Details

Time bar (total: 10.0s)

analyze1.4s (13.7%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.8%0.2%0
0%99.8%0.2%1
0%99.8%0.2%2
0%99.8%0.2%3
0%99.8%0.2%4
0%99.8%0.2%5
0%99.8%0.2%6
0%99.8%0.2%7
0%99.8%0.2%8
0%99.8%0.2%9
1.8%98%0.2%10
7.7%92.1%0.2%11
10.4%89.4%0.2%12
12.1%87.7%0.2%13
21.4%78.3%0.4%14
Compiler

Compiled 19 to 12 computations (36.8% saved)

sample1.5s (15.1%)

Results
916.0ms6992×body128valid
155.0ms1254×body128invalid
140.0ms473×body512valid
129.0ms356×body1024valid
79.0ms372×body256valid
27.0ms63×body2048valid
Compiler

Compiled 56 to 35 computations (37.5% saved)

simplify31.0ms (0.3%)

Algorithm
egg-herbie
Rules
753×fma-def_binary64
696×div-sub_binary64
242×unsub-neg_binary64
211×distribute-rgt-in_binary64
140×distribute-lft-in_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01219
12119
25217
315017
452717
5170917
6439517
Stop Event
node limit
Counts
1 → 2

prune4.0ms (0%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New022
Fresh011
Picked000
Done000
Total033
Error
10.1b
Counts
3 → 2
Alt Table
StatusErrorProgram
23.0b
(+.f64 x (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)))
16.7b
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)
Compiler

Compiled 100 to 55 computations (45% saved)

localize9.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(/.f64 (-.f64 t x) (-.f64 a z))
16.6b
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)

series85.0ms (0.9%)

Counts
2 → 108
Calls

2 calls:

59.0ms
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)
26.0ms
(/.f64 (-.f64 t x) (-.f64 a z))

rewrite70.0ms (0.7%)

Algorithm
batch-egg-rewrite
Rules
264×fma-neg_binary64
254×expm1-udef_binary64
254×log1p-udef_binary64
138×add-sqr-sqrt_binary64
133×log1p-expm1-u_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01127
125727
2397127
Stop Event
node limit
Counts
2 → 74
Calls

2 calls:

69.0ms
(/.f64 (-.f64 t x) (-.f64 a z))
69.0ms
(fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)

simplify86.0ms (0.9%)

Algorithm
egg-herbie
Rules
512×cancel-sign-sub-inv_binary64
446×sub-neg_binary64
349×associate-+r+_binary64
269×+-commutative_binary64
267×associate-+l+_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
02585085
18405085
236175049
Stop Event
node limit
Counts
182 → 142

prune141.0ms (1.4%)

Pruning

10 alts after pruning (10 fresh and 0 done)

PrunedKeptTotal
New13210142
Fresh101
Picked101
Done000
Total13410144
Error
0.0b
Counts
144 → 10
Alt Table
StatusErrorProgram
31.9b
(+.f64 (*.f64 (/.f64 y z) x) (+.f64 t (-.f64 (*.f64 (/.f64 a z) t) (+.f64 (/.f64 t (/.f64 z y)) (*.f64 (/.f64 a z) x)))))
17.2b
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
37.6b
(-.f64 (+.f64 (/.f64 (*.f64 y x) z) (+.f64 t (/.f64 (*.f64 a t) z))) (+.f64 (/.f64 (*.f64 y t) z) (/.f64 (*.f64 a x) z)))
39.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)) 2)
19.0b
(-.f64 (+.f64 (/.f64 (*.f64 z x) (-.f64 a z)) (+.f64 (/.f64 (*.f64 y t) (-.f64 a z)) x)) (+.f64 (/.f64 (*.f64 y x) (-.f64 a z)) (/.f64 (*.f64 t z) (-.f64 a z))))
34.8b
(*.f64 t (-.f64 (/.f64 y (-.f64 a z)) (/.f64 z (-.f64 a z))))
34.8b
(+.f64 x (fma.f64 (/.f64 z (-.f64 a z)) x (/.f64 (neg.f64 x) (/.f64 (-.f64 a z) y))))
38.7b
(/.f64 (fma.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (neg.f64 (*.f64 x x))) (-.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) x))
44.0b
(*.f64 y (-.f64 (/.f64 t (-.f64 a z)) (/.f64 x (-.f64 a z))))
15.1b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (*.f64 (/.f64 t (-.f64 a z)) z) (*.f64 (/.f64 y (-.f64 a z)) x))))
Compiler

Compiled 5058 to 1664 computations (67.1% saved)

localize16.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
2.5b
(*.f64 (/.f64 z (-.f64 a z)) x)
6.1b
(*.f64 (/.f64 y (-.f64 a z)) x)
6.2b
(/.f64 t (/.f64 (-.f64 a z) y))
11.7b
(*.f64 (/.f64 t (-.f64 a z)) z)

series82.0ms (0.8%)

Counts
4 → 168
Calls

4 calls:

