Details

Time bar (total: 13.1s)

sample71.0ms

Algorithm
intervals
Results
19.0ms299×body80nan
16.0ms257×body80valid

simplify140.0ms

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (- (* x (log y)) z) y)
0.0b
(- (* x (log y)) z)
0.3b
(* x (log y))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
20×associate--l+
18×log-prod
15×add-sqr-sqrt
13×*-un-lft-identity
11×add-cube-cbrt
10×add-log-exp
distribute-rgt-in distribute-lft-in
pow1
add-exp-log add-cbrt-cube
diff-log associate-*r*
sub-neg associate-*l*
flip3-- flip--
associate--l- pow-prod-down prod-exp log-pow *-commutative cbrt-unprod distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 67
Calls
3 calls:
94.0ms
(- (- (* x (log y)) z) y)
10.0ms
(- (* x (log y)) z)
13.0ms
(* x (log y))

series571.0ms

Counts
3 → 9
Calls
3 calls:
45.0ms
(- (- (* x (log y)) z) y)
68.0ms
(- (* x (log y)) z)
458.0ms
(* x (log y))

simplify1.4s

Counts
76 → 76

prune275.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z)
0.0b
(- (- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z) y)
0.3b
(* (log (sqrt y)) x)
0.3b
(* (log (sqrt y)) x)

rewrite379.0ms

Algorithm
rewrite-expression-head
Rules
18×add-log-exp
16×add-sqr-sqrt
15×*-un-lft-identity
12×pow1 associate-*l*
add-exp-log add-cube-cbrt add-cbrt-cube
diff-log
associate-*r* log-pow
associate--l+
distribute-lft-out--
sub-neg
flip3-- sqrt-pow1 pow1/2 pow-prod-down prod-exp sum-log *-commutative flip-- cbrt-unprod difference-of-squares unswap-sqr
associate--l-
Counts
4 → 79
Calls
4 calls:
82.0ms
(- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z)
253.0ms
(- (- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z) y)
20.0ms
(* (log (sqrt y)) x)
21.0ms
(* (log (sqrt y)) x)

series726.0ms

Counts
4 → 12
Calls
4 calls:
195.0ms
(- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z)
134.0ms
(- (- (+ (* (log (sqrt y)) x) (* (log (sqrt y)) x)) z) y)
170.0ms
(* (log (sqrt y)) x)
227.0ms
(* (log (sqrt y)) x)

simplify2.0s

Counts
91 → 91

prune311.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (log (cbrt y)) (+ x x))
0.3b
(+ (* (log (cbrt y)) (+ x x)) (* x (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite70.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt *-un-lft-identity
16×add-cube-cbrt
12×cbrt-prod associate-+r+ log-prod associate-*r*
distribute-rgt-in distribute-lft-in
pow1
add-exp-log add-cbrt-cube add-log-exp
associate-*l*
distribute-rgt-out pow1/3 distribute-lft-out
associate-+l+ flip3-+ associate-*r/ log-pow flip-+
+-commutative distribute-lft1-in count-2 pow-prod-down distribute-rgt1-in prod-exp sum-log *-commutative cbrt-unprod unswap-sqr
Counts
4 → 80
Calls
4 calls:
38.0ms
(* (log (cbrt y)) (+ x x))
26.0ms
(+ (* (log (cbrt y)) (+ x x)) (* x (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series892.0ms

Counts
4 → 12
Calls
4 calls:
153.0ms
(* (log (cbrt y)) (+ x x))
189.0ms
(+ (* (log (cbrt y)) (+ x x)) (* x (log (cbrt y))))
290.0ms
(cbrt y)
259.0ms
(cbrt y)

simplify732.0ms

Counts
92 → 92

prune398.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (log (cbrt y)) (+ x x))
0.3b
(+ (* (log (cbrt y)) (+ x x)) (* x (log (pow (/ 1 y) -1/3))))
0.6b
(cbrt y)
5.1b
(pow (/ 1 y) -1/3)

rewrite68.0ms

Algorithm
rewrite-expression-head
Rules
39×unpow-prod-down
37×add-sqr-sqrt *-un-lft-identity
35×add-cube-cbrt
34×associate-+r+ log-prod
27×times-frac
19×distribute-rgt-in distribute-lft-in
12×associate-*r*
11×add-exp-log
pow1
add-cbrt-cube add-log-exp
associate-*l*
pow-exp
cbrt-prod pow-unpow distribute-rgt-out pow-pow div-inv distribute-lft-out sqr-pow
associate-+l+ flip3-+ pow1/3 associate-*r/ div-exp log-pow flip-+
+-commutative pow-to-exp rec-exp pow-flip distribute-lft1-in count-2 1-exp pow-prod-down distribute-rgt1-in prod-exp sum-log *-commutative cbrt-unprod inv-pow unswap-sqr
Counts
4 → 123
Calls
4 calls:
24.0ms
(* (log (cbrt y)) (+ x x))
27.0ms
(+ (* (log (cbrt y)) (+ x x)) (* x (log (pow (/ 1 y) -1/3))))
1.0ms
(cbrt y)
7.0ms
(pow (/ 1 y) -1/3)

series949.0ms

Counts
4 → 12
Calls
4 calls:
178.0ms
(* (log (cbrt y)) (+ x x))
314.0ms
(+ (* (log (cbrt y)) (+ x x)) (* x (log (pow (/ 1 y) -1/3))))
254.0ms
(cbrt y)
204.0ms
(pow (/ 1 y) -1/3)

simplify1.3s

Counts
135 → 135

prune566.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes94.0ms

Accuracy

-0.5% (0.1b remaining)

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

bsearch0.0ms

simplify417.0ms

end0.0ms

sample1.5s

Algorithm
intervals
Results
414.0ms8019×body80valid
348.0ms7868×body80nan
1.0msbody2560valid
0.0msbody1280valid