Details

Time bar (total: 34.4s)

sample111.0ms

Algorithm
intervals
Results
63.0ms72×body10240exit
24.0ms264×body80valid
5.0msbody640valid
4.0msbody1280valid
2.0msbody320valid
1.0msbody160valid

simplify34.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
34.0ms
(- (log (+ 1 (exp x))) (* x y))

prune10.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize29.0ms

Local error

Found 3 expressions with local error:

0.3b
(log (+ 1 (exp x)))
0.0b
(- (log (+ 1 (exp x))) (* x y))
0.0b
(+ 1 (exp x))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
log-prod
add-log-exp
add-sqr-sqrt add-cube-cbrt
pow1 log-div associate--l+ add-exp-log
flip3-+ add-cbrt-cube flip-+ insert-posit16 distribute-lft-out
associate--l-
+-commutative sum-log sub-neg flip3-- diff-log rem-log-exp log-pow flip--
Counts
3 → 48
Calls
3 calls:
Slowest
27.0ms
(log (+ 1 (exp x)))
12.0ms
(- (log (+ 1 (exp x))) (* x y))
5.0ms
(+ 1 (exp x))

series122.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
59.0ms
(log (+ 1 (exp x)))
55.0ms
(- (log (+ 1 (exp x))) (* x y))
8.0ms
(+ 1 (exp x))

simplify714.0ms

Counts
25 → 57
Calls
25 calls:
Slowest
99.0ms
(log (+ (pow 1 3) (pow (exp x) 3)))
88.0ms
(+ x (+ (* 1/2 (pow x 2)) 2))
78.0ms
(log (+ (pow 1 3) (pow (exp x) 3)))
59.0ms
(+ (log 2) (+ (* 1/2 x) (* 1/8 (pow x 2))))
54.0ms
(+ (log 2) (+ (* 1/2 x) (* 1/8 (pow x 2))))

prune541.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0.2b

localize40.0ms

Local error

Found 4 expressions with local error:

0.9b
(log (sqrt (+ 1 (exp x))))
0.9b
(log (sqrt (+ 1 (exp x))))
0.0b
(- (log (sqrt (+ 1 (exp x)))) (* x y))
0.0b
(sqrt (+ 1 (exp x)))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
21×log-prod
19×*-un-lft-identity
16×sqrt-prod
12×add-sqr-sqrt
11×add-cube-cbrt
pow1
sqrt-div
associate--l+
log-div add-exp-log log-pow
add-log-exp
flip3-+ add-cbrt-cube flip-+ insert-posit16 distribute-lft-out
sqrt-pow1 pow1/2
associate--l- rem-log-exp
rem-sqrt-square sub-neg flip3-- diff-log flip--
Counts
4 → 81
Calls
4 calls:
Slowest
10.0ms
(- (log (sqrt (+ 1 (exp x)))) (* x y))
6.0ms
(sqrt (+ 1 (exp x)))
4.0ms
(log (sqrt (+ 1 (exp x))))
4.0ms
(log (sqrt (+ 1 (exp x))))

series446.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
146.0ms
(log (sqrt (+ 1 (exp x))))
136.0ms
(- (log (sqrt (+ 1 (exp x)))) (* x y))
117.0ms
(log (sqrt (+ 1 (exp x))))
47.0ms
(sqrt (+ 1 (exp x)))

simplify2.4s

Counts
52 → 93
Calls
52 calls:
Slowest
334.0ms
(- (+ (sqrt 2) (+ (* 1/4 (/ (pow x 2) (sqrt 2))) (* 1/2 (/ x (sqrt 2))))) (* 1/8 (/ (pow x 2) (pow (sqrt 2) 3))))
248.0ms
(- (+ (* 1/4 (/ (pow x 2) (pow (sqrt 2) 2))) (+ (log (sqrt 2)) (* 1/2 (/ x (pow (sqrt 2) 2))))) (* 1/4 (/ (pow x 2) (pow (sqrt 2) 4))))
235.0ms
(- (+ (* 1/4 (/ (pow x 2) (pow (sqrt 2) 2))) (+ (log (sqrt 2)) (* 1/2 (/ x (pow (sqrt 2) 2))))) (* 1/4 (/ (pow x 2) (pow (sqrt 2) 4))))
219.0ms
(- (+ (* 1/4 (/ (pow x 2) (pow (sqrt 2) 2))) (+ (log (sqrt 2)) (* 1/2 (/ x (pow (sqrt 2) 2))))) (* 1/4 (/ (pow x 2) (pow (sqrt 2) 4))))
198.0ms
(log (sqrt (+ (pow 1 3) (pow (exp x) 3))))

prune1.1s

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.2b

localize71.0ms

Local error

Found 4 expressions with local error:

