Details

Time bar (total: 11.9s)

sample179.0ms

Algorithm
intervals
Results
59.0ms719×body80nan
36.0ms259×body80valid

simplify44.0ms

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize27.0ms

Local error

Found 4 expressions with local error:

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

rewrite426.0ms

Algorithm
rewrite-expression-head
Rules
34×associate--l+
27×log-prod
25×*-un-lft-identity
19×add-sqr-sqrt
17×add-log-exp
15×add-cube-cbrt
12×distribute-rgt-in distribute-lft-in
10×associate-+l+
pow1
diff-log
add-exp-log add-cbrt-cube
sub-neg
associate-*r* distribute-lft-out
associate-+r+ associate-*l* sum-log log-pow distribute-lft-out--
flip3-- flip--
+-commutative associate--l- associate-+l- flip3-+ pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ difference-of-squares unswap-sqr
Counts
4 → 98
Calls
4 calls:
289.0ms
(+ (- (- (* x (log y)) y) z) (log t))
12.0ms
(- (* x (log y)) y)
101.0ms
(- (- (* x (log y)) y) z)
18.0ms
(* x (log y))

series256.0ms

Counts
4 → 12
Calls
4 calls:
83.0ms
(+ (- (- (* x (log y)) y) z) (log t))
70.0ms
(- (* x (log y)) y)
45.0ms
(- (- (* x (log y)) y) z)
57.0ms
(* x (log y))

simplify124.0ms

Counts
110 → 110

prune459.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 4 expressions with local error:

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

rewrite160.0ms

Algorithm
rewrite-expression-head
Rules
15×add-log-exp
12×pow1 add-sqr-sqrt associate-*l*
add-exp-log add-cube-cbrt *-un-lft-identity add-cbrt-cube
associate-*r* log-pow
associate-+r+ diff-log
sub-neg sum-log
sqrt-pow1 pow1/2 pow-prod-down prod-exp associate--l+ *-commutative cbrt-unprod unswap-sqr
+-commutative associate-+r- flip3-- flip3-+ flip-- flip-+
Counts
4 → 72
Calls
4 calls:
13.0ms
(- (* (log (sqrt y)) x) y)
91.0ms
(+ (* (log (sqrt y)) x) (- (- (* (log (sqrt y)) x) y) z))
32.0ms
(* (log (sqrt y)) x)
21.0ms
(* (log (sqrt y)) x)

series551.0ms

Counts
4 → 12
Calls
4 calls:
109.0ms
(- (* (log (sqrt y)) x) y)
105.0ms
(+ (* (log (sqrt y)) x) (- (- (* (log (sqrt y)) x) y) z))
175.0ms
(* (log (sqrt y)) x)
161.0ms
(* (log (sqrt y)) x)

simplify135.0ms

Counts
84 → 84

prune494.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize40.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt y) (cbrt y))
0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
25×cbrt-prod
23×add-sqr-sqrt
15×add-cube-cbrt *-un-lft-identity
11×pow1
pow1/3
add-exp-log swap-sqr associate-*r* associate-*l*
add-cbrt-cube add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 73
Calls
4 calls:
25.0ms
(* (cbrt y) (cbrt y))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series1.0s

Counts
4 → 12
Calls
4 calls:
265.0ms
(* (cbrt y) (cbrt y))
237.0ms
(cbrt y)
250.0ms
(cbrt y)
296.0ms
(cbrt y)

simplify54.0ms

Counts
85 → 85

prune424.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize39.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt y) (cbrt y))
0.6b
(cbrt y)
0.6b
(cbrt y)
5.2b
(pow (/ 1 y) -1/3)

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
30×add-sqr-sqrt
22×cbrt-prod add-cube-cbrt *-un-lft-identity
13×pow1 unpow-prod-down
11×add-exp-log
times-frac
pow1/3
swap-sqr associate-*r* associate-*l*
pow-exp add-cbrt-cube add-log-exp unswap-sqr
pow-unpow pow-pow
div-exp pow-prod-down pow-sqr pow-prod-up
pow2 pow-to-exp rec-exp pow-flip pow-plus 1-exp prod-exp *-commutative cbrt-unprod div-inv inv-pow sqr-pow
Counts
4 → 94
Calls
4 calls:
21.0ms
(* (cbrt y) (cbrt y))
2.0ms
(cbrt y)
2.0ms
(cbrt y)
14.0ms
(pow (/ 1 y) -1/3)

series1.4s

Counts
4 → 12
Calls
4 calls:
569.0ms
(* (cbrt y) (cbrt y))
227.0ms
(cbrt y)
273.0ms
(cbrt y)
296.0ms
(pow (/ 1 y) -1/3)

simplify79.0ms

Counts
106 → 106

prune520.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

regimes200.0ms

Accuracy

35.3% (0.1b remaining)

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

bsearch0.0ms

simplify34.0ms

end0.0ms

sample5.1s

Algorithm
intervals
Results
2.3s24859×body80nan
846.0ms8038×body80valid
0.0msbody320valid