Details

Time bar (total: 12.4s)

sample28.0ms

Algorithm
intervals
Results
9.0ms330×body80valid

simplify2.2s

Counts
1 → 1
Iterations
IterNodes
done5000
5943
4264
392
234
114
08

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.4b

localize11.0ms

Local error

Found 2 expressions with local error:

0.0b
(- 1.0 (* (- 1.0 y) z))
2.2b
(* x (- 1.0 (* (- 1.0 y) z)))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
prod-diff
*-un-lft-identity add-cube-cbrt
distribute-rgt-in distribute-lft-in
pow1 add-cbrt-cube add-exp-log add-log-exp
sub-neg fma-neg associate-*r* associate-*l*
expm1-log1p-u flip3-- associate-*r/ log1p-expm1-u flip--
diff-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 52
Calls
2 calls:
5.0ms
(- 1.0 (* (- 1.0 y) z))
16.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

series99.0ms

Counts
2 → 6
Calls
2 calls:
37.0ms
(- 1.0 (* (- 1.0 y) z))
62.0ms
(* x (- 1.0 (* (- 1.0 y) z)))

simplify1.1s

Counts
58 → 58
Iterations
IterNodes
done5000
2875
1220
089

prune329.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 1 expressions with local error:

1.5b
(fma y (* z x) (* 1.0 (- x (* z x))))

rewrite1.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt expm1-log1p-u pow1 *-un-lft-identity add-cbrt-cube add-exp-log add-cube-cbrt fma-udef log1p-expm1-u add-log-exp
Counts
1 → 10
Calls
1 calls:
0.0ms
(fma y (* z x) (* 1.0 (- x (* z x))))

series69.0ms

Counts
1 → 3
Calls
1 calls:
69.0ms
(fma y (* z x) (* 1.0 (- x (* z x))))

simplify1.6s

Counts
13 → 13
Iterations
IterNodes
done5001
3743
2145
149
026

prune118.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize25.0ms

Local error

Found 1 expressions with local error:

2.2b
(* x (- (* (- 1.0 y) z)))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
associate-*r*
add-sqr-sqrt
pow1 *-un-lft-identity add-cbrt-cube associate-*l* add-exp-log add-cube-cbrt
associate-*l/ associate-*r/ distribute-neg-frac
distribute-lft-neg-in expm1-log1p-u neg-mul-1 distribute-rgt-neg-in flip3-- pow-prod-down prod-exp *-commutative distribute-rgt-neg-out cbrt-unprod log1p-expm1-u flip-- add-log-exp unswap-sqr
Counts
1 → 26
Calls
1 calls:
25.0ms
(* x (- (* (- 1.0 y) z)))

series94.0ms

Counts
1 → 3
Calls
1 calls:
94.0ms
(* x (- (* (- 1.0 y) z)))

simplify2.9s

Counts
29 → 29
Iterations
IterNodes
done5000
34741
2649
1164
062

prune188.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 2 expressions with local error:

0.0b
(* x (- 1.0 y))
3.2b
(* (* x (- 1.0 y)) (- z))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity
19×add-cube-cbrt
18×prod-diff
15×associate-*r*
11×distribute-rgt-in distribute-lft-in
pow1 add-cbrt-cube add-exp-log
associate-*l* pow-prod-down prod-exp associate-*r/ cbrt-unprod
distribute-lft-neg-in distribute-rgt-neg-in
expm1-log1p-u sub-neg flip3-- associate-*l/ *-commutative log1p-expm1-u flip-- add-log-exp
neg-mul-1 distribute-rgt-neg-out distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 76
Calls
2 calls:
23.0ms
(* x (- 1.0 y))
48.0ms
(* (* x (- 1.0 y)) (- z))

series117.0ms

Counts
2 → 6
Calls
2 calls:
53.0ms
(* x (- 1.0 y))
64.0ms
(* (* x (- 1.0 y)) (- z))

simplify1.4s

Counts
82 → 82
Iterations
IterNodes
done5000
21937
1382
0150

prune344.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes589.0ms

Accuracy

73.6% (0.4b remaining)

Error of 0.4b against oracle of 0.0b and baseline of 1.6b

bsearch2.0ms

simplify13.0ms

Iterations
IterNodes
done42
342
241
135
020

end0.0ms

sample1.1s

Algorithm
intervals
Results
506.0ms10060×body80valid