Details

Time bar (total: 17.9s)

sample35.0ms

Algorithm
intervals
Results
9.0ms237×body80valid
3.0ms18×body640valid
1.0msbody1280valid
1.0ms12×body320valid
1.0ms13×body160valid
0.0msbody2560valid

simplify1.5s

Counts
1 → 1
Iterations
IterNodes
done5000
63465
5879
4292
3111
245
120
011

prune22.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 12.4b

localize27.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y x) (- a t))
4.4b
(* (/ (- y x) (- a t)) (- z t))
4.5b
(+ x (* (/ (- y x) (- a t)) (- z t)))

rewrite126.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*l*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*r* flip-- associate-/l* add-log-exp
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in associate-/r/
frac-times cbrt-undiv div-exp prod-exp associate-*r/ cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ *-commutative flip-+
Counts
3 → 127
Calls
3 calls:
33.0ms
(/ (- y x) (- a t))
70.0ms
(* (/ (- y x) (- a t)) (- z t))
12.0ms
(+ x (* (/ (- y x) (- a t)) (- z t)))

series582.0ms

Counts
3 → 9
Calls
3 calls:
66.0ms
(/ (- y x) (- a t))
265.0ms
(* (/ (- y x) (- a t)) (- z t))
250.0ms
(+ x (* (/ (- y x) (- a t)) (- z t)))

simplify999.0ms

Counts
136 → 136
Iterations
IterNodes
done5002
22186
1540
0196

prune811.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 7.5b

localize26.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.3b
(* (- y x) (/ (- z t) (- a t)))
3.5b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite106.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*l* flip-- associate-/l* add-log-exp
associate-/r/
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 119
Calls
3 calls:
19.0ms
(/ (- z t) (- a t))
76.0ms
(* (- y x) (/ (- z t) (- a t)))
6.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series482.0ms

Counts
3 → 9
Calls
3 calls:
81.0ms
(/ (- z t) (- a t))
170.0ms
(* (- y x) (/ (- z t) (- a t)))
231.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify1.5s

Counts
128 → 128
Iterations
IterNodes
done5001
22596
1504
0183

prune778.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.4b

localize30.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- y x))
0.5b
(cbrt (- y x))
1.0b
(* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t))))
9.6b
(+ x (* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t)))))

rewrite312.0ms

Algorithm
rewrite-expression-head
Rules
479×times-frac
428×add-sqr-sqrt
390×*-un-lft-identity
253×associate-*r*
171×cbrt-prod
159×add-cube-cbrt
113×distribute-lft-out-- difference-of-squares
61×add-exp-log
28×add-cbrt-cube
27×div-exp
21×prod-exp
17×associate-/r/
15×cbrt-undiv unswap-sqr
12×cbrt-unprod
10×flip3-- div-inv flip--
associate-*l*
pow1 1-exp add-log-exp
cbrt-div
pow1/3
frac-times +-commutative sum-log flip3-+ pow-prod-down associate-*l/ associate-*r/ *-commutative flip-+
Counts
4 → 352
Calls
4 calls:
6.0ms
(cbrt (- y x))
6.0ms
(cbrt (- y x))
241.0ms
(* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t))))
5.0ms
(+ x (* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t)))))

series986.0ms

Counts
4 → 12
Calls
4 calls:
202.0ms
(cbrt (- y x))
213.0ms
(cbrt (- y x))
344.0ms
(* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t))))
228.0ms
(+ x (* (/ (* (cbrt (- y x)) (cbrt (- y x))) 1) (/ (cbrt (- y x)) (/ (- a t) (- z t)))))

simplify1.3s

Counts
364 → 364
Iterations
IterNodes
done5000
12116
0553

prune2.0s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 4.4b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a t) (- y x))
0.5b
(/ 1 (/ (- a t) (- y x)))
4.4b
(* (/ 1 (/ (- a t) (- y x))) (- z t))
6.2b
(+ x (* (/ 1 (/ (- a t) (- y x))) (- z t)))

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
338×add-sqr-sqrt
326×*-un-lft-identity
158×add-cube-cbrt
98×associate-*l*
83×distribute-lft-out-- difference-of-squares
36×associate-/r* add-exp-log
20×add-cbrt-cube
18×associate-/r/
15×div-exp
11×flip3-- flip--
10×div-inv
associate-/l*
pow1 cbrt-undiv prod-exp
add-log-exp
associate-*r* unswap-sqr
distribute-rgt-in rec-exp associate-+r+ sub-neg distribute-lft-in 1-exp
cbrt-unprod
frac-times clear-num frac-2neg associate-*r/ associate-/l/
+-commutative sum-log flip3-+ div-sub pow-prod-down associate-*l/ *-commutative flip-+ pow-flip inv-pow
Counts
4 → 351
Calls
4 calls:
19.0ms
(/ (- a t) (- y x))
35.0ms
(/ 1 (/ (- a t) (- y x)))
106.0ms
(* (/ 1 (/ (- a t) (- y x))) (- z t))
6.0ms
(+ x (* (/ 1 (/ (- a t) (- y x))) (- z t)))

series1.1s

Counts
4 → 12
Calls
4 calls:
94.0ms
(/ (- a t) (- y x))
327.0ms
(/ 1 (/ (- a t) (- y x)))
486.0ms
(* (/ 1 (/ (- a t) (- y x))) (- z t))
242.0ms
(+ x (* (/ 1 (/ (- a t) (- y x))) (- z t)))

simplify562.0ms

Counts
363 → 363
Iterations
IterNodes
done5000
11202
0400

prune1.4s

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 4.4b

regimes726.0ms

Accuracy

18.1% (6.4b remaining)

Error of 10.5b against oracle of 4.1b and baseline of 11.9b

bsearch133.0ms

Steps
ItersRangePoint
7
4.796121574418588e-114
1.1149325664425158e-112
4.854445287131613e-114
9
-3.3749816605740785e-170
-2.904187976604113e-175
-1.3489359762384461e-173

simplify2.0ms

Iterations
IterNodes
done31
131
023

end0.0ms

sample2.1s

Algorithm
intervals
Results
1.1s7689×body80valid
160.0ms493×body640valid
117.0ms403×body320valid
86.0ms290×body1280valid
31.0ms282×body160valid
6.0ms18×body2560valid