Details

Time bar (total: 5.8s)

sample68.0ms

Algorithm
intervals
Results
23.0ms48×body1280valid
12.0ms46×body640valid
7.0ms142×body80valid
5.0ms29×body320valid
3.0ms91×body80nan
2.0ms19×body160valid

simplify107.0ms

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 13.4b

localize10.0ms

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))))
8.6b
(log (/ x (+ x y)))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
261×times-frac
221×*-un-lft-identity
198×log-prod
149×add-sqr-sqrt
147×add-cube-cbrt
144×exp-sum
90×distribute-rgt-in distribute-lft-in
42×associate-/l*
37×distribute-lft-out
24×associate-/r/
13×div-inv
12×add-exp-log flip3-+ flip-+
10×add-cbrt-cube
pow1
associate-/r*
associate-*r* add-log-exp
div-exp associate-*l*
cbrt-undiv frac-2neg rem-log-exp clear-num log-pow
log-div pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
4 → 288
Calls
4 calls:
62.0ms
(/ (exp (* x (log (/ x (+ x y))))) x)
12.0ms
(/ x (+ x y))
39.0ms
(* x (log (/ x (+ x y))))
7.0ms
(log (/ x (+ x y)))

series317.0ms

Counts
4 → 12
Calls
4 calls:
134.0ms
(/ (exp (* x (log (/ x (+ x y))))) x)
43.0ms
(/ x (+ x y))
82.0ms
(* x (log (/ x (+ x y))))
58.0ms
(log (/ x (+ x y)))

simplify81.0ms

Counts
300 → 300

prune580.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize5.0ms

Local error

Found 1 expressions with local error:

0.0b
(/ (exp (* -1 y)) x)

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-cube-cbrt *-un-lft-identity times-frac
associate-/r* add-cbrt-cube associate-/l*
add-exp-log
pow1 cbrt-undiv exp-neg frac-2neg mul-1-neg div-exp clear-num div-inv associate-/l/ add-log-exp
Counts
1 → 28
Calls
1 calls:
12.0ms
(/ (exp (* -1 y)) x)

series21.0ms

Counts
1 → 3
Calls
1 calls:
21.0ms
(/ (exp (* -1 y)) x)

simplify42.0ms

Counts
31 → 31

prune74.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(sqrt (exp (* -1 y)))
0.0b
(sqrt (exp (* -1 y)))
0.0b
(* (sqrt (exp (* -1 y))) (/ (sqrt (exp (* -1 y))) x))

rewrite48.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
23×sqrt-prod
22×times-frac associate-*r*
20×add-cube-cbrt *-un-lft-identity
add-exp-log add-cbrt-cube
pow1
sqrt-pow1 associate-*l* unswap-sqr
add-log-exp
exp-neg mul-1-neg sqrt-div
rem-sqrt-square exp-prod exp-to-pow pow1/2 prod-exp cbrt-unprod
cbrt-undiv frac-times associate-*r/ div-exp pow-prod-down associate-*l/ *-commutative div-inv
Counts
3 → 82
Calls
3 calls:
3.0ms
(sqrt (exp (* -1 y)))
3.0ms
(sqrt (exp (* -1 y)))
35.0ms
(* (sqrt (exp (* -1 y))) (/ (sqrt (exp (* -1 y))) x))

series53.0ms

Counts
3 → 9
Calls
3 calls:
15.0ms
(sqrt (exp (* -1 y)))
16.0ms
(sqrt (exp (* -1 y)))
22.0ms
(* (sqrt (exp (* -1 y))) (/ (sqrt (exp (* -1 y))) x))

simplify35.0ms

Counts
91 → 91

prune200.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0b

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (exp (* -1 y)))
0.0b
(* (sqrt (sqrt (exp (* -1 y)))) (/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x))
0.0b
(pow (sqrt (sqrt (exp (* -1 y)))) 3)
0.0b
(/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x)

rewrite129.0ms

Algorithm
rewrite-expression-head
Rules
201×sqrt-prod
190×add-sqr-sqrt
168×times-frac
114×add-cube-cbrt *-un-lft-identity
81×unpow-prod-down cube-prod
76×associate-*r*
27×unswap-sqr
24×associate-/l*
20×add-exp-log
12×add-cbrt-cube
11×sqrt-pow1 sqr-pow
10×pow1
sqrt-div associate-*l*
cube-mult unpow3
pow-pow
div-exp add-log-exp
exp-neg mul-1-neg
prod-exp
pow-to-exp pow-unpow pow1/2 pow-exp associate-/r*
cbrt-undiv cube-div exp-prod exp-to-pow cbrt-unprod div-inv
frac-times rem-sqrt-square frac-2neg associate-*r/ pow-prod-down associate-*l/ clear-num *-commutative sqrt-pow2 associate-/l/ rem-cube-cbrt
Counts
4 → 303
Calls
4 calls:
4.0ms
(sqrt (exp (* -1 y)))
77.0ms
(* (sqrt (sqrt (exp (* -1 y)))) (/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x))
9.0ms
(pow (sqrt (sqrt (exp (* -1 y)))) 3)
23.0ms
(/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x)

series227.0ms

Counts
4 → 12
Calls
4 calls:
16.0ms
(sqrt (exp (* -1 y)))
21.0ms
(* (sqrt (sqrt (exp (* -1 y)))) (/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x))
107.0ms
(pow (sqrt (sqrt (exp (* -1 y)))) 3)
82.0ms
(/ (pow (sqrt (sqrt (exp (* -1 y)))) 3) x)

simplify131.0ms

Counts
315 → 315

prune542.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes129.0ms

Accuracy

96% (0.5b remaining)

Error of 0.5b against oracle of 0.0b and baseline of 12.4b

bsearch109.0ms

Steps
ItersRangePoint
8
0.021902447110590684
639.503948019383
0.5062656618457485
9
-2.4520752562547516e+37
-3.956185314329236e+31
-6.855000109145469e+33

simplify1.0ms

end0.0ms

sample2.7s

Algorithm
intervals
Results
853.0ms1531×body1280valid
756.0ms1482×body640valid
310.0ms4793×body80valid
228.0ms860×body320valid
113.0ms3004×body80nan
81.0ms422×body160valid