Details

Time bar (total: 24.0s)

sample136.0ms

Algorithm
intervals
Results
49.0ms51×body1280valid
27.0ms42×body640valid
20.0ms160×body80valid
10.0ms106×body80nan
9.0ms21×body320valid
3.0ms11×body160valid

simplify1.9s

Counts
1 → 1
Iterations
IterNodes
done5001
71916
6531
5212
489
341
222
115
08

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.7b

localize33.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (exp (* x (log (/ x (+ x y))))) x)
0.0b
(/ x (+ x y))
0.1b
(* x (log (/ x (+ x y))))
9.0b
(log (/ x (+ x y)))

rewrite176.0ms

Algorithm
rewrite-expression-head
Rules
261×times-frac
228×*-un-lft-identity
198×log-prod
151×add-sqr-sqrt
149×add-cube-cbrt
144×exp-sum
90×distribute-rgt-in distribute-lft-in
48×associate-/l*
38×distribute-lft-out
24×associate-/r/
14×add-exp-log
13×div-inv
12×flip3-+ flip-+
11×associate-/r*
10×log-div add-cbrt-cube
pow1
clear-num log-rec
div-exp associate-*r* distribute-rgt-neg-out insert-posit16 add-log-exp
frac-2neg associate-*l*
exp-neg cbrt-undiv rem-log-exp log-pow associate-/l/
pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 308
Calls
4 calls:
89.0ms
(/ (exp (* x (log (/ x (+ x y))))) x)
11.0ms
(/ x (+ x y))
23.0ms
(* x (log (/ x (+ x y))))
30.0ms
(log (/ x (+ x y)))

series507.0ms

Counts
4 → 12
Calls
4 calls:
210.0ms
(/ (exp (* x (log (/ x (+ x y))))) x)
70.0ms
(/ x (+ x y))
143.0ms
(* x (log (/ x (+ x y))))
84.0ms
(log (/ x (+ x y)))

simplify2.2s

Counts
320 → 320
Iterations
IterNodes
done5001
22170
1916
0490

prune1.7s

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize6.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune8.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(* x (exp (* x (log (/ (+ x y) x)))))
0.0b
(/ 1 (* x (exp (* x (log (/ (+ x y) x))))))
0.1b
(* x (log (/ (+ x y) x)))
9.9b
(log (/ (+ x y) x))

rewrite671.0ms

Algorithm
rewrite-expression-head
Rules
310×times-frac
273×*-un-lft-identity
237×add-sqr-sqrt
228×log-prod
180×exp-sum
179×associate-*r*
175×add-cube-cbrt
106×distribute-rgt-in distribute-lft-in
51×associate-/r*
46×distribute-lft-out
27×add-exp-log
26×unswap-sqr
19×associate-/l*
18×associate-*l* log-rec
15×distribute-rgt-neg-out
14×div-inv
13×pow1 add-cbrt-cube
12×exp-neg log-div
prod-exp
clear-num
div-exp
associate-*r/ associate-/r/ un-div-inv *-commutative
insert-posit16 add-log-exp
rec-exp 1-exp pow-prod-down cbrt-unprod
cbrt-undiv frac-2neg rem-log-exp log-pow pow-flip associate-/l/
flip3-+ flip-+ inv-pow
Counts
4 → 385
Calls
4 calls:
182.0ms
(* x (exp (* x (log (/ (+ x y) x)))))
412.0ms
(/ 1 (* x (exp (* x (log (/ (+ x y) x))))))
31.0ms
(* x (log (/ (+ x y) x)))
24.0ms
(log (/ (+ x y) x))

series1.1s

Counts
4 → 12
Calls
4 calls:
441.0ms
(* x (exp (* x (log (/ (+ x y) x)))))
396.0ms
(/ 1 (* x (exp (* x (log (/ (+ x y) x))))))
138.0ms
(* x (log (/ (+ x y) x)))
102.0ms
(log (/ (+ x y) x))

simplify2.8s

Counts
397 → 397
Iterations
IterNodes
done5002
22818
11348
0538

prune1.8s

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize62.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (+ x y))
2.6b
(log (/ (cbrt (+ x y)) (cbrt x)))
2.6b
(log (/ (cbrt (+ x y)) (cbrt x)))
2.6b
(log (/ (cbrt (+ x y)) (cbrt x)))

rewrite87.0ms

Algorithm
rewrite-expression-head
Rules
160×cbrt-prod
145×*-un-lft-identity
138×log-prod
126×times-frac
98×add-sqr-sqrt add-cube-cbrt
54×log-div
24×associate-/l*
22×distribute-lft-out
18×associate-/r*
13×add-exp-log
cbrt-div
pow1
clear-num rem-log-exp log-rec associate-/l/
flip3-+ add-cbrt-cube flip-+ insert-posit16 add-log-exp
frac-2neg div-exp log-pow div-inv
pow1/3
Counts
4 → 246
Calls
4 calls:
4.0ms
(cbrt (+ x y))
25.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))
21.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))
21.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))

series628.0ms

Counts
4 → 12
Calls
4 calls:
209.0ms
(cbrt (+ x y))
123.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))
138.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))
156.0ms
(log (/ (cbrt (+ x y)) (cbrt x)))

simplify3.0s

Counts
258 → 258
Iterations
IterNodes
done5000
44481
31905
2731
1397
0219

prune2.1s

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes115.0ms

Accuracy

95.9% (0.2b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 5.5b

bsearch224.0ms

Steps
ItersRangePoint
7
2.2608459371195293
315.1021581913647
12.791495951037414
9
-1.173581419820834e+77
-5.389788625707826e+67
-2.122144077215159e+68

simplify21.0ms

Iterations
IterNodes
done42
342
241
137
026

end0.0ms

sample4.7s

Algorithm
intervals
Results
1.7s1482×body1280valid
1.1s1440×body640valid
822.0ms4901×body80valid
388.0ms813×body320valid
339.0ms3068×body80nan
130.0ms454×body160valid