Details

Time bar (total: 17.2s)

sample39.0ms

Algorithm
intervals
Results
10.0ms252×body80valid
3.0ms21×body640valid
2.0msbody1280valid
2.0ms15×body320valid
1.0msbody160valid

simplify1.8s

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

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.1b

localize29.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
3.0b
(+ x (/ (* (- y x) (- z t)) (- a t)))
18.4b
(/ (* (- y x) (- z t)) (- a t))

rewrite120.0ms

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
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 → 81
Calls
3 calls:
45.0ms
(* (- y x) (- z t))
32.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
39.0ms
(/ (* (- y x) (- z t)) (- a t))

series440.0ms

Counts
3 → 9
Calls
3 calls:
41.0ms
(* (- y x) (- z t))
223.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
175.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.3s

Counts
90 → 90
Iterations
IterNodes
done5000
22654
1480
0162

prune525.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.1b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.2b
(* (- y x) (/ (- z t) (- a t)))
3.0b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite80.0ms

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))
48.0ms
(* (- y x) (/ (- z t) (- a t)))
10.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series364.0ms

Counts
3 → 9
Calls
3 calls:
63.0ms
(/ (- z t) (- a t))
124.0ms
(* (- y x) (/ (- z t) (- a t)))
177.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify1.5s

Counts
128 → 128
Iterations
IterNodes
done5001
22596
1504
0183

prune635.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 4.1b

localize18.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
1.5b
(/ (- y x) (/ (- a t) (- z t)))
3.0b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite146.0ms

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
clear-num frac-2neg
+-commutative associate-+r- sum-log flip3-+ flip-+ distribute-lft-out
Counts
3 → 274
Calls
3 calls:
18.0ms
(/ (- a t) (- z t))
36.0ms
(/ (- y x) (/ (- a t) (- z t)))
75.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series460.0ms

Counts
3 → 9
Calls
3 calls:
53.0ms
(/ (- a t) (- z t))
215.0ms
(/ (- y x) (/ (- a t) (- z t)))
192.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify838.0ms

Counts
283 → 283
Iterations
IterNodes
done5000
11152
0354

prune1.3s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 4.1b

localize33.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* (- z t) (/ 1 (- a t)))
1.2b
(* (- y x) (* (- z t) (/ 1 (- a t))))
4.5b
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

rewrite186.0ms

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
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 → 146
Calls
4 calls:
10.0ms
(/ 1 (- a t))
60.0ms
(* (- z t) (/ 1 (- a t)))
98.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
13.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

series508.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(/ 1 (- a t))
64.0ms
(* (- z t) (/ 1 (- a t)))
150.0ms
(* (- y x) (* (- z t) (/ 1 (- a t))))
235.0ms
(+ x (* (- y x) (* (- z t) (/ 1 (- a t)))))

simplify3.7s

Counts
158 → 158
Iterations
IterNodes
done5000
24379
1619
0221

prune791.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 4.1b

regimes615.0ms

Accuracy

19.5% (6.0b remaining)

Error of 9.9b against oracle of 3.9b and baseline of 11.3b

bsearch178.0ms

Steps
ItersRangePoint
9
8.154765957816058e-175
1.7515810259041272e-168
2.3967514471492045e-172
9
-1.2301964349234296e-173
-4.026234234862855e-179
-3.558394661228404e-174

simplify4.0ms

Iterations
IterNodes
done30
130
023

end0.0ms

sample1.6s

Algorithm
intervals
Results
655.0ms7795×body80valid
132.0ms491×body640valid
102.0ms264×body1280valid
60.0ms372×body320valid
28.0ms267×body160valid
6.0ms20×body2560valid