Details

Time bar (total: 23.6s)

sample148.0ms

Algorithm
intervals
Results
65.0ms540×body80valid
44.0ms543×body80nan

simplify4.1s

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

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 0.0b

localize15.0ms

Local error

Found 4 expressions with local error:

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

rewrite559.0ms

Algorithm
rewrite-expression-head
Rules
35×*-un-lft-identity
24×log-prod
21×add-sqr-sqrt
18×associate-+r+
17×add-log-exp
16×associate--l+
15×add-cube-cbrt
12×distribute-rgt-in distribute-lft-in
10×exp-sum
pow1 exp-prod
add-cbrt-cube associate-*l* add-exp-log distribute-lft-out distribute-lft-out--
diff-log associate-*r* insert-posit16
+-commutative sum-log rem-exp-log
sub-neg difference-of-squares
flip3-+ flip3-- exp-diff pow-prod-down prod-exp log-pow *-commutative cbrt-unprod flip-+ flip-- unswap-sqr
Counts
4 → 101
Calls
4 calls:
186.0ms
(- (+ x (* y (log y))) z)
342.0ms
(exp (- (+ x (* y (log y))) z))
17.0ms
(+ x (* y (log y)))
11.0ms
(* y (log y))

series496.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(- (+ x (* y (log y))) z)
63.0ms
(exp (- (+ x (* y (log y))) z))
75.0ms
(+ x (* y (log y)))
311.0ms
(* y (log y))

simplify3.0s

Counts
113 → 113
Iterations
IterNodes
done5000
33373
2860
1346
0153

prune503.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0.0b

localize28.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* y (log y)) z)
0.3b
(* y (log y))
0.5b
(* (exp x) (exp (- (* y (log y)) z)))

rewrite503.0ms

Algorithm
rewrite-expression-head
Rules
25×*-un-lft-identity
22×add-sqr-sqrt
18×log-prod
15×associate-*r*
13×add-cube-cbrt
12×associate--l+
distribute-rgt-in distribute-lft-in add-exp-log
pow1 associate-*l* exp-sum
add-cbrt-cube
exp-prod
prod-exp add-log-exp
distribute-lft-out--
pow-prod-up insert-posit16 unswap-sqr
sub-neg pow-prod-down *-commutative cbrt-unprod difference-of-squares
flip3-- exp-diff diff-log associate-*r/ log-pow flip--
Counts
3 → 83
Calls
3 calls:
48.0ms
(- (* y (log y)) z)
16.0ms
(* y (log y))
435.0ms
(* (exp x) (exp (- (* y (log y)) z)))

series460.0ms

Counts
3 → 9
Calls
3 calls:
139.0ms
(- (* y (log y)) z)
262.0ms
(* y (log y))
58.0ms
(* (exp x) (exp (- (* y (log y)) z)))

simplify2.0s

Counts
92 → 92
Iterations
IterNodes
done5001
32256
2782
1322
0142

prune463.0ms

Pruning

2 alts after pruning (1 fresh and 1 done)

Merged error: 0b

localize25.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* y (log y)) z)
0.3b
(* (sqrt (exp x)) (* (sqrt (exp x)) (exp (- (* y (log y)) z))))
0.3b
(* y (log y))
0.5b
(* (sqrt (exp x)) (exp (- (* y (log y)) z)))

rewrite1.7s

Algorithm
rewrite-expression-head
Rules
54×add-sqr-sqrt
50×associate-*r*
46×*-un-lft-identity
24×log-prod associate-*l*
23×add-cube-cbrt
18×associate--l+
16×exp-sum add-exp-log sqrt-prod unswap-sqr
15×exp-prod
14×pow1
13×add-cbrt-cube
12×distribute-rgt-in distribute-lft-in
sqrt-pow1 pow-prod-up
prod-exp
distribute-lft-out-- add-log-exp
pow-prod-down cbrt-unprod
*-commutative insert-posit16
sub-neg associate-*r/
exp-diff difference-of-squares
flip3-- diff-log log-pow flip--
Counts
4 → 141
Calls
4 calls:
48.0ms
(- (* y (log y)) z)
1.3s
(* (sqrt (exp x)) (* (sqrt (exp x)) (exp (- (* y (log y)) z))))
8.0ms
(* y (log y))
340.0ms
(* (sqrt (exp x)) (exp (- (* y (log y)) z)))

series540.0ms

Counts
4 → 12
Calls
4 calls:
101.0ms
(- (* y (log y)) z)
74.0ms
(* (sqrt (exp x)) (* (sqrt (exp x)) (exp (- (* y (log y)) z))))
284.0ms
(* y (log y))
82.0ms
(* (sqrt (exp x)) (exp (- (* y (log y)) z)))

simplify2.9s

Counts
153 → 153
Iterations
IterNodes
done5001
33767
21120
1448
0192

prune713.0ms

Pruning

2 alts after pruning (0 fresh and 2 done)

Merged error: 0b

regimes255.0ms

Accuracy

0% (0.0b remaining)

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

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done10
110
08

end0.0ms

sample5.1s

Algorithm
intervals
Results
2.3s19022×body80valid
1.6s18887×body80nan