Details

Time bar (total: 27.1s)

sample41.0ms

Algorithm
intervals
Results
14.0ms237×body80valid
4.0ms16×body640valid
3.0ms18×body320valid
2.0msbody1280valid
1.0msbody2560valid
1.0ms11×body160valid

simplify3.9s

Counts
1 → 1
Iterations
IterNodes
done5005
62502
5895
4343
3126
246
123
011

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 15.6b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- t x) (- a z))
4.0b
(+ x (* (- y z) (/ (- t x) (- a z))))
5.1b
(* (- y z) (/ (- t x) (- a z)))

rewrite126.0ms

Algorithm
rewrite-expression-head
Rules
79×add-sqr-sqrt
74×*-un-lft-identity
51×times-frac
31×associate-*r*
28×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*l* flip-- associate-/l* add-log-exp
associate-/r/
expm1-log1p-u fma-def insert-posit16 log1p-expm1-u
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 131
Calls
3 calls:
32.0ms
(/ (- t x) (- a z))
10.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
76.0ms
(* (- y z) (/ (- t x) (- a z)))

series519.0ms

Counts
3 → 9
Calls
3 calls:
87.0ms
(/ (- t x) (- a z))
214.0ms
(+ x (* (- y z) (/ (- t x) (- a z))))
217.0ms
(* (- y z) (/ (- t x) (- a z)))

simplify1.9s

Counts
140 → 140
Iterations
IterNodes
done5006
21822
1518
0192

prune759.0ms

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 6.2b

localize44.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- t x))
0.5b
(* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))
0.9b
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
9.8b
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

rewrite312.0ms

Algorithm
rewrite-expression-head
Rules
485×cbrt-prod
426×*-un-lft-identity
396×add-sqr-sqrt
373×times-frac
156×add-cube-cbrt
115×distribute-lft-out--
106×swap-sqr
75×difference-of-squares
70×associate-*r* associate-*l*
34×add-exp-log
25×unswap-sqr
18×add-cbrt-cube
13×cbrt-undiv div-exp
11×pow1 associate-/r/
10×cbrt-div
prod-exp cbrt-unprod
flip3-- flip-- add-log-exp
div-inv associate-/l*
expm1-log1p-u insert-posit16 log1p-expm1-u
fma-def
frac-times associate-*l/ associate-*r/ associate-/l/
pow2 +-commutative clear-num associate-/r* sum-log frac-2neg flip3-+ pow-plus pow1/3 div-sub pow-prod-down pow-sqr *-commutative pow-prod-up flip-+
Counts
4 → 373
Calls
4 calls:
5.0ms
(cbrt (- t x))
211.0ms
(* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))
63.0ms
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
7.0ms
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

series1.2s

Counts
4 → 12
Calls
4 calls:
209.0ms
(cbrt (- t x))
258.0ms
(* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))
517.0ms
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
210.0ms
(+ x (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

simplify3.5s

Counts
385 → 385
Iterations
IterNodes
done5000
24917
11748
0525

prune2.5s

Pruning

18 alts after pruning (18 fresh and 0 done)

Merged error: 5.7b

localize85.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt x)
0.5b
(cbrt x)
0.9b
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
13.1b
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

rewrite103.0ms

Algorithm
rewrite-expression-head
Rules
22×add-exp-log
14×add-cbrt-cube
12×add-sqr-sqrt *-un-lft-identity
cbrt-undiv div-exp
add-cube-cbrt
cbrt-prod
times-frac associate-/l*
expm1-log1p-u pow1 prod-exp cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
associate-/r/
pow1/3 distribute-lft-out-- difference-of-squares associate-/l/
frac-times clear-num associate-/r* frac-2neg flip3-- div-sub associate-*l/ associate-*r/ fma-udef div-inv flip--
Counts
4 → 79
Calls
4 calls:
2.0ms
(cbrt x)
1.0ms
(cbrt x)
96.0ms
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
1.0ms
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

series1.5s

Counts
4 → 12
Calls
4 calls:
334.0ms
(cbrt x)
273.0ms
(cbrt x)
593.0ms
(/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x)))))
269.0ms
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (/ (- y z) (* (/ (cbrt (- a z)) (cbrt (- t x))) (/ (cbrt (- a z)) (cbrt (- t x))))) (/ (cbrt (- t x)) (cbrt (- a z)))))

simplify2.3s

Counts
91 → 91
Iterations
IterNodes
done5000
21156
1410
0168

prune774.0ms

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 5.7b

localize49.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt x)
0.5b
(* (cbrt (- a z)) (cbrt (- a z)))
1.3b
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x))))
13.2b
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x)))) (/ (cbrt (- t x)) (cbrt (- a z)))))

rewrite279.0ms

Algorithm
rewrite-expression-head
Rules
48×cbrt-div
35×add-sqr-sqrt
31×cbrt-prod *-un-lft-identity
27×add-exp-log
25×associate-*l*
24×frac-times flip3-- flip--
16×pow1 associate-*r/
15×add-cbrt-cube add-cube-cbrt
12×prod-exp cbrt-unprod
10×swap-sqr
associate-*r* associate-*l/
associate-/r/
pow1/3 distribute-lft-out--
times-frac unswap-sqr
pow-prod-down difference-of-squares
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u add-log-exp
pow-sqr *-commutative pow-prod-up
pow2 pow-plus fma-udef div-inv
Counts
4 → 146
Calls
4 calls:
1.0ms
(cbrt x)
69.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
204.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x))))
0.0ms
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x)))) (/ (cbrt (- t x)) (cbrt (- a z)))))

series1.2s

Counts
4 → 12
Calls
4 calls:
227.0ms
(cbrt x)
144.0ms
(* (cbrt (- a z)) (cbrt (- a z)))
621.0ms
(* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x))))
182.0ms
(fma (* (cbrt x) (cbrt x)) (cbrt x) (* (* (/ (- y z) (* (cbrt (- a z)) (cbrt (- a z)))) (* (cbrt (- t x)) (cbrt (- t x)))) (/ (cbrt (- t x)) (cbrt (- a z)))))

simplify2.0s

Counts
158 → 158
Iterations
IterNodes
done5008
22297
1746
0301

prune1.1s

Pruning

20 alts after pruning (19 fresh and 1 done)

Merged error: 5.7b

regimes995.0ms

Accuracy

1.6% (8.8b remaining)

Error of 12.4b against oracle of 3.5b and baseline of 12.5b

bsearch162.0ms

Steps
ItersRangePoint
7
169856284.9237695
13400677057.571825
13189468142.046627
8
-3.7025101036668716e+145
-5.475978031765872e+141
-8.629542751842365e+143

simplify13.0ms

Iterations
IterNodes
done36
136
030

end0.0ms

sample1.8s

Algorithm
intervals
Results
1.0s7798×body80valid
204.0ms509×body640valid
128.0ms373×body320valid
81.0ms274×body1280valid
31.0ms279×body160valid
3.0ms10×body2560valid