Details

Time bar (total: 9.3s)

sample106.0ms

Algorithm
intervals
Results
57.0ms86×body10240exit
18.0ms277×body80valid
4.0msbody1280valid
4.0msbody640valid
0.0msbody320valid
0.0msbody160valid

simplify29.0ms

Counts
1 → 1

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.3b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (log (+ 1.0 (exp x))) (* x y))
0.0b
(+ 1.0 (exp x))
0.4b
(log (+ 1.0 (exp x)))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
11×*-un-lft-identity
log-prod
add-log-exp
add-sqr-sqrt add-cube-cbrt
pow1 add-exp-log log-div associate--l+
flip3-+ add-cbrt-cube flip-+ distribute-lft-out
associate--l-
+-commutative sub-neg flip3-- diff-log rem-log-exp sum-log log-pow flip--
Counts
3 → 45
Calls
3 calls:
14.0ms
(- (log (+ 1.0 (exp x))) (* x y))
15.0ms
(+ 1.0 (exp x))
9.0ms
(log (+ 1.0 (exp x)))

series169.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(- (log (+ 1.0 (exp x))) (* x y))
11.0ms
(+ 1.0 (exp x))
82.0ms
(log (+ 1.0 (exp x)))

simplify880.0ms

Counts
54 → 54

prune232.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* x y))
0.0b
(+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2)))))
0.0b
(* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))
0.0b
(+ (log 2.0) (* 0.5 x))

rewrite461.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
17×add-log-exp
10×*-un-lft-identity
add-exp-log associate-*r*
add-cube-cbrt associate-*l*
sum-log
associate-*r/ add-cbrt-cube
sub-neg unpow-prod-down difference-of-squares
pow1 distribute-rgt-in associate-+l+ associate-+r+ flip3-- distribute-lft-in flip3-+ times-frac frac-add flip-- flip-+ unswap-sqr
log-prod diff-log prod-exp unpow2 sqr-pow
+-commutative
pow-to-exp pow-exp associate--l+ *-commutative cbrt-unprod distribute-lft-out--
Counts
4 → 89
Calls
4 calls:
259.0ms
(- (+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* x y))
54.0ms
(+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2)))))
130.0ms
(* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))
14.0ms
(+ (log 2.0) (* 0.5 x))

series633.0ms

Counts
4 → 12
Calls
4 calls:
123.0ms
(- (+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* x y))
84.0ms
(+ (+ (log 2.0) (* 0.5 x)) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2)))))
142.0ms
(* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))
285.0ms
(+ (log 2.0) (* 0.5 x))

simplify1.2s

Counts
101 → 101

prune532.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (exp x) 1.0)
0.4b
(log (+ (exp x) 1.0))
0.7b
(pow (- (log (+ (exp x) 1.0)) (* x y)) 3)
13.1b
(cbrt (pow (- (log (+ (exp x) 1.0)) (* x y)) 3))

rewrite51.0ms

Algorithm
rewrite-expression-head
Rules
15×*-un-lft-identity
12×cbrt-prod
11×add-sqr-sqrt add-cube-cbrt
pow1 add-exp-log unpow-prod-down cube-prod add-log-exp
add-cbrt-cube
cube-div log-prod
pow-unpow
cube-mult log-div cbrt-div flip3-- flip3-+ unpow3 flip-- flip-+ distribute-lft-out sqr-pow
+-commutative pow-to-exp pow-pow pow1/3 rem-log-exp pow-exp sum-log log-pow rem-cbrt-cube rem-cube-cbrt
Counts
4 → 75
Calls
4 calls:
9.0ms
(+ (exp x) 1.0)
13.0ms
(log (+ (exp x) 1.0))
14.0ms
(pow (- (log (+ (exp x) 1.0)) (* x y)) 3)
12.0ms
(cbrt (pow (- (log (+ (exp x) 1.0)) (* x y)) 3))

series448.0ms

Counts
4 → 12
Calls
4 calls:
9.0ms
(+ (exp x) 1.0)
87.0ms
(log (+ (exp x) 1.0))
241.0ms
(pow (- (log (+ (exp x) 1.0)) (* x y)) 3)
110.0ms
(cbrt (pow (- (log (+ (exp x) 1.0)) (* x y)) 3))

simplify696.0ms

Counts
87 → 87

prune287.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0b

regimes106.0ms

Accuracy

0% (0.2b remaining)

Error of 0.4b against oracle of 0.2b and baseline of 0.4b

bsearch0.0ms

simplify22.0ms

end0.0ms

sample3.4s

Algorithm
intervals
Results
1.7s2566×body10240exit
990.0ms8424×body80valid
102.0ms146×body1280valid
100.0ms259×body640valid
39.0ms170×body320valid
16.0ms113×body160valid