Details

Time bar (total: 8.0s)

sample19.0ms

Algorithm
intervals
Results
9.0ms264×body80valid

simplify6.0ms

Counts
1 → 1
Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
01115
11713
22113
done2113

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.0b

localize12.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma c c (* d d))
0.5b
(fma a c (* b d))
26.5b
(/ (fma a c (* b d)) (fma c c (* d d)))

rewrite4.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u associate-/r* log1p-expm1-u associate-/l* add-log-exp
fma-udef
cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
3 → 49
Calls
3 calls:
0.0ms
(fma c c (* d d))
0.0ms
(fma a c (* b d))
2.0ms
(/ (fma a c (* b d)) (fma c c (* d d)))

series159.0ms

Counts
3 → 9
Calls
3 calls:
34.0ms
(fma c c (* d d))
37.0ms
(fma a c (* b d))
88.0ms
(/ (fma a c (* b d)) (fma c c (* d d)))

simplify897.0ms

Counts
58 → 58
Iterations

Useful iterations: 2 (36.0ms)

IterNodesCost
073833
1115819
2387707
31479707
done5000707

prune182.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 18.0b

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(hypot c d)
0.2b
(* (/ 1 (hypot c d)) (/ (fma a c (* b d)) (hypot c d)))
0.5b
(fma a c (* b d))
17.5b
(/ (fma a c (* b d)) (hypot c d))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
34×times-frac
28×add-exp-log *-un-lft-identity
26×add-cube-cbrt
18×add-cbrt-cube
13×associate-*r* associate-*l*
div-exp
prod-exp
pow1 unswap-sqr
cbrt-undiv
expm1-log1p-u cbrt-unprod log1p-expm1-u add-log-exp
associate-/r* div-inv associate-/l*
rec-exp 1-exp
frac-times hypot-udef frac-2neg associate-*r/ pow-prod-down associate-*l/ clear-num *-commutative fma-udef
Counts
4 → 107
Calls
4 calls:
0.0ms
(hypot c d)
15.0ms
(* (/ 1 (hypot c d)) (/ (fma a c (* b d)) (hypot c d)))
0.0ms
(fma a c (* b d))
2.0ms
(/ (fma a c (* b d)) (hypot c d))

series384.0ms

Counts
4 → 12
Calls
4 calls:
48.0ms
(hypot c d)
181.0ms
(* (/ 1 (hypot c d)) (/ (fma a c (* b d)) (hypot c d)))
38.0ms
(fma a c (* b d))
116.0ms
(/ (fma a c (* b d)) (hypot c d))

simplify776.0ms

Counts
119 → 119
Iterations

Useful iterations: 2 (125.0ms)

IterNodesCost
01461955
13691833
214111579
done50011579

prune317.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.9b

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(hypot c d)
0.1b
(/ (/ (fma a c (* b d)) (hypot c d)) (hypot c d))
0.5b
(fma a c (* b d))
17.5b
(/ (fma a c (* b d)) (hypot c d))

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
54×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
16×associate-/l*
11×add-exp-log add-cbrt-cube
associate-/r* div-inv
pow1 cbrt-undiv expm1-log1p-u div-exp log1p-expm1-u add-log-exp
frac-2neg clear-num
hypot-udef fma-udef associate-/l/
Counts
4 → 121
Calls
4 calls:
0.0ms
(hypot c d)
6.0ms
(/ (/ (fma a c (* b d)) (hypot c d)) (hypot c d))
0.0ms
(fma a c (* b d))
2.0ms
(/ (fma a c (* b d)) (hypot c d))

series320.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(hypot c d)
117.0ms
(/ (/ (fma a c (* b d)) (hypot c d)) (hypot c d))
41.0ms
(fma a c (* b d))
113.0ms
(/ (fma a c (* b d)) (hypot c d))

simplify2.0s

Counts
133 → 133
Iterations

Useful iterations: 3 (598.0ms)

IterNodesCost
01672544
13452481
211412298
335652244
done50002244

prune443.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 5.8b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(hypot c d)
0.2b
(* (/ 1 (hypot c d)) (/ (fma a c (* d b)) (hypot c d)))
0.5b
(fma a c (* d b))
17.5b
(/ (fma a c (* d b)) (hypot c d))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
34×times-frac
28×add-exp-log *-un-lft-identity
26×add-cube-cbrt
18×add-cbrt-cube
13×associate-*r* associate-*l*
div-exp
prod-exp
pow1 unswap-sqr
cbrt-undiv
expm1-log1p-u cbrt-unprod log1p-expm1-u add-log-exp
associate-/r* div-inv associate-/l*
rec-exp 1-exp
frac-times hypot-udef frac-2neg associate-*r/ pow-prod-down associate-*l/ clear-num *-commutative fma-udef
Counts
4 → 107
Calls
4 calls:
0.0ms
(hypot c d)
14.0ms
(* (/ 1 (hypot c d)) (/ (fma a c (* d b)) (hypot c d)))
0.0ms
(fma a c (* d b))
2.0ms
(/ (fma a c (* d b)) (hypot c d))

series400.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(hypot c d)
184.0ms
(* (/ 1 (hypot c d)) (/ (fma a c (* d b)) (hypot c d)))
42.0ms
(fma a c (* d b))
129.0ms
(/ (fma a c (* d b)) (hypot c d))

simplify788.0ms

Counts
119 → 119
Iterations

Useful iterations: 2 (129.0ms)

IterNodesCost
01451955
13681833
214101579
done50001579

prune353.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 5.8b

regimes223.0ms

Accuracy

37.8% (7.2b remaining)

Error of 13.1b against oracle of 5.9b and baseline of 17.4b

bsearch100.0ms

Steps
ItersRangePoint
11
5.286434132095145e+107
2.6900018818139096e+129
1.8955542797321017e+121
10
-3.4896836630642546e+148
-1.4395777107888637e+138
-6.751507617690198e+142

simplify6.0ms

Iterations

Useful iterations: 1 (1.0ms)

IterNodesCost
02550
13344
23444
33744
43844
54044
done4044

end0.0ms

sample509.0ms

Algorithm
intervals
Results
295.0ms8511×body80valid