Details

Time bar (total: 10.7s)

sample44.0ms

Algorithm
intervals
Results
19.0ms249×body80valid
5.0ms16×body640valid
2.0msbody1280valid
2.0ms11×body320valid
2.0ms13×body160valid

simplify749.0ms

Counts
1 → 1
Iterations
IterNodes
done2001
61598
5656
4266
3103
243
120
011

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.0b

localize30.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
4.0b
(+ x (/ (* (- y x) (- z t)) (- a t)))
16.2b
(/ (* (- y x) (- z t)) (- a t))

rewrite125.0ms

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:
48.0ms
(* (- y x) (- z t))
28.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
47.0ms
(/ (* (- y x) (- z t)) (- a t))

series428.0ms

Counts
3 → 9
Calls
3 calls:
46.0ms
(* (- y x) (- z t))
203.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
179.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify603.0ms

Counts
93 → 93
Iterations
IterNodes
done2002
21910
1483
0165

prune339.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 3.3b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
3.3b
(* (- y x) (/ (- z t) (- a t)))
4.0b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite66.0ms

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:
17.0ms
(/ (- z t) (- a t))
39.0ms
(* (- y x) (/ (- z t) (- a t)))
7.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series373.0ms

Counts
3 → 9
Calls
3 calls:
52.0ms
(/ (- z t) (- a t))
136.0ms
(* (- y x) (/ (- z t) (- a t)))
185.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify718.0ms

Counts
131 → 131
Iterations
IterNodes
done2002
21734
1507
0186

prune551.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 3.3b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* (- z t) (/ 1 (- a t)))
3.3b
(* (- y x) (* (- z t) (/ 1 (- a t))))
5.2b
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
50×add-sqr-sqrt
44×*-un-lft-identity
32×times-frac add-exp-log
25×add-cube-cbrt
22×associate-*r*
20×frac-times add-cbrt-cube
17×flip3-- flip--
13×prod-exp
12×pow1
10×associate-*l* associate-*l/ associate-*r/
distribute-lft-out-- difference-of-squares
cbrt-unprod
div-exp add-log-exp
associate-/r*
pow-prod-down associate-/r/ un-div-inv insert-posit16
cbrt-undiv rec-exp 1-exp associate-/l* unswap-sqr
*-commutative div-inv
+-commutative clear-num sum-log frac-2neg flip3-+ flip-+ pow-flip inv-pow
Counts
4 → 150
Calls
4 calls:
11.0ms
(/ 1 (- a t))
41.0ms
(* (- z t) (/ 1 (- a t)))
60.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
10.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

series482.0ms

Counts
4 → 12
Calls
4 calls:
52.0ms
(/ 1 (- a t))
64.0ms
(* (- z t) (/ 1 (- a t)))
155.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
211.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

simplify481.0ms

Counts
162 → 162
Iterations
IterNodes
done2003
1616
0225

prune693.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 3.3b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
3.5b
(/ (- y x) (/ (- a t) (- z t)))
4.0b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite97.0ms

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:
23.0ms
(/ (- a t) (- z t))
26.0ms
(/ (- y x) (/ (- a t) (- z t)))
40.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series544.0ms

Counts
3 → 9
Calls
3 calls:
57.0ms
(/ (- a t) (- z t))
268.0ms
(/ (- y x) (/ (- a t) (- z t)))
219.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify672.0ms

Counts
286 → 286
Iterations
IterNodes
done2001
11153
0357

prune1.0s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 2.8b

regimes452.0ms

Accuracy

6.1% (6.8b remaining)

Error of 11.3b against oracle of 4.5b and baseline of 11.7b

bsearch62.0ms

Steps
ItersRangePoint
10
-1.4974058032627534e+254
-6.165071786140764e+243
-5.3888449508600594e+250

simplify3.0ms

Iterations
IterNodes
done21
121
016

end0.0ms

sample2.0s

Algorithm
intervals
Results
718.0ms7784×body80valid
605.0ms489×body640valid
144.0ms419×body320valid
128.0ms259×body1280valid
44.0ms268×body160valid
7.0ms14×body2560valid