Details

Time bar (total: 11.2s)

sample49.0ms

Algorithm
intervals
Results
27.0ms322×body80valid

simplify33.0ms

Counts
1 → 1
Iterations
IterNodes
done54
654
551
445
338
229
116
010

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.2b

localize31.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (/ (+ x 4.0) y) (* (/ x y) z))
0.0b
(/ (+ x 4.0) y)
3.2b
(* (/ x y) z)

rewrite142.0ms

Algorithm
rewrite-expression-head
Rules
28×*-un-lft-identity
25×add-sqr-sqrt
22×times-frac
20×add-cube-cbrt
13×associate-*l*
10×add-cbrt-cube add-exp-log
pow1 add-log-exp
distribute-lft-out associate-/l*
associate-/r* associate-*r* associate-*l/
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
clear-num sub-neg frac-2neg flip3-+ flip3-- diff-log pow-prod-down *-commutative frac-sub flip-+ flip-- sub-div
Counts
3 → 79
Calls
3 calls:
79.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
36.0ms
(/ (+ x 4.0) y)
23.0ms
(* (/ x y) z)

series169.0ms

Counts
3 → 9
Calls
3 calls:
78.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
49.0ms
(/ (+ x 4.0) y)
43.0ms
(* (/ x y) z)

simplify1.3s

Counts
88 → 88
Iterations
IterNodes
done5000
21649
1351
0142

prune525.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize18.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (+ (/ x y) (/ 4.0 y)) (* (/ x y) z))
0.0b
(+ (/ x y) (/ 4.0 y))
3.2b
(* (/ x y) z)

rewrite259.0ms

Algorithm
rewrite-expression-head
Rules
21×*-un-lft-identity
18×add-sqr-sqrt
16×times-frac
13×associate-*l* add-cube-cbrt
10×add-log-exp
add-cbrt-cube add-exp-log
pow1
associate-*l/ distribute-lft-out
associate-*r* frac-sub div-inv
sum-log flip3-+ diff-log frac-add prod-exp cbrt-unprod flip-+ unswap-sqr
cbrt-undiv +-commutative sub-neg distribute-rgt-out flip3-- div-exp pow-prod-down associate--l+ *-commutative flip--
Counts
3 → 66
Calls
3 calls:
212.0ms
(- (+ (/ x y) (/ 4.0 y)) (* (/ x y) z))
27.0ms
(+ (/ x y) (/ 4.0 y))
15.0ms
(* (/ x y) z)

series138.0ms

Counts
3 → 9
Calls
3 calls:
65.0ms
(- (+ (/ x y) (/ 4.0 y)) (* (/ x y) z))
44.0ms
(+ (/ x y) (/ 4.0 y))
29.0ms
(* (/ x y) z)

simplify1.7s

Counts
75 → 75
Iterations
IterNodes
done5000
21710
1344
0132

prune440.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt z)
0.6b
(cbrt z)
0.9b
(* (* (/ x y) (* (cbrt z) (cbrt z))) (cbrt z))
2.5b
(* (/ x y) (* (cbrt z) (cbrt z)))

rewrite122.0ms

Algorithm
rewrite-expression-head
Rules
34×add-exp-log
21×add-cbrt-cube
18×add-sqr-sqrt pow1
17×prod-exp cbrt-unprod
15×*-un-lft-identity add-cube-cbrt
14×associate-*l*
10×times-frac
cbrt-prod pow-prod-down
associate-*r*
cbrt-undiv div-exp add-log-exp
associate-*l/
pow1/3 *-commutative unswap-sqr
div-inv
Counts
4 → 86
Calls
4 calls:
1.0ms
(cbrt z)
1.0ms
(cbrt z)
91.0ms
(* (* (/ x y) (* (cbrt z) (cbrt z))) (cbrt z))
27.0ms
(* (/ x y) (* (cbrt z) (cbrt z)))

series644.0ms

Counts
4 → 12
Calls
4 calls:
240.0ms
(cbrt z)
223.0ms
(cbrt z)
59.0ms
(* (* (/ x y) (* (cbrt z) (cbrt z))) (cbrt z))
122.0ms
(* (/ x y) (* (cbrt z) (cbrt z)))

simplify1.6s

Counts
98 → 98
Iterations
IterNodes
done5000
22021
1358
0124

prune560.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize18.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (+ (/ x y) (/ 4.0 y)) (pow (/ x (/ y z)) 1))
0.0b
(+ (/ x y) (/ 4.0 y))
5.2b
(/ x (/ y z))

rewrite224.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
60×*-un-lft-identity
59×add-sqr-sqrt
47×add-cube-cbrt
13×associate-/r*
10×add-log-exp
add-cbrt-cube add-exp-log
div-inv
distribute-lft-out difference-of-squares
pow1 cbrt-undiv unpow-prod-down div-exp associate-/l*
sum-log diff-log distribute-lft-out--
+-commutative clear-num sub-neg frac-2neg flip3-+ distribute-rgt-out flip3-- frac-add associate--l+ associate-/r/ flip-+ flip-- sqr-pow
Counts
3 → 108
Calls
3 calls:
193.0ms
(- (+ (/ x y) (/ 4.0 y)) (pow (/ x (/ y z)) 1))
19.0ms
(+ (/ x y) (/ 4.0 y))
8.0ms
(/ x (/ y z))

series115.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(- (+ (/ x y) (/ 4.0 y)) (pow (/ x (/ y z)) 1))
35.0ms
(+ (/ x y) (/ 4.0 y))
32.0ms
(/ x (/ y z))

simplify1.4s

Counts
117 → 117
Iterations
IterNodes
done5000
22583
1583
0227

prune657.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes220.0ms

Accuracy

75.4% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 1.5b

bsearch85.0ms

Steps
ItersRangePoint
5
2.89070824063355e-120
7.658913567002043e-120
6.465235870316558e-120
7
-20115983647.1179
-81829953.9245951
-16246640829.172636

simplify6.0ms

Iterations
IterNodes
done33
133
027

end0.0ms

sample873.0ms

Algorithm
intervals
Results
598.0ms10040×body80valid