Details

Time bar (total: 24.0s)

sample63.0ms

Algorithm
intervals
Results
22.0ms256×body80valid
21.0ms296×body80nan

simplify5.0s

Counts
1 → 1
Iterations
IterNodes
done5000
64166
52057
4627
3203
263
121
010

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(- x (fma (log y) (+ 0.5 y) (- z y)))
0.1b
(fma (log y) (+ 0.5 y) (- z y))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity
prod-diff add-cube-cbrt
add-log-exp
fma-neg
expm1-log1p-u pow1 add-cbrt-cube add-exp-log fma-udef insert-posit16 log1p-expm1-u
sub-neg flip3-- diff-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
2 → 41
Calls
2 calls:
6.0ms
(- x (fma (log y) (+ 0.5 y) (- z y)))
0.0ms
(fma (log y) (+ 0.5 y) (- z y))

series160.0ms

Counts
2 → 6
Calls
2 calls:
88.0ms
(- x (fma (log y) (+ 0.5 y) (- z y)))
71.0ms
(fma (log y) (+ 0.5 y) (- z y))

simplify2.8s

Counts
47 → 47
Iterations
IterNodes
done5011
32510
2637
1239
0103

prune220.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(- x (+ (* (log y) (+ 0.5 y)) (- z y)))
0.1b
(+ (* (log y) (+ 0.5 y)) (- z y))
0.1b
(* (log y) (+ 0.5 y))

rewrite127.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt *-un-lft-identity
18×prod-diff add-cube-cbrt
17×add-log-exp
11×associate-+r+
pow1 associate-*r/
add-cbrt-cube diff-log add-exp-log
sum-log flip3-+ associate-*r* associate-*l* frac-add flip-+
expm1-log1p-u flip3-- fma-neg insert-posit16 log1p-expm1-u flip--
distribute-rgt-in associate-+l+ associate-+r- sub-neg distribute-lft-in
+-commutative fma-def pow-prod-down prod-exp log-pow *-commutative cbrt-unprod distribute-lft-out associate--r+ distribute-lft-out-- associate--r- difference-of-squares unswap-sqr
Counts
3 → 94
Calls
3 calls:
86.0ms
(- x (+ (* (log y) (+ 0.5 y)) (- z y)))
23.0ms
(+ (* (log y) (+ 0.5 y)) (- z y))
15.0ms
(* (log y) (+ 0.5 y))

series488.0ms

Counts
3 → 9
Calls
3 calls:
92.0ms
(- x (+ (* (log y) (+ 0.5 y)) (- z y)))
59.0ms
(+ (* (log y) (+ 0.5 y)) (- z y))
337.0ms
(* (log y) (+ 0.5 y))

simplify3.1s

Counts
103 → 103
Iterations
IterNodes
done5006
22820
1692
0225

prune534.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(- x (fma (log y) (+ 0.5 y) (- z y)))
0.1b
(fma (log y) (+ 0.5 y) (- z y))

rewrite10.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity
prod-diff add-cube-cbrt
add-log-exp
fma-neg
expm1-log1p-u pow1 add-cbrt-cube add-exp-log fma-udef insert-posit16 log1p-expm1-u
sub-neg flip3-- diff-log flip-- associate--r+ distribute-lft-out-- difference-of-squares
Counts
2 → 41
Calls
2 calls:
9.0ms
(- x (fma (log y) (+ 0.5 y) (- z y)))
0.0ms
(fma (log y) (+ 0.5 y) (- z y))

series156.0ms

Counts
2 → 6
Calls
2 calls:
68.0ms
(- x (fma (log y) (+ 0.5 y) (- z y)))
87.0ms
(fma (log y) (+ 0.5 y) (- z y))

simplify3.3s

Counts
47 → 47
Iterations
IterNodes
done5011
32510
2637
1239
0103

prune327.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize31.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (cbrt (log y)) (cbrt (log y)))
0.5b
(cbrt (log y))
0.5b
(cbrt (log y))
0.5b
(cbrt (log y))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
36×cbrt-prod
23×add-sqr-sqrt
20×pow1
17×*-un-lft-identity
15×add-cube-cbrt
pow1/3 swap-sqr log-pow
associate-*r* associate-*l*
add-exp-log
expm1-log1p-u add-cbrt-cube insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down pow-sqr pow-prod-up
pow2 pow-plus prod-exp *-commutative cbrt-unprod
Counts
4 → 93
Calls
4 calls:
9.0ms
(* (cbrt (log y)) (cbrt (log y)))
1.0ms
(cbrt (log y))
1.0ms
(cbrt (log y))
1.0ms
(cbrt (log y))

series1.6s

Counts
4 → 12
Calls
4 calls:
414.0ms
(* (cbrt (log y)) (cbrt (log y)))
386.0ms
(cbrt (log y))
380.0ms
(cbrt (log y))
402.0ms
(cbrt (log y))

simplify3.4s

Counts
105 → 105
Iterations
IterNodes
done5001
44372
31212
2411
1152
068

prune445.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

regimes181.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify2.0ms

Iterations
IterNodes
done15
115
011

end0.0ms

sample2.0s

Algorithm
intervals
Results
830.0ms8036×body80valid
684.0ms7949×body80nan