Details

Time bar (total: 19.4s)

sample47.0ms

Algorithm
intervals
Results
21.0ms256×body80valid

simplify6.8s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01621
13221
27121
318321
434421
559821
695121
7168821
8319121
9479221
done500021

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.2b

localize18.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ t y) a)
1.4b
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
4.0b
(+ (* (+ x y) z) (* (+ t y) a))
21.7b
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

rewrite290.0ms

Algorithm
rewrite-expression-head
Rules
38×*-un-lft-identity
18×add-sqr-sqrt
16×add-cube-cbrt
15×times-frac
13×distribute-lft-out
11×add-log-exp
10×associate-*l/
add-exp-log add-cbrt-cube
flip3-+ flip-+
pow1
associate-/r*
associate-*l* frac-add
associate-*r* associate-/l*
flip3-- diff-log sum-log associate-/r/ flip-- associate-/l/
cbrt-undiv +-commutative sub-neg frac-2neg div-sub div-exp pow-prod-down prod-exp associate--l+ clear-num *-commutative cbrt-unprod div-inv unswap-sqr
Counts
4 → 90
Calls
4 calls:
22.0ms
(* (+ t y) a)
80.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
16.0ms
(+ (* (+ x y) z) (* (+ t y) a))
170.0ms
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

series963.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(* (+ t y) a)
146.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
77.0ms
(+ (* (+ x y) z) (* (+ t y) a))
708.0ms
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

simplify1.1s

Counts
102 → 102
Iterations

Useful iterations: done (1.1s)

IterNodesCost
01772307
15202201
221222077
done50012061

prune484.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 8.1b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ t y) a)
4.0b
(+ (* (+ x y) z) (* (+ t y) a))
8.1b
(/ (* y b) (+ (+ x t) y))
19.1b
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

rewrite194.0ms

Algorithm
rewrite-expression-head
Rules
50×*-un-lft-identity
20×add-sqr-sqrt times-frac
19×distribute-lft-out
18×add-cube-cbrt associate-*l/
13×add-exp-log flip3-+ add-cbrt-cube flip-+
10×associate-/r*
frac-add
pow1 associate-/l/ add-log-exp
associate-*l* associate-/r/ associate-/l*
cbrt-undiv div-exp associate-*r*
frac-2neg prod-exp clear-num cbrt-unprod div-inv
+-commutative pow-prod-down sum-log *-commutative unswap-sqr
Counts
4 → 106
Calls
4 calls:
30.0ms
(* (+ t y) a)
16.0ms
(+ (* (+ x y) z) (* (+ t y) a))
50.0ms
(/ (* y b) (+ (+ x t) y))
91.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

series545.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(* (+ t y) a)
86.0ms
(+ (* (+ x y) z) (* (+ t y) a))
117.0ms
(/ (* y b) (+ (+ x t) y))
311.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

simplify1.1s

Counts
118 → 118
Iterations

Useful iterations: 2 (279.0ms)

IterNodesCost
01922134
15342034
222441882
done50001882

prune434.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.4b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (+ (+ x t) y) b)
4.0b
(+ (* (+ x y) z) (* (+ t y) a))
7.2b
(/ y (/ (+ (+ x t) y) b))
19.1b
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

rewrite270.0ms

Algorithm
rewrite-expression-head
Rules
180×*-un-lft-identity
147×times-frac
80×add-sqr-sqrt add-cube-cbrt
60×distribute-lft-out
27×associate-/r*
16×associate-*l/
13×add-exp-log add-cbrt-cube
12×flip3-+ flip-+
11×associate-/l*
frac-add associate-/l/
div-inv
add-log-exp
cbrt-undiv div-exp
pow1
frac-2neg clear-num associate-/r/
+-commutative sum-log
Counts
4 → 189
Calls
4 calls:
72.0ms
(/ (+ (+ x t) y) b)
15.0ms
(+ (* (+ x y) z) (* (+ t y) a))
48.0ms
(/ y (/ (+ (+ x t) y) b))
116.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

series562.0ms

Counts
4 → 12
Calls
4 calls:
31.0ms
(/ (+ (+ x t) y) b)
72.0ms
(+ (* (+ x y) z) (* (+ t y) a))
195.0ms
(/ y (/ (+ (+ x t) y) b))
264.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

simplify1.3s

Counts
201 → 201
Iterations

Useful iterations: done (1.3s)

IterNodesCost
02843770
17153546
227363368
done50013366

prune766.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 2.5b

localize20.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ y (+ (+ x t) y))
3.8b
(* (/ y (+ (+ x t) y)) b)
4.0b
(+ (* (+ x y) z) (* (+ t y) a))
19.1b
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

rewrite230.0ms

Algorithm
rewrite-expression-head
Rules
89×*-un-lft-identity
46×times-frac
39×add-sqr-sqrt
34×add-cube-cbrt
33×distribute-lft-out
21×associate-*l*
17×associate-*l/
13×add-exp-log flip3-+ add-cbrt-cube flip-+
10×associate-/r*
frac-add
pow1 associate-/r/ associate-/l/ associate-/l* add-log-exp
cbrt-undiv div-exp associate-*r* div-inv
frac-2neg prod-exp clear-num cbrt-unprod unswap-sqr
+-commutative pow-prod-down sum-log *-commutative
Counts
4 → 135
Calls
4 calls:
37.0ms
(/ y (+ (+ x t) y))
84.0ms
(* (/ y (+ (+ x t) y)) b)
16.0ms
(+ (* (+ x y) z) (* (+ t y) a))
88.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

series548.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(/ y (+ (+ x t) y))
157.0ms
(* (/ y (+ (+ x t) y)) b)
62.0ms
(+ (* (+ x y) z) (* (+ t y) a))
265.0ms
(/ (+ (* (+ x y) z) (* (+ t y) a)) (+ (+ x t) y))

simplify857.0ms

Counts
147 → 147
Iterations

Useful iterations: 2 (303.0ms)

IterNodesCost
02082547
15622445
221652275
done50022275

prune453.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 2.5b

regimes616.0ms

Accuracy

22.3% (15.9b remaining)

Error of 18.8b against oracle of 2.8b and baseline of 23.4b

bsearch267.0ms

Steps
ItersRangePoint
8
2.2363588830237773e+108
6.314650550415426e+112
2.6806799688808477e+110
10
8.934194672016381e-212
7.68575915762326e-196
1.1448003343672585e-209
10
-1.7207244416510206e-306
3.369712309218027e-300
1.2086938767056123e-302
11
-1.3752760114434907e+107
-5.587667372046019e+85
-9.936654150029263e+95

simplify4.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
033103
141103
done41103

end0.0ms

sample1.4s

Algorithm
intervals
Results
932.0ms7999×body80valid
0.0msbody160valid