Details

Time bar (total: 8.6s)

sample107.0ms

Algorithm
intervals
Results
62.0ms81×body1280valid
20.0ms58×body640valid
5.0ms25×body320valid
4.0ms82×body80valid
2.0ms75×body80nan
1.0ms10×body160valid

simplify2.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 41.0b

localize5.0ms

Local error

Found 1 expressions with local error:

3.0b
(log (+ 1.0 x))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
log-prod *-un-lft-identity
pow1 add-exp-log add-sqr-sqrt add-cube-cbrt log-div
flip3-+ rem-log-exp log-pow add-cbrt-cube flip-+ distribute-lft-out add-log-exp
Counts
1 → 15
Calls
1 calls:
5.0ms
(log (+ 1.0 x))

series58.0ms

Counts
1 → 3
Calls
1 calls:
58.0ms
(log (+ 1.0 x))

simplify37.0ms

Counts
18 → 18

prune86.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize28.0ms

Local error

Found 2 expressions with local error:

0.0b
(* 1/2 (/ (pow x 2) (pow 1.0 2)))
0.0b
(- (+ (* 1.0 x) (log 1.0)) (* 1/2 (/ (pow x 2) (pow 1.0 2))))

rewrite168.0ms

Algorithm
rewrite-expression-head
Rules
80×times-frac
70×add-sqr-sqrt
68×associate-*r*
56×unpow-prod-down
36×add-cube-cbrt *-un-lft-identity
25×add-exp-log
24×unpow2 sqr-pow
17×unswap-sqr
10×prod-exp
div-exp
add-cbrt-cube
pow-to-exp pow-exp add-log-exp
pow1
associate-*r/ associate-*l*
diff-log frac-sub cbrt-unprod
cbrt-undiv sub-neg flip3-- flip3-+ pow-prod-down associate--l+ sum-log *-commutative flip-- flip-+ div-inv
Counts
2 → 126
Calls
2 calls:
52.0ms
(* 1/2 (/ (pow x 2) (pow 1.0 2)))
105.0ms
(- (+ (* 1.0 x) (log 1.0)) (* 1/2 (/ (pow x 2) (pow 1.0 2))))

series140.0ms

Counts
2 → 6
Calls
2 calls:
75.0ms
(* 1/2 (/ (pow x 2) (pow 1.0 2)))
64.0ms
(- (+ (* 1.0 x) (log 1.0)) (* 1/2 (/ (pow x 2) (pow 1.0 2))))

simplify52.0ms

Counts
132 → 132

prune407.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.1b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* x x) (* 1.0 x))
0.2b
(- (log (+ (pow 1.0 3) (pow x 3))) (log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x)))))
13.7b
(log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x))))
14.2b
(log (+ (pow 1.0 3) (pow x 3)))

rewrite131.0ms

Algorithm
rewrite-expression-head
Rules
32×*-un-lft-identity
24×log-prod
10×pow1 add-sqr-sqrt distribute-lft-out
associate--l+
add-cube-cbrt unpow-prod-down log-div cube-prod
add-exp-log log-pow add-log-exp
flip3-+ add-cbrt-cube flip-+ distribute-lft-out--
associate--r+
associate--l- sub-neg flip3-- diff-log rem-log-exp sum-cubes flip-- associate--r-
distribute-rgt-out-- difference-of-squares
Counts
4 → 80
Calls
4 calls:
8.0ms
(- (* x x) (* 1.0 x))
65.0ms
(- (log (+ (pow 1.0 3) (pow x 3))) (log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x)))))
35.0ms
(log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x))))
18.0ms
(log (+ (pow 1.0 3) (pow x 3)))

series847.0ms

Counts
4 → 12
Calls
4 calls:
88.0ms
(- (* x x) (* 1.0 x))
224.0ms
(- (log (+ (pow 1.0 3) (pow x 3))) (log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x)))))
91.0ms
(log (+ (* 1.0 1.0) (- (* x x) (* 1.0 x))))
443.0ms
(log (+ (pow 1.0 3) (pow x 3)))

simplify56.0ms

Counts
92 → 92

prune365.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (pow x 2) (/ (pow x 3) (pow 1.0 2)))
0.0b
(+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2)))))
0.1b
(* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3)))
11.1b
(+ (+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2))))) (* 1.0 (- x (+ (pow x 2) (/ (pow x 3) (pow 1.0 2))))))

rewrite517.0ms

Algorithm
rewrite-expression-head
Rules
160×times-frac
148×associate-*r*
120×add-sqr-sqrt
80×unpow-prod-down *-un-lft-identity cube-prod
78×add-cube-cbrt
32×sqr-pow
27×add-exp-log
24×cube-mult unpow3
20×add-log-exp
17×unswap-sqr
15×associate-*r/
14×frac-add
10×prod-exp sum-log
div-exp add-cbrt-cube
flip3-+ flip-+
pow1 pow-to-exp pow-exp
associate-+r+
flip3-- flip--
+-commutative associate-*l*
distribute-rgt-in sub-neg distribute-lft-in cbrt-unprod
cbrt-undiv associate-+l+ pow-prod-down *-commutative div-inv distribute-lft-out
Counts
4 → 243
Calls
4 calls:
85.0ms
(+ (pow x 2) (/ (pow x 3) (pow 1.0 2)))
68.0ms
(+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2)))))
72.0ms
(* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3)))
271.0ms
(+ (+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2))))) (* 1.0 (- x (+ (pow x 2) (/ (pow x 3) (pow 1.0 2))))))

series805.0ms

Counts
4 → 12
Calls
4 calls:
173.0ms
(+ (pow x 2) (/ (pow x 3) (pow 1.0 2)))
361.0ms
(+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2)))))
123.0ms
(* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3)))
147.0ms
(+ (+ (* 0.3333333333333333 (/ (pow x 3) (pow 1.0 3))) (+ (* 1.0 (pow x 3)) (* 0.5 (/ (pow x 2) (pow 1.0 2))))) (* 1.0 (- x (+ (pow x 2) (/ (pow x 3) (pow 1.0 2))))))

simplify87.0ms

Counts
255 → 255

prune1.1s

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

regimes177.0ms

Accuracy

97.9% (0.5b remaining)

Error of 0.5b against oracle of 0.1b and baseline of 21.8b

bsearch1.0ms

simplify108.0ms

end0.0ms

sample3.2s

Algorithm
intervals
Results
1.5s2259×body1280valid
1.0s1682×body640valid
128.0ms808×body320valid
100.0ms2651×body80nan
97.0ms2843×body80valid
38.0ms408×body160valid