Details

Time bar (total: 14.7s)

sample28.0ms

Algorithm
intervals
Results
12.0ms304×body80valid

simplify96.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01012
11612
22912
33812
44512
55112
65312
done5312

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.0b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (/ (+ x 4.0) y) (* (/ x y) z))
0.0b
(/ (+ x 4.0) y)
3.7b
(* (/ x y) z)

rewrite126.0ms

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-exp-log add-cbrt-cube
pow1 add-log-exp
distribute-lft-out associate-/l*
associate-*r* associate-*l/ associate-/r*
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
sub-neg flip3-- frac-2neg flip3-+ diff-log pow-prod-down clear-num *-commutative frac-sub flip-- flip-+ sub-div
Counts
3 → 79
Calls
3 calls:
78.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
18.0ms
(/ (+ x 4.0) y)
27.0ms
(* (/ x y) z)

series144.0ms

Counts
3 → 9
Calls
3 calls:
60.0ms
(- (/ (+ x 4.0) y) (* (/ x y) z))
49.0ms
(/ (+ x 4.0) y)
35.0ms
(* (/ x y) z)

simplify3.0s

Counts
88 → 88
Iterations

Useful iterations: 2 (237.0ms)

IterNodesCost
0142904
1340859
2978785
32995785
done5000785

prune282.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ y (+ x 4.0))
0.0b
(- (/ 1 (/ y (+ x 4.0))) (* (/ x y) z))
0.1b
(/ 1 (/ y (+ x 4.0)))
3.7b
(* (/ x y) z)

rewrite159.0ms

Algorithm
rewrite-expression-head
Rules
124×times-frac
104×*-un-lft-identity
77×add-sqr-sqrt
72×add-cube-cbrt
22×add-exp-log associate-/r*
16×add-cbrt-cube distribute-lft-out
13×associate-*l*
11×associate-/r/
div-exp
pow1 div-inv
associate-/l* add-log-exp
cbrt-undiv flip3-+ flip-+
associate-*r*
rec-exp frac-2neg 1-exp associate-*l/ prod-exp clear-num cbrt-unprod unswap-sqr
sub-neg flip3-- pow-flip diff-log pow-prod-down *-commutative frac-sub flip-- inv-pow
Counts
4 → 174
Calls
4 calls:
13.0ms
(/ y (+ x 4.0))
104.0ms
(- (/ 1 (/ y (+ x 4.0))) (* (/ x y) z))
18.0ms
(/ 1 (/ y (+ x 4.0)))
15.0ms
(* (/ x y) z)

series195.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(/ y (+ x 4.0))
90.0ms
(- (/ 1 (/ y (+ x 4.0))) (* (/ x y) z))
30.0ms
(/ 1 (/ y (+ x 4.0)))
35.0ms
(* (/ x y) z)

simplify3.5s

Counts
186 → 186
Iterations

Useful iterations: 3 (1.8s)

IterNodesCost
02752441
16252106
215631843
349731801
done50001801

prune592.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* (/ 1 y) (+ x 4.0)) (* (/ x y) z))
0.1b
(* (/ 1 y) (+ x 4.0))
3.7b
(* (/ x y) z)

rewrite105.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
26×associate-*l*
22×*-un-lft-identity
21×times-frac
19×add-cube-cbrt
17×add-exp-log
13×add-cbrt-cube
10×associate-*l/
pow1 associate-*r*
prod-exp
frac-sub add-log-exp unswap-sqr
frac-times flip3-+ associate-*r/ cbrt-unprod flip-+
div-exp
cbrt-undiv distribute-rgt-in distribute-lft-in pow-prod-down associate--l+ *-commutative div-inv
sub-neg rec-exp flip3-- diff-log 1-exp flip-- distribute-lft-out sub-div
Counts
3 → 94
Calls
3 calls:
35.0ms
(- (* (/ 1 y) (+ x 4.0)) (* (/ x y) z))
47.0ms
(* (/ 1 y) (+ x 4.0))
15.0ms
(* (/ x y) z)

series177.0ms

Counts
3 → 9
Calls
3 calls:
85.0ms
(- (* (/ 1 y) (+ x 4.0)) (* (/ x y) z))
49.0ms
(* (/ 1 y) (+ x 4.0))
42.0ms
(* (/ x y) z)

simplify1.5s

Counts
103 → 103
Iterations

Useful iterations: done (1.5s)

IterNodesCost
01911229
15571025
21813931
done5000915

prune377.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ y (+ x 4.0))
0.0b
(- (/ 1 (/ y (+ x 4.0))) (* (/ 1 1) (/ z (/ y x))))
0.1b
(/ 1 (/ y (+ x 4.0)))
3.8b
(/ z (/ y x))

rewrite203.0ms

Algorithm
rewrite-expression-head
Rules
190×times-frac
140×*-un-lft-identity
106×add-sqr-sqrt add-cube-cbrt
35×associate-/r*
22×add-exp-log
16×add-cbrt-cube distribute-lft-out
12×associate-/r/
11×div-exp div-inv
associate-/l*
cbrt-undiv
add-log-exp
pow1 flip3-+ flip-+
frac-2neg clear-num frac-sub
rec-exp 1-exp
frac-times sub-neg flip3-- pow-flip diff-log associate-*r/ associate-*l/ flip-- distribute-lft-out-- inv-pow
Counts
4 → 215
Calls
4 calls:
18.0ms
(/ y (+ x 4.0))
130.0ms
(- (/ 1 (/ y (+ x 4.0))) (* (/ 1 1) (/ z (/ y x))))
26.0ms
(/ 1 (/ y (+ x 4.0)))
19.0ms
(/ z (/ y x))

series153.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(/ y (+ x 4.0))
58.0ms
(- (/ 1 (/ y (+ x 4.0))) (* (/ 1 1) (/ z (/ y x))))
28.0ms
(/ 1 (/ y (+ x 4.0)))
23.0ms
(/ z (/ y x))

simplify1.7s

Counts
227 → 227
Iterations

Useful iterations: done (1.7s)

IterNodesCost
03653211
18022716
221652449
done50002399

prune720.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes115.0ms

Accuracy

73% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 1.6b

bsearch81.0ms

Steps
ItersRangePoint
7
3.0079917641815495e+47
4.859928888733039e+49
4.009530153644869e+48
5
-2.294626366488831e+97
-1.033466382081211e+97
-1.1091102582946148e+97

simplify4.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
03050
13748
done3748

end0.0ms

sample1.3s

Algorithm
intervals
Results
911.0ms10019×body80valid