Details

Time bar (total: 17.8s)

sample90.0ms

Algorithm
intervals
Results
38.0ms362×body80nan
20.0ms312×body80valid

simplify9.5s

Counts
1 → 1
Iterations
IterNodes
done5000
94727
81408
7522
6289
5163
470
339
222
115
08

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.0b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(* x (sqrt (- (* y y) (* z z))))
1.8b
(- (* y y) (* z z))
24.5b
(sqrt (- (* y y) (* z z)))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
sqrt-prod
*-un-lft-identity associate-*r* add-cube-cbrt
pow1
add-cbrt-cube add-exp-log add-log-exp
sqrt-div
expm1-log1p-u flip3-- associate-*l* log1p-expm1-u flip-- difference-of-squares
associate-*r/ unswap-sqr
rem-sqrt-square sub-neg sqrt-pow1 pow1/2 fma-neg diff-log prod-diff pow-prod-down prod-exp *-commutative cbrt-unprod
Counts
3 → 62
Calls
3 calls:
28.0ms
(* x (sqrt (- (* y y) (* z z))))
7.0ms
(- (* y y) (* z z))
9.0ms
(sqrt (- (* y y) (* z z)))

series211.0ms

Counts
3 → 9
Calls
3 calls:
103.0ms
(* x (sqrt (- (* y y) (* z z))))
46.0ms
(- (* y y) (* z z))
62.0ms
(sqrt (- (* y y) (* z z)))

simplify2.2s

Counts
71 → 71
Iterations
IterNodes
done5016
32490
2559
1203
094

prune394.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.2b

localize16.0ms

Local error

Found 2 expressions with local error:

0.0b
(* x (sqrt (* (+ y z) (- y z))))
24.5b
(sqrt (* (+ y z) (- y z)))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
16×sqrt-div
12×associate-*r/
frac-times
pow1
add-sqr-sqrt flip3-+ flip3-- flip-+ flip--
*-un-lft-identity add-cbrt-cube associate-*r* associate-*l/ add-exp-log add-cube-cbrt
associate-*l*
expm1-log1p-u sqrt-pow1 pow-prod-down sqrt-prod log1p-expm1-u add-log-exp
pow1/2 prod-exp *-commutative cbrt-unprod unswap-sqr
Counts
2 → 50
Calls
2 calls:
41.0ms
(* x (sqrt (* (+ y z) (- y z))))
29.0ms
(sqrt (* (+ y z) (- y z)))

series238.0ms

Counts
2 → 6
Calls
2 calls:
147.0ms
(* x (sqrt (* (+ y z) (- y z))))
91.0ms
(sqrt (* (+ y z) (- y z)))

simplify1.9s

Counts
56 → 56
Iterations
IterNodes
done5000
33613
2738
1219
099

prune346.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.2b

localize7.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune14.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.2b

localize5.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune0.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.2b

regimes230.0ms

Accuracy

97.5% (0.6b remaining)

Error of 0.8b against oracle of 0.2b and baseline of 24.4b

bsearch183.0ms

Steps
ItersRangePoint
10
-2.4472721524300585e-243
-5.228879419247309e-259
-5.361090024927946e-259

simplify3.0ms

Iterations
IterNodes
done14
214
111
08

end0.0ms

sample2.3s

Algorithm
intervals
Results
951.0ms10286×body80nan
710.0ms10130×body80valid