Details

Time bar (total: 14.2s)

sample50.0ms

Algorithm
intervals
Results
23.0ms336×body80valid

simplify101.0ms

Counts
1 → 1
Iterations
IterNodes
done123
9123
8120
7112
695
579
462
341
225
115
010

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.2b

localize25.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (/ y z) (/ t (- 1.0 z)))
0.0b
(/ t (- 1.0 z))
4.0b
(* x (- (/ y z) (/ t (- 1.0 z))))

rewrite413.0ms

Algorithm
rewrite-expression-head
Rules
1192×times-frac
1082×add-sqr-sqrt
1078×*-un-lft-identity
819×prod-diff
814×add-cube-cbrt
275×distribute-rgt-in distribute-lft-in
129×distribute-lft-out-- difference-of-squares
104×div-inv
80×associate-/r/
42×flip3-- flip--
13×fma-neg
10×associate-*r*
add-cbrt-cube add-exp-log
pow1 associate-/r* add-log-exp
expm1-log1p-u sub-neg associate-*l* associate-*r/ log1p-expm1-u associate-/l*
frac-sub
cbrt-undiv clear-num frac-2neg diff-log div-exp pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
3 → 927
Calls
3 calls:
47.0ms
(- (/ y z) (/ t (- 1.0 z)))
9.0ms
(/ t (- 1.0 z))
264.0ms
(* x (- (/ y z) (/ t (- 1.0 z))))

series185.0ms

Counts
3 → 9
Calls
3 calls:
47.0ms
(- (/ y z) (/ t (- 1.0 z)))
52.0ms
(/ t (- 1.0 z))
85.0ms
(* x (- (/ y z) (/ t (- 1.0 z))))

simplify1.9s

Counts
936 → 936
Iterations
IterNodes
done5000
12222
01009

prune4.2s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 0.5b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t) (- 1.0 z))
0.1b
(fma y (/ 1 z) (/ (- t) (- 1.0 z)))
4.0b
(* x (fma y (/ 1 z) (/ (- t) (- 1.0 z))))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
58×add-sqr-sqrt
56×*-un-lft-identity
50×times-frac
34×add-cube-cbrt
18×distribute-lft-neg-in distribute-rgt-neg-in
11×distribute-lft-out-- difference-of-squares
10×associate-/l*
add-cbrt-cube add-exp-log
neg-mul-1
pow1 associate-/r*
expm1-log1p-u associate-*r* associate-*l* fma-udef log1p-expm1-u add-log-exp
associate-/r/
neg-sub0 distribute-rgt-in cbrt-undiv clear-num frac-2neg distribute-lft-in flip3-- div-sub div-exp pow-prod-down prod-exp distribute-frac-neg *-commutative cbrt-unprod div-inv flip-- unswap-sqr
Counts
3 → 115
Calls
3 calls:
11.0ms
(/ (- t) (- 1.0 z))
0.0ms
(fma y (/ 1 z) (/ (- t) (- 1.0 z)))
6.0ms
(* x (fma y (/ 1 z) (/ (- t) (- 1.0 z))))

series191.0ms

Counts
3 → 9
Calls
3 calls:
58.0ms
(/ (- t) (- 1.0 z))
51.0ms
(fma y (/ 1 z) (/ (- t) (- 1.0 z)))
81.0ms
(* x (fma y (/ 1 z) (/ (- t) (- 1.0 z))))

simplify656.0ms

Counts
124 → 124
Iterations
IterNodes
done5000
21637
1470
0201

prune681.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (/ (* x y) z) (/ (* x (- t)) (- 1.0 z)))
2.2b
(/ (* x (- t)) (- 1.0 z))
4.2b
(/ (* x y) z)

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
20×*-un-lft-identity
15×times-frac
13×add-sqr-sqrt add-cbrt-cube add-exp-log
add-cube-cbrt
associate-/r*
fma-def
add-log-exp
cbrt-undiv div-exp
expm1-log1p-u pow1 distribute-frac-neg distribute-rgt-neg-out log1p-expm1-u div-inv distribute-lft-out distribute-lft-out--
clear-num frac-2neg prod-exp associate-/r/ cbrt-unprod associate-/l* difference-of-squares
+-commutative sum-log flip3-+ flip3-- unsub-neg frac-add flip-+ flip--
Counts
3 → 79
Calls
3 calls:
36.0ms
(+ (/ (* x y) z) (/ (* x (- t)) (- 1.0 z)))
18.0ms
(/ (* x (- t)) (- 1.0 z))
7.0ms
(/ (* x y) z)

series217.0ms

Counts
3 → 9
Calls
3 calls:
97.0ms
(+ (/ (* x y) z) (/ (* x (- t)) (- 1.0 z)))
87.0ms
(/ (* x (- t)) (- 1.0 z))
32.0ms
(/ (* x y) z)

simplify761.0ms

Counts
88 → 88
Iterations
IterNodes
done5001
22524
1455
0159

prune440.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- 1.0 z) t)
0.0b
(+ (/ (* x y) z) (- (/ x (/ (- 1.0 z) t))))
2.3b
(/ x (/ (- 1.0 z) t))
4.2b
(/ (* x y) z)

rewrite130.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
110×*-un-lft-identity
106×add-sqr-sqrt
74×add-cube-cbrt
25×associate-/r*
16×add-cbrt-cube add-exp-log distribute-lft-out-- difference-of-squares
associate-/l*
div-inv add-log-exp
fma-def
cbrt-undiv div-exp
expm1-log1p-u pow1 log1p-expm1-u
clear-num frac-2neg
sum-log distribute-lft-out associate-/l/
neg-sub0 +-commutative associate-+r- distribute-rgt-neg-in flip3-+ flip3-- div-sub unsub-neg neg-log frac-add prod-exp associate-/r/ cbrt-unprod flip-+ flip-- distribute-neg-frac
Counts
4 → 186
Calls
4 calls:
14.0ms
(/ (- 1.0 z) t)
90.0ms
(+ (/ (* x y) z) (- (/ x (/ (- 1.0 z) t))))
12.0ms
(/ x (/ (- 1.0 z) t))
7.0ms
(/ (* x y) z)

series214.0ms

Counts
4 → 12
Calls
4 calls:
37.0ms
(/ (- 1.0 z) t)
94.0ms
(+ (/ (* x y) z) (- (/ x (/ (- 1.0 z) t))))
60.0ms
(/ x (/ (- 1.0 z) t))
23.0ms
(/ (* x y) z)

simplify1.3s

Counts
198 → 198
Iterations
IterNodes
done5000
24377
1832
0302

prune853.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

regimes432.0ms

Accuracy

39% (4.5b remaining)

Error of 4.5b against oracle of 0.0b and baseline of 7.3b

bsearch60.0ms

Steps
ItersRangePoint
7
8.978563809385031e-79
5.7705921213355006e-77
5.365296890562927e-77

simplify7.0ms

Iterations
IterNodes
done43
443
342
239
135
025

end0.0ms

sample1.1s

Algorithm
intervals
Results
857.0ms10073×body80valid