Details

Time bar (total: 4.6s)

sample15.0ms

Algorithm
intervals
Results
7.0ms256×body80valid

simplify163.0ms

Counts
1 → 1
Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
0919
11918
23918
38018
413318
518718
621518
721918
done21918

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.4b

localize8.0ms

Local error

Found 2 expressions with local error:

2.5b
(- (* x x) (* (* y 4.0) y))
29.8b
(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-exp-log add-cbrt-cube add-log-exp
associate-/r* associate-/l*
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l/
cbrt-undiv sub-neg frac-2neg flip3-+ fma-neg diff-log div-sub div-exp prod-diff clear-num flip-+ div-inv
Counts
2 → 50
Calls
2 calls:
3.0ms
(- (* x x) (* (* y 4.0) y))
15.0ms
(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

series119.0ms

Counts
2 → 6
Calls
2 calls:
52.0ms
(- (* x x) (* (* y 4.0) y))
67.0ms
(/ (- (* x x) (* (* y 4.0) y)) (+ (* x x) (* (* y 4.0) y)))

simplify2.1s

Counts
56 → 56
Iterations

Useful iterations: done (2.0s)

IterNodesCost
0911282
12341205
29041090
341811085
done50001084

prune180.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.1b

localize0.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify1.0ms

Counts
0 → 0
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
000
done00

prune5.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.1b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y))))
0.0b
(log (exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))))
1.3b
(fma x x (- (* y (* y 4.0))))
29.8b
(/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))

rewrite15.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt add-cube-cbrt *-un-lft-identity times-frac
26×exp-prod
14×log-pow
add-exp-log add-cbrt-cube
pow1 add-log-exp
expm1-log1p-u log1p-expm1-u
log-prod associate-/r* div-inv associate-/l*
cbrt-undiv frac-2neg div-exp rem-log-exp clear-num fma-udef rem-exp-log
Counts
4 → 89
Calls
4 calls:
4.0ms
(exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y))))
5.0ms
(log (exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))))
0.0ms
(fma x x (- (* y (* y 4.0))))
2.0ms
(/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))

series335.0ms

Counts
4 → 12
Calls
4 calls:
102.0ms
(exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y))))
87.0ms
(log (exp (/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))))
61.0ms
(fma x x (- (* y (* y 4.0))))
85.0ms
(/ (fma x x (- (* y (* y 4.0)))) (fma x x (* (* y 4.0) y)))

simplify746.0ms

Counts
101 → 101
Iterations

Useful iterations: done (743.0ms)

IterNodesCost
01172190
11722109
23681927
312551927
done50011926

prune339.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0.1b

localize0.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify1.0ms

Counts
0 → 0
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
000
done00

prune0.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 0.1b

regimes251.0ms

Accuracy

60.4% (12.5b remaining)

Error of 12.9b against oracle of 0.4b and baseline of 32.0b

bsearch1.0ms

simplify4.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02675
13375
24075
done4075

end0.0ms

sample354.0ms

Algorithm
intervals
Results
224.0ms8000×body80valid