Details

Time bar (total: 16.5s)

sample27.0ms

Algorithm
intervals
Results
9.0ms257×body80valid
2.0ms15×body640valid
2.0ms10×body1280valid
1.0ms11×body320valid
0.0msbody160valid

simplify6.3s

Counts
1 → 1
Iterations

Useful iterations: 3 (11.0ms)

IterNodesCost
01113
12013
24513
311412
427812
561412
6124612
7230412
8405012
done500012

prune8.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 9.9b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y x) (- a t))
12.4b
(fma (/ (- y x) (- a t)) (- z t) x)

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l/ add-log-exp
cbrt-undiv frac-2neg div-sub div-exp clear-num fma-udef div-inv
Counts
2 → 64
Calls
2 calls:
12.0ms
(/ (- y x) (- a t))
0.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

series144.0ms

Counts
2 → 6
Calls
2 calls:
55.0ms
(/ (- y x) (- a t))
89.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

simplify1.9s

Counts
70 → 70
Iterations

Useful iterations: 4 (1.0s)

IterNodesCost
0118918
1270890
2628838
31591836
44632828
done5000828

prune239.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.9b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y x) (- a t))
2.4b
(+ (* (/ (- y x) (- a t)) (- z t)) x)
4.4b
(* (/ (- y x) (- a t)) (- z t))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
102×add-sqr-sqrt
97×*-un-lft-identity
51×add-cube-cbrt times-frac
36×prod-diff
31×associate-*l*
23×distribute-lft-out-- difference-of-squares
22×distribute-rgt-in associate-+l+ distribute-lft-in
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*r* associate-/r* flip-- associate-/l* add-log-exp
sub-neg associate-/r/
expm1-log1p-u log1p-expm1-u
cbrt-undiv frac-times associate-*r/ div-exp prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative fma-def frac-2neg flip3-+ div-sub pow-prod-down associate-*l/ clear-num sum-log *-commutative flip-+
Counts
3 → 170
Calls
3 calls:
12.0ms
(/ (- y x) (- a t))
15.0ms
(+ (* (/ (- y x) (- a t)) (- z t)) x)
38.0ms
(* (/ (- y x) (- a t)) (- z t))

series412.0ms

Counts
3 → 9
Calls
3 calls:
54.0ms
(/ (- y x) (- a t))
144.0ms
(+ (* (/ (- y x) (- a t)) (- z t)) x)
213.0ms
(* (/ (- y x) (- a t)) (- z t))

simplify1.0s

Counts
179 → 179
Iterations

Useful iterations: done (1.0s)

IterNodesCost
02563107
16762740
221022516
done50002480

prune504.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 4.9b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.4b
(+ (* (- y x) (/ (- z t) (- a t))) x)
2.1b
(* (- y x) (/ (- z t) (- a t)))

rewrite65.0ms

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-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
expm1-log1p-u log1p-expm1-u
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative fma-def frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 126
Calls
3 calls:
12.0ms
(/ (- z t) (- a t))
11.0ms
(+ (* (- y x) (/ (- z t) (- a t))) x)
33.0ms
(* (- y x) (/ (- z t) (- a t)))

series322.0ms

Counts
3 → 9
Calls
3 calls:
52.0ms
(/ (- z t) (- a t))
152.0ms
(+ (* (- y x) (/ (- z t) (- a t))) x)
118.0ms
(* (- y x) (/ (- z t) (- a t)))

simplify984.0ms

Counts
135 → 135
Iterations

Useful iterations: 2 (280.0ms)

IterNodesCost
01891881
14921765
217241669
done50001669

prune406.0ms

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 3.2b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* (- y x) (/ 1 (- a t)))
12.4b
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-*l* associate-/r*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv frac-times rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
pow-flip frac-2neg associate-*r/ pow-prod-down clear-num un-div-inv *-commutative fma-udef inv-pow
Counts
3 → 105
Calls
3 calls:
6.0ms
(/ 1 (- a t))
25.0ms
(* (- y x) (/ 1 (- a t)))
0.0ms
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

series192.0ms

Counts
3 → 9
Calls
3 calls:
38.0ms
(/ 1 (- a t))
60.0ms
(* (- y x) (/ 1 (- a t)))
94.0ms
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

simplify2.4s

Counts
114 → 114
Iterations

Useful iterations: done (2.4s)

IterNodesCost
01551285
13521052
2947948
33104946
done5001945

prune304.0ms

Pruning

12 alts after pruning (9 fresh and 3 done)

Merged error: 3.2b

regimes384.0ms

Accuracy

46.8% (4.0b remaining)

Error of 7.9b against oracle of 3.9b and baseline of 11.4b

bsearch2.0ms

simplify3.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02671
13659
done3659

end0.0ms

sample752.0ms

Algorithm
intervals
Results
289.0ms7839×body80valid
61.0ms458×body640valid
44.0ms279×body1280valid
42.0ms425×body320valid
16.0ms249×body160valid
3.0ms14×body2560valid