Details

Time bar (total: 19.8s)

sample110.0ms

Algorithm
intervals
Results
40.0ms620×body80valid
33.0ms655×body80nan

simplify4.2s

Counts
1 → 1
Iterations
IterNodes
done5001
71814
6629
5219
494
357
233
117
08

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.1b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (+ x (* y (log y))) z)
0.0b
(+ x (* y (log y)))
0.1b
(exp (- (+ x (* y (log y))) z))
0.2b
(* y (log y))

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt add-log-exp
15×*-un-lft-identity
12×log-prod
11×add-cube-cbrt
pow1
distribute-rgt-in associate-+r+ distribute-lft-in add-cbrt-cube add-exp-log
exp-prod
diff-log associate-*r* insert-posit16
sum-log associate-*l* exp-sum rem-exp-log
sub-neg associate--l+ distribute-lft-out-- difference-of-squares
+-commutative flip3-+ flip3-- exp-diff pow-prod-down prod-exp log-pow *-commutative cbrt-unprod flip-+ flip-- unswap-sqr
Counts
4 → 81
Calls
4 calls:
23.0ms
(- (+ x (* y (log y))) z)
6.0ms
(+ x (* y (log y)))
50.0ms
(exp (- (+ x (* y (log y))) z))
12.0ms
(* y (log y))

series456.0ms

Counts
4 → 12
Calls
4 calls:
46.0ms
(- (+ x (* y (log y))) z)
61.0ms
(+ x (* y (log y)))
48.0ms
(exp (- (+ x (* y (log y))) z))
302.0ms
(* y (log y))

simplify2.5s

Counts
93 → 93
Iterations
IterNodes
done5002
32962
2767
1301
0135

prune545.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize42.0ms

Local error

Found 4 expressions with local error:

0.0b
(cbrt (exp (* 3 (+ (- x z) (* (log y) y)))))
0.1b
(* 3 (+ (- x z) (* (log y) y)))
0.1b
(exp (* 3 (+ (- x z) (* (log y) y))))
0.2b
(* (log y) y)

rewrite148.0ms

Algorithm
rewrite-expression-head
Rules
13×add-sqr-sqrt
pow1 *-un-lft-identity add-cube-cbrt
add-cbrt-cube add-exp-log
associate-*l*
associate-*r* add-log-exp
cbrt-prod
exp-sum insert-posit16
distribute-rgt-in distribute-lft-in
pow-prod-down prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr
exp-prod flip3-+ exp-to-pow pow1/3 log-pow flip-+ rem-exp-log
Counts
4 → 70
Calls
4 calls:
12.0ms
(cbrt (exp (* 3 (+ (- x z) (* (log y) y)))))
82.0ms
(* 3 (+ (- x z) (* (log y) y)))
30.0ms
(exp (* 3 (+ (- x z) (* (log y) y))))
22.0ms
(* (log y) y)

series523.0ms

Counts
4 → 12
Calls
4 calls:
101.0ms
(cbrt (exp (* 3 (+ (- x z) (* (log y) y)))))
67.0ms
(* 3 (+ (- x z) (* (log y) y)))
71.0ms
(exp (* 3 (+ (- x z) (* (log y) y))))
283.0ms
(* (log y) y)

simplify1.5s

Counts
82 → 82
Iterations
IterNodes
done5002
21146
1353
0136

prune423.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(pow (exp (* 3 (+ (- x z) (* (log y) y)))) 1/3)
0.1b
(* 3 (+ (- x z) (* (log y) y)))
0.1b
(exp (* 3 (+ (- x z) (* (log y) y))))
0.2b
(* (log y) y)

rewrite169.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cube-cbrt
add-cbrt-cube add-exp-log
associate-*l* add-log-exp
associate-*r*
unpow-prod-down
exp-sum insert-posit16
distribute-rgt-in pow-unpow pow-pow distribute-lft-in
exp-prod exp-to-pow pow-prod-down prod-exp associate-*r/ *-commutative cbrt-unprod unswap-sqr
pow-to-exp flip3-+ unpow1/3 pow-exp log-pow flip-+ sqr-pow rem-exp-log
Counts
4 → 79
Calls
4 calls:
33.0ms
(pow (exp (* 3 (+ (- x z) (* (log y) y)))) 1/3)
102.0ms
(* 3 (+ (- x z) (* (log y) y)))
25.0ms
(exp (* 3 (+ (- x z) (* (log y) y))))
7.0ms
(* (log y) y)

series454.0ms

Counts
4 → 12
Calls
4 calls:
87.0ms
(pow (exp (* 3 (+ (- x z) (* (log y) y)))) 1/3)
48.0ms
(* 3 (+ (- x z) (* (log y) y)))
74.0ms
(exp (* 3 (+ (- x z) (* (log y) y))))
245.0ms
(* (log y) y)

simplify1.4s

Counts
91 → 91
Iterations
IterNodes
done5000
21468
1449
0153

prune472.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

localize48.0ms

Local error

Found 4 expressions with local error:

0.1b
(* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y))))
0.1b
(exp (* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y)))))
0.3b
(* (log y) (sqrt y))
0.4b
(* (* (log y) (sqrt y)) (sqrt y))

rewrite183.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
15×associate-*r*
14×pow1
13×add-cbrt-cube add-exp-log
11×*-un-lft-identity add-cube-cbrt
associate-*l*
sqrt-prod
add-log-exp
pow-prod-down prod-exp cbrt-unprod
insert-posit16
*-commutative unswap-sqr
distribute-rgt-in distribute-lft-in exp-sum associate-*r/
exp-prod flip3-+ exp-to-pow log-pow flip-+ rem-exp-log
Counts
4 → 82
Calls
4 calls:
87.0ms
(* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y))))
39.0ms
(exp (* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y)))))
16.0ms
(* (log y) (sqrt y))
40.0ms
(* (* (log y) (sqrt y)) (sqrt y))

series449.0ms

Counts
4 → 12
Calls
4 calls:
46.0ms
(* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y))))
95.0ms
(exp (* 3 (+ (- x z) (* (* (log y) (sqrt y)) (sqrt y)))))
79.0ms
(* (log y) (sqrt y))
229.0ms
(* (* (log y) (sqrt y)) (sqrt y))

simplify1.7s

Counts
94 → 94
Iterations
IterNodes
done5003
22328
1650
0225

prune487.0ms

Pruning

3 alts after pruning (2 fresh and 1 done)

Merged error: 0.0b

regimes116.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify4.0ms

Iterations
IterNodes
done20
120
016

end0.0ms

sample3.7s

Algorithm
intervals
Results
1.4s18929×body80nan
1.4s18878×body80valid