0.9b
(log (cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x))))))
0.9b
(log (sqrt (+ 1 (exp x))))
0.7b
(cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x)))))
0.7b
(* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x))))

rewrite160.0ms

Algorithm
rewrite-expression-head
Rules
122×sqrt-div
61×flip3-+ flip-+
60×frac-times
52×cbrt-div
31×*-un-lft-identity
30×associate-*l/ sqrt-prod
28×log-div
27×add-sqr-sqrt
22×pow1
18×associate-*r/
15×add-cube-cbrt
11×log-prod swap-sqr
sqrt-pow1 pow1/2
add-exp-log
associate-*r* associate-*l* distribute-lft-out
add-cbrt-cube
log-pow pow-prod-up
insert-posit16 add-log-exp unswap-sqr
pow-prod-down pow-sqr
cbrt-prod pow1/3 rem-log-exp
pow2 rem-square-sqrt pow-plus sqrt-unprod pow3 prod-exp *-commutative rem-cbrt-cube cbrt-unprod
Counts
4 → 162
Calls
4 calls:
Slowest
62.0ms
(cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x)))))
51.0ms
(* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x))))
32.0ms
(log (cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x))))))
9.0ms
(log (sqrt (+ 1 (exp x))))

series330.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
155.0ms
(log (cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x))))))
127.0ms
(log (sqrt (+ 1 (exp x))))
36.0ms
(cbrt (* (* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x)))) (sqrt (+ 1 (exp x)))))
12.0ms
(* (sqrt (+ 1 (exp x))) (sqrt (+ 1 (exp x))))

simplify16.3s

Counts
162 → 174
Calls
162 calls:
Slowest
425.0ms
(log (cbrt (* (* (sqrt (+ (pow 1 3) (pow (exp x) 3))) (sqrt (+ (pow 1 3) (pow (exp x) 3)))) (sqrt (- (* 1 1) (* (exp x) (exp x)))))))
416.0ms
(log (cbrt (* (* (sqrt (+ (pow 1 3) (pow (exp x) 3))) (sqrt (+ (pow 1 3) (pow (exp x) 3)))) (sqrt (+ 1 (exp x))))))
409.0ms
(log (cbrt (* (* (sqrt (+ (pow 1 3) (pow (exp x) 3))) (sqrt (+ (pow 1 3) (pow (exp x) 3)))) (sqrt (+ (pow 1 3) (pow (exp x) 3))))))
401.0ms
(cbrt (* (* (sqrt (+ (pow 1 3) (pow (exp x) 3))) (sqrt (+ (pow 1 3) (pow (exp x) 3)))) (sqrt (- (* 1 1) (* (exp x) (exp x))))))
399.0ms
(cbrt (* (* (sqrt (+ (pow 1 3) (pow (exp x) 3))) (sqrt (+ (pow 1 3) (pow (exp x) 3)))) (sqrt (+ 1 (exp x)))))

prune2.6s

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.2b

localize23.0ms

Local error

Found 3 expressions with local error:

7.5b
(log (+ (* x (* x 1/2)) (+ x 2)))
0.0b
(- (log (+ (* x (* x 1/2)) (+ x 2))) (* x y))
0.0b
(+ (* x (* x 1/2)) (+ x 2))

rewrite64.0ms

Algorithm
rewrite-expression-head
Rules
add-log-exp
log-prod
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
pow1 log-div add-exp-log
sum-log flip3-+ add-cbrt-cube associate--l+ flip-+ insert-posit16
associate--l-
+-commutative associate-+r+ sub-neg flip3-- diff-log rem-log-exp log-pow flip--
Counts
3 → 47
Calls
3 calls:
Slowest
26.0ms
(- (log (+ (* x (* x 1/2)) (+ x 2))) (* x y))
20.0ms
(+ (* x (* x 1/2)) (+ x 2))
18.0ms
(log (+ (* x (* x 1/2)) (+ x 2)))

series153.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
84.0ms
(- (log (+ (* x (* x 1/2)) (+ x 2))) (* x y))
40.0ms
(log (+ (* x (* x 1/2)) (+ x 2)))
30.0ms
(+ (* x (* x 1/2)) (+ x 2))

simplify3.9s

Counts
23 → 56
Calls
23 calls:
Slowest
520.0ms
(log (- (* (* x (* x 1/2)) (* x (* x 1/2))) (* (+ x 2) (+ x 2))))
427.0ms
(* (exp (* x (* x 1/2))) (exp (+ x 2)))
337.0ms
(log (+ (pow (* x (* x 1/2)) 3) (pow (+ x 2) 3)))
309.0ms
(- (+ (log 1/2) (+ (* 2 (/ 1 (pow x 2))) (* 2 (/ 1 x)))) (* 2 (log (/ 1 x))))
304.0ms
(log (+ (pow (* x (* x 1/2)) 3) (pow (+ x 2) 3)))

prune521.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0.2b

regimes68.0ms

Accuracy

0% (0.8b remaining)

Error of 1.0b against oracle of 0.2b and baseline of 1.0b

bsearch2.0ms

end0.0ms

sample4.6s

Algorithm
intervals
Results
3.0s2524×body10240exit
950.0ms8459×body80valid
191.0ms270×body640valid
125.0ms126×body1280valid
86.0ms126×body160valid
58.0ms155×body320valid