Details

Time bar (total: 16.0s)

sample59.0ms

Algorithm
intervals
Results
17.0ms256×body80valid
13.0ms251×body80nan

simplify1.9s

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
0.0b
(- x (* (+ y 0.5) (log y)))
0.1b
(+ (- x (* (+ y 0.5) (log y))) y)
0.1b
(* (+ y 0.5) (log y))

rewrite284.0ms

Algorithm
rewrite-expression-head
Rules
20×add-log-exp
19×*-un-lft-identity
14×add-sqr-sqrt
12×log-prod
10×add-cube-cbrt
pow1
add-exp-log distribute-rgt-in distribute-lft-in diff-log add-cbrt-cube associate--r+
associate-*r* associate-*l* sum-log
sub-neg distribute-lft-out
associate-+l- associate-+l+ flip3-- flip3-+ associate-*l/ flip-- flip-+ distribute-lft-out--
+-commutative associate--l- pow-prod-down prod-exp associate--l+ log-pow *-commutative cbrt-unprod difference-of-squares unswap-sqr
Counts
4 → 81
Calls
4 calls:
202.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
13.0ms
(- x (* (+ y 0.5) (log y)))
23.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
42.0ms
(* (+ y 0.5) (log y))

series516.0ms

Counts
4 → 12
Calls
4 calls:
76.0ms
(- (+ (- x (* (+ y 0.5) (log y))) y) z)
65.0ms
(- x (* (+ y 0.5) (log y)))
58.0ms
(+ (- x (* (+ y 0.5) (log y))) y)
317.0ms
(* (+ y 0.5) (log y))

simplify674.0ms

Counts
93 → 93

prune294.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* 1 (+ x (- y (* (log y) (+ 0.5 y))))) z)
0.0b
(+ x (- y (* (log y) (+ 0.5 y))))
0.1b
(* (log y) (+ 0.5 y))
0.1b
(- y (* (log y) (+ 0.5 y)))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
13×add-log-exp
11×*-un-lft-identity
add-sqr-sqrt
pow1
add-exp-log add-cube-cbrt add-cbrt-cube
associate-*r* associate-*l*
distribute-rgt-in sub-neg distribute-lft-in diff-log
associate-+r+ flip3-- flip3-+ associate-*r/ associate--l+ sum-log flip-- flip-+ distribute-lft-out associate--r+
+-commutative associate-+r- pow-prod-down prod-exp log-pow *-commutative cbrt-unprod distribute-lft-out-- unswap-sqr
Counts
4 → 69
Calls
4 calls:
28.0ms
(- (* 1 (+ x (- y (* (log y) (+ 0.5 y))))) z)
20.0ms
(+ x (- y (* (log y) (+ 0.5 y))))
32.0ms
(* (log y) (+ 0.5 y))
15.0ms
(- y (* (log y) (+ 0.5 y)))

series1.2s

Counts
4 → 12
Calls
4 calls:
83.0ms
(- (* 1 (+ x (- y (* (log y) (+ 0.5 y))))) z)
78.0ms
(+ x (- y (* (log y) (+ 0.5 y))))
374.0ms
(* (log y) (+ 0.5 y))
690.0ms
(- y (* (log y) (+ 0.5 y)))

simplify884.0ms

Counts
81 → 81

prune301.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize46.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt y) (cbrt y))
0.5b
(cbrt y)
0.5b
(cbrt y)
0.5b
(cbrt y)

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity
11×pow1
pow1/3
add-exp-log swap-sqr associate-*r* associate-*l*
add-cbrt-cube add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 73
Calls
4 calls:
22.0ms
(* (cbrt y) (cbrt y))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
2.0ms
(cbrt y)

series1.2s

Counts
4 → 12
Calls
4 calls:
296.0ms
(* (cbrt y) (cbrt y))
284.0ms
(cbrt y)
297.0ms
(cbrt y)
286.0ms
(cbrt y)

simplify985.0ms

Counts
85 → 85

prune429.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize58.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (log (pow (/ 1 y) -2/3)) (+ y 0.5))
0.2b
(- (- x (* (log (pow (/ 1 y) -2/3)) (+ y 0.5))) (* (log (cbrt y)) (+ y 0.5)))
0.5b
(cbrt y)
5.9b
(pow (/ 1 y) -2/3)

rewrite106.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
15×add-cube-cbrt
13×unpow-prod-down
11×add-exp-log
times-frac add-log-exp
pow1
associate-*r/ add-cbrt-cube
associate-*r* associate-*l* pow-exp frac-sub
cbrt-prod pow-unpow flip3-- pow-pow flip3-+ diff-log flip-- flip-+
distribute-rgt-in sub-neg distribute-lft-in div-exp associate--l+ associate--r+
associate--l- pow-to-exp rec-exp pow-flip pow1/3 1-exp pow-prod-down prod-exp log-pow *-commutative cbrt-unprod div-inv distribute-lft-out inv-pow unswap-sqr sqr-pow
Counts
4 → 89
Calls
4 calls:
28.0ms
(* (log (pow (/ 1 y) -2/3)) (+ y 0.5))
57.0ms
(- (- x (* (log (pow (/ 1 y) -2/3)) (+ y 0.5))) (* (log (cbrt y)) (+ y 0.5)))
2.0ms
(cbrt y)
14.0ms
(pow (/ 1 y) -2/3)

series1.5s

Counts
4 → 12
Calls
4 calls:
673.0ms
(* (log (pow (/ 1 y) -2/3)) (+ y 0.5))
201.0ms
(- (- x (* (log (pow (/ 1 y) -2/3)) (+ y 0.5))) (* (log (cbrt y)) (+ y 0.5)))
326.0ms
(cbrt y)
289.0ms
(pow (/ 1 y) -2/3)

simplify1.4s

Counts
101 → 101

prune566.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

regimes156.0ms

Accuracy

-0.1% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify911.0ms

end0.0ms

sample2.4s

Algorithm
intervals
Results
966.0ms8034×body80valid
637.0ms7976×body80nan
1.0msbody1280valid