)) (/ y (- a t)))
92.0ms
(* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))))
244.0ms
(+ (* (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t)))) (+ x y))

simplify3.0s

Counts
285 → 285
Iterations
IterNodes
done5003
12669
0664

prune3.2s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.5b

localize28.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- t z))
0.6b
(cbrt (- t z))
3.5b
(* (cbrt (- t z)) (/ y (- a t)))
12.3b
(fma (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))) (+ x y))

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
39×add-sqr-sqrt
29×*-un-lft-identity
21×associate-*r*
17×cbrt-prod times-frac add-cube-cbrt
add-exp-log
cbrt-div associate-*l*
add-cbrt-cube
pow1 distribute-lft-out-- difference-of-squares
flip3-- flip--
expm1-log1p-u log1p-expm1-u add-log-exp unswap-sqr
frac-times pow1/3 associate-*l/ prod-exp associate-/r/ cbrt-unprod
cbrt-undiv div-exp pow-prod-down associate-*r/ *-commutative fma-udef div-inv
Counts
4 → 97
Calls
4 calls:
3.0ms
(cbrt (- t z))
3.0ms
(cbrt (- t z))
44.0ms
(* (cbrt (- t z)) (/ y (- a t)))
0.0ms
(fma (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))) (+ x y))

series1.3s

Counts
4 → 12
Calls
4 calls:
212.0ms
(cbrt (- t z))
199.0ms
(cbrt (- t z))
566.0ms
(* (cbrt (- t z)) (/ y (- a t)))
283.0ms
(fma (* (cbrt (- t z)) (cbrt (- t z))) (* (cbrt (- t z)) (/ y (- a t))) (+ x y))

simplify2.2s

Counts
109 → 109
Iterations
IterNodes
done5001
33880
21152
1429
0180

prune741.0ms

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 4.5b

regimes813.0ms

Accuracy

33.4% (6.1b remaining)

Error of 9.1b against oracle of 3.0b and baseline of 12.2b

bsearch109.0ms

Steps
ItersRangePoint
7
9.806112190462245e+179
1.1551355022400793e+182
9.944888148073561e+179
10
-9.698398649057306e+55
-1.4923929367486821e+46
-4.367546623917848e+55

simplify3.0ms

Iterations
IterNodes
done25
125
019

end0.0ms

sample1.3s

Algorithm
intervals
Results
536.0ms7416×body80valid
161.0ms258×body1280valid
121.0ms430×body640valid
58.0ms402×body320valid
31.0ms255×body160valid
5.0ms16×body2560valid