Details

Time bar (total: 16.4s)

sample37.0ms

Algorithm
intervals
Results
13.0ms245×body80valid
3.0ms18×body320valid
2.0msbody1280valid
2.0msbody640valid
1.0msbody160valid

simplify1.8s

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: 23.3b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
3.4b
(+ x (/ (* (- y x) (- z t)) (- a t)))
16.4b
(/ (* (- y x) (- z t)) (- a t))

rewrite88.0ms

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:
36.0ms
(* (- y x) (- z t))
20.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
29.0ms
(/ (* (- y x) (- z t)) (- a t))

series416.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(* (- y x) (- z t))
220.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
146.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.7s

Counts
93 → 93
Iterations
IterNodes
done5008
21910
1483
0165

prune543.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.1b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
2.2b
(* (- y x) (/ (- z t) (- a t)))
3.4b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite146.0ms

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:
42.0ms
(/ (- z t) (- a t))
84.0ms
(* (- y x) (/ (- z t) (- a t)))
13.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series514.0ms

Counts
3 → 9
Calls
3 calls:
69.0ms
(/ (- z t) (- a t))
206.0ms
(* (- y x) (/ (- z t) (- a t)))
239.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify1.9s

Counts
131 → 131
Iterations
IterNodes
done5000
21734
1507
0186

prune627.0ms

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.1b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
2.7b
(/ (- y x) (/ (- a t) (- z t)))
3.4b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite222.0ms

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:
22.0ms
(/ (- a t) (- z t))
56.0ms
(/ (- y x) (/ (- a t) (- z t)))
120.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series629.0ms

Counts
3 → 9
Calls
3 calls:
60.0ms
(/ (- a t) (- z t))
297.0ms
(/ (- y x) (/ (- a t) (- z t)))
272.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify2.0s

Counts
286 → 286
Iterations
IterNodes
done5000
23910
11153
0357

prune1.1s

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 5.1b

localize27.0ms

Local error

Found 3 expressions with local error:

0.3b
(* (- z t) (/ 1 (- a t)))
2.2b
(* (- y x) (* (- z t) (/ 1 (- a t))))
3.8b
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

rewrite147.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
27×add-exp-log
25×*-un-lft-identity
22×associate-*r*
20×frac-times
17×times-frac add-cbrt-cube
16×flip3-- flip--
14×add-cube-cbrt
13×prod-exp
10×pow1 associate-*l* associate-*l/ associate-*r/
cbrt-unprod
distribute-lft-out-- add-log-exp difference-of-squares
div-exp pow-prod-down un-div-inv
insert-posit16 unswap-sqr
cbrt-undiv rec-exp 1-exp associate-/r/ *-commutative
+-commutative sum-log flip3-+ flip-+ div-inv
Counts
3 → 108
Calls
3 calls:
44.0ms
(* (- z t) (/ 1 (- a t)))
89.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
9.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

series427.0ms

Counts
3 → 9
Calls
3 calls:
61.0ms
(* (- z t) (/ 1 (- a t)))
129.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
237.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

simplify1.6s

Counts
117 → 117
Iterations
IterNodes
done5003
22223
1587
0208

prune411.0ms

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 5.1b

regimes660.0ms

Accuracy

46.4% (4.1b remaining)

Error of 8.2b against oracle of 4.0b and baseline of 11.8b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done35
135
026

end0.0ms

sample1.4s

Algorithm
intervals
Results
703.0ms7765×body80valid
143.0ms494×body640valid
110.0ms269×body1280valid
72.0ms412×body320valid
33.0ms263×body160valid
6.0ms17×body2560valid