Details

Time bar (total: 17.1s)

sample55.0ms

Algorithm
intervals
Results
22.0ms238×body80valid
6.0ms17×body640valid
5.0ms11×body1280valid
3.0ms12×body320valid
2.0ms10×body160valid

simplify1.7s

Counts
1 → 1
Iterations
IterNodes
done5001
61598
5656
4266
3103
243
120
011

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 21.8b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
3.1b
(+ x (/ (* (- y x) (- z t)) (- a t)))
14.3b
(/ (* (- y x) (- z t)) (- a t))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
13×flip3-- flip--
10×add-cbrt-cube add-exp-log
frac-times associate-/l/
add-cube-cbrt
pow1 associate-/r* times-frac associate-*r* associate-*l* add-log-exp
associate-*l/ associate-*r/ distribute-lft-out-- difference-of-squares
insert-posit16
distribute-rgt-in cbrt-undiv sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 84
Calls
3 calls:
38.0ms
(* (- y x) (- z t))
25.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
28.0ms
(/ (* (- y x) (- z t)) (- a t))

series423.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(* (- y x) (- z t))
243.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
132.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.8s

Counts
93 → 93
Iterations
IterNodes
done5008
21910
1483
0165

prune692.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 4.3b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
2.2b
(* (- y x) (/ (- z t) (- a t)))
3.1b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite97.0ms

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/
insert-posit16
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 → 122
Calls
3 calls:
16.0ms
(/ (- z t) (- a t))
67.0ms
(* (- y x) (/ (- z t) (- a t)))
6.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series434.0ms

Counts
3 → 9
Calls
3 calls:
66.0ms
(/ (- z t) (- a t))
150.0ms
(* (- y x) (/ (- z t) (- a t)))
217.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify1.6s

Counts
131 → 131
Iterations
IterNodes
done5000
21734
1507
0186

prune621.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 4.3b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
2.3b
(/ (- y x) (/ (- a t) (- z t)))
3.1b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
330×times-frac
323×*-un-lft-identity
321×add-sqr-sqrt
113×add-cube-cbrt
104×distribute-lft-out-- difference-of-squares
36×associate-/r*
15×associate-/r/
10×add-cbrt-cube add-exp-log associate-/l*
flip3-- flip--
div-inv
add-log-exp
cbrt-undiv div-exp associate-/l/
pow1 div-sub insert-posit16
clear-num frac-2neg
+-commutative associate-+r- sum-log flip3-+ flip-+ distribute-lft-out
Counts
3 → 277
Calls
3 calls:
18.0ms
(/ (- a t) (- z t))
25.0ms
(/ (- y x) (/ (- a t) (- z t)))
31.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series578.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(/ (- a t) (- z t))
297.0ms
(/ (- y x) (/ (- a t) (- z t)))
205.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify1.9s

Counts
286 → 286
Iterations
IterNodes
done5000
23910
11153
0357

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

localize30.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ a (- z t)) (/ t (- z t)))
0.0b
(/ t (- z t))
2.3b
(/ (- y x) (- (/ a (- z t)) (/ t (- z t))))
3.1b
(+ x (/ (- y x) (- (/ a (- z t)) (/ t (- z t)))))

rewrite227.0ms

Algorithm
rewrite-expression-head
Rules
283×*-un-lft-identity
231×times-frac
211×add-sqr-sqrt
107×distribute-lft-out--
65×difference-of-squares
53×add-cube-cbrt
34×associate-/r/
23×associate-/r*
21×distribute-rgt-out--
18×flip3-- flip--
16×div-inv
add-cbrt-cube add-exp-log associate-/l* add-log-exp
pow1 insert-posit16
cbrt-undiv clear-num frac-2neg div-sub div-exp frac-sub sub-div associate-/l/
+-commutative associate-+r- sum-log sub-neg flip3-+ diff-log flip-+ distribute-lft-out
Counts
4 → 215
Calls
4 calls:
47.0ms
(- (/ a (- z t)) (/ t (- z t)))
14.0ms
(/ t (- z t))
69.0ms
(/ (- y x) (- (/ a (- z t)) (/ t (- z t))))
92.0ms
(+ x (/ (- y x) (- (/ a (- z t)) (/ t (- z t)))))

series567.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(- (/ a (- z t)) (/ t (- z t)))
63.0ms
(/ t (- z t))
205.0ms
(/ (- y x) (- (/ a (- z t)) (/ t (- z t))))
229.0ms
(+ x (/ (- y x) (- (/ a (- z t)) (/ t (- z t)))))

simplify1.7s

Counts
227 → 227
Iterations
IterNodes
done5000
22134
1770
0312

prune963.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

regimes639.0ms

Accuracy

43.6% (4.3b remaining)

Error of 8.7b against oracle of 4.4b and baseline of 12.0b

bsearch2.0ms

simplify9.0ms

Iterations
IterNodes
done44
144
035

end0.0ms

sample1.8s

Algorithm
intervals
Results
800.0ms7722×body80valid
433.0ms264×body1280valid
139.0ms470×body640valid
121.0ms427×body320valid
47.0ms324×body160valid
8.0ms17×body2560valid