Details

Time bar (total: 28.7s)

sample67.0ms

Algorithm
intervals
Results
18.0ms251×body80valid
16.0ms19×body640valid
2.0msbody1280valid
2.0ms11×body160valid
2.0msbody320valid
1.0msbody2560valid

simplify2.7s

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
011245
120245
243245
3103245
4266245
5656245
61598245
done5001245

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.1b

localize33.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
2.8b
(+ x (/ (* (- y x) (- z t)) (- a t)))
18.7b
(/ (* (- 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
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:
34.0ms
(* (- y x) (- z t))
32.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
24.0ms
(/ (* (- y x) (- z t)) (- a t))

series515.0ms

Counts
3 → 9
Calls
3 calls:
68.0ms
(* (- y x) (- z t))
291.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
156.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.7s

Counts
90 → 90
Iterations

Useful iterations: 2 (518.0ms)

IterNodesCost
016225515
148022392
2190421992
done500021992

prune684.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.3b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
2.4b
(/ (- y x) (/ (- a t) (- z t)))
2.8b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite204.0ms

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:
24.0ms
(/ (- a t) (- z t))
32.0ms
(/ (- y x) (/ (- a t) (- z t)))
116.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series626.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(/ (- a t) (- z t))
269.0ms
(/ (- y x) (/ (- a t) (- z t)))
282.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify3.6s

Counts
283 → 283
Iterations

Useful iterations: done (3.6s)

IterNodesCost
0354130065
11146121883
23727119516
done5000119231

prune1.5s

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 4.0b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
2.5b
(* (- y x) (/ (- z t) (- a t)))
2.8b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite130.0ms

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:
34.0ms
(/ (- z t) (- a t))
75.0ms
(* (- y x) (/ (- z t) (- a t)))
12.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series504.0ms

Counts
3 → 9
Calls
3 calls:
89.0ms
(/ (- z t) (- a t))
167.0ms
(* (- y x) (/ (- z t) (- a t)))
247.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify2.0s

Counts
128 → 128
Iterations

Useful iterations: done (1.9s)

IterNodesCost
018336295
150433341
2172432855
done500132775

prune876.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 4.0b

localize30.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (- y x)) (cbrt (- y x)))
1.3b
(/ (/ (- a t) (- z t)) (cbrt (- y x)))
1.5b
(/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x))))
7.6b
(+ x (/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x)))))

rewrite527.0ms

Algorithm
rewrite-expression-head
Rules
1623×times-frac
1181×add-sqr-sqrt *-un-lft-identity
498×cbrt-prod
477×add-cube-cbrt
350×distribute-lft-out--
348×difference-of-squares
262×associate-/r*
57×associate-/r/
40×flip3-- flip--
32×add-exp-log associate-/l*
30×cbrt-div
29×div-inv
18×add-cbrt-cube
15×cbrt-undiv div-exp
11×pow1
10×swap-sqr
associate-/l/
frac-times associate-*r* associate-*l*
pow1/3 add-log-exp
associate-*l/ prod-exp associate-*r/ cbrt-unprod unswap-sqr
clear-num frac-2neg div-sub pow-prod-down pow-sqr pow-prod-up
pow2 +-commutative sum-log flip3-+ pow-plus *-commutative flip-+ distribute-lft-out
Counts
4 → 913
Calls
4 calls:
31.0ms
(* (cbrt (- y x)) (cbrt (- y x)))
48.0ms
(/ (/ (- a t) (- z t)) (cbrt (- y x)))
88.0ms
(/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x))))
223.0ms
(+ x (/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x)))))

series1.0s

Counts
4 → 12
Calls
4 calls:
159.0ms
(* (cbrt (- y x)) (cbrt (- y x)))
300.0ms
(/ (/ (- a t) (- z t)) (cbrt (- y x)))
320.0ms
(/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x))))
244.0ms
(+ x (/ (* (cbrt (- y x)) (cbrt (- y x))) (/ (/ (- a t) (- z t)) (cbrt (- y x)))))

simplify4.2s

Counts
925 → 925
Iterations

Useful iterations: done (3.9s)

IterNodesCost
0960622729
12841571479
done5001566521

prune4.9s

Pruning

13 alts after pruning (10 fresh and 3 done)

Merged error: 4.0b

regimes847.0ms

Accuracy

18.5% (6.2b remaining)

Error of 10.3b against oracle of 4.2b and baseline of 11.7b

bsearch113.0ms

Steps
ItersRangePoint
7
2.0561356340656335e-220
2.274793818262475e-218
2.2402489003734661e-218
8
-1.6666483488478152e-138
-3.805722520557681e-141
-8.219955541919714e-141

simplify11.0ms

Iterations

Useful iterations: 0 (3.0ms)

IterNodesCost
023747
130747
done30747

end0.0ms

sample1.8s

Algorithm
intervals
Results
586.0ms526×body640valid
551.0ms7699×body80valid
131.0ms264×body1280valid
61.0ms395×body320valid
26.0ms248×body160valid
6.0ms19×body2560valid