Details

Time bar (total: 10.2s)

sample83.0ms

Algorithm
intervals
Results
43.0ms79×body10240exit
14.0ms271×body80valid
4.0msbody1280valid
2.0msbody640valid
2.0msbody320valid
1.0msbody160valid

simplify23.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 3 expressions with local error:

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

rewrite43.0ms

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:
28.0ms
(- (log (+ 1.0 (exp x))) (* x y))
7.0ms
(+ 1.0 (exp x))
7.0ms
(log (+ 1.0 (exp x)))

series144.0ms

Counts
3 → 9
Calls
3 calls:
70.0ms
(- (log (+ 1.0 (exp x))) (* x y))
9.0ms
(+ 1.0 (exp x))
65.0ms
(log (+ 1.0 (exp x)))

simplify750.0ms

Counts
54 → 54

prune211.0ms

Pruning

3 alts after pruning (3 fresh and 0 done)

Merged error: 0b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (+ 1.0 (exp x)))
0.0b
(sqrt (+ 1.0 (exp x)))
0.7b
(log (sqrt (+ 1.0 (exp x))))
0.7b
(log (sqrt (+ 1.0 (exp x))))

rewrite48.0ms

Algorithm
rewrite-expression-head
Rules
18×*-un-lft-identity
16×sqrt-prod
14×log-prod
12×add-sqr-sqrt
10×pow1 add-cube-cbrt
sqrt-div
add-exp-log log-pow
log-div sqrt-pow1 flip3-+ pow1/2 add-cbrt-cube flip-+ distribute-lft-out add-log-exp
rem-sqrt-square rem-log-exp
Counts
4 → 72
Calls
4 calls:
17.0ms
(sqrt (+ 1.0 (exp x)))
15.0ms
(sqrt (+ 1.0 (exp x)))
7.0ms
(log (sqrt (+ 1.0 (exp x))))
7.0ms
(log (sqrt (+ 1.0 (exp x))))

series320.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(sqrt (+ 1.0 (exp x)))
32.0ms
(sqrt (+ 1.0 (exp x)))
131.0ms
(log (sqrt (+ 1.0 (exp x))))
125.0ms
(log (sqrt (+ 1.0 (exp x))))

simplify507.0ms

Counts
84 → 84

prune329.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0b

localize18.0ms

Local error

Found 4 expressions with local error:

0.7b
(cbrt (+ 1.0 (exp x)))
0.7b
(cbrt (+ 1.0 (exp x)))
0.7b
(cbrt (+ 1.0 (exp x)))
0.7b
(log (* (cbrt (+ 1.0 (exp x))) (cbrt (+ 1.0 (exp x)))))

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-div
13×*-un-lft-identity
12×pow1 cbrt-prod
flip3-+ pow1/3 log-pow flip-+
log-div
add-exp-log add-sqr-sqrt add-cube-cbrt
frac-times add-cbrt-cube add-log-exp
distribute-lft-out
associate-*r/ rem-log-exp pow-prod-down associate-*l/ pow-sqr pow-prod-up
pow2 log-prod pow-plus prod-exp
Counts
4 → 69
Calls
4 calls:
5.0ms
(cbrt (+ 1.0 (exp x)))
5.0ms
(cbrt (+ 1.0 (exp x)))
5.0ms
(cbrt (+ 1.0 (exp x)))
38.0ms
(log (* (cbrt (+ 1.0 (exp x))) (cbrt (+ 1.0 (exp x)))))

series704.0ms

Counts
4 → 12
Calls
4 calls:
163.0ms
(cbrt (+ 1.0 (exp x)))
161.0ms
(cbrt (+ 1.0 (exp x)))
144.0ms
(cbrt (+ 1.0 (exp x)))
235.0ms
(log (* (cbrt (+ 1.0 (exp x))) (cbrt (+ 1.0 (exp x)))))

simplify735.0ms

Counts
81 → 81

prune470.0ms

Pruning

3 alts after pruning (1 fresh and 2 done)

Merged error: 0b

localize27.0ms

Local error

Found 3 expressions with local error:

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

rewrite332.0ms

Algorithm
rewrite-expression-head
Rules
16×add-log-exp
sum-log
add-sqr-sqrt add-cube-cbrt associate-+l+ associate-+r+ *-un-lft-identity
pow1 add-exp-log sub-neg log-prod diff-log add-cbrt-cube
+-commutative distribute-rgt-in distribute-lft-in flip3-+ flip-+
flip3-- associate--l+ flip--
Counts
3 → 46
Calls
3 calls:
258.0ms
(- (+ (+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* 0.5 x)) (* x y))
29.0ms
(+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2)))))
44.0ms
(+ (+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* 0.5 x))

series666.0ms

Counts
3 → 9
Calls
3 calls:
93.0ms
(- (+ (+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* 0.5 x)) (* x y))
490.0ms
(+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2)))))
83.0ms
(+ (+ (log 2.0) (* (pow x 2) (- 0.25 (/ 1/2 (pow 2.0 2))))) (* 0.5 x))

simplify546.0ms

Counts
55 → 55

prune174.0ms

Pruning

3 alts after pruning (0 fresh and 3 done)

Merged error: 0b

regimes33.0ms

Accuracy

0.6% (0.8b remaining)

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

bsearch0.0ms

simplify636.0ms

end0.0ms

sample3.4s

Algorithm
intervals
Results
1.8s2458×body10240exit
815.0ms8428×body80valid
110.0ms260×body640valid
84.0ms119×body1280valid
56.0ms122×body160valid
48.0ms192×body320valid