25.0ms
(/.f64 t (/.f64 (-.f64 a z) y))
24.0ms
(*.f64 (/.f64 y (-.f64 a z)) x)
17.0ms
(*.f64 (/.f64 t (-.f64 a z)) z)
16.0ms
(*.f64 (/.f64 z (-.f64 a z)) x)

rewrite53.0ms (0.5%)

Algorithm
batch-egg-rewrite
Rules
172×add-sqr-sqrt_binary64
160×log1p-expm1-u_binary64
160×expm1-log1p-u_binary64
159×add-cbrt-cube_binary64
158×add-log-exp_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01540
133640
Stop Event
node limit
Counts
4 → 130
Calls

4 calls:

50.0ms
(*.f64 (/.f64 z (-.f64 a z)) x)
50.0ms
(*.f64 (/.f64 y (-.f64 a z)) x)
50.0ms
(/.f64 t (/.f64 (-.f64 a z) y))
50.0ms
(*.f64 (/.f64 t (-.f64 a z)) z)

simplify65.0ms (0.7%)

Algorithm
egg-herbie
Rules
849×associate-/l*_binary64
819×fma-def_binary64
268×associate-/r/_binary64
197×times-frac_binary64
150×distribute-neg-in_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01753504
15423504
220792934
Stop Event
node limit
Counts
298 → 207

prune192.0ms (1.9%)

Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New2061207
Fresh279
Picked011
Done000
Total2089217
Error
0.0b
Counts
217 → 9
Alt Table
StatusErrorProgram
31.9b
(+.f64 (*.f64 (/.f64 y z) x) (+.f64 t (-.f64 (*.f64 (/.f64 a z) t) (+.f64 (/.f64 t (/.f64 z y)) (*.f64 (/.f64 a z) x)))))
17.2b
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
37.6b
(-.f64 (+.f64 (/.f64 (*.f64 y x) z) (+.f64 t (/.f64 (*.f64 a t) z))) (+.f64 (/.f64 (*.f64 y t) z) (/.f64 (*.f64 a x) z)))
39.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)) 2)
34.8b
(+.f64 x (fma.f64 (/.f64 z (-.f64 a z)) x (/.f64 (neg.f64 x) (/.f64 (-.f64 a z) y))))
28.8b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (/.f64 (*.f64 t z) a) (*.f64 (/.f64 y (-.f64 a z)) x))))
38.7b
(/.f64 (fma.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (neg.f64 (*.f64 x x))) (-.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) x))
44.0b
(*.f64 y (-.f64 (/.f64 t (-.f64 a z)) (/.f64 x (-.f64 a z))))
15.1b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (*.f64 (/.f64 t (-.f64 a z)) z) (*.f64 (/.f64 y (-.f64 a z)) x))))
Compiler

Compiled 8752 to 1805 computations (79.4% saved)

localize14.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.1b
(fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z))))
0.4b
(*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z))))
16.6b
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
18.3b
(cbrt.f64 (/.f64 t (-.f64 a z)))

series842.0ms (8.4%)

Counts
4 → 98
Calls

4 calls:

459.0ms
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
213.0ms
(fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z))))
87.0ms
(cbrt.f64 (/.f64 t (-.f64 a z)))
82.0ms
(*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z))))

rewrite64.0ms (0.6%)

Algorithm
batch-egg-rewrite
Rules
286×log1p-udef_binary64
169×add-sqr-sqrt_binary64
160×add-cbrt-cube_binary64
160×log1p-expm1-u_binary64
160×expm1-log1p-u_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01564
133260
2467460
Stop Event
node limit
Counts
4 → 99
Calls

4 calls:

62.0ms
(fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z))))
62.0ms
(*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z))))
62.0ms
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
62.0ms
(cbrt.f64 (/.f64 t (-.f64 a z)))

simplify111.0ms (1.1%)

Algorithm
egg-herbie
Rules
803×fma-def_binary64
382×times-frac_binary64
293×*-commutative_binary64
229×sqr-pow_binary64
219×+-commutative_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
08688799
129158787
Stop Event
node limit
Counts
197 → 205

prune402.0ms (4%)

Pruning

10 alts after pruning (8 fresh and 2 done)

