Details

Time bar (total: 13.4s)

sample210.0ms

Algorithm
intervals
Results
91.0ms843×body80nan
18.0ms191×body80valid
14.0ms28×body640valid
7.0ms22×body320valid
7.0msbody1280valid
2.0msbody160valid

simplify141.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 5.9b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- z 1.0) (log (- 1.0 y)))
0.1b
(* (- x 1.0) (log y))
6.3b
(log (- 1.0 y))

rewrite85.0ms

Algorithm
rewrite-expression-head
Rules
26×add-sqr-sqrt
22×*-un-lft-identity
21×log-prod
12×add-cube-cbrt
10×pow1 associate-*l*
add-exp-log distribute-rgt-in distribute-lft-in associate-*r*
add-cbrt-cube
distribute-lft-out-- difference-of-squares
associate-*l/
flip3-- log-pow flip-- add-log-exp
log-div pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
rem-log-exp
Counts
3 → 78
Calls
3 calls:
32.0ms
(* (- z 1.0) (log (- 1.0 y)))
45.0ms
(* (- x 1.0) (log y))
5.0ms
(log (- 1.0 y))

series171.0ms

Counts
3 → 9
Calls
3 calls:
48.0ms
(* (- z 1.0) (log (- 1.0 y)))
69.0ms
(* (- x 1.0) (log y))
53.0ms
(log (- 1.0 y))

simplify34.0ms

Counts
87 → 87

prune401.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.1b

localize36.0ms

Local error

Found 3 expressions with local error:

0.0b
(* 1/2 (/ (pow y 2) (pow 1.0 2)))
0.0b
(* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (pow y 2) (pow 1.0 2))))))
0.1b
(* (- x 1.0) (log y))

rewrite181.0ms

Algorithm
rewrite-expression-head
Rules
89×add-sqr-sqrt
80×times-frac
78×associate-*r*
56×unpow-prod-down
52×*-un-lft-identity
45×add-cube-cbrt
30×add-exp-log
24×unpow2 sqr-pow
19×unswap-sqr
13×associate-*l*
12×log-prod prod-exp add-cbrt-cube
11×pow1
div-exp
distribute-rgt-in distribute-lft-in
flip3-- flip--
pow-to-exp pow-exp associate--l+
frac-times associate-*l/ cbrt-unprod distribute-lft-out--
associate-*r/ pow-prod-down *-commutative add-log-exp difference-of-squares
sub-neg log-pow
cbrt-undiv div-inv
Counts
3 → 180
Calls
3 calls:
39.0ms
(* 1/2 (/ (pow y 2) (pow 1.0 2)))
94.0ms
(* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (pow y 2) (pow 1.0 2))))))
37.0ms
(* (- x 1.0) (log y))

series190.0ms

Counts
3 → 9
Calls
3 calls:
58.0ms
(* 1/2 (/ (pow y 2) (pow 1.0 2)))
72.0ms
(* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (pow y 2) (pow 1.0 2))))))
60.0ms
(* (- x 1.0) (log y))

simplify68.0ms

Counts
189 → 189

prune864.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.1b

localize32.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (- x 1.0) (log (cbrt y)))
0.3b
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite83.0ms

Algorithm
rewrite-expression-head
Rules
48×log-prod
36×distribute-rgt-in distribute-lft-in
30×cbrt-prod
28×add-sqr-sqrt
26×*-un-lft-identity
24×add-cube-cbrt associate-+l+
12×associate-+r+
10×associate-*l/
pow1
add-exp-log add-cbrt-cube add-log-exp
flip3-- associate-*r* associate-*l* flip--
frac-add
pow1/3
log-pow
+-commutative flip3-+ pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ distribute-lft-out distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 110
Calls
4 calls:
27.0ms
(* (- x 1.0) (log (cbrt y)))
49.0ms
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series919.0ms

Counts
4 → 12
Calls
4 calls:
168.0ms
(* (- x 1.0) (log (cbrt y)))
259.0ms
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
263.0ms
(cbrt y)
229.0ms
(cbrt y)

simplify110.0ms

Counts
122 → 122

prune1.3s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize96.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt (cbrt y))

rewrite6.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-prod
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
pow1 add-exp-log pow1/3 add-cbrt-cube add-log-exp
Counts
4 → 47
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)
3.0ms
(cbrt (cbrt y))

series1.1s

Counts
4 → 12
Calls
4 calls:
237.0ms
(cbrt y)
216.0ms
(cbrt y)
250.0ms
(cbrt y)
363.0ms
(cbrt (cbrt y))

simplify45.0ms

Counts
59 → 59

prune626.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes358.0ms

Accuracy

-5.1% (0.4b remaining)

Error of 0.4b against oracle of 0.1b and baseline of 0.4b

bsearch0.0ms

simplify85.0ms

end0.0ms

sample6.3s

Algorithm
intervals
Results
3.1s24189×body80nan
680.0ms5875×body80valid
358.0ms794×body640valid
239.0ms686×body320valid
225.0ms238×body1280valid
77.0ms438×body160valid