Details

Time bar (total: 25.3s)

sample48.0ms

Algorithm
intervals
Results
14.0ms241×body80valid
3.0ms13×body640valid
2.0ms12×body320valid
2.0ms14×body160valid
2.0msbody1280valid
1.0msbody2560valid

simplify9.1s

Counts
1 → 1
Iterations

Useful iterations: 3 (18.0ms)

IterNodesCost
01113
12013
24513
311612
432212
577012
6155612
7286512
8469812
done500012

prune21.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 10.8b

localize18.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y x) (- a t))
13.9b
(fma (/ (- y x) (- a t)) (- z t) x)

rewrite36.0ms

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:
30.0ms
(/ (- y x) (- a t))
0.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

series291.0ms

Counts
2 → 6
Calls
2 calls:
108.0ms
(/ (- y x) (- a t))
182.0ms
(fma (/ (- y x) (- a t)) (- z t) x)

simplify1.7s

Counts
70 → 70
Iterations

Useful iterations: done (1.7s)

IterNodesCost
0118918
1270890
2658838
31740836
done5000830

prune312.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 6.5b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* (- y x) (/ 1 (- a t)))
13.9b
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

rewrite137.0ms

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:
25.0ms
(/ 1 (- a t))
104.0ms
(* (- y x) (/ 1 (- a t)))
1.0ms
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

series331.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(/ 1 (- a t))
112.0ms
(* (- y x) (/ 1 (- a t)))
168.0ms
(fma (* (- y x) (/ 1 (- a t))) (- z t) x)

simplify2.6s

Counts
114 → 114
Iterations

Useful iterations: 3 (1.3s)

IterNodesCost
01551285
13451052
2954948
33237946
done5001946

prune419.0ms

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 6.5b

localize12.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- y x) (- a t))
4.7b
(* (- z t) (/ (- y x) (- a t)))
5.0b
(+ (* (- z t) (/ (- y x) (- a t))) x)

rewrite205.0ms

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:
51.0ms
(/ (- y x) (- a t))
108.0ms
(* (- z t) (/ (- y x) (- a t)))
40.0ms
(+ (* (- z t) (/ (- y x) (- a t))) x)

series585.0ms

Counts
3 → 9
Calls
3 calls:
94.0ms
(/ (- y x) (- a t))
222.0ms
(* (- z t) (/ (- y x) (- a t)))
269.0ms
(+ (* (- z t) (/ (- y x) (- a t))) x)

simplify1.4s

Counts
135 → 135
Iterations

Useful iterations: done (1.4s)

IterNodesCost
01891881
14861765
217681669
done50011667

prune573.0ms

Pruning

19 alts after pruning (17 fresh and 2 done)

Merged error: 3.6b

localize35.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- y x))
0.6b
(cbrt (- y x))
0.8b
(* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t)))))
8.4b
(+ (* (* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t))))) (/ (cbrt (- y x)) (cbrt (- a t)))) x)

rewrite610.0ms

Algorithm
rewrite-expression-head
Rules
22×add-exp-log
17×add-sqr-sqrt
16×cbrt-div
14×*-un-lft-identity add-cbrt-cube
13×associate-*r*
10×cbrt-prod flip3-- flip--
prod-exp cbrt-unprod
add-cube-cbrt associate-/r/
pow1 frac-times add-log-exp
associate-*l*
cbrt-undiv expm1-log1p-u div-exp associate-*l/ log1p-expm1-u
associate-*r/ distribute-lft-out-- difference-of-squares
times-frac pow1/3 unswap-sqr
+-commutative fma-def flip3-+ pow-prod-down sum-log *-commutative flip-+ div-inv
Counts
4 → 94
Calls
4 calls:
8.0ms
(cbrt (- y x))
8.0ms
(cbrt (- y x))
160.0ms
(* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t)))))
427.0ms
(+ (* (* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t))))) (/ (cbrt (- y x)) (cbrt (- a t)))) x)

series1.7s

Counts
4 → 12
Calls
4 calls:
222.0ms
(cbrt (- y x))
694.0ms
(cbrt (- y x))
537.0ms
(* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t)))))
252.0ms
(+ (* (* (- z t) (/ (* (cbrt (- y x)) (cbrt (- y x))) (* (cbrt (- a t)) (cbrt (- a t))))) (/ (cbrt (- y x)) (cbrt (- a t)))) x)

simplify1.9s

Counts
106 → 106
Iterations

Useful iterations: done (1.9s)

IterNodesCost
02562637
16882520
224941866
done50021722

prune584.0ms

Pruning

21 alts after pruning (18 fresh and 3 done)

Merged error: 3.6b

regimes736.0ms

Accuracy

23.5% (7.0b remaining)

Error of 10.7b against oracle of 3.6b and baseline of 12.8b

bsearch192.0ms

Steps
ItersRangePoint
8
2.0007789822909896e-198
1.0099514213797079e-194
3.085625866310274e-197
7
-5.925413525790681e-145
-6.231127244252839e-147
-5.181595524895995e-145

simplify9.0ms

Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
034102
142102
done42102

end0.0ms

sample1.7s

Algorithm
intervals
Results
570.0ms7591×body80valid
203.0ms423×body320valid
143.0ms500×body640valid
120.0ms289×body1280valid
33.0ms288×body160valid
8.0ms23×body2560valid