PrunedKeptTotal
New2981299
Fresh077
Picked011
Done011
Total29810308
Error
0.0b
Counts
308 → 10
Alt Table
StatusErrorProgram
31.9b
(+.f64 (*.f64 (/.f64 y z) x) (+.f64 t (-.f64 (*.f64 (/.f64 a z) t) (+.f64 (/.f64 t (/.f64 z y)) (*.f64 (/.f64 a z) x)))))
17.2b
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
37.6b
(-.f64 (+.f64 (/.f64 (*.f64 y x) z) (+.f64 t (/.f64 (*.f64 a t) z))) (+.f64 (/.f64 (*.f64 y t) z) (/.f64 (*.f64 a x) z)))
39.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)) 2)
53.2b
(/.f64 (*.f64 x (-.f64 y a)) z)
34.8b
(+.f64 x (fma.f64 (/.f64 z (-.f64 a z)) x (/.f64 (neg.f64 x) (/.f64 (-.f64 a z) y))))
28.8b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (/.f64 (*.f64 t z) a) (*.f64 (/.f64 y (-.f64 a z)) x))))
38.7b
(/.f64 (fma.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (neg.f64 (*.f64 x x))) (-.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) x))
44.0b
(*.f64 y (-.f64 (/.f64 t (-.f64 a z)) (/.f64 x (-.f64 a z))))
15.1b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (*.f64 (/.f64 t (-.f64 a z)) z) (*.f64 (/.f64 y (-.f64 a z)) x))))
Compiler

Compiled 18020 to 8930 computations (50.4% saved)

localize17.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
2.5b
(*.f64 (/.f64 z (-.f64 a z)) x)
4.5b
(/.f64 (*.f64 t z) a)
6.1b
(*.f64 (/.f64 y (-.f64 a z)) x)
6.2b
(/.f64 t (/.f64 (-.f64 a z) y))

series12.0ms (0.1%)

Counts
1 → 0
Calls

1 calls:

12.0ms
(/.f64 (*.f64 t z) a)

rewrite40.0ms (0.4%)

Algorithm
batch-egg-rewrite
Rules
659×log1p-expm1-u_binary64
659×expm1-log1p-u_binary64
367×log-prod_binary64
119×expm1-udef_binary64
119×log1p-udef_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
067
11257
217457
Stop Event
node limit
Counts
1 → 46
Calls

1 calls:

39.0ms
(/.f64 (*.f64 t z) a)

simplify8.0ms (0.1%)

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
000
Stop Event
saturated
Counts
46 → 46

prune170.0ms (1.7%)

Pruning

10 alts after pruning (7 fresh and 3 done)

PrunedKeptTotal
New2090209
Fresh077
Picked011
Done022
Total20910219
Error
0.0b
Counts
219 → 10
Alt Table
StatusErrorProgram
31.9b
(+.f64 (*.f64 (/.f64 y z) x) (+.f64 t (-.f64 (*.f64 (/.f64 a z) t) (+.f64 (/.f64 t (/.f64 z y)) (*.f64 (/.f64 a z) x)))))
17.2b
(fma.f64 (-.f64 y z) (fma.f64 (*.f64 (cbrt.f64 (/.f64 t (-.f64 a z))) (cbrt.f64 (/.f64 t (-.f64 a z)))) (cbrt.f64 (/.f64 t (-.f64 a z))) (neg.f64 (/.f64 x (-.f64 a z)))) x)
37.6b
(-.f64 (+.f64 (/.f64 (*.f64 y x) z) (+.f64 t (/.f64 (*.f64 a t) z))) (+.f64 (/.f64 (*.f64 y t) z) (/.f64 (*.f64 a x) z)))
39.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y z) (/.f64 (-.f64 t x) (-.f64 a z)) x)) 2)
53.2b
(/.f64 (*.f64 x (-.f64 y a)) z)
34.8b
(+.f64 x (fma.f64 (/.f64 z (-.f64 a z)) x (/.f64 (neg.f64 x) (/.f64 (-.f64 a z) y))))
28.8b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (/.f64 (*.f64 t z) a) (*.f64 (/.f64 y (-.f64 a z)) x))))
38.7b
(/.f64 (fma.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) (neg.f64 (*.f64 x x))) (-.f64 (/.f64 (*.f64 (-.f64 y z) (-.f64 t x)) (-.f64 a z)) x))
44.0b
(*.f64 y (-.f64 (/.f64 t (-.f64 a z)) (/.f64 x (-.f64 a z))))
15.1b
(+.f64 (*.f64 (/.f64 z (-.f64 a z)) x) (-.f64 (+.f64 x (/.f64 t (/.f64 (-.f64 a z) y))) (+.f64 (*.f64 (/.f64 t (-.f64 a z)) z) (*.f64 (/.f64 y (-.f64 a z)) x))))
Compiler

Compiled 8202 to 1692 computations (79.4% saved)

regimes4.4s (44.2%)

Accuracy

Total 6.7b remaining (97.8%)

Threshold costs 0b (0%)

Counts
215 → 5
Compiler

Compiled 35676 to 19296 computations (45.9% saved)

bsearch8.0ms (0.1%)

Compiler

Compiled 18 to 11 computations (38.9% saved)

simplify12.0ms (0.1%)

Algorithm
egg-herbie
Rules
29×+-commutative_binary64
23×*-commutative_binary64
21×sub-neg_binary64
15×neg-sub0_binary64
15×neg-mul-1_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
053291
181291
2107291
3140291
4172291
5188291
6196291
7198291
Stop Event
saturated

end155.0ms (1.6%)

Compiler

Compiled 690 to 241 computations (65.1% saved)

Profiling

Loading profile data...